From aead4970b49cb7e6c7486a86085b73af0fb7d586 Mon Sep 17 00:00:00 2001 From: zeshengzong Date: Tue, 17 Dec 2024 20:22:06 +0800 Subject: [PATCH] Add compiled_autograd_tutorial.rst --- docs/.buildinfo | 2 +- docs/.doctrees/environment.pickle | Bin 4293675 -> 4300922 bytes .../compiled_autograd_tutorial.doctree | Bin 48845 -> 50780 bytes docs/_images/call_hook_node.png | Bin 0 -> 144991 bytes docs/_images/entire_verbose_log.png | Bin 0 -> 580095 bytes docs/_images/recompile_due_to_dynamic.png | Bin 0 -> 477925 bytes docs/_images/recompile_due_to_node.png | Bin 0 -> 583702 bytes .../compiled_autograd_tutorial.rst.txt | 116 +++++++------- .../img/compiled_autograd/call_hook_node.png | Bin 0 -> 144991 bytes .../compiled_autograd/entire_verbose_log.png | Bin 0 -> 580095 bytes .../recompile_due_to_dynamic.png | Bin 0 -> 477925 bytes .../recompile_due_to_node.png | Bin 0 -> 583702 bytes .../compiled_autograd_tutorial.html | 151 +++++++++--------- docs/objects.inv | Bin 14588 -> 14586 bytes docs/searchindex.js | 2 +- index.rst | 2 +- .../compiled_autograd_tutorial.rst | 116 +++++++------- 17 files changed, 197 insertions(+), 192 deletions(-) create mode 100644 docs/_images/call_hook_node.png create mode 100644 docs/_images/entire_verbose_log.png create mode 100644 docs/_images/recompile_due_to_dynamic.png create mode 100644 docs/_images/recompile_due_to_node.png create mode 100644 docs/_static/img/compiled_autograd/call_hook_node.png create mode 100644 docs/_static/img/compiled_autograd/entire_verbose_log.png create mode 100644 docs/_static/img/compiled_autograd/recompile_due_to_dynamic.png create mode 100644 docs/_static/img/compiled_autograd/recompile_due_to_node.png diff --git a/docs/.buildinfo b/docs/.buildinfo index 1ecc0f3..60457c5 100644 --- a/docs/.buildinfo +++ b/docs/.buildinfo @@ -1,4 +1,4 @@ # Sphinx build info version 1 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done. -config: 3e895cb0ea97bf7e07bcd453c5499b23 +config: e9f35e7c2ccf2a27c4e13d2571758520 tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/docs/.doctrees/environment.pickle b/docs/.doctrees/environment.pickle index 60e987a6463285ff4f3a15cb9d789e400b0b4805..43fc693e8658bb7411764f4ffbdfd3be8dc95901 100644 GIT binary patch literal 4300922 zcmeFacibGskv~i@NGKzOK*W&%=@HWNtRz5yFb1IjLIGJ4!8Ul=XLp`wXSGQi9_bh7xQ>gwvM>gt;gd&kU!4nBzepFO=^&0FOieP(&cs#VG*v)pLg(=KXS#oQ|8 zr+eG;-`u{j-D4k`saD$?>>~!-T#*;|5GY;|9Yj z0chDWBbBZBw`{wWYvh+1icjeGmSjN z%$|^TersnS#+7C*Yo_bXfdLEBHZfa)h-MpHDD8=t)pBOd%&lacg=BAP+pp?_khC{I zdP|u)q%n;dY1@Zc-Q z&SZ20O|irdC$#`nw&a_o{(4`oAAj##xjDTV!=RI?{pO%mE`u&&jFi+876RDl{5mz0 z8_JZkX3qI#O3ln#RWMpMoCaPrDvjZ)+iK$JDb6U)L(`s89UkP`49jY`h|v$1YkL~g zTVk=vnd`B~iC>^XQ;kxU{V&tZrt5`%sFc?$3aw<7EwC?_IU@zlTTe-~m?~OaW9BR6 zGx`=UO4Y4~*;~zIw_SsVJN&XI&j3=Mrn;D7IKL)w-E3XNIgnXlAI0 zJM5`BtByrKoR&*wr#-_3NN+PNP5e$!XrCc0FyGfaHrZ^1sUQb&&tfz~& ztnb}&&Q)8^+_<^jw2x#c=FMU?-H+u~&M>YXCDy95#!W7PqG}a{-ZnphRrJwMb zwr{rI<<~fC-D%&)w!HjW`-IJzdZxV9(GP~M3=S`4%FRr%-GBx=0)NNcL4ZZ4(*)04 zM&;LD)6QR(S$i;pKN3S&<$(%QTpBXdyu<*J{AKw&ZR4`CX%sE|2O^fOS$uws%77sz zr4QO{y;aYen2fSnY1TPjQ}~o->-F@2RV3u>|4~^Z#FV1Ok{(8?!%JqLuZVc6KBThEdZSVjF!{HO zPgC7bOFZAq{Pg@$_7t<)>`!ZG=36&nSIuK6{P%wLU(=q zKsihT_N8ebK9ngo!9uKv{H2hNL!s2#8*XpsH(-9A!e8to#Z++RC3cvDuvsyzIpn(h z`uwL@la2Y;@+SFB`OVZ87Dp~K+|EBu|HM9xf2IdY*yRZF`1}df`C4V`=PRf}BnP#z(u2rxP5#9E&nOqLIl({v4C02vsoj2>4h@I4G8UrX* za!v4rk?DLm5e94tl2K`tE7&w^<^Ze+?3U2JnXK8qLkwEagIL=4>*B|JI)5#nD5yjj z3PoltIQ#_11)hR$N4hYs*5sY%FUVg={Y;hSPP!k~IBeYw^!wzkrddsI&(zA`jT|0E zb+cNnnOL>X7w8TyV>3Z1-@PGZrBVe-2Xw(^!gnrNC+1HgKyF4uAek90SUH_D1R4jH zSR*}9%wR;p#3@+KrA%!YlUT}Fu)+_iLKyjolgc;(!Jy##a(lxDCh61YHwcS7I^2ja z_%I22kgLIT6Sk}vcYN7uRITh*sCN!DMf^LB0|2vkuA#Ow^q(<*Xeg z);-ob{)WRu6?Wy?gNf@O&Obz`PlZm%rvcCpQwmZoTOY}PH@AUxQgaAYC(0IBM3OfX z8pS%>#jJs0`O`%9Qx;NGYt$u`6Pk543JyDR&Ds;|;Avx96XNG^db;vkI>V*9Z6CUA zr774wL;WtyN3L|RO^SmOU-pL-GT2AP^8+S~Qt$}}S8yNthArZ@*(4rJ=Bm}*E&Uq| zO&kZ4d-cT^j^{_`gX~wa-`Q%%L6PZbvMmZdI9l`nurJfyFKKrLIG;sBtARzGU+erl zk+%{Ccm6WxcS2aw+RmTge4$+eSQM>#-mGCa^?Y(I`}}(6(^NhVj=<%HHDIBcJ+4{a zTCQv_w;dS5rJm(xT49+=+<4x+30s8!PD~||vg~l(p0EBi2tZT*B=D`7&gLt`l6P6H zutg|#W&R=mK>pnhO2kxoe$e1-Vo{@#6>@(l^-EN+pPN-FsSaoz%mM#@s-ghJk>;mr zNAt|!sFgC}cbI87NVnG>M6HM*t}wB@*`{ihnMvX@k|3}W(sUNv>CiKc_pI11#81z6 z#lrG@Ka#iK4vPbtlIeSFslJw(U{ z^Ba<#^r(l@phS525=kczF4j~TRU^hqt%$4w#oD0Ucu z$psZ(t)(md{IJe_Rw`9WM?2~F85{xk_cZ5{eaPpY5d@IAtB4=96Z2LrS`8tWcc>qj z+K>lkZ6q$~WWX?ju%&;}nlOqqN zMWs}Qq_c1Nr|skYpR79V(p4PXW-FiBS&m!5vJa*uum#$)6rh?}f&vu~?4vpWgG^BSmm5w7A6V`M#pQ&LxW!u8j_K6B8b_y8Fl`M>eqE&*gfkVttAh-%l zvm-E?;yCLtppMgH7Uyl4_Bm^)&$07x=7RQ7Sw-g$Zl|`dx?#dW2T6<7z+o*@H8+`q zt9Dd->af7dgY%8+xmU7gHk!4vK|l6kEfir<^rYUh#km7^fSX zIG5{&*hz8*n@(c@Q)^_54N#+ffMS3b!nV$ojO*ENHyVvh4W>Q^Fd7vDq6)?_PzR3C zzEO5;tk}HSkPKtz(lYu1h7}1wjfv*EasA56)^FzAxY5|+V00}Fd#%CT1B59_NshHn zO>nqM_^^gO)MTL?Mlu(|QEwR8Vg)DW^94D5{GW`#o<^-{f|-n)1e4*o;-p|O3wvOg z^A;y#(*UM?x~u`CM{rRN!d%YifpC-<vIw2DQe-!!V3dL0tOWQY&l$Y&bHcJM(!P5@<4IL#u5DI0^eOh1R_5|kIjsHzL!gzBmrjH`1lS+!|Zue3kvb1vXLv7W(3hB8AESj?Usgs}>I38BqlRT3QB zvNaQ?fuMk`Rp=_{B*+G5IY$SQh!Y{y7RQ`-&sKt*2+0Yy6o?ZTu550H;^8W9-Wz-7 z84Chu6F<+J-_v*c{CV?vx6mb+QK1|o`qR`Zn^3Q)%=h(9RD<)-3nYkg{@-woJ9|X= z>PizcA!N+`I9O>Y6Tk&f`{*)U`9>qMxw^R0AX!Aua!e)?JuZk`L~M?+4Eo?hwHiJ1 zt}f4;uX38p79(ur$ANhl(o{yr#|5itv7nuP;T!G zRwJpe+N|e$l;%1t!-jMkaiDI@ovRM!#e?;)OcM3Z$$7()YxJ&tV#C_9|MRu?lR$cv zzzvN{g12TlSHBXQ5htHbimDyv8*|k)$%R<<#R%rJW0iRbsNSQlK+#f8g4UAtfcbJ| zX}0?>2T%~rMwuO;0ln;uV1?3~M>%4aI2Fuw)HB~W|NQffdGosMomRJ_b=ENBfOlIL z8$Grlk{qZ?XrBST`miyTjRG9XjK>B}dWeZ-iqwwxC|T?*tG+s7^gTmt6UBdkD&OT* zY}x)KmKIiz%9TRJD$_cn6%7lDO#~G9CcYJ8L&YJ>0y74gdSgss3NtfQv2q5y7?s{y zv&_{b-+r;VvV*FFr!p||5QI$4xwbK?vL0Pm z8lg5t4ker}%;R^+)jjalUOm5U5{%PWMBlhu@Q|zDz<{oiKu$;4c9@@2Oo(i|gdMB` zem}$eyNnkI>402(i8&Xh$=_LEf}PFehe`57leyFGAn57xN4ADUU|cw*k8?h`9tpDc znY)u*QpZRb?&^@yiVBWwvsPceZk@4V`TAAHt5>aGzGmHp%U7=4v}*I_*R*Nmqur*I zfP#~5rUa+Oy5$=#zI^$`Xt!?Ng++^{e8@JFL{za1U4$dx_-YPrbW9}oVCQelzln?J z1cKs`SK%G90KEPhwNLI(AXnZYy;vYl|7p8C))64u+0v_v~8`Pc% z!tqQI&xg{3zCZO5G08`w4n15O}o#p;qGjX1SZ!K?Tpd*}y zN2(CmGU4-BdoagY`O>gTh|eNO;Qg?@QrpTpTYH%I3z9tGbcE*RAC7fL5g%MW*oVAv zc00qtPH@3$kWuJ7ct7B`q|qogwks7RfXA^POPQ^3R*{Uc z*duq0NLf6p4zVkmiObQlgEGSH2xwbHWCS$D;yPA-%+@N1w>d#V$!pesL(o{r+*m|N7@C)xhV18WQ~-n9r&Y5OOKn6Lx+H}Ewz5M>vQ zre={Akw!KVlJlA@tRxlT^emPRwydCU)3UGvn2Q(*7Z9=>MT^G4OFLN3FoO8sDg(g1 zzfvjU2d2`CESKsC<{X3F#qtHmvuGW2S;2t}2QJi9nz;~aNTiz7$m1xPOY>MX_8E@; z6ny8QWRQ>^IzvX^j?MD0CK5jAGghDg5Huc>tyalTiyg-k8hq#x?+YMj*)tj-HMoaJufMmjbx8J z$YCnFS>A@E5Eg05rFq&F#iT{F`Dh3})(KBw!3k4@tg&bM(mw1X98ey9JIeVdHc8$R zd+3J3&4(Ox5Lfo@=bSmjys~WLwGT7Py+{Rdz>amnL@zSrXCJ)S1)Ji6Q6R$UV21l; zYd`bd=9(YH5fJ>!#httI@7X+Cq*v@OE zbkQsiLWR4WQW%L`l`5?VL>VO~6&xwEf`uUE$EofJA^jM$TC3Y&OK5pu{z1tmo+cpqLgc9*qKir512;;rR?3KZ4auX6`b{xdgelIm zquoolgYpbUK3a zBa7aGdVxL#6Irf>|Ii@D?Q~=iAo55ek5y9%8>nwW1`3fK4f7}G4Pl~Zx*ZW&BGk^5A5m{}Z8a~ukf;O~S^;ZgjR z4y}d9+`oRr{p&~ZSK01k%HJPX{{961UU-uIz(_27g8lQ8@}Kt6%88reNqi0^qeND{ zOoQhqDS7VFv-0ytk%-OA^s_KCb`^6+hHb`aB=X~2BhH;O>Imq<9hKQ`GN%U}9^`(+ zK2j#0u+$L7;89+-dp4W>_GCKY@tja>4{Hx*VJ~*(6TgtTz`|jN<7|PO4!92CW>rrS zQC(<%O0ymZpPn1TWnn~l!y$hJO9ivXV~%Jayayk9WO{RorD5P0KghD#;4eYyB9G1S9HS~`

$410% z2BfN$;&8cA!p#uz3-*24Q?{AQq-#}Vu?NuAs3C(FiExzconp2Mhet%Fnuq;1+xf(k zgL^4I6gkzPu!xvN9jDq89kg;tIV)!RhtA*@SUFdN2MfbWOvIleP;M{ei%?{qbKRA$ zBEy_16J}@e0n#puPLbWPW<@4Plp)6QtkNPU7M#{PMX1`Uq-)>`(`sN(+n$H{Zt%4A z6ztY4n=|IpVP-VH7=XAj&nalz3$(7dNew?jy=t1-JY^Ykp3r3pWr~4M3ELam~4lL)17HSJ|D(HMjy`gT*A2+SIXrba2hhL2Mg5c zko_#tIoag{ZaN@*N5iC9=FyO4Zik!0g&1lUx8kJ6j*$b%-~^l9Z(8e2E(6iQq%YB! z$F>mmdm1Z-S+87b>*+i!WtFT`9ZUs_7&u#5phcm6h6{!e#&wb+R}R@ClbPi%(@xb; zVtGC+4aF~KZtt}ECGy$~AofTXDN@c_lyDNC1-ihN;WlJy0p}l3g8~$UBJG>WOWR(o^$5X1M7N$EtW}y& zHc&Y3N_P7{*&(%VmMmyNfgdCYQ^u~toZ?IXcg-OK7X~?HyDE5|u8mF9AjZq~zcS0c zMKXyys7`tbj6vEeTg_0#E)=58%>1VdGbt!m994(Q>>O-n`4Vi~r#W1~-b2Uf9JlmJ zq!mbuLNhv4GCm-40zH?pcusa`LqZ}1JZlYPYKs>sNX&NEU$wEsOygu&Zlrgdvy>@U zOeJ$ux(de;(Q;YcD!2k_+w(Po>gKj3_@A1dt&Dq=gRv@mJ)K3&LR=Ku9I6&K_#D!l zyk(cQ^E>xLhD4JkxTm+XmgK||WB&lw3D~dDDrwKrkB{M5a~z#COpqb%npUa95i`OIqz15 zn=7Tu{WDXqumDjSmR%E$pFHw{u=2^um6FQ#i8|SPOcmq%aoWUlnq5*|eWXfHZWzWE zyfawbs#U|3m16?AeYj?i(+8=3sUlqf5_GW#xjne6obis?7eT9hmNPBzqc!?*W5De} z*FIwR2Ine+ND7CPxHgB|<}8gd!rqk`Ldf_+o-p}pkVKE&%-NP_Y3*{ks`Bkv?c0`( z%BK_ML~^+#<$!f8E)_tvJLEB2R@tFXa6e!y_{(5!q`8}au-b&1-uc`(OBv4PmS(S6 z2;V8ToY;Z+%(@i11~$m4RfZdgH8Bgc4i}fnBuoL7R5_I3BbQR#Sfb~(#yrYY!MD$$dFVlGS2Q#BS` z#DzkZo z-hyk1yG>oO7t=s{9JV4=5ghA`DhxZ!2v>uVmip;2SEE&2U*&n#R?GXjt6L% zIy*LS&)bH}SvC?t_~q0Tv#xj~owi#GBc_Ycd$5t%H6FGrI)e#EGv7M>X82r(x!x%) zmj_g#)H%WoGJXtWx0__k5Cy?(2bWulxn181uP_%or~wP~1(ME)Q%ILApat1qVXBEA z2As3eOqYR3WkcdNf%;EqQaw9oWHBS+#9~5#=Q!-4?H493+go&Da_xDkE#z_-RylaQ z)0YI}O96cigLZdqIh%;=MKxyRZ?FtqG6!}rIjiRRI!#v_+tOkKYum?5eg%jOPKli@ z5pFai0TgzKVu>;DJ?uB`f`P-so!V37Sn^M~jjFPzA+9Joc6Mj(a5yQz5twTZx7>pQ zZkh3$*1of(98mtrPJ}gBi%8gHt_2ogagR;8>>v(#14tECwTwGEd2I50h7{6VO~tl5 zu?5jxy9Tm{u?lb@PBGSnKI2DhVK6zXW1d49Sp)h(LdEF>Ne@LM#IedECl5}p&KhUD z)A!+dn&zd+XIq9mp}MmsFZ~}S2P;+j*(nIy9O7B7epthHLKybxEvz8GW`2WK;m~Z^ zoM}It)N_cjfGfkUhJv^`l#9q6Ke}W8DnooVosXrdoIZl&D2gL8qvUgQje zyGF$d?n#J~M}C;yWOR;0%BYSDNcJwhZrnogWwDDA`*mM?Y z{FVw3J4yqlD7I_1<~>&6kxs9dZP;+tI(SIicCXfrvu*Od4G}%cW>F~BPli%B+x9V9 zKQO&;k|4FhGOco@Ek;JW|Y8BqUleI1jnJlCndlwQA>UH)P==x3y zm3C2xltXp1-jBH~S#V8}u?`*M_5dpa!h$$lQE?~D)^JdFFjwTJIr36vE)TZt2X2c@ z&A08d9O#a_hR3#7_cfrz4O}{ZX>t?C5iE{vU^c|WG36D%nQH70ASiqt*X|1)y!B&k zh=QLRW1q@YEp<`k5#p#hHZ5e%V*%5N<@CmFm4=N>sY8vDszDe_O)e9j!WCLyBBLmAvag_po9UDIVt(zr-u121%!8ti8l2=1?_P84Tkv7K=4 z!I6s1P~D52#jbn0z&cp}ZQC)#6tM=kvFTH!)|1ub^E!shHpjZ2KXIw9&BjIQ#xIsTIXtBl))+$>Z^OgVy} zPAD@8s45ekfmP#RiJW8kr-+kr&jgD%3f+k96L+ZiO=aH>$*X<1)fuFD;j;gf&YDjM z>@10b{IefEwLHQ?@Jk=&%r9ofN-zQ)1^R_b|r21>8x= z%x8F1R44dxF4}CXW~jSiACK8rsd3W>ah+xz`J8S0T*+oyGs3!N*-I#-#UcbO_=7BG zcz{R|DjaaU1?mEEgQ(8*cwGA2{Y0l-V9p}Bs`5O^*`|aZ=4si=sP6d%6=|SM97l`R zjjP(^grs!^Q--Cbdm6>jjuXsW0q8FvKH>V)$xp)~6Y)-;>{TmwjMR z31O!zg!_=00*hI8sJoKfd2#dt6qeW&=gN*!(n3@lD^tR*PKjIz=n#Y#P>ipMJ1Po@ zdk#R<2_-6dXinlJ|0MH^^aeXGQbG$7#@Puw!qvvjZzKW0^EFZSmnnfux{(GK1gU>! zskV#-`|F=rQ_y=f4*u+Od*Us?o7;xO4^~r;`T1QSXE!15jT>#@-9j)OAwv!*KR)HE%v~zyP~GKq4`&N$ zWKKCumhv@CWQ9?he!VZ-UVDgrtoKKDOhfgq2Fp1+#{1D?N##ge#y45B*Xa!5$8_ME0YL!?tPR>B&lLMkYZFbd1 z_1II`&crhPad_e-Q4e7`T9YZWPzVgN_2E>4i9C%5s^RRyT{aX(0(0*`J|dvDB7}|W z4v3NGSTYMXtDUF;43`-EyOdsSqjrd>Z);ZTeMCRI@RUM9KL)8>h}d9Hstsh7wsU1$ zc1mX!IIP7!%WMqr4v_Lkg^$q_Yp3-zh3CDvmk#r<*i+De=TxV6uzi#R8&6hR-eB|4Ab;uGVn2&zxZ+4(LOP?RN9|(;~62!;P zd%Xt>CnJUcK0TCI05qoy0X)CuM+yqiFfu!eKEL$nV|LuVk6OIkf3M=$^k-cW)Ms~X zQ}EKWzlYT ze|MQy)NEw&2b36-|7akftXpHnkp=XJUhj`1N8 z`mN&Z5u^lW(h~gdfBZKk<|p9kVC!e=AMd=tkBj3pQOhWP)f!GHbJ*-8!);Xwu=egE&zE>vQ+^gT3M zO-=syp;s#gIyE6CyGAvK{Q5zCixo#6&Odra8vz}*@L=1UHbq|!pL(G(5GPZf103s} zAjePts3P-$(SHJ*IR7`wEGj1*Z=j#RCw=N(g#ZPd4#5O8d7Wi<&R-+ADZhVEQ6)-e zB3w;SQ@``iiYf{BkP`H?53W!N54yELfYZ$zR7zApmJLNfGiIGVieNUiJ?5Dw6vqSi zS2zjy1Tm}rZDmO~r+KOP#CcZ0?tQlFbQx-S-0&Mm8#1L1j-Po~5Snm0NFM`B85OV} zo~%r%Lz3g5AgB}imMXib3Z>k35rG}i;;XMwgdn5^JhcRU;#HqeltKtJrAUhgdq1Tt zET;i2Vr?Eyy6SEvO~(tVpiiDz>i(o(oT)fbJ2avJ1r;Y>zg-a^-E&3#&c1!I-E|B{ zH2u=~3PZ!AdIUY^_qQq1=k-`hfpxSU4~tRDQ|FwkaMs&WQM_M2?SwNGq3}ZLnR(Rr z+())|>qn)A^M3so#bojh09vO>2}8iE5fDkhW}GmS6Enz zU@y7vJcXITK1zaIbN^C%EM3Ob>)L(aQt0=L@1=j;tq&?2X+&xQ^?%v8ui5@kh4}Wj z?v9+Rf>^HUY2&HzL2 zQBcp@c5L%B2)&>|4eGteDW;+75~c6kpLoU|%{38fJ^bFy!T0s(^L1B!(+mYk{!Mc~V+Z62(#L;z`&4DI$;2!AcGC~OtH^?!5It;7kT*~ItpXYBoF>TI z7Hn3yt6p26@3-$eOEDe%SBMDej$@W8YbGM4lA7H4on6ZA8y&)=R&TxGY(>cF7!(-j zCGdO3FIUt!2M@@CBG}fJ6BJIU*C6Qo+YcSF{r4g0+r7U%&y$4|a-oU9-}lW~9q$4W z)cfD{m>qtJg{G`?oeREH@iIUXtBX?fvxy6Q4Q~1RMYV@&(r+Y_>N;;v2 zPyXpvdz3eXsDqDB9_P8ItQ>1Z#F`*Kv3Po%FcSfPGIzVJhlg0V9tHXIH_KgKyr#}S z^{4Tn!Bv8IZus+_m|Sq=h@fAZR?DLfCBKtB7z!!d(h1pkE{)~Ih1 zi5`CXbI*M{SblnT3;}*Iy~7LW&7LN}FHe5O!_VLtCqaMZKel)>d10XNi=d+T5Q}jW z=-2=Ed=F?q(l3F2^AAOjr222v6XbW{jMNh!L+;NK_z&joh`0kK;C^$oXCk?s6mV~w z;D7Y%<2`7Ehowj5_eGQm@E70uju#MHigt68 z0Drafc~8y}qQ%j7tEus>ufE1Atr+w?~o~5d%(CGWzEAung+MY~7mUD?Lrr^u}G|0lwKkw1GG>A9( zm!KE@*KHob<ixLzBn$!m&{7pV{5lYfV$Ui#Ws>`qy>1hux=imb9ikn6tt^KMec zsL_UjS3)mM=pN`-HvZSHP*CT71@*f5p)>8UTc!kYx&4UUG0~F1t}vI`N{UuU_8Gyx z?vzh-xCuls*HrBg7ZrcyIL*&_HpA zI?uG!=?Yi; z?j8MHTw&T>ByCco@(>L+Xk&D1@T=6}-t9nS(>`foK z#JzJAaPxoXbdFomBYL?STl$ud!+qoHERXH^P_e%Sa$*y$D z4rLUahs5be(ce3&YhCG-;Fx^&@GEP@uF7jk%Y^oQ-+szn*s>XAA>+iRjqtAg$LzRu zd#LjVdjIGyO4)hn^$TkA?rk$hU!;(_c6W{M@IbRhJ zg89bprnsnb`vnQBtPBg)NMaQ+_`L>#{^s_%Nv?@eC*OMhk9N>aQu_Msd;h~#m8wDI z>}^6GzSCUe>Ky{)H=X@gLaF2Lu6&CtKjGyZ1n?hz6#s4mHTmBB8|*G>pi!gmpY$_3 z?lo}H;?J*-!i--=;#bV5$&Y6rV|RUjiJJcGJ9otzjh9oQCcmgG?Xqkkwfp5o?h zdeA}m*AHI*>(^afC>-Ye>*}X|SGe8zmpS;=!XKP}4L-B5aGUcl>kAJTe&qbCeCnGE zA8`IvdF~$z`<#E(&i+ba;;ZC%jW_WiwXCid}InaNw{`>|n@=ihJO^ z>sDb)6sebY2Cy%c$jJ#I8%GD`cHOAkriK0@iIkRd)Q}n(;2t7sNH4Vv5cmUYwBiuHH_X&t-y&0qPplT+sDu~oPtLPnOx z!50OwQl6gezPJs=_7hKl*huwK1@A&Rlaq=&kZjQ^Tq%e?Q8vZ1B%ab#9oM{jE6CqY ztm3)qD)vD!YYFne?T4!bGH&_4HJ$3lbwtd)$j-dG=d{*GB=oAqwE?D1d9C z0Nxk{knRj%YX+{k#=;Jwy}Tq6?d2}_1%S*ARc^Y-eb}w=*8!Gq#Mee(<{LHO9#ZJ2 zL9l$(OvI>4X%o6*#2sHUPAbP!3ReU{@saw)NGqKB5`rUisWsKeH%t8~+;~R0O;lSA zz!-HV0Mgkkc1yN(>>bW#R&LSlFD6!wt?ph@QhQk*k2dl!Dbk|$5fhVut6OR>tKwl2 zcwQTo1fknJ>*Qfg~meQFcbDMD)pi#VPzJ_09Qrxbhs(Y*My=DJAq10 zmIQVe%K1qVmBD6&Z|ar(Akr}frZM9!z@RwG6yz)GC>G^ zB?5Cr!E?+#{FH0Y!9hr+7mO`E2PRyzv>LT#WND`Se(FIKQ$@Whq$U=*Yxu1C=A?!rM; z0elOl6Vi@?3hasTDm2HUlcBNbWcyfjvSTbd85W&r zy25=HNaRM*k_wYuZK?U%3dxK$L)RrI$<{QQiwzRD1SXnZ(Ex<7T|Wj`EOo^`-s1*x zO`XwoL$-u8dswP^R0gyRd~}FP`kJTRtjBmd~Ri&*<~BKMf}4U;Co)Y zu|4x3m%=%tYmN2LD%>QncTahaeCQ=f`-agbLbq zuParVRgsUV2x$_W-E)$Pb0iWX57~9Tx<|R_ew0cu%F?he8XZ5_)q4kzR^crX^6JJ+ zR78FJmGa=aUpj*`?HfZzT7{bhey%4Vq~mhO*m#`5l;RKJW5{)WO9bCy5Enfj7aNbq zAOtl6mDt@Xuyf0lIL+vI7QJrdG0u^dL`L`;zp%zdgt9qQnY~R==a%R3Qm4o#Z!X0% z$YJaZn5)VPGBA3!ptMJwc?rWJ9JY%W1T<#sJ_lk21{zWGicc=EE zqzxWhoLu$Txj!jJcMC$?lbg3)5L3ruWx7f-)`)zO-V?$0I1A3*uDs(0ECJ4Uw;)oS z7Lv2Ad0xo;_px!LO4LVG4OS~PsaL&}Q=R31_azSp&wvVaE8Nwsa^t=ror`sx+syR^@ zQ&l{5JTyKl-hg&}N?{8mj%aBfU)F!N0)((2q{pgNxHtLQw+qhZ z=cz&%a%kxKksNJ9YYU7whK|~G|52NSySsY{?0%@2W^SwSj^s1bD%_X66Qx{R=em)6 z2XYTD5x{cuxql2W^sNP+yT%@*tz?HAJSVADcxS{wZroM2mR6rqEK*8}o21eSIObgY zO;*{divPPJ@OO`0vbC(Q8QUa_!AB)(>KjH*=>q~&*Wn~VgAIDR zCZ;r+uXd?AoSUuK8S#L{qjuxNTK1-j{JVu9xkqCOCH{10o6C6EG`lDG@b)CU{-qee zO=lQALBiiwj;7M|o`_}aV@v=7et!6t5a)-VZa-WY-9fm&cMNd%tJz=?4^~=!tdyeD z&PVsHN=2y%)!iz*FM2_XC4k9N`KVfyPRe~Jp3m4>8;X@Jg=iVq`M0sZ+Sbqkn z05=CIu$yiq?!yrn`^XMJ$JM?Jov=xf%h=uFIzq?RQV)$e1!3Y4OhG7gYziJ80}76D zmy7!pB^N07y;G$kyClUoy?*uFDm>CHer{!Tm{D}U#J$19KZ+Zxb*tn&dXBp&c=NpM zzHHC2cQYO0w+oa10MXTQdiV&)1g@d3*LJf%-L%L@6oX0jg{mKkcf>U>@<}W8x-|fY z6A{O)IrQ%zrd4=U@OhInmu^SC^oKYcRP~o*0eezveZ=uG*?-*2LGA&f146us@6~h_ z1>aBs6XKcg;O&bGsSp-7cJ1pvNR}TP16lSB6hMc2pNd$OFZc?6RILgZT5_{wO*#5viV8UW7*jC~30|}WY#uAwnZWOX|s50%IJPNU`O*eBs zxSwuR){|pNm$bwKmc48AC=aDbk#&Vx{TN$npZYt|aH6xae2=*V&s~7zy9W+`A2e^R z!pFye9!=8+zbfOZEye#63@XoYa>8P)-#DH;B`gv#E@Yuq_{13S#f`1-JPkgq*aO)$ z6jUp74!^;38X(&~ZUoG`oBt3!u9SmMjsd-{>xAyg!t8b8ZO*I)uCxF`UH3|d&brY) zPmckG?%A6o<$t6o_B?uc70^>Rw0&v}X!A){z@)g!Q+ara)9mV8^-DK2JhMM&2v{94 z=xh}}eIOz8tUyM~JW-w~NDb6cFHb%}PUf+8pHPM6FJ93bG*t2|$(caQ&{0QOxpHG# z9V8TWdVmY5f$a4FLMX-r=~pY&fjKMKZQg-mWqZg;!7mi8!gGSh+7(h?#|?2kGzrf_ zXQpHhX1M#ISPDTrU`2*9mbo6B=YT@`3u46c`$O^r5Z7M{lhH@K=QD(>n=&MmuT+$4 z*}=-yPlSCAelu$&GiRYZwVOrTv2VE%zVLUVf02eG%Wz89;G^Ru<=`?xDLvc{*6o8c zx@*#n@_lg(sMen?b0`vbRyAtEPz#Wgg~3Dz^%`hepgG0Kl-SlwV?b>jE#;Z8h-dVq z!RwKXs8+G5{>=WM+Rt9UG47w$R^jCX37LO9kdXQ8frQNG4kTngFObnPQ`J4X&T6Wo z%=-}ScS&~XILlj$AEPitV?BdAc^)FFLD2CU|e_$!3A3SW@ZqiO8G$1eF!o@9D@VvNznCZi?x)+)s! z5`dW?HET7bM0a65{gdFq4Aqg_Z=z@|pSvU^`zFh;R{g5iKcTI{7sp^tAE)sj`8#F_ z1#QZM!6sS&rYDAV5H@Q;lzeFnDA6Co!&R>OR?K|8k|_j#ugy`QB_=@(H@nRwp0wtTZR8O_EdSEu8mDq z417JWJ>u=bY^6Mu?k^*lg@+Rb<*mY3$ABtb%?7@+8_H?F{CM6d4el=X!uZ-4&^Jeu zMdvlcoY~(TOygzX*z_-g|CkRWj;ZQoDTnE$8u_QE(O5Fp0iiRfU;9H zR{P#vmPpTz01L!9fJx4l&69^SHLF5is#)p|Pgs~`VR-tOA2iF~7z18tkr$k}%Vo1z zPh$^j2=5zvh^mwcvtR*ghs%~h60SC%?7hKR1Gx#9A^4@N*NYE)&(?fN5uR`qP0Jfd0EglquFZw#IS5cEN zUB|PbY*uq-MHX#3GrFxrh@n*#F54J0)hc{j%!9rPM3KfurVOuB!@W|9RS;Wt0ywU( zppZerR!{&_V^R2>G0-|O28w4+epeuKmO7S>$rp3QM9^M?}G}|LIE82&5EA|t-|-mo+>t}cncJ_r&%FThbkXB z0VsPY_x2P>c@S0qJO)(x@bwQAZ)N^qe;^aUJdbeU{x!>0a+Z@=7#!7 z(X#kQ2NE(r-XF*W%(rfp*G#;GR6*H+65Cg+)e1jvX$5Sp@{sf77Js2jH~;-T#Mh;* z!cYEARBJYrj1RhG0rY5h19Aans7hdy`&WPUyd$mlVA#2<=?-REGa zAsZMG5cp6LkU&KZZy;Nb&&O*QwyuMejQ7yzpRiWp7h^!bRyzk*pL*H<#G#1Y4C=-G zH2yAVh{Oiqu7|tP-xB;cm}f9fsdor1cI0Uw1|(cM^&E(N3`3_?_~jT(u~tF2-YBQ=zurtOD=P5#@CcYv zO+B+NR&O@91WG@`lHU@diOZO8(^V6oplMR7$?o6R_c=@w&fUo;`D!oK}MpMO^4G5cQyGFm+{jz6MeLuRj4HFwC(`5aQe zVbZN7Rfcr2WHI#-i>KPk$AKsBN9hdeF4oWj{W!3T&yL^kV(}6{tbV(}_pA_B1&DH- zv6pl)_8E)f)4!w}`p=Bt@8Wb9u!2{y_^^}?d9h#@#fM$IxC_`WWbq8KWa6yQbK|41 z`_R9Z+QhM z`gp7rizeRii@Sps+9+n+sOtoV4q-7!SysCZoq;Ft{Q3TvUM zd@>iH(qj%UdW;9Xq$^cHQq(H^=0LKXe|sPy^KSx~x$q%2Dh-s6P9af@KUL1_MWm~Z zZE5jh3U`6cj{_)=GI#)8I?MvyUja(NH)jF!y11KxyKz_iA%bEba&ZXo3thYu^dAo-Wd3v@ zA@k=037Nm_4`c#_{!~}!OUQ~hb95^cb#qvxGAE;tvm?L)*P&lTTZR9Kpeq$R&`<_- z0CQV$T{3S>|@WKb{r^6sE5N7~w-I zXdeGM29$*%T}Nh7-D(Uw!siY31t1;9C8w|0bN06}pv=d@0E}n3Q&z@R6uI*Fbe<6M zEo>HpX6V262Oa)_;_W*BJqE~VQ92gL$kgxzMx)tJ{u%923HcdUysFIx0nAh#v?!#2 zw@TnUQA6#1kfX^}=c(Z&fu#6nhpgmIXm|GlTy#22AtOHrg5d-vbGm|2vS7 zIq0y14!Wn^Gqz#0(N5FB2NE)e>$9vOdys$XJ;gSYPaFfPe1a7qsy-OM@Yz0^a1qvX%s)|*EB{nLKy#~b z(%*@mlO+Q3&wgAy$)o(nR_T#AL4J{cx)8Bv=i~@#PM3YlKUwLGL3Sp~nFE<-v4KCC z)yW<9z9|@G5UN)WCjSf@RJydht{MN-w+coCrE!qQy#?kHsylyz3H(Uoq`f7sl^3_Pov>18RM9FLF_|Y=mwIo#!KTxSS~=h@hr71WQuTjLwOm z@zvhpf?wIe{>$WfuxaHG$Z+4;SrxB2swCiW2_FUO=&@k2g=>Jg)Z+FN6OH()9M4M}thf$}S`3(|G>CJm zLgOXzdM57h7iZJkExZ%&ye#K(dwI;RV7SyEcUE>Q*^7e4)w`t6ifGwj$nO z@--Ir4n%<9t&P_UMu*Ff3lw+yn7|CTZW~rrTWc4`>n&tIQK?%QucsiDsCE-mvRS=u zA}*7yv2y0Lt7^1uiieR{ekJV9mh5%MXb02^ZTiYOy|fJN0Us3@Y<@hHLd#d?MB8W~(-MD3=023CPWMyqg2#O4%- zP9IEwQl9U{IAFbn?$H5T$=o>oaYOjjzY~Q{JV0XBK^Ji2VX*|1e|BonjR|?$7*Kqg zL`weY*_7p6&5_^bpI*2?Q!qe4wCa7hZ;hQ7_5DIz0DggJ73K=6eP(L#Dv$*Dgg0Oz zhq*d@LLD+xTpsvv38Hh}7|gCuR>Kr~D3=0eFb4K+d`pT;=)ipK_KX3oKD0)Oy3g7Y zJD6%f2I+0dLZ7u2w>{^?{4wA}916Jk1hYytfh7fTI2nh^z%c^XNRa%WJ_ekKL&;fE zMCG4izB*VeT&(hhNgvMK$8*a`Nj&^=zK5%IQzUKel)t7`o1xk`Z#F&L|*l$aK`z>S%c_?rqmeFv{BBo z{B!iDVX42@%dX^~3Azka*8$Svo0=dAUo-~%@(mP#Ophd7{^>t2N?!T8^W$y%Y~+CM z_~yMhf3UtB!WsGO9Sxs!34~rvQ7t4$PCVG%E02~PbHI- zUYb22%)v7Ewp zn84>a4?bCIAX8f`s>Ot%(kGKdQd`TF?I_W&FU^S3zQcwHvqFxrnrk5ErF^SDq5GQ7lN*1D2m`6ii z5D#(D3Et5&b2+B}9Coz|w~HwbnZ;J&4+3B@mZ)1dJhLOs-G`O_f|+et2&Up?9G~Ia z*G(J7l@KiKg&smNymKoh4S~W#wzy}2GZg1bt8iOqs_aGT>Y_szmWX^QItA}nG0h%` zPL~mcCthnMR{c$2v+~)1$jcUG#nrc%SnEA6&EEv&VyfFMd*=}#)F zy}GQHm$ikWn-kXcP@NUiCXz$PXTk}4Cc8BPPU0zMrB_>vo$+K#aef$*oLM@rLTB8a z62Yxd$PzsV=JG!kHokzw1FFzEEQ1uij2_2MCoZeE_q_6dZegl&`A~ zL}(W8w5g1ybT~q`$3vb9SFNQvbz)09y#pvY>eH|f1h9A7)P4u78cb-H1D$cGFwI`6 zMWf53VCeQb!J>T;Eb^f^uvim4gvW2Z)Q;T5w*!~cl>_zC^-FZ9RH`5(=~FY#yLSNIR8xG0*6 zW0zwJSaL9)cQRHiSYWKKRbalBb2{GPV1(%(_<*CwbVW3#r(VvsFk{8#E0-G=*D}?7 zouRyOm`?*oefh>UI@a-;5CsQKO2+GzF(?>$&!ZgCUC%x~a_9T^zVwp8k>AYAVHmp~ z{lLik?($F&s|issB_Rc?qA56O1%yqkswP6B1&*ItJDx zIdGF{;u0+BCq)1g)~6@L`r>G;w`^hWs4|hqU&?iQio~Eq8iOZA8!KVIgHkpIq0LnOlNl>{KJU0zi zg2A|q9aCW02&JY|9lse-vN|CpYoaMx*3*v-dA_ldZk-sfRf=jFl`^K&Shso0dgDsG zXJo9yHK!&lKVv;M;-XGll8%VlEeWZ;G@9C8t}&Q@#lV4s=B#Ewz%hwsbGyNIXY4?M zlh3iRTCJ`{XXUc1AjaiobI2?kYs#o}RySPraw#t7z+k{`yQ5*O&y+Ex zHGMY6s#D@ZH6a()MRVcA4g9K^&{$?oP%AcRowx{C!ud@Jab6#d^L*SEfkzC&=x$^J z?+wk;#$m2YH)pMl!#e(5v?E&VgtTmkrsa%{SU1gLv-GANfjeXBEB)ZJk*D$Lgg=!%Pku2_R* z1T&U-HjVyaV`I%4LOGSo>*iv8*3KAB4@BRi3F+GyP2chrl~O-#`l>!*d%Lr>bDg4o z-L!E9tacn=*zHc8+A-*lXn!Ul?XQid{rFWos>KT5%jslgW)0k4sj+=Rr>Y|);roSz z_-=~E_bjnzZ{`tGeaq%^w2CQozDX+w6`hh%_CYj$J0XpmqiI~#!|GeHgsb_E=}gCz zktbgqx&8T(olhD3G(Ym(GeY0+e{O2RRbMiVy)U=+e!$jg9-}^q2R~29gDufKm?Moc zxdLHEvk6s>ZaRT+8W8sXmJs{Pqp?@)B?V!F3#f9KTT#r^>+qClewZ%X5>5Y|kftl5 zX-c{FV<(#AA;3db*R6@J36qog2d<2!>#WU)ME7oP;_w33Esink%uJ1+0O`1Q`R0p^ z{-#xI7|klSxj?IGlzkA5$0nrls%RRgt24Iig}e5=@K#;uf&d7+xe2j*T@38@J^0Ce zAAH;HcRaQGtxt@6@O>jMKJURU0D!PNGa+`bkH&7QI{3bK-=?GH`$~9Sln}2sMB_D` z@Y-|7b0eR5a|fC8Xmp5}(#n^ZITld|5`|kIDT1UzEmGHVQAztZdye93v{UalHK05N5 zCq{O9#9seI80}1m(Y4VSP2c^#TSi`Ze$PYi+w;ObdtQ3mo)_MuGb;#yu)8lIcA04G zjwcNU9kJ`#yM;F64(E|~J*uPG5t8uza6)|hqw$@_cRGW4XfMjt@py!er2jKv_KAd; zu{c~rlxNb&gU|2zz)gD|d}!~JUdhuw5k~)*5Tjf)M$>n__|6ggK4FI6^A=36&aEH- z!tRxX*qPDTO&WRmqx)`paOBp9_TBFhHT@G|^pk`b4Mbyf^sblRJM#ED;q#!FOHi04 z1cq?@*Mv9@M&o$+$cyjacl$m1Jjx#li~mfBMLrsf2~MEFv;Nc%gw5eol3Bx6G&bjo z1LZ|#11^3o2(tI(cjH(|lBRvwefOig?|WQlV}gE&))@(DEp(!_hl0to5Yt3-yJ*5q z+^8XM8<{jP@f#IGC#C}&Av=d7OA+^R@RT7AQgmYUBD{X>wG9@!?vq)3*IwJ!BHL5+ z&l&~@g7eVy!cj8Cc960U7uf{qccReOU4uT6+;DH_|}m8MyB&#Tj~3Gu2#<27yzzklw* z$N81;xIQ5s)o47Xtw8Ce{z@Yxi^u<&FuNlmX4|4Mn+^XXMb1Tj5lL=5*spdQ@va9c)k_mgEq3MJo5O%yPkVL0^ds)LAdt4J@5<~ zvklQOZfdea&Tuph^VYB&Zez1KSc3Ua;cI3}t;_UZaR$r$SzgYeh^r?XGj=PYleienvl&FPHMmG(K zn#BpJxgnaGW8}(kwCwJO-?H~*kDn+MitxN3A)Yrz<2m8g<%+@6$X}yzRqk)=6Qb~@ zXcSI#PAS5w=BAZA8EaVC5wOIz*C)jJAEI&Yad2KKihT1_7>Ts8x>@G#1J52BzZp@I zPe{p4(Ui<}C}DYUwMx-gU94<378qBW)?mJ2Y)1ZvFa0BKBcfs`Ar)_qrXos=Z%K&4 zTcS}o&SfNJXqU@Oec}4QM+iCr62sn>5Zjxhv7P8(Thp7w*gceZpc1_2Ou zyAon|M>KXPu7=~4YTi*k6I~f3%g3WRB47#UKP1HY&S;!ZhbN?^k9 znJ4x>b+fU0-SR7z>r9T>hG;lwS~9c$u4o#@%Uf4En(ohp$&`ec*wL6oDVY-zqVU!j zC}6LuB8?XZA)Or)ln=y^`3bSPI~tqmT(WxEF@Dt!yo2D|L4yDYyR#EwcTY5Sj+a-{ z#LlmT$Et*Qw4(7iNvL3cYh!h#hN`5bK#(~P|D-;TQNV=t=7dgmoq%)^Cr-`qVH)Mn3(-$ct~m8E^OdJex|qCPYCcAqDqF zQxK(OZcK@c>VG)8kUFBiQo!Cki|*4~+ru6IP! zHPcH@kYhazh_HNTLM-o##`4%rnPIqgaTjs#Gq;ZLoE7ZUNMzC391cd9KAaF!cH2H8 z-{)AV*hnS7Fa5eob4#<|vo(c-5vETk#Pprfm`+!7;wTkK=VlN9VfVR&*u5(nJ3~0f z=_MlJAE(rtJ+0gJKJpOIj|9WSIovXYV~gEFx?LK41zONj4#qw$qq5`zww7gcZ# z$=Ka~a<~0voui!q3ES~UCOb{MFB;pKlC9E(8D!3c0TGrn6Jq&bG?w0(r65@x8PFgJ z-%}If`~GNrmo66t0+-=(?p78VkQaeg;*C09?|}P?dD5!Y%kO8e*tA-gkI{BQR4z$K znd0QoAZ@gqjw9c8yf3*88QSO_@knp z6W^$MAo>ak>3b-ez6HFD!YWzh5oLQ;l~GQPE%9~c4hv=D5CSYA6U3K@-c?JYXGcPM z9_~a>4<&j|3<3>Lb2A@ob0V_}z!MBP08gP&uqJ1HJ zKAR99RwgY1A6yx4pfmzo;%vXBOUk@@OwAM3=m<&pej_2iAC1O$h7>olkAi$W!61a; zPZMJJv1kmBk{GVYqkIN-2GeZl%OMbg@cVT_{2q_S@3_66esIrwZ`$+W=XZVPF3Js( zYgk9K6Ch#x*M!(U5smGv&6y!4oUCpW%kgA?=jDAo8*2wR!gbvAWXFvsqj9}-%UQj+ zr6sHb?g8H1EaCZg>pGsmv=F-|zy6O@N|{}s6<-*AJa3gMTkA71mK_r}j!wvpr=q!W zU={N_E6yg(`_$U7SYo^W5E5cj8}aX*?kz4z`<%|H!i_@26d`OD2wCbL03#Pju3eG)3Z3E!3pyx6Jq{C zH0CRJy>R!wcRw@o;!Puu+_mR{Td<4nx#gL?Pd>i)(VIwZ+z)J}^@M1IvUei4XC@E`%b3otdl6FQ^e>EZ1FGW**_G&5+ zge2ObN)c7M5vpPv%tfpms<8p-8KPjUxKkz*gmrR9-3!tA!-RBxCYsLER#uw*P)Drj zA09Fln%6^=XL-hKLp1D3NW;s~G|YFl$zR^|9#ozz_M&WGG55=x-YaYS^6dl{aP-;f zq8-ul=Y+KUV>B(43dQQdJDb0bbPxbxcj!^c&Z(b`#;z}LpH_`9?b4HudAE&;sv{Fp z^|@%OPFD#CD)B68m!c}9PEj`viJFrWQuFy}YI@~uSCy*e)oKx5c&5hcGPc9dh&n-C zwk4W+6VmjBXqrynWa3d0_E>?j^0gb5IZMO9Lqy{DD)P{>mNz%Qn}$Tqc?qfcr)X+U zi6~8d(W*^b^m&QZg79CH5dSYm<3EkN(F|B_c-0GaCOox7{htZ5D-&Y&rD)71;JpHa zyc{|M)enS?nGl;VM`LsJm6@R>SD4u)28!N|?0g1!>-%2vq!ot15RUbPIDRD>$6jQb zvVFgook0wiLtTQF$l@aF0FQh%EUq++9@LD!)zD#S*KH6-ct)Xx0$MN3<2; z=8d(=fQ3u=;zaEsGeJK@>w6Q@`n70U7p_75ZT1)xr%e{J&zb$r!9nTYr`NW8ny9;` zMA1hRQuOs`idJ8m$yWL;R105dTw>Pi^tb#_b)hko$A8#4qg1Jx%MA8lAA5vx&=?RG z5RHcP8+eTJvFen#@LWPJyb{fYd6a{+>)D%jJ^PV;k9}<4?e@q+5AA;T+1)$u!9m+V zf%WBs*zt8m9=jFM@uh@xd?T8UUa=NYx}}T<*z0&qqK?N0D3^of@w3VRA*E%zY)dqK zFCk6ejHW3nyZl!PQTSFg3JW(w?2Bga`V5}ELY6bx9I{}vaSTsSTv7rqzGg;{Jl;oUkJX0C?> zTsy!Ku008H{eCpAGho&9*7@zRUiP>eUQlm%_#X^H7%okS;Xg-XcouohAT!MBf>x^I zQMF35Dj(F457n%wR+V>AbP*b5A4KEIgf#vjn#O4xQ8V6zeU5~is zzbviGzCvk*YV?WZHTg&UiW%dAexzemdr@2!~xH=_IDgmnKbn(k=Ndosg=ZM^p8B z@>v<0FkgZqIK8TaM2W)-i2n^wPVL}}D zMdNs^S2XFsU}iPBvBSX#(+vqR{nuzrUk#tYR(|(YDhr^F=cQTT2CtMkft!IE9t9t; zYH)K_QLry-`OD@c>xwA8Iw8fsj;4535{iu;_^2Aj5|7C>Mtu?w3JH1en`j=K-h&WT zqtY0zn(niY;-OWBe#>Wr+u3a+|LHP53A#>NU39n3rNYHYv*;<{Ez))i6QPDt_Z zqA5NvF2w=Quj&LR>WS$6U_yHTJ(}Ld;q+>c!L#yO#>Gw4O4q3zMSG&{sf4usKAN`q zDs8N=nnn>1%x#tPIF4_?-pGio|AEIeFL!-rAhO#z zjHd5IH-TXR%J70f?DJtZUuRgt`9}$H{!=v0r}sd`%l(Qa&zRVR*CT16Xrj91&=M9q zTY(e>WBodP(R9<0sM(v4nm{ks8 zurx=!Yc*_a7tfj?>$zUd)aoY7ct%bhm094oEtcmpELcXN+Vz?GRx?KzOY~XW7&XKk z8emTB?uk3EnwjiW`XABUS)ih>QfN4LslqBxbkmaPnVyiI|BR+*b|_YtVG#~l=5~GR zV!#vbMnc^Gngn+^&1!Y4;VBFdj=KX-xc4Q*{cq8@pAwkbz5!__ER+~@ODR?h!vEC? z@&B(F_zQ2huB=f@<_fN?H*7#^tS&jH#A!kJUz!mA|BlArsc5>PiOQ$QK;7KLQ+pxX zWE3!AeN{rN|0f#jvsK$go`sem6vj)O=m!baj?rgg)V&a$0}1K;-)K5t(~(YYSxA!2|h0RPa<9ar!JL?v3bv zOG3I2I;=x!7vbrhD$=9aRT2}GdUQg3UkR}mN6hEvoqX-Jf@@~Y>*GDb`J#;={k!iR zEvdo&U4h^?CLVNNRD&b(blM!XY{h@tYAPA0I9Mg>(6kXi83`yw24%)4Yz+1B;v=Tq(y;M?V6VaDF)< z&WA?he3_~Y;U~%h@!o!vZ^LK5^;?!sf>bu{kUnn^WcDzM@&&nt|H@iJPcb#jB}v zC*=U%#nJJM*Mun8mym+Pqbay}Wandh+K=wN>*IUwcy8pW_UE41_tAIamie9sAKUlN zPwl?rv5}9zqlZTiKKF!s+F74LKIaZ4!_c$)j#;n7hyO^(hjGz-SS^Z$Zb0B2D@(2( zr;=*CaBs=JikLE&;bLXd=vY#@Ht}nw_JZt2Rd5RV! z1%T!!Xfcs*5P!GylfN-_`Md3q0f!90|5e`M&aJsUGwjh{v>BEh3Xqbrl+RJ(An4s- zqdpiD?a$wT*`o)p+)MTpl&QbONc{WyDgM~H;#a15!Kg?Li}~EEN7=^*rK(i(a@_2Vo=`Dd>X$3gLlP~l>ac|#^Pq|0}TyPD<{tw@J@S2<8BtlT6eo-QM zU+ky6vKQdJ?>htVc~=_FyP@OZ|D=%^67m-67=>{g2U@efUPuaYg-qR09Rh4 zxUc^@asG#Xaz3d(=NsIhWM!^cD!^idcZoP2%XepcU_mI|nagMM+jmJFs_eu$^d14Wyq#4)5PUbaH+D97U;#cU$>wzO1x0z(qFX zSQ_sW?<4!k`;_{;j}1)VM;T(|8^qt#e)4xjeg2MhZ7<@Er{0^Mggc%NUUNMJ3PE$y z{fMNP)lVs=)|bM)CTst5&-LDXZQsAY-21{KL5`zdAns1>CwJ58b2r+XE?Ep0J9I*l z?F)mM$Q}4BR z_rCZ--^2Izy?7HH2MV%U>qX)=-A`_hs?Tj(@AZ53Uv_y^$QFD=99`5;j*hO+(MZn* zBSR78De?9Ge)5&5&zFA#LhtqWL$^h#tAmI}zd{_|&`%Dh*W%D!n;Z)V)%>{*Vl%Wp z8Tke=c(-6MYK=0Nn+*{Q%*iQhl>U=|9=tWmkD7`cy+-LWDAp*4;!MN->o4nlF4W*x zKd6?=e9iHgT8gJN$5Eci(&q2*+@<=MID5%dKkgdhvGqBd1jB2WxqZ(+PNV7Gy$|+X z|7-xUN{#o3*Dv>z*W>E*I@8l4aC+dmJv2wU@0ELcAOA4sh9|F!$hpq=j%4{>KV_Lw zUzTHiS%Un-lrJn>`92y1LH8q)Vt+rSm|0(nsWDPSU87g$UE=wV{p9)h`aCc2cm~U- z1X^%5a^H*3f>DKRsrR9~AiY+UEQT~l#Vn(M`F_plHemLr#vz_dWkYNFMofO_|1S-HIn_wiHW{gK0}gCS3}5QX@mp18VcS zs#(pG???+k~oci3I<~5=O_`c_F=)Ji@EhVn-h%2=r zWh?#SrZl+n@!p%CgwaG$jDArfd2{`gcW!-o{mB|=iXf?(*OXZPC4oVq>c38$|64yf zpI4vrfl;^Kc|Q^t*Y}f)`SrOt9pah;uUykxd7<~d`)Hd&FEn>g-2z)Ms!pm~y;sAu z2O0^z0|}T8-tkOOxBVkU5`Va#5}#OK;$vtRp4g|hw!4(+!rW#!4;`593yP-s4ax9G zKV>+nz6@~s3XWI91}WFukGH5(>b?2KzQ>*n@?Pg%;`y0=^1PrH&u-{5$ejiZvgiLw zjC@8gq69z<$gA*WQxT&BA(v4R2u;U80Y?YdKIdOZ2CXejtmDEc_|8@P?|(ihw%#Yz zIx!C!-c}173K*a8`rL1a^{v*YgcTrx_6g4K?Yn3*!TR6!B!zCk|7O}@#m)K zxIx9q^<^AWwFlRV+WHdp0&(}desXt8eeT}g`_$E*JL8Q}cz+4zD~IHrpnmGFiD`_u z&w-js^6O#iSgr%Id++wz+blzH~#xw6_iGX+fr|ekWe0^pls<>hm(3@-dWY*)_;d z=o#@ev!6VjUX!O;BL)nZd3nzzJu~R$>G2D@@*NAemf&F8mhRnK;6HHAvd4KHPBon0 zLrv6(;M0H%-e7QHEv{!&4&4P;U-wkr(!IN0B9Z5-;?e-*fh1DVM(6c)h)*vP2g%0WyZ*saHtnu*%*6YtXA< ziKiUek{w(~Cd1o(Yxh~IbA=Xb=aOcD0+9&2sHmMpY*8h%LpwHxzyXo$Zv z>hm{}?x}}F+ZXP()}(d>%&DS0B@Qn#=J1dZhwrS<;n)qZP@gV=%Vw=*l(;ga#>h8_ z)5{vh>Fl@GI9WxWdAhsz#!sn@XI?O&0UaiT!`qo8?m9qW;5f;Q`3p~)X^FGf%Hi4m zks{e|3d&x2YX;J`oZnL!l!mRZu$vyshvgtev?vYkD0j>Mz(m;4M&J|IMZXB`K)KyH ztiBqio}J6@%-S7r8zLst%w*xVU(t8pc4yz74+aga&buVYgF!)@55s>$Yj_v^^AY;z zUi#;L@lTNFYwGhnW&bB0Jn+hm`|o)e_BQ+BN7U`JHQywDp8_7r?J4IwpfYUQx%~cK zgWuJ#e4I(HZFk%gNoy8uAS+w6E2!ZqwcaFtU+yQrSJ&d#9rR4ZEqAaFtwUTxgJ}yE zLL42QGL3zU7=2wZ+KfTbw@g)VJoMnsY4B%_bGrEZZR{^yMn#V`$=ZLzZE!*G{=1*) zedtk~e7gC@-kWcMJb^)=YP?r1y&V2<&FTlWV4@c6C~wxxTL!c?XG)#!3HgZWQjPbC z_g|Un*KKwlsLy+{YEst{`)RI*J)AUP`1xg*(`q-2Pw8fopzfL9l1zW^r%VUy%QRgK z)!by}FkN}z=?8G-?LR))`|=Yo@fy`W>3u>H44KluhH6;-Q`VEJEQ(UjMDHW3@gDIy zv7fvSs?Y19>Z6|x=)@a9k7PflpR$jxZ)qbuocbPmVc*N4UON1cxH_?)T)keOt9n<} zEb1o<3+uDchC4-5ZVVG_HG+>wDQo)2QMocSo6l`8WlA_$z~JGXXt)1~oysCC?ZeVy zEd3r!ORzMc4gM^}(g-Xq!_pC0T8^dTv9tn9r(o$!EG@^c-M4 zEM1DF)mW-vX$_X{!qQqS?ZMJIEIo^*cVX#sSXz&zZ(?Z!mVSbzjad3MmNsGOA6PmE zOGAglpUqf0982e7=~yhi8%rl)={;CljHUCiv<^$}#nJ^>Iv-0}EM0)5i?Or?OV?s) zE0%7@QVL5CVW}NU|Bj_JmR`kD2bR8yB^yg`U}+nceu1U!So#Z=I6cjAiKV|{X&06Tjf6kDu{0h_7h@@brT1ZJ9+v(MOJ`u|5-hF8(xq5> z50>7KrA{nehNT@?x*SU%z|s|1x&=#DV(C6CeE>_3W9cd^y@;i&vGgS@U4y0XVCh;c z?ZeV_So%GduE)}VQSj%3SQ>$)3YLz*(hXReiKQE{bTXE1!qPG<-HfFTSh@vEDJ*>m zOL;8ails}i)Ptq#v2+`jK8&T?vGfR*?!eMBSo$!QK7*w@vGjE;-G!weVd-uxy@{od zVCipIx(7>xN5h|cu`~fo_hD%|mhQ*Wd@MbHrFUZKK`gDo(nqoMUMxL?B?n6nV`&$b z9>LPpSb7vo4`XQ$mOhE4k74Q4So%1YzJ{g8u=GPLeF96r#M0wf`YV>6z|tVN=h%4? zOXIQh6qXWLdKydfu=MX(Is;3e#L{XkJ%gq5u=F2T%3$ePEbYY7b6C0xOV4BJRxEuA zOL+gh^8%LeK6mFuEaAQ8&P!OryS|;hSi;+|otLqMcS<|2U%`9Q>ya?EaAHH^_@Wx8# z%UHsj9i7*(g!djguVV@C3v|AMCA>4w`6`z1);Z^ESi-y7oUdaEuS|2kfhD|Z%=spk z@H#K&zp#W?UOC^w5?=e{d>c!6sgm;@EaBxv&UdkdSNu5N!xCPp<9r`Wc*%_O11#Z% zEY5#p2`@Bp-oO%G7vlU7OL&2X^CK+bl@iX6v4qz!I6uJ>UNPYO6ib*y-}xDqFde<~ zb1Y$^cV{1#Fpav?izQ4s?(D}BCeC*Hu!QNToda0Hq|eSlEMZb*=NDMQWW&xcv4kmi zoj0+B>1v%{VF{DII={veCPQ_8gC$H8>iiZo^*JK`uao-uaBL18?# z>xiSbcrMlvhg{Y<629DS-fJ^X>SVzZ&Y)7m{U|75%bA7{p*OCTbyQf#0)7;V>)66 z5-0U&5)Nm@95J#P}Hptd1CU;=s=thBl7FDrXRu zaFF4Mkpc$xj)=}NzIH^AEaKYAp{0DfDlGj1grJpS?d5FNE^W!eTwl+vJypvYuo~em zT!Y=TukBYcnb%i`{S^&bMEF~- z2>mH;5I~6($p2}Imux%#W=f*zkk9n8?V@*j)1#yb%*!Q0h$yHT-x0*qn+Eami8Q5m z7vAfEOH3zAdC?=rf_oI3EybUwnUZKaxHGE3t%4Gf#oYI+S4Fz9{$~X3nQR5A{>I|Db1@vvEB$^KTP;lpTR_qZC zqFMcbV7i$tgf2|O&?P-Cl)mx?cD;)JuQw$T*1z0DP=7c}Tm*;tq)8f8@@YAeop#gS z{~4hQS`&*K*2WH_W|$6Zj}`0ja8-5Q+jvu42;D^o#_%a?>C$y8tZcp*+@9wA(w|HC zG8?~W(^~}dHIZ`(jvP9DkzJQ!Zl5C^$Ei1d*1%Z5gQJJ1@@F!6vsXcHv^we(!BF`mP^))>U|TJH&2W~%QUaYH7!2nJ1Op}~ z2uLK3tLWO**o3Q%BzDL!;)R10YD|1yEh!^UFerv~E}_EjB>8Q+mpWl1%tr)3s~jqR zA~U%u+DzKEZr!p4F1;*m*%Hn#FxYz#AnIAd9i}>pJ~ZO8CsqjtS#YgICmcQrbWHxQ z)$%mMMn)xYP7`&Kboo$Po{FjPa)RqRQxdY}xtbttba!whTFs7BwrpE);3(6T0+$i- zYa}dn-zK=ez!q26r7Z!M;5X^>E8II4zR$9mQT+Q=QxZ*wZ#=>WOQW?wi+P8j`UP7w zU8p7qs044d0qSG3pa8VbltgO)BLBipDAKD0KZxipB{b@+IUg)`NzzSx^8P zY)Yc(0L@%iE|qBg4gTV78{45jf)yMwSqQlh;I^|4D-FAUgFO`EI|6b(TLrqFc6tnJ;vOW;UuHkY2B3i>IsC zVF_9!6~As8*&$o_X)Mv z*dptqc61_F&2uupO{{hWcve9C5}O?b#Lt_OXgY{vgCJr?uMljJZxB$wVT+{;)VL5( z#Fqlin`{OYXbzf^2t#8K70AGXIyD0ll8a^q7GuOEloY+%v{@n4{6@S$_HpEq%^FvX zP2jzJxE>}PSnM=Wr`?WV*RPnzBtarJ+GzMn$}qU~Ih&748xwd!`h6!`K3)HVFs_OZ z#qZwEu2@m*LQ@jb;!iduA^ncvZKmJxr(fOlJ4;ig6x;v^AqGyp1YK@K=pmUyH(MXN z<}fnR0o=fLACDWwBD&ahD;D9Hl8_crrwug4V#YF@!N6(Dg_hUuSiAG(f>p3#r%VTo z!NV)sb4wSvUI3lgpC&87#`3)|wL zXWI^w$*?Tko+_m~ts*1?4QgHQ69VJ=Y>nuGaZC^l*!(6q7mLS&^Q7Qh!RR||juedk z%anxlmam(VkR2mgN;5k~W1l@7my|IOg{4;LAjJh+a9w(MRv`X0GM*t;vx3t}37YB_ z973mA#i3#_1KC_C2J==yBG#$nw@;aNhZ8oY3NZO=7;&>URU3xv*tY@u|~8H-Z@E>|#2Ag&Z#?qk=l;PMeu5>3aYdQ*R3>rnLr!r=>S zA#`!5z1#n@?0OabziLXN`TAdD?=T*IIm$dq`>(BQxZ*w^8~T;2-BM5xj(O2O+%6dYg+*TUPpJu;8F5fvx1Jw`;@?a zf~^Q$aA(o(C6Yv9i;^T!63hnyx88^&<*Lg*#^y`Gc#kQGrej<^l&CYt_$FHjU3_Yf zF}}vGSJD6LrX<4pHwaK=j7t%b0SU>)WK%)h763D$sH`gD_*RNJ%#A=*GmmD097dcQCsy#l{X3Bw85nj$C2Wwr;pS3a*C=jvFe< zQ&Q^jY(b-)SW#+aR01aD#TISYEhYGIRV2^89>=a+(eiXt64Hl`BA^-_(T;-N5)N5G zSGhiF4o!VbfUIE)qzlMs?DYgk@$+YAvujrnIn$Ix(-C3xZ3VUvx+v7{+w$ys75!&T zNrd%p&@surjaokg5|WFzm^*oDDWv~=gawGoqwx%Z9IjU2(gZM@&N zJ;s(b+TKv+dVSj-c3p~%JuFBV^liqoV+(NF)tZNCM{kz_pb#T5dP<6aA&Y#(QQiRQXeoMQo;BFQ72Fotv%*61c9)X zNhPAk>WS2;($c2f7#^M;M<7 zsR4utQTRqL5^QDjq(FPVAYl-(nfC0H7Fnxdun8yfL{JR*CSk8nM5|xpJp$wdY~ghQ zIXsa{b`g(BSc9wLP;suy*-R)1Txv=}I@kLM#71}6^OxG)u+EHL1$T|F%Cu7mjoYFF zXQ^T_G$BCX?qMrM7u*vQ9iCK>?>Cvvv{QJ7`L_Hs2e`$nChiZj`BQLz(3C_NcY}^t z_T}XN1|%dGP3p^!7cKiq3$0~zoEoD>IJg_^$fKHe&WB`e-(y3eYi%>AZ9mC7eeE6u z40hhpjr+IROerSzO;Zvr0(Zee%bS}%)6RB_0~d6#5ZfF?J3Q@QA#n9RByj)1R)Q|L z#}l{wuYvo^7KG+}3`j^W9yA@Z zx-)vqT05gRZ3%5$z)3yq48^k5vR$wzs|bVF;2uCH;m_qQnBJISDN0*!E^j`&F2%a$ z2of!f3@5D4mok)+!EFgrUESd!THH(I>l@i(NBg>>;>yHCm(QK+;>4Y+H#vv%E;bK} z>erZ(kS=vLp%)ht8jrUoZZ2eKpN9zFeX9?Su43OJn0B${(}ih5Vkhwj!{Ib^x~@;E z&2O2_f`U?kR2;Vxw2>PZ-Bgz&{IGi`-a{VLdH5lz`c7hU7Tkqeb=6g6^g@_8Sh!Ur zm@Vb=+2Yn7?{YGcigKuY5~#(?g84u#^;PFX9SHeQp(>MXsKh#_W6`yeNir=1Dw6W- z3N@&Pa(gXF^>U)#YDz-7^UVZf!`*p|=gt^xVSlzZbp1or3uIYeVN0b8&uHI?aU7P0 z&95pfUuM^?`0p1*c`I>p_#+)bgkE)`0OUkN@U1^=2YqOO96C%i;>-N=d3h5eFU zv!dJsrX-}z_YyvFHg7rsHGFX@eWA!?sKO9>MmUT)rb%%dB!O>tc}YeCF_K-i0z{iB zi7*hHhS=po4id=M3`j^W>NJ6-<}iA3hNie+O@KD420FY-#B(x>#cajuy62cgJMo0m z`n2U#_0cof)hniPx+w{5P>jROakL>&EZxM!n9;8gHrv>e>0&e9-Ty7JlGKPV(`*hD zc(w`>tsH=@vkRC%5^iOMU;rnpOvmF6wnX^cxq6cW zun(|#P*i`pDGBKrmlAr7?!6{gs~=|NSFGD)Ewy)K(&76|YQ0EUJ;oMN7po}&tYDUX zdv`h6;c}_qwTI1zg4e^QB*J(Z^iZ;sBZoC0A-QN$CwKT+D>n*{&SY_B)o)RQb5)i2 z*T`c2o2_PDiiX^|Hzbn$C{6rKcIAqek2NJBoh3m) z#dXQX!D@0PoX3U(opN53TxBgpEMjMaC8q1#9jU?L1@l|NavfV2x>%l&$Vgel9I9|2 z|M+oI%$KrPhVx&_t%=Bvs8h zc7=+XFEk|~-Ko=*gzNzc?0)rts4&=QBx9O{To0it$@}$4M<2XPB5MHL@pq+$nry5nptET#Su95@12&wC4lJsBJ=!p z?EP%GqAd-jt+$T-b9P;db^Sz;XkmCZRIXzO`}*n!)N>qmTw`KkMU|CdRqNGi2l5tn zy^31@Wr~b+mwym4aq*aGqd7&6T`1E_?Eb`>ZxTW?*_zTc_R0}eqZK#XORb%z$Fdnw zAWN8%(1y%7gg$zyy^RjVVr#UP^1VRNQ{cbzE-+2mbK_&2(jT3C(e zhH^XUhwh?=(~WT8Q{+g(=Fl~QGcz!q00)OdiBbDQh%DffY$fShz-f@5+_&0f(U(%} zpo3G8u9V*8D0q^o)0a}Qho{(lD)#WWDT$`rLt=e7C$d6N2S`01Y;X7WjDQh@POE8s zK?r}BEw(Pg(-Q^a+wB4c-5jAo4-r^sF#xJ-7Wx2JM$?;R0f&0zDPn9VVQgh4cG z8eomv+?gs_J5$ivS_nZ3{+tmUsz<*RPAx%VWbTD zE7|2y3u-_@azS050SU2I~BeKq~vq9Ch&f#$74xRDG zi|W+2<16f%6^s0`DT$_|Fv**j1rNmpJ~ZFADi7QH1Bqp@8*kQxZ)F3nuh-h(ow=FAH|a>ox^Jig-@o96qyIfhkV-Ax|Qu z62JqS3RMpp&#qnpWsE6_rh_tPNvEB@usaWXG!Pq_6-?)07DYf+?N*TMvlN;yV1G@3 zp3YW>uD8uiq^so-lR|jWBgrEs6nq!No0TKx5l&?@r@;L-QxZ*wd&!A~tdX8#Y$7cEiR- zKWc(Pu85~0;3^E9Va*n;vRE&Gv015*X)i;bXA7fUu~Y=tA!kKzu`bhX!wzuR?*Yp$ z_-m%v73kNUGyH8Hd)XjI+b8O%-ZqaH*mWs3`J5op!dawIVloeM$w9X(AP6Y3qCTc} z_zkwGnrf|#rinXxRBzHMAY8&pQdPB zH^s}J|2I<-+JG8Qn2*JQyJ)%S9%eCW4h$9}-ypQ6Hw~?EVi+&tRk~$4dNh9&n*qhy zrU??Uty=67h3VAzoaOEvJVnfr=>>CeArIWaBygZxYptSvQQ3xLf4j5_ibTxntDY;Yy-Ud&*-t^E~Ydp=u!U2JDyN-+1DVc;M7T-b=zkxv5u zaH0XG^L_pmT;IcHO2KtAfzq-=zvEWslHJ)9q`3jmc4X|GfLzG)qF*5xE@exs3&VI= zOCiqSo@2Nx#@-2-L@c7bkIjLi^IfJSq%W0CNyy%okndM-TgRhKr$Qz!>JX{#J;S$( zyJ>gzfdjpW>j8v6)beWsfNdX)JYMGH!UsuYmRN z?N+|}&oyGkcn*{}-*9D0d1~r2h!A;NU zR59cb@@LZSAK0SlYIjHi!4@1SCjVP@t%^c_WlBPt{4WTTxLCuqWg4`Y!t#^NF7yxld-VLE1YOE_=uX7 z``99CseI9s|48`wxGHmHaS5{ zeZ*!mz^1EjIqEop&4vQmOj8m~hm5hccmrDqT{voQEndg2SJD4!QxakQ8wBn$_NO?| zfP~~?r)hKT#{OruHug`7oX}#z6An+(`d>lpn@qv_#ZC(^st~JHIZOo{Xd#?Tn-}g^ z*yu$Y9tvMC+`o=pmtt&J3lc31_b1}X^PgRIC!Rd7(rW1N`FMQmIOQE`Y9C{Zt*PS5 zcshNKXU~B*NU0<+u5nF8!t2Aey=#5ukry3$F|4aRN|`RFQkQrWp1+<+tH&FnLG;B^PQ{_xvrJ zCk4}AnUZKarqjKxD&Uxf93FcSTl)dzs^&C^sNN@p=fv5K8G0!FSLGN#6Bf9p;G8!0 z1Hd&K+i`4;6f{Shl4w4fxP%0W(>uJiRSh(?J|Q$uV+*e9oyUl!C*<5)b=5=j6gEc+ znhQ)xG#$+`;&w`$C62ixBI*S~Y71K^U8Kg+RgbV!sn#tJ?`7Ao;PP%$5>3ZtqI+Gj z*W-E47HlSC-y(#rWQ(VZ(BX-+xK7#c(>#|_ySB^NOeip2VoIXvFb%^ydb~Xxfiq5l zCj`f%Y%z4cJEUJNBml4O2x=}V@d|0Onu3i_WnCDC;B zCoJ|Z1{HVTl``#c7gZ^gZ8h#CLhv_i;dBw4D6a|?ci;KkDHy%U=0U;epec!_V|3)% zImlsYWs1cz9P2&S!aZ=fbPCzRVW(<1Ek@n93AM3vnicg=OI(QjCW+sq z#b!kTZ@4Lmrh_+ZdAU?B*tmb-!eHL!+C5`bYU2QN8WeCaY;Cti@Yd6oXf6S0b-LWi7*fb zO965$N<4vGwB!vm zXTeTcxS|qnAA>di)u|k8Eeh_ib9Va63_WaEqm2@^Qg4~z7Is~V72YUFv~ZcBZ9N>% z&lJR|qELJqd_+F}Nw$cZ>V#cIg=$U|7k`Rfv!dL`O-V@S`Z(d!xTS;{bnI)e$TOTN zTETW!{!HrsE>%Bk#DD=aFYmdeXNL3IFtE$PTeqT5Y~9-9ybk|;eh(2n6n_j5?0kmk z{Mb|z3!!G`H2AZ|IbHnyHq__1Y<&%RIV7|~1^->mJEv*WHyx1+Ia5qJD6nEW-!hd} zCO-LwDT(Hr&OmAy12|W_A4&Bi=3><9^xJGE2s$a}I{-8q-}lJaen9`cLI3=S{`rac z$HgMrY+Sa4*$kv3=OHQFA8Sf6W$V_eE@UYjRrfMhh5cb-%zJ@KJr|kT3|X6D{WIJ< zRnhk8)H|%~c|9tgd&hfIFoBoq7{g3ul#Vgjl*IoD$Jija@4sW5XR3v0$8g!wb&MD( zn&cR{=E-`PIPDy8$BO$KH39LGzQ-=)*V`TCTt_OG-o3WF1WCs)whKxV5c6K3POk~L zycv=;!Ni?x}px|iIx>Ql5K|I^u4Ws)G zYf)i)8PC>-qTm|ukxf3v7Ew2@nVje*9&w8X@|c7SR4$K7kh6!)h7un?Y)V2KEQ6Dq zZh$=G%=}JkX&z?s0J@P5O6Dl@Z;fyKK2lI!Gfu` z6=M^f`JHfF-==6eW@hVkQ|YDa|0e+vcTm5fsWZZnZ5s`UQteqg+ye~8K@mO(*pb)d z51hxH->n(pzLiZ*w`~}bz<5u{p)>^p*tIH6!9Pv$mrcRn2>-?nl@*_MQ9d)Dzc3PI zd=QE9iKYsQ_U*ZBay*nfQ4R&=B)e7x<>O6Bv=U|ZXSjWI0`s%Y~fHrY^vMgyf=G6K+#ir!K_h`;@gYzuQ`pg+NPmz){l>b>5}8 z<94BOrHx`+@4cqTMO!bi#eqQAdXG+Y2^GRt;!=KhGL0$}(F9FGL{G)tYAT(KD{eL= z5jHB0QWVpsiFyMPl8XHse4)>s;lp zzxA#Xt|uhK~#@3SG97l z-BdOQ3ObWbNi-dunJc?6o0b3v_Fds!F=C={gPnD+yn#%V_Kr+A$2j9V!f`2E1-dvM zpMac)Bm>-IPBMtexS}Tmp2#5?6mS=@*;2rLhbf7sgFD8%a1W2)L|s@E^#Z}w$ref% zuCe~*dw8rS?s_7dUB7}$yD156Tnwh%Xo7UasyxKRevA4KFP7vi4)9`PwFH#>9D91Dnl+g)1&xagA%tjn3P3F<;+7*{Q z(v(CP5d(jdE=xmV0}_&pZ z2t~g__&mTCOc$T=9zKGzcy#V%bD*Gew<(D*ItI*c+8e6pjOGnowmr47^eKA}J&( zA9J@r3IbAo67`{m`+x4go&CX-gltrPO9(fv<8cjg(s~gd|KejBpwpy>S&T?9f+uQv9x(-|@BN zt>s>Fw0WE<32pN;nD}(Q(zK)OrqSXJzZcbnY5?#Na1n24I6&@ z?XV3XNzp2Hrn*DJmcSFThMU>)>GmIO3DjsYNqi^+lpEL;EAhznrX-}JUSmo^hQI_b z$5>rKBo__ut!SC#sP#5nzzu2HGq9%=hDmS@UPf#qUkEoJ+t{}UoVlX$J{ircY^~`U z%~8<@22MSXL})FPj_1l3p++(L@a07Ju62LaMtPXM9SX@E32ih9rrdHiR4) zfdmn(_cFn^Pe`l89@7?zjZ!i3Zz$>*w2Z>yK>c3i`(`b5R!6>rA@UWKnuNZt81BAx zA`{3sG|-|StEJ}nsjkt^O6+tof*1ucf?a2X5yj5A9qllHa0OM&_oua#r5CaM$dp7A z&6k>>iC!)uOgviE^#;tQ68jb*H+4acfmEc1bdfvU&nN`^VHDtn25KNMnazaK%1ksR zp$(HkU`aSlp{;ZILKn6)nEb9v7XhcL`6l7Dh%KisUPs`yK{TlXeBxNNnoq^G-oa)> z!R$0aB6iNB;lbOa%>_sW1Q<{{Im?$fIEhrL@g9ND&X!#lgvrp{2_BPf%DXBa6$rMl z*-#*OuPF)XHt#kiA;UZ}1Wxzi3L?2^QkXY(*)BU>7Dkh@3i)gnF1HT0uaR$%nS6+? z8C^3Om#{s)U;~-Qmtr6{u^CVdq+&{<>ClW9ciahg&UZnon5fHtSZF>s74a7*i6`3MiH^ zfUwF6#2SeK3CYDbOjl}<3rPF3w#93=%TsC0hDtkV*1&}@m@E}9gn^?jHf)^2B%D_J zZaiqQBUQ3D743O}CdqlyU%TyKV;J2Ip$h7)-KN-eDJFM;AQ9WHH}uFmom=tJhE?e@ zlviL}V;bg+vFwzzdn-{`@qc;){aan)&(lOPYKOO*_zNrGbwULl=6^))0L$9CW<6TQXA%n*qkXa zKR_78t?xA6we;=+3C!B)eL`S;iLDY{uuQKH`8=B=1*FfIl90am3gH~*i>CLWAM0NR zv)#_w&fyYPKiNFAjD&TO*VBc8x>ufn(K$=Bu^4}hDBCi9!kbia}ahFn>oemt`HyE##9LPudvmli~1?hjiU(FLuCXz<*o3F zhajKW&r)R=su_Hl&7@)mUo<7rbTe4Ef<|aIMsJ<@4$AcbjWsmUr3|G0DA=$Y9F8P` zZPXmT^@k7{!|&Ki(lv(D;LcVt4uuoFB&CSvq?EArT1bf&0#a7bx2X2;Yc`*XJ^a#? zMA#k-I(->8P(NZoLUK_jZZMrd2wXc92nhmD$Zn20rC9^UIu{a6V^^#g!W2^yO^1N7 zY_*Ings$V(Ubb4yu2<3j8Kxw{`Zw?*>4>zFVL(E1ah~bKk-KcQ&S=@n)V~+OMSktH zN1^JL2&?)!2^tzyKV83WiM1S$3XAK(s#^tTufK+MDI3seTSR@-Tf=%EyDr84cA1ip z$d^q?xX8cD2zldWnkg{)%jO}s+IIJlsh!4i9R+3YzVn(7>c`k3MuUo?)&unsc3ldn z9~C58I6iAz373V!ts`QwH#iClKB5luOKcG})hW^%R&nBLMozhWo?Ww|+|QVjkRJ02 z;nV05)#&QRYJ*)WhxYzNJSRNfWQ(MW$CyOb?KE)Q1bI?GImoVF0cF1_iKc^sH`l@a zJY_gs4K0q?vftHi!{wy#UzFXax+AI7f1My3b!uZ`PNhYv9EHije2$Z16TioCTt1@V zY;F_;hnkYmM$ov&m{sLhFtKcBF;xa$v4q!U!eQl71_p9zNNfU_1{*)tmjvudY(41u z;tAEhC`=C%pP(GD(4P#;p?K*$He(9LvjvG3_Dhpi2ho9u}!84-^$>cCZ;xpedS?XgV}UP|R#wVnxdjmqiB_T4byJDuHzmTTorF zrosUUjPC6ut-X18iH<8G)8$=kP88JcFeMR2&0zQ~NAT3N8jz4&P*iF_LUKU^4+9dC zi~CI@Id?R4msa(n1ydZ8hUWV5di~N!pEkvfz|Gq!Y z{2AMpq8$U3P;Z?1V|HDN>AxXJw6H%PKW{dr>aJ38X zn5H2!I?*YZlAC4JA?VTU+7)Lw(v*ZYF2)0xqfeX-xm34ha<+xJZD1HKa#~{9%H~sW z<3Okr*ZF{8TgjGMv&E`di4MVX(q)xsU2^r5_Y~AS^&(VqQYPKPf9kQJau&o%> z9c*?KgX%FQAq}byl*X;@v<0&R@nABwGgYuL`+!(@3Zhu=Wy0@ewzRtV9g(PpidglH zP;ClcWHX{5_q-s{x|Vhlr0{}kkh`sIg?v{Hf2#2wf$(Ft?7ARK#`IpuV-k6+<2-M$ z*-#+(z9|XmJl`=TAzNcIg#U}JF=GqD$kUoNu&BKSp^aUyVg*A?Nk}W8Ce#2zX$3Tv zG$0|l_`d1L$elXa(AuekWi#+H_Ixgto$1XBSo`-p(0lI(d!Kx%_nH@auYJl|yJpR~ zR_~{tb+aOi|6E^&DF)a$dEk|s4?Iu_bR$lmKb3GM8`bDm3YAiCDq$JBF2x8J3lgpC z4d#LtbGQbFdkV$K-GXDvkfce(z*bq@6<@9HfSxP-&#CX&&eoJBDwTPO0!bwH57Jyj z9`Xw3=sqjhC=Svl^SRuvB)o_Qr1t6^Z0-~sQ>G-O8(&~bLN+F3P5o+2&gc&pa14KA zYa5fJm+poQ#V}Ct)+RH>E}U=_dDJ(g3z_a<{vzj3eoJvbTheHoM2YLQ6!);}QY`E) zK_a%LX#COOHb_+tirug~S4!;)HUq&&AuerK8>DSoV%#IJDY)h;LGTGj)m5;T+!~r6+=j0zc|y8Dd6pp*qvIdHf&rS zn$hBaPH6s|tq@%_=O!QrDN5vBX#sinNFYoJ-(D?HGFvQlMXX-^gw31+_zz71(gFe3hARcf~~cggsUARcsjV?uYO{e$zq-VTcl%7AAyk!>-P z+3w1a%#sX>Hy_GoO9A%~QxZ)FciN(2ro&!nos%h+@w6`@?BiYR3bwNKUM3i4v4z$3 z)M*K5b~|iHeBm<-x4P2S8R%x!IBEu)6$QFuOi45yy6HYn0=3n+A*zU>21e3en;ZmC z?-PP?En9G17>@~gqll4Qku8KSGPS2Ty4m$A z`tLF&5!S!KkV1}1C~`F*A-TB2w7YhvI5xF*RFV`o>WRIsRRa+^S+S&CEWt$Vl3BB? zCD~N57&@)*ymk110n{XXf{k9Z;i2&L1}Gn6*QFTSBZ5Q=2Pk;)dDiZN>r1d3#grL~ zGdZDjY?6g?v3&+j2b*QacLc<1Y~^SIQJI1Fp87ISfJ8Eg##!W?$Cf(cHjyu}nNkq@ zyeSFkn4clg8$Rk;T+U>DDBYotm4ZXE!g1CW@(y0$wK-Gjw3e(+T^QO6Gnf520sR}c zLUe(ilW2D(qF$E|QYk@ax6vXHYD=gZKE#Eq&d{ia4H@=>lVBDFA#buB<@JJ#DC4-F&8lJ?_n4Asx^Xb3Z@$PDLKm{y(>I@E*Q@CN z)21ZC`Zt(+k<&Lct~Vedx%jB*z{8!sIj6PLH*@r+Z~O)+FumZ6_9t)#yrVG#3>3fK z1kOKAZAD%#`ZqzMg%dc(1txIB;EyK9Jk3T<-)MhDP4L2zGVJpWEMcM9TfHzlEsxbcqfBLdTHp>Qn-Z|zqJ%I$1Pb)lRZ zoP`SoTIvA1gUyKoTS|~FnY?Zh?&ejqp{UPE?bot})m8hLMAg-baoJF=Vpp%| z`U+DL(na1+a5Z{9d#vvvqVThhG6sZ2kl!SE6KN8xFZo7}EgK5MrOcG-;R!BNXX{k%-2v zKTTt^qyRd_ltdU%gXUVc_|yUzkdR!|Y4J@{ah@Q}s!oHiY+&GhN=EiBHXORm#;htM ztJBm+Y-3o%=1Z}(vrS1f9b?8cWtlC6E_5j z(L%_e0>_Xyr*;>`&UtTx$&%odQ)vIZ2?27rJK0*%1#~{{pchiX=8-N;`m_^-61(TU zJtm>XK4R_ob~bwo?zajOEsUhK_NB1dZ}pU;MzE&erv>ql$>b>W&6f=kSs z5Qhp<|IOw?LF#*^B*I7;1U51@BL6iYA-SN~$bf|8f>s?2NJuXJ$8_xjxqvf^n_IiQ zv|xkXl}T|0 zd%7tJ*{Yr@NHlPL(DldBa2K6uX+Vp5=xLq5h;gBAwZmDu7fpwTV(CPnrv-QiW7X(084w zj-^XpZA#+*uuFbN$mB%0q;IlJWB!q;mZDwKWl*@}LNZ{;H3is1W`j&udn%iP+c4pD zb#^;kjZ*6DLVK_J-8225nfHefIRLTM3Ai4+&B{`IElEH zeQF>Uv6T@Wvnqzu29c$6Kp*z2wJ!8}S3@?T8;m$tSWaSCl;0l!SE5q$vsMm;`kL9Mgb=qyyln3v=I*8*+AIC@7Qbps4($&N9 zqwKmA9Pc+JA#uFNl!S}pc`e1!b;-W#KGpm3qT`BipZ3Y4#z zl8{h-$&`c(<$M4CLAn2?n|p7%J?NFT59L4Df<;4#0@j1_uk5-MDF19qLPGfmQxYze z=eHEfq13usE9a~YLRj=6JZ?#2;%*eI9)#1`btw=YWlBOqIL(xV3*iMVg>dAeaz`d_ z9lYj-gV$WM|NiHKI9~4KxSlOlv@4=?^>AFvu1mpjl_?2{<4RK!E{D5dZgnsB++m2l}44qxbHY1D;W-`6i8lKf+dkrm`!CCNdqTs*?+MvMW?He!D3N z={L6$XpLKwpg~z10kQwVCwpIbB#1@u5h?#wwjjF7KMa&VZ?3BSz3dtl?Z043qUqWn z)Az{beLZ_f`v;!8@4)jP4`LAY0wJ-FEffohc`6b=W!I=6@gq|bO-Ew<{=1*)edw;< zt3J8!g&SiUrKt*`Qd=-zw*flD6yv3A+HXguQ5QmKZeUCmlKD@tBrNVC~jQ>sZy?rm<)VKGRz860dXt11n z{PD(z*eFLEI!ah?ym1q|F2$}Zf<&w;8$aF{bKu73VE*gC6OZ@3c;$g7UhaM9nt&=R zQ7@47Kg||bQ?+rUiznC>D*AoQl!Ww^Jp@ssM;AkSpSWw^r>^UJ`o*CBt9~c7f153W zuG-_q72jmnsObG`rX;lWZrqp*aW5Es`ihX^#sj02RmxiTz~gToyz7p_j^7Kn-LdKI;fGbJJId9)zW z@NjSl=zmov2M5T4>aY5pwEqsa2)gDx6t$lv9u(!D#;#UT{wby;ny&mop#1grs!c)F z`@fRn+u7{vDt<63zF=p|>cD0TyHZ8%?=>aSbhQr$wQsO5D&uuOsccaBp=Sia)of98 zAsB%W6eTZ;{a?whS^?rRQxZ)F0^4{z-PIMo6}I{TLGW?55V{bE#-9#0?NS}#QFgtG z{vR?W5!S!Km`x7*sAo4IA-QN$DBI>nPB&cv3m8Ff3_c=D_yJp;x|SdU+6Af&e3xCL zVguhYCDDBC_rCb-zL%b-*}#zY1CL1i|H~GHrTw?5+W$MdMn(I7F(nb!zJdEl52V4m z0SU>)b*2%%JMoe_w51a-Q)ovbY-8K^{EhDJ#Ov=ruy=3ooqGbN<~-)lz?{6iF;PB> zT5ksCBz9ejY0VQPS~y@D*()^YYc`+v+GPrNOxIH z;52&fWy*n99^d!kM`2|ImPHOcdUbE*_82&7zDdwr%obA@nz;Fyo$MMFY)Ymiw6QUs zpEo18AbhbBNc72bpF3Ke+wo04cHydx3b?RF_svb$7> zhgCg`g!zaS+_=qEQ#8zz*yMC!9-MH6RH2^0u2g|~tSN~w)CS`OIn{sfd?uS4F}Px_c9^0gDtEsLcFCv--M{IcRMHcE68@OtM{{w&Uau>p#2bt(4r6+t3) z;N&=v$fh!=luwr+17OdsJymI3Wm22(Kq?kY?)p8-%<=>JCo)~j!0uE5R-bwtA>SY< z7BX=2>iIo0)>Ou~!yR$CoL!jHo+@V2#W^A|XwTI>Ybw*jkKiD`jg1`K{=KDChO9og zo`r8F!f!%Sh+Glw0`4l-c@a`K<#7+>MfG09yuuwKZ9tIXQA*WfV`Z4$G2z$p-K9)d z=HgT-lMe|qHT){J?ZHYFc`qtw(iav>sY0pxMZ40L$)&U94trY$vi+dKoxcJ0&Oh+a z|KgtkXTqPi;GaYB&p`Y$82=1~KXzp>tW|Z`-KEZ+v;GDDs|-q~fbV<`bbjdeY`(qc zy2`-LOh*TdB(ALtcPn#$xUModSMF-J3wB4(*T-x!_*mQ!x$Xg0brMA_;!hV$5UDUIQ5K_a#>Y{sU-S8j$la{q02_U-u~Osw|Z ze|ex^flY<#3uLq#*y3ucHf~~j9lJtBzpG72$gtrof+%ic+j#PHeD5Py?Av>rJ4XA+ zC-zsa>Am5OAQ&<45FR_(vgzU>qREJ9(-ONz1(1tKo3R^`e+6w)!+Lz-#8o}M(j&FD zi*Y7`@Qv+VAdPud@A3{ZjGIhhlD!MT)UV!!{KkNUL#PA-%0J`RyHPH zQ>>T{97Y_)9nG#$(fbHf654tf*RQf`RJ8w^DT%Q54LnIYBSq8(BqSGKG7TV+ z3m6^QtsNb;^}h1h!OQOJz3SnEcZ4>z{@foI4Lz$d5hco2Z(KBpU6*1@hYAuc3})JT zANoMw%~waQ`v)IUOF5G*Vzh%Q>Wmu~9m}pz(P_ezg!BxHU}2q745GuCDC;4*PC6bM7=;rT*MZNg~Z7!5;=B_3KAEZl4v>- zZTnuir}yy>NBTkF5o!N6wjdns&yScT_z=5BMf*3Il4!p6-E$3MmNDE4(UAvwMB4up zTM(A^BNiH-W!I=^|C6R9!rC_ouw;xzy}JPk$;Bb2g19l-w${dI#Tz(%ztRqu^* ze&+{kzh?^QxejF1`866+^sL}rJNpuruX?r_J8EMz87zW3`l)KL#p=U;vw_aQbc(YAzA)$8MKV%McuQALnw zVIMcL_u6}UAN?RKdq?OIPT7W@l7l|Y7F1KI)I3Hw=o9Q371cgwN77W++hjS2=|GbPb<4BAM``)|Er-`-%- z#7giHY5%WmL0H<4I85+oc8!Ym|6oc&Tl>Z<=OZ9*!kTi|y4?r%eq#R(4+cFT{E#4+ zx~ee&wbHUz1}0$la`$d^R%kN2N(F<7fO4`CI8ChjeQrkyRGE;Mno z)LYm!Dww?2ltdU4gGg5f%jAm&BqSFU5g3q=Tu{hoKtghHooU1FhU}fK4cUjn6|?Rc zoq(x3!{L+$S@olA1Bte3l&oIZ{t&w^#hxD!BwE<258arj1oksRd!VWxkSf2x7Ee=^ zl_7~zo|4I{UFB!lwJJ(|)s%#EjJT2&u;a$m5hFpnwPGJ0kEt4)7 zV-i`x6W)sK@#LyhcBg&p>J?P>kxFCF5X9-)bTe!4C~x&lHU#F?yIn}Z!&WyYDpVSd z*qOV*>>3rF9%f2HTKZc|Nyv_fknLATME+(#LUKV(sR0S8i+fG2-0coCt?dp^rBg`O zVjGe}7i62_=N+JpH-QKHZ``y0_Q!+0=M=y9T*o$s=vD?5QLp!0&8|x^|FZ;%7WSSe zM5ubXohp?JcG1e@tc{(SqP5XGW*lg9c%M?6lxM3*6OKv}jsv67$VMN^+gwSKnOw32 zlK3ZN)m}Qw=1c)EV@g8$>o&r_(LKk6MI9X(JhGh1S}SvSBwQT14meFE?j=I*R<>}u z$W2V7eC_}!$(^fU*=OI(=0U;e22&DE$7s-oa#vTX5Soqfel#*Ggef2e-w;#B&=?S*_f*AalDQvHBWD-~kWYlnZ(0>EO0gMHFuOpIh#hG(&^O$kXy#gxGzTKk^)_5IncHq9 zt#j-&^di=hR5o4CmWx)oh`$GMVSGm@T}6_GIl$ zdrj!XDsvNpIJrY8IGJ`8oD>SKVOUp~$|`%k_nVTCjlsW}l8~VunKwtv zu7^l2>U0vuP14vU`L6DANi;{`4RGyhcc`O?e1nYpvuxGqHbLVO>1w|4QdHneX?k8| zGoUm*dj*MBG(8llPFS`J@_!XE?%h_%cZpPXOBbyOIC~}TB~tr7w$!?6pO~;c?vltI z%v0FOj?{Kl^FL+tplJR_rX-|S{I@9y>6?UqGkw!^hJEz%asl*Tu-x{uxG-oW5zom! z#;t8uI6WH9@d}>2Hod4?#%Ol!ie-#2B_S1(SeTAi~-cq7WyY?Pv#Ar!LS0Qf9+U5Zhy5F}z7 z`o<4{M{Vv*m8?{IzFe{}VdNPBMOM_uO!uhfIT#8S`gbOCfn} z&c;3>pWBhomff|SHFmiGLx?qYX=lE0VGuz5&j`zJvlXC=<*^COy_>U>sbspE{bWwC z5C0JR3asB`v!uZKHB%BzhxNDbk~^B9!p1GKP9L zF}U>DQlOd4u3mv=qA7`{LoOwR*0FlQdVihr`^C31H3RpLpl4v?uV>iPjn{9REt(DgHJam-1N}-{8%dpCBcIG9x91@+-4${7-?Qxc6=XhXN+OJmLBlB9R+^qMAR)O}Y8r~U zvu)Yd&bCeV)*u&(E3K?`DHuLw?QEvl6=)@#bNwl|-?O2Lwl7qWWQ`B&0hH79<+D_D++`!m6s5={r9Z3E_GwXN0p4m%sfA^3=3csE-RT^NQZih`4*xXejK;T(3& z3JM!cNi-dWsY_saujHa2+O4H9Gw<~UL0Ia%OE_J^7F8FgX^FJpm2eWR7!LTbCBuG8 z1@2-tD++KsO-VEzxZ&%|G+>YLpU^V`<^i@Sy1b>itN% z+|L$ESC@w+q6eTqXV<7G@+YPwqyhhsuxRv}%D@w&H17UL8Xvm8SyAbsiA+aCVxK|m z3KfMPYD%K{3O^-E;qH&5@Y!tUbxj-<9+Aao7P~@4;WJE0gcWWu3YPajNnJIO82QC&`i>$ZJwN__xWeD&WXEUXX1M$4G&7au0gNsQo0(3FJisNX6`G=6?KaFtx3!>kMsJ|i^dvPIEFqwd{tNp{r=5XYO6 zXgUys@c?gkA>SRuK>keX-^dm~SN%i8;a$Ojt2Q~a@-B9*issjtl4!c-$873`SOvBM z!FHgXc4m8Lcy24|1wvyNTPR&L#wN;wD>2XLai!o=X4kLaQZOYE#>F5ikbwpDM+PJ$ z7yC?mMRz2VZ*5>Ph%(oO0*WjAfZ}O3F43liV$};Mo?zFdn9*Z`L<<9o@uWYrIZfp+v_(%?~u;VXA7;XbHCpx z!Tv+kcw9d4_pn(|^uF1Yg!G1u1YM*1jqz2mV6rOeMnV8Zze50B&K6A{pek6BfD*M_ z>Q;OLj*G-K`xRj9LO` zhuia|==__`&Hgaq3v4rqHg=S+-Z0^_?79@IepQfYVRPTMu3+OL1fH4<#X7-9)OPf; zMbuPhWq6{yniE$ua*E|=?3xwj{@9d+bdxs-pSU*NIKr7A&K@6YAsU5z+AbEwmegRY z9`_PKGh|a^B2dNBE92?FG2%nK#T?fk$mT$S=&gc83+;chyWx>itCs8zaoEk;mdV;d z<=1+V063m4zOHXf@wPhpTnYq|f=k6yj$`woz%bpEg!Gi72+254F+Ex~#y_MFqvo!N zlZjC;5I$?zLh0f&R-VX5u43HdYjZ-Q93^ zwNq?X4xtlzMwmRvmPHp6ICVi87{q4f2qf-fSFIrN5kaDbz1r{%_C@pI|52wYLeEIQ zpJfZFuiql@0{@RYPw^_dYDK?$O-V>ge}N!sbaypqSuPC+T7p@tD*mse{604Oy2>A% zu-*DyoymB5AG=aT?LRdo(R{TpwWHMT{Yq*dc22Vb=E2aWQ2mP92eT_x)P9&LiLlxY zdT<#8P@85zLUK_j2r%wlCb_+ff9!o74qH0l-i}~MU*kQpkkiwzbv=l8M&)YWraqD%0R6nrR}eK)&e zMYHFal8}C|fxu~W-!o|gYypN7m7a-N8903$u?k${J%Z;lwurj$Oop?T$RplNLkZ?2 zj|y0qu-Q<+y4aLN)4>|+H&(s|LVgqZ1_AUCTP$6G#>u=KReUMXJiul^f#zOQ5@Bcz zx+K}FQ9EfsLUPfpUTw77t1a7+%9bPCIN~{3$G6y;)wPZ>UN2@#o)p{o2D^I2HohuI zw6OOYxuRg(9lI?N#z6}e?7@_$q~|}e1=ZE_sKj=`PtxZ{(em%vl`C5QjVTFf`)?9Z zjqb@txi)WGkgB1CnP&oLrqss-$fV893h+lKT#L7pkg!2;q#!bZUAuzFSW^;VL<|}< z*(Q?r8IX`%G^oaLOa#MuzGpg6-^@73FrAl8~mIB77R%f}Gju3N$4T2m5XEDTyI+1Qc08IX`%)M@NY*EWVieq;Bpj-XdoKOjqZnXO7) zOBe<>q4-?55Xw2l7uoeHR`9$jiLm|+Ae2@>+b|4BNG|r8ZZ<$J;2hsYt=&*_6tp+u zt_ANxTXDthihLet5SHY#srG=;IrsWIZ2pIhShTUB!1Z?6{E=OkVqm`$BwE;?9_e0q z2RC{Z#6>%h0y$Q%mAY?}hfg@SF`=!Z^oo^mufu~2vIM_)-P(3x2auv1?Lcw+v211( zR7RPSkPbIokZAY;z}cI`#cQ5hxGT$eSCR|j(n4m3xY$tjk_z`@0(T)>8JZqdnFE&| z!f@8V>)Bn0#=DhVh&xakgggf8li9o}Sf6A{qUl%DG^J~-o z!R>Slt?hJA++2VIP-t%DVhLK5rLZdmGCvki5GCB{1WmBW!UyBAToHGF1t*1_Px#&N z9c(b8O%YX4uN&@R*QMCrErLV~yW!!ka_NqpkZ%W{k#9fC7E)88nCO#$rdxE>4)v4l zsule{WlF;LD(7*6C~jnHygWNJ#+WPB4+w)Fu%*z&U>GiJcrN8?PYz_h%dS@e;9I1< zxEqWb9;b}Kt26UOvE1j$6__QBdV#e3ceb>;S{^Gd&IGP-fzRVg(e_{1^()%`lPL*l z?!PxBA-gidygyx8J*P9BJeazY)_$R{DRsgv=-WHRaelWQ3buxI-X)uv_3p+DK$PyL zGA-e*G-8}eyoy8q9qnnNuKI#b!Z)Xr(EMFhmCKDLtIR76THJiyQmX&cMV_ zv9&R3+tMW~7Ok=N-*#u;o(~4h&UwKPKCfki6K!HBTfN}(Dt29pEnOiJ23_%uB7JaUDd6I-BQ z!e&ti&Tpj(kQ>9hBrrI(s?>d(zuP#_tV!O|8G9~%-QgKCWR{s*483n)3lk(#N z*T$zl8zF9{&A>p{f|e$9*-iK%>HJN$n7TS2LATOo;9892_Eb(Cn;m3Vt!Q|^DGBKz zKPQmlJj68Gpj&_i6r$M=fuTMoI7YpvF~OkH{Ck%K3phH`k$?0{qlY!6L=?Eg}NR&2)Zm$y9=8frN5nBr-J-KQxZ+r z`Jp%`6$};VC(?HZn{i!zA0}p})P^s`u2IqU1*RmlwQW2pH3IHx%GzCat`xDgGW?Jr zxRx!AE(9a-Zl-E(6w|+oUAF?p6@o+ygW&O-Me@Mf8OfsGA%%a8Ewrw}CnP9^AS`^< z&PetMn*~MhA2lT*o#1|guF<{!5H~!|hmNaN{Z2r9g)M?E5JSC?7kE&N{>$uY73F`? zltj~&KYVGXn1;jSnOq8{Qi2VC=ox|VJGLmgAi(-WfENXbU$d)LfcT{;iKYWFHIUVp zmf!Gh#IDT6FklP0ORaSNZuDj7JO)$FNyZfE#H_qUpd5 zhIJ)zh$x7W{F&f5l`Vj--wg2&%cyPF+t{@#nm^H$L|F3%Lku}ep|HV#gyf=0qZI#& zt-!LE|0|)NVJlG={Tdf6Vm+t9pEb_u;_tVyc4CTyWVAyd9QD>vK5NSQ zbyI*-!S1W1!&XcaySNYD+_~E-!w!c4tQGk)G4^|6ECg<)ZR=JK&8=H|7%>0MR9De3 z6MId7xq|K9?j$IP)?(3Y-9}4Jnf=C87zzBFrX*yGbC4iv^!Ro3ib5)FZ!2dlxB|13 zg1fDQmJ;!tOlJCf8xx@`t_R7Rx4S$geV!Chj$&7@bVk!mNi-dlBSi8I$Y;16ww-ia zp$V2is8;(`g6d4Rpqi~@Whx}+5}6m1g44QFLCe^jD5xzqCDC-$W^KZqWVodRnvoNgg}FpkPxY7`p!(Zdb)>RBn{YD zY(hZGU?XV^GAnufsh#lf%)+9Howa3YvI;AC_AUe*N8(k7#3`XmbF5jBVcc{MT!d86n(Y0;>kO&hh~^>vYRKMd{;^$GAQC{ z!YS2llIk)nRj=<2oJA4#0^;&}wp3AZnX0yDtIeC*bzH89xBMr&eFDsHHHo@YhD~47 zK5<#O0E#YHS2#N8`O|sw6!m=U)o~^BlM0JM@dN->z^hiVd_c< zHD{RW3SzjxQJ#Q=;R1^c0uqLc{nFv8;sUB$B3Aq8~pG%qXchMM_R{jiXc4@RH2Vitv9emji^?r+th|{%@K(!*RxwEioQ-t!uZl=#H#6ao2pG)MMtlY z_S-hxgy!13d5)Mo#TF?lCUEJN+otXDL_m3h-8=#1Q7MTaD1sPi!YulrfP~@V&!mF5 zVRmC{!|d?~_P;T>W0$pL$!hE18xKK%?SJw?>!Q_HS_gMOH@NpEUrfmSyBA#FWs4bZ zaZ21q!Sx+>Tg1HH)+AaOTt~q&x;!bodf%ekzRwmcq7o~k)xtU5K5^Ff*o_ix{!U85 zxXEu2kY-2F}C<{R8YbL<$UGwpJ6>R50CO%StGs<+;e{)^ar5WFsw zl87CzqrCZMBjy(rodfA~jPj-oyEDRT0qq)wz(Slg$KysY6O4c9>?m zlrkkpjPb-u6A3s)!_7jBgMYiNoAw0=9a;xFotB=}>a{}jXHb(@`uV@l= zGrJE)Dek*$IiqSmLMiTB?8b?bzbPeQeCF#?5@vLUP!DT#hH0mOgy8~*5&{xN7jH`Q zXLpRaskLLoQ>yz?y$&BjlG>GJt%eITvsou=&4pBLo-e!395%69h&yUsb24ZpcB8T4 zG6HU(oArxS|(D*esF=Ip>auZC}9v_BWc z2rmDcw0^yUu8Lf63D~&Whdw~7tNlJ9)o}PSFqh45!OFkN2(Y7o8CAclm5Jkf;c=8$ z5*!Gq){FrLHevuvBoqd=O70Z~I&)O_!zy#PQ@yk=J6oz3v!d(_DG3u=Y(%};<7zU+ z}-!5Np%1rQjo2S{rhFhHyx>0ZQ zC3aiH$R5)qTGHF##F}?@fve?uM;myL(V732Eowxy)*Nl%9=JwjlAPW1eSl!S4k zeF#;(*eV|O&A2EJXRqWtVet~2I8mK%Ip1gCm3l8BI)~WOMMY;uq6@gQ^PNzigwrRg z+)<1M*eno?{x>SP-ctI^&oA=rQ-F-b-K6jqWDjch!rQoK;YaxA$N1-6{PWNHPh})@ z;;?FSM@IYiDEMa~4NEt#-Z6Jo<+ygIE1iSoRtwVO`EC!3ky?ivE|654_xw?o1ZWJfrp{r!p?Bj+<9kw5pY+ zz;0&JdPuORsE=vtV+MRUmC-%P%_*n1)V<@9KfwPgqdJnXWfRU?T2(osD+^=r+bScw z)2Wn`+p(=O-lge&aa(0{uH4fOo0w8NE```vN|&Imd@kDuzZzReZZgVpp*!kgXjpCF zsQmeY?tG84;M#nyYr&FyM_H|mEiULvmlkYt+80z$((dSnUA>+S6&HAdryQquUDin! z)aspe=biy;tJY}@<`;^9mD(M0>2YZ49|Aec?a54Z%w1+pmx^{atS%K}fq;bJ0wceG zgo#LBl=__8vG=vMV?SkiPqNFg);L|>`4ZL=Kz>EC{ZnUK`JA;dmn!7bDPQEv9OHHE zm$IP`k8(=vMqT^G?6ycaTdGO4uxlU3J6$cq7BQka8=kJ##cr7>Hzg%uyeEnH)a%cs zhXhSs;l?rRvi6Kx$FVWEH6Zj2jBcM}ixm}J} zzeCNx#pXS#=0_%qx^1HI@3EUC8vnK?(ZZ1bku&GRtu#5PP?hxF2h*M6d>WrWHQ;nJ0jXX9ME4T7nCFe+Vu+aNu` z2&lhd^G87am6U{WqhFw1G`p)g_pJHWMNY|bHYe3NS?(mf+Q^hIm*A{898|(>k+8Zm ztG36i?kjZ%4_=iLLHuVYx#@UR{Lg_SkV>{Inmd0FqS+`Kj!5C!NhKOQwPB2*L?Z?; zlg%J8fay{au^YhBv*%lj%4wK0NLo2(ljrKm-d+nlzu>5C;>nz6AnJQ%9%}cPju%>e z{&3JFnrI#uvQ-z=JQgR~mEf>v3Iz8;0SIVAWYB`cm!A2k@0IZ=!F4=A!HKn8z~+}& z%Xv}~v0KY|=ghZOe(+~(yCff}b5CT9X{ZxrWP`{bY z8$taBDTyHJg3^$wE@37rAYr(OX?#553I~dkers~SL;HAzt-z@EF%mXzs zu)ioJ5xc_2>VgDZ4_yev@!AKd`ghnuL{JVAiJ<-kK4aVt zYkmR}hKohg;f7n(y|%SQ-9)3JZu+t{K4;II>J@aSwKr$*phRv|(4EX~iWku%LSeyJezWTS~%s&Z&q`vq#yXH6_ z0|c7Or6gj9CQ!8Xff9Iza9qb0B`O>Z3%Z-xO%ou>QWBAYh_9ggD4X}Fny*{XeVE-O z(f9+JL<>XynGp)Q(4*EZ<_dm~p7GagWktnDjmm~DC*}M@T_ee+XQ-O7Na|2 zO3y17`ii&8{Z)Z>IEC90Y+i|l94;jhyM+v+;OdJK!=Qr}aXMQ?Q3FNu3b*svJQ7Pd zSxO>yOAwV^eKsJXfatGgt0gM>!!O*fWb;N)zeGwRh`ONsV=73PaSBKnE@B!7H!R$4 zVJk4Iebg=7eumv7f&E%3iP#lhTc7p$aP0$h%_rGHL{j4VQcodd*Z^54Y~ZLtdr8q(F2PS$y0>HN;PLlL@XY* zK_vtHxVkiJbB|>=PT-g&B@sIuQ(RCUeprGJ5s_}TG*Jq_;u@ji%PwXEm%~gj!wWbFWo-T=2mv2M4LBBNf^`Kf`Bx; z6BxC`2~&IZTU7gVZ1$t8J>|Af)cy>+QKI&pQW8P63({hfS)(fnNEj|+$^gdeLrgA) zb)i|vg8iNsc!q}Xk8FiTH3Yb76i(%^yQ{nqbNCUvX<`mPkdlZDguH`U0vlU%s_zf+ z#tDIkh{cDTxH7Sc3AN2Or+WN4A@To8HEGWJ_%BVOZU@u!bE~G*3_+|_dD#9G*kB&^ z0&4oi*fb5N3!CAGol{)V)arP4^ThIxk&-Z$f3%c@34{pw2Qd&PTn}@*y`OG*plB^D z!S;8xbzId1%Gtou!AQSA^SOepxu`+&gsP*uohZyARhd@nyA{(Uj$X#*hFH@IDG6gu zF?DFwNLfu^d_}|HLqumITbQWmcww||ic@5_O|a;dl8B6jxKEp0?Y1^1v*n~dgu#bL z$a93`LAFd$A(>Kj7{~BLJmfxh^8}S0nnc~st(ixt;h{FuFDf`rst?MTNhoK*p#mXk zM4fj~=X=>gN7XqTprUz$^YayNu+F7UQt>LA1)}$_Nl6%Q_$oqIZ=5CehOqR)=MG^n zAU6NRmMSVXMmFrOPruSb2SzW3p+gr*>de=u%ELP2N}5L} zI*+RJ*juA|1|+4?3#b@ryqr45z$Dwi(iW;*0*HXp=nuF@o0 zn5axr_sMqW;RK3Q*wqH~F{=Cqwy056K3U%kiyYymSn8kGvs)*MzD`QQc*bVLs@Xl~ z6om*J{93T`n{r{8guQ^MJjE6&Dk@VoDvB!`xT=TC6YTa0E{{q{#E*--VD)vjP*HJF z3FBGRLH>^2AOYfkNJ#{N5cEE#1H*VIAYr(Os{=cxddv;ZMV8WXWyq1^Cns>!3+ z4H8XGlaeqFFj_@d~rSfyA%0JF-kf{7)QWCMNd@5Fzu&5MTQwn_p zt-qZuR#YgaxfLZWDAlbetz$Dlp!o|ai6AtB9>sJ@7~KRU3>OVLCF!tx-0A|{q-0%G zNcMIIhEe`UXcAvwt23%ejE7@yfD;=|B37KZK$@Y_o$Qv0EmWi=Vn<;DT$^N73n0PM z&4LdRiI>^JL`7nvx(dmzmOa7_B>O9N+XRajq$Fa;Vl3P?=HMz~fBmWU0b=kYwh&P< zI8xmx=AQmUec=b}c8UJKFC`JwzaXfYxQNS{1tbg?-i=4$4 zG2CN`IvbuZvVh$(QSRwd62@ERAwKmgP-3&5q1U0Qf~>wwtF4est8?&uR$Zz05(d*x zv89U&%~7~AO%-DG-AC2C2x(wl!{&j2v>G*BFQPQn1A;eW9ld_N9;eUG<>uGkf)%_X zYkKHgKCr5HWnC-PNcde@o7m){f;2Wq& z#E>45l4zwN&953#jb`RAD`&HPYr2z#l#?3Dl1@cSit^J?Q~JJCL*b_M9X7eBrgWNX zN;Q(&ok~eXRMOD4^bc&lh%J3XN+M2M(w8D0O>Mx*CX1zXhY#|~5bt4%@PFANMn!K{ z2zpf>T}_)(#DB5bAYlC;DTyFhg0YhseqpX6AYr&@kWfm?Qpa7fda=DISyb1wR_{QE ze~0Iljb29MnV*hnBvm;+QRwZk+ZDI9y@z*mH0?T0WAj2RXs(n*{Mc28xV6YFaW*>H zd@ot6aa@C!5xXnc!bWxc;}g}Jy=nt@%5Y1(|1vf&1iKYd5<%<)u4}v>$LazShKsS% zFyz>}N!~Mr+9~5q(yP_Iz?LyQN-0?z)#{#Ow?(4R zGg1=9|947BxTt=%rKryJP}Tby)UhF};Kq?EtkyEuTmAE3nY;(^J8W^o0aju+0{Crq zTLj=Yr6df%-<6VZ0p8M5fKT=ShLtv@LOyFP%jP#(r&(*AbXRxDQsdQNRWkD#58jcP z=46OU=tl5)1?Pj2+8 zyV=fvKd#ri0ohbvF4>drP#558iYGRrn5)<8e-v=boTolMu0H+*KK^+9|C%QC|Dd5@ z&;Kdx`R9Us;@fUvg6_s4ZLHZn|11+ibP8wXs=G%6y~6!o*tm)f1Z@;H*0S3o zVWUk-!i0^>r6k;5;ii^CdZY&_xTG(2d)mYB7Pds;7%IscVR$3EErQ`^r6df7pO%tv zF}%5@7*6mo#F*}b@g)z&7uZ6D!>EL71mkn;wg`;RNJ$tNcS=dPFy1mGj7{yqRa1c; zd>-vY@y7bvUL0<8@9ool?x|5;M*?+5+&=+zW&SsO{PB9+wN2`AT}1_ZU3a|w-C^3r z)*KLa=@A{VmVE58J>^CBofX3D?NI-yHsuxAEfeMDr6i1_WD%cccQr>Z zgPCWw-aVCu!-1?d>8_kQC}N|86_<&Lw4WOS#vXRt1dLZS zi57;Xk@~0we|4i${SsCBE?caqDjk(btAidw_Itd;Zj-3;Z7B(3*KZ;k%??6Sa0lp> zFjrOxjXq&7AQp#bo09{RUbZsTJ(aesxT+g({vcJV$%}t4B@sI=M=rZ)&B{<~<9b6{l{OwCniai-#Zi~K*r)?!ox7!4PnWBbJW9%462 z(7#`kXkpehbzw(GxsdGWvo;p3rM<;;Hn{CG^bOSV8*G82YIz!5;edSE8;iE%@Pbb-dm%$nDrLx*-iAM=-Oc&kbuAQtuR%QOvtJAJvgB2cF zw9DCT5!+fOC1FrqEG6NhdbrS1B_vyESe696&%iwo4DPx^&8ob<```;V zS<6-|{M15U9+nw3shUD=VhbA%uM)Zuyd`#91m0^ji56yFuw%Sff{nl-1x5cOjLrA5 zMU1FUy<@zF6IU~)vU@kXWun}>q$G^*Y)5>Won(zzQ-bW$XTufuJJkCgHtSLKJ~9Dk zS3=uF;jgfpBnp2?N+NcJkA)?%9oe$#AN*RceSoTemn}q8)gP%2maB3>^#2aKU84WD zr6hv-7i1A85y6-yAYr)3Nd^)4g8ls9bYWTqRedUTGS; zEn-KLHHjAXO0(RR5>}}jrikH$ijECdH|%`O7y5iEtqk=dy6?Gc@x$GhsJb#6N};)8 zzEHFkmui1w#|FE~C2{Ao*?bTf&XAHYj$|W}&F;U(RA-O_eOS%+h{jcH5u&0o77o$F z8RC$>Y%RN4qWm@~iJizCx<*np6<8x_b}4q|3q4L@ zo!(8Kc8UwC8<*CVAo!{>)w+B(r58$`?k$uI{stYG{=%;Ni|PRw>0*!fGu?>UQxR+= zm+LImz8kjp@c{rO^N{-ZqWX9gKK`FwlNpphxF)k3L&5DJ<8XFDY#-7N>qR*6Fmx(%$MB?=F2O0r^i2_I%$^cuTS653wYBwEJ;czu#3nyj}rC*TFpCbaU<%uG9}@bi|sRQ$jdjXtxcpCf1BMr(e|5C z5+;Oy7Xhnh{FLwwF+GeLklR!SlWlpymm$s5L50SUv!Ur8;_P2N7&+D>zd zF5B7{t-dmR&M@-{uk-v1Hbmj3rX&n@p20rz&)97di~5u%(ZW7+TFLcjhUTkMD`u1r@;$Q5^XzLqyvYi8K^ z8#V_-@xPLiFrM=Z#ID&X)VP5zCY@Z5Yt_3;YFC%V5lIig_vgd zPqBF-m_8vT5yVuGnw#t%gMfg9;UcCSW!&N`mn^IvsOYyJ|0A@Lx7q59Y9-?n9pzNg z_4bgt(>K{I6I=MMltd5(0g%QPaG)R{VYv8~H052j}vqmnD*PP5d8EyX*5K}xW zjU><>hZSc=4~GjlCGhhtjx!hMv#>fV-Jy=8hr-ChToP`2NEfXGd+!+ByWQ8jWxBmM zky@S0|D{SdE!M*Ne}JTl%R0#_?LE8$Ww%4 z7h9gFa7;>cAwM=On%Dfe$}}aur`U}XJf1*hw&eOQZSqsvoSxo1+)M^F3MaWCmEROt zpB?rB>iX+!aii*bDlGIwuAp8~<%+2L@7V1Vb^i}331j|$jfmAVf9cYYsmoKa2ed8S zum|FmCjSl!S@MXfq$gh3NfGWNJ$v;!6+=i-k1-L zKLsQV7Y*tG(g9KJK4IV1h1v&b7^8}DCE7!8AU=ZKF0q0SNl66tFM!Zk0T$i_Bn%gS zAsxOcE})?L1yMm&YFu;b)l>Ul+1ZHDkb59d-sswHg)<)HC4N#aaH9KZ>wQ%E927YNP(2ona(=J9arzjTm#xkRz~+EH>aH5QumHa z{s8~0jOs|jbx<%GTva)uE1PfMaa(0%cRH1FayzzF#=A7!FK(-hhSdY@aB@;=$E9Es zrF02s=X2RU_|@1#aucM)1=xZKt-0_Xbur8seS8AQI?VeW0-}>!m23>L?ZdQy9Yb0` zy<(bp9I;@93$1mr#@t%wVs5SJgR`ACTW|onLb$qV!Z$X|eBN{Q&#}c0cXcIxBUitJ z-4=26ZJI>g0YvjBP-X|!yF9060`<7tr_;)iZ=#Jo$5uc@Wmk?#pqblM*N5ezhEG?G zrmp`Cn-PMv|FLx80AF8ky5TWm|rHYD>It;qXRrOTC zYOFKB`~$mv0?ap1tF4=GIYn=1In%QB)U8r_(&{b4xqWaEbT`yEy;FXDNp9p{Au#{W zR!mf2PR4C4XX?{8)XZekR@~djy|)LHV)aWlO9ZQbm69+{bO_tc) z`sJ+uV1mlfuOfiwvjvUnnX?hVvuivvms5AFC_Y_kr&1EJBR8on-)paMHp1*`n1|8Fh|Y~{ zfuf=V$L|A2S;bLZU-~S&b%MyJr6giUWHKDTuTOYY8*l*=C+p7+L!KihPqRgeipdmp z7{B7lY^9|E?n~_E2`Gi=Vl85O8w66%b$Do{R0 z0zO@Rn?C7(vKb+e{f(4F5HdmW)6`FKP$3{;xWLh#fP~=!NB;s6hKpOI8Mj;LyQj5f zo*BXN1D;&$3s{*)y=uZ zI8gy^ILsG<*Xod`Xu6+f3mQ?Wuxr1l__5)JL(L7z4f@zk6CH1qk}&;Y5n*a}`ADB9 zWM%V7xcM%y62kuoVR(!!NK_c`s3E(`2|?kD?3M`%4@ybIj>2r%PTraBf+d{ou=G0T zz(2C^r?e?w2wcuO}7uiqSD@~$%L$dHLA z_NKJK00;&d>3W6puon=agKVjyA_UtP;D{&9)er^oes=o=n4fAAE$lT;Uzkd%VdvZ) zbvwvBOPw=UEcdFIZEZ@!3c>nkrtyA?5RKW`oCKY8;+4}9NiB)31+n48E!&mDR&v-w zpSU)X%@=|0!%`B)rw-F3n!f5Df}6Jr8KBm%Rk zk16_sTN`+?J)VeZT+eQvn8tNd60w7FOf~UT&Z{cAMOdu_tD}o>{CRMSamZH@s;Ah3 zMuqBFFZEQ8tdbn$)J9GTYEQ5^A*eknB@skT;El$iad<8uVYq0Mrh9HF^}ZGtTvqqB zscYce69r%@_0RI=Qcq;l|$ zyAD2H!HV>Oy;`}6of7f_I`sQ&aU-g>as+JW{V1J?d5_&7(eLjX=(nkhe6`Kg z6syUa+&|iC+~vbNMkNjFeDi&!nj-SCXcE&maYsfjLMEmmLc@w_zmeLB;R5||SX{h0 z94?@geSd2s>y(4HKGT2uF1Sk*wiWb0x@Yk5ExtgI`MMWV*RoL#cYGybqnO&pZj1Q* z<(fp@nA-dz_VEMTK7U~Evj<+?b71e51Fvm6^zfF0Pv2lwFM|u*f86kGbghkSMMPA3 zWejW_b+4&&b!WytMRu!1{k>8WCQ0c*1e;yoo_^rfEeBqGW^nhG{_Xb+K6vwi*YD_m z&cC0gQs*7Syc=5*m=lAtLyzAiZ=LYxQbl}zJ zd~v8!|1|{Vb+&*UP(DV}lD+H(2`H~hNkj%koFLBbzvZtE-S=Go7b*j{-QB-$OD#x# zV1|4XvH2-mP7XHbQEdK+-5|l{$C^al?xSu>E?u-ev)WHsp!5FEJ$hjO_JO;%AK3q} zU)%LxLsfrxGdC5Bs_GGtou7FY)%9WQ7KyIkm%?TI;5{h`ll&p#!%F^Q>apNl3GAsY z-22)8z%IX4guQ_Fa5ftqmOY$J?coe|i^LvmDG6f_4UiDW#WN0l<^I7vI}g0N_s|pf zpFi->OZ`ti=%skp;NGnVZ@&>77~irMu3qj3ivM$jaV=XTQDGeKrGa*`H%;MeW4BD; zyj+uLT__z}Py4kGP_LWW(nZzl5s6TBme~ywbrz%~jCbUvBuunKP@51f1te;?&|zOd z!suevaC#0Hus_h+0lRfz{~Lolc3F#I19!Q{I{3yzs*bno@%~5d7`$ui!JS|71)R(e zyy5$PHs;}`uH{%h%%llGw-8LJ} zJkaN-zb7RTyT&IDJ`3e3UHo`*50pLpswYoToH_Aga1OQl6WA>ht3OUkB6bYsVEjJx z(AI%%cMUx8eE*)OF@_J`_FDhzH}voSLjOaL`GJY{6GZD`w%}1il=hg9P_&k^TO?>L zl9GrWt>av@ZrD9gdAt!$jb28CvTR{l2!&Lt((D!qLY-0)u_JT=BGmuljp$5+FYX<9 zW6Quxdk5}+tpA0Z=dMWh!L=6`6_TmN3s=rV2;t>0KN}t?ME5SXqN1WZA(2(0*j*qB zTw+EYaXY(d0`u)s60yVV#y~ggg_H5qUEQUk3+J8BAKbaMzjAMA*lh3= z?$9Sf!?j@5g(`4%O6U@mes4VXb2en*CZ{BBG#>jGc3Z^41~rMg5abd6%w5_Vf8RxQ*d>c*<(*N!|j_V0V_(5-j+)L02VM04$A ziy2X+^=e5S>;{Qm*Goy5{{3o%rrEV5PsdmZtpkAj5COQIEer>Mkadi=vKu4-+$<## zI{>p`5A?wH-B8w0O9u46`)_~j;Qsw&u5!pX5t`j>F*(qLjF7*=ZjeB;OG+YsXxtSw z`yYeFPF{i<<|wm=dK01fE?dl~(CGCAA#U?6c8dg?Z%Ro7u@R&OW^{zTl7NKa;uBIq z-0b4v)@B#8-MOl2k}>ee&Ha1#gjinYLz5vp)z$MOuj8h1;RdEeZIo(^X17I5YlJ4z zl2l`E<}^4`dEN~>KC@$P<{NNRYh~*C_4*>``QBl2>(}qdd=nnQ!O!~AqKSd$zK*f` zB~-aBRm1tfk3Q#lRptWt=PD$3Dyl@cKSHf$vV5&p-0yrZ2PKrxaJ(Dra5aVDXTeB5+*dA zfT-6??8FOhCicJj>cO2iK*<&=yD-V^L%2eoqE%(s@;{S2zbqxu0=2*X%;4w3)b4$cYX2Tvgs5uQ8E(j$gKx82 zBzpgQDT(;?esKS@1KXb9;op8A@BMa<0 z1SAX>adqEQ`fqvpz}|b+j4Lc_zjZ&92K>EE*b8V7r+hl5k$_(Ob7n}tGl$(GF^Cg1 ziI$89+zcO!Ex1>JbSe{rPf@iOvjt`OT1elrl-(jx?II}&W91hjI?e9V$Ki^DF!T05 zLhWbSf^f8dR>&HiG`mHj{Z1)~7HEI_qy1057_R-=N2vX~*n+UMA2K-D&Tf%t|8^;f zp!Nlwgz0B6xCuxYF0h{wkT6_~(0#6egyG_FX}9gx(Z1N)I@+vi0j*8XKQB`A&(^?> z=LahOQyVf9y)xRHY=a56awTb_GTL|9Z4vwamL}1{ZgU*$Y3$#5$AQ=G=)Y~dKO^x! z!l3aRwulkcS?|z`U$Gk`I{k%|gz=M~AuP@AFRQESeU}PVzeI)4{7iF_KVrXH;UNji zbasP8;Zvj}VpsUFu&=r%cEIN9f%{({d~#3!L$CMW6qv4V@Gio00bA6l{xA*>;PMvP z&|>F#?1l+U=SoS$4%2aid++bx_VU1Ex56TV1ACw9uP$uFc{zWWYVxXHbW^f!!j(<9aEH z*zs^z1^0ig(tnHb78jf9f&{m z{}8F@o)qZw{mil6@My&K%}Fnnl#PZ*hqK!vR`myMRf6G>c-nPb|F(xkA2$U+F`I~;|!8->Yc6AEn@WGwi>A_Rs@1T~KvW4bo zIiw)Ih}|I3@`X|oCKO$OKs9?53gdjWShs)w6N9(E>nk@)N`5`0HPIiMt z`5jUcu`7QHDj%mO!d7;Ky?{V$XA8vvB4kK&JG(&w#H~^iK_CQux=9N#;t5C?E@o>% z>Yjcj?r-MfQbD&DN8`ZVePAN}&pi#{^3ayO2Veg@oJ%{n`#!(Ba(|3=w4aShR681- zfD5SAN-mnP zOc{9i+5U%LIPk{qfgP_QHvSkD_5vbta=b`{9NCv(w@CcMl9C7_A?S@vhlZh0K*Dg* zphJ`9`s4ba+zzGOFiY@1LL2xLTb-;J8M5eX4ZB5R1FNMZV%Pro!JT{6sn*+GP?tja z9Wn3>^?xl}l&JbYA_3Pq(L7)iyFsG;=^C8*FJ=`VARA?PIq{ z^!u8WgfaD(r6f#mgD8I>dz)3|p4ENUqCz^=<-Zf9GS2r1ZQz$|T|~8k@rhiyr?<~; zM^0QI&B5~j%5It1!XYUMV++{l3xG7XfE8H*3B$$jrBelp3pncJ(biVjgPZwqPC8@; zG;^9)W}myIIfD!(YNImyN$j?WX`QG^)D7d!KQ~}x$gvBR>X+!N7qP_(_f?|8dX@Dh z>;{P*7fMMO=lFys(e#dU$j#@zDRmd{FMR!BUJx? zu_a-tKcr0hf7mS&_5X(^Q8$lidapWh;Q2fIKfi0>;YZ=zO{ly0)k>bCW{>~dquDJI&CZaLFor!<@_ zhqc7%NEg%jT+vGAQu@x~MQMA*nzohJ;wzTGu?Z)|!C8^&68NpOP!QpJFI@lC7eM za8&F>3hl&3N$jGQ#8wAy+F4f;IBCU|#MQj1Sv}6?jDYuul!S5ChYF9?m6Rl`lB~hYf!PLHk#>U{OJv zo=E#RvvZm=g3ci}2Lzn~DT&z8`PkCUP64_v=X`6Sm2);(*?h5Rb(V8@q;zM#U@6Nj zqOtR>Lfn!I6Cy3}1giqdDu znTxyxZ8;mN@W7)aZIqxbW4A>tYq2IFNYKQkj7$7FT~tnIQz|K2l+AZ+C_+5x>`dnz zt0&o8Jl)FWb9NT~Gg*LM-oZ>c-=1+G%xnyH2hAjm;ia3c--uXNmM8pqT)V3UyIpI+ zPHH9CN(s=v_;g@HdSKV+fW#Yz%{8%#cBxfJmj)c^qP`LY_IXyt_XJ_NjV)kQSjHu4 z6i=7GY-Kl0G<%bjgo&YB5S(V`)Du^Movkpw=7)hiMJS$QixU-!Nr`~nQ#hVsH%{Q# zDJ2m*97nIocb0mRn{{zubs^uLY)@x(5cC5x#Cr(Qci19Eg=kiyh&<|$)a&DsM5TXV zvq8Z6hLl9?U`@TO+9z4d+#EO%#zNmffc}FmR#bqdCA@yZOI?f9kN%y_0Ds@~UDNTyXWD&Woa-$P?L>89q4cu0C# znU%=b@Tgt7db12QnG@M;5R*AxN+L2?;uQ7d#RUhDf~0hnQ`(d-Y_JyRdwTOZC`J^m zbS`uVP>K2@#Bn)W`lwESN}|K%9>%Sjd#El|xrh6_?7F*rma%yvpf1)V>JBHG?pNn5 z-JDd_nDea_`L1+Pm3psmx(bf2{8@{VU3R|HUYjqZidIK93Ex6ht>AY#83{x&!`4_- z6wiVBgO&^m4=9*j@C38lQ7|ygRMD;x%*Df0fxFlY5=c{062?!HQW7S#qhU26vp^t)FUyahKGsLKuB#v2TNgnxdFf8NDE|E&L1M#6#k z(24BGXqo(1#U1P2wU*2FE^veNx>6Z*oK9x-)ov&GUMV`)lpUB^T!&Z64fU!D6ziOx zb|h)SQxPVCs;Ph#jWMS2)G) zWUm^fhXNGx9HH6H7AYz;QxY)pM4sw{ayz?u0?MsY5j*_WbLbw(gmJ*oO{N|BE(MCbsu)npRz<*H5FxiJ4l8>y~?Ioue{|JjNg} z{g&p8PKbUhlM`yGU~$M2?i6VTW4%saBIgWk`!r)MC_MO?EDuFM{yd zQWCKve0j~X!g7~d{HfBrQn!O}`*oz36gmaW(L1`~s>u$xZWGo@m` z1pT^64X~3CkT6{Qyr$1$byaSC{we4e>-JK0L!vk}I89A%Sxddr?)lczTt{9ns9WJ| zPIth%_%%*X5*(?+?+cmFdMUxZZ0y2~SBc&zCAgd27BRKEG>N)8Zhj_k>_tvV2cji# z$Ae=9H13Zu4c^6Q@in#*A}YLcT%rqkg?%ExtE~$EwkiD6iTtm!Ss{2lFC}4|?pcJi z*_E7G0jO~9J|vkN>P3X?hioCELN+@Q0BOhs?=3bT1h4N&NyLuV9LVdu9B-8kBljL_ zMKae_PIfss^nrB1?{Cq5f*8Kf7Cb73a}tosRVVCoYJlEjXI;i^Jw2xwcabpt?t5&8 z2$;Wea5+@Pj-&QV9MDTbna3Bb{93<0eDH zDh&u447_TCmn)}l@dmYto0u&n5wrVv_#_i@}Pq!);o13{E zvZ;AD>`)owH(;(mvt4CZ?gD{t!55X$y4#tb^Y2H5RRnLU*RPgB_JC^V<1huiN>4$4901MtR^`slet~ z-8K}mUKy_WdEoSwtCp{6v+(ryLl12|xcl|N{kwhItkii2VcE(SI--IrBNIJ2SpG)C z$xZAgNjTXeC1D)-GYD1l^1Hcc+j9@>{oJ94;JjLOD_`Q@w= zG@dcu6CaY*zT%KnBjMKLGN`R*ly&IV?E{b8>}$8;eOoJ099A?ok;|!c8FWG;*}GD) zjV-++CGi2VrJ1*?95xe-LugC5bt}x4@QDx8sx4WXVloqb4WrvVgxiwKV02r;AH-%$ zxOJ4;(sZfV#+If?Nqj(T>9TNJnpo}A^k$HtH64lloqiT-Piv)G3AZPg$>{ckKZwJg z^tp2($8)WaN^DGNxs*hVriA&`bhn3Fk}M^QPARl^sPhi?6*ypOlh_(U8!wCl0&ld)svYoIGNob zQFTH}B1U)M^ld9O|D6SoAZ&dYLbj{C(o5`?Jpj)Ln2{#aAF%AP! zsqtB7P`miFQ~+ZaeNqxJ+687bW8I+&xjC!$0UF1PY$2k@?a*tpcC#BKar-M$60s|O z zmrJXj?kwugR?VWKBOkYPb1y7vx02OkHY~k>!Ybvh%T}%WQ=gq>p7ka#C*0PY1XxMi zX!7z%c3Z@{Mr#r+T*Nl#%=y;x92_E?&FTfU1=v!ME;uPG<@7qRn>p73=j-{DTZ#4) zba9)ll5iI%>aUy#+d(zkdeLi@ZCKw{!?vqllPRCdW``hjij;)$yg3MR^QJw~L*|_| z--4}7u=N9+q^M7$wbDImjg&bG1f9l@C*yYr>g8+|LEqF1J~2Y)~u{_bjlPAt2_ZBw`2AI%mGMCaI1*1_)J`<>CkjM>hfT%a%VveZcej*8?C{P1$b9Ql>0&vV zO!w#b`L#56-SH zz}*pE#14hM83fT9M%*6LV5Ra&y;B@S*4E&jA_YgsX_4LIB4F>B64_QF8>6XfB!{z^ zB}Vdx53G@lg$3vxS%`wcNM8E@L7T_cLsS<&5NClzmCo4Bl8 z0JkfETPD@EHGgtMo+1=0+44k%Vp5_L`2n9neh40yup1|MT%<|V9sOsTde)pCQrDa{ zR~eU9#+Gtaa#!4O^^VGDIA7 zkzmKR%6RwJ?iaUJM#JUV?QobzYR9EeIVq(}KsBGs_Q9{l7LuD_6K_G47Ot+Q7e`&} zE@G{07~Vl_s&89>V~=$>io~Pv)|K+>)HCm7I&)Cl%JCmU3v#3&n$jGCIIPkf76=3+ z3>R2P5|A*iJwh6t-2&mR))oklpk=^4UKwyF8`tp2pk!)P27Hp;76}B8w=xiDnQ8*T z+*OsC-jR;lne@SH+IRGMlV|y#MsYR$yE*>fXaG$A$xPl;TEv1h*qU9jlZcs<(9u)O|};cx+~kiXnouRl@`#}4ehV{q?w zUyhLZU!L>-CtIX&=U1XNa{k}4+ak{YYfYkV7SQ|+Oyic+7R`NCDE}k0)0uZPXOu$J z32TamF5gdQw@j2fMM}c-ixV}8=AYR>l3E`UI8+Tv<@x(`mudwEm36{yzfUfLwKm##-MX_F#l`W8fLSbYn6j(~*W0)wM~gz?{h zlZI$FuYIPqJ>2Z2o8iD!eRPYdL%CU#zsGya>+$Yo!yO(Kl&Fn*yt~KZc;P%{&X=js9ffe&Ldd=6^qD53=WlSPp<-pa3nWX+IyH%pl=cOc!mpqG@G<%YI z)|I(pxmV2#!Wx5xa6+qv$JXWxfmH@Wy@=@ikS%0XbY>^YhD$pM?q?e=30`lp`5<_G zPf8+oyv|-+F2Y%&1|_VI!x>U=s|w6^)y{@kF0y{75>Y^e-)E~OD#GU^;2LO<%ixMd z@Ty!mPwm#e?W$Y^`uErj66k*?B@r2VaShfE#XesyML?bTTg3Z>N^?dQq}!^@562s1 ziHP)ZY}N?Uvo(npj_b~H@w=?IsIEU!bryZBam`&-*0Mjf;5?VpGW7(aX@ib(+9fYbDm`x9RA)7k_<^@s`#%<3-duVnK zJ9h}wFbCBYR3iWW!b^ME(`x zdOKVEsJPB;jBC9G3AeJDBCy^pB@u*GF!nUVSL_1>Bn%fZCFZpg+rGk6?E^HCJ#1A* zHIbobykB9rORV4}DT&DX7iU|fz~@7OJVhwpWy=#4iU{Suci4>+Jl@tM>gGhvE&u7X z@B>-?ySfSGzwqfaQwm&p%He1;zm>vf!WhEVgfJ!`VYtAuk${A8=Izqams<<`N^5I@ z)2fTr26jE(|HvKv+qMooa+hzoojKqY0YA3AIio2hW1}MAN7!wVP;izeQ8yGczX&*I zwNub5(c!X0*zVF^?&?w%4P39qx}TkY%N5s)sIk}xi}3UO}suxF-=m|m<2%Gs2J1JHZnZeO2!RO-Km zs9nbvFe++CCtPIo+Dey0xZeRdBuH&$b3u?QOG(6z)Qr^ySWseB?Xq5KrnhhN+NcQW-adl4ZvoV9=txNCgAvS8tO&F>VL3> zjEdFl1Z;9sT-wN`UCSl$slR6PLGaoyB@sJbGpl&1T?tmL9(<#S`mZ5YgKPn#Vs*5K zmEv${qz;(j47h9;PU`$QqG*@cFDcpLq!G`;LX~O*!yM2Po6H*ef<1$rmLR`~PNcX}S zC%Ke$$?`ToFrjZCGT&s26&0Cj34OG0QS+s*md&I?Htv6&%>aSs@1!JRhlXw}so+SFO7W zGhOUtcAG@!6Qm?!*ZH(1Y86Gg9d?VSthPcjog+Ig!(Tx>KE@U-ss~I@qzq>^EMGy+ z2s$5Ob3o8JOG+Y$j$nLYhA5bZ2}l?&uF|gE{Ot*&V6kSAEYtM9MN{ZzYcZ-Rj84EZ zOx->~-(fdO&~Miy1fvOQ`a60tY$Vp3X?+D6^EK-8HnwO{^*JWdQRRRrbSt}6qR^Y9 zB#a?%K}?#R0Z&*01*n{g@^F+(sn4He1s@^`&#{Gxio!$)a6WDb7SFKTCRps0l87CP zQ46zOPJ1Eg2f_Omwf`M9`%$$&I+1kSCu;u(cB4e?-;k1sUF~DwG*s)#A{-6pSA5O) zsQUk4ix5@yV-s*BD$H0a9*FY)o!u-^{x78@g31^4#il#QZbd-Ca1mE`K7NVg^ja&N zWPv7ofoEt7C*2iS);$5XeLB5xL%Yihv4<1cO%r=KUXy5H2R~s&zF4%Dm2(}cmk$&T zgAY-|%h+N@^|pzLEO29YdfX5dFJ`w*RQyRP31jSkf+#h+%b&IoK-h?D-|HX}{tDuf zVG9-&m+6V5$JtQmbg?-g=%l11Vn=7}WpJuY51gtO+yYkn0Fn3{TZpJg9GTF!S0NX~ zJMLh&OZ2}@N+Nds&#ZO=7Hki3tYSyE16S>l3PAnW5Sy>E1&oT#(TQr;U@H#o8V(6k z&$GE8NIfeh5kyMR@0-*CJ1hYS!$n-F!vu9Hlyzk(4dW+rI&|hVfsi6%K{RH z3+y8WBn%h05=B75aPe{Jbe!S>4&8dLwabcT9em}{!7pwZd~(l$*YD_m?&$-sJyyMy z!xzIchfRS4+ul49J|1BkOt_^hNgJ&$dWhW?vG4me2| z)Zu=%ToHAs?`aRYE@uzBL88c4q>7YItV|fZ>A8b@zVgd`55oDQy}|N+;34YuUACA} z^*S)5-6!n% z?r8plRD&i1`Ms1x5ClQ@VR|5RG64z0#Y;n*f;g;=J9z6e{kQKLc=5*m=lA)8oBt8o zz*(`{K*+t&3)l@3M?77V5cCz&5O;jgzu=PC`f6_YHfnwiTMGP%@~Qn5`p{y2(S?-bHz?mc#^ zOk>;taem;!+M4fCsc#``r%gEQuz5G^_{@&EnQy>&s=_jiccmH%Hw71 zZ+Y>+p0D`Pi10q*)WH@xYLBaNI*;PCp4}pG{HvuTf;e&P)8)b>fY{{=NEj}fp8%q{ zjKspK-zKVGBJg*!br==+DR6I`p0g?1sr;s#n$MwDa2LCIVg=hZ3BjmYT#E3Ps@LYu z74KVA>`QFPqAGTX1?(@f8zt)8J+wNTdytl{u+oxr~Do2t=_OQcBh(zgrI)F{Ark#ql=|#2_J7P)#MnJBm4nJr%^pz z<*{dlOl>ZbN^Hg(7owDZH19r(@|2QGM-6jo!mCzIyfKMz6XxIQ6a-`fjQ( zm+VP*tb?8Wbz;J`ptj7X)yMVfV+(xz(WAqE$LO#Dco}ANK%?MTvfFEzVFmWK0urXr z$K+Z-!f=6u8vzN!1umixkT6`_Bb{GWT)@JZ-K||1bM%_zMs2ECjGWZJSLRbr z*1wK3Ghqr?zFrse*KCsuk9>TPcN(@P8~7+w_k=9NJdu?ogLbi;rH4g^TljTCJF` z(MYD;!wvFLbvwFRI-%;E$ZnLl-Z&`<6HUiRNtl?9pmHpe^lxvWT{L|(ImZpYC;LOM z1xKw~%X6J@6*V06>$i<)KS8@$#8zHZyGbO9y4$c-u?@NmHPh*2ZQvX3G^z6Ks?m&3 zFJ$vWOzHwnLJ-aQE?N!dfRVF6b&bJbUh@F;-GR(CHJERZ>MT5%yDaKpKEaxMh0~Gm zf!+KmCl$CzC-|^dLXIy*wWt%6MLF7@YN9-xW$Q6WL)3byZcN0#T1vu%sH+h5dclEj zcsL53Va#i3u9Pk~n3nmYLA{p{tq0k{MMdkV8nhhE9Yz3((S2+lh|lkkl87CnQl&{?y(sH*l{v}O51Ptt#YWhL^j5XINo;zvbsF7*D2fAl&G;pv=Rdwv>3bj3dj z<$Kvo5m;Z9k_f`e2}dp$COg0mML@!E5m$Dw0wRDKj+yKrX}L#GT5vjQ$A;d#I+fg) zEU0nZ0>~b&aEj#~_2clfv6@R7?erIHJfqs_rNL|?X}d>Z+OYH2)q_9z(7U-H8!5PY z7~&+ZpRxHSrhHJ7Xh~Lrox=##IRr)x?so{r#Czi!GK|onpGJgn>=ua{$4E&SUmU4P zG<~2pLgjx!edBki@3YygM>YNta1ch=g!UQi7Ky%XDT$!I1>w^~V00b<3ByHP5%@$m z0sH28Cx2Pav6jJgEB<^e$`8H=Deuz0;tx0^4qTtPJp`t2T?GOl=qq%|IAkpIWQWC};u0tT2JtAos1b4An=cqem zJJeI`28p_#kdg?hTM)oZ3`ExvkT6`t6$8&-n=JG|-L;@E&&EN{l|_|Wu1*$`Jx&SE z2(UT}aN%~+T9WS6#h+5xSamprFlN5Z#wx0PeLMk|FL_eB)hvCj7F>5!mC{yHLJ>Mu zm9pNL_f0mR#4Nw7NqmrE>3_0?imH4SOGEa#{g&Mz(c-VAB#c}A8v@btSbFSzaV79| zHn+`UH%Qcdl$1nJ-GV@9Vkx?gfP~>9u2^~!8PQ`rUD#1jNAE3hHl{lq|HNx0;%_iQ zu4E$+)k)_B$KY5lN@~vGMnB}-H3?Jlzl6;Yv8szSi57;!nQCxt<#QICIeNODnNk0- zc=eV3T)+Nnh((SqdQ>cC>LEBJ^R_yXR1FW+zdL%%G_BvjW`gLyTS~(ClY@hXiP%3jv zHZ)B9K&lWk<@tRniJVFD6{i&vz}juaQL-tYO= zuJ^m7?IZRgIHwWqTu&aYDfjdw3+Ze1X~U;mYt)1;tO+Pti?eXmZ@M$x;XYAo1YtfY zSIp9TATq~z3k1))zd1t}rI|(x1Q)Q|BGLGCO`?VQ4w>bIwy4H3BY~AMoP$+DtD|f~?gTGL zB{H2=UP>ZHgTX0SbFi&%bEf$kZDuE1fT%DGb>8ih>{f}ZJ}xB@yXL33-sD(r&lN10 zguQ@he1k1iR5Ye0Tz7!OzOg?Au1E;|U+ne?E`KW}5j!r^e2Ij0S-I3(4lI2Ne+9Am zC0nql*i28jkYI{q=aDml&cCubAm|*Dl87Ch6OGr@N$>(gp(sB<jaTAr6giU zWV+{BHG`voGu3$qvH5ehXi>45Vf+WKqO1=8BrYiD%cB@38-;t6qzVQ!;N%N{A)pf=tr#H}*jaZ|< zL!JK@oAszVADJlXc8J3N54%aC@c)pKh+W~w&%F$;7E>3!&a)P#QgB<5`nR=ovs36u z7lQ-chHoQC$3NJd{G7y>%5nM*GR2~u^tiPhk6QxXF>F={ct=Y~#17ur#ra%E7K&qV z9lNh6RQmuSS8SE?Tb@)VKi zVv7?MiAjl0h6 zoXsU`;NDvY9)7le+t$Gs_xfxu^D!^SdyEZJxS1&_8|8RkWVc1E>OoDSZjM)XgN^uL zwec_=R&cHm0QA%f74q$Es4`vHR7?4NG=spqN zM;MQIs5yBeiBXjkl}o{Fx1+(c4bQgWnSl5qHai5w|NDUj(cQ@l)dA&(R(rD4(X9_* zs#>+LBdIig9U+{{)>%|fJi(L_700&bSZ}lSI3@_5#O8(|c%qa<>~1(|iPH(rro*XT zJ)sf1=R=2m=rHv^@7@FY9zwN(Em>5kCd2LYiZvZEku?I%a(3$knq^WFu|qR$c@9R- zs`Qr3!Dda^y+qE@34aBV>17KR6`ARYw96TI4s6JDIV0%wusI;;WTYfwN9R1(ajGY= zVp38_!me7CnrMU7q0rfw%$603Y8QXDRGjaRiNm0SIPYMqC@Rk9RXxy?Q714;M&pz^ zcvfZ9Cl!EyiHYczpxgD-{hYix!HlwXySh#kr~ORMf`yjYzTZozo2R2^*iv5fW;1oOvi z!J~qCQo?gWHN?P`kcx9#ab6v6P&9wY=7^yAmXt*7XijfasKLIcB#aevDcIhdb2bG= zh;`mUybgOfuEE5NgvJH7JSAZ~sCctAZ?1OD)Xe)*?V9z6?@37n0TPtPOmz*b1p*R= ziU6-y(KfBqCj?Nz^U;HNP-5VvSQO_xiL~algYrl41)L z9{7m@D=@{V+a`e{$!?P9@h_z$jLZHxLecE<(NT-a>8w8IS@qK!^Bu|dayD5A+&f+O zEd*s7TfC^C%uKYq{OL@phCc$+Eo>$TOgBnN#17LbtI9o20ruWx)7LtdT4JXTgDqNm z?R{O?BL50ue3mVKR2b)~d&E8dZI6E&_YMpN>zCO~5m=v=l87BvYh`kSgXKN|bFNO1 z+shprpboDqYJp=|8^4Y~ew!_DR3MK}^Z>_L?sJN^&Wn*@{Ep_uf6wNH;P?MYNyLud zsMTtrL$1r;VR_#o8oyz)9~F(!iC(vT5)FUFZj`9~7g7>IwF{C&lV@TIA|PS7xIik1 z;sWx_ziMrsdBVZnj}Pv?Z{XoQ2X}5gxbwDyZ`?4rb8r81Pak;gv4MLY7~FM-&)hO? zUUq4Ju{onGC2*tc@>F(P#K2C`Bm~)|cwTvoI;GKC0y7pq6;^7#N1t86mM+|9i6$#! z^$Cu;jzELua(1&ssmq2|YTdbd@yXPmN*BwRmL#oCXOorgNp=M%9cR>e36gPRQ(#qM zpnezOeZ=B*wl1P#aiZt0z_Wn^RtOlLiRbQRvqPYHRZ7Bm?$@LwjOU_(d>}n{#xj^d zE|opsg{7?&nNn%+k4w9&wl*Ny7_HexD2WAi{v<)9`} zH)p9EG^O1uhD6^4s9)=0FQCRJJ`z(lSaD;fZ_1KtdmOucqU|wK62>t{N=X>UM9e>s zj(MW%iB=MhT}^LxQjmfrOJ%qp1eT%}k{z&+&u=bKet_n4AzN`#9X6pBr7I7$lSMdy z8n}kkOmhvJ1*%*V=e>Z<4>70nG>QKwoOeB2+Nj!BCw_*Uo_saCL89KPq$G^Du9cE7 z-ijc{>8;XOKFhnsOHHNX4aA|trJ-I#=e&!pr>N#J8x|$GcXsJ>B+JDTOsUozHf?9~ zL9FI>DG6gW4F)Vyye3t5kgRZ$1(o~wLn(cX*u2CRC@MCSy*(t^Dn}$tzQ}H!AhKIZ zB8Z5<35_3Pbx1(Ma4|=k?

z@b}VCg}>%ceon{f6g`Z7Fpl$31iNY_Jk_akX(2=>l(AS3Qh3ZB_ah3M?1N-jpuiT4sPrjfyuiy-S%A4q`1JSp^an+Jl?i%0N7AP)Nf%3nbbGl3^Rj9q>uUEx z7w;Z+?=VRJTAa-F-l+N~Z1}^CUy0smRQ)cyEn@KRXcBe9Nb^V4V=#^^S+d$6x@*42 zD00~2&B;KCBGrmcH5+56QoS^Yygz)Mz9%JN9OrikOS1>lZmeFmCaC?|2dMrzv8lfr z#5;>&`agl)F0tw3q$Fb3|132AHYZoi7ff`S+qOEeab&0$5uc0MLPm@;m7`tvfE`P~ zrM^K|Uusnf@s_1*E(ltSq$FZTYmytP^zE1{onp5?V$sKlOqMNBRAeSs1DEEgM{(q; z(+mXC?A8e)ol+99BjR=vSFB#_hoa_t#NaNr2vISpb{>V^4yyd^>}HAbZ!l@dnyrcqbUkv&a|Gihwn$OIn3BLnIcgbNl_%m6FS45_pzM~C2!bNWrcFYQxtf54 z;o@y+YT_p3ue3HHzi?q{qdNR4<=%Ja?MKiv0L#kRY@fBJJ6TA<8)}nKO_!>29Dk>p zsd!2H&)Il}TclD)qa^)b*liK>8`LCPn4}-4v}Y~DHJ(K{gUf2`P8Yqwk3aY}dKrVj zxF?#E&J&eaj!&pevbrL*2-O!@RGx-2C#&c7lZY^e%?p8Kq?Cm5#Sd!|O)u0Ob%oQB z>{SaEFV1hWG>~gyHH?42TB-XMqICvayoe4`nVBdk{?t;%?))ZOL#I~jgdCk^vzZ_; zohl^}J4}<+4h^tTy+z~VWmelq{9YCE9HD7rixd@_DSBUq%ah&RX_r1iQ=H4$%@a^o zNlC;G%53Ohaz%GZ+1f&~w^x;%SLd_oj=%vML%xYXZDxxZ6)682vP~|Zb}#Zt!d;oo z2!X61B@sJh6Ibe86ssYsz~R%uqx;EIgyvzkI8mXQl<3j>BVZQE<%huW0K0Jl$GuV# zvBRO}(BQ5doZi%(&&qtt$*S&Xi5|83qg>!d`>FHK`p9O~MBzu$_xo7rYk<4v4!&5JivKu98zeGwRsCGfg%2d6u_#q%+xHup!!MIhgS6f^4 zI`<-{q?b;vDJ2VPD!Ng%Yi>xf>p`#BbsHPTaPw1IXjJUl%5IBT-A$TA3yWP7ygCWi zA$(^f1RtVD?_!G?QKglMiAGhCr`T;16+a;*VO;7_M5);m)DsmJ&|#K~jxJsK`%3Z@ z(fB4?oTz9_(rCctHNcM^8_+oWb#~(fj=z(V2*M!^I?MC?ExOtByt<}lmT+yCD#%=Xal4d6jMj=qG8K(=MILUmtS+zinMoz|4TSE0vc-xD-82`v zEb!&QM#KN#uo)nMUU91$AWHPr-q2>Z|2DvJvH zBDHHr$sFwYap!KQT44kkf?i?dUViCr34qF{D>L!mgKTz*k@QPR#BL?3f+8~tF- zQho!Rj0mgaldycNs{p5e!?Xj`Kru7-_w1RMy&?C-Y{0@pgp#+>kb5b+En;7bG>N*3 zt-tL?tl9A}H&sWCmB2If-Y&M35j6@obZbc6kQ=h_E5&Y_C^#uquylXqDm6Av<>6Kk zuWpodFTg!cE!DRd9!CjbeNjhAJ36J2+&mIT<^ug)caM7uIi=CP=OqT+6kY*D{ zgtxKP92MaeFwE|=l{W0EHsCmSTvy>K1MbX3UFhwcHtGVFZo<{7Mi+2RIL*RtVKYwb z<3=e76IwruCf4i{_=#QD7W zeXCpbu72wYeFM$q$87CJHJ54r9spJXE53+@{E*E6v5>b=vGp>T7&_Wx*5rE}@KtqW zGFQU(2hHoVV4;8=sD=fep}voMS`AuA{cF_v^{~JvSn>KWeCKngYK`k;O(mIm z3#wA8hW0j=$$o@?evE(K#XtY7|G2seuW=z$oCp)u2qwdFd{;qG6<24BP&b?{6~@$~ zW=ctz5IG%zX?AxzxyC>&xXLmcINl=UIU34pwn$MinNo`hEXP+o5pP_{Zk~AKB~lVG zg5tXExLQGhp@&Jf0ZdAho@&O2zeUu7#e zY6O{~@+;u2I>c7XG(#6>KF?->M3HBuBw`0>1_daUE(XqpuJ;l`^cGvVs1O|$0+Hs9 zxbpYdJP?e&EhQ1eNZ^OYl`$6=kT6`}I7vXlaDk;a0SUv!h0;t|aRJHY-qsdXmmJvp zxkC@V+`n&2|IRz$pmewceemX&4?h3g!ChPM$ogOId$9kx`v#wVdT`H9>xxyYtb=bn zbnx*?|IWMn@7mtKZR_BRdwo4-=5M^h>+GG)De^0wG%CE#WVb~;VY((ED7^AVAUNNt zHrnQUdYqivqYj%l;26848Wj5Uskh^XzJ+1ve74}>VTdRhx8qh@RvS4y{zx49D4PkQ z{d1%wjPIR^0M_fw#g&pNh>h;hp#Vp(91VK`(fLcZR8i5Hnm|N!R}KZXl)4C&0Q2YU z_6ab5idwB#CTaSTvRQ5JpnO#lj9obL?MUy8Q1_9BUh@(D3R=qZ zY~4h)l{f~D|6Y@5VeT-)^hs()JY2o?UP5L6hAnnfWgk`3HvxCvL?4Zezhd)1 zRR0Sp31js?L-gt;4&sM^cxisfu6kYP*5@0p(Hbve`Mz={CP83|kGu{j{}L`RSk zn5+VWr+|dvBCdXG#?p<+Y}q6hp=MI=B{Y;QTgOoi<)}o>VhA(``9r{H#-G5PA52jUh_Sg!+y3FqMF0lgyZo* zOkfYYSz-dONJ$tI!0;%*&zJyK#{?t{7gMB}n&JX#qx)K08~p^oHafWD(SdDuVQthm z(#d?+tBU@X4QIF^Ds42XivF727O}p6(YgYiVccw-Ceic`IlO%0Lnizc#O6Gx98fh9RZ)a-CbS%LN*UX z^;bwq7^|-%djDoCEVr=*v&F}Dh2>T@2Lzp4q$E;DXI5nSL>=plN9l=gpznN{EtV}d zv!m-P>R2c6M@-(etO)_xE;ceddO`zFKoF9E2zp>MH3)7m-<$h4Q72Dj)%6 zzEr>9-z%~KP9l)Zn9*N0=hXdd9FuzjrG`#(>TT?{h}mt{BzhRjp4zMdy8(1tFJ$4m zY)Bo4)T5ftIMSzTLtsSKE*k8wv0JFH6=exZ<1|xW7Pc3aJaDOYSRPmHI;yiPzH!mf zy~JjYpjeQSFm9ViL+Ex`+-C!~@wF)0+>a6Lo7l>*1^ZMhum@Go;i}px6zey#c_UcA zPD&zmtetjUsp?6i=yrY`@w|sEuq~d)W`=d&9`;XNbxT8-jNm8O+z zl9EUrtVOFGD1`%=u=y&)EN}*UGoI7GxSHJ=J08~lRfO!RALvf#Oahn2(U~lGSiq?| zckQ2|uWL?ym7D4AzoaTRr-Gi4l8B=w2!%~Fjlq?GgyG^ssUUtd{psFD(-)qRY_x^b2PPO^bgJ0`Rp#4pc1-M?EDONTcm3^U6bfx>^vhlDg;?VItL-D$wtC+ z^zG-cg-z~`iDDaY>4krW3z9x`?m@!()urs_iLM8vB#bLvgm85`!krlcWox|#*%vWX zl3qYqUcwg27M59ISYV*kT#=6Uh3xhTE>}oNq>jr%AD4~AnpYX~hVt23i`=@lZz58+ zvBk7SYEgg`J5UDVA#L2_O@En=XfPc-A!%m=$Oby9+N zid!9aTg1?g)+Blux6a#;hpIyAx{M*cyju&-zeF~3TE2z8zJ@J$vab^*!|Bpt#h=Qb z9n#CSP5y|RpT}l`X#X533FBaAA%NYEWRLZSUsXeYQz@%%vU7$jr7?YGBv&ZaV?DIR z`v~1ITVz}4jthobRV%-MJiCf#y;+Jp6A*K3b_j?&q$E-Yan8khx2o-Zqb=S+uwKI! z%@(Y=8C-4cc=zZvY!(PWuauIo21uM9H&4ev5c;!tR7@HPL%vLDGB2XUzU`j&j#UzNieqQ6+ah*7Rg-Ah zd366gz}!tGD3GkvL(VUh2H~%89ap?mX{(n|#VgoiC-)^p#f^EHg5pl^U+&c0xyT*q zQch#@KveHaNfd>Q#Mh8pN^De!j&!h|r~M(QFZ#n;8l7 z=2ihN#Tx-=fXxB{=prczYk+(=}G(T8ZHx#RKS;^Nqjm~cdLBC>4o$Lfk`c6U6 zFW7AnoBydM(XwOdW)S38y`2@xIvMn8dp)>zG1`YGzJdMtggaG;NeWj_-?2l1v(3M@ zC|(SAO88-uBB>VPlOYQz7ntxO9+CS!bI3F6|-Yw=#B%|OzH zX-LZHCoIjqagMsR%1=*neM8Z;;ovv8X2io#6{?8_{y78|5Imzn(f>VpU-=&?3DYP3 z1Kq9LQR~z-*=jzgs!KR)v(;GkR{SAa-Fmhi*a9~V(p-TXeVuepaYF*4HSD%YzjdCJ zMCw?~@89L^)nzbCIj^c$Q~S%FHxx_jX#E=ElV=NPi_d~gRdWc1Far+VDso7W8fJ4r zkjhC(q>j`A*s$<)@2s{foV6ofZdbVki4-xY+PsHYy_PMaEmlXV4GK?B%GLISn+x$s zzQuB`O%L6z2rZJJ}o&G(R9Ekvf{oHx~1?Jgi?_2~}tVIBTU!Zlo_XqW3{{ zqEq#+@Rvw5(~uBAq<_FxiY?MBGGL#+R0e9zzZ;Uu1z{k22V_-J5!}Da=8xe1Eh&jO z?wq*J=fX@OacUtTVYqlm8gVHuV4m>#-cBKxh5~VCTfXeU`kc9`8oV4LG}VD^-?lbl z&7&tar;k(b>dqRvlDyOOaWcCtVrdgKiJnX!vC{ZqI?{~|(7})B;4WLNWCtfIY#fe} zZ9bpTgt0GF=RB?Y%2k!AVLe9su6EZ7tlfp{MTg zDm3k1Md0pd3u+4-oJCOG?n*dLsTg%D|I_tFZ)0ct94mS3IKWvGCY(^VM!oab%h18SNR>0m}zHe=ntvxQE! zL?wKuSobgNwurI)Nt5Vdtb1rb+*%pyp8em@mFIk@JCg;Xz{X*js&1R~v@_XF5olkGBwI$dNf~q>OnA--i)~_L2&u0s0i`D{I0Sq`)C)wK}^&B=A z1gT4-tG|+qrn*##R3pI(B!${XV zwYgiN5XaWNFlSdQ(5nlDiZ@ix#r6nWy@YzdjV-mU-sfdh369dwn}V` zV|pg*^8*8&=7(6tx7dvnt9Ve8Xz7pL%z(iq%(;<4O4qu8ixXqYZuJuC{4Z>=ZFN3R z?N*rq%2g*=HFreye`51MRR4P^3FDBzLG-%4nmee6gWM5}X0v%97|oE9h+`z^@l2=o2@@b+>_PYsJkVKeOW}ssdZhwo z7M*n$ZCPbj5G&2!%O#lp=VMD!qidSe{pYbQDY?^9D(E!bzl_}$G5kw3i5`v%6Swa1 zDtq$Y-e^E2C*)z~;9QwlgBJ;@d9R*6FEQWC~{Du_w9d;5+HEw{2+x7B&e zg_c{`O%jFQEG3b;!Y8jU?#Wk5MOC&nYVDCHXz*WPi(#w$DH$)s2eJ9jvKuB4+%F|z z4S_h=KWv-oug9b64}L_=A7pcHtNFuW0ZX?|l>P|2O``N)X%ao`x#xrm4#TNF*l30l zAiJWPZSf8&dg4dA6DyLTu`w6o`DXE8INlfVM)ZCtn+2lxr%Fi}WB(UI*X<5|@}~ZQ z&58TkktYboDQq!pt$s?TP_2!%+=gDlZkRxDqLf7H5Ik-3rf312hW-UrzKzYct;!F{ zj1>|#j5o6zB&xnpN+NYtpNLszP^iGU$h`z^{eI$C8*uV=7ga31}TX+YJ!=)SscKqLqNiC zk<#>LBFxyKB2(N>%+F{OUuCP&)+Ua~4DBwq!2e6^Rtf%}my$?b^9%j0N$^!w6|3Tv z3)yjJus%HORiaMY_D#g+cWg0j@mUmXP{LgksuC9R>H2&Umwk-Q2!ZT?ltk)~9T{v( zIy%)XQerOl3}Ko6(X?XsspfL~z`D!ins!Kiby=0EsiY`7PYP}W;agY*e)dzheHqt zm{0POMaGkTT@>dB!@%zM#HyC!`W>$maAhhhkOTtL9Z= zb7cPKh|b^Gsaq;VlD%}7I>=g(};2#9}_k}%HmJG6sV z&NEtQVIUoLpPglW%hg4Hr3#eqhh?pzr%EeiE90ufHXP}Rq1*X&M03H%x)ZvSkpmKR z;Tk{S*1vSs=hk2OO*lU|m(2-5Z&SA&gsg)$UT9ro|Sr08{c z9nm|NEwHUG9-S#DZe7i-i`=?~TjG1G*qjjb&Xkf!9liO>`c^vYAVpIZpwQl@3hlu0 zfJi*nX#EMSE<*7Uwi0ZifC@KW&GjqJ#`q*I zd>5Myg2e}=B#iUC58>=~kaOH}2y%2KBIP$t108DVLN*^Dd_QChZ42Mip=>bJB~rU} zhGQt#*4m%G$L57#_-!eP)G<7DdEbiQptVA=R)XwlRpdr3|9fgT6PGlCU?S>@?5`2s z|6!}c7Tr@a;WOC2EP9K;$kGgqXxI4+_>(%Yx%Jla=cFw%@SJ?wrDQN_+2u@ z-uf<8UkXT-U^6?D}J>(H7fg^4V-hsm_M?!W$`{@ z`9`+LwpbnmF|p6D2D8a;t2xT+*sKr$Un?aM2T(9dnt>L3X#oktMTdb_x&#^Cb&l9e z_yHQm7uc$_HH`M#(Vu0vORV62DT(y;zuohDwAgatq|gJ@|3S78_WG|FE=V`}2)kXP z|6fT-#Pu(5A>)O(MJXU*xVTojm!P zcJA&@RIKFdwAp+#yDef*M`;p0jCvR7YnI`5I*fOXLSy&SwRsPn_&m1o$xciZ-B4V_z_{qVbdp1jT{bb zOx&?!&seq`zlq=w^<#uwaP7b@sTNj2%cEz*A6rJx(SPcz#(cK)(bS_l+crA;?|kzkpL%t~zD5hp0sVVyiIUAqN!DpV|2DfV zVoBeSk}w#4U6bf~ouR`X`Se>K{rF80JvV|M(S`rUX5LcQjYBf|p=EUV{xiElqVPXT zNu;ju*$3~uYX56*Jox5UI+uEbYKa3*??=_2{0f4x;1k`6WQpN7CTI3~gK%I=^W!Vj z6x*H4ZkJ#(OG?5T6LFT`VF#|i{ow0f6@?-A5fy(fn|qEIET>+uirpa5_?enS59blH zw!tBktSSno1G@ZJc4sU^NPGh|`~tSXwi=$DDF=MvGOOl`*!XkV3=oY!TS~&%_{9iX z_ofXPwM_zOhVlv7#Nh`B#LL-2*a9(G0TFOP^#4+JyF~vll9Gt)Ul4DZkPZD#K*Df= z!@YonAF_S5UC7q;C}Pf~**(iI@p8+Z{rBCo|Ju9v-}R}-?tfjRI~~2U8NA)g1}WLT zl#HE%w@5H8%mYEaJztBYH?QAYo#$rfXG4JXmtb< zs=wqhA7b$ub^Id=^R-Qw53q$!hFJ;U3Fcq3+afUkQj_T6U^zLs{*Mfjktf(EANtAe z#C=4WjVaBG{}dmjQ+_JDVWQc8Nx?A=^aO&_?Ll$o#Z?fxc`X^uNl$tK0a?Py_hYgElP_rHRRI;KH>kB_K;o4W`sbtS4tvv$TDjnV}E2UTiJ!U zH8E@6RlDpN(E-cq3xx0;Y_V-2JU%lR;ya8XcphG63VajqdmEb}0_9tzB;rsCLQu24 zfpLw1gyG^bX>{dBu@Ce%iam=)vHegg0v4mzZoAkC5mWJDm<^REEi-3E!ltk*_hR;StrkUXf2#?1W!WN$Pho%PE?GpW8E+rAyzaS7Y zu@nxh0uqLc?@0T3KbCs1x3SbI8;h!{Arx0uv6FvOoipSOV$n2xY`59PMh1e>k2J%l zx3R%XwmT(zr|{`5?6!!ly-AbkVfbXOpNcrJ`5E2!ezs_qYHWKe)jjN1i9$aiC1Kp= zV~9zs*hZW@bHuv9lq1I52>p)A{}o#XTjfuJ0wBIS(P`)}*v%5{{}ff%ySkB!&WEZ< zW2K4*<-K*GNZ2RPM?Y$$&UE`%QS(o|w>yC%={=x=;7+KEq&S7b`I=J*5)G%mCe4c6 zzn(l8Pe@4^SNJF5*~%59hp!i{Q?dLQ)a-&%R!~^6sO}+z(9o+?O0f{X{i}%Di7BEs z6mY6;`bJJw0EnCt)G};NhzmJV5~-s$11`EP=L?wOmjG45bHwLDwn(=9*-Ul4ZNO72 zP|jyJPe55GC6PKPGgk*yO-#=o8QGIwKv;@wp=@E9m1$NfFhX{7^;wT6^3CtMI^`_bDH(ZqXk+I-|)c8d+=56=joNd*^BP{_&&f+LaE#E?z z{sWndm(`fGV+W|U;_ZnS);J7*j_Fs*2GXQ$is$4)@cf;y0@W9u?OZT2)O>cF3T z;G?K^ejTy=AX{KtERThQZz{pG>9*?X7W}Ctg70HrxVN5IMt=&xM)lV5ln~ zVYv9SG~o89I^XQ=ROh5e@4VySy{~xWlUF_R$@f3@z7IZjO=JJN-+kbdpFD8w4XUKd z_D#;}ov_Rt>1#&6*__K9aesFLZ6$W6xy)hgwuqTMO_S*1TxKdLaGeKt0_4@sO3dHm z57D_7v&BqyZlco0v`nSo>QeSTH^h@qV7E${JoM81b}t9lp++Ls27Qbm9QNsy;@8Fu$W{lA^nDW*1 zK(+!YYEe*HzJ=(N*y7ouGdEKka@9Ek#h(j*uOW8?qyn1-0#aT|B6W~vUR;LjPt_3^ zwSTCO2}SWqdI6z%BU>n2XrKy}&y_j6MEj@LvD+uOyjDsgbzG+PXZJwr;)s{qRW89< zpC~BgDI)R-wm7zkOwUw-A2-Agag&d+8z*plSV|&wIOc7u*R+@9YmT}<9tuf$;4raF z(w1)_JU?ZNXA95#3?u<4{@i@c1^(c^0G~es(?e_~2uweal8D13n9!LyA;uO05{8SE z;_JgVVfuB{XPdvGF--nUTG8}GxL{SMf732=BD+xn{-IJ5akUGOGvMR&R6xRT(P2SA zx^#5pCa?DJRX10iav?i@Y}5o|&(ILgW-HXTSC|BmeXZ&$MyM$~gWW7Kh0~=ZQU@WN z+SnoI@p85hw(4)6^Y}b=yF~w&NlC=@FYqJdinvcCAYr(eAYCd^T)@>|-|Fo~pzBv; zSUZv}7QI5%*_5r;oXsBOIgUFU)a^7iRZDE!_<%|*iF5&@KWlCWzKM-qvf(M=J8cKv z$Zm@m+Z!~A9!}-w1owhP)Ev=fqs2RZG|U#-Qo)V6&HKP|z6rPmFag@hevHim(ffy` zB#e9AiO_X>em^5>@ldZb3QodvKMrP#WDCs9%$W8s0!XvP#$78PeA#BltlWV zgpXsKpUubj(Pz--2+F_MBH4oyE^V+=^WttFP_(C$TqDf8LxOdH6k(O3xSOaYf}z@<)EE+mw5bJ%fD7U;>)7oQ{jZjii0fYv`Z?_E}e>i!GCXHN<5t&#k*-{bkP^axN}AgX7M&eA$CKXKG_=V-Xg&qg_^`!@G##pV*?>Vt7oZ zs(5wlWp{AgEjM|Ef*YDw0^IM}tPtRSBP9_BPB7M*;TpSK0SUv!RZ>Cxf%Ut+9a!i3 zDFp-BqRO^%p5;~4qEB=PJ#=<(ck+_YbtgbqQg#|bPh_`6tSX~P^l%70wBM`Mqc?sx z{NK=PFJKFm?6pLJjl(ik-8S*g_3S2z9@j`o7{53Vq3HI2dE#1CJ`&Qs;Fg1;zJn32 zKCkGy;ZP5!#jd~YM+jMgExavcCt>kRNDXUVi34YBH211T4seg-D4ihX**p7{5rNmY;o@M&r(4m z4nSJ0?Q&5dcbPdN7m|m<{aQ9_1n$>JNu&<8 zO+O^t)gah+9Vjm4LCtbCLS3eAPUz27^5t3;>uneJzzr9%ESu3;%~FACZ#q;r_k|ZtfBxsY6KgB2bi#iQyDftMOiiMPvGyW= zhfd$==?wWL?JKYY1M}+01g6pcRU8q{WUCa0ba_Vc+tb?p% zb3(vaCM98*}Qqi zTnnxVv-T8}}`F**>*%@qqgE@TE(OrP|V^ z`$iwsn-y3X&Yqmam_S6Xzwv3*m|NH?oIqLJM%LGkSC4y8YZKUyr z`8g~WCqS~b&n20md^K0d=EuAW%sKK^w~2uZ{{Xe990HX~OXnId66$8ul*$>Gl1SA$ zW?MydQ7J> zzmJ$hV2k%jm6cqs>QkB=+W%aAd#UPXRqWX`fe0IoRxhEABDpkdbUj?xrL+%sL7?_s zrG3|E-&NXomE!Rab(^W`Y}L(PMi$b$-YwOqvEPqMNu+4Mi0EP!a;nN$Z~b z?NoJvN|k^`$4dT6T^_FL48V2q6)4mZ84N~GZO%R~U?Y{>1t>u~%|6$&+aiXwMw95_ z?DK?;>XtfHKt}b$YNI=%URVc!Jo@*bKH5)Ur+-(}<@uI=_xEUdI;L7RFI^m>9rx7U~t{pnlVpFmH%L z$@mU2{T^EdwwNx>7#L9o7i54iw<&|$l!1WzZ8lp3+;2!pqz>+hsxXW4O|=5PCtHB^ zAlRZ0JF3=K6j|Gk5Y~UNg|~$jw(604y@ji}S6lR9r$z1wrhjGgL@<3^N+NYkkAd9( z9ITWSLHL9)D2ipLml4B-U+m88h6J9Cr>ipnhTBkoi;hay!sfGiA=u54l1Lr9qc;Y{ z@H#`+;ax=TJhrH|-gk^C+y}f`0Cx_X6$0E@QWB{Hw_rPLG3@CKTATL}upC=NTfmNj z`t8W01z0=SY!I-XFC`HNORy+l))jCPDj;FFI8WNu`|AonJOuV4T9x~3dHI8Q3w$;l zxO1ynH5Jy&wRxBiM`N?mbDK*Fx3EDrzM4(*=-S9u4%aCGk^y)64iKL^g3(+y52Od0B_$EZh-1?}7baZ50Y*T=aPdZ|vH9V`j}GZ+ zxN!Q~dbL(k8F6r06AMtEUn$kgaAiqumscFBIv49sXKlF*C*IWlFsYS4`mAO=v7L=# za<`(C&?%nS%5IAo-6l<X1@FV*3ZnjvKDr_7Mcfjb@iT@VaZ4y=P zl9Dig`x zhx@-rnhU~*w@USwoO6QAaXK^Bo5@+F@M03XqmfWhoHq`>0%A|#kgD%~?K`Nq2 z1Gzy;B1J3n(?GP5EnfwlBqYsvkY)$BEd>1~lxBj{GDVg96Z8GW)}Nu#eTA(6TU-|- zuFK(6uo3`+wm<;4tOZc@Z4zp8e38u*={`OuC6PL?$7zICta8@W^MxUeD-M|k-iSjt zY(79Rf6Ery7R=)i%oXmSVp?OF)8jm#>yP2oKObeYLtxx5C6PLe=x8ffK{yk4PRP+x zXZ-W94h^wQ6ioZi5YlO1?oKpL0-%QPpDSVR6n9QY(NahJ0|ChJK84K`0rm(fi8!#F zA<5^$gy$Hq2}l?&HcBnj56>U!ZFoL?Tcxgx5+o-FUDk}eFJJ?d+?Oc%Iz`^=*=-Sf zTBAwyF!G+V-P>Ky!xA`I4sApqp&##Li)g9N#*wfNAL4{K>kzwTqTH;MgmIG>AU@rT z#W6~n+B_Q$$rN5R)2$JIh)7(=7RDBdY38gqazn7VmfbeN;%X_0)UlYpv8Xd$U^28h zAs2@}Mm+9f3uKGO4A@fC9KnR5Wv&gob%MzIq$JWuBRWRFN0ho3fx ze4E`mLF5}!5~(9HV5^aWp(kc#fF-gDsLRCNnenfG0Szjy#c$>#ywQ z2`GstJq%7n5uS;LmhR}kq7i61l%1RnTzv8zvf#d1 z%-^vCP7>ut`ijNAdM#h5_9RC8%b|nO$1C?yC zIt+zn^wpZmeO1W;zmitPxg@Vk;3co)?QE{&{ez8XvhgZ)bXv#zE4wYyk3OzR2-fk$ z`HgenKuXOytq&$-o?c0-!h9&!PqcUkyN9`7?M}>3G~Ae@4w}^5)1Wg5v*s(!q%_T9 zb3pVyU6T;#U788G2v&<~P@O{AwMvNFlHWN}gSyCiS1dAUG}^z4Ae_lofu)&4X&+cc z@;TKTUq$2;x58*Jv69UR0b`kzgz5eI5YKL}w;r*nlpS)`Woy|eM4{gikLR*Qu*Cx| z1p^*jxb!nimH%vZvqbq9OG%`z{JGHO>q<(x7OJ<`ftz1<#=ELkFCi>1WeaBu%e+ib zAxYOd_4YzOhvts-Rxe`nKrkAYl1Lq+On<#xF2R7ZA*fZW25ndmhbs(VKu;)KX7vT4 z_fEFhw&)$7sUqJdhZgw8)ulFN%-+ssh(P&PDT&mfJR=dxzz2hI3!#PBVJNSUmB%6n zDG>zxD{ST10)A#P;DHb82}w|!ScM-=>4-ajkQag zL0X;~5yz;{(lP3?zGfE!%VU1h&{}n7IzOC;c>-i(!n6U>!m^H;MQniD*>yN!4T}J( zmU1a}<8N0fqtX6@ji#;9J`3aFWz8N5me>5rvCh5JYJhw}P=i}iYj3-Q$&@>cYEbD) zz8Z)j|CP-*G33V)fA--lX%IbA4=Ii+|K+Iz%WzCL8kZ%#fGExXT3WM~Ss75VTKa@S zUQMouw&$?hC)%DVC1D(Pnv{g;HW2fF%Wh+_?lzY9IUAr}SPk=j)LhH&9kPS4>aNGH zsL|MehNg4@TZy&~zZe~UIn-7N1kh73->;Pbt#-iHvza3HwMLU@IVWz}%}c#`b_^!S zS%~jICclC(4W#*8AYMRI|#?)Y|(7tn3kyo{s;Ghxhp9$e_*#wkom2YMC!;a*nj7% zAART5!QJQ1{x>w7t!1yc_L3+%ZQetK=6t<7@ipmx8q+dxct&p)mVmL`9*WRRcH0D@ zX;KoYBQ)jF_rB_}+g^X*wKqO`{U@TJL?0mzXR!sb^%T`{EvL#qgWVue{t79H^p(H= zEuTL4>TCAD>yWfm$3!mC_iCfcnP~fqWl+1Nu;j)qc)cY^965dHTC|Ld+lc<&uiwFf_j`JmiT-9k|s?=+Jq#+?G0q>P$nLJ9i|;ov%2PZZ^#3f#^Ob)xC6W{V0{Q z`kR&*#UCOrcd~`C#RXPe%FWXI%3+C1e1P3H!Qyr)i8vO5G0O~l=$HZ$hKn8T zEkfLT&hdNCY|-(Gd-8BaoH~0S?L1q&g9h>owuWsDWNy%RW{Yl^H)1D0WwSu+`u^6;;_clOfkX>0m5N7O@KIBN+J$~pc6CwAbOdAgyEt? zKPZi44%=3O$~@!IelPeD4WOT`LR&XHJX6Nj3G&<6Z4%@+OG%`z^CK_OcUi!)+TK!S zS5)<}XNbUFwkWm;OwHiU6ag;;h#I?T0>o}9iPV9Z8V=**xs36L2*q32!q`GFEfTH+ zHw23}vD+qC+$bfHIu=K6_sWIrxHDKEhEr-Wr-(j7BtF9y#TJRFaJ*je0%vkGF9eAD z*i924J|!iQJ`kHqaBWg>EHnm0^ce#2Yqlu%Koo$N<{<*=5x-0$`V4_M{2S>-Y7j4LUR=!!@rXm%O%ouVA|;VJ5QlH~s!&!UHeYG}ipoEk z&AzP{OoZ+T+b3#Y%x;vZ{RAnA)YZN~T@_V;TKwt^0_3C@A=}MF>rwAAKcfXK z`et|HcQR%)j=)27a1NKwp%$=PB?d58ljz~-add3YTgQj0(h*$t8!utd;aybyxojoa zI^Qvw*bcak6AiD#Ay=_kA$XiAC1D(LB|_S2v=I;cfhX9`X|rrmY=N2D^obU8+83~! zCO|w_N+J$~pj$INBf6)6gy8~vMga-K1%{Xc5{8SHKABMh&Y%6fx3h-xnm78W@(ydV zwcLoaecRgLCM)$L-d?r3I$q3;z!r3=UWKFeUJkm4QtZm|(Oa8yi}$dtD%mHLIy%iQ z-pOu@IKkUBi5`v)!Hrdscq{l3`};4k#j;dkn`^8-&u){b@-tEr#)s}hG`iifKV6%* zdvO_Zj+9};S#iuqbD$jZp7?@($F~us$JpZ9qU6A3W8jW%-RIY&M!8TJS@G-Z-sGtr zU^7GD`?Zur>hNLj=<#7Tiv-s@r6i31egI9Q+u`%NhyiTb;@_nn{&jV|R@zyCdZ`Nj@Pn=8 zT3+3d97~$%4oNhRhuDgio0x4Sb@QL5@R zKuu-0MND(DCegzI>hS*h*jP5cQQQ0#dx_K7f+hD7M2U@wP+t_=Cyws28ztIYDkWiD z>?8!F+rz@dtuXc8llS&UhkElfDt>@1fUV+>$dm#Oh~_V1w@Ng>MM@%d&Cl5Y7ugO$ zO>DSJNF5B)rzK*EM=jn#Os-&yW{b((%&_9k+;HymMgXd_Ss(yaq$E-YXd&EW4ks7# zH5Ch$)nXphtc8rRTBQ`bxU=n>2-YoZF>S$G1b4C^pDLvB`Ghl>$R~m9W;P=PvYVtN zQip8T1=-5b-Yk?49`c~p)DV=Limg>8zJU;ZmMxYoM6)v^K3{H#F9OZ|Yz7E4_ee=t zLnDs4=B&-ut8m9wzgHMGQB!o-Y4Hx?^9WluTYTnba+)_-nJ)~x*&w2$GsIu9Ss)1g zLX&72SamTwXfe4LYx<5ITRg}e9UAb8)lwyXAJ&xc!w4|JJy;XJ!wq76`IGO#I#iRx zn~@jbtP>dX9EhlaJ;yKcAK|3Y<~=kMB+8l2*qX_SnWEMnvWIg;#jorC5b#SJ`>9g3 znQN~8CAB=`*iT4Fn5iNfFGsh&E({kK#|lUoE^uxlAYr(eh+f#eXxhKKZaQwatC=9q z7^B8ZAEV7~MMsF=V>ctX$1YbID?>4_xWgW)%PRKyPa{nQ9($?O^pZUm8Re+n*13+! z;Id40sGP-XQ*D%zNYRk6H#{M3M=&TAFCWZjtI#VB>dOPX>W&EF z4a;xP;$FrU-4@6b2#|_*SMlx|-s#x-5;jM^NfGd@lTz#9y^rNo*NhiG$ipAG!DX$KG=H{`;=l|K95k zzWJ4pUi1Egue|%wyY6`O_N%by=pXNU^Zt8o*njPR?!Wd!_?LtCzy9F8w?Hk%10TKp zz${4QI=$;P47)M*v*TkN)oK|H8Q zvqF#z{?^n1IP!~c`+@JM)$u*~@`cgkT4%ghYiEdo=% z-OJ(st*+&m$!?yYGEI}{p%YA2x?W$*!F3$59lOXA)bAN=0d4g=Me7%qU^E}Z-dC_2 zCYn7>O2XK?i{NzK-nFLJd95%Ao*)L#Vavh8V94i#U~nnBVS>Q`DzMdQr|x(0Q~ULj zxf7@`l7kz6i28jYTTEO1PRmp^H?XeP!pyH=w@p-Bmy$4MUO|*vnYnbhondxA6X8gB zj)>gK7ReTonVIJLU29NoVK+}exmijg4vH|=MLnYT2}l?&um=>7Fbgs`!U;$iF4BrS z%n7(iKVg1GJ^qx9rma1;I~ey6yH#R_KhPw47+lPQt3#m{sfw|iC#_VGqsWY<(ef=+ z_Y-WvZPh(L1DAgyf9BRjH5s52-hZ;0Alm=Cl!P(-zaW6!?wRo-MTL^OKri9ayrdTp z9Orv!Mcn>Pi)tpMLhly0vK`HCpWt$oltk*dOy5>0VZLinawXC)(Z`6%I<`Qz4l^TD z_Bn#o$reRmRv*pC}RdH>@5W(3>O^+DrqD&X+7SD3a9d-J!$v>+Cq)3 zN?Ti)obm5JRb2QGngxp8>~@J26s07r^)FtanAaT5RQ79t1{`OP_-D(v5Sll!<+Fum zzBx+_`~~;aLQhI@x{=KU!RZZ}M9Zk6q&TN2Mf;dwfVr!gP`d{=Z`i0p4}${hFo?gY$AQvN+NYk zqZ9gsyV#RnK&)QP7RnYYyBYth*zFTsULhrsIxY*tv90O>`vuGZWtj}Rfp6tC!1D&uwi`^E%`V38?hx3yu8`W7U zb()u~zD6HmXZT#Uh?eSX9GS_7Iq@}P2Hj_~TPDiASW3b;(ssnB)tp3Z@kjOhl|brc zy=fJ`m@E<}wR;gEdMR5mf2_R^bJVJ-<^FJkjS02@bb_b$I?A=DHsRrK7j z;uW&0BugPbSb;6y__ABuHxY=pvlUt#=EtoAlb23AQGu@vhuZHbsb3o8}SV|&} zj$p24rhC|(3P>0(I*fl(C!W6D!_@U;`=F1}Hs=4ZJAph2?qHR)f*iH6i#hDpiCxT; zlCVZZ9FfdjTgX(vaQh!Tr9f2taIEwAD)p&pB-AY+ZLA^sLAo)M)_jpui|{ zN4nOt*gO!B&d?-!5|jHUDG&E=&y7rK8qHr(yU$0q;^!u3?%1(SDFaf~hG3bSo^+lX zeH>{cI63J_wU&Hx(r5Ks>Sl(+oP_1s;K#6JoPNsIZWaZ1|7v@IY&ld>t8A?2NY!AD zj#sN$5Bb;6i-6cSKbVt`_n`u>v2qA0dLDWD9SL;7N%Hy1+d|z?yp(xhI%@ zoXr!#^dnLdaZEWKkk5sQwQ$f7kT6`N6l*Qt;ALxdm?*(zYL%>B_rc@(S=AGOX_a=4 z!``Bo%Ma&sNu9NX09xFmY-nsPZbfDorE-l_c#=M=dXbn^t@``@Z2pM#JuD@WI_`5W zg&Iy!U!>%mUxM1fr7`CM_;+OZZ?t#^(VOz4w4&{~nZ1fPw^nj@mfT_B%~k)V6Xhe= zED(SWlah!7B=GG}_n;?)0uqLc71BASzovhnS8Mt~d64i*vogbo>5U#eCs?vyuMvtD z@ELW~3lBmF`TTuYC&Hov$R;V+$#E=l#z8H)|5B>&w3)C*%DRa?&qGD_ZuxZbnrs!u zjEk!)@KjViiVqEG%C3yrFvhPS;j1Auugx2(llQl1Lrd1scnB zTSQyzj>>4XhBS`>T2T31@kqe>37ZW9){mqlQU@zsekkH-;RguEQy%J0=t~CvM*F%% z|4*ts69oLPltf(roUq5Y0u%3IC?X(XxHv~Dh#&7B>{Yyr(dp6J&HA7|Eo{^}TcEyr ztuXEkK(YM_q#Q?j_R+JNvG1xb8JZHdQ-paYyDj3}D>aFpERCa9BXMNJX(Lb2YcFF9 znB0jHWp;`%FJU)KG}|vFVH{=~g468?bBZ3&oHejPwktNQMIRvuFJ=p33&N2ZJ#4vy z$ce8)6X##aZkeF4S4tvv6sG&dxSb7!(q3n4Ji@1s5si1S1+qnBhAOb9%7eSZz>!-5 zjtC-eW4BHad5e@p>WCZ#h^ToNq_I^`)gd5Eh5JXc<@ly)yB86qFR_KRMQNczDd5u8 zK_E<&tH>q6>+@_r2wtC&l1Lq|No(uX8mxj6-w8iJJRV~UVT%WZf0~PAe>uQzm+1f3 zQWB}_f2yjQ1ZiwlxK%uU9d9H45OFy2$K46T>3}{BRwg3c5MP+YZku3nxRgZdSWJZL z9w1CzwR%cR|@KM8%bx0BF0kx6LsV;SNBI9HMbU!gCzL{>B!`7LS>kBJcz=8_4I{>*NkfbvHviPS-%Q~pRiK_4R|3x3j_n3{C@kVD;hMPM$wb%Mw&DT&k(X*bc2 zVAJkJMCn|%khYG)TM<~r=7ZpMrj$hLc!eka5q!cA5RWWd2wObbuL!(=-7eApbEPCw z*MEG{AHg905OKJgEsQM=omT{2&TgAv@lq*?)UhyA{|E}^XVm}u*aFzfs6xhCQ<;RlGw<7^>p5oy1U^9OdjME}2)l8EbH zun1$;ad6@o||~b{%JaJa=}WRLPBO_i~Z`VD#eVQqIz!b|mCv8&@Xi5@QHKy8a^En9%2^GRhdLXXg8H?l=cc3GlMUG^f>9O*PSuv;d|T`MJF z+~t{wPpj1&@gY-l)q14QG(V&I$Ji3ss{e>KH?WVgTP3RBiF)f@2KEfNt{c`s2J5PH z1=JL&mm@tyBjGu!_PfvdR#p5V$U#S<~}>)6c`U0*9DVa)t$gsYXAOHa3- ztWVpl9~<O9b*GY&F;dc}hl~%<%#_2D1?PmE7>Z zb4CsV@m*}j2*e+hl1Lrm`60j47fx);R$zGXqKSTu)~_LWKV%DN3*LgT7wQw(kb#aI z5~RMz=7J#gZ7GS=ky?3C-K&f{d$Pqm4F68C*cWz0JPDaEmg|^{Um6~U9xImSCL@6e z{|{R+wg{h|*{vjVeaYNnG2)td8d6K9v%Uk#2>SnEb4bwttCU3Q=%2dXgTv)juc%MQ zjOB~@L985sz(30y_l7Ra?%Ww%6CWKt*2>s-1DU*QiprfwmM!olLvP$K%wW-P7jt?4h}>= z>%sx2snn<~beA+5${MyJZ99ie8R*fJ&Aa)U3z~p|8#Unuif};@Zb%V$Mmjh{y=$~) ztcx1ad2Ggs5uGC?5jP^ix`0_)z<^yq!f?@Ht|Sd2r*2lo&7kiBoO1D$()dF(rwUu8 zw&pY~GX~tK3dueabhN`cz1o?UCp~L_M&)qo4k`g;wx;H2u@#=k}%%+IfS~~lm7qM zR8l~W!GUL(Ze(-NXIGtk6~d6c*>Qk2TdjE&*yG6-p;I3#)x7AdQKX+NF*Jccu$5(N z0_VY{A|S1c(z++DTG%IoN}VWe^i>*B{Fcotv5iNiBvQAHXRaTH+B$id zh3HOI*D1h|Q~8cl&f^B4s`fNiFVynx-cn^3SWCV*3}sQE?~Pi=lP8DvG4to$nWvCG zy0JRr1roctavdu(U~H)*c72I;rxBLeH4>BFV;Y-VVj)wcBvQAKQIS4;g_G z(7s>=n=gX&X;Km?BJJ13S-89p=B2Qm*9Qu@yjUN*yf&hWk5-*?qa|`0ZQn!)pQGiB z*Uo92wqpkn9)vEWH0+c|#-Tb&GsrmAF^{mHsqWaZFH&je6!S*sk0YiS6qFp4>OZ*< zk1wV!C^^&V;0;MHgtf(q?QISIBCN8YY}^Iq!N{i}ReuK*+|sZcDAEs?%mW_-x1(EJ zD%Ghe4lp1kk)m7RLGSr1`k*9by$CgDE0L~Fo7asKCOl<=`rnK9EgpS9l@)FMK0^I^ zwxqUD&&>pUcId{gXR|=MvFoHHQpYQt<`UV<4L?9AKF$`x7K--yFCSsIOZ0!2ltk+K zpSC);t617w@P>AJV-Q$Idf^6nib(vJEsiY`(=*u^KfW$aI@k}{jT1P&CnXVwgEIv9 zT$mLiTq_WeFkIXwovQdNM8ECr3eox}vqI!7hP~06vpgEJj_z(Q70vubccvjqDV>&z zrm@>1MmR;25G)mmvu2Kj+Q1cWcRdeBr{gQZv1jP#%h*yT`#I5QW2&n38{&m{c^|uJ zqTrKzuHe%KN@Z7F4&iLh=PIQv1m~dXoUWR?x|l6M{9JW5!%k9Z$XPtFd3Ds38~o1^ zrtNH9*}`-xgrg`C?Bc{Eg56-02$p1&L~d;?OXpx)*}M@PH?_yH>ldpp9HtUghDdZmv2i zb+l4fL6*)Q)ph>-f{o6Amm4YS657t*X_QZ{KD!M(phy2opbnR}A1eo4h?sUnv%L% zUsAa21J`_DEhQvrbGN7|C>a+YXERE`{zH4PTaGhgtQQTe-3-Y%rQ9jbgNptM?L>9Wr!0M@6_*RviTrTOw%L;lPYO?4IFIrD!F_$ zwzXz{MirmI7R}Zj)Okmr17h1N*sT(Uo+c$>hAbB`>GnqX{6O=#18T;vr~|Zq4Uu^c zTR>Z67BrE;9ZNmh=rM_!{-ta#2vP%55^&;bP`3>QUY>;{RozD|=6bkt(S&)Et|Xe!u&%8j-B zSpLd{Gkh)HK{bDZEw!zh=VnSiZ&1%M#2e|*KgMQ(DE`Ck72h&gNqK;Lh%K3|a+M7) zr#Acpc7sHf-<6UueciXDBurn2fIg|d?oQ1`OX$TeHxo-fxAwQB7tq-z{xYqYbe3QK zxxJ?y%5I;S$5S;lTB#fsyQWD0~5YT^1Pg}Sa zQY4FT5hqOfA+Oq>-)~SU*Rd_#wr`^EUB*_Gt%WSg7}8PT^lhP|7Hdi+=ndHGxk4J)d)&>&*w(aHWJ1SCV4n+Q!LeVpkgG5JkE!fG92vl&$LKTlIp(73!U85UDVk+1_yq~Q&OOP6;!(k{T9CX*daO#SBC7e!Y zP{Kh~246T>NXFG}8f(3m%^`vIT~ZRpecyrB(Q1E18s(eI91Z=diW4A} zAP2q%heA{;lD=*$3Ow&qMEjd;McAUfG^5S{4XOSDQyQu`*YU+rc@9l6e0l|a31PSC^S2EuTPp9 z;=YQlE?ZYUH*nS6i1ru?tEvyw+@`Q$t7zW|pULKw*v3jJiPUXl*%^J#MSifM@z=Eh z;ct~vedh=icJZK2pr>=3Rd?rAV%rdc?-BnOuvKD<|EW+252GiIu@(sarUioP739VaK3KAI=}wha{R^xvDl$FIQtZ?EKFW z@0YU`VvF}F>h3^a8jP(_8hw-kq`_VQE6*leO8ZhaV+8CMNlBy*_PjOqJXBrC7o*U| z)~s5-h0wi+EuJlO^D~1!e^Ia!V0tH;2?EpGr6f{^Y1)Q*1qRL%THzn3s*M;Bn%fXmqzOT3fAvMD_GK*^$B>G zNritweYfq~*1Bu5Rai>76bcO$N>F?xVu7QtZLVEC?bqE2*Oknj)~+V7+afmhe^1`V z{zpo}NB0jRbj7(^=Y-cMH$2R8oRJ{f8gDcAY=#OSmj=rUddLJ8! z=3|vo2f9>JVB#h`3gR_bK-L zo7pO|grl(}JZHwpS)GGcQn*7Pg^ru`?{rAGkj)hV?tCc;(;2Tr?7O`lc>=6QGX1Av z`3+*an=QI6rkM;}vJREEe8+c(#*0}v1s<$1qvQKfn5D-en;(MaE-8uB(L55C9@mzN zxq@DIj5=iO8KQF|TNGP#+V7;lf!!`a;RY#*I0}Lo$%I+hB@0LxE>4gN;t#}s?Cn5& zw(UUNug;O@f>oG=ark}Barm2T6(pOXQbnh6_yKlX#Pq(ZN%U|WJ{iX0&81p?kJh3p zb{CC+TE;pJ)|c2P{GP2KOE6#*hJvuZ5UN((@D(mx{#PE+HQ77#+rMFRMPNH9C1HH^ z5k$V*qi`RL!cZ1d#aS141z7ZPHo$RVbru>5>%yKO6volZl`7zZ)vIX7&ixosp7BU` zCOpLD8m9!Y)`%7bc9wimbdVJ+RH~>;iQ=PV2I#45#t6`pr6f`ZdV#+;s6$P4Tavd& z6;p<|I*MtV_Yl6**&^CH={&v7fHAVV1_>C{{z;Kq&gOw2b*hv^ib(nOOP9iKU_Web z=ZD9gkz7WAK8~;vR4C0#HJn_b z6j|lOJGORrMy86|c0t?f0Y~ed8<8K>>d=5I{Y~WvT z1GbI{Xn*@{HctfEZ%9d`j_i@ofK6oxf$DVr+K4?vg#N)6#TKE-85N89j1d3&E4y8S z!sAjBsiUyyEHytGtnbw2qx{)!vP-pp6){@4KdrgXQ84%M+3f5%^Vw_=$mU2%qz>7- zWv8h=aSVp>d=;v*=|EX+#ud~ocLS`v!!ckTyr>E8`s_}a^s0Xc9cF^Rb%!LHz`xnrG)UKzbwpsi*hs`aql(VEH;+DdR{e3RXaw)Ey2}l?& zz9e16@s~^gbjXAWEtl?E=KPEIEtj=kE)B2RITu6aCFlHlKDH7t`ibTu=@o1QlTB7B zpwl90o!u5OxQZsxQq$c(UU7E+_}E~npsoNZj614$r{|Q4>aQ?Q%BikJr-c?h5AGm= z*lf^iPUwfCVcCpi-l2Zq6N>2C-bTe8`HIE+j%uqz5 zw|#6z3DU2Zk}ytvJsL~b*H!y><;zZ3U%p)^lPH#osJ-l90SzQ-1%1qq5%_!A%CH6g z)Jzqmal_L1=z}zHtx8B5Nc@F<#0SbOt$vct8^QYHQWB|Sy>dHT#gtR^v&Plkx9IRC zXDqwRbKsiXu-ecF6zoyNWh4;y|6(h~7WdQP94t!aD#e}0|WX7N=`affH zNYMYWltk+2pL%HpO4%dys=$3|P**Y>(%UD&O5%`Htq;O1wjKwb{WW6#v;*ClN01R2 zF2LTaBXIv;x8N28d?seZKte#m7+py!h#xaP-rJaQ zNjPRaAFij3M2dPQrOSz~-Wut@M!(dI70+RVpWGWM!8^r@XR+HNhIWP~(Zg7Ao_|2^ zGBs4JFYd`#N=16TP|LT_{h!Mg+)~Mn`N2^i-Qjy7{)n4Do6Q8#{>4%f#=*8DfZdMY z!lgeV#Sg*{5R8|yg|G#qeJ0b3*zFSik4s6!^)KinO*e}^C?H|DSRoa}?`Hqp+irG6 zq?=WVD7XTZltBzLNoURa?E}#c_j}C__mgbVlg&@5pi_tYadun8IM+Q3F%M2&u*D0_d8M&#*@B@__XRz#j8>CA(6}v zCRDDxvgo9Jsn)L{Jpap<&=#J#!68Rr4^}QJ{&Fdu&HOi;1%lJxP|5sDFr-IRj#$>W z%z?i0Wqr%d zv4!(DUA*22^3Nh+MVt2!m}jy@v^V_bfrOofx~ESiB<9DR%VvQ9wMt4Nb)b%0*0(}= zh_ka$8idR^-9h0&SO0RD=n1Zd%?AkG5L;+l=$@{lb>tZPtQg0{*|Kb22!=0^l1LrH zGnVzOB!i639l%Y%(8;avyf)e;N{JxW*Rqvki}i}+@d-Ejtdp6qX7fkzf4P)I>i91L z{M9&@tK`eIQ{h}5?8B(_c5MPtl-s|GSbmT#s4bR|>8g1Qt)e53#9!aX=7He#9w~{` z@j6Q3wY-_@>Zey;K9tYJ63yGah**7_Eu<}0bDG(qK7X#}k0A98HU|W$uS-d!j?_sC zsTD!r8uBVCB4N+cw53TUdXE82*(lzAc7M(07LOIs?YtY&lP((#P4%5IFxJ zB@u^Hury*;S8%Q&AYr&jYfgA196o88;ud{|7IOTfY0XaBr??%6~!xav1cs*NZwf31wDBCWNhCLUi(M;cU^Fm8sNWKOgq>L!1$OhS}{C zd~#9}aeM?_o9P|VEd?YD7ism54xHFBsi!KA^(QUK>8G7vN7K2Pt#@0~IVO~Xstjm% zv*c=v;PxgqE5wT4s7bW!R=d8QbM%TnSjhATEsTRSMoDX#9o|Ja?qTb|77n;&5wo^2 z=+WuHtupC9!RCS>@i8e0<4GTuk}&>^_K>DOOMCs};Z&cWl??0O+r4VNQ1c7$njGZl z_-ywH+R<;=y0f*TOFmnO^aZ28YHrx?VxyI8XiC^l8}=jYwuo_gnncS8tNYpX zQ{j|x#oJxaS0N9vx+^Q*Fpl#w1gYCI z)o6l5qyvpULKyC33t|gHr`(ATuv;c5+%6@NIttU*7a?Ojh%;cBHR=-dF{1HZwm`OM z%*c2?M>?=bTtEF5yLE!dgHjTyBQjm?*7`_;BM(+DC-+sOBIw@*jyUS7rdfZ+p}C9KQ<%1el~Q; zey=3&6zOeaw?!;%vnJ8QNG}>gL|i!f2%WgX7SU3j9aA$)?3Rgg3sMrsf%1q?w}ZR| zp;HK$Bj_yNoXu_RkL~8Rc@Ocqi7lcnKJy{qXr7e7dk5eUTCS8()&7laCJ0oolafds zsu{SGhh>-&>J%hAM`-S0i)0JUOsK2~yNmucAT4SkeS+OQ0p(*-5~+hSE5EhhfvLZv zE?b5~ELA))G9ok*-#}n~!4}IFnAw?psS3FbWjD;1uUB(2_or+I2s95#Nu&-vRfv~y+TUD zI8Gh$X%(4^4^1V+bCF>z;W_rEx3Oii1;i@eyOrHMLFE=yY446m%?$4D(Wl%ud$rgO zP9y0B)bzF$hhIKe%LSSu%xZnn?W zP+;mrEw2jZBbZfJt0|k$ zbz6_0&E|(#(+nwz)N#xx95>|$b)^w^ld7(xFI{woE2S}~9|~vWV$%t$FA&MI*<#!F z1;=Y70X^)n3#y6^UdE{ScB{xY>Aau8W{5y}x|BrfP=@E(k;oNr15^?`tvH02QoNe7pp^O z)adjw0+soFcjgMDqiR682jmtjapIDI?mBDObrSb+*t`(zj+T;0AG@uUJe1{!VjcZ@ zka0FDC{;1Nggv-pI=qb7ozE85*2$ipfuvx~t&2mVtD!X9671Hoc_G-XmXb&vyW=*8 zhI||RY(78?cd>=G#W0f@3wfI@jw5V-2#%hVMCv$(=W)>q2Bb^{x4|MVH?W1U#ijiO zufcAY=>OGH5~=Hd+J<@sP9Ig^Kv{MOLhfj!N1h@QA7zVUi^TNIF!BQ@#gHG;t$m2y zIDz91DTz27g2|eh?_q>5AYr)ps5CC}=X?L??R@X#@O&@Qfv+CglP%`pU~+#j$%`1` z=z``n?sshLl5J0k-f0^57`rWEY6mol9!}#Tk$K5x`<#D$P$&zY;C9C-+J@P4Rh6tETq$E-YbJljxul?GhZ)zmIfl&3c z#j=HJHe9XX^9A{={=yi|PTIz1fIzcZN+NY=7_sACwh*>Jw2vKY>~@L%cS}jc^)HAt zOt6CEn1F=g;@8sA)DKqvySKs0u`Pp@t#DiBp1ij=(u0ql)C^HR#6~RH*p$GXLX_ajzr~iA^L`9oc+1+fR&?Gt@} zO{#BcUPC1C>l70Hi7lY5f;)tSzh^g0H2WJV3DZd(L~y#jQa=S&Gpe;pViEbsBee3_ zf9y_NPI?f?hs=dJ@l|N{OJ=ZJCMZmml1Lqeg{yNpud4eVRdGcX($*VYD!Pq!KyBYd zjGn<3)7DWIWwHUE`h2wF6F0gPp9Heg*^Cg#mP<*b4%uudk>OpTMhkV>Y8CECB#TtZ zuOLXzV+&>r(j3@_M9wrc0cQlA%h((cbS{ySh@&G2-%JFE!*GTO5_Np|U)pxG=s$l(Y?Fkyv9BK5>K5RyN$#j=HDb|#B_!KI!0 z41qQg0?i-U3=n93Cnb?OG{;{$0{xes8p4gN)m^7JSDbp9GoJSfa2IpXp+!40yH60j zxqnJ4(mx(X8?Ok%3-rT!QtMs;T^KU%2E7;^c4n~|B4AFJl8A#T2sTW-g8is~gyG^{ z-S+myqbEVT=-Kec zmeF(cpE`qbgKh+wI#dtnQM>nlLyr8HHcVki0jA#`&jrvNlhJdZ99S6foTqUKT}E~MVCNxn$n*g_TXs7aBVDmMbxUIkI=YY z!xqFAmm@P(-~wYfYh1+pWV8G0<#MS~gFNf4dL{>z24gOh{0f5e8@6P& z;J_W30cZXMO>;)v<{+B`0?#9wL=VU6LoY67E73@&;s1teo&0BRRA;N!!!mWZk(e?D}!`8r=zPQGNA5rC}vYEG4`Qe#CY@O)*6n2|L=S!p{QrG#U zW|nlUKM6lT-S@MFu+{x!lM|g#*moPdU84WZQWB}_e_=S6(z(DZsEcHvV$n!xCPx0FO2GQq^%%>8lD5s)xkbeO}4V}gmR z;nJbvP(HTmZhl6acrROzwl;A@MqPWPIUok`E_SQL0N$ZV^l-eN7n+qsQadBl^pAxytxi^qovrYr4X zdW_8kf$4yhL>wkT7iW4&bX5Tf!$pT)Qo7#8*tS^om$ah!_S+T<*zFQ4m@6fby8g+= zM5HezPtiG_$ri`fIW4v=&Sf`F;8-Ok5r;$IQN}58ZQGv2jZc~IlnLs8&ks@<3_HuE z(|5%V>|gv(Z}%@U=X*6>hOEDq)r%&&vhNnJsuoZ%%QzZbkFIU*V2rcDOEx|wa;F`P zJ?yrKtyMLN9!5!vd^O?p^PJMCXZUw;!@1(xb=9Gxj@!2LBtxC|r0 zsjo@1;(jBW69UE?q$G@|-GF#@J7}68G5(f|h^=2kwC-aIXp7c@7+RR^k-V7rDK-}b zsk@~lQb%frI_MBVE1Ff6@Eo!EC0it0Y-Z}?4-sz)h6v+6KW8^jK>3N3MCzb0!pKAZ z+MO_xj2|7YlX(ieU84X0*Dd|q2OZ5=!^AB(q6tVCD=13^@xzt>?QyuWcny^IU!rES za6r8VW$x8ogIm1XCHk(xEnDI@zm8ti3|G!&!=CK*O5{%A$|`nS#Kg|jBzhRGM6)U) zvybQ_>_nf(7SU3j9TP4tW4BC{dx?~U@tl6dr`zGjw{n_T%yHSyk;*zFTsJ})JaIxcepT=W%} zPO0dOl&Z0luPxp|bbiMc%@&=xO?2@3%~H|Tyb*vNW3xa2Iv^#HIzW@5=6Uj!n~^67 z#`M2+CnP5^5){j8d&TCF?1l*hlcXe4hah~DV`L-=KR^IhvW2kqhRKt5T9y(=ETj9`{3R*=>P4F$1MVl}EZ&<&iG%?p8JL z?(Q(}J{%@syo1dWLG=9yNAIqNJhb1d)yt92rs4mFdj1YuC|f-rmZ|Eti5|bnZj$Kn z0VxUN8DB*xT6u$%fA0uyyg*QniWJ3O#%^rdNk5Uq;L%(6U zfgZ6gmms=MMBD*O$dxJ;uUala0vb%93#FXifs7eLw}_&7EcknOCK4pNXsm0R2ik)c zJ<%%MYz@+iLZZ7ybkbMMWiw0+W|ovh>IO5o!Wc|ebp>^}A{K4{&pJ&{!VUs&_sK&y z61FREcRjx+TY!pIr{D{!zo}-&6peDdri%#;@D5T?ncqL5JsOqabI_QpGzKIkExqPDiiL2M9QgE0{yE)kFb#w0I!(9ASU zH#6OnUO;@w3;SlXL_twdP*G6BfN^0NmTWJ1*^`&$<>i^gXQq2*vhVxyJ5}f2uC80v z)AtSN!oS895jf%Xh`2Oo zsE0yyls}O{r#Q+rrlb6xtk7_j-*82E9fc7@sW=R~Y=#I`iYjp!H+w-?CU(W|gBnWq zz1!e&vR=arF6D{{9{-uK`EV94+(+g~1Hfk1(hID9)5%8ot$t!NYe|^{p2~vWN!DxN ze>+!%7k@?-DyxMuk;D+8O3}>CMLAPaf35G7)b)++=~OnAUD6&K9df6qCWPK`uQ-_@ zGy@h0gl4Csu*@9NQST~Gg_rj*iMF%dd(GF7d9=HrfT7x4)k?B1!|j$y5p^6XjhU8m zuLl?TUjy-q80Sg9#P;ABGC)4b$X^+5E7>6uzU@o!ywC}enDm?~W8A061v8l2#TB8d z>SIWLtw(2Lro`sQlQDPS`>k-kZC0%Lmq}l|BRv+H0%;|f3(<3Nq+cS%Um(NapW@fO-&yfpeQ2ZILh`=d652n!MRF0gh31w5E7-U^# zVpeCguMd&HpOKC9OW^rpvQ5s+$Wp?oqY+U`nF}@f`Z2j2246i~5rOk{iPN8nY&cRT zH_yp7Yb>@{I&Xe{fc%~QhuXxvMu(RVhn==mWTcToQEKP(Sf|uRy&Fa@kHKRDS47}E zPJ<(XMO-3yyd~PS5Dsd9+ty=E@%bt#3`dQK%Xwhm!Tk7w989^kq!x=B>h!EQ1v@R( z9Mjj^NIMU8q8PtNI-ev%;+Iab0!Hp{ zlP#%BZE3<8np$HP+H7fel8a}MzJn_waMH(2ZizK56zKz`c~<D0B@+EvG7Nr+zB1h8*x`g?8L&fku5de|v_l5hjvYq5{xrE@2F0J?iU^$I z3uZ+ZA*WMQ(dNGEaFuV7#vhSQ^-JT0aG}N`n!ati5pBVib33IToHj2 z7oM7049k^)H!;+i5lcg;*A|5-f{Kl)uU{aE6Ub)!t$mkEInz6TtMByA z+xnc|aT9)rg(aYY2qV~tb58s#;Xjo$G)GL(M3Bk=U{ zugOI>9O)Na5rI3>czb%ekN(z^>7xH09pbz{)n))@bj1K0K zb`H6C2I*&VMFdXzkkUe#si~A_f2HRglJz#SDSm73&~Pc`-zv)Dpr}@C-AGn#5OD)n zMBqeR3i&8^Y%DTTD)}gLk#gIQXDyw-pCE1X$cFo+?J|*_g3`*-vB*z}|85ggl@XbJ zbV_cpIfq;#gU$DIMFh^~*z#EeS;Yub2Gk!T!>h?)_+@yUHeVnsshfKg^RhlB3s#WJ zW^lcfD$VT|(sPAOR9Ui=xE43!MQK`}#wD#dDU0Olk^{$Af? z$lLo|ZHfD3-*dxtrIjVwmUJq&pe1xivN_iTYlXBJEwQeY4f!FNPrEA$II3ksUL)%= z-0yo*L>;psLm-+>i*2?UI9tQh@p|52`}?Lp*CvWJ0L>2-QEXXR9B@=%^!GQ8?_ang zRK@xuQdH|ag?>1wHayi|Aq{U1jD{iNh_N*6)Rrqs&G0l#)@*orh%3T33+#h(&hxv> zsIL!^qIZ(5^x5>}&ks|U4&6pBhe6mBDWZlDzzkH2c5W{i4#}yGcWrV@^fWHJ4p!YraK838;!2cw! z2rvGOTBj;5j=>lrR4Km89cDO#?|!Gkp3O?94pzJdnGy6hCcZit2DZa)$9)+0q{W%1 z(U8^(Bpxn}rf-%6CB_Wx*KhQ)Eg#;}nD`?6Jn^Xb;7jmdAJ~HO20ATFOdprGyo7DW zZCsuwg5t!D@Mn7Bt@7`;gnFk`(vnMXufUSosdQ6IsI*zOyv5Uvd(LAVg?D>PCdjLn zD!7S@z`FCnU}^P4 z8iEB#Qmw;qJtI&xS+Ip{h+i72B?~@E)@-n_kt@PC3ygLXo4KKrlF5`fiWbi6_gyf^_^384|yAT;kFZgVQrbu_JiHoY?o}7TbYWWjMc0E{?&_ zH@G5Hb@>{STbT9G?I7mbxT%)sh)I9qjA3oK5^Xh{WNHyv&BaLbf|WdD^6jbE~_ zR%E*@XJ9EjoSd4GhG|I&;9nYMu>U7=`3&}d&lM3k`!_&t!ot4X>wRndUYIv7kI|6) z7}Rc$1MtP54_y4$+Ki5jATNKN%?ISB@cF_#iwmH6h8tW+E~4QE=W|5_?*`YDxq)*t zF3#>vflU*Oe7gZ#47$NP$N>3m3d-C7Z>-JW(Y4KJo_{yEg{ZcwA9EAlSOW^n%Sybc`x+^TI zQGe%?3t|x0#1-Ksjxw5cN}&=V80;}bs8UoJ|F9$P%O{1Vryx}U(cm33amYV=!aMXX zT>+!N?&Nfv_;1mRDM|XD7t;#sSU_Uu*{P50MLHc-Mnc zL|uY-C%**yi`|p8CWdCDQ}bG5ZQ_WnY0+#`i&z4v^HlwFBv4Pn$b83T^M) zxm&cP)G6YjrpV1leTs{zJs;&1OXi~*gnu^2)3K&(>k>_QUVl|?5v9ucb-Am`PX&W> zBzHYxJ~ZxgxyyGbmJX9L^LlM5t0+&&?}16Iv(LYeEYXvyHPB#@pMSy#?Zy z7MV*D<84?J5zoSXezqIW5{F82L2YE>?ESE?yV_h(f~?E%vjtK_T_QRJm^cBEC!6RK z&g$3tku@9OuI7qR)n^6rQ@fZ2SvaTU=6!f|zT#KdK_4KS=a-vv!x^UdOAq<+HOH_5R0rT3a}&aq4E zgA#U$Z890OE8?5_uagUCQ2!OKh`^~o8xF;Uffn5Pg|mcHV%ccC)sxe%^br#H2eNT~ z2|Py}Q(0EJNV8Kqqk8_9Tn2-qUvWivIby^yDip$wk|9EsqM2)m6AHblzM;?sc(mKC z=~(PO(FDPLb#iUYtfq9lT|eVG@!3-RGydGXs@si&mfy;|VhjAPE3GM8pWOF(dZH4}+% zmfG5VWLWI3Dd4Hr);>qpWw_%WDWaZjEx@Ywqg7q(_9e23KH;o7*8DtKvjOgBxgu08 z`!w=X>$Y})z74CO#bWI5;1cZb;y>4Cz?2=zR|=WSg_jEGIkNn zLTOEC;`LG>@If*)cCQkaRSN`?WL<_QEtDcE1_CwTe=uTJ3NB6;t3~6PkihZn8jyL* zdu%2*lWp~hYkqh*lZuEUMdF!=q}D-6Wi~gEl^Z~>=Za93Werz^s+G`Z=@8t zd5Kf&TV*eG&m?(wu61EFSvq?J76zn4_oUJbzo6@=lpyjaQ{1oS7D$RO!t zDS}Z2xN9I_6NK101eeq0GSLOFm~nmx%?vGuqa|RIi%wAW&yk!f$WZvLDHn%RPKjZy z4U|}{A9ILtOYESk`oGJ`r7?)Plq*8@e-|USwH_1?nG(w^%%<8y(rI10#< zax)apftF>7U|9?z?j)-=h`60AB5)!GIW60)DR=5Dl)pd<(qtq2QZP8|REA9RLbHWR zk@Xt*w{k@Uj{guh*J-N=`a5LdA+jlcSs3bOiYirv2g#}pA~thHc!^+y(<&mz4vQf| zm7*Wl5LF6{ZQf8Ret_Xoty||2IQ0n$d9mZpyj;%m9-Z^Q$f)>r&eLHPwm34jyi7(* z{Z+Dh!$H5q6`@=sAW}x%oe^QF(_TCAoR}?X0$}vEyYEkts^5_f^-I+S;hZR`8{oLt zc*c{kpBGAMu=ZfbW7b8lcO#(_}XJigpyTQo&xgr8**?D8;dZ*{`f17s()WDOW_`gie?Z7>Ia4hD904 zVk(yn<=UMi_Qg_Jm+R)(qIi=hM&JlQs-Gi+;+N{H!-826JD^pPU$81tvPzyOj~)z* zE~QltX)1BDhg?2`_uX6(Ufvney&523YMCKImEsfJ6s#x(OdRyD@5I4vg|*LiZ`s>( z{|nvg4i^q=`BX>m^V_l)#esnBkMBU@Ox539TThlyE~S4b>6S{1MWkt z{ck$CHnFM!VIG!FG>(IXLM^{do_8uL3 z^EI;Y=D=8xVXK&NkG9=wk`X5BHJmymMby!$FU3X$uq~|L)w^_O;o#F<$9D9*w6o{f zF~Gc-UsKrdunxPwpCA>tks1{UyGD zoyjxq?(TTFuy3>H*u*}*Ls}M+P4r9406|Mrd(NyKEo7YrGcm4+z?nI>`-zU8j@?j= ziu;}_?AY7$iDg_3C3=ygn-{r?ZDjo7__9r)x z%V%(ZEmuU~+@I&Pb(Tg>XSlBqk;ge?BmMGtez;Ax$l?l5kvtZ;SGOrP`FcOO90p(S z<%;ml7kj{dk%cK|Gn=K|tok)lw}Nc1U+O}onU6BgaDhjpLR-6(To{AD4@(hs?6XdX zi>{hsBcYt;fL(@02WI;KvENNL*Dv;GgyHxyC{^EZKS9=S!2LK^gsLvvk+E72=g)Ow zIOJtAGC)Tg*20%xjmQnS2M zI@=P%Ii=8iu`?HDk;Id-#zXIx{QnG@{0SKVzf6t}N2LXDe0a=>FoXqS#z;IVx4@xA zg_phLQW?w^xgr8*c9gBhnifsQ=fh;1&Su}AB7?(E4J!J-z}i=}xg|AN8$vFL!P+3M zh`?DJFe{ZyH+e>}`O;J5;u>=C{nn<_V1pLwH((!6R%*aLmMbD~*aylbE0c{Sb!E>H z`uC7c@C*H*uw0~KUo3YwS*-#7Os;0vMyTaKPB(6jI3FWxHyC-8E5geNBT=hzy*O@S zh)|`#92G-^Dg|a786s3Ee$LH%IvMBF>YH(HY@7!txQ&M4W3stb^^q?7j{?6DZftEWqA7!q=-6>&xw0hPw8Kq7}J2W>Ymk;$eIms z|HkD4|eVWYl5?w^mbi)gH3uP83~^*oo@&`7kkNaIQXf-*kxqJ1_hUJ zMFdX4kh_y;e8?oh^A2g4N;btW4MW2@rz{aW5qFSP8${g76%jZQ!|q7VZ;fW7aGgUa znqHu{?0MrYlF?2!$1fSf!|_siBCxL34_C}q7;xlf>Idxf0V4(z<(oGgcpBCaHirr?EM)cR4HEN_Hj;pH?Y3(-54jn z>pFG~1GauNLBc zfvn4Lwa-Zr^$hWfd!Hyget%EL@$O?C8i@G@?G@JIpO8)T31_8s#JyyN2Bt->2vu=@ zh_uu?vbz*vFFcU%IkCCtiG0bM3pZDcC#?kA9_*6$_Ax(v@-AVt)%-y4kUv@B~5v^Q9n^JD{k zf(e6axo57@-1R!LVguRLToI}^tw3^W-TS>Az?YjLbM5lX=(G>-uju;uH!KaQK0t=c zFV#1TRg!X>WUgH-$%;7k%6V?Lw!?xtr?%rlyVi6hQ>y9?w<_ndk6c*8J)Yx=2;4m) zrJaEjL-&YdFk4_T0BjX>n!!*KHtCD4gQ+w$h@P`CiN8haze$F|FZEZ3W9}|TJU-Jg z1vwUXqq?RKe=)%$DuMjCgx2H2Ll+lR`6ROzt_c9Y$O*04wZXQ&@Wd z|D$*5qg^MS(1QEKlu}GJ{_aU~i zGstGytFQrKrToD(vO)vLcXCCjT5}sxQR@im%&yL*U5D2ex9xYm`sYV?>hRk?K{B#r z!~BvlFx-@Djz-e$O=fTQL9$kZktA0{;EbG8cxHLmv8~wZR3xS1SIEmYvUz@asj%5{ zD_NmI$pc&wUP>6flj`8G$zzC6rD)_D;&gBg_3hwBI?3@{TceqUA?(z8SM2RR_HnHp zNX#ttVqYg4X!kB*XtiGKD`Z`UV|`JIsADhI(7kbg;mH-&jJWm+E9)=FCi;Z4Qjhji zvO)vXA8|#fYSN9g)VfC-Uh2_8(xW}&I`cJ>aOS|;L}rFhSITscAS)~*Ve83ozK{4n zEc{TeEZ=Ofw@sZ@nxH6d*Pk`?U($@$r>~&LiL@;2+qDg^D{i6xQo$g?u01 zp?B;fBTey+>rC%>j;zq|jy+OD9h=Vnh5bhhtDe?tp!*PU{0iAD3Xa#CIDV0=(7^FO zxgwN*{|8c0>*jD^?~^MFyH|E^UaezZ_8ejV71;y|>^GRO|D3GQfc+<25rMMKf&J__j-~$VrH(LE%JxACll1=dI=ckI36|XXJzn-ko z!2KGo2rur8E?D*A*jq3}s8Uqv#kps@jKcL;g^ql2>r1L1FC5td3la5(ukTOMM-pVX zNj_pZescj?qv0dXToHk@)6lzS157payu7k_WV6nO{tD6GNH&CozGWTU{bY>>`fIr& zyy!Ekm#U$dd}D}ErT9;7uF1)#4ykWG^`gSs)rCVV3P(2;pITbn`E>X4!=c70lV^+$ zL73V5uwMBSb4yv(&yo4EJDD)IT2}QlWL<`PeNu|3W1v19Fbv`32%hAs*IV;7*4-l6 zRG+X`%C7#9tkA&rHLeI%X}*W_R0`hNgVW*V(^Da!#KVH|8d(@LxHh4s;oOzds{_ai z4Hiz3BI@Yj{ku*)R@k>qN7Q|YIF2EkMe$}!Hnfqf(7^FBt_bDLmmn3DyqO!M^@oF@ z;V@_q;Lbw?{4R3gDS%s2p;O5U4Z!c3i!TB zR%l@Sb*>0iX}*Fq)w+v3zw6KuoKY_$1EwR^8EK3@zeH;OOg583jb#}92eLwgn%{Co z1WwHr&S2=k>T+tj4s8tGK5NR1P}iZQJue@`R!M7$@{}JUaThhzCVV%Vto(4eg;`wZ z)CLV^q$ShbZe}Y-k(C=Hj^v66oJ9A`{#9F+ZTaw)#>5u~L!<6KMDQn*3s0#vmYDx$ zvO)v!o46vpfHMLK6^mfk#So!Nv7cN0omga8ePfYETxFx3CoWbQxGAa9{$Q;|NPMUi zoP3B(oZZ=k-PMAVC1hQOpDmIi>KL53i_!J^>MUEw`nsKLmQM&P1t8nV3Jn~$az&_` z@&Hm%>j31!(t1AAiH)`D)jmdoPLPeI5M&8Mj*=A`1Rdsz2%Mm6N(A|BdkormB9P1< zl7XR+Y3UtbBP%q>{2o_C;AGy6F(n+0Qds?nolmiJt>e+I!|Qz1$2TqxNggnyHu0y? zE6FC+l8!lrtk59&B(4ZA$&C0#g+SOrGDN6SWVqhygh0btArLpYciD_|3eNu)hak8| zIKp1N$SrX6U32K3RC=MfCs#l9E3v*5{@hF^&EA>_o2!LCH<5K2J~ojnLa}>2SA@gv z2o}5S`KL2(h1;LR6*+KpMJ6;e)&x5;^;mXWiOhv$)9hpl6RVNgLe^!F8IvOF7|Rk5 z=Uh)V(I=c$59eG%)@*>gk}E>hlx4_ItpnVla0^r<9s6J|o{7UX*qSrvy)Usl>>wNC zmx*EG=BDz}I6$fsBc3PgHn`Z!72%r;cJp%TtZb~^!-4Y*q5m&(+5JKfcc4k#2I5~O zt27Y*k`z(Lrse$cV<9OyKc0k}MBpf*cibCoYlkEE}Xf_s_y*Pzb zxksfWo8_4)sa!Usv*-V3NaZ<0MIfJ8KcZj1(PatGp>yX$w>}3>G7{bT+%1VOL76_V z1&h{D{!UZh@)AnDNJ@<+z74+;N!0J)ufL1`yo&#PAOCqx{^L;d2$Umn)=P-vrFzm;4Xqd}R>6%ja(W3L$-nhp01g(kyktI;%e10r^BmM3*hhx3Z? zf5|Sv)8kTqjO@0N!SKuOm0<|XvJr8_7MLPQ7F87PLxf5zj$Xq51vNI-YN@aZa={Fu z7jQ**iKet_PAOC}0mBG}2vv%Jg6Q(oqP5g~`3rQD$H-9nb(6l2k$#k{*YJXexgxyy zGbmJEfa6q#2vv%C+(5`lI-FkLq{G`9Z;{u8I0>b~j=huanH7SoCl|%DsU&XlffJ;= z4y}i|Hr!`bT)L-c#W9?2)B3B#Go}2*x5;$cJyD=hEkE%MvM$5>z9vP~aS+kJuzFRY z?QF6_1N<|%A_4^88G;RPRuJm`UV4g{-z3YQ7z3k~@&Q!C z+`04SLuNZW{<^uI;nQjE3r(&&bb1FDkBLwMbLiw0PYx+B4BZ-q0B~9qE;7F}mQF%! z1WT*oa0=T_)M_7>TTkhF{8sn#!!Asb`B3Ue8Dp7C^cnt$clQjqB^86Lk( zixbQ&GkzZ=D>T}cBv(Y>l-}Y{IyIim-5Z*njwUl=B$LdBZqF@a%l`Ncz`P+a4&F|6>0+{_aU-zlw5efY=~-SIWpuhS)l>=D_jv?z$yKTQwlXI z!swVGLY3mn+`!No6`fJvQPG8WB(t&BPjx_cU!0;HPbEY1;V5lqkaUICU?g5Dje34d zrpxYP!rE%1o?nr58Q%4CDWZ;}p3`oPMYFlIcP3Ch#+rKO@Y)3528{WE;rVU}95mGI z-w3i+1JI#d5vrmLmLd|h9{vow4Ug9k&B{j8*;upY!Fl5?@^Ay$9G~tCOXC+{c_JC7 zJO&-tl9d~DOyG*}O$U22cDOTbmTZ9adBsi4z7BPsD7Ain_pB1h9N-15*Yq{A6ct` z=wdFS+y!U@ZWZJ3t0(AqmYyP&E-E zTO{t|uhVf?j}iD!kqz(*{J>HM!9@N9S*wBkQLYFt@{ABwMY&j;7$Q_DvVHT#7m`=O94#3`8l~5 zhTr@I;f})Ge_6s1(to(bqOs;tRH>!YhMA?Oi0>IAf{I?nIMZ^R)o`*x1IZy=5z6-m zNf9-NTs3kU=ISwmem&U$zfN7@R)A~B3JuW5b47STXS7+W*~3c25TQyDRI@j#yxE&A zF1Vf5l#aJU-W^sW=r8ClK>EnhRa9ER&er3gkW9cbjY zmTZ_`fJG&=>{nVvR%jr(oGU`P|3{FFe^Au-F|q*^&@HFLY1OQ&WIg$>Pd>*`b<)Yx7f_~kjeGykY!1V1-2wbfvnl^ z%-5v|M#IVmS!E;i0H>6@KvV~w9%NK$nKbNAR%n2EvJ}ApGtge@3bJ8-{j z29lR@MW{yNVkF}q)Jsh#8$bcwa?bpnWQ7Lkw{t~!L1#4Xs(-*r#1NrM(XVgn*-clU z$p)=8>+?%&;QpPAHpN3MN8|IONXh1oED?)ktIAr4=)VaK$Yyb&$OJ?o8WQ_*u@8*gK9Q9H+ zqO~NYr`TvLB^RHBxh1joVX{U8^ZU3WyqGh(1=X`))5Q>>N>Qa};U)-%P98HR)CkLM zLaAiylF|Acg7+o*!2vR)e*Iu@xJfLwiHM?@amGHfUc(!nV znY4HmHXUoNblG!c;gmCj3hoAlv!yaP$f;q#No2JK_8)xswXZ2W{6NO@DuJ* zWKjw@GULqpF7Cb&cZ|48yr;)<>1eCm%nvJ*GpTf;A&eE5C0dyMw(g5KvTG`8|=W%W%ExrHDEXF8UXrS>AKvfCgXQeTWtL{baLz zLRe|P>wC!x4IJOi6`?B6ETp2=Ba8ms>kh+4Z4cniLj-&&x$qRgZ2>M>p#k`PToJwj zXJ^CvTkb%EE!}uA8X~@%TzU%PmPx!P$O;X_AD1HP*;Eud*7ZEK%Hz4tL&Whv$YxP+ zv?TpLMOJ9wc!DcJdG1l9qEb`A_gveq`2NmAM7)<=dJ5u}`MV-np@H}h5w7~p&h#(t zeWLLA{T|PC9wLr|&Zw-fJD=|9*w@{;Lazp=TRuQ0 zW|EB}F=0t5-$mAFFfo-YB5)>#b#<=76MAeF!gz}uEFzmj;=mFMX2=>14%)dQyc{qF zziRx9y$nNyDn*rkotxf*>z>7swdeSQg*8X?+Ni%mA9#igC&>paQPopqjfM~G;))0y z{r!Em76y$QljAKf@K_MVwJ(RIS5N2}6V`MNk9p;?_sH z_ZmSUK1AOCM23*WyJfA@@5ves-haat;YFN5n&KT3R}2xV6xVP^7EZSEtomjvuWOtq z59oWx{Q2>wxH#9QEj2F=2TsS~h>A2EX%2tkzf0%I!nvKH_+7KKb|>+*Qlj$evuiT| z5hzqkR9;2aWq4ggil}4ufp~GiOtOjgs%*en_2PiL$eImsr*cK8%5(?vQz<3E4P6E} zrz2}#oG(3ff>v_z{bGMw7-~^E6>m1DWiw=@2JG!z5rM;gvbW*L%O?o;qvT@yg&Wq* zrz~d+KTK9=K)r=4B5Rp&j~0j%J+S8 z_Q_T|{&q5D_S!Bit`>y9m8{F~u(wDN|GYu?zmiS#31`(H{9nkL4RGJX z6`?B5-N;X+Ae=ofI0Dzl!59-xRD}~~yxo}PJ@#hH$u{{VQ(YqE7*)9; z>N8w})$!z?z> z5m7XGxQ*rNr{9qaU^E)P=86cMAaNnr-OyxURn2ANt(mbn=ADyj&&J#0_r=mWTfTmQ z)Ln3HZN?x*RG7awEb1QCHCbqPpsosSH2&w2OJneO4p&6rJWhZsyk?|ha9ADCDcbzW zEzzX7#UV6R-0LtK&U}XBp4(z=sq_+Y@-tkSpwr3`fGkfUgW|V>UL`I#1(TenwaGCl z(kd=}5XV@jpwdc{B92K0>2D(!&LI6pu86=%Z@hMFX_h1cLp1E|5txiT-y2|A98G)D zZT^3T1jon#_$ByKH!Tgf*gD;(WHlrB6#riq-XL`zxj+V~bGRY`Cw1g?V?$Hn+Vc>! zz9N*9jj&~`(#Lm5+d8s|erY==Ebe8Ghyp_VQ&vEOsnz5%7)-6;itsW;2?Cu`sB91p zpBN%kDS{f*Hr(P~xM>^=t-nIII84UVuUiZWmu}G%B{7`g6|!c-8D5kk>X^70<;>f` zF}39|hb)8JzCT6qze|R|FZkz|n$mI-A{7S0|4lB3LB%(@B2*yOh6q&(%=uV!{#7|0D{mCP1Gky~`SIg?(Ox9(1 z`b|6YUL(0cX{${v5Jq1Kjs>MX0LtUgW3N&HYetZWup&Fc;6n;p%72 zne*P4*tD-E8{?OWVPeQyUK$5TmCIj2)@^XHlqjQvk?;S4VSgDXPSo=>4W)Vd|R z3bN(Sf$*?gFLalafDL6^@Merw*>^j$^OM@W^^E>=B>d-OK>QLuHtd`m59YX;0!Z7o zh;>yk4Ir~T&I+rjFvqC6KOq;*pu3kVB5=CLLGFE0GbDOS^a|FUV;VwJkA$PmkQ6GBD>!e*6(x~YGzLxv5_R6b5Op}YWCqtmxFWn< zGlmFil!2WELxd_tK%r9kGBNECn(`OuCzHug`fU{YUO#p-S+C&*H*rOH@n=w|yZ}cd z3=ygn6S+;7GuAw}zGF=cLqy1;jWtC!#x~CUQ)!&}Au?fhUlaCL8)q&d>oWXnkrYwK zV30V@+)g&pC!AHsncK*k4RE(|MW|}?0P<7o=*&Bm)EZFlOKe0>kd5)nMD=mzQL=7> zi^E(IzPSi)ocTj?+5JLaah&-YS*3ya_oRqAHZ7cCqUQJ<0a!UsIlnfMsL|@@YcS3{ ziCj2?%fE5mLDil=qdU~PC8G}%HOlEfN5UJ)nEI`fZ+M(}8M$Z%-Is7h1WxxDzvE0} zvmEJ{Nb*!N41P%-?QeW(-FbHhxl{(fw{k^z`DF|V)TjbG2!;q%ih#nS@*$+wT$H~+ zANdd&O20nR_t zTpOGkAeTgiM8*s*7Hbkq9%sjzT9T>O)Pg0U#ye)u9vzxA!ojDz zj_v4qX=l%|V_H5faoV~4`k{NiOy=0`o&ut3!_kkEbr~+XUy7(>%-Fx@nPtTnmTU0k z-G>O_H_2xCgs{@lr(Y*4G;sV1SA?omUqmWu9j}GEI+u1GUR&I@AN)TXYyDJ5=-sn( z$=K^FpM-2nYCh~x_Ab))^9!Wv4`j3bQgs$wA`7LBEXqPzVcN$jr~|y35&bQ>1O|7% z;))2IyNTsY(AqA&g1r$z$n>aDwHa_3?OJ{uFs<1pXZB#0PqfRhQrm5pBk^oD5^ay0 z6FnozWix!>Y_163KETda+*x>LdDpS6g&lh3)Uk666*ljOvpXyE ztn*j>b0j57hQco?6|RH-SF%C_`+wnzP!;k$NMEfx)P~+w8@i8mU~H%pqQ64$SCI{& zfN#01XgOJ-0scq0A_52h^q&2lg-s73__9sgp;KV{0Eu{(Y!rnE%b}jnkQEw4JjE5^ zC4w>BQzJ%f2N@z%DFO;^-_~_#Y1g6W;7*F}o%_V)6uXaf9lyV;^QrD#%dRZEuoeC{ z_MXlN&|Mz^BRny{(_QC{3PU&hA2MZr-E4T+T@g_+68bh-x#4o(;EM2)&F~lHayTw! zh)|{Y7&okUk`(9FH%W2vtXx~0T(dL36u>#FwXEl-oLx#eoPI%VLUUnowUom!vM$5H z8l;FiMpeWa@bP35?G@O7v+4}^Sh8jV+%a4cs@^mrKeY~yr5MOH#EC-AuWuA`hO z_~(r~eoHpdC!AH|j$e^A8{qz&D?-(jpCCW~1aZg63u_Zl8;+f?9(SBg)@^Wc23Le{ zF4(#3f%l}+3+K0{7JGJil|9F<>n5@dek;SE@ZwS#9O%?+(nPXa1O4lzh&nbijj-EG zoWfML+snSwOAqV({|p)VS28qy8F{ljkEv{Dmwi{48Rz{Axkv_E@8OD2b>(g(yw>g3 zWw4)XMoJvNl#a%eVu`|(CCO-8yvaQi&2p@Z&)*=S%gLtuB{Upvhk{4sMm;fy*Ng?% z4z@Gd{0O-`2Adz^iU^#|OJNzE&gLw!2&FGF{rv>Fe1>eeUoJ24aG8S((ehz>mGS$Z$WZ!qi@wM2zbET8yx=!n5nlWm6e=&k zAs<78D#e$%0~=@jKB~Us_cuEeU6Z5j*<4$w=fw7&C-TlZ5V1bwsopi~y%%98CX|Ns zS6@_{k&m#t+K~P#vM$5RB2q*hW9^2*(WQkw_jet>zp!qD-qP!@uw9=?Hql;z4LB>U zWW0;4(7<#mSA?oFcOWgbj))t2I-cn6c(`!vfx`A(9`LnS2>v3nAr$Z}7pZ2*3Jvhv zxgr7we^_aGnQhgD@fIm~lxz-#0?XQ$hsg>J3bt@X1WrLiamUia=8eS{_ZC-f^7y~@ z3c){4HiQDcWxY!$S)l>`A+887_>4YZg$>xPFhrh`S*5i}g$-N9+N5J2?e6rfR;%z0R^YQkwF$-yfMxVx>A=n)D>P6Z&K04m z&JZc0qHEJ{xWI!w8+tpp^>pmE_;g->h2T#l8{*TuCHR)E>w2<61N>{aA_4^8xn5*I z@nC0R{VvaKBBiH@`M)Cb-pfNycP|f#=CY|KIKF+Z=dO^UcmaX?T5GV}t3l>-v9Vtb zf<>it5ft~ZbguuxEx)?y<2_sv|0M3Q+3p@g=gz$?9c`Y~6os8kUe_3;URm8@8y6G1 zTVN4`aErm=1z==G8foV3HgL^Q-m#u5B0%rJmOE5fwHL0B@7=z-xOVfzP?ZQJU;T4z zZ9YXdm{Nr;*N&ecD>Pd8qg)YzlhjyzYH4xj)8o2MbQHH7EAkqiKZw6~Zw>xX2825GNxMFdXTkggMt74~f#S6udFVYerr z<#~tj54t$0ko44Wym|apCjJA+8V&qU;fe?z|Ki5I-J4gB>)F4u>*xW!W(?8aA^u~@ zrucP#iT`*L|1o5Z2L6p)5rO01(EI$h?jw7;4t4fExlM;(e}(AJBpc!v{o!yt$s%!A zDx86tYL7QrPBXoWtlS`CDp!PWBG`F{hT_&$y^roFZhWBkk=-69v{%T)BC;j^naHM7 zxp}RzOiL=2h1CmYmB^5l8%(rI5p_&Pxbs4j+S)^qi-4h6@6w&ct!s;q?+-k51RQvAjnbI>{#arQtN#fjvKxj3!Mg4w01_RJ_a;5g-*#^5XLD7di`%-`{m; zLm__{cK`Nnd8B9m{!pWs5?OJq=ZU@D8xM3HI^s!g`2H30_5<`IZ}Q{3xpODqJ!Sgz zIkRR@ntk`IIk!xjGH1r5nUkh@N4jU*KhwO%O@?%Hv9^zTouYpga?<&e^Z-Ax@Thw- z4t^EH*!Y}qQ?5CgjEJ>KIk+1Kt``%B$hMh&`YP9OHBSB?t_ZK6Qjl zl>+mu3=ygnm{VtnP^I`8H?!|dlw4?;C<$2a}OVcCQT~eE&k}$B^ z^vKm@T}JbJl@w9Oh@^j4=l$KCojCu%N9-FPM+#nVQnQk*(1@0naYY19%_Y}C%Yaj{keP?mrK>UI=LbmC z^JJqbL|Ilj>?JESh;+9v$ny&nsuFl=Cf5#ZQpAoWrQEq1t{x&EKOY9IT)6Y)k!lC@EA6JCe z&nU(_Ev!o1W7>uxLX{$*EM-Gs-!ol@cNMq4RM`Ef=978-6*|HlWH>3^n`J%Ntz?Bp z_coa;!V5lwKji|L@MnlnrHF8I0nXgbMXb3S?goH!Cbz(VNgSln9Gf4_wPxYpMe(MX z=46TYmnLwQlWDTMmawwg1kOjux(u)S5Lblaa|u_3!)J)aCp*1S$5eZ5+zReku9`yDlDzW>2qXV2B&+Zh&pE1-T61|U;_6cwzyv+o8=S2N|SP* zCo42?{47_5svDn1Dr%P}cXlOpZ`@yaa)oVbu0eZ+;QxYb2nBr01l>=`3Jvgo#1-Ki ze0B@cpv}T*POra0^v}GkHdFdW>mgnLS~K1pK~`v>KU9jSV-s?@n4sH#6vmC1%7C!G zxS^xCZfWn1rDBfm#40gycjQ5>+s*s_6*6%x85l}ExXxr^0$HKK#5k@9RS&L2GHcxk zT?}(|IHy{8AYWMf7@Tkc*T_`tPxC&$N1EPCHkm?`B}@2jvOx`-| zuJ5S2K^*_FbXo73O%MZU4N>CW(l~n1n`;vZ3)`xVqX&?68NPIi6j8?@*c~!!LkjmH zw#%c*X4xyH0ihgBScY40A=O+7Lo2Y8}F!UAif=+;AT7ukJ%c{Db7uQxLZ-xlEE38i+5HBI?+b3>*(f9#~dx zmpw-`A0Qh?LDQ0**hE%npqb~2Q2x6P38{61GHk-cP;uQJI6c$S6XuP#NWm*)b0`#8 z(h@I{6&e&A;ED*Gg0sZPb?4LFJMMQ5Fx|bUaKLl$U4?Iuj_;C9qtIbVKm0dYp+Uzt zxgr9mV;GEOk&Z&=D?KN6>V2#67Ag1}*>5mUP0O$qEe${=gLxJO$T6qaC6@;jtII&sk^s1ftk9rf6jy|o0>;Qq4gRpNXNXXx2q@fb=sL0*4s*7ylF(kE z3(O?L>9-bEN&wtN)@b;^RIZ5N(TBqlx;h`~d3j~=$Y#A6glVI)SBU;1vLPh&Er+&b z$Qljw+qojV=rgL1s)0CgXNXXxIEmYuJL#88>YIKU<}PZmUi!Mal!4h#=Ev?-!n|r3 zn2(Wl8SeC~6j5>5l=$gw+D-?xgWLaJnS6iP^dC!RwZ?@mOZd2evd$&tLA` zA34tbx5-%yG{;#C1pms#K&!V*&o{asx&LNk$xJFeFBMHU&siMLw#;#Epxh$9zTW-H z{WlX`1gnhZM3c>PT2s+x@!xH!=2&ZH&iqt*4xFJ8gJQzEBk|))+#k9BE^dit=fpE} z#90QhInD8=to$zQzIXq1B{xU2(K+}~emKhg!2LIy6PE|gS&)l2qslkCZ`8lhOiF$f zotMgG=VV%P65=`0rgSQkaX7@HkMSyzfZ>ahdna`(kN8X~7)9o;W5l z4!(~ljPZU7o|pq`g!`2F*c`ACe_;4eW^uHA4pspC;v%oe_H;_XkuG<`^SmFy2|nfT zM|$6v_Rj$pv3x^3+0>d7jKM)nq6R0v2@Oc%+v3l6#GmhqKd*{E-xq&g6MtS8f4an< zqWIGz{`^S%`HA@RGx6sa;?J+dpWlc-zY~A{ApZPG{P_#~iRDjgi{9HDYtOc9dFS8Z z|MCNx;4Y1LDha@!vY<6JZ_B!T|CV@jb1b=KZGMPTQ0KwA{AtNt+dQb?&0Fq-b~PK% zf&r;y>k|0YpmcPxYLuKN@|@e94ORK+<62T}v2pjMk_*O7Nj2r#1c~Do#IxfT$L5W5 z@4Rhli6^6xtk}a8kG5t??U{=wEb)%rJ2stxW>9R*p{2eSjnwAV{F6U zP-pzi8z}{B*bLXVGd|PpjLVm@XaQehOQ}b`tdWYay+;-{R_l>3A?q@Fi`53j#M z@LR}+P{6lLNX5ts4e;l2MFbAM?*(nz6rt~5A!T{8`4q}5Q&#K93JuCub43JB*@dtS zuBYQf@53FqA_q1nbsgF#mQ~3mjC#XW?PDb90NGdyL6#Y=ePo3OLC3}_Q7J8d6Ir8y{zR?_FZzsuq#BFj=!GFdm0}dPhC7MjOY1cjb&ei5qpNcx zUb4`={4jQd`iZlNCre||C6XlX`9_JS#RtySVR94pz+`glG?@|7q8oSn_fjs`_5+KY zQc2B*&x^-Bu}_h_mUFMEujaBQz0f~aZ(>P1{j)z0n=Vjex;p2@D|fZFkh0oK!m zN>8zodDiL*`H}8XS0WSG*wz+pziD;T1k{uh;d4@x`N^&XrxX}lZ` zGKpSpIM12rJo-mg-}xaIC%f-pv4ilP(;eSInsbPGG-Pqg7h4&c@R7wrMm8{SRmEXb@;RT%H ze@-b>sElz5Lxd_tJGU`%LgmZq6)K}U4R@z)W;ipGnqwtCU5YU8B@<+KDq&x>2s204 zW%yHCiumW6vU!+nmQM&P)ypkpg$9lv<%&=>Vk1&fyP%A997HGC5DNH~DVsxNg$DR9 zb4BIA>v)_QFh$yV9z#c6IUb&A2_O z`0y*e55J^EIC)>cK(=lto9(v|8yI$rYx4CDvQ~qyTeucUE&@>J1Y?EO ztKhoT;wx)=mOiXA=JPkmSu5FeznqD~mn}Q};$(#eUGupj0;lUNm`_8xdJgXFIrLm% z{Z6>mO{b^AH%P~3vS}1LEW7?TkQEwqtmlddo(?z*8>cx6yH*!>twmBiblAT^I$k21 zMxnzp;r{|zp+QFnS47}+Tva;P+G)Zb*^B?tyY&QiJv}Ej!!B8f>$;BZ=sM&%vz7jH zB=I|BKqw?ymJEE0tk59wzqlg2Brk@$Kk^*4!3l)Zrwc2-OMy^XBP@T(iSA{3)Ha78$bUe02aos1dnCUJq# zo`ZYg2#mt+HF!yeIHgctlVKUGCVo(&xRq?Monm2lHHzb8T?WPTrHDGFX56*+T1)Ic z#5VYTvROVMtd!kdOIB#$xQZ)6Rh8vPMXi%B`iZ_8?D{JNe?Qp}3iy`n?#IXq4e+1k zitr6SyFnplcfUclgo3^$yZbe=LIeFTOA&Q!LVWL6(45`(udp8ch71ga2}=g}mt=(o z6F=jMQ1#%)NM@}Yp|Zn!55Gb??6=bQNYlBI+QjQdcPsk}OSpa(S)oDG>0A+k({z#8 z>#$?*Z8PrfI87T4yhevK5pm29rxnsi!tL3=LJ)SfeQy>B5aHE6ny zD>h8v*#C;Us&iAT&{&55P~)Ma6X8pH(z>MZYd?F z77wzg+{+Mk}E>hle49W znjdhX=WsOG^;Zb~WU?Xl2Ho&q3BD!0b2C|?0sc)~5x&8%S9)gw*%Au+mh?_DS)qY` zREnr$6XH8jqdB|pUtv91O9qC*geASRimcFJVmViYss|rIG6PKS)b=i?kC9EL&}2#P zJWEz+(DV#fMBp@ubE`|qx2~hx;I56rBYU+_Ctu+ktTkUFn?|9-vgqi`WQ7JDU*L)e zoQ`wFl06xP_7!~QD}RQh{Dy2Gg%r!uqhFF08l?P;DxTDQO734_sCXrcHh6kdQcz(Lt(-)9)6vy&|u;RToI}syozMjx)CZ{ z?oiwD@W88T6IL4Ct?Vl-eQ=@JhNn*i z7Pr3Cb?7-8Kh-`)p4O6$^~;mkCuvE?tRgEk+Jxm?5nh5Q?&*|5jkz(hVu(DEPk>M@ z9rH7?F2m`5EJf6DEahfiv=GmIh!74RUz-ryfUr_JW(ZlKf#V>q2vuzcND=?&D;@J5vLzJsE$NuM$qEhhXG#%uY(jh|R%oPzhO%+ltT0N@p z4c3}Zl1-z~VM)gvCo44Q=;VqBo{rM;go=@8{w(`9NJoKe8ifwaNceTKLW7PUa7EOG z4qTYfHyxI5kdA>9f(&deqtgClg$5lbb47URU<@hMs1#!ih6q&(46hj?R4H(<#1NrM z(Ze0GIb-87^%@&H3E@*)>n85zx|lud>y%1neNPLC zQT(AJ9uuypWf zg%`HM#UNUF5;uA5qqwZS2M~T&Egf+u*L;c_5y)8ibe2Vl`&-Q+|ngGUiYbT{my5& zxY+##3m8BXkRKF=O@nx|v^i^am}`Y<4PN1j2-HEmOrKuH^w?~w(YOv}Xvq=eYik?v zORlMQ&VMGwImhCQuA_VVp~9*ciw_+xzPME@Kz_LK8vPnY1mQMAl-t1GQ`2*P%*8@^ zP7hZ^fSzM?I2V;Wjwik_z36=9MaH)pqi(kozM4APa9U`)ONGed{B}EHR&~7T1{aVO z8a>Q;ToFOKfecLDTTZmpiu({N;52gKDS%rt@$V!nGyuPiE5ZvnrQLB#p~h(#MKVOF zQoMuPfH>o{E9*5*!#4iX!ZXXej%|g(nlqUxhCRnlKnOECmdvEmx1^%!X04S-+*ukU ztR|CYcQj#hwK2j9vM$5NmP!$IoNwq~=vdeD)G7_Wy!#OA>eFPid_q`h%JNCFLIcO0 zToJ04>_94NJzH=g!H@IRK1PB*Pd1i9kfkyGELovJ(5JZ~0w<`Ur{h53*w*5%HIR?c z>xKRb!T%}Q5DNH~SsH~5XL;gJlV}S zSgKsXP_kl!j=@|Jfz#2TonfuTbNVYJ;aajGen}8vv}Im-0$HH}{y44(FZhg*Oht9r z?=wWGQhbDH4K8n~|EicnQ#B~nwn zkj}}d4uc!0?tzoV@bZX>p0uj*7CCqU3**hW!ELgV#8u#zpivacrjoa$%=L&;-C>Jp<(7!I=F_Z)Y|i0 z5dr!b4ua2s!!;(4858R2e5!lbvhHSkDFkS2vu1%`0pTrdrpo?K$zW}xk z=^j=*_yWX8#f?w)bm(DHzRI`gd2b<`>bL%jxZIK;xQ?vQXaTO~iU^P%cLEiTY;`Wf z(<+=i%hi2>$bUduVbpn;K%MN?a$^Fu^hOiz*5()&7kl^Z6j0{vhlhGjY=?WVCXKtL z`11Wd`;Eyo@9T0KgJ=+jhD%LABpR7#HUsbDf}xs$d$=M3^fPP*2EsLE#igBaWxVDH z`LgFoz!tIzl~1A2td{Qh8CjR%Q9qU<80ilFwj z@XGFImWh+bpWI(K@(c`6yF2uTChz}eNZQ?G04Stcdbycog$8MNaYY19+Vx0U_x6{H z8=o$0-Uv4V7uOvY3!jfY0Bsi>nF^QA7B(F0-m~9fvaoDZ_puJW-m#@1rAx^0P$;!* zWLiX4Xi%EriU^$2na+q$TrSZT%f`}U7o?-jp_@X}Q^{DUXKB9c(1zl+{ULeh#Mt{{ z>C_zYLF4EURN7Fg9daIVcv}8OXFCW5=m?LILG|khH-t-YM1-}GB!Gd}ZbSqG_^@QW zdbTCE^-cXw>L>m$@wzy3K+Uv1N-nM8MGtdD1nxz{dLG|U*t`~YJHQOM(P$fQk-txp z&GE~hyiVAX*f~ztXmHTU6%jZGZ-LD;*ku-X9O>D!x@XTiJg5hQqfk>zG?|1uZRWH_ zGucpK^{T?YZN*(j3r9W6MBacLNV|4FhTe$gKgPC*&k+D-g-l64yR@8F6E z5PxT$@4P#b*;s1`3BZM^u)?Qs4~?>zw%Hwr)Y8p@TAe2#>B#- z?v_~miqdQN^{%tRaRGA#eJtWy?l_7X{(YKjwwmkv1Xo0WzJ|%XvkGh16gNDH&2nMw z>fTiw%)4{!-=Ks2g>0H%eq>B)IS%EIWQ|7M{~cFE;Cx((NgYU9Oqo7CbXz*w-qLkw zYIP=0`zf*)x*@0$#kpayp&7O^Ll&mJMQ-iSNCV8q`~q?z z3_{Q2iU^QUr!gOjjJoGx>YRCBA}dp*H3@H{J#y}pcqW^U&&y?F&Du@8dLw>Lh0iqA zZlgYxi=4etcZx0>^@~G|Q>M%qU0A;pW*}kr5#AWx)3L9+bA|07Vjtg^;}b-m&=_uC zB7HT|tf1Cz@NI5xw_nXZi3_CaCf>#s;q_t)G)`So<1`#2Fhr6$hi9LqfQB1uM}TNR%o!T|}(4a;{ zjVNr+!|b`%yytyCdsQN5dMBr3i>ddn4*xS9m1GaPa zbQ~}2Uek4GePQkPLgx`Ya7t&(-%pURUyu#=OPGwfEhpanl&sNU>qlG>fwMIdaw&K>cqI%*YzQeD;f__+N)cyQ^y<+#T`3gDN7-LSj-u`upFBH-Y1R}j(FB2@kEp}5JUyJreXyV97d4C zh~hAk1rE&s{QtPns~Yotu806@3{DMQ4#bxNBN)TNYG7EsR5<)%&l67+4nEy=Y)8*a zJ9~~D)0`5f?tT6WDL#K)cnFhrxLj>?$NwwYrkXmG)lEC3}=T6cA8U+k5o^vM!?nyiba#;~>Mm%S<~7%6*6}$w$a$ z`Gm02(J~(*D>QIi!WE$^&myFvcB2Js{Pj!aHQ4o62>w%KLnz=|TJc?Eg$DSKaYgtB zpS>Qjp|I*;*Rcm7so(qDZmrG8>#q>~&yg*mpl{jV_8GE51N~1*5p`@rd|y?jIlJ#) zArn1hU?@yj7HAj93JoS+=ZaAE;0H)%ts9}yaJ&^BFjhGHN@49|g+2F+jcQLn-rWg% z(>~hWxg#`54C+I-=yinfJEX1Q#@a-oM)wPShxPo3fnR92td|ykZO# znxxZXd5<()MK;NA?Rit!vWPcAR%eiK1y@AiB%BGSML9dE*B)?q@Kh7~CrHI?vSI$I zu$-szF0wj#4vrWiR4MM^cFE3&_^Q4}#ErGzKNBhqi4W}yWwOz1 zY)*5$DI0?A$6cLEyAH3_{4KGfH10h{X3Xwo!r*G--XmmPhJziHBI+2l_V4Pvzq@mT z24CKNh!yo!vROVMtTgWZAF@IN$8U2*s4DUeq@va#r#`sVh64I41i#-~YZEvc{wu+^ zjC=peMNVa$|HKvH1)tHxsa6uJ5<`S4#Y=s=0DJTuE^EyoqgTB_%lrBTddyXUdW>bP z9w93q8$to!5*((<3Jvg6 zToJy(XE!){PEYT2v`ip2A&-zPp`dR$M&}{2LIeE=rHDE6NDH*T~VEZW2+laTxK?xpUQ6(R&*4AoWVq>8^Si zBxTm@aB(amB^>qZMuWrB64+4IWI6Wc?_5_<@%&%7BD~&2vEK1%70+V>&k&(X5maoW zWw*4J#g_QGne148JwYVCEUQj$A}cf+l!;ssUhoZd zCmZ4u_exorZDfT8_*=Ome1l)F;mHZIB^2~68IGf5g$DYErHDEXPkgT{(45`(udp7x zMh1q$ge6DvJ+eZBiSKensCw|G~3JuvshLhp~ma+6>WQB$cJjxZ}1)ss6 zGm4$i*C@8);EEmJzqNPiqpLtIqK*RqnDbd%Sp8!0u_wAZ zJ*S`QudpWlglwWuI4iC4=p`#OFfDRLsG9Ucq@~uOe1F`|rulB(eTaY$e|v30bHjft zFw|x9evlB=(hJfsc||vwNB_x>_u-k*v#bviqfodd329-g7zy zr%YtysifX1HE6HU{SJ^#^a*Evh&U2imBc|toe;5)tl0qfIj#s*clIDZwGIk~&Pd1L zu#XSs;+c3hmeG0ezCsr;>|e=?qi| z7=?t&4nWp<>Ek=3=nrHY{Ze#ZxT#deNHzuk4-RRrbjI;-$;B|(`jr$>muAUX4077t znOG>>67#J3P>&JfkvGfb9p2-L2h7c;qfIf-X+WpShZ>3Ql8%d|9LACk`%%PBvE)G} z147ec*_KqZrZ-=DT5boWTlecKXNBQRmOU*+;*_gOSO2p4=uIE_q5_luM;h#-`acm}Q^%|;w3BjBe9 zWkf<5NzIQ4D9v!-Gh6_aV}6n=LN%Mm(Pe7y!LXj9FAp|eqX+*Hi{lLsuAggj&(P&# z$Bw-`)CBiuf-ldDg~Zu>p=c%)MK>Pni6-7+74rJhZLcqV=JlnI^dZRV!6!|kCXty49QW5;5p{4}SZC6g;~KBg zamPq!Fm83ZeJ-5I8Hy*{bJ>h&RnyVrf>@|62RFTfze@kT5>jnB$h^&tB{Pt7Ym6u7 zLrW8D9t}SWMbis%ZLwt5u_SLm@Z3HI>*S=GCZE*l9f-Txz33fz) zE&N)d9LY+Q;UfeY{v+aIY=z@GTeS6(F@?ZLQIWA%UG5T!t2LP-3LpSV;ee;I+3U%A4gA+|MR@UNR6I2{#t93C z2vv%;-29|7A9YQA=c6uwX^~j#r#jq&N3IAJ*F9T!VXNi9`9x=F9_q7Xw(O23jIA~g z^=Yy$!?`{oMN~}qRvc3@5*f~+k9eYK_wFNI$M4r$)&}hr*4qNvM4xb0T9fiRS)qaH z5BkQmmIHOfbnvY+uATr}D#fLDI;7egM6~}c)bWB}L{AORZ?~O>d@@<10ck(32-W)h z65Yxf_mRrYPXUD$$4Pt)<*$n^K&znEqvikdSvPJ{@OSvL~$6orq?VeKfd*=;e zKb>rbU+l%6OUp4jcajwv(BIA#5j^zLxvkKbzd`8JWHTtxTb5m=$O;YUTe%{<&@)0N z6?I`(!VsZK@hZ1NQ>DNl;SH7I*c&MY?CZa_Ua_Au-7>&-hezV`r7-WHbPw-w1Bow* z4=^8(-NO)Vd9&6zyD8}7Tu-y#t>KhRPMcgRPOk0VvbVVQptx*PZj=!xEX+>Fvyf$n z8@Y?S4rzr-yy`KL!n(cI3hJswvM+HlP{Y(0kdb;!k2sMmZFO}w*+idkR*Gc1$O?@{ z@c+0XRP*zFq@~tjS3_avk>ZYz3EzHktLDLQdU^RP?12VPu1(Nu_;RI{)~Asb8sMMG z6%jo6a1mSgkv&%MwO0uKIIC|v*)$3rmNnTk$O;WQrg23CPKUeRy?kv@-hGIGFD4hB0=Q)dc9yKr z0Q`eo5rG5VP}uZL&;EmO2Tt#{Ro<4r{1t+~ooomNe9MS?8(Eu9`<$tF-8RczmNIF^9igs6 z8}&Vlnhz#^REnR!NoLXRc>;uL@$=Wox(uiLiWE^X6I}bOrMnkSZ#kV^b69zQO*YFX zgq33EUyv0VIR2C?LRFg|Ar-ZbncZGV2VC2)bx9c=i`UnYmkZc@<5X;=cX0k$qkPTcBffI5%+@jodY-?fv(ZZS|ctosD zhV26+;vm^53K5o6!%Jj^1`#iCMFdX7rEq3XX!4jb5cBTCQ_0F}NXSNwzn>sk|4TO9 zFIhvwP34QD%w;*>A*(iM`xaM3;IzFN4=97&P|u0Y;u7uU@>pd-Bu>~Bj&3bJxKXcD zet(42{he&QU+UfzZZhfm3t62(*B`ke0;da(VtJ*j^P!%XR~C9pWux=p z7=r&A2+9W-Pr3&bQjVvU~ID?!EUHj%?EK zg-h*y{t8L>H!?6jNyrZlR}o=t@TjgYN#*HodgG;hBLFe z4z2Gxx~s7EKwlMIVrMn{Gh$l^zu zMDZgTEPiA`Q^w?X2e}jmzmIT51kUd?%h-xENdTak#CJ`saz3W@EK9A3Y0NoVu(mQKx#HN!s0 zXtHUEyC*DNSi8D=-I~&o(%tJ{DK1^6_4|o4OVRNZGKKb#Kp|M^3^H4T={zP&yViZbmrxgaw{qA8^ymY zS>lykL)G%uWn2-#`_~Z6*V|T1=RNNb|KoM_vd?mnvwN9S`08GU9|q-RmSta^Ttk(Y z9pZ}cdKtxRr!7_S2lhz}5vmk7at(3fkBO}KgS-8F;N%u@B13Cxf!1avE-6J7gKn!$ zFe~h;7F7%&>oR)7Q@A1&gC}uCI1Jv%VvxPBbqE|LIX}K2myQ|-tR}81(ReM{D0|N% zjH^cD1hOuJ#&J>vBRFKkc;1Y3DiLeSMi$4LA>CFH(|lhaVlOkBY`;&e^XJ3Csj8H4 zE?7D94v6XqfOnD0Vel}$?mV1+`|N2`L$h0AZ83Qmb1LaMtk(7c;+`Yh>lgPk!Y$dh zR&m@~TPz~Z!4Rb~@J^HU8+fO`d?Ov}R{U6C^E8 z!eF!wgAir`lXGw&*w_S#;CMb~`eZ|FD!h92s%lqU6l!j`S>!WxD<$hJckB9P;jMkL`xlYH?#R_>R0dOM114Qx1TRD` zI3R*g#YN#4K@1&Dsd>`NVxUk|{TRG~Y zp;7Du8e#3orlLdPU^>d-k*Nr@m&4+s73G42EggM^R^tM!6y5g+OruvKD#>DZvWwpC$a$|hv(2d23?#RC z#tPtEiC`54y76PaF4*{~fS)t4+CsR+YwJMxL(zpdbgtq3-`(Ib*Gx|17vLC{*vgL!>s;%KhQk&MV|oIjxu~rRa48y@Y#BeS?49R3fV{ zM6O<=vO0nIqDQH-FDH13*w5*c(vCcIG@jBV;d$u8E1OktVG#RpiQii=_dSWj09_*sun!uncd z!XvPri-Cp>jc@dtkSWZJTzr7_H^fEJFzaJ)CXHK~E2KC1G(7vG@c$E$sc)43@hmG{# zicCs?<6n=9Lbds?h|q?5q@TPNvu~JOJimxg{x@?{VG;?M0R9x2j(|k| z7#GE`OJoWQLwkF*5P0y@`;*Az*o%ir)ue}4SsaPYLWz4=3Y!{^icCmAD2K;IG3-K_ zw!DyrWi7O)_x{{bQL>O>wUG=W6*Dq78kI^@lkQNRV5-SesM5)QCTyxbLtCh&^M=R- z2E=t;TokGYZI6pWnQo-f9F*xsG?5r66cwU@#z3KXG04g{_GmJ`g&fJ+QYCLwcD_n` z{nyBXXtcdfXewLfyBcN4`0@G36a*UNXBfrEjUO|4oaQkjl*b{z3%B=2u4|**o+V>8 zj|gFW4_glOMW!ae`CrCGp_>2C;-XNUP~`vrWG9@oQKyH_^nBX?I za#KlB;p&a!g0uPD$V3F%#B4@Uw>J*`b&3;L777)5fzr=n*LUIYTOwDk(e5{?sokN$ z&ET+ZcYb6l0xUi!E(+D{7KxOGdKEr#S+>G{;64q?^<89fb>u2EE{n87gGUx2>+h=~ zQxTBG6>(7vyDTQG$`#7xRH@sm0jSR+i4R7uK%>;>0D_9G6%&# zp{N)xwS3a@Y>AF}WViUIEB6o5Bz_c`myI@w$xRtWg{xJJ4{8LjM_b==-vSwAEpkx5t)bpfBzB}g=+2pBO)4Vbztf; z;sNQu84X_BUTOG#6Oo*_cDR&ax*5@;h29`0THLLEO^9l6d}K-jayce0iiYJ9+c+>| zbr-ovm$g&0l{mWRAB%!Ni+EN=u2G{sW_nYWDN68BLZZhbpAd~#+tMsQpj zCtUaT1N)Y6#+T)#6{tkLkwj~>0{E{cK3%hHtMpeYpV2l}+e-A= zJ9Z9|R;0E!a#b6Z+A(xq5ws>OlWRFalqO0Rr5-7USiXM|nXZ5oe;OCXuuE}Y?Bohm*> zkx|4j6~wmCjAf2`M||s>blaaq zu2qA)tc@cdR+6Ubtz*KB1V4;iet@e#h|ATuqvMPf8JuAy`n!vyg&zd~=vk2&<=Al_O z1jd!x%%+S(QJ8>2EXOBACMF=D z(HR#-!{UfNcTZVb&E@n;XeaUfBr>@za!neQ37vdkO2Rrxh(&5wWI_T`xtUSaRg~)b za>wTN%od&YTBY%8d?}H4$_V*gxc=$Lm2H&kvzp3G6LVcIO7eDyP|xg7My4mg{AXe^ zKdw4;{L*Sg%jkNMZj``EkM9~PrP|uE6|J-2yR@Y?Xljwm4!Sp)oQ_^^GQ%IQp_1(zy1?2SYxG2=n^^LeF)GAe4%R#MDKYs93$bfNBR1A|Y zI_@G-$UPdU{ZZQLVe5xW?;PLM8L}J*F;dTrOhTYJPK%2|HOFBR!PI6xjzj(uRrY6{snzvMFr8Nkj5XG~SMi%01*wmDl#CvO-U)f?3d z-Aa0Y*jCbskxLCU@8cOojM+TyBr|Qrwp3S<-f&$eT;$5c6bu!p1QW95@oZ#50)lxeE{YKr%sB%I<{V2fuSc#-OuhNI)?E9v8(33+CK`1aqz>n7>D^OiaO0fl4qTrp-4Z6A}>2U*e(|VZod?kYLWU z1asoshe_r2Yh_fR5=@9~^Z3Yw1O#(TTofZLnDYk`%=wmJRzaEvhkS#e6q3a04I-_Y&?d5X+hbX7@3kl zzd1fGijkI$&l2F1jcp3JIC6F3j%glS!1SPORz;>HAe-fJQH-=~e8vEuY;0>lA#!!% z%En_3m=TmsE;1zn*<|CQ7-`w~>;XR6*am^#$kmA}8;?a`W>7Y_My4bno1Jk{jI?Zg zCIO#pY@5JKk*gC|HXftEte|Y3k4#BGHqXUHG19W}Sp|HuvCRTMja;3$vhmmjW(Q^S zqsWv5Wb=Al6eBE~MFZLe=vP^Lj&2zt9U3Jno6TWC*&Gs?l7MXfKJ2oI?cz7nHrljQ z+prbycMJ&mT?8~QGFuw$JhL3bO<8F2x(Cb&is;T#V0^jj5~iU5z7$K`QcmzOETVylM!cJ2L17@dn;#YP!D6^yRO>o9I- zBa;%~c6(eDYC=ehz=qo4#m#%4wafdHh~?JE6^SJlkDY4{9r_7zYup)`lz>=nii^T8 zmKffE%AruYVhj|DiX{U#j)NZ;eNDp|7i|;h=OS~m(RQK6MPH)`X%eqRrXtWJUKUQK zjy~j&`PcTow|AcLRk{j?UN^TMLLbil=i3Qz_dk0ZU~l9aHp=HQP1%gc^gn0Kp<$!p zFCtSA;PFr6qEHR~M{!Z8ZYPo+&TbcXs&smn&&2KeE~D|B*5OjjRj>1ywdaIA&NeGD z6@eBpJuV8>A_f@(4_X#JleQxZ+nBvLaupiwnMxKOGxnUYL;UAOrXnDVv*V%|Ia&Bj z*p4i0<8?A}6{5?+W44~NCd7&D%E(j%Wbux;DEzXBG0drvQr2TJP$((}ao3Kmpaho0 zK1C(ucNsc&MdoayO(eKv_9!lMgG=U{BhwOSC^s^S|0kEspNw3)MmY_Y#mn0;h2@#Z z`jqt7^TB`Gz;QzScf|)G6ex1pAZ*?>Tt)!MWH&JNP0Ls+(B#pgRR0YkIaQAt--Se zKR0asbxGv%18rerTokG;3^ME;v=jzgf4w(y6{1MNv)Mj3Y~^)Lk7g%O3A}V~2C#eShSp65iTT$It`s zJHrmV_eCx>(8hnsDC#a3hhBM|vAmF`Ykuis6}lS`FS~eHS_}Rxs_ghnhenkRFc_D} zS`;PdWKhL`*A8>>UeV=d zf0)X9N@RKh0%#g(0nGIXK-JZ=q_3Aq#IPoEwHp<~;a)K)>b#N&lf^}mi3-SKMNC=5 zRU~IQqNw+FM@Rw@L09D3HY$SIN(9AJDdl^+gG?>*Z*Vj+B9jylKu25@YHrWOMWHkd zX$A+SVJtm(Dr8_dC@Qprr$Xk3gQDUeadiVF5z!3}ii)3!dQoq$JhlmJPKa)%`OIN; z(nwGKTx20N+LPxtl^wk?p<8-m!m&=TIW%Q;zz>jTfe`arWMTq+_+>^hf*M6oQS(e? z!Jnn7dm~r1QNH`!7DA0>zldCVfYCpV$>_MVRj6L(VRdK<;r6)8hD&Sq?YI!P!?c6Z zk;@P8`;fRO)a3N{xKdX`p-BCphQc2mJQdQ(4~hyIkYk{*7U2s<)1Xz)8b1t+@C)X( z>6O%cZAm&!V`(W>$J?Ykh6%!}QBly~f=F?iFyqfCm|b4?h1?eXt=^6jBfrS=xyUSORGw!xZKXOTtUA#H3pzcF>m583cAXMj zr`~|fpN&jiK;}=yMKSC$pSn6_J14;s7 z_-^Ea17i4gToisWC`DrMIn<)!YG(|Uc`XJCMa43%$k1D<4_{Hn#pc;^C-jY!)|M*k z^h&1gZ5MS@NedZ&xmWuhoJEbckRzIO7k!CT!l5tFTE;{sBG6h!F^Un?KaSl{s^%R< zuTs$3bd3}{(d&FN7$mJoVqRn>G%AVXnu@M5c8WGJ3A8wHHcSHs7w7^nBVU$7oqatZO4PqEWFXno_O> zhfAOdsR=z)UP`E%1bW@-$dm=7yfQ8dzm#JPuxgB!z8?dHqGFISI*nyV(LqGK%yCz@Q zn$t5Ky0)C&Hpu33wCFG7wf@`h+V|v5o(b6a2rbS<#2<;wr*ILYvV$$@ACFvCK&+22 zin>$k&~tU_h7ygsw4x)s2tAAAF(CSW6Ndg<AO!M__J{NK;)`6%H^3&cxav|N~E*xsS+p(FuFf- z=>bOnDlQ5&KK)!|HRQU8yjDyi;VD~7=ThY|t>jbm9%Yq=6|xU%?bSSceE2%V>5;OE zB&WV(Xq5fH08~p@uN;#oxh4s#CJCxZ!m3F^)g&P0Ns%cFNO^o*6vHm%S<6a=aydc% zM5RKpTO(cEC(Ez|BC#_gSE|vzH@hkArYgZy1>~|Ia`^$doE8_wu*>BrHH&B5vpBKB zJNXQhP~>z;I-QyS$EBRw$EwL(5Tb(z@uC z_pav>k&(A`=nr8`4c?=Lv3_i4}?@!W6=0&ba_$U)#d`;Z3 zEY>M^h?6517~uYijH0gXWS;TcRdufH`959XgNu9`*oYZNE+n+5=;hv18;|uxmh2{1 z_0FqJ={L9c-)ruBbobs@Z|behDe38KQ7{WsYOkEG4l zN}T%oPktc~l;W-@xdx2HDMLhF2(U_X`JyN3EoC0n853i(_&<(gDVZFSYu zSPud=G6DF>F4lMleX_*z8{)O`mTA=OE?n4I=+YNnLoY-wv>m9+3p=uvgSRIa>`nYExq?}r-~5SDcx94!s=Z78B`m_^xKo71LuWb=8ww2*et zvT4vm3rP}QbFIn$6B*Can`qmuR7u+ObHWq+2`hS@l(5ZZZ?a?k$ug-*%9|umWTlkK zmuah^%ZDqFu&tWSW!O3}2*wm~o}9}we(Fy4Q&*rSX0HLfI8X8?EvL5VFgB6a=}sBe zqzhia(U*nvBr?5z!DtLIMOwDb=W9sZVXw1Gly ztvg4ywa#!j&&{;E!tL)w|5s_m-IX)l(rB)cC!N*St=tQxp_Y>wT`%e-Z)zoFJGI?( zx_#|GSibC$`P03rPWf$xR4L<6d~`5zDMicDe1}!*BLfK_v}zas9M<&ihScswa6f_v z5j>3GQ3Q`8c#?v;t?n>;tlj^_4F?{+)!L32#yMJWco{}&UUaquk{dQFBdAcbRlYDxYjmrFGvdHs2#`@;-?lX7neQ~D@ z2gBKj{!D}n(1>0f*+z7fBlJ`?lPx6aKTo4j1BLufCMmpdjj_U$ZoUr>t3#=32hIkw z<ebsAWx!N?|#H^b?5GSn}E+>ERVQYZ&SCPnS z{)LWw7Fv0-NUH((ih0R7&6BM{WG5?yq?MhANLG-!WF92X^<*F=Fs)~jsa&=r4-Uzw zs|5;SpB4GgV5KXl~=3x@>zk9nzq^qo0$dL#NfqpvlYn=0)_s43^>` z;cfxVHKlBEQ!7)G$#T2NllJdlPN;^@6}0i$ix0iT4f0f{dvLR3yy1o7Y@B+0z?KIyvfL_~iD# z+0kXVQ6D!z(qd680p2uSsS-_jB~nx@BL?G{naXTQkyB%4VNuU#s<~WV%wiP;WOS+UT`c%l-j{MTaA}JNcLP=KFr#e5Bt5_scQH30NUC>0& zvo`u989p$&azi-MLtaTws12*D#1)NLAb4qW%-zE?hJ zuVJ+QCm$kH<8Zc-j}SQnw2{A#Y#W*B$d+uWFqz66rOXDMWLzUrK%`zj>z83dmjNG#L(dT!{yf0r$m;grX}4J?mwV@A}FdaS3}w{J_5U+k7- z8?F1QWlJ_E`jd#{d<%mx=KlnI|Jgu%pT6>PZSS5(_C0v*{#QQUfAhn`$@sp389!rW z8SmL#U)ZI06-wPnn2b}t5zZ%}LTM|R-IA$HvRY1c$k=tfM?yv_U1-aa0Xo@9UIqAr z2e`vMiOAHgcailc-@!k63&D8Fi$6UHo3rGf;|!=6Y1>N$TD#{nocjdlC)O|%Wge&# zxDX|mqcv3-lPVeQon*jZnStR^o?hNrDVCrNz?NsAzjcnqczt~ahg`9JD=*xrjwhiDN-55!_G@MmU_wp9-1B} z&AgesHYp1^nTy0;LA4II-=6HyMcbN{0m%w69n-wNMHeNQEM8cc(x$10dhW5lWXVM# z3G-W6O$bxiymqtHwq#e8H0nZ|flKVD{Cvu1p9>*@l##9?>4;vYd1pJ?h^EUP3nkhN zYpZr7)5R*&xyVzYaymsPQ)v9FB&pdULo!8nArhtEhORc-92ZjzD9&*fHz{G$)>@1Z z%?LIi*odGN!KDZ;M{os#D-pa4!PN-b5M&UvBj`k6Ajl!eQ&4xrnX>og57T0E_!klt zqGEvY=KPTzZ)QL$rEFWZLTh(;FtFIw&IW!?I=4}vjjNrj7oF8KZ6eZ&V?N1`E6y(@(td+-cG>3r!uK6Fi?0C9^paM>O

    ^>D6w zH-msZRqoEGiB>($>vm?~k zZb5J>g4+<>j^IuNcOke3!F>oGK=2TPM-V)Q;0XjDp`dOLo{zVh0>-Y1uxcG~{e zb`j6RioQr|tZY&ppgYiUe(Ri1u^24yL@Cf+PRsH&n%Eue!Fyd}1**!HGn-g%r)3)E zvS6{t_1}Me-=5v>VzcX8wB@wk)Rq*By|wcjD>6eF5~*UboX8f+4i`@hVqcQalnU95 ztAq=pmO$sDfWj%|xV43?G+Oh84(o6rT}#n%Fe)LZcaT2cTYE=iCD^_U30k*u`w)-= zc1v{BY6w50wTll95B2QzhpoWjSH9m$HRPe~#`BCXU^w{_g0CR>I)ZN@_znfS*9+>0 z^l5-@Zj59%Z?1XG@vLLg_N#Z=Q0DkD?Zx33WSs%}_o(uJah2=%SWfBR`Q-kackO#_ z&%Qkm46PKrT>i_zT;4i@TyCzZU3{{zZ%HNFX+t}>bPCytnsU_uJ5dwKHJQe!{_WQe zCnIMO2?I3O?H)$PaLrfV{o;xo1BKraJO&Eubp9U)^6npc|MH{PVfmF;^3wgAqj0o=66Ikubr*h=MJg%g-S4-Jm163W&yZ@}nWmzpnUAK1z zqZq)ye5g+6q>?vvJX8l66H zz4Kg~e)ZKYF} zckfxjB%!_h|Kjp2yq62f!_mu6bhjc*5bonWv?oVA2zK^A#I2p`?7xkRVi+5hboQf` zk#7!9=a|cvY$MAC?Gv$&q({`Xff7pRKlxq5q~F$#ri(;`N}knI+sGE>P#G8mPK-=P zU=TPyE{b87m$t04fQuhGSod1xc*$z?5(F7ek2=Y*bW7HreKK|8y3d z$aY4iA|R=o;-VOKNzGlcC6%kHsf-*{$wcGRTH@v# zlaXl%$mp54D281|)0d=eHvl-H`-BttRiyGCk*m|FRA$iawqAMy;`n~#!UN*?PFxgz zaYRvwEh?0WR;+n3P$()Aag|uhM0>+XnP{!$(&5X*-6f+fu}=Fh*7m-*Tk{Ov#&;b1 z?5rg8SN}@M_&ySRjf@%eGzuF%rn2d8f#po&!DgF1j$~9(Oud%C!WTpqWnB7^TK~g##lE6JERM4W$)%$i2UIi)F8s5r-aESadi%>RyD za6qhoh>K#_#hM6;6)NwGFYbTh+55WPstHii@IQhR=&@`x)C((dq20r@>p_gyTPrOnU^5bJ>9={-el61~~pYqZq;Q zV8uE{b6n?(DM`z&Dq> zqs<*}M+{9N;#w8CT8(zUnb@%AuICUHkjwJOr3d7)Brb|!m&@DEmQLr=TG8+D&OCKK z-n8bCGevIy-Ph>Wvt8uw#J8CQ9t=HrbRzLhkr~#g#4qFyiW9Ph65myTK8os6N9F4B z_-j?yIymO8ZlHN|MkY1TJoLCIhP`>5an1s5br=&xuRBRcLr^5 zpN^hg#D7a9?3nE;j3~}InteRc`scnu$caYCIg={+uA`&*phY2wN)D~@rgbz z5|RE7A~UB^>7UhCi%`1v10gsK&YO)mxtMMXaDO42gdJ~XoC+Jsxh?Yrd}x+31WS?5>VukFA6+5VfK zroC0`f)2M4#yFH7-Ij*;w#d>8AEr?G!A!UR61l8EV_VE9M$q(f7@1z&j21hdo0+xn zB*NZgJpBu9DS4Il z0n&+(u8Um7Mul{E(^er6i!ztIf&=mP$TS2b_1?HBhFwypkg;TSo}M8{SJ+^})kJh+O$bWq1`o*{?hFzqmk!7Tn789EwROz5}f{Y)-lI3#Ujv6Va2=@0bHr)QELq;8fe;Rx= zG4$4sfcjCJ-$dkdZS32UtlC({5oIt74#vN6k=Gbi0YM*#i(=RXeL8F+5G( z=oyiCc@RlQ%POLtogSK%O;Ez8Hl^%pB&=$PsLKtAct&Kh0wSIo7lmKMF;*>V;UgMx z3>1or^WwHuYvFTXWEVas@#Qs_@|$8>-!m`m|HMOZ0{-+(VY8Yh(y>Jt|A38J31CGz=prru(+@-{Lf(-e@@4RKMZ(eJvrDAX7%?d71x z;5MeBZp(_@oo74Uxw}v;$u#fn&7moz(Yzd)HH|i!!&GMmT{3S6`|?YX2?(^1=Y_E& zci`=mGqr@a(z(e{qsJ$@Xq7~6F&|$Rjw@+#rdeDLWcG+!&OhFaAz^0XT^@ga`9z1ik7OFW76;f#&Cl6cWSk)wNAJF~6 zR_)n~#IAk9U3+VJ?V0Os4Int8pBS0uz)*2~TonE`6Jx?wbH2o$c6t@OAc1mzWw`Yh7u<{J1fQK(J5`fBQacqM7xeE%(T6P;f?sO`HH zu8qr+@VgW&0{Je5SsL9W*jdPE^Kj8!f!uKBdq}8-C2-d>O6O{{)oHYC#+=6D1RP5U zk$hJjXbcWnTjH`vO>^bAD2B1+$)TUgmzC&}U9>#^(Fo5kB9><(SEEs}Orb@j&_S2W z21W2x<>ENk85F|_wzZ#gvd3(zBNKP%eo zsT3;oPL{S&Pt#jYUT-VoILAbHAhM*wTNx@kn2D}Ga#?|f^(#hEpQFEB<+<~h243sB zn+P|RkHd+Ie5KdmI*q44@g7j`RlR{nnqAL5T>MY^r#3#F;?bAh6dKc!E41~RwQ-%< zOh(Vst>;s-`E;(D(X9_=Z9=}$>% zBwX9b?;0(N2PdjZ{3yyib;@cCz4QK{Z1qB^MF_w$3Hg6=;WKeD}V$vlU{^R*@EG(8uB$5&{$ zU%Fyrt8Dks+nQNi7fHtxt0Z}C-lD~4&)4W~=2AIZ@!oi8obL3}bM&EEnSvpM_0mO= z%L??;g^Z$ZFP&F+;ESt;PuZw%u4YU89=La?t9gHt*4-Mpis6G^fSq*av*f14;*7Gw zzCCiu0p>QxMWJT3H6ov(Hr||hS!b#OXMTE0v`fnr^fIm7z0KWj=o&q_y+wbkS4EAH zU*x$hGD{kj=b24gsZMbBMV%6;6RpQRbxPQEN^qTm`cySCbpe@|;-VOKnNQ`@*4imr z$a!DiZz8LEBUhzSSxu4i)+C?M)4z8`E;t~DJK~}kb}<~gfsUd%GYvWDwdoqoEHbh9 zETn^^6)}A#a#b4@({XfYm1#}j)l>KZwdsjPiL<32g}6<>5}A~M;C9DFG3+Sdd+gZmA4DX3BUhqPkxa%V$u<=h^VFR6i^$~$`2W+mDE$17p-w7|RMe6fC=?Z^ z$E}F99-KL{-W$%F)B7IXz4z6dJkzbQ*ikQ!Z66x-615vly*w&%S%KDcIHRbmUK&HX z2;@4s7J>8VNn|>ejWzW`8|DfrxMwD@6`z!k{IKYJJAn-|I_>x&Wh$B1tEE(qKxJ#8 zw270?vXk+xtjS!VL*Ao4(f)2j=p@N(If*x(b$Wz2UE%!a*}vPcoZ7;LylJ(p<1CQafxBH1ec`8+evIl8X+IjcZ>U2`$rot zBWpmlE4h)IOE`fpKXrL{+d5CisZX*I*)Z(!a87xYox+BxuA-Z?W9;uXv|j$}sAe-F zilgmc0T&Q_2y~vYlm;ndIf9i4E<$iIg0%>m5o|!P z5kV`0OA%a-;0gp+B6t^qs}Zyz$RKD((22l6kVBA1P()Co!2O=^$Qq`aV;QDw=~&Qj zlv?-rDA9nwTlnx+s$3f`;haC(RWR?2bKsvy@p`E=@R?Rzm%`2DEj)|~b zBpcy2_#|}c3p0guc_D8*=WuA38~*%(Q@bA5;N))_Bzb2l-=WjQMv22Z%|mFxk05xA z0(UcBbEq<|)@HYYUd^_A@&m`g=SR(hu(*2Pas3!1Zu}Cjz$qK-m9d)o!2I!BV@FH7 z{}9S=8}^oQ`oP5Dp=Wwj+cI4?B5uxsfD72e;$oL|@pga-#zugNMhn29Mk~O0;}ZFJ zDZn)2GJrA08&`RxM|yH3FM z0zN3e-5{|Y0(tS7-if8FxI#iV6t(a{B}RUG~)q)iN=EfV~vL- z_AtOG;}L*y#-jjZjK=`R8jk}^H=Y2PWIPEl%J>MtXyc>u@nZnvjgJG&HJ$>PVLS~m z$9M){lJP9SIO7ullZ{VG>^X^j3Sf-!X@H5w^8n+G7v#4W0Y)1y0ZcG<%f~$cQ;e4Z zCK|5*j5A&p@S1?n0E{(03ozdJoP7K|z(nH<0Mm^x0?ai26=00zl z_=9AbPMV2tta0Ar2s0E{xe3ozdJ9>7H7`v7B% z9{`LqUI&3NX%?CcjM=FauzeF%w{-F$-Y4F&p3*<1m1!#vJ)LS7L_)OfZfRa3sJ)<0yc! z#?cZxMqfZ$8E*lYU|b*{{{`SU<3fPx##;eSG2R9+!B{}rACWs&zz%>zjXwfRG4M(N z{f0|TDTV{YR60&VP&Fr`6^vqc9HI;sb&A0>L46Dw<(fmQwP~1l%X(UTqRPEA?bf0# zNGV6>r`C-6V6Sn+rK6~XHKT6mH5OZct{JtX*SL}*^Y8=yC6A}~x#RrhJ4k*gq4*R3 z!6**D4BwDtM{l*Eg`ClZt7SDI7|po0$)AT3W%tRSqv_Aj$)98B&%M^4Oz*^t zIpdf$hZ6A%?8s<}wAhg`6xn7+#!}>Nip-Z|F6~z1pT=7FG z{w+H((ErJfph`!rvkDkTk+<5B@f69}kqH#JT_O{1ASp$*HHfsvkhFdWG-Fs=Gn(a3 zuGu+u1U0+Dj-Y1mwIH{?%hosBhlwh*Wuc*zDr zNzg7n*0~!Pc-=h@+Vs8w6}9MG|IE&Pc*R0rXDbk0L00u2uHjOBmf;9y!jZi2NvJW$hnP)=oQu zvYxXeR94j*lj-qfH73_)&@f#o>DU2bXI37ldBt!Qt&`q>hw9%D`~$%u7g2C1f-wlj zA(((*5(T=ErfGp*qU>TY&v4%ia>`)?pfDRp2HB#MQ{XyqYxZ} z;5Z6&1A05se)l^1^nC=cBlsbLA5);S+D=HJwj<%!Zlqtnf#6#d=&Z-n&(PxuKyyc` zAKgX?euChnUJ6b@a1Da@Ab1~w?G)&&w{ZDyB17c&5xkDzhX{U*;HLvx&ajeC2qKaKD8hyAlQtcjG&5OD}rtW z??&)m1n)<1H-dW++>hWv1P>#46v5*No<#6@1Ybn(B?Mnauopo;g8c}7jo>#3euv-> z2qwRif~g3mBbbR`Hi9__4o7e#f};_fi{N|&ixFIa;6em%L$DOVRS32rxCX&{5WEk; zT?p<$a36vP5Ilt75d^Oy_zZ&2A@~V`pCNby!QT-41HmCzQgA4OF$l&Xn1G-O!N~~T zgkU~`(-0&OEJSc7g0%>m5o|!P5kV`0OA%a-;0gp+B6t^qs}Zyz$RKD((22l6kVBA1 zU?R8)!OaM6L2xUA+YsE2;7$a0A-D&@eFz>v@DPGW5Ilz92?QTO@OuRRgguN$ze-GU15j+PO!Az{FTu2*X_;7>q%AK1ojt7dZ&?-NF8-zSXOzE2pzeV;IX;}gbn9K4IqZeZoBC`-I5|pD;P?;#o<>Fg>Xl<|!4!gr#DbsSv}=Wi?~WTlS}2 zJb|g$cWHJ&3@d3W)D`3Iy^AL%JAw5H)0FQMCN1A5OkuuHn9%G`yLe`^V-{x2bG}cQ z^?aW&2l_r?M)ZBc{AhpL#S^6+vkJqs>HCC9)b|Nfs{Lsf&#fwkN!E^8NHOL5K4Aj3 zKkecP7%?=pT|5)37-m@&!(6Ijm{e5^v#W|>npH8(w4WA9TkJdqhe5fR17+hia{AtF=$09 z2K7kApeLyq6ebme=A>fKo>UBKl!`%>QZeXMDhB0B#h_)W7}PBlgWjcLP{33SnwW|~ zB~vlzW-10HO~s(CsTkBY6@&h!Vo>B%3>uw^LA6sc=y)myWlzPR^{E)tKNW)>sA5nE zRScS;ia|wGG3bga2BlHOpgpP>)JPSBKB;0*EL98|riww;R59qBDh3}v#GricVqZNK zgVUah!Fx}|;Krw7@aI!8IQFR+Jp5D)u6`;8pFb6Y%83{Zth?BoO2yz-rDD)VRSbSI zDh7uc6@%xDia}#_V%6GI9Candl??;s-dlQWGwqYD?ynX_wMm&m7u|yiXKA+bj!H9_ zTq+bQ$#QpBTOrqL%ppagHm*ftxAo4ymbKyUkqcIHZAzKkNXS8LNgKT^L!PO2d?|UB zZKe2F@@XZ<H0SEi9&tAaaiYfm8-SU>0*%)-PTF#pCh1E_0nHnMj0Qb zPtC?%2x}9WDeFt?i^Pd(6}_uS9wYh&;!anYzD%*dEGd!Kd9!g3XT6t0_#`zO_tD>` zaX*E$$a;_g`K0}rB;sPkSoUCZSJ81kM77^Wgi`J$0+tF`CSbXM6#`ZYSS8>h0jmXE zEMSd*wF1@&Xcn+uzy<+t7qC%4i-1-Emk792z-0n17w`@NR|t5gfGY)DCE#5Gk^-(4 zkP?738`ah_b7dr^3uqV6A)r%0R)8U3lYpE6tf~lEUO+)WQNU&aB>`mt6#-QNTLf$s zAO~9~F*vAE6?Mg|W7VwOKX9avhz$XPf zC*V^8J}uyR0WS!6QNT+Ab_>`e;AH`?2zXV%YXUwa;IjfgC*bn}z98U>0{&INmjwKq zfG-R9ih!>Q_?m#P3;2eBZwmO9fNu-7jl-wF7=fIkTMF9ClP z@ZSRdN5G#1{8_+X1pKdnzY2Im!2b#On}ELy_=kXh3cx-(H6rYz6Tm(?0qmm_z&<(w z?4uLFJ~{#HqZ7bBIsxpX6Tm(?0qmm_z&<(w?4uLFJ~{#HqZ7bBIsxpX6Tm(?0qmm_ zz&<(w?4uLFJ~{#HqZ7bBIsxpX6Tm(?0qmm_z&<(w?4uLFJ~{#HqZ7bBIsxpX6Ts@9 z0QS)dU>}_T_R$GoADsa9(FtH5odEXH31A}_T_R$GoADsa9(FtH5odEXH z31A}_T_R$GoADsa9(FtH5odEXH31A}_kMPM+yPwIx-`!i}1+O?IWImvzygSr^sIde)#>&yuVa~WpB|apfrmXIf>5n zCbHeRts?@n=)6u>!uN3uw9#J0(D55}J}XD}y>N0nYWzE~+m+0^N7zngN9|-f`%qAW zfDZ)$_)rjl4+R1EP!Ny}5cZ*<7S(g3qsc~fll3!`-5gE!ax~e=(PSS-lU*E5Bg+^J#;}S1&T$B>%w(m^WZy=UT^oDY zv(aS7#vb-->|wV?lf4>Ec4{=)r_p3PxXGHB$qtRC@op~VJ&gIi9KMggyr0AE`~@1A z$qHDH0sX7Tfcn+L_G*)ruO4Fue}U@N!yb&LaU=b0vj3vVHfxi$E|Zlm(}2!pvKiZC z&qb3R7fm)so9wpO!`5k&l`WHZI8An0>|u{ZlWo){>scnNStffc(xQPeKfvLG6!x&E zVh`JtP1dh^*iEsAy%c-cNzvrZPLnOhCTmtEZ)}>z#~9DYIfPc#!%CIOzKJHgCYtP- zXtHCXX+WPc4X9HldnKCelxVU~qG>>tGT9^1WQW8aV-J6MnZs8&e3il;<2C;KGaN#L zGT9N)G@w8Aup43zdm;9)6QapJh$g!rn(TpSvIC-Ne3kQljYDWnJqDDf9`-#n4X8{e zdmftXc-X^!hbFrnn(TFGveTi-K8Gf|9GdKLXc|zIOyft4?Z+Jcgunch!=G{Za}J>) zne1q2vY(;JZic1-?Z{*&Lz8_BO?ELf*~8Fe2Sd~NPfqh24xts9>|AKFZ=uPqg(iCz zn(SC;vR|ReZiOa$6`Jf+XtGbC$u5N^dlZ`NP-q(e$2kAS;omv@2Z#UU5Gs(#8j#5f zkjeUw$?A{E+K)=?$*PXYnvThej>&qC$!d$TX$tsS?8ji^dj>-Cs$?A>C z+KtJ|jmf%=$*PUXnvKbdjmdhA$!d+sT8+s{jmbKV$tsP>8jZ;cjmi3q$?A;B+KkD{ zjLEu;$*PRWnvBVcjLCY8$!d(rQ$Y_;WG2sJCQoBjB27v?Jc*e+hmox53ynM+VgfUH z{-Tz{e@|xFVe;x>8=1*d7nO)#tBxJz&| zE)-rtcei!--bShtv@+vW=u2Z+$?7#Lz1R9wBja!MyOs2_NIHgXRDqO>dfh3%Kq-w; z1{p{E7|-&g`;sSJ)%Y#NUGws2+`$GLiA>85OGcL~yc1lTOh?W;a5}k==LucX&8v-p zl0xotgpRy|Fn1f@mcM5cQO0*&-@oVj{sY(d*ZJ>iZ5%5AJkQrA&{2Oe<`~Bip3YCz zrdqtt71AlFwKJ2grBuEw2aiZ^+a{bomQvTICv&N5x|4JXJ15Xd2BZ)3VN+5|tXl+n zYhzdA`ng^(&NuYbiLp4lx&_aZ*9st z)_b)2*iUz1A6KTAL(`q4|I^2MC?~gYB5gyeLl33*EEh%(k$#eEvn{pPLnPIbF6-&s zmh8xtlJ<+j$uw$8_ex}n9n`eNa3<*zl#Xr>-vY%slaO=?q@xFEduyk(7N|xW*J@&` z%x=MJyvrDwmeQ6l->`~K+?C6{RO$)AQVC76Nay*<#;S9%tEk^fLT|B@FkvU;a$BiI z$SYRdH0YLzE?VD^y!2ezdV+2_Su;!7wrWMs@U`8`h5_!yB1fqi9Ylqu!rCB*NI|rdz6jIr4G6`qXNm6q2mFzXF=_V_b zmzGaCu03>D$?2=TxYMhhQ07P+>ib)9xup_I|q z($VNDwJuzLPg*!pJH4cL5V!PFVv}CVLo?NykiAICw2$nyXzKy1A{j zq_Z2kLDaE9qUa$NS~*p_xB)bS22SLq!A``oK5K)O<@Yb&z4w*Z_Vqrg*`09T%XjqM zaM!+_&-6Wf9la6DgCe>H_rG(4g;RsoOSA_-_sLZ;+{@hKwx!D1bh($8 zo$@;~!v38ef8gJ1Gq|e!c;{02MEIt+S97^UmbPsY)-pWQ~I8+_22%fzNhcs zxAR$0GOMkW&2&&#EhO^9VOirBkU8v^+RUY#T&^qS-U1}2hg2t*tz46|2WBrju~L>i zzA7S5!p`Gm`v}Lf$W!tlK*9#SWX1$`JEb=`?n9aNdga)%~m??F0@!%qMdt&wl15eIa*r^ zfuY)G)hWt%k(F=w&ZFX-HH3_WHIrC(V3oa9pKeVi&2mE)50+~FvO7(Zc7mxD$~8(} zrgIZl^Ov0?!8xq=WW7a>Z{>$7xu}za^`%|iN*nD_duGWZYRHMbHMA0Y3z)G?P-v}| zf&tEkREnFDePx%YxDtvBsT8*%D~Gqtv+VcImQ~9YdL3ywwKm$QE}zbSt)-Lhbg33k zh>p(2445BeKqlRh$|u`Xbb*$a31v{l8N5v33<=KQC2Gp@WviAnYu59D#Doh%O5@9+ zXd>CXi2hG@c4HjF?O$~F5?wguVGC?#g2P7u-dbWDUYbr_&WSO_r06=+ z&5P)NQO2y7Ixz#tI1jNc4pOXdqieU|#A^>#$zmbboiB8eD(QUVx$u3Umoa$hwK1q6 zQekj?BNhKxYsOn_y~Qmev`J{ad8jTxFBut`VlZ~Axk3!z3Lx>)9E7C38kD+`hJQvBuv}{y76QW^3?Q?8N;I#cr-W z{17B_odztK-Ll}!LdRuv9U;Auu~_48phKzaHX{}LgLKFjCIr@am%47}R$>SeVt*lV z*bh6<;-c^62M_GHWnQaHRr5jAi9zPHca*!lLnJl=B&C-VNa-C2XVE*a{Wsp(|KJP# z_kMg|?*sikyHH9<%cJ}HwxsAfN9t94rLVU{Y&V3pJkFI+xxA&H%=+}YYL1#wA(P5k zlLTtcPtIy9*Dkqq2?z=qfyLq=YCb*M;0(GBVaY-+!}7QZ#D$E&f`OD}8te&!8g%XX zCP5gubxc@dSr|Y|$ROdTg`Vd0=?*u82F~dd3ENE+4an(b(j*!bigfcLtWi|@n?o7^ z<4~Ni^-Izm9cC~ic7g~-Ffb7=1YTNZv8)oSHe5ohZ5dNQ)A@tbBn{jl$B_+oq9p&o zBv~CKAQ`tFcWICezb3(pP8#fkDn@6iQ0?fnd$>a=^Q{*|GIlSKejUTc9#lRAyFCJU znYz$f?q0-tkG9g%S+th!d?mF_Yn9wK%fayw6}^+5fGI(8^zag`gTs319jHf$itf!y z)M4@MCGv=kscuqb^SZYG`49Hp@`3)_pQSgU_rCmLP;+FE@w}MsCfnWJD3cR-d1oi6 zo#?l~ zO>83p85~uAB?mgNK_W(Fd&Wr;LOPs`()hK<%sy-nMmkofd$CLzEE|Oj>?bCwsVk+pvedkAi@ZB{&GMGeQj` zOSPAfvuGK>Xk{%RdiGjeVb{`0hUi2qZNF&i=+;IA|A>Q;lp2&?0|ZmNsl?MbiZfHyNOagKDoqHH*AgV(@Tu z?KRlxptRYHI7gA*}{huNctW#R0(q5pnXX=XaAsB^m- zpZ2ST{7@TbU7}7@g^WAajo0>~U0M>8_%uiiS+YxxguQ6D+8&heBU||5ZXR2(K*z|l zj+ij#TT zFzWL4Fu2-=&34F2$zdyC-y)jA*%u>anf2>!$L!L z7cV2=@*B1)aB}-!dG~a^(^@gmGDQa-zP|6#>-X)tVgHVg_C0;~-j__Fk*4JSo1Z># z&kZ0mWKxpN2vQAfHN{IGd}qQYB|BT4N$G_BPd~Kp={x)H-M#;b8}>h8?tksteNXJ^ zd+PDMFFmMiJ|Tn979W4${Twz3ZSm>D$CJ|0SGz+>v-Y24^HI7yYCn;yh)vR7_5gB! zs7+*j3tOW|I!ThYmz}ikFSSXMcx8*Eo*=0!HeMC49VIDcvF2=QYV%q*@WPD_sNgz! zdKR-x`_Ip#vYt=&R={#jwhpOOMR1L|ry}@ZS7hUcWk@>Hvc*uNwYJx+EFnMCW-b$h z!wQv{P#i6?mgR)~a3riA*);7)zW|!uNfLGvEUA&CcC=$xq#Z%$1 zAFZ=>jG{HGXz)`lwA`i8nV}SI*pc~#eM@MoKn6)~UxHtmYoX;vKu`6hN(n-c@FMV1 zxP0%Pod@oDzVGGjeNWu9@9yiVtM9x1`Tfs4wg1WO()qDSe(KJBAAfw`?kBX3&CRq; zcMomT^*wQ0->#e0aHWhXZX#4I#6N?#9_{glXEON2xr{09%&G<|vzPh{qf;-o2cdo- z?sKzs4433Jk>8SR^QklNnj zwdHSbCd;txjX@XdTi>};;yFvAswuqVQAZ;+69?>A=r{=?NrSyhCFSyGu#%#wuP8;W z65O@G3nX|EnAU3a!Uvf#xU4UuEVW8-XKFr zTo$^T3g@9qv9*<~=GJK-?b|GEmxSSMAYUDzfwXV4)L+WwZ6I$B($|75WnEiF)|(A_ z2{tRZ6u}Rl^=Dc136W~k)h!sj)<9de^q@?J?k(v^ri)c(9voa6s4lK}mM%v~x>;FhyS< zfFdVL!p_1Jt-RPqb-H$uh3j;!b4&4bZA&Kwpoms}`eF_5p%mEN#U4g9XX51Erq&E@ zRwSWp)0Hp24dZWsRJCSs=SXmlL@DPL?VI*L{nWla*X@0A``#Bndf+1;Kd__L_t<0o zFTU8{a|_KC8aab4p`p0~wkbW(jX2rGi&*qb>O|h=_D#^Ej1%r`q`YA5i~dR3yhJ6e z_D0*D37t^5jN!>C~&)v|QP-J1Ecb3q5c!0HM2qp-J?p*t%ZXEn5 zdsmho(jnI_GB;)Ob8#b(;@7m;7Cb0o% z+3YMunIxQJaGAv18Oh1bRf)uAwHRe1ikB2ph}@*qS#*@)+MG$!IXz6gn2eIC3hDnr zT^Q#m>Mc413*FeyFUJB)!olM0OIL_uqOHaxjCZimg)X8U=!APRb}gXFG9kAxo%B`# zhA5^}TVm6x&7*bc5>|HVDEegYWS0t_pu~LRZF)E!QcuyhGACS_y>+^*Aw_@pEqy(A zl9yp0|FQ3tTlej`mz*Q}pL??Z`dj*LyoYQDeLc_1`eom1d-gwbD~8~D6)KXNM?MzL zjLUl+q?6b_yf_M6w?dLxDuh{#`mU#6HMK|zk6pnw^}3pOooSVAIiy{773qREFQ0J= zx!(N1*+|FaY+iznT^;HmXQc(7>gba~ioOjV)Lu$(0=nLULnx74UP9*ZPYdKH&+w{v zLH$TxollZBOG9L_lkM}#Vr8@K$-y1{cV1pN*%GAAayGWkCn%fa%zZPzCPpKIZzWV4Z+)GIMQCbJxaAk!J7cdACDm zSXbX$G(_?WbU67vX+fl z%X^S1zZ*w%Y&`? zT*X#t+M;7D_4$ zF_fK@UD{fpwduSY%uaJ8qgd zzqCWB>LiK!@6jw9B_4t<~H_;2sj!R-|3H4Joyof?3#JyYb2X7hdSw)wA!DulDVJ z9HmWnPU2MxMLy%fXak>XQx1IW!(^M^`{JGh53`rdbn-o|;^}aF}j5}RiTdj71Hng*n4Un@Eg`Y-sx{yYn$6Q_%djUrR2aw9ZD^>Y$NbrUm5! z9oIo48@K&?ZMrS(jq;#5&?&{;N@jJIvh##EHnQD42>0{27BRk39RCJnb9W`jDWmVk z2lv17ifmMa0;Q1qDIjYejdAjxw|e_LS;-c~PJ=6gTnf3L63Na4k%^1;7!!CpJ%Q}Z z+EZxZ+W*M*{s$i0_kov$Dvg||X$GKDH8P_1-?+W+1s-0Mg5{@?#&$NGyE%kAi(Cqp zpDsI#n>#aX(QL5rfiud<)L$wccPtk$UMEv+c)h&bnW6{kxuKnc!j+S$zi=mKf^#M$ zC-dXTzI&gv$k_YhQ~f)iB=>^8S03JX9eZE9ukWc3lj*=}M|_A81TL#PYEdD~Dmq1C`|E@~ zZO`=LYAHb#I(!PM1nmPj4V_+W)alS+Do1;wdU{ilo|N~VInaD0AJ~339T#<4US!&- zU6XAcc6&1X^0rr6w$pGQRy5iL6>Rxr|FuwYTdHEa(G$0M!=Y+bp0=874o7rBNOfIfK8=%j* z^2)}t?U0G7_@utaKd|?e+dV^ps9~+VqFah0L0h6O`*38rMD~mns3V{cMRI;Ia7)49CL?Z$6IH+Ja(v>8s=d5epEyvsP<)&&D9r-VoHNqtF%-yn!%NYmRGaJ)w8dDxb{2vR>h(B2$5j{X&H<>8*tk zr)QyGKqK=0*LL*PcK1E-0G-|^<8vSBThHEVokX_QLt5VrvsPgCH0Izgz$F`2lhk*584UuI#$~UyU@**5gR>r_r=b+4C###& zy+SUH%gzGpUY1&$orT6MWD%iTd(}(QX`L3*Y}(M4uGrWrW*A>iZQi2AXU``OMrG|% z3X$Xex+!1SO8ZG2Xusu3)_SDdD`VUQ=o*~uya^{S^<{f+Lq*r)VUufnWvlnJl1Vo=;TtS-PseVZ3%Do1ZDS&|6v z^m3SrZlj=4#!C|}xpK{A?o4uuOEP&mbW$q}NtZG@jYi%5pLhs5;HPhrb8e2GY!wf# z7xLON^|Wj41YI#1`AX{R?7C$Q)=~NPpenw$|AG z@9OMK=-oqX-r){zXHZ9He3uYW=}S-^E)O!6N_omyXJ=RCh2J`)HZklRszCqsLsa4l zl!%*wjFnuXu^Jz6gO72sknk2~AhQv=NNDUXAVyJ#38CwDcMBvU*MTNnSqUeH6dr9j(dpsh`4Q>GcaUaIL1aODnXt3ylZ-8)pa zjdLTA zIm%dO=S(zEppiwNX+xheq|d0GAv?QWL2m9Wx-=@r3Awr03GIqWzu>XTwbNyjm9&%B z!5cDp+Bw1sQ0`fFDjTom(8ntzZ!_Ras6via%3W6WMw2Y9yaF=1z%S%C^1?55p1*Dd z2O&hA=eIEgB<(I*NHPk4fY)Bjt0I(whm=bY-Ux}D~|e|~WK+&X)&{q1S(wbxpE?P5_Q%)C6a zrOXj#UY@^Lcy6vJb~Kc1xI`yR;9h7Jno&hrKI=Hu@)ZlqkIcwE85*`)ZcC|*Ks7Vf z2o#IY)l$W}a zN@mJXu+@*Wk|pu#Dw!$6!j@f0q1ZpqCPZ_D=s65g|M~R8JpJ$j4l(y-FKZ~V*Fkt0 zoPIAJ`y*1CFT12s>^HILku-`h5ldW5+!u3Hmc3WbIatH-nP-k?n);fty9^A^TEy^D z!a#xK`Y+=cay_dgln)`;%}b)tv0NpCN8~D&{0b_WV#@V@vcC3gz(|9cT+Epi!=lnz zcAm1~HnNc-vKBGiOBg7ET>q6ELvH3Au6=a~x+=-7EEXLm&#MRlg^=sNnj^^dw-yAa z8kUX`E9sVG^!RkxmgEQaWW&nPGWumV&>JFq8{$~ZH5NF&++zmBR-(dhcG=T*%WO(ylHroE^9g5 zAUZ~I6knduVo+I#J4W$zpo;U=lA=KT7DD_iLi|>axN2>ZO;H-!u4-+PnJFxX)IEXK zi9L`ddWOt^(oXiDO+&>JJwqk}RT?C3r|M8dyZ$?Pb*i)hGH)R)9Ja0SqF^mflvb;> z0g^-^KpZC_n)qFWiDKLJ-_0>u^i{)yqC7&LMPDVe=Q9V5j03bHq9a4cv`D{9Se{2% z-ovp}ExxjHh4x|l64pFKNQ+D+r(wRXNeYGLVH8BiTehAumr${vWOv2bww^Mf(5BM> zcrR7(1ysTJ@e1a~ehDvMpk#hgkUsxd7(G@=BBmMpB^660#geJFJ5wKW1>XA!*$WBT z2RJf|0#Ej1&KtxEp3@Xq88o7{YEj@xGWl>Ah9-Yu!{S4P?I#G^hdH*~h9&Epw^~WS zK9;3~F%3oTLr;B#%A~-1{g3i8tER;W;rptlMP(d6VEH&|TT$IYLF#biX#^`|#gsHg0cL)bviM=SB5EP(_GeT#3MttC0O080O)fb=ph06tt8)#5L?ooe&`(M3^D##MEAt4iUQw(Y)6AOu= zYD+3>C9|-eWAv-Gq_Qe9mk{i}L?eg-ME1YTM^Ij}#HcDHNVsO#y@qO*mn?Isn#o)R zHl#To%QYomo@EtfUQ3BpOQpyrA-Kh&E9%JXJ%i%#d~Hn~Wv*gDRpNlGqs(j8k(D?~ z9cA`n(Yazp_K507&U%^OMzNx=ql)IL1({X0r0()DJQb^$kF0H7*^EXB*Oc9A&?weB z*9S`Qg?bO*3YL;-*}RribX0t&dfd~3ff?nS#tmsjZ|hWbZP%@2*Vo*!&fIpplWw z3&!9gGFpUXI}pmB3j#8~VAEeCG;bm_UuS6g|42VjnAiS4ad=f~Jc3sqC$>tBM=d1% zlM9f(K?r`15PXv(sM>}T0vY#JdZbHwY_Jfa%569ykrbpix}+c)>05+|g1Yvp23DI{sqTC8E2Z1(_3r0Z7r&-};25tD70m&c?<%$Bu04TyM zw&E-X!GJ}d5`NOSpNV~wjmWy;ZB!Ca-Cz7!9 zdY%R%My`Z4o+7mVe^Q_PJoU+c@jm$>h1F~{#-3Okv8H)DH4RH^X&RQ6w*=>xxgoTq z0c_NBL#WJ@cQ&i$P%$}MHnFod<`>#6;bKTVj>0>r9ywc<`8ar1ip*DFiIt)@E3mHA zDp8x2TvdGk{zuVq@1&0VKD=SHTl~~yZ7gAn^8mQRjVpa$1tU3!N_rQSbS^8Ye*yjQ zZu;RuUUb!h1oJqZK#-;zE}*d?L=-9)B%W2BZQ@x4s7naLFA|1JIfg1;VhvH8d-M#q zKp|E!c-Q4r9)%9>U%|`E{WWCvd``4FfvGV#)R6jh4|FBX0FvWjx)ej#3p{afd_zxZR!zTX2X8M7`3-_<%KWw2NDAsR( zEBj&9vZP}U`gDC}A|w4#G+SfBQQ*R*TM6C!WXNH3I;f z(|`!BT6C^Dr92R?NvX)tb`!!662hA}!dz05T#>eFd27OhfX6t_1N@rkh?pj+Nh-8q zRaA0xIh7)^y@ZUy_4fCT*mfhw|E+Di5ds0DcW)(xA0vbZI6{k7MXz;TpkIqtMbBOy z@fTQbBP^dFEQdIjJUWc*0ka?T=)8>6QC5x9$vkGS<#`0B%cVRWXcrct!BO&%hhBBD zXAX}~QbD<>|TWOSMROI)Uoq`*%_cQ)J@)Q+NwoHnuvs ziqOWEjjf*38siv!{9}aRQ-t8DBO)k`W?YNF64n?9LPGGngdpMw>PCD`x zN+YWbl?)88APj#_7=DstuqdeYK?X@m3vk@EMMk!$gLMj!sWb|O5XnGvFCqF%Li9?G zsBTYniUE@A_EaNBN(Rm_^bvu^P!W`$iWjkxGi+2oUuOnoCMaW)1BC?U< z71tuG30w?hZzN=2C1h{n$m-T+rrl9-DhwqIk+Io~jPb_utI!lOzu-e}AvAwSXx_@v z)Jc&Xjj$C+VvHRU6)ie}z3Vs_VI+{*1(vrHmVY8F?auor(Uc55cu0@rrGFL?1#nAaP z!a>1r`(I!<`d?B%e3}3775ahV*!KU5{lKj^WqrgrU}+@W%DJdzHA3P7<=+qnifP;b zD#ySM8kb?P2E(-+P0pLB5EU0CevL|`u(tiL^AauoEix1pk8DIXgk0dahsd?~x5&s; ziijrY7h~lD*FO?2ieuaVCyvV^+e=*XU+(Xw$A@Hra4mAJ1S9|DIkhm6K=2JhKrv(c z-((2--%>w(oB!|~^}~1B584S)HLE2y`L8WVuElI7fysZ(Xt_Z5pHwzQpzZ$`FFSX1 zD=k|^q-DH>g|E$>`D8B92m|%6$|Yv>{bx}!g`n+!AKsuCuo&!QZRNjEaaTvPwHWMV z)#bmE21Vqeh`9JyhP6d|oI|K65^eunj>@uVNi_0b8JV^stgU6yl6d65l8QCHEs$M6 z$S5dn|3Z$;qHBrNx__T;xBpLB&GWS_C$UOa3cQEVAQ^{6{got|T-RZ?^wnj>aOe2`XZy4@f&x zAHLQiut_xXUrwhqjx8GRDndt5XZsK1=qwUQ5gpjCJ#ejMA(u$xzcR1MnjT3gDEw^y zQ5=QkFhmiB3P)QK$kuWgLW0Qu6|r!KBHE&5evmLx4BGzH98<+YBC(OZuR5M>#X=%c z5s|XMw!rmR!bP!W`;X(e_6%9|4HMZ=3XUb0c=kXHK#co$rh+L5^9Pz+n?g7ElLmB#`0g$)-w96^cb|pu(c>X zWb?{@MKeos(tWTH%obQ(!b;(0`yR(?Q9(kpJrO zWQFzMl%v(MVyd}{UW{~yAxUHiub4j0h1TkMKuiHsYOk=-K5GIB|SyC7HhVokXg z9q}mu=L5hZ2biqO13aVMdmNV)x|a1@r+M>^?sRpi{dsJoWcM-mw&{4Q|) z7~!Hwx&5bdT$XKst{)#c@UCSWpwk&40x!^ogpT6n_9Kpt`E{DSM5j7x^j${A9G5y7 z{Y;iU3@@;ygpK0n_A`#nvTo}{Yl81u)@?m^X%yZUoLuQY5PH9x@3(pmxv33KKI7yQ zRxe2wV(9qh5qg~N4P!H?|JfeXBb&nW?>bbo++-^QN zxq1=iesBKx)C%H2pIm*wPFz?p4>Rv=^S!&aBe?m=pE~)(XPwUY$NTBgqB4%r z+y9_PNRNBy!JOUcU|#0DM5Y4%3;OMTl$gog2k6h2(t|0-nQp|VuXL=f|5SSX3_X}p z>jL`lO#1VBdiw`@W7?g6q_;ci!Gz`ky}g1S%k+2}J=j`5PjCC_@d9f57t-UwM5;rN zJLtnN)8pgxU}qrirnfbEFjuvQQM#wopG;}P95oKnpLC*=`^MftZ=ayYR(jk_4`!nO z-}Lr-^thcK|3Z&95`tf#xBsNakJIC|^kDl>rV;-U`tw>U_m%Ya_w?9D4<;(Q;5Tf!;di!U3yonx6%lcw^V{7`~(A$-i?m6_Hzw@dOK->N@hW<}iyrTw z$G7Og{1JbW-Y%gc8Iyl5{kex8J$n2ZJ!tLkZ>P5x(1WR}f12Ky4&*)b_J{QNcY3gW z=5Nv)W6b}D-um>oj;Oqh-cHhEFFk&Y9_P^qw*K8hfBrT-K249GpvUF(^{41-wdfQEp|DeaM^k5pbP4xA5>Cf}%@oIW}o*utNkH4hHMfCUrJ>E@^PtxOK z^thPvZlSja;B9U75(IpXd$SweU}_OO8w<}K{7wv(60NOXxr7K@;fZJ^!)-U@AJ&)Y zo+8o_V_I9iFzFrcEyHh&6Zui`kw(qh>LZwcz6hPsn_q)PtYGEDW<;a*0dpD#YoZ~`$d+wi=`ar}R(zsRcfLLd)? zWiFCQKV~G&WnU;ihJuWmIe*j0nV+gs?VLxjG&6p@B%_S-phf#MGk&lnV;;U(dDEF0 zf6K_2pWNeWi_-EwYGliu7KO>mjI?W(_}fO-4XOv2l3RK?m{~qzWXanz4-s2ZyRVCk z#0Az?AApN~Rlp3{%ik19jvzQ0IrcSg9@!x!<^H>oO*_v*ch3#^H=33G zFC*{Os(pBmloa^iMyA~2EIb%x^vIIj|6%0L!}JvceVRbeIhS*yd9)2%D%MsnV2+@& z@g6J^EV9NsFIqt44n9pEWPEv`^mK~CW!yQYxYR>Ls;5%{oXDjzY0k?YXwbUyz`lJO zqh8X3ihzXQa8{OirIGFe+-N`V$#0h%-!2@)3*bBQ<7LLj%MQ;jM7X4f^2-ztFj8DX zx|41^+gp_1A1%Hwv4(iiEL7ffza=iu$-+2QC>|%04Op@V@>r4LpveNRM&)hS5~)tG zR9Dg|cigRU%qK-U^f$Oco2Tm-=^i|kP8EB-NJt{$+Un(b!rp>vgX@emR~Ts&p`9WT z_1D_!gX95uihY{RF5u2+4s3^!?0mZDNq)LTe0m0>kWX|i(pf(9bY8vB$e5oM)-o1? zCz@k97WrvWU(*6rYWW#!Gjl!7$dz*kEf+U-nb{H}+oRMBm-a}^Rx?9tWXM^jRt_Qq z8jIHnk>&a26=Kos%v{HeT-FLnHl(-yi$pe(n$Ynq7Th9+W7uW8N7=it5y@6rvV76V zyHp&jrXW}*uvZyb^MN7JlxBRbkuhJyB@@;IgPBFX&d8ZJx)J8g%<=}2<)y5G594|_ z1YJBv4*2pf*%}`ZiD~z;wt5wv++9F0<8Fiv`ccwMb`v!(e#1!na7)_7*_^w6*hqbK zFTtgSr1jTGBjid<`hmkra{6r}(`m`<3cD#I!juvlBAiuNvvDlGlQrSk#J_ zY2Rz4y;7uQzT+|Cx~S@Z)JS*fVlQO}4)ZnOH;n{WLhQo@b@9@|V9>=W*Q1J!{koCv zQgS()#odT`Ngpv1JU}MUTla%Tl1I&@bGT+;KDoP>;M&5wR?-z1ThsZ&%SU7_f6K`5 zP(4Yp@!n@7eQ>;jDI{8DHeA8A$dcxJjD(LEPRMSuQ}zBeBl(rMt$7J5{>2qRT&4TC zk?uioMQ7s%di~iRZvK;{f6PdB6^8~*HFhFoJTTIJN~ERD9`+9L0%)RdHKzYbBgN&( z3SC}?E2{J~pAl(jH@3FAU9n7c-ntlPPQ-bWF*8d9pMMl&X^*zXV^J{mBDcP3v7F3# z{w*V0&W$7^E6w=NM#e{~YOsSkP|8t8ow0t?NT17*ob5$)cV%f=-!Sq%T$Lr`m6;{| zi;+5ah~p&<1z9pP|C5n9UpCmL>cny$-^|SR*z>pmN!kfx(dE3dq|csUH5q6+~O?5~$$-tw?CY)m7omBIl*;pbT?`M~7cVitzP7?^vF^tm;2 zl(;x%v+Or0?8r-+NMCJsE^}|M*%XZFe-`~X&xc~t{=z>0K zq_~`=AjWz3Qn)D7e8fm|>GmNapAre)&){A*mmUt;yqKMnKt64xxSS?~+Ih<~pES~3 z#45e4c5Od!K4(v)6@(^kkfL9(t2`!iUu1m02xozoVSVRn{m{;1r_ z(h|f%iR7Uo9VyA7Xp2(1`$Z%mD4rSKAPN9=jpa^oYY^o=eSGc_$;G-@!Vqf7^Fb8S6?MmqpM&{u5z>`XRX*4F{1Ew>T)T1fwj14@ zNTuelij-eugf8pNA1f+RKO|C+E*?e2xKtV&z*M&SZy2AiHcrmvYg5vr11)p1)Q^cw zUt%;bUGR5f}x_GcWzcECtZTa~-;xidY z)>a=v_R?+yu{D9#wl^58q*GXZ7fG%CLlJpG>i}DC=JO~=I_2t@0q_h z+Wn zd{A|MOyPs7^kWMjRIUBO2UYEd7e1(ZKe6yZRop3j=*S8_-u&P>vVspOd~juss|z1g z%{LT2sG7G5A5_gBRrsK4{N)E7{l@R-da9oenjd`CRM(gv8j947=7*;GaI^U#P#^Z0A6n|ewdRMm`mo*j zaE@w_n~dMja~+jqr}5=nSA95Od^peb)R$d_FTVP6ec?-9`Q3#tdF^j0e95c7x9}ye zf2Z&zZ-5woluZb^YVqIIk zg6w(WQc6k&SScl#_Zf*EAQKIiSClR9*Nr3>LTZJEP3C{dg`AC(DSB=7NpxTNQZHIr zhJGIAi1_Ftydt44N$2TWbyC{H_eJSK9wjo9=^XkEeq08U$v~|q2Sf_;hCzyB@O@25 zJ(CMlw;3rOz*EEv^I1>H)wdf-uHZ>XIYVA^vLde+iO9DC70I{!_Jcv@X6ltj=6qkx zH2_T4V0b~Bx$iY{=Yau)<2g1q%E_NAS4?+#lh~UKVl2ozQ_Bpy#G3hDYvjxIGL~~R zX2zEr86T}0PWNv%bG+5ak#Ae=2SCicuQBrORi)`}#;4}ZY|?*=LBFyuYzHn(Vs9{r z<->xk;I>mGX6`o|xwY6{X~x1~4;>0Kv%k^Eo*!xzqe`AX;EgpPiFyHZi{__E=cf%i zx$cGe!b54>i;wadX=eKwBU^3)*cL7>ugrB1q;U^wZ9_5gvqqNO-XLu|`cW}6=bDi- zw~ko7qs^?ZGqUDq6fx7vPHdS3USSZ($G?6Q!_4thMvmM{Ess(OmufT9tBg#!mMK53 zX{LX*k^T{CqNu}?X7b+<$;m$o8+L5fpbhNJDIWR{;ybycL9o{u8wK*f32@0s4_?Gq z1m=FkJOasu2&SzQy>6de}w;!X&_tBppqPN%6+k@zF zCq1?iz3udNHNE`~C3yh7J(7O=pY*tletRZ8w$Ps^=>2Wh9xr=`L zF5!Cyz5OZu_AYvR9VK}u{ke(WLVBD>k2lccFDc1W=<81U^F{RMtLV?i)8pUh&kxe$ z9D4i;J-$vKo<(nOqsI@@pR4rNAOg41;~(j_SJLBm>BHyf&7-%c($|O3+ev!!>BC3q z&;LPx&d}Q-di*|pxP^ZEVS2ok9((BVG5Uy?Q!&WKYIHIdi!Zg z{J-h#UV3b%KM&C3f%M2I-9CEUPLEg6Z#U4RONrl2zgAEL)s>9?Ecv4j3xq;#|N zc9`B)=H1OVG`ytM?4)kPi<+G*4I9&3{nSm8MKD};iQO#*1uyNS zq0^4txE)1t+vy}hCk{Gc;57WC8KkK}p|^NqJ|aEOQw0(3F6o4gq!TyYs2Q~#Hx7eV z8aLW;k~V#((P{+FG|KNTLNwsAIm6L4Ncf$&;iXxp88uU?PTR>E%`|CcLDO?PZj_lM z6p&0%A-B`D)h%8#Xa{Z@dvO>wGbf3gPTchTtm!#PmS)McUFy(+*Q0W&L34X2bkcUy z&6;u4a^hAy%97M+MV%<|f_5|L)X-E=7X(@EGuny#C{7xvc9L|W)DIhtIEb5xmwI74 za^hrKc&ah4Qe_Ggoj7aIx;74zrsFwO=}t5DqpagF_UHZ!m3w_>NAg|44E4L5DHIzg)$258%9?kJNUCxHPP$J}{Sz*{ot-O%)sMi_>^ zA2@F4MSiE_KoAMSu+eNbf;g?9ry$-fNOFJLCp&1jIB2^bMr=Fo1fZXGFyH{Qm3VDu zTIq`Us6TFGpT;l^(q^26Ub`739WUwx?M4hZO)tx`IL@;x0M8W^xX12}M#FD7Ue;+R zSv&SyY2r4WEbe$gkVb7-Kc|_qE`+|p!YodRkcF}bcL*}#2`2*4RxdE<-k3Gq3?%#j zRI;oQG@?$Ncy82AL*Hoy%@OD-$gdWpxm$2E>$tuf1ntaq;?!}n$a9)OBa7Td)`+|; zo?aP5?8FzKbN#r0_*#Qb+s#rBq~b=9HJd>*Nc=_^Iesg^0LD}B5d7*odt{t3-mwK=hNJF-O_eO)}_P`BW z=*>=}(FmO|XeR9jMxGmcLEQ($_(A5f%V{*`Ty3Oj>E+MXry5({3OtR@`ahzc}qQGVr^Om6C$>K0%C5cC4+o zLNIM7ZpV$dgJI~o%|@%;cAD+TP1_x>5lmYgo&~J;8k9D*f~19cgax3HIIRw*Ql}BR zX%c0T6SPA+B?apPf>_94xmY^ez`rbc2_;(}r`i0Q7!?M#B#R zr;Wr-tO6dEH$TKbsS|e^tq@I@7HB9apAuwZ2IYxS@?cV z1dMK)ne+vO-!bw&*=ad$tCMCime&Lf5Q7q|ENewrQIclV5qVY7zb~>Utmuvt1YYPi zI!UvE?5zMD(rS2MS7{V@7(~-n?{ER-(*~_;J8shQT24Dn!l;8u*YY}k6nTM<1tV(u zSqUu#?GFVxI;nzjg9Xh^T{pl0ik&P8+Zh;XmS7ULQjE@E+Tuzsfc=p{X;YZdyayn> zzyjYwlVUK^pPe|S)xt(e!TK{nEMu_Re$c?`m&9?HMse73BM)r0<$&Y3XuFm(Z98iq zaQ(4C>KYd{q{$UwLGW7{#-R(>Vydv;4x=crlTyIGD5xD~z|g=EIxKE`5CAYLn`skF z-iN5+#%|yO7~eb(PyRnQ=(L?Q2;64e3|mp$a#P36G9RLo=e8h+IZ0@tqagjYAa#Uy zp@$xfea8pCgDO7tnhgh}k|tycNMw#Xjs5=ofUL(u3-n(alr}+@i2x>Rgn{2mVn4{D zM&NcFur`Y!TOpY#?KTq!F!j}Rvfxc=KJk7 z*7T?WjvKYhh$(R2C%o0@+``)GwOJH&z-1EfYbVQE9+q@JXt%&e@uQmtQkoQ2>!HE* z{RX+~W7ILg%F^-@Fhp=-aKvVeA=YVySeE^Aath!Dg5m-Lh{fFZlSb@grvX?ncSivj z59E*#ofCTvF^7uHcD_L+@RKOQV&{XeqWOvGVCgr3RT6#1#k>*ovX8u;>O5)w~3Ip)5mh zH2iRwi~{rsL5Uxy=wS2aMPZz^I*oS6?>Hnlc3LfP4d#oVGk8re6Ic%pQFw8dQVA%ArN5Noq zI_=PHww%T^KjT5CK!(QEV+>N)G_$trLRLZBbX-hD%*|Fi@WC#82)3bbC#8UG7u5LK zjGH6h_tUh4dFY|hvNT9S2U`=2E{s;c6;3BORkCn`t{C+2|KZ!3%{}BcgZjQ!8igc( zW6}qymw2Av!BE3`grx+VmUv|93jT~JfQ|%{7}&yY#Dj>G#Vss*;N4lX_uWPwj zdxLg@{TAe?X5hM5i6MJob#TJA-_nT*FTUJ!kEsdnFbHnJ7Sd@!-Oy~bApl`XhKLH8 z0V4{6J_Lm-f(qnQ1hC=KDos8yW3R(384)*tAaugM9 z_9F%bFNgwgT5KQF%uj+C3q=6-1gSB`9C4eGK|#Uj2_kgbcx|>%TM>3pZD7C>>ZK6D8dyIeH)dhO#R6=hqae)+Qgrfo zZ53-<3R%SuS`gopkfwcveG4Sm1lkm+RdiDGa42IvwqVe}qK{z-F4S}z&)u{nx#(Sq!B<*yX9gHe0Krb+8G@1b> zkq2Js0vQx<0sd?GX~%&MDTKP9Ktn-!g&^}{);gOVKk=YegOr;>Iwg4q@(u6=4J^~4 z8&BiPqGKT}rI_Ty*VaQT_%egu4d|NCZ8cj_nqm9z252N`klGywvoC5oNd-Lx@uVR6 z5(W`!5J)vxAey9)Nug5;8d&47{f5H8!NeIBcdO0^J6SgCJhDU=LMOUu~uq#0XlO2!T+%NvT;s$R--;Ee5G;ps>aY=L9Jxjt|ip+X`s#Fo~gp1z*4v#>E}8v(Q=( z=5pap0s93(jlx4<3HDk|NT%4GU}qPD*+CDF?G#!+1ixxE+rr~>=fg6_}oVSzE)NU=QtPA6@3lCTNB1<@eGHW@32uV$il zZb`K8Um27(r4S4n8I*Ea)aqm{Y{p<|!I}s;wb2g3rj?R{^>>081s_>keKKUw76jWS zl-&)d0d1z!X?DO1y)24gx51``xpeT$+`<0--pD>3W53yeRu7te5)HBrlwuz6Kz;%t zXbe<#1>oNVh1W0uO($){UX;d3=qFi>5$S>%2R;lIovfX>H>qP9Oxf(1OSdBU=L+JgD%> zh$(Ov3wp0-;I4_FzG|gV-gjImXOaxI1t>~MiwK=<7^Q;V&{;Ww?h=FAbpiS?gTj~@ z10olz3Qd)ELVe+3*)FA~;5|qX{8wrNw8X1OIfJM8}BCQtl zxl)7tfd&B=JSFfwuue8Hz>*`3HZW!Ej!?f48iJgF0`YJ`;|+XFdDxi+K;pp?iFMs+ zLK}@;K7@L(g%H-mq0?@nbslEWX?Hpqdfb5y#>f5w+APT7z85vpRsz*#*0Ru1kRB~a zy^)Wp41yxolnxADFpr=`I^vbbV4qkdqX0DprJrMfu5}y_dKfo@{tD)|2$ru9 z3LZ$pum?eV2t!}VF-rlgVUW8XMs08uY%T-nZeewdFlDexlIquk$u%h_rvP3fD87XQ zgslgbvSz#8NFZ28AvzZVbJKMi(70l_OqZSH6aY6FQ=1v5SG&-GGqS0b_2F z<%aa>K{+`E@CHHgtqkCF=0fOe!gB6IlSTV>AASNUOkHqYAk!-ZKPActOj`^JP#nV8 zmc=Q&1hCX6=-dbmmtqSD*4zx+1_cFUry#-)ir$F*Spd!s6YDL)aOxOKxQ_8aA-BjYe7lze7-eJ8QowViTB9 zegi@SY$8}>p#@JM|A2F2zZdfrj+vGPygLm7(3V01Z8%YyKo{#_Do}60(hYG0TZFW! z6Hp*hL4zM9-9)NHY?`4A=)gTB%N*F#ASgh2*JwjJYE3V|vJG?hVe%C}QS8qjHHd9? zpm>csq=^T6#`*>~1qqs;M}&OyPBWpo9AY$Q*_L()ZPj_Igh&$k|QG`Zqcn&Z@rs`k^)rKxz%dPn2 z;QmdRQ=*OwSb$Y)4~8-L9BGtb+kvkI zbU`iHVPR8XcCR^v?OBF9r>RMOsX+&}d~9Qx=#pUj4c#OezOb~zHVi2%Cf$FLj)HWr zAjJ;>Z_OMmgJAA0_%ir#yJ&z4Hn*6}aL9qc22#gy$dO!EDRgLe{xCKaLt5#dG>Gni z+fj(#VyiPum>oZb`U5i!IutN|7`|(WDzL8-bSb3Y+Ukz9O;&y|PHY;WN=qC}T^Pt? zD4<9O1+e5G!H5e*Dka+oYwwb{84uOu@C$T|OThId5HyH%CV6)Tc zq^+z2d6*W2W-E@-5KvKPz5`E;DuN2++XPLD9=W!94c34FDgYnm8z{+OgJ{Ez4vGO- zEV003OvalZU|^C94+ji`Dji&A+Pt?L)UJ!6_XQKku(QUXg5MZs2t0XU^9758T9_lW zP*d=JQ4oADgEtL(vx}7qHVC+LV5q~6K<;o*e_%@q(RBLQPzV2#L4icXhJ%GE!&WwP z;NV0SLdY9#BZfXWXc!a}jL!)oA7C(cV<6Ku5$50sawu2;oUNc6$7TW!H4$WUX;Z*0 zqsMR{h$|=t%#nL&#{7{%dk;3k?F1IM7+jN7K|WUaMvNU4+6|6f`3AX~wu1g=g8XkV z=-VOILMsPrRR?W=|242NgeXF)3dmp~jJ7zikK@quhz}96_z*a@&N|ziH(xNw?!s(= z03Lfl3(*i-8Q7CO*g4wdiicIXo~#1=6+!uf4Dby;gf|CUPi!8s2_+w`5Gy_04P3x) zpsf{PaRAE#_Ad;Q+u)P|eH*023?@d%Dp<^0*l5R?o5VJqYLW`*-wCQ8;w|g8TQDb( zN+WYIt`fL%!7u=r5Ij@tvZf0b9o#}Wf2q*)JIrB-FDEz z`rJXY!je!=Rsnv1IJnG@^<(vforahkh8JX*6hbJhz3>x>F_~cLo=)x(ZhABv3cTon z2CZumsS|E_5TMW{@OOa^7FLaR0KWpPkl>;vv=p=rg4`!qTTWrSlz9*u;INiBaGb#E zoVXny1`n8AVLhCNr)4@9!GBiz@m_5Z0QYXdQ5Jhc$o=gWoCw-*HGJ5I1{*zNrQ#tIVW zr{U^?6JrTNo#3Vb7Rih8=%zuY1*aVtBcU>b*0+tGcYX97w0)ReDb_1!?u%p;piP3( zr#PSxel293%N!`BNv8rQFBtApSnkl~@HWnlt1+L^EdyfF*ldt#VdIy=k=sjK@T`Ow zOU9%S-XU0ko7f4Xp^9V_plyQE?=nCg2ng5?h2%~Gj}*5FBOt`9By-&u5)Eb~C~;Ak z1jxbw-(t|Z7UoQNnn6s5Ik*i)DE5}A59JelB%mF~x?!iKpxr3QeVRdoTQ%p?dk{qQfUtq6S<%YjZoIf6TI(i*P=|DJ5qYRJ(+;e62|RJ& zEgl6J4p9AqpIZniP`3(NzsEs2PV+i>iw# zoCA6hp!OStI_P#dOvg?1SO~i@Oz$8BV?YY!JNBB9jgSI$yP)+M2CC`92@c-sO~`rJ z?ZT(d^F7ozgI9@z-Ig=W!-p)*7CZ2eK?iz;P7{7DAuMiC1wg9_(FE?387%vRF1656 zkU~L<2PD~qF%AbKIHN#y0>?7=8eqn_aAL$72)!B1&0C%@y!mDnlY3{a0tQsuREx#lzr z!Ai0lPD9RzvIjGR3i4tv3bh=(2m)+zA&K}-J7|NMqQRg@9-^Y)%nL$1yvj9XC=0Op zBz+D%10h0VOXx$-jZq2#EaJ*v6?v!FSaSxo>tG3jZXY&5*nT{CkV2D!%^2*buhvI@qmAi3r6CyeHruB)zegadRSVdU&us*=Y9| z#5Ut>0UWvDzl^PJi`0==OED4Q)D3|b``|KS3fv0?JsvD(7aR>jv^<6ZyeDAw3?lfK z!*&JNMkwCkY$W_;v1P!GuZt{TOc)-1^eZKI0Z3>D?otL{xI;7iUpcpxVYiai36W47;50|>A{B2O;Jm|dzfe` zTk~ZG8HhM;6AKXeaYCwSL(dpvn+Y-$q;=w5>iG|S{Zn86Z?^9@jFzy=B1m_F`bGi`{iMT^w)P*-B%Mm5`>g^q&sVL^(AFS-_+5!l4wegs2L zNMZ?8x+zqykkR4a2H|;~flcG|NsF}Z%&m{@@a6v8MEqrgKo)E^I>eSd5AzygQ{2G0iiU@7t0Jj@{->b&RW=wlL3ihNQU^K($cNCC zz>bW~8bmrs`%o+jeH6rBeonj4`}Y^oM>w&~@ECwM4ta=!A;7c(M|OCcAg&meU@*}( zS3(UFQ{XNZ^!|>4BYsD2xKLTZZ3r4*Sc0MIYjiq%HJ0>*!oPs+QiB$}p|Q~V9%;%w zvf#l<2j*9te}eX;4gH(IR-~n%Jx!4NCkAaZc0ur_Bf}P?Lr4dZp>QAu`YRaSee?&3 z)nLhsM_34l?&9)YU3Flc?PfxQ-VN9ZK|KK9Th{Z3DVzYklP-d=pf=kXvXdio|B|B2T#T_>U1DB zd60Dnh%PVuX5ctMtDfMSFE>bC14S2D9DJ2vV}~IOLIci3z$*ZU1+XP>A)eYuDPTV> zsL{13YpdHJ^&t`=#Q4C$K^=@{=yt%0Q+OC*Zw8dP^S zF!?;p4QO(_1i}W6rNP(~zUh+9XWDppW%ZgbiXN^K}NTYg^FZ_~0{8tHX-{!U)U%2$FWj~T2Mh|u$5rjZnPwL+R~u6ES)ajY|y$E8;%fedT>p} zUKB@M;C)UHSm$9(g^i+wmV)+9LGHT@nggvboma#(q)i%zGgPf9wl|#=G<`@n^U#>c z(I*<~7Yq_OivVT{83KlCj9#b!p)dhUK<7e;b72-XNGKp55L9?Hs7>%fq*LEyG>0vV z)Tq$C!wnSDG%1cFI%u0N!IOEg(i^t4{DwhnGdwgsxLbluNFEGOoI*YU2ZSf61D6kW z3fM+Wf%~GMM^`zmtwJ1y0usmh8orCkg$lzdrUMp*od-D|2}{F(AMwnV()6BO+4Tj3 z)HPt6wr~$$4^-lmhm*f*M`Ww6;18n-sR{u%4swVEn*; z|)6RYlnXcya?&611g9nG$<$- z=ZWYmbW0dQcw^0nI-W#rs3G7bgfR|Za2#EQ2R$Yao#m&slr%T_HfR=dJVJ6&R2!*X zI>#WpE5xZMSfQZ-jy)`{@K=RE2ni4xQ0!~rq*F^)0X`xqKY{^vqYku-I1CFP9kO;} zi_*gMPB9nVHmyX{MpPita+yH`?ygu<(3Q}cJK*9e6gcp9hpr-oPZ2g$1sV#86fU-EIO68R zs)cPR*0Clj`sWYR5W+30;mYhX{yo;CNV|-KKf|DQ9bAMwIP>8MFoZhDx-j52CA5Tl#j)>f})J|*PaPp2Me^-0Ki8lDR96o(rO1f24aTcX*1#h|#A zb`r4i!@dX~dnX0!gYFty6&yXm3glvOuAr!3zF!dKp|AWF(>^EIsbQl=hf%Prf-VAD zb{tB=j8h&WCZGRxg9=t1*g+BK0g^f_2$+&|mI>-P>{qcMV*E-!6G=tE`G_DyS6QyD zZtB1khusbx7lH-BgKry7Uk6b7Lez%%-NxoT94yS!L=6#X7hVWQ!bJ+P$foIs4Pu+I z)Z+ky1LYB%0y|!(1KlUiFk&Xa5e$&ah$(QN67=W_L7e}jGgTS11uYjVES;IgiJOq1 zLFWrM<2E}uZHsg#;C<2{cYOf04cz$>axw*ng>d7?hzJ0Yl04|#3UUhIX9Y#NG<9wD z<_s>B5R`mq+`)@rm`Fe$s|61I!CwZ(GT|Yk$5^z*^%Hpiz@Wa5&Ne`NgWwNw7(5E| z7HSzVQy)5t2*GSdrLN%ri70?Bwgi00Wsp4s2#qZln*ankfO8!*MiAU^JSNF(1#pKU zGeo3-|9OM@z5o$munc0&0ZYZ66)OQ8qY$rxN<(LkOkKhMk|=;~wp?4?iHV6|Kj3FL z%!RXEP{CpOhXxKCB%DFUSw_)56|o2f@-G{NcVpY$0a^q)A(brbDK3OLgrEU8z%Yct zVg$kp^j{0wbOq+xD$XO|cy0h^57>LLH2Cl~$JB2l3I#eo94CUDhpku>PGUGOY>-euzAmWn7<<<;F9Za?0T(9~4D4Un1H(NM#!Yw> z!$imTsKe1k1*pF_$XyR_dF-*^8v;uU ze}%Tj0RzawaQAG%n32*>2FJGB2)hA)F?d5Q=^-KovVSq?U^Rh94lLJL2@oR%VlWQw zgLz_$1Zf{b-9kq}`mP`~#XAoYrib+xhF`e0wsD>U)=Uoy7*cycanPC8qml|V|89`L zfq3w;7$Fy0FzrCbb~1p2+cGJi$$#A>p@7_9#1f=SfY(-^>cMXg$3&nu#^G}W-Jr9X z6zaf-hLuT)rysCXz`mbRARHh_83=ckcAEl;K=}gmIlMLyBLFKTPHBu$psM7BqD;Do zdTkZnrF7QcNAL#lX9Na8)jH6+`?Q@zkRE4xIOwbZf4)Ho+5_zJLWskN0Rt-r)Lm#V z9~w<8a0q+Ru@O?BE)%rqg5|YUSdI~22thcYN`WO3VZLzs6xKSlIy8OQuT5Knf(l%h z7__cU;Q<3fQwG;}7;HQU=x~z2Hj;u=K|AG^&{EJIBFNFT%8(cltB8EYaA+4w4GfD0 z3m68s5S(v;ZJ$gDhoJz6&X(`AmG5|g~*ng1oFE)U%R={Nt%~{Z@l7j+m3vdDw4qQvUWhm|C zWo4#b@3BTXcfg8Ugt_Jb~tX3BMD>@ z)S;;pkRVpC8!W-JB<`z2%vId_z7dy~%pn5NLOj4GV{Ty@;j5vqo3@5SrGR}DI2GI# zhDVGK?7$%|Lb%1=r_&-+F|@)lj5L9r0M1_>74@J?*C9YQVZB0pKFC%n6rONBg6}jU zY2hei3eS@!88qg4Fp@682(yCAQo2kbCii)>2C>a_&}025B6Y4YZP1% ze&S`sWCQh=1wFds9!gJ~1|sDgB2Hi%j1Ub0ytd#d0F52u=r!8@^wIf+yJ0ChjQFi^ z7w^s54K9lY)tzvBOmN5^F$hRY17Xa8hc)z`FzQB7zD2cE72Kx_!gS9yjuXZXH1hD1 z@nF2e>IuUGPCG;A28ROpDPao}9`741Wxo6Rj-by0{aR_{#5AnNkRIVf+ahN#2U|)+R&go*0D^Skn31vI ztL;cZG5=D7=5{D+VsiI|7ciVm$r}k)Xpo0^g!;p`UzbUSX)35cC&fp;Uk*L1u$vJqjUMY|S?tq^^Ovnc`+a%7+$_+^G>Y!$H_3 z*s`IV!8&LqC4sH1Ua_!*>%NHx^Q*vCmU<_jadPznau)B>hME4lXerIWrRK?rn*P2V zfx&RcADi!8%!eZ>etp8~h9k?%i-S$mk|RtlEFDG*9bYCM5Y493Cyz95dehPHFeScV z@x&&+UuAhOU^rO;_;ygbR-arw*O_wLQ_jiNYwD=Oy(v9Db!2&N_A#9B#+>Hr{WqRm zK8dR{CE+Qm+msBc5zc}U{mU{!j(!V|)!XWdVw!|Jv%S!vBKrRd;z04>0t#`9r2*lV zksyeiRpm?KvhW8L3P%XW*@02?%_9}f@>Lbg30sQI+wIhf&GVHMnpx}bKE?ja^OY2rCs4&+me+20 z#B8Z+$Ev|%juWk%V+%O6Y&2wTIV?*_r8qg!j4P`bf&a(>!#L0r@){O+!<2B>UZU%> zgD!~4+*!!t{g(5@+mCJdC}EW286;V9hRyV(-% zrG&i_cg-v;8LhcEVYv0B%PKU>t3U_F=-O3W%8c6C73Z{jdDadrpLwFPa!FfCb=A@aH zwLl5<2Met!#VW|GE3hIjESWriW~3&RM3_KYUx37Nbs;HVIuFxvMeE2rFcKJT0Um+A z#PUPdwBodBsV%#@`*z$uV+@`fM?t}ITRO*}DocKht>n4z zo`v}XFcYVD?_8NR7u{ROhfpLhu@u%Xj#o>(e*yQ?z{AIAl99GF)lFh6LSlNTrG2(- zgZ0 z8Cu!&!}KK@+l<)0mC1nyhVf^Fq$*1;Y^53g9rL&Mj&_WKca7cpf~YLl*5|wTZr^H@ zI)0xslCsQ4SjO4z+h_J1L_mbVDEOwatDDmurS#T1mEKb0-PYcF_wCtj6g+-=Gm^5# z)-n(5-!|zoiKHy^;g&w$3qPQq?;JJC-92^}E3&feM_bC?pU%%8gs)!|&YR`$9lLyk zw8UU*^IIq1&y1ujv!DoLJml6}_Z!WVd*m_!~Gl%u~J)P5)rQ6nqJ44(9xn+KEH;gbw1B|~m7^EeJ!v2`?={wWe#ge_x zNVbbgfww?h;&`lOEaXY8`<{{Z>LX%N1xP&F*p#Z|aCQn2$oO8}=$d_XV^gD0*p+Hu za@rDuHa@g;ux|qcjscrmmD--sNR)%nh)WdqmH+~7AYF%+$Z1OqkIYAhRt*^X=MlHY z)Zo<46OBN5J1Ei;fi_RL!UZ>nvzrRJrgmk?)DhIOE34L~jIsow4G5kTj1t$|;>0Oz z$}rIzeNoG?Dj*c;N&woPl;?)sWMOHUuC6u8t`!0*%GOBAVxO3IKQ{xh`@OpCy+Tu7 ztFh8-N~4z`L0wtQ!mUucvH6BN#!vx(Qxk=)teyv(7AaGiJxgPj!i;&~maRJu9Nf~~ zx@BfZcgMbMw`|{W!03@$rIl_E&1+UgUN*$zN|W!|a$uJoPOai(BseC0iAPhj3MzN( z*?XY8X=>SbC6-~@5{IT()Nz=g_2E*>!s~&U#MS6IAESpw`eMUJqT>aJ~b?qWqWAmX{2H*gd;dpvPFgwuw%KSj=5A~sVYU{(pFvInqh$swl6HB zc__?*!Cq=t-AXV+q$Pru(SGP!9Qhke&5`bgT1W+2xDPsQ+o;g0T3R33>))U4Q6UfY zhmLcdx>_4-xsS@!mLxeywy{$iY#M=rh^Ku~q~&1K)(tHgt*Z>ekYTuX4b!NU!!YSr zW7)Q6_x|<7V$zpbG-*St(KbYo+`4~<9Zs!DN+VR>G($yHBign9ptsJ5hKi7gwC#ab zwLLh~I(u+oH+e4_Be+%?(}eg9}Tsf+ef+RX^XQz>yVNv!e^o`MHwQ{0H zq6*PnD-@;(#3c$%lGjMgEHBX*UOs3YK!+yNJVRwjO!jr*;KD(8NfkV!YF8$$QswQU zNY@}ZE#<>#2qbBVz&?`>krSo8QzkQ$3I#|sn%RTzUx`oe+l4sc#we||?(ocojwn); zg=$)Ho@8e@SSCfWQD&{zZ$+7kpe%A|gTHHb;gGpI8fSygsma1L{X55a2&XO<3OeAe zb#twvdXk#3)7ZI4)GYT-PD;FIvaAa*DPH1xGvsKbO>q8%Pe|5 zhmy9In1#wApjUU2LrSx=i-KuLO&walfwjWVnxxP`CPhzgp$ITk2~*^3$37TrqgGKk zx>7+aK@NURejZi=Om(5j?=5$`2B2E`xpF&Q&|u_6NJN^WlLe6o1#JMTZJ|>FBukKZ zG!NZs1xQ{MeGJ$7y;g#&*q`UcNu*BBOKOnHI_f}c9pO(Ks4Pw5)Fe6JEbiy?dgG;v1C3faEPFZC*bJS)I%2bzBeCV@0jIQ@78M9qc(uoTG=k+#S6Wmx!lFW99TAom zB@t>?Hm%CKlEI4Z&WQ{?YcbWxbfv>OBC{4Fk=eBhrV7G}Z8BPgl7b{U-^xwwst7B} z+M^oUKq;RaH3dqvn)ACxHrIhz5#BzL(Pt?{qSB02I;x_+!V2!GlL1#+mc*#7tQtnC z$go1IU0F3k&RWyLj_nOahiL^rfY6?-+iq*i;3 zn{U4g{lCDuX4CmX{c8`Uj8HnKDht<+MVfVAgu_s{g!7Orh%N=AC}62wB1XVsEkr^q8KU9h zVmfd07aV_x8l)wRlJ2qXV#eWMFBy_xm+Ngoxn@E2U6 zn`{z<;WfLW*0xnUBnreOl#&(^soAE}<+av3ZPW%4v?Y*|2@8Me zb)B%o^aY@m)r;Yz29KVlUbF(AUc@5e0gfne(3IX*-EJQW)0KI|R7>d26rYr$5PC-zZ??CKs3Jv1L_m&h*1tf z>(YZ13yZ9y8}<+#5ImQgFbtAETt`wfdz@Syj<-Y&o9l!P(zOkn=M$LC7)wMt-+`VQ z={(4EmCcdQRPVSUj;&W)vhZ#t49i?*>H~k-StIqxDaN_yhN!fSGunMwwB@ zxr3CB&lu!uIU~;_U|%%DC~Vk|>vw4cZbkS+Txf-BO4K1CHTJtBumOsbt1ssF*0rRf zK0OL`rWPWI8v${ngqU-xjYMRl$rd((Q*G2Z)kZ*+!|8EV)fJqgSfzTSi{zryl0q%) z<>p3WN;%AV zAtF1*M_h+OMdTo@vHf^nIgsmmSrM*6sS=F_6QSqV2PO#D!=%#XTEp!m!>zeA8(R8& zY5YD973E5xDwRUYo#BR%rn6~8L9FsVKQcZ@MzjhaFI6^T$&f@`u|Z5X?ilbUFeDY> zDu^nPYC&#t8EV0Wc!BO%L;P$L=<@jOsFALMswGokxq8tCc6*AMPH>H8JvI@vigpcL zl}_O;83PL|^UF&oaJ9Dqb^>ES5w1k4N|!^GyL}g%b^F2X2EJ(Q#stL*U{sz&Wbf$h zTzR!~VK!k$M)T=Cen%U$t56ykBwjlo+Oc=v?wNx|BaY99IME7(qErdZ&dhflywTsj zF3en`Tm@1qUm~^3X**Vy7G}1XtvJ4%Ca6{+6y;W<+qvTaV%YgcACHetP^~~G%a!Qt zY<%agL)*6Wmg1!_qaz&od>NmO>!ho2>IfuQyU4pUJetxhG=PpT@=CH*AZ5uCAU`W! zWQaS%S-KybUP%<9E!4a&H!)$2+<3S@`iCIG+!P<8i zJ7;_G(Ip-|Fdw<|<2SOTTLn|5Q7cl(m}TkO6qhB3IDs)M$krl6$+8jcvc}HY1qyP7 z8*L1TG%XjC*hF9YXQrIY8coT(VYtmNpTxIfn|zQtpX{^l?}>68xB6CV(`jT!l1GrI6ZJnBA0e z9}DiEPml3e7)iDcBb6*W-M+#wO7khg=onLF{1qlATnCbuUITNUOKhIGR!;z?B3uPi zB~q>yWatB}V&1+OzZa{X>H8_!CKztw1P~r~zwlL`s$}EV3YV`D7Zu z5f$AUh`emsh<4d*&&+N6j6NP;HY1W%$f!gK%Fcm?nfLe{h|#Qo#mkhq`0>Ib2in_9 z5OOeDfzsJ=8f z+GqX#ZCmzEc-9li3Ye@!3Chkc_a9kUUO2e0vSc8eAA3qEx>fL0*)CdSajc;58#Y$YaDMWS^+02f;J9gh<$`s?P$OP3Y zWTIR-0PT{+%)vbcU#0OS3r4dF87oubvd>w_M1F@ZQOc*p_;Z#MtwP32mC)>K#mu1_ z&E6beLL`z^u&6`{%DxwziPQO%_6QasZ2Y}ofqE6x0uG6~q?hTwate<)(Ozamt1$9X zB{Vx{o?(eBtvNnt)=AgG6bNd-E{F3Zd2I_PZswTLNLPW?lBuC;@ATWY?JSxM#-G}p zXazt~s%%I5)V^(I|BNvj$Di6nvI-WJC_&jr;-Oo%ZB_`>d6#XJ0C*Q zne^}+j(mheUQ^@qp#t@4$OaDC#P)s5q22)IYnya4{=UVaU4_`dAo1EIvD+o zHt5PAs?Wgt-Ym-x0#{eyJ~lV<*bmhZ&o1?_XA4K&;Z#&AB1ax%0Ns%Hyl$ASFqM^D5wZs#Aro zxhhT=x<H`Tg|o>Qjfe9bVl2ff?apna`tZN+EVRwh zx}so!GrD1XQK~?_Vl)*}su6XH)sS{Jy$>c=jnlXHZ5pjNY<38vOU^D+$B3O%*w`Bt z8ozT2)GNkVA*C8)-e{ep@2HJBj4xg4q^l~Rs|)1vY!}WT6VvIjscrc=E`3gn&zEw- z6@c?ZsX(O?ur`g7|({oqCCD~ajlQl zxwENl>eXNX6PQhkaMf&5iPUW3LA-|$i`U4vPrQ_Wm5F!B>?+tll%2ZkbC33}*MoZU>6EGJX<<;gg^Ixodxr9rqnb+#Oq zvQMfE=WG(3@R^cla*UoH-$6o>t>|Z&M2$;(duHhp9qXEs$E@_pKfY1$)Q@-B6$shk zV{sRrWbAy`lzt-1XxQ<&l}@^{Rvh)Q^HS2^ z@}oXzR{3fSgz*>IoN(1J$V-PUmbn1!VW{JG?wtil*-Svq1LUz>&EmYPwTr#pxUS>e{1| zB5={4VgqAe!Le`r)m4(M8&C}z{(^FseSGrrK1~wd0!vkuv_+Lv%9C1 z>%89O<2RusThW9viE2VSgOVW69>;yVO?-B+GCy@6d+*!38D851Y@yb}3-wfkcGv|E z4iFbAo{fk2tJ?IeIMrt7JiJYZ`+R)&N=CC{Uh^{LN?Fx>XN6<59%(O+qBqA5MRY|g zY9}OgHaY&vc={(a>?`8}0MiMLDRp2%$2&e-mt-rtUnWs(-EKo!V89FH_wlg}dpMUxIy$k8V;fWIpoP(%^JBYdDY_MH zsnV!%P=Zz-qL|t*-zJS#(yc-((`@YG3H^|{R}+b*vRmSb^e?QZji~=5ZWk>Z~{wVqcF2$Btlh-nU0X z>}|IaXYjY5IxF1n?QOR*SR72<$G-P=O|mdA95Q^fb>2O`aAeS~n9D{w#l!7Z5L{C* zWjO8YkjLjfI_WCJ`oRS$&Do_80oZWa*D;Upi!}bx0Xy=$dpN+E!4-chcZ}DO&yOwb zDY_L+t=okgf z<1(Lagn~+;+u_Ix7|U0&0(-)x!}c0HcfvK8rIPBaU;-Mc4l{Fzl4|XRN!MXOCDqr# z1SIQFIgk$a=1*9wFzJD`jDqTGV8D?TF!WktAZ<@^^CV`j>$z6=&zQ_8N~jpjUKCRb z-UekP=)swR9*h88gEAWQ&KYU-pi|%KK@MdU=o5wLWiEg0+D82hUMUO-+R#pj z)Vt^7l->E%J(Mprx{~b2Cxg4E$~jiP@L9n~^oBZBpx?W1%M2Ra>E>)%$Nu!mV4s^0 z2ap3%O6iEP0Fk(DyEc`)Wd}Z?U7G^l8UeWmMMAG=a<^-jzbD(|D5b8+bs!_*wh!}3 z<1QcMqVL^q4n*QM4*ba>9v(jgKahh~rgHa$26%Y<7|JNu&Fw9Mkce$8W$!}Nn`L|u z>wrz6I3boY$I77%+OhI2ffbBIZ}>OK_Ri7!T~isRvzC`ksO9rI_}yv^omP_~u#xLy zD#q5kKGoVfqdq1uSs$Cm?m&8&me@PGZm?^ob$CrkW4DwZrm=M#1s%>xxsV->tbk4R zo9F13)nGzu)4T@V(W+nol69!;1m8PDo#1<;bbT6I0BrmMV1{2n+FzHShWlgxVYrv5esO*F@wI-av7GQ)m0aZBFHQ~;#$%6G>nDlHO zX-y~s8mS*l7QCKy7->zovugs9b*NYqkmZc52`9QEaa0|QME}DU71DupK;9K_O~mZE zqrKfKX1{PUJD{Z$x|QRitmEyZLeee)HDXPI#vP3_Rg<7`yfIQuOi;2WHsh!0lcqym zQc{r#Sq(*(u%bq&#}Fi04V#jbRfF}mO*1edB`K=_6;eHz3>YJTZrarulLg%@*JX&d z(_l!@HpP)h-L_8N2`P?5L$~YNIR{aX*v~D6I?JCZV!zyK$(v0BQI8lCz&4mCinv*> z2<3=15E8LXy)|=WCCij{?v66e`GnM416~@}(RGhkY0xWxokD$dZLmIi)~7yI>ghs# zbYQ1cAG?8Iz3NkLCm5Z1db^|9@8X6{-^(|ef5T}f3Y zw96Urf-rR|N0}AQs1?W^ee}7q4izY0i1qf&;m8UYC!~dfe&+7pe0Qsr;|?Yxk`AbZ zsC?v@0BW)3)?>YuCyBM(lFb?`2T+UEZf2S!)^Z~g!c$;&bvb&4-*DmGb8{yhcOE1ykFK4bj{cR=p2RwZ4-SD?b_wK-L3nqOkzS} z*|EciQARXh$|iWpE6OS<~hY{p-}U<);d$Y4hSGP;1ln4q_SB`a#D!DP9Zbln7;%^RFU^dc?k6 znKMzuez`8^5JRkis6%{X*KJt2*aQ(DK^c{8Y=EdkyypyzirKnRVSuPdtaZpbjpJG9 zZ!6n)4-%-3mWXXy`rC21v@5iH(A4LdbmSA#($i6DoMR<7NU{o)*Ps-Xtcgvxt!085 z%U+QQ>9)0sP*J5lQ3k218uEneS$vq*xKvHZp7MHd1KAI+^8jvN9bE?(|omE#)0%+fXd10DrjwlBFO#lJwdbCyj0s3qX0$P8oN(3aGU+ik#(`TS zl8_i<@+9n(?YOI6j|us3%kob5#b%4; z8ksy#IaJBSZmO0VwOX zwX#=Hw>`b(l%y_;Txjdu_pU=_X9a{|d2ob29<2(pISy4eN5z`n(naj4?06~1 zb2eKqnd`h_;-ZxVGbC1zu=3PHm#faM$_62^o;QYFRxJ@TzbCgB+sA4N8$b9S+h|lX zMJ4ItK8pVbwj4VuM?-C6*oMRR+~%WM*#_7OOnq-}K&lnfs2@rHRLB3fHXQwFvV%8~#beeU_ zy+PN#pUT}*%{t|fPP0yS*R*x%r*aQ9vrajr)2vf|z-it4sr=ZLS*IM*Y1S!smtFTd zm8;s!I^~c~vrc&s&~>lV>BlAQoYMM)Ez0*ykkV7GSsofx@2_HQ!N{7}mN`WgtWC>Y3_PmWXF^B#RmtG0<3~h2rMj8!%dfaNZ&*KXmjwoYbBgt?%fkIx9D7&zLo!+CN@R; zYbP@sjiPgrzU;C9BY6c|bppdFW0wuFrLG~EGfc8gV6)&8Py*J`{_0WsTc0+hNx0LR5gSZ z`{_5teLo`Hipz zSD6(dR%Y6PBpQ!uo{eR5$dH?>HsMBRV&OV9mRu3|#7 z&EuP=upo(wV01f)xCRTvXw*vJF1%;shQ#W?W!y}N4U#r+J%Qs{t0S-hC%%cmha_}k zLDB{;5G1BAF##!2VoXAUHPz4z!kBK+cb8&yU-ArGspu-q!*f5lPQXli>|}Lu{7kKLu{8scg_f2&8}Ol#*VH# zTpadBw=TN2Z&1CL_a0*CiMDS@wfk#6?z6=QHqmUh=Stw{`oo0*Z*m7?C2(lAO4x+~ z50st=jUx~$-~=KlI%%FCt?v{dQ3OS&-?u!*KM+BYK%fct=7&T(gONOpmACrI2T7U7 zwZ30u2cv8}6Ggl?vuyHVckjV^?743LXPP1}0-_HfhTT2b7g1x0lTe5fLn*~|%#w$i zj5KgFgsb%>Izxo;E_ETpVBoS}@?oh08?=(#Rnr|Lf?7NdJAb`UClG=MqERelCARD6 z6hdQb<1V^z#AWJ#xd4gxd*kxz5pNTZ0IKA?3?;?)90@sG*RjGb30XaXd%IVw z?(HTZ6zbm%qIUJp39m)>$9$nQ#a@98sd)VaRJ>lLVgf>;4ykzEnE)kJvHx5srs9&l z0vl5Cl@n0$l`0hz5DIlj#pT(YIAA1HvHy@zdOwf?8&dJr6HxKhDisqD3Ux@u?n_G( zs@Q*BDN}LDUV(M07_R@$SMF@AchG7wc8NrFoJX9`sK@wt^Fi^F0Y;&Btq{u(9t?In z4O&GI&wO6@dDPjB#F_vTjakWkN5G4x^$P1RGO&{SZ`4x5% z1rE?6YhMlSx!M8=vvbe zu2s0^+@6h2vA$4cr-bcus(Q)#LY2MLqJ?VQZC-J0Z`*-hka+&P*~+X`(q(ZFwYgL612t)%R-tVklTC^n&fk)611VjTNK0E<;8dkXz z0ntbZWJ%n}6S~t7wyFdz@gcmR-9ZUK288*fSlP(OM{E7Nu9) zl=uye?zb#-(|mGcnD-v8^$EDcR^Upa9&F_c5zy8b0nIf@!Of+h0axXT-!Zkem33$H zX}0}j+8qu0P(JV|pFSk|`;#{MbCP#!()p?e{!I(`H2)+U-{{VIhphD*MxV6;ZIbo? zHeb_V-!{SC`EZ-)^p|bm0Wmiq#zh(WTNZ@*a5mV1YZkKm`R(h&!NHgyI%p6YWdzb6 zw}K=HdH_jo3eHzdI8Mv$wZWq(x&f(Qwbd*I!5fy%S}8~p^x`4*vVxbaaN2y_8;HGH z#B!~ImqpqQ(Rxkm?srUU?#%MuVYh%gT5e{O*&%^CX=7A_um`BYT{#_@8e!dCpJykX z9wdaPD^vNdsn9-j%$+@!s;t~peYDYkoqW;~h4QKAFXSo@X7zoMzjP)df$5Az2D9SM zCh)-EbmTQ;v4{yY8Wg=}V^rgZZVf50-dhjIOzQ5q!Gxl>&d#;IWhHbNcdMvu zk#>W&Uek!JK9(as`MlB^6mlHfPc{E=Ths30l3CLt?Y5@%nzkk>_+YJm0@+_SEmrQ> z88Sxww6kP-88rJ;h^_~p#FPFbgR(_4zbuJ z9wh-84I&9PK-JlF14aY{dgHvqNjiubAy8m_?y->%^XbnAGeAtxrf?5LI}8_LPS|(Xp$FnhGd+;DJ0zroPxK)NQSQ1N|3T<)7kA&_aM7DdorPDQ@AioiV24b+{W8F zXplSrNw7KO^8~wUCl+yyzmq`SCW9b;^JNX6OmQIiTZ5y_YJZKVI2?q7a5Z=3C*St? z@~!T?Cg$+4 z?2h*OT>>*j$1KPOF-p$L`s9!~q{$kL5_`198+aK=cyV@d)4&h0?ok@FZ+$C2uJPPbKLX zxNP{Qz>=9L%SkrjIvT6LfnUzf$+iZ9y}&i8&k9ee`uq&wUi4(RkiifqrtBti-Ul`=y(s@&#d zO5!`|dLKbN0=h(@AcuROd(-{`W;uk?Iqe9*0)xWqn?VpXVKt_hWUL&LM(-3e2o{G3 z>==)dAlz2B^8zN8%z;6=wyNpJpx0Ow_OSNhj6ne2x4NQq+D9BB@T0eNv@ft!jaFMR@D#1N&5Ext z_7mu*XYqGEM$_iHE7o_4aYU+hU~(2GQaJjjwFrx4IXz3lq#_T&NB`98vsi)@IgcV7 zY_#en-DG`nA0Z}7v>0`Y85c}Eh#bGD(fj7RFnYaai=jWwHDlkvAAvqK%g1E*I0A_N z>00C^eQS!jMHiExySP56<2L1@ZfdvDl!N&7TN-pk=Ze>MG3*qbE213)j^5MIee*5I zi=OsU^Sjj@s+hEV)>d&N0=yLLG%n~yIK4!F>ehCB<3r^15;|T~#mzRwpu}boY`ymD zx)Db^(y3hWjTll1*{vDA6ho?#bcFUf0yUjOD%O$fpnnSDdi521P`X)bMLq(*dR2Q4 zIS>N@NB@*EoYEy>a^oXHjs7VFC|6{$71FIZY5Ean(C=zHL?m-U3}ZpD>TJ?r=}bPs^8MO_09h9 zH}(1}QEQ60N6A-XE|I95z*oNtl+ofBZgwf^R|)kh*a(M0?Q4RJ?yx(W+{owSJ`~>G z$RB6vHz7E=R7zpvQqlyR2QBw4!g&z+O8jV1QvvrC=r9F2c9EtCeaE4m@!pC{;U0=%ll@nBTO@U0V-JU!cGQw(=qOd=&hsFWyyxW6%jpXWaw_fwQmnQh+EutU2BmjjQ8dsb zi>MfLit(#KzX~_OqOkk6gd^H_^MSDgKgIgL$siWJK%?OMHZ3sf&UNS%OX!$*C2WmC zLG~590@a^yZ{8w3>o`rzWOS>5a^4DKAm%w%$`j?ff^rp3$zLJ$O-6z?oh#C~4St$N zyDmPJQiS$h`>JhbKyr(h z(J|;mBO^q<3O0IG1NW8igXPSH{1nqBf@~#Fv~xTF@cykEB&a0<2xO}OGS13d1EyzF z+O9I&M5agND*+=U3b=1E4{Rjn;zI=zf0-u4IT^(Wg(MN3loJSQK$afVQA@YR3z@H%5?Q<=1+%`>&AT%0>M9vBluH_SHH%1TtXiDP809E3NE)LA z{W$m%i*m5awj$oQ&!#7Tm`&~3ZY9=iSr$Ka&)P#hwqQ0IXtkE*l>sXD?^B((?T5+@1%LffM< z9r>d?AKjbN4kT$hA{oTVpwK8|1l9&*Ov469v^F3pR|2NTiUelPcDm!i3>q(5WjAUw z63v`B8CA*Q{7CyxARpux#W{}mPLvNK@|7a6Q-dWE04OdBBq6!U3x(cvD5Cb;1 zkNHjoR*I-q{e8u;B8mEYn@gn({sV#n zW5ZU)t1)9!F*zE?oOpmE%KqG@U$uPVuW-|7A+Fm~*8y+jw_~|kwbUWvQsq(h7uvP11_Blq%2Bw0MN5>m3ZOQxI05bNw3va(A>x^Og&hl*baGU2 zh!aV@tpy3CTi9M@5W$ipUBS^T;zZG}Ygv4o^UZK^iWi$>o6j@8U>NIldQp!gGfBNp zvxxIL{krzL*ifKWF^DKhLxJKDCy9Dn3lh%9;2sL7I%heVeXM4p>C2dF6`?IF1Zut~ z>`V%`?6a(MrxN9oh%;W5 zW6JhvPkn~4A7s433)h~_kwKff0k`WaR*%0#i-e|kzwSVKLuA)PA0 z#9}3_z-UzvdO6-qxRwzMleB6KF{z4C!uin$I#|_+0FE+~L@TWVUSzQeOgrZziA80B zHB2MEd=?7&0t=XBpDtCWO6jn(B^@HQEbR+TNE$(a6w_gOlFr&;E^(~~f1#UC4Y^2B z+QQ_*T;k-yUud~%1Z`EQhDAymv|E+Uh1MEM#}fr?Sb|epKvy<=R1`)gMiLFn5&0@N zLa%E73Di}WBBl8>>{7^-drlR?c1g6ZAg@wE z^`GLDr7A=DzS9mD3Rt5-(Syma&^0lM5;KcQq+Gn_O;k53R}77Rxj^Jx8EmRVNg1YJ zB?f+1nUIzsoN(aox^pbV>8*+nO?GkNc28Z^_KySO_?avTUGbJ*VzVUb6n(s^ zT+R2L_Po&OWcFl|!HPTU6pKMVUctxTU>OtTlZbqkSm;$PNhmQhC6V>`BW;hMC_`bV?*dl{NjItme3z8^1XTlyJ_n zagk4nXC>+`5l_vhs-d{P(JkgD{wRmO6FH0s1GCOx)IG>LeP&A{<6oso2@qcg#~RW) zzSeRFhC5;Y&#c6Oijy18YNw^DGSH(j~mAXgK7{Z-3<0y9&~rQ#Y5rM<&~0lXQuwWqGJ&5J)T|!^!oA< z3xO-ABM{PAN2SVV!zFy3^rLB)9-*9~lV(JNj?1~q{$+lAX7c13ta%*f{m=gNv+p01 zEVJL8b-~Sxm5tk5*YB@hTJZoqENs|uqdhC-`tsHQ)qiwSR5=GC&msQ0q9N~3OiZQEa`TKv#fWxdU4eY zzVZB-i%9^z8%Y%WwaZr)51%oqgl{5I@X2BrQp|MNt?-@39i@{?NB}n$B>|ZyFKK7P zZ11{P`Hg2SO$GtnHUb6N-H@Xux zz2_I8arugyO+W-68YKjo+ac6%W)OLp7+y0po(=Kv35(&zqvY`T5)A8R(pfTNK7v z^Y6C@O&A5>llKUqI+BdK4`IGq&>}h7(~^V$Qj)l1|K^>$w|92E4%9yOO9p-;I1nhv z?hbcz_x<&o3-53-mjHMV7A1i@x8Iyk^PTH{t+&tZ6^8(F2Zk`}t;enLCBs>K2EP_k_b|0>8p+Lb7%6N!TFas1&EXv}c9#sFrAeF7wKe9R^!f(MNf!kvn4aq1#0 zt^4!m#zz&D0gy7P62yr}iQ-Nsw(`6mn)*r5ElUmo@D2A~r_x{b*54><2uOm?MezX>M1=gL^zklcEjm!SgZ2P2MG6(>+5h%#+ zr2h8ZF03(ihj4v@SIzBb(J&W3c>ER)a7qIAbO`>6oiT8bPoH$g-4QKfY9AOepEwyP z8YP9hSLLgycQd~c+V`rOMF2f30W(o3;O<_PQypisS?2Yh_Pr`%QUTsZQUQM~vg0*> zK9c}`$s_>3e97hf?uhe2I1g?gaU=sjYzG3Rakr;`09z1dgPuQ!Y47QpMF6%7g#zyG zIzJf9W&^L2x9>Uy{Sai6zrstlaqGT~(}S6VwTkgyvvqv z?jDN#VK~IJABso@e$);GO5N@$)%)2PR>ZUZ&d#oXPPqNd0b%2ZPhNBB-RR<0CKX_B9lYdI&G&tz5-D+q<)QXY=+we+t%qwpVcoAa-C- zsNIR!&hCeSQr7l~n4lj(Z1Gok-7y5x%=N49dR?M@43P{1h;0N4vb%5GdGNm9E7~XK zoO}ST$z6eUPYLYwvT??Sdlflu`zZmFQ$U0OCMAu>TL$A<2D@}Ui+KsWMKB0pw-G4F z?jC1{e^8B&18`053as1HAKcq;7lq<+XM0a4Z2aKKYc3~o$4mHZ zCp#EraFTei*tUJVG&u!D@nTXYac7FZxP5c;{uYcdyiU}9WK{C-OHjV!vIJ?a1Gy*b ze%58RtFR@f!%i(@GdHB-vuHXgV=%Bl8^03(O50@jukk^VWps1$!xKWv87qXOiCPF} zo!)#p1t;$mvuV~H5zRh1F}xNGg`SKZ@=39BGh-JxZou(1YyB1Y=cDelPe3=$Y%S`R zLs)Mp{t7MG(#79~Q>SkX^WH-b*v66DB<{xQ;9d=N-L2O&P=RZ*hpN$iK7?Bd>20q2W&w&M+X;#dKv(ElBA9V&}xJ9J1 z$K0qOuKq8YwogCr8qx(}wiJ2Teex`bOkgUJ$wW5S^fdn@8{g>8dWY&xcO+4%@VJ4ug~Sqa>UaNRr%eklA!JhiV_y@8NvD@uqG}*bUI& zs^Be|;WTLJ#>bj4e44Top#D|qMIp2l2yYTiCsUvz?88U6DtK0;+WFNy%Rb3AANK}w z)T1QAKwCvBn}rjy{hC6ez>~28v(e5h?;Umvs4u#iO=gEqCv9Aw;9}qg?m?koli~er z+8q}l*r-?$cN#lEH=d8M$y<=^S4=&V9)Y~BFEe(cZrmeyc!Z(bSd_v^_UNI_Qkh8? zvPqg>{oSTf*TW`O1O!J(L7FNezX3zHY`Ou7zS9Veo2r{dNB{>C1>WaE8|7uiPV^~U z2=fTScVPMT-+1A3FR=e8L43Z1nIPlgpqav#Fq>Fe5F8~1neW1eHV;a78YRVL9BlZW zO=rBcmmhv^4+^7jDT&C26ZEBd@0nAezev!^Ek+^pSTCC)mvn7N9ChKCQ;f!4n~OmR zzJ)?rffR`&s`!j}C-lZs!9FG-_)auR1X9c6qmG&sZsCo0p8NPjOMw6>LC8urW-#rt zLp-1kQaK$Kq46BBlS2@{g+n3t-SO=_R^BDVUnXeJPG%u_oF6E3N;IEQ^vUrHGfK%J zBt-d^iJT0pk+I=2Lnr3O!)k+e2rcHVH0;YX*kxIeVYAg7C*Bm92IdjMjo&l%Om=i5 zU9fNR(e?hv^J2Dh*qu(sSy4D8`DY2d-_5N`CO$u50%nj%$8Q9L4KAXpTB-?cwdL30>}=WxUj z%m+BdI8N70Fsle@@atyt_l@#|PzxR9Ar{p_5G2YXqy*iHUHlW|hqz(=D3xXgiS;8I1Eh`oBu=LLq3%QsE>=U-zukfh9_patmwc{v3DqK!| zhE#xM`SWBkp@}RAloBUwmz{jr^#+4iC?$?> zvI2Crk&h;Mk*#EpA;LgW?1Wyym}24xaj6u;0;5FmP23^ks&Qdcq$tloEF$qMBnrGQ z>H=l5Sc*)Ch4@Da5-F2ag(N;$N+RDV9@vOmyL}Gzr)gx7Oe&5Cgwj!?naD!F93BvRKz5tRkd=wFwKBGEJZ>k!<*Kg(qMo>Pj%DIC)G^N}LK$ zQ>!$}uDIPN^fbk$hAaw^62v!`0!?0MYvV869NW{9wi>}E zN*ant2@<#`UT6%@cX}-JpQW@A<`*Rw{r~}t77$OZq3>~cNGc%a7bPJ600C42`sT)U z6V|g+=wmEhin(!{S)6E&DLN%r;L7=(?szbRd2w_lG~7w$3he(y8rO6)tPs)tkwU4& z^cDPoMjbN|>T7Jj6a_zSZWRIs@JZ?B$LHYMMRmO?zj%?jt3HH}-PNdW^XY()opL^@ zbF@bGJT^9IBs04bIr2k&GwN^SZAq-r4cN)boxN`FA)Glyg!y^3f5MGT*<%}&O;>r8 z#hzbpx&Zc+u44aHEIn*D?`OTdpLGrf`$Y17wd4nIUd*1PLVngJAvcqj zuW-WBLw5>~%WviWM^2gYrgL#8GL=Y@6a0 zGhVc5o0?)kPdHkbU6J_SZU=2bKB5^wMOy;FHG*tnSggPfmd9|H0BN72>NqC8zTi$R zC}|rW{at$(*@iCPf!gDvG0Xu%+EvhC8*!#i3`oMj3zfX30h6-_Ou$fOa6l3N%`|G& zSU87j$O4FJEkVr12(G*%u8f^>|2 zHZC9$pRKN~61ej;UV+Ga!J>Dx4+o)MSuE5mtJP2eLX=joTwSPEuUw6QdNm3v9FM<9 zs6f6FDubZ3O3qT!zN&7<-iLi3*>u_)k2|A$4-#JR;Lg!{hX<9;`r5_L{$xzV`M*;6 zb1et~k!#V>YWaz?3CGbgRq}tFtV)1=YjrRYl!uV1wUCEQvjW`Xvh5T9%>osGnbs2< zf2oBf)1|S(nsaOa{Rznne4C5RKr0iIML%2WUS6<+)ZE7Xb#h@%b}=%V-)Pau%8Vu2 z!|cfht4EEQTJkGjRfu(U=Fk&-EYOWrA52siGs?%C_c|0cDxZk`c_b$_TW8*a1ik4@7iZ?j&u zjpfD0C53O6af_nAe(_@G=-^=W3dy!2R`mt3@KC*h7K&VP`)I90XGbH>qN^Rb8Iw5Z z9FFRAV!+cw=@$fk6b*h>M}Nub zK8*jlI^zj0xfs+3`FO?0*DGla8d?XgjL$)b726y@iPB+b%xYQK1@qLb|6O|dT|Dc^ z?)qNK{dGsC%Rb<(p2WDurzXolq^Wwb>o+tyS4_}vbslAdgToosf8&*J6Q!bFjaI#> zQIonWL|5P?N^N|aw?#IHQ*u_J)@k%SKj4$&1mCZ!-B}-lX|%3YsNtZH4T<{bxEgFQMk2aikmwzak<`9PjgGpH zj|Q_2T|UpN0mfKe(e{E=FKC3WmNOc6*}Uz=4oz?)?)r(ssHyu=>Q^*Qm$fy{cPY?B z%cF>VHBx|}+Im2xs~tLwPpeX(UIml^h{8!5dup8iL8MgrYNs4Oy228g1)@XsL}3Zj z_v^G=-7E*`^aEKVWWfK7mM0>nf6XT>W;p__E9ROpEIk1+fn_77Wl&Yy zbk%rIvjetV{Z)w1;Li+N}j)^!?AwA^~0ht4dQu6xRf|bk| zR3qjv6yTte*E=TS)JooptiNgHe!ZC9W)tChkh1oTg zq?^ZkhA$_YO2YIb@B#>hHsHxmI;(3Y-n3pJIaDE5KosUcOoms@2$wb{3kDI084LwD ztmFm9WI)U~L_m&>$xmP$Vfb-sCC9{M2_s6$i;l^Fg$3JcB?}-?m=_(BpLC*PvV1Mh znHL?CpLC*PvV2Wr4#Z@5)$rxCF`3h^_6r6=d4+2sSI%D;d$bZQkKn1=h)G}GG#iz6xyU9Ad1L%8>B zGO3C`|I-5EkC$_txZcloPz;CWIECzpQX~Do>wVF`;YMy1E@FQ4^C6YvwDujXG>j@0y z@UE#gOpkUZ3jpljct>FqNckDfJ@XeLC_4#Q*26+)lt zXr*;R)%lC88Thik+NZkp1*(qG4yukbuTmY|$(m4g{{5>=b>*&ApX#nGP<4!UP<5Pn zmFnoxX9-p3KlF^Lt~~C{r@E^PR2`!oR2^roROecl;D=+bjC$)Gqlz-o!UU%8M+$fF zzeeF)Yx{TqgA6jPBiIfu&BbUp~S*wJtUqJSpaNc5d|A})~;=mLKV}s$#7n* z_Du&#wENg%QUM*qQ9AcK_H^CCoz$@f{VK=;ghK1ei-Z=6by`lEC@<2)D{wOQ3Z$!w zK+=I+9t5JfaH3KT%ApFb0uqgxw!B4Pu4;HJ*$3s7Nphv0X{Njg%>Hzln4`>@ojo0d zc7PD?*4_2yl`|=???5r+iDV70Xw1Yb2 z%&T-bT%eU1?I1$Vyc*%+tULrGRv<)Hb}hL+f@G&$AL&qkOtj=`^6(-yU)28T%D&Lc zu+~X|CrV=s7BRRv6sJq%lVWABJL?^0{mytqgMZ_@Sq!2!LgNLkQ8HZSFXfLrT{sYh zgv`cA^ka%1P>P>lS?~rsSv{N5UZuIDqN_iyo|SPQf`AD6 zAu()voM>Fni?v!XN0#hpw9+T%9R9K_u)9WQFgWHOyYhTD&aaKs^l-7!@; zZH3pM>;Y@MrIC_#78laaFfVB9ZG6?SmwX&%fkb%)ITwLZ?q_h_*oZfwHJZscKBUDW z>jp|WD}a^{^x-&>E*yZ8-Um#|9+)P7h1Bu^lU`yUaFUP1Onrb1=D4xo>e9~MFz-Dy zT%hscMOr-mgN3#+X)A714SKw=u%_(h;RvMO6oJH&(}sI#!X5 zyv#6;mu*-5du^htk3%$g>agV8872Wca+&vHygMVk*tiXDO4p5+zN5ALw%Ple+1oGM z00UxfG>nV4 zQXCmLFlf_klpkf{P!o|d5g$8hV@jL08>s!BRwY@B=6Ib}ZhV~=A?ZP< z5+`hx{+g6MSWW)Q)+CE8V5={`PB8Hmt2SLPdp_y60QQuwVo%D0%Zqwf)IGo5;Yzpv z@f=RU+nchZ8poM26li>fZzMC@nvoxBS6s!tS@2^R1;g(J9ejV*G(bkNswtjEsO(2B zO$l;5=#EBouH(~%NXGfp6iZ-JGLcH)piGBzdb`~}UWi1%rKUU#my#yFg%#b|9PUVl zvoT3`ASO)Ap@(z@z)urf2l0uP27RNwj%#PTtU1ZZv560%CNgbyZ39*Tl z2z{ajB6kUS1QN5uGDqppo=m9E{j0=++3cbPv_I8?ez&?uwoLZ75=#ay5iJUHAJvk` z`H5~LWpJzxn?xZl_h)JGD;}{jsQ0xT->bGk2DuOw;_oCDf-#7efTK}n_+d5t{Q(Sn zEkF8;v?6FGv0~^Cv?VT7i*nGN7sa3ph3&)nl(^MjrWJ=UiWP}`q{Sjf)wvrAI|sfG z*Po9I$a&}r!#_(b7vU5w82L&|_Fja+^f+=nhXskl?syCrT@%awReA}<$Q5&}BdPth zmN?Ruf7SY@hZ_=gfl8qNqz2sxzGbG9e5t;NPn--G{ zZjm{n8A0Mq8nKBM1R+xbMRci?!H|^>%%Jlz?!QUgr4mNbLJ@RItcbQU$=O}mW&}>$ zRy31naWpC=N<`p-9sZ^qi36A55G#blqa=tJQj0J8b`tt&+P)w2sV9xZreunk$eAAO zv33JDC_O1)<$*?n#1lCtuV~p!j7q*3ughm}MHcDqQ+plf5G{+qqa=tJeir$#Yej&> z!%xK{RtojL?s6jJfY5BWoWyb{92I{1BDzj@HjudM)J$qfBXbmGo`@mK(V~YeoI$Jz0*!)C?$t(V?9p2M zqT_#+pygEX3kp~9t@gT0o|yvY_s+@p|8h~1DsJ`VR9|W-eG9BkDeYy*6br0=R`unh zi;=#egp;GW9+_e&;bT-^FuW>Rs}-UpKfHBvVXd&_S6|5TTkW5|brq*(^{OH1)>5pi zgxNKa)LN(Xb#ex0d#N%-C+A{PM<}{r85vXXx*&GV1;iA@s*YIbGwqPR=~SvhyhMm) zOEI15~AYz%Ay0)=W9G6^tJjo7-H>OW67>gRF;fR#i#YO#c zZ5c<$Pm@P|&8LPq`Wx+IzEu@!O>^lx#j1+Mp@tlI0X#0~!Q%924jZ_gi6;#5yOU5ub4i%UJoVmy&8eddaNlBMs04Q@5$GrrW}F|G@i)de`-r|*IVlUg#7 zYPq;sIb4oFtd)LN4zsE)mQnl=*9n+42}Hp3oq)-%j*z}8h)9RD3n3QZkkz#iw2zXVulf-$tcl_$N06q`B%DP+n*aXkQV(nEFoC6l#`@CixVm zafLR6JpB6^*AU!KM5`fg;KP=l2JEB=t1>A4z=!avAuRb$%SWo}=d-~O z&iR^lABFnzKWS=AFL_%E@2eU(IRXQ{{xEwo$p_;Z%|E6IFl)*|xcV)Pl+3Ilr1(ax z4nHf11oOr-Ye5!4><&aK*8L6+2ZF=?Fn`3ReeE*ENjq&5!al&{C9P|6bdZ2K>ORb% zzZ}r5A&2cCYN9@P`UMS*oK_~F6BA2`HU+IN0@Zt~>X1Qu!`l0EtC zPe1$qG2KRdB=>R@E4vSN`K}H)5AbNvqqW=-r;m#Rzh+sVmVP{*j?s^|;B1WW{&6_%ci+U7f4nYAX@z+HXDyEEG=tn1xSYXhua;BK|ufffpFk8eN z<&7@Xn#`8Rc|ThocSpv^@8{KM_cL}hN7l(6Ls0{4g39Hs4;Edew0HJkXLARNPKpAK zDD8J=@TU>*H>=sI??fwMB$p-0W%bi%$4fWh`I3CT1i8*q502}}M@#yZ*=NV+c=gGc zA*bEWA5^12bsXG#FsbA3?93;SS3zr88jL6N*%CXFpjhgT`%CyefbfnefMHvGJ0(ft z>9-n!nKGiwi0JXz4PLFno__|sU)8$6>Fs;f?9_L{0_raycvG1asDFd!Bf4AdJQ~an zJ4b_Jus0YEAXZ_XMK#YZl#GF=@f@|dkk1ZbgWHA4Fo!!g1_eJ^fS(c55wVn;gaKIA z0G1hmWdz{(n>XPFD79MpK;<4w?46|tB}itW^3bP*7AlDn3;l3++8q}xHCMj-qowlI z;z!(t#EfsjO!&${cR0+ZRGT;IYI88|XOD$36}{sxZAx8pmNU@)bkK#(+RSgDFW{dL z8(yg9s=ni_K0AKtHsi}EzC9SrBVZww=|EJ1HbaO^(!~d%MvJVUYDvt$xFs~yO9)*zi|h; zhM@>slWE2r6;AW%FFnfGnPZdH@YkgsbaOUuDckUUKGq?n{D`^Ei*W8D0Sq{1lj7Qi3zH{2QD4cY2Nzh3 z%EuRg!`?8vz>aFnrF?(sNj{%~ z3$sNmF4H>`NDpR*(|mq#*g4GLV|F|u5iBD23ky~X+JVzHW&p1P+GhQ=P&IHP9!Eo9k4%HF)2Qhx9S}%l#%3*l;6eeQKmVwzadvRGM zJIj*U@yqvk*29#z7R1%zc~L%5b6feNl?hD|BF^e?g0%_rh!6z6%syI{XqMUde;Lpm zU%n^sEp5S*YfIbHtUrM03Xy`H%nQfg%tST@GB4e~zO^fQU?%(@LLK zE<`9n9QE3r3{06nY1ne*=mTyE>@cdaB61wd@CBFX%ma4K;L`Q&+f0tDQF7Sh9mB0Z zZ6}dUKVCNU?J^&WaVfv7@>Sjpm)H-m_ADIuVp!(l0ET^84?bZ-WH=X#W>67#6FD8$ zCL3eG;sC<31hXu_9KX2%Da~92m?iNHEcpYER5oAIi$q+mN5!$}1?7kr;F}%+%DjRA zZcC96Znug|~mxfj@fK7QfR=UzBYrjC+T z6LlQPo}l1ybO0-wZMuW#4`0spTIz&WaPnAO;;`M}QA1-rLT<+hJ za?fE>b7MZcGkDDNcKH8~CQRJ-BE>D8rjxB@roa))^Xrl! ze{E?K#x5)`hFMfGa$kbsxfqdOAagY`b7qRUSzj^ch)_2W(JuaN-M+PyOoWN@Z};Gn zA$E)c%Fjf+Kz~cb%W@3MmG`Y%Vqm)@AIfAJYn18dMt%JZhH&#PaCauu|8+v`P(}@% zi4ftM`PywH0Goj*HOVw`DOMw8Tr)f*Vg~H{&pSV)gZEZxck>_RnD7*Ox z7x0dE|9%^xORBYHBm-Y1QrQ7TiG+ria;eVXoRHb=9u(Xn}$}a`?^6$@%zqPAI&1`jw6>)Xv2W)|g z{mIKf`9$P*%WrgT8x$_UqBvReCdeX=U#S=>Drkj!GNHtzi{qfy!NPR>ds;?O@1ZKW z*s7B$01T4fD(QAq$q=qM`DL}ny>g-1;F8O-;$lw!zFxk=ibM8^dK)a0m*kc?x#O=v zMF%U$VmDN?>b(NiYvkky8&iL&`~Zro_2LwP@qV>7N-C!RiS0LHd;pbFo&~VCbPR#h zfuSywmH1(U>{UbX8icQNY5MA#S``?UHNWF;uvyA}zI2=GX*QkrW=q{AH4X7ormk;j zI-U9W(X>06uoc?9?67+Tx4+X{T*iyTT=HHnc^_Z6y>!@x)~z8g?LqD47=&U!96_zb zlB}U#dOsUZzR3hSs|BL#QZX^dh|OiJg*qRlH6B`C;wx#ypb@nu{3GE`;``&5K4LpX z80=S%Ry+B$bF@Z?UaQu)>8MAm%dkufbdJCIV08)VY#*%sbmmwsmAC_$2uX@(HdVxWt5J;@nDUup)SE6*)(HKb$RK227wpi zbU*7ek>7rF*qwE{P_XPVS?wy+QWtSEy9~fG09eMBe)|{jbP1knuPd0M=EtwFa_xTJ zT+kV`7 z?ux*S*y#{KQlg^e9DKqgx@w)E+HIpes33Kg#D8`iD#ZAnQ%pNQCphmm#A%b28g!Ra zK+28l|Lv~{s9SYG+4O>FzCqETe!vcl5j$GK)Fcw4?BRmBy^LP zAY;oFBGKyvX))+Ed5J!{y5RS!lwVG>5#)c^UhgGk3A(B@;74JsrDa(~06`m3O<#w$ z#G7JO|Gj9w#uONluXe?5sjH}b4`vQ-MJ>W#i57>9<3fCcAq}eJ~&A(qE zf^KRA^u5-gHC+kQUiAK<7nvRO3Ap<$z}ciFK6mft-ia5nqe|_)lhnxuytnNAnMA&; z)$-XCB%|+biM^jo<=#)e$&&A`fjJ{_5S`d&_`BuSVZI-8un$Kr@M=yt#CSaG@NF&x z*$36gVrWXNXMa4-p)PYa%zna#f#2|cY6FSryTjDn5WZD@q$`-pO-(k8+jaEeqv(e6 zRTmT+!Oxl@;Dp?azf&@1d#~8+8ru-Urd5S=*dRWv10q1w4e0A7pb8utb#U0U-0Z(w zvggx?ViVYkZr~fYx31q`y-3-sne{%;WtFxRaDWZ>wr7J<5+0cvt)eow^?hc_y@o@FxDuK1#UR9c~#C3K4VFMUr1;Bo^YvYgm!MDTQUP|C@i`CGaF`m*NMVvg{1&d ziRk4G!6L?ju#XL<*CKdjPo-pe<-u)oVZSRo>(szF+UJHLV1 z0lXhY(9oNCiRvPTJauSGfUhxtCBqoY!Ywef>65k9*6M=hJ-WI@MJBtVU9mm|js#BJgZ&-e0@8x=t+D z9*?A|@F*sLrz((c-FmQbeK74!yZiK{gZ6X>Dcn zjH$FLuihFCdJm`T7atNcx6i9JT?y=reh}q*9MyXi)ZO;hm1HHRR|O_u1B$B3sM$_- zIR0bxB3)H)pO2Mq8QTe~~=ZxCbF znl|&(lvrL83;@ZuD>VH6&D9SGkcbu42$B-V=Q(+RQI&MPf9K|n%QRnZpL7YL63WYx z1%Rnax^CZPXXAB;aCi+-P5Ut{qAX#ZLyuTgM)BrzjwE_M=7!r(5vcirk|?N{lNgvoFZYN zedy*iC772413+x4hRbg!FCYv8=RP@IywiBmBJoK>kZ7mej+ z#JcTMWldLNJEI>kf2#_rA8!3(+e-cJwr&E7ti<%H`kO(jQWSeP%gyuV+bc@bRf^IN z7^S2FLJSvIKSxnjoGm(!?}|m!Fb13WBUvTQI;Ujp+_-|@!n`WIDiw;h@ahU ztwu#wqIy;R%^+3Hhu?b)8yxz#Z{ObCHZrgF6RL!^1os+w7}GGfH?H3y3Txjm8A*xf z^PD^=sw!%2ALg@s*W9PjK5A*Y63`j_fGMXE)v(*kiuEg(iG~uOQgk&c^?;$ON&^4T zZhq~PKtWXEd0DamFjW&E_t`E0IAL&SXP3^+w4VUMq$RNP_*skvcW%ffhQt=sbd?45 z1BR+neNY}{eHD(Rh_32euSYTF4GptP#kD8M*0);>03 z(h}Ht{EX?U5+2lsvGfEAHRu>V0X#%n!$Z$vO!?8qmN_fj-jsrjgO8yHaEORT-VTwnZ*B%3P>Q7ClMOtD|}M;e%9^73Gr0XjT0f0s&W9z3Q&2{ zA^83QJGPjiGD>h7r$dycM05_b0X&{O1itOVX5T(s7&f5WiW>(&LQ4 z(8l9IOi@BPQ?dxEg}-LEt2SyWNh-CJPr^3h@9|B=#D!af;Uozd!2~qp$!(NI`FrA& z^ch^0MHA-6xs8vyg!oRW2h2KXM}D5Q?NV)2SCUk!E1!hzDBiQ0etR&CBn88n1lyVb zW48M?ZB0{@P|oNFOfCKpEnc(zyG@8jG$opI=n=#7zB}QP_cl3pr1A4-vX1dfPAh}+ zrW5S-`AWII;>86*-mEJm>|F#+p=>f0t|kktbrB-*(ikW_Y~XIAZ#!ON4J~gqkfN^(^BeS^^_c-rbgVXGjED ziS2Cpgc;N`1eBmyeUq>#?P?ki0d2Yx);Y||Z&r3&8oT9kt$!EJ?79vY3LV*pVKp|Z zkGjP8MJMNKuuRF}{=eMs92M6@5zs9qJZrT#pTX$@( z0MnB`GE&<+PI!&eM@mz|I*Ygf9M6DSf4ZILbls(Kl21rVFlRUz&I7P~)9*WQrsQaD z6qH7s5?M)5;&?^T2Na%BJ%jHwPvemWrYLc|syT$!0k2txX{8QHP^m-F2NZ#zv-7KY zmVJ_KKJE>~83d$xw+cEIX^HGj>j&2KJr&7J!8^0Oci3e&qTb9VGkP;;`5VH8Qw*)8xW<)*F3J+)8|>U@!Vv%ll05VE z&M+@%J8YHYImt_??>K*C4(J)wGO_!7G{IYik>K5JlS&b?65ng&A;T3gbRPz_{5+cE zhBhfHLz~YTz<{C6*ApAsNnRP+`6I*Ynfc*{hLKZe&oM-6HEir7suJCK{45%jF-l7W zN)OWzC^1e8L_?9_4F{hbR@{)!g? z0QbyVF|zzJW!Bg5PKWeXAD#zWs%pqH=lnD`)kj|k;3{havn1PY5+mx+Fx|*Z}bw)p6SON(+d(X09s{~w8lt^Axe^=P97#xi90W4$Z zFmYmss#dnMX)D{=zc84A5XN0a?pC7>Ovm|`p zZJM=NWF@qhB@+PTX_Vy4Sq|^B0|W`G#)fs%me9^!hx4cvJHY4ZDcv--b2wz;2|?Mo zrwnnBSl>igC2K(JnFvAjHb9lxbOX{X0=4l(h?BI$cos2>GWSM4%%?wxjkHGnSqgI_ z+REJM5o;fw`~ph|W4FAZ)nASC3!ARQ^~#216Xk+z;Rfa(ZnLtqo3keqiY|o@*%uc!*1Q=LtiA=;`k;m1&n9WoT5GHSX_R zlqI+`w=^q2R^8Ek*d6Wl>HOi{1Rb3qD>1z+nE;^6l`i`s9B9y;?y4qXFK_=xDd0Jn zNU&dY0*JCQTg!tn#wRrJq_DE4tgNgbus~CtJ#63pa5op1JCPWZqB}vfCAxFy5yR(M zL_=P@-K9&(jTg}QGR}-S(1?Tbn{knt-*H0#^woh{e!9O8t&g~2ia?EtORVSdvv>yp1y3eJn!u)V z07)A=fMN$K^qg0KoLWi***UDXz;omLrN-wK1X)P5Z#kIPu=~bgJ}|b@q_evqPVFuk z0>tXUfDp|}Zc+>eO41VE+42c}5)SmgNRV6zNSeMx`nvI$nZ7z35+A*vPY0hs zd+!e6yhb`)O_2?`m`K!Lbp6Jl$42|x_L^|IRxgN4s5071h5)fTEfT`ro0_}4(nWht zTLL_X*#W-lNfq${RJ(`^M~-N(nPNn1agbQww0>Ylk8NAqc>xm_W+I%fZE5-vt!!KR zF~b_G-TPU=)}yS@pH91o1Jy42fgz6V2=3>O`kizgfg&%l%8o!itpju?A9gJ-NC#Ar zr$E(H1~fLGdH~Z#aBGhpUDM@Ln1uu^^C|ob16@647k)$f*SjhDE#49&xR)gp08~92 z2qR0Y{iK);lyoJeR}>q-RGrc7<}eE7bAd!rDKff}v_y8ce8MbPJ(K1fjHj4MQ-me3 zSJmHftzmaMI2v?^as>Pf*aJ;;m!dV;EF{#o>|YpY&u(~>7Vgi-un!_1cZVxoJ}~a= zO$P^uGizwvcsG0`GbzZMHVTmA_bbybe1Muo;6kED)GiwQ?(Jsd8OJ;`G zmp?E$e%!#8g>zo3m!N~Q4WM~RDc+D~(9f9=)tMwFY|n0`$RsTe67b7i!4F{8YoERu zq}1&b@sW_vvl}aMV0pKWlfV&JFtq6O%w^mEB&~lSHWKzZ^oV)IPivtTOOv7ixYM^5 zC-)Phx7kT4-Uh|9MN)zUq^Ta+ArG{apJHTZ(3f~W&v^mBOLf$pxu(h@?rU$tLjrwO z^8~QfE5AtE4CbzAXOm*(*JL1Jz9hH-#_G8zL}DLSe(g4wV(!VsL}EQtas|9s>lo)i zE(t?fuCXTk$7x#{VI*7E19oWq?9%n-;#vr{IHb*JWmzX&AuZ^rC$gt@ml3^{tDkUdumGUWrUn|HQ z?wb?GiGvJhAi=&QxBvv5{!cp+^jLt^Q>)7_u7s83bwLB$mYe z3t=RYzeXN1?6v$C>h>Iy^NIaeGg1DlA27VN!orkKOOlA2I4lSb66wp5AHb|Nq7t9= z?JOzrhzj$Okk8|1Ouw~;-P40T=F4#Wj-x~^@vz(EB?WlHd|uy4*qR9KmQy}f8kiKW6_LaP6U9S9eO3L~}Gd@ZXg15qH2H6<;^zGjls%qWCH(ON1{=J^-sa(*jAYZ8*4r zrO31#JS0@-7NF{iIUuMv=U}iYD&`Pv36g9Cs$QZ10=Im7fl@3{81yAbYdcVNR)PrK z%?AsZ{Wlp%sIMvY2(I9!)n%NFlyhj9qKp$0ml){=rs~=wAo26<&0C~DO;LL!=}J_e z=R9J=jbl?)qHyEeS5-Y$0(qP}n{X>mG34;@k$Uv*uBxt?0>Ti(KceN&DQcz^VF~di z!6mkFlsmDoCKELdO|hMP@7myqPKODK+@&ZtqZ6c?BK zV6cfsy*3w#*|T3QYSbo(Ziv-u*nk1Ync6#%6OGz@yrdXk@%_#MNDa4k?7vIu*5NI9 zQ8PJGQnR)z(M(QBU24|Yh*!NTrK6AD7Ki;g#e##yK|*zG$BPJMvPj|CeY5 z0}0mNlvlkGLz8k3Hd2(H+bkqr*VeqKgj#4fusbhNLha%sv3ob@)rbso%N+LQq>(|; zmw>HpdNus`cK(sI&m^fIO9s@B6;}wiH9BW|S7Fl5Ikd4bYAR3o6m)IQy@iRU@+>A& zv+nJMHF{=#gZL<$P2r?yIL|aUjvY?gGuynR6tZWwe`h^&jgVLFTf|K;X~@$oBy`t~ z$r=&kzFm`%G-3$)603|Dk|(IPhJTBX?A@J7{Tnf%{*8WME>R=F(AzDsMzR_7Y4mX@BK%4KDsxj3tvflZ^=LcmRYFc3Rt6-ie#9eF^hCe#Tlx)XJ~kOpY~~XysSYmH^4d^{DRAv3(rF zOw>KvTqI!6_VuVC%}3(_yLfIlgELj9-QmuBuYhtP-+; z2vTTkfZR;$*^Uoe^k|NQSWKrCtB(8n=)h7!$tzvJ@PjRwUXbYqWx z!`6T{$YT#$SZgTx8LgrGfwk@G?aWTomK)`+I9_|9vHnq5ZW$2zhh(d@FpLZa5EHbiCah(;z3#3$p(M47wI zMS^`rF$Gtt-nvQ+rw@I=u`I>bRW}=nn4C2cRcMTbw~m`gRA_ASkYLLbC!&^A5tZ`z z2dv#hOR6qD5-~k@B5DMOsL{h8F!DqrI3F*G-adVz`Uo}ZZCZk{RhyjRFsTqTDZ>{G z2o3U6y`7cqZH4WnB&4LzPfd1GkT=ZdtUszd@PxG$dHQe1+QOE8;AwD^g1l}#W^&Zc zv*mdUxJjhXvjr208XfUax5NB+lF<{a(|4GRg#`L}&JJ{1H%5+~hf$=Dk(!SLOwXf; zTG&K!%RG`I(ZVL>Ad#w5De4Yz;dlskhq?O%oAd$1WGB(TVLoRKukN4=XgG^J(hs^2 zCn$k@Pb_n3V)> zoi$Q7u3ATZV24j1S50brYJYedx#n+{Sb6$X3m1ofvc~3>S{~|3uLvoy1eD+PG=Y+iC_Te*=uTt*HmFKeF9{Za<~x;W z?sSWXq_6rg0T@P9V);C008o5;^GgwSAMDy8toh!2o3MoRs%8{ruLp30NlsLh!d{%J zvX@{1Xndu9r7Q)UL_E!A^Xa%_9RT0F)Xz&_B7EIs8|7P%rd@i_LJHqvM3rxG1^~rV z<29cRhQ&&M+IYw4MrbMDAhsWRefYGkU;R;|g*YWr^_%9An83 z;CUvw5s@N0fRn|=UgpjS+B(JAc#=EFLIVCW2kbxq$UPxOkli2VkJvJfNF#ChZ5(18 zgeA(?C^x|7iNu1$sQWO3p~HY4U(vX=7(^weGbIbDiuIPRHLC8D#4 z4?udS?5vJh%L2NC3QN$Wc|vtG`Q_FKBJv^kdlCZdMdb3xxe%%W7l4BHeV1QT!0(rACEJ-<>qoMJN30>`^t47b{B|& zvR;?;p*;0yoIR!tu0%6XpGyv}ZUDKv*)KVZHzbRGmQ9A;y`yzv?02Ji=sXLJq%WDNsdz!u=Sq;9jGWZf+ftAW$_#r02)-tpYtgb`5|Y*VO+{9+d&j}< zXpJZ@qA5CwNS0r~EFY{fHNGX^--ipSVL4#h8`Dduu11T9C@2ZHIMJp1%Nuv^GG=EL zvmRx#8qcIR7Q}!3;tQX9f&J(B#jOoa{G2A9)2?x?2KBs<*gwCuac_rV{-GpW#z_=@ zR>Y4huGSi{i>3x?3F{Tb36QPEe6AX5XRpCsHMJQ?l&?{)fOV}FDY$&}p!SjA^*Kni zU(jd;-`a4CQFlm}&>{xvwcv6N7F@x%wkOO6<0mAlL~P}(g_bd}Jb`lstQTTPsi?fV zwn~sj3>#{ampIR1jxF5-bBebf-ZOB z9A}pCD@#{IZ^ydJ&M4m-3|R`&Ia=@V5Yky+yV%*E&`$1?=x!+3)%3Gk5TvxqIgiH9YxOykrR z^Rkt)ebxH{v)4vF8QIiVSiXqOJPBAz+1_#E0lBskFfkk3D7ERF=*y<|72og7a5w7- z2ovaoahG+IUeA1(T0A#TX}T}De`TW8YMqWJ0 z)Y-d800b)8CyAZ_d zZm;08wha(pTD%`$awERfu;pD|JmSl4#FrZ)rV)K1UU9{Z_)0^>?=D`)@46Ac%Mf3# z9W0O5I&_XOqTsj@6N&mw5|cUirnpB$*9*cu^5Gse);C=SSP*WtU|{LHV7QlKOn8vz z2YdpF=sDsdidw{_e$SNL0N=$J5`%Fso6O*JADG}G5F=_|>e81e&l8>i^hYs-M%~9p zgIR|zYDOG$Rfo0&_^Rdw;N&upry@pBUm1U zC+|{>iKg8Vc?t3ydc>Mb9YwBoXoj0skwD#0B;!{bB5g0JA*xJE*?P6ZldPyljmAMV zi%rz1F@34Y^Y|Il<&`MUwx-uf42n2pq8S$n8WzaS>HTKV?N!1>K*uYE6uMq5{QVex zmCC zUs|$KcGkFfF42^Wo0HT#%@h70#*l;_>A*4gh?6KXn0i(yt^c zjw1{t;Md4QhBc~8viz!Jf=yI+NI6KfU!YIxt9E^D!K!5pEY)(ZwN<;`F~O!*E$3jV zR`9J2_tM3SBkH!P;c^ZZT*0?C-1im^mvgY-3cdh0YKBDn`+J7pCYm9^^d(d{qeaFc z#>NIf)@r-`J`hq(6F4GCCwD>NoniPc(xB#Ed5f&*UlG-pg7B?af6F}f5pW5iXD=4{9iD&m;x zCOo8>o%2F-7{@st9-T?$yj0lA{) zeu6xV(3EKIr-G%F>Mc_$G28u<+WxuU8_W81(@YV^qPF8EMR|=v0MkURToFB$Bn+b@ zTDkHvlQNtq06>JF*H+CCZabJvs-i^1)h6jUOX0rihX#^H)ifB>rsk}DqQU^1i)tG)>QX_eEWpjS+~H-T=>vo8jEnyK~TSMx0Ugzb+teI?O!4`HB! zD0#@7J8EhQe?>d#1z=Ts5niKQ0qgHY#jHnzafjZH5ph^mJY}iLmkYtC7A#tMn-Z2P zw-vB>jcvTPXklndSTmw6ehg03aGfg`inFO56AjljaS85>e!v<;Eqv6ViSa3$YJBmf z(@G+0*~IviaWy_}-yg&@CAM9T29k(_&!P!SyS^m2fK8)jIr!V1J$gDpqKO1WTOxZ^ z{mmRMT4A(kHle~)y)0K4FO`i}*!lt$#%N=Oab9&4Mz`-IRG8Yd!xhH2>O?E-$^sR} zXk&$OUUd{kPeMtkFm(nBR~SG2BwArt7pO2s8!L?S0)<7bgYq-*Rz|(`j!|-#XdM*O zmmpu3+yG+Kq?jbZHh&zg8l7pPNila2pka#qO=AV%d>Lf&GXmL4X`Su}A8?nTB2 zkVRD%$&Vr72mR5MG*KY|%Cb1lu@O+(gcbo*wIBtQH=z0&rAg`{fT~PY0p*Em zTn_}Ha}O#q$jo%Aq)^gU=4K(2^8$0%0Jl!pG?Ri`S4*0&3UI)y4!Fb4>OvL`85l+z zYmW1(18%rLvohKk9OqRJ+~UkSgoP>!PM9@naqtnGhFq=$bg1toS{yWaNU(31&zUbq zQ5VzrLrwm%Ps0f(IX}Lwdhta_R8R1SF3A zL496=isbnAABsI$a8xtltt8Z2jR@Cx3HA4q-}&2W$MwK9uHX;6_&-zkOE z>;?BPN)@YPyzEnge?MBmgofn&g%9M>`{hZ&uSu3-sfDQZQZz5|v1Ib{hxf1VY;R-7 zWQSYXvc#KBe=k{_y#oYo8N^QUhBAncl?->fj~@(pr>@Qkmm8=F_4sqb<=2w@D|hZ* z-?=N!35U&E?6`B-HZFI+8pr-!jkW@!Ao-lX!-)c?C2dJ^o)GK1U1{A6@nLlG~a4 z`~X42T;)o(5uoDDg-J+WukDC!b-+x9sIN-*z%M%#`m<;!u?b1uUoN$3p?FiF&}*th zx$nhu*90WjvpeF6RIfUz9}cD?99H8w6n#nh#hsm-EH)^2mxtXEy7BHVzm~LL0ov?% zJx2e_N;z!760X)57yEF>dNw7DeiAQ$K}K?XeFvWJBI>|dX$w|62(x%?!Iw%~4{qIJ z(kN5&8Ium1W+bHJO1&a?4`g_Ufj9|30&VB8-r7y_03{w(K-i-DLH!;co9m(JJ4i!3%1_e7q$>*8z zp~EI5F}(SJvoO3A2sk)-HUaY~YqEi;S4s1|#Es!3f+o1*NHtd^DMh+qB?vB1RfGz74h+jNvvQ82ImJ z(+oyoRGNsU;2#Pv?%uByY?Xb2ZXeZ+2%1C;ampMQ4z zO_%?4=lwx`q2O0lUHI(q;?Mu;VfWxqKl}dincie_tvBoz#b@l#H^7w!`L%28zZ-}1 zF@N~rjToSyx!EL zcaTd;D3clMJ4zhRa>bT7)`3Y0;sOF;#u-q}V92f$>t{u8I^btV5_q%9s9q=D+JSEM zJsUs?{o7&aFlgwq47k)LT+TO}6xS|Xm^^_`dxtCe^x#5cZQ5|Juz^Z}itcDKbogo7zR_+?tE-4}2{x?TBA-ut zaQ~{job)7hi&>X&zZG-^7>UgeNwad^RFkmvU*;^`_()!N?b;r!T3gX6F+Q40zNc80 z_^`Qcd_@OFnjPUMM2(4?5{0>X8E|6OQE=f_+N{?Z<}fTBL*PG2xCZMI?(ZV+G_)(e zv5*eZ#wbIv7fY@sNZf=Bko%*Vt<1%`sA5^-3n;PdX^FWPti+OQ36cyc@JR96HAm;} z++Wx{3Q;RxF?;ra0?Xd@Bo$b4EfpB>!cjKs_Pet#fw)*NR4hw;-}N_T-0KsJ&MnKS z%N#e)13_cjvuC-TJ#nfx{bVIetez{ zy!Yp0e$OT!daq%yuKA&B*Sh_FhpVhp@E3@J|DUAz&3O(vN40vz#IX79U_85WsWUVG z|NaMecV_Rg6SnhlcX%8AxB{qQ25NJ2v&L_$7w>TrHwV4hX6b>E+LDVImbQM$?$tgy zg<%*ctFVx!_0;Whwd=u5!?3dlr?48cYkzhkN?b+kP3P%vZhp|$qP!O)${6atvts6N zOMg3sR3GT6a!+GgTib_`mx1Xmq6HV4|JA_Xa?y;C8GfddJ$TJ21O zLdGnuhOOH?Dt6tU|^^(Kxx9KCji2L1o%<43r+F~ zOh>}1D#h-+L9=l>>**j?FP7X9>WCIRndY#nUv#?AYfrkphncZ*@;6gBe^vjsdes2~ z$#F44`%(@e18Kj`Th^0X;F1zSAVBD^)J5Of8|FP&oJTPzNyl7ehP8`S27v>TCX_be zbuLfuHqA!)QRW(XBPyT zwNiZTn$sleXW~)+Z(50rg=9GjRGinsKW}ayg@zx4?XAJ~(e}G@7(l)Ul~0@7TS`aU zN9tb#Gu`)$2jBH7Q!aj+N|cX@^8UKE@`9`IM$v`jXvTW^Sjee{$RWLH2l9`Bwan&d z9gF+Rt4+qh4J39<8Vm+p!WeN4RZ#mIKZYh52G+EL{bY4@gDpdB_Rc89S1v9ESb*NyOYsjIHT+G?M7{?4P61LKMC^iobgj z!mO@g{vZ_=M2oRr-63-Cl#^h5h(iqXuTDgkcP$W`tZQJ|VDIqCZZm><81*H^Z?P)o)a zS$^N!Dr9PFFS1;_1{ncl1#E{+8Mc12R$FegP+LbV0sRJR@25?)he|ttgH?C4k?MHG zGOvBIxZpw6!K`O-WTNT@{S zII`z;YSq#6K36VQZe+(ymFwx4pKBItHnQI~G#lu*pQ{(E_s4O)6jkrxqfWQi%Z9jj zf38-n*2rv$s+D9*&-ID*8JSE`eY%sW=ZeLOjaYj|6?3px1xf(&eRg+lIfHT9D);Kj z#LhE-(wI{%Q$#hQqgcxvfhAdAudGH~t*9G|l%*`R;RSF{Qx*dXDjkbR{9H8??uK+~ ziZ~iekl_3l9xYpGv5tU}FOyt@%cBBu9X-~CAC89)8z~-mR%wR9< z>A}8Rl_aZ05p&H%`c?U}sC(}egHNbwep8EW?j_T#I1+&P%yXqy`XjAau-rADbm5r0 z=Sqb`iPCwhV-@Q+)l<_2R(8IWtWSRKuHdeBk_A?))b%&jS^ZOGx}1lGQ~kJK(81+1 zRvqde4QL5Hf;&3pXH52=dE1ee-Cp(-hb#1W?I(^#&+BBZlFcS1m;Uv^fK9ToReJN> z97)XKUs$X*N5_s3&#jWgD(^Q5T(XgL#LT&Ua@KR(B(Y7a7Gn<|o?9h}RVpiET@{_G z#dr=Yd2X5{risWv?JUe!Uh#ahl351dBni9LqyPr;C_TBCiM?Qh>ppm=PmIm zw8ZOeLaKEF?em6cH#_@D>V_CO-lN^3Z<6YHD|`yAFmg`Iu%LDS&GY7GH#Yl8>gMO) zB0`oS4dXq}Mq#?;beyErsP#S1LQjYBB8sEf3Jq<2&V7W>d%ma8^IdI{e?HGUBP_M} zj_-%nwqu8uUAqQ@JzR};eCiHN^KT5(T{u3l47RwqE`&KnN2f(hR$Hf*Iq%7QHjYs9 zZ@kp@bBIf}Js&?Cl16x{LsIkB(Pu-}XeSn(J3qeW={qq3Q}2MhXeUM-%$Zt5)kfKQHpnyW50TKm(r~;bQmCDL|Rh8X& zROe9uXrrAOX=XGtN*%KTS34_PTieynhqbl+uwVBd+pp{K;(0vx2#@2vc$rlrTN)*z zs^Yo-ejXkk9(OaQ$xci(eDj-E>cj*|Gp_!VCRJ#v&*+JJ+3P?1j`02Sy#q0D_Nl4y z+zmjR|KDy89^2>i9J2}s@%|ax&3|~wF-)YfI)|738C&gHY#dO>u!z-k>LR?9@z2+K z>&-_mUVU>o87!CP`FeOedOaG?d$-m9KZK#iUHk3H__Oh6#jH?o`;OGR7${J^=hQo2 zO(*IxaQr3L^4|Zu`p_G2j!!)qjV1c(@|9vX>J8`9>3nvjxPFe{QcrTixNOHhJ9eKyRDKYl41$(8Du%q?PWyZeF%pL+a{p^HDS9z~~Q2CO3{9_MHmOTH(3|6)zL*! z4A1wWbqr=B{>oB(QXp(dNr4};RN9#K^O6I+bNmOlA2GwmUl9!>E+zUQYK3T2vAH}r zIDEW+`w2spTiumRKQ2^?$i(LI@WGv@500K39PHm`=yID2k?TiD3Yj|nS*cFTg2%^4 z3}XC^-Eg&{&T8+p=n~oO!%i-$%9uAV|wXC_}weiSIy`1Ry zC%o(hkxN-tjmdiA$cUo8Mgui*=yA6C!C=qM8l?PUKr2x$%UO{g9kx=}xUw;`->xf| zOT=+5>uz(?G8F3Xaj}F+1Z0%&p;2)-OD&p>vZGP-biEv%^v^%&nIV`)`NKEffR{qy zKkq%?eCUl$E?kuEH!7A08x?MvTrO8{f3;@@WnCH-h5Auq34>CM|4TL2>0R*IIe!VSa=>V@=NZ$nVEUI`jkoyNG(aLUZd4DArf^~dHd+tYY6K}pk5|QV zHt${WIFceeUC&_fsP4h&9nWEL@#tc}XBS$g2a;UJGo(Vs!+(u<11Z=aKms|N!kFT^ z0jBd_xN3ZGdRh#D2y1vP!5b*@9wF8 z=%1no1$4+(u zV=6ksS{J%J9xNXfeBHfepXmq~9=KYl4_sZsSng+tlT{=S zrb3k#?fl*n=>uj|qRr?$XeHzR-D0{PcCx_0CHg?2Lc~PF8A@2+Ie2>fWKpaZgYoQ8 zwFy?CEtd@a(!E#(Ac*^OZWTX$^yruY{o}0aRpNZeN>vEuh79FSF_<0|FrR$RKz)!6 zsumoASC=x)LI8U7!FoJ>eDWT2tm8}mI6)pzF4zZ@moh-hmKMO-(O zB?qAr09gA%|8YDR&R2{1j4y-b^&dv251%PutSE%&cL$fZ9u}*W)wSh?=vt@`TV29{ zqj_^x5vtVlVtDJ&i8w9uW=U=cVyzr2SBThvvVi8#+H}j6s~Vq@7(iAkL`*cft0eT# zM`btC!{|;2a(Un?i9T?s5WxxEiMqPI%%-kOUPU*(RR#o%mwniHIV)gE4gP&Sa;#r; zJC;#V-n`!1Ki;n%m|>3iDywsGh5M@AEomC|FQPi4jE-oK0$tR0DcpZ`F<+e*%P~(k|K;xC6C?;d7*KJiQJ_KJ&Y zS((faQP;{F^VC9pLANepItsd0SGDh=nwILB$s&qz$MaLdP|T^$^chS`r?vd z<(?Y&(oDN(fW7+(~V@vK;uy~CaLY&7Ac;+7Va&gGQ-Iy{-Q4$Xq9uCu}Ka2XxO$SdF^C9g0vX;sJx1MPL`rdKzawRwR zf7}8WrmYb(3n)4py~82M^ZDF)Y;^OtTVPn}X~qq~AuBqKS+l}C0!Sz~B3Lm>_4i@R2(hC8@rMSM|@_vq>f+R{c93;Tzer*Ex$M?qX z+4-VVHI%_79^zch$afQj=tH7T<4IGd@vJQT1DvGbCe`w6B`p#6;?~6fGuBhtU2eXT{ zXZ7j--YQwHxGi-q#TbH3N(uGczdSnwm+e*mThArZT46PR?Ogdgk-AQzhz>-<>oxcB z?{~=C@*Zl1f5y(Q`dH{^3|?qu;i>IpQG%WZd zvW_%16cjR{himG*)zw0bKm*F(=k}%{O^sL)fXIz)wUd0}!3?%8E(^ICwVe=4QIy8a zfrrG{3WlVwPs}Q_yH-Jh9{LcS(BVUBo4Vt*4H)#k)F?yRPAR)<7d(Df%vy-=(R!;` zd1~%j2NE^`9cyn+tEE+Vjf2Y1lgcDjczZN@G#@Yd?&)c}urG*pBB4;mBolO=oR)(H z+wp2WDvsxO@2~`-5vq>tu$Z{xn3mfv{L({^ zZ6Ii1x~k<$hP&RxL1oKDgP?*0^b`&f@U*#y_xAa-diiZmi41`(RU#};7w~Yt9>Iw! z-e2W+0Vp;I4^<;XkL3=#x116gf>x@G!Fqo8DQoQc6?zCFgRqoJgypGFv1R91D2ffj z!=Qo?>19HssVP~WcHHt_53leTTml0@d$PO3^~1r7yXq<=yJyPJN15y(WCkJyarxlx zmJp-tC}J#Ve3#yFM(Xa#(OuS}hS_NeNDQG<3ek$5p8d&qH9S9piD-WPX@1XM3l1Wz z)gw?(0t)+D#8f#y0VR@yPzeCU>IqWn8iR-P&U+mc8$yX?Ouf^WaEUKIJ-(;HG4sck zFX6gUg8(bVF%uTc0gO(09-klQpH^an2vIdc^yKqLld%ex?~Z4q`HTH2zn45epSQ(_ zAlqe4?R#219IJr`+Z+eTZ}qj{AlzDg%*JI8Hkjm_M}HfsHNkLC{uNV`ERi z^5p>e0gFhE1J)~4Xl8mJ4QaO^vEa5n%kG;>nGt-T6p_&*#x}Ai#R9GuIC0+=YD>XQ`6P%56e1?N>`uJ9KV45&<31dZn$3zy&k6WD9@BXyKP;42 znkN5-yrN)1yf)br-KyZP_qtbR`Q8boQCnUX7vl%^&34v&09DY?U>Z zPH=0oN<#_cyLBx%1idb0K+}z49^2dNG!*%@STLf;jl&$su#k20*J$x5p}k)9LQ+C^ zgR4Kx%K6<5iVZnAmN71#V9~2yU`ntkF28haQ4|}pD3&o6r8_V^4eolc@Fb*rY(<6{ zJwI7xvV)cvS9?;?n?)BIu{%PKvZLs+pmCmrZn9n&VTRA|CTqbV+;u4fIwAWbYa|SH ze)dNs2Vo1VFA0IgEQe4p$q&^iHiQ_<7&E89#ifUi;kH@zNJw0rWd{m7KXJ9ihpcUv zHC9idVbAP$Ov4f%q+yjcG!ojVFaOJLqeOBXJYR6|OzYDTTDefbqRP$}ALz+pPoH0+ zWOM)2ORmjAM1r5tH37;Y-%p6-ke`rZP5fJZhU){}<8HY?;n{~s{rgH6D^l=X<-)~J z!hAbCS`7c)hc^m`Fy#hEB3UqKxQ?QQsoES&VRinn7>x&InpP}~Pr3?m9Yt;EkR+5l zqpWK-8>SHfu@*269#zL6RwSA2I)EtKjzdJ%2vG$gO}D?qis(;OO_+y9_RrU|_m7L2 zeXDxI=ZVsdnuG)isQw^A;PH9|$02U7N8`CR1~dGhH(NgMfQE|)$*4>2lgJ1>8YXd_ z@u;96h2;8pJ{}d3j&nKS{}ePeg= zAQ^RNGt$^~O<>=M-3ukuLAOzfZPc>`x{YF1UeTKQ+Mzr3Lv!iI3dZ!#Xt;LhXs2b0m5^=RLZ_GtF!8kg2Zhb4A7 zGY0q!_%7b$ix&wp3=g6h@H3xo{JYWlS)%iFJ%cyf=d%Id$a5IgT7T%%TbD4Jf0Sq* z&l%6(jcSA@e!iMcZo1Y5Q5XxTJ@U zgUuhu^_wH&D8LKEDQOU~*Q`u2;`yIJ*5IN+uC|omp79`Oe;&tUxhy?0 zPz$STmzt>Gz(htu9FZw%3?x@vJrl;9xk<&vIf`ZNXuHzU-paBQ#c^WPxC#F z8i{=ALqUod<+N)c*k}dCyN3EhpX$1V(fs3t_Ifp*aKigh!sRzUeOe&KE*eDiXQ!vr zi{h;B>Rm+jo)z%83cTe$qKkO0)F84R(~mIe*-0%>)tHNMl7rER3dWd{ zza9lreq(DQz4u3T0ZZ=hCCYUZgmP41Ab&zjcP)4~QGu=nD+vJ|S|ZllPZKq~W@$4z zkLqNeg<6O*j6Fq}2-98hc81zJJsHg2XF;&#WVtL^V+T`V79kfy z^c#Ar$0<5J9S#}PmMhDm;5gD!Jyt(m{c+?i%e5}|2DO%JDIxiB*c1$+r*r4%D}zbz z?w$T>-dCs7$_reWty^vx^GkP-`->X)puIUMJ{XPqGv`{Id9${M9xBNVVXc*;b?ND8 zDs3{k7%Z3llko>@>y$^!)6-tzLA)FWg7&zCaR%iX)_p$tE@4Rz!bY#GfFN$#5UD*b zE+((~C$LnaE@!mQQMYV}A^Ab<4j4pFW3wY&O$_mX*D^NClH-UqfCyITKt_^J=VK+3 zLs&^M6DU01tcv>DV7@n7(qot@5VWz!o0a56@g9s2BunRevm-x-or6L29&bMJM7=IN z#KhAuVpGg`$j_3bgtQMKIFGaY5iK-`Q1=OFNKX%<5&^iV43-+5o67Qg5H36fmX|aZ zrQ?5M(cv5pI1iTm7KVoN@Iv2=V#7cy)o52g#Lli$ zjx94_QE(7utsa5W@imb*8ZMnXH(Fl5;7ScaM8$}YUI#-Zm6vTuVYKBITc7M8Rt5qQ zd#ZjUUk{RB^|jzQ*771h1WNY;Gx{slLtUtwPx_~L-iD1L{$qA59Tk$2FahZc6Sh1Z z!DzfXx3pz96V8MqC#TlQLK_0!itK~i9H#@WIQVdi+(x1&llP9GXy3(h?Rjr#GbBeg13rN zSIFpgmDy3U@L?Z#JKu^#?D<+!ykrge5%$ z+bU{Wm?uhD#rtFHj>^SVD7ywE%F?Wz6_%*>?+LGz-<%)X|ni{1qeBK zmOJP0PSR*Gww`~;U+y$=LwHRg<0PI8L_Pjc^e^Y-_GV_|{0xN24xwcQ4PwufPg!`u zpyp5cXrWPz3j@wG3!!J#+_}~KSqLII2(z5l(*V#xeOSqncACv~fVGw!#99|KcBMON z$zbGS*~x{ATw)L#C`9{tQsG61hvf+{6dOW^Weh}56)(nvfi#tuU&Tan5GVnF=JdqN z#ca0fPwZQ(^W&wF8^mdpBTCPR68h18amk%Ae_pJT8bnwrMtnXiLa~ea3v0~VffZ41 z45L<#DCv!x#K)KV>gxWB^6u*X(7L?3<&9B61tHu593erJZgGqlVT@0PS)bGd- z!mloEsKFq5Pgw9x>Ewq6A~}wj-_$@i$S}0PW&|I(8rqXO!O7wi7&Hod5%N{x2%S=hzW6CJkw2cD@)Jjo+aXbM9Q~zm)JkWM@vu-2 zmdQu`>0s4|w}4q98HZtHlsk_JCG!U+JPpQjc(FYgN;txxGiDs{WijlZPF#x|MJvY0 z30s6JNQYxvrgJ#y))_;3V*5*{a8LnSho+qqSVis+)M5Yr$zTW*J|jNk({ct@5bHE2 zp^Wh-+NLLSE4suR6Wdjf>%~fr3qlD;!_eul>eQWD`t8HJkTY0ggN9Wc!zZ9Gl`<#k7JVr{6}<+7wx{z(9^1Thjo)(KD5xM6e+35# z(CIlYU%=gRdQOrXfoq`@TIceE^?2H!pQvLjuz1yV>y*U%FiT}k>=XRkE??TGL;n`# zr-IjD&^^59mutV}^IE4yZ^;j%w+b8E3$4?U?ixR@b;=5o@pJS4raLBhF}S=1a}>9# zQ`_U|#T@$i)4_PLEI#PFZ2mE8RFI&}M=jw~Q&HbY<$1n7JA=Iqr-NZ3aQ&w(aCI~` z1ee#JTz>5> zK8>1}z)9lMKvz&wZ0t7Zj%-{Cj>6UI5vVYsWsLB0vRw4vK4INh-h`GdItmscB*VS6 zJ-D|{(%=FFgey#sa1(sxt+)7)GjDpt6`lsUgn^*x=9jt|Po{1NYq|Nw5gGuAY7v|; zE(X$2%8guk<6x$!A9Q^T5Obeq=)`*{-z`}`li|v2zkdmz^jg|eCAx0nY5{V7Z7xU>rO&Y^7 z12~`0`@z5OkeQ#irk8qD_CdJ2Sr);)AD#|R7n~m1`Ashz3@xaqid)S z0i{q^jW9lc+hH|XdeSIaADJrpCQ09AR(O23595{f1a@-5&ajL5%vu2ZuU!)Ks!ZhS z{oc@yR_1&;98V?#unu&GR-5axGA%u61g(z@t6z^*=3?+lJ=-v}_n7}>hqXs^q_H6% z7$(thzZ}E6&*~zC#dy&lFL`V0GThsW(m2^)8Dex=Kx}Wz@oX4wYAvS)(zT^hlz@h# zWt9=aQo4$e-nGN*2Ikij;O76x)Sm2?@`vSbStpR~mH|bLd1-i9U33Mzb`(dS8Fx6# zy)9R;Q*||=$3Y@P`p9UCR=4{8OKy<#o3s2&D~=i_lKdU91MutRt5S5(@_%fPEK}Nw zG?QQ&=kK;9?+z*d&mFKYwdT?1L(9wbBUpM~%-0Gx6+LcFHR2i1V>QVeD1U z#NZ|{r-QLR>R-OiGK0VFDBieg8uL-m+EKc-8%noYP`cHU(pPpv=_@TLeZ^3sJ7kwI z`M@wgZs%D_jsvO`j=n*U)sm~_dxP?d)9M!ca;qc5)ACqtSc8kSzDQpJgdAw_@oRu7 zD*Fkymcb{cqXCZ!6f&XbN2nHE5B=F-YV9~}d49wvJBXZtK*V1o;Zk3;PH)BU4JYc> zl3}^y7VeFN8M*#&0QVa)XZpA8oLf+5A1n}xco88Zntur2pTWLyy}iEL5zV&%|989O zB4BCEqP!!ZSX>Jh1`D#Fow27bPS)eesIR6Xtk*ajzR!q#zMv+-t5i)eB*=hnjTc0# z@6?{)mv#-j+_fJW6o{P8t$L7;XK;Nj;J+LXt+>>3U0=|XXnYO@Inb0_kgcq*KP)r7 z;oN$^q~$g$K~p0ZH5lYUdpJS5;xU<@^(O_a1G3QCa(!CRk;tHif!OI5FhQ=uF8KfD zuKmBlfT$CCfqD6^s_6bZ?*%L@$bvp8@3DRLW$klxH2tr4T?-BxWReg^;TDx8yotwq zvYp3Kg94E!c+#bM3l@)ear`^?BnwMp7N!rUeso1F3>IV&iKENw5l1-;#O}5LmBs5; zt%B&u8lD_m^p|icFY5wYZUNJRYZY?*um5gCK-hHuvMsYbFe<&2mi2&FjVXqi=|{kH zw}S|{JhrVCz6R!fw;z7;jSsz{{`21R&4=FDv>cV$+LGWiG{}K&8?vRAq+cw?u;|K3 zXzW=5v!UrZ3Irc=bk#Jj*wJkW2%C=GZJVoamIYiCL4)Efr*loWw9$<~WAM`X{RlpBSgsip?UO>U4qvl8KG zY)t}C!|o`oSqRX&Djk(Apj^Qj^Hbmr=YeD`aXUL05PCSgnZZ7Vyrb}DbR*QTb6Deg z3V27(VIgP&+jNvy2HPM&*#7XQlF>TCP{cb3Z(Ml=cD?x+JR&?TR_F6k`GhcC^&Ji1 zHl$*;?Cl>uyZv)-Jc9cnhv)nA=@eeyTzcWR+{6=B=H(KFhE+j#oQHL( zJ{8*fK$T+6_ivhIS589^u{LAIupu>i!IPo(&ha1Ie&nsBhLO~vqNRJWyUG!(*diVr z96sK^{ltqlw?&|QFJ3GlwFo+IVyufFu==1~Rl}UXF)%8KLS_ii%3{=f_~6dd2S-m1 z4)*VREu9-RsSYo6T1c`uok2DhrynuS)aotwEQm^y;4>s>ebHk|{Kv;fUeh-mZaN-g z6oi4>5W=9p9r2fJ(5S!<8cRr?LiZ=sl{h|Gj327UI3A9tkcExBCU3caEuhIyBM2&7 z3F_0s@k=j_>`FidVe~cx1T7}R4^bv-A+)VF9GSZQjvC^q83u$cw$j6AM|bb^?|*k| zwl)g9s7(pU;YHBjeRgnkbo};Lw+7lM@PalaB+#ORm@io6bm<^QLmV~3fDS@8&zUB# znJKS@FO>(wgG9tM_h>f0@Q+1u z(_AgxkJ?d=Sm|9pwb9Gsj2pG}MXs$&@e#00JE9en^5cWM4<9@`^ahpOq#WgY0b>Cv zq=<1)jjH=^edCrFa&AXy6nHV45)$a&f@xf*8+$%~xnE3*leZs?V2lkXeTIV-?85SL z`1?#R@#*tZN&twC^z|kTnJdzU@cOz?WC)R?IFVqi`n-VWYGZZyw_Oor+Tu0Hic20! zPa~MHC39o8p|$sS*MS^Ehczd5Am2YYdi2=a+HyM(E!|r)u5!dm-;;qwncM0?f&)nxU19b|ZazrXzp$14Vj|a;~#Y%+wLA&-=BSGPQtXLue z?A@Zc&=bX5084~>z>*R+Sn8`4`Ge~2ei3TRCS{BE0CiNO0|?hunzHcTj`iGF-lb|r za15kYj1XyTs_5RoTVBjB8Zr+fO7=j+KijoUcW@%c^__#K$4{yUC=TbNVj|*gc{Vek z#fLor2yHD~Jpc63qhk?xkrfF_u^yyMB|@Xmh*jjva_`N@GuAnsY!_Fl4?+3t1(zj^ zV3CvI+OoY+B|;OLO=&NXJ?1!VpC~(u1i)Bz%IZ*;B<;Wmg|Q5mKz9U@oBJm=ohSg zq^_}ljCZMT!P=Gr4{WQH-5=07$jTh$7f0q6coBKa^)Qcy5Oe_udWw*}9uJ1|)nY!o zC8EyDUTfJNymbNF%0h^%3%l-|mtxhDqd2(}3pw_?a3}r4Vg*-=iU!Tgv59aGQc}V; zDLwvHxs@vY94^p5EK?Y`69BF8lHel7X2hI)kVpEq)ahl6t3Y%Np6$NyTcmgMiBDmCZyu{7~cNz z{@r2-ZoGgQnBibDu{O-LTz;thOVHv0E|fHQ(9CqL*{?uL>Yo(w$OCJM|2`|769A@D zVVIB(T^5Scf!m20nU*(>`1Lde`Wo z3MnPUw}*#4sIT#oKU;Wp@vX*#H0Z7?Z_U7G%i(;%N2)CsyS++!$t}phX-r}@Sn$b! zt0hswK@v$l&BMc^68=k|VG8UY#uBYLckWNyQH=oX@7X!<`uCB@3sE|^q^L$3S z0+U40q_(5_p?YEshL$y$kPPi{F2)zd1YYM|_SDqWo%L)qDSG$x$l^c`G+_P7h@iCo zr*?rkO`}aP?JI*5snQjAQN*$8aGosYa32#~b|(}4A37vz=}V$%edCa%(|96D)j?M| z1q&Q4Cp$zPNlYjZtRlL+E=n%b3+<8pYV12-Fdi*4I#F9Pk81c$AR(h~kxdbz4#mh! ztl~JH2%@d5<<d1H5WqtkzmCyNJ4ync0AljqHU-^Yvm_ z92L+*m78>`_^6nb$qeJu_9kT$fj!#%+&mxD@Q|HcS9}IF$gSlWpSrF@T>)lnj@f~R zyy)R2OIJO;>U`a4^RgzDD`gR80dPp|_rxG#ra)m=f2HaeVq&BN``>dru&7!;-{_}K zcSiS=)s-s9c|H%!B>j(D;EW0zvBi%Zo^r?$c$R?_=l@yA$!?Z{wnpSQH1u8exRMEP zg0Av&@Lx|4@!xNu4x7{C_>iLX3f4uK&nIufnh9?Sxl>kqe&o|0fX z8JrZ>{huudZXr$n`U;{#LUgJyq^9mOY46bTyiiC{Q$9M+Kst2l$<;zC$4yUK&UbjV z#ECd?kOkd!>dL=&yZZ3h2g1M*Fe`Mi-DcBFQcgeEeZ!zw-`k4yfu~{~+!#`=7fbEvZc5EPZFY z`-6zP3o;(4$50|Om;cXJ*;@!&+QO3J%=5+C05gqhO8QR9dv6H}I z{jn__0d0bDXb+nmT}Ta9aEZnyEXikfEwZ^aiR*)zy6UwEH^b~#tqD~}VG>j4E1M`i zFhsQ79*rK&$4fc7w7l^`5^s}`%Gi+URuo!(dNCQV)}!Khe)o`RkS#a2){#yr5kN9=B1a%I6b!-W1EzhM(^?Mtl&r1p$ptPnnS_ zg~Q#`i}L|&brwOlJkuvD2*4I#AaHuhjL5xr@7UNwGIz_3R~`)k=n@dbPS3|v$%B#X zBhz->yDd6|ma0aW9^ZHeu3do*)^OwBmVARK2tX#Ku%Zz-U8^HTsKWkXG4baaEoVdn zS^^Y&fRG2BK65p|-4DT}u;uhwSW%pf1Pcjy9RK0H{e97w@*Tev9RST#BTP>me>h){ zV85;$67%D@5g&qULqNzL%N}mevZd$%RHixx^ZDJUTXKLyB{~F?sz#U|2M9)vddAa1fE7 zic<|CA_5S^?uqp3NY2Cg*1CElK7iVku^TA8TaQ%g)8l((Ux&r%AhYEKqJs1gU<*LZ z#Km#|^8xaRC%-d&isD0vu?*S_A=71EVuYi~SoJ{fj%TC!i~Z?L42UiFyoA&QD0m?u z6;G&y0}OBps@GxiLnToVg73mW;J!L2(}%%iAFgm+%*Uf`)q$-hM8Ym>yOSqC#uBsq z07*4O3Gn3wtOj}`4)sxZp+>fS%NubV*kO%eL|umdVapoPz?bFw3vSKd!9k<~_ z_8~n8J50zvvIo*R%KerA04yi=LoB;IS4_Z7+jkITM)T8NLq> znqFm#kl-K{wU8F91AV;0GyDw` z>0JCA2-;r_zCx0hMe#mE-SB$gkn9wzm--Q`nwJU*6!M^kPdA37C&AUvBp_g4-cwGE z?;yQKJt62=#+zQJkYEW@$H^N4OeMjvU`?oNVx`JO;ls&%$uB}{IHMU7o`PHhNQHYk zSzEWy?HH~GfN*_L1g$&2DEI}M9Yhh7onqWlKZ5lo!zfU_8ZJH=+(9yoI#NJ090*=* z*a*4Wiv>KAS&ehc+=T`2hKraXMJWtiFwJP_mV8ZUP%ssZ_2v`slsqH`7clwvs(ehI zPG*`TlJJ;(`6l}E)%0X;U8~S?GSiWb^?~>CI|WcVRso&1H-+(;wu|%mte6(=LFk74 zse=X;c;R9Jh5#|sJAtZGWbS>c=AJ)wnc~6>d!R?`V}-53tUPFD)WZ)W||Q+_vR%Y`>ly6r_`Aq@c$)8$xC z@u_|FNz2!5Me&J{OALsay1giLp&m%?59hO$y3j`Om4?%S`Mx3|LOyg8j>t!^+xFpN zHlC9;95Ut8pg<5kT{e`_7iUvgJCy37;ap}11UMGtz|I7jy8}FT&QT-K+`i@Om9@=0 z`ut7A^8p2j4B0ugnxS;}9Q~Z~YkMLntS!JU1`fH=JwC*m>T~DzIUl*UhwwN#M_q)S zQ=Y;@dcPxfh{E+-{Cd3d<_bR1^}jWns&kuLRH>hD^wSD2vi|K<)_7o^nvS~dKW>3E z>TE<8KcYa9ExQ@O_!M4OQC~(zzojHw=5cjvaaH-bxn(IVq@?CaTo1x;tJC20L&~S+ zsQ{Nxr6*2C0EA4~DOjg+%>6<>E-iODxLk~;I2%)xf`!|))P*b3onJ?+;ErM% zMKxHh;7Lk2d9Y;nh}k10QN(4g%BGTcj#xuL8~+SRwjkW?%5x39j$hqj_KCzY}VnQg$F(+RvFW%RXF=HH7OVPRD1xlkv)(@t!p6zoe0eyyh%w zMr*4@5-o}r8^S#)@FwjN(nXltzO-)jYM2nTL+V06$g)k(VCifLCmmVpvJ;yc%?MB( z2XJjV9lY$H^iS0>Odc37c2V(6I|BWJ2=s%cy7i3N@x5I@tn?x{l>%rhR%3ZMu>iX@ z;K%~Lg4NqsTQ-m3sY!VA>%!Xk*zgHu$w}>a)({O6`TaPN$Lkf`OLSXJT1z#&aF^%k*^D~ZnY(4^;Y@*S>W?S-)+$=j(Ut7?QT`Y<2>hg}XA z;|n$XX6@?lu85`|9TKfi+IU-^wit?nYixbZ4H*5g{RUw_cKaR-fxgqi!)~ zHP-NLl&(n;R7gy%CN&|pEMG%|!xN+8C8PGAuGSeDE+nVk&q^Zqd^{>Jc9wmtn_xA( zV!E@c^FTw2>WbmU6weE_4}?`;!*#N)(5qk}wd6KOP4r?svbH~6Rhx5BA+dxmU2kBx zrd@gj9MVka(p^c{r%MlGLy~IYEYkk8psHgK2X76>ogFkj855F9h?};6Wgqso_I2&C zz_R;mlgsm8Jn9ou)Nbe%+tUVNf)KAtfVr#WiL_Ly8GG zC98S33gGH5`h zitw}0U0X|r^(qVNy;@$>TCGTwrzzlmlcQn)`kZyssuWR;^+4C?>TOf|j~_ihzJ2uQ z;JAP1_R&HA;e$I*AKW^8@I3~(VTX%$NKoStNchIAQL~p4%~9??1)ilIM`32P%3G}L&L(VpgT(lnP+zno*wsMn{WT&?WgY? zFc#T|Jnmc4L-4JlrV`|1LPYZST;L5itqJC@(P;5$$SWvl@*A@EYuPGXF>8O&Y<|xR zS_zKBE!87XdO?=s8?JdO$$9KMcuz&pEIrq?p_a{Y#2e8^O5VRb{bm^mKBI@iYW=oI4CO{B3 z+x~63-{af+kB^@|esrt<&eI3??mc+)5NyAH|272UZwuZ1|B~w>aeV=9@sCZ+W{(Gj z**>}d_z|RS65aoGD|ETSrhNI=hOm4tw6@s0x1S$CIv1$h|I!^KeKFH^i zv}{DDQu0qknHGasxwb|$`KN}bJkogn_L76O-gN?V}`cD5Y50Tj;4X>I2 zGw(O;C>=av9n-cb9Xx7I37}y_ZB$DKJU!nUrK1**FWgP)B@&|^AeBXui(IKmt zme-z#i5xcMacF3yR>(KLw*3lGIvNovL7{8O6Ar9G%E3_o?YAr{*%J;PC8=BpEF_aq zE%+68uWs9k(b1Gj?O@5(;&|9Ls-=mGY4Xg+Jm_|jiJeEv1aZyZniVQ!)-cv`Kh zStZrqnP5Oqrg#Dlr^kJ-?Fm~m$O*7Zj&L?WY*7uX&hf_WRb6wR)K$kkQ=Zu|26ZOP zvS)Uf=oHUmlVp1Z zD(+i%l5qnN#4Rs7af^KAt+#mS&t7(N*lkoCIFnL8ro7N53*()+ca1<;L)oi|4xQ#1wZJpYP3QQjf#fXXD=f$vRiv))iJJzRzJ;D}G1wCxSO(v!$kK&t9mZ$7qMjlMY< zoWOa@KYRV<%}=~}vWAOId#9(`3x1!F-K38XqUvIv2FoU%|I7)ZpohQ$3 zT&hzOH(*~Z?2TQ#S*SNf;rfEr>&-g#QoU?Jd_A7xM)N z_`T);6SZu9>5j6@jeGZ$Wo{@mHy%B|d$9lJqvr>Y_HQ5>VDgsBWO!Z--``uE7kg(H z>%GBjv^QLj278zAIHr9->$@!|M8t1?eqZUo0s6~20R1=ipWVHE1N8&ww>_Yt-b&o+ za4g*MvNs%D3{J+AF0&-5w}&uXf7$|9Gi{r_X9}GOx)nO? z@@^<}H;z@3Sf1EYUEtS449^FP(Tl;NFf>&!A~nPBXHg5P+5B?N2@7Ihena&thzH1E zD)AmX5Hz2)P9>_(bt>`cvJX~PozHH3yA-VK_NB^hwW_L9uXAu#`TL0$BD!6Ho6r1a z?}p9^crE^-2aR&o`D{-MWq1zS;^87U9`k(J1vE7INEH*@{_#NzP#&?H&wsUdqwIUi z*1%Lk_5F$mpJJy{rYcL}@$Y_Hc#hP~XIZysv;nfuy2!?(w^`kNtpyGxWAmA>$nNt? zf==C;?CE@XHMgI6xYq`QAanD%w|h4*{+G&NazQBrQ~a_Y7VF$-Lhw!oE+%yIQ@3hh z>@R@q7yQVet*IBaScTom0EO~4pC*R-cCmV*lmL`p^+SQ#slD-RZ@nxQ5VbEEq;F?H zvgK}m2K)-^5dL^$JiDQkLTJ8J5Chh#c4;zbIo3jXn@>aYM@UazmC;f`5!(H{ys%<0 z0aKM}``&x2`2_>irrpa@H$MYT^@ooujel$qmMQ_>k5`omL)Z07r~i68vCj0@y8HS9 z?Y#c-rK8pR7QuQ0Ms;WaNL6^f+z&7WB_pl`Z zkLXRzC^(un)o>GDvzirU&rtX8dyC>?z8u3Z__#E6G+kFyRQ%>ksy9;@%HFKTaD!j~ z6Js7w14pO!#qrcUfPj@mZazmsfEC7n*Qs}u01te?jD$)m2XJZYC2Y!u(TDmK1dj1y zKAXa;6U-C;q`4zB(zSV$1X;MoY&0la3!;Ph0QD=14vc=o%MYUw?VxVAr-0%%pC(-s z32p}t5EF&4`f+|(Pi+lgN@%%)5sUissv5E~gP%4>+e+u=Ya}Y(DQCUPm|c!j^vu`b zh6a111Y3=ARb2UaMcbY^{PjfaI#B*(sTCrI9wjZy`(u>&FV^C9SW{7@9OqSKXzl)f z1D&$8jTZ>|8SuQRO)>s~!lLq3Ws?!Bxl}(>>^B=ZC;DVj` zi>1?5eI?Nj_`R-!&zL%ZvDUjh}y%YI2M+YtvXlH@=$sX~9Zm&}2Bi z(Z)1d%;v*oSXLIm)CJKh3)n-Y)YJuKl#I)DpF7@tYfv06x$~ZXg1fy&(voA~CR`Ue6_sA zoF_G~p)>|li`)D->E;iQzJGK}`4dj*;D;0jcD*##r%vghJO%^>Zaz&CC(@T=uY(^e zFp~jXZhyY#nxs|8W70OCf|TN6DgTBs$WIB4dAhvh*UNmpOX?U|w1L!6-w(g|#)sZe|Jl5ip1J6SJjEDS9%=P*1Z9>{E{S@RjntJ#R8l%% zl9tUc+oS*vE-aL@$aQ{%qkGh%Jk=LVjNA;Thd$-&Bj8lks3SEPC$`CZn;F)Wzo=9TCb*uQ&Acu3bb`+uNdUvNIHh zg@|ph#Kzitd?C30yrNcCU!AzQ@}ro4^iA`~EO;5i1G^$3XOPXO+CHDDk@WCS$}Yda zbWnSkQnW*gH!b|k-nX%be}Fk+50;;O^RyVO){CM)oDAU3?9=hEoWOT;|KE+$_es*$ z_^EqZ5lnb6Mam*y4WYPM$=$OMvdW1sVusLpRcu12KlLVgipBPpx8mli-?Y&d`YfrV zTC%dwO-qx(3(40)O=HYwd}=KoRcZy=YtYD4;^s40X9q+N;Q73Rr@Sf{dJ|SD-)w4w zoBGOOC1>-odqyT`yy0ks_09rjm?q;hcS0$iOgi*!aho5%SN`h8ZKDBT{G<(IGGB7b z|7K&(rHIXsJXDfE#pi4la2MEO%(Juj_{Zi~3EBLMLoE#y{hXr+9v~a=Gs+B0h<7S^vevEj|LVg+v|P8rhpNVJJ9jf%}D`u$2>zpt$N?M6sR z#%pX+8-e=#`|aYNk!o35Qf!LAASC>E;Q72eo;_+p%K60(IWrI&dg@p(Aq5P!__eq# zM&sei>C@ty|D!&6SIO1=*hirL)Q`#wZ>1wrEnA^ut>q}+@&=hvuxX1>YR{b_LM^D(SN+4JR(bL;f+;UQdi{`kSZzTfxt<`et%uT)p{&1UFs!jJ{gvM%cn zJ4VVBIjEz_bB(fWPuRmykI7D+YeVYv8I?HQSk&(=v{IPy**)9uZ5EPp>N6X9*F@cX zYB9>I{-B{(NlFQ07D#9vwmjr5!Pa#s0U_)ekPW@AOcdELQ5`M%m&27itDT#u-i3Pr z_K&}ViE8y@N}@^--5f3U6gt-Gb8`ZU%qZA=q$NUZfYd`eMTiQV79Pu7s2wF2tNzYx zo13{X+e%8&%5vs{e}&c@%UlxKvBpE|C^vISWy%1^nG1@tTJCQ};@RnB4cqr&!mJpc ztGET*{N23*@hwc@@#ei!$x*3fAC>6A=TAz1Qw{uKOW-#pM$A2@nH|1_SjS*d^~Ou_ zZd;1bn)hH(H&CIQQ7g7ajj7yx5`KjDuPX#lTi?o{;!L^4k6^cSH~;M0pSHy>g(uMs zXxR8STdO7sj^wYeH(yRJ3e`K=ws}~9qo(@nD>oH`wxO5bo6JeFF#8NlINiDlS(~Ib z{F|${A;Y$zm+Oa($i4$BemP>rv(*mPOWsV<|5|q?(SLN#&-z6du>&CQq@&0t>K{FXfIDZLFmNCzv!r zSs`YPv{RI*VDk}D@v*TiwWHJsQ7CPCxno&oTS+P6m&daBS8(gtST>OzYv+_{?pQXJ zDFYynWl@wBYK|h^Mydr^QbA3y%IrrFw|6QY3orz7DlQfUH;CdV2$SW7zX6;5dWy}aWA|p9_{EyxVOWXm5CrRZ^HKa+g_*B6 z0LAk$S~c+-@){uIYTUH%D-9t#dEaptj)eB~$HAl?r>gIp6V*Au4=fsV(&HGQM#YAC z!2KrXlp2eXOFd%Tsf{JI#)~)fS#sVSfxB|@FbwhrLSqP47Az5);3-{NFYY*LVD1D@`TD$mxU~w%pCG?d?)uv)^;Dzd z@sifYALZ7@gF8du{*niU7bB&FG_mAhJ> zon|Xg$H)44*Vm9_RX?kco|Lmzpv174owHJKMuRhUPs&*lXX!rh1B)TqIV%HdRB&@9 z<*W!(@;4)wdU|%w%AiYXjZ1iPR^l;9Ico|6jNIBdv)Yz zewf{wtJmhM9POj#_4$<6OhB2oMopjHnkhJ=p?PbjI49K)%!=8qnE^E_pfy*2P{A?U znkh`FSsA(1#@VfzL6_7T4xZLbC`MazDn-_mDBbMVoJ^NN@U&(W*042C*UQmK|NH}I z(3RVo;oY;lcl!6gi>(=dPU)K|DAU%c>2q5%f+@in4UJnf!&&~Ycm6@At(gNgDmEX* zKcuu~22*NQSb#y#ZOw>K+gMVIC0@&|+58y-R;)E61MdLL6rk;cx>Rm!MznFd39Z=( zqi7TQ<`34za=Ci@tDU#z?>;*?Iywfy)r2Cx20b?bAwqwP#1ftW zWd58GfRI6yB5VC!1|UQmr^_I0#O<|4m=%Cx6WZx!V3P>c4!INB2D*1|gDJr<$P?Of zS#XHh{?6rWeBsV`Jjk5dIVz>3Pz+35cpxNdB6 zJ%JMoXEc)JPOhi$W6I_299oPONFPTglT&!J@I{GVbQWdAZOxhx)4us-Z!Py&L8$V# zW7NY(yyCa>hIc;b)irhC^!B5>ICcDE{I@Eo{$694Jo3>B>E~9+lY@i(`wTNz=7!mC zw1V%%+dtS2ayjt+esj!vE)vfJvQRwO0(48=M(~^1P?d}D=8L=-BbGZ<<-YFE7kN2& z&_HbC%r#ZRiJeg6%n}X2;w)`ixhK>($y8%7IGbMFFzf>`(xADkOG+$TvQSH{^ygb> z3lbj7nhek8&8A;~onnVJVB7Fyyml{B%ssSmd~o;SgJ*}OKfK<2r20|0ckFZlL8M}| z6H#+d7f@tIfird41SQ_OL>;D6l&FAR>l8cuLhX2Q4o}rh;oV^S7O&jHFU*)s%jT2S zkNr|9RD5id#Q@jWLQ$*cjiq}wDwT}Yelgw>kOfKVR`^JGtKL( zf>0>6Ztj+KW?d;(RR#D16lRMA{uNv$b^<1m9qTkG(`9BjPi4vg$R}V>lr_GIoq$QT z0BeNQ1gl+{fFY1)%g_d_D7ZmvV~o1%rT^A9ZmArIwZGiOH+2aU8BVFSVgY8^+(~5)UQ&xCJd?`i&rlVyp#n1S=E$Z1 zZGE(^a)%0t)}I%f5)^{mOvIvKhS(~HVX3a|Q$OrMn_;z@yUJmZm2<{M#pa{<2i0(5 zyH_vgFNejXIC*Ly(dCXT%4P$oNnc+VlQM*xuQ#zN`xJ~C z8v^*;uI%IFo`f~v+#!I^t8@?O0k8@6F0p+ehH?3bVD;Ra(>vzw12MeHM+s4j?i)WV z{!#Ue2dPcK#_sPI<4>K3*C|A-Nxfoh8r@qFV!EF@jUMJ9_lPI0t3ztCB45^+{-Ub@ zvxlU83#ScVNf)4(!M}2WrT_yAFnA z=r&)InviTs_92)uwwQm3-HH=M#lNs7n!A`UGvK`)g$0lGiJz$6BDVMERk57Sot`as z@6Y!SjvhTOI{>)bt^7e@iEXDbSj6C-yPc-SWW+lYIk7=njZpHu@~_MjatCPyv!qa4 zR^GN^tRD091Wqgt(U_3y=_&k}a(UZ|7DH!sz}tF}U|I8a>+Nx7tRuX%aMB7qxX5#u zgVCrzn~#^BJpdre)_Ep9V=EO??bhQ#QgLhgkGxX42dwr=R;-1z^dM1p86oR-A}eR7 ziX}05jLBQ6JyVanVk|39V(gh}rv{o#F5pq>{>k`*^}xLVtL0R?UxD_|U##nsv14FV zm3>cc?tb}d^jZsN&Z33yX{N05UbPDheiR{}nb2i%_ zc5Rt3m`0ZI3@ROi4(Fr7eblw(pwc5 z0N5+(vZ!3{uIucWyAMDj_qe~Fz;iLaEIZ#{sq~<~l7eY&pjEm zQ(V<-JcD*Vi}<=`EqQx>2JK>r_&W#V%M%^3-B`wUHs%k^?{{FCFqlS`Ny$k3^L|}q zB(-$y@tzF&q@I3MH5$*L$p=9%m!o+Xy)tL!nF~=cv4Qz}Wg{w=J9nL0Y}Xlyk*s%u z)N`#q0Eyf^Th+;M!!t$Qa;v&4SbHhGS=uS1D#^1g+$kIK&2qAx1(%lF!dFV?G~KPo1xfqRig{>q4@K)au3Ie?c{brfG2;ok(@ zu`0NynKHM`Uk&f`QSG7PIHac;{noUe~pl7SDWa8*dv-M5=y_4%-7!|Lk&PMJg$Z??yix&)ey2HLIhloTiMycMs{qL^Ns`xXI? z^6QPs*M3OqkMW{Kl{Y?bj-H5S;j9#mbCR^iUTlG35{L~cwM8rVMeooGeh|r4h$pk7 zvW^GKu{&dxpUe{B!DO~BryMw*%+}=t!~D7s3#$29T`f463mC(`_GNXopiJ7Xr>F|u z8EudHG}@k*?8wB*s932L*NgFLc-}u<6mVtpZ1~E_Xcd>L#sUY!>U zr@7=WgH?ic^YAQ#=`yN0#FxQppgunfa53d=^a|ijO2?t5Ysck5}(S$9u z6QeNivfO|<`Sy(xgwn()zZwmBXM?dDrN5mW$4arAVd(~fUQJRhH(lk>q&qME-U(bk}y z)w3bdDy%#yxXj;>h|&{gQL!ij@om7vayZ4=fjy{0+2VI^&lUqW9)CZ(vy`-GU;kCP=NCRu{_eT4I?l(_Nmpw2 z2zwU1THaV4!K0Wr0K{&r4vX%}M%4YJs-SIQCpL-!YG|YQ?AS!j9ByTH3?*y-_sot} zg;agUXU9;Ye|8MT(R$0D9YehVe@4Z=StI;=22bi5C~hY_CB+FmZk2=snGnMcw?}2pmJmKN$$$Iy@7XZw0@B zso!qd3VsmDR){ZlP3G&-tXR5EoWIy*L~H-`EOucjRcZ0XE-W3$lCcPL*!;yV6dM}Y zVHxjYmno1#mia|heLEs6s`f2*QL^!S4kq&#p^;qvJqMNo?UbH-4tQDRn(=!M_%}fZ zEt%rriAI$C!~GVDP+-*tM;N}t{aj!Nrr>ZP=CiZ@ z;H7XHB7cU$)}S5RGecn&R@E7wp|Cy*xV9<@%UQs7PqAecnm0P*^PcXNE%fK-F)2hC=u--RJj!J@fng z(YJ&r-Sushl5Gs8z*)U`z;OO*v|_m#yb8{ zs2x-#rSW11vChH~@_!46H`Z~HUD$)Um?ggB*w3ZgqmmGi2KI>W6Pgx_GxfT~`^C&1 zL+0-jV&b)Td-e&@lBz1>`-JEhLB9rua1(@L$bwe>J|Tu6=+Oj%Z<`DimTds;KXn!F z&;VWtsRl?0(ChwW@B*&ZgInIEhbuY=(3Xa9faZl00}}rzz?Axnv)Qv&~!faibx{$FXpuI>nFT zK8_`~T>L9`XI2)63DK z|Du4+Agg76u{u=-VN~^n)oT24TT?vX@1_j%^8CkbjoeToV+y_YJ@s0b$YM;Lr4~t(@+~r! zl_xQd?-sc@AHe>-%ei_>%)K!sf42yiuf5Z=TZ9!=9va^*!afOjX<2TsV#z!;f1d=$ z5QxMagm0e&6PIrV>O5RD_1-O8!4D$Y3h_&SN_MUb=U@6$3D&;rx%5YuQPmZ{^rr?& z8UjtAD`B*P@-O`%EW&DiH{xVdbi81}TH>}S3TopN<2Og>yV>OXSo3d=pwhMDd2Ws% z1(o;3Z;l`zgaW3zd2X*{$0{lR_5`Xw6f6k<-|Y!RR4#YsB;~DpJLc{KkjOp3Ul-%d=Y$)QyAqAvFOho5-kLvN`6cq@+-PHVLF z2bK|--_)gcX9ORBMDAaX9?ra2x;r)=WS=QfQnjOgULGq!0p*}~Qt|mZRS-iv@?mGl z0}40Yb7IxJ3r@De2&edN;zhAk_vO16^gYV15+hoBlxH_FmQrpN-%X6At@cjyL@dG_ zEPppKiVcN3EaTlxYzpL%r9NN;($=&+vZ89=ZeoKC$i{o(#dt8lgN)tx#8i5)Cng2c zdSdcH$SHvx?%SnRmERLn{fe0<0IFgLz}E>8QMufiqtrFa+T>Qb`v4?zk561KX0ug) zG8fKazCN51eRa^0iOH(}Lr@(4Yv0^oqKaE%G4*952?wiIlV)7U>=fHa0 z6=PX>665$0OITR!7ng2on12BoO4c6fIbvBAQneF5Vu=#{$JwC79C2iZh& zXzq&?^ImFB%VctQU8lTfX?NUx0DKb+7WZFEiE)KHko!&-@e1T>AN_(iDi`HE|GjjS z{(uLfXk39UzpIPoH{X2o;#H}=H(#8+IarUz^EcrYm6J)4s8cZrD&1^{omKI>VdpB1 zvWpMc^a-hpftwNM57>^?>8m3pTYK8a%r8{bi|?0Z*r1x#SuT*qJSl&_tO13Q4b^No z-uUF2L1@KjT5+ZfW060UbXY8g=VgPU%1t5fuE4rPQfxMCQW*D&8IJ<_{gQ!;br)n^ z0`TptszoW7z&?Hyu^Id2aK0#5t>+&_tU+6mP^|TyhTuEIQ47=Mwqb+SV8OGl-P@pq zkYIzd+!kz5dd=1Pfrb#bfi4F&i0_tNEehzieT#QT+5J72ulp0y^HYCkMO90V@0Mks zSh0+*E9-K&hDI}*{C%PvgVmn>AbjzRiOaWw-@rSxf*(Y(72>;UE(dPLoxiI_N!4EK z*?|HDR4v7K)l~S1^Hb+gVrY%z@2WxM0foLDC>fk+Rquq8tuVsr=j9Q~cy>Bh@q^XD zx7tO&QkM3aPmwX2`nB>D&q5#~xLIa@(_%Fk4ORn&r{zMR!DETu{OD~paytZ7caRD@yuEFjR|^-->zRTX&$Ts+(^I&< zd+wf{XgLJ~a!dOipj_R&bpyg*h8mE7>*nC%V)BZ)X4?iNp{vAiKCIP1t$GITlFf9a zKr1qgEeGzR1uZpIK%(~aB(Nf8h?(c}5#RmNGJ%!RqJqswAZC`Tz^a~0dqji~HjBZO znX~1kJu<*b{^nm){{VQNSwImU2?_S!8RnL=fHG#Tl(n+gY@W>iTs1e(rc)ceH8SWq ze|MW=%YB$ONN0Y-DWFxenP*QK;CtxFUZn8C4O@0H*r0oYBhFeTJ7VnNx>=>7Zg#Jb z!?rtkJrCZ9_J58b-B{r)Q@{5I@WgD2P7h2A-hQw zY%Gw!pJ+2OG*E4#*1#YSx-zC;9ZN?z60o`FMJ_0(-2{TFbkw)yi(DY~sEpH3wOH*2 zpQOK2j^J6c7eL*lD4AtjF4;>6xsr_o*YjkU1eZ5nFZh;EhKb<0N@i;IvX=F+s)v|! zyjYB-cPnz8<6SM5IfwpTigVPUs(RDE=+rp~LaqdzqlO!E4g#0gly(jQe6Dj)@LZ*K zjtaZ%9MvDeIXq`*CgbHw_Zx%r8{EdhR5YFx@l=S!`%|@1}^3sMv6vp2S(i31)mTSnvt) zmWi{B5*2Jdg8u?bHbIC}0W|D%iVzjBxdzW*UbJByp?mh2J`mk z%9A}CHEi@&*XOY7VU^OlX}M9uhUpCFodT$wEo^y90c+3vQO)|YzZxuO@V@p5+-u~7 zmX`BJKJhxj&`X~^B~^uac3OD8uYWT%A>ft|YeAh5X!kFab5 z5XWUz%vxv5Z5AHPKKE61K)vjBssTKA7!mclW*xU}d52LY7=p^>@nHF=Se1-kZ$4iC zM%9aFY%ao5J=Ud0$t>S;Y%U|DN^G#dD^J$QU{41_h_SEC$}ykq{*!iN77u1u*XAeg zY5h0ut!Km4cn){8gSkD=O?emyeS6F2rhK?74Xkr-gb_Pm+Jkh95jC*x-E+~FY)7}N z^*D0NTc|w7b=8ul$8Mo=1SnT|(!|+aT{T6qm;azs|992bRE>J}dX+=j6a(tvM7_Kx z9)=FX)llD%FAO8{5_L&~?(RQ9l&VVdOdnV5BsuCBFbL7N-52~8w3gGy0c~YBPStH} z2A)^80x}f?x55RktdnSYk$(V(m7-vhAOT_f0R1B45t<0cf7)AN@}eI~-9O&HtKLHZ z-`1Y@@%lFkre}rP<%R-FzZ*;@tWsL8P+MARWIAhtr-df3Hy`cy)j#@u1^4%Y!3;5i zqvAiSW>WpgK=-pk7bs=f%=`1n^{AY>2+ij{=kXwSHic z+<#El(*NE&DbB|Hq{wz$i>cduQvcZ3+S@kmN~V2WVmnQnDBFCzf?u70_*NS)s^l$K z#RUsYf4UVPqS`i}sNk2n!T8}kSQjocCH$ufO=rbw?{qvHO!kO#(gZ#)4@OmWv(+I= zRJ-{}_;tTT(G&yH0ukEz)E z+iiRdM?JJ!{%9-yg__v-Dm;CPHEbE**^|nL+c<)+}iyKh%c* z;p%K?q1t>U$$HjTV7KI{G99bR%?;t1vZ|mpL(t7s8Hv)7nXBz^tB*6$FE9 zEsK~;doUyzFV9(Kb#+<9!$ZWAmPOR%!AhR{&Me!K&)=gWl+X-DpYA1l>HUh?GHP5IWlKR1K7XZy_b=ReRidv)z3o*NJ@fD zx=*5Nn+W;A6(mtLUrZ3fQ!!3?uu}Koomgo#o)&7D$>%GtAiNXiHKs^-7rz0Ec^xus(NndKvDxtsh>O>ciQt)H>L-YhpR&~D@p zyXi&yG)|pKYn}`=QXf4Nt@o3o0*7%#Q5Z_9LN2sh7~GD|D0{5hBqJpO!Vt zbit(;@e8n5;$%ugdy!Z|E!ELv3gr@;&{btg9AnSfOWi3cyESjBts{&|uE?8e-Z(M| zE#z^lR$qX|ypLrCA^XcJCmap-fQ`6SzUBK^F}-DA zRcM&vjYutV{oXcKWOc_X&N7m2*6$r-M|u;x{OirHg%Stu8_EaLhBokQ(M%my@55`# ztHoeED@L#{a8kJUO>{G~@$1v>{CRHy#VIWf^@=DR9RIpkGlqScz?fBfH)$y9a;;m| zKK|K-vI*PaGAS^jcvpM4HF&>c7W#)yqMBD%EHCwb2*>^W4aNTzcvtwa=%|3H%8Q~H zo+~$ErpP-idKUyAX~DV;e7ydRa{BOLQ4Z^7{Ubw|cUZK>qicmI*;ru1#~AAm%ch8D z(P`eEcaXQA4Ad1nP_8wgoJ}+#qiz!8Wej%<2-arK6VQ&*0bL zqn1`RxVlIItYun9c}Fd4q`o*rN}zgaBd|~msC(`NtMa5`3KFGjT3X%-R*5}8u{z3p z6n|DRCVaIB1#}aCV2+h{wFn~7wl)ej3}W~m3jD|$SMu(m;0R5H)7x3z4ED(kAKXc7 zok4w))tPd1TKeY0`hTHv8(0ow5p79bS`Ov2Sm(LjO=t~5q(j3pcWimPo77MQm1yqQ z>~=TnW7VoW*QGThW{zmnI%#=>n1#_7+mN79EnT76Gc^L%ZuNcgrg044=z!zp-i!ugAfH zdy1)hK~CPe928E>Xw_i=hSVLq0y{7TF4_yiX`9`)DFQIkO%c8Xf-@|miE;}Td-E=V zkTht={-u~>mvB^dhIfoh8u)lv_9-o%R%qUiaS2C~b88^d49%Q9x_wQ<{+Lu34{itduylaA>x#`|_M7=R@*965UDDqsaHS30D zq)YMU%^tJ5b`@f4Voxh^H&HDuoSi0dG8r-DmY1ETaWjh9LkygwDFa+R7fbV&**_nj zxwDy%vI1RYMlD)LJ9@FS06I(Cc$NloAN|7<}V9bqpm9kNYz<*cao^XGngqAm|a0`#LU~BBq9krE^^gSq}wVap`94T@+w49 zx&dp&+c!!ON)w}mxAfSiltXadmL6G$cKKh4ySxr7;PZbH9^P3k#W0ZuPnOfWk?UXO z4G2XniEgjKNGFU%Ln_D5w~Wu-uEa87FpVtJ%=^np6lZkSt@mpk$=+WUZ(hfSNrLxl z6*PP7*86M5$zW3IxI@eM9PUai69&`BGMJVx1!uEs^Y}dPip&#%)66`cC;zyYYNAdD(DKPY zQMPvcFM1unvNia7_zAGe!)nBSHy5fe?+GxjJM7ez^38S`TduNO#fb7?herwsLI|m}2J%J< z29}`36S%{x3N>nBL)fEkOlW!mcIqqqHnPF>-rRcLzRee& zAetNEyOfD8smQV3rYn~$1#e8e33u_v#BT6)0OqA!bxs^Z##DhOi%gL;x`}Xl@vZ_AOPHxYa{QRfdrK( z+WcejQ=(*U*`}_o=SsPe!gx& zHCk9U9QOtbYke^mYn%DrV8bPfHXpBVzETDb?-Ox-;HG<$G;f~>uk&)eR_P$et>eQs z%e0t>Z`Tb_3(NMyFT@HK<-cOCkoSzFWLitvMrd>4b1GawIkzKRdP(h`cTPnjAt?0S zvKijtCXjJ^aMF4xt-Kv>5-nFXX{*xZALP%_l*7B6lc@4S%oX!?Ij7O(rCv+heXSxu zJACMxGxAJDT7__QKx;eiq%lXWgPdF2Rw;zB5!OdNMZp};qlu#xDqS3wIoyc?C|8gCU_g#3uts~<7R`Jw2wmu7be_hs%`CWK_EnoMdLGP~%SNq<*aiK1$_oXMs z1?w}*GTh;;vYp2TOMW==TZLcyz27bgmI)7#bvPlP$-zHwp2VX>`@fLF%H>r92=9QD zzq9I@Cp|TD{d-o?c{?CIXj0oi)dlR@JlS^y&56U)G0I)&_3TVYh&#;KX6BUQ z&x<=EerY3FW2`v6w_U8LrNJbk;3521%%}4v5he3l$|M&LPeyS8R_tccz<3X%ls6eA zQF13Bcqwr*$|?daJ3JZHg0@-9rcRhQ8O2fik`k*_Xfn!E6wDD`!7I&C_svc)&RfAN zQ5~6#zlz46vVN_?ad^U8KpBb0c@y3iz=i?&>%r+ik&Ccv?E6_0d@=(mBsWKk(ULZY zEucj;EGYkeW7}HxW-)Bgy^U>k8_CE?dBZ5t;-z1R_0>WsAhJV3Y8Uxz%7eUoGadTTXP&+c9@+ zl7`O%aqF3%SoF+04`f-eR)8Okj~m|)pT0;+b`BabQ$0qeuC%4;PTd_SgneM6X5fn;CUAWKh%PCg#UQ`8x`Wim%VdXVvNtb z?7apP2=a|EVxXguv|Eg*frZlW@i@zluEW#?Sdhv)9%mcZRa=)3U$r5B23HBsCDaT& zfr=EsU_t9BZ!V!m>I+q*1ge+rju(mn_3)||VWw_9s()m4nYXG%aFub1DA`y|I($w* zeRx?6Z}rxz@nqQ>PcP?P1i#cK2~Au2f@))f)LAT zap3~L+$*iMr>zACa7t?ls~G>7HR?ibp}Mhpr6xc(*T=rtnIR-VK-yjE`vBwyH-w^nZn z*M2EntIf-)YKjj>RF~N|pvlC9lQg;a4(1IU*?btfZ8gCG`r5rXudt!=7o12|rTmZhzAy9V$=NHstc=e@OE=LPYJ&U@>m zY29h)p+Hx94hY^>-Bs*TAjIpg0|UsOvr_|jAtV~$hu?bRLvN`6BrM;RgP^i~e&wyV z+_#|emd1EwDHUi>7T#)h%PLd^NeaaZ2=nK>otgrQq;OoqkQSL-fgPAacB-A5 zA^;=Z6lv3BI+3%7d3n=h@51ufbC@?cB$w0vDEp$uXy)T>2_ z0tkY4iIhmCR4s|RWC19UAV}RBmjVe9H=zn3bxkF*PF1Clm08TpDv(l7kNP^@J<;x& zamh37vDYkLW_fvec`eVYU;XR{{{p}G*}uRK-Vt#kV(++|h;!m(7TV^L7AiB(iT&*_ z_TF*Z5s`Nxn#W421V>LPOq<&_mJ=RZh-Zjb=gstbGzHWv+1aMeM>&enbfNV?xLNh;q2bMt7~+$a#f{j8Kl^<;x4f@et# z=bv=955{nw$7DLb}Al6jzq_MBwc!lfKji%+V#7FWrUXfaM1(rV_v6sWY zft^M>FxnE_VwA?p#Bg0?cVLW_xPq1HO0aJ`jr|Ph8ciNb(AD*ayyPJT(;6tN(V_ae zOriE9BG4ylMV?183K5%ZG4iP58IFt5^zPA~KdU1zy&JHog5|`^mt3nd&+q^qH5OGK zZwF0bXw7=G=N@2^XDkMxjO~?TeJAjl0y0!owuuVEp1&v+J!0c3R$s0yH4w|OPRAhc za&26)G`LqyWl>FJazRQc28+{JgC-}7!xfSjifv6If_;}xqawK3MVp*}o<7=^qNh)A zf}Sb1r^n1B2)AK-vgC;E$>DfnooK8<6OhHVT_;A9h~RLYWa~*yV2OJA1SjbEeg9x+ zf4Ee4%haEA3K5Ym(4~=n}E zHw&cUVvLdT-qrP+_pWU8-n;(pd%c_YHm+VSz2!Og7w#d~W2WE-y;6SN<+^l*E~IvU zom;yuT50_rxh$Ys;Ivu8RX{aw^}Ej!eH)&)X|RO!^@4F9rl(3)70WCAyY(x*w?8_V zIbEKgw_nY@J2&oals5Z$S5fgZ*I^?=2aol3xqhTd=Zn-Wh=5h;yqlx5*OFYb78Om1 z_}hgN;e{2dclMoHkAs;6P9!lNA}{jn^&zEH&lwQ)8=gpFB)oTzUsBw=v~jn0%C z*GuDm#{QmL^?J01<)!xo?uyi*3tx8KS&i-N>hs}uWiqcqfs>gGJ3ju=@O3r(B&nr_ zCo`GS?b?vdjo;iXLg=ls;Uakj2ezGd)Z8J zUc}fwJlB~wyqC=gb)c5r1K}RR6V%P^eysxgW{d#8R$hB>9wpV)aNmqU5>V9(#d((A zG*D3}uj;@S5%X55Dc}0&^aUDj5iy0A*!k2)86r=juQROb<=<7R0M7ut;s5FV*(9yA2oEOzEXs zIKn-JzvB?2(|L*wLn4$WuBFH2$92^{TZRFCMhGU$&+q^=qs?PVlZAeJ#ph-6Rpdi;-GkE;52&HhYW` z)kH}p$#Xx8O##GoF~6(rA=(5XY+8ySp@_$SOa zJTe9@uQmlxa4S2-yt`ElV6)nk_`}aytUnHv2x2EeY)^>=)ODIAo>s_Fm(6Y0AMDy} zmNb4>Bzuu-QhwhvP(Y`^-k{2w(AUaGv}?FG$jCNEBimR`Xq9mGWv-`w!mn{Ot-xb@ z^U1?v+=We8gJL$DP#ernEAVM)3uMo8&BV7o0|V;s?HYlU+vM(KzdI_%JM&%QNIz}c zk&qmA0zULgp#V9$B5hTG>W|>SoxLJ$ldgo2PET~1#zH#oZg11Wn6j5?Y@AXAdt%(< zqJYil)V+gouNcua#q6nj7o?EEJ~Qr#KN{F682NrNoe!-|#I4&YlEY5iF+u_Im71m3Cwh@F(5dO|E%PIUg(Xv}A5R%XS{UIA%bp1_eu3N z<7vH5;1zC^ru&6`T?-yWqwB#&8&P3iq39XjSgVdBZnm=5gNPG_x9dC& ztZdZ`fZpOQR@_b~=I5{4j*wnR7C$Z|a>BLGW>z_`?t8%5cmbSMb!ahr|8N}aRe@ta zOyR$(1Yq>R0vNSB(wN1+I1UzVK!J2m%X00vfUTdj%oggpW0HQeY?2TT_N|yzp@)Hz z=wcBHQM@(wmX4m0U2n`r_F@sLS22wDLO>5m2<&TV&jAPbS~iQaV~Jlrc|B?-*eq@s1IG8d&*7%VuPC z!7(v^x@-foumm>lpjc$R0QA%u{)i?_&uBU8)ol)cHu)qT4Dsb0Ubz(cGSY-Tz{dr3 z<_cX++-1l%=L#v>;38x+cNev69u?HQ7`Dmm+}$AOQVS)M%*91F5?1SBe(h2%$>=nD zBVk0dFbY;}h|!INrexS@2X;n2PN2ghy1YV=7c(cjD6rydh--nqoI4A3Y%nE@{ zHZig6$+-<7XG6;=vrpvG<4gWud3cX5=!F#!i+k=y^6UjYKUi7GFzKMKMEV?`fY96G zqs>%>9xB*kYt3$^s#BuaJ;BvYg%Ui`mS z1o*_N0i%KYl+6^;?4yI>UT^Z?*9Dy7dFbvPYItb85wP*&d)IIFZeRY<`jyS=_tpNP z)7IC#ClXz2_F!ER-*q*95>&F+nk|shD{P6(r%T|hdqay)7jNXT9wZ7jJnP<|@G9tq zVLf?74tNh1$g4G)Kq57q9RzJKJAp)k-?(QP;WPI49B#Z9COn41EzQt;NvbKo7bbkj z!tcstUWKC5mp=aeqhu#PB!@!C(an+h)F zwz7FLT6?hcD(9^^9a0;V{oBStdD#A9`G1V zF%>+TzG9$R}UnS(b?cjNzH;+3)Svp z^L)@sQ{dM@$s_%YvlaR*slqe>GU;j zH#aJ;%ab;De}N|Em(IdLAe!~+EiuxX+LcVy&(3=F2DDf!Y8wF@DiH2;I1eYcnYQLN zi4vK%?mAmLZKkbNUCI!+K#G;WW=Pi~K8em3FTQPFx^jE-?(JJ^y?5_kzjp2V zts5{aeC54MaPr=d$l1YPjX%k|DZ^MSPE&G4Kh`x|bU7DY#RUmdf0rAjVL32%Z?Mi0C2vbDcE85d#K z%RcPFi~Y`fw{O8Y_SE-Q5+3Ew_pp&gxqAA&Pdw*$KeiC_@o8>+cxym9$olZ7cd9vIT$DVwhfngIX(mhy5futBbPlV zv;r{nc${d~K!s|D6ZgQW?5u$*os>X%@Ra%l74(DT2t+GLO|Rn#pI&wp37DA@M&|OH znwDEF#8(z(S{}J95CNhWxwvJ8=RVzMiN4tvxoie1%|Fy|9u8gP;ugzeV{|#%)wT{Z zV%Aj`L3qkuj&>EQm=pFqOk-=PQFQpVR00k^YUuLb3e{wp@ZbrTI7Z(!^0bC-9~d4C(gQv4$me?yrX&} z!gcv5$n`h!9FJK|8Y)LUcf;=@8Y+Tah9}SA!#5gOyQ`3D)UiG9Ex?{VIw{elKM`Gq z_JlfDE3ir5j<*Qs;AC{#FHkI1!X_a>7p%Svf#d)Rw+AYuXrr7e1dn&(wDQ03nFFQ4q5(kmK)`; zMp7cZ2O>Qw#jk|w3E?1;pOg~OLkT6_uO_`@Tpg(EgOyoCFPT&dl52Ole$*gFVU=*! zB-ZKS0)h?E2@7`8HKWG>db$Q!EBEJa`7`M=WFG?<_WoeEQQ=^b&=F1PcXeDP6eRYj z6dqjp+3ATsm;p$a@HGy@1soD@QSQpUH3gOmH%$he&j_NrqXn9LWvsT zz^WB&*zM0SPm*DY`CUY}zqFy!h3lCr0m{Bxw{~!zE3h0ritcdo@&080U^EnWE%RF} zd*{wRgu|PizEJj2boXz6c<1(=dpE9&OPBeLl_2W<-c@xjz{|l0k|xzFHSzCh4!%Ny zeDR*n-$O=>woF(#F}C?_Zt_d^R91aJ{J1~2?Vh7*+J1vzJ6ThWtT4^(A-M+FgCyEltx(onT1U?ib|*rQ&{Q0Ve=1>N$ZVuc;H1P4V%H)UB?4{mODKI8za{4uU}cigW|LAmFEAF|5tAN(UUsE3iz$d|2!E4 zWS`XOS4Sx82jzbubW&&FX<#dQjH_RJUfnC|Cv50v>GhG>$GG~DOJV}@S%q;#k0DWI zV(Z>>j63@n5}#T(OWS_Y`y)5)=m`Wt^nN4qK28if`vd~7E;a4?X6OV0Z{eJ%Xf}{n z^Po}h5l*tRfxNK8CcSsW!Y0umT)%x`IpG@QRD^5(Yr}A@6i78{{yeF{1%zv@tRIwH z?1vTNfPKfiRug(0DBH-POtB-( zT$lvR$y)(nzEE~T2w0Vw)C=Uw)ZMO0yZvru%BpWdyH@(w`hlD%;I}75Bk^t86t^45 zwK}Q&6a7L`zuP=rJCIYh6fwlYDKYH^a*f>6Nl_jKy_5>$XcEX(!$soSA_BQ?qK>>C zsv4svfn4d3Y~lO`qVOUDxmMT@%M+Oe2kC)aJl-&na|Ya=xHL2V8)0V=ft-U68oEGG zX(rKA7M1&=xHdYx0J#O;o=f&Ai=NuNasLA37oh&jtCbJ&=ss`IBvY;YwpK|7sp{V^ zpv|_3@I$QThOMRcZj3NaXfK~o#T{w~1m$jj=XXost{M%Cn^^P^bS1&#IBq{E`w;Ys zYFE9XFI7FmD>-_1OH3udMOM8qLAYC7Bg54R_Q(*L1QR=#97T9GpEL1)x3z|p zr+EsUj@T((`TR@n2+^DARru&BlzyuskCDpCzL}n2PH75+ZtSbov0oAJ!`jtkqC2OA z==!VnE6tMTslv5n4Ma=iSlUKwpvCCDG_|L7wTW-Jt=+E=G-7N*AyNa67NCqDgry%# zdJ0%bZ%}o085?jFZm&T#wP(v?p302g6xm-WByu=oq)_qNvU- zyDeq2pdm!BXVgl5Jep14Jnxuq_VtXK{ts_#+yw#hzUb4|*StcaR~mY-M(kB8Md~K| zN<#~Iij_*$LsuGF1#&8)J92$gsPDQSt+RLJS|Fv?wnXNu*68(&s+1nb-8=WdvBB)? z8438_xyz*yK4X8+ssCwm6OP~}m?0=e?C`g(#RzU)N+~}OM^E;(>aJs1BZ^vrlHFH3Bl!wCr>4 zFWf4l=Q8?1`^~|9mPE?za~WL~QXB0aXCibiqgyOzCVF~@at#RY|Iu`k2$g+Bms{Jym>eue%-@kpUV#bp`|?*{O5RDQ?`fr$ z{FVpE@1+Jv0~B5Ii*4~2ZACo<8HuvGO35k92)F9HVAT03%P!F?N)YKJC3o%+V$@~9 zpj+$QVXBcVyL%Kpy;1oEf{yzt7<=~Vjnsx^uM`V&I!4Khj0nBA37}e%fRn$-=rJQN z2&(>3XpxZ=#~uAw4IJGIfUwuoThg+uv3a9FqA^T1K^GGIMRA*Y97mhzVY zNi|DfNYNU%!GTlwEMD;&z*O>p2{AF4iLm6sk~LwgR_nLjFBR#J zhCAcJJ$at8$LDM<7iu}4I8Vh7tg%_(R&=A!qmb3`vd zw4Gl}FY;v{aihTSHw8WYEc*gP+cjm}rUJ`5Dkl$%u>b%jlstJt>Ol1!a0}Fa_fgDO zDN&@G(#-JD^Z*9FAj3z}?8%5`ArsFKVEhXTnOK}NA(5OiMa(9tpF>*c{FEtQOIE#1 zqar{sMa3$TH-gE_4fXjD^8u>0!u8(Ta)VO1PFIgNLkd)6iAEQX-vQ2|*Uo!GXp#*H z&YZ?M``USbjP)XN9_7l*CVaK#3qV!${<2J}Jl%op`^y{#L^w~^U3D6&*RqIlm9GF{ z$wz%P^hdV?l7G~f6;|qcW7$pdUr6Cp1~*6f2C$X9^4E|pf0w7Vl|O9*H7(4*3f$i5 zWzD<=%q=qR{?UHSy(9I~vdGX8^w+e|@Wna4#wzN8}oTe#s z?NV3_H|R&1w&3l$RIsjRL9y}tyG0w17iE|jGvyk%b}8jmAUAq3S_M%!8Ae%RV45WR zVzdf%MDM|diEzXM=4yg{jrR1GbK+sQv(4ht{TnxXXjl9R$o?+B;l_Wf9ytF98OSLW zAmAr0gZB$Z`mitit(<6_a#k^_4!(bBwAXcZzqfH#F|HXbhgp@BvURhB+}j@=xHqV@ zv30Wq+q-k)p1L=M@A1Q5bAw9Rx@lweSFEurp%gK#HnwhJJh>;0~QhQ1c z6~^4Uyef&-`8_47i`3edD7J25a=0#M(&B{P#ZPeGX(tevJ^M%Oq%=K!+`^rj_^M3K zJ$K-vwiWP;$2zf2g_&u!Qx1Rx6VugFMj2PbHV%LUn=w^HBstX;N+O+3=9Bp+`^D;3 ze-7u3%x9~62eZC=FIv+iQn&n@qI}-QAF(II2X5}6g#`C~jZY?Y7V|!bPRzgQLV_#I zfThydQ)1pm2?qs2Nu+L>M1kSFpqtH_CXu>wD0U%;o$U1hIRCrXFoUsKsA| z@22N$xKa>iDF&HHDEHDW#bCuQ9e9pt(lqzdEgNZ44MIF<;5mG?z|ESv68D&aL_N6ks%$E-Io;-c~hlL5+@ww-jIvc#HOB zP`y6rPan=;zO?9VKj@Dix+BT#zD$)c=~4cGQSlx(j{QLY-)C7qB~gdmZ@&7au4IOo z$iHqlK1f2BzQ45sNp%xU7ii+E3EP#1 zXEv6|U>dka42F&e^VajU_~@V*4?gJ)_x2A)v!XXGX8V(|=PdQ6$Ai@rD}C=B;|Kw! zg21^O{$-6(+jg*|q{dCZ-YpsIDh7#j{>K(aa$2NYX=#3{G-7La4|>@@r(=GY+7wuiA}5ZTHU7AdOgXJ%{!2kF@8wAx6OvZ$dT+P zxvY6ff{Ql{<_#gHT?YN;ZHvTixI_liz%^npy84OwHq-tmz4^317>;+i{SkZ0Ui}Qn zk>2&~SmTMHak~g5mHS$5^lFkHV#{+j1VK-Mz zPlidCD4p-kSi|Lo%T4DuH3od%LK59@JaETM*ogjpi^DuW&P0dw0cDR5zaae#;xhOMXBESTENu% zaO`hMM~gE=Dp+}8GgTqcWou-W5U1xbFSs=#fUkE;qA zz|OCN8!dQ&-nC15ID1R5WGPt&gzq;E2y&A#M1;RAk`U*-c}E>=d>X8#EVbclsR1Zynw@?q!q+mf2T3}K`Sk>>6Mr8+v?4;mQ>=m`H^+9>&-koyna&xj(jKp~| zN9?ugr}!Wtx{oDU%@w_<+ENBdrn>s#B}9$e*nSy6TMZO zo-FhyEp>&eYhIo=6H(|@vPst}oQ%1A<)15r2pW!urQsvo6<~0I97369+fzx|3UIxQr?Kw^rkm|_0 zsw^Gb%<8yWBz{P$6%nSIA+pCo@N!dHWCB36W#`r+^Rr9S^uIF2Js~2Qqe_ir0*zd@n4UJHtz-hsciAfXT8PjMM4qJ> zihVfVwl0!sdIOOy%0(_^u_xreU_6Z(SFH$+7>i?ENh57m=q^#425fY~TB-sCewa8# z)4N1%G;XC-!NE@-vDcFyg{rO5Z>I)XB?Qx>Loc?07W?g1?5Ki;Y0|K&vn#x>0BzBo z8=-Jog^$qYI(+udjbOm70!0`oBLlhEq|$V2hY;0R_I3{*6w^SWWm_S{D@-<^l^I~Z z_jn^4-HuS!fbV@P=Ad2Z@};hNsVkXrSH#-N08@fU6>wH6C$-dD1YWgssaLR|mT7b+ zeY`?(Y+5FbiSU}y7(KHnV2$Eyr?Z-UW>KXy>2&@xi>hAa<`O-#sH%Y4ZYK&OZGQHd zMV0t!JDvm>IA^CyRNGv}jr*9nOa<7G%jllfvNCpu+rypyxOX@iz?`dlU3d1L)qou7 zbN)T6{#Uq#r1pF~T2;0m<@4Q=1>#|C^?YnhQQxvb1$JRBnl0B*ElrMttvIOKY^9El zE$w@U=bYxMt=k}w3RAfQQp%%JV#98?^~K_@*u10LmV1A zPV%C53+8l8FmjtZ|d7(?a z?AgY$M-m!4HNDi!7W3Zl+VI^=x9*oiG}#4wntsb2CUw(*3wy=QqQJ9KZEYH$kjs@S zCzB+Qzj3Kv2NqSzif`@sK})?-uTH+zxA&Ukrxiv*)o_7oSYnySkl8X_f-j^MCo-gOjujPM@oPUK2^}H z=T!`0YYkok0z-EM>tMe>+%HDMaWPxfs|5PAj~-m&Gaop;wx)Lkdt|QPymtHU&Goyz zySHv_iW@$AH}7q1UMah8UkLrq+nrv_iPBVCQF@#6Ji0<}67YVP>puoeNGE9nCO5Ydpz)bvd-yJ&KAC0p}iYcxFAbB99N$<0Qr zNAJz`t2eISyQzjnU#xh9yH=59O;|^tcd6fr(fsv7jfUu7iHXIyi6(@aitu=g(%qWf zL}QAi*9mpm386-0gvLkdWYwGqhHVVi^6j|MvIR3-t}wO zVZ_wCfBVYqtI(+3Ki|9Yqm4W3>sQ_@8?-N0JW|u~B08>=znkgt^IgROv7QzkuR=L# zJyn=kjGG#c7vm-p{wrQ5)V1h%QR*U)E8dSgUe(Lsc+q2Zj0=~{mHqGs2ji`gdz)eQ zu{uT`?JZxH^5jg#3%=jDk8P$mZXtEbi)%;xwBhlLr#ch6IB2ge^C=;H32vM0?iCmU zdsf~+IpRk_m#{$JTP^8ZRw~hSvMf!NaCVaGs6K&qAGDyIubPRPA1^~qFA5ek;~%x4 zxSE{61K)?s&{YX0vm!TJ&>VL`WsjhCSmlFd%sF+f`K!C8NAe^hj*aA-9# z&ZYPu7S2w}Pdxzzw2PiZW&*a)$W!{lzV`?V*=J@MjNzCYYlO*+xonM&0%vAbi{tH7 z^b8tPgpZx3tggC^2o4X~2cQ_#t@7-F&DI;#m!}-4i$8B6G)2I8>kv0~xEB7qWyG@x zU~lzd!0d;)B^)F3IK=&vU>*Z*#ylHT-#y}qGF(Vvl@ zc#!;Q6Od>n+&l3i)gjHxZx^CU3`nUb`&z`23?I=;LrwTKmA2whIQ!C2BM8-tbNL8hCJ_!XV~_$ zFZVDwF(ER<)?iSKH|)S0?Y|L`K2?F~=*~=|0bve~U5fQf$nz%7Vt%u?6dH6ySu6M6 z+kYc37&%jiTDeiImdH={Yj z6qB&HyT}HONM%lcFq)HQssNX?DnIb}MpVhpNi*U|HOLPlOdYZ3JwNdvT_eXKpo=&8 zvBjlU4{#ZJb;1-rq^bpdRG$ocX6IkEY{;<)A0>>K!+%<~C&b`KsXk(V zTxX;x%X2;LA0M}BS=A1Ljrf24Cs#j44|YAbqD)y3G(Kv(#;~W9Z6b}J#8dvw(rY4) zkEOLL7h}xn)Ti0%gZ}j43?j9gf%cPJ0+5u;AZ0^Hk$GpI(_irBAv*7jN+Nhy^e0kv z+4Igwo(3u#HzSZy9Ue60+#etj0wWR!ioaM`?L+}-N{-k!y&jLin`fb(f4z8)bT=Av z^)DX-t~9W~p+P>*^gF;^^gd!#fUubTVlbahcBcJ3r#qZ|A2E_8Dj3O<{(ai|ntOS4 zEfAIJ(LnmTkwiQ`do2*jwxA=wN5Yv;!|095NQzIxm@`@L5C;CCZ5ubrN(N%!EZU9& z_W>gc>^HzhqDgY-b&HMg;zz|hY9b6ri|iyhB+pW@5tBL!1g4TJ#3}WF*=Pa*DrT@d zo$U4fy@Kon0wm{(kc0aLC(&0tW<(c3QE3+H74(^SO78ni32FY1Ur-(#NRaij zr&R(LqlbN>B1#rfXvG}(7}*7<>3!`&KvN3R|#9vFGVPi8H)pN;|~ zHXs1ZuWNK66|v~oHRhPkTZD`3g;azuz(ow8^V(6o-|W5vb`wpdKv*4C>ckRLt=j!? zM9EI2KsX&mYsD20Q1*81`p`-O$I)v55cVP58Zn&}qVwjRcE~=%8wtBEg^6Amntgc2 z{+Bzph(_&iIH+V_U5-%N#H7U(=Plh~xmdR*w1z7 z${#j!Em2lETY;eRuXzQpRwF=@WL@zJu9n-Gh@8UN=`4h+i$o|3_aY3;L(e83_loUp zn4g-h_V@QkpQum0?O}WK&=D!J=JEVx^$Xl40&~38FIwK-g{Qlv_FbX9{=~H>(X!zj zZv+q5oLE>jATq~WU36O;(DmB_>WKHZw#Jj;%exFpIxshI|1#Cs3Bu4l_ zy9kXCMxfrP2Nm_55f@$s_F7iJFIv;iUW+^c^%6)C^k`zWq^rJ1)bI>DO~VvHRJ>Bi z88iBxQ4rYItCh#&!9e^+#q)DNhVz51Vm{e=&{q6MfKMm}}dzJhS*~!Q=eR?Z9 z`0$%xMbTxiQhiSARbpV`QgL1sG0yy6r9z}UPU1acPpTg{)OfFwK=oUXzO zt4&F%73fu}Lb$T=UZv8c(v!-HS9Xh?D8E;!@TMrO{W#RC)P*UmK*E`58^2W)d;7cn z+0bpm?qvJTRa3b1oD=37UPpmxLevOScq`^3F~5e>gh-CTCF=qSVixGYGAb&}yj)>g z<{_d=!(~(?-B!i##^$Lb)`>m>b@gFQQwns?jN00uu}^){w#@}#81*#_hHsDe^NBp` zn^8Kp`&;e|$B(l0yT*%^-t=kyH}|8!QXW!5fq}br;1$ex!=*e_wniiiXBt-E)FAY# zhUK?F2W-PrgOEf6)-RI(e#Bm>_!0PyH>3%QX~V;{k>8M}D5yoVuZ9)X4}rpGY81=k4siXS9?25Rl6?dz`17Q5AN+pp88ei{f_I}Ol^T9!BCoJ@<44vO*M6G&ly zI2`ZrUIsDY`}yiB5jRT_((9hNW_{0HFOb5HG~HHjA;2s4mqdexDeOq5jZ|8$Bb0en z`gx-|2=p}^nbe|!|mqxB@wF~1Aq)zRM#u^v4l zM+c)u(tZwVH;@8|Ub3`I=RIN-sXhxAP6hWV zf7q7WZXhADb$qVW75&1UH*jAFqO+`C3%2rK^ffW>hWCXaxh`Jf#aJ*4DEF&|brR?; zxl9n1|7=l}7l7jubQEf4JdZ-%?=G4i?H|~||Mu8v(y+)*h-%YQkpXCnPxXzq2k!l- z`BQy2u3b@ApnjVF&HXn%)u+I$@IQ#b=1=u$M6z(EVa59d8kRrOI$-nr1O}{Mq@Xl3 z)u;H5PxU1zrVSALMgCM@ih^2nXsS;Xf~-Bh&^nqNY{5;z?t;;+Y)`+Tik5BIlj<|K z{CN5v2DYL;5D&;-XjO=0+oXjs0yV*Cl%gL@Om>n^M4a%0hU( z#1~qXCKWwJ{fM$etaScDt5QhTTD4BbV*=@Wx-f+mNQirl8u)M$h)w2ujWuR_QhiSI z8VqbjeIN+)y+$FD{A(eMK#hBida=Tg)FVWJ{7_33@EeeNCg?T#fh4a{nj|QzO}1UH zQFyDoMn9vRAvB}tJP0J5k9J5o3210z`_5)|i^E|d0kYkBntsduC~$%s>O{Iwg*TbP ziAfF?f!r3zJc`7p-aLx<4W2$o)XSfGqg4l@kE2c>yP=v zMXEtMB^nOpaiAzZ_Ssv^*yko1`|!VceZ|K<3d{=sgBWD~*heFhg|km9Sn;us zhUKT<0h>SeF<|{71@_R`M=6%jAeWUN=tl~@Rl|VWrWP7xWgh|2f&e8tH1;76fq})7 zzV{AB{YP8HV6vswU4Q?pPyNBC_dPAbh;d4PRNpMZ9~D64 zk6K*mkLr;c{-}zG`J;M{Xx5THD%epAR1a4BqkbygAC-2gENBIojBnvmN61s&7 zmcNhYfNh~$sKNS03QB|B!jkWVZed(8ZF|@eTId!gD5ymTyM??EWbN_9r~To4usegh zyXQO*5DUvse7eI6-w=h%cISlohTDI97X^j4Vm=b2`H4>kmyAJ35M2JL)!?AxiBIO` zir{JDL*0q4k}#+rIY9@?%?r+dK(N6^Z^ghVkLc|0K>A+2&! zBm{eBenP&ZPr#56fKWm{DvH-yJR7dI?m9GJ4)U|%5b(+nWjN44LJ9e}NED=AkFHYe z&$gU)|9bWW|DBDiLbD_Ghwvw_o$sU~Sph`Ehi=c1O6gej;F{)b<(DWZ9YFmF0Pvv9Q1cEDrDR7b?a#%uk3XU{8qL}-Bm@)7UW6w znVWh%+XDkzQ6GrW=dW8UL^8r?A&fwckB8KY6^(^@geZ_d9-<2P&0akdT({N_K)uAX zJ(MO1%4$o*Zjztvq3~9<3;G%5454*v=RqJL!E46j`Dn6`9I3mvZf)M+MJulodoR=ZHlOrznwtFH%iYauXzK8@*JdYM*V z!(f3015}`LMW7?0eH3Y!{n4Np!|kv`cVe!E_OTRkMTt=DqxF4a`{)6@B9oqt7R2vb zXdf-4rT1A#j-Y+C9^@(|w2xLnRsLu_N)&COeYEgb8mIMaxP7!A1X2>(M@!Qhq-bZs zKHEb3Xz5Xh91SVhKH7yNFOIKXRVDrBuU@$s|0mH`+{WXpR~Ew3W5spU#D?=%uMjls zr&1KNk;g|+HgbPUg`Oh%V@ILcZ2Sz=T72~iX%+Q9d9}DQTkLxIt5*nk z-0LWi(CQT~Qh^3ez7_Ad?-zyJOunDr{TAiQw($u-S8Q?5O7eY)hx-(~gqd%}_n~x- zsw|!vYzc!|#Z_Q=$wk~sW33PeJq2iDU#$8Sn7@^7302zZ$dBt~(xSBlgbNGO!b8X0 z)2Be|_(GDXv;AT^KbSt~&xaFtN+o|vT)?`6Wk|nx*7E)UCrjx0}sPdUA7UTcFM2P?Fu0jc2#~RXxp(XjFyO!c7>3q*%d+VtyXSVK7HD;E2@td z0Jj;XS7>a4p8>myk4=zP5uZ{Fsct@w>iJ_61iY%n!;dK-p|OeYS>Pm|S$EiXM<)51 zb@!oE>05sYe{!FS=dqPY0(}wqm3UTu9-G1#5Xfz?lHk7Jt zdooJ2ZHXjcYH;-pVXOt)E-?lK-Uop}+m<>d*mg`OZDK9kc2qYlIB45YgtGrM+b(sr zYpMm?R@(5Q!L}v)0dG5)4@a}r?d`q&Vy7oR*!`o1h&&}r8-EH*Tx)|5>8LT0ma^~rI@6p zD=-k}{b{?(5IM}LjUUzmy;ID)q6^;@CoI?-cYf6_bdNOl9DLam5PBK{aNkr7u{(Ha zYG`R#4gDpk@%`Gh@!()M+TyOUJ=`H?^vm|^g2-ae@R|@`aaZ8tYx@AN;H_fs;A6W6 zTJ`}VhdsrCYq0?O2enxrj^ScSfPOd}6m;)euYKC7F!n5mFTMjMBmmGMaL$M)#PO)g z36aI_Pbc%qU^1dwG(2a-BTWQUpE&ls(ZhfMO#-vODsFQj<2q>j{2$2)kL#X#IAbM&!GJ5Kd zjST5V} z@R>%>K`lQLPj85b>@csR3RLwkTBM9eB&%1A$@fgB;Q3DUe%^ zc^VkG*K&yQ3?~nl9bnX86K@#^aAAg`ZFgj>Q6jdFrFUd3EGg}@^$J)@uVqVd#-5m> z-!0o_95ie#9$}o9fTp(FY(2`w^eny2)+kciZ2d6M(Y9MzV`fas(%s6!lHyj@D+?n? zcd#D=f;5(Ng7hmuP@8Qw9r0ssmfB`h7_l~+J`Icnj#ZUS+-&l3U{STo*$Z}EEoS_jTdQG+*cAEEnq~xBE3`_>HzHOCx zXK*x}&ASEQ9?a=PXTz*-TZRBlgs`Xh$DWc2aKBsC1RMP|+-cF@>OzXZUf;s}^PJ|@ z2r`(7B=)QT&cEv^>3}}4S;{6tqkl9V&I>R6h6#zbBm2q=x^}93vg5_(lOP5C1J{1ouSE>OZI3VskCsRRX%xvtOSVcbW}u^TbZHDJg$~-h zVLq}(mj*=4HH3l`1-W3`O9*`)7-=U`@U{rInwX9yMG6~2Wu&kl1|n{@5-E7WP6uGT z90$>|$*xV?4D?g2Rz7amkE!x8glOgChk=N|mKmG7NL=95n$7~Iq2ZPpTYfAgPyo!G zz%|i@J_;0Ar)|OxFZdtd0@L4vgV6Shtzo}R)^yV8Z`HGJSv23+BZ|Jsixziq71J`O z{zdPPe57op`9)B!^tZOkTvw?H={MF)^NYcDg|TNqez_!H$_Ev!8%t7Dc+j5>2Vq5O z-dK{Ph({!QiK`=iXiq7b662|z#VJKZVx{ElqN%9{#zxA<5nvI>i9C&WrJELND;CIWUY`7?#6MUg1(VrBrYbYnNCI^H#ClKNzW;c8?|1+({D!?-j^i zD8F`GqoF#aaMlDi&+$(`-Ce^ z`dj^ZpMb8JP#3i%B1mRsYPkU0%8N~b4NGcW=>m`&zC9u6Yv#o!p||D9jBxn2Cs9D2 z1)ylA%WOJWsxG!XsSA8->tgNjh}Fw*rsgvF=#|c0)!g9`trJ@oJ3XAKk(rbZbzvRv z7sC%GxjV6D3Tqzk7sah)u+QEsr2)>GJdY3dy2c*q%x2p>+p^ec_=e|$m$owFHs1ih zvBAaT$Fd}TW9tIHwY?x_C!js-Ef5)~o>sVKI(5`yTxsmt+XBHQem=#97+y38{<2(; z0&NF>B8WXDu^ZTp$QO;Z2m4~k$I=w}_xZj6qs2u!s}eJz{mFh;^bM)?|D@dk<_Z$S zPQZs=DYJe%1?h3Hdu-P2Loa8)KX_PJD}`;hxjuR9`SRNypn&_>Bnr^QS}}~0U+N-D zAYF%=D~3_$Rce%?*wadb@(Tc8*K(#4eiYNt+RE3u%%x0)gA`jM!G%gzIa zUi12qxQ$B@>@#H*gPmWg*H+3Gt+`p^ms>42n|_JxMQJU71W)Diz+!D^j?#XxzdxCZ z0qns5&WW^QdCd*Y@hWh|vFA4AmmSbaVE{#}O*Sz_U@2EVQU+O|rYC05)o#UAJOPHy ztmY=0sE%czR6p_)p+4tt@5!toMSj17uJ~x|8V@oQE=>!8?Z==07~~3 zPpQ1VvN!F|X-?{Y_82gVv9TXEArzMYd|Er{WIXV;jv{9_E|JUy;P#;APP!H%9+`&_ zyDlT)j=TWmOcrBolHOIA*@wHvp&gwKro(-Hjx_1={HtR!H`xX9p<|cg)sHFkl>w|; zd+XaZIercrBsmi%YwoRY+42-3_GVr7q$a@F&O+@_cIW1w?9*`fH^*y#2o-y~CUfXr zU~jlk_T<0~7KgTqkBQa&-SP5AaIx>!WRScK94@HWhsV3PtvIe;A0BI`_xkW#z}09m z_J+7x-JbUM3b%*y_s3*%hyVyNf4tw-~~m8^m}2_Awx`gvH)zLSp$c z5V)YW16$*x;nsYY@ONBo2eu=LD!uJ+-(5u9lY#Z|8SQR36TB&L&wUHHYJIfpa79Oh zxWQQdXxE{Df=e0gMv4GRTOaMZl;ZIqW_0|jg`e;}3DF<{U0xo~F zE0vd{x1*HNE_ngSDcWvoF*&ObhI6;W^4CjmXR*=-6MHM($ok&|-dgYP*}TnqupZo# z&OnT8`Taec1OhFkzgJlRkojPtMmU&2;yP24+Xt3#-2TOE2A*lT?%Px>sH z5FqWu@~85o$D!do9CeV|zT&rls|9uK5LbA<3_I#^HLr*O3@yER4HN)mwmy~T7~bk* zF_q`opMsS#l^1+@ad8h@Mu=YaOqkNWfejgAWocNj^y40DhWwMEySK-Ls52 zT3AQa?@3-fs3ThAt%Y$#YUDBCir`7+io69}S;vHCwtaa2HKwTMF`-orlsXHg>KP0} z90`;9Fc9*SHhVs+{3ta&8pn+MW~tpEibI^7T15##4V?U{bxt7hv24cVPH{}lpDmvn z8;&@|I>wOw(n5$bTXP=^qHH)xMA}7S`Z&;H9j{vzL=xhRv$4G9@w!#e zQzDGqcg{~lt}01wOW$bKB%}+GMWFd|ZJ|WKz82G8pRAH_WMp|0#UhT3Tp#mngus!J z<&S(5a>6No2&H?9BX-XgPVvLAU19zsBO9n7#`nI{B^IFq5#~RL&^kBW7b$Qp3`Ua~ zO`WNEZo1Ed3H4F}dqVyTc9L*ZB0#fjv=QHlK16@68EO;)!@2Q!*; z-ZraJ0((OK3#=xbHHKM*Ig&-3HAWa!GRRqD31^^SoN(9--FVo-87Ks#5Wqey{s9^j zPB6sq;B?=GonS~{5<%=KeyXsZ<^tFWM_LfrqG?g9hUG7$O>E&v3yR+>(LU0md?oQn z3!;&G#sqFpS~${zs^f|a9chtpEGbq*cM3!bpeOFNa4acNMGM3skG&AsRW!=)g+=u;lG&?11aup^94_O!oHScolx_d~Z}779-+hHBao1 zHnkc8s!9(8_VvUETdM9IIQY%ELu)D3ttAJlTmKH4-fqFL_xd0A9{BR}_LpJYL^}J5 zx01;-p!M|@wEk!|=#OY8^4H7Ix0K7i=+(6R6?9Cxi#s^y7??PVz;oaUqgErOK@FZmFml_X`dgm!h6j85G+ajkT<}7tQ$I# zTRpF{th&R?nm2T$w|QQdDFLuQ(jlVivDVdh$AL>$zZ@pU)YqfPgn7mq(ZdVeLOI(<>?thBKhfiPmoI7!Mn!+x9UN@+yD%*>FFu}k2mQe=9eC8A=u^$6hVNFF>Fm)1W4*CRowKt#CAyK|kMf;d!ueTsT- zYe6(`qy9u6r0!%s)67j<&eT zZx44!45@$Sx<`uUorq!2aMs0F+{C%$I=0R0ajV!n_}Dg;_H3JokXQO>i2&7IWb){) z7#@z{J`DhTID|U}2*vdmnLJ`N#Z(S^mUAq=gJTw@Y(VZFZ|^CRB8Rk#`D8G$&RDH~ zyuC+|h22P!m-a~X=3Bt;E<|~XRrp7fovu4CTL01;j|h$2$Y7^9tFYZwp>=Yl@lep(jb_BdqPMmpu z40eLCM)fBDKi$j&pqdj80yXvH zDa-S8%RFd5IW`_Nf+QaF)4+o}CF-FtY7e9S(>6PB7Wvisifadx+(Ar%H@w^nRciO$js@Go$@W_u>JO!XO=Xr|a zHBTP~65JdJ&zp%Pm@XBjp?(g82SF+g27*e#_7rA_FpmQjw_5Q6(+Fb{Cd+XHBV46` z1k^VVg5qw*kLRtZ4S2>*^;1ARg5y=M236JJ$&9wz=>S**Aza%_>Ht^>A`PGQG}QaO zRt(-5Phlnwmt*%12DLH8V^7@so#%m#b{auFRKqMRsS(t&BaNVb4zzB^7p##U)_qC7 zU?GV3g7tLEJm}8lvGJf0B=Ml11|ISoK{^t}6fB_;q{1s2LHZyle&UR{L&Mo$^X+H^ zlkf3n>WF<|b25edu=u^novV|KDVj=2IZdx zIkP!zH5Jw2RP$Pb5cImN?N_hMBB3TbkOd5v)5D!god?5lf6A}V1*uB40}(;>aN<=y&F{Dra?u3%Z6n^G3Qdd-EkRlr7!EeHkn#lJsn0EZODp1O+5 z2JtVt;)h%3hzDF~AeEQFUc4>tvg(gIw$w8osk;8Uy8gPl{;(_DX@aM+bQZUs&z^x~ z73g>qW?qjYnXF3tJY{@xbvWVn2+WHTc~`j%JYDz&Yns5kEZ-`FxzbLZdDtIq4SOCf z0O5Rp_Rg6z`=1CXtCQ)@84)+nfSWxS73Ni`%ku{Dsw$Oh^pbgy4^f0a*^7K{)e~k4 zVNVL5;pKs-*DX<#t%Fg4Lb$<&`Mh3Nc(_;=BH4=%tKF_{@sX7#GH#5n97n zJt$vkUIoF{J_~|ifI^6{FdVnYf+`HL0ADEs-Y-i7Ij7Eyh7X|VMoqnb zRW|ics?V~0SD$!KXhnS>?Mu9USFgz+uRa|yBI=7q2btd7XRDa2A$He!=h#*b&KY;F};s>()elFImTQ2Ba}Q=dckkx`xFn=vcmQPiuk zTu{0j^Je-yX#Jxct=Bk(&{B&l=Be5b7aGinV9y%8RXctB{M}+^K7oB>S&&2)~S-2qN#ZnH2q$N^-=}n3ECO133_!Rwz|$oM(@{B z=Ym}8$Acr&^`_dz(^YC|cj2~3)W_o^BN>!E<0u<>qYd3nAAH%m8_B7<<2OL}8=3Wv z`=wO*_$eQm6^})O_Gc4np1uO=*XvBWW>31ORR5Mcldc&P*+78XnT)>E1_Lv3+c+da zZWSLdn*l64l>zz=FtCy70vF*PhdEs4yH(5v)1g=>r98y5buvA{g8rF+IvvTMH_6KLs#(>(}$2^a&b~- zybQOB;^7uyD1PB?8w_Dg>v!M3wP7$_-&$XPe+y$6<%jVs?>1PnFmPXd zJCz^zU0~*aYlE2!_8D~AkW@9Qe=TPP&%FQv528&`*p6KF+qtvS-?xT?c|jxp|J7<^ z9*S#@#@b+&rs`iS6hK@kHC|u0!$j3@=g!KUzN?_|I%|Fbn4lR4|M ziCnIYRT(aBZ9e1+zRNQ~OvrLgu*$9>tkg2k$5ab2-JiB$x^Jt716}fCwI07+ipltZ z@FwI3skId-0Eqf!3q-A*RYb`aw)bE(ftL2+merw)pP|=6Q|ku<{W#u}yPQZ^RUtsy z-4;lDgWn)iY^ml3$08QrecJ+20>HWfz%C?`W4{Q5Ty236+8rpC;aJcfzn-YH7!v;P zwbXpuJ0u(&%;uB5;bg7)=VJe`s_7c;Zx8nm_uo2zj{n8pd|2#nD@)oxRDTWau31I* z>;G<-@3+0f(JMmt>$lgce_p?HSk+1m?_3++IlQBFU%zurX?(}%Zg4x_sj#F~<0jA5{eUN|#5fn-PrYRVCqs-pc}U+NDdJR*#9}{B{+e!&&Ll zUA}Gh6T;<HdC+SRFlf4 zA8ZxQnwPy2$3gO%ey3>m%x#n~FQkFVeZ9)$ATvx}y+c`xpP*Fbxu{Tf!sMRudaR5m zO{Vgc7>S#{pXH_sqE!BfJ+07{UjVSP z>A<>T1(d-1af|TE;@Jxnq+EC99DcJ3>PH8~6b|q5^!R?1g^`xaPW_n6!9Bf7R5GE> z*GtbsMayNUNa7sls{Us!mDj8mlDYq`R%&suzdxCZ zeliRqVWdl&wfLz>mC)V7*>fB6%MRdH5&>l8!k;)&1&*>SgCFRMbI1wTc?*9LLE;pu z=;1EzNi*U?!ZuEtDGQ37G_yYDo7Jbh@_*%2z5(N$G-EI6m1oDETjK|+s-YL;OyD#L z!v3Gt_D`gdv+uypQ7zS?a3GBVXD&dhjlIIzsF?ZDhhKn%$2Qn=5><=gP^7M?4B@Ig z7V9_6e67Udq4Tu+&AD^pj01UNobxq?`g14$8uWN z)7)=}cUkW@^~>F*`XwfQ9f)7LW5Q-6%g0^EbiX0aXuV&@jX(T0uwBcO|9?&xbWVQT zM)UfXXi3T|yTtNN!JVEb2@Q5H%!~1CGPOMtd=$4}?7vz{zr{tm&b_2Wx+##_CJaV> z#CoZA)l@>ubs;VLpF&+AqzkHx+7h5H{;~zX2=wKpC#3W|iG%#dWjIKnqb^+{rHgmO zb`w1%Uldf+b_>Be&?-lF#+36FBDeZ~sTC`%tuN&~jGFYbw=Gydx3e>bM4kVm-Kb-2Bq@1PbC&i# z2kYl{HoqLPBPV`64zR!@+$}6s9#L&7)HCXDVX5?tYQDfjoTIQ}Rm*2A-6dqA> z^!L=FQ`y)OZ1tBV2{v!}_OfKz3UajWvSbXc>Nyb9^_L~1sI?q>S<-65xfbqm`| zY5P{ZKg?f~>$Img`Ap;`ac$%c_?nmdf-ZMu7w!xB%>-_e91-t~UyLY_38GOE?8JMf zJP`D>5j2E_JtE>vx)v+qW%lXoybLJzWmBw}XBC&bbvYs;;hh>1>~ffox95ypxaf91 z99XQKuOUzuz@EIX$^zA%KeGpGcca;AnSkP45c5Vn^)ixMV%+`M_%~{Tm5bb#CkIjc9HCvEBCHm>R52PJ~)QJt|ZV) zPCTMg_Jxkh55S#`yoR7mZ6guau?k2H^GjdrDZaI<(7mF{9BzV?GU@;qfRKZ2*v z><{;g(QsVM98ZV`5c96o@&%-&{*5d892K)N+*%{r#T{E0Co7Z}z&>|<3@74l_XmYv z#`#Zi>jkWj*icbN)>tEFMK1g`fmWBaf5|*-|c~>-6T^xzeD7 zs7@E??XeA*gA(FWsKGUn0v4BQ4HvSRgA$@Ty>&LXexQV8o!)vYTiRO*I$g|`axq<} zi`ljZB}D7#Vz%u;34wb0f*px;NW?w;x1+6x9gcJ{mUbOW-ahoLWOyuFZBl*lnFUL( zTO8=EMW6`m;Lu^Z9UM+^0shZgd`!pVuG*IdlM3DOWNh+UyZss6G#TF&Veu0$o_*!+ zty|qqo`5UoHO|}u2>Mg!(#Bohg4z7Z^Xj{^V!uC?x87s>sa=n5aqQU*afE+o!-xPJ zuUY)fJ~|lgbteyg4fj(H59tJV{5D>TExRywdV?3=xvh%_1YhuY6FcI;-xfcQ| zjXfhVY#0Fm;u{u-d4DjOPbcHG?!5ST4i{B-XZuAl*d^W--*Rh#36{#fu&D%gHo3sf zNq0jE1aK=hIDP+WR|_D(uGS4Vrr(H4WWnyF?R1a&hih=PX?LxAw!3@q0OCa#Hs`|q z-UrZa%XhkX@$75mGo7{7vz;@Y_YN+v-`(tVJJ&P}<#=lrnZCk-Uyge;+!^l`V|uK0 zd^5AI6WLWx5x~9?!Y`n7E@>!W4&RPz0Huxgy0aOb^oZ})j6*jiv#)wFpXq$iKfG}h zxZl{g!6V)0&%idZ`DFgdezD5uondy^9qU|-TdZ4%9Q3?ujCa+Q#1Xt1K!As7`pvGw zNIdF(Q+yE_EROzVgns*A3}JaP?vI?&Vtg`4tGJ4aksN;6%b|IUv-oNd$I8}>URoa? zEC;cOve+M9-MGVL{&83)%p)9(AjIfch$&XZvt8MA4lM_YOvGuOL1*AEr4fh;{A)mdll4$3AWf9UTzUZ|r`3N`8i(c6)RhCk| zjE(XqHH;F$OA*6j8esP-%jPQ|@^db@J=D7uKYPIQFeO zsu}29lh``f%9uFoOtw3h0UH{n!01dpziQexdoD3ybml2V8p&&3Bhj+BoxC0bv9ded z9`5wV-NT8TDaLjYUy=2x#z8s7veWMkuMOY5bgOf}6a=Wg6ht-LqNDQf*RW8nxSA$} z;kkd(rb<4YILwj{Q;2k$vPv$U-OG|2oaXy#n0Gzq$98ZfgMD3~#la7P7{D)st*WkD z(lhEc$CoCICAiqPf(q?B6A75y_>SzLleq;43>~-jnnK=6t;8o2FxEP)y^$jVLR?Vd ztObnKJ&};>a=5cIoYCQN!dTr?m;hXs#y)fZ-FJDh5U*gRL_ci@@Pw5T{jLn#WN52? z<6>Z}tv-r6GU2_ee<1dsFxJ)u3f;UV(y_LBfdj(bf0*eT&-hhz?f|Mz_a7A_+3JbbsVBwP@)gg$d-Hu<<$z?pCZ&)E80R1|(&YW0%gdKLZ3 zHT;S#Y^A@yKl+4Eww4HpqVX<2Dqq&KQyzQfQYoUNL;#R)I6w^OE)?p86Q8ql-~>u# z6&$_dK$D}Fp>+U6+zK2trXcn?IS}H70v(?}Gm~dO6kEORqAyOHa0Wy1c@|G0(j?T; z60i_^tt_64?F7WG^bh8fooSz5su!Qg4#+pfu_rI7l0p0zL*fVf2gDA)7xw~}KCbx+ zFNyu(l{@#ix?c*)gVYNmFy4I(sXE|Au}|~N4KDJ_A(30f;Si!2ks5DwLsC^~?6X(P zazXZ2L$V=C^R*(|pyR#Oka$!eJ8{R94j{f20-?+5DuX9n#CvzT0OK*D%JuiAV12ZT zW&bN7a3XBTyMhU-c!xntw@~2{*~v{l^R*%FBIZ_d`izNFj@!rEHT1G{_Y>wDUi{as z;#VH<+YI4k&OZEqYdG8Q&j-8Kk)-jn0e5j%>v9p**5|8&Hx z>OIAU4kxSdKf7}c@6PvU@0>Za|A{DYbu!&KBQg@t%;xZL4*eNZo)k$y$9q+h1`$tWnanMlx8`nV zKDBK5w#0o>iW6UP^j|8`YY8Q7@&P=sj5k!MXl+SwUX(0~*^(g=g~urgk;uF(HG2`n z4|avcp&u$yE$WPx#ZFx!WrOq;TYA|DbzuQ_3X_u# zhIr(+G5AVk&zIe=&N`9RFVK02d``tG4suZ%^ z@vSp+==)BG{n6|U?5G>^6ph~Olkt4Fn8CTe>PIJr$9qER)#`GkLq2z@6y4cSqPcN= zKONkP0^il(NpSsTyxNj@kd9oUMY32xg*R)c@SuRhY9Y^NOh-8JmEv@&SC9;L;xY*A zNP)oitr}1Vkcu?t19ahH`><@fJuTq8)bZdG$oJqKHyS4|1pH>3;I#zyB&S;l1CVt*Ixtn&sz)Ok_AK7T z8hp0wF`{Nx5l@8uk8Kz>`sm)TX#!MKVP5HeCa`w9SXgJ^P!TzCMxrr&< z{MTYQQHJaayaws4o$CrxheNVA8{NSsl2|w&Dndde+}8@>TjUCec?Q1E_<*JweN@MI z5~a&tLr^?>`BM3t%rp>_5*x+5b8nw_gKjj{S9DW&ZWkOcKkdVY(PB!2{ocZK^@?UM z%3d0W)IpFy$9qk6oK5*%uD0e3# zI!fDKs6s|2ds^sYz5sQuH&h2UhszUBRP3Ow!><>ml1DCk?ur7VB8QkCYTEY6lP$U< z=y4tNci=uazSEOf;KJHIzi9U26>(X7=SB%hHuc=UHX2sn*5uK6H0f{gaX3mIg1gqN zf$4lv6UVZE;N+uM3Da9h5Qv|z@&z!i&DEnK6^!ICzq7~ zTnE4@gXVSJH1h0Bi(=~&ubK;sJeExM^t%ECR;Ovxuv?5^u~%mSlWJR7(_jmQELH(S zC;ajXdcUDf4#zMpC6)?CvX;OriCXbjtd!}&*vx4VgNh%O z+t3lHNOtP(!Prc~@d(^>f?_`01FtCd&E8i!##q<{g-fz23crKta+Jy z0!aUVxQUMgJ}W#yAcC}tiQDB+@EJUdQgy@(_Qh+>3U9)ip>)R z#iY;f=FSrZA>>W*_A+X61d$uJB!k^~ z7jmk-qvJncaLuORVPCrpnGpiFT+lMOJCFq~hiCHszu4MVkaSVc&>Mf)ojn}xcg_4D z?g8blZ3U&vD))(JFFfF1cQ~q!K?PlkyE%qnrVx2^nt z9b?0kAVIul^w0-aN$xNuC{a|27D-22u|<$zp`Zy$CY%m8oYD2#-L`cIN(J2@?P9#sF?c!>59oHgwr*+u z<|~hKBl8mb?duqk&c3WSa0+~|whQN+@w)>%@~AmppCqF-W*$5Y*!x7q8WS{nkT_#c z=hw<;jmZ|VAR-*nNUSZZVv)(9Yh=J2nK+;dPP{iBNh)^%1{{!D>6|2sB1R~$OydO} zudJ0t5tAmW&k@I-xvb-Y@k6p=7Ax4NMi+9Z3YvRRYsD-k)2mD=RBoG-p-!sQk!Zm7 z-l-d49t`2?kOP>1ra8PnYdw}ALF}oE9ry@2;X*FJCR2YgZg_pjaLAo?XjMb4slS*g zQ4LfUJ9UNMQr%Iq0X>-?j}^($m%H7&stnvWs5L(x6DIK6(%9*Bd87c=f#lG}isd@U zkY|x!D~C2FMS$00*pt^p695u{a+3cYD~QA0>Atl_&kL@V{~Z${uu2*1iFa4IEI>(8 z>0?E3l=c}-wNmM00t7}b0lMtd;m#29KO2IiL@oj(9L$^x@;qrj7XcCup*nf@`rRxy zf?Z#-CU6XB-;J~wN^9-NrONT0o7;ZmvZb-pw@bP@<+;7!WMus%<^$ZxAWMsPB$XdgG0 zG^%!IzSbO4Ot9d;N;3PRI`R_6YW{K zlOcS%6ar_+NoimSaEOW7HmnQb2U3S8wcc&yg0xJI2Trgvb6Nc7aPO49%n1{RA2dCg zIT^Ox>U zV=JF}A+Ay(o4vx5$HbiLH3h75vjo=A%(ysyT`e4#u=t9?!r-tk5Y6w9;i3V36GuNB z&JN&8i{H4t%!N2Q6~|89C*nbebHT<0ou3nKm*ckrhuRWv@v2<~g*%cih44mUI7E>x}Tmbf^9 z*p|mm-z-LORTD?hxy%uO9^ob~7>1x+-o1f)yWluQ>Y>e>IIlFN1{TMj1}%7pO34Q$ z8raOg&=)i@8+abY(9$!`4ytsE4RzDfB0n}0#~Q>ATi#4 zt9GAbMI1gwT;jvpGXilZmQvUgclc>s-2B~z&dNf#8{>fqu7mmuot2`5?PFQaAgBR$ z>`05oj%CRq5b{_z@urdt&O02wR~|LaonhSF-kzJpbz(X76K^Voi<+pG&R*TzEy_dF zxl4?DfX*D|!Y!@i_ylBqslKywlHjG<#*a(mh~c~n+5apL*d=EgiWUUF!3mb}#Xi@! z)|rM*xq>@Wu!YH8kF_zWo&2&0o+L+Vy8bF679hZRB(Udh$O8n*&?dw}6}qzyxHL|o zDr|cS_lrSWUqA=_Vc|;-t3T_2WfA0lVeD0<1pmFG!JtgA@5D?p80&6kn(hn||px4#nvyu8q zKUfaM?+9WqYYp^o$Tr*&1TLHFFzX+}>{Hn*fka4N3USW*BM2-)!1u~vFKh_WCG(Ku zC`1GC?$R?Z5rHn@2EDWX5-t{mq5CAUS4ss+=mG}f{%q7Q=fi!tBMz=y9t{Wf6yT5Z zebX+Uo!$h2oyoYP1OnNwJ1F4!-KHiV!G6%u3Pd9uGJ zSfRW=VDk|45V`sAD>=(5?ZVNL{FrCCwTf5UdLun@Z5IhOa<( zO3-p&8v+gX=}w24_l)6iKKMC8qQs(m?n3us_u=kuh>6xZNTFJ5pD6YPeo~PH(0Tpb zg--Veor|4^@BQYR+|Arfr35wJxY&K;jqW)|llqxTK4GH%kS16f`yy86jf-5FH{Mu1 zr}cRw+4~;$VKW0v;n?R|+-uL>un2Zie(DKnOLj+O2c_i9Vk=p-503`@$Uq1@3A^P-@u^o_)Zx1ufbS7U7Hn(nF=;NSs3M z9D&_psPu_q&)+q%UrmkiDCzd(%@TO6Ot*+m70*7qQ3?Wd>Cxk0zicK&;{svdZYf)g9$s1O<$EQB&g-I8;jN2lE8X#+ zuby}a(WPJHO}?#0{qdkrj<5$;5PQk!Aeu*L@l|8*4##~3a|Ip^$It@%kFcvh9QR2P z@NF^d^anz4N8O-pJ0Cy48-nuyF71Qv11 zbTo|4r90Ou-0H$LH(O#DATDbWSFg=v{~vC`ntIO7{pU5hUU4i^$68?6*-Pc~?{wZP z(RUDfIS}|BhyMd};4bb%$6*PIcsHIOYsydKIiS*1s-hMTwTw?-iI>V% z;6q8cbcfFzDMzG=)H#7AE>bAsmC0VXqM#UObWV_pOOQ&92cv@-zgiA=lu8ChFu+wur_s$4vEW`+C%{)#!S3PJuaK; zzRhP6x+BQD9~tGTCDz&F8y6}R4oGD$T{CbjYpmZKY#+dtNhbOblUzV^V2fj?uK|G0 zCcp7Z-Tb7WORyOeS_8a&F1ixSX)E|6`|HuC5j>LUZ0Q4;o8ycX>4?L z*5~80gichLCsiAtf)Ov1<9{@nZdKb|ol`L4GKC&~q3p#EG#Jb3UPePfdHs10PUm!T zUf!t@>k^5$4vU z{o#HAgV5$n+DL?;tx5)a?TyvW%Y2T`$%H-L1P>JKMF}wX@5!dl+ZzKHZv~-I?8| z`xEYOx^MgS+#|v>!y_XyGAa|zmCZ;EAj5w@_jr4Fc)*j4iUiQtoiLhgqz^Ak_V6kQ zBsh#W(r3*f|6l&$`Vc3Kh9WfZz$72HnvEkxMRd=U3M6xsR6q|s5J^KoJure}BkFy- z8ZO`wMq@J-5{RV970h#jlQ*`TjbluArNb3lSqk02#IoW^tys0NjrnABfv9brI zOiTZ{v%}d_(;cnf^D=?S3tLU`1Sh=-Sy0i~PRDSA0bCi=UTi#{T&1FOf|ECPn~nQ0 zRUll0;Gm-4x7g^yGAjLk4cnj`IV^pAEE;~}@WDpG$kcXoDLpiW#Jp4YAfAOF$w$yt zJY&;u3lzxpJ$;(JS;4yb;UakhnxL&$>x)rcc`@jS8rq01O7-lJ#i))XhaoRiQm(cZ{ol4}nC4XH&0v6cRx6KpKKUJx6LvHdKOgVQs7WD0+ z=9n8HYHN-;$;lfqtJ}sNJr-DIgPP9WClMjBzLZZ0xQbnU8vB|UaFQ_To8G|mf7DJjXx z6(ps809s9LyvUapv>^E%q-TM6r-K&1A9W{S(8$Y{%$V@xCCGT!L9jmvFyN<$L+52M ze*2tVNH}y}GG_;(lNVBM@DnimmDh5;^XYuW`{?!RCR0+ApQwM7qk`%9>Zc;5CO;9` z{>0Fw2SVkoiuHx(K5&MNu4A=J-eT=NB# zosIDUGWPe0-uwypDdEC9r0Unl;TrmcE;@NZ{|T7+C$4@xh*l#$!qqTwk=W!}`WLYI z)Z0U2=tImv*Q)nVAv5{0_@7cHk&T#l&KgWYVv}c2WF|{&I{pfZAB%h>%qn%TQDT9O z`WLX#mxTGQjDrQO>MB~Cz23~m`MLcOi$c>Xcj982~agq<$9#{2O*NnT|@p2%j`UYTNI2=4I36EHTjA9N2$u1twxJzIpt((uuUpAc`p5DDMH^a zdJ$Y5=6jVI2&Hn9=j1=-uEgJZR6)KKsgDrsKZuanbm;jb^CKOu)t2#i##hrJ`6Kf( z#po%8CeO(Kg_`oOU?C`GJRNZ+H7tinZ1ODq3)uLrBD`U&OVwZ%DKvRTxD3m!>n|WF z6?7=Zqz0>y*yLII7g$AKB+6xVrynmM!aMWnL4#pbLKcY*k=S0ogP=WmS4aY~7;gPU z#~}mTaRdokA% zbtATBdqi%?VUz<&P!LL(?mjOWCwj~L{^bF|OW)cCf#K5DSHu4c0x)>G;uw&S!} z$*wV!Ex|q%)irhHKrKahrTIWZQG|wg4^BjHrqRp` zd|46_=)uVj8%+Ogfb%qzid49m3p}@|KF~t17x>JiA`2C+M=^(TKy&oYA?nsxCx%2Z zhhhr72{d{3NWp_9H!4;v+@7K9d3vk;=CUhM!!_>+-mj_>-U6aX<1{*1*KT#`+F21O9@`X@H50<21AcaAASfldG>~a2TlH=VuegF84UzxP*Tkt9L(%YoMOn!1#g4ZyS%%=0@>TG4sikCi-Xt>FhyBP^k zN%xKCW?bjWG{g(+mMYhvA6=7cP_ZJxTeR}t&)3mK>p|QT?|rg;q4-+M{-Kjpxd3Gv z86Hv)v@djG$i^%X9HMJPb(U+7g>HLXtPT!G#JX(UZ@v0ZlRbAWe9?0%=0_=H+?g zGkn0Bc#4B^{dTAuUnnnHgSKuEw}u`;`@F#RsgJ=SnFidTQt4vUq(rwVU%%?UJiJUq zxjZoHzZ-R7rwTb6;q+<*129vy#`-OZo_wb6@54JqL=$fU5zWSDil?aG!u={6Gg5e& z)Zr1N1%&sryO2*p6V7z6v|mlJMKzZLPd-gm&qy`|N!wXc{hUKs6*uPK2wA8s2Znfi<7JR>w-<=Sg=9U>N`V+Tx<|B_qM7o z+z5*(0(t2eeq`+D%30in|ulvAdiTi=o%V5maI_^ig2JRUEyiS zRS%LUfv%~SPwy}xK@kol($5B!ya(5zK_~e)+1<4)4R_1c*%%x9#zHi9nAT``m5Bu; zD~SBSuE(0_w>8yW0DNf2)NlDY%!?J7PD*;!h1~LU$QD(X3eV*v&}U_b1Z1aAM>@ff zS=k|85Y*)-FUvd3)CO>LyIQUl%~z9+F+`J(SR=VxQzOZwCoe)0g?p<>wQP|&sK@V2hAbW&2*Q*GMDqGBWOY~5M~wNp02c_C9AC6Ys}^Fe5Q8~0Z(ZYy z11focx4GRo%^tX0h?zl57pTYwTGJR`^b78d{~@3qa7k!baPa{NIDl-NOdug^Ph^&r zlku$w$M+zucqHu(AUtq=z2n!~swbyg$2wd*H+Qm`{Kq(L`LV z;LYSFuWdKQ`b1zgZrr;it`+N31Q($*n=Sf~!Db2Zokplj$P~fFGlool@{Y#y?&&ck zvr)*N&i~AW>#9|4zE_;~J0Uk2K ztvw@Iv7fm?FsBVBt5TFt?_ay$U@SlZea7GxK)b?CDhN{$tI#wkX=6O>&8M^TsgX4- zWX9k~!qz^h5w2UE?uf& z5ud!QMSOY#Ntbs=AX}y7b8uxGu z*0_ay8lU0VBD~8RMYH!O=kW+0^+>mEyffUcG@a*VCvUZ|*<2Tx>0V3>fqH%#UX$2P zO#g34ei|-KvDq3v^MeBXkom&A&`~7M>Gurs(9&ZKQcK->-Bx4;O?K)6J7^#t=6T7b&=P_ji+OTQ|z)c*CXPN?h^{aa?xrMMcU}p&XF1RV4?z?0I!!Mnis1WZZhZL1k8Z&HL zs7Ew#R8*84((y)b6i4u!Wj^9HB%*->2(=st$%nZ9gBp4;T;ThHkWN@I(85^DGKaN> zc#nDt$G@!W*T$S7AoCs092OVi&1t~^dW8N8DmMwYxsnTSlAOhmY&>uKkmoBnkYRf( zQt~Nk0y9)r2TBvkNUIC|vIGa>8jXjKm*@w#=n`^Sf6Zy!Z4kEHQ-+pj>a)k4i{wk^=3hO?~3h4-RbcTUI5da@D4-u57@|=D(LLal z5aRMgX+CF#932?K1@FA{e&tY#gC2X$W zUYtct_mCX+hCIZ(oVq_$#BuRu0=8vg?6wml11J& z9O2a>`Q)}`k<3J4UFDaoB!?Es@H1=6VT)u2DC)2rqHU2(%nS|rBAEfAhWfG<{-`gK zAI*pGo;TAjY>~{sgm!*3zDR~z(ih2JOGYrp@kKHNLakg2SlxXUwn%0WLKhcCz#^Fm zMc(iWv6VB{Lhx%=4Pk2`h9amJz$EXVC=SM2NOc%KgfP*lfO*0ZHiR&7f~h#-`0-wA z^KO1Y!M>K@RTdOXoC1dh#WP!*`z6twuWU~vDRk{`|pBQuuPb!^Ox z$!mX>h!EpMh%glL^%fI^EGw_Km_$L%vfk3yoYM)u{)G>fxu^J$HK$D;@_?ty?g*%& zr_27JH6EKFG?5XHEAJW#uMDfve;v@YY*4~>1z5?4`Iuki(vUtY902tgCL4s(Mn>4W z1ARkcm~1eli4DgS<$GA7J|twRM}@j|)QJbLOf%Eh{5FeW#iU2M`YI%3&2JMdsv?z~ zJ0#YF3vI=bmwu+JQws?$w8<9Kbm6uGV?7a}O$ZXia9Y_1;QErvlEivuNFqWTh+t|( zN#0TMyAnTpV9?xXPZz!6XoSgdYZ~+{@{lHkvEE7lB;#9;;o-)30TGC0INL#Nt6Bv-6K&OFp8j=p^q=#SGP*A7-d^N^Xb|V%s zB>c)IS}35&POcmS5XQ*@5Kz;1xVG|0E&IKUO?Ni`kR5I&H0$$%Z1x8Wn!f|o z48u?eQoiyF0wIAJHuPwasP$5LU}0lwm8vQ#x}vOoU{4!g_T3j}0m7 zvn>N4ZHu>a@M6rpjEwZ}L4~KeXY_zO8IR&8k9#;<#<-AxyHZ%H9#SwP!^`TkL{D>4 zN~CBzDh1m{WWSmjlIElosMN!Pn!J&wgNxWJ+WP&>QV^(D{1{Wfh`e`EZ@OA6;qK-D zCT@r|;zMxA{mfG6Lcv1#ziwo7GaFsIn3Ofq9VXeF(QR@&`Q+ z19q*YaD}oCV8}%-4Gw{NjM2IZs+fLUnM37H7QOj!W-R$GM?nX0^0vA_fX6#JBT!IZ zikGq^)*!}%qjtG_93e~bQfQ*y7+mrqhMl7(lm=E0sV*fHRY*Mo`qnNaq`DN6pr1nV zBpLduyp%Act$Pb}<{_){Qec9)j+RTEq38Q7B@+3|4HTsjEWreU@S% zl=4zYN=?H0aqR+v%*O7uLP$)bAqpA82JSv&-a41bA5IbL^Tus>cNDV1z{{+|3&?39 zR}F`Y1w2VA64t?s^rBFDxmV9PYk*+I;K~W2&lVt7oslNONQ84Jza=xFMD(r*dsh{eM~9 ztY9pn;a*6G{;G}kX-7^+dzc9zt2>op?d%^bwzEv^#yV7LnY#2?7Q@*5JFuz>-q)^GrVp-Er zk1z}JdeT3SIk3@4iFB{y0&*=tCxXNftn-8<{qtaIYFI#%_oYHtp)JW9E64~A(~uD~ zBeqK`wihY~7hp!KQ8b6^_RA?GbeQto=|Q`+Vl<(a1ul90NO6FR_rw7d32b6LaEMID z>MfPaZDIyg^74_uR`1lT(?8-qa_l9~V+xEy%$Yos*q^KJgX7V0B%Z9HtHm)`l zAMH^mJ=Ki|1~oIoB12N$c*F}WM3|&y)(ED_11RgK2?3Qa%Q--w+=6Ltvw5t3nh<&U z+#Px`I=mr&Gd-U`Zl1}b2=>|=qv0UlIE##cg}NKE3p07=PrwEe_8^;IEg(nxAZ`dY zpqGAU&(qGZ8INH{8;`nkW4sIrNA{qI)~vxKS8ipPKv>V7=Mg0c59f2^dFqhtc^(8w zRzf5{xh4MrB$-pDczzHhXQSu|B(GVtdF$3)!K85? zm|zxv$pkcFr=P_DsFCo$ur3;MXk5nX5+Qj;xL0u2)bHqd1R%pHb#8rI9CAm`gCWeE zg7Cp4aJ4%dK8D2j&?koQ8fX42sqP8h0++mg7db%gG>rq;T#v2w*aK}2XGMKj?ZW7h z*CHgg)&nI>Z(=2{+!N@H6dm}p6HR}sUJTspcBnvbfHoS_~hrODaVH7c$GNfgRc>Hu+=`2sHWW z5oXa4(F)*D%{L$Cw%I@u+Nm7zsNi%pgQqyG9b@g?h5;#+b7NwT4VhCP)suwup0U1a zOYjvwZPgg2sT%%KSB;%fYC~hkFd^0&Bqoh86P{ek@G>jIsbnRFw&oyaLHi5n5-i z#~ZW7m4&$)rP$0E5^r22Uoa+sBz)dDGDqa)+o$w%{wgT*d%n_QEi-+}%|(S@3l|e=0gCjD>}JRHJR7AxG05EV;3P z@%Fp+9@W4Q2Gv257j7aX`ZxhHu+L56B|P8s5T9>bPJ7c4=Ui)_%R?ov-Inn9Fq?u0 z{?6U0VF|Q0+?gHo&dDJ2jw$(JffX>vtppky%SF2(SvAjwC~_T?NbVv9=@0 z0CXs#5R-TF>SV)-)0bpm2&FFK`Nc4P#A;)0Uy=bJl^_Hjz36l&88VP0?1R&22z~8d zYgg4laDUa+D(bC@~KRp!_j7*GT1U=vgl6UZ1n89*XL5*X+u;i-(teYY7;@|WI`mb$gu=lciL+5XBDQbjII2O;R$555q?%- zqG`H-qf(eBR(2@_nI)-NT6>w=B zD=xf2<^6R^A!BL=wOD0@`|Ip-QG@TmAF5A8Uu6C|9DDNqce^OGyo_9vjg#>W_rKdg zgvA+3@}dk+lPVzLyqn4{3kkzHzj#CvJL`1CTt@l|E8GKThZOV+Fnw;S{PNq5gQ~@k zEfZ__^4ks|6iE@1=T9F0T0ZTG6%fdBIEK>>)>`UjDG?;g8v+ej=7Y}csw!KGpaiQ zJ;%Y&j2%g6m4|Y8L-U(!yHsp%x{FF@9=^G@V+iItNX`!y!dBm< zUm9B-B)5pxGlUg&F0`!_1W$-WlZ%ME>_Rex6~PGe8aTrMpfI}=v3N0@KPR+fpi=l$x0pbr z?~CaYeokn|5xST_$t(BaXj(wSORBiI3hbnE`5{fjXxG|F8A|e^T-?aUgoN46Dt-H9 zOv-3#VVwMx|Dc;y1rWl@8b)&EYfNTrzvW*bN23Zsn!`yxl&;n}T`|_6lGhY*?RQ}6 zkXcd+6?Mm&My+$Y4wAeeIg9pz4I^ZQh=Oo%#OY?EcfOiD+~_`$|6uHET_F~MCO<`O zaIi#54MC~VeIoyX+Ob=CtFFwzauIiAG}B_ZsOeT-v1n}Z-z9Is&08YSNC_ZI7Uq_H zh&!`Ia`QV;3U{#SEzA^VD25U`nOMmy zUrY1`p+jH(LO){T8&I5Fd0AoS^K$OWwY#6Jae!Ur`jv7wXgyKU9PvbJS9S_f4dSn|f#D&daN#`K8pBAa1Nq2M#fAz+;sLL$10fJEiwkdjxCKZ5HsLP!Te zk@LyK%DvVOVgljn?jpW-`?k*f%2mk!Jj!Q&{;ju(%W`O??~+%uv`nu-1- z`}>CcyFMNMO#oJ2k{$fnZq$1iPx`Fi?t6hUo=s8zBqe$K3n@=z3_OOkAQ3)MBu)>1 zEz-b3$>FrK)!CB&Eq$gi0N%o=fBBRvKLGW|FN}s=A+;&JzL2yTQ$a~$ zjt@2m{AsWM#oH=s)vOFXQvPOXwBwNAFZ{NZMFAyyZf8l?X6zC8}$zQQR|@F zZEtUF?hdxLw)x9=Pp@XZwANGhVCSH}zuRiJceYyxgLbdq+uzxOx{Wt?dfUD2@2StW ze6-e5c4u#MYq!7G-rno(_F6mJd+lzt)jQ}#y`7y_um62DV=t}slo4fl^vx9zX zf3Ll}x!>R4i+czAQNMezxBorW?2eDtTFSN$Hn#@tt?m8(ZnxL!?e%+`aqD2~;Gn%3 zMcdz-vR+ziDjV%=?)JKaorBHpehU=dj`#Ze{U|;-IM|BzzNeaPA9!f3r)+mS-W~LJ z_BVUI-OV`Og%;f1-alyXZ1r|_xA=X}r#Bk6eYDn6w!5>v+itZ6``hgZRu#K@dr@m| zun8}4?GJYMw+_Cin)T9JPuV>fdG~e)-QHlQy}JWzii4fKy>_d=Gl;v{EmF3GU+4tS#*75B;eH{EZ7S~%T8nOqO|(n+g$&x@i|BW|2jDR19<;YN`#U>*nEYCs(H87uTRZ(;pZA||zfdL3 z%FrX_OZbJ9^5}qxVanUu8bq+?>c?%^kwpFNt$48A?(J>u?ecsm;nTrdN|&Lvma^@^ z_D+AZdjNyuU^^P@Z1#5gJ8^HPwFU7MTm7mV>UEX%(ppQ|y*=>%z|h!jwf45!-OYY` z(2KfzEm$zduvY)RYSv3@J!N}agU$Z#&TfByr`zuL25}2^)v(YRz*1*tpZj#5UNheF z(OOH{g9wJDxC_3L*4}=r7j5r?_iG21i|x3*y}i3tadEzGGxpM2OIdL8?X;r3sN37z zhXHvD_M4j#?8COV2kq8&|NCmjURrA@+uesrXuI2P?dUH#$H-$Dcj%a!Va?w zUU}G7w|8Juvb!JmV>pf(4BETfo8ME-dTEieZ^FZ2>R7Wg9zr}y?iq>_NmkNVh2$}1 zCUPSanY@`Dpf+x$NN`5^Mm&kS@Mzpw=loHp50Czti{oqFW2^3JIO;bCgYhgrlN?Cq z#`z<7UPH=Eetx2m8eiW1sv)jU!21{Ck5^;0DhEQZNkPB`@=5jK4?OJp*h>e}8$%vr znPytjkrIJPDv>JSIS9&tsKxj(Ybj7_Ia_>w_3G@2IGt`z=Vw>Nb^EIzx;u)mQZXU_ zyX2W0LI$vZW)xivhD=&W=$SlrmZ#2X=AG=SgE%0U2*uf3pBrN|qN&%GSFhQV4JxTr zd-2w^zZ%7jRKu4i7f@>{C#LExF90O>gj4%yw7AN}$chrb+n{g0qgnz;Xa{vb>S72I zewT-QYdXWe7>%-aI5g7OUH2-RZ;2!|Yl|o~dFzfsYaCM>#ot4FdO@oZX6kk7@{PMs zmJsgOFst;(5FEo3YwUP+qww8@G^3D^d<>y38}}P&B*s;I12g@pad>(Ub^6I7j^HIU zrq1uYfU=Nkl`otM5ska*THoi3+4Xa9-8sd;H0i3AiUn|sWG4Bi~1Gs7f7j`-rJlE+h zdo+lr251^O{_i0=mW1%@yO_i4U5cv=^aHLmIaqc7`%v9i{iu`y{_lzgaN?|G1(3Gk zGsPbZO@TQuI(Uz+6RpnhX<4z1aMu6-9HPEYwqIqGATJ*3?5s83E~n-qUTW9>jMn{c z*V2xQ3{VOSGF|@Zg&+Lz2lyZA!e986Qm>wutG<5@R}a?o6niM6@@ zuBf?=FZ%A$;+ufR$OU<6*FLhaH12|Y)NHPCKZ-~y+f;ljVzeSv%e_F`O z|ES3R@@gSm4BUp$C$=^^L?`hISzy$Re>} zstHckirev5oIDduk1NbI$X|o&%M@5r7g;Q;Ca^5+(@WHj0|(<-a@S6Aw<=EM zVKls;ZdEMVuU%H&;{Y$LxT3qnhIS#{sz|I?wX|^Y0KS!WD;i9K&ME#epij|JgFAZ= zol~S#e8&^X>xb(6q9NaqgoJE(vXeE(RFqixq@MrsrxgDbqTyPn6e&fqFiI&FA5J76 z!66nLhN_bcnT7i3{t+D9$zyJ?Lgw*JA*@z#o+B7-_diuMg%gK2=9H|}9!19#$tO0W ze06--Ff5Zf_){=&dWRif{KpV$_+&dRP~y}gc}J$)KgJA(huX;t_JnMKX48}(HyG8u zT1!DL(yv$U;39cBQwRTuS{&F$DPhy%GX+DV|1nsjV)4b=c~2^m_ob%S;%K>=$GN)8 zTrXzb5iRXlz`4%;AJ$gdD!rV}T2Z!|OWxxupJXR5SkJ$5*0X-#VASd`SV3J_u|CG3 zMe@9)f8**MqKE?PuGA?-@-dG3(wo>w4>KBvcW*R^1FGGys7?O-{HZ`lnifrpOA&r#k$iNl9`J&> zUF3y383X?@yjLRvT9EF?1#~T^7$J#HiEsWCgY2~cccgmWOdeh&9~0vT8#wnmNZa}~ z9Vs|FNJziV3v*eVzT_R^P0=AvMB>HiTzefm^RcEj=r|4_jGnLv=-&>BE*;z_8Oht% zMA}6NXv9+v*3eHZEhpz|hhGF7YW!azI#xQ=NUfhgodn9Bvy9}I*95pW3P7QTegKjt z54Vl!@G(EIB{rsuA!JN<3w2hzd5S|c&xLWONac4 zNb>1nuNRMEhzpPVdc-u)mdf0IaC~y))_|RGRMLP+a%*57k=QhVZ$zq8(%|H_&>#zH zpzgKk*iJhPHO2u$p-r4i7sr`N^3fe}po6ijQi1$Z!Kz7mgyEcbgEX;-b83=)%jez? z?xcSZDb@~;L8TZ%tw->@Gq$NuExlrK)`=g-kboQyQt{LJ?!6yRBEwgr|w#@>?DE+iv`06G9dn* zNG)i*cP!>pn{T-2sK=<$5Z`c-*itIyk0w0tO#jw4s0gE(r#^;S-v(EnDX>@}`E^!j z0PlT>)m>BeV;@7M@S3uVEv1;HrV1ZCwRX4c+{SjAV5k?=-HIhUHOz`R4w4EUL9o?c zdVJ%L5(ufiBC#&r(lYjwq!MY0--qtK>Milcm6j*<2;cuq4q|T?-+PNd%0X`K&Gn{wvmtOtp(SvIthe!0T zm!b#t*V>ErAiEaiU&TatJ!m>m2i;zKyVu`3*xBOg3jRCqbW&M^GL*uV+#hUr_v39y zqSETOTbtdj?N-zqZ1)C`P-V|ZzVwuo^ic{{a%Zc(zrWeqi?@62{mlVZ<@Ny5{_XBV zs*$}N-i4lyl3q%|NPxDCmJ_u>KES%-wl`|bYjAlhy9_FIqvk6&JYI!bye1uMC? z2l;___8@~+dndvatJ^!6u5x=DegmUDe;w@UDCwmXuH*oc_d)K$gLX7H=Rdk5S7 z{x-JZ-Bx#xXVZ8}O8O`TE7=`v?m*tNZWq$Qv>?w<+=2`f?ZMX0!Jr?ZKH{ zSB!IdN-0-rC>qwjh;i zYi}Ep=R$hXtsYOw^>msmn7Nn|Dfx5jV&HV%b1YQ+uWJNP^Bjzbo%o5tdSJ7+)r0K# zt!}rE3G<^JSgCCH+ue3|e+#mKa?|@SZ&c%6hEJG!kVmMyyS=s9hup2Legw&gcOZij z@F!c^vu>IPOV^9mW2V0P9 zstdbRS z4F7IJE_ZzI0Ul!DNfe)kdOkj3>cQ^xVDDhNy$N~w_jmVpqTMd+1E4pyp%ZqEWYAAR zJujay_2Pa6uZ4h{0a6q0gU@Hs0{>O7x4+fjAHaJHd;{T6EO9bU|b)O$YlfU^d6 z;Pu?m)j5@$Dif2ud!HVBZHVV!@6&UzaKN}qo?R^apZBM|@BZ<-&yr_ET04g9f1ypL z!b6Y#cgdSyU|u{7)fmjDUftEW)EfzWQ_t;@2g zvZz9RJ=G2piv39n1>Ihd1mVu>is#hx=PT1nDvY1%7&lR*2vitHy*sC9$d_c1N08}m z`iKW2Y?rj8DysnB&;jLh#^OZw)gHtejD{FU)O;90rLtOUd$G*oq#vBjs8jK#`3dUx z9A-8UvG{uWZz$}^PDsT_D-DMJgyP?!aCY(J*>EuIiNsOdkbm%^Iix7?cPPsKXcWQo zq!|bhxH4ExMEaj-#0POJRbCTM*h1sF-F0PaHEK@AOL)~%JE&y;Cc1Ac-f8&Tz_b0q8DOC}EK7#>DpLz=)4|_auqyNqHQZf~tXMv7@ z05ZS!6ufim)}7lA?%X&!VHUcxUYpG9p2=0DUO38rg~OP~O2_v)5038tJtI}sN=hbK zi6DSXtJq4{Mk@$JJr$8$N7L~*n)LZ_`WXZ`%Hb2K=O$^OyJk#o=vcz8e)u z3W>bD%fptaN)&c$$d}QTO{avWrXvtPpIcv@9)Hof z{^weo76~Oj^mB=(_2;inPEYR}VI5WNLqdrU{fvBmSKPE@L&wSK@b)q9fcGl4D=u1b zdzt?h8G1(Y)5&ngr<dJs&Q@5 z**xHf8&z8o38hvTpn|?MMJ?X&Hv+319-R-ufm!e3%QbG4p6n&0L z*u7b~QkaW|`-ax^X4xex;<`7>{$VM~;CbuY+Iw}%n&e{2+J{KlJ5b~Iu5Mbrr5nfUnoas4Qnv5SwVq)a)Yn{U z=7cJuAJ_+T1q>X$6A*gFSIZbu@s8l|fsNtSCm=3dadu2V{9Cl|XTJHZH-!s@(So}~ zZ?CuH)GSP572l8SHm0x2GQF6NF8Gq97N$b1m#G8?o7&GBbmbv0CpHJe(Y)qagH^C% ztDiMkzeCH~-Spb${odkyIN(iSO*egBs$%+~y#)|7(A@AfRfw4$&(3Yb?`h@s%493b zpExKp8fDsp6dqy5KYe*ry**@ti`zr?9kz$I-_T2(=VrrY@4PdZ$KQen-gr~)U)Er8 z8;H{5cP`W0%Aii(c?90GIyc_1u0D@Qp^CF(9#Oz$8h8xfcHl9>C7znIrc%9uGug!r zoPCPM-SjmWXd#fb>aX$K);S+kZYrjDMgN!fMq+-A8hG~rgTWFeqx}3*ePyIcR=gd1 z0PRDh?47wWwG#e6YbduX8=J%`vW}UXzCxzn`DHMQCTB+Ht3JOdsfwp#ej#X}Y4=5I z6PBLlh#7TFU$jHCBK&iE>t!T>wYTrV_}n{>9pgszzGsS8>>Yj2{2H6bFMOlNSv2JC zuRm38#3)iRecx_p0SfHAi@7s!%MON+!Dh_bMD@u#6Remz7IWEmXie`v`y5W{E^nW0 zNLS1q4pHM{q;L0zYdvKM*>vWM7&FjVBVX3^h8H6!HGXYxDmF@>ig(x>;UHQ2u&1Od z%8p@=pn;}$S&ffvMDvb_=Hd&~>Z=YWTTyl_tJ$a6RJ;@5Xu9f8AomUHm$xgA9VAxK zbxeTt6*BcY2u9OKt}a>KLBNG8)(!^&|F+b4GL9Ax;Q_cQJZTp_Hg+)8{dR_Q#ojTV z7$27!PmD61;gFvYR3A?)2ucmdcw#9~t|sEqq8E)~TUV{2Cb)D@P4JJAzIS;Axna*@ zIOc!@FWzOVFRygbinwEWrGHt@=&Q~sQqR0&>O*}4UxU%PbdS;b$0777f#BuPC+Vf= z)5l2PySNppEFZ-fe6;Aym;AzE^~J3zUMb*M+?rpb2Hy1yD+CuBAVh&xLJi{&KA%Q5 zk_bu<*Z7k!fU0=Us;96r>(3$e98;kBp>Qf!(RLgPr=KBN@2X~Y4%YxW7gPDfgx+hb zuWFcVMcT2dVV@##ucJzom@^YscT`ECimJm=rGSB>*IObzgL$WMb#I9#S+R9^OSBKs ztbWRK;kL~=VQZkAN%m0AK19m)$TMxDGF$Ma%9;^2T%w}*o_(u>kU-75^j6vW`ABfP z^3t2cDw2++H+@yA-si(8vUw$|*SjXUxZbr7k+OH3oloGQ<b^ZCRS|V;atXSWO@ZcY`pDRg*I-kU>#-?)hBmcdc+k4(Vl>1{ zknr*o-qP#z#(c@J=7ons07d^Z`>ySzs~0ZI@E*BltgtCl(fp~Sl?YfM=v|yahQu!H zV=b{A)fZ<>wj%6UoUu>Qvfe5A!iX=dJ|%-hMba@PBP39J&+0{oC)jwF$v>_)2csNC z;}xxPg?ML+8%~?-EfTh7U9-iRG8L(pI1o^>pDI9cnbk_Bie`+~JXJ76Dnc(Z7(bt{ z=Wug|uj;Gvks>)C1p|D3Zf`Hs=4=!_kuS(G>s(*6;phStmn#|sFtINtM{vxo9kB>#HVx=!8Enm6&*l22W`ZfC)%28bOJ|@J2ne3zb7@|@~i{{Z3Iw-!b z#OiF#K4!{Pq@K?}fR25iniajcA1!Xj{P20reQHjqB6I}^5sZ(~aU9Q1#T`**p=yjW zp~NWr4Yn8i7^KvpM=ltjHT%3FQn7h1g#a%0sY?~Su3nze-5_gDU0kAK@+<)W5&Hop z6a!!^tgd+{`{}dQ{!g6~Q;ITY!OV!#YYTaqy7Yea7zEdSj9%PSN?X z5DobD(`T&!zPfV?$8)`N#$?UYXRBbv>1E`k!TH#UH!1FPF(TS@307mr1rs~|TkL&y zmyc3We15vJ(pz)oZkMe1yYH(GAx28lIy?KZiJ*Gn7>s1**U@O2Emh1FcO;Z#Xfbe<&u zAYwmOQ@UWtS_eYTClLPwk5zDY+?vN~4$+F5eyryB5^L6eBCZO+JsYUgc@y5eq$i;D ziD}Ifai?%!d0LcY=p=^WQQdMXgFSiX3qLjupj>69#q&y%Wuvqo8MI<-hw zEML$8f#gonG@6Pr9@S<{|3#&#)divGzS=XPf%6~Aa0d6=1Q+O?nOd^MeSA~Xc*4v7 zAXFtRrNw)0GN4XjkBimYtR3Oo&5ab*dR$((BCN-tsFt7q7DtQ1HqMI(IjrSWYvUH_ zioG6#Vr4I>0Db!gSCu*Mi$@%f+b+L-DzQMJD15>*<-}o3}gc#8^z4>{m zil^?)&wqsNp>S19nvWq&eN{_Lra?jqR%G>yn`q@a)=U5FvN(f=B<1MIgor+RO`TY0Hubd1KYnx zJ^om<33vqlmkW6Nya~?)gTH?`o=suVFo=e57vkGaUa7d!tXu+3X}GJM2CB|pqA;p^ z6t3?1>g){S9tKe_wx~S31eJ4$O6`NPYUc!?>V-o!nJ?enstwglu2RD?RI|^JY~f-% z{W?D{R&(-l!HTYBvCY3jzJ*f@|GYE0Xm9d&JFBe?ZQ>Po%hY1~y1d2neZD4(3&ABU zE(w6e3tf<@l8;A=d1s4f{;%eOG({`U78j)XC0aRvb?fq2x4LCn0|{VV=*Hn{Zf|b# z?Qb>+MG>S1PmMtx9U<{eyFRqRoA2{ zmKG0)_7R%01kL>TPzOzYaB$L0M}~dt9G|@{y5eZ~jjjXxwFOsjgzivSWzV?(PMe;g#Z+>;kNUxca#0#RB zzmsP!IRJgT16z~)6^1=@4o~lOZXVwI@`UkT(}C@lt_Z(+-9!bZ_SKVB)?e~e*IYdn zh*w-+)3_>JAZuTm=A_}!!YsPxLdhyv5qv=r6j(sb9(<6KkT>C)!3TE9irkBeoJ0e5 z_O(w=hNXtrT(LPsD}FC2ep$`hLnAUNw{D$wt{t*UT{ASol&L8FL?M8&?7OwBoQR8A zP5LA57hiL?W|ONpUD1$$*XN$eHT$}$9*jA83}ID0*t#;q{hO-OYXOjA{?md_a5>{! zCuqe*p4z+fX%8;;8;Vq3Cpcl08t*wja4*fX`aJ#fS2u2T?tJm56L|CF0UwdpT$($D zE5fgsm|$z)TqKK}er4rZc`h=gE26KOzej`G(|T(Cx-2EG-Sa2`Jl3y?8~kRx2hTG_Z0T|uq z?`290w^nCs(;#2j-|GNT?B8+xIoR|>pEsI%+k1*(HGTS57=&+1wWp9}cLGgXl_BXVwJr={F{aedOgUyS|?P3-a}y zVL_>zw?ym$Yo(RXurj%d-<9k)CA*N~l|Rp~qYLT6wJxOp8fp3tnx#_t0krZ#vnE*4 zdqMjZQu7_ye+_}d4ulS?^q=$Xb|IpNp7mMe}8%sStsq zceqq?t{qxfRz4piJ|tc7eAWCtT6530GBlVr4@bi@c*&b}@qbl$Rp>xb%-=Pcrz}7N zpW`xDR-FFgLo!T<%8pAnj?&_N_ZJ22dOlrFmrrJKGkq)l)@orq<+^UWcF0zIpOHZB zMv@lSQn*EZh|rDUeTC6<#$y@QZ6sb4MR!9Br=NKXp~W4+54N)1X#UWd7k%B}hcZA) zxlNyPIf9^{W7lVc?VZo3;|Q;vLv{{$_mKy*ue<9jg`_mx@@bf-2r4=p4K`pnhJgfN z^1(6I^VfAW_&}6m`ZHtJcFBl=PL2W11}E#Q^9XWsrAOg9a8qeDf=t_xly^3r7%51;S#$CUgH$Si?p4`MI;?7^i{5ZFiU1D++Kv8L zXVn@wWvkXGhQq1DL2tA39MS_~7@7Il!MYAh4~A0ex4z2LX@Nok^TT2|UO{C+6CKVw z!v*h&b}*He)V^lU{K*T=y`$G@8;>zbt4SPVH1dUEk27?sB9V z3Te6K&LmfP=qUxM6#vLW3^cUgV$H0S!CjoFY%OfcSo0QZA%J54BIa34L4m8|NGxp* zitF{^wc(eCx9Nai4`f;QNURt_@qO6<2FAX5SuuuuSu%~LBN0yJ!P||axZCGtcd;^S zVS8!uTh@dsk97q=Nf-2qrCQx@y9BlAqbsOX_ zBaWYf5d^BT!XMVPf}~!L8S?G_X_!HvRyBj94rcHzSykgqGm@#?E4gfKbq(V-Af;^K zFm5Y{!?@3-;m}XoM_)Wtc4-tLDGlu|jiQ36qHi0e%AXGh!?S2&eSNC(Hp-5n)Ut1* z>_t!^M+lucNf-)sF1FahV%_L7Ka5hVSu_S&$W_p+^>j3At)*G3N}cfo>PxG$?X@)9 zM$H_zJkn;8ojO}?K*KHO`$w$u*1hEsfTwhQ*U1O8^6hO4wYqwN{qjnU>J>nedIg_goAhl?GE?$hspasn z^5&!%ODXiGl?Q0zIQX=*_6J{ndE=Ca=dOG3>6EV6{zPE`Ki}kM#io+;U+KtI<<+wvLtGZJO z09Gn~Y*Eo*2nsvG(NbfA`+KrLN717B1spD(;-kx~y4DRxD@0H#JfA@VRi9(aq&kD= z80OQndBok^l^t7d97X#TL0f|d^1dFe2|W^roOw%E?$LG(MfwFD76|*cFnM8`!nJN; zijWlf*A#h;0;u5IWom+NKqvsD7tGq5u0iEpW&w~=;ME)f;QyX=Fj~MVD(iuNTyJba zIn-daJ%tbt;P!!GF@4;L2LtF?i)J*Njh@g?A{9KNwdTN3jGzeXuQ?YNz;%ng@43st z0lb-SVa>kh!%*tzTUB2XRLCA%rk9j;)R{zMBR~I|F*q*SN&)>*LD#29+@5w@>mG;w z{_W||I6A+*UIVv?RdkoJ91r*i`t5amMi6Z-DshY)uwdu$hx~kVKiKUvQpOKS2lvT4nJYhD*r@n{WW^0DB zS_La!S2QSKW>1-<3AlFceyWK+6|I>v$u3!OdqD>Sa`va(bP-XX&p>~w+(EB_NJZzz z_;0K}d$_O8gMwIYMT>`KjK-Sbz6IhHzgMrBuw|Osm-FFZFr3^R^2KQNrj`k&rk4E% zt!UrsYHF&L$E|pjUvjRw)pbi(9A7a(fv7zyATJ7@Hngtm*Nh4%1W2wl#00IE5>IFB_1+ z(!SW$1+8vIkB;#nHFFNAzWBMN%T^p;V!uQ~mZNwwxjc#_n^B}+B1QWnewr2Uo*uK| zVa-SUxI{(gM<^Ufco$@Mhs)miDV$>Q$8@XDl9^yd=}Pt+WaeFvL3EvUtyq0Qrb$-Z zUeJC8cQl?bYgJ#$n&K75 zSIys->ZFhfupduyby~fXW`Y&JE7@<5ncs?HvWiAW@dP}-!+zaXG{mP?G=7g0I1k+7n{ZI!n1KJxbU+aPI=c@ z^LBBOd`0m!L6HHMsn+|$actX;RM+VzlAl67(f2A1ERQbTJf$@^N`^?q=lKi+$nZIQIBmlJVOxsEFiGBm*DfQm-Z$>X-VU3? z3&bi?Z`m`Uxtrc7lWn1b@!XjzHCXOJMEmda&*C0u`xT(|QJ0HSuEx_ggQV zD5E64dw)9boky$waN0PY_Euw<-{o8Yn!Y%kES3@8K{F?ZRtb=-sKWa2h7<=4tpQQY z8{HLLHf?l=lW0DKvlIaQuZB~m%V&O=sS^H@cF+b=K-hB+qfvj@F+{@Wo}|1~ObLEN z6HI>+;zz?S{3%#G6_et>`OnKA{s73no&I_uIwRb41Ya$`p#C>r>UJSY5q$S*IQ{%{ z{C{Wf%kg+LAHs!TRx9B=q!2F;t&{zDG(F>O;WvKmp@_nG2e!O||<0r0Ga{#38g)IeEVeItX-DqKGXI|x8dB`Cf1 zHc1 z1e)-kfj<~?r+?)l%5XW)$=?~G;2X~@PsO;j7v!(=D{_AgY9+bMD_Zl@ds+$GWf6jM zG<^#|)M~A%Nrk5O>2iexqS4}N)b9_M!;84Hcrsa@$8ZGSp+B;^^ZOmBSfNa*Z1Oq; zehApcDZye>-O^-0UYOxTb-m7`;qtuGTlP9?UbA!bJ0XJQE508=Dyzl~qSHV+jidWV zjbl9RfCUe5Zx_p6^&`Im{?sDtfha9Lv1#$u@u8{8Z!{EK6m>9{P$ycQrR#mW{r#TD z@`4rRcjT(<7zi{DH3Deyk8RQx@zT+Pzx4O=tXHIJGkJ>C%NZ&BGjiE5xu~JGgw_0q zV?nYN$M+>iH7w_B_dAzN$S#BLHNh6nVMc!n(Gby!?R%W9|{ zt5}nys5~#J+_-uNp+6xU7}Z3ZfY}odEnrt_r*I>ff<>aD@~Whw4m1D~8T~e6gaaak zg!f=(k1)*|cF#^U8`_!qor?jI6~m8l5R?=eDTT)2-5U*(g_Pf<9~M{p@x>5c(vB8< zljvVS+e9c59~}#!4IJIX$b6!bRW#syY(pf2e=A@7!l3Z`fQln6Kn59tI6T-WprJKn z85j!LdWhND4LK)CQF>Ffo)ZxyJe@bbT102kZ<5x{;;PEH)Q5ThY+|Q!Ex;~zaf;8| z*F?6kh6GDVU;{ZIBLE|_J;N_LkSqtDpob2yibirWq5{ln{u>2UEEq@W@XKq0p4QfZ zUPGtXz`4>GIdVD?4aPoX!AMfOD;7G%eu6g9{%t$@YV^C#W;un%ji@v7$- z^+Q^LU7TX}8^{tk>^0;oW{vD2HA(QgU;@i3WP&W;AyX}`jxYL--tvclCd#BJPM_fs zQ}4WSGC7Z6qnFtW&sG~>fVUg$jUI1g^lrvzaskUxd$0N107_hp;`HfZuNRMEcx5i` zH!g<#cnTdy#;r(G-F|R0;c3;42a9LxfIl3ql`e7Mf0=*NWlZ&gv+@ zOcq&++DCT;Owk0ObILNM5mD9;gE-}7DNY~UN&nP{CjG|YG0aYBqDyE;9}xKB>f)>u zKaP8_kDS6F3}=Jf)$m1tk@BJxpVwrhxNy!lBnFUZY9vG-08esndNzT*8BigQjlJ&t zk!NAT714(3jQ27k`N2!;gbRFE(9STV6LK+%%OCHjJLnDZ4&djF+tbO$5TY7j6uXFt z>)~PnQJrGk7)~0ZkeGb2dw!-_K{)HBuf7xYFL1Ew+o|6Usq;dyN|g_!6aSt#C}VCc}J7 zddAH&=!7)60-1{1hxphYBm&-0V~*H8r0>Nc#b@%)J-_2op2$ik+^d=sPRd$-w_5#2 zSby2<+@JPfI#@>CQGE5g^N;`Ze>{xN{_(rd;DqJL=iruKL9iVDi0)7f9Z84sNhQ$8;#1D&>Mpg%aG$QvD7b7oOpAPS?#k%j&wRLN>)n9^pJMallc) zAgre)Is_E3h(|Fb`JGg9GXif_FIp@+pgzV>22_(1#}G=W(v#f8VsMSS-w~;;aR;Aa zT8G?Hx-pT2h>rT+c{9RO-3-L)-_b$7T}6}S@ULQ(W3%KmH6;4(1weCxk!%^pv9Akx zF;F7uL6)1sFPpe-fFOxsj{#bvN?l5AsIwTWavXyw$OBF=CHr$zc7I%HX1ZGw@KmRg zVi6^IP1QxIIan=3)MG}>>KJzs^V^09DI}sL&(U+VzKt*nJ|kmIBPEKAg)W(^&Zh{_CIg+y_8 z8qF=oB!phQ;A!)3_M z{mRj0=)-3J30%WB24Cx=_ zhPjfm1`N0;d51H7{Y3jDvFOEhf^G1(-c+vwpQ4cVY^u~~&=|$~LA_I@4UK61(x?>T zO|;bD&DdEF*IdSOHXjQs0wZ#{s#Cp~v8li62!&{TVA@C@Oc)nya)z}m!yt&rr!FG# zxEn(l6+|LTXBGBwg>^-YI2KWpA)IPV!m6du&8;;dXm~Xh0}@H*2Oz%+ zR2ga0oEy%Wdi($`B%;NfHtJ(zTXVaX6+kANpqaBK{WFcvtPR!ctjS{$B|iShijDh3 ziK>cG3)+$T=XED0QM5JoJVoInU_5JW>@Gke$^0fcbCVruHq;$X_4rM^kVI4_^`lYU zW&B*<4Dvzw#x#pDaV#K;csq%_x6Mqk>~00CW^3|(*O(U295py1=IFm_USzB;tN#)f zQTohoE1Ieu^FWZzO4OzWjtH_nc~+TJ0&bi4&L{G@!fc)jS}X_f%g~74&x`GcTUu7H z))bYl))v4_01+w2piDOF&!@BLio30Y+FJlG!Xj!iiDqv2AZmOisSk73=Ywi697iOY z%x95rby?rW^EEhl6|*M-<%c__zv%4JnJ zMM9g_kd1n^u77h#WGUNL20l(Nw6RL8bt}VA zh>l}^Na>Kh7_GYJhddh5bFAxf1@gNyW90ZL>YgG!#P z*>CF}RP2aEv$RbYvk3B7!C7Qm6$~Jb$zn4*v=XU z7Cf~X_F*nR`L}Fy!K$tvmtPKov}aSj`4#QF8KHWndM6YSW4+S#wQUPqPp|YL5=}O* z<_cMcw|eGP7ZTB8JBi%K`A%2QPQn31q+ZB+8eifb*Wlt>q&xQaHJD~+0;yx>5LUcc zLB0^ykiGj(w;ac?voPUEb8W9~e$yFXnw)Iixr@MhDTMN3F9G_hEswx-D;h=?{N3wwPF?idV^7I*)kuZR}H+Grh9asd<(lR0y; zK9iqDtSRf(=`4JSW_H#`@eqbdOU=~QSs4Q9uOilAq@2xH6EmvYdZ{u@cM?m0*-WPX z(p}ZAZ%;uOE;|W|1L9WghRhS*3eDbW9lDf@W8Zai_|@;L~Cg;fP@7$7Ll3(Zjf- ze#5NKn;FeHxQ9>3^sTR4-zQF%kycU+!WlARrg?HM z+J|$)#c9n|7Pfch7R#KSS?HMYg*cyu_bpgsw?3X*iAV}V7RiF~bA(ol<#cRYFV+x@ zUkpa%G9S75JytU_RnR?VyGz`PK~%DkC);NoNZr&oT`)C-JQZU3sVP^wOx>Wb^)7)L z!y;;qF&@19qv<0U8J5$IWhGko7;k|if|)1FG<8bQw)CjMljX%Dimqu0Y`9pCEgsL> zry+(!v>e+^u(de4vGA&Un`uB1G53hZed~IExP%dngAqCR_z$m4fNzNpYL_tn6ATf` zLP*R8nVvDo(*;X~de0@9NdH<4D%1{2WZk`0A;s2#_!4?+4v#2i(Q8b3Pz|#X8UE55 zqSqWKL?=7VGe69){%bhRvx9iZ$Q`US!9FPx$rE*yt-E$1{4uShd%EXq=)nZOBC1u_VX}r~hJP>)xrRDCzhyPmecT zbBDTeJ(q8VGJ3Vo9R?OzFAJej3doe2nKp1t1Mf5SS3PLfj`mtZ2u&C`k#{VyH1hH+ z)4{v$B~}qGQQq^74v$UBmc{n$(gp|@I?>PK(^!oyma8t`EY}d9WX6zBb0(%3rOQ1HHbfQ2xQ;7n+ zl<_E`5#(tNn_)K&WI0W+=;UTqwOVI>Q5$~GjGf0N6+1wlTT~cchOQ2>$gBMHT zwIjo2T1!JqB@;AxkV#+qpfifkqTUmxxi{#%jOHc)5uwW%IU+dxF&f_U`yd)ZJdrRf z;sV|S&!zdQr6N+v1g*w(6|ll5Ht)Djr7Yt*{V8p1>h>%BzS*1cjKAI+U}?$xkx%+3 z6iS-CA(tQ7-{84QR-xB@LugvG2oa?cr0T_Kx!%f*g7fy`v}`e^mN!TZnrT4+n#*M5 z9k9zYOE zfNvSCc>Hi=wy8hW(Ta8V1al1s2= zx0%kCofw``Sn=TLTDpxUo8ZkMgLZR#eOt?rk%=a7b6kELPx)&VwT#O`DnY6}MLNjf zADeKqu47I@-aSPsqF|h2(usn6%$&lk7frSMWD}A%0YoWuqlK#p9zAinwVk(y<={hQ z@f}vnR8N0S`|?Xv4BrOnG8O;m8>?i|ymjGfst`u@d|qJ~tB3=ie5i4o3fj7X*u#hT zN{zk-|ASAu{Sg|(L{Y?DHAnSp<9!+(&)Xmh@eIL)uErih7aJkV<2T-wN-?%BmXNQg zIx`nyzxSCHmNb#A*7UWPnn1*-okcW(=l=d`Y-PMFc%!fbvZ;wD)u@*tQLJjc7XQ|# zp2LzPi!jtyMUccIxZkipmgL_mSRZ9_NG5#U!iW$3erycgC)HFXk%XwCX;NN#qtY$x zouZ2^Y<;asC3zRvs41(`zw_xSidjZ6tWzP4R8&{J#rN@iKIO+FhgEQ-I0DjJ=vkj{ z^t_{Tkvb@hKwiswxXif0alWXc4pjc^JcCkuEx` z`YG?amFh{!vq8zdDbuSGl#)kKYC|TBDBm6BUCZmMDQfH_&<3_#O>(X%@47^QsgkZ) zlmru~s<-|S*bKWXcq5t_)4Lwg3R)nwzordSO{m(Rn$hTN3NNFckGXZdXDhml{IIY8 zRYM@nRSb#!t7gAHgX=Qmap!zGeaLBfZ`SD|%hECdiRFPD+jWtdE=D2oBP_qBf;6kg zZ+)Fz2UwG{0Z$tIK1hSOyAm&ITI{}fDmoYhNQ=5#5jbRqW89o{rWf&i6wNF;{nt-JCl?XY>Tg4| zf;gWgJVM)xMyFpM3yoN}zjzu7SvZg`LA_>%*T}4DJe6L<;Yov_+Ry_EEY0hw)P{uv z>7v3B^`TyyOTL*7xku0&$Egb{J!c3QVx;a$=z=sxki9w{bt34lQSOmt?_FbEW@&OJ zBJor~Ou9@r&!%J?&-t=paw&b$V60&i_v?k@iCO*}@<2uKA_m-28HpeOssO{Q^WQ!d zZHm~Ceyt$=@)11WJQYoNT#t$@W$kHxhWV&s5sk$LaqsmhU5uxxGZ3<%a`@vn6kR)rw}EP&EIAo(D7G%bW1tj(SXee- z{rF#|ctuZp6c4Jn5qK9&U{`>=`WQ;i|}-}ol#wP_I=u~XSH zb#vR;iCwK8%hL5R)FqaxKv_GAAKOKLo}Z_!9M9uuv^?*Kv9n{b>e9!#s#Tjd24v~7 zT8P7mj-t}ZH`%#Qi;9-F;gb%Q^&HiNhJ+Ug4MrYQ_>g=AfsO)?9i zvYf&YL)eYOTUNX_y^Bdz_^K*gvN{Qh>}FZ!8mw{^>SY#gGtxnKIu_KZcrph%djx(Rf*S(mkN7Dk*BQpuP?G=l>E^ws0inEoa@XUb~EjBRoZAgIhD(_H}Nq_U>qPdF6&K1C7jAFkWdT#DRA9 zb4T4-W0mjSFIM90VnBMRyfiw7#m@aFlV}VNx@D>`6}*Xnbn(Gvw}2CSm2*oMZ($!V zdwm!6pyS(M>LxPrF4uaD(%(btaWNo03KpwbQ)vn*7Eg)y5;h+~2C8KS8TFK=n*vnX0}#+ER|#}bV~-AW2I zW1_siFujMC>q;3Au_{=V$&dSZsQ{AP4W=Tl&2&|i?n6>q2u%wzv9`pta$92P5=;dP zxCkJfr~;nN#}nUrd0q25u!+0n?hfbfBJ5pSu1i=4B$freC*Q4WjPfK?@FUQIz9T-& zt#L1*?_@w^qk`Rm{1}s{vo?1Leq;@ac>4=r1-Z!JAPcFf-kT7o0yxcKK!UC7eI#P-HiiLq_W; z&B3D2lTCONGhqqOibn_~P)kU@5Mi!w?$y^lQ~AWfvaAu`K)4fR1{J}AuryGQT+Abg zrr~Y7MrV^3mpEG%)uJr1b>*_CaZ&BWBaW81A5rEJq*`DDSdDQ%833_R*{JkpJ&GVX zC=dDZre@O17cWeebi%i^aQTI?tEjPsr}Bw|%7>}zK;Pt6Ll5ffX$*t7SfZZ_gV$?} ze#+qxCzb6(w~z6@@Xh+Hl25M4adS0NW80iegmlu|65}Ml08hkt3PHYbYi>2-PMaEo z;H_B1&9bS0?+000U;R9z#!UqWAvTs#1U@t$k*K$(P&(mTmJJfW33>f6l5&_!P*dZw z!3IUlEd5!14i}Fgs%RPWLysE!a}I|%S?E$cU1A#sINALwdazd7-Uqh%vyD|2bL3+-UU&ax4;7KnJ_sTwz; zE;wRnIdQcXdBi$RjVG=SG~!pL4bI042o2%O^~-F7ghw39*l?a>c$qeoXvEL5g34Ka zamI(m8dp$OEaK+uzi{*n8(L8|m&LM1M~Eb6f)P7Qc&IF3=jA8Dp#m=wBv&>>pVr#k2A`1%N4jWQ})(K^7Cn1Q5dOS$40Let8=z_?!)ubOydfJMC zvGc~6>w?R$bHfs2OA3V9a2A7$+dQ%g>JFI<&pIpnFkRqVI&1b-6GBDi({8jhycR*8 zCrw>in z$v}vW#ixq4gd95Yd}6$4RijUpVGtL~S^&SpSs3oYvi?)!T0n;&CYBpq_}P3O4rsxgy~fkJ#N@r?MTjABDZc%`OuHiF3&?!ehzsPYD_=%ZEfY)}H3c-uz86;E5| zeO^HwL|%obC_L*C_#zzlukr7?jwSu;ggE;M4gfT2f#UH_P_aRBEw& zVjL9)ZJxtgpadg!7B3;O8%4bsN50PT$;{Z5234?M;1)AS%`HU8CkEzFEA4>!jOG#SF6|zH^2b``jADT! ze)e{g7U1(!-R(w$AwK5dPxe|4Co8yd*~vzM^$t?Y8Z3`T46P#|TofPn&POp%qF3_> zn1K)%bAv9l(+76e&dUdDl(G`T`KRZ8@WUVAe~6m763N)gjg zh>f+G!*|mOtR~E{y5?rC!w?_Sp)K?p3>W8+YjYC!)uuk8jhu=W~{BD%e|)VuIZ|*n#!u}<#MUu%ZQhmF%?(G zk(JpZDQZCw1Thc@VwPACgg^=UKnVIo=!2lYPUh}r?q=rh&)*eU#ldb@RlN7?_p`&z zZ}(&*(d+jVNhvtummGrJAC9Kw`&Pu#$U~4GgP7-Fz*teWlYQHMlNgW`p51+)p1OTg%B{F07T0~70M#txjCEbN&0>@Gpz`?4&^)|Kg{hyW-~s+Krt;Y0x^Rq^v}wbwc4=}_;ZOajDV83a78FJXrz%uNezpAW?h zVhQ$7xsrT&Df7p#myqCtL>V?>Nb-M$l3`=7P@q;Q z72u?r&1yJm$ZXD@LRadrFd?W;ekjh=fY3zzN!7AQL=Z;~H9@03`A0qn^JE6w%o6rw-%sHpCYQ_v z`QmBCqmXCdq{fq;YWOZS41cPDg~J%NLfMdt0V#y1@wE%34ODEg0>w4m1Dp{MiSTc9 z@qkx)de}_A{X)c0aVz5h+8US0<6+C~tZhae1mog(;sC}LjA-H>mUcA1{UWi_wYU#q z096l2ba84%({;n`u-{x5@obdh7Gx8NOeJdfB`>~>OU*cys1Q$7a5z}ogS7^y@sL?@ zT% zFhng=eeiFfQ>YGx7^nJ(F^E(P7p_k4LJL8Z@D$f37utmzaPo7~m2FC5x$p^-*?aI9 z98t|Qnw!2gov=&DA#(V2oJMmyTq2M6+jOyWT%3#3x1Gz4_N~Jt(!Z7NrZj3!QKD+s z;(qYq)EP1<@WUPo#I4HWj<@059VpT66X|xr)LdOWeGifDafv*hf7lf1EP$X-yIIP? zr{Y0roy{HN5!n{iL>v#}R}<3xEvi*(^$WFebo^@7!?dv19c;0pmcDf8c=nPQL@Lw! zxv7>5IDTAh@EE7}6J!&KU-YTQj#Z1U#c%cPt~*f#5oTxX@2O*kd(X}Yi3Aur2aDC} zc&H%Yrn3#4iLy@;f#B5>Vo~l_M^))URNN_Y4c{_=EKfl=* z$4VjqTz&xhxKTlv;Bq}QY0WSDf<;mZILsd=rrUeZAF65g(7<&M{4^$vLc=6p?K+iG z)!u!SW(d+7ccy~D@qIiZN|Jci*WOwv!QzVg7#0@A%qv^kB!lAKSP+$LNGk?hK9RxI zK7q^}cH%)H7D=kO@@1fF|Z@rKS&hCy%sfq7Z8L=QCigdKX< zRs{?q6=sz2gUjlDjf00~C6GMxqxXz*PB_uPRX`yoTn#YaRUcG>{c2#@5P}IljHDt_ ztbnTZVta(eIeIXx_egVIJW;`&(ApAV`eSpExHPi3DzZ>qoW2PVq7`a;Q~@rC+sXZ* zy=!|RkpRO;7k_My`$?|9=snVvl}wElAv2{39c+Q$>~ zU)xGd7Wbj8#T*8aibBwimq9N)YC{hVK_QsnBPYbcH`EDo>?_jOK2G%+hUzN>lfF?K z$h~!Wglv~sZ!okC6iX)}QUB4sYUiwyREG8+Q}T&SSgMB=g?#zL;&44R7Z%tlV<;xu zgsFNj)$0aHl*1UR_!TotZ>VE{o$M^ib=8W zP{5lA$pntUlK`KD_6C;j7r0}Hr6e)8ZQ)1GyI0)Q{69XYiI24+q zbd2J-*ahgs#>polnEGJiW}#=)i>VJkO63d`M=03DTB+<_YzV;zDd`}FB;)j_d9l9H zXVsOHUQRv=BNS}>7!+ubUqYKe4iXm|KUqbBJi@{qz$-XaQ)JZNC{5RxFH+Vrf=D>F z8{P6Scio4+_R^OaSBqt;nA`CqR=N>SSln`Ee^hD3GoD~e#2sr6|jA&-}&ZP zA7x{&oCl<)Wm`Z~&wvmUs?d}emNEDlRK?bi)~IY3hD4k))`9iDALPdR6IjQA5EE=M ztzo3DYjehZlkf)$BM96+uI@MgL8+|41;(*$*;VG4FyJ+N9zitiS?sv*FOyJAFzJF# zeDUeUqLMA@Vgn%hyZ{dkBY+?dIM619TrTU|Y1$6Ov-}zam3S#wVu(BYL2z=#NU?th zAEsO%q!AFFO~HUBhiesR#ZGz&&50yPOz-fK8%R!Uek%^^<`9KM0;CcOfLpo1p;%pI zaX=7>$1XCwN}bKF=T+oTm^=c*rVxAqBWtoJUR)!VgRzog0JvFGF4E}@U?mYi$U3kF zZns$P)w1DYhX{uaY`5X>Vdp#@?E!$mv2q7X_-8PF65oDV-2T*qga;xrSg)qYKq&21 zZBiWe;FJpXASwt$ghDb1*7>HAK~StuIgOU?nHUfvfqhnC6?jgRMH{TRpSLF&4@RW^ zjvMLCk%CONzJakO?X%))a?Y>hGiC&iM-=hAg)BuFo~f%{g5W~5HSx)1aYTn zGeKXhczRw}O6|lUL6AhS zIVAAy$;BGBZm6=}iD-MPYDgkFNhNph3;N2Y_=sw8dloNd-KhppB8vxLWa5^{=Hj*3 zl^I5t!xCYfsRF`CPNb>g=ofsK?8%TYg24fS00XCMnUlPuUTtx`QUQ_6C2*W?;NbHL zZt}g6BQ?b(az$v8O2DB#OP;qk&YQzEgqe$T?Iq+OmY{KTnCU#bhH2h(O^WfEvYOMNrza4n5Q z0*tkE+K#Iw$|TUxdnVJ;K}&H>SX?t*val3Q6ykKTt>$w*gEP3?l2C$;i_vy*o34!p z7b78=2qg4|IivCQMxg|YYu;G;*s1Z`;u4*bpN&9*i=!H*L*UM24Rm3VZh+p_d{FGR!`h zZ7#6oTF!j-o_+Ar2q@@AkL;YlIJ!xZ1R2tVe{LE)J2>!P&)@Y<6G_QLAdLF@*XS?P zYP(gJW)^oe<;pI}G+XGb3sE@H2r*4BOm;Oyw7Kj=*uQs7C*%@%!UlT)HXA(PdLvjI zEf@^9ff7zM!c>Ie3U^N`;Ns$vCgVGC1Qq6>^niM?7Uo^@=J78+j2@~5Gj5Fc5eTyu zCs{iIdkE4vh)9JD$?cNp zsT8m8>Sh_$Z(;G_#w5*2C?|^#20?aU1vxyWI1xm~EXWBcB7}S8Oti#r@!>f>&G3&) zBTyvE3>aoYrWuXsh02XYg2TvO6Wur;VOlo_Lxe&#hi|HxDx0|0@C5jy|OR~6hp zor-j!8gzcD=N^d2usoyRAqR_NPuA>w0j&aATI7eYSvXOBM!Y%2ezu=Xz@F^6>SH{R0t3Eo)Sn2CS5}f?A}7} z?(m`#>Ep9O0c}TcVKgzwCK90?r%A{Gg5IkiVzC4rMkVkaI6z5)_MUa(0tqg3Vck=m zKzonW25|(X(*{h%AK*Sfbx`BLv=M|7Ebge=tk?3A$Rd#WVrrWb``K=>O&!W$g%S`> z?wH>u^=`M>$yhCxQTt(>ez`n?!XUAa=x8;GR-CwMLJJ}Z5DSF;$ls|kt1d6=&%33B zCRi=F5&XJd!j)eq07tewNjlVw}AibWbmK)N$CddrQ^rc z{_{5QUz|+)FWSI=_hj(jZ3F+klfi$l4gB{{2LJsw@IN>i{14i||L|n+KWqd4>nDT% z^%n4-pDgQvWXgKU>c*x<>H1;|w0+JEp3j3z$Bzge{GJDwZXXdmcpX=iTcg?bn~1bx zQ?SX{P8|6c*E-n`pbwY6bgQ`Dwh2#2CD=dh28Qg-ghI7q$Jl<7=o>pxB%hjPut0q^ zspi$ZULNEz4#l;XjX*&rA!5(aeFcco-qmtD(2`9wJ4p$#iIpOR9?He=Rp3ww9Y5KDLeh1vcqo9M+gPtArDatT@ZZViP%2IW94oj}6Ep&!T6{uj<|lPZ?` zm5qfU2qjFRAM8yZS3f6^utYxDt@hE)1q1U5i6lI!TZA^ycRMSPu<)=T=Q~~O%9UHA z*LbO;%FTY@*4s`auN6m*9L-!_=3+@d5u5uDRpPkTfw38c5+>Ocs@vUSUd#MaY@=Xx zOdqG}S9<1i8lKazg(E@Xw0@DLi$27U5;!D|^g>(G2XHgM@=o2>T=XD)9Q%--kXS+nGh0Irm10w6;5Q4AYx^YfSu0kEu3LmuV)Jtw8gcFB(F>?fkfQ!OaYQ* z&J>%%T4^|q?zpRA-!9yUwTJV};;kjcRTU&MPp=t_7~&K?iNhEKnpw*gr^88B6Ez#@ z8ihDv8-wIrEjJf1@3c9}vuBD!QS^PD2a`iB{F3?x08h}prBOvU6_)p-P z1X0@*>r($^!rBNnF+vFt+YSCR`inp<2RDgsK=qOd8t44z_sRC|aJ^YiZ32_6+v53v zUPcqX5Kkn~;Cu;#P<^b`lmdXjaUP#Po7gM7XpMoOQmnm%oY)fLv4kN)I1eh{G}S+@ zeGz<$saJ?8@!=>$2P;z{$K9U*6R6jlxw#);3%j;t3$Q9RMufZ;ymnI!M+C9OCInu} zA%jk<{~8vZY7C-)3lY_0T1g-r)`?0YTjel_3JxRc*Nn#mk4|N(1rG~AB(PbSAOXuI zpjBwLC8_&Hhb}-YVG%W4Sf^iyv99fP>L#F}3+ozzh!iex(eK*ZK@y$0p^L$qaEKCa z?a{BI?-Hbn&1WI1RN~F`o;FGliD+d?8nl{WxrmJLu}d0Z5EX363$@^8B>wMosLw~u zjX6Z3natnnqr=@+b%w^x-$^(kh%?RHZWFL$JPk2)Q&1YAiAM6K$Wdu{1fr43-`~K} z;LC;F7d>kJCIBLlDrMGs@$E08mNJGxR8rx~9eEGUk2D++OocCgA@k9wapMt)2KE*? zS4u_oR5gc&u8qxt5SdgHmKaar>JHHo8MO&3P>2qW9thg|!|_5kS&JPU@qM8JbK;u_ z#QAMh0&?0FN83Sz{bE2rf>I4#a!uFz6couRT_ z?KdgAI$>H#_xiqGEyCcgobBzeWLh>cz*&<0ww^(>is&iMlHf;4HJvz(0-n%wF-2Qu zy@$dShPhEw9|}{{1V2h>LgEMo3%4aTg*m5aL4WVUEkzO@u0)A*R&gat&TdYWk{{PD zMfvuVgvDe{f}`Q?Wpk1~oDUCOH4$jV^*cFLBB`Vm4$_6^Fogq?C0FK{nRu$CI126L z#MN1Yd}4y5P535EBVDhmoxG#4SdU-OXRdRbv-!lo=TjKA@)Y`{zBNZDsV-b`l)#H` zOC#WrH9m8m%<-9AEUUe_+!k^cOmjhXEhlVdrA+SxXB|a$^u$tt#1*$PXSpIx5y{22 zX=j3jLacD8EX(Th_^n=NQf$6=CWRox2}d@voHpC3j~!vIe>A#31r+i7yM?IR!`u?81DNaaeH#%t;?o#CiDu8p(WBZtnLOk|05eyD z)M$Aq1w@v@>A`eln^ulosZpF7=oZ%wfVgDZUQXl<+;9x{PtB(vU^-QA(!4HJDLvEC zBtj*wznN}@rMXV5o>RD{soq_})$<}%tV`UxnN%~5ut@{i+uj@w%X(eUWOuW8+U14+ zF5lDiulRI<6H!jFi{pB}gp0!$>+SI%8-m4kNd?nL$w|d$*P!!u1FjKHDGoCps%Yjp)dartinmWd@?JTDS)Ay1lt6}tvYC|q1tT|gFsv)J{mxz}5t zYcT?L5KP#(A;!_3S8B^tag@(|kqv1pj(|iz!hU8f{Gr;--RQ(&aj{q~4)TQlf&GXk z7~&<`a`prBpXCNNkjb20Eac6u*P;nu6mtL4cA=L86uoc1%{APVU;@X5#=-j&^P&Z} zf4elNyNCi%Y>{-J!61kbuEK976u#?M%e8crGD8BDSpO=o<)o>@SK)6mdl%Pv45b?` zZxDUvMxJr}4eT?wKtjXYrr|4ZI^fNZ>R(3jj+CmT?(VAC$u3*Q?_HH5Q z3~bG35Qq&fKuDJ4gAu*k%-9v=mc>j4`M{x}G8l0bU9$XVdU9}Jm#i6xxZ$0fdC!`?HcObEQuTOo z*tENE8B!;9aMq8$)9Xa+5Q*3oONHIpquqLfQsHrkS+P{WmLs^*VqVWSx`B3rQX#>J zW3g21;b<+mr%&CZa)MG3fQVbsv-@jka%*ZQ@T|unW@6YPRm7o+t*aIMzjo}vDWf75 zF%%PlsjqBi5OrvAfVX=xaUjG=OgAe|uW)}Z5tRE$Lon~G!j>a@jC;t;cvPkm-Stxr7+@oMUl8cpIdSX}?y zsSE}TVkBl|RanMsic3$r6hfH`nq1~|#QB)hxlF*2ftrHceUPfI$E|ZD4l!%0sofX* zb+z4JZ{)D%xHYu`B5t@O8i|{6G!q%HLPzBE;}=Se zyDKbAHZc%`>h>+W`%7p(aBP`LCDgb}>h_$0ZA@cL_OXiPxP{@Bc;XRz-rl>X`YB_0 zp5zj;80DUutHD-q{xGcWoC(txr?14P`SD)?Kpb%8I7Z*nY|nN+r_0EQ7>B84Q1x?2}&e1 zkxAS$v*p%Y^sDBm24<2-HZc%&BE5B-SJT603ja*+O&U0@&;&!gM56&eaDTu!oY~+n zB4OZi*`$18A|@E{&D1LEfwPE8GNI$P7c8@z&3l<;i>F337xrr_kg)JTB=?El<5XNk z4j&ZO$r+J^C8mww!DP9)f`dWKjG?T+2TmJl(S$F``Re_0uCB)|mh)!AqC`Ry<$Se) znL0QM$(*qjoxnD*oJX>Wfym=<3`4z~&W|hE|1IY6=G?}l5~^5g?w)_U*@&WBoR{;T zW$Q`*hL0{$X5lfMJd z!Z*8%4Gdce!xu+8*oRrg**o6&qM68EnCy=$*l8f^(}B&zlz6g&82aHae%N)NKxr=S z3F*W_RAh&17!kd?h7~B8<>vz{vZQ=sBGUWK;#(07#gz)pW#5P+9I+(gLtV+{Y4MEE zW=mUngoHcAQnhjKJzOM=F#eQN{C0a3_WJcw&kjCFlo}(3B%__oi|(Eh0q~>V03d|1BECurjrZvWb z;j#z@Yvf0;k!o4rKHePR`qLC%dDCv}sH9K=#x6U)V?!i`TRhx)pT!k23HFy=4CNIq zmb(O?ltxgvAM?o#9J(k{NKq$P)lkFc!+MSjaI6Sk1e{C)!Zx$emk*T|b8bQ_VR$dI(%>U@qF&67DtL5dn^R+N$pJL5rk#3mvpRW%ol;RfGgbA4_ z0zq9~Y}QvPls>v}Sp@UTF35iZ48Hh01=J_Vr8I)V*fS4*m_q6kdqNliVP*1@cYyTy z?RQgHeJT?zF9rAA+oTbD!!daTM;r_Svt^Cr@Dr%~)6#`QjKXlf$w3 z&p|TjkLy~JJf6WF1P_n1_iEa)ydZOK<}_BTsU3pNabePlOp{T*toGNZF-nk3JaF}H z(kO2qy^d)V2l}`ZSU%%Fd%?s4M^`k9-F7y4efQ=~eJM(KaSYphmw{#?2^#g2Ugx{yvRSOW6rcE830#2>)w(Hp%Ps%UyIhS}c#7KtVvR68se7dsf; zp3II=v#!js7?Vf#udlX`RURsi@{%k@WJcH1HWRp}d9j97FtG7%HhFmVrhf76b2;O%?AlJqNfnH8$YhX4hF_e7 z;TQ8VLqIMtd<1udKU{w{GDDKu#E{-;$8c;fJM_;RZAkC5V>q^#9eT5u=^f7yw-@P{ zcJGDgE8?bCHZ|*D1(7ajmwkn24WZN9Yfh~*UqHR^|j>xt-dIMV)zj$<|&T!#f%q=`_|H;t4l9t{sB2<=Z z#au^702tlfgMvh}E(+gZB3 zomn;?-OfRF$MPFYsx+fs1!M3b<{RJvdXiM0;=?ms6e~2`*6+b(_ilqLZExH8PrQ{=N09XerhO> zeEjMf&ks&jeTjNQ*FM}OpHgkuO{?P;)(@Prj#mJsI$pi*bJ`EfC1+`;3gFtH<#ECq zI^0jA#9WYFQYO6V^=N2rY1KLLQ36Z>l-R4+y$X0DOH^!*urD7L4QFOQ{`uerV7@4e7k3)Lz)ffj{2(0hWk zU=82aTBv9`ffjA!iL~evQ7n=1tTdt)0ij()h4+0#eV(Zzy#MBR>uLq-uh_R-o1c$Y zK4PSHTE*Xa?Vh&Pj+!pZa&`D=Yn-d{y+27)7@)9~esW#i=y|(sw(x9dey68CDszmk zPusi^&D7@_nvs8IX7I&&h;q*-T{8{P>yxgl2I!??aKyY%5z#gZ!}~rn{&p!dQl4m$ z5l7T4)H3aIe|X<(h6~qSOOJ+oRE+&WzgjCui`j)|%}i8O3}lju0Aj-0Dv?c`-Nfp! z0Zg2~;)mXoB?22np8#Rpwh#ytQB#H3 zk^7Gl{bgDor6}O$ir899+w@Dh^?pjm-{2Yf8`mB%*C0$@oWFf3!tAo zGnweIac(b<%fsRt4hVm6fD?<%zBIwKXU))z(9Ao*h)VWvBm0e~kpMwC_;a6^o~RAD`s7>RA9M=yDj zV%1_u4^QaDhw6Bco~taT*#k@zOw z(aWBErerlyA6&AO@J8b1d_QJFvUw(qpTSw1ThmYxjokH6TYIrhRQ*fdwi%LN!m+IT z4~zZvxFo&UCX)UoPg1N%3?<_E8dk@xXSFe=s>gaxH|JzG(N!$S`z<)DN^Dfl&2<>( z%&M>!oK+1rD(B`3jB{r7S0;d8RCo1m{8Hw{HbsPg$p>(bB%DHfXIA)(TgqOL*hZ4{ zk|&vIW+z7Z1~+B1V|~7nsz&@WJ*l6tw99+egL_g;aFY?)Yu=1_guJe5jhnwO{Cqhy z$KN8ZrkB zUFL`7KfdMVRFSU$wF+kR^;61$pS80*(mq}AfK80>Ho=3h`ZO*!(8d{tf+sod{c&@n zSa4Nl9$Ej>$desHh{`>0Jdwi}36)Zm1mgtzp9d z9+nY#L~PE=dIU!M<%C4f%~_2A9dxjKNQH7x!8x?`Zo65+wm*^o#|$cl(NYoig%7H7 zD`IJekL}WOp~{%8hyc-2lkkC8q?}sa(11{4%+!h_5B#iRd%k8e1d$6xRM`uw>elut z)a=)oUI-8^y%0X|UTCj~s-aJzNb6df6k#=WIoZNhhc(=Nxs>DSVq4H0K#fL`eX{X+QtK}J@;QFOKpVIQK`U?3Vvo_B&D4> zqqW}46ZQY?h>aAl90GOKjrfsjnOc&@+SuY*vm%IhHSTi-QYO3-EW=_2&UHQ1172*C zz5Pq2Vv*qO=ZJ-k2lMt~n|S+|Jnzg%Y=Za4pGFnObB2VF;7T)`JTgAU%xY$mgcx6# z1vI?E(@5>I;hAQSBG*4c^z0Ri9_B(8KyK+)0$&@yN_RiEK>O3 zn%#?S3MBuM4aLes>ddtoTu??>a{Zf~HR3DyxHf}Z4NP#8ci3y*FPY&I3N9Q{dJ*?(2iI~=W)ojT zrS4oIGnrOpwOoAbwnK*1=iJikp?xJUwu!fY$y@pFH^+*k&KDo6ihA&LhLqi;gnVo0nrp%;>)t+5mG-EbG}qZ&llE1%jIOX?eAI&B#Wuy1f60dvTZp@#OxMR% zy<5zt`{UvO+sHRpSGBzOzABa9P|hN8YFIpaj&PK1*l2$A>Z{{ndpsogU7e7h040`9 z_B+3>=9>?qWp+yYAsjJlvY&hPp6w?>AbdoiWunA)oK>s#5?9fh z7NAMx$8YbpbwbmBGqR=(r-Op*E3a2OSK2SXUL3ALxBX#P!5R{ImHgPQOaXS)RP&|i z4HbElD_>pg>zzB-$2e7#&OaX6oeHaiqUuZU)(5^3-lSu?{3PP{(@sZU4p3H>cHSKu zJESq$3&0MZPJQm({X2auz|#R&{L@WVy&RoNC89Ks?dTL>2S=wq_l|zl$I&`TaA$w| zsVr;^5UFftds;OtN!-J6aV56{JaFm5-kS!SG#Jpf12~-e;V4lY=_xF=NxO&J=5A$Jj|VNFE=-E zpx1+&E2xvQ2Kdh-8=wiegB6;@_)!0Tx`LLbm@oF`kk)DVRTSj^Fs}YFT6?AAZ@s3i z3N?MdvAroZzBIV)5$tCYqsHp4rDsWj9i}@Q3U$41a^}Au*O?Jmdo80+y(`0-yRw?z zM!XgI?@pp5L3LJ#v$!d=C5Z=GAhuu3y@9ST44otPi_8 zQGoxS(Y@V(+{p?Ja=bM%$(iPe{Dl3yzBpb@ufZfs*>)bBoExE<^lkjmE12o^P!gYf zxqxhT1x@BxsYb-$UQZsUNwxe}UaxS_j|gM`<;%tTWp$fW>R%6y*bGQ3jTA3x3uSUq zK*FYdy{oQjC4;vW2IrzSi0u?@U`$#+PPZJ=9A4MEM^FIQ^|C?#|93p!a{f8&?v}_& z@_`-JE2abcY_r+EN|n_<+dIn;tuz#z$hjp&NQr1TVmw7SL@P!32i_x@M$rbHFv+@< z7tFzpq9R-?1+!eqYnd^?fWCy~LS{>Dy(43Z=D^@Fz$T=2Dkd0`cBR_zO+DM}%&F)} z-Nvg8Bb-*6MPK<4%?ylqTVBgPpO$199ExK_I6KK9CHra88*Ln6xE;AsvN+C-disWgS{D54(0*QS@7-E_O#Y^y7~ zv@r>prJC51zL_O+gb%lz3B?94nPY<6XkhS(YPf$$xyHEzW<1>Z z#Z)lvb17#*elzii4e`&coY@{euP62GcC$N7kB7x_KY@K5^>Vt{Pu;JzJSt-F>~jmi zMh#o=C6zOihUlotPZEPmgC`A@@FrE%t3J{)Bh?gND_Hpm^(oPR>HaCAZtzHTGgb?w zrWuyxnkVUgipDi{7tO6gVf1ATr3%I9C7Ma8jY`lYHZjaJeTg9)t@>ZW(%-P1A#D+G&nK}0q{I`e zc99Z3MiVYXgbKlw1zS zsMJRefwzg3Ba4*0s43`4bj zq~7!O)=U#8t=D~;w0J6zHy>MA+TAjFY8?mS07t)f>8fZ$cg7PE3$mEorwYiQ+?TgIjc)5{WDP>fYVHvFycch&|1&f>gJOb?978b z_`A9?>p!L`WxB8R>;lz7tqey}klL~gb$dN|2H~-&*M}$bD>)A_tknYk(ZY!bO$kaK z)pEJ{0A_~OCyUK`3jepSZtD5;U>gr|C*egYg1z5U4NXU_ghy^FzHghljma8_)Wu{5(K2{g@A_prg_w)T_l|x;V&@sbNtW z%O(~&FUvRAHwQVAJS;CKgcA=sM=J^y{6=JrmxBt0XF;NggKmcT7k75)<&?Syf=mBq zSWbL%Kxr;SK39VlC`-0NS#`BAFldsFg# zw&R-;-GVZ5AUo@UAu07`y>csI_YY=rqOtqUK)NV6lL&+s^u_z$?7A|NTAUwt(9V2o zcDIUv>ED0L%5R|oXG31lX)7^K#RnaRrLBZ;;(=>x@I0kGY`~mXlk>-~AGodl!g?=C zk?WwOkfmwasxvef?4-W;N?U_ zoOHtdtISPLZq0d{)iRNaih~wOUrB*66NyKZ{yd`ut&i86jcj(l?G-mDDI!4#gw73u z&nRK>7C}FQNP#&ngh!PA95YD5H=Re8T~ol;HxUJtPtcT`O*pwnM2;KdANTTzke4As zXvBwmM`d?T=wXSFt}KjxN*+N{T}iJbbM}w=0(xl#hy5_?Bg2SZXs9qw2i~H}7}L}| z(C78dVkWx}{Q}(yisB39li7K7)J2;S4y znK%^5%_eI)!R0=yPV8TEX7+fbdS$P}7QBi*3@e58?(DyXI4V)R+T7cUc7Ly}I^OX0 z__DRd1Gt|@`nB$Oz!Ejr5)jVlm+PINDBYoa@(xcj!hPH(BSyn7xcrJW4hMNuYBsnD z#3`JFzgt`!4{&1~i$7I`p=Dvl4PTzqJpsb9#Tj%ifTJbkl0|WyEdTN`y#CN#Q}ATB zQ$4NolHOcWhC>8EWUxBpBFwuni{gM97tz4NNhbJ=Ezau0ht2MN%wjBC2mm63nVBnM zY;g_|S;tgJ{uwYxNM?;rs9V3sS zvlmR@IKaxy^)=)^5oymxaJCgnpxEZ&pw;qfvx9|CtNrB1n}s}-yx8W+2>K}q$`yKz zN7S%SpOI*&eW@3=Ty`-J!|g!NVz#Fk&F0+$MT=@0&6_fOCJIm%IEtrB1*Y$I!&aUg(`z=J;0k(_T`y5`tkyEdi=43)SRr0=A zY*<@}iOtlS?2QC)C&uTnEbpT*=D@@lS2kvBY@4Zfu*MPAd{l7goG9PLiz+ih%NCAc zyR!Wn>eP?G7Ga5PqEcmHM1d=8TD(EEw@p19vBQzXj6ix_7pwWniWNsBj?ES{G5H)~ z^PVi|;o7mI(sobmJRGrW_AkADfBxl%AFvJztY0&w7NBK34?*fELa)FUxF@k}J0 zlk-#=2QN#@lxaF03pQVw>hhDUL3?SyLyHeyp1cjffhkt-T*izKE@4P%Z)?;^RLgPd zAE9#XK|B%i_d#4m{gb%c#mYP^@?XJ;4(`ChhdXF4nx#}`^(Uej*+2sRs3M#1i)=Wh|mu z-d{~hL=7TwZDgyA7^x;CeW>&B9@>OJ}0!x77Ney7jw&+il|I*}@wKY3M<$lYP>X2nXIyA>R_~B4r9+yr7_=`v% zr;GI%m-ymo{u#gSUGE0yek#43PJ9zhzx(d(Bzm~Gm~B<>uc3Qm*5|#1zluos2VI(W znN*j7A;%}WwJZpxv(J9*{uVx@j1)#b9hdu`$R>Phl($e$HSLOrQZgRqrbSwt z;%wumOF5z9a5oc^8}{~sDQeny$|MUpJv9ErEN&9zDzLvhtDJta^ozLLQ!h=&Z8m{s z0gV6eVY{c<#qEB4V15(jyqJwp+^;%unUY?{B=`M#OTy=i)pl8DX&0L~{b?tViF~5_ zkks7xUA4)IOY8d+Ml>RssGk~0KHF`Ma_LB2%KSr_I!L06CndA8GijiEzOChU+Tuw2 zP_`EFkG}JrKk*&&KVsd@$hNg8irvYL>>!Em4_cPGYP&>q*?`sBl^)Z-S;{Khok(FvK>Wp zcN>57ME9bljj!u!dAOe10q`ldk-oIQJu+)2&TXqn$8#MQuC5!`@pT4wr2+MUWo3`;!QVYhV z*Ni8V;G{r97l+HpGrv9|bBRin8=703^4W2@lmdD+07zs9gU853{kQW8)Sm1I2e{1Y z{oV{e8_)SwURQflS;=wG;+jkE?+qtJ`Z)&4P@T`EfKzI6mC zW<3<~1W19VU{Y|TKb} z>QHWKvo{a+dtWb>^QRRopP9$o!j5g7gu*&zuN(!^rlE7J9fYE+3aQ4(H}|56fF~_F zgc)jK$_!MQ#w$lPEZw^Fqo{r!Q3ObnuiBS>gtvc8;ez|QJsH%5+$ZLps=ZEop8&i@ ziJwB@OlkVRw~fPu$6-uSwGmCMa+%6Kw z8nkYMGW)bIEK--43F*}^e#CI4v`?w-=u=jZzt7#g^Lg5`|3=rpo&))#VK^Y`k58ix zX=wjvnX^RBo$wLskv>}3X^}WtweF8G^Yks?i~>bcL+_sf%93qY)etm@4%k#s-YV+A5ekXPQcsz=P?xM|RCiiZ|Y9>MQ#d=9~Ldqnf` zU!PRLZoEk6*R6EMYnz$c6Wl-%G)~n#|LUX~cVR{PKJTk@0qR!c?eAD%Q?+wmbC+vOr9)8`_oYbsz*n~S>f zBAtJuyA|4TKShe6Zw5vmM zCY`m-OC3xa0rsGpFzRWkDyt?|$ICd)8MO6cl@12wSY%7QA2+oC#7VXvy{X}PFE#Bw zJ%P&w7*T9z!-S_#W<%xVVlpzl3vPVgSv?s^OnhX;V)^zYKdQ6a+wvni{As=w;0ld7 zp#WMsFg!eUYunt<=Cp!b9Go=Qt5_J!KVkcm@>d0}VQj(~nj1Z;MtJEvZDpX$-jjC1 z*r%nftex1)bh)2z{SDq`#~C!%FMMI0Djs@aXlsSC^MdIGjSX z_KN$=icFYb;*dyFR?Jgav}ZQ`uIz}K*#ZpfM=lpvf>CkzWRX!8hWI7c$a;QF)ZPwu zo1vx=h*gu-?#{2_Hu!q}xH?p3Tz9!tSNe@(wImGjOVp9pYBq%w-TM23ZI{O(hKaUN zV5rT`6WzOU$Y}`Tl{jR~@_M=&+W{W+{Es9c5ylu}4Xvz>uIC06@sOZ4qHcCPe zuf(n}t0D$|@>}l0KN#%7CM05+*u}_M>Hy#bzaERA1|e>_n#k$}i;m$2064$kN-pUb zUK2&)iBIB0S7$3a{~?k5i`SYI!#-!7#NKDg=Da?bGn?e1i{cdw?fH25WS?9~G+hld z;`aeE{(ZL|a+%6-Vii4)>yxw~5-WYIr45g4_0Cz1Qy(U?4*4%}-hkk!BazcPZA&7t z`_nVa*P@)?ebm;u_KxwfW!YrF;k8i`f_#g2qw|3uZ$VYDaQqkgeroT;4qeT(DdtXIgE!R(Q8mlWcfwjc*H<#7w8>bftH~3CvcZeg zw(zwrH`6I=^RMDjFU#r@dVF`&z3aYB=g@zfZm|PrYqDgQi<2IwCQHIl2~O0ua09gQ z@D473gHy9soB45B!|G1+ub1{8qPJ2kz72=7myw8O!ton3nlO1Bj?}T4YVoZ)L8Le$ z#1p-fndw?J020kaAHjX~db2;cTIbp0G|%Gp){Z>Wh(t6|sW_s)U+*^N@Syd)TF>s% zREvk-bflWYB(jNG#*wxEH6H)O!XR;GtRuXIFmMCk=5CHaKkY1@3hp;N5-V+-0$}S6 ztR$lNU@GLC$d$P7z)1{vc<9}${Su3f8OzmTw%c4( zFflNBTf^}IyGPf@_50}1lHx*`-qF}VfFd92WJv&LK%GWrn!>2+AN0(k9VhOKL+N`RwUu4~0XDCsOo|tKbj;PRtXN ztBuT`F6-OH#S&I6!-lA34QHv(BW3>Z9vni--&WNsY=)^s- z&8v}nlTV7h@x@+1B%i zPtS!u#mxsJdMPj<9TF3YTnBSFcc@#;zXbQBSoBO+)1q;#T_7)&&>Tx;$%Wc6lZ#S!)bu_hd%n7H}aNOcF~MLUt6 z4|Eq3O9T>=x`x1oyAvDwkXL5p=I&nOH?h3ia57z6ILGT#_n*5Aee&43Ulh0BEBTKn zM3j?>e1$^pObo!`oAdhOcm-#XtyYiC-(ZMPChJZk7p=IZ5Q%4^XrfF%^!jMC{IJ;9 z$+a}Q9)|RSn=R^J)A&R^(SFp_VNMvt;4tj-_4X(S36A%`K0$#LNSxH!sKBe^L2FRl zCY%UlZ`hXh7aAZ3QlUloyxDyCsNtjWiFzX8YU`hy)#~e6I`lh@H)zQ%O&<{;@`(`> z4Y5Dm!90X6JbaAjV;0`Te*d%rBKkhLBAnR9)k2L=upqY%C|#WHJD@Z^m54+yFYSq_ zOmPi9YN1Ya@<@dxoZzv7?Pt>i^jlyUvDzILmAq7^c>ZXjDk!9(3@VwtA%p5K>EEIi z*6A7`v_wb79=AK^H#N*G%=88Dr{^4SiF0E0R31K~ zTW?@;9~SG;-vr5G2hWGD6_<*EEDjO-o2oC49~>&+bf^TKVn?_&9gsmCHW3Pu(sM*sjtTs$4II)8ydH(W3u?t3XD#iN!y&aOJ`sA=~c>%SAA1#1&!}yy& z;fGgutJWQ$=HQxnm_}%#uNO)w`f$FemnRI`e!{seT>(Y(^kg2WmM+mIWmy7*19NM_9=k;u3&R8)2JjZ_un(ar!nvL0vNM!$;R3qW4 zTCJ+dGxJ|Tt++(8Wju2EL?l^$uj-9Egn#mk{w4^GRen=AL@ZesUmaH$^>Xse{vjxh zRToPHB9p8~uB+wcbY`0clP}@#i59|G^+*P)OmA(jL0?*WXZEkcXrt1Lp@?2Gbu8eF z-mN()1}^n`9{w))jg>lbSVU0wdu$0`tl^@;eLZ!h=DGV8$R{-)Y3pwAY#es}}V>{>H?l;B=G2ez$gH+`6pa(c?qDz{qP9^g#->AqUk z)CPmCMdr72_$ko_Yro>b0%Y4@?U0FlG80&jU=QEA!2Ml>^;j7-heZUF{YLwd3K>f@ zA1h<^8(TsXeZ8>V`fgocRfok59FsyL9B24Tay(@*QW0$dOSF@1Cd?y=f;d*2Ng@!L zWC4TT!t{D`fM!z|^?9|fzuX*hV?SdRuy)8qK50oa!+Y46F>&}q6sxf;DG`WFvRd74 z7W@5XJ%JVJ=1)OqtZG$b5FtGoWsAoSjtPUK6WE{yR9%b18~1a1*rIp=L(8h5EjB5T zEZ?z^M($&k?-sB``$wtv6@AZ(6cTSPS?#Bwnyao(1W1+S0QLTGH2s0Mu!+(AMMU*j z1Jp4JkI=zgz78J@dS1hSVT~79F(zZhM!lk z$t`2Z;!$W_!!&_MMD=Q_nCNatU9z-Ei`QWHVVeRa%6bugMEMBqOWQW&i6BkBcm!<^ z@&$NOqZGq1+MMQmf*2N9L{M*`(ROCzL}{Y!C!wwAY;Wv9seRAKrUE7r)(h)2;TM|^ zaGo!YFNDwe%vk%?6s;*|P>Hl&z@kaRp4Wxx=fGX4upje~Ng2g!o4Utw9+;>nCv}*! zUK@L-?L5|`P9BX&mNGG1H+fxcGiE(OCXVph5)IRvImcE56U0H;&p#*Vzm3qa1_LY%4Qlv< z&M1VcbX}Qg3!!*%otRl;0kW93_)AVYal!FY@iyGSx4ljid0Fy6frt`KEN~m7U||k( z-GEAhxMcm}Y4=Uws9Oc7$h(RcUK# zL4F55(J??H^Re=Y53b6~*vIYaiVSq#yH3*%U;tehMJ5`Xk+6}Bq2u}zMqr`gHhBtv zLTcDQm{(gkpJt>O%F8DUVV??p7T&jKhHPQVxZb&RDi{@KjmP9!*nl z4`*9OO~MDIprLPB!la*29D)5Jg56GRf)Q$dzX)^7Tb-9AgJhE;_Tzu6A~CB-<* zZ97n}@|{bxOE7{8dQvh{<`yio{A z4?czmIOQsfZ+F{sNrZ!IuOY^!`@7Y}1~%VK4@Ms|qdU4*IHv(Y}3j((8x=*DZ8>e7A<3C^L~0|IG>XL!6Gf5jzS_Yz~+8 zx>?NYhj%(O|LypSd7y5Z`Omz|a2l_q+LLdN6&zf87h+Sm?mv#LVT{*B(fDhxZ_8r% zd<_F?Z|(7&+MA;nLy6TzPx+VidNqgbPdZU(fI z-sT#I1aGQpTjnmy1oqzSoAe(&cjZt!8z9A;EP&g&i=hs)O0&bu#rkD+n@L^&Y4m_k zVs_I$$(nR;8~n$M*|KVO{`kS42JNJMT7)nAxKN?!`i3(9???B!1nZ=({M4%%y6ASu z@B{-rIFSg3bc2#Bcgu+#Q99YE56+(f=)xRn?FQ>$<)8n%sAs#6LU2h`VA7a;yn;_d zb;snA2=mYT@tZY_I!(qNdJ568HA7DmXzYzV0QJjGfuAl8lLs_8FMLy6BCjSw8iO|0T^QQ5gTAYX&nm zc6d%&nhPRP5aVgj=G*Dsn&uwt6vi*E_gUh{Y>tC| zB6$Rd8E6H!Ztd=-W>H!to9;gzq@0vXpnuirxZ1#SY&gZ_!POO zPx^_=Bv{fFVV~US$@U)&0Cds_3Ts1RV;_E5t>?>n=l&25EiNA-ISEA*qKO1nkMyzW zGYHt<8KABeMnJgvjey)})x`$xmgVdOc5$|uge6qY$tOC0O@^1f5AUX09_y*p|JeZj zg-`;!B;!JxQkE@I&22yp+a$HldS z7We!BtC-~)wW7;*F#BtN|v8m&hg%B80^e?qIY_7+@#P zgPW_@o6Yhwxge%^VwH}MltgZw)N>!KSyrEq&g%1dGb=zW+UkqZS$$Dp1&G87*Jd+& z!d7^*_X9Sme7!hazu4^MSp7{Yvo^Rg7M-zP{GuluI~T^LMh-bIF+E!W{ zI^c;*ZgA?yK4Q?Pwu&UiTofX)!l5Xmg}Kks9Dbu}&*G}{L?kjfE+tg0vS%KDhvw*})f3CfYlvL<35o%%|c=k z85}7zUoUnuI2U2}x|*xP*LgThOVd;YQX>;p1P3yS3L(>(6~m-WR6!ibBr1xG2`h|@ zi8=bZS|3L84wt6A!=L%eI>}@V?*z2iJN#KQlQFy#&|>fKXPyZzur<*ROA%F}IqT6$ zaAIPA7}-=zB&hO0U(l54Z&-JiIJ7@VV# zi@W?&wK<$~ zqGU#Xi{9|12FK(*xAO&@*bc{`9^~rn;xQRnVnJY%Rd}4Dw1W|bC$RH$v%QOK)r*o6 zs41z(o>J(RKCTWGoSX>D+-rHAP@iro7pAE2N1jG#n58<#eHvycM}uRxn+ka765{(R z)%58SdP!+)me?b7l~@L#M=1qav1AgVt28nIJxU;m&Qb@?K0@)-4gcbf-b9Iv+x}8*zL|3Dare2crvj5$qha%>mJ*=(-fj&iy3(IjZIAny7tDn~P)m4gUch%=A}2&C ze1<^;!jPkV=+2N64EhW?GFd4Kh(a8K3+#7rE%3Eq(8mQ{QVQQ95PBH!G~d7&iv;g8 z;7NiK*j7G49X=fTC+R#RB z!pQJ*)FA7nDGEx!TKNPWO4Ez#uHKE(1oDzJxJMxL&>(zKeS7DpB-PkUp9Z0l7cr4& z1wJb12lI(zpKH&GK*m0*Bn;*g7YNRWm5b11HTF%+eDrCu22lwwAqF`pCZK#Xgh0|Q zh5++OOh7qf2!W&@3<2hXFmyn6^W*WV*!1b1CuC-v!coaP4cwHQM&XwAm*>VD*T7AA za1?G?S9)&Dr=c%k?9bah%B6k!0v160SoGav7`8;jrzyH?eGFDL6S5){q9>bta%)(e%7aXY{h6? zC!16b3)^07;BtC6MIY`u-rL@rXu9=T*cM6DR3b!T#UcTg6ek8(dPRa474h&GX##Fd zv#>{B0!~zd0Adh9F!jhaY%W>abUg(J!?3NUyio+=~){g+WJN=nLX4; ziCxfVJ?f))`!kH-s(sHP^ScL+VSn%7#2Z9ueeJmm7K60b1YW?UcOwxnqLKtG1`+t1 zZl{(pjoC-_qJq2NUFM9&%zoO(2??Q^RN@sM6?k-opl3GyWGL9K(@7@8u%7L8wb;RYR&DOGtJZ2KW}n4lTA=2k@rY7b zA#4_ot;`9^QPS(PYFbE($Z(_vCQxuKi}2}F-59*@Cjh_i5km{)O$|Gh z>}s`mCrY0dh>{nvkZ5Fq3?J2-8q6o^Q3R^WaUrg%i{5 z=`*pz`ZN!;z{q0?k6f0cq}@ReK#*k^b!h|O)Mp&hOG;z2oTIc}3}4)Cu@~zUGDs(DhlMoeeRHd=Xg2g&UP6Kr z$W}fPzv10C+N^AKEGSf{NfgY-=`}oq-hcY ziI{{;`&KV;?NhTDAqv;ZCAi>p^Ychf526y#%ITq)zrBXrl;Bo(xuv5|G53-*yhkAQ z!!Wy@>o+G4stb7f46`#?ngP3mhd6{`I`-Y;dIpEd$}=7M4AaFT^Na|Sh~e>pFkBW( zvFpY}@!0kldCkZzQgrCVGiksl>(LE}BJ=DB^N+swoj>s%^FLykv?RVgx+S^XB3Eh2 zFdO?8PRCu=xl#5$v$2uHh?_*1YrHV)Z4=8zg1O^v21{z?i>Hey1|LvnjZ zH|dEo(?5p}58Yn%c z{%xOZGK3C#T%=E%(wM>sN?6Fsr=rwo9>3OFWb8ie1useQ@xOb2HHNl1j5rZReP#!O zC`~C~kdca<+yJhyQeRF^RDu&?5U0jU;9k}<;;n<}0v|7*64vQ6)Dw$TR*GNnQ59C% zB?{erEtYB|abIf$8so;yzzaY18ImQ7BS*w%25s%h%cxn8nE$%~TTUwHK9SZng7PY+kOhM#Ps#=)ZeO z+A@wL>%W(6b8oYEjcpgB(Y;RSHCD@p%}CQdK~%z5YPzRrp?jV7Ys@ib7He>_H$s$E ztXwMCjXpAOj^v{tD#1qisIi3mxiw*$K5bqvNi&LO>Ao9x3Fg%ny7aZb%q4LR2d|)R zN&^vz)!lSYOe|Uv&cEo}SFxKf%-Qy9m~Z@uXX&?MrE+V4uZ=N}dWg_0-#~HACgm!3-m>3WltvZp~16cQC`q z!-666@~<>_S*+y{+3$W=L7odLKa>a>`SEDm-HnuWZs~?5X!%8*<8tgUKbm>B%v-#@(}- zDO{%VHrlF|R-d9CM5&@49(Yp~*eDkcVH0_e*s!)#fsOLn5H^v!hz;}9--+5y!c*S4 z%4K~Px)3^(neiQa!#lApQRU51h-TgDi8BATC8``f3el{`JyGWRxKTgHEzVF2nwvh@ zof^DL-e&KI1|s^y%!(%?#VdM5G}kOLKv*i zurtb0b|UFCP!<;YP(w@cP^qQQh!kRertbsrzk6pD*{J+6fK8M&kPXWfMK&r)3}6$b z24uq$!rzVRf;k3q>NW|U68a>sgiIAli8s6-*bc}<3TS; z*~kCxtrC`jQ&}_1hbQ-Z-G;z+OOHjaIqT7#abjWv@DcCLtrlAa@1jQM$EcI(qmRfKxn^q?OQhB=1`ixkl z@^<`!_jpIP%IjmWjXbZ}GVga}t0G_wwow#lwk#6jhSw6DZ+n?9?KtDh#jTn_?z1SD z(pgHl3WTOteMrPrm%9e|{_g|MGV#|o@T#lNYCRI9>_k6%o5a;9+QhgY4`1b6`gV(* zD8+_hP@^@hp7$$ob{;A(mdpet6_tI=K$9j-t&Ft@#5Ddl2BKTbMN%oW!C?4 z^NgMD_s;3K*Kh6QI=24uxM;UqpN4ZnrV8l98@{B)Q^$^|zOs`0vrljOkrJpWs>hyR zBB`5zQ+H2^_GF)NO(jpUQ%^m)c#g#yFTM##@at1A#v&EP_yx~0Uc>KL`g?%5Z~Jse zz9dPS6a8MI60Uq1O2tc3RQ&IrN<7_St&%t?gv0-6@ox#v#t}pr7@WT?PHAopKt_?JKTkjU7AUlRJ6WBhG>mq+k_!xz~JY$fQ~O zU50L-G^^yLSTZzfePs$t>Kwy91tooeAxS3^@q$O|S#{1K_h+9TuoS24BOiL-B^t}7 zisXkCiTdY0PCm+5O9rW6)yG;=oU)dD=&hAWc+sf_f?S^#Y$Q?fi=KOmUqnM1Hq^ui z(NP6F@;;426XH&j>$uR--JJ1RpWJ6V^~$O*?T_A+aSP3i{Z-4ww{91yzd2O6yH6v? zOHzdV@2xr6qdcOsQTuT6k`yQZyXO>-^hi5JS8@n@^(h{aM9ndK$w%B}kzDEQR~}z| zN(6PYlhPI2#&^AyW9HjxK8I5#CXW`o*>PFz;u9PCtjH456jSl68#6T;IgnX25XqRa zG00XnQzMT9nMH$+j2RnmY+wdg;T+%qfRVh(rD<>SXKlP0-XFu8Tw0!4J8uSAV|bHG z%QIu%jB5%io8r({HGj~j5v=4XcIv73X-j^}tAqJPrBv`^o^8ob`F1eBsH_Tp%)jx7 zT<|YH99B8F&sbOABYWFYR6ZU~G2vux66WQ$6qTEYQ%v}oQ)G^gyF=vYa9|N{8uV#c zc}c49`rm!AEwWM09Ka^>BC=ubE3#338^9)V7_woWiU)SK<~9Y|2ElJ#5Y5d#9at_* zIgLN^ev2o*V{YND1s+d*I%k>krZGwT*dE+mC2p?n(^!urDvHtb z?krU~7=dL}9u!MfE?V1Cm5&ivM&(4YY%VX#<8VLP$R76+GamQPJ9r$w8PVfjVl&H5 z9!HrYdfZEFX30FB$k*iYWZCYMuYH!#tULk@ffm^)j}BlHmtDt(d9cVvd2RrkxQseB z%u|W_0zLI~XHG5KtSh*U&6ZAOr9N}M37N`!i8p)+?Z8#pa1^eQH6yOfuJIu%<|;{3 z%e{D=NOgS{rH~+HLHgO7twcrnwLg_8_#G7%`z0#MZT+c4zH(HUgYv}?!(DZ#`V>Pi zNx8`X?tN5bqntE=P2{Ceyvqp_-&KAZz$S83Kp-~poD3Buc-LQ^%A2x%cH=Wyv9~-* z2TsakgE*yp7G2re!cNL>gE*x;7hT~REEn|HP{# z5OJ`st1(zutTV!{9J z$;9bNlX+NO2|j(sOFS+J%TY2oR8r#M-$S?}gWo$LnDt4VcJHFQ;6o8(Pdu+*jpoub zyy(&lUjOx3smDm5$UIBJBqPS>BQ=wCmp*XD+a5JQ%-G5;(st;?y|tm~at%&a0JTr(0*5$M zlZ?ad3OrQ%bb-+;UB-&b#$uy)c(^ zF21ej3ETBqPShwp%QwY@n9IcA94+1t%JK}>H!(B;wBsN6kP2bF^zpD*?k8xZ9oT(> zZ^Pg1TD|D3s-N{paIH|3GOfPxp&r5szuO(xHJlB(uV2I8pbB_dAFem@ZoEF>)F?fz zL52zWBAma=Wj{LZ51ZA~-DVZt3Ubrm0hWps-N0GC=uI7Z=bW(LOvq!t&y_nVp$#NG zZnHgKdHb!P@J$cUu_>ofjusMTES_7~-jSJYHLDzkhXh_Is~)8;F3F z@WHboX5d1}2v~i3&^Jf8kA79BTyQoNTgfI0JOW=q2sv-nyC=KdM&6k_C<0^AL;!DS zcQyb5Z|W=4^Scw4FHWnN&vVglu)S1*#hheeZ|dFRaxtU*DAo4*Io$Fo2z1U#4T7VH z%-|DMyfZGA_`8gEDrWv=DQ5Ih?X4i1>8Ci6BERH%`5Q=YtI31&XOD%6J5L@2If7D< zPPlkAHNHQu=JoPW3GB|J;8IospHPUyUlh8}t4mmtq6%2&ffi4~2}`m-9HN1jl>0BE zTCVds9zs--g2f;LG6v=3X)SuSEcKo;zfM(#T(XXuK6Qd;wR$ z@SaiU$to@>4bCo^5sJTf`1IMi0Pm@|6%=DT`Q&Q>eFm#4Wp&yU+6s!HoqU28#qE_z z2{4`^>$4w~vZFIIyF1hU5Tp^9(DTh$dRjrTo=!eNi}DQH?zV6~pzv?c@{FPq@Q6VK zr0x-XPanTAf)e0XK0)K9+|DbyHaRPKH>&$=y#ZokSRH-NuSRZ`FJx*mI!H5A{~D9U~H$>;hr-rstfmK<(SO=lG^p#K)*WH9#Bo zoDW4vz5;!*^@lD`V9A5kf(M==~PP54U8gU?0QyTzG*yf7R2*LoE|-O{A6e z2o;PITcYYx8byfc4yE;j?~aBiR==vMKa%C!Q;y zZim9uM#6a*OyWkkpJ6LeH|{@FQ@5bu0Zf8bSM~hm28ORhvhGfR8sD|gdRQPZD2(<5pFTTZn~?tyLt~@VmF5#0*B|9aYGT; ztr8*pb6VR)EKtMh7~)KZct^`61C{tVyVmy>tbb2BEV7T|b6??;vCaa^j$IB0NzBLm zSl&Xbd%5H-N@Tl@iR9hnHU8y+Jt#tClCO#xl!WloM87G)gpbWaXo$r4H;aSJ;l-6V zUQCIB6-^wp4W?hg@WEk&j7PMA5={6wmFCIgUj%SDXOIO`s*^-Q#34P6c>nIt5>ck& z#b8(*D#2tC9f#U9Cv*me-#5oK)n~Q2GN8bNIiQ#&4sQ14rrLmBe4+IRk3hkxde81RE%||h+~^?tLPF4i{{7;dd5C_1l5YX!mG+Uf)EWW1ga z_E(tB$Hc5Zou9jZ2!sAk$-N|jxl{-v%V8UiUVpbfK;3Z_9*M9B=5t2IUitjBTDC*S2l*XakFkJ0`CVY!nQU!Z{Odo0oO9 zhfO#u=sAe;R!m?W7;y}ugME5U=PfM0mW#xS3l%yLangwbwum(a_wU(ewc4yFoH}m` zoZ38?-?Q9IJj0dL_Z!!^1tv`jMpK~`f1m#Q$|b-wotw(#q3MTRwcP?U%MWrWj1$0$ zTrl28%~Zp!(&kS}kFpG!zT6&i!=@$dM9ZMz_abAH&`0Rbk=|jr4 z5K7oM6T&TUywE{j>`*m?+PM=)c%q4IKXWh0h~PFq8)9<{E@cywIM(0V4tUD!LtgpxII zfHz?c%xN5b#1xs2LYYc9{P+n9&l%&|r;n9N)sw}}jEQJI_ShbVyc0*r-ZfJ0u~8m- zia6wx_z+J?sbq;bUl5CwYlh?tl1Iq6h>$tYBiG*?-7;_bhDYmZno)R8TZ&Dh8Nm6R zs)->6s%*%UebUu2=XAQtUSxT9D)AJK>V!i@c6hrb9I9#lC3>{QB~D6G)WuWJVYL!$ z?I9$JDB(jlA#$;)cJs-H-2(bTlk?*WhO6(sw*M0R{!yu!$fZT(_`@U=5yYL7x7*|7 z$&DU+Eyj_aZ1ZAxF7!Y8jv?;+HV@#Somy=ME=EcU)ydJYD4mqW&OyLU4Zw81GAI(4 zWdPQcl_5i%O##3?jh10LzBJ z`}=zgJ?xVk?Fk%%q*Jm=nZU`>`lEDI{`j+B*xvp9>VW52{`{Z*{8xU4140jSsuN3)#tL=#QRQ|_tzTBl z%e<%il;>EY()#)OkVkw}(mG-2NFV{CjxRRrt2|;K9b<_EiBbF$;Pl1kdC)#loRUef z7{%t5ALdc}L~%kSfnsg+lXrmn`R#Y}xP5A)wA2*zcW)aE-5WZRO3>tCqjiI=dwDn^ zlVH)q=hv`oJa6ef9!`iP&|h>7KsWd@`BLPk-zb$-*Rk01R*n~x26#Ibz+2yf{AHm5 z=0Kj=J2zob2PZ0_oXWGfj0(SsPBtm7>Csu92}*#AQ?n%WVx_JZ=?iTHC7`W*@+%&m zhGZA}>FhX{s|`CJo+f3b2p~$9!?Lbq_hkSFBP-3pqGUP1VcetH!N^K;uqea<6IQSv zEMkRY2;hWtQQR&{_x8cVaER5RUhTnO!aSYN{ZqnHTnLAZgCjopRkgRal7tqy|aD6Kr zCn|;SFo=N6`s?{(;Q4uEHxQHpH}ccaFkU0~WcICajGzRxl~2&J9PeNZ9yT`a<# z!}BL^e)owy`}sc)^;3ZbE99f`C%e4sWtab-x;OulBuUQ07C-6f7acss0|XBcCz-oD z%LQ=~nCUrpx_f%3XLbQBz(iDLR8>r8W@JZZR(B0Rf+WCu1wtgjOC&{+5+(8J@enCd zIgs3+>*lDUU}5pM409uXd%)z$OERCPs!eV>_|o15RpB2V9c^W%45laH6*{NR)K zm)c~^jsMNPHP4_Lu+q2YSn1QJ?=0W`;N5rM`S_j3odk|2dt>jVXMhWg3r4ih%c zKRu^$7;LIRn2^p0lWNU1Eql`!n%r@%k#MJ*L6Xwh;e#p8zgdF;(<;#g(sp@-<)0J#?@M$q1CeJsTz=IH-0yQBMnlhpP4IH zyJp0+diXo5%d>lbkQzdpq^`?!AZ|Z514?L|smE8f<4VhVx4B)K=S<<*&DKcJnBF5r zbOrqt*~48iZEhkd{Ws=%b`)xgs+=RrH;{dKsA%2Wa%bf_JNp^{o1~<}6KV$9Ul-X9 zdgd8Zb$0tZ0&t4D5?`on4n1(&Uzfpim2L^8`d4#1t_3tjMeDP!R+_swCaAW&d4mp@K zUgLJ1R>>#qod2KZs-AO}>Fyv5}sI}uhJ{CKg zi|1zm{rbI84eX$s*)v=~HyoR)&kkICST-~tL!BmXgWsP>)<{H<%1C_CS;=fRs1DFS z(S{bfhn{6Mzx=8c02!2k+5a0?L9ORw^ndXc(bq&k{fAADPj(*KI!K3df1(ad>bl+S zCC>avv-HZrJ;cTv_9y#o^vuBy`kB*l%#w`5LM<4l|6N`lm-|hzTdoQ^AdMBv;BvxF zmc_99n=Bt}OqLsedqFpKF1>}h-x~6kPUvV_JrMYr>#jOcqBaYU+u(_Ioxt(jGzfUT z*?MUwM)TSh$L(pepu-F67t4!F$}Jmx(b9TJ=l`#&1BHwBFJ9oN=i71`_;@`o_peZo zL2&3{jtYsC$MNzjybJm?v&}UC_?UgBHlN+jc!tMhaIb48Cg81HG&q=Lk=@7Sqx52T zBrA(CgIirYDPan|WH1n7oy}mmpY3;Et>ClO7wWB2f)r#5V z$y^5^E?hd8n1#9ylX9n;HNIKpYZ*8|F3`hS>CrEM) zK{$B0&*~(o1#GoC@>lyI=nGjho^L0!Fu8D^!V)T+=p!n`-e^_gm3i zsl~s_p)2=f@$tm9c*)+QaY5Xy1L%q~DB!v{EX&=A4vwapxICQp>K-TNGyBnYpH5#! zhZ1ILdsqpH_Qe@#0}n(^dhHTb#|o=GjWOr=g={oKXut8FeBnF3p#B3}lWd3BsxoQX z)2)~v{9JaXHWJ903@=0umbY83!ELWxSfqZzgg^nQuR5WttxZ*XCG6rY{1PkY>s;0Y zSP&JY&8h*e{Dt?qTm^0W?#@PC#*QjLhgFwXbyKaVjeB7I9ZrB@hxK z+rln~W2SPL#sJEgc}`cE)9U(`3PS&gmBHXfMJ_m4NmngY01;%xfXqL&gO6?HTmd|L*QI#o9-2DN~V7E z@<_WYm?4*EAj-f%QOp5D6qn_5#xhq97{de6!J@yWqp7GrR_@vxQ0R6P#`PRUFF=B> zx!opQ^mKs~e3kJWJS38f994yEED-#XlylhyLH(@qihNW3q|KJxnyWMTrw0hCW*UYo z?o#zA4i2nyc_R&JYyoO=8)HR>O?f!@)jL}oBO-y^pbye8`_Uw zj$!qTQOngC@linPVW47=rB3zfu!3A-%?1UG) zB)~36I~BjoWcndY5Ehdm>0=a;O*U6D6vG2iaqL0eO1`7iR}D|A8^G~<%q? z0nw*JLPGA5%csZSg1G3@Apw$`J1x?v~T)eS9mUnnPe-2NJ?cUhfe7#j4$PU6e3OUv$@WOb4_ENF+F#Q*;6 zP7;O$U9n4L4V*4M=m%`0(=)lcRAaHBz#o%FKC0af<@x2ZZSOy5|MlKrqV_yfOql== zHN?sqkrVRxT$ObsH0X1D`_2r3*zE{LP&t*Ex861hA^XqH-%m(xp-)P##|&9;UP>A7P|%R$03)< z)h&qOfvDJJbw89`AXk?)gav{>E;TWmXP?pOfHh5YJ-b~z{P1fJ@O#V$26t*WDe-Z; z5f>wj28Rk}!yp$Qlp-0MuAV;b4?p_FFYa$!bJWe%7uWUb@I{)fqLt@ge zHe0#4*iC)4G)c|F`s(p;@;bP#n#&K<9s>;Ovb7}%q57B2+C!kAEY6FI)|Q+j*SvTX z5LACgtd8}Irr14O>iO22qN&un*Pbw0d6_oyZKBXn^{nb~hFc?AE4y}Q{+*X_0#iRCbbboUB zZu^&5)ALK2luTm+<=#nG&UOsDkN@&c6|-4DDX|w}E&N#M$YYju$I2*IFJde<6cBq6 zAtA^5SZrul%E>uVAXhJ93@(U&O>`$K&Z7y?B``kr51u73GWKg-oYrUr6{z>_4E1bB zwX4f*uIe(*$~FzCWsYIwHXLaxL`z$x)7`2B3Q$KZrCoVNCp_Gg%WiALWAm5b4hvhQ zT&0vi18Ru_Ya`^rJhnQy2G%CPLk)4#$s~p&vcO!EPH{w#6_>~JPwfh2n>g3<_%Iqs ziZf&UGsy>X&5X%NASY%|v?geIT_0(3tl#DH(XM>IK0dJi5^I@rWlw2Lpxj4NdoWI< za+~;u%s-PUiq7E!Ma9)S;{;2tmuvOTGzL&cj6ifmc6qGTzH0R&=6bmzP#h6t#c|nv zT^$bfZt=wYjM2?C%sGS!!s6(m`?2H{xke8|SRnYJRB0R9&i|6`TIp9+({NUG{J8z| zxOLTkGE;?3=`4n9%uFnp9Z161oH$P)kg^N5~6h9J$i&i4>rY zn4gZ2h0?Z@r(F5z1bC?NBvyOugyrKlHheTGZ~2wXRVj%OR28?Fz+|H&hg>n&7L#N$ zP*L1sGD)iBp1HP|BoTpX;%Nnk<4J8h{bcbJzr=EbT&EQbqk^=Ud-IP_gSZDD`|KM$$k3@?VqY3Yy&lIy}lY+`( zPJG%`N?|%lw*49N`&>Ek5GDwVQ~&PAA)n7R^&i6nQE}PO4IOm2tqyeR)HmwgBmGOv zxVe@MjerGhagCqweaOVQ7J?2yg08tQ*RGg{h48HuSc*)QF#-pgVl|`VxG(5Xti?CY z&zL9Vs%Ar&AS`x0-H#=s=IVNeus~3@DD8Tp)7%!{G(Ydeq63&9EC#L@&c~rzl`C+? z@IX{9dWYy)i#~t_g1^0Orqy;iDr?%ZZO)KmyUHI7Rc`aSwJOFJ2t;#f{b$v2@#c}X z%v_v~S2ScIW*Oj1J%ZxXz>qrI|9XT1p5p{#4tI}=Jr_09CBh&D{>xUn4D+i zT;#;ERpdNGkTX{mSjDRQJNx=jM$30_fHP9QHiBHx_8W3FkMQ;i!nSS}-a#MeczYa1 z*xM_k?7V~S(ed^;fVY`3HGc8|wZ+A5RSvcSgVR<4H*o-bFL7Rwog_@!D<9j|IY^5x zVw3h53|rbOoZO^E|FB7W3_zN<4iBqcSu~O4AT&u0{x9nh-$>&2I=NQ1`GT}U+irHimL+Vx8QgmK!Ykob%-~?_=_GB$O3Q)jI zD8)c}1^Oyxm&0H}8WTQQgPsFaFng3@D7Fd#ZyH=15R;#vg+&93m=)jzM9YL|Ljj%l zsAe{Hl{!|d`n+7zLM8KOo-Nv?@#{miLdaJK;kbT-uXA=#&&;fmdZ%NxIV>9b?TNks z@M-z{R8lg&xKIN#`kpG@J`RRoL8%}JS0?zH%>^p-!$`r;)XgF+TNwzxjWg2p4jm|BW_)6boOaH)cGVbMhjE6I@CZSf?`%gT+yCRH zIYXdsmZ-0~`;x)CNf8wuy-?z;;_dDupp9QVS*&oP#kCiimJ9s~sTi~rc%a8&9 zZ1`WcMsDAr_~lq=@H(!M*sWxM{w5ogZltRlo=ptiLpBoChz6{g$Y^yv-0oJ_O}(QQ ziMi?E#a|<_ZTTSZU)XxTD4Z+DJ{+nbBayXWK>n^4^1X7W?$4o<3RfGo^jKYQ%=I2T z7tKZQMOvQL|Ix+)88eyEzjRd|1uBCl6i=kmqkxFn32zZ;iv9JWxTJGlL`s7bf>S98 zcq7Oi?wDMU2Xf}dxZZLm#4Zn|b7S1(>A7B}=uiv@bUgRo7CX9!*=Lj6y=@$j`7Lf; z^K3FXln>ZM0|4HuU47}<`9tp7)uVuj33E>=v@ZP3oj*Dh=G6VBc3W%7kr31=PcK;r zPeW+sNC?!)Df!|3X$Y+xAecswuIep|?ZR(*9}n5d4LL@VRe6|f;2JkE&)Oz(S*jF- z8S&F>@C*VhOzLA;*o~#_tDj^eVIzQp$p;Jv)ocoOm|SIzIKLPy05ITI&@UXcKd_?6 zX9XJp9Lx=|Pj9#HZtCK=pxs@#M?&8$&ZvBCs6g5fXe%F-3j%ORyjXPv81&oe(3V7i znvM%;{Q>3PQJtrETtZR-{##oseNw7^-eO7iCf8dsZQmNyR)2i31Enhua3&s`$HfI7 zl^DFu)QvN}906QO2d?Q`^zU;OCuiE0AQ^etL30Zesd__eh?s>ZX9PXG7A8|@abSVp z#tIrVxEUrd9ddXqBSd^HA;6qC)t+`cB&K?=PQJPxaMb;GPM zgM*SKbI>TTgA;_;YxR^HA~^^fVPO_AQ_uk+*-SyQ0wfel*c9|MpDC2EFpJ(4PB2`r zotlvx43#9AfK@NNis@F185NU6h45qQ^C~e%{Xm7--gG|TtM62XIqKhp)F%u$p%;_+ z0R4=Z+{m_XI%v=F8t(ivEZ+n)Cj=<&2E)&4>fvOH09ux)ev1MQPB7e5SG#4wld$)O za)BMqo6-b9+ikG=SZEy}G=_Psnc{gcNhmO#gk!@aZF0gv`*tLSgAsPKp#kVari|YR zlNq!)P~WLz+ky{GCD$<$B*82BA?S)mYWVhelipaN}<()=lzu(;Q$eP@!Xi*Y+ivh(Q0?kTw z{p>NkWCB{0M4-h00mt|BLvDg(-)m(BDFhoB{T=US&f_3X{Sxfy1Zg_0Gd&>KPGkj)>6L%<)@lg;z`J(V=(o$Pz zBTFRFqQDbeQ|PDM71K@83JbI7s{^0N?~Yn!(I|Byzmp~rDVtqQn@Fp!Pw;A0k6nJmuwo;%CrwatRSIHTTS%wjV~!lt~Wb>P?4CC~kLL-Qel z{1Te>Vk7kWm%1wUd)cB5Um7>xJ{wD^WsuNOzOujVYHr23{zmd5=2K|kBl{b@!3{Ro z-;}^Oqu$?~XlbgXvok35U`%c~jAiaYAjJ>*to- z2tVts&Ti&V3nyq;Z*u=?W>!dB@HnQuN#!Db={VfnA|`neVhRl|Cs#>&gPUw_l~e-b zjCvFCnKE~6R_aU{$&m?!GS^eD1p1CGKf=J7~8Ky1Nw9>mW&zEpAPBy3w1i1EjrF{!QG!&E1HbEKS`RCbhw}615NF$_DS{uB}u~8 z2taoRWSaU#-T@g)pv8lzuUTB)222EYS`v3OKmFs-N<}k?tg|urP~0bU1O_X~~O9qoGow!tR zZ7mUWjPI{;NH)F}C28Jb!1xYR36?*8NHIgwO5iLm|(INnyuZYmkx(+;}k-8#+iwyDUF+q%nsmqF= z+LaonNRCJ$bY>U5&pjhGOesM!a_^kHbx^}c$C596NNpXAEQx?Yf!TSKzRb0NO$idw ztp#j6IH)f+d_*cWIJBYy@Pq-~eF7&wlQ4(CNjjfbF(V8Ra6*CFyUFTcawyQp$or@D z@deL(^_qUR+}AIh0hrX)YnD8*BuH0-25azGZGF#cWNNIo1;!cmHPkC0XB*Ls0unb6 z5l3t5kn5lHjGH3eKb0ui2nr)uBJ_|(a@^sX870yQ43aT;pu|_IXnPq-+%%~xRhYy9 zQoW&^DC({iNNz;rGlVXcd>F)qc2)_bLyKz!F6|WpF0`{eARW3EW2d_D6k0nKlOFNn zPp+6sl2q&(0qBn6O_8TVeMy2OY$YGij^gwvlj2HJ0KE5e7hU!D?4{1hW^YK6h^`Qz zJCBD~#gUGQV(_W)uoWfX8w?QOIqKDlXA7x0D#?+cNjh-3ztQ`=%u_3x5+oz{CC*1C zulP9q?6d?Nd*tm&r6rgCan>S~H!oMiJJ3uJg* zyDFbMLzSs@O-m9fC#TUzhmwv`;LVe_aW=Ji3hbL@ z+h%#Vpv|u9!*x?RJ0MfTMK4Y$`2JyM2R`b1T^2Xh!R;%hj{0`eBq|*eN`$u^*R_E@zE4px=rE1A`fV2RM770vv#(14?uDKN@ao}^!PC?x6oq7J` zf>4qqc#RNHUp?btF*RYn)}liAePrNau=)~nfyaqqu=QPgmN9T=~>=#mJHjVAia~IPlmrkAu`fZrSyHWS%mar`!;! zDHDVREkT_Hn1Y8veYx$DPH<#(AT#f+n;_ZXXb#?kVk zbb8}R6>5Ltx%IpXMbd&?6cQ{W`7k}_UNg^!mADv}-Yk6Hr1iO`T%VjybLuF)Eig#P z;K4q;w`fb?CQ9usGKmAE;)XiVdb|~Pp?QXC1qL}8JQ&JpvUh75>fna}BsZ6>ESZQ# z0SBI=R=b@us+yXkYDpr#LIApxtvR>CC1-1NrL;f)sqUNuu9GCt3ecw9^HHwkB*6%i z8MHW{;W~hS*ipIzXjvkO76lxf0CHHa%t0qSS4plHmOzP(^|&h?C%~##w);)V7lkAT z*iKxCPKyQmIAx^1c1~7FE~8dfh(_>y6}nEnKjee8#>o-YmKfyYo*eRf*t%t6r6<{| z-4#vkyB9oeQoDPuRGFQFjI#55yV_mSWQyYk9aKfMTAVKRpnCq!dkd!>+0qZKC7FgT#$46+?)wv2aCQlsM0kY&bUxKWRgsUXr%tsfK@zr-4`}X(&yLqO#pcA<1Ee|t zgb5VzsH4IA3!4=;Kx%)1lxLMioqE2=* z5+qq#$%o30o6#d)&Z&`Yqa+2u!-_j+U!^N99(_gUg@*RXs7JXJCrP5>3IS&4U0sdt zFRMuH>h|J7JothNJ|5nG%?*+|%k1fTZ!1bf9{a`4fjBo-|ON{1)m8#CKw zGe}LsjjSMr-Uv=Cs`<$-$xU7@9qh6p>CoK?2=&#M`2=oqKv0q-y)^>RouXIIxECfD zy%rV1@6GP3&tvf%^~GRJy!vSDtM7#4IqJ*tSmF2TJ1tRt^#&VgN)E^*NVfeOVaI!e zm;4ONzaa)>;uKMwgU?VrfZano;kUk`Q#hNgyIV0i{PyzX66nx=$inIs%xt2*CIkyGMgnB&K z$BP?ugcz&1GvWq`l4&Rm5b%6hodKTh4n8sof6AOT*>2Q&}G+v4!7Trc%1x*Va{k|z@B(ZGj?V(a@nq1YA}XViyczDdVO zkWL^?-K4`shG_v4w))*{^#Yf|&2^m^EF77G)Ow@w6?Bl}FIG!k@4+NSc(sVI7;o3M z#c_MeGyB$x5_xD05a4Mcebvx8D{jMByVDAk&MbX$D?oxIbR{3qPQ57U zcq4w0Pinrm)uKdrjR68qxjTnIB$vB*284YCgj4RcIwV`Ux3VPF4GMJUnGfAJY`46R zQzN%D9~`{Pm`;b_GvUe3MuH@jm3-*yq#X77L=%W~;tyXzmO6Sssz9Dh1W!9YJPF*^ zHzienzKA(B34}0_iNS$c99JY7?v)J5A*huVAfZsef%iJMhq~dNj?`YKmL%b81fV-X zz-gM3gTP7JE}|NK;5vc#V!t+1W65D%6~dZp7|^W!YL zno&BCC$quR&RckDO}fzdBCE-%sdXz#W}z@pG%kULF0#u+K#39wXbcc=OGG`S?H|sL z+4K_Wsb+PZ$4CtABq zivvlHq_ed+(8c9L>8S}GtpOKt`+;!9;IX)Yu0=CdZ!Uk!tuV4Ww-5{+n(I5sVWRMqh4cGq2Gu?E97-=FA zAc2YNAupDfCuhTaxZs|;nG?59Az{D*e^PGp0^a6so z7?(bnIH|92<8yNA+scw?7!(-9XIt*q6>1#2FXsEM5IH4L7dXT^E^Saqat+$`iEU*aY~1FBB{?Gai%xx>InevO6jCz>B}hi@nFRt0`zyW1vAf=6uOqH>w-?NpatIUoZl{S@WmG^Sj2y+v(N8~kfaqrvHhSJCqS+yvz9$$X* zT=y-7b7xYQ-`E00HoaXsv+&VKCvke5T5?j}Vx>$@SsYf^bfYQr@#L~-Wl7o_6qE&T ziMm02dnHC{o&aGIi&H_Dxmmlmxha}r{l>cFgQTgZFtP*^K!GV-4!d>joE4DHLCX?3 zv?$=f`!7v#ld1QlC5iY70q8tOYRXkb?HUCL=98%zY%fmY(PM!OpFQcn=D9-Z?1?2W zN~g~p_`**5p6)zf9*%Uz2p{)IUD(Ma%A71jSc%8drlj+C%H^)uI*sLrLm^CkvNl7G zBDf_O*sevc=!kDhEUxSN8S|KQi&zpxQr7d%iNDC&=7tW#(X1#hJ}!$D?YleCO?u^$ z4mMx=RDW&APFE$Jfk@x4r^3Yehq=MjydTw++d`eB$wwDb`%#@Vks^@5#ElW=Ij@!J zF#_UZT>3i6r+DdfIPzlVdhZOC=b+zfkx<@gA~YV?{M{^o5e?m8*3?;aGL}5h+CJ#2 zlczF$#Z^vj6*U8?$JSB^8(~lPxv*kRH-Zu+`kKZ-x%1-^>AX?;ip~$DXt$v&9JtG+ z9+&7z4brla!I1COXlN+9YRW?!<(R2b_iAvFA~%K!Vy^$tiGF)-uyp^?vP3E^3OKki zOFwn5bxx025Eo`*U+nA|r25=hhcLq+N|sDRqXZ42o)*sOIWr7m#D$qCERb4O?M!?+c_N?g zX~%~TWi_=kZJ#=nr36U~lzf=N=^@p}AIWpJO`{}<;0hsxexkeM?Y?sAEJst5BoSR9 z0NqJ<)Hl2-PHqRas1SZ%RUJR1@m5Mhy_3(A>qRe5q|&3oAdWK}o@ZLN-zZ5E2aN!9 zr#RHJOvRx^h4B00;7th)ve7-{yibtYlo(k81)#tPd;rNjh>##$IFXtna*+{Q&ZQH4J1>{Q&6T>H z*O56$tv4F41{q%sMTk$XSnV{O#qXiBrZfOAM4Yhw~6 zG7J$0;qC9?I@h*2ElFgd5P}m=nJlXYD#=ik^Kr~4a8lJ&Ok2J{ra z&Q#HM*E05X=VqSb*SRX%?mD12A;8I9#XskRcN zEm0~3`+3L8i9B>xo_k{B$WEw`8L<2amhSTC7d4D&##Xm}u4+oMC zTqh2=mnS910r~EvgMD?9&WRs zf+p#}b?V6Jf=8+3IzobEphWcCRoZJd4NfNk50J;-<8#;NCHdt{6$q^6IWEKVqO!zzz zb(P!aJS9n;C+fw;xb!{Z@8o@uhEBS_qOEX^aP`Y)sg1KER3zr$!d8yEHWlA>n(VG5 zNTv~5Qci8t$NWa@8O~61b8NXW)|#YJA(>FP1v#U}Oad*gM6z{ZF(S z&Dm{|YX4T0z`$U@2)rdd?JjBOG<8Cm3#PWDoivdKkif(>#bv$WBbn)@P@-fG3Ihaq zzw)%JF1>xQsr^a_6G<2x&~WWg(F`Ulj&wUHQ8ERE0RsFaA)-zX)z-R0xjK1gSnU$? z2w!ZF7{dlh*KZF*(w(?Y_gf=Pqy!`|;Thm*XP)ygnwkOj;$mF-aLV^toOUV_sUs}> z3Dwkn7LH7j7Dt7lxMSZGo0BtJkm}g2D1nK=00BNudsFbfW9m39$q}LZej;zt{SDrW(H$6~ga>A+PT* z_q^AYTHi^I1WnSRI4^X46d7y4Q_Zd=3D_+H&@oM>BLCAi@GmYd=?=2vmw$-Scz>wr zHq8b@6r}>neq>~nTYcd;BO9UkP(Y9e%H2299 z!@-kqh6=P52~Zr?$Uy7uep9|&uItl_wY|!|8C_q1~D}^`l%YTG1dO z764uI!UNj;0?;A>iX4||?nJQ%v-PzCmsEdOr**+BJm0gGMCd3*t95ZKmir^GP_v^| zCl$~b46@BD`1QMUEo@{07TqfwmbTy0MLkD<717|zk)bNhB!hzF&FWt4%--CJjDo6W ziFw!TD#Yup6g>1BKfEme$o4Cje4t}?@Zh4M`R^AZ7<=>dIkUk>b3M)#4k9??%62`x z`_=6mjKtt^fR_7pKch=YWm*maqha06OZdDAapY zX?Uyt!EA5n!~z`iL^k*pZOUJlH?;ANxxv@wqFZtSFEumQ#paR$&u(V4L_kVS>2>a= zR0)g$(rI!`#o2AQ5(q%ap{m1@PV(QCd>nPQL-k?@!1aj(`N54?fJ^SA)&(+K&vqv* z5s*^qu)Cm60$+DJJ9RKJ0gE%q?RvYfR?p~;X%mf?YUqtA{&a2ymH5cnC1!=>0^XFc`v2J=!z5oM`>HlyUuOKjN9);?vFJSH17WH0vz z^)h%lAJz*1djoqpfVEI)EC(2jI{AZp83GI!4kF(z23_{9GpzOXgpAQ~0#`i9n9f1q zZFi6_rE?Gw4H9vSU@XqA78xx9@gNhhh&3i>6Uku_OEgHB@kZBn-N>9xA!WQVC>R9H ztb_BOH8^K8NSSpAO9lnGY4QgCGBizW=ud8j-NC;M&9FWECxf~JfEhsTAwb#5`q4VO zh%-1@FBl~pBp?g~<{{t=1rb}K}1eD{n5t^DJLI)l*5ZR0+}JaurWw8I_DIRGYXk9I_FD-iRIuT zj6`M#F3wn_Y-DdVGJ}!Xc%)plPVFcm8>z@pwICMe{^7O@vD{P_P0`#gRwo*F*)Hq- zVevr!`qBRF@^YaLPJdQ5>Pla_myG5(_}p4K)UAN{>*ID~hKdp(LE7|ui+Zu!EuPaI zTMy}CLRt)csk2(I19&yW&OK<+6Kv7;o>`#a_tn;@=2d+i>F3I5i$|x;vAQmc^_yy| z%dx6=i#6S*rS2-SEppK9jS0HZHkKDf!(HXu_d+o+gI3=wXjQHk z59-~`m)9Y`I?Pg~7auB>{tdy$B8=ZSFJlrvz?c&lVdJlymobSSV9W`C@ejye@y_<5 zT(7I$Rmd@J=Q>7@5aHdwB)G>P9-#hK5oG_%+1M+PF$y?jVE%xM$AkUsN@>JLc>4sv z_y=XH+aJ&^y0jHz=PY)5G1unPSob8r+}t?Jnksz{_v|0@`u)i{wy#o`mz4NBv z`CpOCK>DyZgWY@h^RHH$o)pUF`+JQJi{tbEMSh#n64JN!ZY->S+q16yY z7%rP~!*?2ec1Dx-G+SJ7{X-Get#9a-DLNm7b#FFz!`2{!?}*Z;3$Yl{J1Bhx35K!y zZ!CJ(_1}R7(-F3$8`AIEmI@LKM|dZ_u5JK%1>R{PgKsRNwuSJDBB}@u)>a4DjaSRd zmy5?wKT(G&H47TZr+X1Dm)m-Mau%PzOb-SMVxR$wv49dk9u8#c^R`KOKr38|raIKS zNI48<)N!N{x(twkN>=AxDi^Vpv{R$g*$YLa0Q!B2m@$(=520KXt7oOUW24?(R#%I+ z+J92tUHwaEh;)rCkKliQND*O3Xgnq_u<_sZT%qx!&NIeKQDb#5$zEUOxHG0}go6|W{^fbJ=L{x?L;ks^0F3e=-6(yewVSv9^);|Y&m3m> zFx?C)+S=|JZf35n_JP-Q#?G8(0!Jyyr-n$POIPDbez zfKetT6g)O5L)RCFvboWzsJ{vBU%w`G$WsEwd1qd9*|%*G%RK+-Yhn{{hbi8lX9}9A zmg333culNf(T72PdY(bLk?y7G+{gj<|9(vj6j28T`(UQQ>RNQ6|Lt|Lki{P+c{AN4 zNRsUo?w`B{rT}l4U|d(`?N2C&j}B`5oy@x1h~sm3`zt?LHS3LNt|d00VatHE>{9+) z_fAu=M47%PyY;2II|$Kk@ox39Tz~yZ(G=UmyY%GiW+l*~d`Sne)3nN-Pms*cvPQy3 z3VWmkO95Eq?SMsIV$GQuz9SdEDVt-v`Yh`2v-1cV#Wm~QBG@rwjQQTL13x#z5`Dr+ zjU_o9e2Ka$#hw-p^Rp-Z<5}BBi+CgHL9-6?%EC)#4LLRm4JWzWU6`KXm%C($M@Vjz!}PqZH}K%7DBg^kEkE{ zn_~%kic3h}`?Vy{i}k!ylBRr2Z-`ZGaXW^hIjNKcfK*Q;z$e? zLbaonU{>lvS5K7g1+M@8wXs)78(8aGGp)6&cT4IHtV*?oz>FX*SDWH+a1Qn3S+>WZ#cJknSqCFeAH z$STt8B`qP?h}NM`e5O#jUn9y!fJnBQ_ZL(jOrSv`zzZR6x7h)E5Qc@bQoC zt>PA8lz3p2Y=q|R%CV)FxXm6#9>7j7cijN#jTkL!*dUPm5AblL(csu;@I$OG=MyB6adHY1#C~_kdN(xt!D{XG zd}c~!oSH@jH*9l5$r__B$r(T0?bY_M_1mXn^GUfo)YO@-=};ub_}7vd$B`uejDOK` zOVdlws@zk(T5iw_n_Ro{Lc~y8`BcPs(8UnSsW<#8(Z7&hSYa5kq{6Sate_4~pct#p z(yhzizAq|iW>D*oI5qw#cxJfp2v&5;+?e|-=1vZz5ZtP>egUixb_d$q3AZC&aN zFV(?kwQTw_%n`s79WuldDr2|c2;@U?Q!Xh=={==h^ZnQFL6Q0lp(a+=PEpeYWLBhq z?LKJ08@^D#=QF-96TZmMEKC(bQZe#VF2rmw6W0Xxxob=T2j33V5tFoZVZ!SUt7 zs^xYTmm#pqC}MKb1xWduE|m&aM(?|U$TNKnl2>>mASdc7a7IynbxcwEwc9Sy48hh` z*#jG|toLbGzCSWb&B3ZUeZ(+Yx?(MxpsvUlCHtk2${+0Z8(PW&n=jNs1zw{v{RA#g zQx_*1g4~xoQcx$Dpt@foHrp=x=jJyaF3cotzzNFWkh(#exoPR2dBuv@-A}KJhh)?> zRiGvKi?3K0ix$cy*p7=T31QWCy1#KB^b+-JHDX)gVw>|=xXi9S6kod(}siY zKdF-W?4TfaJPqP?B2Zy%{idG>JcyU3AIL$ypBNkI#rB3}*%|s0uG37@G1{bkb%LU& zy*g~;NV}kzf*I1!xe8j$P=ce|gPYIzz}~BF4-_9Lfpgskz1|z1oPK!eAjTxGVC5}{_-nV$0CN(!P>du8mvDS(o9>$3`1I;HK(~@h$ZwLA0xXQv5T{| zrmsFm`uw2d_?XhkKv=R>eDyKKqX!MKI&9c$hg0DU-M5)OD|3XdKQuZ|AvspgX&2?M zz4Fk*xk0z_ZG)Q-zxuYpPKj{^#IQelIq{!;8m5XX;Zc}Lg>0fl6 zUL-*fDfS0nZW+O~+;PPIGgaO6zs&VY3tyG=JTU?jS0=y;>bNnT?)21;zbC8?VnOqJ9jmKquM#O*FtS;C&Qju1cUe=-MECVq%Bd$}|3 z4>;|gRTSL^w4u)9KPw!0<}nDPRRALt0WKCm5$v0quGpsiMepn=_ga;o?yBdfk}iMa z3mno5ApjuN(7>yT3+TH^NcYKybRFEWetInT>YRDHw~mhaY1CqkC3zJe!%81lji5#K z86XGc+&)1Bu54&KjaH3D9o@BT=}Q+Ph!Yj`2trABY&-&4?N&{>70WQaPY}VIsG>s; z3c4+11hCpwt$zxInBK9A08ZAB^Mi`+5JZP)exbw6_H}byuCD2J#y+Nh3E;$PRG1Q!3AM)Ummlie zSB1sOzcjmC7{IU&jL9VO{)*&RMV_xe4kZ$;VIGy+kINP9SvtJAT2YUaj<0F`idB#F z325$29BsHX`1>|H6pg!Jj^jP0bMSUopXlppS9BQ2G&SO{lOkWsinl>FRXcTHE{j#|#`Mh{~uPB!? ziV^e}Utj0~M(5~-S6^RRPS9n1eepc()z=qI37U-eu6@nBc(2~O6eH*nPg(5XLSL!E zWUb8njMA@-)2cmKL7!0i@8i&5;<~&nXjG7?ls*HQtMXgKpp`pN8-_aVY2=TOkEAbO z4Z}<;BtvStHk2)&oKDQE*T#^7HfHQi&4AJ}kpqqGtPA?zo@Uv; zujZnd?FKL2O)gm<7d(H5$a7!U{QQldKb!3|6xf)J%Z}CPFxgGP^YZ1{_!uxS`kkVE z^l3G$?Ed%}2~ktidHi=;eBQaCkwk~G|@zmc6tivbS5-Q&>cAqwWm z-^@s?$c zyYTHLMY}uTYGZ@yciWD~sVesnth&7erWQ1aMr^9zK4@QM<$o78wXr3tG|2gc@)$Z- zP3@^z6m*^pZA$l2n>4D9aJND^k8NyFwWD#cwhwkc#FWs8b4f82&@gL0bcHc5u!?2Z zl(eiX&W3@3l%3_6&+Qsyb4p9R;+$+OP_mmX^R-n~Y({B$SDcXr1ww+2>>6P+I){yH zEKo9?>@}^!Y46Ed<6iYex4^~pjajr9%)o4kmRH+P~)i&JP-xQmxx}nu( z+r#2(b+udU>SJ|zyZnrP7q?>F48`Aoa3#>5u?)Nx72SnTT;W%KmC zxAi|4Pt3ob9%*!Pv0Tyw2OY#s2SzVhbsZc}c0d9()~bEZ2cub?L1*f0-$R`(R?yk( zp|xu*4PmaH?J3wC7jL(N<`3&){e;FhceI>sL$QHY)zdaPI>3w-=)_P-* z2DCA|cgAZ&mz(SkwBT?nDKxl3Ab^vkkjDf%jVht1vBUP4hO(8EQpKV$tYb%fMg+O$;lRE4Wn63dOVM|J&)O<1J zQ!EPIjRp<@Xb_L3c0)+3;a^QG9UuWs;;~c^V#P6gz~g+eG|mBf#AB%~!;WUQ2Iq^V zA#`vT#!0LiZGVjlx^YazNAP?vh?*+;F1giD<`l*97pv^$dW>%qKyIy*geStgnx2Wd;M< zmYWsL;QVYr@M!nq&|p2P#W0_~@)je)1Nw|=F&sIss>KM?fHtEdmJvf4)m=v{h78W5 zB9{5miC8c6P#LQhXOCD>CeUdhGi(DcB$@E58bGGX88gE$0cbEP<{AwGfzHly&mME* zRG`&Be}kFjg>o)Gr8;AOBLoljKSM99t`~v8uI48S8Z@AdrH92^4UIjmio;QDol{?_ z&cMgx68YaaTl+YRBCPP!d94r#=7UGQ21;SLd7W$oiy>_AQ63xUwAbr24DNS1zv?|P zXsoil48E@gi(QSub2jcs>y8{W|1g*4ZgW4lZ{{vER-~ZmxAJJ}Bnhg>oo>zFeDx7d zCJ9UYTpmk|XqX4jo;<%31X#ir6Jp)lw{(D0wR%LElsy|@Y%PtY-%+d^M+_R98|MR- zH)AJ|D-0oDO*{*sa8ZjRkPpH zB>4H}pThXyZ|(~XSWEoA-)%s}qxEAc{+~KqAR5aCy2bnTkoFekBG0Ih;$?Kck>Ft- z(C1+^f=1;Gl-cl#G;2v}KMECElWDy%l@)XyEW2ZQdD<+Vs^xX+7d711-OaWR5(SnZop&r?4L9vaN%^m3MABu7Bw10e4|BY5b zE??9Qod`#VZPq8gsdRApiIM-sR(>FSCy;#W&al=T%Q&10~J%>~`2Q*gRlJUa_SejbtO^rCh_ovA4V$ zx>TUvJ2T3Vj>cSP7~9#Cv-;P|G_o1X5= z)k39FlwvivdV|8!J5c(Jfn$ILloIA0#b9s5=}j`#VM$5Nj{0A$6FIoZBfU-q(4oY~ zBWu%jS!|Bi?Uek|q`mL!zdca1^iSJFSi3dTZ19Aybj_wvg1TSNtnSofz|OC&bqrXf z`=U>yr<0&oC8fqRVpHs^eh<*qLDj$m?Tw`EjjS|BC(5q;fsTy(dV~&2GE(~_X%FkL zR-+@ND>y+bmj~1l1`H8Q`kZC)ahF8Bug^+pbeNR($d1;@l0Kl0^=6z0bP^_@N9#mU z(p~g3xSS7_%OW~gB|`%m2@4%YX+&Y4?%JT^fmv-D-GpUQsAmCv-VKLC3)3&{9i5Os zi_OH0esHKdb1}JGpj#wQ?3oKSYIoW$cXZa)VX5}4yDjzTzNUpS#|eEl&@Z)isi_pf z8SlDwSu~)Lxtv()JzLiNxN|$iz^;p6FIO2o(q@UCQ&1fVXcK9mEXZD)Cq+Zoo6x?& zg9_>_Pz(-(W~x#S1!xk<-bZLcqi@R#_kg(3ons3irF6JP9TjL6$&f7IP#Gz4w0W8p z)!^c_vlJDWK(BGxgvzpd-PH1o@&me*WpQz;HoT=eZ#EI<0iA>ib)oHDefdjkt7W3$ zPnJi)GvxP zZ{*LLWd9U`_aWv;PPQXfvZ+?l$`ubx{;DXhQDFO63)Jn4$npghe(& zJ1H7O4Fxb&M$dvZU3WFKd}tB}=<=0to3BoGZWf=Y|3BDNYMDy0dVZ=JeiY5%x$tPy zTX6%OuP|m3;ijaM^$&MT7?>a|Y=1>bS=yS34}BBBQvaRL+&>#TuQ=7r5-_Mo9Nnj` z`apDj9{I;wQebeiOsbz41q67gAskc@E`jdENTCo0&upEkgNqFXguP0ahxLB(?rF2R zeR^Fq>vH`z-RY}FDK?vOL(?$(4WDrtJVR9r4AjmsVBjh=Sn2r;dbUk-a)2dj}T$pZLK%&i`^#9BIk;^3eLwvfh)|w>|iT z^`Pm+F~|cN3d;@$G_0E!R6khB6z3}$+R>%q!1u=|mk8BsbwB)R<6Lbs*v`(dzKsdy z!eH%yr70N29cb{hs~IYY;Lt@_yA;<&H70r-OV@(s@pjL1h`}BA>6%E;&|`9JRjXa- z+%dXuh^7Nr9XMlb<)Gj$OnJu3pcS+4W-}Q5!Ii`51>oUAgUPXHS1;8D7DoJxu?KMA zJK5sV=zm6wd$`a*n0k%-j4Nq*te0ww11o~TeM9NK6U2u`!h}j(qb?=vPETgK44y2L zu8V*SErjX*AuZGm&#rZtCWA}Y=4c|KLmOd5d0d;rN@Y#Wk~Yu`w0MKVN9jt%NkF&B zEnhb>c=s)z1PwieozDYhq%ztOB{VpcG^2zf6rk7S2sbKIKVyUo;zOg!eW+NTb;drF z3k&{}BlO|4rF{;qtLbcoCt7EW&;l~F5bFJIr&nh-<+i5Xer*?nrtQ_g9_jvuUIWevjx!s{2h_ zw$*Oul5hAMynoAH?bHem4CV}>g0RrpXg_^I7iK(Ehe^`~4n5=8PSWF0hkGLVaSWh{ zFaR4--5JH^3<2i#dG!t=x1!bWPXes|}+0-AG>(g#s>{hqE z^UxIHQrA~utLxwl$wdBRIY1d9*^Mi+s_CW+bM&B9p7vbu;Ig$$It8deHDPykT(u0B z&a?p0*c2+E9vuoycC=WOx+_O>IY1fV6zX_s1e|MdrX`beS@2LnIHq<;1t(e!&U0lW zZ^bKN3G}|&mmAulOM6-lG+Cg>V;4`_KbB9;Umnr@@Ri?IPpaJ(P@qy+Z;YaX!Vogq zQKFub(wov(Yj8onT{ITb9JOpN(CZKS4Wi1~p4@)?ae28=>+ZY}|HnfKNF?c#WP^%u zGn(}}Mc>P+(Ic=l`0>I$y#J^3kP=WpFK#KCa`Q=LvQ#Gk!p;e~dp<9qMF*%6CWYLPOoxrL#EaQ68&6G>8Z@3o7h=qOW*+ zLXG6d`;}P<{1J6&DIca2ZjQ@!c~h-u=%L_U+rbWsk{xJ7Cc;7ip>I205+C0goR`hQ z{?PTUe$aP<_RzP*+pYZ!&ExUrHO+iQ2oY|uI^h=^0_>!J4Trre=fVR(>Os_q2oD5 z*Ut_#QoKHGc>o-oC7N7DQRR9P&_-CL64iz_eyT!S)u-K&N5e@YeFh^QWMox11L!fe zRF3VSliDmv8}Ke`=5lvcDjo@FBdoq0C>1?9qbiW6%%ri6S>?hxKo_CG9nj@iAL+V6 z!Nmq=>@w9By1UY*08NCGKO&lJ>Z`V{2my}dFE8n?Pv&)h@lFEWC|b}sTy}Kk>#E$+ z%5c3x>aci%e=n&2N8`Ebur;P#{<0fI0h)y4LsSgicD1Q!&Yzc5{`fGG1hf&BH5*Ti z3epvnmCB^sB}N5@5d@%xJA|Tp3m0Xxt0`Tp7H@UGsY9IVJzv#)F}k*Bu~JJjhzFwX zV0q-j6K$DLsm?Pr5YTU9PObl z3P`yF87?W`2fvxEqIaCQ=ec7}4yCU6?OD8^$xf<+fu#nDuMwOpfAIkYq})z(YpZHk zZ>hasyoFyR-};4ICIg6v29oY--5^OfWZES>xaf6kRS@X9xFGHhorH+{m1J;_PdZy( zS>)K~>DYO*ZPIM9FAO))l0qFipCz5}>~6o*g{@M}tGc0-bF+A0{Vr9g!Qsb|Wj=%n zo4TEW0m816+nzAE;&(Q67adBtOKRdu_!VvZ(4UqZOgn={=he-fRgcmYE8XC3kC~?K zK$9#iRKRmv*r|qMGrKBItLs~;f%?a4%@;)GYG!>D*w7vEHN|d|k|M&-WolwMF(84Q zJD)3&^DEA`&clsY7crIN+Ei|7=1S!R7+CBFq%IhLzpF-enEd&(*sOyBy%FAqJkVx$ z9&ZB@$cY_>)phm8;(_`fZ98{6t+_f39tbG8E3DfJKvSJGi9v_C(LqsHYTk(ANB6gn z@h5DpVV%P9L$n$y+^BST<2XPevG1)G5Vi^(EJYT2`!r*ptM45J1XXwb8MdcWHcxah zz_K4cBIBDs_5(?7-5)>vHE8(p1fYt0a^N&o5S8s3IeuI+lR6*)l|nURoNxw$M*PHT48)5JpB8pugxrX{!!kA=cNHPA$u%r9 z2nx#Lz*qQdFLlW^EHeNJy6!Ep14Si0m+I-EcTSdtWv*K}dJ*@wx5s zJ7Ki^V1Llok9(vA4C)gj3Zkc7CC?vGfC|zRE25AaoxdXTWa!%yJ-hvS$uCelzh`%_ zu(W%z*nnrZi@q-l+9tK^uJ$gPE52rM@KAW$gOh4#ml(rYVX?Ig ze(ZMza9GMh9^h0^Bk;w=gXo{(b^quI7xl)lRAgGSEsL*XZr$wC(qc}Z( zb=qFgY2WX)KP2DGH9apQ!G?0k;pBXO%ocJaAW#!mU2ttgAI!DtA^-(?qW4`Fo6DtH z8S*~;{y<)Vl*{`faG)vngaY45ZkVelGyn;@;vjzLTi-Er4dTZUK~`*g0-t)lwp?vb z3=c%b9#G&zu} zxrA@eT)BdXARDe+{-@`yTmd`~4OcGz!}C|J2xgRUMK?L`)kQ^gSc*iUvcN zAS|w24}Tn+be5HN*pupev5^g}xQtI@dVgASft{6*2TR`jK{b z@Z5e4Oc0*r5<(~D+%DmCWW<@TYIj4UlI5};J@}yg*L!-nNeUggX1+$i!ph>rXzY8x z?&X>o9YzId(U+f{wsfb);YG2%U3_T$E*UzPFArgYu;|Odk9`y8^5p?Y&=tqCHih2( zzIbSUx|wCJ@hk}k#N0!o^q8spfmGmsJkz*o2nz(oZn^i7U%fN*gacr)%nRcMN_H6QaU5Q_?VvQqm|90 zh|zyFS9>*!5tMx*?XB3PiS~=_S6;2IEg`7-aXwX*8+m8B{MlEkY)8qc`x`&_h41)+ z`tREr{TZ#2-2%Q^e+DBIvN&Y2tzI5a4IOSocMD>9+@tnyPw7u)d7PW|<{B~?j}9fo z&4S~^2rYlE&4QB%Ko$2ycO6W}N$Nb>_O|iIv1z2>661*!pw5hv5weB5Eg2_u5OW>f zyqQyRbbDrgm$HXkxy}$KY%lh-gCF~iQLdi$03_&&1Bsz;MPJV~kT?hm%9AWC`183f z?0B#oTZ9Ddk@dGoW|l3sSa8S@BNSkLanG(UJ15_iWclu%YtQa922e)a3p!GiSQ&Ed z1)a(P3e9mgBq?WU$i_JvC_o)CPui7N1@&&q8$OT!7r;)z72i)^Bmfu%?TZ1>O;H1me(~Mn{S;b_|dL>zdjC~FqkX#nZ^Kib}xR`9nrC(Vrw|Y z-)0u?`=)Y%f?_9lq)~}aA^=sytZtknG0x=bLQJFpb!L=|Q1$P&WSo#7hEh79 zzdY89C+&}OHrz52>@0>-=M&%4bA?h72-L(Da$i>my2oYl#QYRS33IiO0VvQD=YrjD z#Hy8RE;tAVilZzjRF`vE(5V<=$ZE<>@v>Z7M`1mzud3t6?VtOD|-hiC?s}IePJJu@U~pt)A8s~LOcipV(c8# zsPU1XYWg8P*Fg{|JfN6(w*BFFQcIdYSvb&RDtjCI;*>*lO+lbajx!NDimo;LOb+%atq3)*6aE2^z3TXAuq>tBz{&x%!jQ5F1*vs@YOcyuTsuI)eVD%IpJ zJ~cnxDVSVq`z0I@6IWNeA4vIWuGQ5cED#jC{N6`?ZknshAAkZqak$C-#%pkM4L6BE zpeE+^?iXDHWj7_c^7-EXG&-J5hRE%&iF^(T#vZLkpG)p1aX7EhD(YE0j;ANVHC@-2=BYsD>*ap|N zOr&PPfSpO*1MI91Y)5~Ztqd&yFf#3ZfKhYWQ4eTUZ};_~I;!Oc%+Uu^&(RhWfWXjP zCT>KnZ>ij?Roe?bES{>)@Zmwd*_12AZ^554wu9@egKW9bK~OL^Q+P%!g^T_5@=#sv z3bjkcM3VQ^U!Qh=yrS-=y40O+uct*Z^)sfxF4+;%uxIE29g59nd7|w0F7@!Rp@(S= zO?jMlmz&~9m&PyNrJrxo+23!ji#5G^?S(pMn4&^gG(YMdy7*hFRv_A)kbRFb6FYu)kk~RmY^4 zFIVMW)p3SD*uV|rbKxNJT|pvLKC~E{v3NM&3W|l13<`1)9Is1mf(%8VWdinhikj0Y z`6piV@6A`b6$)Tk-xo#2jh#VXEfcW6-RS#rp@Z>axvX~8ak*qA{F8&qzO?Ufx%7kq z?RPt9s%9@QPdnXwG03+QA-P20qEtalzeQQlb-iY&Z_Pn9^5U3&mO2l!l^4Wp%61R; zntN|DrX>%U2wJdhxv91lHS;AUPsMt9{{}tNuiy zszwx$+_pvcU+9pUwd1p?G1ry{Ot&4~H|lQVV?jf!1+OWo?I@QB-0yU(O6NnY%EN(j z1~M*>eD5S$*AWS1H#*?8wlFw!YIJaA0^2L$TS^>uz7r>xuq7{qsWN0$Yp4pb(2$C0 z%LArUx{q{jA!me%rR$0WvXeuY*Hj1aaJn#qZ}zBAVh$n71qXA0E|ORC?z*HqP|Kz6 z%I~N%Z!zLdH#mSsg6(dgX==v6fT7uZC^M7|^(d_ta#p=)Ffl{14wE)!P>Q%NE}Ws* z4`=ak1cQYW6AbA_57|`?fy9{L$&6zk>*b{%`R8HxGJWh1c9a?IX}<^!++5UZaXgJB zviL9^Tb2pzzNXsm@m|-wni`f14!^f+g}ir#KHdA1T`wec48GsL%Yn~(d1ly}YM;&Y zvOKP?m+Bh7eu%$xlzL#U$$&HHBdpWK&;K}}`W^}yKhk5?ii3IX*>B{#p<%Nr4uTFSp zRsF{&7pyG_IQ>X~eySGQ6-QsY=_3K2I3V_As9$M2<0`T-?WUKZD-C%4$V&SL^=Gzw znu%a=(??buVLp75I)vpZ04t3X;jAEos2(d#sw7 zc|)fK%-GX=kG?!$_U+9l4b9*-i*}IRPl%?sH-bQ*_L}0Qc8J=w?Q~6jdB8M_VyI>I z-l3$cZkA15^P#5UDKfW}k4Xj(-{RKryxq*ETig-|)PC%VbEMIemwa$|`q+~s5x9Na zG;gV-?viE=ub0nH#YU}&VZJ>*ZieN8L*G*L?`9Z-cZ310@86mis>5Udr`J&heukB-S1SrgtnQorm8O9aXOENWen2ib^f?5X zgTE`($LTplNGkCAo`(Hqrk<@R63DXVcJIq>Z02chO9eiwyPf5aC664Lpu}T`1rtt z4;9a;iq`5Dpd)pM??zDuH$_qQp{?i-k1Nr)tL+0?@=0D+QIAY5Mq@?#cXJo1gEv7{ z=S#&Dg=)?mqf9mG6~2UJsdB37$P>E%@jffvQ-<~*CY3ZL@GCXVvoBW_nc#CeE!185 z`_JyJ9RlQGk#~|Tq9z!Q)#a^OqQ}#-|K;A=!lMlbN4s$tJ;H2 zY61Gs5}LXXcC;+#lX7>c8%fLTO`U@`K~d*RTUT=$%TT3$($xEcPJk{y-Kizz<@)LE zmXeu6VEXj`$X&ug{0UYF%IK$n;pFC&jAW~XCwBksYh@X(2dwk8aUmdR?{ZjpNY(%+r8-j@3nHFh*GF)=ESAsNMs<~1qA>4b+nUG z0(LP+_9fee+CYC9`2YS|S*23}HZixDCEG+=7GYPefB#yUN74qC8rh)>wqU|?kbn7F z8OK?EGPm8bhaYW^dA-^#TMKx~TQl1&cL~iuf34g^v4Cj_n|?SH$g9fK7g4 zoOkFQ=kM%p^xj;$vB@lIV?!YSZEnZtKqqvOx^L7Pa*HVRHT&v^T9{4@T^2+`f_l)O z5BU7;d!;R-30+4H?DV?Ur&d{KYtY}iU#eOxQ#D;(m#b&(xG{6#`=zPP5}KML2uJ(x ziq;M6PJ5>1U%yx735L+{$0tUlRl8KBt)ooO?6YrOO-TtzoF}yX)*NlsG$bt`JS=Ip zipDC{&$=nDN?P7!T;U8wTK}Ly+>wn zg5H;#x;T1@|ATv~c+VD^|5S4Apt)O5@9Yy4oyF(H18{}b@1|*eG6UOfy5g+;`5*3M znR|?3fsvVdXMa=EZF$<6SOm;IiQU1^D1M(ZY%sEi-;oe(K#s*M@Q?1h6DY#af8@N5 zufLwazpT_$zRug33I6f@G=aw%R(P5k3z$T*>$2!NGRz>^C$75!nN=%d^kExw70u{e zcwN$=g=(YZkydjpi-S65g4yD~zgNy7(uM9LN7cK+DAg7;wfEraM8~Ng=v*mUC2=^o z2TT1=_sRkh(y+tSmckXOR_)W40p7R2UoAzDGHmdZ6Jtatkm95A16BwA-u?6dP=(G@ zdx=!eYWG^}{Y>He)l1|&q3y^eD_w1;-4W&Ie09!WyI19E2tvQ9xla4J6UuoVzF)ac zfH3s`k%=`}Pn^B1>Mhs#Z{Djiwn#$HsgX*Fpe>oS-db3UdA}l+M-@7oI{-&#DN4|; z-qDE84J|{JBGx~=cg5`Uh4xc>@JjnVrD&AB3$gls_27N3(0b(Rt1e#CNw{>_nAy~3 zcL`~)0k7i!ngN0Cu>im->>n>5Mx+i z&?DxYh8aivnIo~q-rl_Yf^ppaZB^dIs zggM~mv+B5blU8QZ{Y1xdv7+S#d{pq~rq)v~(4x&Bv`A4hwD_ca$y$bUk!g`Y#vEy- z_&!}V)&BUdIjURjaHZp&FHTo9*G$8SjN9PlfbMQrLB3-0I=sCzQ{}3zN8U8oIW*sEBnJx65#iUz`)@QXD5Wy^D zwbgaCSyQCGL#uU=;1;r)x)aDfVD!9J10tB2V~@P@T&fhxnw3hZ!Feu;1p`Hsyl756dD+X>IN;A zq%}jTTeDnK-`7)ZE1xwlFRKkqzA3je!|HSbr%Hu{tgB6^)Ghu5oj>%sUQX|HdGDx|TlT z+Ar^jzs~|1m>I>0*RXFp3)sQrmtKVy9TR9`);WbWaT1{=-N1bGUFw(bMwu`f=ws%{ zCg>y8kU#l~)BzW0GZ;tP#`jgkQG*Po-#=8RyVi}7oiVO%(u&x4br%kMaPa*jLwx&Q zN5JJjzZ)MBc|eP=Owj_)We1_#yH^44M5NzXbQZ*|!4>o}vDg zH=lLho;;h&3dIMtTH@7=DY?k7Ua0S)-tR|EY}Y(*--Y9XrMV)*YdsFv1-b3E+|~`B z)T+)}e;6z{hWadhpkNX9ynPl66#T3?{C1Mo1nOhWcrDLrIRXQp(5x0s^p@MbbFA)p z=K?!Oa0`v3>!XgDxz0P1-r|8(DAFBo_k4N5c_W>M1EY^!{+r>lklXkFGJ6?z%3^9WYE7QWC9I*g5gQV_Tmvl0_ z8n9r78N6f&QX=r3U=T3gf=@wHt@&f%?`6xKf0vyE_a%i;=-l%tIadM38IQeG4luYHpfJXd0bmj(kN zv$RA_JehzS^!cA3s)+7-NK2?qCjbRT2u}TLzLS3=I~DHQ=Kdi|0l}*WZ=juQ5672L z!Fo&BE@gN3CNHD4G?Rt}?&i0~Qua$4;`_Sn{ zJ@8QSRBQ6G877(23?qV_sZX|yw+bTIPWv*Km^=pK3Jq|x@j%Orin|hGcAGq4>I#q1 zQ}@?fs}&f<->rAY1;b_=^Acl3&JP4S+Gq9=4RoZK)3YY zZn!3=T)jNe5*-NaU=ob}Gc5DBSxnA8dvP)gy`JOH^_D$bh^we_+oA&r+5(IB&uI%_ zfW&X^0=RKrcW1!IncdRf3t%pf?Tc^aZUT6k8{J;^Z+b#Kys+MXa>Ct96MfNH;qO_% zTiT!70&FqA7a`kuId2tz?g(kYz!AL&=`YyN9U=J=eJ?agt!(bl1PoZgD-g8|Uf3Xz zyFe@$P%%?ey+5mWLi4thv-w`ESWR3kkm?g66Ry;Y{Q?R*at`M3?(o3~Nw!+Mj+bc8x;Js?wuD6zwzudKiBY}_^Vd|@V`&yTy*@0y8*hw!{jBO4SCe=c(yi$W zFMXf9h@+P-+9?1Die5pcG2`s%~i8t5f&_7<9dC(OHFUryaSoMF$F$yei_ZZMHe(t|BfLNO>tNU&w4z%ALY;BoHza zq`eQYMawpy!BtQbM++Db=y<7X@9ivfsX3JXh>zIro4gU&-wC$-O1ax%=d7(XuyE&$h1fx<5pA6_gQ(% zyZz~LGj13S1S;+jn*MZO^J@x!HaTL&nJ63(aRa#i^0Z&OM;oRm0dXz{DoRJ)+*0yF zIu{)S6{7QyjsaNEL^quQ%9^)yI$EMsnQW*i9h$(nD>?=$N~hX+w+fxhItB`K%x*Fj zFx7&k>#|tWsiw3efbRGa7nmeG?0XQ(|TTmrQh9HgtdGwm3ZF9zXf~16lka zSsNdg?UT+YMN@1`ItoMAYQI%US+m1sa)SI>iw9O_fjjBxyj45b_onn)xyUFf1qV)j zCx#193yHjzCS~B1i;eN>Ai=E<^;`%|II>_ic|U+x0x?<&4U9s5U zC}(GuSOAN2=iJ54^bERZF)I*4A}cehD!cQVJgU0}0EHVMxdcEGz?1kWiIVvA_>=xd znS1!>Vdicg9_|@g)%)H~XJtm%_nEo5`E6b^)h(s=c@z-gRqjAXv z@xh!(a347a3Vz+3g49vzbrt94EaDdQy;8iC?$>2`1)VU37w;VL(bZYJl&+XBAP(45 zj`lI7Lv~qSLAR`nUr#@J_Jpo|o6rMVCexac4n#_y$F~d!R_X>_cnIAgUT`(TV#w2} z00lg{sDSq<*#+NfBfDEQu^obSLJ=I8b^X?-PoBIzJ2aE))y#BUyKO*{Ta7nCbigeQ z2zFh|^NcctnBMekHP#S_NtC?U4{o#tI^Dv+GdiI6_Ut&nwJtv2ZtmzdQ@ZhXGpAfu z^fg^5C0n6G#c*1J1SE$L0Pn7=^XY!JIgoc!M_V10)HLB-rXl1@IRP=Eqo z^I>Gb+xA4wi@WKSQAsvyzww}I1Vo@rx5Hq7GMm%7kr^(svoxa?MT-yWMUHgX&Gv_7 zkdEhJ9m!LG0xsu6pNTp*3|9BDneFFf*2!bAUQcVm3Ce6`$6ZYg@6HYQ;R^6o9ivIL4MLQMw5aKWXlP`VGm(2fo`}b#$ zsIE>Ex^|HmHZwhXQ*ibw?#M`!G7TrP_u zy)OH>B?V<%zEW!X2E7+=|NU-7A!VT|G-{batu8WTu{P9R(J)=KR{#7pPzt=D($DxR zl~u{_grtM7>$u4N;x*7tp%^QAIxbfS>zK5lxToeA%XswJMtD1!x?j@#JSF*}$(^9v z^lvK^9fm0#bl5wRC$#N$g*qwbV)u!et<*;8uZ;9Aq)d(<*>-VX*xJ|L=CD@(T6g=2@Tj*DRqW#rH6eSs;e% zo!^*t?DuEeos%lzE`46_atQ@Qub)q()nraQ*ZhJEN@0NW#MSmOoJUq!y#pX@uT?bBgpwXCS8|X?EGuL;4+19$OC?p}M32z2zYS122|y zCxIff6%>mgRp?;5Xujkz9js*o74&8=vXm0N&h73+7zL#fL@~XhKc)K}w(H(*$GPPY zL8Ntv9+e$$y`t+c#a)ndD|&=es>hIu9)XBDHD*PRkP6fhq)f@Jtn`D+Caxuq zT{g0&=mROmVoF^ZClCwADJqwszJ$Z6J#{2Mq3gVwMY}tG-c07((?%X_V3_>1*cFO{^!&XAkb9tEVmYYqGKEHn6Nr4z>@s0`ThqJ7T>|n!W z{S3AudmwMNZPFbd+-^3nCcn5mKAX>0v;C)Z^k+Ta8TrlD4K?1^e%d7grSd{YDMZ!PjMQQ{>qz|`V`qYF)nq=T*W zQM6n$|9H$`?oOO6blX%DsYY%$Htdnf}2OSc!tYW(q&C*S#GzoiSi*EGvV_w7vE z7nU2^wn7I*wo~(%Fm3i6y?JB0xTiANPC^?F!~<2=Pwu6Pwbc5Z@hFg*bQLhclAWWDJA^AE@3A+9>-tqZq@d1$&=&Tcl_!*My6 zCi%{oR0ImF!UOcj1b8?!t2eqyrbZ+Fw{(`If?P)T0d>~p1Mh7+8gzK0T`txv@9`=(wXA)~#tz=kj_vZ@2S*u%GR2zqz^IPH1=a zbiF*R%^}_?ri|6_K&<1Lul0sROEA@g#hBAJ<21>Q0pp={D z=(An(YPY5H@aEzhS!;^di~CT9mJlZcCEWR`KJj#W`ohNo(UB>h{qKVrsD)$$HQelf zpM3iwZS1GbZ`3vkJ&IRi`fy70=;%O^0ZwI3&>=JnH6FvM1Q{sd&L;I)$=s`Vyr(ts z<>shs^T&_Su;{FymfNyESS`ApRF0{Nr)m432Kt#$$ufdE1FF7lH}C0sCKJYluRTW9 zmu#ShyH8|GH=V90Uw`(&yX|HRlOvD%EZdVz=lSc!Ue(Fv7Vo~b`zIJ$npcpZUf6Sd zULhKI!HYW$d>1izC6U{`IE4!<8r_5g2!K7tvqRV;-#T9z&E^J(x~m;hDS6<7J7Rk$ z(JS7i(oPt?IAh9iqpR59>=vb%G?g<{<)&VbUe$V`!5E`c)ymB-Vc+6AR+vRHesMSo zRPe<3B*{~=DNTSJcZaXN@y71njT81aZ!EU+!y8nJG$r~*z5BK_0ScCw0qIzF?jizM zaUQd*0T~e3xa8{WRl{2F$j%5ATgXCyfy>0j7<9?Mx$_sNjb;*cf9i0+1=D41*(_#@ zW_6tPwtlr<4%sm?{E}(~b&f$pBMR_x979yt5#3d3M;~m0*Af9Fn>Z)ocQ9buv;&Ah z6O6NmYJ%F%J@<>s5OaA zyWjys4e%w60@%APje$^RebJtA;^m8Q(n5oX3v_UHTL=0%Yql<5jIE>$a4>dRssqMd zxrm^cU52T4Xa)#o?(&L=S}fd^25 zGGT|p6;WCOVgvW(;yq2H=mI8CMa~v1W}zxw_(&8<`HISLpZ5k;SwMxbGts94)aM29 zvbsa$kcK!F*8n7-fE_)_PH?Kii&bs*UagFQi<6SwM z=*`d-kBF4Tmq!#3WstC_9DFizLCaixX>t)Q0t2D2595lsYb<%GE-qM)Iz&*zk~^Xa zEnm~AadQlh&DC;x)QGH0@eZ>gkA1~gtyB!kMpgatS{sn+BY2BS^IV# zA>!ZcLQc%!U`2OdhP0v`m2#WaPI>2SCWgQ6;uT4yYwkFo+BL)+pAHT7342Lq>ub7Y zt>?8C+g}ksVze}`pqUa5H9oHp4ZOlp)OzB>U+_vIfY%4XlnDnA0Q+zN)yEzcocm?{ zAf%i;@WEZKxh`mvwpYBX_X(rd$M7s~6&swx@m_*6ROP0w5939Y0S(4-%{8#HXs0;Y z`jwsmWCbdC$~9MoCluo}Yu8+jc&!5~iqp^pC|JrhS0ko#7ZJef8=w?31_U;8&9!9{ zj5ll7T+8qcRCc&!n#CSc_g2qKS z&n2jZc%bI)XW&-zVK{gv5sT}W#L|WwKmiIw4ftnWI}#~?`pkW^egsy-9}GYrTm5_w ziqY??e8Tkgi+Tg7tLUH|HQou@P?sCLeqFDSHNZjIrOs1*y&Zqip`AEoc>SWwAiipI z7&Y6%zPxGTmR(kl!v-@AZR##=<2LOaM?|&yMaeWd28BZYVYmB=Rj6oq_}K;QB-+KO zpYU0tVf@t#Fo~N+oP+f?nZ4?58|&wT*CbhO92G>An8q%M+`^GA!!ASwyKs`yXgHvG z;?=T#nX1p614uxJsFCm00acuLS=6D`sKDkX4l}sJDjczEG}9tPPzPaI*&@J*uiWqkij-;+NG6K4QBZn^$M~m zSa1#J4UJ{Hk`SS;ez~x({23TH{k5>ww48#$WcE02at}{G8@6m2bti~N*Pd}d`?dO( zlVqm+tiyt3#IW+ix8MKZS#Q%>Id*FWN33+b9%^AL#w~UUY9St|i592T!dKzookYy8 z99H%kasUM=AcmDW1yIAewJV2}mHfc~^hK)^(C?~$!t|BH%3;)1bkG*V${yNKmm9ot zSXs^*;2K%&^}fUD>GDB>nMhm?Q30w#Y?PmSlP>@LxN32)A;1;X0o<#v9YrKX$413 zqmI`@EogRx6J3H@hzDw-X>7F^&@S=Pt!x^54LN`U6c9~gP61SG&cCv0tmF>{pf8%n zfPPo;$88#iQCHDHTQrS5w4p9HcxBUA&Klq#Et}}b(-ucmIxPpZXRTX2Q4qPw9e+eM^AoBfxgDXKvYQc`=- zd#~8Ul~EAJ;RX5U7tybz47qw>h~g7lrc~`jbIcX{=OZe{K?W8Xf5jJ;I69M52S(u9 z{PD=zlogOs2CPstVy|eYOIMnrH&Hn&q{;0o0EP~pVwVw@7j!Zz7Y3!oer~MCAx_wI zGP=G1FZ|89h401o@$(OPcNIhQr~)3;YcR#^b^BV^VDS>G9HRF!>5yO(aSZk8N6#n`?5=nI zy7H7KM90lz0<)K3*kp0LU5a3c34&kcn+BlffL4lgt~`bcw4_l7(103ZhZh8=-$!NV zT2vlG1z3d^U;!n>F;vL)N^~J1(P-AT_s)g$3aAV~UhMAbB@eZ^@heYY0jG>R2!Ogc zh6<6)?xG>%tSd(ZfEdDBV1uyO*9B<-VJOM@R-Ru1!ce||23>Is6~a1a5{+r)F;qxR zQe<$TC61v&K(x=e@)Qu{^$=pss@P73SG(qpmtp0xN(fEz>Cj*wIk?L$a5 z;`LAq8#r#WOHd2(KuwN2tros!2Ja-|cc2#qxE?5DySNICAbuXPO;FR|Kj zXCIRe2{sY)#<`^UmAjmc*r-|5u#%*L=0-Tr*rY-%kP-`HhW&t+h?i&O>4~KA2Ec>5 z7>@N*Mz5EMX@Gmgmg|KVpZjtl_V_&11dil zS}Pg{KC4^(>mk9KH<1(AywWu}ynMbhGKUTYc932}$@~sYcEPbWW^~fyX0H1!+>M-L z8a71SewSq$B7^Bq3E%288_*PS^5yqW*>i5sI>0_N4xhE@c#9c6CbDxD(GFLpYGQ)>jLbm6 zPmKDQn5c2CoHb@5`Oj zP}sHLF7~fq1IWH6Vxj@g zDHhBCmfs(2d#C*oIlcqMYcNrs#+9gIAV6d?YqUxfSApmQ_0zt-*)+4&a&yxY zr2cG_iV>pa^a-EWLYA00AEKR%T%)x5+mL9LVqF~j8lT0<=oE$yUVr}lwJ5caA*xhg zv2kuD&j>HyZ`ss zSZCJP6|>{A=X5_`E$2O5+{#5F9V8Q}H7+Qyo{@%lO~&BLHI?((chR+{Cl2CaP~x>} zlz9*U4YYsA2W8MR4*~=qVz>^YjQ4;rPzO(>fc#-TTQ$?`jhKvo4Dy}`$cs$@x_3sg zsWM-(E`6ZYMK3Zv_59we-FDM#j?3AqC-hVv^%n|Aq<$^rvs&LU9Y>XSWhDB&5n2if zQmjlDlhSh^5+V!)yi$MnQ56cAp`xTmVp2079=J+>@Te+zO3)?Ua!6fR_l9dT#(IDR zD)Bf*3i^mcUOlxmiezIq(`TKtFt%U)cTq5gd%;^cM(!Qj2Ek@`&D)v22W4 zbPiFdMiwsK*7%O-s8KaHiSi@BbS)rDs+Zc}Hg9TS+jC#UBhAZRgK#O!7<^U{6 za6QIoD>=+?Js2TqB2L(dsKp_om^H@Q9|tJWfyJvHZGm}lqsAEddHE&myXcf|zrElv2=H1k#>meD4b&jygG!Jd`FR8%0=N!i44yo~ zKpi|0kWVicd(o`kbNZuHV)*tz`iu$`NRR%Q0#xZa^)W_&Uix6_!y*r@uFm$CjywR# zaK~eXkw?6Cfye{-CF}=99taL=I`^GXA`gHDY7p{)@ApI=AovQ;br>b`0AZjGo(RbI zL>`D{)t%EHCGr4cAbmy!3iL!C2#)qtoiRe0FShJ;7&;F&f9| z*ML8%g`o5pEqYT%p)tm29HLN-E*7Q7Xk2_){drv&V~obJhN}{?LbXWusyU7i2V9vk z#%LU5xH6s&v`CN9H~@sU2(lcYL8=y{#8ww^9ilf(M3>#x-%qUuQ(JZ}g907&FgV&xhP7FkVh2<6U zLz$(QZ6ZV;Qn+qo>>Z4d3U%|upj4(6;*QAT3s-B5ZFT3W#i&8C^hV+cEQ)_)tPn&f zg(YQ4L78-m^zo*7hgN|5V&E8~76#L=2YXQKwxvfc;fpfjjnN`8gfbnvD3{)Y%7lmU zgIAU@P7E-p!Fq(8;8^K_7(?+vgKIKIKbm0-*2I&63h9c@#Ipdwl^CPb$xsF>!RSDZ z^lUBzh$7V(qj@I3KmpcIOV8(ivR&P8w(I`w3}e&@0o1RBcvOo~={ga=Dx=gG?j$fu zHR&Q%y6-Fi!nnXIN9Fw(Vkt;~6=)OkLM=&Gc7f!B1lMPbk(od#(8m*kBIyBufM9`w zt1`xh41rUi3Zn#N(yh7xiK5pSZHPc9QiDaX^uC{`bVhwny{nHmpR8ubW_C*M<{#tC zQ;gQHQT)6X(9-ca@xF{|V~ks3pen_>_?ABN6hnoZ_R6S1(dZouRF<2Be#+dzxVM=upB*g9*_VCs~)dCWAuOoSb;VnFI1g$4@e;SD#!I1qX#5V3iR=W zph&t0Bp_IKgR3$|4@lq?sKO{gnRE|GfJCuuj2@6cC{lyl)@Oy-;;p~qH#)zzdBuCH~WLopfXUVAckw; zxIlqHWiY>8t`_@7p0azaGVo-e!k{vkZ`ZqJP>&z048R2nh}77r5}xl)!htG#H!1Oh z9mwzianZ`AB+pNanP6VIGLVu#oVg(a>Y}AhiC%0^SAow|F88Gn29tMGK!1?so4eWS zwXnP;0_uZW-saVDKb!8Go$MMvR?ExiK#f5yuWh?T5jQ~A5p)>TQChwx9VNp9#0S;$a4v(J|FPf}XP=Y!IWdo1o z+B|OAfDx1tJ8)ALYYpKWPw8uw+f`Fog{8wtL8U?cM)n>roX6@nGCEL0>@i4L%U`5% zHJiUMJ^AVFcKbrav&u#I6yo6WNl=4&gPO}uhMm$9dOcQi8FGR`;tWE{dj4fM*olj) zGJ#JDu)MegGbkq#F{ZF0<#xDNg;%l4ok}UtdIdc@C@JzTrtmr?Ppj25UF|B*lB8fO z)QtH-(RcVdP6{!hsJ9v~)4zPAwT2u=DExkr!a;{Pal6(3_Sib7X+rJy&Qn{fz5nZL zr!`nY>9U5U?GL?P4U6Lhg~ayIY;E;D387QvuC)|ec{J*1L9MSBIcK*Tov4nLTPerW zP-O^ZMe6PprjKS^6x^GK+kf-el~5xHRR@js_Ovl^xo-~BoBeDt6|VYNqrHF<)EN{` z4zJ<#ZO91<4H~|hm%I5z?t70le3gu#jM&DPs#k~G8P%e7v)=CI7KzFoi7A}HQBe?r zDuaftUBwf1=COvYj1JTgyWvunI&KC1%B@W)>4VFGXn^*hJrc+5v{~Ku+F0IF!tF=TxU2OGE`Q&N0paVSJl9-%BtIVa6 z0vlWbVpdRU&@#-c*JK&S@Bnd<1SVym?tW0-wEgxYb*nlyP$FUdXP#WT>7o} z9_NYiLHO_Loq6_xTm)V}B-d`=b7D!Wr5TK;MGJNJKzu_Eu&>y8+j(_M+;1`F&b)mf z#vUA06CHq-D(f(CvY$T?Sq2Zf;@aZSveAC#7Y|01osMu6cQnOM`<5r~(!gm>_3eIg zJ3CCT!yS(wF?mg}Bm`tb3&GI;vL%C;XP)P!Skn6Ff z2$_x4i)Pns7R_cZdu;#Hh_nJ2kaGb%NsgwDceCTI>;-%}CNGZwO8r4iXV@gU;{)BR);KK4&Wr^SFkFcTom z_PITUuge994gr*0=O|?}^TKJfqyxp%rQ9(3oe>QtQ9v!@Tg%NweandlnT&6>PqQND z@oP-qihw{c6T#Nox!fTzW(2dsK_nCB&9ezRjTz?y7?5-G)G2rOlksh2i5KdpBYM3G zR!X$>hX*3c!9dha#%3*Q3M8iaKVQP09TZ5qS+W$#!|bk^UM)AXV5<0+M`Xt_N@yu- zm7~)N)*gpgYqy-g2u{$9PRn7yTA2`R4Sd+1_H(*7E*u|?8G<7q5X@8s{+`lp8?!1X zP#~Gpt>;LEi5nk& z(5tzlyj61a`!w4HgRB9>oP4lxn<7#cYwR@VbbhXT+U^z&yNL4s3~CJ>9*@< zc(z*|rpM*FS&>hQ_B%f%R8BR-16wo=kQkP6t0+y%&tJ%*&evXu98%N*2HY~W_eFC* zrJ;aH6e6jOT6+Zwm|EfP_k}T)KA)7JjrXj)kZw8!QRhmRgJ>NWwmk0EcUaP!ZgKecqz%OmZToB;2`RDWAr^sTi*}OTY_$JQmd5wfpi@O zkajgXCG>iBI8JfKocBYEGeV^h2GABHK-{g&q{Q0#E)2cPx#mr?q0n_~7Op3d5%8H{^k~^B$VX{I;Q)oc53DvDqB9ds+s(o9&k~YP=_lbdSvo7d}# z7J6^jv;B+7JG0g5h8DvX&yF+lLs})LKE`H2$K#e?G*Y=`PB|~tWe;Pt3t>Up^@=iY z&$p+r1DtKx>$y5KP;{X*Ly^*_1w)%`Ke(P@3sy$ZZ1<48w+j+%!9dVWWJMOF6jiht zc|v`n?Vg-bg!SyqWQp}cAP{py>J%}v+Ob(sR-OZ0$|r3%8?&l7dI20ry6Mvt$=l`4 z?TY??oYIlk4J~?0qS+p0g&h@0kaf*>imcrrCCWKFgs9-xqJWYM`zcDaQD8kiEN?c; zYr4d2L*1g~4NYH4D`vMkRj^C~gLuL_-#=~a0OB1R6eqMzV!I4>tBmQL2{@2U1n}T3 zniL9C-;5c+bu>_P3nZZf1TWD<#^yj>;WBU z+#SC5#v3&KzTMAnC)@qa8;kAy@CNm?Xju6Mms`%c0|jY!{C}XG&HMAy;kc!il$@5v z!@^^;L-h062k214{#%;Mn)d3DICI8*p~_V#Cg28w8gkhmIECAqHaXdTjo7s92 zJ4AM;vqr#43p`U`fWzPJOyGWR3v6mPFo`;n-MCduML>ZOtF(?0FFL-ko}H#ECd84z zhk2~yV+v8RPgM+YBK4wTKwuMF$3Aqh{v(QOeCu!|$LI9j@7vvft$8(XXtt6z`u*0Q z|HJP(xBmEa{P_AKn-u50{eCOY=VvFUcy;MN|4Mk(x zP!V0+^TD~u5DH+;)bz}4kUHjUQ#+Y}b?xT2Hzrk&FJo^OUMqjGLgkcPz`JH3cnr4T z=-)ga9by6Q+$;tUjb7tsx>P{BImOwQx=OULy!>Kjnw^PBlWVpW%(okwIi0-S{`pS( zSNo-$EBbditAw$r2$5CSqW8cQ+PdMaZz-n<&g@`wdfXm^i?sf-*aczgAyBGTLtgX>x)5V~9n_8cWV@xyELXJJ zJ0s0SgZXQvnh2T9nZ)-U7F@=SpT$$b8MN$TX;`m?uoM*n0S9-GgSL0lUX!a6)j~4L z4ehl$-mVXmU)<8kURpbxJf{zo9wut>vpKX9f{i?0q>0B=d{B22k%L|(PnkCdlRkBO zk~gm2=L$O^ze)p11B(1~TlF}Q?aS}TNXN0l3qFw!=^brqr<{L8_V^ zt2u->7(znLDlX9Nvq8Ge-~6)K0|{Mint%Fh@(z99>Fv5P@d)Klb9L}6Wh=-*`zM36 zcc*li0a#%tmHxwvDm|PNbp7~zUCnl!?ddp)=k)*R@syRMpsg9j(jFNeFqC@IYefjY zZD#x9RWp;@oc_h*Yupio)+6{cv^MRZ2+oh_&w>+l9kGN>FtbiVu(x@nURS*|8ZikR%C zV=FPy)(%1gTczK(rD^B&0t5gRvwbdE>#$Di4w>o z71Jb8`>Gt@){)+xcXSr)flhGu0t_F z-EA%^r!Hw{cVnMT`{2j(71mC9@g=RzF=6d@<49r*(^qJl(|Y=HyMICB#p5llI4`8( z*BA5`1saM}lmRKKR?$nA0mlS&cQz~Z_|L43zqz^IPJ#)l56?8QlnfewUv~xeaI^&U zWIQ5PHmJB0R@@@(wDjcN)-&BgSiBW-kz=IDOa!kUMDTQntQ48xxm!^h7IQ*KR+8)v zCPm~hnhX#u-5DV-k`_A-lPgMeOS3?$<>YPuX|=ss21K(b)}&O8V-5~9!$MEKw{B)~ z6qG$Mdj?4hR!)(YAVe#AQHll(6vKX0(u#Jc`IK(?39c*2M!z$R$uU9L9SoCFHSeT; zvdt?IEYT0I?Y6XvczQrkO;n@fj4C?)hn5HD6pkqI z24Q{qLOz-RtD*SjLsERxS0i`8E-Y{;7KNbfjz=k}r-%gvES94ahMNn};X%eF4v;!s z8TYb2=6#ZnF|+Biq_hDR@-VQH?)uBkcD_9{0O&;k0esB9(YE!(DKA=P(n8dl6yFuydFq8#Qa$rSR&q zmW`U;@a}aTHYiYtf+Thqt|>a;N?A9=QRxnn(j!0EE(G6(3oX?I(kd# ze!9;}0LrEVk&=`3I|B*2YJVp6ZWN5h>d*87)=>=u)5WRs@Z=7c$)ZXrnF>2bL^(SDt2H>7^Yf7v@fbvJmvufI!I z$^i@-mq{l|BZ*%i4%cp;fiUQ#B}bG{wCAdGr};0MH8vYle%EHp=iwKxOXseA7>p+5X0y zHlc6mzVl$=C410~i#@0d@P+75B3yvah`E{_=X9@Qw2rVEsrqp}rTI8=C3$;5`BBJo zWRO=U5z_icQDdx0gbZXY-7tbY09_tO)L~d!Ri%*}YZ#UVg@u1yYZZImR%Yt5xoWt$ zsyKonHb{s20W(mf7qE_MSnV!O zl~+17q@|Qps@zyHA_ED_sxczDRow=_odFFd4nwFfnY6lIqasP8^7o%>3s5m z|D>!jjkO%s0|%Pw$X9zW^0%>ul}WI2ilP5qlp^;-b%9n>ES{elYk@Y620N<#Chaxv z%e=W9t25FI2&(F;#?6T`3$G?0wEsl@IM(uk0#iaO^uY_!;@+o6L18VW!!}wJ)PP_y zb-_hiSoOBC7F-fgpyw{M3gZ3Dq;hE2&b~pP-$^W^We+X{Vvp-pxPjb`xNdv!s)&Xz zcxj^C7u6t>(9onHm78zJ3NpQbu&KH{op@7q(y^AObC@8U_SOyEx`W#EO5O2I_W71> zRcq+bkiBPciis-T{}^k*wTuCjQ8x_riP|4#>s=7t#@aA61Q*2Bc$^Xt1&y)daW7yU z)i7*aoGOnSYGq6*sd@8QO-BwBwpFLgQZK9FW31`2EGQ`dj5eiC_kq%ESu<_N_}^^* zY9~Z!eXct%A(qUu7vB!-s0{{(3JEt!su0z`@!X^zvzl;N3m<~;fQp#Z)?8yNeB%KK zTTECu(U2qwt95a_h9r**;%YYT>-)*K*yqTR$BNFqfOS+u7rr=E?!RhW zPARGS!dP)R3kvJ1vkjDK-<+SFeCYm-9AK>31{J7`T3Fy0qs9wbod^k)QD$kzng~fi z!E)*}aQKeue`C$DCc*kCZf~Y;Eb`&@=1DvDrL2`A#*aoZ1qO=hG%(HY#}uRbG1fG2 z8m)q4SW_-bl2;dX^+eSz9+r=_deQ?2TdKz~)c4f7GuCm8engP{Ct8PkwS7tVjlP(! z>4N5^C3$Q*cYXPke*1|1hJG7s?L_q zCDaTfz$2^4L&UF)SDHJznq+yP$#~71ho@C-XY*6j{B_7Tr!>9TOs{9_0E z!p!h%Jo-lfwt%b)bYpDA#G*@amLlQk?V%On!?kanQ6kYGh=2S10SLy0gox(z!6#6*#8Gg7=BihZ^MVMKdK1$Z=5M-2n4km?tXHEJlNfbvlH zS`3jD^%lq4YcUucDyR+R04Zve8mpl!!G|L1-gmdg*cSH7V--&jk&2`JF}1+7Cy=Vqt3TXUUDmjv(QP4kWI@g4S! zGH-AgsU;~Q09DlK!(o!5sx;R0VFCOYYJ^qqfz{wuQtb#2Ge@d<9IGQ-&H`nlHZKFk zMUCWG%}WVB6j6IF!vv|(YOJ11AqA+TwwB~Z&2c;Vr2QwV;$t;S3QP&Du*zPD7O$E= zqQ!ivhBl{`y$WaG5L-ur&D8c%zM^{ISnXv33iQ;T23!}fOPxl?ZqD!{BJcl2e#geD(*S(nz$BKxB6rj!r zS{)xMi|W8^t)yA{Vx;a}4G$=$E;|ku7&XFUEjyMmfHLYlR4nT00Dl{69%?u`lu)M) z28fAI!H+d00y%eBMZ{_EMIw$SpA!EC-D}M_g}tW>(&POnbt81FlG=kBYa?_I9IUABRikW~o5MBj$)|o4A0bRW?S6Qdr`a^8 zfVG3OW9?Ntix5;*t8B4kZJ0Gym8~WN71d6=mwM>RkM4Mt*@?&Mv?swpQ9Wv*zI9mM z$V=$PI>nGi14(trc-kyYotS*v{Tl_ovBqU8P#Lu_=v|B&4|!^X5h|lh>W>wX6Hu_6 zdRtKRj*{SWtlNT8SRkm@-tZ;0!5FLdCc!{awc(xFf4@95hsiH*Hy_y#QQa8JhAFIK zf?*B0Btc$D)Lbx%R%$tql?$d150+G8;LB!tMOT_mK6C#@+g(ZA3YP@*W zIvgsamhD(|I0**psVR?NQvTA}{y6!}{o8*~Y^;>Wc~p?ry)httId9Z}%BWq;8$)W` z8`V9oq0ys_aeS}TSbJQvps=PoZVKN{Y`Yt4+|&aHntDAC%Hp#1JOu`dKiJN^T)&!p zu%GR2CmZq%dAsk=OkOZ8+E^$8EE>5e4Zov)iXa0H}7#9b`zo8=D7%jz| z-rHwEw(@}aw>{<)(rhwYt)|P(?sTMG&Y@Y~D~44?0{O27$om^vieIaQGjf2@`HH3T z;w4?2AyLYGg-ZfXpv$ItC2zf~)Wyn4U{H9IL)}UYD+d^z&s!}I$JzV^9mJ$e8o~j~ zeLfNg#J|~k!Sm&D@@&3e?vA`-@Q9raf;Y{^W@}rxu4p8ZRr%;QTdl##4fxcDrZ1Pr z+xG62S@F#)XHyK(!T4__tQg0RY*+g%jxx5moZ*ojmz&j+GRjY5cG=@dXR(vGu-$*t z+HSqwEa}ta>o+%hyV;sn(KmF0RXF~)axn=~n6KfhNH7Te*OI_{cP1I(Vs@Mf=xp=_ zjsnd@_JT(Go)2n80@O7&VA|3;F4qkOn)Obo`-^8-I+P3ez|hZ*vm>?Vr;Uu&=jhBt z0`#xR(zQ=Sc7FE^Z99p8{JSmWhVF?v9?cyjGV zvfoljUQZUw+0ABqI4eI1E z2?Wq_H7cUBrcUx|N-Md?t%zRPt5AoUhy#Gk-*2mTONLDSw7D^hR`-+b?$8{kCWRi= zc){nF&$3P$1C(4#PlmW&uA2RXJjs6e`kan2Esytc%z2t)Q(UA8&9l3^~}YDSn$k^pAk z``MQtaLTgZrXp};o25SZX$pUuCNSSh{m&pkqI3cV1NL|GPo4egM`?oZ0jG4MKfLBuP3x3kYFIjN-u=MUV;y76V0~ z5Ri)tXA!tf8Q?Zq5s2OGXg*+MB`KtRpxIxKW4l+ zZ^;D3XAzjE2+X|&!e-GBkS3^a7Oku#h0X|J9H47c$MS(!I~|`8l0NWiCk=2$5s;`9 zey4s^1h01MH-!PtC;}rZMS)OY1Pm?FKcpg9zbVa-ooh<=OvN~d5jV298x&0Eq8^=@fpB`I`92;FjJ zFLx1UsCUa&n99Q8z!X0mjGo$`r7^MxVUyLvN$Vlf86*sqlx{&-qrS^Tl5_@y06T;( zLGQfzWr1Js5>{4<0il3H1FXGlkx686$Nqmu8Bf?K;mC ziPp=q=u8ntD*E{?;S}|e%7{vp##`Pcl(KkBdc;{}@s{3(8*aTukQB}`LXts8AdC!@ zUq}=}ePkd>Y8e;=)XLBY=(n-dH=e>9`nYsv2_uP_KpbaUh9o5@ zbhC3|B#CAy>jP zaZd~4fT3I>;ivlBrEroqgnxVd>XoaO&q)qWfv)@V<^`@}0R1z%;O!0TzAoO;5 zbKC5v+x^1)cXyzDbF`Dp{6~~cc7LROjqR0~_6P4^51UC6zyXas===R1V!Jv8*Mojox?D(tt&{+)l?=rH+#%9j zyeQ7>w!}y)k|2iv}T1*OsA-7ScJ(%V;6C%FIX}booA~%VKf0 zUJILjqgWX$Luk`V1(w@0K=AX$QttUL-ZS8Y1ZY;S0!K-$g>F@FBqW40asdagSS$iV zmV1Q}5kQel1xOmP3g|8by7NG&O^bz`MJ}&RBq4y=dlc^#&$r892XjR+Ss@aul?&^k zPOYRzl-DUbWy|6}ZD#WtA?~eK^VRksH{O@WJtrjqYb8S|l+=1AFAOX%DUu+NjKl~f z7}8Xr$e|3~t=0A1;1Bd&s7|>*v_hmttz0PeKe_<8-c4qwBTac6j%J6O-R$hYnBC2m ztJ&2`mSwgJNoN5h^e_xib6rRyWqvvwx9jQEOW6|qY%WGC449}i(DisgMihV$BR4mJ zDa%8b5h09gWdaDbd~+}2et9k5+)I#quZz23X||ng4wLETv~Kpa&-`$rot@O5T$`kq z){$1z?deDd5oM1gn_JGgr6!$+9qo4=9j1Z9=ij9CL|4Lm>zuodM%qGyu{*}rYiT-F zPe-Apjh{aNUEmJkYIgsc{y2?17R$NZG{FVkP)0x@*P8WG> zH`2h_+~hp~IVVmM0QsJ@Id5Q&;aF-luf!kP!&STLrK7>R%xk8td9dI((G@wh$04-Gd!;7mlj1v@e=l*&W zq-`HQ=toCgjt`+u!~o=7rraEPluMth{q}u2;X2Zk;f66heEsS$1W=P)%>pUuXMsN{g=@-;$Z0P^k#QL0Ap zR}V9~)hyL7`mKw*PcIdylW9ZH*7sHH%eNsZ7Er?750WaA-JT|m=-?chi$iad_`4S` zm^>dS<`OBjicxFWp0+fa&|EobM2n4d8~KthBBzG%D95qcOKAF|VAP!&01w)tPZhn_ zUX8T;f|6pa-kLW1eXs#_>^{{X0-)~JfD#rze7=#>oQsj2CE{ukK@Jn~l)?8#PBWEH z#9JAn)7(mpu;yl2gEt%%SVo4#vQmMC>Ab!9RxX#6Pv^BlVzh3_#G7$W_2+EWNJao= zq{gbzx96*7gv4l?YG$GP+)^VM0ho~*t480-{fITCW`x9O-5$iwN$AP*Eop?raGfPF zp+qxui{{wuX_lB0576x0Y<07xV0*hhsJ)Zl&qai28F2uDBszc*%E-I=O*l_pQHzZX z$;3)ku+FbmH)QV+ORH8lhi$NLro#8EkO0lfg=$!>+26dRodGiRmao=0DFI+B8HoR- zYn`bZeB3V=K^ORwVkh%*1gihmSL(mwacSI5HV`r7Nd;^xCO~zvp)9KQVYc7TWG|+? zG+QAOu$2oqtc003%|m4Q8Wl;9K+Hw4juFNE@^y?T>RXwiIuy~)REH!8b&N!yKppx{ z#`z*70SGGPK1R?2Gwd41tK~7JM0RK!^-b~sSsemCP{Ad= z^2Ny1UYopErW`~#yDM&d6!Knlj<$c$yRpker4c@Db|!adMEQ#`C^O+X((F-B`yaUm z-5bN@T$*etTN|x0USCs(hSKImI~TI^=xJx^fzVaxdBH1!k$I@djP}?xhr=>x{j&M; zvh+K_y`;OxJXM$av2zutpLz67o?&}l?;=8ImLlPz>bV4O8olSU`SvO_Wp=`Kh$$gC zM-d`(=^%)x zpWQ!|^gY|x;Io(r92Nrv!n$C7oZmL{7Zd+U@Tsp0US20zElA}#Z!UM?vM^W2*1stj z|7LZB@$xL=?yrH9yTU_jX7yQW5$YEjRNvYoeN3 z@+?~tn@D=f1GHzo7ld6WpDA*+oh_!DJM*`2f%>kKCR*jJJ?IICoo@dyt=}IS$5=_d zUf=2NLFlKiFoMIl4xkyn(3S)`6|y^72d00g^Vx28wOoa3Fxk|oUKsOW|6KwAe7@TD z?7GJ(?XJ1gfVQe!@810C^y-@avu_qBn`6`L)ViG>7Bc29a#hSrR|yV81Y_41^)gMO z;0dKAou0@G=#R~&ONJ~QID0$07n!7)f&n*|NZ$(*+?s1jpK61YPu48>Wp6+8Vzc}- zC~)kx-}P!n388d;Bib*70k^1j*s`@{N=~Ovm7iHVbO7*iS$e(UZF#oa37o5ibs?Lj z*UL&4VkCbEo7SS2W7Ek88`pq%eYkDZF!4+0hY4pIFCJWeOp9W8xLHrT`Vd+udo0oG zmn*MzgadY}S9^nA%By1l@Nrw0yk@rK`l3B8S5boyEFWB-Uz~$5!P?!}Az4#`_N&u! zCAT>iQ5|iBcooS9 z8@I2_>t<~hRTGs~_KH3)G-1uhkpY7#xQuYwB zmzX4%Kmju~o^|igWiYgWta2M6o+WX>&Lvs*T3WlA_W4D#-vm?M*@aCnC21=r84TPs zo`07Z&?OR79rfz>@wuTY6b>FrOrl4%)aqx)BqkT=ZaB=WaIhnf)iG^~>~Ppi)5}9g z0He5E{PUVo&MlWnIC%UIL4ROAwx_^kS8EosZ75PbeB3+~k?}yY-7zZ)MJ|sd`D82W!&7B(er&ZAiwHGp!Md1_yV$ zo7Z98J{Wg$zIk40aIq=uja`wNP`4vU9dRDE5DVrrHh z^SmGu4Gy6-w!3CShjTAv4NW?jxa)SkKW=w4$GY4cPHP)byFbNLMs~v8%hT#;Cp5$W ztFYx`ZzOGWUdxw403)~i=!(vzh50SAO@Fxh;DqowM#u%+4-C)UskTVQP2d>Lm3EaIo|E-k4 zRc#qCff^I`v!@g|y&O9v?&65n}5mkDM*+aDXV8_L|&C`ZZJ$*<7NQkFy) zC@{6FV)L0)xVVau0EyN$C2o5#W$_BETD(2jiV!eXCUkMT#O<9vXYCR<5(JF7i3ljJ zYRqqEbhi^t$A($RimL{fBv3g5(BY-G+f{RTA*V{qz0^sOs7^8vU4)#wXX#kAnO%}~ zvN%G9(liDh2~1F5z=To<-bo(i^+m{1S+pqN0B62EZC;2FQSQt}ghVtlL!ec7^>jIq z5g~xAOaP(Qtd?@4LGjs&IZ2Q(BoQdE+iJU!MOL8>iI6x(CV)^qDTU;k&Ojfj=OoIh zym~T80+xLrqpxYiq~zAAK<^|;^zM6)?#9LDv@zXtE7UF?7ds&Vrj-j*yPb;e$%V`D z@#@u^Z_-VUa(Mc@w7;GZs?dpWb$WZZ(T0LH?O)r;gDSQ3LZJ%1@DX2FZlT&KN{=0A zp2yxEO-@Uj>)M1V$M!ZUTIg)$%|RedCFYdz26VG!UPrSs zW{Z|u<^2n)`ps^7MVC*@GgjH8CQ+Blb4$tB*`}WM{6kApUnbhpUvEh#P2~n8l&PBs z_m-q-z4kMu2@?)@U0IFyW;WG}R5|enyoub@EGO1p+};Tj{Ep}F3niy$hR=DnZh_LX zT~UX3ipf{O^R}9&kf|~hPk3(VJHeSLx-_!OU*2~TvQ#cD3fwF#%>(5?J1&nVF@_qI z>q}FStnyQy^A=-`>8gCpPy)77iqd^?v`^o7AampiRB4xV>H-Y;X}z8nwiXr ze-@usUW$)H10Qtxh;eHd>c>z~2{$P3@&(dDE&@qml3c{CV#1|`O!#l!EzvU}EzGjN z;xFYr6Co>P!BAigx4>ciO!1H61&&Tmgxz`{aNYWjeg1wkzuj*);dFQL%5oqqV!&`f z1CulR?LjU#luynW5dzZ61kgWf*LLk5#_3_US(@4XJ)Pq>10S==f7X2~Dn+)6h9Y^- zfW%HZxd}8-bPJGHUQdqpY}5?r+zg38UIsGE)_yJ|PuY&HxM4M)xqQ&H@0|Lc+r8a^ zE^jp|?~3vGc#|wI9FNsek^&`)2^z{sd6KB>QkO42KdJ5?34TXEgjVg zHkxEd579haBv0q%(NKb+-QWXyvVnTLMRHYs(No@TyuCAab5Cw&Yw2xu?Oh>-g;Q*ftQf`%;|D5b3QdVyivZ;qsmnINmSS{tPy*< z>4z4Sg8@=~jqvhRPX5=Vt^5-vrids~Z!00QpO;02t$4q}`0Rn^MyM)Woo?*KD}r5J zze16!@(Yo{P#c#K6ji zL3o$g{II0lkB250*VMJwT%1b6V}T5Bua~__hy?!Zv%7_{#1y02|d&m`VCp6GrDxwGIm>-;4xU89<00yFXsDos{9k1!V> zh*(h9L6rhEejE>!_@Mqd-9ku{9dvGBN;$76rcddc>9t(=s~gm(L`O7J5Bkz~$s26x z#}CtP+2hjPov5+@vnoFrgfl=DjU5UCyWLC!ZTDE*P!=ib9GEG+pl4FPolF-RF;;Lv zk54(;RH$|<6lGSRMQMAO@vyod0xNvB#&`rasn*M&_cO(E4G!Dzf2 z%-)Tng1pZS>uCd+Un@7xaY!Hh!RTV}PtMF5>VLIM3Vbbh? zRYuFYo=GILkDfyXH{P#fa?Ea|{as+cx_+G^wU3`i21DLno7^d;pBP;vSJz&1aWN;3 z1u}fl+WOjrG9#~d)5B)AJKP4R4nNB|oSiyo7xSF7a4}8?0Uhk?G%*oR?wk3Ra(=ge zPH$;|Pc=fc$0qFT&61p+YN+gt=x{@M`Dqe~@KC;Ev(u{+sriu%Ng&3DpRTl& zkWe@L6!KD(f>0nLd>co7W#m(Ql@VS_OmXsvu#&>c7x8GUATh-Xzx#GM2uh}a&CG%9 zI8+BEFD}W)V!=ebEA9%O_Q%uCZdvW?y5dq`l90m#CB;6c!z@UFdzO8yxD=fh3uLfu z##GnM-SO4LY;w{fNf|`2;^noY9D{Us#(s8YA`9C~?Sw^Kx}Q7^oP06v zWhg^d6Y;RJQJ~n7Yh1wdW!*oacWEd~hi`p9-A zatd|vvlFI}z-o^-{*T&@DDBv_b~w`hq&+4!;4jzaQsQNBZ};z4nx_{*CEUjd#^gOu zqrYDi5RGD8&r`@#8Fpyk!w1OX{m9Mg2FQ`jeqOzfr!2zPJ6V&Hx zydu<%(-o;Yv0&u~4Ed%P#Yov9o*tR(mWP;!+#Aei$&6vN&B1lEWK3F2f+4{OoXL@P z3z#|RQ*ftZ9TO%kV#0p&k&5^9jwico*lp((mHb<|z+^)m1cb8__`cnh?6LW*93C;# zHrI6eHCi{%rr#dKK!`_a@Mz6>m_8K!O$#eDc|#=>M(b<|4W^_aft^dHD`Xip*gNea z2GJ`VSPGe`LQ7+TArCs-e$?@zwF$}TlTjSWaDsHO;M4V-#ocVRT$m*uNhF(if3R^F z0J!j#4RE2ws@DJITy8dr>>wUYI5_au5*%oWYhkOGsN7FRDU(h%7-;p|G#?kN-$Fci zX!YAX$ZF69>vswX?6mqFymQg|oyGz~KAR0sqJK?XbP=6*E3z&4AcvOn!Netq7ZTi) ztOjs4*#U=;m5PBe1{i5I{Uu$EO21Gi~SsN>Syr zOAdp~qJV%C@8O(|bSuyo744_m*JIM69uE7>_cCw{+)O>nL+9Vf#l0Bc$dIU3Dzs); zL6VFrEP1o?oHSr}E8{dhEh~jd&dN{Iw?YEVtlU^Nnlu)^RHK?nz$+@-+DHYKpX;OD z1LQV$jkynKYpY3`pNi zoAp(&N?mS1FDFEF(t+!82pH{X`>Kq)AJ%ASq=cAOvVyp!t2IRJtU@$WLPRSWh%USv z9nJSs9BtuEZ+3VTxo99wW8jg%#QV~<%$-o-OV`&Dkt6~Ib$@v?qku0ATweEEArh;V z3plS-u?jxL;mT(wN2M1Bz^K+eDs|tCP7FS*V)rH7w{B6?1fN zdb{1e5T};=LBPoEb4)x;`>*URnQ|bPomML*)!~4boBB`iqU7a4I-6{-vzSwh0Y0uD zoZ>_G{)G8fvrCudj2sF$xl2nDoakm3Itf9WEoI?lFG?z=#ejw}Gvgn{*T-kZfWXY{ zeBm~GMl%)7Bs?XVjpAGc>saxxJIR1o0zmtaNw_uJH?)aRHea9SnlFymOM@eTj#A57 zI_+6-x}QnzRLD-@3}(XsKqgr@!xw!_dEjFjMF@&r}*~w8Zr?*_Z zco0e2A@q&$>|i7VKIx*SHXWDiW_yywF`kQZ1kiDlYTTS{vAmoGBkb(eDqKcykyz0n z@Ls#J$X}+r)V4I^aJxQCf@o;1cTd4=N>NPZ=)i=ttYR|d0 zeGFO_cIUj!-$Jq9yu4yPOrYC`^}5;Hi%q1Yx$Z+;aKHVq`YCLn#u?v>GOg z@%J86O%Q^nXOyPBF7&l2O@$3~Jfk$FR2Yws3Lm&MbwX8|+I?5gK6uww#L3m{NC(Lm zv`3A0ec{`O^;-d*AOuZ6D5;@Ru=q=8_#2n5nF4wu{_;HprAekXVX7oP8KX&NqG4LM zyIwZQAV6mjj@xN_8Hli5_BwJdFVR2f$Osq^Q~FNqjqTO*COBC+M&Bt$0G&iZwXL_X z%~%EHL}v(4`4H)g5OAVFAWpqa(iNU1-zQ=_sgJPlAZYD0unVC zasjP)h;3-5baC5eF$B}=uFL8D2)i` zyD8Ov`vPTb3~qOMnQg!sRR)n@&7R1RsL-TS!6-y}3IBT_O=1$z60IZ*E(6CkIDo(eYHfV zPOvDM>=ADsWLRa$SCB6zJIAKP!@yz%Scg6mG=Z5#J`eEpwnRg zGLl&Na!nq@zXE*l|H{DnFwrKMXpbgzO*j)OdP<_l4sv#0-gO-M9wy1l~@buboI$`Px;7p zs~O$N_j0>`K^?0#U5qI-%2p3(B*kSklMi!j5LX&*5O40NtPXT}*@njar#U6Kr17fD z`>C z1N*lY7iP}xWT>L)fWXY%L%@Rqn9;V6{c>(y<9c}$9&^eb9|Svy$#?-CBS&;-pr~vv z3MtZ#SGkL9u189_Io;QLkH1Kh8e;4#ZbOZM2>DRFqr?;aOTu6-_u!IH3eBV3!HbAiTb{U{gS$&msGnV-L_v3AQ{&@5VU-Mke2oW#pRqS z3I$!c3kCn_(DG%pGfvE&%yWTm!%DC@&R?$*97qUS{z$q6&Hg2G-z!=wK79Dqp@q~6 z$&^os1adu{@Aj28cdtpLhOQ8e{OLTbP3ddDrkP$kU$mp8iG|&e73}aF-1#ohgQ2_r z*#J^dxu*}+QfQTt8|<>1j1dzGv;Yo>xpWJ>3#BY#e>3M7{QZPi1Xp#qbDI3c_6fK6 zAc9Bs+yocXix270-yNmn@0-4`7NVbwVFV@{6xvl#>+<@I(R8uz9thwfrw++W)Z%h=~UgudqP&EH0OlLg&IkLh1Vw398_<$wXx`#sYqf z06L13(!)F}Ht%zc;iQ3h5K;E_)06AnGGUf6_Vz~rAfp%3Wc}ZK7sJRrD7-JtwCmHa{T;*=LYgSZ|X})E>obRcFLiUtPq{hogA!f|n^~a%Ra#N=yVxYg zgW?#iXaoQ<%6L`T%R9z+HQ2|ibZXis{NZqJgE2Zafp}Ozsq^wlZR7VC+XHnJ(0U`D zaWb1>uc-@Ra+n?5mVxF~Gp9|0K?=$&y`Fuw{V1TP#3A#d8M(PN$0%=qcD$b<70Lz` zWyoM8*|80M5J4tenKK-`P=G6&YmJCKWk3(^7JDxjM>5b(B!HFq9t%vjAlc0%LhWqV zE{E-<0zP4Ml4H|V3iNZ0?uBN+54We|V*66AvY!j?g#ujJSgs|`7-M5OcjFq7(UiHpkcAuVtgDlxh@#Rz_ zydsV*Yhlida&&m$sKh{LM|*dy;8j!)os|A!ZZW_`=`MiFD>{oyYgC&fr2{foC9P;H zk{s{ejP8T9ETVyet+Ee6W4mu|$U)4ebgkwT?NuFSQqDRC2YY3W!->B>1!vHTCTRz8 zv=DhF+f8u!+W1T?1em1#&*XBU`yY+((fN1$B`QbJyoR$91f^E(!^b2#Xe)Cv;fnw= z5nKt1r;54*kwdxTc}4*WqLZW0)PhwL2_nM=0&Kq-o+svopI}g5!9@ckf!6T657428!Y0lYQ&OYVu-52b*Zy zF74o*%gLI25;3&w{nR25Pzt+vpyZ?S3whXgxN~O-aR|^sKEA23XBT$WAy6rF{A zA^k7ATSP^(aw5o9Iu!f?rXWoT@5x7Ho0SdDITbbKy0=P;B1M1=Q!> zuqZ)F&?@6qc?lX362-`bA}&BRd%5+wxJHuz0YdTs;qqD16LL(lG~c0E0uZf+VHvYHDTUIint?7`5XL<{ht z4+3plZY_{-l%KCIIVTKA(nF#Hru80TMFGVv+Bl2tX6CN($$D#&j8j^H=59G}XsCIR z-kF^SOcp>702oQ1^?gXXv}87?lW>wrz0WFw!9ZF*I*nOxd2zVXt=l`scL$-O)#8JZ$)-^+eVdECAio#ck(0m7X#x}LpgrpT^tZ-ATAX8aB1eVARF zARv^@o?#C=D>>;r4(Fcr%-teE{CqpHp%Kp>n9dUy!uxrPM?GzqocsFvIHCUwyJnYC zB6_V5LBq*K`MUh>4o_Y-^;1dRobfZO!*1*w%{CFjd={r$?}@ z6{CT6wspNUV-WLnTy2Vn!$On>E-Mc6sHOF9z6a+?jT>7r5wMkw@^zCBma6r7QD2KE zA38ZIY*)k~t}Nqv+^7Os8+4`2jl3teLftwe8!?f#R<>qj^MkBKb;?>fDy(i~^ZXb_ zwsKV5&d4lGna72VtC|2KCB(FnVPRIR=6h-2CpC4)iqSAT^Rjl&O*8Jesw2EYS_sKw3~Ljrh`Eew0PRhiU{CHCV)`Q4Uk!q3s;EBt2vVt!2$v3 z@Xzq-y>kByF5bH~5+jr#O-==hymIfFU%2OW*-F2xK-o&Kq`d)=E_6M-aK>^Jk|4^* zNQA}UetVik5isTMXGBOGBNITVVrGVOvD$@;Y~@v~6C^=9`G7_fW8R1^<9t%wszOWz zYh?ozJwx*}-KDaVH`bJQmb{z@ww12nDwi2m;kI%@Tqhm4s1)JurE+&A2?EPV1PY3h zzKhowpA;7*#DsWqh0&cZHrwX?-g(*qN4wzUdfcKMKb9z|#J_t}xKkGatMIsSHmg!J zZy>cKc|D8_T2wT|*<|V#(WIhioR|pR$_A+0NNtT^ez3{L=pOEqoK?N5Dj6wICBpDP z3GJ-0i0rjZR$A4rdsm(Qf=qwTgP zcVp1RWqXC!r&a(Ts=BYZOu)LMA9%~$a28>{lT#UQE0|s&0N-?V=GBBcr``5)N|EvE z-W}4j2hiFtO!{o$f&V(kCGx=GK%#(#zvhe3C7!b0V+3}w8sDb0vZQ+g$f66dq;J-`a^xG`dw{T-FBq; zY(pt6XgooEi0Rdqvi?$VlCweo@m!sUVfN`gOoG=v5so4$=DrfTD|&M<$8>_->t~0f z99ogSAyatu&+BbUgiZH1(%stA)5c~pqwFPgmopvZliPa!ztIai1zV(hN{BD+A0KK2 zlNOo|Etuq7LH34!JHF}ytW06?YQ37LO&G8*sHO$0Q?um>mmXMo7iJgZ^4P5Ir`NO9 zLH3nKue>2ziK5}Vr3K2~r>y2u(a{Su0ISr~@eK$eW7k#{vP5}RfG_x#As!BtW2$JgDQ&6$g_f*jQwD|18g0O6{PN$*F4=NVlt z<4*92W~_KKL@ZAdh|s{tRVnfQ@qQF4(PjA)VTSjS7398=Vv^F=94XAfa28FMO4$Hc|F*pHqJGaYTOoE^XN7A3wqu1|C? zAEiTG9w-rr@USY=r6h+GQ_p#}ZYkXqG;Inq<9y0gL)U)a(pBvXIjd2;l%5b8a@26) zhd#^{m>`MX$%lE} z4i&m>l@e2i`^cY^R$(tjz*OYdLQyyly=I!B z#Zrd%ujOi^f(JQ(aP5_SvRTP3a6eHY|JDdmgs;eFMG&nKZiQ&V!)xlRgc~6c?)rwt zEVjta1clkFL)+$T9v5-}p-nbnhf)+t!63nk|1eVVLk=KNXYY4Gs<-kwYeWd|wlV?a zTJ7bRh1rT*?d6v_1WAK@7wDEZ)NIcLMsZANWeA*BDzIFSt9?$kSH(RpCnQGej`6tD z7t8fbW`=$@S3Scarja0kj6^8qT1M*aG_R(!pow}?3-O=t&$st12%jn5$Im6j*bYHOKQv}D?ilE;q!`^HMCi-ol1{oDnjocKh3=gs ziQawhOWXyVCFRJGjahNPu_7d%kqI?XNjH?AG}ydSUP)Ua60DUAIC!#I-CXZhjoh4C zd^F20Tv|B-w37~8sA*SKp9?oCSF;roA#R>~tA3>&<`caIEme23O|#X_cE3E{t`AeX z)oC-`ZfNIEEOPd7tF3fdVNGXmUg!*%N78LCKJKs3Mt88@jy zZ`PNs@2Z=j6`sgaQhbv)1}I7C?iL?R@R zkqIDQQX9H1B2cQLq*^HfTq`+3+-)N>Rv@-gB%+fHL=1lpG?ywzrscyQD?_4Lslf6D zcMS68R1_SEkVr-*fLt&A`SLiSiO{VXf{SWa+*9R}I4u9(qq~_O^P4*YLKj*rXu|aR z6fF&{N~2v$YRF1OhJ9SqV`bUIt-?A#mE&aIW3y3A3;h!@`g^=N=K{0ZRLcxPC9UZpzTi^o_0m=I^3F3yqY3J zMd)VL&|-kV4>JM>x>|9++#SO!sIn8(gh`hdZ)m$V-AhZ^huc141kU9H->tS-*3^}u zttlaT*7$?bAzj6$eEr8+c#TEzN>8f?WW^T1FFwk!DrV*bMGda1Vn#}cYb8T#*PAy? zML<)#ahqHa3FnxSVna?kHb}ZG!d4nNZFK z8rw-zDF6vfn7f`fr$aE;Smmy*oDkhf2QG`NCQpEQU?i zMuJeoNQ_W|YYQq+4hM-s5`p4E$BNE>Dcg*SLq{hkL<}|T@qj&#Du+8?&$SGASHW}Q0OtB}c!3TQ zuV~BO_H=VQeLFaJ&XFin6g}PzXxdKWHxS5Po$| zDNCt!mEcVeZ>KEu97oxy3JB|?5y%IfR6#^}yhbSq zD;3b*>o>H}I+@>YsWE#Y$2P?afs}KO3loi${K>b-?j%O=CMC2Hepq}GBbL`g#-PD0 zZi5uw-v*~rv(69>hM6FZfsqerALLsj(xtI-4}S67G_Z{%4csCC9bKcgoM@R_6hL{` z$jecXjdb8jKU^$lH(SzQfY=PI4YIaxXZivsm!>AUx&32I9p!qO}{Q}{lmHN`DuF=;3u zE~o=SiTxI*pzpKG^(hlUK#{AEQ=algCcQMgt+LijNshvU-&*M=B3$v(FJXW#o`?{l zbaWn;{h-Dc&}y-w1VVFaR7IR9-b3R^bm9~u-H*N$d`~qX6B=bv=_ef|N$jP>P2?u% zm`?Wex3Ez01YIaC!KOt*rIroZ>To>Bd&g=UGAl`AU=e`sW=FyNBneY9@hrW4LZHP`_A0O_SGRUt^)7UX z>9_9v_->V2zvTkcj9NTUQcXm82<5JYGfiaVr3qOy@R31=P8A=Q(?xK|qBh8QX&M)g z1SYcA8hK4^uhj@r@P(g9=v~+cs)aU!6lg0STFaK@bJ_WLQW;P`7fA|S*e2NkmA&-C zYI_ro&1!q;PL`rIP{2Vp=yCL}ZP2YG4d0~P@fMKHhkYk(&1#zu2upF`t(c#=vc10c zO^V=VkIHH$eW7?!*cE#yG)ar$qKxFw;BY7B5o?DABu67b(t#WJ=iOqoQ6ym-SvtNL zMasa~ZZHl5Lv3L6(i9&4H*XEuWVFBAQXQpLW%812S~Qf7?DO1FlC|KBOl_a16{WCn z7zqN+JZ!M430P4YfffSW8K>Tdb+y%8amF)|e(IS{A8xOSYnByV|j&_~+d z(1FizZ1beJj|4G+{hVyr5N#ixmI{`)eO`_V+bN5F(e`G3S|3j9P~Y-?5t9^PcL>nh z*SM%hSW)AQi~y0((xcbCy)k(Jqhy`sz3xs>fa>K#%>bGiW4LgKxhZIH)FJePD-Gi zYzMp0q*T=>6``pW6JoYu0BT})mUPH^=w1Ar{V+b#Wjuz;=t@{UlCjveLXw8XegI{ ze0IOMhb%-%c#Z+xT{}WEWHbpRVry|b(#nvKRw}SuM0K-qVS8B|Q9C&SW;omFT59)v zJgr#VQgcZPwwy?G{nhX?5eTLy;HKLn`v_wCSJ@!;&rww3}1B;0r~d`Xns4v1AbeY#htcy+sP@$U&{4Y zAWOkdhzFT}AjzCIiRXEiv}b3~NdkZns^<2tq3|ZRsFYVtCq)*&lMF=E8+vxJJU5!Q zLP9(v7jP~$*m_4dX`c3!4a44Qxt-H-qs4UHthal)G4GhOb`;TjBnx6a&v~|Pw$-p* zG&T$Fe0vJ+h$)_J4W)&w1QP7_cbumhCi^92&oP&Qrp>mmFyfPOrK^r1MTu4Ry=pBjKgm;WNl`5MsVIdLr zlc(Xf^B5&)x0gx5xW@<48(!47Pbe`Y6#nj6xp`~BijEWS2gDQ`cs}KS}x)lB}FT5 zxtx@cgOv=+{74rPO=3p6v)F85G#6eu%TTgO+Bp{{BLCeQ6J-Emp8b5F0*g@wVZ<0E z#A)<8ERbO_>TtiA(?O$6cyoJIjAFtfA`AyK+_c=9vNFj4P&_SXMF>bM6F_bo&YBYW z`MyZo_KH||_5U;XZe4C2SDK(}b(Jkk)?Kph5-iISWeG`Wi>A6)t?rt6n03~yc~H%&nWuS}$9b5id7K|Jzhu6>BX&gWIB`zk z0FZlXbz97XbH4A39rqnOA{v*MGN2Ms{@GQclqBp(8b(JgZzstBR!XvbDJ#hZ5<8Qm z0ZWqf&(2CxYsipluoQNu&D-Y~E+Hov0*Za4^P;bH-yf=J-g%YqN^&%t=&?RUF4dT` z>MC@&QCTLK5<6oHX_zB8-mLeaHyYC|)v6+GmLnltSwzSsV!}$qr|$7VnrOl=(zbXdg4l;mZ~D{BAS*gm5J};g7ERNIOp@jJkvDZUiP&Z7&oY^^| z){eaiH+00UPbp%5UM)5fs!iA3vCI-#Mj%&aZOQLWV3JG(inA!PJ=TaHPWJeJRawuj zx;4n(kVE8%ul#{xZSE^qQOjo!T0>=d)l7sU7M}CVO;^EgCx< z9db2FTiIpR9mp;#5c%!3<&(jc@X4RR-c~qsi)1^4sxynuHKqEGe*)DJy$D~U zWKX8J3bkbEKSjy*%py0{BI=awVN*-F9^U^GSlAJZSbNC1Din*std}~SEo;tF7ZSDz z0cvFv7rf)zwGUiPJ6=tAEvz@*>kWE1m-oRCep|qjTYap;ps`IVJnAj`r`^(V6I&|usMWdb-*M&8URvvij=)1Y_768REK#quEB>Fh)mg@`(_DVr+4dLf>c^qz%Tss+ zu(M20LH~94X$iTSr7Qf>rO__+>hjYcj`dEi#!J0rylSn?CS^uETxu}apH3b`1L4MD zkdY!rtkGl`v#O$YbO);H+EB7X(0*3hDr!4-psKFjBvnD1X?GEn?M;_z;J5+YVHf4) zqwQ)5@rT&;xf;IdYQY+sqnzHU=3Jh8%|Y(3p*boCJJp;k5ngjpHoQAB7~k~iE;-z} zd3H1$3}~$z*Bt6*bQ5=Ej-alTr1VHrV9#!ji#LC=zP~pep|t|8k*fv)A~iXr=`Z``a{Ix#0N z+3-4~?om&#j&IrUD&RF_GQZ?(vUffn_Li$T9MZ}S5-zlF**hl*s--7ich*i8&SM;+ zt;)fcg_H1V1QJ`lN$uVjtRjo2E@}g}HED{VMse!(#z~0U$=xTRuFaI~M1e_z_A@zV zJHa~s0z3M<6NFiohMZfD*-GHm)-S#4ET1gQCvm&KWnm_~8gaxXg*n*`okXsJExRGW z)u;)?Bpur1$?h(CxGzY@0!_9XjRmkZ;sS25SkixZf@`8?JNF-Y)H;cdSrpn$-+C-? zvO+h8*yHK(5)G7UITK~#FZPz@e@M}b;)QEZ06?}C>L29vAXxj?z zP;0chcU%Qej_2j}>vF5U<#=8JSL;--IjPCEh;L(`O~=?xq8j$ec4Z)dt&@r9P0KAg zo^)d0ALAA@y(eKyC$>SXmS!16RnpHhzECcNTl#q{WVJ5g6k*8cjxigb;~L|cBnN9-8=R5!ei-He6n4=2w>OI=v(q+y+|zUZdor3VvRJj zkSv*-44tCGZpO%5tnEw|!*V&?GH5LUU!ymnMZ_oDLpla4HPGEQ-#u)dSkEmY(-j;i zizdd8+g2ZkS}ReQMPYIXG@hm6&bAx^InWw?j&~h-k(*^V^6Fg8HU&9Xvwbacq3lLp zo!i9oiuIBe{H!-W8BMx$4NP)Pu3lAu|=yOTh<+qS|`;7V~Tle z6-K3VM+)nTr=%h%pS2330=grGbtP032Hre-?2>j_(0e#dw;VCu_}Hat-1?k$?2^|R zol$P@OlK~?jm{v)GdiO@-+}E5pMCG^Pw+p*magv-OO0&W1&=il z?p;`r==Xa~f;bLF#^E(^O@`luYf=Ba-Do|{kV!yUk)+~$Du6KHpmAqqQvRo%B_*a= zD?RZ?^~FB9hO%X`7tCt8@`lrv9GcR+m=FC?{*EmNR}QpBo#U1Akn}1{5&Lu+T_>@n zSHVJ7OA}5JmR#Av9$#g#Emw8`S1pLRL`<^nn)OC=IEjbw3*kh_Npxk=mQ7X(yiRDW zLuA{tt@Q9=Msk%EkG8AU3|J$N`9xCES2-I!qP3mV)iE~jDQR2!Div^zM8z*sf0}A4 z4dQB&68m6FJF*G~os;Wcbfq*IemR?t7K>@clJb_}moavY4|32VK%NdHcAkN|5`F`r0E`f_o?dK@&jr7zbYW<>c+^!w(6G4=wk zTpa9y`w{8H-odJmL*V873uV9mdAs(vj;A^WbzixbIoYJ(MjM^~TQ(_#SEG~IB=?h} zK5?pslb0<=eHOAtRTKu0Hq>axh5}xlq`*+gSd_)tbV{465^HZ;#-eEC8jV_kWNUH& zP?|M``Mc!+AjYmy9M3C7bGj%d!hE(ZiUzV?AzXHuIzlMXy)?TJrf;gz19mcUcy~>* zr=yo<{qztCnzf9}VSE>-AY?QCMj`v{m{lr5#w0Ff;0iRkS5r zKaTYY>+F`@1mRU{Vm8r}%uRY@_qpj&>$OF>ne?tKPqFZO8b?@f>0NQ4HToQHy#eJl zJy_my<-+N!88Q2JT#-vIuHhDSgsWEj0k>RSOTgC{HK9e!`^(e}JwoSw(Bh#f`@#RW z?Z%8*vb7VI&?(7Gj@4I_(jI~>$La>LTCimlRmp~QHA{p#Z`qIvW{omo6>Uj>o#1rk z+yFIs*wSBD0?(`UIz)DI{N|A9_ynBss8nw`ev7f!5G^W1vo8jG@IU5i{S`&>bx(TH zI4OVl^4Mo42jE>>G z(fq&L0lxzl0rr*yF?1^3m$%>*JfX8!+X@}lJ{CHWzuAJ!pb3?C)v;-DP0s1`WI91~ zoN7p}ZbKMg3T^fH?QUE8TMJ1O7;K#-KA6bHcP8~?b6#>JH0Dxxvj3p|HpTb;u2%SG?%`2 zss8n5sdm;2Tk-$%yH2^VZj*Y!a28m*O*2*fPv53h@iwzU6^gUN{<lj!Eqe$_w0^csf&{k-*d|PM)8^rC!rRv`svnNz^q2`n6@B^D)+g z-gp(wO(q-Ud>S^R(Q?Ze&`Q! zlal|=6_UEteflR$T?JD%brs*a)cK%wlXu4}%y{`Ez@tfbh>TWk%O*kV6}U;|Wp*iJ zKCUf+XG)k}M%*N>tr|M7Ry2rUzX%_onq7k3lxa6vgs()dmK!M$wchuf#FWH^W2{Yl z&voGIXciqJJ1!N}9r1u*(Zww|4~BiTOsW8HUMf=1Ny(`fU3K&E_{J3W<@x9vo|!K8 zysJy;{^yOG$Qp(^`AJ1$c7M4^MJg6Em>y%3ayS1!?k*vUWWBVgPh6(>`$H;{V~Sll zG5^Ev5))9Ymz3ZGmk=MP94BOm>z4Yb(e=Qa#3@$+XGA-GDMHm1VYr72h<&MzH1DD! zlo+z&V?~k*e@RivV-F#lCL2I-+ zUNLYyFSJN#mdFy?teejZBh)&9j#(7?Mfb1>Ah@$K`!`v1ufeWS8>|Z( znNtOJ^AT|ZxlXTAAZp)_Cbb3=TlWWO7Ah3~TzCGpta`4XKOaA6LV8yW%Dxef98Z*;QIZeC$MV z;*+X3ccPSV>*YFj(HXaC25$fx_wQq~ihDmS6q~nc73ejZ%SuFf><1O>q~yuQ&2S7` ztJQIf$hdLW z$1(!N%&6|*-p1MP@RGvZudZG7!7Nr!rMqL3DAELGT9;xKTgAOUVhfi;gn=xATOGRy zc+`&F&3pe!{IupuHKIT6WQ`M#+~$=%mh^7lFQPuffGZIi0-g?vMh{d6l@`V$|i7iHq`Yq8|hd|A3-QG#uOr( zUlet@U49WlNW+N2Vr|H=o#WAceM&-O8#jD5XmjTM(?uV9IhL9-LKbG*O&R9Lliu01JA5>QM_-vZ8{f#>1OC2Dt6+uL&X|~Z zIN=l@_wElV(ofrby>wS_mym_thRufbvB9(P&z$HwgIjh27T)JgZ85xMLw~+?CfnQ- zK0Ce(__$k|50}fw_|YFMHJbA2rGh*8fOc#9TTPQ_SRa;_@cs2D?|nT z7pwmimo}VWG`E^j9f;g!*~`p1A*Lj9qTqR3j?RVxTdEn5S4o@_>RjK}-HZF-7mv@5 zrsGjxW#Yfz+HiGDqRdWz*@V~uP*Gm#DKod{&33lhN_0&+8C-xRQC$#W8et_ZM0oay}Jk9ujo@eqe0R6D?!C8D$Ki2$LA2s0*HArMhD9nDij5Q>N~ zg-D7zN+0e>!MKYG6SiVcvDDL*5I#Mg`**q0WQ&7?4D-@GO!J5=d)*b*0s~q0FEbXw zz7~qR*V3{L#M;u*Tp}-NwI%i>(q1tqT4mhstXAf!ly!=w1q@X=)h;)`16gSvktJgs zmzk$MilxCoIIZccofNPHi3qZ5aW11MI$$}REYKyErWAK}A|@gbAs@%((Z7d~qtof2 z3rRTZXNJ&6eQ#-R$FdT1B2or~F8i?gb~?r?J!T_%D)4tZ5vAZogmvNgEPFWb&FTtK zcAy-aKG{m8SVWSYD$M#l%mwjcbjMM4bR18w1E8?I4j#Mi!Fpm)EY8rHs|ua%UrV$G zL{VB?N$E4jRM0y&TjJpl`UZ1Dw!Iby%7O89mbcaXwqXT(mf8IK%IX*VsxUi;X6 z$b&iEKK*{HY_H}JRd#ubMb6!OiL0?w|%dj1n4QY z91;+MCIX_c*dZLfQ=TmzHmx5HCg#%%P|lK*0dDhCRdNGMGDu8FxROSD+zyGu<8m_Z zZjwwvN)YSB+R-?%Yu{mG=NCi7eEyih=S=6qZrJrEUM4-rLypcG>j-Lwt2yI4!B!Fdz%_JFBU{`SzMvB72Lkr?G5zYt#K_2fD*Kf zFVyx7J^2DF-mB>Ds_Y_C+@x!)lmN>j8f@#jz>&6y3oOSpHEvx)B*h;x2)mT1cud~B zL;*pwVU#Z{wx>3ML8_r?+*2D2%|ww+j!W{?#5>vSP@K*4RAH65yTT&rwHqlHh#aE3 z?M&zp3U+tVJH~Oqyr)*jEo7svCh)#4&TGVA>ZgAwQHd}cRHxtWVB z#`_TKkjp|V6o@ecwa4f-mY-h4GR+e4u?VJuQ)7WPS!MD@YO9cAwN>vq+XnUG7&jN4 z!lvYXh}<_D)eDVRR;Jj*dO=Z~tj>(P1EK76X-aRP``wL-VgfW)mUzXP%X-hLz|dYLCY;WreJJaTq zV*{e7qFVrEeiq-z)qH*y-M__md`b36eaAa+EszJI(fn?^6W-AvS?tvKEmWCdL(h&xZ6%a)=0CQBFvs35ecJx zToXDIDe7JtpCD0n?&1wN6KZgX&{5Zn=}!fe~-7|0q~mQ#eK^Kr6T zF5}Z7w#`S2StCtYMVs%tCr8mSADi^u1QN3ouF%P7B)a^o`DjF6iHhdNQMlp3MDH)% zV0bX;>$Ct-65?6(md8z4)P*mGdOr3490G?1tis;&0+~*q_vw4aPh)R*g6*?&=@!o)-9LaJ@o2@d`IxE_ zH>E7WE>;qkg26*+?9wg4aVco-QYhgibcJl9$1cnoYwbl@cG!6MVPr%lUmm*5vH??; z)ZE88pcTM~f3P9HLQEJ!{q9uB3YC$Y%9iFUR0=DlB&w>Bh8fmWPV{_zV+{r?rNOdD zk%%?$oIB9D@NdwV&q3>8M`&tSQ0avGdOG)3+zR=n*+j5Y`j^$Eu$u+m6_A#>QARB zX`AMqhf8X5Toqz=Tafw=E+xkO=<-gN>i)uIZkTBsTgJg9#W*gpjQAvRpdDNtd%e;8 zakn>86)Zc}qElGu<8Y-t!V@}|cJsv%720w4YaLgW9SPMCdc+Ln1(n8KP+o9392s>m zDsN)l#;AfPDRg5!V^nyp^z1f!>u-%c8BB;I2+3ydaDJ?e`0HFlQ^x}=p^4KoKi2cM ztby*+oUQl>rG% zh++dinnfOitqjO$)l_G?3U5gTG@+6uD_bnM@{S_kLH35;n%r`LLKwA*^1Cke+cZ%g zQ7EG(ieDIOPu(_6l;8=S8$p`lKhh0;cIQWpF##ncQS&tVL@z9C(>xKD(8Ouc#c->% z_%ax$<-!ir0xU^ORDm%ky`cB4Z&Rxbnovcxil)DlLDW-iQ>z@H5Q;oAL$(2rrq#}k~-%sFcq24Qj^Laj$gAUK-O4Q zfeLZdrLLK(FyvxQFEHfKuU%6N= zB&t4GQ_!P}ZK@B0N!p`L!(c*W_XjOzK=ZN$ooexu2n zuV5LFh>dZD&hB(x!24KQBxtU{PV}nHL<>z3LLnt0>TjU<-A_qK4g$(*0;3$?| z9KpEoK+1alv7?qOd)S-x9z};@HP14OqDTc<5*siMMrV4tZX-rQi5VGL7-iM=F>bD; zFnU$~4|5}qQqv(Yic=ms!%CZv9}rcoD4VzW1|%jVTuEa{x9w4yIPASUTI#K}=240+ zUX9-9rZ?dbp#(-E$u?gwVepeD-B^x|@LM5be=Ryc!Di~3cVBP2R3}N$A9L$3nsQ4PMf@`dpIbabDwxM1|eRku%005e; z6sd+cwu~Vogown)klCSWVyU?C(9~ckCO#nAl|4IsuzRJ-gZu2Pw^R(x0o06C=0%`U zIMlZ-vtb`ZRqe28%j{svyo4>~#0F~H^T+pkSmMN;90=^}kEhY8z}dD;Kms>}Jc@CJ z-g@Yw*UH>k51k-Xa~n`0w*FT6?2PKFF`25U*&(|CBzQwip_K+GK9;h10|W$>vxFG4 zOlSJEjOHvrP%MNfEOws52bnfATB(}QS*VJK9ylVY7&vEYF^fy(VdIJ+FcG1}mehID z+3=g`NRM|nAvG`&sl^sjZ_?Q}Tbp$DO-%NUGpSwQfVUV20IzVGHC7vN{JY|8ywNR2 z)ASLOBw1?2e56mdYF<`>5Hb2=ainF(I~aiu5Ra_K+Ra<`04Zj54COSgl!Z4*<0@iX zxjgl0TsZ~dD#s>ibVxC)V~{l3X&bKS9%8uj0QZilq&7bDB>>Xg9$%k#O~zzqKBlzeQasWnRMUCyOV znb~f&v8a$q^7XH)^kKh04t+OgE}^pFm~!lJU@KCsSPma8bXIFMrR@@h05T#-Lj;mqDH z*H=iv1Y->%k!IJMQ(x?Vd2lJMEW5A2kuuFA!tAkCNnx{DTG!uaGqs7u_Cp$xb)X8K zf}=B!D1salt$DY1G~z#S4%pEMlX%1-l+wv%sy^pC8tSqEhe?gFh$!7gtF)mWjE*1cEaY0E40gQJT&(64!KxzQ8q40E zy=$|N160u|?%Dq;k=a~jpi*Ym!HXWd@6hBbe;{X(rG#X?Z#6<<+;tStwP4x_zZ(Sx zw^{+Ua1U{MJ{sB4+=KFF{EaM8l-Pv!`Zr)o?Q|#I4pH*MQ?ooyN7hz8;^Kb+i&<%+T zzR4KpB0WI0#MI=1+~%w-@~^q}Lr@3jH{mLe3k5H$Qqri(7I)ofCh5NGvd{GEO%sDb zNeG%!9lhe_FrS2GIh$f2Gvvc9&qm+iS~R}17yshCFuyAEXPfU5VySSH-bitZF;!(T zmtKD}o$hhhw3=(@VfNNG|9wIf-KVXfMS>c%;(&SFl}YD>)t1tK+$>|O(aSkp{jSSu z>+dx+ohCIfKz#XGc48{!U)Lv(R#xVJb4tYR!*guhca1aXc#%wxKbyOKN_Yu1A)Dl> zb$LBNqaU5Kl5O*1dl-z6*P;rSU6g$gT}at@Q5FE2#a~8g14{754g$6WB_cD(k|^uI ze-N)&Hg;|kf?^8SDQ(Q^gVFF|7dH*lL~I=S=dyE_QhsSL#jSsGrPun{MFxBty5VW; zV-Jy10+=B-HBKQ`O>uKm13|G7qOeGfD6fAvuMwq{?+1F#+i{hGB{$%Tqa`1h`vN3g zcA4NIg08i1yYVssLxlD-m=RGq(77=YLxe;++}XCJk7ldA{%VeHfR4r8{_x#0o{~^z zlY}SqES4z2I{2k=+aBsMcvX5Vo9MB<9(`}@f_7sS#h*3q^^MXHo#rx9_lorJ6v#hj9rc7Q}Ebl05H(m3K)P-1#U7RI0zQn%ZM*|Je9 z6r!aR;Ft?@OI}Jz)rHraDGAU@N`l{9@d$bfxL<8TFxk{D)s1=zjh9dpvWaDa_Bp%^ zFwCNj+UEc)RucT=%n~$x!Ox{Svr*F*0oKS-^~FxRsiY$a8AJcGDV@499^)>$Wt3mz zO&XUJYFS)@S@O<$St5lvVrV#j5D9GTWvKwI(dT$Yo(*wiq&njbHZop>SP~Zfo-AqR z9Va|2^qZA54OpSc@rj{=cG8wIy3bVm1vYA(LbM7ohDnsz^_C#Z_;;Fk;+7hedPF!y zJ9@s^BKK0@bvk1mBHOM*lWa0B!g%}r751l7J(Y@EHt9cYqP!kI7GM9iE0Z?5!|TUw ziTA68&o>ud0!}L~z2>9_qlnVgup5mc2qhMwZi=;@2Qm&lFZBtHJr5yLidppnc1wf# zMkWqw?37(_OpW8HkeW$IS%LiGY#xkn={rB>3>&PC#g!UzY&5D&Twfd&;J`A!RT>HW-#cIDZwai@p#fdolhqiQ>tRR z(I_qeD=7$gM22-VVG(7jd#}d+ABG4i4WU_|DyZbYj>5k|2o%1e=U384Olw_vZ-7YKP0ws?+AA<|EF)y6+c3^ zhU@$0JuF{o`~E6NXBND8$wz?{Ke`lRF25~a#BOmMso!3#W-}aJ+(sX&LvXL&kG$PFt-s6hV^bZj7sQtc zM>F4>T*bdjz{UHQR!a=%7t0pbL0bFF+oET52y*KxqN2^6cTn~m0nkb}PA0`PAi88b z>$a_vrBI930Z49HlGbR_>a}oq$H{ouqKmNUwm_))5vh>`sW z>bGu;9t{VrTXNe}%e^Ez%vnIQhC%*yIvis0`d0{wK=NA;5tQ4yfy)y|C=;#EZ+*#j zcnx;w^du9fv(|ig3_tfIx`-{ikrFVrm{_d#bk_D*#mlas+?=&;I}TXj*-$}z8^tej zrM1LM2*p#vMt_0hf^e7&IpYj**MGI_{erEw4Xwf3sz_wVNJ<5Bw3(yrINFw@%{9AC z3`M)Th@=!D9dA-P`m+`4e49^$IY#k18lLtZjHdcH%mWMNLdk zi*I&m+p7j%MfrV=LWna3*r=%}Irr{uU4V_cy25bbGb+GFX@w4}f?6_D?bcEK>BXo7 zH>h@b)t_EmPc`0y>We|nZ&HZATEE3m((|QwPg{PSV*C;%hQ>D|ES$FJptQKx`m43& z3QSvIiswETVpA~OLMKJ3}bvg}y+pxEpy=~di z7%flRhP_SP$+x~OF5NO|$fdyOPrXG&_am|fW|GM^t91?sQ6gyh4AOez4^^J5U)_M7 zY{4)-_2AzYAN--BJ8qr361?~!spfvpsIF*Js@k^o`#B>!*R;K7R9C17TDG+%mm0QR zN~U&g4aufi<6)(;a<=^leNO9l&C1mIMy;)Ep4Ei%@|qi1+2Nocx`&F_@0P3a>W7uD z`wvY^9!w%aCD}uCT}x5}Sk#XYUUHv?O=hSfdk%70MF^E@eP4E@XsXk>@EuOZd^s>h zu0p{E<)DPus6Bg1tP*#%JDMQAK={-dx6g+C)81s%*ItvX2hL8$EsCECN0`M6m+UJo zPlWpShVXYfr=tPxeD2&kw$2khcls*2T|t*rE@%;<9cfph3R0(-j!r|RaVS*XZ(OS(h3!6& zly(HhI{48zE?Q_HQ`;W0OUD9g%qPg0b^ z@Oddja1Kn5X*;`Wb{dXM97gfPErA1x@6b$XbQ#r>IGzFj>(@Tnj6B^`abhVIyMQXBf%yjhNuAD^6#pIuCbJoCvg3oakY#lKVQ|eK$$~T2_LG zQ1Z6eD$cUA`(w)0utUslDi^G}?6SDU%eq0?v(IadGt*7pZj1xavT^XR&N!0^E!FPc zI2N~L9Q(XZ62@$kXaRdC`DJlSlI(Lxs;u?cpWPi|DjQv@yOUZUV3%rr@Ehb+Hr{JuHgq~rePx&6Y0N0{B@^-$PxjX}yw&#fP^INf6h=PuPitprgxIFMQVe z{K}0R+QYq~Uc@#D+E4=qm$Ja=!z3&~E?&Ajo%c`gaGYO@#gV@c zR(S2`;Q-Ng2yHMSvK1MV9m|=F3CeOMZ1K}O92DzwqcuHlNmBy1EKc}lX)pGBv*l_& zgm+^CaXp-)s7p(B5)g|@0Txfe=jq^Kk>_L%%;$=nj&y`p_JStEiO)=42v{55FSw8p zjP=|;9cW1I3p{FlaqSjm!%z4orzV4s-Ry7=%w8q<~dxmP+j6;y(X|Kt`BnF{B_)gdkZ7=RV|m zgplsl411;dILLD!lH9+7+%ufjx_o?|s>Pt&A9YV?(SFiHjA7?=`jEny5Z#I>&B^d# z>x{}1{(t0L$cE?F(wM}7i^7?})$X;y)eg9dH@+}RF0qnBD7oR4ART{GOVF7;<{WGJ zq_zIB#R+bG)aq+r=PuG>`P!bZ&1`LO74O`7%B*GNM>^|b>5Ion1U;PMATiBjB zY|W=fSk+JoT;?iL9l1@Q2?-|!2x5c+Du$$hL+eBVT>NNMtpcn~8QFJ9_P)rzA+q;H z_6?GK+sK9~&?whst2G7OPw-)lb+es4X}bgTL ze28PXCrhk|^cMHgUE(i{tudHUR?luots^nAJyV;R+McO+{i>I7iDmqqlL4E5T!-Gl zF&i`)Xrai>k7Z6PS0M=xMW?GT%C;nSQ>+&x4( zX?i2=h7z0ISX)P6+EiG>u<*pju@pasVoOi`uCzxa`&=C=O=wO{Dc6N0>zS%UwOSe4 zj>ew4Wr$F=*Ju`PPM}frJ$8$yEXtreXcjFKIXT?qsBM^v*JXaCMhKtN%!v$J-*n7} zv@euv_CI5;jd1tc!?LYAv|^R|=1Gr(IU<+l8cgnUs~;5v)d(b>q1W>g|*4v2o+ zB+nWu995oe-+p-Nwn`I??m=x*D|z(M9WPWRk%VI8fL%8zjWxzDWAh8!nU1yt?a!A#Hb zSa*%%DPDDIt*7RuNI)Tf*C!l%{YEDfgjLdiFeAbp3ACYCSIg{rXpCo!XFxFpa-hZY z2ZrdDe+E6l%+u;|-?T1tS}R0?@wxqGYYl?T;3vewLbR#4K{IVwZ2uur+85f6$!r7) znTijbX43Sf)^sb-gaid+jZ%UxcCde(M)f8&!`|YtDi#eI?Q}9Owhg{X1LGHOdGX-C zWB92^w5||8B!3m>A;Pk3zO_E>(5Q$y@Z-@O4kX_DeMGJ#3ZLGQVjx)S=VfbIm#xv=nw^etbLn(;sx$ZIh6XU;@MKaoZ3p1RYchH` zur3zE$_^dxh2YiO+;$!x-!&A8EBh%ovr1Q8J{1Ah{uMx$nn}P;2Ur%T% z8d%X26KR_Qtc8sYoj(mm&Yr*|j)x<{f_yS7#oqn%HV^LPh1P+{fPQfV1%6DA4*BrN`lSV( z8`(gNRQ8KtWI%|EB`c!x>l8eIelLZ9?!u&x9N!q$srD+A$q zH9bKtznc2KbKLu*Qjy(Cl|nHp2&(uuS1|X#Ombtr zM1gsVDp74>K&a()qK}GJ>)hpotJir&?}Maf(%Gf%l9qw2c(<@!y1Y)(%R8x=0WHx9jk$gEsr4^nCGc*u`wx{K};sW6*pxJ{-% z!qy-hN1yH}CBkZ(f3)mi)j4tAC+=eu8u@~odhQEIXVgTcn|(Xu)=Q{P^)u{`Z^b zq)6gL#$8II4mh$yHMG55SaM3!T0_|;Ci6c+ha=%`-o299x@|SV=D{c?VVh2G zMy`mn3+K;fi}Tnh9M!P~qnHG`wLDR@&n~nd>rUTABEm<749Ovkm&F1fdP?>cTh+}?Bc0|fC;*SfUZRHI__HvKtT70GqP1yHW<_<;EnYZN1GUm7oAGW zd;9QnvSOw}APi$ct$%615}=)m2j%dju9d=y{y^BLzN!~k_}GaBQ`f= z>eeZL4Z4fBs5Go+Y7-G$!F2m4I@v3n=nGT}FyoV`K!z`s~ZrfnQlG{~Mb=9i6E3YV3cr92*Pmrzc z%4@I`mY^|(J~eY+)2EjyU*ply9P@H>$VR2tX(wq2nY5?rwd>(;N(J)auj{*YibCqm zTfOng5J{0t#8W)crK>?iLv>CtTidePQf0_+3hH&ExaBq%yK)(3kjF*C&e zHvF$@JR7*M6VSFCMfkzDV&`*%#gYV~F|cfW{{D^MT|YQHq+aN=`r>PS;O6X{DzEQ9?4V;0 ziFEaQ)wtXfZ9u-n@@eE)8li`f+G{4PfD6P&^g3ek;IAYM2;q#2`Ph18Gg z%QW3{fDOnL4Hq?H*^54EflVDFbUHuPpchZyJUsk^XM?&-jguS2=Pp(JM4NLLBPvg1 zEy@qDYI<`9Cl%eO9xH(Oz-ydnWjc5!0XLYxPNR)JyBJ^x43JF>2#yU{@A5M!%{Vh= z(}(EC`l>}}utuIpyvcsSEq-u|7;f#aF{7I;FFM~vR3djV&o0pG}3CYZJ{)OV4P2)uW+@BH9-HbYb$1YlVnwIwhM=B zYO&Al>O_%6NRgSc=;glP6(lMM9846q&L3B_Vg4Jlx4|^K=X+C~B@Mz<5)`IHhdee@ zdQ%+B^mi5fP@b9EVr5~5DY!XLJdTCfMNd&8pitz96EcJ4;6&;>=G-1BZRRg+-UiFT z2?AqYgKG_I{=gwzcd(%WdqZt+D%{YVaT{~*+ndj)I)Jo6@O-7v0J?aROYbG-Sy$9* zFq*37c6Xu}T14?55EX=rB+_Jd)nkcFZ@O&|E|LH>Im(7&WJCg!Zv@M2eE8Ekc}IJp zbg#5CGZ|=WCfZijr>1`$Gto6iD(iM;CPubqqT7>5QO3Q<<{do7b=SH$9qwQj5@Hum zapoNuCg{oxEBRYlg;Unr#jsMN7f-V`S<)k`1!3=rl4*)Nj-^q;cCnho!U(u{f;HVX z#cG|h&iCCaK|3q!2HKYOJ9Mw^x@CQdlPQ#@ot1S)wq^Y;v8-A9maB<&^Y2a(A&VmV z_nNiuLHTf_oz*^zZEN4}4HI-_JSJQWAE}Jng~!Cg7T@Qx{Rc8oW@3TOOM~e{y?(We ziG|=6KlsWrK+8|+$Gwlny4lVj6O(tu6K3&m{&1a_s$K#=R_q^jWqF-8*Qrd%E)bjJ zVB~w#gIZL#md>cfn{GWFb4-N%F>?!N#~#^}LSGa$ILMZsH5U^BXf+{f@oa*hx>B}= zeX~PXHnQW1_EF>PX)IQc&U)GnwN7OYL5(JdO#7zC945)g#Vd3#WQr4|<*kxFzMPO` z^^SCjy}U+enovb}EQaukr!OgdD4>Y!@G}>tp~}oU5!oS%HHnS3Ku076g{td2F{S;x zWiv@JXOC!$z>)<7!RY(t!bu%sD7w=}&e_;tQ<9AfQ0K!s9b$-T1zBkF=hLtLfbCcJ zg;gXPhaZOoz8y={ixw4DkY!1>&uDb7;D zR$EMQ~H$YIRliP}WOk-H#5f=dZw(NJ^9)*TBtTbp?(6W zGM!J;&mDJZYna4~>)X(0ydp(Y&f_F0SeRH@FGs6=*~IiS3Ww-oxJG z?qGCQ9(iVG+HhwK5q51`B9}7;xJ|(D;agzaU=U@Ce!=3w8JCC;`ZKybn+6gn68hlC z@E28B@&nNDQ=^RQh7E}XCtUWH6OMXQZ|n(@;iuGe|AZ7`{xW<-L%&m;21mPz;ETfH zy0k<1qmPufY&CLlMwi2+t)jq0RCF7jiB~Wnv|KkF7s5?R(bEos0$dgQC%J0mKDGIU ziIGM9TlW*%Z`g)Tx|H)`cpku3veBKqNgCu>W3gt`_3Nmi4#y}5$ncOnU^Kg-`##$+ zSpVe}r&AUusN&t7!hvbeiDjKgAl6}=PFU~_pH>s4N@=AjT5Qi>H%x~^0@k&wTevA}#&_N7)XJ!XF&gG0x1I~}hW-F7u7KroL0u?XZ zDWjX#VrARacuP$7?p=If_|yP{V2U5I@%Z`=ki5y~FVoO;IqhPD3xz!(CT2E6?&+2x z->u-f?ged}-H(bBhKpe#%!8(-0VEzhJWql^=w=8Q!2&zr^}Xkgz{OJ1jui zcH0&p$O(kSh&YOwZm0g7f}Od4dy9#`#!0DE{b(x|A&x@d{?aoe|lL{)Ki&uYZ zS?_|ColnB*GVBZ|5Fl0&=Z)cVKg@CI_9*15l9lajld`Iiix0l!1HKF;F6koyh&8m# z3vPuato%hbo`o7t9$?_F3sZJVU#Cp~i(lGVH8s*!5Y9@$ZUA!@$gRJ>d-L}G7hO`- zy>$Kh&He8F&BLqI6aP3Ac-EWXqtdCrSr2BN#sIT;{)RDD@C*`OPfMVBqOvhtz6mEN z+1Bcwj1enDsEk6Lrz5u&`&JnxfW>QHVu6|d!o0#})X|Er#N?`GL?Gm9FqomTAvCO~ zr@WhqhyaT(NyKEbhvjY*+u?Z61u2P`}jFpAC^F~)F|kVPTvGV_%@ZMXE-a< z%~N(Dk}O3Y3!5USVe${a$8FPIcY!Nh5tT8V*Z3#$?jtHa9?BFXYPQ`(k({fstKw%| z==^8AQv_$JQZLzZx>QNZFHEGA7|Swl+vDQ0P%?_?H(Pha4wM(K#>!|5Z0VG%e5_MS zjP6YJ8<;g0-T9h`xTZkVr7 z#DVl^7mtRgy$7SHYsmKHA*L-7*hRk_@(qd%+;+g&e26{qhV-r>y)2}#1h;d0PG6-b zE$?I{gIk<6i>bCve}xM$Crj*eVOzP)e7bAez%~{bJ6sr;PQAm$0d$FEfg5BE>0L{D z)BOh9{4%t2XGmXDo>`pf%uL^mP31a*u|7H=9|>17oA8KU+`)}m4E+UiT*5&O^m4~obh0ZwtXvuWCt7}oT&i;CQn=$ zvv}#QDQuq$6>TYZ!yc(a9sBWA-!hV)%apRk17U&RP~V&p-y5M~;-gYSJ}kHmRMPV^ z(iABbS3xVD0W-nxTX@jFP4sZ6^9j2cAk*STe~P{zZp;VKVF=kV1}B9ta#Da0-~mzH zE6Jee1=hn;55zkkVSBlb@%!akJpyYmAZUaU$5cFRrY!;~<-P;QuW5+nmvG*cb=>*{ zI~>dR+;3xGQ1XzvV@G#>^r^CWy|QI)%Q7>Z0H|UJ%gs(_@?bO=^-LhR_ieS#O&%;C zX(MOvx%KHbpqLpW_S-wK+JuQg*x~Q59bCHvuN8jvZmQO~!{6Wi1MdjrxpfDd>IPU( zGfTiNbB0ztRm*y{y(R?m< z#>JG62{e8#15`X2pdyhxIjCrBKV3gyolEC?bW_K!{c#I8r#eq0@#*^4V$a~mhzwLW3r0#?y!i4yKQh) zl`1XSzN?M#>HCyym%ZlK}mmZv7oc3n8BVdRlt_L&;;gvkQ%&!cV^(LBaDuKcXnukP)AmC+x zwEYJ}e~0ODMuw%QQ4&QNP`HB=$stl_7$@~{Cms$rp*+O};K#kyINF|`?I9@5Mk3b9 zri|GZOjv;-(L>NWMkOKYz^@6XL;oWdg$o980z9YaaK?A;{b$qQnq@#HUi2uqWqwZ? zHX9!3HPgRbIWlnrDEH{)7#0J|15$L|6tvb&r|6D-0m@$>3|5W{<66|m>SCA;9MNh3 z(l#K)(?m|7cNr91?-;HTPJhNc$Qj&aqB28+tiuTtgvhaxItwwahxe?C4wBwvNjyv> zgvIhPl+iN?*M?|NA2nRt!4pd((==F;|JhBJkasXeqFEnRlAa|v&b5~OpW!AtbUtr|iYiql|c5^Hoi zq1m#BC3uOx!=xpzIwLmf|32bEMTa2G55pioG+K<;Ehgixtw?Ik$VK*#P0D#_r?vRSXdiLV({9>*pvUtS0SNi zqWoiPP|G}=vx~-PP}azLoPAc&zcg4@z}vw$lmgl$U}_j#tkH2**+OGR@i+tA5Bsc~ z6m;>~4FqaYfi^F->`RDY#U*l+7Vhw&`>(N0zzA~j>9E_s!6KZpQa1e4Xv1e#8@?}I z3)a?J2c$$+*C=n^!OIAsJUi?1weZ-xaDOs=IHtpvXacL-*nGRMz>J6zA};BSNg(9Y zNQl3Mn1;Ss|5L8M7OPdp$!>bq1V)@S&Qa7t3)xi;AyRI99ZfK%bt&v+H0m)Smo{|NHxLLn}1~|FNv=O{gQ$@pJR(73TLm7KIaRv{kWzabuq{mgCN(qPqUusv-b`lI;AmI)Z zzzTn*rFR};i#cwFr2AMBS!P#NX$e}Fxa<|Yn#Nd&xUjX3?qNyfpj~LCRcQ>^z9L-* zMpwDYSRdA~brZUfs&`yNl=e%iqBqEnM5S3tgT-xA;O-2)sPFjJsnV7Dw;A0*0~@eZ zI930Dl&+VgEyT*!0RGO$SlrbEfo%CE#|M2a*5-!0t?-IhrBS8FBXYzE70SeC=G0je zblHI==|tJqX>Wn)A8w|jOMeCwuV^tl@gRK{XnAC{0d5@U+2$IUz2HXC5pm zxR7e$DbDi;4U{2K9}MUKy|d8-2bhlfDo|hjq6&Pzdk8^IVp21P@U19bUz0=VlLOp> z*oTia+SZ$$DVRv?F3mSaM=J!ON&#?i#gELS#V}Cyf6@B3%swO&p{y*Bb+BMj)bdy_ z8BovPEEA}|q2!&!rzlQK#BG{O>O&p*X}33sBuh%o(qDW36t2BToTkBthS0$Bndy`0 zSUNF%%i2k0dft=i0R-A8;&K%-w*|j=?Jk7?v=02Itt%#vs0ln5Xu@7q>;h1Qm!I(I zg-U4Fn^Qt97t8><_;IN2rr)9tf$xP-v(apb_(6CJY6610O{$JZGzwK0pQcVl3-702 z?a+*sCla)nd+(lQ8{WG|JC<6D84dx)90R1ov7Srxw@C!eVtGmd*0yj`kUYHoV8l#= z8Ik)mn|1o+P2Q;zX+utYT$M)a?Ks9#H3E}(fl&9Oc|V6QoO^MOoErEx!6QV;!WS=p zVQH@tZMYZvmlZns@>TM_k+TVd?|EzbaMD_!4WxT8Rr$__Vx%cd5ej+Q#M1^3?)kJl z#oO0tja7vFJqfu9A$Q~jnELHBerG&o$CA?8Xv`2BR{)D2T({6*|EPlfY}B7mc?pp3 z3qfRlwBq~qHidSLnz!c_d|SM9!^`<{N%s_!9LWEmNJ}jv&)s0MJ6yrBw}6HHbsB@ucn?$oM%uz~ft_oLnj+16Eh07#s!NJdtMp6b3o=J<5aYs@P8C(LXK2%j_*W6Py zJZ%>mEp)VY_N2W!*@8~f5Qkp8bj$SMxIZs=43QtEu{r|d+G$;FN8fdeBh5DI^b1bA zG}TOvl?B(tinhivgzj)DP7_gQ(A+fE47j40mA%Ma`I~k zHBG1khsO??#Nfq?cOB&cQ63N_6jn9;>^;Zf_4n?TXS+7L(dpc~rw6?Ewy6^AM0bbT z2bPo3F9>ngAp6gutWFoZ&cm5hFd)Ukz+-Ik(JF7QP$3Y5ji#)GfG zD@De&oUHVAkk~!rCUo0BJN5tv0YdwpoXtm{sp7P1k}VOCsqW^XOASOM91+n=Xr=C& zqacEAVlC|`mw!_>i8&q);dzF~oc~3!11DUQOnETBsnj2Bkb1L$h7N{)@_QG9OMBi!;AbwRJhx(^)HiaE88vP^iy4uTxmTv!V>+C( zpgg|smR}53YRv5dq5CDfIj)Rn)Vah$AYWO4+v;V-owurxl~RSk_{PtMi_;bsJZMH9 zPy`Eo*ijM+-MA2VzBU#4pH5Ziinq>ggvGhc(E zWM?;7mmzJjF==QsE;&PJNGEk}A0Dv<-+n@}l&3?iYyR7U8v@P667W3P}M@@CO zgbTf;CEWZblsJbH%eEH+>vj4FWumxd9zaZnOIkj~7AZs^pzR(~w~N`JGEJk|vKc;F z4jwdE4n(Y54(f7=qxjkWT3TSHaHNCn;B-ocdx_M zn2+UY)a)BOBHj+Z&Hy?LMtYNCs4AHuGhC$(#!tkhf=B>G8Uu>S;xHm4!pl--aGs&G={M>IFH5csdn*mXv?sal0K?Cd*@t` zXj3`@23Pgak|~Dbr&rd{0qv@>KbcQgGhNe~H})2!`2Obx4J6@^4<|Y+rD2!bXvoL; z7J(JdT+`?=xryhoYi)W3s5!X-<5OlwOB{Uj%ykYwa_AtZh%t#zNRD#zd*eKS$^PW< z_N|Zy4e*G{<^YjObGkZORgP>ZQUGNb9UcO@3?5F^a2%KIGo&`0ICadHs*~9Yqnu3V z*vP@k`R>5c1_^lBO}>4DH|%|m6FdD2LDvki;f%C1g)0H4wDtSrH9E~kGg6kz@NI&x z>Ns0BS;67{{`Cq4kgWQ6-sC~!7XC-zYl*$_&HH!_t($px%Wffb3mc2m%#ay|3?clT z55ugi^Nm7=*qABA;>BCUQ?C7?udRdaa5xN#2AV;kP~DNLDfxKTxNbUvuvlt>;@w+L z#l9=MdM^QW^r}W<{Cp=Y!+$K~3U`Irs3 zEj248IJyKeVt|BjB+suQIe{tC|`0W6{)U*Bsry^uDK((4* zE>2fV+_|I|$(qkE9Zd1W9YF+D7=lW7LL%^mwq8<~6n3uJGbKwI#8|$2dm48>2H0T! zb?`}N@fe}EI8A1{GNz z{3vV{f{&2UFnFl5?9b{7U8CS3P6z-?rR;^f`?q2i2vL*HWhy2)%<|@w&Hxgfy$y4& zj(!fqRI!pbLQtgr%1+w#LSAz{j44XoB>m;Dl2ovd7eocD(>Watux+(-54UZhV2;Nl zz385e*LMY+;LK>qL1DG#vcOV{?c2(jd)d>p>kq0!S~|4t&o9&2ZK@zdWTOcV*6EEk z;rdh1fY2i0c*4u_PZ0l9nZ#Qd)AS+5oMRbXbFbg-cc%&HbRzkAr9M&~N6KV0;JG#=*LSDE0BB_Jt&)U2hP^v=$rMtJ?1 zw^zV0-xh!IIl&QMRgE|q!uO7ee_t2LO=^ULLXG%bV2Qh`9Xz449HT~flXlSHpdI|2 z0g2KFBxv)V_QuDl<~Ms$Vp!j7|LU>e{QLsIz8S8gpWx)3xb|&IZ?G)=Ap=wDt7<=8 z7i5n})7iaA*B5}H_FwbRq@b!1#3g2^Xv0J)-=q-?(a;Fu)-wWkWxmP`_g7~KuUb6p zokfk$CT0l0V20m$XflI$Fz8}9?(s^w&V$O&O;(rx3^bK)?>*Kz z$RE{Y-TJdipLJzSEQPS1Qf7IltClrEb4w?JA0=m8>w5vbs2CA@UJfluI0LKd_fy4s zlYZaepx@6ISd2_hr^{frrkmbPMx7-{6xf@S;TO~8n$tjp<_?!rEo2ij7#x@Z@v;D{ z>v!NUUo584S!J8_I~EB24t(qcNvu@`u)e|HqyWZ4J6s7DpMZdAo9^-xX`ql zWQrgmQ+_|4+#t}p+WT;b13<>nglUuHS|B9%D+5`}in%K`xa-tz#A<+u)&2`cj(YQZ zIEMl2&^@f%;W)n&s$kJrwYR}2IUTmjh0^ok?qI`b+)AS2wmgMcf3OMHmOyM&82Cw2#S?_3AXb-8hHV>ojJx^ao;@zs z5P<%N0}6I89qg37IKc!imk)MwXvI^8knyQ%{n#GtaUMG&CrboRqK40wxwt&~>W z4AAhB`mmEQLw3)nLTFNE_QXKn_cr;dLhC%FL+S_96D(YFD0jKkWZh5-(8v>1tdWQ1 z=H;&-=y&$5oac{!a@- zG2B5^F39)SEjb3ws7Vi2hXdEcv2PEQeO$DISie2Q&6T|^a2SG6`dT+FJosPMU)e@S zCHf!ME;4MqHH(aChT!Wn%@5h)HK)a%kA)FY;vBB*=r@M3rVy;+iSV4QpUd0#SG0~Z z#IdAi_-&uJ{BvcMYyfo`*XZDpu>G+efWvP@BlRnGkoY?%hfMQ|prIgPiF+Y+MoG#p z?nEFqr%aWAGb1RL??kT>A9$sm(zSN zYDOd`cIHLby=Ir_Dy(60*dik^)F9&^AJaw1A*7`1LIng4!-21k0>_O}a4nU+9YdKm zyDPB*-Y67~ws5qCqj(Lc^%#C*Oz?kYZU-UNZf5ew)u?};VLJYwO5xfw6aT#t=l_Nu z=Yr2?vlW0c%%J4`u`qq6C5>C}E!n>}FOH;YNx6JHAIvdfRX; zwDu^`V;K!}JBk1nPtgq}@)s2ROfuJh)fqgVAWEtapQ{YclrgfN{xYN$VsP65E)HI> zWVbz8MeYoj{T=5HAqKf~g$RP&`KX+b4vX*!Xq_8lt+W4F@3=o)x3Tg-#zHK}KWrOt ztQWB~Z=%+@>z1~n5V6d}M0?{x#L8qY{S?db6KYqLy>w%!@+QZ%tFng*Ok=k;K56(d z4B)9~lKv5Su1YS_&FMW}@#Gc%2kh@gzFu-CHJMp^`=GXVc~t#@bb z8Gy$#>}$DroOjTFjk%p&LJ3>3tRu8s=Zp-8Ry+}|!ld%vYf$Z0f74o-9X$ku#gn&H zL*_O%Jbz6z`U~_G!r{fMV-R5BocV7;-3;#a6h1t!6NYQa`G{(^}e7dq$vi3a4 zDY005ZZZ@+ebr*$z%j2p-1Y?$%&0rl`Lc)kB5n@D=6KD%eq$ur?(o`zS3D1gtK~Sf z9I8)%3S3l=dD-H0gv+wfmc(aJuHPq!3=aq|v;jmMl4ses4S{JtXkZvAzbrHT~-o#&8BioK?Ag3Pox9hNc%WQCynJXE*-Q2tZIqby}kjmv7m)-2k?$M1SVw^IjPfx=`$5V(yiAO}q1Y9UNfIBo z#~-UDD5IHnh6%7L4X11ODpGqCD{kJHrp`e$th9H`u@=ALmFx}lB4eHp)4f_?jYFm4 zv&N|~7{y2T@@ZiC}faec-sC2 z;VE9fEh6qXfnRusy*Oge`%eYC;~yFC4N8mB{a?4$U0I^7P4~>?+Ixq+A`yu|6`wBS z03w-TGgAI2NSW9v9IUO~jFgdWtKuvz@Wu09Wng{h!^OQ5C@=jn-&X~X8M&I3t=IP9 zGLn&D;JgRGWx3!n$8%w4&3Qv8PGLT0?Zu)HGnaSgMo3-(*A}n^< z$RufL0;vWaXF5{BX~*crTV}F)-ex?;Oy=SRHW#bCs6aapaSsu73b^-=R}_s&?GnCC zgenqWZBQgE3C_zjByCQRUDLN|!3gE6b+n*7xM4VYn9-zb?&qRT4h!3fYrobWhKF#b zLh%#aWHBGj!26@SAq5`1U~Snot5bBwrn1%A%;tN;X))UYX2s%|c-6Y)W~n6QKdzf? zWh^br|1SP`=BjL!B`BgBT31==a9wF3f)186Y688Ks<`M7&*Pi%)Y8pyv_U?a3OzB#=>xKR+Zeki4wl=}cG4 z*-Cq_vJvMR!q8Zp;`{a=po&`t-iV2xfbIJD@R{S)$w`rMyH39Sxx+hBF}pc zjDdI^zK0`NEk^O=rHS0uMl`nZthvr_-AY(q@i!@ex0WJ@Tp=XZb2f3*YM#f|77E># zUGcn}k3h`U@p$@Br8)1i3err_?FgFJ^8wvv=;9}|D0?0!bb%h8by`4x%UD7#uM$19 z+QteIJ=hCDa}#%ItDfmKvXg-M8(`tpMsRbP0t#%ggaRtrW_pBHhOd>x^maH_R$8}M za(+2TOol9^+)en}m4Hr;8^6JH$|^IQ4o~jOmRY}!?yzcT6#;8IFtUm~ZJAYTP(Xq0 z6g%8co73)ehOFBuvLP77oNkSoJ)OtL?^wk_&g;%dxNXuf#nW)A1+d`zu}u?? zr`*ZWIw$ih&p`!?fr@8&b{{~4RT|*X5ugfBqXsw}yrBVBpdfn+N#u?uUc}FaMSVS5 zcCmZnWQD~S>@T%L;qHTrrbdRie1Mi?0qYBX6B1oviB4jmQkZRIX@zug-k}I3+I-r> z)OMfK2kcep1q6?i;BTcB%?J!SAzv4jNqtXqo8RarphZV z*=6Llv{>M>pj)QBvVxwH`+9KQxl)nsh!JZyB!55M*wi1Ij0wSt=jFN|aU5|s{NgdL zSLY#8yEmpI440?cpOc-r%x8VS<9|5lN=A!>GJNsk)k}BoavVj=lOj9bI6ht?%wn;` z^@S@sySs(%)|?rjD}Ofp2S5S8MQaCW#Vc2d=c?to>v^E#CDL&^9HaAen@+WWYruQrLz8Ft_^owrr6W>#Sc9e{e^&`<7sI-X|_S5`93cq zSz|gB*+$B^RFmGsp$QLra~wpA|7V*PmuQuoY=KJFr&{>p*{g=#l&MPxJmQc~Xi5QD zN<_9VmNeLe+r$Y}@xCSGn$x<31fQW{>0{fvy)$j(+{RBI&n|q{old%Eql=$>qExKe zv`ki53!}3|yS;vYg#qYes|vsru3~_TySH)icptGHx8`s|ED(;+x_axvXMED{<*WF| z=T~mrFnfD2e0eY(W79EuABv>8bmO3PZ9>yQj0taCgHCK@r)xO4jd+PtfK#6d9G#ZI zRtd=lHk&-{uLeCYy@XhNSWW>y;j5#u`oziMR8R)Lb-WnNI>$J@;xT3}^8t<(!Tc8| z*YNegN?*2LBPgQ`S)ATOOs`-JeUQH}3#OyN(VW9#ch-LP*XhhJx|BiaVur9;a)r_+Z}kJ|wrZD3T7 zW26I&g2o68=a7125S!BKKj@eX<>{(#6UE89-}!garNm_KB#07a#25lx@on&VAH2se z-oD9;uq41ljIw~sWEncdjjF@>2v;=Y_H53H2d2BEz60);Xw@cr6GjBCL|-({CquxO z78`=%9jm%hLXD|E?U-RHc}zc8;NoZ`6(x9grvB6n-T1tc1yo!7qGd&g0{-8B`dGE^y@xyvyC`JZrzu5LB=;~N z!NHTmE~1T>!!E}8U98q4ZhWj)k^hjLI8nJuN#ufWS>P(AtGB^|>x(Q)@g8f=i9sT` zqIwQvR{3r=iWFzpIkk&J09uNX%-oH zVt8(Eggb`LeW(NNvk{635@Tat!gTARZO_yu9&{WupUO!=GCoT%#K|!Jw(7Ol>`@8{ zj$|qfQM3~KZj=)1$Woj{lFhH-DDoIL-t$rjd97;0;m)B{s<+MM|tkpg~g9(}|-2 zUfl$7EJaOAg?d$4?^SnQsN?l(&WuJTX*9>?&aSPs#&%_EYina`WBbF}*#3$8d3bna zcpRA(S=E9W`c+0ox_|EBaeH`Jo)`kkY1;!aLe$?*iHhi3*gKow^2|}yh|WXr38E~I zr9AK{*Pnhf!4KGelpupB0=z4EervS3K!EWP?r4`Z+NiV!MmCL0I5+!oe69GhcX0@# zf#Z!+G>nJ#Gp)^;`sDGhzjxPxekBRo+F=M9I{5u|9U%IY@jN22sjKnqQkB?W951r4 za{Kp96~MuuMncJVOZM`AYW6y*<)R@!cO=@@y+Vca)*p2VbJ+MnvtaXU3TwYh%JJn! z4ud2u!*8Vu1uNB))nW-J1*Q2;zsm$I2I~=oZ&gD*S8KW3m1PH-&ub+8Yb|%QLYaJk zsWS`sVP0nUjpdlB(^-I;TSQ`Z%e}#DXs^AE``bIW!$g1J=wlWH`u12XFF*fW+Ll}I z(mUw*TL}f2bqx%n;E;?6r_Cy~Uf$@hTC>Cf@@84EA&S6O6Ex$m0 zY?^E4E(llipF6m>zMR$L%*pGYDCoORc1=dFlY=O z%iSJ1h+q`Z*l9+GZ&YaD~4d{jGo@Q@DEYH}Tsv%ax zOwv%{IA9DZgcu1g_;9s9^N7};U@P;IP+re4(=9n_=rMJ-zlnisZwygn>Sx8Ed4>u; zpS2m>wj96lJL=AjT1$e(l={PT5*)uay&r|!dPDi+aq(X8-?x>C% zB(^#T_(2!912So3XBaHqJRZVXEIe-3dGa%$pRkKChvHR#B?(;vf*jussAS~8sg{e? zd^R4Mr5kNzqs|sttM33&LU#4n($a+aAkYiboAc2v6M7HhI64kao+_9+tgkfeZfCF? zMmic8Y8W;WHS(OX)auW_a?6DEgX@eidXpIe$R`L$cGJ4k!xrUY+Dec>U>Vu>P8=e6 zp7>lN5RmEN%>n+)(0{qp>(y}+LRe45p?^cD{`4!7ddq|YFsYF6E8uM6z|%H3u0nv1 z&yE%tXq}5&FssYri*9qN1<9`Lu#b5*U-T~HZ3WjM9gtm#aF0{$h!_uz5{u+aL%LC#39mogF zW`sgtB*->|I0=Vg>6reqivfng@4rt;)#m;8Z<#2Hs^#k*H;8&07BoB~7S_Gs3d3Q; z0LTAvv=~?CO008&@oor*5>UT5FYrGD{A@SKuCTpys8*ZLahI_%K_Ug(U-D_2IRP)$ z?%=sLrn8%VH`M7^Cid>wnQ4Hd2*U%#`il;MVaV&i#PBtGodgB-v3ap0-w8kk6hlxb z1D_#4eUUUZqsqw5-mS%GIa}}NF`{lK9&0g7j@!L~B3J(gZk#4ors2DF*JlMRpCc?b z#-`fF@Dd0;rgq0Y|Lt5j}xJe{aZE{)bv>(HJwVnthz^57MP(E z6w;^CrSn@!wsO!?H{RU~#aaGx>JshA3o#HmhG|x3KMq9DB(Gv&P_N3SduC=KC<=5L zuSXEtCMNT0lYVaG+L*PK@2BPK)+_&}Yd6 zOIy~#gA*cWNVz$#*|e6_TQXfUmh>_3cW1u**5>yP?TUD`VJBfzc(kd5V>Hghh!7`b zX?@D|9C2TC@Ho>@OZG#b$N17Riu<5X86cQue4FB&nciF(*1__c`2)t9Lc~P-23d++ z#$-{fG}0g9Alpw*8h&&z*`KDd}<~su9ZOM7-=i~<(1A)%I0OVvOC_~ry zOBdne>~>_e6%WMH{mtjz1sgPXj*ZvHP=%0Llv2-&hgJw%_oyZ~Lbfg0;|{y`-(OEI z-q+Xsefv<_ATYq^h}HidNYO7){vIF`Wl|osBJkOw;22&@!rnCR)6UfTiYsh@pxX`8 zDwPnBV#$BiuyL&n`}TM&$nDm`a-dx6bL$PnROI0hcLyX1nSfX1A#J=&OMkM zaXXJS9H_1v4yaRxL;ZY)HQ@eEj^eqj+d1bmg|xH2=jd9b(K)30lQBc!`&y0;A_zjN zAzXG5Ku|&JT%F31WN3!2jUvF=+8X_8IbYF9 zEOS#j98Ptu?>zONW0DZSa`FRJ|CW*=h5|8e=Qyw!}R% zU>yVC_-gJutP}B$*XFST(s_;{N6-RksMa6#SOCf(_oXZo@eTtl5#b*60Ho6~AxGMR zQogE|e*GD{I;GhHXud_%U$6zh=O!r2Bdd#LVna9iOmN3AOJX7W?|?f$#?zn8rbEPn z*y!QOkz+g!dNv&}hx+*pYrxHq@$@%vcTpC4_PSZ^ms*#d z%keqNDRX7=^`|vPP6f)d9IXK57F&4X(tPIxDMvenQyA2r)kq~BSbsN1FTfgw`|0%c z$q`NgHPq`*X_O`r5Wk$GWMhwEcIx+xonc3EPZ1%_5N@TtBNB0n@+8 zDHtoTz_ee|o$RW}I^Ae<6uHO@B1^XZn9l@g@=XR7C@Mr_KZLTya^5K z-2UMQoni`<-^fXL9?o)nQ|~<0m7~gfi>6l}519d3zDvLXc--Nzrj-k9!ac6^_~6Jc z0mN}}gC#y7;x%HD?QXpzX}5lXG^FN-FiQk^Ff{;Y^oQ6cL#QP^z&mmXL-b8W0Daow zG4$)tB-sLJz6DvCqtBR+n%H~F29In(gfiAADQs^2oFrIQt*~%P1o2^qQ*2ejW#*Ky zm@-zFnR5MHzzVSP4cito_t9pE6Bl75;3FG0COoi&>t{71V9NLFE;Jd1PC|n+yVwUa z$|L)AkAZ1Ym_hwnFWqAdtoa6om-)?s+xcpx$8kqCC`{U%vNfdZkB7{FEI$pinP*dF zYe!DQEG7`GKhiL0$02RZNpU!$^+#MI);_XeN44P=fgvftxZm<0*)A|;TrR*oSi zP)~m5V&X}`32F{U18fSX7FLg(xex~|Nec(Ja`}9QHQ?sEf&J3;BSW(=6wVEg>;^pg z_RJ;bp7m$E{?63Y6bXj2zHNBPiz?&((wJL1KZR z^8|Mni_}D+bD<#BMr+`Dyy{n~K5ew3?F~oW$U8AW?#8I7s)~OijLZOwe`Z~$epWMV zH-L-%40mc0rE2$ktYt14_ID_-?_t{a@u4sf6i(|iA5Gyc{U zv-1O$o}jMmXLw4DGc&W?BC5h_S_%Tp=6eT95YA5hs@!?@@-QB(Z#xO4@KgDTaa)Ut zIwN9RhreMkO+I2oKx0**uJFc_=G6ADEd(9NB)6B@XZttFz*fZk-e$@dBuVK!SXTF~ zppP#|k_p2-U`4;hb^{IPCo)IauI9n0O>5CMp-DLnCAE-k-TF8UB{_JAb2|bp9ln;H zF5;q5yG~VY+z}nVrpmaP;XuE_frK;=v~(?P_3GjQ7HCXN#rb(^+rhW;8V8oCzFfhM@%$*77Sii$Xk}o4^_G?HJ^tvo|7uwnvP=TI!Kk8=^)vOnC2!t z9qRH=?9<3JJXqOgCRFaE`1^^zw;`?Ix6Ow-PyM#Ci6w~UMP2TSf7r@E%Mm*Y`t`T- z)Nd=Nged(S7gK$1STHmfYxQ32)8{r!JXx4i*%UkF577|kB6048ehKvPhiC|Us2%l$ zGh=G;xFN#m8aG29UZ2hEhO!5*A)j(
      jw|}qp5U8yoynI?R6}O0Y`bgH^G(LE0!u4w- zQ-kG%fwVL=eFn=34xS0NwK=H)T7p_ztG3b!LkvW3%C}?zN3BC z!4ljUy=nxgxpFK!JV{eaVF@mQOeb3kOR!1_bkI^*YDXbKKM*DKIqkEfkl>P%qQwI> zHTF+X4Y0?XV|~W{2|g+G9Xn+CL8r3KKmu_Y^~V(b2c3#jN(N!q;<=ii1Ssl(9FZSu z|4D#ilMGHj{Q@WAo(E#>UJf5VIH?r^49sy+Vbm26rq()f`_Pax%Gpui$fH zJA;1;4np%V2?wDMIi{SS?D^ymtTg>6dp@%x>rB2K@R?|dOt~hjO#gPk=avx3uspcN z#HRVL@Xj$Ec`1&|eJDR>G4K90wDgB1tQahaXTe)QU?Jx#Skjz=T>=!G+U4Y8kX+|U z2U>qT*?$8ctmd z{Jrz(jSba?SSIwv`Dil1&GHl@7k8H79?Wx93O9$3Y1;X}@n?64|JPoAB}Bk-H!yI? z8C}O&fAW}tp6DJ-qxwc0DfL3`S(eEOB}AF;629RS>sWp(gGy z*uFl$gDa2^k`<@kSjmS=3(arKH2+;_l)D}r%tus}fjQEEaF2@>4GFBiJ8~&4|Kn-3 z{9V#=8$@5X-*weJDGkE1u|~V(fgb;3nI69<7L3~mF?BF*9`n^`vW4fC8FpZVbBTZh zo5xnAhku~7`~RI*yWeYUxD&Xq=UP zD4HyoNovlZsT?%o_Kv&QcW|JtMhKcWy4X5cHVybLbexNVm6n*ikI-@$5Cd5fqVv-N zg|K?tIWe(e66}3_ElI(d*#w6yUVHPNk9SCbJx}hC+<2AJE>cy!C|Hh3Fi7Gh7P3O! z0H#y`_LdA1^inFuhk=d@PC%u2%9=qciI`Z#YNph7H6uq#%}73-nu$jq zbfjj=-md0xHIw^*JZq-Z6RDXdC;MnO?FaqzT-oa z78^4)kp9AG|Berol5nYAwtFGcR3WmCX_oUHA2OsA95u@QJ3iu&#T#~fl)1x(SKF(k zcCVCr`?tt|aFxM(6*m=>yS=HP9BCC_oz8}dM;>%!!<4<6lKa~*D5c;M zgUE&{5%n!^!^n_OFj52k_P1f;ki{F?FlBDHVdNMmwL4bo?Qg@xAcJ=t+c4#Bw_(bW zR`EE{asR=a;gJU&+OWyqVZ%4;gqCk~G^HbK_-37i3kId`u9$~}a zki{F>FftQhZ;v$?JR=0-;-#c|7cVI*E;tjNVv&IiCUs;I1c^|4ehVp*X+(RI^CnH>tB;!yG?R=7z%k-`nF6l`V^DV&pA6>hR56mHT_rf}xcf;?0> ze?Yd9pJGpOg-b%;NLA|Y-%1mMBxYg}jg~1l0nSgcDMw1xNDegJzm+yT@}R>iX|fY) z@6cILS>~6c#bOjIn$wl43!GDvOj5Wln>w@*n-1un-(ZqzLgoB%p!5P~lQf?;_|K<5 zA=T&G@cHTz8;$&>Hz731O7Z>Ma6>BzoOs7=IP(VTd>d}Eq?Aq+1D*G8!M< z64v}|5gF174)oi9q)i;Mc*Bu4Wo}pQvPviyi6>GnD5by>gJ>EUy?Z9(c)~rL@_iB zg3>4myOrnHCDIr2pOQ@ZQHnV#mnfa+`iTCc6vHAZfMF7KntXZ>sPm%~lO_MMY?`GCKyQfk?@~cN4I0~F;U)s|64rc|N*jDhuz{lc zcd5i7i#KfbDKi1i4-1hav57#b%C`Ft3yD+)Z(>X-&7z&LcvH4^xMCwAP!l)VN*ew32=V&fnXEM#4?~s zRtoMv`Y^PTkcoF}63iQ@^P>-wC8cPh7^u4c=!3bmAP+|${6Tvi{AIOSC6H5c0K9)4 zG(1wc=|!w?lbuj|QL1gHj_KPa+?3C7OT!Sqn~i_(#eMTe8B4*L$P6PNz2!w$MIdx3 z?zgIC%;BM65D?-w8y8Nd-8kxn-g&Pc?pEnY`M``bo;_Yjzro$RVaI*4n&T!G+k_#T zc~t5uxJg434ZtvEIZWtS0oIoyrC{G)AmOKi^LnvbKtVwviuFe=R(b#g?+Uf%g$z?h z$fO4+1y`tfh2uKJajkG% z6OOngnM`Eg7R95l2r6$$Kp_Bui)^GNA@XUneXyD>Wh_3Lm?u>%J&?R%=&cfqUf3$gdkTHBP+MSJC zd$yysODwn*(@oq<)CJ3nLa?rBJGJFDV13)YSb~p$JMvzHvE;Pqq}dhc`_bf_m)@FUbEhdVCTD- zlfw2jF8X$zIBWa0Ln`bPm&zkX?Zt9Px1u3@jeb_0&ebWZZNPwgA5I)xEC&V!f+Gdl z4jQ#mu{Ql!uIoHWF*H47XZLwfG3?j4Wy&jt;Q92$5HMgVIMFYLAR84!v^5rvGe6iP zI4lAmPdXM33NCO>&wCn1vQofeWR?($fukxjsi5&ZIdG}Wj+S7~1rfxE!~|fpO(}4X;04a> zs!=wo?E&rS{B#B-Obc4qf>P=38ctX$1tP?o7G|_7VriCL)HPg3uP_BQS z6RE0pz_B(RG>J#T@oksv*1%z#{dRg3L)sB@;exgOz3M89or}0-^@(#q`n^2habkzI z^01E3RtFsK!Zg2z+n#cCf$fO-cDFdEf0U*QE=eM<-nDun>h(XT1kzEa+3`VP zi+MM@szw+E?GTQYBCo|s3UJS6$7gz1n7$%R8GeFu{i!%Ji58u9v(RWVsg(gu_K^{EB39u*JYS#03?)x3V%AxQulpM9%gO@2ANjC>6v;x zJLtjW-=8hM-LHRY2A9+{`m0W~xL_J6{D27@1TEc&p9ES9-rL(>J@#Xt`bEf=XMm-m@y=p8a;ijEeZ(h8b6)00AbYK{hJ=GC8anI5~n&{j_rU zhT(GzJQmu!kgJvX{wEo%8zttR2ABLDtdi2xNJs>8Z9Rp?75Mv4i&=kJ>P^I5<@hWCRK%3%syy_3jiz0*FESCne z{i`6K%wXTXcdtP#oaztRWWt-9y14p@m63D&ukiI9j60%tWDkuf*T0HK!V;ZH3I}b~ z;-bO@4~Ts2ekokV-ufYfJHmjgc*CXsh`+Msj#}m?Y*_SVwI{ zIKvESy_;QE!_oESaJ^d1F{DVODbXGsI|6R!&yos=0e}q{7!GDhst5OIi81(y$OZ$D zrz)|GM+AhEn1;Bq#5^wXt_|xhW3Oo4PgSA?*M=2vvjypu-$xrOqhjkL1eKN*A}FM% zA%rU%D+CpZ6M{=3I(TO@Zu-*-u`k$LW&~$IPb9)^0FSFFq>O$;HAo95H972_4VbO97{+ z@23XrPuR?&ECJ@}St;Q3r2f=^rM3}Hs%b{UT+42EE!cRqj4D}J$BGYGwip9wvn3Fd z`d8^+7;O|=qlLoNXfv@P1lmY3nv4~4!sV#@)X8t{f){b9mxeij-L9O|phdNs#J z|GD>D32;gy@_4WeUIL8Be}W_>efzu`J$yW*t={wIr;_88eS5=##W2sfPJ}A+N1K;a zr%Rg2{G!Dvn@Q$kfg7JoG?ScII-0 z3>9(GNq#8wr))%p0fUz(c$T`KfPSx_|B~;97c*OdqZB2~_JsXe#7Rpv5J?rEpL<0}Gak)N>EQq(hFar_^oxE^KPp4%>CxP< z`k`e-3YP8OfM5Nb&QvS{dOe?H(DR*C1er_*{Im$%^%a!@W|lrl%=Ua6KdA^Zy$twi z5qP@USxe`m$JNHvQuj*%KicGfLJXS9*>I^p;$9t8In9W+8C#oiuCLfh@s6S+r314bJVcTqTXE!!PCPR}joK)s7UFfb;ls5YeDB2k^dTe7Mrq{KY6R zMgoa`lo$mn1{b68!)iIfl}^j)?DEV$@)P{A%u9Y!f~|Ut0o(Y#%A8(f6j!^&{HvOI z{jADDrS)h1WLuNh-)5;rREbK`fAe%CeTz{f1lCaM&se$D2PFO*h2l@>vRNy&_ge}3 z@WjHt{w{d>GWv|`k9n{A6sRHgXtuk8RJiPQghi(9c`8xKcYc@2bsmBnvP%(!|Hl8A5NF&!LtH>v{?ki8NE#$5Q4!JVM;$9WFt9JgGHqi z+hK2a`wPfmUeRxbzt3P%F?qfE8F>u71Hyv6;e>X#c}k;JW_#ZDQc3k!$967loLEeoLu&4TfKu#A0{W!>VjBTc#5-Mzn2sJ+Jlw;P!!s%V zCe>MGlcZE|bF2y)x@iDX+NQ1yC^wH25mPrtOCm!xOS)FPntaE9fqq;<6!j;}_`Wi=l@YSC9VpHkg_ zeVVGvLP%*5nFm&`!6U8E-_{Dvk|o_%$LO|ApX!~`;eUFXI#g^^dJA;*g4UJ#{D=yA zHAC-yxfv}|6*ToyY3M0c&=g;-B9|jwLEURlDpJzpenzAWvzlQ)+@tH7v({WnZU5)f zF|1YqT7SseR7xX}Qsmdf*jh=FMo0ZL`Y5Z#=#A3c-#;DAMNGA}__fl|Z-|DXPf07K z1BBU@PC+W8ijtHbPCY<~xLE~ox{~};lPEKZ{L?~1utaz+SZ&UQsw60JcPB3PfVmdd zA*eqQfr6kvD-*O@hD95tC{eFZD{91yW#wd5uAhvuQnB9cC9SCN+|rb1CF$m=NGhz9 zoRWySScnKRzF8(Cjb!c6w>tM9lyrTL0=EpP-vHB}+0z{?n&MnP<7enmAAM>UqpcQ< z5|nT!u8%(USHUY5&>*Nk5oRPohlQm#yQwB0VC87E*!n`BPctu+;D2{on|*_L{_HIS z#+S`1Acv^_eC|V1$gEHyG?`hfu5suGKJln2S}SdDm1_R;iB&_4?;2RITwnh5Vw=!U zE4KPK-)JL2n(AB{pMt`0v6}4X)fNX{nul}$L8;;BrE#CK;%SWnC42UgH(X*UZWv9tfG)-buj2ftEyel0J24 zNjIvY^rSyuOjEFaf|9$>5uSGbZ-9R+bcpH+n!X@ozrtQ`Dq1x61w2orDWOka*l#h4 zSnd>*`qPQ*B>h!qI~NuF8!IMD>nCb=R~s zZ2fl#6<2{aX!Q#%pOcpUWtW!Z{cyQoRGZltThyxsOHaZ9IDJ7V_kK7BTgQExU_ujjE=j|W9HhlfgtM9!z{J|^t zUjNCRW?v*FHSdyqKKCIB{XdA>a%;CTJa#M9Yyy((RycIBlKfvCTl&H*gMrK6PP%Qe z%O_9j=Vdk?AcXMKa^W8@aaF|Fx@!oNMhVH+N*Vv->6MXW8YqSHSceb6{iOaar<^1a zvXF8m8TZ(s9Y+s^nNw2w^;1?-nyFTj$uqFH2ZGyEQkn=U=`V{dsab{;MovNTE2W&j zJ-G$N47Fn1drv7}5X*5dT}hKdI-Q0@YFDQv!KpzKl<-G84GGnVuNGOdVRR*ex+I9V zE-vrHYN-%(61U`0O8AG9TR;nEtruhr7l%a*+>j=!Y9U9)aZ#?l`Dk3x0Tyh83BN{d ziI+-W|Niv)O0WzR)#UJMjoT(%H?N&Qq?*n-nn>^L*Df+ky3ORMA(wu)FdxJkUUR;&E`YmQ(e=^ESGXD9&O#s4=Op?W% zd!Z!$wn(%jf=s(n_Bb>}h`Y zz)x2e#k79L&rl|ch+(#0{D-F`iipwdxG1LeGkyjVOnl%$orc_FZ{q@Ku5(jGog!LssdL$Tw8 zD2@#UDN54Q4OHG1K3dM0ef`NOE6LdDqixrvWvN_=akP)NC2q@xm&W0vZIcOKr|+B1 zJDjdI!}Vsh9$gxDf1K7KpZM7pk*mA2D5;M2ee33@1RenTz=J+$pg*a<(oKxi)ag?# zWDrW-=>xx&;79vZdrY*1#Hs$6_nI)@>1s?wC-5ic?TR6wa|t&|N`l$3El5mX1hISv z779+2MR`f6_d12z-LB56oAqk58}4_r`SuJOGVptyZHJs%AreQJqJ;eA(L#1ZV5tp` z!E8GaWRN<>2B|w;q^;K6d>a16Gd`CyTrKC1rGVY+KJ#Ab;b;%c13|Ga?3A87qb>3Q zA#d#AOET$iawyrzIy#->LP)%*Z&RIiRI1X+(av$L0JJ6yibnp=iu@WKr2ctVorsvq zYCTu`MsA(1B>&gP)`|`gf$Xy3zzDr19~*;NESgHa(@iI2jnSF&hqv#X4ifK_9*%a? zIRK2-1rWJ4Q~U9g+WBm!@Ioh@K9eB~bRnWsrwcDl>ELJ|trq55b|7eKz^A1K__!cz zXP?l*Zg_n=B`%Vc#7FlD?GUm;4}hcDg7oAjfDpaYzcAt(RC)Ve3464EVTNfSrBrQq zhE1^asnW6%oa*cn@07eJuhI#IT6WG5ba1XpCqAdLKDe1T`;0GrZx}R{91c28SGqV^ zGoJy$day4C7GYDxKbQH8}a#yntVE0Nq@3xp5~>6XLyb5&!;~k(H|b# z!y6KA?>u2hYy@pNltTWOQ}z0tz&zc!J@jNX`En;I(%8Xc0>A$ZD@@BfrKOWKAT118 zKgi(50#W68q2+VZN#`V1+HI*Z(jfaWP>!C&3X`9`=DA`Dr}{%SneeU-wEE#+qte9DhfhM*wo2T! zR&IQk1OD}MIunVQx+6yIJlKcoTz)7q`rHwdB+sSgc+?+uKLPTU&N^;SrpRcg<+2oZg5}JbpeUVH7(S$+91SXZ_Iz3mH!8;^1V- z0x%yVfDGhU9tzOs;@~bujGnj|=pPckrRtZ(Qb2EhK0Wm}JXiqx%<6AmlKOvmaFu}i z2(jyX5@fKr>CZdW-j^e5GiDIZ2{7gqvX}HuMajyGIXc}w8m;Y#sdMkQf_?Pp)FaHODZw6!!WN77nlOJgs;anD@v=I% zaZJpE!uNyXN@!>>6hn1@6MbL-8&yowV8-Ls)`6jiW5Ey&4aQJyz?esX`C69(v5E2d_N!(367GM?FL& z#-r3@_+${_^w8}_KlF4oA|etXGIYHHGtU`&#ybT_;ptJi#vmBO@e2$Yas`H0UV+h* zg43tKh)9e_6`0`z^~7G#h*&qN5LgnPUU09(%GYRqx!NEs-~xM}CRP9f_^;p(c7}6$ z_jTU;UgrCfTZvP?$Z-H3Ei1fRef)z4|G?sZQvZ&VKnvjEckt6jbctIMoF3>wiP^)5 zh=vx#P;F|xdCY)dwX9}6t?n6 z#*VT=w}tPw;fHyraC8iT@OKgjajiV`>;dEih3{Um?zTfF6Tq{y>yJBhHU;3~k-&De z*^C}LXy!@bDz`HxsZlXqXJ?#+>2@u4?Dx!u8#AB-5z0MtW-e8WQ)A#QUB5C#`I^hPL` zH)w>Q9wOum9O9Lby$O~#G4anI;XV-o8m6lvFJB1>$*GdJF9#I(oG`%e#;Pm)jO-vU z13WJ2^WkW6HrXRs?!3CL=I71N6UmTd!vYbnfnke^?lA`Jc;GC;dGrvu0Zu~Ahhb^h ztQa;=&P-m6r@`_*i>l-+A2=U?Cs}M3)BtCR45opv1sOOWK%5FUK82I|@MeY`x2A*x zV^K;%*1V4XrnrOaM$@SxAW|CoW*WXJVl5~sDE2i>Kw40=UQ$q-{ZJ-Wjk25ah!1T5 zy0k$cj5e^UmDhulhcpm7q$B|Bmuoa8ojTxb2`!YnWVD0m(gOprn)q5?6P{e8i+IsK z3!|ElLGS?ioXPk}$_AFFs2A^gYCO!TEI$3@UA}GyWjZKfY${#X$ zQ5@?h1lEq;M$@cOkp7jes3HqOtT=89VQ5h|96>l|}tz036 z2}-i^yXGQ>_YA`y{?uVL1DuF!{fRIm3Dh#Pm*L9_m#YSyO}5}DZ)?x=_s3gh0#AF% z(g#t`^SePwOL3hg$RAkp*YI@AYKC5(sN`Ki6U}zf4cGdMfvk!E2^YI|hE_J3pIuek z?W|d1&gW2Kmb-T53Af6M#Vd;tYxIG@Qn-y2Bz5OJ&J&A-M+Et#!x6Od*{lOAGXqE86(~$5%w}jx^ zDk0uO!r0|pY6%T0!|sIARC$%VocrXHrDS;2pAM>-Nd?|N&CUua2RR#7XS1c5)?(N| zj~J!;j|zU(dpMBe#v(bEPWKpvB@ADkXhIzL383d-l%`b#pNmRxVCPe>5t4RkRRGUrX z?BbVDDxXq9`IV3{`8TC3?huSaHDNHr>nW=aO_u6Je#b?ZhLrbo%hg3-z2n)>i|E zcwiAH^^qb<`eS{EvdQo~WL1(@ISnYXBb5DWxlvb6|_k?3(C z1kWf%bOc|I7N%iT{%a+2c_0MM)QC(>yTqkD2o#>QPDg~qyx-O+IyrF3>`-Qj(W<2{ zFfw8-*shJ}!vW=YE~I2vNIJEE+=B*9{f!oVD8i(fID(+YLuPfhsV?Ce4abhF)#_nO z1(1CAO-5xCNA(wCxkBHN?^26o9uVkce~~0hO36EMcvc|v5#9|kvJcdY&8t+?-_eE9 z7)uY)9IPEdBo_MI9pb`6-<9k*JwY)$*(9yNz#Aj>{$NTuzUwB-({98 zP0Y9cWR#VpiZ5J}0(C4*XyoNJJ%^Q9<-s1K$)rT=?_Q&5Thd80m5jLm8!lNEL*!l~ zxz0RsNCBg6!$br|oVsPgLn_&*dvnB1R#C)#&aCv&zxHY#3QoIP3?{3Wfq~zg?}!RJ zmX(yWJwQoZjU_1H_zE|&S6$jt-`q#EF#0H^w*PW`owxc+0qoEpqqN}z5g3F(iXvYQ zde5emlx$WsYY@=rOCX>%*f`wyp6p^xY=-QkOYLsfsP zOKCm>vcEVicWk&;-`i?F9gf%g;ciCux7x*CfsxYa8(80Z57Wa}_?JFY+B=~ECJ-K` zMEY<5lmh}eV2pLA0VddyO5+=YvMM#4#Hg}efYdLO+u5K};(t1w2`Ws7sn2{OR`{fb z0?i@4!^9?)<#*eiMRCMpH`uoUl-;w^M*rRR96QznV{k)!T$vl7B3ZuQ+5VWgu9)0o zAb*WIBtMi0e{pnyGM67(E-Zj!RexAs5ajP12pQw9CH&y|kAnM)6T$tl;lN-moBG!| zk$}d*??W47sTb9POJ+M7kI&VUf?Xc`KF#lLwRqbE+TOl09y5B)w0>4)AzA+TK&8{s zx#i`~IHh^Nl^o*}ssA0r>s{i-Quqw(k9n_2g6L%2#b`3QSS)NqW}g($AC&^NL>P@} zSKtY2xVSU&@(e`Z3w3%i+Tg6sZZ~{1TTWJw95PP5Z<7_oKQD)c`@5PnqfkL`#D8voPthsskiFhF4kK^TLUyK2SmUAq}5%M zm0(5_bb&dqrn}+xYBp{3Xo%4voGBKz%qykS;($aks}y)*H(+k{=d}zC##W6lSCI@z zQrLTI9E4J!iGHYYN<(UNd`{Hh_E>Df{o!h(Ko%dLYbd8Mg1Q`^YcdkTKgpTyW`;f~ zZ4~BJ$|{PNZ3K(QEQQ{@7Q6TjZ5Q6Bt%h+Es~ky6=e-RBgi^4HerOn!2DQii1Md5H zxEL*i{=uf6sDIEr6lD7<>L2tcX`7y}=v>llbSZ5eC6K@0=u+vo+@>96jTPkKxd-ab zrd>ut_?wYUH$#ENLP2`9xbvT$J?vX+D-6XGSwtX zSHOznFFA6SnnEcEP=^es`gsdkUI+x>N1)1}Gjo~vsFkcxIF6W1o5N6Ag5ndkj-HT9 ziy*w@L~ZmL6~c=xLafA0MJ`$lP|AO|*eZk+C}mKup46WTl@7MR8V|VkSXkb{TV8<5 zvjTaq7^IL<2qm!@aJdv<`$nk8F`6i{WeW|DSXIHZf>u1@5~@Bjqzw#Z2_+(#NN3SR zag6bGMUJR+w~h?DT;hF`sxTJEk#ochEsfOjrps|K`uYr)v;KfkM-9^$!TBV!R$+0& z1X3Ck_}PXDuZa7Xqq3Y}4^Q~hZ>69&O6_Y*BoqciQ{pn1*MuXA8ZxeCa;%qrDip;b zDu{vtK@=rwh#?OMQS*SS{box#`vLbN(Fi4(6DUYin2MVRpSr?EEa=DxaggT0&rIry z<~(EEzguk|%JDjRR1nK+pe3r|F(WtUajXC<>gMF-aJD3u3u(M0`M#tpoWFTiI0PV$X$$YdBf7>zrJ`x9!P&f=thr>JpN8FaoXAO**Mp53DfS3jW zimole%XE>3#jP#cETp_2B$P*aCzw0#u7=~Ao0nc1jxJ=m&VD(eIpppNqcwVu zb*PJ(0$uE=Aanz+2_Yt!Rqn0^hVg*-iUWLx1PK|rq1n8fv(bFMdW4poT(H*?R!YC6 zzQ!CEUF%R&ePs-pCS=?o#v*W`>md(a@C{@PNsx?@6KW&HcDu*cCZdU>9>ME!Q*Gg# ztxXOTO)iwE&351BQ{`G5_M-ztT6Tj3_dzn=0pmsGvHdSs5<%<$3ts5r_cBJkL3sB> zeRIi5*7DJW0JBVz!r6DtXd?KCit;b>@b{CEu?UPV5g36yhlUsMo)Z^Zr|z+2q%r3P z>nD^IXUi$ClCs#LFlG^ANy{yOI1mEC88DjKIuv#jCf($V7V`ry#DSw`la-kwVeE%%H?NS zn}uNJPMlRELP|c)laq5-Jbx7BC)nr2WeC31_E3Z`btnr7AD#1YAIvd}H4z=ErHfRc zUUIw#daKH{_{_E<>NqAPB}^vpj^QdNchdw&x+u!N%Ziq{iaHXLsDvq>+eqOVT1g?8 zi<{f158CZPjZNU&+kq|r4mEf+z2Z*AO{OH}i^(ynA@DvApW`Y_Hv2antIRmL@5Vuv769@2i z%}Cs(C|Je2I?UCOj;kk3GP;2Q7c z1Erci5FP{&9{3O*kQQzy%Id*zef4-d8#_-u;C+BqS(~U(6(3$DT8>l*Z{T>;_VB98 zPJrVTw$&P7FPkA6KPr^vD{Pji252d}HEx?J18cJxuPSlT9i3c-l@SSX&c62VKX${Zi{(>2IIvOtd^aPN8>Asok45Cn4Tb{r1>SL>19EiBzf#lg}Z#R>d|gU z^DiY1^1-dbz%)zN1}6V>9Kl0B&jgh0J&QgAAeP=_ zbmKmU)CFs2`7`851Ci?{e_=cjH{NoDDQ-%|whWS$kmZf1qh^T3ViBW(;o}-l{Ru(; zqqNno;M3^5=v0xZH%fwwekQ62#!}$*z#(~3TUTFJu=c4I$3!ouP5K*T!!0cfzsF@DSZ@1*-yNlsgel&H6HM#*{_>Khe6A@!Cn|BWQgHEkJEJLr^p@~@MaFNe z>I~ER`SeF5RJ^DyLb=NW4O{vrxInOcQM(}>n+DUDqY6Gxpo}i$u=p3ZVtY_v*Mt-HF z>)Ac3Rk5sKmY?n()u-L!=sB|zhhLpg9443*$MQ>xW8Y;wcMwT$BH+xkVCd5$1YJT1R0Ep>O)p-lIbF^L~gd!FRkh$bd=x+#QvP zz(!%xjhS9zHP;PE#Jj^Uc4YA8z|N^e$x(c%Q=WBX3*hf90MXSTa4td7djs603?y=T zB5ATC;Kq>LRbo-`1_z4qN{Lv$sY9lqSfxb+yMf{6wnCy0+e^>Z=<#R`pVj%y-De~^ zZWeNyEK0Qgr5CYIipaT8odsZAdJ!QKISO(j63OC~7v51`HNu(@i~h*J-^`0j(4q?i zI}%Tfjb%q-z(F0q5E!QS@j>N?vsvqEvzxgCn6YS0meZDFL$|FQn_Ss)^s=BFqi}U1 z(Gbn|7-1TR)A{JqEsk6BhhsFqMZijWtwb$%Vv|axSSH1^IR?ztIk6=Pv^O#vEV08e zS}!fbV6f7*yfmj9g7vokjf`WJ6bWzXqyxA`jg0${M0o?UBf1xEfcbV{#V#9l7Ezmt zw^kg}Rh+1(6wh|KsE2qG6_p}D^8F|)-xk|CsOJ~^OOE=k#fNZsPi+e_!0#D0t7Pmq zNu;JF;G2|^@?a?(tZh7a8#mTfqksrWnjRVP!brR*(r;vB=rCd?S^paU&DVKaLK&`C zt9fEBZob7X1KuWQ;yvqp$TC(jYAJ+->j(8KdEbwoh2ZgtMNr-! z{**Oz|A;~?vz_5MfnCMn84jj|>)oD$ZuuR9IawfkXq=HIk2a?&rhnb9TI6x0WVV>? zx(AI$8M6zx-X$CrYkKVsdb9Qmp9HlPKuYjlDXIId?r2^qL4AH|bw__n;=G&e4B>C%5du3Ovz%KJSbF?=|1JcSWO=S+V?8jhPp-&iR&^B7{mYx13*xF zQ!Y~=4{2b1pa#r!9>djsx8Cm#REPNl0h7!(Y3=;aC(=#=UAL;tM+1iE^!B1R@QL-7 z;6qA`4?&WN(4=;FiSVbG4Um(8p3u-+4Dl(@se7-gNBJShG}A~C#CZV56a|BEHHRS6 zBuK{Sss+8CrR#pnie7n8xQ=mlfGWv>Pagd@fY z8F5p!VJ^#g;4K$>XYrG?>GcDTsacX%{jL&~U#kk&Z!QtBY!lLQRg=<)0Ew60xb(8p zfwawaOIb<=C1SrhX@YH=kdCw3xJ(csLH{7x*TN>S(zC-bY3dFoP&15lS^`2RL2s03 z{RYK8qgbYDVV3d?FEumqKO-s9Tl~nCuXn9guKb*>)sEtq5(pXms%CEo=BgIJCBfnY z5FVpM6|+($YFEEyEUQAMmy<_om5sXT3u9kFlC;N;r7tGy&sF%9iA!K=nzFW@O+IT_ zxaH)L_u6A8fJ&v)D${m3T5qphNKsEK=!@;U)5#Mq)hH5WJ<48Sm9~CQjesp z!I>9In%?aJRUtzzD++;l61E5KGb)($lu(4&FAyZbg}`bm6v~BPDM9*82{o^*D3+g^ z66#M$oYpegZ%3DEPnf^IKQu3tC`XlvA(s<`d8NvP-$00ek?Uz_m5;)k(_aPmhrI?q zcdNx)pu|XpZ2cjdOzKSU5ZkQw-`n4RISBn@}9!Eqm-_KcpO5&t@C_mr6IRYEW zgLkS-`t`a2w^oUWqwycvq!9%tfr{L=m-3JNKLmJzEeW=8|(dazx(MFwH555 z`$mZ;t>Gv>JRcLB4JHdv~8(Lv4o={;qxR( z8R@eH(KkFa?$U%EK>OWKzw=!g{@pr|(Y*vCNh+Wj=eJ3}u0{`KQ6d^j8h~`5X@pZR zT#+##Gh@9|NgwggNKg4>U4#+HeaWWsu__~CRQBmT$Z&rz+Sa?*%d&|~Bmr;Z*$XfX zT$2K9>0uAO4VT*}Ena3Tk3B%9BJ`6$d0|arYxvpo4Pt!MnZLuL1iST|ph0YSBw&kg zk-G@RYFT`e2>LkLAQD;l5y|4ZRD~(-4BRyrBMUjI3mdl*-_!}ouH^i?o)**!C@DNZ z$tu0n5r;^w{S*<}q$M?_eE~^L&P~K`Ao1eFZaRupQd|H@x#_46NtCpkj>;BSGbK)3 z{sYNwKN)0YOj^nx7ORO0s(5nqZk(bhA9Mxi6teneAF)b|BLcR75(U!lh`>9Zv$JU53%HOzqhvw& zRuUUXzcWfqI#wdnS7($gT&OCJeQf#@^NlP9aBi8V`@@mS_I#Fr{ViA06z}MM=OsmLZEq2P=8Qv*F;bQq?9Hg zA2Z2;X@c4!Ul6sn7ns>H1Ouw|Gt%xDCIAx$PuwrygwX6?_=g0}oB} zP9g2FfE05Ja9fsiiwoxhKneFbMd_owh#ch*)xhv; zipXUoB}I`a2@uXph*z#WDsaV-D1}N0jTpJRUL;c%)(R)_YG612L?wh}C`%+t z#|lUz7bK((N|O%ij7i0 z9!iND%9+H=oXn1lmk9z|5ly^Iq7ClR&;jYQi43jzK@~{x(1B?LFu=kM9W0ZiDx5RK z1XrB;v#9buLtm##^jx2T-$_+$*EonN#%UfDhH_OH8cG#RRYp-0eoTY$Zq}J#jXAhd zrw16Kp~3JqI(EcsnWVr}vn57*Rx|u?oMxDY55`gz&DckP`EuB`n`7pJg$}(dD8(`P z3^|3w(3F^b<~5m1)W4fIICA_@YL7{vL&y*HIkV#ay`dc8!l7eOm*|j9MnV`Z-}7s% z8=(5h*wuoxiAr_F%lC?Y3{`m4cKKdqC&1Bw1o6)iYlrUMnVfsS70TiPiARVrasoM5 zV|Mj1?=@k1Au_iQ#MVAgIR3PB6j^A*!zRGaS?AmsUaGU8IWS>F}~;HMJ5yc9q| z2~QMdm{ie2(hP6Jtp-^XfO0duQ5WwKJ!gja4eoJeyjd?^YBaETNg*h&j6^Qb0cg6) zNUzgcc+;-r^;ahhiZthdUd;$+&P%1m*-6m{MZjPi#qiAz%$i|5CrH%BU^ zLED(v`LW7QH8$GxF*(Ry{pMt55){(n6^Dj!1e2-DibInz+uRvEz7Y}y1+QOW6PYBs zC#tXww^rpTOQh_&W$CZH*cO?3q&#Dd>C)W*k1Ac0pw!n7prI4#kEttwoRqD~^x7|7 zdRFlIl`fGn<_VgmurglP!Qb#RK1l*ejerRy0{Y#`tv2?57Rq;lcs zkq|&Z*#=Q`5a=FKhbX!lNe@XA!wcV=fp8?88SWLEn9vO&Syu*o z5Ruri>jc0>KE>1ha(qVr&?z{CFr$EIQeX8e4%Vg=I4Or5bJOS%+P6Vt!n3(U=_#nB z@FR)X{*VNT7e%QAjL(K`ZRJ_P?qN8VY=o9QH=N-mT-0YtBJ zG1}o;k>zT$pcwIc+~_#;`xcwk9KNNCRFL_;$&CZooc;b#N%^>HV$G8T7(;rEaR+Tu)0;^(8NX92rU|v6T2J#T|ZFO3XiHZ`&BDYi9i!&Rjnuis!w;Q*Nc(Hg=YoqUN7Ym*%%qoc7uJY z@sy3QMUj@LH)ohjRh!uY7c9Y{5NFhG9uL`r#9W-i2{1!vDyc7U{;OJU5vxGd^nrBS$>M8v&6*+pBfvaZ;@<2R>t^WPprcf+5(m0b23E&JaBmH-#@@4 zjkJ-XNa26gL*dpXT_7A(^R2%5(~P?Rucx5y0BfPP`D;(v-#=K{0b|njkGph@w&r3r zpN)sxD;x#hp3ySGqS{@pCJ(E}=jut>>H1j3g^XVV;?eo|8cSYud4Aw+;Fqp;$$IRZrP5Y(L8;Jbu9Ox zQu)yxcqDNEvq;(WEw0uP5wjh57gJJjU98~M0vCH!!~N1+FgY1s%$5^eXd?lL!?CJ> zXf(|P5DC{(fT3FwO6ULm&dT9qhJz6tG%e)7_oRof!rAPfA~>9|bV0A1-&zC_r(?D8SFss~5uU;B>cC zHGe#u;&$WQtUNNE<~vM%=tHH8llMXmJLXnmJk7TQMw**OijdO&H6L0L`!stVk=>@* zUg#QMHJ@R$j_;IuPu}b`+zhjx+BG;2t(pN#GTytTUCLy(puvUdRdBC>epDLUoVufU zeYQa56V|M-fPej*&O{>K=^^6eF)ksVjY&NFQ;Al-ikh)KF?*nXomo1ugm3-P<|T;} zFAI0jW~ZQw$JCU1zm-7q)0Y(mv3T{dYes#}^~YW}u2AMR$@E@n5t-B1xT3o;#q&5x zNmzb4aV0YRn3Uy||QX=BKgG(0P{>nn`(a6Q$*^Kr^g_gQIw z`1;i5E3k?b2~-0@R-YX<7ZE0;xZ>V;hNIpa-W8$dT|X*oJ9%&XLt_1|*)npCe89hc zPG{;>`{**=G2Jf-zt?4c4@)YoTS+i?0oxC0cR09e{N%MS#93lAGh8KXp<>UNwzM+4 zE+VD0aUs*b8b&_~?+Ps3(DGbI`>Hf7AM$#nvbd+AVPR)*7HU|&HA|2s8kP?YQ_}EF zY5Rs^azxNJ^iy!y+?{+z5}@p>Ueov;xL6RdB;`IVRqlMVhxg(5>fm`aJ|Le&e4*_1 zKcBk$aKK75iI1>gPT1;iAJ&05Hl)1|O0~BhZLsq}@j{l)DJ(PcbroN}F@AbVhfhwe zLt#bmO4KOdkz*g?a2=*e`G}a2GFQEo*_=cu2Op2C-D3V#qZDje zYflULOm=VNvjLrc$#`1GH_|Q1H$!{_J$Cv5MBi^#>(M1{OqYdpWI(gBJ%`sv@`W;)3EUmbkYCgKDCi~@fU5(LI+eN1HOuEwH(QYT9^}o$v-ZNlc zb6{APIYjm6GM|w?iudtwUD9ffaN$z_+$P-NR%Zw_X7^9EkC#PWW{L*Av&Hg#yeteV zj#o;}(`=+yhNeVxU3IfN&!j8SPu`%sW5J-?GR`(=QwWUJ zKpH77>&<*d`Y7(vjok2p-X;~2c%d|M@*drYMqKkMNnxr#pZk!M@^{5G0;(r(AZ!Fa zT&^B1%|_6nEi7r2KfcdjCpNAA+o>y2!_-4u(y}%L21aCD0fCLS`VS84>YJ}U_N4m1 zC|CVvHr`=SiF3(be~*4Yk*sX-Z%(b#cMQ+Fv*q23W$#gr+L}8R?@cHVwFVH!%Ra=5J`v;Dx6H5&wr%n+TYIM^Qb44>yGs z{MLaL%P=5y{j`U=OsC>{INQnCXJszCQ!6HICIN!_<3To(Gm5!^>E@L?jm!@UdvVMS zrr{Twr7AHu>?6QL0b(x4vKWJ33Py2&7!XhxKu-e15N&Xe0&Kg>z5~~<;)uqV>P!cy zNq}wqOqKzM9>MB~wZdRcq__;;6oRaRhHCv0_ll5w*}kbJcG2y!`oIO*HosLNyisb$ zhJ-2xqVJ-KFo&ceG$t9uS}8Y#O0D}`Qfw7_XAk`b_dklYKo_J=NBg;4lxjyO=8TYi zgChmi^=zycQ;Uy8gJQr+tBY=MH9+v!aH~JhO+laN4A(g&80I5Z$7jpLT6lLf!ie;mh_P8UaN`4u7pOF;F zGDJk6(eCBjxIuk~`_6C%t{Ts_&2_@YC~Y1{WHQmM!Zw!@u2&i6_=j@Zd;^AnQ+R^F zFT)%$lKuy&CIyi~X!E|pvMNp?;ilP%_*59d@!D+e(|bBMV=^e2i~X<2)Dm1nagk+U zf#C!U^R4YE)(i;}GP);I^5%pS+J3yHKkw7fkW7|XN*3W$f3`7D?-RlvoggRd;Z4p+ z%U?!|n>psmI=7$22q)b%&j0l2pp$wYy#Lihdud6e6LJ7@AHg<_S2WUS{^9wUXJ3 z3PEu%Gkeiz4{FlO;Ag5d)ZLr*O3b57G`@M$Qk5kq`v@@6aD`t<+h?DYK8lAcmWWb{ zxd;?3;IrIU2p=GdLh#KNqf03n{8U(8FYO(Om;yo+B?KS6q!NmvJfi!rZiXY*(3xkr zJx%nY+`VEnLRUee!~xNkcG$5ea8Z;;emh>dD32B$r6^?;M|o^0$M_6&iSpQFB!p2c zTzv<(HZ^&icrYK`1B6;yB9LEaK6WcfG<2m{;QR zg5tg7jVk=&#qo$yAiXd{?04cN3#-v*Bt^99hFr8DBW38xK*{N{EnamCm<0HVQByv4 z)h+mhu>T}s*0Uv|Ay-RY+^!N*xD33KpB8A@!&n_*vyUL01JPV2vxwga`6XwBE{7sR z;-;ED#Dw`JR(QQqvMI{K`ZRr(PJmyiyP?Y#hk^`*974>vHzT(fN{xt3IU1p*6Cf1o z9zsci4&$-u)d{L$#~R!qu6%8f3+ zPFwO-58w%&ffS}0WwwnCf6>`+f&j@Ek0!R``KlRB@RQPekB-rh)Obyj*D>-l5Jjut zvn@xJa60Bkg{gQIT!?B=ma;_7luV?kcoMgD_d8(CPv7fRK8XVb4Fwe4B#y`fLOcS+ z3%M|xFz73@%SWI@B1F;ba`8w0ipfEBGH&bHX5klhk~P>_n(5t)Vt zL@eCJK$c0`gm&&uFf5e@7lQRLA&}5Wh-PC#^n~Xq==p=$?hKm^EAkz-4UV6r6jVH~ z_bK_{kdEVA%+v)v_cIgJs9iJ}cJQ&hKwz?S+(E^^6vSd{C!((iDaP1Pu0P^l5uzW4 zeItErV~PZ5j@-n$O*>-WI7>0OWg-(lK?QfrIqj-KZz+KwtMy8r74)j z`^buXgp?ddi0_m7(~V6woPjs;X)pxQw_w8q^D7^)OH_!9cXKs^2y(+kc60Ry+1dj) zAz8$rFX&ML?Nxh-N(j+V_G^zxfG(rhZG=NLTfyMIc`waYdU(I=(|#oxhq9=as~P0m ziE4w-wts@33Ly%>VREl`vjxT6K@$VNB|A&^tY~F3K;YGeT$gMXRaEO<@+MhF0^3{z zu!sMWaIbGQ^+O(y#Aod}#^=N3ynh5-0ls#|9|!`T!^c}8O_r+HSw?_eHNI;mscD&W&T1`;t$%P^Qt zango))-N<>5q(Y;k!NhNT79!wLKc_Ph)W|oXDI>U= z;@S-hlphq#V&4QJ%?R!q(mqH_zkbHgKmem?Z3ZA*?08&-6{QV^(3cXy-M(#FPI<4O zKj>vCG1JIas+}G0;RX-Jg|i8swZtSy#^me(1aOkdiiu;7-jkB0*X%%%v*lnoxZ&!v zDhr{E+>l7uR44p~&O9r8_xkACkO{TRv}O6saVKowPqif`zjkzXA0^$K@Armkxg-%g zC+FuIL-3&y{$yjlU+%YVdySJ9 zI)a+`R^cZYM}|4CHco#0RN@yKCJ|H86GbshdYOT+m2(YrnEY4>TN`i2)V6`4*gybz zXd&8Xqg=|}n-VY|i+sI{8{&qtR?K!QUf!SJW}(SQ2&3iIxp4@yO$a|IMHMfvG7SaF zuyD((mI=UoH|%zCdmVP%&&F3PpnfQWvLIE#E8ag2h$)_Cot zK}4lmB$U0rG^zNYUVsMlT4X?IDR*~i{2@sajo>BQ%Ecq|Qk3qCNAMn@6lQRA*FSn$ z31u|ImG_%fQ^&2QDM{fh9^(4MQ$P&|alrC36VzxdW;4LCM4JQ>6wLA_fCUDf1W2MT zW3dJS0nF99$!v5c#~LN}#^=6m${-5cQy*QWB(y z=6zNkypDQqq(z-}@w`vbPeV0bwVn5=>;zciF}U~$HphH2$2}cmjP$f(k&ZPi^Fk@O z*kLf@lK>B9xMhSuIETULGZNyJ%%G_eB2vC5M^p%tp4P9}wTfekSx#Y;yamy8_DskTc;;YWl&H?o>H3KX$cgIN+YE$D60xhCff>k0g#S-+ zbyG6MRnv(O)y#|D8n;SGPip3SD~YL>zoF};hm+*_US6J5t%NLbrR+OinD3cbx-e{& z)Z+#DgrG;;Ki1GV281?sPE+RIw{K!n3CxyqRz7NF#uSM?&N#^p-eXBp+!WpYyf%O8nKuhtdW|MY-@!M%gx-V{hfZu6#|&I5!g<%kA4mI4&s}h}D2N1tSIb5#i5G zZsWRPtkn19>N~k5LJ7QF3v9Flt1gq)f^v;*dbr~&U*+iwszRLraRzj7+C0HJi zWPr{MV-uZy+|lnFdB|GjGFw2+4NXjjXqaVEqY+l$p^5Owfi@#6Jv5O| z$TXs3CcbQNs+r-o+WmYK7_k+hd9AFa*qI{3Gb@tESDYy_BuK>E^6mCo90BFyYwZfy zckKd%Q_w*@Si3;R*6MjZiC6FN&B<2pEUh%y)asouhgPGrf>w!qrYUNgU9z&2zFnWA zmVoZwg*XD&1q3;;Pqn8zexdmeo??W=4+}z?CH?D-kLQYfg z`_3(xR06r>5zH-YY8&2a91WPRP1Tfyr;zjklIODt#Bbc?gvNs$t~ZJR}priv0{45ADc1yWGzp z@XThf?2p=&26Fxegm?>mb+I119Vqjlv{Jr>ZfGc-FjWa7Gv`Nui5*W?moG^?9SqoB z(jj%q9Z!gaMnW{@gc5Ve;cydw5Ycn}UO2Q1h@t7@$T)$lE^kZQjGwAtdf3P1?LZl~ z8$T2x4^_mTNUO#;^uA=dC(=r9NUpFGX=4bZD2RJJepy{2qzx88JT=$^rHu0Niz6JU zM5w#*i_1s=gj& zpH4|T8#7I>QvwIzh{sZ^OEs3Vk4jJFV<}4|P*O0K5>|kfYKg<9j-M5JF>bOstfH;i_z%n2woqy&6z2yn6cYk)Z2>XjP-sZHWG#Lo{Z!h(Yn3e zMv|5(xkpuQC8^D+{lHEhpR=m4nFv=D_XK-Y`z2-qZrvTgIN?Y$5xUAu_P7L&m^Ef1 z*$7ZkP{GbpPk1m*ohDI!&$Q;Kq0hp*i#4EkC z$O-Y5VsU@iP!5o}O+?!tHW^7>QQ$@U+TUywjPWj8@xalip1^7M)jq{_+0RT^qv;85 z;Bw`veUpo)Cm^Nq!28%vPwHv4BYc1;T2WY3 zE=mmjR9K2o)oxVBYrdzEuN3-h30l-D*xLjxfeO>JW)022*X7S;CZ zax;_VZ+TRJin}49q9HLOx9}sG(q`-88X;1=0#k0bI;s)Tb7spijbgJ!yid<;`AMND zH(Ms6G-ByWU`8M_W{hHr#wjkobr9UTc$}gmTT@tTJ5J%4)^UBooifsZ(DgF@#&3Cj z0R^Q2b775Lfx{_ZbJ!?0(baW@c0^p47xqy>DK}9|MZ;l6jfn~?6iI9(csZH5wvC?@ zsB$A=A|WPlY1%f+2Z(+ajwu)G?b&$0L72lGf@02BV;p{-3>Vd6wUN^{UKR?|Y4hN~ ztI4F$?@Gts9_@y-rL06+BUCEGLJr=r-ZewkD=+#iYYN`n%9DXp6Vtq2rr_}i;qxmy-SbSr`-GrJ4z(m8j!{f!IIk){ zJpAD+Wh9e6wKb#|3L@|6a0j7!Qh%YTpYl?WW^Kx4L~N&xtkEc0%?l+?@h*5wFDndl zlU?xmLlWfoQ!T3}$VxV@g3nia6RTI%P;6SH055S^jZr{`yD1rPJ=|)ssIZrhPJMI} zckEsUy4Mc=tBG!X-N)KI${y=bKra{Ww7YR#x{Z`Xl6qM@LR4(=un*b25d8FY6n(#Z z*k`GP&^hY9T_AI;0Be*gi7i64todNqn9hK+nuk-wJ2CNlnwo~3aJ{V%w+f~~d8JHn zLcr!$mFI8zluienSk~PDkf>!KM7Ed)4p03}g}+VGY{Nm2!h7ymt@*p|deu0^C?#pS zGg62v6oU=G!J!m0hpC$Rie^_xSk367Lg29_@oHwyUPCrr!!> z@ji$lr?45CvJYZj6OPC=eSs@8+SuZRJrTJd#3^y~r&KyWj+$jM0OYGM{hd&OV4oLbv5niZG=-GRpo*%zdnCrMTgG?s@ERE3 zA;u{YV|eb=tpS)ML;`;$BQRO|xwUA&jNa^3gZ!E!)#TUh4}gdc16ie-OL^6-n@fYz zQ`7G9mcF5vn0Mo)y|-E>-ZJe7KO;@vN@~)~u@W=5JH7PSHhGKg0XIra&fW-q+w`q` zsBI}Wee?fM+?zc~njCjxpb^&q#7!;9;cYyZ%WPr*E|x56NzR3X>}fQo2gH(SDmN=D zt18i1nKgOz0bARpNi>;EmbTJEQ?{lD**@q|4|>wyr{6EGFWkf9`!XXF(wI$GesQ?} z+{5Gch$xIyP2j>i;3YrV8Z8Z&Ak{HR+UO3bc-PJm`?P6Ps71$;0HO<=mL!r65Pi_q<+hiQtjdf-=mn7Xa$5v)uh zvf+B(^oWf8rBIG#kl7rTwU>hDVG0n(FLCiG7F-BNDcD_kfE|*Z-jzRb!%z<~5Z!;; z2U35kWM~c8498-x86Ha(-rP2f4SxDr=SqN zL^JV&rhdlj=v_}e*I#6@|AI(DoW%(kFGn|l6OBR_EZ`o$8R3-CQ7i4Si|aNcR3^eN zy#_jO5IAk*#`wrc3#V#pP zmg`fDzh9)CweTtM9lt&ms1)G9sN0r|tN^RrDUJtW@8tQ{<9CY1u~$$_JH_snol+mq z#chLk;qyd&1S&!wk#fBBHLg%FJ;db#+mM2*f`+ z8u9YM+kwa1&u<<(9v*zjX#bTWDV1AHU`yQJC~$v6o`*jJ?r(&X@d`H>6}S<0818Qt zxW9RJ+~2fugHeGSVZi-ez2KPX8)r&3tLrUxOJCrXWjuPhNd{9!3Cp=V!Ezq1Zk~9q zKLpo@;3`eXV7-4c+EST$sBj>isthSah;)ikeK2`xRfdjHS2!u@fw;5E5XhaeG6XQX zGIWdz+{2Y2WX>u>3OTpFb!F%n6}Ww6DBS&785Z}qldJXWezn_P!~C=1@FHD2S^-MH9YOZwEO#Znp* z3z`0@L8d`CqAy#HQu-0$!_AHGM-KkTBijE#79bC8Bya=ZkrCJs8ng2+^viL0j?y$0hakG;_7S7##R_wo!5iT73GWlyUWhLt=+XNXB`YuJ-+ESF zR>^Pw1(Adjn7wr}?#jrRo zIGqUN#o0L09>Bwqg3qQ#2q)l4BZEXZ;qfDZ9{q3x;IpY=@CkTQkDmx9Jido7j+DZ% zE+^aRE$^klgedzh%Iy0MW%dr~K5}%u9p%LLpU>5$b1?0 zB10*r%&HtuLKaIhC!QhmrCDrNu{5VMH&Y3JMJXQbcLI9vy!(DP2Z==Yp9#S%Icv&_ zgnrJ1lm56X5HqJDL?COKT>yfgA(4l`C|P6bS0p9w-!|H=%Q>z*n&BF~_(P!lUP~nU$Myq{d5;Syg0=93nU1=^2E zJD|+j;l$Uwd6EM#q6y0|sz&TYjIkM$33~gN1!^|-H#29BNM8yC%ON$4`e~s0QeGouBvG(fUL|&(gX0NR0H6P z=eeqbtpKtDAxRIw7lAd^pziU|DQ+EHZDye?vTso+EmIBZ|D%q6S2{V9{g+fSme(NK zP;iNmD#4S{=0%w^QD}YP4x$aEoCvAnJ{fIZ?l}{M)>}g1l<6wt2IHaG-R11+3U7M5 zk=%4ugb9lnw{*CU=KGOPH=47U?Z5VJnVi<~$JQ{)CEef|dyEz4+gE5<2)_#u*#E8> z`;){WnzLfF|FTEjC9Fc`D|cAc#M0<1uW=P{I%E=j-*d=xt=RywN=V4otYf;JdZhlZ z0N66?c=w}sGhBh_{xcz%D6F;WtI2k9KUwo|!QvwS5O`YFs^0_U$APjhUqOEVb9n;7 zvnKvw6&(#~`Xzw1O#H+8c^sv7g!gZxr~y1^GD9}iSe}3j5;KaXhd1H81;MkUPmDQdjFXa%u;&OXuvoP)U&|9XlSO=B#^}R zKO3fiRym~R{v!PnvbU5&YTAA6=?L%NNKv(Fof2P8ZaPT#5U5(Jbz=R_BsgQ_ys!n8 zCm=klkG!5uwmZ1FW}8z?vDS>6^*9*6~a1s6rq%DU2 zZBH+t^B*wu5KI)-g2y!;WW3-%f`7|`$G1TwFekbFCmB#JzHrocvPk>77xB1l7A8P7 z6<^}>f!_{~ZKTBv#aAXjSOT=51yR+Oo<)M#s#?qp34BZYBcqMG-YwnX?8zcI>EOiA z4cnKrWMtxpIa-@iVxBXupForKT0@OD=_>6wW6xSxwR5&#z9&EmIJkNTn$2d zc32HU!k=ml>VOZ8q|?JrUu1agEa^Vy;gooHK+q}gjR-YP)D{!D}yyCY2~L> zgChKcY7i1TTN$oF9a(DSuLk;{>uW3#jI*m3u@us^_75g5{;5kKx}4>ST~5ch$0S^$ z5y9aKO|!Y{$WYiv1Hy9LI*xN4lO9vxsHC612!Yop3Y_!q5t+$Gk^eqiW~Ry{Cq=O> zUy-~F2Zk4wK}CzNh{?4_+H45%Yi4;Q=tsy|Ywn_)s*yXBoV}xiASau&UOAEA@bauR zU{OxhY@JEY-qtF}$wsPIP9zwX(>Vm>&l$;T;G&I3jZT!a<65^{mnJ-LWXjnQp`7pb zH%oB?-W<@yNYNJEp4Jvcnmq!>9sB*SSk*ETpm6^%Bpgn-;8I1du8zY>Z$(fh#OWKR z#4X!?$ySK{kEe=VLg`ZhQ;!^+QAD%)#+xLKQ!2uGN^RHEH^d0M+eIdat4HYZ41JxU8bR-0)-8Sq)PFl5S|7J%XqEqL=jN(()Po@qhZ{8_ayWc{5M zfZ`A>_!?oICdsBVelLBTHcimg!qw9@G;W7u1QWOT*)4Bmr`&RyWC%=O4I!dY0)!42 zc(T(ZL!?<({&uLvAdhk9Y|yKlE}3XEesXG?p)d@pB*U@)oqAzrVo?B5o>JQ^%BNwLD5e|(xbC!%%vQW6~C@5gnpgq3bCa8ljdc_i%X*E+tv68fI(urjQ4 zVS$tCy3QkEU!T?S?Um5?Qg0t*rF}LkEcE&;7CLC3xYwe`I$8UQ+tTIqf}SB31???z z^o@K4o4PE{nIzokS!AOO#k<@^s&P$-r(;npEnC)E9}cAB0XfWBDf1oB6sB>6ElnKu z2#HRtMu}yQSc$J)jS>k;IM9Qqv}5|=n1&a*J!KLh>WMwL;C+C&Bl5R53Ir*NJut=% z-ZgkIWoVxyq~rrI)eVyq$G9e#x;{d3JP0E;P`VS-S^Y3cQ$GXiO3rP^vWCKy=frg- z((4h`dHR?&*a119pp(aqd;Nf39F=ar^LGhPIry}~;7=`R3rvsnDY<*xA>gqmGadR& z&O<6f;*s)I1`QpDOh0M}aen>u4JSH8Nk71Iuzvh7HCpgKwgw847-j!XzwEb@ z_0{HfJzvI$uw~WmqJ_vOZh?1H>*984DqH^?9eM&?Jq$H}!N>U<02?rb+n07l^)&*pw zknhBWz{s#)Jjc~`Xov(T+_#5Km6Ytcd?chM^z+m0)bTt-Kyx85;&Su*0hf(i9Dkg3 z+ZXi#o=e!j(Q%^7h6SZZ2LxVhbC@n07GW0tK$m;FyW~Y;wGpq2Hb%Oqw#SKUkL*kn z#Q{m?y4(2Yz+27H@?rX|8{V>=bOE-C0at zq21xlRpy|>3pUe~773r6DtOFgqbRnEkcX z%vif&9OGfYir*5V z%?f;CGu3hJle|0pYED=?B1gzssl-W6Rg2FgXJ0i2Yu8k<9{0+L1c#Srr6wmiRaHKd zoPBjU%E`*yE2po`5Bq0wpf=tu{q+LoSi(sfQ;071=%FXN_uqqC?H{9`I zLwJ6;0YzO*rlQvelNkb^=-yC(=#iXA;O#*mK?SCJLqU?du$~&p77Sb-yi<)0*nDC_<1k76bWe>8%1R|I26`(NfL9Wyw?}D;8G7{fpU(_zKx@+LMP&O9o!FX0j&&V$o;bJ=|;II#76(p$&>)D^o7Vk;ZE>Ok@i7!uUcO9!9DILH4FIjD=%Svem_Gs_t zFXqycaN9^FpB(bCv`!JVt?4**ZTCk<-~a|8TE@&@rh5+u8z3GXzN0L2f1|6EprnyJT0)qG5a<+!^)Rj3&++g>4b~V0QZO8ZP)zxmg z9jBKb&2sY@FeF`Jh8(is$XR>^QIzQadYS_Iu+3OTW5C8Hj}$<01(!i*GT;G}Zj-g(@<&RqmfoH7QIJrYF^Z_`sNB08Xe z=CuMs#90dn^!mi97Z8C!kiQwIt#_*xuOjPlsoS_DSo*YF>rOm&;b}+qJ%Tz6qvU93 z9=njlDEz<}Td$SbRjz;K?!+;+hR~yeVvWumV{3wkR8mmJHda-7#0ir=wUT;v{gRTW zy{~hVQ19E|9k6eg_TmuI$sDb;%&c2r@MheMJ9N$Hn{h|>P z9zrm?!+@B=4LDqpSI<$XE?Nk9;?8$RwO>RJtg`dn5jn67(cRRIlaWHiGn64|4hTrD z^)hszP=*7;7an3UYaJtmP$v#wNUtuC<7N+ET-2~JGFgu?cF{tp6OFN>+AmtKF?K{~ zj01ZY+go^x-r~LiyU=2+5c0&mi^Q@=#>Cfl8%rc8;edlwN^8%xQnZ?HJv(i>k;wMU zxl)=+tCHf~nXYyJXfCzA@zJmceAR0lzwF{&t*5sS;2jfFxjdMOh1bDEssC>$D#YZK zSoPQfGme(aQA9POVCn1i{+mhkY$qUv#avPyw3{CdD0Dr?A@kv_-mOp9v%`C$yJ29E z?>YBq%cGGyx~99KL6%y1b(B`zWyWzMr|vLP=!p5cohZY%;(tHU+GOFCFb~$CyU#dE z7<@1Ob+WG9;)YmKy8{O)cFXDwG(Jky$P-U&d5U#K1djHJtq=*321cyA`<~kxVx$o3 z#L-Tq*&|qhR2l6=0xYkAt=E`z9Pdjvo7tEOH%Y}?*Ykys6SrO?^+bGF@KM5HZ@m^I zsfvM1WK$lVzL`~aVPhh!L;F;s;7^=SN8*w80eXli>`P=dL2AKz1~*y?lMEnR>*+^c zKEo?sa?AgVhDQE74}TC8!1b@6#V0vhPd~aVNa*Eqk$ws8El)pwhc~i30?mMdpJefR z|3-?cYG4fwtk0l<52FS^3>x^*X~2355!`S^{eoQiS4iLT79v=^3p!DDPjvs85KOs$ z-xxjcW`Z!2>V66=A2is(cN0|)CnLT8To*}De^3JzPItMiVRbk+&+oUw^0YEsaq0Q< z4p{iAn5{$OZVySngtA)9*0Ckc43obK5DtF`G~a8~5eao*9NGP6 ziN*Z{ls~bc@cM^z=b>wB-8By)NWlAt7I@_He!Tv%YjF)$`>%etNK8Fi&5^sF!DHr4 z4*VscHkB(WWe5}D{TttnQMGcNU*XLYJ|Z4}2sAC_`n^EWmun)s|7?sPl&>4*8gFr6 zONw($@>9V2K|^_dFI;uOW;?zutyt{8C=(q56o)u+D(b|>sX*gF4aGtN^@lKqG>Wqq zITdx#;#8pVe1&2mf%>x(R;_rpz^xFjR-|8|z*}m?Uq5_r{=BOd9pU{ODT*ch8-^(^ z-g034AA#ik2Ge`^RtF=H+<)2!5`d);cbft$!bSQeV6-UYA+KK4^h5K{H@WVErOY9T1-hZx(WP$gA z3S~`vs+dm!m6vcJ-GTDu+6O8WDRZjQJOxx>-_0j#-!}(3We; zW0`%_JsTuTHfOf~nvtAkeUJoMp(moM^v@!JHiMj*A%QoHgCxi-BoS4naux}+&E(7s z3A`0qLvUJA-qnZ3Kn4jLY8islD86S5+e+@Q_g^g&(|`^EAM7UwugvEh;B)IytV;0S zb`Aj_Oed$PEax2HbHh=rO7PxnYAs^8C5UBc+zQm%B0hB2{d6r%AnjX3A4zjChg!Vx ziGGn6?z$uAx0%oXn}%AX`Qa=sQgwte)QVBWV~#zYC>Mrun#P{FV#1wBpY9a$Eo<=0 z>x1I$L4FLXLqyg7QOl5+6h90%6lG)5g3 zWTatTDY6d~y^!Et#hm`9P+u!3Pb!#vN7{o5e4r_7F=uffZd`~z1fZ5l|HH?R@wh;o zS0}Rj&&CMqrw)Zpu*0Mp-gYRdxs7Ba6yLPgp|C-9c~mpn4kb07k!*zG8%k?+ezDnN z=7)bo!L+Q-KYa4h2f;>2ZvROJR0{)1+)^=F7i+~$8UVL$u{e>120{d(SdEZBgdXn8 zag*^PMChia5&FQLr2o)g5Y$c4OGf*z6iJEO>P=A5L)}Wh1kRS;sk3Y`@>LEzwpd9H4ijf3m zx!HImn+KeKxPN@W-TWo|#2J`<3#=_}Hi8)^s2{lE{D90ndd<-e-RtjjY66h7?c%f28^yl~5`kekh5*OkQz~Kv*cxk1v$#)w;#tLpDSA|KT|Oan6u>{ZH+B#cBIvjXdcVc?|{s*Pot(BiJ@2BX>~rpB$^`$e7Ch9~zXs z!$WJaX**io$lTk4|DQhvg%^O2R5|kFWlP`b1f_T0lLIZtb-|o!-=C`XScZc*x^9z5 za@B)`VetRgPh0;H`6*=p8lfEi{9xl3E;2KK*IzZt1yN2R_9Iiur57TSj zhUhC}!Djzuosf{NSAE!EFBY@K17cp!FL${9hDQ)%_(dgLNYZkjb!6~>q6Eh8f$`%A z=yrRz_^lfE{V!CqQBG@dm+V|u|KQTi@h|)zAx6vMZb$bWN7olfAin>!4`=@NZhQNXk$A1*ZXE#_RR|=N@MX2+wRqm?mApdEo%2Phqhwt%yVLgLuJb z2C`$Z|DsG(1?q3pjD2;uH8b|Exh|W4dg`L*RxAKiBqGpXvkKh#O<~5bj`Y3TQpBCV zlqb0V)MEybw>9os&#o7RXg&%ed>qME^1A`vTQW_Fq!T4nm6^T|r3g z>Yj`??(AwN3a#Ja9n>v$c?BW0(|a=7xZA6lD71dp*Rn#I-?xAf|B6y?u|ithw_;h7 z;QmuCh~;W|>bMF}*ni88b7%gJ-2Ri%_^ko-dUn5N6wxw({;=a9>|e3j ze_1D_riLNADv;Asb>MW!T_sR#G-O{5h9SFpkke8X;dIDdO;Bt!WM3Do`CZ>~P|N&o zc;Ux7=Dl7nFYv!G!j@y+A3k~%>LQ5ke-@v#E>rI1@^Z47kt_cS&P{SZdh`zHB<_wV z7QB3L4+`f$2NZ?-TqBCkdoB`nC>Tr>W_#!xrJ_}8Y7et!$+t_N`Y<+3R(r^6K`;1^ zD1nyt@CmLF@alKu_Mc<`MYbGZHnWd+T-%#0z&!pG5Lz5yo+MHcNFu%eTo+lh23(eQ zx0+vFguen#i!}&8~N zahN1$_#?(1vLn2IBSjI9)zF5-5skpoWYoDIdm#QAM%{U^S5d%Y%Vkivcs8SmPFay? zK;f_Cv^>U{(A~ose+X@~_)9+t6hnIxzFzM?8zWdOW&?<%;d%{%30DK=Q^lqRFp=s2 z#ajnIM@ZoVplbR-JLQXsKhB~b63XDX3oD&|90x$LmUuR=meX{A`9gdNP%X)n{U;evGaV)grqlftN@+12a`aTa zMl#a-&vlUmWi@;0*29bROF(LA_CAXDNd`pm6W8{nDB`h}#obX!I5geO))(1tfvII# z{3D)^^>hQOF5vb4^I0^JS=+)HnycA#btM6YAc3=Gdou&_p661)jjZ-xEfW*`JH`T1 z3Eo{xkgGV5b>Tvcn}$WE5}CXDpeBoFy8nerwgZY}wk(Py1PNJAERy#_w5};X;fPizFbki$pLLMUrQuRMvT-aQ9@lWeO8>H+yy=LXwvAL?3yIdat%* zwEs$xl(-+66(mE+TPV5F#|=%ldoD=pSRv1*sj@iUUY;L6vMiLp(7D4e-u)rFd;IU=59 zZ+HfnKFiaP=V{0UKWvxlX~-sO?dx`>3Ued2^XmUYbyffls`Hyy4eG2gqdKh-mp8TR9iGx<363w9;~DI^I}Ok!@P-J-f4mFN zG{W#&e7!o-g14y`B6K!3x?GMN_x*1uqbh`;%pX;2q)6_~HhW^G!fpVc{c&?B&%uIjZ2peiituSNaRyr>PWu%bQpkV#&WQzfac{fA=OEz8z0K(LYu zZTwSnZ`{M7Pbmq}r~{7`KD!)K;!IMi==yLKZSG+x@Dw)3dNpOrYxT!sOn!0sVXB+ zMSXC9qGk`Klj-d&d!0!aLrftmTg&6`HNpd$z(~X)e4Rc1UL!@R|NTKy&o}O6Ah@H$ z()z`p<5lCXdd;qcBF@q3%pNE-gBqD{-19^ceP63n5T}mn6U9tW_h^%6;k?1CreUK%@>mRZ*cC;%UGR-C3 ziIE$I%Oq^0)WT>C94A60oo))txG&gsi)fqFrzN5Evrx(>)mqpfL>wu_=N>K)WO@;)kP5^jICvV zB! zBQJ_+ANf<2=*biayVRL<b6^l%kz-5(}ZUgKSimwtZwJ} zeAfy5ZE*SkGI((nyZsksA`0+ypfGP1t4j<-ar|J5mtVHKwb6q*h5Lk0MM@#yKeqQ5 z83RGTr%*kdQH~ovFM3#2BTUU$4qv&#Upe*o&V?5-@`4Xfj37koLC%~= z%vN-8PVN{hN~wK8-y3`++EX+!$?NPvP75_9{O*8xayUg{%2BNskpnsxFNAD)T2&y7 zT>GTNz|C{s>-GGgsYrx!*4NW~V!W)Lo3dS?d|EwEC1h@S5iOTlA?T4D&#Ma**^6jB z1gV9g)^zb!PWVE83TaPmO&`AXgRI5#!YX$AFUmv|;PHUDE|%k=c65Pd;4Y02s(nQ; z7*Wo>uK<^$48dNn2pYsFyX96S$~#l&#UlFkAzq;LlF%;KRhsII^TOB`fU2`P$ooIY*S}?m3r)^+Crl1Q>&~a*=LcS=l+-N>f>V}SAECCOEea1 z!CJn!h!7JQOS$dahZX=+VxMpnL4>8--%^rWDw1=OXhvD zi$&|-v?b5vpxo9|>Auq7Xc`tGr_Zorb9FVl8v8R?(^(;XNXJDaCPYu=j#y3QfxVWe z())qfnsCp_PoH7Eh+swu%f5Rmy`L<#QeUP`T8V_~>WC>sm2dYTC^+}apSTwu1O*{V zY&z7rm6Mo!b`?otEqeN_`xNrEIMj9J@z@c5670tdsF>jz1CfZ}|E^wnopD~lG>JG_ zrd?<-U7xOE!tEn0ufqaHPYGVZfC)J>U_HXB5T!!uj(0IrDofo;c!gCoux#$IG~Zs) zBe>EXO_QOp^;sTMGl)_4y0cTv&~NnQTWhgT z=(U30JKnv5=SE)iS_LVJU0<2lJcIKruWHg&oDol5jA*a^eX~U;PNr;(9TCUt{V%F2 zmNHV3`Y<^TWXw(U7-kvu$?Vtc=P^xw{$nY zU|AdQM-@JKRzf(dA*CqC_L-i=z|prg5OI$>+}I}vn!R4mt`eqZ>LYIN>qCE@u%R_u z7h8BfjrULLQVE5$kGL%WrY?L!`X^-=3Wq(595qm1>B)wux)xW5*ey>v_;E+Z&6Lu| z2aA7GS$vk6GFc~IellCH(8%I8qx4G@RLjYizX#37-3>+^;r$yaY5)%oM}%zZmX;In z#DfqW;e^Lu$kL-9+{6;HsVi7cz!UFY=?Eu0{Hms?dhh6l)f4en zwOqNg6F3GRX~SNAr{upR*l6}E_a#vL)$u4C5n+K zk@!-zqZlgH=Q8qu@LQ!)csX(gLV0C>_jr|%pwtLMaOYeH1)l&@o*Q0m$C#gFc(!m9 zXMiZCN5^9dbS13q$kX0`DIyEW2<|rvP3`VxNm2YQFn#-IOe7)jIGX#<2Q2Q(GMd$L z7W*vz6ex~18dAtXIEwpVH15MHCq|4H^Jj6rg5OVFfIxF}IVHLp(umAn$8t)^SWd;> z^=i3%`QXR%?FJ)<$$IK}o+$0}LuzaWwj=fBqWctel=TcCl~RDK>zS)^p5D;fvAU> zDDOWTBM9hURsmg4oF_f<`CkIkqh?5+Si%%&@81BZ@EfR#K9mLR)C9}9qL%nqAUe7a z^(4WTq!J!ScmJ6XObr#iXTowvASd>o3B_H4z}G*)|BlRyezRkamuks=@=~bb=zg;U zFnQTQ0M-4c2?9R=qv(`67%v=(7Xrl5ol*zlhaH9&xYLmke%MzEn;Vz|{t^6-?~Z(h zdGek20((+KDIlOn{Ke(<&E~@WE7&)R|L~n}f9Hwk?`iHo<${QySW@sBTdc<$I-KKG z!}WvdEqBkaQow}{5Fn4p4D25Zo2#1>60XbwY|%I5QXw;1Ylt_j0>fUvxi( z7)LuZ7+l~A;J7^e&}%^s|_FUUgCcodAf1fRfrJbSzB8wc)sg+ zz8!gXl4!>JuM|ls*WVv67hZ9@!|UT)jCD3B9ljAd(!a?#1Np@(NGg^=jfupznrnUoBoOS9iFE z7O?XV0sLqWSA)~z#3@1-?C>B$mVodN8DZdrzz#P{t#PG3E?}BXcDPhsg$O~;F~a!J zad`OQ_m_`7Pv6&;jQ3wDk{((tevg>91EW~-4~s7<*a=kd!uC3Rmdz19PZ{il5(0am7HOU@B5+`mGJjdPSooRE18p632j zE{F(Ct zv+=m=e{CD+em@ydWLihtr^lFkq!cA;qX-W{yyu9_cV(OIRh+Vat7qN^rlK|DyeU6YVo@HYqaYO$kE zi(ANQMwm67IDIBwJg;RD?I=`gTI|usq7TyOF~*uJG}&o57JUpes`K^;6P?{3Wt=lO zUR7Gyqi;m%5i3V^pgqp+b4v_2q8!MAO1nN%X@^^%)0t^@|I^tTN{$RujW|MM$<+RE zujp7hWv`6*TmoZ!bF^QzF6EAMpC-B*hiheR={rJ{_%DVmgoRL* zbtVV2SEm*|ne~eYj{7%jf*}$j70$)F5b43<-Dq+`T_H2x-|i`fsLNBOOMLr8WTN1S z^Xoah@25dqB12&-QzdKzVyfi+6*4qVl|JmIN}eWOC}R*2RQ5OVDAYY1%PzuSfueDL z6YoNiq}N`g>mCGWaGy3j5|=8U%C>4FL*Zyb8}2W(@vC-y;?|zt*?XtWp3=si+t>Tq zu&wv6Dts|V-S8RmyNgZwDazt;BML{YGmDHmo+(O^ER;X1KzlJ6dk@D6+zuu;vnxCU z5APuHC7>Sd3+*fZCNX+DF#3RuyctPu`!9$jL|;>EA`0?c;o-jmZKGm4v`>Ecc3RMJ z)c2oqLAIfQwhsV~$jCKwU!I+VI z`unf=J|s&@bro&){cL>)8A3-Nz683X+w4F@AoE=CHcdbkzJaK4Cc2;Vs%E^d7m|ig zf$3;xqDWMLij?F&2cb9Bvj zBqSElPc_bS0FJ`h3Nf#4Cb+mL=_Y&&Jdchx@<>);^1PBiW8zNpE{zFW`rG;QWK7{x zAUoce0u>3&GkTqjDY62rVr+1~dXbbRy^f9^8-SF=0gt0Mf<3QZP$`A)7lthH9vuD@ z$~fBVh!g|>QjAWpjyxa~&;BCfZiQuIdYDFs+z^JtBMcO%{`P3&$>}S2WIXab_FoH{ z%9B%PzpRHYsc%yq+g~1wO!jK*(mv}k`2MW0U^sB&smVpO;P@%jbF>9VD!FE2ShC<0 z0DZh&=)=MK2`=@Ut;cYdg40g)@AmnA!pr++Yn+Jkkpl41^TkLrXIFy%32x)VmPh0m z=ZjWm7IHBK774erAE&9wS9Dogh@l z&K3&sShRB-wdGwAPlVH7QZXTpLDhv)C!@|FR6HT&c#cwG;G#n>6gbv}@@J^NX|xfW zxxd8Z!De;2TFjO=@bAGpn(4PFn}63(g%X1&B>KK%;EN~cvj2P*O{*%#!C2k+#?|a5 z=sbK0bVm>G0+HNUBHcK=i{C(0^wLyZg0qxX{NAyeA~6XB6k{*VNGhc`QpAY-s0zQ& zaa1MI)sW;-m6WVfV#}-fG9IU9T6~>aVvdMLMY>&yc|Hg!yeR?(tubUbl=e|e5rUMX zZXgV*`>Jm=awybZF?nEuWoBOTwbY|0500Ehg;&(Wfh-qI9Dk_W2p6L@hO6z|nWcQm z?&wvOj&gx3=<3Uzu9lu55EcV4(&3agQx-pkr5!y0i$pavM>$R*Vxn3B-o!y665hy5 zZCVQOCY;9dU4W;V6(Bg+h6L}$q#OJeifOhLq+2P<9aFop@9MvNX{1hmTZ!SSW zfFQ-xT=D}DiUq>;Y&ypz28Y`ckQgA~9B;~rumqK;@1rTFgala3)NyGOPFJ``Tip{2 z>07{ibacxU$x3vASDLAJ+<>h(6SST!@eEf|96toAqt66+f)bLW8qd=D1XNVvX}q4@ z&n8=3%7Mkd#SBZu2^Yh8TStr#82`KDHK+JUxQxVI9f{Ze7eb4r;ZcZkNHg2qPH=!T z=5b#F@9{$#Pg0`vbW;cElMqqaLC!X-1ulZe*_0o5uo&cCdHS&ccYFt#QCA4bg3nj| z`1L+^kXd44E!J;wD#T%3c7sA6f|=6nMj$`1+L>;XHXD;NHMj}`~ZY<#IxG|>DQx<_*;ND zzM~=uiGnm!N98!!ICkB@eudws;s6PWgETuF`~r@0aKCy%2c&7-o>;G5IPapVykP&) z(QR6!D?z=W<0WXvbLe2_+1rJ+`FNd%_WXUKl1M_}aWs>X+?Qpyo38EWPl4iSyCsDj zgrgYk)_nj%(Tw9L{uVtzu-xz^fE?Y72O=r&_ul;)sSg!kk6wR}94x$n%l_wmCoD4%^&ja85jO4d`W03l zx9PI_JV*dOx{J&y3Ah>4)J5ir3AJd{H?s_)dIjnD$^l{$5-6t1fk;9qMvWU>)isR` zh5ry5I(pRTX-FVsk#1lKOb}2SoCAZy%%Z}&K(wr(g5`7C;|)%5C{d0gmt=4v16BBM zOM}~vuV&X1_TN{t=ks)t>Sl&fM2O)JMhWE}?Un(Gkzk-FMc9r4JN$Lr;uUpeMv7AS zmxyHC;fa-AO2QZ+$kF5Wf>Bit$19H8i)@slc)B7_YLQt|P|VDHDrcH0%M zHNiaNFbE6}ZdXW9$l?)HpBDYv9quCBZ0A!L#O3a0OjjUTYFQczjzn19M=DW*+ct4C z+8O^+<}4jd6A(rYL45L{PnfFo*El?}{pL5YGqAcQ%M6#2%tbZD{$2@3gdtR8}CYr;j^dDnLIbxRRYAZE!D`RxCjFq#T7#Bg9Q4*Qbq z{Tgd1bP41wODQWWQx`4@`Au38C_Pi1XqJ0uZzNrJL;DUsO zABxh3zh@^lW|EGN6VhED-5OgYdt?hd<6|TyT9({j57=gQPmC>GmOw~&f1-pL-5xQs zROyV6k~L3qfT`Y0cAL$-W~wn(hiyqn-|*mHGhi9)BMQhxj}sD|+P!#^ zJu(HJmF^|P9$CaMoaVd6{0rU{T{sz;7As zl8DAjy4hgY@j*yA_@8%`KpOq=ga5fQ@@()wcjH`RsJ)z~qFqjfCK`s?%c)cYD0V|_ zd_Vyfgxe0n?a2^s6@=Ry!Yv^b=K?mkl5iH+$|Dwr*$e2$&vtYA0v;o}qt(TiqtCtYZcH{-i-O;Tv9K`+f=@!QnL z>Us;G;aGJ3>qLEcB0?X5ZmQPd8;DA)##UN_qc)O{uUH@^fq-JFScs%j$~`@IES6VC zb!C$U3H2Pmr#h=mLkxp+c5BzH7ojp90JJINjju?tzIa@SKw*a} zmXC3dUye@%BR!*N!EO|}rRDe{BPA&u9D^jfmZ^5|QDgb2*3dy3v2ukcFcNoSD_#)_ zv75=={Q@uk8I3`Ra$Xb)@>L^b!OhThh>xwrn_+_MwJkDJrgC*UB($t17GZ8M$8UHG z29^N9EYpU!$j}S={%StK)#p-VA1JDGGiXoC0v)($&>^@_)A!CRQG<4YX9DeLnV>zF z0<;eX=)xg7n*1(}NJ8oCbaURS1A2W@)T&OGjZze@%^Te6o#r_F zEgGw%U7H;_sb$iP-m)&5ILfJ3=d@e+>>fYWQZBpRV>fOW(j^!WN{2ukU0tVzdiNoe zalAvIqan26sm5a@8~+I~<>J7{yV>j~85({GIL9vzc#;Z_qnjqfJ_*%R9A?{~a_6(q z@F_4IeV8p06`&&Jc$h6FvJE)%L-%gt`Ka-D1133v#=D+}(}-U3kH5wxXNtHKLWtf1@pww@DKt$UP0~%o2+-2u|Rg0r?KAb zE`{izmuv#R!M&`oyUXnwkC=53+^4{Ce1#1}6&O!BnM6ormq$0GS7Z63%VV>Xi;Nt- zhYM^FWpjU?s_FAntLbxDO+hbl$8Qu#dHmry4#kU`y*AHzEdCrfdx26UBns#GRdKUd zmejVK7nA$R%XGUAu9tJ4Ct6ORBEUt;$#P0gt z{6NCf)UZf54J3S$I;3=O900<{b$jaAhWxhjh!iwMx&jiuYg)>-9ta7ar)vpBw3bLW zhs5tHq;6Z$LBjrDKDcQrI5=VykU&>J^81XYEiG5VmhgExBoNV%NH>SXZ-o4k9`{5r z62+e%Th#=A@cE3Nn>(Jxm}Wak5AgD*kpJj04JqWpJBo2k<30eVc*B+vaE4vMyBEz; zsN4*si!4In13#BzougMGB?}D^9fu$W_!G(1#-h3jLVyM@4fR6c1NHWgZ9- z3P1YvZsZR_ma<7dUTlyhCCcKih^S=b(F#V8Qtp#h<&t_8Y1lK*kUE7H+xr>R)HZcG zmTlD0+xr=J*;Y9YqX{HHn^i)+rB)07njEU3R-C&M25|I~Upd;EVgWa}*ND`_TWxF8 zN%JUxI%nS8)?SI}pQr9mnTIQNB1SL-z-n8ISHVqVK?Vxw-cl6oeTa!EGY0O=Pf z{nBi8M1wpKM61&U3arg_%QG;Q>bdB;JFyj);k zGq8N6bh~^dU^X`c%U34IS4A@bh5%UYUGMJ~uXIPiFx3+@_pXk<1(gv+@9I($Z*^L^ zo?;b3>C}Y@wKh*H9VrX0=b=XfJ`{MX(@K{@E7%1p4L46KJ%=95YFg>jQ_0m0cU!KO*8irKPh$GqRBnZ#7} z8Ex9}=mTEZw97G|Zft6OqcCa)o=e@NWutan$|l4G_p6&pN_8_-nf3`yh~v=*yim8x zG0=n{jiqg&>=T+0kgq~Enh+!(XhM*}RJ79b3Ed(&^k6QU5T+lt>9PqyzOywUq*cXi zH6f1qpiLW12s0{OpJvmyb!7v%Wz)A#-Swf~O*u7LGwe(@O;V<=9gm`0bfM66AKtPX zzu~MbpPRPVL6WNAwYqV~8F=fXyqnD`omY+%skI9fh}(NaN6Usx*5xSAGe<;q*bcTV4Z z=)RFbLZ!{CGNe>Niq55k>ZXd-MGsOl)T;Z#=0y)jzYbSzDY(?VszqO|htdo>k7`ND z!s<9^)w)1fK~=R(pjFE-WwOnxb@c0Sm1ss=r~5{p?nI5rfWmZOB@7*hl{LeAyD9M9cl(z zCT#EeqgDeVbAYZbD261e-i1(QBCRv0$fFOqoH@lDtb@hv+0i6s>*Z>lq38A8v4JP@;xM?M;P3ad5k)s<{??F)DWdg>(rV@W<%20HIF$dPPHoyHFTw1(n6(vI$lZ7wAMwZ z*kG+J|FqbGfR|cy>atOY;_6^&M8H}rl9hH`8=qKzz^bP}D9A6G^#%DT$p-^X!+L&m z+ustp6joDsf1+d=>mCVRs@NFXO+!YAB0oM{C4qh9Wh{tFqPINDH5_UlD=A*c07Ud&ujI1y_#H2CmXy6 zyi%j>7=xR|Rs!~AYb}lxLC}I9qetKuFLaMXw-`q(eM*0oE*OZt4nhR_W~GCWg_`uW z(isMnHE*)%WH-Il?s`5@)xXwl^T5Ht>tpnmT}V&RHA{iR-U3%jT;bAdwQ0l{zE|d= zgsxjHCFfS7qAOuKcN+flC~mCM{NEv=xo**|qFDYD`7VM3{` zoBf`Y1=jJ^4mW`_@YZ(crni&DwSvnafwpyb&Jnl3Iu2?J$t9+0YyBS*sM!ib1kh$% z1tA+}ae&701j^bn+4Od`m~EaZ_wE=f(6%n{MPepm&s{IZ$1K$Ew<|q&OoN8^`3$$3 zYpd{-*)F?iAGpPH(zwvdZ?q1m}qY;y|<(k4*Q*S$HC5@oeF zM|`2wxz=fOZ%*n}q^dV(+J0MIr5D%2@E^zE)cb19)ryo%q~uW8Dg&X_YQM9Zpx;Rk zr$@9QR8+3!ekTyKFh@Rnxhpx1;XqznB(6^bYO{dWMdFN;DMK~~kjr>k#@_n3TK-tI zYzPs$Z?1nJWMT$=UH`}v`Yv97NH($j@%aAs)n-0TuU=``KMS5^JS(gtLs%~#ZJ+TU8axX^jfbGJ8ymk}VG^8nv-)B|IZoLUCap^@b zZvsns`W3%kPggTN6VbG$PfT) z_d+4MFbaKnS?j$}q+J6kJ(`)4D63;v+##m>&W-dAZ0|camUAEw!8fo#={$t%P1#0! z29k`bUF}U7sN3o+yco&WDYV|r!&zs%TrGbxTdS3L=g0Fj#tCC>@8&aZrU-~11vIaV zZa&LQBdOOlbvey+C9kGwuWQ!DG^DQfXc*K7@P4O^_-AY`E?eciw@3`(!AU+?aU!*x>^CXhC-UprDJR`M;@uRZ4hy!yZn@v0*` zr{FaY?F1gmS386PZ*`Ywho_}h$`29Q7$`K{yi4S1*(!Eil*e;q4$w7^=a58?B0MM6 z_qBRFM;?8^)!KsR?>fOAbH)P>y4v0GQHOke_XP7$Pe=F}!wAxlM`<1mg{G?;xh`L+ zXk=4*Zr;fC9Bef^%<}xRm&7T#W*%3Q?PPqvRhu&m#k6}XcW7E?O_7Izn^7b3QG@rG zh5D{l$E(@RH`WtX9Ydh7kk;xLXj!m5YrSb3nFDlfs&|Ezm05mYyI*N>!R3YRt$zH8 zi-{cw{H5)3u9q@V>9sYDs~MiF!g@n`l`2fLyKtfU)-{ceoGC%Xpw~3IY?Prk67AmG zPT-{@YwJJ{giW}>BE5x>kN|5fAEGByHKX!jLb*D3emFHRoi;k7sw6`b0d#pZW*^xw(Nzd@8_44n)yFq-+$TwvtG&*NgO)Pi!SZ zsKDRcCkA2_^yFUjiIM*R^3_sr4NxA2o((yPRggPAx;KyffxPCy5HXH7)5&%_(*u$~ z0p8O-T8Pr>!Jv8eh%}0Pl?Q_+L9?pY;A^!;dNse6-a73y`1;yJ5Bfz7Mi@|5hgI{N z3FdRUsd0fq>&?R|&%lK1xu{vrmCr!X)nTkpqPrj;s`{YTSx$gqE%HT#h21-O+yJ~f z80ntw2}42kXixKCWNx`GyT^LeU<3@I+UkgPeuq;US7nXFtj2{4qi7znMlPmV+>Jb^ zy&AE`O#QWPqs~2E%{Owq*Iw&3=75j%i&}>;gx1YKt&Zy3{@cyKS{)^IJtjpE0M>RQ z%G>?RoBdmNB1qdTcYu^@{7gxd)sgf3Id0?8Z5P9Yl{Sx@9eEondFVl%OHRDik+Vxt zG+P9$TCLVK185AyD(ZEZ)yUbW@3mEZBJgS@>r=C>ng;+$UE3;x`mDh4<_`YU=U6%N zq%13NdqCLJwz@xC%&!#ZP1Qv1~AA9}DD<8r@80A6s}oejVTJ{K)tB z;0A1eSjDCqhuO!fVfcPCJgZRv8dcY3AG;Q}wkgH+AaxAE1ql_lZb~^yrWV2U^*{gS zCw}G={7>ypdHzspt+So2)i@jh0&i;r209j6P}fRD5CGOXThP(PzP?uF-rCucb`7NL zY?+cMYx5bzPgTu9h)`tf$cm(GkW)P*U{a#2ZTmC6ROVD^vvu3wQLiGE9!xGRq1Hw( zNB~FqLZt{3N^Kpzc=9$_@=*PNPfonG(Th(}Di_3*dRs>?fkO{wIeH1{3A$SOUn)QA z*-PnW-CX%!T3*(qt}8!+0I*v5UuqX?&`|npuKb{FDU%>o0ci>L#wrEtWPnXC|^t;j9X-+7e(tdHgTyUAAysa#->cvceS5=d4Kno zY8n_MT88F+mXvJB;Gnx##}-g)M=v1H-CMdTZ-l`2&SsaFnpj;XX{dQU|^vQT+~u@ z$UxAwQSmhnCTYZHI><%RCf4#G7n2fYZK%okh1z8CVM4L3-M1%I!McFEhisz*=K;Js z`r9;7PP^34- z@i~!~GFAK0!k77)UdDO**}A$!LKbZ2#jJ)X4C_UyJ(#bx|8hG@(|g&`SCe%Y){9cR zEnnX$pXGLxE3@Au{Q@PzfU-JsK^|?r2vSDdJaZv+v($-H^_fiDTkPwJTKc?3$a#zt zge;h(uNBI$K7}G)D-=QJQYfickt&5UEumJ&OKZ$;RZGkuq0;8Qj+9KKqp1>V|Z^k%BY%?J=kTPLHSW5EPt!~0Mv&hHP?RFG+sXL6jY&3}42=%5oeZml74y~gq60#7Jz8VBLoYMv?^JaSDQ+>L>hrZVQmA6k8mru4f zeqN~GAOg@^*C`X>*9K0v@P}5jWfvr1w+@^fB?~f{>VcDI+ox&d zTA@c($BvoL1q;Z{nvT>eustW`B+x+s{Myv?*12vfEAj4}`MO!_)YOx=P@9gVK6$TY zyt>!E#J3C*YHqd+QnJ804rgV6^?fc(b$P8T+@5|NuG}#5sr$ON`PZcx z%)c&_`lzvMn}6Ma2->P^LkM(P>)PgDSBji}U1_nkYXjv9KH0S)9Rb$rkv})26j+{s zYOP0}yahCzf0BjmlM`>v5znX4N_E7PVp|>Y0*4;V(h)DDC+OP5#3xZ5LkJYM+Bz`_ zw5piVJy@XKl4@;Y5@?#L)(fkx6O+iJ54fC|#2i$2ZMZhS)8~g7A{5;^Tq7Y1Ea|J+ zs^bZiH8(w6+@(mXUz0b_zV8j`VgXF4GI9_IPxR}A>U@E&f7<1O*aI6Ldv5Ldx zV{!C1QTIEwcHjyVE+#uUdOfX)0=23L6NN-}K_Ehv!)Z+v8THFxHBrn( zA!*bR#G zrf}d8d54Q=gHw1@yQ=u8GZv92Sd}O6Gm9w1p@^!(RqM4QD1%QR2^pG)tDcq(-*M5y z)xaE}YfCTlGmcLX=-B|SKu%Ete{&O`@v?;2j5>b0{m8Pi461`_rn|de%+%3< zxf8}k2vM2`)rn6{5YJ1G;!-vWQC(PbLk&BhOi-5OGZ1xcPj2p# zn0N69?D3BLe3i6yPfl>F$`LuLJvotis3dS7teO$fmUv5SF2^Y)0a_Ia$i*lL2BRdt zSDPMh#&7_gZ0E}x_?4sSD)Gm7dTS$r5M|N2YN^@ULPgeaLMP|_ugQUrCPG1b8n5~C zdbXY|i}5MSC`AeBPH4OmL0hmCtq+yK+`2f3(^Kykvxz!2&$`1G@^MG+_Gi zeojM#6eXlM!SoYBTaXlOn0^N&L__oW; zxwrP||9(TxE~Xqk`Cx#q-Ag*(;C_&~e$+aK z3fRpP(7?jP?YS2d(2#}duC7CDFwD?nJp>8N&Fc^(ZUQC;wb2hh8U*%2T~5@Izr>wIFMIe12%9%)f+J`OrUOd4REAP%;c+2I?g@kUUS}F7qct`3AF7s50p%>c5Fqfjt__2Z0hQF%+AxCv zuy%wA(Q4ZUA!@Ux^#~Jb*FZ{NSf(V(S}(kSXM;Lq=YoVPTiXIh$-+sdx-IZ*0k!6C z=Mrd@l9EzttGk`2UxzC_uzYH&w&qE`P_=3y*VP|2E?h0F(_x^k-0ctoY&Cbgg+3j& zIM?YgP_|T9oDM@e0<1Osi`iP6B|?N%wl@4EZ9)Wn)$lVZQPz$pGhSOHf|NnF9#3}E zt4QT(T9>w8q57dXye}UWIP->y{*QHid$^sZgL&Lld%f7Fyf9 zaS4ngJsxj)o~L#5rsGpV9#8T}pNTFT^QWVEOs!i7cv?N8GFAhENEe(eA0?>` z!WYi9RZe?+m}oRw2jQNS1>E${4V;0uwtVhWXsw^qKR0mb!7O*pLV7B>I$BuWyrrDT z7Yq_AZXPX=l7-fB(ACog0%~=%zyw;o3{!1M^Ju}*uftWN1($kAwYtYcCfVhkqFS@h za~urSx?ZnOwMDl_N@rB9c_%4t4SjT}T7NHTbu6*E`G#s35F%{0x$6TV+XlW-j3vku z23s9VAilKMZz!EMk0nUGid2myn3hnhbFY)2m-+B+-r4H zs#0mPdF}<;wjzxZcWSJ5zM!;Rt?!CEMj4}}sNTZqU@`LT59C`0W;WlB{v6`rh+pmj?uG3gUPZ;7Q$ zgx_OK{%y~4KEJw2F+zye9ai8;1Z_D|wBBLOvr?MsXl`|b_xg&GK$wuAc{Jz9+t|sY z>|z*-@Y;omkZV3gJudFQ4iPw~vXtjkS}#n@INA7#W906`R^#XnA|k)Qc)S`V6OC^JdGy3{Q#aQ~1%o5Cb848r?v=RwTuB zmnZb#kyTHDP!PM?hubfQ8nBnu@<5Dedrz$=pw}Y^xm6@#)B*Jb$!djys593SG8>Y{ zt|!b%aeAiQ^RgqH%QowTdEva)S^-lrEdW~t_sk3DR@BR)^f#vM2*CmggsAp-F0)7oV*4O_~2So^egX-~vJU$5w{5C)Xh zT@Y=&(sCcQ?t++R3mjh(4!R3xu+?3V!dkVdwq820us8)P4S{#UCYzPF zvy5?9C~rq>wX-ja-FUNFJlC6CJGg%_SO9I^JB~a|xFgSJFL%9T7DBHr58O@k@)bf< zkI=e2K-vae1nZi^ltfwUlJ6#)XS1s@51&da@DWd4j8JoHmz;4jp%cf5ICPhsWuzpv zIYpLCb;-FXssLK&6gjgYX=In2=cG9AR8A~}bmptnQK0xXbbjjMy0NX3{OU4Ap6ZPf znVo{Ye~@66q6%D8Y2BPfHoN9H^Gm}0ifG`aaIQYpj{L-=#_3ZZMel8%Ociyi)n`?3 z>nStOQTeQj%q+3mI?3H+d$%i^2ZjkDTGvTDc@w?kp@v*OIq}wJeMqs!3opf(%ZFpb zQC;ucI_vBB*x&(TL|$s8u**gvY6p2jD&u*KC`S1{M(bKz&Z{m;cp*bKXHM5X4&u~S z^KqTM?qB4c`mL+^_LchXMtwO73K#0v9J3KUzuPHyuMjBAywx!~&@%PwSZl}Z$Q)X& zjn408+GUs_0&eT*oP;c_q_0Njjweu7+m9JuwomIZEimtDHALC>M2{`+-Ix$ zX$AeVLbI)!4=a$m8nH770IRkNZ~W3$eV|Zjv#oksmQDi~b-WCKiHM+UbF@2Mx1=ZK zqt?FNa-_V2AElh5Aq3c}^=PHiG=qt$GtPh6)i{XLXU7iQjYA z9>Fn7Z`A|xtGPC1A1H7)S3OUw0voK0ZXz&;x@*gOcbnB(t&q4N0l0N}&r!1AlBr(a z^K21Z9VZk6O*P7FZhLpu?NS`W>b4g_09c*Y@AO4dprPg|&C`0&wlqnQ(&HLD-87_j z*An7!)_rw{r$yDUtBVk&-`rAk^lao2Mlq}JGE&{umV(Ld7wSSdCmuqD2+b`;U{S+Q zK5G3Z@dxtS@ynP-&u{}bWimf%?fwF}irqNf>8<{RjEb*z*Xlj+JNXv)qgK4nEj8l} zaMfKu?=_0&-i=V1b_hL>Q3PTpTF<>OipamuC_)--6e0LrMiII6qL)Xy?_wS*zSgYZ zTp$jlkC%F$gm4~6$38d4fca`v>(shqWQc%BoJk*%mzr94*(gPAYTcz$#ej$;hAN8I z9o3B2fFyE9HOog)YBK>OE9ZbAP!vS#a3s*OvAc<%nh8Ya0A1S>b4ki6VG0(&Terj# zwHkCkHv*Vj$mPU^0&i`;=2PI}Dt(`=kKkQm>O$Lg zOCc6VuZkZxiGf>TDJf&GrCh$+&eUve>B7#Vc}L1Z?s;g<`%q}UHlN1@h1#w;bINP+mfl&q0RR}UoDH#1U1j#vq2}Z3UtTEfbPNpy|%GTt#8p=YWG#AcON0( zH}}|yPep*hOV55&w*EHf#rP+)^-2%tSO6|uh;WMOJ8BgPJSW5SeFO@jI(wYG+)l2G zmnD}m_)PEv6BB-j)9Y#-gkBp8xr;VGgsVos^%DF9#_nX32=YL8my0G;U3FM3Sxjo| z;sb^Hn^zq?Elc@a3@8|I|`bcl*q+|zKu5&sBuipMEuod&6r5nNgj2v zt|w@&l!;Nl460J5Toj_V$%p08ncD1eL83yoZt^)w7G^Tln|z*aKh$DLWOt|5LQa5s z|H_8S^$&U608kOw19i2&`B+^(>4MIpRY%Ey>NzN=KCl<+T?rLIXMze!CRB1Lpfa!z z>aOU&R}4B2R8q2_Iu07D3k1|!Uw1!S-yx0cIYOX-+uGL!S_a_AMK#DV7@%tdRotRH zzMI{x)@pu(@TVa{U~e6$c6==O^X15c&`V2QHX2E7T8~u5>k%1P?kIHHx+qB6HIQ;qkSU3>Hr&5ouauV@Lj=gyEdUa-K$5;1?mM1+x-4Ep zE1yAY)}{Rb8WK_IJ}P}LeM~?UY*Tn&jk_=7f@j>F^ObBiVlU1@1*e4Pqug@Z~Cp;*0;J^RP z9zpk1m_grzlAa+JyV8fQ)IFKhqLG)12U)xruEOL;Ih5n?a@X?l(tZtkAFON zYAcH0g^KcS9sdOmrevOr8vlh1L|r=z_pw{avtGJ^W=#_~osrIHelAm+Abh-;-eSK)S%?o5`fWB4Ps>tm;GzvA1Vf>< zv32wuQK)y5<#w*FkZm0vMHUwB$VUy2ViuZ0P2KCs)iDq$Qdh%Q^D7he^<!iFRXX1_+ z^t`IeMx&_tGKO)S(+uo}j8fQpF!sRn-9XS6ho(&+aCCI$14Zr(j_Ut!q(|+ zMWsYVa}%hl)~0o5rsLBug4~(ua#4nwpDi9^EcPCKm{5MJpRFfl!X{tsXB#*JZ*{cd z@D>UuF{SP1(TeBLgIVrDdd#jpuPga}Hc_5Pc(xc}XHqgrnSdP+<)RumL&@K*wrk9X zS1{3D<2_03z2*t<#m*Qn#Atnx)RWDqRwWu`oYjM*1rZv5y-)ghH($>-uJP41bJ;-4l)!V*ldHfSpzB?P%Q>E?WvajnLjbub)jqC{eCqH=;HA8> z0t}*n5cM{fuPYU{#K5z)xsHR49c+pj;>@Kd=$hXIL?h^leoe!NQ}GIWd+!_>RpHy3 z5AY~N?KBv`@+vXoeen>(a~kTA@z$lXoR=*Lq2QzjpBtAKt>jrLPJM#r#evhWZf#uz z&gdy8^VUNr5fSM1$U<)F&`FlDUy?0Gu4cc%2&30%mn3mAC1GsnG2|(|HQrzj5c^Gx z$?PuB#Tc@*n^?!ID$FKGqfM;KN^z>IEi3JKyhe!VA6mE8NXSA>`f6*<@dV21^3`hl zr|KDzHG>4s=H)9=GJ%qV@-gvjd!g=@YO`{^LeQC@f|3c9915rm1k~E~s}7g$rifLw z^sU#gdir&^^7>Vuy0;O*HZi8Z^Qqp#!+AN5u3e1Kb8{ooaWdh*z=+y&)6HR*k&;yH zdGoQp#AD4M0lwLuNy&okIA|krfqh281lmX#b}l1v^y_eyk+{@UZEe_#ZMH3@S+c(j zfkM5l!`?v4KpeTKVQ&lu=-N4okVL6DgepbV9;%34u*E~>Oz?;KSu4-ih?IjZtgy4up0 zzfe?FrSg)|*7ZeC-Vz{OD=M4YaJ^}tnYny)tT0+#7l*wUA9)@#6a1=zj3Q5MW+FQa zqUIU5ndx2+AR<>u7D7;0S8S1CpBitL zx{BUlx+gF;s}ZzoAe9=Ck|=BAF}E0`DqXQo);b<@#4VhTgBp*y#Dw~GWxWy!*0bRE ztu@Q2=o7AVJZ&8{tEY1DGoplEQsq22h-$h>4>gsxntN)da_&@=) zS*xCwrPaVi_qHJzTCH{y7#C~AYAoJd2|?P#%8|I5vLPuAw&p3Yxu2{zvoS6qEcpv5COEg6$2p)C+X`}jA00^&Kwc1YYT#u(KHWsNxh0xjm?;rP^&A` zIMK7#qcayKl-j&9?MRtm$ya;6Zain;t$AVj6oqn0OsTik^EGhj!7M#rLwYK?I$-#C zH=7k>U>_*d+&p0Lv~0{|T@1qlbAYZcFZm>;s!31jx_Nmi@aO}smX|^fs=Ib{Zi9CF z>Z%w;hESpK)}wQgg#|qFQAg)u79y`MiEQ;6%27f4A4V z{Y8jSX>kNxS`;%RzkiK)y@K zrw{<}-`3`myE{I)!YQJzXgH0 z?)VtUT{w{cUd6sulP5=e4;xoLtf3w-d=X=X>FtA$+!f9b+#v4{YOqv$rl;2*v?8-Q z3_z1Nj`&%1ZJ4~BJX37}Lqs9B4wFg9C}2ll4U=6Mkk?lC7(bpYR?C}m!Ig1X@M2`S z>e@Qwlng6Uj2u(H`YKP!$?SdY*j7JgivXeh);yK^nsIlr66S*!0-2Wlm&CV?lw`*h2K-N z@dr*N{tyBE*IY&+q)#-y+$aYiH|KCNJY}R1q}5?TuB*Z#LcV&7&nG9|>Zo&duly#q2oYGDM-?DsA_aXtsvu9GtZkZe?M!#u3=%k7 zH_aV!3#j9uHqBjPLakjeg#^nDuBIyC`d|UMxucFuY}kR5?&xAB!ms%RCHQ)fA2X|Y zQ|lEL9iM&?U(CGz9e0cxV^iJDSH zSR>DO|Esc#QzR&2wc4)d>efW;WSr;D0TQy&7k3Ugoiy)x4WweamrE>-1ShD!q29IZIaPz7s{2LF=jJoY{~x z@>Fx4lj79-(w#oTfUG!BkPouj`%+M{af8D@|JEmd<`ev{FedT`=GrwI4q&PLr9RTo zdd-HXU&XDqfqiP?tv1ia?t8K6-rSmiv;~x#`g&BwFrcitcM%gVrBclv0(n)HFo#yx zjliLTcLXlVw>o4X>e>ibcWsexx13+&W=_>u zgizH;w|de=9wuzZUb_y&9Q~S}!{1I@3B%5$X_B%blSiRx#~GUbtI9ANG9e#tgWJre zyYh7*AMdV2BbGEHH5vd3 z3Ega=0de-6Ij2$GU5zfWx~itC8bH(5*7UM(`LMQzW46a^_x1cR{fT|u&o6QD$jr*D zDrk4dY(#Wcru!Ej5gs1y9v(}Y+GW1AjiS!K>S;Nz^mwR`P0N;_ z#Y(NRL5@?htqTwUziwOSUnPe5%rs?LJu9RtTA)0V z*{@H5w=PrYaX0bV;ekQAY}6NYDq+GWXETL}Apq9dV2}4li64%h7>LW-U__`2BhgQ6 zFy=WAWxto)Z}u2Zo)1b8szOQhQEUy;6qQ2_-U>@mKOoe#Q>r5L z`?wtQU3y9}sVc-8=RI%SJIWb&>vm>O4twe85PoDv!?HUwrc?n|I3yb~c{m5^Q=BYK zF4N>k&jl(|s(>mS5~%VJQ0w-N{6ezq@v~&fTXyd#^y}f;Q6O*AsI611PsfQP3J;7} zmsPBwQ-u=L6U9ml0kF;q#aD${Gga=;GANhz>M`{Sob)_(Lh-u<^@D1Y!GJXAzFpKJ zkSvWdu4l!|GRx(KIdZE=M4@ox%18g={E;#~mvf@tyZB|oT9d|+E}iMZxw)M9Dwj=O zG&SE(;L#Icd#}`~Q3ed9p~McWn+qcX1tTt^SiGd2Nq)9Q?r+mCi;omXCc)%lT5hDc*Q!VH z1Qq&!jEYRTzgNa4WD{)i&?h4yN~KR~`fvPWklFZ0gK3%m8~>Q%`SDp1`VSm{qnufk zgqu7h7p1BSk1f2jMUckC;w)14n+u5PiG}o|>Zyn@Prz(rUyDyg5KEvThUByX1(YDd z@`8vTT+!qRN_8RSg$*~3Z)uU_6k8~s>=b(hrA}PluAnH>YRWSWX%WRpTs8Is#f-E; zL0pJlxk}J6re(zCsVCw(t`e7jnZ#929WIBj>f%-l?;;UDaG@~^G>TMd?r`)f!K_#e zqF_!binD|=Ny9fxGbj^{)0FHjaf558s!u%b&4ukPp%IHmsXBX0|AbIVHjMXcdpyno z9z)t(bfxrUEhaAxoSpS^;*s9&?yRkQiEx$tTT#TS6slTyN1Mi| zn4;UF@gIOtigs&M1ws9z@xWVBF498=AwM@GXW^q#2@@kQ#FP;1fhj0_+)=6I6B1u3 z>f_#_d&gDL2H<=dd2CuOyuXaeS3zbDE;tdtT;114-LV6Se;R=<-q)aDAQ461*YpSE zRn`dXe0Ctpp6JCj0@E-+gsRsF@@F-e84M#2hW;=zSpp2vuwa;K0K2}rfR}~Hp7AX$?w-L$0IG99?Lufi2@)vNFRzZp!?Hx~GB+Ov+ zKSr@!2P*tP+X4E;KwNkgEORn=$H%$ifaTBJ+$vc9kjDJnmdNe$RV~qb=i^RasUYIF0xuEeokD(ztJ^EjRap47xh}|MG zf=(zFKjBBj{g0_hM;|=GE_y_`%5RrGqdqGoWtQH8|IeA-`WtFF`<9S<(8lNvmYr%|ZbWi!li(0U z6i@5gR05`^Rjv#0e8%e;{b@R5sda&S+a3}|egIgN%Psxb?+$jRy`Ia-ci-SK zMh%`DoJ%dYF_$X5V3jkcc)5)~BC%HEpYC)Ycl(3xuJ;8oe%y@ipFaou5tkDFX&yKk z{Lx2*ztVQ>PZ46^Ecw8Px^0ZM)Ij=o5lox%5TvBuYnq5%^_|v((a;Fq_j3(KdQ0FKG*FKeXpg zmEnTxE#Nsi8cj~bvA)YE!A0R@5dZo5)^q!_xg^x@)=lCZHU_ng+R_pT(x8&LRIBnp3$5 z>3d}LICp+%rC46pnZMK`8gr>>1tTzf*7zgpj#7jv0A&jiYu0pU*qcIQ;7GMEm>b^G z=0I^^fsz+tM&nJ>Q$MaS_P7xVjCt)P_pSiJv25UQcWMO8l`SJ_{MRb&N!>l$>F(_v zAED#}2_hC^G*bA1HG2C|NXT6B~sMzO7lIjk4t9pQsz5RNx_R5td&%02=fEL zDkTfL9}|;>-Y=Uf3r8nn>QxxUIMHOm_+=7d>DZ6F;M^(E9Kuv{yKtjG7CsKlNxM8J_(IKU15Wg}*c<-oF z0dXl$`!ph*R zsPr#0-ImgABAj(09t+NKC{CMK2xaMZ0Y-T;+&i3%hM|Cb^3-5mYTG*vEJ{)hKlu^? zDgUZ5NGF|~t;+v4C>I`sOd`f6G+iW6{sN9qQ=@`^*%|bG#ch7@@BG9-T6iP|$|YPm z@$(}wyhwfgk|G>UtjYeXCWA%h(c$c9-~!`BqIl_>-mo|6;@2sWe*xqrwKG;rc@uH> z6*uKs@sm589m;SgU0f!2*h|9Oziy(~J)Vso;ad?7{Y$A7Z*3kQ^(Otj?jWPbeMC(% zX3!r#q9&ZDr~Cls)!t!u*x$3FY7DIpN3-7aGfyT!NU0X*zj3^>zzZ18I%IUo>VSa7 z;{3X?@kg58P$E;DC63(YZKVu$7xCWs&{>o4;B+7Lj?$piH%(ln*?Y(PUEktLqQymE z7$2g=f&pcS}Kth!t->n4)bNQO{&VGhSi@<}V)hhLe-) zpMUYSk@v#4j?n6UFc@`bUtZri>dvswLULnouRraNv_gAe^q2p8_K*Jn-lq@yW4QMq z4I~iT0r%T>%?1GxyropU_U)am?8?3G){m}cfdN>a!i%&KB@vhgca~sCNk~MexI*mi zU{RYKAYFBu-J=BHYgQPTap;4S(H#EWN1H9USJTNb^K4p`U z2FM^S{AY499`%Q_-x-lKDg@7)q>O6Co@$QH4pb2qBuUI;3wW;)JWv=-P{@9kLELHb zOru)#cs!Y0$rNYrc*>hX87yBXmOl(fPlnl`f7FNj3-fo{F+ymZDxN75!qV&s;dJ&N z%f!L=E#eFHu}^)DEZp8;njK6=M;V?Q=8eJ#WUUv_{J$0@mFdjw1`@9Ve8~RT_lun@gl&u&!>a_9{u+(P`miAfw0~r z0v)wvsxz7@g2fdGqW2U(eVT0xvrn@>2)9qOjbmy$=HGW?HtR3;hgdlGdO1#!??ZJ= zVK9}<(#BMDgR7ce@y4AY83TL0OjuzSC@aY4OdqG(dwYZo`D;lz)W)Is7ne+sQYp^d z@pQ9wq6=QL8m+R3Uzt*Io=qgBpRq;EqJ9~lb-Lp*4omgzA-pe| z`rR}1pBFEzIZ9~KD@=NZbJDxV*rAx#eA%9OAW*!t7XAQ(x0wOVDHy%|y^PNVg}qg5 z*sZl^=g8$uPIhq^08kif?x*ZNos7!XX`4tt0m@~9vU}Vg%y85&JHR6~etvVoh@gB=IeCG=zt7H_UQUiay@ZQ$bd|$kH)6;To-S1Cnp~wI>!@;~Pyd86E-&UoUgB~CB3-pRNZz``p+_}%Z z44QXI@&}V14j2z-gOjW~{Q;&6{=%V9^pI(MqZap~4+Iek1i?HIEH2#++}4=epFB5+ zhlTIQso~#V_~HBFML(ojMRIeGX;+)+0Z7}%_A2>+skmd5@GG6UEp%_l@lT#M=ZRlX z-sR!ko?oD%gScu5xG4OB@+ODT_|UfT@3ah@CEl|4=ufBUQ`32k-a33OHjwN(ltl5e zY&h-+MGTN%5}Ttw+NH`Ob0*Li*RE&qSsYKM{l~pbCOjr^)*bf^l*XE{9*So}dqHO# zeUV?!JsWttNKb)HPHc+LH)3SYY$9a$JTg%?glui=4vk7u185SNHoO8cXc&{8wt;`E z^+F^hc@<)SFe(Gd;_VILNGp-!=%Ep;Qw&SjfLJem-X4K|UHmLsOSrj^<{>7bpQ*LW zT>It<$+|`E?JeQx^#OB?U|pf+DlE8M9vze0ZPGiyc4LU8n$D|rC;jQj-h9}&zwv`f z;W^S6LrNO+*^@3lRG4=if_v^Y*m?dn^v?SVm+kUqF*XJeVw^;?PLA)mL0v0IHrjma ztQu%ItDd2zN2|J-9=~ioIAaRMsmKzb!OxmBdL!E#bf?oqskPUn5vANw zD$Ykdvvs8p-ftxB%iNeT4Qsfl6xw}8DW!s@93ftue(N&YU}M|D(`jE?)%L`4I&jv zgy8fgLdC1Zm8jn$>g)UvjM;#}A>e-56VTp(3Evkl{@K$4^^ef39k%ED!yP~CI}aaX z|8n^7Avv9J2H%X6HZ#9WQr2RkN)8yJS)8K3GSQecPCl!~qAJvFI)aKfs2W4WmBa;= zYEs7`Xe#6is`@PNXbABal|(z!<1smDVfccw)u#q?V@;V#@`Bm(@OFgnJ@|6AJ%W;U zCEV942}ii4VgTY(TEetEtbRAX(}$H`)-iY5 zpm2-8j$dS@ztQqMkS$)k<5@s1*GVqrFFVL?>`kYn2t`q3Fq3d34WC;1e7_1Z&qTFR z9x*B2TJsP@J7rq|0+4@Fhnx!@!CkhO(Q!0M35X5d#t>RHVG$JT zhLAS-{i+5t*7lhdXdAy@1tk%vkSl%y>i}fu48^bo_Q6B&YCJ{+nJky}hZx?K-T)W}`B z?G)|$w3=HdY1ix+2>^Cf{%I9ulC(p~7Z(!T`W!gxR+)g4b9fLWdSngsl~$Pmlk<;+ zdhuF788HP&-ak|<;?5YwE@?2ZQvAb8Qq+I~Hcdpgc*U7o*f7xpKq7Zg#fa}XNES^S zcTfd29h)w^f#|RU!Wil_UjHDYlNy{@VsWgb@%jgnH%~+b!qQVH6BGdnRX4w1-r#Lu znB8@PlBFl})~%ggD+x+S=Mm}RoGdAsw_SPG*9nR$Tp*RByr8TkD5jdbb>!tuW^!Mc zU_`Mur9v~05M3AzF{H>mB7by$Sk829kH+c4P5=$(CU#o1}I(lD?byy1rR z=?&T5p}37OXB(LF03b<<-B&EQ9i*WgPi(BDO+34Tl*mu%6+gWvgu%LQk2&SEO~kUp zh=|AC<|+n_(6*!P)oo#zj4_JPR5SkZ$Pv7b7C zfX7V(A(0Q8B1qLy9rlSE0LnrA7D``SU923S9FV4I8Bg{Yl6w{<` z+wO?iE?;Sj8b~J5&^qValSAC@B~CA+T2^wtF;Q`CAr|^Qvw#O&(v5#!Jt=k`Uq@`V zJ3K*X7K7FLeU?N6nlckWmQ8k?VO$%YWEkw623!+J5GcGVP&n~gcZicDFhs7*KIL`w z>cfXdR!dsv9vySyghaRR21hsZW14NC{qC$=w-@d$XM~lT;#smiMl8)9`RBe> ze|8xMjO`|2vm56*L(DaBKQh1T_ESs7s!A=}kIZqi!+Os(X+I0LdE#pOd`@SDP#u;S zc(cpy{KhLqYpLrT_AF=>^DK(jqc9OFrO@ED~mT`0p;UZK)lfp*)9JA#9QN9WbxvdfL+#>bS(yPGR5L2Yy4ku z=S&Z0xQ6h&aCd=VAGNn&T4j1v($=x)qrVXY1gza-^8ZLOB->H*l)&*La`(Vb5%%D9 zBXVUW;CR(50ry6|5}32%>~^Qf4|w>nfAAU3A@;D4`@ObVFIy!C&5=Iy$q^YKE@5&Z z6Y&NkQ2s%C(MtJMt$OL~_Ib-3vJliKU5ZFHo)xd3@)M{ zbPim;=LsKkwa!G&psdtlbUJJwb#pmZ5&P0&m&B?{GU8$Vbr)eIdG3kNZqD9p?-+Fx zjwH9+On^VGXmkrVO2;%nCb_BaPjg@;e*-%;?}7N zhS3Nl_hEVax@0iSk2|8O`_~uAf9N-`H9l5G;!|Ew-yqG@TGICs0D0o5c|gRAvtcA< z6o=-iI>-JF!@h2^u4;b=4raPuh=AG&J4ew4TF+O}#dJ$qN^|h^_hB>k5Bh21=&Fi0 zrdyo46LFbuaLaeI6Sy(m!5b^6RSj;(09(Jnpm;#z9A(96`V%YZRc%yaBwi2C2&HM2 zQSmm-ZSi&ZpEDer6&x5OHGW2tyw4Abm$_9vd!DFGI;n|FFbov#9t5Y7S<5z8T+65^ z_#pS*Bb;=-%iO%1h|IZ~r~qL@)vR62X;d}Ju-44#jN&Du0)BV~Hn>0$-5qTgic1>- z!+pYFjpR8i4$@n?8Ls=ldDA0YmTQlLue#z8aoormh!&qDPQzO?H~d7O#_M z+0K_Gv(qA30+^63USde(U2aAl?XT{m=8RniLmkM_>xrhDm7V{DaK!>1g(c|;56uiLjsqQ*`!nCASK=iD4&725J{+7<~_#|@dIYPD;G zsKLFes?}~#%Ef7gDd;eg?GR;IYfn)9JQ^gLF&S-6Nc4u;pr3_434YQOzUb0zCg* zKgjVN`yHAie5(eUlv7oV?@i!k6qQlFIgTGHQjDzuDw9lRwV}yX{ZwE=!BwybPDeVO z4&L(E1|{dj2m~&l)2&6j>M}uS90wofG&KtcW=9q2U;=E$X_ejX-!E zmsq|R39|bkpze@Tn&X2O*r=HsBR1-I)fJ8agMN(l9AU+?0FzKQ3YS6vbOiqI7gZ;$ zo=c3FrR#sOxEtpi_L#8wYX$r~=9{pH5%YYL#}@9K2)YagTo;VvFq2xmt9oTf$jT!I ze1QgqK3@>=VR!m>N31+bi1oQeJSQ(lWZXZf74NE+0Ess~F^aepNfu{Qy+PTq(-DYc zDC=5~tEMCnNMaC+^HqXL4=vEf^#PuMVf||MJk|&15JTnlfuAmjb<#y@O086%2Ug}# z!pcuA)<(4@N2qGSJ`c4eEMl~*w&bye+c*sPP(&@-=OJ1-c9EJ1{B%LAoE-jl#VYCN zDOP@JvCi>$h#sJd0JTt`haTWc1QAl!16+r|D6B>!=EwfH7U%OYVn9D0scgjHnHA@p zR1MiN{(=gO+O7Jk;TPG+GTGu~#|6bgdBZ-(VaTt_=_g+^u;!H2st&`5)v^bz=IN_& zjLTJ(DkrI}8qbcKpn)Y}QoM1W_)9TVEqEvO8EKuZsk1_!rHCSX1hVM~?rlASWsHNf zoEv2f@g?i5cvn-zj(r5Vu#wi?~#{IaZ#Bp{Jdn z!<;Pij*dA|i5WFZ4<5kRVPw2&RDx*3xrD4K)EfqE6q_V&da!_=Kzj46LyN7fD^^~0 zEkG(mjPTcM2}&w8%-Un#q$@$KDCxiQq$|NyCYW@@KL|F9F9Mk3g`*yddf#f|m2Gbe zmvX`qm@L(%!HI-=S5zU+6L~I!Gor176M6cM8wTe*UmS@}l!lo!OCHqsimAW<1&+wE zphVlyBw4HX!5vGgI&xe?7J1f?_I zq%Lzi9Epdtl~Zw9gQs^($KoM=eF^jU49(+cG#iMm67{2x1sy2n(L)4XVyoprbfVjp z$3?og1V~uAoMIRe2(`l~c7@?OLBW2y-eQ+i+FdBiAa9jo81WF~zDOAbryxsZlrtkA zt9n-aJjDJHhk`sEq8knox7h2+h!IkPrgHt`J`yh`xOfx=YH%;-QFof{_GV9dJmz4p zW!w}%ZL~?mPTB>Ya-pT?iK_#cXRbUo3MT^#rIo(}%J1ot%9|eLwxYbDD7lG1 zDdUXV%F`lZ?ys|op6Lcas+6#So}Kb-BzZho8yN0(|$a$I>}r& zJDi9C4Lp)2#Vg#rj18SuNoo;2=^`en#XO=PeFg1^*`gYQ?a7E{C;B(CREJZfw;?<8 zaJ0XKJsHuGhC~mLn@Yq(CGATOqG6>Sf{aV%j2XiD7SZ=rK#^X8qj9q|L9CUBEFxWt zHKL!?*APJ=i^cH=VzxI?nPM=d(UbANvRsn~_%GTn86DNCI)r@6tC{ZBd3;<8B#XD` zj-v;}x`H8~UHGBb8&7e$-}rd8L-p9ErRxD3T{rX@T@NTHVMS(477-zk%>&uu+#iWu z#?Lc;PCD<^@*-@6vDrppI~u{55G3w-Sm0aLytz>RE`NO8z*;p(RL!AHL7tZfUDWNw zwU2zoPOMfMufXU*HKPFcXShz&$tNOJyvZX7KW0~M$(z|-=5>`i>LnaQ7@=|ii;@)t zj&=^(xcivSz9E@vO8JX!9e>|njaKF#*6pty+TK$%mT!HHpk84nw}i(j&QlBy9diaXv}~+c&alkTv<#-mmE=d z6BgLs4Q~+JZO2ycbfJ;(Rsv11<8T|U3Rw)6d{YUHiPBM4B3itaz%nfH`x)F|+8sQC zF2F`$;oEHFV+Vr>Vd5*H;)OfzpWyR~@FKSy+Aa&AzTGPtkF2YDC#qB%0A;e9~ph3A`l`)LReN^YS z9os^K5)B!v%GVPr&L~^hokAM&e51tGnWXV@*=R7ty&CvBQm7*=4Yn5VDaX4%wRcT_ zzL0q7>*Aj_=s#$X&cTkGJ8?6_E+LYv%&EiAFmwX%5%A=HOEQAeIt%WRn*0; z!t|Abp~IOez2fJ5W)m(jVM9g+ebOgy66s&QK3k$$Z&V>FS;37t#3Hh0Y)p9(e6J&S zm~Q43XT-G~{nN;-d6g0xA~GFA@(5E;I>{5pFuHWqrF)w5{S)ltM){NrX5fm*N#Y-9 ztY##nN#ZC`IN1?;JNwuulBdlnyjotxTN?}{yU9SZZ35ECz7ZqT&8ds>PgkFZHvi?jlNy(nn4i|*36zSnT6#xR2hKwh0zS! z(`av_=7^aZD#gopVxnMnPMP75Q2((6e`6i|)k5+NG;p3a{1LI4;0%)7_-zLALTn-$ zbZ4d~2sRkN)TPm#aY5K|vl_P;u>?b$DG)2pheM*3ohLIu$e5-s)Oj*xl}dStzOK!c z$YMYjH?`3SiJL0n!a%4vBVj?)MAW=zAwTY8?@kWZX>WkQLyhs(==F;E6G`^&3dz_C zd-Kn=?9lP=DyAog-C5R$$67(ka{W8g1C1+9jED&4{b}As4Ss615QKL4-gDaEAH)dw zolam}3a~Rp@B(S|du8`qqfE$+w!b61oUQ`N+>$KLz<7f@+CL@ce1E0-_)W80RbJ~tM<5{fUyGqp9oX~7ovhsU%cjx|+5{(st5%um?Py&bxgL8UzuYMqs(zppe$E4>@mpRgR84I*!giZN|5SP1F{q=pRaBgYdbZO#2%XJ}g-SDiL+eqPR5YM~LiaLe?tx z#+`}moAlEd3KaRzHds<@3|}}JA*XaS=|GFtB>6V_Y?VaJMdJFn8jy+OaxyrnL*-Xe ztDdp6-n|(s(#A#_#!LqT&~dbM!SU1)f)u;d`{G5Se~W2>`dLREeyju9`lVx}YY9vLM&DH% z0{@>Ozj!q3cX2}yf`Bj?X$!%F$*Pd%tu=^<2$d4=9F$V=>UNntI`s^*)_w*7Gd>$V z()6*gWC}U`jSy-?4lLe1!u7Fzj9$Gl8o5L$)HQ}O$7UeO>S-(orc>Ke)PZ9krfiCL zH|z_@qe4xvfP;s)eFagp{VrD^Fmh>(iZ6gNa40UWKe)L@A>Tw`q<%k4o(Zz)A<|gM zK?PGA`40wUqbL)K)k0)=DVyT8ZDE`-V%e9euO<;-8b)udU(^Z}Q7t~(u)J{SaPJ3X zPx>s7gcOPKSIM&usZeZEB;N=T;T#9+=^31J?pbn0Mq}qEEJUtE6W!!!=E>iv8+5yb zB*8)W^MttImt^jMUH(pRH@a>U(h+Wl(mB}Cd4YtD{pvk^V_s1uayQ+0?zzcTKj$tdL_91k12|>>D9sRS z45%mcM4S#(L==9veb+P;l5N(dE>YqY59HrwR{g1utMa&zSHD7JpQV8kcUhS#Pr7 zWVNBuq9dOMdqS{y>%o+CBOk~VDM0bbORTvslaDQ=xKUwm+HcKZk38v804b^8*EotS zJwfJ)=0p_1FD}}*Ucm~2;pDjp(E-qmP%E}Nbl=K{7^n#zB^mow&)qJusldXye{z7Dv05{H1vusLxzWPL zu;U?{3ciN>atk1UpH2@n@#q-QVVW2ScOxWa@h&wz98sDWjwotcRt0ih55a16FbZIVIMLsnLOCsR}A3tx30(ZYWu} zaFx9Ipq4E#zHO<6G}=;}yYWnur4;4~kZ6){NXC^|cbiG_4v}?%j*g3>SJr-PjM~Jc z1fQc93Ot@&(`kP9& zfcQa7ElQpx={Zek)JNkw9upLJA#IkZI`xP2u8=Eh*a4QPVvSREkSjvPXpw#4Bc@Tx zjYJAjLX8h*+gZ_gaH0aOW9B*+kVOxZYGUO__1lzLk*~Y=TY*E{cz*k#iQG5jYa-FV zJJ4Icv)vQTc8}F|tNHDyirgJ(B-SYDeD_4=I&vkETUW~%C_juP(}DTbA0H18#)s`0 z>C_luqlq3<6ofHZqZ%)6)G!1x);+GJKxPA#F``EQZ51LD4JEfu!T<>Dye1-41$Eqg z#Ayyu)HDXO#JncTRQ%LY4pCYpBy85R1w^a=xSe(VwuJs;dZxq95}f^*MWvjaPNAgm z8mIe`a&mfwf}&x;P&s+FZT%I1t zLcHhVx6A1Y%^Nb3nMqe*f=;Sp50oWqdUd+vm+RDrw&GaBYM`sW0I4(r&JW=nMdpw{ zZMSgJl@JhF8!E-i*zjTJDTz-soEwquFP zkd#oX#yypo%P7-7!Sl5I6T2BCE7~YzV{}kH6>j={@l*W=NPjr&aZ%qP&PgLdh|a#C zG>=ac(vWXF3mU7iXxKqM6~@8@N57Z}orPg0nlGeGiVrsh%cf$vZ?Ht+=ToS^Oa+8W z8>Z$NI=n_7DyoQzJ0FA!)AR!AgSYW-qy@lu#{9ds+wV?0d)?z{cR>F%UEXXfrIZ9f zM6P&gooU}7+F*XQ%v?uYO3EN<%r+>I6(n{XmRJ-Q>zD)TWkd5|(0fY94@GRUakJ8D zc1pzjEj>ZYdp0PipYr~U<@M2A5XdV3fieY+tQx(&b4V%D#FL;cJHK+`n^sL|pM6bp~I-J&KKr|i`h`$#QLZtW!jcBh2oU^q%=yVSI z`?z$k^N{Y1+re!;IG%#?)X)CgYya?%|3Lp2uWZd`!|+<5EdcmFI!6~Pwc$gmfV5-y zsN*#wN<8cxVxvA?IHD2L6A+##N;`O>e0#QN;cO#31|*vC5hODFMgvH)*2-)%;{!p# z6j6=s$qVb1+<=Pae<0E!K{~kx<2Sp)QKS6P`1n(7m|?&3DffMQw!7JL6|)K*>G%b} z66q#(*s*(VQ1CYaZ%c<$8QwQr4-$B2V3srx^!VOH*J!H@nxi)rZBUW{KPKJHG9Q2; z?cf+=p6tU>5{Doxmd4akLrmo<6k{moZkD(J$-CxbTx!T?<{UN)q5u``dzOW9_*wy8{IQaxnxP#5eQ-Ah!U9xNJmaK`Bad3aAEA zWA?EjErJw}n1lua8kG5&}S$|N(L z;#IKo#P7;Ou*H7GF1Yf3yVbUh*;Fo_gc0DD+h@h6W;qpHj(O!;is96u1$oW_+FDMI zPCSOgs(Bkld&o3m>+&42)kRE28XJ&}2PV;ImW0yq-SUcC8AF#~S?mnDKO!ec+#`s4 zVk3t!`D6J!Xq$P&$mLc%xw z^j#qtT24Zqv;4LeGSP_pRMuS6pHSAgi?w2*on}`?s8~O-c4eCtjO83?MvLn-XOggZ zqLp>cukC>)Wc}3~U{8AeM~Co=BW8N^DT+)EMWU!HV9_=vlDi(MLF@P+mV1Qk{;ruWcFzc3h3S`&==qf^F+@r8GRl zSGJUB!b;7Ql~@Ulh?OM@k-iR*{>L#LY2_Pky|#+=Qga|o^^zwP&ztjq^5o6rIS{dx(&)*cFBeQ{PTAsWE-v;N_F}cvi(h=B#Zu%PcNt2w&4EnL(F^3N zz~O&nv7{Bl8aqI~3BZJuuM>8TRR6Y+M;Z)~2h%se)aMuFs8xegod><{%H$!Z`Y}q8Y{$h;vCOqy#4e)&Nc7H;rgEdTJUGbAf4$(h|Z&E>NCgUz?dt zN)-?^;8s-wuu)MzWz6MMJz<5Gz`r=nkat_zq~>TwU6ZQ$>ggS*Fk+j7ZD`|l@)j!A zxVaHl?8hutwEB08w0bn;2G_QCZ`pB38@UQO=U~VlT+`A|Yg&V9y0zWIL5V)YY=crn;E1_D-O>uCw_>hBfqkXyYC#ooVl5j z?=`^W#hL-@*(3)wBz2lfmXfw24Mr;=(n+nF|I4x+==o}503VmaI2FEBTQ%m3d<{xa zx$XPFo+_CG7R|m=(VM;~8C6(AoT0qYZcZevnTn1ywu2Gr;(}Y+GxHqyKAeYdZ_ppp zEgoi2HK&j^Ve@2*a~_v}223B!!-T7Jx`U*&U31*136i5)ob`y@BLJ#eE$G$}6rn3E zd9YsLK}lq`^lG78N(-LnQqcVy3?yCdU@;32G=LBFPCqk-h^^D3Q-D_p)7{NJ{~Foa zT0L%x(Nchn&hO(QK^u-aseH2XzNr`h)o@|G_Xg8XGxEXo@Lx)1^Oa4WleVaCh;Yt@ zF&kJB-{P0m4ct(;cO$spxk4=5^v|1`KERA`#(ljBH;VAjL*6pmD;~jOe$Rz@cg*Pf#>6I~%K8F!~+k z;*A@Q>9+|}0Q@!u*gNb#?nAaHiY;m63RSLEl5(!7B8M4Hhr0IR5tp-irUgeWjSnN% zU1d!byM?v3MXp<7);a3UIo7m6;A4W%imz`(uGR z8ZQCP+u@`}uk!lAWdY~9la}#z7|D5FtW(RpVsFQSey(@R(i|V+fC`0XQ#-FYKvpqC zfqi_4<1mh3aRzcVEHGn!o}iGaPb$4!Lr`X0?|)4n_9ur~w3k zZ&d)_>khMi_GHqZ^|B+V$0tLSOqp0z8;|L(w+-Bm($*TCEi=OoadieD zRmE3ych{eZ_*;V88gwZ-}w@PN2aV(-EJmNy~EQTsS% z+*|$~V1K71Wp~&d3%)(c)O_@_LOuG!>uT=2a>t)$C&Phku++%GX#uLKPuZ^UwqXkU zJtk{8S3Eyns@r<| zUBCPwHojpPt~rK~@}~*3;RyPYfMMM}=*`6X{^S$cff$5KO{n1r3X#ZT^(OLch|3-W zgKo2eIWC1#=0N*a2`zUH8{-CCb1qiJpaeLw({xC_yeWUO*-Zm7HMH1@>&;LP1cui1 z$namv&`JpwXErI^8nFNhInJN&ggEWZxZc9Uhm+oa9QP3v-k~v`1Y+9y z%#GxfGn4t7k*CMt9l+S#!y1zLZ~}q|zOI03m0_yZ2>D+4f6{TY|DpUG2X}<_%w!(8U$b zxEg0d35@%QnxmWCE@Em;)}^c^zCD3?_L632xo1e&DPk=Aw zpcUX4ByMjNwleGtrx+}a+Dh(#`&CKUxa=0wz=UjRR>CkG3{aW1V*LN-W$bCV0*R50 z)e<9Ese=J(#JXYs@%Qp(BP6uuw`ptqF3D{{ND$cIqZ9!d7)Y2vP7v~AvTN6_8MX6Y zmTHq@7j`_%4pSWW(}P{E>@Y7YwmLP?{`S}ZK`K*sJG+xncc0?SSmkk)SRB~c=3tkI z%~Zu@S}l#Un64}^o;Z)KK)krfjo8)Z`mPFUFgPmTO{6QP3&b7}&XQO00lMw*@f;+(jr3^%_tuw*@gt z0p;k%s9yD3L32mTKTB`IKfWW19fNL%T`E#9HO_vGo4EUEj7~qFqj$ z*nvQtiqkg?X9)98?NNiNZgR+IrjTsZI%o-3+9z($>4k@l8IBuB^Ctgr*`hv(c;!kG2AFy`2pGA`b}KMxn0sKHPw2ixgR zPjH7euD`)eI5ly{mVvEMT{fl}M;u>Yt7aCB5`wh52NQ7C>%cEa;-#$tDuxbO&Tcn} zWHJ=PHM6_1nz?qYFM_+f$2KW^fi&Ei4Q>5tb#(hkWmEj(#=2s9(1;1G(O?n_I4L0? z&)=58q#)R&EPnCIjZ%I3*F!6{G7~IRq$9+9n~xmuE-&zfuNaaLLdB`|=r1%@cTn8e zz2jZnm!4660n+Q!()}%WP!V4ymq+A^b9=`(?yhaeEP%nZ8XZi7W_-A6t3il{1rb84 zsq+3e@>kNu1h{5xT)2ygR=gg*!hFqIcror`W-a$Nm_BYksFU_FGge9{z(viK;m><` z^>S%19~|IX1l*qmA3i+KhH*-ui zV1Dkw=1g{s&4wVQm|S;7clE=OQ^grH)?5mlZ(3gx`x8P{A^C&9x+ zQ89vuni}C3c?edp11ik{Ydq#T$Q6hWBX& zUym39Sga!E3u<8%Q6Zvp8>PMghIrNt_x1+aZ?o&yzP|RA8NAKsZIXT>O8NEt>-;NR zjkUSHe%F%)OB}o)zZ>@lv;5b8so>doX>*{WX7m29U~DooPY~QLh4=W}WURE~vDjP# z&7&56P>0`BV(cMYl0;;p@n%3Q9p{KJPD3*8~P>>zwH+S>uKgT(#U(w7y+ zX5i}P4Re)Plk${1QJ5z+=>X=brV^IGO8jZ-f4cwOz4dQ*NFDC1-M#zW`p)`yo43hO zjCBBKd3Oh{h#J&lxk&%QIv^nm?I=Wxi(8abUcnBi;+4<^ol|>y;q~81j|df~Ts&9} z=3hoV&lk-ieB@7=Am>AGnr?~(VogVfN*+)QkIR%ZoaP| zQD?#+*jTi8atv@>gBcVbY_laa9|n;BYlK|Vi4F!Moc{RodUj=Y@a6TZv~fWKE(-Hz zS7=v{RTwAN;d`Z9RBcOIM!$l_vkY_MM;jPn$NP8YhTV)XE54MB$J-v_{o4w0tsWv; zslIz2N|7qBIn!ghr={;cG%8Zsb@YqN55jtKGaM|64@HrN*8Hy&HbH$mDjL0!(de8J;%aaK4s3f0@FmYJfEMq2; z>;V>lK0*Bc0_m!-GC*CtZ zIXsa|z<6hu1l$%j$w5u#u~5Td`|m-Y_w2ks1by(=Ae6`sHzy;oKwa2zcA*N@|A575 z$Q3wHm)~ycyKQGDGF6WPCovG5^{Bn=*`ZJYv%?$)yW%5fSFX#@`_AFb?kcP;dJpZ= zeeVALnClGbvC@ntGM(>a6=jBJ%Y7~g3gSq;v3l@Y20Am+2Yl!_gE1}~flNKC2{NN$ z;vv}5vs#7A&@3)Ss8YRyngg^8B}{sn+sLN5GKc$IWaDTQKf5Jo!>LDfr%OEglv#_r ziDr^f88^4Fyn#n5tP)biD|akyFjh}1GakaS!Z}CSR#RLHVj9`f4d(?7mnqYN>BO{( zGj|;IoALy_b*n|Z^|bq=$>`WF*DbeNp0OcRyu2mr=Qm6jEOpOGEP27+Kf$#DqYQuR z?l-wU_)H4Bzd&c+r&!KSA${}amhO;28VEEYs`nJeC+P~V%h>5q3Pk52W8x>* z{_=SI(A9M?UC}bRz%r2Wz~rU22gti?YyjBuy>d0v0`UY`)9fuh3;6L-w+3v>BUhGq z430s7?x`(}y^BU`+i5dpqo$w;!Q65Yw$uc(Tn;59i&JtN6dSbl!xUj1 zK7YcYBo-o0$-{wsgba|8O{Hp?w^s$sap6c33(#;W-n}^=285{R2rPA{zOyenK0nu& zMWt-|fu@smp+_loMlV~9RdCC51eUSLTNQu)g-_!3Nl7qqy+}Ks7lu2I;4_q61^WRW(xLJ5reXn5?7*{ z>G(idEYFHhZZ!jRQlKfU`D?yeveFFtM}09ZH zB{;(UHt<)_>B%1LvS5jHXyNQU{9j1bkVE|%GVbXZ`$JA(D*cM&?Bg-TdS(D;CET*E zP|_#|iaa?E6!{Ja1CM&;j_USI`qul5@foiWx(AN zF$>8vvztmy)=0I-n#CnFTS>MogHys`HMye=^ySwG4rH zZqx!~T`f$dC;I_XgKa1y#|>Hqb_(|!XlZ55bE#9o-7 ze1lg%1c)t@45LtxY%mhELmh9PLDWy`el+8(rQ^+$OYu6I#kl}a-It_(G*`)g-q9sS zYISt&PIEcq!mV;7rW_QDGq+{k6CP_f35TYH1ROXg4-wLVYa@=9{%21|!~tUHG&)L+ zvKDl1S}B9^cd335r!SRir+}yrh0)ZYA_q7d!n@`kit;&I&KVVCSsJv1rOe2HfMTQ$ z0Z*AJcIt@P3IZL6j{CFXH{ytHfxV2JIw9T1&<#^;Ym%k>@S)h+sxWLrms`ps^4b<5 zj-`A%;w*ec?Geniw9DW$=2LomxXOJ(={pGO(LX1B%ziHAK#9*f6G}_c!BU;1JYlg3 zPm0=ko*WgT>|Et3E7ceG73X?{^ScsG7hKQFzVwVaHuE3p&eu`(78y;21cZm zs>vKrP;~@Xh{1&izdyFvIFMIaa;&9~!vjbC5Mqf+b;ObrkinAb&46X@S?0nr)FJz7 zV>zrrO=yEr^3O$v`_tjavkam{w;((KyJ=u+!L)RD#Ek=a7j*^se3mnLDm5$Qix1Hd zsc;dR4Y+8_@-CiDB^HW^%X8u1?qs zo#G{CyGg-lnu8is0n$%Q^#wx`0v^$XCROMba2HMp4hb{f#2nmY)fM={5EK8N!`I_+H_E z#m-=Yq*qkon4%_}8Eu>GmODdM@H*O*_#J2$7ru2oF*Cz+2v##d4JjOFc6Fotkcd~~ zmKmUiroi)rqq`Mwp4oAWM_uKd_20|d>GpnKBUwd1D-R?8rQp(jFe zMClG!5G`KWa$N561Ax)JvH3WFdD6#D^NC%UTJDVv#RQHcTb%WPzE@6wRH<#Jql4Ms zOWQiyskYsAJX393xs36-;Wi4bbs)V-BcETR$&GlNo zn5n;(tq>*d2ugUCxo);QW+Xm(|2v8qNp*Dtx@F-XPenj0t8k);0|fphlrvIR#g&_F zQK3n{scVu738pD(!yszXgBhkn;tPM7_ zO{*7r8FiE!molPD45V$Sw1J9-r%Kx% zTWuT?t9)*E`El5Y3Qf{PSuaE1SJB6n;)pH$mho55#CBBFBG1Y6(#NisnlPa~8XWSh zItO&kU5%bF6RGWT>6DN(g2>nD2H5_$=W(wZQ4F`uJd5SO+=yc6c9zsAfGgaLHmIsb zR7I0~KgSa+Zqafhs-i`nlO0hN4f1csn9v?Q^plJz|0jEaoD}D;nk^6gc+$}b^UvfY zmt8F5h4fQynSZ?j9h#?MO8e^lRJbd5RtC zBIe^ZSUt=04l&%Ua)tdHjRqZ3p}!i0+on|}VyEP8Dn)sBP6)U)B7(7*l98Ccp6OO0b>-VZT0-VMQeK#PX;DmDykfwu^LvB&*K)A@kP_n=$&h3Zxy z=5CO-%yRQc9nD;5B4Sh=~ErT~65dM)9y-=(J zDeEMkEBC%zH(UTj&#*fn6v&tyPz^eSerW(wwh{;V!!HJ0%N#}nE|7xzfyO_jClM2L ztYeQu2L$p7z?^z(Exl4PY^t{=L`~VXH}DSXt`Wa- z`87>cB3POea#UUFtYxB-$0O8CjkD?kUh0t|1QdTo_V7sh(-+6Xbv1jYOIv!RJQk)) z^OU>L(?yN}Ch1%E99QnO?H&XGR|j2azDFIW%L3t(ggaLWCKQ69vAhyMOW0R@VY;aM z$vMofy2}+`+=V6!AylU}Bcvm~aTyQZbK*#^)gUdM+FpPXOTt+lch@uTHJNO2NgS}z zkAWw^>B5DJnIH9b_}a^z{oZ&mI-#@VxB?yun$LRT+R{glpqq^xTV97%LtIu4Qqjx- zSzp4TI7cekas|@6SkiEyzJ^$*JDZ`5A+2XP9n<9m7>rcCbAiMz6^kVU$%^|w+S%zf zoV6K_Jq$=;PXk)-Xb9~2LXiPnnb+3b2Nihl(+67Bmoug~WUfVzYG7yq=HBpeA7y2! z_h5Alr%0N^nW0ijVatO*HN2$BT=5wfnt6sWLJY$qlhVx5D=8-Qt5zzmVa2IGh=6m3 z<&?93Mo{v$16x)qu3@1T46=O?i1&Q*vG6G_uJbQt1i-E-X*Gm92fZ#8mzT6%ektcE zhOBEp#mt0inUYq+Pa5KwvMClZMWS_JT6}oB4K_4UUC=cwI|qYa4_ROsX8zn9rAr?4 z=~^b!ww5mF8b;bS&&?mFqwGoLR=jiD|6YX#tx;W!NkxZ(JE$Ma+bMVGSDqW#Ep@R{ z6qqO_%VgbAWF=d?zLsqZKP|Sh!8mA<(0mvrgX4&gDfekVbG>OWwakaHn3Q7fDMHUW zE^aVHmXJddFB}}gO8d2?C1k)vL~~CRbzj2@mbpL_LDF+t4iZE-89f$N&*fibtzfUy z7)hup!j=bM4MNYuCG5%?#eNLOqxj&CN3tQsPalNRUR#O;_*KP~@gwb*x5DUZ@qqjX zQrl+zAIn?tmMX5M4G|x4#TY)t$DtitDWX5ch|m_@LAtice=F|oX}N5Fmh6H9|O(CUF2FP zS1qIqSw=KkQIKH7v@B4sYAJEw7d{a7zS{ z_LA}_&o#fuW|1l}qFZLJd8&C#wYae5mh>!AN2CGt4jd;O$Xd!f@LC`;6oDStq@|W8 zb&a56;$*gy!62Oq;@I`Yyf3xRTYc_&KgQhq7nBSmez$6*0*a>bDLmnytxC@#{d)={_Fy_vx;9K0AlAd9wS% z{=xJ>%WTesy0(v4(ADvLRL-y{F0Cmvfx~6`dDTt%~P%%ymMT+s19*8PoWxaw1g$K3&r{+jl* zG}p^ir9F;xuB3}Iw-RPRrZ#$+Mv9DdB)mx7f%PM`w9(7-D>0IWRwl)p3EBuim=9&T z9em&G;>ygyqu%bMn_Y1yNQCaght{TQIjzfl1ivuD8B=BkCo^2dz6I~xO`wSLUx08? zC0$|4)G^(MxN;NQ+g{bkXt~0a=?dyV+>ecOn62s260=8LT}Vz=GSFud5()F5JPvmI*xNk4J-J$-cpR-6P7r zpvn(>v+SsU{qxUZ_m%G|_}^F4H;NAnf#S>go(tfMF7IHQD#l0W(|`{%MeyZ}5B8#7 zZ*aeS*9TvTLCp^Ld~mbZlV-1N+(d*{o4s)-ZZ-t15ub9GVG)wsMSMdLY<3r(P&z|} z*v(*R8SyD|mcde%qi4@v_X??^gzvpMSE3N;3Zc=Wwa9SuFeD+5?n?24589N25BrFm zlF5NBE5;haW>m-lL+}dD^meVP`rn@SaP#;o!~{hw_z?FcTZQrE9$!xIo)r~?jpfQs zC`%EI-bU^?R`#1{H2ezOXvE%Jqj9KujTPg)+F5O*zagxQz}J2sIV|;ec*F+gY&BV0 z5IzJg80OqP^7Z|i==7$bU#mxtv8NkVskbr2HdQv(v@?W8-|r#W;s{FyCh#6Df1?S~ z{E}OST5ePW3z=fPfu}uc%7<1y$EWzvZ&cIQVmN4s8XbWP;)=uBWHi9i_(+c&!{9s6 zY9`cFqcB<;9f7{IB4VPakf&4;BfN&>BIv{hAi%G=o8iL_Z@56;EhDhtaii!_cS1Q` z27Alg%|KhRQ$9_^0DFjtLGcdnyQ1GM0ASXgVxU{b97d2$&}g|+45Vuy$MlQ0ONis2 z0a$Z@0#yM#8Df3LS~i%@EXtOVuRt$C38K8vGST83L%X-R$&Bu9-`^n3ugO2*`wpcw zNO2s~!!4740wDnsQ7c}$3DS4D?hdgo_Z?!aJXa{ZrlApNRY@Z4eplG9k*0NY=AR=;7O2tpNge2Ih+cCW9Z}*T#?q*`G={}km94+0B zfx5@R*1kN~@<*<0JXjR(xpG@|Ab?yCDg@e{nwL2XQ!1Jd`qJp0DMX=*mjP5I3bAo)V_Pm> zhIVaZ9fRUhMRVMb0IZo-hUgr?wBN(KkCEu}xZg_-sJG0tGQ64^KpQw=mzb$t-NqGpYkd`l1^yCR5wWF>w{wy0`3l;bWdpUMJD)! z8rID?-#Xhbm0NCEQ_u)c2C1})_+hh0{Lm!j2dBT}cMHG5U#QTG4Xx8$cEhp*C)}Vv zJBiN9#oP9lx$K6dv_k2|2Z+u+DDeU+-F9dh63OEw(biSNYPs!DdIH8L(wKr+ulW?3 zm=_>vVK4^?2O;_)|J97$mS;;07$O%EZBdtF{r2rUC^$hYFh%GAK({^~z<6B4zvb4) z@*j_5_NUiD-Eh|fKb|`sRqBuTG^ey=khMJUV=?e)mGPeDu`)3)3g3Tj#A_lv&P?UA$FR$XfIndt?_?C`01K!b>qjyZ7Hv^7-@!qyWz-v=L@O>zere>9X(~)fa zD~ZOik)@W|q6VvE;3s6UI7-fanIEM2rk#~aE<9bbjQ7MTC z{lP0ot~k5qj(E985Yn3l0*<)y31oz~Z01^{T8PLfe;j5Fw2ISokd@CbGi`8wBl-kI zw8lsY$4_ak>c$(JBPzn!kSboj8B+$^&!P{g{wc2OWK}?i^XVt8%YRI1$l0UgzUhWW zb1@<=XaWa5nNPoyU#~a7NncVJ!~ut=EDj#Z{1(ps5{_>k+#y~1T139%r+#cj{iBGiUSUGj7U+sbjvHX1>*KI-EUQL; zMnqDO%4H^0V8PSHqDOR#H|1)RDxT=L-$tZ%=-+xj#Eza}=+HBFgn_M^NGJw$W2C8p zlQe{0f>Pph7{TKyiU=+b9)CCFXGRlgTN;OJ%!DC|3UqfyPLIdDJErWDE<(j{V^Hd- z9@AiP8y-NTPja(2JW07o|HK1dHUnA2vzE3lkH)mu{;{(uF?9& zx^~$S)@X*dZdjmSyj{_V@G}6vmr_MR0O|)7y@l9#el{hhvS%rKip48y_YDicxR-vZ zCsD8^K>1^&5(^-5_hdA&RMmknZs@xd=guC#_UnG)NUWpH*=n zBA-*vvs<*XfWR&oAZQPxAXsx__{)(NM`M|WKt5m9$Ojhf7?&VXq9l&|&A^^wpmgaX z-&JO0@Sj(a0W;!2fMZ1WT7i*VNd_OWv~%JT)`2 zovBwE*Uo*)x9XloR3`h*Pfs8aYb*LnE{aT&-rHGQ5f$kdzDy3Jil4316~_1%IKH3u zAySB@GbAunE22ivaY{~EGfl7Kf#Iwc6bNhp=GW=ho&ElSUW*_J6e_HwWSt!*jb%eq zE`l*)MaskhOUl;)`o}jdDA$7-9K(Yi6*AHKC1}y_QeJ4$ly9x0!G{r^p`aj}DYO1A z!l}9jpwJzzzDmve{pIvX#1Y{sn6xoRU5Rl}6H!&>SX@I@gE^;SKW(f{yo(7dXSL@zJfPNP8XhI@ucD z!CjJfm2?2bZe$%1)AIPwuo*eCt za5RuAh8>PK{iVY%&CZpaUSS5{Z76|OmraxL_7tQIzx zQ&&v8tgRroHxjl^Td@p3Pn#=gIXVuToVJbmxhZuKW~3d(`C0AL+2-(AoqJS#IuR+l z{)0DzkEa@0gRNs$f_6Tgh@`?5y7}X&&O@SGymmjZ6QuMQ{r-B|=uUZS_M0U;neL;0 zR{Z2X{};S|RpNC#^r|?My%5yse(x#SePcQ#G)b~#m$ZK(KJF%a#|QUADxc!R2N4|E zhT$BW!r5}Kp&{ix&=Z`IL89nqNDjnwk7vk|3#Sl779z+Mr@wdPw^f^bn~HMB3v!3d zSbI^V{MvG)4=sf8By?CmNtp%j0p>m`>P&ji8Ts#rQA8qd!Ox zEx1IPG)J9>5Ba~iMioA-S#NyhYI2u+v&Ww3=m4RA5-Hr5*rUSIDQ!|t@7FNi8;qu? zz?kxHo@#ack+{JW5qC~-I93ElFm|G&YH1KMI{-KzTojT1%S!i2K6qlI_Q3(_Q z$lL4lcmmpm3TSwO8pvz*??loNr;ewI z;qGY`Z>fLB{~B`)xDH28$QjVx{|ks^15_p83Qt7G430%`fhKMIg=X$(;tV5b7H@q! zha+&kBYmW}DB}qc58!)cc1*(_M$r~3%(k@1K+}$C z*usux@fP^ka)iVb*R0F;D1?#C4ol2XELXAKU!*IAW;D8)rY?bR-Jin|xUR@ZS6q8^ zEihaqTx|xqa5(W%SuL~K0TG71!Xwh;CSlS@U5iNf*}vff0YB z*9Y!!S9Sgx<01c(a(QzK5%Qup z7@&iu_85C(evc$kBGFM$w&PHIy>WuPD%97SAcW&hRz-&a@G5bEk%_$o9a5MKlO4pDP4d<61+tKMR{T`|VHt?ibR`Bt0u1yYU~o3H z;0Seb6Y^gygr5jJEB=Z91JYLmY0+-__rr&jxPtM@RVPa+mW_TQBQvIqLBriZi6)@S zr7oFn@s8n~-4?!aJ|+)E=|b}^P$I`*f)hRaj}~3I=OAR7xzH@$G#m{-$nQ%f(?P8# zRQkZ!lRR;30pJmtp7_&S=HPav%n$aPgvaTr{>OyirM%ay^Pq))s&i z4+XxI@kd%yx};BG6n%_4QsO+oh18R603r$}L>tHNbd8-N>o>|?EIwFs?|A;05Ocpp20-M=6saUS5t`eSu~u{~hod5ZYM2(d#@3HgGDT$?G{xX-lcnzBTLkT}od z(O|TTgHPnE=j@=9(eXt4*c!eI3W<|~gg6XK5T`&r5!X(}KIXDyn#@HI_o{4+VZNZA z@Dq##b}D3jKgIU#JZfAejodtO6b*htcb<{QBJWS#%tGAavh0)R0s!83T$lPme3HTZ zfU=@|12fedx1|PRpl7aDx^UA?mXmBF@BxzFdnB-`mMHGSEIn~nM>$!pF-uiazeY;Ka$wQo^RC4RO%5OnvOSH&f4$Js z7*i=u-HK>}*G0$cfcE=ranP}MJ8K#bP8y+kN_>DGQ{>F;gf{s8*72oT;12TZGg_n( zQkZ5ujY;dz(|e8CHwGNdi)7s6R_RMZXdg$37OSXXla-( zVm}|9I8n2XP@{%xE0EYHR!0mMlCv_;J#(CIQ098W!HJVOYYVk?xVi!}$0bSbAg!md zcmp60Z%;!}KcZ4pX7ns3bx)#rVZ%`a3vaQi=&^wDY?83CF1c2kjputzZ|fgeyCS-} z+G17OQaiM3;#*>I{f=F9N&weFki|;Y9&3?<{sjJByoj@gv6;cp;AU`q2ZQn55lcI#OySoeIM#05(Hy>lYh6o-Sq@0`lEVHIy76duXL~MN0Q5_=07R~L_6VoVaUB3}p0X#nVMdkTKHWCc4V$SG z+ldbsQmBIa1Ynt++fRWVn!$>GpKiYChW*tESEwN=E(j8>{LW2BHidVpz|tpNE*=ybW`ss+%^)OnA>5~g&Ix>XoGQdqNOlp9xDPmy+S9b5xPK!dIS|+ z`_295)D(!vZ|zteI}6CD(8acPOeZL%)0Qqce(E~}Ibbus9ao>A*7*-KH-4nckYSHu zFd86@nT$$DbUA9gV{V{t9T-&A`++Ws26-&zLcaL$ejSScgu8RyYk+;u!-hkYD%x2S z`m4o8f~Qfuc;EjUT<&--ln4a=a&(_OJ5Zp>t_Z)wZ;lq?YEmhs7u_>yB)6Ew!&yxb zQIE%?@J_c!n4j1gk#v=Jd<`bf%5WmnO86m-D^3~|%%pZcd`O#@9SOuEtAWxg7SD<_ z!-OKJ)C?{L<_Xhf*$B%$P`)Wwx+j~g5$~e~71Z1=ZLI!zp;19Z+@9(suyz!|2-~;` z-SOrx+1l%l>0(XO%Z;{YcN^5$f+7Pi+6tJo# zzi72V0EM;2Ls;vfVm7n8GZtE7)cruu$ul(`wVs;#CEnQbjK1j&>Chz@t&?9B;(8s0 zPiTxz_)=pSFFgb%k`v#J`HPN*j3BzZI1s8h?%i?kBc*?a>*8UkAd3c_NZGYi_MbGE z=3AmD%i(Z@OOUb3kNZ}??ljIMZJXd?X0&w1%tU2r&Szjoa~)ocFYYkFJN6p}cwYhD z4*;P6INEg1x6hxbj=Qw+emeKLz*g6?u9@1RXZDEpMfZu;*>isyRnY9wG2&u|R2PSb z2kMa}2rzg~jZer@<5Whs2)2_JGRVTNnA`Gy#poHt4X^gNE)(22({`G{eLyQ~q? zi^bX4tiSYUB1xf?f60d$bD>nc_-Bd};#d@S-5dH2AA^Kh=0b~>Wn=kOu-s7+J}j!& z)zva6-rSOw-f(9el6Ne6FI5(eo@z4z3_znCUWD4!QXEhK+EEnJ9uKY#o2rC-3W&49;eL!_&W)3 z{Z2Di4c5lI*u}6WoQii-LI0U=D2k>0rh;`H8mZrSrnDNiLMjXiGaf1!6qgm>T^&ss z_Pnx)V3CpZMH&g06r(mzw2Qcqj5HhTm$j2-6`SI;LKO)Ts;}ZJe|_B`>@s(cACV)8 zYs=FDMMljGn~#cWe~l-v8+eF>IT;~h%6n0vD(M~);- zuzTy~mAvl*#kzPDBFSW(QPo|Q%!8F%%!8T9uId??0TBQq0!0J>;)u+oOwaa;?Av1B zI1ekb`?5c6{=~lSr-zxFn!CBf4XE8Mk#1(d-9Pawym5`LS|0Z+{k6uFLjwB~%I3@6!frI2#zojavf3uPdyM z@HS6`Oi1Q0!>?TQi2>vYlONRhG5o*?5*2A&n<3VC=B-ME5cG0n!G{wIg>NG)ztcno zh4^*&O;L!|CC!cp7q+@IdY7(8As?bGJ=)*7OEFfLbnT@}g6NhJlA|7twtK#P=l&(l znCHl-L(?XXmr#(4l?4fZq)~bzaa`k$$`HqCslrgA`Gr?M3yrswTkfB$P@RXxLytN`ks4M|)7!ZLx?_giY4to-~dG|9Z&=%xSB|owta)u7m0CQ~7 zM*_<7tVv^%(JDZx2B6|t08n*$Vx1s%U#4gci@xA!!n%+EmE4rOXJ>`FMYNBtYu8>g;l&d7QDUg@C`B_83{F^A?kE_I*0>)<5n6st| zFKe@@nL$rX-99j<$@W?I|& z{$A8wOLr#)#2D zq)=T!#}9E)0Od2(Sp*kbHq%0}J_?C9RMPAS3(}ZUH}(jnK*rGpRLaM(_L+HpaAAOC<6}4h%k3eUF_ntES?m~WEZm<%A|dH@7N~D z+@X0@+nAOgo2ige?uXUQ%e_NnP>zPdV5m{&_9LITgNv_q5{@X{DqLR_o-X@iNYz!o zMiiQ^t9njE63#8H=i6cSNvcLfx~^9&-%X6DL>#r0a^2@F%8|ErQ#PI+D(k0}Wh8Hs zzCN&VCs-AxG<*dPCvvLq54;{?92RRtoi5I_VY+5C?PH%4&mX_rIeyqdO40c#|Cydi zMs9=^@`7Ewh_!4<%&<7Qhs zi&~Y0um8342@}4F`R~qW(wMnMsR8{Y1UuAN^&+;x4Ij|%QS}TaifB9q9YRXc+@gcS zbq0<-c)Eme@lQ_VJ(-sza<7F*hexz+d5*nQ$R-fYwl;2k3xSjp?WQi!Hcx#_@OL~s z#J?JTg)4y0&akyuhJ8e!;m z2ZX?MyXpg6?BTWwd=|8~&UJc*%6&Kdf_648u#=51vBL;CUBkE9`;-tHYthD`V}tUI zNOZ`Sh+Z~C(cfW}Ko+{#f$(BlV4HLX8f#MFN5*qBo=^P~{LhFdARu#Hr)y^yHLhS=VV?WIOV zHd3pK?LX|;BAX8#T@>4dREP5!x^rv|=WI$HolAAK%PzsxY^xP#tyxH*BuFfws}dqd z^!6R1feqk7}u3}#4L4Rn8C*0-pA@-pg zGlwmvF;QuVAnY8>=6j#Xz7o>VE8%-)L~g3_R{JgzJxr0#JQ_Mz>@qQHM}|n#_N!J) zF{+BdPAWEJZMWCT25g}oYj$8{1Z*KPt@;OBi#H8BFYG8J1Y(NI_1PJY?VFm;7=?tm zOwi$OUj8glG@Z^uFCrpgdVdVRi)x$)NzMmwsL<408*e5KrBzu0i7ea>MMISh_#;~+ zChGkVZGuWPY3oHpGA{nG+wV-JWO&g~f(wA`7CUS?GG);bBeskO`|!v|ydPrOijqlp zcQhHsX=t}vcCM%sozhoNLg|^5n{el z;uXf4HT+-~)iWu(@+06BKiJwRI2m~`bwsH_iygJ1>6g%Y07+ZO~uHtQ;c3hBURYZWq>-wIAto|d}WowM7 zF;{$uWQ+-0Aj!m$_w+(Rfed?+G$V}X+~9C|5g+p*t!f z;K)yFDoaM4Mo~Lemg0q#CBr6C)d!)9510LO9tXpc-O2x`{%n`?dHbMRM6gx61O8rw z)F~!8esr%O@~NgEDC!v+rrh{oZ;pH%x~q2h+^-(83a5~aVoB!3u*jWgczjWlLyDw442K*2Uo2q*m$GGAGY&S*-^A25|8GlQ9(foV)q zu$T`nB4h5c$WDW9Ub)KxgENS{jzR)K=SlgpC*)1x8*_Dlf|0HmbWs%*@g_S567nJm zIj>KJ&^XSiN`;`frA!FV5(5Z~5+OW=gZ#tM*XOe}@^VD6abtcd?9E0lLnz&2xWXIE z&0}}{3sm+Cn9}8G@9`0@{}~luYigX5b3v?UiVU<)q=kfWM?zTXv%wke={lP&aI(C} zB^h=STgpEj&sA_W1EGA5i2?pPSftcd{ys5Z_Md8cMx9;A#LMnU$Kf585_1KN+ zxI(}JV)K0+Td~`{f|o7^*~xqEg0e&R4{XdI%oaG*f6^JQ`HT%^S;62Eqs<}GmEk&+ zP^*ozrzwG=WG59aLZx;^sw7|$smRttm$1Bd8EJ9&>PP=_k|H$uqm*P`5j|PV)>FHM zyzyj23Q&qd>!FHD$>jYXpmH(wB`rYWehOB$ONJU>m(n=?PJs(8FQLetMG`hIVtKMk zH0b^^g-936B9uNtsu!gHaGI1tAiyGv*4pO*=_lz!LpsO5=y);gEr?AVM3jv!KLcX`XU~v6;3h(e3J)i6Y z@mEb4rj0YcDP&2e`{Rpa0ntlgxNfPIRJ%Po^$V}dZ5NslMXYs z7z6p|ZM0oP-hzd`+F@;;7Pp0f+x>)czT}15oxDbLW8NMIB4v$`Hc#C!i4e&DaEH&8 zIeUOSSA4(0s6#(UMqtXNW+-gc;TNT6R8A*`5e-l!)i0xNUcJpC?_o34sB`zO6G<7{ zh}vteFqHdhHN$uW2TZXAZ84r%b8Fo65Ai&=MU<7YdU81aE5z-eCe*wCAGYsW?%;cZMjjtPX0(Ffav zIQxnjukCHZK$IuEzDI?||C!=t&VGEKvEY~uSa<7|L2egULXpEKi=e*cP$tpo7B;uo zZNRtbTcjciAUC^$Y_BpOe}~X%K!o;Af}do;7$BFk0$vo-V# zCiSrfB1OYxKv7bcE$7Uf7Z5#_AvaHARlx7cV^8vued}~K`?4&)aV=G*4C}-fz;q2N zgvf@Dn9iG^gW%X_F76K&GhCyC!*-m^)>usAs7hF&CqZ^zU3T}HsS~pK4b(()L9`y} zR&nG$Z<$|4M8do}cOKp6Lvx-VZ0?Py2%2zDn!fF78WU4&TY^Z2S^aSZkVOF`$01 zXkwH`RWFP)5_TwNHTdQy_xuCSKTQ^o1#&igsSIeJ`Mv6Fl&mtU%h0_v&d#K(La9^; z*!;rrB$JP=#Iym-K%Y^b{wwdlPilRRMzsBjE@jCdMyHKSS@MlEN@*avl%-&9DNFx^ z%-7_fM&`i-q`sX!ux+a`z=9Rqen5c}-ubtlGhHPgU!I0)b)GKCU_~)#tAp+eX=N8N~YoelD(^|Jgl# zbhH@LJ(U&Jmt#ILo;M$P(794wnX@@ZPrJ8M543q+w@>-qH^`*I2K1V$7x(;*u}^h@ zQ%<;cprZLSyTY=%D?vAJswv+ik@vjFupv2CNGCSyBc1mEj4Ep-hgBu$=FQIwS-85H z9A;cUzmuQ&PE};t$Hpr3b%=$q-vgn7%u7Z^79^aWH9oiTNV5nMpG)_RIcb#XN2JMo zWhAZ3-;uPb-PqMuSr<4jJd7VR$-(x~PY?G!GT#evhysvftewpug) z)FupbP=QjOahq}rc*xd({&0rTBCbhNz3mVYF;JLk;==6+Iw-LeyaP9@_Gxa4v3t^W*)fyTwwLYN#vWul{}Re}ZGt*4XMHNW!HKl8J}rL%S-86TvD7Q_<)P;^ z^A0-n5RD4}^1T_pQY7hJS7KllRY%b!?OYv2M^sdY9b=Vb@68m7t|pXSV+uM@fyOGe zpJNKapvYH(GllAL(M4+tQGnRcg*2}4Rv1VmL5;<@&UfzB#h+0}^OJ1~V4YjzuHvm} zW65&+5!ay}!m;DTu)#HMYB0nkRSZUN;`yaVP7X$$9}>IhXlf#!Jrq>a_*xmCKw?)h zE}+77;h2=ycm_+2_a#44g*f=eUu)gbJrT0rK$oo3pyz!C5<)eejA-0A73v45+;#|+Di5ealqVft z{|jBxBgNgI+}-bEU~Y3hC?nREUfTK-Wq$n z9u+OcSXnEU5pb7*i{^o>0so;vG<5k4HzKT@_?BV_H6DV|&m}S{Fg8E9?xSr;dBI6> zO#uxzN=)2%y2(gl9B}}^**s}+St5SInwwh_k-tpYnkC9dQZ|<0ZV>en?d6BeGNbWW;zOb`zbn+xW zaXDh0jLmEJoRa+Vw=uhyi?40ZZPe4al(`kXNWkXhf}2JLHzjHy)xDr^_g8vop}f(d zF*Aoi^a=>IQw~GA#m}^cgm$hZE_;c@<2mIqpzEy>Rw2N$0c7LAi0j=*HdvVARA>aV z+|xd$B8gRKB#jF(@|_+53qV}|dY=nUrMjR``4&>dSVm4`yf>RpANIIdau=Z~oQK@} z`17f^E?so!@D-&L)ZKylk>E)d*Oblqc=UklA}n=d94sIA=wm~~qivp$f_MG}udu)$ z={JQ5=!U0G@rzMOW8Yl@G*klAgqgir0#LU+9GxS{qao9nT%v@fWY_^IptA}66E^Wi z=`%;6ZK4gh{@o~}aa&ICp)fG}NXp>uhK=$QXysW!TgsK4WK>ok?ffO*B`P4B$M_mf`2&L9 zb%Kz)jBaxue@z~Y;_oBcOPrcLzST5itFWSp5Sv4P#x~>mAKqw`54PHlmd;QHIF`ID z4lbAq+p-M?dOlvvrgTw#@7&)S9(M4J zmvJ_Lsm`249J%unalXRcQ@(lYzIy|?Tl^axbCdZW8blrX=QurBU=&jRe_Ad{A&(>o z7{aeG2*Hi3Sgkt29M|+56@#$WSV!Y%M63hHm$7r(Hx+4`buu(qxPULnKTn z?UQQUKdE1;y)qF4=EmsyBQ>PgMdkv>UnetYimH&3rc)Ahdk(*GHvuDsvJ;@2pMFY` zCXbLBgJhw8DbM?G3`5~%?=>Y1mdzNy6i~XxXnD}n8!~&#^?2oG6{;Q?TWdTso)!@n zhA!t?`a3$Afioh$Whtgd%Kcp$8kZ_)7gAM#`2L4pV@J`417<>oB8?{uaFqdlI zFonTIKO9e)dT88EREu9O15yBq5Vs>&O7CTZ^2-8AQ~KEEy}%L6{t)N6qu#SQs%7Om z6k$S8IM58J%@6Jp>`nSNWU3p#);sIUwApSLqiSA0W7 z6dCa88ai4=nG?bIMYe*w8*{M`rF1rzFWS-)G*ne^kD(ZD92IrXf{&Td>l4?S9;E!q@9-+ z#@S?xQ3Kdqj0-j&M-8$jFK^>|a~V8EH5|)Gk6T0fdW1`tarFH488k)Eb0I}^Q3tnL z_sm$pmo3|AjZ7&cy?_-Jy&;6xIKAM_YxaT15mmAK06)kr&h_?usK2J^Kk z&6ZusHuzE+2#E9WO{h-JwxzTOLa%k zs$!3hb0DNXO)3Fu{~Vb}^gXEgUy!>GWN}PqH3E6^?Ge{4V+*fLk1T2suKq_P?1MP? zF)t2_6jwgKdifK+80S8dxe+`?Y2Irn4T;7u3yCsp=hN2ldXk2D0KR$rO7It$z0<_Z znS`nR#=MvHsF6kyV0itJSsv7XedtRmHE)8=W3F-88~7u@XtNbCUdx=cj8b-%y7j}FVNKznhv8+gMVk1pIr)DiqsLwPXh zqE3M0iRG7LzKXFZobet<`zVmgF z?=FkPjrN7e%@3oJC@qZMUE&yOFdsCOZ8$nwpCI}Ai7TEdOXIPadUPp^7vZV_gWaoM ztX2eZ{aHQQq2}eYJz4Xn5<3E}G-{8$`Tn(sl&D&wt|mg2Ct~(O$RlsQe;es9Xu+2> z6pglfQDHD6cY?`qWFtU*MpkR;wf!Ka!bSsO?rLz~kT4A~Ao3xO&w0wiSZUkgwM7*j2GEO z!oew4q4y|*g~XaNMptXf6VB7PhHYElWTAyE z@VksJQ}UP)xDSb+utc6Dre+>TRu<@RJ!Mxs?BLD`_$OG5^UjB`P~2!UdC-5fl#?K|t!QM|blZ-qBRNt6$mxn4w;7z}Y+kEl zfkMQSm=XA4zk^$USGdFr_F!)9l^0D_3|hvpkt{7pR|HbmB?g$7S`71+VAXnL?77ayusu?yOp$U{)VOEz~fGa_+KW=s+p}O5wc31`0 z;qh#?;{6~-g;^a|fhr6OXq@ZtVxYVxUjUnS8BVApz(!Y^!Q_Pu!?JCNU0KnEFuo~5 zgvn$A)&bCXLMpd~3eUSy)A?0H)8Rg5NxRbE!;dJqBG+KMivPHeb|ivmgPapYE&(yj zOWdhdPyqXQ@+#8Lp-+{~V;xEB2L2uSm#K=qbS$AfEN(r*amgu)p$X+MdF4}e6QL`2 z_yr;)|Dp=H(oi9oPo;0Aq`dk(8DV3N7+2>A(`R4W+Bw-r?TA#@Q_>s~NfjgOs?g1k zF{Mk~u1fDo(>=mX)}cNYZd)`TTgD|_Pl5tcY-5Y|pZ8xh7ABDuZ0|K&qI<$b43aAA zPD5qQNAu1vFMV{_=@0oDnZBgJ?TpU*leO%SfcK})OpV2uE@)l z-GTv)yr{!<3^pI$xpqfbUrw^7J7mFHEtpgh&mqN45qBoy8l}z=cA$-p`|F9_`rmdA zDMA-_Eh4%{*v6+KkS(Gl7F;Xi;==hCcd+TODGWff;^G2ZnYydi+(7LD!eQ~Q_hje> zmWdvk#wmPcKwSX5B+o3^rjgl0J8;uO7ZQ9AeZvb)tJ7h*P{RFfY&=t)4$JU#KVmSX zF6eeJE%s@3TXi2Dp3WYSNsp&=;BtjXel9a{-9K%`R@CqZYM)Kk^xzbEQO8KDD~{Hda4)q)61rn# z4-of?EmwbuWrAnCh#e^lC$oj8{N5SP(BoLLSu<+0o~;f?R>WXmFvQ^eqGK$Ib_*+WvQhn5;vAp!|Tf%OgHjVXUa_+It{DEQrN$2q5!zt?ULV_qkH%5_*LFHEz*pwf17SkL%jmL<%}eNJDy4(;+fj24K#~1_ z)gMQ@Cb!&5O`#2K^6Uk8>SPpj^S!J3FR=J&4GTih8aEZ)c-TFSDNG31pO$(2dLRaj z;($IV2QGB-j40Jz@TYA-ZKoV}3a)0Lik!mnMgVSxhtI$eDB(Zd> zzSS&mNVG9qFX)U|$f@miy#QB~DVg62@XZCu{8sz|WyP^YfYLm7-!@VWz?GuR&~H0& zU*{lk%8yU&PH~0t02f%nMzBsw_rF@T?(ALyLETu;=CwODG@$Ny#W~Oj7I$%&0HG>7 zs?ZYJt~dvvqGm-_7x={8P!LF+lp4%ehqT>`CIr6tLLO3{lrO%Zo2{oy(lZ6y<00n9 zjuCdcBr2U#oO_&55hz2H`&9eoFTOD5{lByvAs_d@lENr6S;XP=9dzrpu%Z|otf=F{ zXj#*_bd{BO6fTZiK=@|!DQ#b)f)>SWRY;>c3f8ZhUnm$MWllR|J#H}S;8@oD5&nYq zFtHuz*el9*9?j=5?GA`QQ<%YWMWwS?^GEm#>S3{}KoyEru`6JC!?V1#KD%RBnsV{D zL`@@zyIfI64@U!BuNoE=-3M(2<5Sx71wF>BDj#E8cFxEBvb|U}{CmE^kQ$Uys0K{% z5hXs{t(0h5Oel3hDOS-9QIRWMpdyrxH+Ipv-|Etp)mM%*pgxXaL!%%oJ|I?TeOolE zd}DEv!-hq2E1S*FuejHPhQl<4q$w>mi;vAO+AKVVa~0=j{rPs~Y#(Yk_u+(UIZ0$? z5q}mJk={&{?myI)&N-rG2PZe+o+JjIA$1axl#LNf($b@DiiPuh2Wj7Fn>9wugVT47 z)BLyWHsDL`$#j*BtUQ2Bm&u?nMrJdYq^K)g;6lL#!EvDzkCRm>SVTGK{OWLsNt_P) zY-|{qVt){9t0U*>pr{#^HerwR)1~zbZD*3bdmLiQ2HCM7tV_aR5AL)a3)4NF=(DfR z;1{=Gg+j%9ipcw;P{^0!Dwt03`s2*xjcsY#Zifg<11YZN=v=as!ag6lZc&Vo$JOEu z?u^)_>k(XWLp+ow{xDS6LiGt6soDtjmPnNm&*ZcZv$TE6$Sqvu_hoXDzS;cvDvuf^YgVVd%g8I#As;4tA{JMSRg>3qR1n0v1;*h>{r!tz~Ph5seDkp@L4S{$xb zxF+6T&7K*(O_%+b4}h@n@kyW?f(goIlp*CJ94-}mw*m)cO14p$gTyd3TC*x?KPwSh zgG4SQtU?>OF_#N0opHg)l$8r34&R?7K zWr5#i{BD82dG&fB{4xvw%nOI^-!dhT9+UlF)k@*jT$^J=zYO@qCw%OzSnjLxXP95% z9*dm`?W&}3Wj*hlNw{chKHHzsEDm)=?9^0BcRlZ(Nel~rMzb8$b0&E}iPtKWNc_2@ z;f>2-jEcodOi7hooh?z@{omdes6^c7u-q^ZWw{!UsDs5y7nKh@Z(!98d$>D6v?)AI z(b&Svz^yLW?lpZxd%c*%H=94u`YQmOCz4VG)k~#7ttU$X1^w0_sDg%YWaHyU)Es$| zwNI&Ud4L{h+vp%Wc0v^EWXUuu$&z7rQ2m%>zfrtcM+!w+R1}Gpa(*V^@^F0Yk_sG+ zRu4u_`%pM@OLytK|6B7Shu08O2lgu_3BoSRRNwpPW zNKqMQiy;#cBMKf6Ioff;J*`7V=l#54dtcsU)OedQ|s0mX1c#K=9$OU7=5Q3~hDPGPV&+4E}HiA$i zgfv{!IprNbuqKuE&E}oI@K{r~f7J0pxvJ(Sq+H@{kCA*8*QG6GDaAFl(%`^$Ep4|m z`JPkC$dbEGvM%vhPpk(^Hy=n@#izP2blJzcUil)~dvY>yOm<=?!HRD^8&3x_TwIJ@ z1}HtY!bF47?B0{}i=Uz2P(g46DhSCiSP*(o&N6<6zM+NuRdn8F{{p}qgJ+X+2Jw7QqVMAxeyQ^>lH zscezi9fSFYRLCZpn9dGp;;VRHw=+DfmWnLd*|$VjY>U-?H7>9@tlS3ZT|!5;Eh<2z z+EMoPz)ZSw`x6w3+384?>WMw!$iLR6-b z`)Vqa52($cp>-c;#e{X_3!{?IX;{6xn4ajD7Sb&)u8`YL!j4Mihv21z9e=Wh>h$?tJyLfX-fO0rR0#~dvjG_w-+HOt>AcYv=f)(Lz9=ki_?M8Kin;w+xIyXhl3iKkA=kig_FyW9XFDhJ zb%(NLnxeHG?3U$d(dbwT2@{j)LKvs!M9{)h*vv!nE`D<7^A4rBtm@m#@U#~P$1Jd8 zwmGeI+km$$O$y^grt)PYdyaBSrpu1cRFy?Z4Z7dCcD#X_Dry^uImp7^rBvLC+(WLQ zLf+=J`_$vy&}5_?s-ruuxllzt6E*Vj!fN zWYEE2?91*%;+u2zSBob=Ty{ev8c2TP3gKTS{2Oz0&4$=}n-GtiB*`gug3 zBJI+_2OUq{L5B6wc97sj2x*+Zq{h>|)cv6ABPD@K_(lq1@Wdh!`7l7=x7<5RSK@H@iEN?&5;=kD=~DsiV>V|$1+U-K`V^32IY~kO9&Iw zBV28|plnoja^?SOsrNuo!BtcM!aPv~!rk#PO(o42$gahNWy!@6?k>9l4y{zuITlYC z3phj=7pF4eZ#Mr?_eTc0xO3O*;(pkZ@v2P#-mDFnMSLJN_`WD4FXu|7EY?`W#p-78 z9*(RmR~^2XVDiYSc(p$j(?YMP85DSJGoXO8BJOU4$s^3S(Sk4Wz0qmr3nlzvE2{(p z+8T!F4&)G}-h?y;b} zh=}OZB^^gZ9IM3G>QMUt$(YoG*Oqbla+WK^Xq!O zV*yt{+*oz)H^&U?%-1W+_uv2h|G3X#%@tlIg85Sxy%|Eb}%YxyCpLrLsTS!x?a%c!l#jFu#V3ICJ+z(0XmtFu!Eh( zE5x@mIic+&>C6Z0{OQ~9RDED{WS)bEf!j85Um)rLcvltzKD28?DeR$5h3vJ7dn(jV z6;!O*h7k{%_#M{>wx*9tjknZ!!PfC0MHx2Ju{y}ZNgI*XwbFdh-}c#fja>C5ELW$7 zaFuv1F%+@XXFEMbMWjB3RfkO;Qstrycz48(ho-XkT1M{7sGhOkg9X$2FQyqWKMujz zJIXy7*<^wl3i+8a(nT?G6BiQuZm9q(vZ3o(z>Cv&FfbRGU%Q`=1xEcg^A}GA{mDuP3~ce z|DqgATVrkK86t3Xu!RJ0hXgoS`RNu3y+c2NXq?6+!g53_dA6O=kFX6-2vC|AlqUY; zS;iSbBP7T2VOf`LGlE9QhT}tJ_@pxYtLGQ5h(;)fq49*1Gi{f;B3xk?f^Qy=3^Cqk z5g~vXu0TEOPcgw}TT$Emc@eOqwnU(>=$j|V=sGv`PZ(dk1{Yy4xyYNfU4x4t3tALf zf0qd1A6qn7j; zGw~uDGMggR_GpReWGd)ke}GI5ymHL}mTvoS@tLW{wu@|$D5*v-Pa;9x>*3{X-n{Gy z-KW8)Zt%FH0VA1ZoKrlKLq%F+mk8y5)7u10G1?{(ir{@QSOyZnIT@R0L0tr2^*@5{ z?I?1M@UUVxL1JXu5kgDPWPCIx8z6TIWu93q)^lo5iNds@dov(>xNNKzvznfNilg&%lJcYZ4 z!WRAjTZnK&Glm~UTMfg@z4!wsBWxtkUUPy?Gbjg})+2|Lj7G!lgG~c08fNtL#-Mn* zB&wyu;3QSu0jW^GZKo0h-;#W-qmuUf;`0IH@;_Ql)%U zoUSoa;9;isp{jd=B^^k15>t-fG?hcX5%XabO*`_<-~R8_KmG%-FND~=;gNxF zJf-E6&R!Hj!=sB($mn5NU>DGIAr@r^z4|eg>J^bpt2(&+2$%M{B`rHs_|Hv6j9^4` zfrXU(y1d1cAa6yl>nPc?Fy-HJV~qb;Wa}2FNRU^xf18x>EWgF$I83P1(vU6vueU4x z>FR9qBO07}kj)b`6!U*Vlynw{N0UCX_hO7P>CbU-u_lzn7{v;{)jx2%kLy&r2%1_Nit`PX=0o5!WWViFjCp-3-FbzxG5^ODL6XUTT{sf9R&GB)$D3h_VhEOE64|Ko2+HO>E!i-|HS&i#;%?Lqz7^+T}IhFDeVZT_X#zWMl(iV%haQ(fp*eD z6p|MH4QX=DP7}~36#Bas%~z7m20&Q%!`8e-)VHWpM8|^t-J{8Pd1i{(#wmsvy#C}7 z3uVsH4ptAwlm-P&CG-<*l<85V!997$qiU;?!$^l;t+8cFok_KK`eO@?hG>Cndf~H5 zDJZixkvi|#riqlC;)T1B-!1fvoqTIa5xt9^J&Nl2u18fpYlB=Ou`k`uCNo*NwQ5l| zPu?@AD4WKCe5VA=wPZqVVg&~xC41r?-BUrBS}<*m?)oH3X>^3mGsa@uv_=O+X^9vJ zi+b*s5+udopHRXl#lc}R4|g3{X_s19s{4NPJ*<*260jdvY+7vvc-5OA^TZlE2YQQLI| zzt^Fo%|z+Ps=zX(UVn-dAZ7Q`xW16f4kI-$aP##2N67wq+5f_1WsJ;86(arh`pZYt zfvNDuv|jl2JHmYe*oL&24bTPR)C?sl zXETt4O_d~9uo`L+IH-Mw)J4lQzY+=)p)DP zccvIRY+A9#&43OYclfv`v@i{+e^RO7__Goik}LS@D*K(~v_Hp|2y2GhU1Si}jOegH zMp}Q5ym>*V326M<@7!||tE|w6 z2)gXJ2um98m!@3#YL9#l)iB*|=0AiNMPl=8u_s%$(W+sJjIG*_T$~hwYpMu3igi9- z;z}IcXl%FjZ8vKhVk%+Uyuj;|0r2K|$qW(6L%qvDtQQ>G@10`~lX5QF@V3!|i+NW9 z2{V2nbyoki`xN$ek_YwWU_>=fnf=}(@xcGbWste+-gGdSR2Rfp?D2NaDUB9to!&~R z{@~8P@{*18p3CJYSazG=x^m^ybZy9fqMDNUB}GILv~S~tFp0z#wY1%Sq8i~+aCc5G zX0S&!$TX|0`h_WsFi@rGO;eq1*RUx*sLs4su0a?_*Ak}&6l|xlw@M)n&_p!} z8HWgo?$LTY!LCxDLfaDBYP75nJ-_@~Hj=WG%^RVDJ{A@ovuYcfj+j|wI*o}#>Z)u! zyp%STu%6%mNtxj+;EsZSk*b;J)f0BlmtCo!*ey056PQh>55vh1tqbw67I*VJ_92tw z?VK+=_qgSfI7B&5@}P^hYan(dH{O#x!Ey5BFUWf?C?9C@5d%}Y=9Q7C zboi4^=$puV9%o6*N60*9eR*Rm*`^*97e_2c3rr@>CbN@ARDa(gsn#D{&a<1sSmCR` zbDv=$;EgqQF=EcSH|?L{{~x1yz+7;j*|O9?8rMt-f^1C&h9Xemy9|#j-)G3IT)=N$ z`CPfpX?7e?i<+>xbPiJ5$(B8}ALKF7aUfuonPmX)WmHsn7q~ z`4r2tGAGQj!V7Xq)D&s{>0%lj+@yr)rX@A**AZ>gJdcR2hNP>jarqT4sbWz$$RMIn z`nTM{Sh^Vwr@nD<7_MLRtL;|xe`#t4LI=AldZUN5w_>FJx=9F*8|#r=f;o*FJsBrsBo+xc} z?SN3@lnK26XY-8CT4ub7E^Uy&s|GDvvVYki^E>Fpy}eCyJa3|o0sm&674Ns zYMfEd&|`jSCtLE`L}Q0*?bG;YXrU1Wc&Dl>lOE4US6+e zbmnf*xjBAFXRL8VW4uHFgiTz7FR|{_>B`*40ZBmtzu(6fSW2+zHoA=>^(&QosgUcg z5m}9S4XP~H$s^&qm)=%nqj2|?3V%wJ>3*eBUGRxRdu2D?xW*cNtYUsv?Q)hX!%O&ikD! zH;B{g1rTqU93PNb&PmFrpoGk!m>c-=>h_qj>jkVuxsNk z!uV?y`ic{Jl`%VaPREnkayCEZIPv-7t3+KiI;ScGmHnoZZK~krh^`}`8>y{TU_aXu zn|*t;V+4aZJB<`-rV3hEMFo^n>QqxgV&@elcb2V|7f>d2{10iXLTLv|W228gR>2pp z2qxWN=60TZ8%Af{<-5(6KOHLKbK$mL_z?U#l-4|(9*<8bp{UVcqsssr{Z1vwWEAE1 zlqWrce{wLV(1^CX&|-JkZX37Dm`_!R?zR`-XI>y_KcHVQy*RR)Iq>ajzC65mQD=k? zW{Z=H==Tt{uV|g)qW?^#eCx{l?-Sm)22tnR*eBux#n8T%5P(l4D_ z?hDXu4g+2#>@Ai;8iU+4j>>(N%a>eTdL97CcuKAS3$_UIdW)$w*JjsNfuO=4`~7r= zC31Al|4hd4f(U~Ioauq@!dN`s)!7(SS3*>a`}VNEYH54)g@S3bmKMiID8W<1;hfGT zo%PBYVLxiJ3j3{!dFkraJ9LPUI(@9#Q|RckzrN)UC2e6Ujn{fMfGMB1ibG9FqxtS| zG@s1u#*FtHOV8h^l#AT34-W+h*H_bh*GQXihA4!ua#oLZ@eKE7jpy78KUvre0&deF z8(pgTR5=)zYF;2)eH{DDbt=+!5Fa!awD?dZ{qkz@6K$Fg>N*}Kgi^ucwcu~u(sD9G z@`=;4 zAJ^;-6hCeU^7Db))NkasY6lUJ68Y7AUWy1yUTJ{Q*JOoHdiL<+c9h-hqFll0Q>Ak8 z&SG}tQpy?ZG9#7<4&NP4$f+2uG&^VhMy1MTb{zvN8Wm2P)kREeM0*As3uiu6F;8kE z>Re_#NO-}$hDe%@_w{gwE81Gu7#~zZIEm!c=-A*L#x)Yx*d*u9(iq)sFENDh62l+K zM4oa4D-LNlMiBN}mGKOpx~4rW^Zto!L^g8DQ+M0T;cr#WcdrQ&z@PR+bn@3|tZ@(? zf2{&=yjZ4^Nl(wZm%dzMAc*unQm z9AQKstGw@F2Qgy-|0Vwl$2GD=D0bbA3$qCjm3QH0gdJ-0tMz#BB}RV>J8Q7DHjD37 z+GC#;h@l{CUmT9UKF6MKV;frwD!zAu?iPp;^te+3QV1CdjqzFVp+ZX}2%ye8*VHT| zL-D(0iLbg3kW>yU(X^?nhpCw%4rd#|jbpVmj`Da8De6>0=T9WTE#kW`5nMzr@FL0O{Mu%b{I~Xq+mcFBI$L>+8wn(Y@3D0?C%HVi@ZJH-X0LrBO#SG_7~i z`By&+Lo1*J_I+Lo#nxy8*tm+|zH)q}^61y{mgfun@)4z!>`jqD&`4@@!_mho@HrfU zAJ8SJosa1som+%UM#Hb4jjB)!7KAOrBCEPDnkK0aljc z?H@Z(QMibT69Ovlri(%2EKKtF{Kw%;&aHgyM6gQjMb%RDlq&A0^%OB=lO!!6zs6%C z+hHoX=K^wG9GJb6Mxi-j9D`b54|!ajjk|xhMOAh$D7#2xz2;^|f5XXfy&-i^nhP-_ z&4rJsPT!~~qc|-XfSpopT(hi&QXX!tNZ0qOOiIM_DFQk=ecGSfb)6iOs=#!Lsd$t! zcKhmif3n^;GsdiDCgMq(5Wz73cg z_aD?DDG3eA2^zAix)iA_$=egH?dJG#3#Tk}lZ_WrOGQ$tL|er2sW>=G#r;ZJ`D39+ z-leVwfixX1rrwvm1@63DUcCO-Yae{@!LJXGAG*}qGi1}A+GXmK?R%Q7r2XWh%dtEy z%F9VUDAXU?73w!ssOfCTw`7#cbiCg({YJ_Ziqj&!Bt{5~5Ge_X(GpzX5(Lu0{9oFEet0;Yb$uce8iMd41SBVuJ6hc@reOcJ*DCt(LlkT~ z7FzBDDfiagp_WhEspS$53hRZd*y-!c6}wp{kFeTrl(F2eGA=2wF3>y#r& zMjxyF>f@KB5A6*qg{u~RBBs#96lMQwyR!evS%oAa<-7JKv;L4%+fe7kcMxK*VmEF4 zPy1EFuL`qh*fDiGn zr9bPL0ynPg*8nL2ISYDF5a7APx6&WZChI7PSK}_L1~6r!({}|Ekpz7Nb7^AR(K}Wt zE#}gy(UgyFdoRhVtDwQm8c22p0jRoyNCFrH<3C#nJh$p-G5#wfDF+>dI#sZY1`;-D z-7X|flO#BQZ!o7);(uyY(PB=e0!nGfxozKIpbJQWGLk-HXeV~Eea6sj-;R6+@as%+ zIJ8R0Hc0?gn4(S!EmTZr%U`i(P=uT3DVz9k+Z;Am{QZXc_K{0q` ze~KZnq+(bS*d+b>a2U0rY?n$%$|LgYECVEJS~7Ndo66atB?C%nL@t$Rut%v=hHX5% zD8n_KvNFya+}c^xY<5w`d0H8ef=WpSg~Op;uinAIFSJ6UppYcg+vdVr#SYc6aC#_J z2V{Um+Pl;KZ@cXz-=#8^DkJvpA_r8GJ^sWxu4~DAdAyU92X`cLsRYLk_M3Q~FQ%T@rDvK5k2UqN_dZ?-~MDO+JVja2q#D-f5o z6?#Tmsj(G$#j0foTVb%2t%#(0TUqt@W-EY7*$PRiuOPf}$r$YpjhV1gw!(7iD~Mj% zTLm##s)9sPqhc(X-4v5-MBq{%HZKNvWp9m$uxje4sS(lVRxLX;A_l9eBbl~K1__Ik zIAqK3oC!*qL_vZ`scpL5o;Iuv}r^Ri|=+=y< ztn_56TM-E4fmU)Xh_1_6a`spdKuRQ$0h(&Z4)G+t~&7C1}WLqK}gj$!7@N1 zSsnC(wao15V5sWq5Gf7Hurzj2Mxud$Mg9CPUf5FuA*5uD)He|N)T&~a8aZ{kh#H7U zL5-xw7L-%&0Zy=)Mv@yAIWSd;9f!Jybus->U)I^eNsHXjRk4(d9iTfowTh`&(92hh zfF%@DEa|28BG7^C8IBv;6M(sU5j>jmv3n8xQ>v*{T;gA{Hk=!m6mUw(#wEpL;*_*y zTr1pPefX>W*s_9ESDBMk$7Vbo%+}GGLAC)YST!3b32ag^+tHYB+C=hh+thPowg68# z*_bVOPF41!MCcd1W(}$F)~PK3m6#rr)L_y`1he3*mI;O3dy~=es<%8HM`w<2ZNHDN z0ajVc6>@Hszd|~=zSmIbf~!^L?Y)t8-HaZpjdU8y-@+D=(bzQAU2PF~wYEs|wy;IK zX4SW=EfQd@EwV%~OFCO^y!q!%Ds6D)7Gxu5TS(iY5@*rk?5>pvyxK}6d7#zQ6c*!? z)2ep6Yf}htm1cEQ2;L*Q?>DsE;B{+zjaQPl09L|3tTYD0V2gTx7#ZWP^$xt+dMA0H z)zp#THLJi~8!rJWvFeV5C4yOMIWpdzmb)AY9OYq`BMBekQ?nvRvzgs5kUJ|vKuW;Q zim-&bs##!L`~dmkko>^-`|PR-0IRDec%fD|kD|TC*}4HxwQfiPbdy>f9rV|O(`dCg zcfg}q%EJzLoSd3!!fNq^GTM%jZf7sm6arROQ}{xyl7_Q&oDeo!NrF|aB$ZRsng*ls zep(X&Ray*70E5&VBR#hsE_Vurk(7g--V+%hk(y5$@c74AN$%{0Kq(D7d!bV5lyTah z92*+h${?g_Ww4Aon?MF2!y(s;ApN-O1FeUp2h>1P1K$DNK(hSOZhOfcYC14ghMmN5 z4~fms5}}8C2hIdp^rM|(jW@+@399TgTa=DNN|M1cIAL$%9{=ugHaWM8JuOby*FY*m zx%kkH>msS(mu%;!>#0pCnQz)aN|-jus3S3nujwPA@~Z<#iRvI3wIpUyhR}QxKuVAx86c7L zcr#q3w2ZFj$o6;&rc@%2=OlqmYH}?VIpvOt0zBnpC)a}Kq@<+5&Zd9cPsaoxB@!7d zNdSW%r@S_v_i&}h66yPF+;k&zN(z~53Pk1fs`bL*8$>SI1B5SH|B~GU7)YfT^#JA- z;+LBBp{z~glXaZWGk1!;fKy&})~9$(oRYoLY#xnPvKv1kDU&GrWEmilZv1mtRCEtb ze&ZJ~r4l!Ol>|1arI`Wf5*uqlxl1!1P5IcR8UK{(D6O8wVlW%oxHw-u0+vvZN&=hI z^hdl0Id}R4ILg6Je-J*zr+r{_U^Tnb#>rPD5c@z#sAphTn|EN~7Mn{9c&$0zXz37X zxTc!lXn~|!h#RdQR84mUSPMgH(dpNtg`EbrvOkX*$G@D zv91B*;vmy{vKuhnQ6vd|qXtY8z#usSTA%G}x9EVOltnZG5-ANlqCIxmBQXf`yX?w5 zWS?Df)^vS_Br|p)J9|Ppq4&U)$NZ-0@BUrM-%Dib<QOa`0k4vF*eq;DHdwzpL<;iO64<2HMTjxI z(?e$874Bj*ta8^yVo+sg*G1x&s0Pz^eQakA^6mQAEvUtI4GCb7bT;FYKH^=Yp6otS zuv9CNvr##<2EaX>Z?hN|WvQotiMuQZyB=nk0PG9Fjt?mi0vm6M%U z3SS`SQOanlyA?)XnJ%t%MpF-?EH0R3Fre2M>F6ulR&tFLI4a#5Dd9tWYQ~X9dNwM{ zopEF&rC?{IMMj+t7B>e21f&|U&YLCFGq6{b?Z9A= zV!)SfCGB8wJg`d0wgW<{wgZ*{HKaTh)P$W%rY+`rDuGfOwhvP&;F0RX}O)ylo zO^6imNX6W!2=M6j?T*~snA@W%8yj=`r?sB@;r#4FV;k8mmXMT4*q@g$;@TTP5qSxq7X>Pc;| z;TQbegHcfK1{({hwCn~O`wA&3<>ijYHg{mImjjM6v0jewAwCrV;IXxuTrWpJO27sH zECCEsJr2#(twuIMLT-;O)^o0YftXS)zOmaW>bo?c{tL~3UxztEe{9z?TFxjQQZ zJSAjzRtC>WHz~&-yk?tluHz2@m6&z>;R_A579Gsnq1OD7yi%>nVZ3xxn#ITP@=cha z5>1Jv)K?Qe#^hQ&N3}yWdB9XP`4^~~QoEs0o&G&*LAkr345D(gyP?b*L@wDe#hXpC zJEkHrS=2F+gjxpCHj{h?ev?VeK(?5qbr9_@$!9Qg9yn$I3D7~(|DMgFyA`rqG9jr+ zL@k+R)K$cyzn>|BV*n|INDU;RP7Qc&TS&GV2&q~PETfi0JR;5~0i*;8k^vGauX@s7 zAupW?qjSBgKq(Cy7^oERNQKQO0~?*>hRwiH1~zOae27oAOgy&sklQi|NC{YzWC>u9 znz%i&+YfRlZcp6S13PgG^g887iyYa?AGxwe$_GBgr}iA2jAmye^oT7~6K8(B!DXQz$qE5tA9{_Uz} zw)=NO;>i8iZa6rJQWIsn8K03Tax=h3(NleI>9~DvlMYVX+rHNwwof@aoP-}PPZ#6p zY;>-pE8x^9YzI_4Cat6<=}$-f^YJnsW9ClMdo*QaC+YoDB9!V8PshuZ4cl{jL`G5~ zwnr2hby@+5*~y}Bx1(ok#i3Pe#XTjhq~hn({q0B)D5YZKXO&V{JCEkk7Ln}QA*AZs zVHtJGpckxj%^ggfGE}uPL<)GMoay)jGoZT|OVwecBqs+dsi$IH*KSnYq(c=Io_9zE zY{E7g=i~-#4ovl812*@NY$et4j?ebA+nj)uh3$A*0vMz^Ib?e%o=vWpIyxPcyVer|DlfYv7rsE+N)5Kd_pHKl2ipcw zx!J+Cd4tH+t8Ixrs{?CZyQxh8Yt*I^!7LdIRHP!zjs*lu`9!gR$^n(scxpVIMicM3 z5j!I(4LhC^86c62R-;tn+0p9Mwfrbr1wO6S zEthW`jFm7Bkpn8p7PRaQG)I(;jj~%%0H~xQ#}m9z>!#_wv-xCXw>f3IX%DBYq6o=9 zCQiv#O>aeMsj@3hu&OIg<$y}kFY_x^DVDPRa)_w3BEKBI(WIw1@5C;8DpF5G-VcN{ z`@}nmBwpiXk9VJprzhBn6W@Y-Gc%D_303v=ra8q>dW&>c(-OziV_e-e-B$>(L`D(? zRC=YB=wE24&B>^5j~nbzn}n6JdX`h)0I`C%pVO779l}acVL70Z98xZObL#f2+suw@ z9h%aK;#&8#!GK%}0?TO!SMC8*2IOBLW;Lo>j!Fr%cTkm}rBtP|8VF%_e1CPfWV9q9 zk<~y5S=jbSh|!XSL{7zZpkn821^^p?a<#9h)S%~-xY7v zd&u&w^7$T;v6N8U--#UPDH-W5aUN(KWroj=bQMg=M3JtO1UAXB2kyAD9Y^-qgOHR* zH1=Q_wIrs|J$m^hfRrFXGHUB(Iy#A!kzX$YmZ%q%RLf>QD^*QC8v#qOQAuEvTH6{g zvDLxOq-C!qFqATh))GWYt)Z-Q9 zYm5Vr?Ic{TaS)Iau*Sg>z#!$(Cs;_a$18K&2qP&6>(NC9NTeJFzhD)S>o5dLX;_D$ zQotj%{yVW&nY;cwsoqNobjVIx;-2MRk@tqo*b zA|X{QIg<%H2^8029g01spU*kL$ACaFL$!8 zfKxhlvaWbcoKj1N#aq@&a@WHGJY{8<4uj`JE9tw+`Ju9X7egtT$ajep@JP*NPBdjx zm{~b@%%WJz#Ew~<98gKRvYAarm))t(-0py=Qw2W6C%d%S$%l3$Pj(9;B-KLHrLl}U zv!EBOp=O%}LsgrFNNG@pb?mz+!+G|yGRU?6w~zkeAOC^=mu@WJ8#(!1wBo&d)L29c zw32l5vy)3^Q9awu14wHoa`PmizFwj`(08bpO9?j*4)vY>?8KVr4r*`|N@`#RNv945 z)7j!I&RLM{)C)YVmdL3WW&Gn|vz2{sqSk#X*HnMYGfb~4yMB|^y#*%7j4o82LM zIHeSI$o?^LO095!xa4Jy^^`k79ReyZyTTE^K+KYT^6Ui3TTKJs!OZ|l*_7N2Ndb=< z>!!PA_IA%T%J1-$QOUa9^M;CZui56mL&bT(RK@uhwow>ejvNLuJGcXu3%pu|k-U0K zcQE@^7~Qp8t1xZ@-@z{^oU$tU1t)C_tH+u0y;dUdYAccCZ9$9f?%k(t z0k4)8$=kxV_~zb_*RG9`0BdcFC4yN^96h$paEB0O>>6Mxbc76$sBz`vXlLIJt{hOR zl9DSYDd15P5g@sL+|%t45eS;HDMbV-3xv`k?9`63@?*ED8)n6^8zg{1a<LM!?S)gp35~u0#X*%3|Rsgq=Kxo{_@Mwu*ch}L;sl@GX!|b#|Bx!b5cwy zIu2g5-C(X?4*`{!jgG??h*|1LtG-v2_&xVXtA$i{_DHLJh4}q6vBk^2X_fcq%ne=< zrZRlpZ10NRA&RNp3+~nOPUYO)3kFf?+1(4~4I-E7GSB*}v-N(KUj<6(*e+A0fJZ7e z#TyGGgNysj+}N~$Q$98}Egq9@(yfv?m2-IIx5@%gdBv@=c!8LudbBvrQErb`WI3`u znkG3)O&{a&_$<1uDR=rmu3DhHZK1zcx#nLan*I&-V^ zHsAt!ojuNmc3n8z9syKsk0b#Mk|EA)xW@V|G8fvNpxGf#fv0?;5T|%fv{I4i+3b7- zw_z7db0bj)ri5%H>K+oCqz40=_yVzP4<=aE)~a$qB{gzBTh11CaFjc8W+bIyN6sPx zB$6FU6a!>CkF`6+7&#B%LwwSUucMs5*{udZs)5LhlLRnGwwm>1HJ;ASkPz97*0Nho zfv0?;R#QB$Z8h}Td}0sfX15vzQ$kUzagv~<)Vu~FMP_5e?A&<`kEVR=yoP^D>PdQf zoBTf8)4RKGBTvs)*d!g=xvXv*bIGn61*@(aC#kM#^qoCbjYF%h8uyf{CKb?QOKfj7 z>rJCDF*l$u;FOXL=!?g7jl6ivswuaT2YAZLHuB&((MokjcV{Rk$>7yWpd0U+HSW)l{vgrmAU6cD;4yEJ7!%?)6Wh11xm@-pkJlb z@>t-q=socus00s|0v@UEbK0jja6mH3ACX^89xqW%{&{UR9X(o&Y{;2iO$=479+3j| zq~aSK)V9Ww8{ZI+aBnePJ zDtf|){nhx~T0m~}P8h@~ZRE;tcN?Zaq3OFTX+imff>L@iZz+2@6S-HWK15-YBVBj7So0O}a&nAz` zXSQ-(tw&Qn*46r_L?~Hhj?jKwt(WP>Dp8dc((0-V=>+yRmZOXT1Xf*TP7>IpM)ugQ zVcJ&i&>A?(!H(<+AL3Jy3Le|4$&FM9ND0_Tg(cK6SnTNns5yYD8IXiJ262APY#kJt zH6tC61Tc6vu`TSY9^7AVaN0+bCLF1V*PU-=?hGr#s(#)wo5RYl5!d&(;)q@>jJY!t8MPS5&a%}&osq?W9p<=}L5 zwx1yBE5WL+Ae93(qyiGZ92D*s&J9Q$n3AypiF;UQxwtpz(r{!ak8>?ou__hg5Vf1TaVi zhl|l*j7}Rpi1BQ>@q7WNY;15?JSKxptqc}#*{~>gWiY@~R(8!jcuurZo3ioRY%%OD zSJ0`QS<2m%Z4i~3-IQ(Ks3&)VYhe(;oX%!nnySnv7a%6c1#b|!-zGZ$1yY$YIYjEK zUVngNy=&aYJ?i1coMD;qf6j~on#E`_E}C$l`7BaZ2rdK$hBgHa2%rU7(bU-TRc!S8L&O9wJx$enX`^r7@WFeKFJ@aH=A%1DY zN6Ojxeu87v0bwbl*ziRTsHFW9ztZd5pz&nD-iax(ke0cQxPyzGE8e1Wu;4i$wNc1ReP zkRK{~JmnRKivD>$trdcTvZuZ)uzP^NC^@o10<5c8hvW} zu_$}JDWj-u7td=AW%<>f4&N*Ysk)9>MqM4z z3wx>~hN`Y3kpdp6xB_#ct9XGlx8qbSWn$wBCkIqglWzKoRZ8xpn*&oacGAr~Br8c7 zuX`uHLonBP13cwqjW>8sv{F4l@S0UrZVwOwDlyxWhc6JbR0QqbtGLuGH-fg1%Fag6 z_7&on${Jwbw93oP8W3SBLz^`qdWR^c9CyXVX1R{rTxn({~% zH780Ta;cKbB5e>+ZDjW;m^Vlmgt*ii2KFxT9T>Qa#AB13@-5h@XdByf~AC_j!or&O44yfxo5ItL7#jka$J&qCaH

      B|ltwhIB2vI3>8be*+tji> zwO}cesLxV4^;AZqD8Sf(3Sp(FupCfHjtjq9(<@dj+2cY5Q!>%G&`GLegT_7_Mm>5q z8wIOo<0OGiGPGFPp?h{{v2sgEQD^~th)?>D_E7SkeKa%8A{ni{#T@cN3u1ok4&{?x2E-xGKg9e@F70gn$}0w$z``D04af} zHIW1`NV?kf(Q45jSmVuhZVIMMB3J7qflX@TCu#r-FWGrl6uniVMh)5 z_Ti43$M(Ue&6DGV^%-SPE8WDJJx(a_R436mp?F@amGeFILFb7+2>5k2`=CGXKa6$| zWZSHQRokqS)W8OVOS|)J7d8ZzWW$oc=H=Y!LO`GB|z<|NPwRA`jgr8q!&*#(iOC)nRLjh?&s)11B3lcAwy906f!*^2C3mc zJ-7W@?zoqcv>NR2Uu1wpDk7AOK)q#YDk3)`3;~srjR?aRYAa|QrFP72!vInyQ5z-+ z&`r{V*%UX~9&D!4BM&ws*{LuLo%|3^)_SqrPQ-yJ4;zNLhr}iohT)yFFDJvPT@K9+ z!#tYuv0<2h+CWHV+)S{(10g|65mH&uP--CrtmUQN(bBHaEJ zBTV}s=klGT$#L?PW^#j>ZE(Aj17d^bNaj|W8|=MWf!IV2GPfkR?`j<^o2nIW5V_QV zel?rmIG|~sxdVEEQeD{ry-ER(WTY{h+a;CkZUjKeA?ij*0vIIwc?_qmAJ6XR2}wCb z{XEM6iKGX|sq7_AW?CZI4%4A2naG2?r=*qCDjX&mgpdt^a#!IBIHhD);flw^>1V02 z(gHWOoZ!^zqT+V6PjiP(5vcNe!;Yk)mxyK3q8DR(jyv0;0i65>eXN`(Az-`?h3t<8u${u8a1q~_3ogCby5wG0X3v%gjS372t&;Cc=j}R zMkv73da*M?!E>UO99I;ytctS76#<|Ui^dhf3-!jk#tx@&Cq#a&0V!d;Bm?S6_Kpj@ zU=@?yJ2I5ghT8fB|iRP}}D3TEHnK z8-^B-NlB?wNb4y%D@sCBUf9k(g%n{bJ9`Q#dZ*6z&-;^gwBC|y`vRqeZ2zTFpsLhz z+IcACCdDsrz$pMvARCQjS#?H1%hEgJtRf-hwNDT}goQ|TsWVs#0qKk;yG$BMar0yxUR`U%3XsS8d& zX}Y}Jx?rTrx)2#4@lrgyf!4VkMaS8H-!>{x5EcET%w9O;s-pK0s*U=C(_a6`E`_%) zdWd9;9zLn;uEG~~G(!WWG}JMeM-4m%(PbB{n?oTCP$?cH1(j0r+2&)bkk*4Pi=|A| zXWM5DD#2+i(>8WcNpY~NR5c`}UL|;AZz>_IluB3*sFb>~LTgyJ-Iq!Lm9i3&Qm+!c zu{V_vR!Su-r&c9{Q8eqBZzTkkPzg(^RSCVZFO@J>LM0*xR7ydHx02YEAtvYt77eJ-#gQS2*O}#vvpM7Z5u|vHOR;pfD4ycqS zIla#v(JNLdttUAnFeRgtoYBL2#T-v&(Uo!eieapTVnj}@V)&JPDMr8&icv|mmV1mf zcVjU5mP=5|B=#sQrPgxk4XczLDu}RB6~uCCD`+1#pL^pJutWu^B(Nz>HAeteHLa(b zV>IQXQ_b;HYD(#V4Kp&vVDdX;ASsc!Lnaxu=7JYKv^fy-&4sZN<|1^9%g5tQ0X z?C4lZljUBrO4+G`E;(bVs36Dzm0FcpCOfIb5vfoK^GJJ?X_OK--=hF2;ZaCNtupY! zzLY^w3Hx9v;8EIf;(c&&#e=cd);mrr0F{&OIH`DnG*sH*TJfG$RO=nCRfx(>x8GL1 zQSbLSi>%RDezOWQ(#Fk7UZMQ>LD7^? z96vZ&AXHka_EoAcSp~ITsxHAPC0(j6Jtpf(dmx%t4HcB{fqu(WCk%O>bB$$#2q(r5cHww8*Jf31$D-Q`G<}RW&39 zJksO)axUc^R6^NAQYxWm^-YGR-9wG!HyI!)jkw8>jM{qP8TXJyev=`nM7^+-+Iqo$ z(r7zoe!VbOqFzJ}sHA%ze#JJM{N6{vluX?FsH9rOl-G>&6%(!+$8FfJ8<+bXgybjV z>B#|Qy2ZckGH&~RCx%nyxPB*oO!oU+yp|m=CjX}GIyL}Q?hj-Qn-C$XbbcDY&nEGO z%&pH)I~0|v=cnDTB>4GK5#x28-?lDev7Ymo7LqU_?1d^}w#z!qk>Y7CzHV>K77{R zmnw>u(D_n_jUtwPX`J=4eJuhZszt)A78Z?#GKBdtkTaPx8T*ud4IadWYwv3WBr+LA zMiI;1#q=aPmEXP<5`;>0t)5XUO>}CvFt#_*=_8fpOcaQaRJtjzKRcLC56}n~xIAe* zIQaP1-O;C?U$VVb>zndYsLJX4Udr~AKKi>*`pEUFN(oZ7p>$<7J^y(6;hrfuRHr5P zcMD4Ut~jA^$!p2|-Gb7-D^4gB73cmYNvQ%VgqF<$cyVMyf&93VgyyYez4t z$UV~Yl^M{3w088OO5GzpU$Fr_X_fD7Q@IsYdwU;ME4W&*k5R>{BN;X{)n4G+U`B8u zEonv-yl0x;odh(cqFd68Dtpf~eT4@!rP2?!t#qpLNSF8aRpo;1+>GlnM31cqMq1n} zL9fHeL2pGcaGl|d`d$bY*iM7RFVtW@+NO$+7o0x(Xo@qX{gs`^{p&vJITD~$FGN3Y z&38Q?_E)3c-;Zx3!10ZKCcc*%^}Fs*SGXQwSUqI?%g*X8;VWA+cx+8GYD{~l=^K<8 zQ2t_jZ8}F0g%|(2KYbPwT+=Fkp{may8~M<`16kiEc}FFlG=pqp0)Gdx-UvKd>6coN z4ZL0GTlYw|kl@Uq_=U{i_uJd-@X@q?hRLGMOASfvvVlNkgF6!N_QnLn)@leyHJO3c4g>_vX+W`IKZ&VEssdY!hDhdAV;Qwf zsFZg?Yf(Cy{t>2UKfQPVrlHe1??g4GlKD2{r(G;AC!s!-soY#oR^!uAe|VWv;;hCq zyLlqh5!6din$K3q2I=>!9fCqqAkbe8PH!PoP1L;ZsO9aCn{R{# zH))CWb_czY*ND3N-R#a|x<;T9ps20LMD@29GQI;3oa9zyq6*s!8DCd{!z^94Wty_8 z^u9~q7}Zzn%eET8wc;*N#f36agY9@mRk>fDzD_Mq=>gmEjB0tmJbiUrp3*!^8>{20 zxfV@Aw%%A>0jTx+Ey6~fmU3K`J~=xY4Tsp2WO}DtyE@iu4p#a6!2dw35;Km4U-oZ* z+_%Isr}e6lmD>|W8t8r4)E`~{>-EX3zqgOT5HD~J0{v`$Ngs^_lo>+Y~m?+2z^ZjaAFQthd!;Nt3w11rLROkA5;`Sq&?(o z?&XhL6dPDy6q_FoQuVuHGuu9#(=qjM=5c3i9yhRFRr3R@>hO}a#rUHYIi6P2l9May zF*3bmUD(j~a>SS_GU_glDzfP&xSLvkoPPnf={`@9;lI6Z%q&ta&!+Qu_5p2)|Ym0vAcKYj!M3x6+3|Y zV&}Q2*!|PcQ2e|ZgP#_&V$HYpPKv9G$-1f*(U@a8cFfk#1@&)OGR9gG4NRV>CCxxZ zTjEA5KTpXMJ1hR}m|4+KAP1fg@}CkuM{bnfPeN{!%#B=^x`Q<`D23B_B1+4_<~IC(Q7q;452Ksg7#;GSn$}dLZ*b-wB53F6=$X5Mhr*|)jx0lB)QBBh zVl#KDCAv9NYAQyx<=7INno>)2wPdhU4RRu`B%?c3iH$7&GSg80{vx4uyky^kG4}oU zBQ}o#2b8`L{KSeo7LVIePGE2Ssq%)5TQedLxWxdq&$X1KwPSZqr&e;3NXJd)?wno% zD1DZd)`W@0fDTENn{`ERRLIv4j#&%>4qps{pST#L^pgvokxw>p%{pd3*-}97^X)Gz zH>HtU=#lj?8z~15nNNc(F-7U<1D&cEd3dEO<5koio8YU4e8dc)jWL z`lt6l`S|wa_c#Alcnfk4F?8TU-tz$y39}q$0^mmZ2i|FNf44sq%5ofMUBHm`LdZqh zere>ofVlJN?VI;Lx<0va^Zidhoc!+Eog24qswDi+j4VHh1**Tv#)@ok`+*vVwP_AbD`qcUSf_6UDf6{IZ`b!AUX5j-xvG0c&KOZkay+F8TrlO8 zSOQsL`SAquv|6rd%t5oLE$zsZ*^uMM>jU>XV@}d(EzU(ytE>36o1Dct3lzGZnUZ^q zISxs;S$SSif=x<#&1`ZmH?NLPw+P&)Tl6#Q9Bj$UM^wS4JDPx2r4KnRxB$g4)+k8`np+v5y#re)ogENL-!%In7$%zO>0Lvavj_iJA>|y{<#p zn19JMh7)PRO<;#v)e|zy;Dv$TX$&;tu&JMpF_q>&lj&u#T9u2*!%nNec#>9kNA{=$sZGjY*4c`&UoWenAVH-;_3sC?ksZ<$SxVE~xqaA1>Y&Z(O{sIBe?uyet*P zq?}(|b{6hOPbPDF1;F?p`fTov%&G8UUMf87wS4hpELWtk_FLXs6@e{G?SAH4J{s0l zkdNK{C^p#i`b>qeF^S_l4^q|B!pJ3coUsgN(PzzY8}+wiMF8)&F7Syr?CqTJF#b^C`H zqW#xs{Q#H3`2lDE!gsbWeTM(mNB$>BF<^>-CR@|7t$kh65O3&Ks5(vg%s0 zRXi5&H0k{4CdG8H=hgUkE?enYbazv-Q>fFP<7bh<=(ETOVykW?XVHDy6)`Io)vCN* z*CSWaJIjg&^%xkE#i)D<9exJ zPxGjQt%ve&(ADFc$J5{WA@0XkUpm^=)6D~0Uef|d|KIy$n7xA=q^ncmTx@V}&sVpL zN2d7y7+cgjNTB@Xi29Jmphbk+qudl1Wdsx+LL1!}9Kz_UiTA}=qR6^Chi6J?-Q99? z-OZSL?A#tNuMXjc#Xl4lcM2ujt({YLfxJ^yYqL1!Y@8XUfF&;q+9bhVta6kdPjE=# z1&6qmb`tb-1w9cgU`_`2z^X2 z<&C?B2(sev-sE06tu}nr+_d3%y@}$11+S?9E?R@rvLr!n|+$Tr?z+X@m1_#pHhw292I~d(_6D z=7-DOa`Auv{Hiy@|IYa`I0f>N8`O2UHsBnIK8~R>A`hhpGPb67=^WZUF z1K9Q%c9r|=XhXX`O4!+~{;VxoWZPH$`jVNnwFEf&5_~1@v4@39=i9{d0lQ{r}e&H&D1A*av);i$%6j)+d0IYNSM-wOem7riPsyE5Yvl9o z#Qj>z_fAF+QVt;W7HK79(O_{zx}W~R@S>02gBF29=`)^-^bHR3J%sNWXcNZV?U0;Q ztHonqZbZo*J;*bzxTwjVQ-P8=f3hPGuUVEuv)7QLBQU_TwILlPY^Tq4nw8nS1w&c_tt&=O(7rqOl&07BT+><6(lk!{xbA<;g@RMbZ_ zX%o7ca?TGON(5Wp@FgzPKsF4nnfKT*xq44z&FD4relA$j_%s4bSP2<3=`=#2}0-i4leK-4ep(u%#M|!ACsHgsxM0!Ckpjw~kB4THC>ISd zPyd_twC!AdxUgz>q(bSz>1L5$a+vwnKs3(0!7cB-cDsJW%Mvz^-twM6>-{j1)T1VB%i$BY z{e=td;BqPwfi~+tI`yCOkU0`PdO5Y52f|;D*h&20QSk$RPWBBC2W+{hjQ%fAbrW(>5w}N-9}G~=NL*D%23AbFqDGE8_FQc&>FeJ zP}+Ja%5sjOgrN*&+zvx2NO}-*a+E=op*3-gj)0-e14BipKP9HQgfvyyH$Sk70p zRg$KI#p0sc(D{1WV&L|gOV4)tjY9`8AeDaN%l!eG?6Pt}7c7k}D~u7Bl^VB;a(q3! zpw!oto%QfyOY0EA%#7k$gT%$tA(Nrs)Q$PY!^?6boAZB6Z_XVGcwhDz4s0U+wj$or zTJB~(i&j{En@ru{fc#aEH@|ZQ`IbRXZ%k2wi}e1d40Zd#ipcA+5TDHYzQ^*bG z={fB{qMQaYv3^xs92Mwar5oE6=jXkht}uViB9m?2uXEUZi}ylHSGRZCIBE$+PNo}2 z2uMtC9Ai>SYU3zCb|dM=F$CzmaW!fe-`K*l%^h86xZO>n8~@U)W`hGu zebsD!@1>7!@XMxeuIY>D-IcPP)<<{8X45y9#76Y)x>$Xq+P*%!J3IXV_lKYIJwgxZ z0#8xC({EJk#6{+uppJFMgy1`Du_07F37q|YJ_V1QUZi#Xs5E+*O!Xnpu-PA+vj z$Kq zZ|22tb#pSkPG|sr zR!pn2IAPP*344&C_xs&?8x4mhZ9LUIO41VOaMEJBdr$$mx|H+Xqo^d%VU^5$Xj)!< z_9Rq(c8E%1CY8-q8qGx$zA$n3CwhhVv!?(Ig>-u(Du^`;>FDmUI0i3Rm#6bpJqV-5 zmH!ml@_VcB?bR z*V~i@pI|o^_tK9Tq)@?#Z}*59EGpB>a{A!(Ln<`&ziw_e(aOxYqGG{A_Fo%C+ltQB zuDf^OEOuWt{}LrVzjtWxPTPOE^S^QL(1thvV$piDS(v%4==P&o)F8+g6v6KyB`mVzcREYha zPG!MOLc0g@lnG5_x}OFq$1JHXG3GzNE9J=krCmIlZ|eH_NpAbT$8cFDr7s`_cx7{Ffvn zsq7xsG(f+nH|BQL{av~Kgs%O65ZybPKdk8{fZEqIGb!$NXE%WLf%MfC|1C;IzB}83 zhRWETZAI;`oy`|?z??4Obiyb6#)2#q`L(l$0anDdv*!yorh9PNe&|ZMKOQ~3q*o$J z!>atjELU>RGuY zUGFEmIcHt9i2q%2}t+R{F7yO4iykpLwFi_>b(_Z$AladwVGJq%yLq zdz{h`ZtB~}n&FnPCx4vM1rJMJiCIbOa1U5tnsE9NFA39|H$v(79#Dcq=d%qN2^{W9 z9LDeIg|BEqeSB9ELPOlsAR=kqV>zD@?)%&2(p~k%^ZMT~|oUdlpL&1I{wbhBhpyF#@g=8W%YCG#0mGEl6Sj>fv08H zYx6U=%W4bp84cyD{Yvg!PToT7QNWBX#Qs+%ep6+^d`Ay{mlL|rSeX6K$;saWf&Mil zeH*|EzTc%_QJ(K6+spa6OoR_}g|v9k^G&Iz4ew2uRVDRgCkz4E3BwGOFlrO!84@n? z;w5jQY;nMkO_c5LO#g$feA(15g6NF-U2et%fDrU8nKMCz-mG~PrA&6#5RjcU%s^?Q z8!ozH?!mHH9jD=vU{K;4E*WSSltne=Z779&Lo~ghG&oT~X?|z=H&j81`i);E7mVc+ zgwLTM5F#<1D5ecv`Zncl)!WNrUCJrO&1BjL4H~`<4N)iyQd>FCnn>=bf>e~el~ch% z61H-xVAk}V?nK&EqDjA&pFq0`N?wl>hd4-t?o0RNB-znk5}_cyFZD2>_kF4VnYmS8 zI;DEag+x#%_oW^M%;-z~uT1>CIOV4_oGE#?0AHFXyVL8bX)m!L;;Sz8Wf)6Qb#fY= zz)h}`1OQUhNk$|lb&z99ui?m~PCm#{Lx2qjIUFkSsZ%P`axN!Hze-M8LI4|1snnQ6 zrs@*C_cmYg)+kya6vZjIE`>-SM_md-?D9-^gO}R}a*JVlc?Jr|eR=lSWW8!`rwE+P z`DK~tEzRWSHb#RGG`Df6UBSGdZMC?PO-p(O6Ic-AE0_qgi~Z$(C6_|qeq|U(5V3KLN_@InSBw2} z#rNP&Wgezi>i`MtzFG$%9U_)AGpjFFmBWS%5iL?Iq77jYYTnN`y3#U?Nc-e@KR`f@ z6Z#&RSkmO4P83ftB?B5~Susob0vi$(R28bRLI zvX+Mkb5+Kmrph=Ht5p6(SVVERTY931Ujw6ZO-q9A<#Ca-$^OIvaHz(CfPu)YUUxCB z{B7vk8(k37yO;ymbOcrf+(2G)D+>zBm69}XP z9W)~otGb?uI+1t=nS8U1!vN=tn7KM!qEwD(7o9eZ?&N4B*{K%*fgFzLAb^bC|HznI zR*@Gxeb7q?VD*Du#w3IFM7COeCK|vTvdxASSV#+bafSwMjv zdz(cN>(IWLYE2q0WG9+Fmjw#g{an^#+r*pAv?}FZm<(cv5)%WPh_xpsx^pYt6VqI{ zy`yRlBMT0 zlv*y8Xc!r<>!y#tBQ!|z^O`7>)5#P>L+|3Mm@m}EgDgQInidp>vLHP$B-MP{!6-}V z14DrYF@9hu!a8fVQFgLwwkR`LXyu~ZmKC*_SO-5|@#er)yke5P3nBtTT3|6T3gpDl z{`^g~mHw!7UmQb#**i9CRI?n=Jp1(er#G&BsGKY5Gm^yuvTz7z`*lDsd)io*KzRE}dB`iu;$S!0En*9%ShA?xdcWoNsF9XI(wD zXnM?xZb22QlXrghLPItV5%fl7-F6esEAtp}71Jr5+Mle;=$J-c6K(@TGtTWpv#Fpv zrRiz(3v$?FP~DW0W2AHkw3X5wQ8}gcP^B(X^>!fM$0?Mi4^<=>wE3Zm3}iKS|3tpX zDrSwfxa`~|)E zNLSj5F>L}*awr!7$^3;HXyrKX9rDQ9~+|4#dqg{Y5`cYhd&5cX|2DUBE`PEXF8 zh+AsjX_zFGrBBXdILN~8ueR)YHqvDGy&N^V1v#(pbwJSJ-Ke!p$3P0yAzh~vjoR6w z*iNX0nMG^N$%k~iP@xTnbh~2pG#}kAjm+jl079N1Wq%%;2X|_yn^q5pyX-560O|^VBDcSJ$Y?F2nPva8xRI_QfSu- z*HFZYPJiZ2sT(Y)d9L|^`R!h$T&{PIX&)wCjv$)Fyj~CMIP1jRs~Mme^fsHZB*Y>j@DQ|t}Zn`;ivMr;@ZQk%FgoBoF_!9=RCVTiXUr%Yqy;zh}nJjt3j{psd z!r?~{+LK6Ki*K2U6u?=D6a=#-b%B-3R@#e)*@zp<(|B#Y+wcB6haCw~AhBArg?jvnfbCiKhXTyA{H zbN+NeLv83r?TX5}e{K3&^cVHrc#~?sTkm(45tA$r%t1V`=%;~S=AiG`JiVQp#}f5M z$qTy8g9be8B#y>g>D#$&Pzd*%&h1F7()MN7SHRbOQaPh4xu{p{ZRpFk zBeG(Y4Rm{1vx`c)iGPJ8ScMCDz^ zo2w`_^Tw_QDrAOZS0fe+wFgR+=Mx_6(#@)J&s^RZAcTXoaG(?hvnG2TxwjnVts}>f z&=#&E$5B|HJ*7iTqwM8P=>#5>g;P2a&ayh%7gv4F@|M}YNJK~z?Td^tC~mtd*4xYI z{)$oJJYu&vAA`kpRs!0yP*2fimzG@#8aT*`DnS#>n(T2TGMx@k(P1BX&^B)zDFLA? z97oCsgQ>OO7SVITqf)De>rO4lMyX}HmRDDJ`b10;@?6Ue7S#A%dpu-n!Z>;CwdgvE zeoHxTExHARm~bt+4eTyPZ5(nI$m6ql#Yh4g#YjeAWp;BF#@k2R#PeE&2oc)C<|>NO zor&w}AwP$;DMsD^RgZ33Fe4M&KvtvAQgW%Q4=T~2zkwlI`dP|;aH#cXDf=U{dV9~2 zQg3ved3%mJkfA%=bJP)YNc6fa9{6D~J8)(1Fh;aO?i8(JvS{1mrsg_%9yf-8oY3P| zqZ7A2c)=xuL)Ek<{oq9i1r7crPZ-2$U^l-V8@ThD-xds7!sfRPWHst$z`E*l99l*3 zb9-Nw&gl}_U3@w6zh=#_1{k3GCxO3W;0rd!9{2KxjqhG`w0YxRfd`@CxL1U;EPFaA zqNyU7Hyu=%kQYt|Rh<4pX>3i%FO&|fqfmm063m{Qvhd?CtQe@!7fw!%Se$J3-U%bg z^7c-M1Tv%43PUX!Vb5KGP-~vi?VrwJ)m@t zuexv0qE97731r7hzUr7=w)M?aM;diRiSU0;`9 zRC8%{#xy}ALQXSH&@ot?%7s~Z@g6;CA`&Dy7XTu2!6Or^T5q0}pYQ1=mH13n@_KWN z18$rPYky~>)zQ{jbYDX9(N+QgA&#~(A~C6x!|LkD_R2>RAIw4=D4%X9b{#qInY#7%J{OtM}#9rKHVIx3Os=}m_N0VNvn z8IXz9s8P|Ty$ln#zV8)UM@3LsPsXUkr&`)_BRj6-#)tsGg~o^xiAi-J^t*h@BDn)$ z1aP4PsWFL6HR}{WSGmOZCrXXKK8e!`eY$@lj$qYsSAExXzCXuNrI|nQ_!ouV!yTbq> zrtHA&qTEY|Ru<*n?{^9)3707KG=N^Qrae8pKTw#OJ`HGrV6UGBv;nL@P3X@TRdf+x z@`S#I04pZ+4wd+HE5Us9mYedkr?(OT64-q!5rnYOx+KR7`^heob3y>AFUgE)lSNDV z8D!0ZenaM#^9{?QwfqdS%9r1Uj4(~hXychEw&`Sq5G5mH5}7Wjn=*2#r599&hze?r zN_@I%(o^P>* zc~~HQ=-S|b-49)x-#h8g_UGqOvzSHia5O#e$$DLj=#|`&1)C5+>1z>Vn%PVNdNC(G zn>|dF&HiWRR-0nZ_p9kC{}1mUr4@8Oizy6G-V|dYLJ>B_STR_f+9n!BjJK&IZxhvc z5Qc4{I=mylD9z~bsvId~v;Ir@ohd>Eu%w1|am{Fpm*| zQ$_ddT#_#7#4$Y&DN0a!zaAh#i|^Ni5Eh}^Y>x0*F+G1MGbg>xZh;`dx7lq#uYye} zmz%N`5Rk2a87K|(+_P4AC0C!)=bk_Tx1W1@Y$8@ir|Ocjpp}wh6Ia#bqf-(KB5-s{ zhH)DFUA#J5N7$vT~BB;#CvN2KmzclFsZiXEXC#g4HldGsiW%jDIvkj#0_ zF~fk`kCGa6;{J^)XOB*4L|Ja;OS-q5R@rGM?W4yNx9nD5IOcw!A}5>a|C3zY4kv>C zcTwsN|BzGnpOY+f_g>QOe;O#yw`;CrqE?khHPc{&t-mfIPGT*z)%? zEXNif)9{NYV0gp_yMKAG-O=}K_CF4pO;z)(TFj?-PyX~eb%wXg-DNfVeJQj0Y^=q- zR511>$)9CG#cwt5K3eUbyagduV?p>M=fOXv=E05mlCJNk?Q`_>c60`GdhAS)T(IF~ z`70ao>kK1qJf<5b=h6W*c>)H22jZV6@t&E44|d6MvAj`x9^Zc)m!8pGat{%tzYubh z_Q6IghP=sJ`RF>*w)lwdc66gP%m+(eHIlwiAZjdfIc)n3 zJbDAs#R?0**%i(vevn*&=rF)^cYD6NT|DY&A08aNI+>g>@9X!?P&O{P^}D}6o6<86 zz1esC@@bPc<3%tIp3*1ryg^**R#rrzA)_Q^*ADf-9JCn zZmD#fwfj}ok*h+Wu(JOY$273>z*zwm{ol*d@ z+eE9JN6+4fEG>JZkJ;KAsm<8MzSztrTkg23vjw>*s=XZ1&yU@LS&Xpz*N0VN3n8o1 zx}+zxXwzuP3kfs7QS;>Rc$_F+x{WdwsoGQq<44zn=)l8sFE_BR009_OQb`vW4F*s%Z~&w_#vvnu4K&D09KCATSiJ7`MqU{yU_ z(Y0pLIQg?<*JP6tY4DrFs_1 z>I9N)>U4|o`f&156NiD+$59jD5~VtwbTO69eDdie0st9KCov*1sk>34i`Ji4tU`9MGo0i$qo#i5!B7;Q#RPrz~$B_JUZliK*qPiWArve+;D zf@t^}6pLICPQm-3`XuHR2>4ZqWuV2AI6kaz_!K_K$3GQOiQ&dZGk8G(u z?0VlX`Fia>WGKa*;C(TB67p(Jn^WCxRFS=z2^qjy2^j=;CM2EODt146kM4%w(Y=*) z&2%}PZ{v%lvl6lkStn#yOct%S#&XKjAr+oWm$V8`o7m_nvYB)sByWxF0EJX+jqQlU zD%DNmKCY$iMrw~0fk72+5|08|jk*_r}R- zPU)SqKaTD@=lZTebr|51?xdt;n8`z$oK*7Ji{!%q5(@_7Fn|nWi`AhJzQxJXk$fa0 z0D=e{3JC&Of!d;eSr%8+kVc!pleefhFkr_P_2y^hR->d#>J{Z4z2s3+4FOJ!k{qgO zEAdrS|K#P)>9%^9$X5Teozp&aCWpG|Io$$9Io$@Z0yVC`Ji-;54g!<(C@k%@y{hkXL9#ta?)v}&8`1Z9WHMA8r=2eg`QC2wIdMh+ zACA-3m_();Tk3GiN0TCI0+Jh`1_rcfY@44sN7bom7doxRo|ZVX?e9#l&S1LW zO*z|7<=ia!3}%P~2{?lphV+Qomg;5dOc4&r5&;f7B|2X0&JfWe#Uk1eP6^fZ&UtsU zXi1Wrtr`Nf=z1M0@#)IVCnKV*0qK?7fq>IjZXgq@F7v!1v|KMrc`PdVsD8a(Q{#Z! zm-!aoG`e1p`b;Eqy3r0KG8)Lls?OPvSbA$9@H!NWi)u69T`sqihs9_?dH1CVk39Sh;)%p`MWQP<~y-3x3I-3IzwfaQUcU)}*G>6pQC~X6hzS zrz0@v!E`zbWHsu&V~Rts-Ikkj<-9qisq0SaG`|xT3h~}?XEfGoRaM#{`31R3M0Lrj zs=$GowyJvk4tkm!Y~qJLbLfGi=siBs>w&=*Cv%1I=>r1~19Cqw@IQ0PtEa^%pXz3z zSUfBqZ_Of-{Ir;j2~~Jn%#Onnb?>pAE~?SJhXa8K-+KU=Sd|xOzIFTBM4lvjfjkO$ z;RW))vblOpx*dBf6V2%T^>BVn%9uo^M*D z(T$QBnMx3GrZOt=DM#^V^WEvS9UY@MqYc)gekOY?1r+$7Yq5!4t%30;_otirdiMcc z!JwYEOkM-ics{oy780Xg7-~PhUEdxeQsZW7-yWm+65xb@fn=!p9e+s9%!mY~VOINlC;j|_?z%Ywy~EM;z$fd?W}{w@ zJEzNcMA~OH8x0ghywPSr6U51&RvqGC${+G^gYn5K8_fCx;XyM7`N&j*7zhqP7HZG2&-|U8h7>WzqAt<%PWKBza3f z2PiaROF%~?R;m0db=>-ds?~cY`&ASil)Xge)45#FK}yuDm_OxQlm$6?R@}gV8MET% zXHErkSXFad+hDSWRUsOb;NiwbiRU6gX5HGa_S@)Lv#h%1a3CV6TfirJv!8fa%;gGw zR-3{opbq+p8k>k!pZ%biZ|PlmW3fKD&lXUSfIeFUae+{i@&}trULKjeP{ase#iYE( zv{L)Q?owZ%nVi}lMW(j@m911eF&9(0UYop;kN`l3otTVBOv>-DprtT*FJAJLv4#K} z{0)R~5hjtT z28eHoFt!LKH$W{8h|vJGzcan^YAp0qvdLZzhXGo6HGoT$%9~FYhSJ)}>GZN9Z4YEW zo$Sqzz#szN{3wtUKzSXaICO!47}_Lz9W)*^Vdt$5XIW|slaE$KM|F}nwgf;Bf-Ouz z04q?g2OqwvqS}z`dI*uA0j`HIghlAu;mS(bBiPcL4YihH3KP76MPgG3a4&dHqprw ze2E1enBdE>zLEhcGC^`nh6giCh7V*lY9mNtdRfo1Ycx*Hc7 zF_Z3&*H@6^2U>FrGT}gutksN9sinrgP)osaYo9#!6;Kd?v9AbX9coI57>n70Zg`l| zv{$q*$x}iF2R&G7SHY}FJrAH_#YvR>Jb;A=Wq2OIioxR4>@kQ~9|{!dl{|Zl(I5)5 z$2gP)b@h>p?QSbyhtBOIYa|GfeWc?c5o$i~mF`7yB+us?7|>%r-~8O0BYUd^XXl7V zvvb6UvLN+bLL(P~;^Le9T!H}zS$HnNh``Fa#uAJDM3>#%9>aq{ksM3-KvvV$2D)=U zqTuAVfes2vWE%(;($UohQjE>~5oMN~<>j`4Egba7Hn0umwCS1>AQnF%AQC8dN)X^d zm7Ed;;eACL(ew*qxkWn!gfLmO!w3f?7+pmrSKvk_7~}ONSj|WI*wtOo!M5FeGK=<; z=Qd6a8YIc?q6y`6>YCK45|ulGW+2FrBj}o;N5MKCdgUr$AX7ojKnl8gtIy?NC%3oy z+@G(Ny%nJoch~%3yQnVW8D;ML0a!=_Ie+jxB&BQQpu2+Hkwc9H8FJ*{I7mcSmsCfH zJIdTH$%8?P?2>#S=Z;#(K}YK1PnOLuF#QQ|jmmAtWB3J_R z`$M$9zdBn_rT;M9-(O?ELhtW)xMZJR{Hi2h`r=pR9hH9Zix7!PFMd@Q@5+OG>5E?s z0n_~ASB=`mCnqdfe12Uj;Hw|LGD^zDd!nvnl$4A2U|myE2$PJ{1GVacj?~37vh;zP zhXJi0sQI6nTX(WPRGORK$u>A(_nmC>JJajIS#>epFSq+;Y<>FREI@(;KR63QScFki z)gU#arZNVIo0?kV5~ZG>R2O``l)4`-eRj|Sf!xne+5k4XQvvOG6$L$80RhJa9jd1y{~-CjM0=gwQ#lMUqo)EcQL0uN zF3GrmPHv@J98jZ`ZhvQs)c^s(+6S9FKnRf_0Rx0Eghi-v^|Fv#Rg%Zm1OQ5ms~M4) z)ImY|eZJgFFL?5aYk+_e2L(Mcv8vJTvW!l&C69I)0el$k)|f=5%Wz3sFXT?d^fFvy zfY6s=hf9>I<6D;7%Ztri`jL`bO^*UvbbS6-yWm9UAkzy@a}3fK9Cr#*7aY2xZ+yXV zAW^{qG9|3)^`gshl6$@8W*qc-glCq|_`37-@<|9$`D9G9uvAwi)k3-HCB3i!B`Pc) zn}~H5Qs8Vpw(dKSC<}p1tm=}-<$8NM-EZiO{f=MruBNo5e>Pc`%W5Mx3?|=A*oO># zxa6@fCg+iIi1G)svc7h4TJ59D{*xV|F&f0dAsUCWpudSvZq$)BbGjp>KN0Vyp5N#J zhRnZor#N~dvSPI&!ST!GdiU74ggtphA_9XltVl$G-D<9=44&TP{}m&gJT)yC)I8;o zDJ|5}I4hKwD*ouRcmChM_|j)TrT_VJ^3u41g90p#tKiNQ35TVjqO24Nz;ylufviSt zR$|Sx&+U9pTe=XByl6lPx7L;#)B}dM(A*sWtOTY z&9=Kr`Y*Fem4MTwN(8eewSAGL)6KKha#_+E3AOXZBde`X-oDt43zgWu*d34M>VX@{ zRnxxoz8ENw;sl5iU9oj({U)=k@bK3O*0?7Sw+rAHc z&{+!kJNsJNtWqf8bSV_UtjX+qwvSiSOFB?QCsIX2lGU~aV9*ovJwYI=QEs^9wu)Me zWH($50cN=294hhYI=Gt`r#DKv*NASDyG?)a!|gXWo5&BDUI#mIq0HC8&Ul3^OyS{O_>BV zl*tI3W_E!#axt$!J0K`|8n8sGhag;tTsU1M7*CYa8~+#%68yk64(6n=D_QqwJAJgq ztO5_J{Af*uvn;hnQI~#lb;v58?BH%-AOdR?&CkqjXA@l~R$LYHMR69L^vuhq5YEV^ zFqk#jwVYyclFaL8f2I2@ua-+d=nC5(8KFD1Fc{+(Z=|OtFSSBABelX{)}%)?T*!Ff zW7P5V5sd_c9zUXyfvm=^VsaQ3P9O8Cn81Uku!@QB{zNjG=KMqw9Y&l;ZD(OO$%c}= zCRwQPt4eiNxek)DNqe#C@Q!hCx)&=#Ll${2Rusw^q}Ms3wWV}-^?m_b@2)09V$zAv zJH=Pkl3Erqs!31$76{Bf@!J4apr@7`zFtTlXZq9w@)An5%2hP*&14?9{$0qyKe1YyUoa`!oI!4%;JYQ&WK#m2&_IJ)#S4Gd$QV*Z%(9ma$O35z>m5V1h4|N zq(|Yj14ED}FX=f9@M1|1xHctCnC06i8I+6>Q`WddsoJbn!9g^Rj&7jONaqG9PUj|o z(^)kgE1AK`O~=ZwfuZRjJfczE0Nn{H@-n#_AOIMKZh#SqNi|aRJH4|w_M$J30!}o- z{#Pc}^_AxK#W`IvE(}etuO0@}zP|dOnOphNSF6)&vx06zyDG0;UEHOYjo+0+>ttWL zh3HF`raDa1dq>ywof73;UJ}NRTuZG^BsB6|3r7w z--_?e??uABfe%q&h%5VH&ug@K7ej;klxRD*p8-xf?ZQ~G2d+! ze@?HY5PcO;0o+umBY0G1-Y<63%R6-XHtHjjPmxM2=y)N7A5svN!chvEa@ZKR^nbPiro`7%xz#DvgHOc}EqyBIKtTAF z8j#4WT6g`E>#Ee})H>jR@)-|HtjhCCrSdwza9A$xU+&M(qZwSXFH^xm!^;r~Nm1S? z{&v2Z@uHp@(M^yDj>S!uosKZr1Q%6(En3sxQ^*Dyk^yQ%Dbk zoOl|bJ(N+}=TbI_UQ@bS&}C(m%(;|J`qq@Lz^l~@ZaOGoKcU-3w)9F!8KrRY>V?Kb zQoj<@P?`^_i4uRbnkE;d8kZe|YNC7@t)|H!smA4$dU>f%S$YPbytzCpXEVC2T=k#H zFE81c$gwxB^NTbQ9p#!@y=+kK)1CL!qs@2H(Vx6}X#hggt4>ou)Fp`T_q@5<(R}W) zN~bJA5nv-I`kk9EYkGO3*cEq+4edTEScEm`vZl8=gD&8J`WX*P ztk&cX!BNwaGr4P!!2DeE16$m~9W^8)xSJ-#bGyc)hdXLEMsPO`hUa!ogd!*!%^(;SJZLynaVlF!}dhptN1M0h`Xmp7+Ug>3hu1L*O*P>>!8kJ5l4;MfuksET7)+~Fz7lm=)<^i$jKlE@flPD z5}DNyeHi%^avCDS0M(Znu8ZlO^j>5!-D{Z$j+m@^_2Iowua^tijpx)W;J~(LJS?$V zW6=+b{dP;IIq%%MrA9P4W6=l?Dqe|x<}|Q6w+}bfe$Bo@QQdNy{RRmNo@;(!Zgo7I z28X{ZHnZ*JW*%M0n0!23K!N@F0G#M87hxS^ezB~gL#{b4!T<{bUI>2bO8h#?!}(TT z(4CX`4U$j%<_G4s+>;!EULup!Iqpdh1mJdn=||2Gp`e$G6<6RD>Y!3l@w16wX&=PP?N77n24?VbE|k2n%3N+*qkB%?Xuub? zdpVxI2DF+JCmje~R8DUjLc;k<-=GP!W!*k6K z1Kd$lozo07YYGv!YnXfNj@si9+)Xp=?RKrN<(DM2pRU&Wh(nHFGQfiEF9bhv%J(XW z(tebJrhjY|xb*K;5aqxq1x+5b3S2H&^W)pGTQ+BY%pgejuhf8);8w45n_feV_A%!4 zIt~VePXm-Ftv=p`-k{gmM>nx86sVtXf9Y!BU5s1v?Xlmkv-!`l?At;?%8p0*4RFbO=no6|V;vBEQ*+jEG67HH)v~cj(KR z#YcFM^-A6`IY{EOc8=XG<{MhcDsNCVELPDwB{>_lVnC>PHU6EG-P(7{ zo3xfComNy$T+TjZfd(lri5~}bsJ3pDj-a_~b@&#~+PHRi{>a`ipR>m%1Vd`P82-kI zVXdsxaXwvbkF;-J!a>N(^4Cr&)qK0H%vJcDMV`9?u8|^sWhqt*aqsqhHSNo3A%Fw& zXFM#iT01)K-MJ%r{+xXlgaNiMGhCN_ckaAjY~?xZEc+ZzV;^9Zzw;ZQA z9S?9o`HY7pR%?8Be_2&@rGnnGku$yv!NC7w_#2yUjqjpqW9Yum8B|F)2zgol+L;T6 z|2Qibg!A|rCSSUTNG!i0f}{2($8Xpm!R+UnA9^j09?!_OxOqdvS?pfWu(s^5to33q zFBHt#+Tnp<@3a1IHrH%Yi1XiopZAYlDU4cL*{9CoD4ZlQc;x4*EhR<-`* zazoGI#0MgBs&#_|^5>c#nA>uN*ZU&QX@_=n@luW}Jir3~3&BsUz;dhwQEt#Z`0+cz zIgT|A2|cgt5SFDb1SjW|j#+QX5>+DkLhx=}2>eDD?Qr7VTpc~}0BIziCmT*Y#5{W9 zg}6rIg~6P~){^Ka8@g_?>~ewUEQu;aD0@u>u%@3HcUg&ueD{lYd8##pPcyEw>P3gv z@AgJw-Bug+>FV4#N0!ruHAv9&T=N5STkBgCA#OZ#*0&rCSf2(cQCj`;r|WI8q{1Vb zgPi`^1A+Eg|2NxeEiECO*6{sBEzxK&XKBd-g`lrmVJyztIM&9!Ls!$3+g+qBXXBWG z32AQ_L0!f3-^xv;T?aYEvq6H2=b9e|xTCZf!QHqAJU2m8j#$+a;v$E@2=2xc;JKX( zz$&Wsu~PQgoZi22_x)n}fF8IJ^(CjMTA;{@=K~r_4)v}Yb-wM_XY*ovdYul-6^r-j zpF&siyJ~&N5Qlfw`eJe(zGHL=rszM?4GMI_tkC^QMvu@34(TtsWb%xp^6!RKPV1zd zEUJg}Ue9KJaVe$#>v*Y}0eXMpp6Ag?t-s(TS1%29ez;%r<3o$`T-uWS($E0}Fa<9S z9q<8L@}u5t+0NF*>CwW3;sfACn!Ih;S5420?=d|&9qTVgOGqOEu zVWIggvmI)qahb8Uc7?4LUsOAp88_ADZ0+g-hF&~)O5IdfL{@BdPhot!vCrwAOjKxX zyC*YNg3zcI9!Y4^koO98b?(3vjjGy_gf^{puTWR9285pRm9mpnd{4wkp)G1(*0-@Z z>#bRBP)^RQTUT>twFV|ce#ff&4KGQ2ufLHxo71ZZ^n@_qI5we0QNG(ujQ9RDuC=o8 zA^k_TbVCoB@lWYyOdgUyjHVQP8L}{GdVG^YE|~Xshng3D%Z19?U=b96X}Q=7b8T=S7E%Ox7Z=&LkyT%rmQ((t5kB+YRiCN64!k07pTdppIscK3jki`v{H zh-=#0PI0cSrI+_s<%Zvkf5$4YQ%d5=uHz=p`{OE7jE$`RtAlhkn}TqF zbXO#jq(_D0sM4Eaa)5MKU@QlSsI`2-=cM!(ic$l-mCbLC17wH*MW=Ou41K^2t>rz_ z-)-#+NOQbrec-U*hj!tw(=<>*>IX*j-97rq5xoG0YI8&{A|5bWn(n5$u#6lnc}(au zM@v2qOSD#;gIu#FNI5Ic8WIBEw6fo`l0M6EuEC-ck~xlZ3lti^+oO?~4^|nq$j4FH zG{t=?T^oE@T1JiUaa1;~Zl6lm+*&)^g3O5rgE>3fBph-XPXfyU7qe0R4vbJK*5sHY zRK|lUbA(#+4HvtnOA^{fW@rQ2S2>zUoOlE6b`y7U7TrHPvfUQIP;0i^A|fju=<(0p zUA2><(}y&&$2SRJf!X7m9~@9{)xLm{Q!B>nE4Ve^0SVk(!#eT)%Bbxeo4^)9ZvtB% z98y&DcTxL#d`p_P)-EchBFdA2!QlliPMxe43q5KXIXG0{$P06Ds3IRw&@Z?l4>v@Q zEa;5aSI}!dO4NbQ>>^S%vNIz%h%!4fW+P1lUVL`nPmJ9=cgD?q16XJ@z4$>i);i!A zz2N(EkM0<4QK8iI;I^??sI{9S7-n4TX?nPrY_WemEQvY0DLRoMxZO?B8S{YDy|ix# z9_e;&QTtN2jdehgts@&3=G+-qWCK`8HH&NzjkOMpvg_FD*5Q$ZvIZ17%~5s}iB%3b z@;UA<-eNv-YU(ke(VUw4I0q&qOOzw;BP3)EI+T!(nG$kfx#5!UTkdlXja+W9@S)vY zZm{BWVh=R5mwbt`?)Jwv1q~`Bn+xrsp13>Kti7BtMaU*Z=en>_%>W!E=Sg(78NSZI@HEGpt3Lc-oD8u9x{&=+MxCdZDJiz zby}ga6Sy<3>IATmYF3>f+5uH(p|3U^S#=yD6q;2BoK!Ric7ZMU5=6>zcMGB}qa$~+ z8Ss#8?qoBfA5s{q3v+xuwlK7?y@jETc1R7YF6fY+#Etwv$5Gk%eEQPT`PT=Uf@OUp+k_Ut z`65i+qmFC}40x0Rvnep5A5gu#(=b{V8d<$s)V}J~#!3(xmE0o<)}w zeB`L`9!Y3ZdV7Vs;%l8n4V)Y-bZ_0?nR6Dk0~gtUVl4{_erjJ2mKzm;qseUw!GK&> z3=WnX6@;V7ZHmHxTvr$d*5#J*Eutg6zKn;=H`nEAKFag~=gM+h>UMRcbH!sqp6Oii zakya`@b)kHhE7_1;oCX2){)+R1rE`sw_inO_0|Eau(GoH1>Y~)X+q8ct3d|X(H^iG z{DO`7RsV*xIsu$9>^|tZqgLON$gj@lYfh%`rSO(a%1;QOd(2ij#N&)tpmeE<>)P2Y!SC4B=6UF$*~Z5_GL zMR3q%E_5*)X&Pwb*0?m4Tw2DhsUzDs1rEJt8>b?(dg~gqpgmc$YT=2?xyCF8gvxJO zLmS6P$_8ApYrgArV%;)2(giDkq11H2iin(+Z}&H`F8C0=9Cq{JIo^r?YlzK--uF>ZF%2!Tq*|Iplw_zMz%qW2f1b& zRP&Lnf#Ig*ydF8+1SG_n!%fe6K(fuFx->S~2(LHUn2%%)>;l@>w}ejolHn0|0ZC*? zHFp8Ym@Il=Y|%UE967d#u_4?XTf}i$`cN@7wp)!YrVg^Vn1b~{ebJqv$I#bYA8J=4 z*5|Gi9q2YW$<^(mBfCwHi4-)uO&^D|c)&5uQH`r9M>?ikRLC?P(`_skdO%uI114`Q zJwjSC=1^MJyd-g;vr!wqMz)%a2We(!Q}YdHF-JRo7PqKZ4AYdpp9R@JP?A0*7eR^Qt1V`hfv)^Uca#;wc)Ukptow8`{kQaU8cR z;g|LEhTGExJq~@!k2bs4|8CD8MMKY=gzp1~`1&3AkduhG$$!!u%m5GQa7Ye{P!8OdL)Q>uQ?;IJ$w|&ikCJZ4$U(c6+r=!nbVd`{_CFO zm=7lZ^3a@)zh|>=WSG6DbA{b?eEtLsSBxsF5hw4=o`*P@FE- zHUGYu^?M-d4)D~!sThtHbFTUCMTd3a1CG{x0L^rdA0XJw&-Qeo)D4=S-o<29j8Jk8 zc@Ggl=Qq0eDP^tox+XJD->-)lLTAo;T?`0aPXnH0SQD1^tGm983ne)d76TJvo@+@u z3S9f`r>psD&TpmBo}ZbKMmYtp7abbku!u=*SK+JMg;ViSYh_qNatmJ{0W^QTgPvqt zzOp^-%G;h!7xOh;5?jpll5CEz%mRhH)>mdl;?POO?uIL5iY9k7Feo?WYJBo@G zm33P?-<_@aVl)4u9xQK9tIh7Rx~NuB-OSnfKF9zo+MVx%U$8NM-`P0LLB z_r>p4ygT_nk6@C?0;}Gz1dw`bvvOQG%hPEwy)5Mx^_Y^3F>K{9RjtMc^yVq4y&f6>9=+a+~AvO?ud zoO{t>%xjvKw04gL*R|H``|Yk;ez2*Qw~MV@Pa4s|8_-bsazscHyQj!b;zu)nw0$R^ zC&-^7OHjyqwjntn&2GK>DP6C#p-r~?P1NL!O*0AY(@g%#MX;wiuhah4>b@;-M02iy zA@4;&M&i1M#4hdc5)##o>(y#k&~+ekSeZX0w!tCtRYiJ$(0j#dRxLYHa;(r8+zX9= z=j^t&&V+4(`=+y0=4_qmhlkkL4dMgRby_z%lXGfyXuD6;?2Jv<7#vdLIgu+Zab!+x z>ngJ_H7*v_8I8c{V3J+Ma;`EPz=sX(Rb~V6*^HrPb^aupRSycmvFFhxx{t&vyFHJH zOXE9kcw`@%vr8{bG9ES7sL&aE9%F72YVC#zA!#>zXNkz!4by`S(d}-Sp17RG-F_8k z=VCSKD9ZVM6$2TvW50?KlSK~=vNmT z>+T-G;fv7y5Uyk8kKi;gG{+Ni9dST0y%unnUv8e=FF)UxtEs#tV1!}?48<=;bd;do zW26nCtVteCIA=3DCAYOi=8uuO;32i$UhE2RS9DI|?uCZtD^q;_LW9DE>Ug0+#bdeM zZM2I%qZH>-VW)V08{L5p>2Vv~5t|L@UQYBMnaO=8+ld#$LUO#E7)N8R-Mu)+rpunV zgqw2ndvOC9isN3~h{>XRS~-aBC>-P33{H&}7?M>hrxlQ5>u`{(xZ4M`V9%Q(L}!iX6wV20Z5~0i&Lx4I%_9aTm>5R{2bPp)pA{Z}+!BJRljcYT7g3e|A-P#~Adv9P3Ya$E>WgwyjpeIB!1og70+mB1)~{+SqZO@R zrJJ}}g710HN0>zRb&D)o zRMp{CtJR~^f0^&@Qwv>eK6$*BB9c2ijR!R^NfOech70w#v{!0=KA*bHuODuT_2ox& z@=R3a}$8_qXF}Q<1Xe>9zYG z-Vh1++tj+#;y}SyYD}X1UI*o@n3aoNA!x5>(gF+A&tCJ`ME_PN{du7_vE0b!cVND( zkN}{Qg70=J;O(Bm{`a%_84B#r5POZ>li#yKZmr18Z^CKvn=y&<%}#Tde-g(2bGEU| zKY{cqGL=w?^*i0H#Unv`EuXe{1m35amvFnyz4iVFAKn+dnda6&-du;;&3cD*9fP$7 z@~jS(Sk+3NtM%NvEor;O=9C;NZZJ%vIeLRiC`n$(832bmEaVJC=A0T-zo>YY$dePg z{BSDgb)(fs;Qi{O$gEzSnTsuMc8f$G(^d7`-4V{rrSri?oS94ip3S~y*Xxg)BG+xU zbyDy=ukt6*!RWttxXAeNh?@CyeHF-DZfg~^uyEza1h^_j?!PSxutCLk$rv3ZT z>Z0I)O@BL30mV0Ll5)1k$cXaepcEHL09Sac>;oq@h zusG#Nk0Y}4MSFbij4crjEM&rw-px*0JI1T`jy063fuQFphf1s+lL9)+Nf$QCe9N2^ z01C`}aI;44u~;!@4q5LpP-C%YRo)_(EAh-T-KkN}UEF-2$eVl&zD*6RI&2F=$mdE49UzW+hAF3HCf4@ke^r((0bSCZYEopc%{U+j^_1v}o1>=1IuBJG!}>!2*vkLg6~G)nw*zg#yk zv_5;?6Ok~r0&SRo^U<0dp0tIySVZcQSD=T`A@L{B&q%RDZIjnoI8Wt1^;#jLs+~fYw*z-&yb>ozcgul3RdS>M=T_78)X-Z+~HV z9S$YY4Bo94k5|=FH#V6LrA}~2d{GdR$U}O}do&W6QVM>&y2}sl7V^gRWAvDc0dikc z0f#2+{d(7y(TX1UFX!o-2c2@A*$)#h7{=Oc)ik5NrNx{GJ5eGC!t)u_a$rqSzZL3f-!qay=gFH&00L%g^6<#S`ptNnxt{ZF9$QKKkEylZqk#8iSnRP) zbKP?{Bh7Unk-0!7R#k2IjrNhns)hg~s*OV>KIJu_kjEFraw!*%lf4EF40y4}r1_Z( zl+Ie3-tn+VByoDy0wu~?k4?mHs4`VO6r8_IE>6`$&^?EeM2N(swkVOeMlMMwZ);%$ zaAAv5jY(w6=S2a_idNfpw5deSbCZ2u0t)nRz*NCPI$n>HH)@CfJ~eflM)+CB=vrV^ zd}wDBO*~`jmX|V*)?n-LJ(ZTRty%WZeJ4- zcjamuT`ZD(`2Q$v6j<1>d!d}>2s9imN6-eA_^fce$dV0wI+_remr>SOsc9-WI~ojgSI zD4@pZ+yB~?&KI%`$w}vnQl&GY+WC4Fb>bO(1QGKwD)H&If>u*RqNcYMga9_*RxqYn zh|1}lMs&2}SWu=Hq6P=Vz7RFPGrexA$|Wty&7$dY@*IQCO*$Bm`=-kO%-m|*{-#v- zUL|kacNk#Bwte6drFxWjQ?AQmM`xL6cE2c#XnvFYD6xWr5Ijn(f;kypsR@J3dhex$xCms10?YK7CQ)G)0N|7g9xi=Jdo@-34kC0 zj*}puO93rZ)YCGN3ONcqkW%0SSb=VBs^~OWdTT=n;PkBxV-lI}BCFl6eku%2Z%P>g zbiRwMQEk3`H15jaBZ!!fQHf7CXVpXA);g7bxb)`C!+_T}XZ~k9ZMUCqIlvyGdt4nAoYcgF^NnK5a==5GTNM;JV0<5AjALxxMqIWl(c0@7x(o1 z7Fbb!i!iocokrW1yUDCPFSz%Zl~?nq_$8l4(|C}CTk7_;PH#3WwTn@-8rUs}krbZ-IsZI@Y5#hL& zy5v)X5g1f`4V_-ZL~7JlRt8vaXu`&8-SNTF4(0%qX0S>gY`rvuwBQ3X#c2Z@O`z6i08m;~kRe7sYVJ!o&H`$()( zZJvyba*N;#@^$f^b&;;gn~-MH*5CC zW$Efxrsxw(a`LTAHYTLvRwg?ROH|A6D(Xr$R>{ln1|Y;?`Q3=X%7z-L2gQ6FdF017 zQVtU8>_!T#2W0MQzuU!kSdGnGVD@IN=Ou~OuwZo--B6Y@EMO3bXom$gGO_AmPxOLv z`mkpn4|@oan2Z6)YAPCli~-1M3d@=S2w`@RU5+NZRAiS-rU%rt1-~>sF6jg65DN5u zKph6L4qbv4)y1roqpb82C1@!ZaMMfB(%(zs2hN0O+E<dGV^m0oGQBh({BGWF?`otsO%@L()x{EYG0=ajQ1|cj$kLVC#JK5I% zst^CtiN|PBB7H>Hi3@>#MAsRQ<^DY05$Hso)&jj^_|RwzZn2@!U34<<-%>XX9z+2n zzBeF*OwjHgXED{X$<`?3>Fyqd2XWrrqry35)nXLPj*4RPVpIbI5m=0Ber9g94-%o< zV!2+>HMF`$ByUTz5TOX$(ySOPPA{ss^t19R-N`PnAjmJOh_GHM>)E`xkWQ3rDGtk) z0-nB9S=S5mqRq^gQe$;UaXchN?QHTnxtD!Y@}`s)2NJL;rTv{VMK3Yb`8GM*PAA4L z+4Lob7!G3m5ct3`j5MuXl1qNOrFw28SMrMyU8qoq7bCi2 z^(Ef4sw{=M8QQ{`iPr}AYC3Kqn>KK^rY5*wQs0bVOE; z;F7mB)DYmtmJx?ae0snb@1jT_Ft(d0{6vQ_iA=9B(`M$4^a!P|FxMC`&#y2$T%y#| z40JpGd5@n~yHp>wO&gM%wn9m|+ z6ir-X6S1D}Jzh@gZ3?2oq|f&}45p;NkdlevevW`7=T(j={ zM#PYnkh@sNJF>_u0@1cIawlu#?oIEvnYD5G2DZ|Vovf=$HuqVq1fp$aWU}?O*e4|U zev#_$@l4OSZ51_#>cw_NbjN#gFUAP43B6d2Nd_s80|(GXiHi1ZQ1un{GkI<;u^<2* z2N}j`s|F}^otWTH?rjJFr07r?k(i7WUXAqP6LRFm=ULL$Y&W(P?Ej9Ark1}?F~cNZq?|!2(ze)CO7&G4CvA5H$U4M9G|dGuR??XMqh;( z(=1KZTJEY(CnJQ2j4_E!O*(lXD5prtvxXW1beMEHR5KUpz}uECq?MfMx#(e{T=YNN zC5Ya2D8GoeH05wR7{v|rj&xpsA)2F{bY6d<(wR_+PwnQTx9W@4#h&ibAWuCVKN8f* zyZK@?sK9Q%IMgoHo4GuAmtLv~0mQxvF(z5B8!QT-Q5xO29u14r8>|2cwN;tX>cBR03jC3Dr1BfaBJ(fRb`ww%(9V^LFneQ$muR!vdg+62`#6gR`n4ER$s$6$%ou7%3XK{B~&9;;CYQy{AujsNuf_#_m zXQ6jRqq;p!ouH+0!LYw`v$?cy*;KW^*+c9m)AhQxNRRiDcMf-eLOk|2cSK^9>Ox%? zmkyH`OS(>IAPbT&)Ez>HZanEa6q^lDgDv+FpCq6YMs)wSXdsgZTQM30Vz3p5vLM}P z(v?u#Q@R0>j=t2lA4wlwdZVfEAj&tIDx77h-tvkr(ulTOCU+kW1N7)EflHLi2|)X5 zL~bNI0SEwOZ~`zQF{ynWd|F z`EXKf>!t8T)bk}DhKax+0cVz?KsH^C^L-pT-6ba%$>aPG2|6&&4@2zqUl#Ilh4l0% zged(PlPuO%NIPNDt5CR1?5j|-PHa%BmBkFoU}>?T^lOW182|9Hj24TNhw(K85*5RE zhf1lc_#V-Yw#TBKNam{{B%ebiJ~f7awBDcIyrK)^1!wY@t$_jWQx20D)kY(ZdVfdt zMEYctHyX7#;H0a9Yg8gt+l$)B^y0#b9VH3ORX!(XB8s#l20EQ zfY682M@EE0Qju;Wqif}M^TG*eRmj!8F8$ZjrqLxe|x3QPg~uS{&VolHzmLQK@f zFi~sJc-%T7 zu}XDlrHjrLVsC-9$gMwk8gu;E7s>mf7LV_~fsbmi%TZvDxxnDqcd_+Q4twE|LXj#Jby zA#0q%D9{p&Q)+A?R{lD+hyzv6lI*Vwkstv6x-f)`o!X-2BKWzCm>MK+QIl8@f-Pz? zjHQ@^Y$8tgJz{f`qnUkgcNhW}o3N$<99ED~Ymi zz)xbx$nuj22{^r1m!QVIW)2>=k5|*nO|_yCttiP^gU0|2xf2W?gFwy~vmoKB^89y58jpzdaV&RAp2DIW*~2MYLd|mG%{u%{M z&h~S9TXHoyr|mELPPoDBH6g(F)qwBheaEw9BfidGEqL!*aZye-8Uh7+N|8A)CMjwOvCt)^x+G3yh@=gAHY83ZV8fTM)=V}yQ zXBJsNV7vA9*YCVTNyN3{lpe=>hib<59U4HAIFCTq!@+sq-yp4Mt+>$y) zWS(ah^RrE{k&ey39b&;p;J|SMk3^_X)2q?6HAYDPn_*D?2AEhh15Pcpx}Y~^B<8SC z_YpubW}^d44vLj7i|vDG!aAtbeIu0uhakT~TWsXhYCj$_oxcFw3%BXtC+)()50>-o zv|LaVQC9oyq+DIissH1Ka6-%EbIx>GL-7je1bsu+m&Ilka_G5MmZL_wp^`|C*a8Hmv9dm@iX3@^J4 zE)(8H^dK_pX9v*G<{1AixZoXVxPlmUbzIWehHADjXt0#yBT%3^dL%OA%gePaBZEC9 zeE>A{=8Ql{-=hCNpbQT76rC_&{nqWf_q)s6SC-`Z6-hK)!{`fOW6wv8K_^n5H~P`jeYbnDBig(F;CW1eyD?Q+TiFjPTH62{b2KzH3AqcYw}yDc9FJJpphC^8Z=M zy}*AxDAb>8!rOxMJ;A)VTAkJ#i|g@ZI1wGTJopkSF&h_{MDkkr!|B<)ko9oz1f2RD zbeQ6*U^eVc@#{HlTbkH*4(?O$0fG*AWO^d9qL(P#52~Y`OYa?!dF`iQ#dcwdN<7cd zFTCU-O50%TiI0Gd*3%;q>g#lxvE05xHy%yONA-*RCyNWJ9pHEM2 z&mU1$z3Xp4KWUgqz{>!j$QSe$ov?1WWpLv0Er?%dV#YdImi(CId|J2eu=H$G6|-qU zH_1oCtphC$zX##h-w!ZPw)A`xJ>%&}f9$NAuJ^bZoLDFI;C5S2&u9_LY7*}Z7M$Af z17IQXudmX9A^p^DO6Z=+m1u(a}bAbS3T`#0{M+~JzV`rmMA!5bZD z`nlOn$b%;=8Qgws0D$T{AC^0AfKKi+GMQAZPClYtb&Hb^?|#bUC^X!P=}Qm~EHur> zAbsOQk0u*NRD;WTRyCl{fdAFseRTKaNB2IyzWlMQ^WSv|LFX6A3q+5^(7a(*t{2r~ zp6JP{Ke!vK7YaiD>H~VNZcnR4Cv*#kd1df(b`<*7wD{GynLG%oZRFkj%wfMJpLMFuiPtX4;8&uHOE#sVnPEzi~h6~Xa0qA&4zh-U;`ik!1s;&A*!q{D3y4~ zK;-O!rP9BFaJgG9{_me(_!GID=}Cl>53c=z+m^3XtCjRw4^A-o3n<3~v&JB>7x*8O z*<+e7Nk_#`hYEV|A)w!?ha@*@thdh!x|;9g<2!f$_sLDV-k(~@`l!ZR!Dkcx_lCBY z&gra?uOeXv4KADvfI-)HY8CIhGh}s}5(woKeYM7^dqp>_6PY$xCgZO~a<~y%S91Iy z{&v#%b!lEyu4sfME6AV&?EpaN`>Q%x8a^?gYzKCfJWtiGGm$2Pt0eU&Aj0yILm|9p z;BXL#gEJv~1We3?JQATkOAWv|Ir^k~>g}Oo?7spoys-XPE*&q@wRTiSjRs_JE*^df zf*1b~q7nRCVWhWxQ~7rNN|y2|57vkQFo<|76mfD5&GX3(ewnN0BwgPZP^g}7Ppj4W z{DN9@<(L@Uwl|Cib>A22e7&V5h=7>{epLXX9E&nFI9#?6AmZCX#I?I0$yKSRT?Z!U z23<$)8($FIC>%Is&zCoAIocm|gwh896H}Obcdws(up!sk!)jCCH1bV~_|B}I8n9*Q00odphnC9&mZh=`3uNJcYB{P2<&NhgKVO{`mSC8dVTe8 z4EfAkk1AhpAh4 zaoi4pf-*N9k$O zMjwgX8T9>276F8EaqZg2pL_)DU!PpNq$ele{`mauPiU$^yD8YRdIZzX22R~9;Hqh0wZ-178Je0 zerfWCtuIeLsVOMEw2In8ZKhGW3W3$Aa1QD)El_2fw5TW6+)DiaoZV%h6-Tx(Y~0=5 z-QC^Y-QC^Y-Q6`12m}IwKp+s@-QAr)Ah^SKo(VH|CU@>T_kQQcv(JyctJbdWuI}np zUAtAla%ca#q5hYL?Eg^I*BB!FZL}SbqWN0EziEg+$Mykt?3xEG5c`)Ed;YHt@t3l` z1`+9RL39ilJ~Z!?zL+}x=P+b<|J(Wa|7RF~FYE8y<7*fd|6WBv6kq%7e>7qXOJe?c za{QMA`G47G|GRR&)*iM*K+%c579CLYU%QUK-beqxb{+rg8|r^O5LyKM`k!Cp379+B zxKrzY-3R}#4gZ(2zJB%8)uf`nwthfI_UC>)&#|`?wOmzCc zZjyg0=kGhjU+&VY{cBG69~<)T=bwPC)!l=?=6C+%wC}(4SO2}Zud&4aTO0lTj3iB9 z-14=?fVjS{srFxS{p%U=KVKRDZNl9@ef(>^K}%QpTPOYXQMiA+p+kp%w?58)90LC3 z>;9vZueHVdd+shvhD?bnRQU6DdZMa-PF2+WUw>-xA7KRK_5$wl2P9krehjTynzgbwG??S0DPX82`SV{!IM-ZMhZeh5qx% zsOZ>{^^=L`Q| z5B$HB^)=2^H3OCxbLsu}bMe1aC@EGrV9b%Ibd`S}UdQg{2e#_i@xKj4{_o-aOIcsT zi~G-;yIPljd5eg?F0b_DfIOrq<`66 z{&$D-KY#q|S4vp@A3K9~|66{({NJ9IOH{q<*R=Sbm)ZY|A=v-!GW*{b^!FyNrr-IW zhhBf~u?;&kZQAbNmosg8pg@5G`TOU?=|4Wd_qWFXe-!&QybP6USF2d1XeoVd!1AMA zO9t!&ohlS9TJC?2ICQt(otm50@vrHSfCB&DdB1;r>}%Dbs|A!3kQ5FmCtz0#{}g2dttW z(8qLY)jA*<6z~Ih0eRhkM|-FB4+uEjw!neBW(as~lLc9k9XXH-xsez7Pyhu{7)4MF z#ZeNaPzGgD9u-gtl~EPdPy;nl8+A|*_0bTG&;(7<94*iatqY0X!Ia;C>+Mq4kqXRmjGrFQ1dY~tI zqYwI_KL%nDhF~a$V+2NFG{#~aCSW2aV+y8WI%Z-P=3p-7V*wUnF_vH{mSH(oU?o;z zHP&D))?qz1U?VnRGqzwWwqZMVVi)#cFZSaA4&gA4;uucgBu?WD&fz>R;u5alDz4)O zZs9iW;vOF0As*o|p5Q5-;W=L772e=2-s1y4;WGm52p}+mA{as-Btjz$!XZ2&A`+q? zDxxC>Vj(u-A|4VTArd1Ak|8-#A{EjgEz%RyhG95HVid+;EXHF3CSfwBVj5;(CT3#}=3zb-ViCT<5`2qg_zo-ZJyzid ztig|1ho7(kKVuVq!4~|AZPVA zTeyR}xQ_?;4Uh0Up5PBW!wbB`YrMfbyvIj;!WRVE89)#OMR0^bD1=5>ghK>GL}Wxk zG(<;C#6ldzMSLVcA|ysqBtr_ML~5i#I;2NNWI`5XMRw#sF62gD zMSl#yAPmM(48sVF#AuAcIE=?cOu`gQ#dOTTEX>AS%)bXihxkZ{L`Z_9NRAXph15ukbjW~=$c!w=hV00RT*!mG$d3Xjgu*C_Vkm)< zD2*~Ghw`Y1N~nUWsE!(_h1#f#dT4-#XpAOkhURFAR%nB^Xpau)gwE)SZs>uY=#4(; zhyECdK^TIe7>*Gbh0z#`ahQOKn2afyhUu7zS(t;ln2!ZmgvD5brC5gLSb>#Th1FPt zwOEJs*no}Lgw5E3t=NX`*oj@(gT2^~12}}kIErI9fs;6mGdPFyxQI)*f~&ZW8@Pqr zxQlyufQNX5$9RILc!uYAiC1`ow|I{a_=L|0v^#*n2#R0`fshD|FbIe6h=@ptf~bg& z7>I?~h>LhgfP_elBuIwjNQqQPgS1GG49JAc$ck*pft<*VJjjRqD2PHRf}$vn5-5ez zD2sBafQqP$DyW9)sEJyrgSx1X255xFXo_ZNftF~EHfV?T=!j0}g0AR}9_WSM=!Q9BgRvNo37CY*n2Kqbfti?%Ihcp}ScpaV221cQmf<_B!1q{%AFu{L zVjX_M2K4 zF%b)K5Et>00Ev(oNs$aGkP@kp2I-I<8IcKDkQLdH1G$hJd65qVP!NSt1jSGsB~c1x zP!{D;0hLf0RZ$H!P!qLL2lY@N4bccq&=k$l0MjcJ<$t&&=>tN z0D~|XLoo~^FcPCN2IDXu6EO)>Fcs4=1G6w2b1@GKun>#!4VL0tEXQ|PiSMx*KVU6> z#CrUMjrbXx@e8)%S8T@)?80vB#XcOsK^(>r9K&&(#3`J?S)9iOT*75s#Wmc(P29#E z+{1l5#BX?v-|-ZG;5lC46<*^l-r)m2;xoP=@ZJD|AQ*xpBtjt!!Xi8(AQB=YDxx6< zVj?!;ARgi)Arc`8k|H@$AQe(0Ez%(aG9ojwARDqHCvqVV@*+P9pb!e9D2ky3N}@E% zpd8AhA}XN@s-ik-pcZPQF6yBH8lo|ppc$H@C0d~k+M+!=pc6WyE4rZvdZIV_pdb2U zAO>LwhGIBIU=&7UEXH91CSo$CU>c@lCT3v{=3+h;U=bE$36^3RmSY80Vii_n4c1~E z)?))UViPuF3$|h#wqqxDVGs6VKMvp!4&x|};RH_NG|u20&f_93;R>$eI&R<=ZsRWQ z;Q=1v5gy|Sp5hsv<0W3<4c_8CKHw8RBhbD80wXAbAp}AqG{PVp!XqLgAqt`*I$|Ie zVk0i%ApsI1F_It|k|QNjAq~np$odAJ9?lOdZRD;VE_hV zFos|lhGQf~VGPD%JSJcgCSxk5VFqSmHs)X+=3^li;TtT$w^)Ynumay>6@I`P{D^h< z2^;V;HsKd+!LQhc9oUK8*n@r8kApabBRGoVIDu0*jk7q13%H2OxPoiAj+?lJJGhJc zc!1yV2*2YA{=hT5z)QTw8@$7Ne8eYwL7@Es1VK;)M+k&MXoN*LL_kDDMifLtbi_m~ z#6eudM*<{5VkAW}q(DlfMjE6;dSpZwbU;URMi+ELcl1Or^g&e2XiqW3$O@_u>?!849l?sE3pczu?B0g4(qW28?gzSu?1VP4coC3 zF9IG2X!92D@Btt38D9{%djLTY48ai+p%4aP5gri`36T*MpL+xlq-Wqj-P>FUXirlx zE@{^*xQgqzfm^tZySRr3c!)=Mj3;=CXLyd6c!f83i}(0|Pxy>L2LcF;pa_N#2#L@L zgK!9sh=_zJh>GZlfmn!*xQK@YNQlHpf@DaJlt_g%NQ?ByfK14YtjLBO$cfy@gM7%3 zf+&O{D2n1Jfl?@qvM7fNsEEp_f@-Lany7_3sEhh&fJSJHrf7y1Xo=QngLY_-j_8Cg z=!)*>fnMm1zUYSm7>L0bf?*hrkr;(B7>n_kfJvB)shEZtn2Fh#gL#;bg;<1dums;? z8NR~`e2-Q50c-Fh*5M~?z|Yu(U$6zgVjFf~Cw5~G_F+E`;t-DDD30RbRDUlj!kPhjQ5t)z$S&C z1yLA9Pz=RU5~WZEWle4tjAB-h@Y_;zhEnV#dhq#F6_o$?85;Z#917b{D#N)9Z&HGp5p~x;Wggk9X{YAKI01l9||A{f+09UA{4?P zEW#rKA|W!OA{t^KCSoHF;vqf~A`y}xDUu@vQXw_cA{{ayBQhfkvLQQiA{X)?FY==R z3ZXEHq8Lh`Bub+U%Aq_eq7tg0DypLfYN0mjq8=KcAsV9znxQ#bq7~YpE!v|4I-xVV zq8oakCwij~`k_AtVi1O4D28JMMqxC@VjL!5A|_)BreQi}Vix9LF6Lta7GW`#U@4Yi zIaXjLR$(>PU@g{RJvLw?HeoZiU@Nv^J9c6h_Fyme;{XofFplCFPT(X?;|$K>JTBrA zuHY)J;|6ZwHtymc9^fG!;W3`zDW2guUg8zr;4R+c13uw10v!$@FoGf&LLekUBMibJ zJR%|zq97`wBL-q2HsT^45+ETGBMFirIZ`4O(jYC;BLgxaGqNHZav&#iBMYy&_qX8PBF`A+oTA(FbqYc`jJvyQjx}Yn% zqX&ASH~OL<24EltV+e*}I7VU=#$YVQV*(~&GNxi0W?&{}V-DtFJ{DpTzQGcFi)Hu@ zEATy5;Rme2k64GFumL|~6Mn%K{EBVZft}cmJ=ll+IEX_yf}=Q&6F7y_IE!<*fQz_{ zE4YU1xQSc1gS)to2lx$-@H?L14?M#Qyu@p~!8^RiM|{E;1UeEx5ClbVgg_{SMp%SH z1Vlt+L_st}M@+;*9K=O@BtRl0Mp7h03Zz78q(M5QM@D2q7GyB>4ftZMmIEaV%NQgv8f}}`}6i9{CNQ-pHfQ-nDEXaoJ$cbFYgS^O(0w{#S zD2iezfs!bVGAM`gsEA6af~u&F8mNWZsEc}NfQD#{CTND{Xo*&6gSKdo4(No==!$OW zfu87%KIn)37>Gd_f}t3W5g3Kh7>jY3fQgulDVT=on2A}KgSnWG1z3c|Sc0WkhUHj+ zl~{$p46IE^znhx53IOSpoo zxQ-jRh1jSDh1iITcu0VRNQ@*%hU7?zR7iugNRJH2gv`i_Y{-F}$c;S6hx{mrLMVcw zD2@^+h0-XCa;SicsEjJ8hU%z^TBw7%sE-C{gvMx!W@v$yXpJ^#hxX`*PUwQJ=#C!f zh2H3kei(p(7>pqphT#~AQ5b`<7>@~ zScM<320vmQe!>R)j7|6jTktEkVFz|%H}+s3_TwN9;Ruf6I8NXcPU9@j;Q}t=GOpkn zuHz zP#h&u3T03hC&g4js@DozVr|&>cO| z3w_WR{V@Q8Fc?EI3?ncSqcH~KFdh>z2~#i?(=h|HFdK6*4-2pmi}4MX;#(}ocUXz< zu^K;MEq=s${Dh788JqD7w&GW8#}4emZtTTA9Kb;w#t|IDah${{oWWU~#|2!%Wn9HI z+`vuT#vRm8<1OCd13uz2z98_40D>SGf+HkCAq>JIJR%?x zA|ooIAqHY1HsT;2;v*pvAqkQqIZ_}MQX?(WAp`(jq-FAQLhpE3zR6aw0eKARqFhAPS)filR75 zpcG1@EXtt*Dxxx~pc<;9CTgJ$>Y_dxpb;9QDVm`LTB0@DpdH$yBRZiAx}rOJpci_h zFZy8s24XOVU>JsDBt~Hj#$r4sU=k){DyCruW@0wxU>@dUAr|2qEWx)}hVQTf-(wYi zz#9CBb@&Mz@G~~y7i__=*oGb0iQU+Peb|qKID{iOisLweQ#g&YIEM?kh|9QwYq*Y^ zxP?2oi~D$h-|z^(;|c!2GrYh{yv7^6!+U(hCwxJmQvn1)Py|N^ghFV9ML0x2L_|gu zL_>7ML@dNXT*OBLBtl{&MKYv7N~A^_q(gdSL?&cGR%AyG(26hm>8 zL@AU(S(HZwR6=D`MK#nwP1Hsm)I)tVL?bjoQ#3~lv_fmNMLTprM|4IPbVGOaL@)F~ zU-ZWS48mXx#W0M(NQ}l9jKg?L#3W3?R7}SV%))HU#XKy)LM+BNSc-449N%FjzQ=0( zfVKD$>+usd;%98eFW8D-u^l_G3%juw`)~jUaTrH%499U2r*H;maUK_N372sd*Kh+j zaT|AV5BKp9zu_@{$5Z@)=Xilvc#XGshY$FO&-jACrvnIrUY{-tB$b~$}i~J~nLMV))D25U! ziP9*8aww0AsDvu0it4C=TBwb>sD}n5a%h{*wTPt|6M|EFO(W?~lRU@qok0Ty8~mS8ECVL4V{ zC01cI)?h8xVLdirBQ{|(wqPr^VLNtW7xrK;_TvB!;V_Qk7*60MPU8&D;XE$l60YDX zuHy!7;WqB#9vZ1V~p)s1G8CswvTB8lxp*=dH6S|-)x}yhr zp*Q-X9|m9`24e_@VK_!&6vkjI#$y5|VKSy-8fIW7W@8TKVLldO5x&6^e2ZoH4lD3I zR^bP%!H-ynpRfTxV-tSC7W|5B*nyqcjXl_h{Wyq2ID(@%juSYA(>RNBxPXhej4QZ? z>$r(qxP!a6j|cb-kMKL5;14{*3%tZ@yumxX$47j^7X&&RKoA5)aD+f8ghp6|Lj*)b zWJEzUL`O`-LL9_Jd?Y|3Bt}vsLkgrsYNSCrq(??%LKb92cH}@V-VH80z z6h}#vLK&1rc~n3pR7O=)Lk*lAAHaEBz$IM9Rb0aj+{A6%!9Co^L;Qxv_#IF22cF{v zUg0&~;vGKVBR=B`0#67a2!bIvLLwBxAS}Wo0wN(Yq9Ph%ASPlX4&os`5+V_jASsd~ z1yUh3(jpx)AR{s(3$h_Qav~SY^SRpdlKg37VlfTA~%&pe@>?13IBIx}qC;peK5x5Bi}$24WC~U?_%T1V&*r#$p^M zU?L`C3Z`K?W?~lRU@qok0Ty8~mS8ECVL4V{C01cI)?h8xVLdirBQ{|(wqPr^VLNtW z7xrK;_TvB!;V_Qk7*60MPU8&D;XE$l60YDXuHy!7;WqB#9vZ1V~p)s1G8CswvTB8lxp*=dH6S|-)x}yhrp*Q-X9|m9`24e_@VK_!&6vkjI#$y5| zVKSy-8fIW7W@8TKVLldO5x&6^e2ZoH4lD3IR^bP%!H-ynpRfTxV-tSC7W|5B*nyqc zjXl_h{Wyq2ID(@%juSYA(>RNBxPXhej4QZ?>$r(qxP!a6j|cb-kMKL5;14{*3%tZ@ zyumxX$47j^7X+FVKoA5)aD+f8ghp6|Lj*)bWJEzUL`O`-LL9_Jd?Y|3Bt}vsLkgrs zYNSCrq(??%LKb92cH}@V-VH80z6h}#vLK&1rc~n3pR7O=)Lk-kKZPY>MqI>00t63uMy^drghCjEMR-I&Bt%A3L_-Y3 zL~O)CJj6#rBtjA-MRKG-Dx^kQq(cT|L}p|`He^Rmk zIh035R6-S0MRn9bE!0L`)I$R_L}N5TGc-p_v_c!SMSFBWCv-+vbVCpHL~ry#KlH~y z48jl$#c+(kD2&EfjKc&>#AHmtG)%`#%)%VZ#e6KlA}q!dEX6V`#|o^(Dy+sDti?L4 z#|CV~CTzwQY{fQg$4>0R9_+<_9KazQ#!(!@37o`foWVJq$3> zMqI>00whFYBtbGHM@pnZ8l**fWI!flMpk4)4&+2`vbuOu!^e##Bth49vuA%)va&$3iT^H&}viu?*i~1-{2B{D3w15$o_1 zHsEJ$!Y|l@U$G54uoJtn2m7!e2XP2Ta1_UJ0;g~qXK@Y}a1obr1=nyLH*pJha2NOS z0Kef8e#aC1foFJumw1ggc!&4+h)?)}K)nM9f}jYF5D10P2#autfQX2UD2RsWh>2K; zgSd!~1W1I$NQz`gfs{y%G)RZ^$cRkHf~?4n9LR;-$cua^fPyHDA}EI9D2Y-igR&@( z3aEt2sETT+ftsj|I;e;GXoyB=f~IJW7HEamXp45}fR5;lF6f5t=!stFgTCmG0T_hA z7>Z#Sfsq)EF&KyOn21T3f~lB}8JLCHn2UK>fQ49$Z?F{KVmZFUN_>yi_yKG2Bi7?5 zY{bvlj9;)7zhXOfU>9~{FZSU84&pG5;24hMBu?QB&f+{S;1Vw5Dz4!MZsIoX;2!Sd zA%4SS{Enyi1JCgSukadg@eUvG5ufn|f%^my1i=s-ArT5;5EkJP0g(_HQ4tL>5EHQx z2k{Ue36Tg%kQB+00;!N1X^{>YkP(@Y1=)}tIgtx_kQez;0EJK(MNteTP!gq42IWv5 z6;TOQP!-it1GP{abx{uu&=8H$1kKPKEzt^X&=&2{0iDnpUC|9a&=bAU2mR0=12G6g zFciZv0;4b*V=)dBFcFh61=BDcGcgNuFc5&1MkQrH#4LOh#xseC?kRJt62t`m7#ZdyKP#R@X4i!)l zl~D!NP#rZ<3w2Nz_0a&0&=^h83@y+StkJp30=??-O&TR&>MZx4+Ag|gE0id zFdQQ>3S%%9<1qn~Fd0)Z4KpwkvoQzrFdqxC2;X1{zQr(PuPH; zu?fFm3x35m?7&X!#vbg$ejLOh9Klf>#|fOmX`ID5T);(K#uZ${b=<@)+`(Pk#{>L^ zNBA92@CTmZ1zzGc-rybH<0C%d3j*~EAP9mYI6@#4LL)4~Ap#;IGNK?Fq9Z0^Ar9gq zJ`x}i5+f;+Aq7$*HPRp*(jy}>Aq%o1J8~cwaw9MDp#Tb^Fp8iUilZb-p$y8RJSw0P zDx)f@p$2NAHtL`r>Z2hVp$VFzIa;6VI%Z%NW@9eqVF4CmF}}f4e2eAy4lD6JR^tb(#gABzpRf@> zV>5oiR{V3%tT>yu~|wz(;(>7XiFz)GybYOKLptiyV2z(#Ds zW^BP$Y{Pc!#4hZ?UhKyK9KvB7#W9?~Nu0(RoWprs#3fw8Rb0mn+`?_##XUU0Lp;J` zJP9CRM%+{XKf`mp#4EhPTfD~ye8Oi08W2EW1Vu1}KuCl}7=%N3L_{P+K~zLX48%fg z#6>(LKtd!&5+p-%q(myDL0Y6o24q5JWJNaQKu+XF9^^xQ6ht8uK~WS(36w%5a%h{>3O zX_$_gn1wl*i}_f9MOcg_Sc+v>julvmRalKRSc`R7j}6#}P1uYr*otk~j-A+rJ=lx= zIDkVqjH5V)6F7;}ID>OIkBhj3E4Yg5xPe=^jk~yq2Y84_c#J1_if4F^mw1IYc#HS= zfKT|0K<5GojGzdH5D1CT2!n74kBEqbD2R&ah=Ev$jkt)11W1U)NP=WYj+97+G)Rl| z$bd}9jI79p9LR~>$b)>ykAf(KA}EUDD1lNajj||*3aE(6sDf&!j+&^2I;e~KXn;m& zjHYOY7HEmqXoGfWkB;bsF6fHx=z(77jlSrI0T_tE7=mFKj*%FJF&K;Sn1D%`jH#H0 z8JLOLn1gwkkA+x-Z?FX4Vi~@}3Ve@M_yKG1Bi7+3Y{1XhgkP`)zhWD9U?+BC5B6a{ z4&o4w;3$sc1Ww^J&f**{;36*L3a;TgZsHd1;4bdt0e-_H{EjF11JCdRFYy|0@DA_s z5ufk{fzAgI1VIrTArK0o5fN9!7&`iNu0tNoW*%uz$IM9Rb0aj+{A6%!9Co^L;Qxv_#IF22cF{vUg0&~;vGKV zBR=B`0$&Iq2!bIvLLwBxAS}Wo0wN(Yq9Ph%ASPlX4&os`5+V_jASsgL^|S!q;vGKV zBR=B`0#6Sh2!bIvLLwBxAS}Wo0wN(Yq9Ph%ASPlX4&os`5+V_jASsd~1yUh3(jpx) zAR{s(3$h_Qav~SY^SRpdlKg z37VlfTA~%&pe@>?13F=Pj{s%{(7jEHfGuTp>r}Q_8l**fWI!flMpk4)4&+2`vbuOu!^e##Bth49vuA%)va&$3iT^H&}vi zu?*i~1-{2B{D3w15$o_1HsEJ$!Y|l@U$G54uoJtn2m7!e2XP2Ta1_UJ0;g~qXK@Y} za1obr1=nyLH*pJha2NOS0Kef8e#aC1foFJumw1ggc!&4+h)?)}Ko2K;gSd!~1W1I$NQz`gfs{y%G)RZ^$cRkHf~?4n9LR;-$cua^ zfPyHDA}EI9D2Y-igR&@(3aEt2sETT+ftsj|I;e;GXoyB=f~IJW7HEamXp45}fR5;l zF6f5t=!stFgTCmG0T_hA7>Z#Sfsq)EF&KyOn21T3f~lB}8JLCHn2UK>fQ49$Z?F{K zVmZFUN_>yi_yKG2Bi7?5Y{bvlj9;)7zhXOfU>9~{FZSU84&pG5;24hMBu?QB&f+{S z;1Vw5Dz4!MZsIoX;2!SdA%4SS{Enyi1JCgSukadg@eUvG5ufn|fiDFR1i=s-ArT5; z5EkJP0g(_HQ4tL>5EHQx2k{Ue36Tg%kQB+00;!N1X^{>YkP(@Y1=)}tIgtx_kQez; z0EJK(MNteTP!gq42IWv56;TOQP!-it1GP{abx{uu&=8H$1kKPKEzt^X&=&2{0iDnp zUC|9a&=bAU2mR0=12G6gFciZv0;4b*V=)dBFcFh61=BDcGcgNuFc5&1MkQrH#4LOh#xseC?kRJt6 z2t`m7#ZdyKP#R@X4i!)ll~D!NP#rZ<3w2Nz_0a&0&=^h83@y+StkJp30=?? z-O&TR&>MZx4+Ag|gE0idFdQQ>3S%%9<1qn~Fd0)Z4KpwkvoQzrFdqxC2;X1{zQr

      (PuPH;u?fFm3x35m?7&X!#vbg$ejLOh9Klf>#|fOmX`ID5T);(K z#uZ${b=<@)+`(Pk#{>L^NBA92@CTmZ1zzGc-rybH<0C%d3j$pUAP9mYI6@#4LL)4~ zAp#;IGNK?Fq9Z0^Ar9gqJ`x}i5+f;+Aq7$*HPRp*(jy}>Aq%o1J8~cwaw9MDp#Tb^ zFp8iUilZb-p$y8RJSw0PDx)f@p$2NAHtL`r>Z2hVp$VFzIa;6VI%Z%NW@9eqVF4CmF}}f4e2eAy z4lD6JR^tb(#gABzpRf@>V>5oiR{V3%tT>yu~|wz(;(>7X-ciF zz)GybYOKLptiyV2z(#DsW^BP$Y{Pc!#4hZ?UhKyK9KvB7#W9?~Nu0(RoWprs#3fw8 zRb0mn+`?_##XUU0Lp;J`Ji${u!*jgEE4;y5yvGN8!e<1!7C>MGMKFXwNQ6chghO~l zL?lE(R76J%#6oPuMLZ-xLL^2KBtvqfL@J~~TBJt?WI|?SMKPUJ=&c#n_xgf9qmJ%Atxir@%=Pza5%2!{xW zh{%Y7Xo!xOh=n+ai}*-@L`aOJNQM+hiPT7gbV!ek$b>A&itNaNT*!^Q$cF+bh{7m> zVknN1D1|a8i}I*|N~nygsD>J-iQ1@xdZ>?vXoMzcisop6R%ng3Xon8yh|cJOZs?Al z=!HJ$i~bmZK^Tmo7={rTiP0E?aTt$@n1m^qis_hvS(uHvn1=;eh{gB@OYtq1<2$Ux z_gIY|uogdJJ$}MQ{EW@`1zYhewqpl&VK??-9}eIk4&w-p;W$p>6wcr*&f@|u;WDn` z8gAewZsQK_;XWSXH$2Agc#1#p953(+ukjY|@Btt38D9|iMgTz&48ai+p%4aP5gri` z36T*M(GUYM5gTz35Al%@iI45u^#kr`Q#4cU3ZpR=<1hgeF&R@Z4bw3bvoHs9F&_)C2#c`vcx z3ahaOYq1XNu>l*g37fG6Td@t>u@k$n2Yay}2XF|7aTLdJ0w-}AXK)VZaS@kr1y^w$ zH*gELaToXS01xp9kMRUg@eI%L60h(EZ}A=<@Clz0=w<+c5fs4?0wEC^VGs`C5fPCP z1yK&4bTXU(G<2rcu@H-}1WU0TE3gWyu@>vF0UNOy ze_<>B#&+z$F6_o$?85>4gF`rsqd0~WIEm9ZgL62Ki@1aY+Xwq7j;)DVn1NTA?-Cq8&P*BRZoCx}iIIq8Iw0FZyEu z24OIUVi-nXBt~Nl#$h}rViKlcDyCxwW??qwVjdP?Ar@l^mSH(oVine4E!JZLHeoZi zU@Nv^J9c6h_Fyme;{Xog5RTv|j^hMQ;WWO7Vh9K?&AR-;W3`# z8D8KeUgHhk;XOX$6TaXpzT*de;un774+1|5AP9mXI6@*6!XPZdBLX5JGNK|HVjw1B zBM#yrJ`y4kk{~IPBLz|+HPRv-G9V)|BMY)2J8~iy@*pqrqW}t_Fp8oWN}wc4qYTQS zJSw6Rs-P;WqXufBHtM1t8lWK>qY0X!Ia;C>+Mq4kqXRmjGrFQ1dY~tIqYwI_KL%nD zhF~a$V+2NFG{#~aCSW2aV+y8WI%Z-P=3p-7V*wUnF_vN(R$wJoV-40}JvL$!{=ydg zjcwS0o!E^%*oXc22M2K&M{o?saT2F+24`^|7jOxeaTV8a12=IScW^I&fVVvN#Sifa zPw*7a@dB^#8gKCqAMg>M@de-T9slAd{=;tsdK^Gt1Vu1}KuCl}7=%N3L_{P+K~zLX z48%fg#6>(LKtd!&5+p-%q(myDL0Y6o24q5JWJNaQKu+XF9^^xQ6ht8uK~WS(36w%< zltnpIKt)tW6;wlY)I=@RL0!~G12jToG(|JCKufen8?-}vbVMg~L05D~5A;HB^hG}m zz(5Sf5Ddd`jKnC6!B~vP1WdwYOvN9L&RfEW{!#!BQ;83ar9vti?KPz(#Dw zU)YMju^l_G3%juw`)~mN;1CYuD30L-PU1Aq;2h55A}-+yuHrgw;1+J3l+hd&7PB!D0Yir@%=Pza5%2!{xWh{%Y7Xo!xO zh=n+ai}*-@L`aOJNQM+hiPT7gbV!ek$b>A&itNaNT*!^Q$cF+bh{7m>VknN1D1|a8 zi}I*|N~nygsD>J-iQ1@xdZ>?vXoMzcisop6R%ng3Xon8yh|cJOZs?Al=!HJ$i~bmZ zK^Tmo7={rTiP0E?aTt$@n1m^qis_hvS(uHvn1=;eh{affWmt}tScNrMi}l!mP1uYr z*otk~j-A+rJ=lx=IDmsVgd;eL<2Zp+IE}M7hYPrf%eaDTxQ?5+g*&*5`*?syc#Nlb zh8K8=*LZ_>c#n_xgfIAt@A!eA_=Vs2gTPM%2!db;j*tk2FbIqAh=53ljHrl)7>J43 zh=X{DkAz5sBuI+nNP$#HjkHLI49JMg$bxLhj-1GaJjjduD1bsJjG`!p5-5q%D1&k+ zkBX>-DyWL;sDWCjjk>6Z255-JXo6;Fj+SVJHfW3X=zvb>jIQX09_WeQ=!1UfkAWD3 zAsC9`7=ck3jj= zV;gp0Cw5~G_F+H%!9g6x5gfyDoWv=d!C9Qg1zf^qT*Woqz)jr79o)lxJj5eB!BafP z3%tT>yu~|wz(;(>7ktBa{EMIX55E!USpb0%6u}SzArTs35DwuH5s?rDQ4t+65DT#p z7x9n)36U5{kPOL@5~+{|X^|cokO`TQ71@vjIguNAkPrD$5QR_#MNu3jPzt3{7UfU@ z6;T;gPz}{l6SYtWbx|J;&XLyd6 zc!f83i}(0|Pxy?l_=X?&7r*cy{vgov0D>SWf+GY%AvD4w93mhhA|nc-Av$6r7UCc- z;v)ePAu*C78B!o6QX>u0Aw4o86S5#HvLgp_Avf|O9}1u#3Zn>$p*TvS6w071%A*1* zp)#tX8fu^>YNHP7p*|X-5t^VWnxh3;p*7l~9Xg;RI-?7^p*wn_7y6(t`eOhFVK9bb z7)D?uMq>=dVLT>c5~g4(reg+XVK(Ms9u{CB7GnvPVL4V}71m%a)?))UVKcU1E4E=f zc48OyU@!LL01o01j^HSc;{;COG|u82F5n_A;|i|fI&R_??%*!&;{hJwF`nWXUf?BO z;|<>7JwD20#2!bIvLLwBxAS}Wo0wN(Yq9Ph%ASPlX4&os` z5+V_jASsd~1yUh3(jpx)AR{s(3$h_Qav~SY^SRpdlKg37VlfTA~%&pe@>?13IBIx}qC;peK5x5Bi}$24WC~U?_%T z1V&*r#$p^MU?L`C3Z`K?W?~lRU@qok0Ty8~mSP!JU?o;#4c1{jHewV0!WR6EZPBuvIsOv4P!#B9vLJj};JEW#2j#d55`Dy+s@tiuLu#Af`3t@s<;u>-rX z8+)-22k;LL;V_Qk7*60MPU8&D;XE$l60YDXuHy!7;WqB#9vDgZ{5pUj2!`MYiBJfGun3O`h=j<9ifD*|n23!yh==${h(t(& zq)3hwNQKl$i*(3QbD2MW>h)Sq}s;G_{ zsD;|7i+X5)hG>i?Xolu!iB@QXwrGzI=!DMbif-tEp6HD}=!gCoh(Q>Fp%{)47=_Uo zi*cBMiI|Kjn1<17bJi-$^#dEyCE4;>Ayu$~4 z#AkfLH+;vx_=*4U8-d;g5Ewxb3?UE_p%Dh*5FQZ`2~iLg(Gdf&5F2q34+)SEiID`! zkQ^zI3TcoQ>5&1MkQrH#4LOh#xseC?kRJt62t`m7#ZdyKP#R@X4i!)ll~D!NP#rZ< z3w2Nz_0a&0&=^h83@y+StkJp30=??-O&TR&>MZx4+Ag|gE0idFdQQ>3S%%9 z<1qn~Fd0)Z4KpwkvoQzrFdqxC2urXO%drBhuo`Qz4jZr$oADR6;%{un4(!5i?8QDD zz&|*I!#Ij#IDwNmjWalh^SFphxPq&=jvKgz+qjE+cz}m^j3;=8=Xi-%c!Rfij}Q2S z&-jXO_YyI#qahlh37VogTA&qLqb=H@13IEJx}Y1nqbGWy5Bj1%24D~dVP#h&u3T03h zu@k$n2Yay}2XGLFa0Ewj94BxJr*RhNZ~+%_8CP%(*KrfKa0hpB9}n;d zkMR`G@B%OK8gK9p@9`0z@C9G-9Y63BzwjG>5LlnbAP9!w2#HV#gRlsX2#AEph>B>4 zftZMmIEaV%NQgv8f}}`}6i9{CNQ-pHfQ-nDEXaoJ$cbFYgS^O(0w{#SD2iezfs!bV zGAM`gsEA6af~u&F8mNWZsEc}NfQD#{CTND{Xo*&6gSKdo4(No==!$OWfu87%KIn)3 z7>Gd_f}t3W5g3Kh7>jY3fQgulDVT=on2A}KgSnWG1z3c|Sc+v>ft6T|HCTtlT2&@R zGNeFCq(&N~LwaOHCS*ZYWJeC& z)J7fDLwz(vBQ!x%G)D`xLTj`|J9I!tbVe6+LwEE385B$V0{Kg*y9vDCn z1VeCyL@0zoScFFeL_%alMKr`fOvFYU#6x@}L?R?XQY1$Tq(W+>MLJ|aMr1}7WJ7l3 zL@wk(UgSps6hdJXMKP2>Nt8wzltXz`L?u)~Ra8d})Ix34MLje?Lo`McG(&T=L@TsG zTeL?9bV6rzMK|<7PxM9~^h19P#2^g8Pz=WijKXM)#W+mBL`=pMOv7}{#4OCgT+GJ; zEW%8+))1`|%GB;xLZj7>?s4PT>sB;yfh>f_2hXhE7#7Kf&)J7fD zLwz(vBQ!x%G)D`xLTj`|J9I!tbVe6+LwEE#|fOmX`ID5T);(K#uZ${b=<@)+`(Pk#{)dVV?4z(yueGm#v8oDdwj$ve8E?I z#}E9(FZ{+I1b!bt5ClVTghVKWL0E)G1Vln)L`5{jKup9&9K=I>Bt#-4K~f|~3Zz16 zq(wSpKt^On7Gy(qo4b(zy)I~is zKtnV}6Es6}v_vbkL0hy(2XsPbbVWDxKu`2WAM`_i48$M|!B7mx2#msLjKw%iz(h>O z6imZ(%)~6r!CcJ80xZH}EX6Xcz)Gyf8mz;5Y{Vw~g)R6S+pq&Wu^W4^5Bu>C4&pG5 z;24hMBu?QB&f+{S;1Vw5Dz4!MZsIoX;2!SdAs*ogp5i%P;1youE#Bb+KH@XJ;2XZ< zU;M;>_>Djx0tk$t2!;>{iO>jxa0rixh=eGJis*=eScr|dh=&A7h{Q;OWJr#bNQE>= zi}c8VOvsF^$c7xqiQLG8e8`W2D1;&?isC4NQYekGD2EEDh{~vfYN(EysD(PHi~4AQ zMre$tXoePOiPmU?c4&`|=!7olitgxvUg(X!=!XFqh`|_wVHl2)7=cP!+Bi9C0xN(T*nRE!fo8eJv_ieJjN3|!$w7s&G-vj@i(?(2X385B$V0{Kg*y{un?I1VeCy zL@0zoScFFeL_%alMKr`fOvFYU#6x@}L?R?XQY1$Tq(W+>MLJ|aMr1}7WJ7l3L@wk( zUgSps6hdJXMKP2>Nt8wzltXz`L?u)~Ra8d})Ix34MLje?Lo`McG(&T=L@TsGTeL?9 zbV6rzMK|<7PxM9~^h19P#2^g8Pz=WijKXM)#W+mBL`=pMOv7}{#4OCgT+GJ;EW%8+))1`|%GB;xLZj7>?s4PT>sB;yfh>f_2hXhE7#7Kf&G-vj@i(?(2X5u^#kr`Q#4cU3ZpR=<1hgeF&R@Z4bw3bvoHs9F&_)C2#c{4%di3~ zu^MZz4(qWIoA4L5;BRch4(!Bk?7=?l$3HlT!#ILtIF6Gzg)=yd^SFRZxQwf~h8wtv z+qi>!xQ~Z;geQ24=Xilvc#XGshY$FO&-j9G_>O<^6aV2i0(}i2FoGf&LLekUBMibJ zJR%|zq97`wBL-q2HsT^45+ETGBMFirIZ`4O(jYC;BLgxaGqNHZav&#iBMYy&_qX8PBF`A+oTA(FbqYc`jJvyQjx}Yn% zqX&ASH~OL<24EltV+e*}I7VU=#$YVQV*(~&GNxi0W?&{}V-DtFJ{DpTmS8ECV+B@W zHP&JsHee$*<1cK*-`I{F*oEELi+wnNe{cwgaTLdJ0w-}AXK)VZaS@kr1y^w$H*gEL zaToXS01xpPPw))S@e;4_25<2mAMgpE@fF|j1OMU|{=**x`W8SC1VwO!Kq!PpScF3a zL_}mnK{P~1OvFMQ#6^50Kq4eYQY1qPq(o|@K{}*IMr1-3WJPx5KrZA)UgSdo6hvVZ zK`|6ZNt8kvltp<|KqXX0Ra8R_)I@F6K|Rz*Lo`AYG(~f?Kr6IHTeL$5bVO%#K{s?q zPxL|`^hJLRz#t69Pz=KejKpY+!8nY^L`=dIOvQA}z%0zhT+G7)EW~0g!7?nzO02>f zti^h4z$R?Q7Hq{fY{yRQ!XE6!ejLC-9KsPC#c`a#DV)YxoWliN#ARH;HC)F{+`=8) z#eF=$BRs}aJi`mT#B034JG{q7e8Lxe#drL`PyE7f{6XOF0R%xX1V>1OLKuWactk)X zL`GCZLkz@3Y{Wr4#79CTLJ}lJa-={iq()k#Lk46-W@JG&WJgZqLLTHreiT3<6h=`L zLkW~bX_P@Zlt)EWLKRd+b<{vD)J9#@LjyEKV>CfCG)GIcLL0P2dvri2bVgTnLl5*s zZ}dSw^v6I9!VnC_aE!nxjK)}u!vsvkWK6*{Ovg;j!W_)Sd@R5sEXGnS!wRg#YOKLJ ztj9)d!e7{ezp)KFuoJtn2m7!e|KK1F;|Px7I8Nde&fqN0;{q<>GOpqpZr~I?~h>LhgfP_elBuIwjNQqQPgS1GG49JAc$ck*pft<*VJjjRqD2PHRf}$vn z5-5ezD2sBafQqP$DyW9)sEJyrgSx1X255xFXo_ZNftF~EHfV?T=!j0}g0AR}9_WSM z=!Q9BgRvNo37CY*n2Kqbfti?%Ihcp}ScpYff~8oF6@!81I^OT5Axyv2Kbz$bjhSA4?{{EJ`s4}TEo-vELjD1svdLLoH5A{-(hA|fLS zq9HnBA{OExF5)8r5+N~?A{kO3B~l{|(jh%EA``M8E3zX8av?YJA|DE%APS=hilI14 zq7=%YEXtz-Dxor}q8e(TCTgP&>Y+Xwq7j;)DVn1NTA?-Cq8&P*BRZoCx}iIIq8Iw0 zFZyEu24OIUVi-nXBt~Nl#$h}rViKlcDyCxwW??qwVjdP?Ar@l^mSH(oVine4E!JZL zHeoZi1TZ~lpumBAZMI5n!*=Y%F6_Zx?8gBd#33BPQ5?q!oWg0G#W`HSMO?-eT*GzT z#4X&xUEIe5Ji=o<#WTFXOT5M#yu*8Z#3y{gSA540{KPN(#vcU!89)#OLvVydD1<>+ zghvEKLS#fmG{itm#6}#%LwqDeA|ydlBu5IQLTaQ%I%GgbWJVTbLw4juF62R813R%Bd$14t@edB-Fpl6Dj^iXw;SA2=JTBl8F5@b$;RbHv zHtyga?&BdI;R&ANIbPruUgIs^;R8P6Grr&(zT;o~#DDmWK)(VAjGzdH5D1CT2!n74 zkBEqbD2R&ah=Ev$jkt)11W1U)NP=WYj+97+G)Rl|$bd}9jI79p9LR~>$b)>ykAf(K zA}EUDD1lNajj||*3aE(6sDf&!j+&^2I;e~KXn;m&jHYOY7HEmqXoGfWkB;bsF6fHx z=z(77jlSrI0T_tE7=mFKj*%FJF&K;Sn1D%`jH#H08JLOLn1gwkkA+x-C0L5(SbZ4cLgy_zPR{H@0I3c40U6Vjm9R9~{DA9K|u5z)76O8Jxp;T*M_@!Bt$x4cx+Q z+{HaSz(YL76FkFnyu>TK!CSn?2YkY3e8o5Xz`yu~|L_Na{tF-of+9FVAQVC)EW#lI zA|f)PAR3}0CSoBD;vzm0AQ2KHDUu-tQX)0dARW>pBQhZivLZWjAQy5YFY=)P3ZgKI zpcsmyBub$S%A!0fpb{#hDypFdYN9skpdRX@AsV3xnxZ*cpcPu9E!v?2I-)bWpc}fQ zCwid|`l3GuU=RjlD28DKMq)I^U>wF{A|_!9reZo~U>0U$F6LnY7GiM#0dKXJh?ikG zR$>*_U@g{T12$nZwqPr^VLNtW7xrK;_TvB!;t-DDD30R4EAvi)J6v7}Z z!XpAAAu^&O8e$+OVj~XXAwCi!5t1M&k|PCDAvMw>9Wo#zG9wGJAv zp)iV~7)qcdN}~+Qp*$+05~`pos-p&Kp*HHG9vYw_8lwrCp*dQj722RJ+M@$Hp)a054S z8+ULI_wf*q@B~ls953(+ukjY|@Btt38DH=X-|;Vg;y?UGpg#cwMo>MqI>00whFYBtbGHM@pnZ8l**fWI!flMpk4)4&+2`vbuOu!^e##Bth49vuA%)va&$3iT^5-i1XtiUR) z##*ey25iJ;{DrOf8{4r1yRaL3u@49E4-Vllj^Y?j;3Q7t49?*^F5(id;3}@;25#Xt z?&2OE;2|F437+9OUg8zr;4R+c13uw1zTz8x;9va0fB1tyfr11qR0xXT2!T)tjj#xZ z2#AQth=OQ{j+lsrIEah*NPt90jHF106iA8GNP~1pkBrEKEXa!N$bnqQjl9T*0w{>W zD1u@rj*=*aGAN7ksDMhSjH;-H8mNidsDpZ_kA`T3CTNQ0Xn|H}jkaiq4(N!^=z?zO zj-Kd+KIn`77=S?-jG-8Y5g3Wl7=v*bkBOLsDVU1sn1NZCjk%bI1z3p1Sb}9(j+I!2 zHCT)F*nmygj4jxTZP<>T*o8gVi~Tr&gE)jEIEv#qfm1k*vp9zfxQNTRf@`>ro4AEL zxQqLEfJbY{-tB$b~$}i~J~nLMV)) zD25U!iP9*8aww0AsDvu0it4C=TBwb>sD}n_wWD@ z@fc6=4A1crukZ$M@g5)W37_#5-|z$f;urqI9|W2lKoA5)aD+f8ghp6|Lj*)bWJEzU zL`O`-LL9_Jd?Y|3Bt}vsLkgrsYNSCrq(??%LKb92cH}@V-VH80z6h}#v zLK&1rc~n3pR7O=)Lk-kKZPYBA!f*UR;3)wFK`;bINQ6QdghhBnKqN#)R767z z#6)bwK|I7qLL@>GBt>$hKq{n0TBJh;WJG3UK{jMZPUJ!!Y4Lh(CyAh*%0I?7oaS;y*kPwNH1j&#bDUk|kkQV8Y0hy2)S&c0;NzIWl;_lP!W|;1=Ua;HBk$7P#5*l0FBTXP0VknN1D1|a8i}I*|N~nygsD>J-iQ1@xdZ>?v zXoMzcisop6R%ng3Xon8yh|cJOZs?Al=!HJ$i~bmZK^Tmo7={rTiP0E?aTt$@n1m^q zis_hvS(uHvn1=;eh{affWmt}tScNrMi}l!mP1uYr*otk~j-A+rJ=lx=IDmsVgd;eL z<2Zp+IE}M7hYPrf%eaDTxQ?5+g*&*5`*?syc#Nlbh8K8=*LZ_>c#n_xgfIAt@A!eA z_=Vs2gTR9W2!db;j*tk2FbIqAh=53ljHrl)7>J43h=X{DkAz5sBuI+nNP$#HjkHLI z49JMg$bxLhj-1GaJjjduD1bsJjG`!p5-5q%D1&k+kBX>-DyWL;sDWCjjk>6Z255-J zXo6;Fj+SVJHfW3X=zvb>jIQX09_WeQ=!1UfkAWD3AsC9`7=ck3jj=V;gp0Cw5~G_F+H%!9g6x5gfyD zoWv=d!C9Qg1zf^qT*Woqz)jr79o)lxJj5eB!BafP3%tT>yu~|wz(;(>7ktBa{EMIX z55Ey;NC1Hm6u}SzArTs35DwuH5s?rDQ4t+65DT#p7x9n)36U5{kPOL@5~+{|X^|co zkO`TQ71@vjIguNAkPrD$5QR_#MNu3jPzt3{7UfU@6;T;gPz}{l6SYtWbx|J;&#zYEu^E41EB?lI?7%MU#$N2h0sMnQIE zh7&l6(>Q~3IFF0Cge$m;>$rhixQ)BGhX;6w$9RHgc#fBNg*SMM_xONM_>8akh9CGB zzwjUaAdpTlK@b$d5dxtQ8etI*5fBlP5e3l@9WfCLaS#{rkpPL17)g-~DUcGW1L)pn zbU>}C|Fkw^m7K;0(6!Bk|7TLQnItt8(=ZdWFc5}^5vhbkQLdG6Sb5~WZU#z}tkQez-5QR__#ZVHZP!{D-5tUFC z)ld_)P#5*k5RK3j&Cn99&=&2`5uMN#-Ov-g&=>tM5Q8uj!!Qz~Fc#x55tA?#(=ZdW zFc5}^5vhbkQLdG6Sb5~WZU#z}tkQez-5QR__#ZVHZP!{D-5tUFC)ld_)P#5*k5RK3j&Cn99&=&2`5uMN#-Ov-g z&=>tM5Q8uj!!Qz~Fc#x55tA?#(=ZdWFc5}^5vhbkQLdG6Sb z5~WZU#z}tkQez-5QR__#ZVHZP!{D-5tUFC)ld_) zP#5*k5RK3j&Cn99&=&2`5uMN#-Ov-g&=>tM5Q8uj!!Qz~Fc#x55tA?#(=ZdWFc5}^5vhbkQLdG6Sb5~WZU#z}< zumxMO9Xqfad$1n|a0rKS499T_r*RJFaS4}k4cBoCw{Z{m@d%Ic4A1cjukjA=@d=;t z4d3w-zwifvLI)5O!4MLm5EkJO5s?rT(GU}{5Et=~5Q&f!$&eDMkQV8X5t)z`*^m>t zkQez-5QR__#ZVHZP!{D-5tUFC)ld_)P#5*k5RLFZite~83@Q%HGm}g*p+bcU6)IGy zP@zJF3Kc4uWRgiHnPiemCYdlvC6i1t$t06ZGRY(pCaF-NLM4?{QlUbH3Kc3;sHDOq zlT0$nB$G@s$t06ZGAYkL&v`$=J@?-8JNK5M92Gc>N*qBIj-ndJP=n*B#R=5mB5QLowMhHR?hHyk6 z5>bdo3}O+7cqAYZNk~QtQjvyqWFQk+$VLuwu?uPl;2=tI z2xTZo1rDPUM^J^MsKznW;5ce=0(CfvdYnQ7PNNZL(1d2R;4E6vhIVwI6J6-WIrQK> zdT{}L=*IvCF@#}^U=(8*#{?!Zg=x&-B4#m%d0fH*E@Kf_u!O5v#x<IZf56+_(7tn`(3}6sL7{&-jF@|wWU=mZ9#tbfE z7IT=#B`n}F7I6hjxQb<5!wRlr6*sVkn^?y!Y~VIFaR*xn2-zkOI}n7O2u27(5r%L? zAQDlCMhs#Rhj=6)5lKi!3R01VbYvhCS;$5Xa_xn5c^Ps{V2u(l;9vr zaR_B7M+FX}5=T&lqo~F))ZjR3aRPNXiF%wu15Tq6XV8RZwBRgS(S~+(pc7r_#yRxh zJbG~fedxyk1~G(Tj9?UF7{>%AF@NJBa@kclj0BL}(Ig*@y=KK7shdr^peD8hae;{Zx< z5T!VTGL)kNhf#?msKQZH;}~ji9JM%sI-Ep3PN4y((TFo>LNi)$7OiMQJ37#bE_CA@ zdT<`SxPU(NV*rB~!Z1cKiZP610+X1+G-hxSvzWs?E@1(ev4|^J!c{Ee8dh)}tGIzR z+{8L=VFS0Zi96UrK_;&Upacg|ibE(vIVx}%l{kVb97Q#bp$5lMixa5B zNz~&M8gLqoID;lMqXlQtiZ-;P1D)tXH_o94=h2G`=tDmSFo+=xV+5lZ!#E}|i78BD z1{X1lIn3h{7H}DhxPm2I#WJp81=q2P8(70ltm76oa2uPrgDnJvZ4-zc2*OSTBLtxc zLpUN3i6}%P2C;}kJQ9$IBqSpRsYpXQGLVTZWFrT;*o8doMn3kS0DDo0eJH|y6ypF& za1f<9gff()0*6tFBdEerRO1+Ga2&NbfjXQ-Jx-wkr_qQrXhJhua2Bm-LpwUqi7s^G z9C~mby|{or^kV>n7{V|{Fp4pZV*-1rC0xZau3-h&v5Fg5!%eK?7B+Ajo4A851l+exAa)=K zI}wZ!gdz;#h(IKw5RDkbA`bCLKq8Wmj1;6I4e7{0CbE!?9OPmb@~|8E*nMIrW~ z2>Vft11P~kl;RM|P>u>5MkS7*3P(|mW2nJ#)Zzr{a1!-6g$A5PBhH`+&1k_{w4x2| z=s+jB(2aBG!FlxJ0{YO80SsaY!x+IR#xRZvOkxVtn88KNVh;1Tgaus2BCcQwSFwz1 zSiyCy;s(}m6YIEz4cx{i?qCZ6;oAga2ZFE@!3aSp!Vr!KL?Q~&h(Rpk5RU{TA_>Vz zK`PRajtpcX3)#p)E_NXgyOEDQD8OD6VjqgIAH_I;5*$P+4xtR?sK8-V;s~m66xBF} z8XQM0PM{7aQIAt-z-ct%44Tl47Mw*Z+R%;;bfOF0IENmbM=vg*5B(UxAcioE5sYFC z_s8= zp$Pj?i~}gaL6qVU%219997ZLMpbAG(jbo_6an#}j>TnYEIE4nBMkCIk3C(E1S+t@J z?dU)!y3mbt=)rmP;sW~6j{yu~2*Vh`D8?|32~1)N)0n|U%wi7nxP%2<#v-m@30JX< zYgoZ`tl|dNa1-meg$>-sChlMh0e@+mK^(Sc5Mp&RGWgY)Rc1@xgG0~o{*hB1Os zjA0xTn8XyOF@uYk#T@2w2@AN4MO?uWu3{P2u!8GY#SN_CCf0Ea8@P>4+`$$C?%yU5 zI}n7O2u27(5r%L?AQDlCMhs#Rhj=6)5lKi!3R01VbYvhCS;$5Xa_xn z5c^Ps{V2u(l;9vraR_B7M+FX}5=T&lqo~F))ZjR3aRPNXiF%wu15Tq6XV8RZwBRgS z(S~+(pc7r_#yRxhJbG~fedxyk1~G(Tj9?UF7{>%AF@36=_IE1~QR_Y~&ypyO4+7$j2TOU@r=>4@KCIVjMsT4x$u?P=<0;;4mt21XVbS zY8*oij-wVQP=}MK$0;=6G#YURO=w07&Y~4fDLl4fQ7Z=cnehgp`Lm0*g zMlptQOkfgIn8pk)Vit3l$0aP_G8S_Gwc zq7eH~g#9SS0hHh%N^uBfC`SbjqY_6@g`=p(G1TBVYHS90e$Gl00uFHVT@oDV;IK-CNYI+%-|wsF^73v!U8U15m&H; zt60W0tl&CUaRY0(iFMq<25w^$cd&(kzr0N#b|45l5sVOoA`Ib(KqR6NjTpot4)I7p zB9f4d6r>^z>BvAPvXG4&$rst+{PyEU<&~c zY!iqb2*OSTBLtxcLpUN3i6}%P2C;}kJQ9$IBqSpRsYpXQGLVTZWFrT;*o8doMn3kS z0DDo0eJH|y6ypF&a1f<9gff()0*6tFBdEerRO1+Ga2&NbfjXQ-Jx-wkr_qQrXhJhu za2Bm-LpwUqi7s^G9C~mby|{or^kV>n7{V|{Fp4pZV*-_jj^5Q;E_BLb0#LNsC!i#Wt1 z0f|ULGE$I=G^8T~naDyma*&H%$ir^rV-E_j7lqh|BJ4*o4xj`FQHnz-LpdsN7?n7J zDjY>Mj-dv}QHv9(!%5WR6dG_EjW~lQG@}J)(TX;-qXV7jLO0H#2j|g?3+O{X1~7;r z3}XbN7{fRwFo`KlV+I#7i#g2W5*Bb7i@1U%T*Wf3VFlN*iW^wNO|0V)nEMy}Gx!8p~>_$HJ zpa6SOhm?YH%F2IDtBxL_JQS0jJT3GiX9H zT5uMvXhSa1pbZ!#plw0hh6e zD_Fu+EaMtha2>0-fi>L3I&NVDx3P&k*h0Wx*(MM>5QLowMhHR?hHyk65>bdo3}O+7 zcqAYZNk~QtQjvyqWFQk+$VLuwu?uPl;2=tI2xTZo1rDPU zM^J^MsKznW;5ce=0(CfvdYnQ7PNNZL(1d2R;4E6vhIVwI6J6-WIrQK>dT{}L=*IvC zF@#}^U=(8*#{?!Zg=x&-B4#m%d0fH*E@Kf_u!O5v#x<4AZ91(~_6rvG>Si~V72}nc|l97T`q#+#{$V3*hk%L_9LLPP_ zAA3-My(q*!6k$J#aR4Pah*BIv8Ol+C!>Gg&RN*M9aSSy$j#`{R9ZsSir_g}YXv7&b zp&2bWi&nIu9UbUI7rJo{JvfhETtFZCF@Qk~VHhJA#Tdphfk{kZ8Z)?vS_8B9A{ZeEMHs>nfk;Fl8Zn4P z9O99HL?j^@DM&>c(vg8oWFZ?l$i*(?VK?%z2L;%RLhM5k_M;dFP=bRf#UYfT92Gc> zN*qBIj-ndJP=n*B#R=5mBVCgIL5N9tlW95|WXERHPvt8OTHyvXO&a>_Q%P zBOiNEfW0WhJ``a;ig5rXIEYdlLK(_Yfy1c85mezQs&Nc8IF4GJKpjq^9;eWN(`dvQ zG@%(SIEz-ap&cFQL>Ibo4m~)JUR*#Q`Z0h(3}F}}7{wUIF@Z@;VHz{Ih}mtnC*tPx zJT74Ym$8T|Si)5-;~G|Q9jmy3HQdBHZeatrv57m_Lcm|$CJ;Ligq;XR2tpBta6}*y zQHVwiViAXUBp?w97< zgIw%F9(E%idr*MAD8xP#VLys-03|qxQXE1V%29#CsKgOe;V7zc3^h28TAV-~PNE*C z(16ou#2GZ987(-ARWew#q-KoE8!7$FEn7{U>O zNJJqTF^EMR;*o$vBq13oNJSdbk%3HPAsac!#V+JwH}bIu1=x#1>_ZXuqZkKJf`cf< zA(WvU6*!Da96=S1q8i6ggX5^h3Dn^v>TwDUIE_Y}K@*zMg0pBv8`{xDfN921zt6s9qQisZANtl=is zaSI!`jZNIa76KBs3B(QrVJCtSf>4AZ91(~_6rvG>Si~V72}nc|l97T`q#+#{$V3*h zk%L_9LLPP_AA3-My(q*!6k$J#aR4Pah*BIv8Ol+C!>Gg&RN*M9aSSy$j#`{R9ZsSi zr_g}YXv7&bp&2bWi&nIu9UbUI7rJo{JvfhETtFZCF@Qk~VHhJA#Tdphfk{kZ8Z)?v zSJJ>?N!`lR62ZFE@!3aSp!Vr!KL?Q~&h(Rpk5RU{TA_>VzK`PRajtpcX z3)#p)E_NXgyOEDQD8OD6VjqgIAH_I;5*$P+4xtR?sK8-V;s~m66xBF}8XQM0PM{7a zQIAt-z-ct%44Tl47Mw*Z+R%;;bfOF0IENmbM=vg*5B(UxAcioE5sYFC_s8=p$Pj?i~}ga zL6qVU%219997ZLMpbAG(jbo_6an#}j>TnYEIE4nBMkCIk3C(E1S+t@J?dU)!y3mbt z=)rmP;sW~6j{yu~2*Vh`D8?|32~1)N)0n|U%wi7nxP%2<#v-m@30JX-sChlMh0ZH2gVh4h-6Tt{UD8dkq2t*{R*S8784g_H*f)RpH zgdrReh(r{k5rbI7Asz`xL=uvbf>fj-9T~_(7P66pTZKZ36=_IE z1~QR_Y~&ypyO4+7$j2TOU@r=>4@KCIVjMsT4x$u?P=<0;;4mt21XVbSY8*oij-wVQ zP=}MK$0;=6G#YURO=w07&Y~4fDLl4fQ7Z=cnehgp`Lm0*gMlptQOkfgI zn8pk)Vit3l$0aP_G8S_Gwcq7eJ=cl}1R zUlrp3N^lURID|5kqXLKV3M%m`s_+`B@j7bo25Rvp>hKoo@irRp4jS<;n(!W4@IG4c z0ow5)I`I*@@iBVv33~A<`tTVB@HvL?1xD~C#_$y;@HM9J4QB8yX7L^7@jVvs0~YZk zmhcmn@iSKN3s&(f*6nco4C8 z2=RCriFgFbcoeC44C#0rnRo)(coMmI3VC=M`FI8ecov0t4n=q##drZFcoC&|31xU0 z6?g@ecokK64b^xZHFyKHcoTJa3-x##4R{BQco$804=s2ft@r@#_z<1=2;KM?J@^E@ z_!NEk3W>u+omh`SMldk~C!5sLc|j{6ab2M~=15sQZqkB5nOSCy60f2Pub~>RqXuuF7H^^sZ=oJZ9Ur0-AE6r`qX(a$7oVaJpJ4!>V+dbh1YcqdUtt1YV+!A32H#>9 z-(eo#V*x*45kF!HKVca^V+Frp6~AH)zhND}V*`I+6Mte0ccpFO-aMh`wgFFr*dKEnV$#}K~22)@J^zQP2)#uUE648FxIzQa7e#{z!9B7VdY ze!?<-#tMGHDt^Tpe#1I`#|HkuCjP`0?n>Jx5O*U8_aGSeA{6%_9QPv<4&!7O$q7cua2+yM!FQ5c3q7*No3@@Vs zub>jIZnHfRSEXM=HC{&z-aswhL>=BjJ>EtG-a#YYMHAjb3*JX7K0rG@L?=E%H$FxW zK0z-&MIS!H06xbMzQ72+#2CK91ir=;zQGK>#Vo$VJif;Qe!wDr#1ekOGJeJie!(h! z#TtIYI)29n{=g>w#1`)Qo7)89ZUo^T1mj+W;y#4qenjE{MB_ok;vvN2VI<-aB;!$} z;xVM-ab)5NWaCNX;wj|eY2@P>6yRAD;yD!Ic@*OXl;A~_;w6;fWmMo5RN_@s;Wbp_ zb=2Su)Z$Il;VsnTZ8YE=G~!(};XSnAeYD~OwBti`;v;n9WAxw?^x{+W;WG^2a}41N zjNnU*;VVqwYfRxA%-~zh;ycXado17wEaFEj;U_HPXRP2Ctm0R!;Ww<~cWmGfY~oLB z;jYKF3B=t9!aWGay$Hp92*>@1!~=-NgNVgLh{wZ7#3M+?qe#VLNXO&I#1qKIlgPzW z$ivgf$1^Cvvna%KD8ln7#tSIHizvlQD8tLBz$>W4tEj?jsK)E4!5gT>o2bKEsK?uA zz&mKfyJ*6DXuvd=*GwB!6)d&r|83H7{KQk!WS69ml(rWn84SV!Z(<~ zx0uCun8){6zzDvV2ZUo^T1mj+W z;y#4qenjE{MB_ok;vvN2VI<-aB;!$};xVM-ab)5NWaCNX;wj|eY2@P>6yRAD;yD!I zc@*OXl;A~_;w6;fWmMo5RN_@s;Wbp_b=2Su)Z$Il;VsnTZ8YE=G~!(};XSnAeYD~O zwBti`;v;n9WAxw?^x{+W;WG^2a}41NjNnU*;VVqwYfRxA%-~zh;ycXado17wEaFEj z;U_HPXRP2Ctm0R!;Ww<~cWmGfY~oLB;jWBr0&zEja1VlUFG6u2!f`($@c^RnAY$hU%j@D3XBE}HNjTJSzv@d4WLAv*C9y74i3@CkbH zDf;jk2JktC@C8QjCC2a-Ch#?;@C|10EoSi@=J7oi@BWC$@0c-`XY+cOwY*AQ<-|6!#$<_ahPyAQ}%M77rmF4IU=_b&4ZmR>zheV`U=x303wJ%f zO(5<@5bi-R?nNl>Lpbh7BpyIC9z-l2LOdQuA|6399z`l1LpmNuCZ0exoIU=_b&4ZmR>zheV`U=x303wLF16NtMJgnJN-dl8EJ z5RUs1i3bpk2N8>h5RZqEh)0l&N0ExhkdDWZi6@YaCy|S%kcX#{k7rPTXHkgfP=x1E zj2BRX7g36rP==RLfmcw8S5bx6P>t77gEvr%H&KVTP>;9KfOpV{chQ9R(1Q2TiVx6^ z57CK_(2bALgHONu}Z!wGSFpuxCfFH1kAF+g= zu#BIvf?u$TU$KVYu#Vrcfj_W`Ke2_ovbG7t-3Y=x2*$k##eE3J{fNW^h{l76#Y2e4 z!$`y!`sSsKuM8!&|7w+i1W$XvDi{!h2}J`)I`nXvc@>#7F4H$LPT)=*6e# z!)F-4=NQ5l7{Qkq!&jKVDeL5v`UW%j7PI&c^Y|VM_yLRf5li?9%lH{9_yw!@6>Inn z>-ZfT_ye2x6I;0JZ*LQbyAgzY5R7{fiu(|b`w@u;5RC^Bi-!=8hmnX!kc>x>ipP+S z$B~IAkc}sii>Hu>r;(3mP=IGqi04p*=TVFoP=XgxikDD^mr;RNP>EMjh1XDx*HMEv zP>VNFhqq9Vx6y!i(1>@@g!j;b_tA)?hTpJ`-?4!|u!%phg}a{E zCJ=Wc2=^cu_aYScAsqK35)U964v@ z@1hCsp#|@w6(67-AEFZe_{)FWp5LRyAgzY5R7{fiu(|b z`w@u;5RC^Bi-!=8hmnX!kc>x>ipP+S$B~IAkc}sii>Hu>r;(3mP=IGqi04p*=TVFo zP=XgxikDD^mr;RNP>EMjh1XDx*HMEvP>VNFhqq9Vx6y!i(1>@@g!j;b_tA)?hTpJ`-?4!|u!%phg}ZXL3B=t9!aWGay$Hp92*>@1!~=-NgNVgLh{wZ7 z#3M+?qe#VLNXO&I#1qKIlgPzW$ivgf$1^Cvvna%KD8ln7#tSIHizvlQD8tLBz$>W4 ztEj?jsK)E4!5gT>o2bKEsK?uAz&mKfyJ*6DXufO+#rOE%@B{vL{D}VpKjHtx z&-lOa3;u8XivI_{;s3?&`2X++{(t<5fA8;Xa~J-7+>QSL_uwz!Ui?MehrfjT@t5%c z{t6z%U&TZCYj_xc9gpB|;8FZdJchr8$MLuE1pW@5#D9pV@E_r6{Kt3({|TPOe~Rbu zpW%7@UA%z*953R(z)Scq@iP7%UcrBbSMgutHT*Yt9se!fz<-A~@!#Vu{112=|0CYP z8T?OZ#{Z17`1@$XKR^fmA-eF7a1Q?%=kZT)0sj>J_-7czKgTfs1xE2NF^+$QN&IU} z< zBLkVpLN;=ci(SaWZscPR3a}T2*oPwQM==hd1P4)yLnuQzDsUK;ID#r1MKzA02FFp0 z6R5*U)Z-Kya2ky`gC;bi1!vKUHngJyo#;Y0&Y=hA(TfY{Lq7&Eh#?GP1fv+kI3_TO zDNJJq7cq-D%;ORka2boZf+bwVGOl3-*RhHlSi?=M;}$k>8=JU;Ed;b~6NnuM!cGJu z1fd8+I3f^NJBa@kclj0BL}(Ig*@y=KK7shdr^peD8hae z;{Zx<5T!VTGL)kNhf#?msKQZH;}~ji9JM%sI-Ep3PN4y((TFo>LNi)$7OiMQJ37#b zE_CA@dT<`SxPU(NV*rB~!Z1cKiZP610+X1+G-hxSvzWs?E@1(ev4|^J!c{Ee8dh)} ztGIzR+{8L=VFS0Zi96UrK-)Hf*nuGIL@+`SiZFyD0+EP9G-42oIK(3XiAX{+Qjm%? zq$2~F+iXw7W$A3>AQ!ukhuz4>9u#0N3b7AG*pFfyKnV__6o*iTa#Y|jDsco=IErc< zLk*6j7AH`Llc>ijG~hHEaRyCjMhniO6>Vro2RhM(Zk$68&Z8F>(1(5uU=TwX#t23+ zhH*?_5>uGQ3@&08bC|~^EZ{O0aRp1bie+5G3a(=nH?W4ASjR1F;5IgK2U`gE2ipW< z2ZFE@!3aSp!Vr!KL?Q~&h(Rpk5RU{TA_>VzK`PRajtpcX3)#p)E_NXgyOEDQD8OD6 zVjqgIAH_I;5*$P+4xtR?sK8-V;s~m66xBF}8XQM0PM{7aQIAt-z-ct%44Tl47Mw*Z z+R%;;bfOF0IENmbM=vg*5B(UxAcioE5sYFC zLNZd2iZrAn1DVJ|Hgb@QUC6_31rC0xZau3-h&v5Fg5!%eK?7B+Ajo4A851hj7x zh#d&RP6Q(ap$J1bA`povL?Z^Vh(kOQkccECBL%5QLpm~$i7aFz2f5gVJnTk3_MiZJ zQHXsg!hRIv07`HWr8tB#l%oQNQHdj{!ckP?7;11FwK#z~oJ2iNp#i7Sh%;zHGg@#K zt!P6#I?#zObmJU)a2~z5fIjqN0D~C9Fh($nF^ppZlbFIZW^fU+n8Q3SVF8!1h$~pa zRV?EgR&X7wxPdj?#5!(a1Glk>JJ>=%$2Ni3fgtQeFhUTDFoYulk%&SxVi1cs#3KQT zNJ27Fkcu>8=JU;Ed>0- zZ33|aLD-34gdh}Q2uB1W5rt^PAQo|mM*36=_IE1~QR_Y~&ypyO4+7$j2TO zU@r=>4@KCIVjMsT4x$u?P=<0;;4mt21XVbSY8*oij-wVQP=}MK$0;=6G#YURO=w07 z&Y~4fDLl4fQ7Z=cnehgp`Lm0*gMlptQOkfgIn8pk)Vit3l$0aP_G8S5WDK^(Sc5Mp&RGWgY)Rc1@xgG0~o{* zhB1OsjA0xTn8XyOF@uYk#T@2w2@AN4MO?uWu3{P2u!8GY#SN_CCf0Ea8@P>4+`$$C zI=2bL4g_H*f)RpHgdrReh(r{k5rbI7Asz`xL=uvbf>fj-9T~_(7P66pTZKZ-gDAxzl%X6IIE+dh zK^2ao8plwB_jj^5Q;E_BLb0#LNsC!i#Wt10f|ULGE$I=G^8T~naDyma*&H%$iu(m z;Etn$yz9k}FIlo=$&w{YmMmGaWLK6fS+c}r$&w{YmMk$@VzMhsOqQ6Kcx8!+iHV7c z$r6(#CMG5(CMG6cSz@xp#AL}5uPiY!FoLp(l86@cm)}l zi%h(VEWCznEJO}oM=q8i56h5`6)3Thd9>jo+VL(r@E$sG6_8>nLKSwS8hcTL{iwx3)ZsAdaTEby! zfFL}GU_68nJd990f-pRaa6E&V3tu8n1BFESgInmu9rWP?^y9u?3=n|(5r_v6ga;9fhY*5?5sF6;hDQ;O z#}I+X5s4=dg(ne>rx1gu5sPOKhi4IwNl3tRNW}9TwheIF3e~L=)adGtQs|@1Pau(T0m?$Ghmjd+5Yfbm4t;;|6+g z3%$65K74?F+_!Up0Njs2Jb)lPh+sT~5Il@fJc2Mhif}xJ2t1BRJb@@YiD*297(9(w zJcBqqi+D^z0-i%6o<|a1Kr&uL3SL4gUPc;bAsw$E19OpySCNI+kd1}N!RyGy669eS z^05L1cmsu4jUuc?G1j958&QhQD8p8i<4sgx2P*Lvs<0c?*ozwMM=cJb4u?^XqiDc! zG~y(h@HU!p1}%68tvHW1TtqwGMF-wPC$6Fk@1q+x(1Tm(#U1qF1N7s*$^im!KLYUp zg76@M@eo4rFhcPN!tf}<@fafTI3n=`qVOc5@f2e4G-B}#;_xiuF$oEH4vBakNq7Ot zco8Xh38{D)X_$p{yn+nOMJ8TF7G6U(79t0)BNt1Mhh@me3KZZC6k;`suolHwj}mM| zDK?`FTTzZTQGp$(#9OGsZd7A0YOo)*IEXqNMm>(A0mspZlW4-*XvP_|;2pFMFfb8! zUbo>Q+VL(r@E$sG6}u= z9z{4FLj)d2B%VMNo%{2*yJQ!NUl}BM8Hz2*+cHz~hL-6Nti-h{jWh z!PAJvGl;{ph{q%(;5j7Xc_iTlB;!S-;3cHuWu##i((wv1Fc+D46A99zz5kM;5Zs_5>0p;%{YS=yn|Mp zM;k7p9q*z8@1YY{(S`TXjT`8}E%f3J`tSkzabMK{0k|K5cmP3o5W#o|A$S;}cm!d1 z6ybOb5qKPtcmh#)647`HF?brWcm{EJ7V(&b1U!dCJdY&2fMmRg6ug8~yo@x=LONbS z2Ie9YuObVtAsY*kgV&LZCCI}v9ti!det#JxZ_n^A_XD94+qzz$U6EmUDQs<9U}*pFHqL>&&J9!JrD<7mW5G~sPD;|yBx4q9;@ zZMcYbyo(OJhfZ8Y7v4uVZlDLZ(2G0h!w2ZceR~E7!2Jls0|>%{2*yJQ!NUl}BM8Hz z2*+cHz~hL-6Nti-h{jWh!PAJvGl;{ph{q%(;5j7Xc_iTlB;!S-;3cHuWu##i((wv1 zFc+D46H&@g^#;1C@9SRoIPc>_rXs zqZS8Ihr_7HQ8eH<8gUX$cpJ?)gBHAlR-8v0E}|Xpq66=t6IaoN_tA|T=)o=Y;tu-o z0s3*@-T?w|KLYUpg76@M@eo4rFhcPN!tf}<@fafTI3n=`qVOc5@f2e4G-B}#;_xiu zF$oEH4vBakNq7Otco8Xh38{D)X_$p{yn+nOMJ8TF7G6U(79t0)BNt1Mhh@me3KZZC z6k;`suolHwj}mM|DK?`FTTzZTQGp$(#9OGsZd7A0YOo)*IEXqNMm>(A0mspZlW4-* zXvP_|;2pH$Jlb#(?RXa*cn_VpiY~m5Zrnf*ZlM=<(1#DukNbW-KmhJXARa&v9z-x6 zLI@s4C>}u=9z{4FLj)d2B%VMNobi9HL%ta<%MHXH| zHWnfWuOk;rkcVZ+#|jkS4HRNEim(>NSdS8HL@73-3|mo-H&KBdsKi^S!fsS!FKVzK zwK#}697a8kq5;Rzh?8i-+i1oawBQ}I;yl`L5$$*v9e59&xQZ^kk8a#R4{o6schH9q z(2x6S1_;3Y2*d*j!h;CLLkPjc2*o1^!=nhtV~D`xh{O|!!jp)`Q;5OSh{ZFA!?TFT zBqZQDB;t7_;RPh)MWo;*q~c|yVHVQy3NkPknRpdhcn#TDh#b6*Tr5EzmLVT2P=Gg3 zh}9^+r1ur2L zFCz`Jkd9Z7fw{=UtH{D@$i_nC;C19;3G%QE`B;Ghyn#ZjMiJJc80%4jjVQ%tlwm8% z@g^#;1C@9SRoIPc>_rXsqZS8Ihr_7HQ8eH<8gUX$cpJ?)gBHAlR-8v0E}|Xpq66=t z6IaoN_tA|T=)o=Y;tu-o0s3*@Zw3g!{RqSZ2*QI1#zP3f!wAJA2*aZY$76`V9ti!det#JxZ_}u=9z{4FLj)d2B%VMNopgSj>j+x5%@Gl;|Y8QQFsz#5slAc9G=GK5Q}Fp0de>OCSnr4hy*-` zDM-YZF%>W1D@ewRn2r>D4KwgEzK%4^!t4PCM&r`;H!%lu@hxQHRm?{gzKsP~i0>c= zuOk;rkcVYhjsmPg5q^YqSdSlLBYujl_&F-D13OWPUt$+_<5#H0UhG2+euD!zh~J_P zhj9e;_&tu{IR1b}oWv7(`(# zqA?CJ7>`&?KpZ9_9+Q!PDM-XrBw-qoF&!zGfmF;y8fGIMbC7{~$i#ePVF9wS2sv1c zTzn5pu?*iwK2~5Q3h)E0!fN~wMOceM^KO7;~0+P4`{?mG~xW>0WP2m|G;(Jz&~*d|H2)_ z77XxtOu!c~5nse)d;}i2+ zte8HBR$M?EE}etrMj{-e5P{K%#27?jETSguz z9dnR@dC0_kWMKiau?RU>j9e^59+o2?D^Y+|D8w2RVI7LG0VUXkQfxsPwxJx`QGuPP z#4c1}52~>bH8_A;96}wApdQE2fD>rMDKz0UnsF8_IEPkTKpQTh9hcF8E9k^Ebm2O> zaT7hbjb7YEAMT+agW?AWz+ePo2!b#a!5D@R3`ZzNAPgfBj!}rfXhdQRqA(WG7>5{) zM=T~F4igcN$wVho}%7SR}o7>q|OCLj(I5s%48z!W56Dv~e_$(W85 z%s?t;A`P>VjycG{JY-@%vakTzScDubMlO~j56h8{l_t z+fa_}sK8ECVi&5g2i4ez8XQ0^4xtW5P>*A1zzHTAqc`y1Y;ONFdU&6fiR3jI7T4?qY;TQ zh{9MzV;o{I9B!ZajfI#MtLshEj0%tkuqAOrJ|iTTLF0%T(m zaM?O}f0IN`lH7LS56k`KQunDEuf--DFIkuw$J5h;UsKOppV;^d80JS)T zIvhbgj-df3(1=rL!f7<)ELw05t+;?TTtYi8qXSpaiEHS>b#&t!Bx5>KFaxQWi8RbcI_4k)^N@-8$if0-V-a$&7`a%AJS;~(R-yo_P>3}s!a5XV z14^(7rPzWpY(qJ=qXIioiCw6|9#mr=YH$FxID|SJK|PM40VmLiQ)t3zG~+B-bkKo~|M z9HS6{(TKztL}4tVF%B^pk627V93~!Bx5>KFaxQWi8RbcI_4k)^N@-8$if0-V-a$&7`a%AJS;~(R-yo_ zP>3}s!a5XV14^(7rPzWpY(qJ=qXIioiCw6|9#mr=YH$FxID|SJK|PM40VmLiQ)t3z zG~+Bl9Qjy@0<1zI)}RRMP>c;I!6uYq3(Bw!<=Bo2 z>_jDYp$dCYjeV%W0o39U>Tm@0IEDtCKqF3}38&GFvuMFNwBiEVa0%_Wj1F8uC$6Cj z*U^oe=)rCD;x77d5B(T4Wq<$-Mj(bD2tyH!VF6n8I%tI#TBMS?VjYY`8V&q~e z@~|BFScw9xLLt_m2(TuZb!8x?z0@`p1?YN8%TtO$Up$pg1jhpDfZS>+U`fv~Z7?e0b00tuv zLlA_a2*xmkU^qfC0$~`5aEw9(Mk5kq5QVXb#yG@aJYq2cahQmBOhy8xAQ4lMglR~| zbfjPgQZW;0n2mJIK?dd_6Z4UU1<1xCeqU=vEQ z1!dTVa%@KhcA^ryP=!6H#y-^G0BUgvbvS~0976+6pb@9ggwtroS+w9BT5$nwxP*3G zMhC8-6W7p%>*&T!^x!snaTk5Khkgutet-ZBMj(bD2tyH!VF6n8I%tI#TBMS?V zjYY`8V&q~e@~|BFScw9xLLt_m2(TuZb!8x?z0@`p1?YN8%TtO$Up$pg1jhpDfZS>+U`fv~Z z81&@<0x%eX7=j=SMKFdT1j7-E5eUObgkuyUFdC59EAqR_*i>1iJa^zzr3a|==Sc4+0 zLoqg>1e;KbEhxh_lw&(8uoIQog(~bpHTIzf2T+ScsKXJ|;}{xn0*yF@CY(ky&Y}h9 z(25Ia!zHxiGCFVtow$ZBTt_!; zFb|oSk1Q-eHWncVi;;_^$is5vVL-m!#0#-J1VdfmDq(U z>_Ij5p#}#~i$kcx5!B-t8gK%QIE5yhMl;T$1?SL;3uwb7wBs^5a0Q*XhAv!3H*TT_ zx6zBc=)*nqV^Gon0T_%x3_%cvA{fIEg5e0o2!vrI!Z8XF7>!7bK@`R!8siXy@rcC) z#9<=hF&PP%f<#P35~d*;(~*K1NX1N~VK&k+2N{@$Ow30X79bmokb}j@#Zu&9Ir6a* z1z3ebtU(dhp%@!bf=wvJ7L;Kd%CQ|4*ojK)LKXI)8v9U#1E|Fz)Zqx~aSRPOfkvD{ z6HcQUXVHRlXvGDz;S$<$86CKSPFzD5uA>__(SzIQ#a;B_9{Mrpg#iLE7=ajqAPhw? zh9LyQ5sDEA!$^c<6e2Jhkr;z0j72oYAqL|SiwTIsM8sn<5-;Fb|oSk1Q-eHWncVi;;_^$is5vVL-m!#0#- zJ1VdfmDq(U>_Ij5p#}#~i$kcx5!B-t8gK%QIE5yhMl;T$1?SL;3uwb7wBs^5a0Q*X zhAv!3H*TT_x6zBc=)*nqW6)Oy2*6+jVhDmT6u}sV5DZ5sMj#9$5sp!az-UBb45Ba= z(HMsqj7KacAPy4|kI6{D6eMCQk}wU)n2r?8Kq_V;4YQGsImo~~WMV$DumIUuG{C^9 zc8*?*Tr5Q%mLnf4QGit_#2OS~9g495CD?>gY(W{ep&Z*$ft{$tE>vL;s<96>IDlFl zLLH8v9>>st6KKRKG~qOwaTYB&hgMub8!n+8m(hVM=)^U2;X1l;6Fs<%Ufe|=?x7!p zrVS8)!3e|<1YszGF$^IXj!=w17)Bx-qY#17h{PB~VJxCC4lx*ySWG}1CL$h_k$@>k z#8f0<8j>*`DVTv&%tRVyBOP;)fqBTpd}Lt(vatv`Sd3gOMIM$TA1hISRVc(76k#2T zu>mF6gi>rl8MdJu+fjj?sKhQ*VGpXY4>dS|S{y%aM#wxA5#P>$`Wz)nk#8f0<8j>*`DVTv&%tRVyBOP;)fqBTpd}Lt(vatv`Sd3gOMIM$TA1hIS zRVc(76k#2Tu>mF6gi>rl8MdJu+fjj?sKhQ*VGpXY4>dS|S{y zgkU&AF#=&2iExZU1V$qgV-SV0h{ia?U_4?m0dbg!cuYnDrXUehk%VbT#&o1$22wE- zX_$?4%s~d`ArteFg$2mQBIIB(ayB z6nR*Ve5^zPR-q7UP=s|T#s-vN6H2iKW!Q#tY)1ulq7u7Mg*~XoKGfg+MNWwHE zV>(hW1F4vaG|Wai<{$&}kcs)o!UAMt5pu8?xmb!kEJr?8q5!KyB6nR*Ve5^zPR-q7UP=s|T#s-vN6H2iKW!Q#tY)1ulq7u7Mg*~XoKGfg< zYH_Qdxpc?y7g9E6=A=Kdr>TwJWIDtl-LK9A-8E4Ug zb7;i{wBZukaTy)Bf=*mR7p|ilH_?OJ=*3<1;U4-iXvP2m7>qy+K@f%_7{d^P;RwYD zgkdDYF$xhFjYy0^6viSN;}C=Kh{XiNVItx&83~wzL`+2zrXd;Ak%AdW#Z07OHqtQ% z8JLGm%tsa$ARCL2gT=_jQsiMd^05*HScO8YK@rxW7#mQ6O(?|{lwljnu^koIiAwB3 z751PS`%r@esKp`F;Rxz+3=KGeMw~(uPNNxT(Smbm#RatC654SY9k_x{TtgSGqZ>ET zgWKrEUG(7|`Y|YVfB+0eAci0aLlKN&2*GfKVg$l465$wy2#iJ~#vlq~5sh((!Fa@C z0^%?c@tBMROhF>1A_>!wjOj?h45VTv(l8t8n1c+=Lnh`U3k#5qMaaQo>rjjhD8VL_VhhT!4dvL53hYEBcA*M;P>p@4!2#6b5bAIQ^*DwGoIoQ^ zp$VtajI(ILIke&e+HeW&xQq^5K_{-E3)j(&o9Mx9^x`i1a1Z?$^zr}!7>qy+K@f%_ z7{d^P;RwYDgkdDYF$xhFjYy0^6viSN;}C=Kh{XiNVItx&83~wzL`+2zrXd;Ak%AdW z#Z07OHqtQ%8JLGm%tsa$ARCL2gT=_jQsiMd^05*HScO8YK@rxW7#mQ6O(?|{lwljn zu^koIiAwB3751PS`%r@esKp`F;Rxz+3=KGeMw~(uPNNxT(Smbm#RatC654SY9k_x{ zTtgSGqZ>ETgWKrEUG(7|`Z4J10|a0&0x<+Z7>ZyFLkNZ=6eAFZkqE~qL|`-`F$Pf> zi)f5P48|iC6A*`qh{t3kUSy+H% zU@!tP1VI>zU<^YDh9eXs5QdQm$0$T#G$JtuQ5cJ8j6)2@BNh`7hlz;CWF%k;5-}A? zn1*CbM+#;j6*G~B*+|D6WMCdLF&|l2fNU&64i+O9OOc1=$j3?)U=<3n21QthVr)PO zHlY+-P=;+N$97a;Cn~WERoH`S>_ZI>pcaQvha;%RF*M)=8gU9uIE`kUMGMZM6&KKk zOK8Vsbl?g)aSdI#j&9sU4{oCuchQG?=*OV60Rk`>ff#}y3`H=8Aq2w_iV+CINQ7e) zA}|_}7=tK`MKs1C2ICQn35df)#A7lNFa?R2iX==!GNvO1GmwgzNW*NTV-7Mf51E*c zEG$4a79j_Vk&C6s!*b+fB?_<#g;;|ktV1z2pah#xiY+L^Hk4yKDzFok*o7+WK{fWF z1_w}!L#V?M)Z-W$Z~~1ug(jRvGtQy~=g^7^Xu~D6<1#vM1)aEtE?h@9ZlVXb(Tlt2 z!#(t4(5wLhFc^Utf*=eNaiI|EcOhYoJBLy>%ikV2mY@}ljGB6LBn2#(hKsFX32aA!5rO3l_>Fa6P4J7D(pcu_Mrv`P>VyT!x7Zu7#eT_jW~rSoJKRw zq6O#BiVJANCA8x*I&cM@xP~rVM>lSw2e;9SyXeC`^kdLB1_;1l1Y!t+FciTUHo(9{ zT!etrMj{-e5P{K%#27?jETSguz9dnR@dC0_kWMKiau?RU>j9e^59+o2?D^Y+|D8w2RVI7LG0VUXkQfxsPwxJx` zQGuPP#4c1}52~>bH8_A;96}wApdQE2fD>rMDKz0UnsF8_IEPkTKpQTh9hcF8E9k^E zbm2O>aT7hbjb3d3;lS3xK6MZM7&Lo;01QSTh9C$-5sYC7!El6P1i~;9;TVMoj7B8J zAPQpl9Qjy@0<1zI)}RRMP>c;I!6uYq3(Bw!<=Bo2>_jDYp$dCYjeV%W0o39U z>Tm@0IEDtCKqF3}38&GFvuMFNwBiEVa0%_Wj1F8uC$6Cj*U^oe=)rCD;x77d5B(UF zK0p8lBM?IngrNw=Foa+@LNNki7>RIguz9dnR@dC0_kWMKiau?RU>j9e^59+o2?D^Y+|D8w2R zVI7L`V{E`run9lK7W@p`@N;a(w6z1@jh*V3IBjq4pKum`#yR{27w}hH!ryQif5#Op zviDiA5e&gcF%%!eFnk=t@d=E;CovMA z!YF(iqwyJx!GB>aK8tbq9LD4Gn1C-}BEE>p_!6ez%b1Fd%P>G&FE;Om%)Z(ugQ zi8=Td=Hb6FAK%6TdHNK7%p%FO0=!F%F-@czhlc@C8i77cm)M!W4WNQ}Go{!&fmKU&9Q19W(I_ z%*Hn{2j9Xx{5R&~+gO0_U=hBH#rPhU;`>;R|G`T90ITprtig}44nM{Q`~;iuQ*6P{ zunj-QcKiZ6@k{K&udoNd#yEG)Chy7=!=9SbP@a@Hvdf=P?0az(jlzlkp`?!Iv==U%@nd71QxG%)r+% z6W_pWd=qoXnY1^@Lw2<&te=thw=D4Cg2O0h%aI?zJw|GGN$4yn1-)nI=+S( z_&R3d8<>r6Vh+BAdH8S4$G5Qn-@zh$7mM*dEXDV+9RGur_yJbohggFjVI6*q4fqK* z;iuSwpJ5w*j_vpbcH)=VgHNK7%p%FO0=!F%F-@czhlc@C8i77cm)M!W4WN)9_VH$4+14r9c5s7MHn`yiJGkkFJ-uQlooujxg8pbAgMf+T;DU*y z&|o4KE|^FL7fd7v7f7Uq22yCDVj?Ltl1ht>rqW^~skGQghx>hQ`{(mK_q}_byXWPe zyXWQZ`4P_JO}vG-@nif1@8Dhh6hFhy@e90%_wh^o3ctp0@Bu!=Z}B_)9)G|`_#^%Y ze=-o{WB52efluO7_)~lupTVEuv-li7k9+V1{5k#t_u`9aHptK6H2xc{cmaKQ9Ygpb zMsOZucncGF2T`_K(TG7T;;;M44QNCYnsExJ(SlaAp&e&%79HqB z7rN1dbLd4M`Z0h(3}F}}7{wSa;3CE`fk|A#6fR>LGq{4QxQ6SP#T;(nCgyPq3s}T$ z+`$r-aThBd53&-guo@u<#Tu+d7}jAuHee&du?Z1~#Aa+k6rvG>Sj1r~;*o$vBw-tp zk%CmDVLNsp9XqiLyODuC*o#c;Ll&};gIwex9|Z`Y5Jf0P2})6p!#IKpRH6#iIErJa zK`rV~kK;Ij1~j4x%{YbAXhAF5(2g@Wiw<<63*G3!IrO3r{TRR?hA@l~jA9HIa1rB} zz$7kV3YRgB8C=0tT*GzDVh%TO6Z5!*1uWt=?qCVaxQi9Xf~>?UtVRezu?A}qhILqv z4cLfqY(fMgu^C$sg=oYe7ID~$cqAYZN!W&Dq#zY(*p3}Y$4>0RZe(B&_97GekcDjI zAQySaM*#vTL=lQnf>M;@Fpi)Cm8e2Bj^Y?

      zElB1YNXLSxQ{WI3u^VmF~j$sk4>C{DdDdV57_STz^UA}&II2kOL z=J|SfJ9<4D&wF>(|38AM#)19zWc=Cq^I}%0w|z(IT?{0s-gD|*tfmw77&!itbNTN7 zxBR}3z&SqkWHh$utIJo4*{C<1Pp9+Qwc`32f=fNg3G=dLZ~y4|-DmqJ5BJ$LGyeFc zs3e!FqcXRNx$W-r9(?NYKZY*;ym}O!q8Y?iGDVC2oQUkn(b1E~FP=QyKV<0U(TkNM z=xVwFgmt5^{tlk?U+kZJgCWe-Uq#c84w<6OM*Nkf zcu^p%NQr?Tv((zC_H&X0ym#^kcONsw#$OQ)BQ7cWA!>%GRI$4}JUn``fA=Xvm22*b zrXLqFMPy=kdGzq!vxmn|4-fYrFm$=yh0ygQB#n$se_FC>+3@7#m_dxcu^Tok5{=+f zY*B?WxUUQP%LZ2w4S++o2u?i!j02qM&X2~Yi}9l|INPJ~bPS^>Q(^qcv4{$7>H)ZR z(}+@4^P}-A1~*%&710Pv#TJz+TKwqw@xi_RgKu^U4vG4~VT&-hZ$3XfK0bNp%bkKl zqJD7L!hrjNOgC=U?)Z={hy}_(^&C@l}7sl|c>Tqz`!x9D8*X#cG9>CB zaj}I-1Z0%oMWy0&mTEK`Wk<8<>3TUj?O%M*GgGiGQ6f>lF0n;emvF)4a=Civ%RMs} z>k=gr^`pcV2BjGGmuiaByXKjdxv%20nN8DCr`^D)lBO=u zs9#j5^uqDYz)0(@3ghKu@LDZ%_tZc1i^5EagLcsiNY?}<4c31(>ibFJiR}C90z^Gc zUG6`D6?eE}6waSnPs+CRG@GWQC%b`B6)mjRjjm1x%f|&@Zf`keIz$85kS&(Y1aJpM zaj6%JnJx3c)kJ;Z>J~P&#F(+@@@KycUthpI{M}3uVeds0097Ul>152E+MkF`x0(ue|ZY(DdOm4U86r z5dE#e)tyJhYGn;=c_F$c>cdvIFyLt3Tp2>OdQlAT961rEW!@~&4MD7#qj80Z4JZrf z{;W^8T(GL~DT)DPB}2qSle>yS|6)`QBR!1nbRw4ruA=AzhYS&%Fr26x+ska~rsP$0 zuUn-+z73GENz5SE@>RlP;h_AB-7niut>~2fbv41HA z^dr7!AupqF!KA|mAn3ZZ)?c}WOZm~!@d`E`Go}CQYg0O+K@sR$wkyJe*O&9vMX?<7 zbn{>C9zH>W&_izX+~e(k)(vt(KI%B6t#KT>GsD)pYEPu4ak(S6A&8RD6EvuMS^>8N z=nq%JzS|9$|KEV1L#v%>65PZHM3;9{rMSuA=*#}0!1gQRm9&rCjMx;k%X&26!jKNh zy2&+1tH1l{k9^-p)PJzo|5nI4qEsFu-JC!sj(^2vwX94EMbyXgCOCLf<(X;9w-2vx>eZYAu16)1ni))9KdurfIQ-9IONjZc|?Bh?a$GA~ZmM19Usw=j+%4B!gq6%=WDrDOCS2qjty zI&WqtQ1_u1ni?^Bu0LC1DB0`k4;A3rN>4%!6hIdc_mqQNZwZPP?=Hue#bi7ymgVSh zZ#^4L`1H7?1|_@@yL4SV;C!D_uI4qw4ShqJK!U)oJBlNcq*;ljhrjrz05 zuiSm`bTJ>oCNOKg{6BXn7H5+t6#vH9iWXmLk&fr<#jrRoE(dVh8#Y!5-u0Kc^2j^_ z!pI*ONoX~INW#`x1UXu6w+V9yNg)A32cz3XEDrUMF9`APvW=lo*(_pG*zJue=rCK0 zVR8UC%_+$6uX1H@=?4UG8yoa=S6T>t@1%IOk~{l9Y(W;rt&wCFP;@qWheJ@#7jx&a z(am3PLBfhpGuaRvN=56LwN#jA+&z9KxL(T&L4bTf1{VrKr?XR+wt)L(t`QK6rkwz~ z0)dEW&hH|=e^jf5QU`p-GuYd4Hh`m+LS{il zx-n_aK|5irWP*zJPa^A47wfmMAsj~dCzJ%qDQy2G){w^2%Sl=8Qni;GofFZLD2XJp zBtp7z?I{v1x$R=Uny+487Cm#D#?g9d9ocFd zxIMJpnTV&MnNzWPqT3jbBg4%JHxM_=y$$YaInkW3`Bt^?;y-Qh-&#&|o3RYoB@Hr8 z7U|~FO98``xW3==evTl6B#~-3C;+Sd+5$Wn-ygqs_py|Oww)t|S;U2~AfXtKX`*2B z=$k#sbuRkP*Cp9>(N+a$;;L^ppMVl-kD%fF2019*>*sWU3%CWVe-07RatkWU4f9l4 z9?XQ6mL$U5;_q`KWSCc=3x+>5Ll|4!GY(jP{Nla$#>)#qvbIIC2#+L*7$}S?Y#JEj zqA9RB)ZcYyDvGbCe`qXM^_?-)?~6fGHdOWP!`bE9v-ARSp z!wan}Jhd$rCGcq=4*`cGuADm%MeJWJ=F@>|o9uuq^GK71fmeoCdgalzwv#H@w*9<^H~mB(^7I*_mebgaKQy_TBr1_za& zCB`HsygM2_o{yJ&_w=+~*cZq;kx*!3k_lQTr|n?DcD!1Tij(=lJ(fVUtdsj_2f;EB z7^yvo;oTaTpcV(k1djK2jF{05A!ZGYjy-OmYH;(3bs0;(8z9**&WbfEmEIUbOa({U zrk583`y}}X*}hs64#BKj8C}xT5(Mb|`zI(jvwh1GN;2gTR0;rT^^0tE z-UpIFbc!XyqB~Y8tVIEr$wgPR0G*jF>&WHEw^3xsfQrjKv2PSRm-Iem%fRU%9e`;K?Vuv zDI65Q)8`)D-{;Tj<@Y&7G6b?@iLg9Fz@zzk1ShKac$Gf{AlV>1WQ`C#nmg)VbBbgL zTFEj7>&3w{*4gt7dIThcuoO##?VcVVupTwc zPD_Ad2%TbxTJ((UPsgj_#W573`8}xlBYRCah_GglKs^a4>}wHI<@^McP!2*R01&Gu zNU3WK9?d%+b&zZbCAKkkr!V0WUwn3QUxj1lk1b!qb*TmcR*YjRES3Y9o$@?BKh8g^ z$OaK2YlP^@=Z`026)e9so{i=&_ow`V^89?>CLe-qw>8%H^m;f}0}r-24v^pLYr;Xe zHT#&3%Mola*@v6e7xOWHXtM(yTjYbFt+qzTo`B`c0rCSDp&SRSSEx|U^gbHWZ-HXL zb$gyYHkC9Z_<$)QqeqNwWKW9)TrY6yzAf1D>`jP%6fpyX=siAgGM*OFY(L)z2;~rB z(#&W&fc1C0EO&#oq8!7D08p=8zjba|% z+v_wG`HfgGqQ{NHGLUH@8|H7&;!#3>z3zpigy9BPf0&l@hZ`gta&l~ATs%Re*S)}$ zpix|Y=~$ykHl$H(V>C*4V0t>-&0gV2NcY%^3{!f3vdU-&H7~CAq@p*AE;M3ygdS-} z(PKm7JPE^Oy)eQQpFd32ghRONRt9uJ_D9x880!4&k5CT67FJ&p0*hG=plGY_ zxVs*W=UN#|@qgZI`Md)$Ts$a@y5v4d7(tGPNnB@gR8UZaWP7|AkBXaQ4~nOOF#6it zo8w$A9uy|Qx%9_3!nqg}6d}R6^mo*lGy&OtXLs?SFzV1|q_b;F;Mj=63l*q?VWT43 zXk-fv8^x@=to3Fj2>~4=POf7dA3N4@MK-8oWL^2kdh_wi*YCnbY-`wB`DbswxS<=u zhH%1fG9Jv}&g1t7lhK%sXy1vBX!hqCm*z#MC3ZVA2lx#5F5cve7YQ;952G0HGaqmK zyW#ocgy-3M29LMTX9K>G=P1gx{?Ny_Zeck85aB$YGdX`J$`QKw#cDda?P?cDVJx8f zEDhSX_{8;zpZU1q-wn?nB~t18{+MKkQOWd2K7JKRl#p%@t3Dj*cbys6=c!z)kHg%1 z$O2KQISl%(x#Ecd_(l|f`Oe4NG%%{BJG<-i`NqR(u=(RSe{)0}33!1xEe#^}nw4or ze4k<(G{97oh@-088eBBU)tVCAGalsZ&*OM3m!(GrYGSo@sfzjyRAeZ`5t*h&L9*fM zN*HtICWfm?#9`HK4X)3Up0%96>KA8ca6pou=6e!V68X}Hf;2JA>Ciy1Q3J(?hWbMv z>$-*E{3Ar{^=drf0`Er!F2C{d(*!Yg(IBEfJ3E_R7UzAJ?;^_gynx45;8FJxUBq*# z29fm`e}qZTPHKY6VlKu>4n{*V4A3+)_WA*^mo>D0H43Es#^yvu?~myQ7Tw=Xr0XUK z<*dL!{-mbvYVaVDfwqE`ga8js5$*PqgblYW?M4?-p3Jk53nS=iQbS>lQ2h1glaL1E zNKq!jbXUBcq4v&B2ebEC5Nug2mnm!PpeoEFvC^UYq^#Zq92D%!615CJ4as`OnL|R`m1?golYw+aACS`xn;~x-9hee zYTSd4=A`*xH0sZsYjNhy`W||yL^p)BW{%pWr>7~k$>egdT=q}LAFQoY9xYE#dx;0} zau^8O;}XUhlxJA?`Q*EVMLh@`y|My=xM@eE`nbHDyzZaEQi-~p(LP7rvLlA*2eCU~ z5Iv2}4s}%+;sLK^Y?dj<5o-VutT2F#B%jX5N+^f0l4d4Qc)VFP_4UDgZ?>q%FjF9? zV~;m0%8TN=Fhh_uo$t*K{TOx*2GM)G`P38jy6_MaPs4~!GvgsYO_CDQKZM{s&K^fJ z(I7%SCZHlcBZx`_;G!~EYIJTY%O62F@eo+v(rA><|A|J2b2#8USn^vK8rI>3u^GvR zfmWXu0s+&*xXL#O*%_9C|b}Stg5|gk1(ibLdc?N>fcy(cIi^(4dG|?bf%@#H7abnnT zvg(h<%avNvVhYZ8Vn#azl{GZ#q{lXhZ@>kCgNb_2SL%5U_hJa6flWS$+lGS5_M|Uo zXDb+N+yNp#eIb-XfJrl>X3t1=HlD21|1qD)A8e6q5GArkb$SMfv&mp~ZuPAE0ivQB z1XwXfd|!|=K$tHMi%}oE^_*XPv(AoPlynd&g@AB99Sh>@@S^ZUgZz$VlMlkSp&)cx z<0diTd@$x3Zh2{gMKT1jWQnjm#?Dg7{2Yjq4kIQIVrpLZCxe%I z2fkhE??BC*dJr^kYSirOn!0(pwQ_5?k$M7dY-(_Oa?a`1XwiRJK>D#-_7|%&<|6qy zr%gVH+=ha#;)^P@{j$8Rk)iJ(s<<4I1*ia_44&oAIlPlJT8ypdAM%$w4c!o4)5ti9 zCj(KBKNS6|dAYrr={P?FVYEYNSwn-^Q}QVrFBsJPl8+`D#kerwJXHu?RdZ{r`Bex) zIS8{X>uCV!pgyeRNIT8uI>1^}4q~mF8NJdSwPZ4Kx$NY^MNTn@4H%;SJgM-a!^83f z7?KU4!!`z@$Ha^AU?7$9@=Z)A2Z0g*s7_D3T+C*x{=~kuIzL_-xS6BC6mUmb8ht}oQ zEpLnpG6>-o;Gh7WrG8x$8BF>^>0;>orGAHg5Po%OLk$Med%}XRq>~>O2<13pep3V8 zBu_2b)z#28%?LhnHMA#nf|JFkFliL_BIKt|jCKeqYiNc8&nS9jZD<>2m+*jM2%Tbx zzW6Cp$RE$n_=%$@?T{!s4*!xka;4Q{JS^0MW%5yfI#~7LEnt>N#$gy5<<4UwlKBH8 zo(5w%yxblPMI2$!iWvudRSf%Q6IUb0QNtKIVU17*>2Pe#bPgw7J7Y*sY=7w#4l+RP z(6n;`tH}LYup7R^7hIk_d3ji(4VSeg9 z&=L?-Grcd&ro0{v`abagE*dgKyGK|=C9ol(80vUE`j*85-c6Y)ck5rmvjYoQ=Y$ny zSTQPi-}?JbiA@e=pRAizMg2)%;0E}3=M zD+KCkur(0GO`~$9kBd<;T@ROiwZO^%w~WdHSszly8X?lDt3?ZzuNcCXQ&*R244`6+ z_-IaMQBs%mtUGz+QzRTiS+Pf;k|Niq@ED9c#$+n8rs{=QH!+Hod{H->3}9V`Svu1f z3E2oj%^Fom*Cx;;nij@fSC=igPW?mlQ^9k^C!jBxGAHR4 zeMvtRy#|B2r*$KbZeF>{Z&^1AGDyW=!9f9Nd5+T;aJMYaNpvG{EtEp@6_lm`eF1|W21Ya zcRJKv<>&QInL#psuKwR}=L9bYS9hRBai==9J)U09VVpl3j2Fw|gT5=xKV;1c61e$9 zOZe0n>T9WTUaZg0VQ<6PU|0yU{^J&8bvQPY*ZJJYEJR*ZnH$XVA}^yG!>^fR01$Fu zL(Lu7TAm^)y>{8-grhil9w7`7oL+x&^_91I88t6~lgOumuArpo*zM3A>9`~ug{#>k zP@$k@l<;b@T=d^LWy4rrLCYo`1&a`p;ojLE+&iafZ~+3s70M%A1z&pmZ9e79E04Iu z(;$~H5H#KVQg`FY)D2-RH@`SU10aztf)nP&AT+dcBUj$Mm{1MF<1x#NPj@@I*`*77 zCDkxK%^3AZZzHVl;35l@gAsK40yf}J=9hdL|DW0o#c?hU{`e=RhtVf%#LrG);l#Ve z_P=x}lFcYhD*G!V7=6G?6l{30m`?|)Xbi^;;CwzG2miK1$sA5;qB)-#+34|5QMTgM z3f7tQK~XmRv^*XfWs)WlgM~ecUic;Q(H81MKq=H!BTSyZ?$AsYpEQxIkBo`lCF#2? z6&~O1!+d2uft{SNGwgCcvlhVqTbBZQStiQr{oaTjHRgOd98V?#&<+fTR-fzAm=>Qj z0j-aWRKFH8=3?+#J=-v}_n7}>ht?xJ(xf3D7)hexemRDBpVdVOi}9jAUh>}7Ww^H) zrO9M}Wdx&T0kOX=$FpI$tFqfIaCOc1Uvq<` zU!CP&TFIzkqL9BW4gh|>d{v50TK>=N3Coza5}Hvko%46v3hz!S|F0cLUvkY8pHE3! z%ddTiT7MVvxA%Ete(wCi;B2;LT#!X>DsorBSz;8ovhFpBRq@a#WyD5_*1wa?y6^ z&jwR#$7##+BR<+eO}I*kg;+ z^>{Mst5SsZ8fU}z8F9=P*d%zBvIIkd640&j0%`S~+7tZBw!o`h`;kF`$Z2iWgM2)L z>uUl3)p%&drIzdZ0-r?Xb0{bSO}PcyO8ff5GSeH*t@le>Zle-7HIkwRgL2RjPN1&j zn9R@nlLFQOS!iv!J}vM_l%R%z*y$E9fv&9t&1uQHm z1$|Q9qxC} z7M8|Rm@%CC(KSh7u%Hx?IJ&$Uag@VA>~0TGS-kGmDu|x0;mNT@e+ifJvLT@57BEe? zW+BJ_`tLRbgiZG^+ce7qqtZ)hSr2&Cm|~b2e*{c-JBWbGW7}%sYhb#l zI^>t%yu}CVAm3|-UFL*AME;PDbGC-@T4s_8yM}0<9_0GA*Yt7UKh==t4e`zH_gd;LE2OPC-|`+b&7x184s9I!{?VvEp( zf~U_4xTQ8ygEB}gUx5M~DeBBq6=8u62(qbHAFJbAc(=tbS~J|~ffAGrqz zq8Igj@T~u0|KuB9TkhQn zGxN$4g@&e}8_mPK)R+o=eV|&g?)z8GvMZ+}h*+CR#;~Di^j;?;+IuH|aQCs-NDU*Y zBZ{W(#qKgktYVLNczE<=|L#*S+T0$2^u2hofz%^t-Na}YKVbHtLsi3^z)>(Vh(cxv zP|IS}eDv_%vxmn|4-fYrcr~3HH7O4-blOPLI4v9-jnj{q%v9?wwi+YrK_zaH_IY|zNS4;ouYo+b zUX{1pwie*z7b6HNYy|b`(fE~DjBFzygD`p<0)iHk;YUc5^$^-u8_rB!e@6~+)C>c{ z7JKQ@^W%ei{RiLNnyw84FKW|5a(EH+H=iFKAD_JQ<*k7>47{LC3kkI7Am$5ZoGu;2 zaEPO37|=oJo;lOybv)dMy#Maw10Kx(?vFn5eIHT(p+dC0fyu|uD@p(t%0u^|`RFr6 zP&xiQGxxRdrOLtZpdeztdpsLo`X?p1`L3q!N9{02tn@CQTIpqTCL7iDWv;GE@)59% zJE9e{^OM7aM-QJLd812ic8>JDfU$uTTf~5;mu7Eks(AG z#fpN_>Wc!NtBu+4ue%bEaf@4!HJ3b;o<=ZXOO}o4hFb4$Zh~+O9a>HtK)!Q${P>Bt zx8)8Xn!49AE_1|6-;;sWnY-#ifp{v`A~gDp zSS5Vf?z{8xj15kw+r?G#Lr^|_!DR^}SnXuEwyZB?iO_^@Q|b$DqM9v-i}5MncYd*5 ztr4yWkS-rkgVs&^dR(>d&1$%j4u^HhBjk7@e*{fuf`s5bNIj0>?CkJD>?$qKb;%3@ z*aa8}oR$b=x^B2{xsyO9p9Y(UenH#E>Kgkec$fMXv~4l)z_wc1;{h#3R_Z9fI5xMy zi^y9pjCnYOpbJ3IQ-tjGWH6ks7W3I15p`bnTGRI6tsB@{7D8Oz*mdW;6sx8j#mSvm z$g#f#chWy9R&cebsL;F|n-KRPB`s`~(&KNHTdCGB-~#=lGKGOV0pKb_xIn)ctk!TT zB^%;e9zYZs1+WLupcB&?qevbFr?rHiX*WsDJ{ za1B3Fa=TpK9o9%Uf{=GNAr;5R@b*vk4~ikU@d7F^!@*=??VM}5{80Iqz{LYxXld}E zn(3mmpMj>-KP}*q2i6n+eO5Xr08AH!VM1}}vQShUxSf~@)AGgP}9ug6RQT5HU@eH2DzIc5(UtJW-F%SGLH?4JHArTvj zM{n5lGaHXyE&HoE{1+Zz<%0c(>+44rDikRxzCAkXfxX5{{%qm(#kU#{ib1zuc`XB< zEr;_3pQ*N7?DjJ0CHEi$r?C*L!Gae9u2+Z>4hoSp(mXmkUctrBz2OC%E@Q#@`bHX# z3B^h3^5)a|^m1VN*Y$OI8x@Ka8a$tqp}-^&G^y>#K9o?5~i3Y4c84^^i|G8aYPUC0`nD&*yiK5aKc#*`38gQO2=5QYq zTy`f5`agCksKqZyOzRs*NLt1dg;WD{l~b_5(X!Yf@<@_|0znhe<#myAnO{oN& z`GU#OGNTi@CCgDwzX>Fi==aE`2$6@9$P`v_9#06-Ue8HYkAnGww1^$AQ`JMJJ3)rdWy;7RhL(tuRHBtR#CZP7LhCf4n_N2 zF^HHFC~WVqSe-yjj0|A^NA3U?W$TwW`l&OV(LH6gQ3X0L=7CDm|Fi{}kzpfg@gql0 zIphd(mVp%O|19KWcT0g=BjGqS^j-G2k_m4Dukv&7U(X2fKWxE<&Bf#RP)0eVdStxP zp2}?ZpKgM12n?m7Gts*5K^3@Mf4F=6j0Drk;Iy#r|7D~JjOqNTzRn|jQo zqeIJsLm@^@<W3*8%QajL^;Fp!pNz5*Fam7#lX(`m*Lbv zED8$cp=W^tuA)A5b{Dl=BMGo+C`^e6B?$*Uqc0_i5Xf7Wth$q>!i3V$`dfgBlE#gE z+2sMJ8#OcxkKuCW;P6ngl(SV8A6Tzx`$(wC#2j7?<*8wb_F2qV^VRFiqGwJN9IclF z{|T42g#aHPM;c#4=|lwUH@*)`Ka;MGXd453jFLrRh|ntc=p53pD7_J`vBCZD=ne6W zvj2C>l(iviztGK~qZ(wB*0iq7wrJc9LUX{jy-g6hW|Sgg-5Oz`Kx~u>@^SZrv>kGT zY?_I~cZ<*~*UQ`S%Ft0+=fU{?_`SQ2aSn}&p!R7y2et*WSVcv$+9Ncy(V^J)>amM| zPE+M#qTZ^VErB9GOq2aKVT8M1Pq^8Q+d(kAGV~B#JL! zFI_(JksYMi%uAAT|6(zp4*a%jyBHhel_Z@64(-RbbOg8w%Aq4{c61>Ytl$!kO{65B z*;Zt=HA&WoGj-={5$=ZBuUZpP9fnDgI$zm>(gQ<;+uhOV@qE0Lqf5&hFC_A|5K`5L8;5tmmR*HjS0=K|!NdnFzAOUY^ z+rZ;C>QwoB0?(Ubd)o2y-Nuj);2=kBW&u&uCc@4R8sF-~)tm(DIqf0q%YXCWS4_XJJNh zX(U)EkjL>K-QV9AeJS7ZOVR<*j5Wga#PLV-^$7Os${{g7jvMkJxHbfY?9uGe_B30P z4nSqBV=!MFJlm2394XQvn3Ofb^f*8;a^yRJAs>Qk2QP$7&ylFTkm3>g#(d z+O)AdD7{;c81>o7{c^0s=5&(T@&ZwTdI+!uAg1DCIe>bAJmbk9OrIh75MpeDIzz~G znU^TxcrsQa(6`33(fsB9bS4JGmU~`8Yyu*9A)zRqPzeVZ;1X1?!{mob!XO0Sg@M3* zHYn4F!DJtNwPR7&X7;gK7 zL`U@ee4n8l0us<>Hg-=6`C=e@OnwTfCfPK99W@?bQo9=O%V2H84p!-wocd=Pf1je`Y+P)pLW4^N@eJoJmw zaBp9TTdF7mqUHkW_XGvoT$?})5ek&zX6!>6IIqFY7#0+wdO8su5CLRVFf5M8~=OL#7=`SaUe^`!I*h6BN?O@uM<@OEi+>Kb;~oXwg38&;n} ztWssL;WQCtxftFgQEWIUib|eCsv0k=zR-tpWyBw(|FdSRO(8ZZ7O|nA2r2;z(Y~Bt z_JsNCF3IT;bgw#7ojz*XoiTVAlCp=;hs&_*6njUhN}S}TwfGH?anU?et~8O zQ3PqHD7WN~V13Cj5>(HJi*E;akPIV_6wnL@f>#?hLaz350k36N^V~9bVZpoMB4&tD ziUcm0W@6}`d_%;bU@9@zn@_@<@{kx@LhCi@d;C=i~17waSpk;g07@ujoyqM35Y2hA(ZaAJgXpn&yE;e8Y5Hr0Ks5(XF-luBr z`BRrEF08=Qa?6sJnNx7{wsc^jP^zwgda6$`kt_QyU>-6lX6Gw@-)O^d6lSrSPN?g~ za3FTNQYd~i>z|$RyE$7fyouCpFA^JR2#A<2$9kGi?W<2(K65LQPlQ}zK+M$bMWPG! zQgVMdpRLq|HiEA-EC=TMiiim1p__0-dGxw%A1-F&Ia$LgQ@$7!2%@LUhBEr%dGCL4}V?i0%nILm_falIRssx(bw|u>_)|rQ&zl(T2pa4-qc22F9P`Z1Leop0U zdm<>zEg)SC9Lh%b_z-QX&z;-ne8ROogvW(**hQps+EaKa-fxQoqHz5dzaFo=xq=tE z{`Y33I=8z;nfm38ep=y0seda~YCJGcRY%?SAGRPg@@yn7enf$ywCrX8<5PHDMSU3= z{gw*ZGLNf!i_6L{o7@iJj6G?`xohsHJY~O$8J%O3uc4bDpx+G&`S82~dgKj`J~o zj#XnHP=F|*I`=EpDR2kFs5l#}CvZiXdURJR!#8}kA;b#>3bhgOG!=%GIH{?wNf?F) zg^8^Y&eqd@y->;r?j5fX+EAK^P%n^Py9g9YCBl01gHWOxtXA+OC7f|}YE)szWO z&#(E*g{4XQVO1|s?8 zaq)=U^5RREQ!7zwOehX5B)Lq87OI&d9q3!m7hE>&WYJG~p&-fb^>V%#ahqJPduco< z2A#m!ic*j65R15DPDjo~ANPs%6cG~&Lr-=`gc01UQlLBwjE+Jin z+V+)ot5?H>pdC^d0z#H`dJaoxOE~GsQkR|R)Nn?C>NtR_)9K(<|FnOmj$!h^c)1J1 zGwulV^CHj>mg?3srpNE@0%FA%!KoBLYq6Tk!-)mhtpP_C@D;4yzS^>R0#8lCn_rjK z&c}vNC`(Ri$FqiLP>|n`3-V;Wf_sVXs=|fNZ+mK<3K`aHX0K2-T&n0mt_V03Q;0&v*na527A({I+V{^pv*^rJ&T>ytL# z-lsK&q~My{0bl-axDwr&r*cFnkh)th$vvyjb)-?Z7&D7Cd>f@}p$IAzOsyt05o}q$ zh6aZxM#U>8+JAq&&d6|~aO(Z6B;j6+M+L^ta*TBotcF)icV;>dG!#)?G2B?hi$d)K zVdiVNPPP^CDp)95a-X9rdO03h+n=th&$*~ju!JF9Z(z8gLwW=pikUE^yOeIukRHZ{ zLaK$cNdMD>s)0eAyfvJ6cF_4`Oej=B+_VWS`>?mQudT-d%kJZ55E_c8w#qfJ8{C&v z44GgJD{EaFO#?!4np&*p5+W2RVSHns zlkAO7c6L9$`B0%?O=F^Xh~k=KqQQhhHMN$Sf(zxEYql0ag@PrA4w}&1m?T;Iq6Zp^ zn2;p9bZ$hF?1hD*CA%e6(M?E_UCA`6O0f0jqp%-Aoi{1BBK$NA*Vd9@y~@Hyua+0J zRx1+aX$rXCSF%caI+*p7ihCJwEI|dU)^I!#hV0 zzs(>w9B@$&32Ynz6238O)a<1Mv%Bx`=>C&uM~Bb)N>xOv#GhlYiwpgT*5FwgHDK0E2dHsAiEyU*S`WKv`w@_1lT55c#Z8Y9TZ zgb3wtyTBW6S`*Y?qtWEkkXKMp<+o(-*R)l*V%q+oS$)q7S`m)JE!iVbdO?=s8?Jg= z?n09($DwKfh?U-c?NAhaq2X$%SFNdjVEKSr!*gjK9Ub@Y-(}{9dg1DF`R-e9UA`_q z>CG4CZ(p|!@ob@#;~q;mn={@3n=6`3UoDt>8%ln?T`LRvbarIh>=QKrWrR?e-F znEX>Cr##bm@#Nc2pFDm3=wX>Gm6MHk-u_1afQQKJnTD55Kr-()?L<0!%m$`yiFEk5 zxkvyFBWfcn9rE;iYa$)D5b3y`NcW%Z#7g(w7d7gX!{c}Wt(BD?p6o=VhbPUg1kg|< z`OG|oqdPAS_wUf?@HU^Vx7^BEt6Sy~5JvvMNFv{NA$@ej4Ab)3^ROUC4dpm8Vx$`6 zYhT&EK@^Whf|Q`pwd8^WGe|iZ>c8{0B}#U|!NVj~76J=}NiYk3#oepheqwku6{U8t zWV1LPwhgm1aWO4C^D)nPZyLVzSC3wN1@arm)BY|uQ58I`X4T9{^>-#1(32^ifWyV( zzSs7It(oKmq)U!)HbCrA4Nd2GeA!vgDQTww)*#S-=sN>K-ym+sa5vnC;g)^4PWq+klhNzurhm&-E5qU2kB*=H z#+MlU?5dSTJOz0L0~IeSgty(u=XRpW*!cnk1RI_@qa2toP{t64JC;QAd+SZF3@N>m#@UiKyYWs*8 zHqr=Gw^Q;^|KD1Uu+3PumDxbXE))~{!NdCx-@E&`|KiF1lLOcg@Zw8yp}a$}11yuo z4t#H{%|=5(^>7u=!((1LX*(KvsV50j0jbQj-h6zy8ofIioWgm_KYR1V&5yoyx`vBQ zduM0U%i_GZSn>`3ccRY7K38Xq-)z2cID@r5I7)Zxy{FG_U8z$Ow_sl^?2TQ#Rj4;b z;rfEro6T=JtZ$dZ_B58gm*dsN-s}p#g#QoU?Jd`rm-7V&`0eHZ6S-`D@t)Gmt^4v83;6@+cRZlMZY6GYI2P`B*&7Zn2dCr77_KCy zt02$Xq7KmC{9FlJd5%I}A-F{l0PbIl;2zIlsd+LfpH5?lALSxulsBJaSlQnI<*!Cj z${@dy53(k_`AG|7{U?C$6aLO(L2m`Uul6u(b#jQ=GwC@v^wpo(Ae!(xLQO$gr0z{QAee&S9IjQs_W{k$I;^fmRO7Bkqr z3{XgK^J$`}uNSMQiU~mZ6+aZHPVJ3nd+TMffT(@NAbmXpl1+E>Q{Y!Ear|S0uw)7Fexx!cOkLNnobl_OM4Rca_3-t1I($7+WXnNwIv74VRtov7 z%~6j!O#a_&%(o)4`52B@iq)^ntf~Q}1YJ&30o$Ah-lLWPJft@FukYBWM(cx~Py zK^Cqt8x6|dg6N1dIeyk7c($)Y< zLdzA*Sk#|a)s&Sf{H!_JRy;RfAyM&OS@kMob~#Vcm9N1q4fa+EwwmRtxblfgY`b#! zYl+x(p!~6tD?|)EOInuq$0+hYSCiLaO+}S*o>#S@*8TkkJY{MdFA(%Ikn^@y#rS&) zi^^A(PDadfseY!U_mG1uwRDe?O&NGJ8&JxpE2X@I3wGu&m(Ec2r9?g8_u2-ZF*bm? z*0(fiY65JnG*Cj3TsGANNUT%_E`GGPlD-B@kf@qZn z?5R>}>Vh;%iOacCU_g^pkHd_1BzL~lO7#-a(1Z!|7L=ycNR`#XLt4cGu0@Ahj;A7- znztZzt*apU%`Hd(AL=Hz5CK$g2m&x91~w#2VNaK@mv@-+qy{#m#$al4n;#*={L%4u zj_)Xc!jcYtNMYd6OJjX%NeAgMAV_fYX_7dRu^dMo{8)jR4B&G6i#=B*twJ87w)qsK z6pu>!w~Ru5Lg>uXJ|L zdi_obiVKd^s+@6|T$C%J-W(%!!4a91ewV~$^Gmi+00-9-%HnaI7U85GxhMxUOkkyP z#_xbkozx>a4qDUOdGwY6=#fSyRoQ3bVOh6#Q~uwHitnSOweb`8H6y5VFh)uvUk;(TUD4gM5HjP$*Dgco zyeu{$)Sr5byuf06%iD2v)lb=I4gEN=QB7It=eEVk;DwxPp{f`28Lz0tqe{&{dkrd? zQrvt7ZFWfb0G`h|c*+}sVKiYzdAF$!ZtI(d6`jq;?;D!H@s`68mN^S3EKSDeZXGF} zLptKys$yM_b6_%R#CWWMB@|Bc2nmn1gd|42~+7N50Qz!hMNF;B|k(;i#C zipb_)9BFF6=w}>8@b1`n4|W);`?{GSf48wvQ$}m^Lr3gq;Qos?_uBdQYVZt2d`+tU z&27?~K~< z*_?P0hKITiK=gtWxuJ577`9o4FK%2}T_1RZphk|<5hKImGiIQz}E z#df`9r(%29r-}WQL~AcEi{WZ9KZj>b98djLM>eHAw8PT#HjcxR=E`sXq@5%||Di0X z7q>jp6B5B0e(T0n+^1kRyVZ>AVie4dH4_HYNHf1K`wUJ3d&B7(Zj)S%-RK-IlZesT zP~Ja!e)rk_$;189?vT5iUnpPp^h)zJ!*$#I#0JKez0&Y7fV5}UOf0NlZlc56=fw)1 zN}MvJ@tJ57T^bgfPxkv2yMAA3_3Mq0l8o2rq*em;`S;t!KSR~hw8Ypnfk{aC?;z)k z?&R!I6;hdB?oeh1VnYub3o4|5K^MOo*TrZ&TsdP}e9wQ>Cl3@|J&t`8?5BQIUU(-R zk?PqB9qTQ}`I*U$-)Laz z%f%d?VOZH`B3^W9Y{FyniKjKghEBPBJw3HIzjmrjWU%=t{tFP^Z=g&mLP}lfyi4s$ zOtIUuB03FP7!*7e0@JiYufh~bSWS&wB`PXVut-V6^>Rm&G5{kon(z_9Nf-5%r&qXf3-rh~JBeKc7zLv#a?S7NzXM`IB7Z zJ~=vq>&~A%+}HQ}zS(?ozy6gPv)*ln?l#O_5G@t&ZCiuGoD2|fQ43yH$J^*cK}-oi8=L|4ZUlk?ngBlKr55WG(H!x$ZeoV<&38LGh#hyaP zdVOwkK#>^+n~%0ch#io6NT&#qfz!idDGb%42IooKWYj5wj>dA&uQj>FCo@3SY*BNig?ggMCi?XFuNP5(9J|Ewk8^5 zx%ol(5#GP95P-FQFGCck_7*>a-O}CsWw<|Wi(d*)q8re#@o%(?Q}wxO5nhn2{_11)|r zqQ&#o_Xh5j0`U{;;ehhq$sgR+7r4LK{6P7G8lgNpKa4;IiwQf_C@pt>80s}9L*7a5 zViS0RQ0a{gCAkxLimxP2GvSk&nfz4ZXI^aybeTX)&U zmmpGIN6w^jQ(g*>b8(ZW*s6gA*vXf2XNoq~l7SOUnxL!@vrgJ6N@TG4C^39&E=%<& zbwVUcyI$^Gmg!bviumQZEdCYTIyRS0l#catDrxRqHdRsvK%UDYDJ#?*M~0154X~tw zs$i8ljv#JtO&%LC1ac}aHU&3`ZEcv0PZzM+75sKGo6&oj=aBjsve8I}9r);Kjm;jNJJx3xc`f#3O^tbR%0MR^E09 zm5UHk+;UnnIdjX~9yui-PE**Gp4JY$^Q@J3O5`1VusBEk_%FBP#}X(vpQj1#|DGdv9|ksSeH9dAB{KdUhF)drw=K1NLwzag&yLe9ob`@Yl= zvXl3nbm2&-Pk$Ut8gVLn-=3(!0e)c7ppy~D05vQ&%mW@YQK!^d3|;CG<4$!fu{B=2 zq0f@@?g+9gCqL;*L>309xa*yX%OJ=p5Nd`s1vNbHObsj#qk6d7ogNqlc_*P!1ZxYL zh!uEBm)46rP8yh7;3;39*AKT=0r`{USIS*~E5%MVIvy{nHU22q8V~P1dq|*iPHtq5 zZPKvRYC-1cqvb zg-EKFf7x{qk&sY98IlcsSFax2iK*mC13$1BlAW_MpoRrkXHw3JFeQI8bg8Fj=d296#MZck zCub!dla#Zjh{&=)DsFbpnk+7Z;K^B$7!8Ukz4^O!BgW)elUI*}a(oH7uYvSAS5!G1{9cOsQKLx>U#6y_rFm*cur; zy_tv@?aiqovaUqM&F;;~;xY)H-i*W=_U7q&IXdlMeBeyFa(gqpdvKl05}e`CxHmJLLZ#Kjz+Jv$BgLSc7uHN}_=e_xx z&kv7}Pk?Y$(8iyY`^5^{6qM>~@-~Ltf;J*DUAkuDmQ7-l0~>PZ1#Jhdyptg|Ibb;P z2iA*o(+LjLu-JSI|Bw=Z@H21k#0Cs{ZU91r{vL@fJORl3IUxX{1W^%L@9#1IA=35}f3c&|28%!Z<{p)wAN1;)I&gaT z@d1{Of0+MP1=Zhe43kGbYLI@eL7pBS?mu9dIWsrReytUJC*JC3(!;S&<1Q9 zo{ZP-t%|vaHck!?9zA@1RQki4%}1*rm3zld7Z5}$MmrHT_jCb8W*9i7%O)uC`X%Zx zouWhr?0%=%;TNjM%L{m_ZVK-P+t+#J9)4lUWL!2sSpC>9nS$YCvn&RV@e6T+uYI?+iksRJ*xb)|qytSXDLPFHx8+ z68KkemDmZGMCsU|K_y*ghVxWO836eN43e_uH?b2isTyFNkg8y{D-|#Vagz-ii&FW^;?m9K6I9TX>4f=Feb?*i-=}@aD*-0quR%R=HCJMC;FsO$!P^?j~YW zP(y5$!$_&_?^8eQL7!n(&0Xa%$jX|rVX^rb{y}w|*zVP<`Kw_uDNf%RkKm#j^RkW8 zxpQ}~zL>w-FZn#=d~{#`3D2LE1n)&A9RUe=xq-UaMP?xO;5E@9w2l|6h(-i*a`W7Z zXiOHl>=8TK6_P@VK%Vxj$K)RE3Q8)0@_Yb;WRuq5#ET3kmRNbT#Zn*Y?|-{Zf0qDy zG{*pLezWbDpwZ=yG|H+0RHbijib@&6%~zY~lzj?HjZFc3ZdZHV4?GryyqeX1*&+B42n>!<0?%tp893DS@QVsxcw_Evx!V=p~ zW3Y(9J$E}zjmeOA3OTV!T8&Whyz;Ni6LKeM1hd3YYgXR2VzeIf^aPn$9HKEH*V9wv zW6b4kE1C?g>VUWPBEhnj+qK)1%veX{(!@zG@ZcivVh%>5{%k&8cJ=^(NL%Nb^o*_4 zO!Zrj2T9GX@*jDwbPuH3E2UyRq@@Rmyvqn#_Y;{pJ5?-^$&;8on%XmV+?B*K^CXEq zrFN>I$>b7Vr|zGQKUfdk3$R+2+Wic)fBr&kPbM7$qfGW~xx4%6tJ!N!oH>gozNaN+ z#(Ui^F!)h~e3rx5>`D~@J=55~ZB+zdq^rVHuc!8yUQWiV^{D8t=KayBlM1!0*ZVje z+^fp8pKo0Kl>(;{h@La4yKf1h}yzZYCgX!6PF@-1O9WQTru}YAK4&e0t(ol0{SUP{NT*s|#E;UD#E4S+qDE|bcY-F2NE%kBe^D0|#r zPvN;3UzVNkuatVwUrEC>n~@I!{;FC@nRULuQvLydr2u?3BcyU=r|v?@(o}k@vikre z${x?4l~kdbVSWZ}bI^Y4$)K&q%6{<-+WIKsze-xkhx0RN8%M;CDG*-$5Rv>-q=*X`qjI2CbC1D85?^SH8%cpFz7kw4Zx2Xs5ZdY&?T@K8yIemRj=m{0!Q~ z67hEq#+N5LWV_Lf?QF~+nBVU}Ghr}|G?S8%`0IXMWF$3p?eU%r`m`=TDvQQ5X!1eO z%jIa^#i-0B^VC8VOzdF(QQ45nm7TjzO}6Wd#8B2dLF!to4?v>qo~`O+y5T8Nx7@1k z64qWyZm#tWDwka(4jGYQAvQ7~;$q}#SlPh;SL?@1@Nyi+qY?bVY z2CgUL17FnyY1rt*5o>8;tOK^m7uNEIT?#9*P7(I4ctl(j12xVM-I(|^KPJ}1wKLxG zL`Bn1x#QD@pnYCZ65RvISZw^DYpLSwH`^AQ`A4lw+7q`awugP1*zsa4+>i_V7zVhk z?Tp>|#aOs1mvPX}>M6!rjg`m7i?M(Pid8ZIx!XKoBW%8ph@S^MfZ!E)?Ytn!mtLOhtv*6ox7 z$CKH*ePEhjH)26GKdY+=2Xg_V*f+kct|pWzw(BX%pgR-W!#+)H&r5csurexEYQ^<( zyc%Bg&lUw-**qJ*c5>R5FWJQzY1gHXOhvy@_Pj`l!#=@Cl;Z(eeXv(*V$W!T+4(`O9DxVck7E%V4^V>JIT` zuo|e(&q_&{?edqwh!kPAzBQt35t(1?PDFuiT*P>4T!22{2EyfPFdMqH+Wgd*)7Q>N z3`eD6O_dMEQ)Bi?Ah}TO;BrSTCG*Jq)Rz&MXXh zRA|VzQTYgkUD&>Dr7-_OBo%7b+qbWjAe1IbiEr>aJ6qwBl#?#xZ}6hjwVQi3c#($6 z!{Zyg$OnOtOXG5aZSb1!GL!$Ljz-_T5 z)-Gwd%-@iR)DxsXgXAD*}y zt`_t2#lVfn-^m^i#XdKSD|-dG*Mqa<$th}~En zCf${esQXE#pnYK{I*I{msH1pwY@#ZMTd9sAW$pi->R8oC*)v`pLyG?D7?PuQ%dd_h z-+(_OV_($>|DGWybqyr96FDWu33A4FBTUA#VzB6+!DSHdyE`27cO!86+7C%QVscR^ z${XXm5jgdLPnM+jw3ICB=I=(}7()KZK={_-8M%Bd_!Uh3cFS7ugGkmwe6edXUyo+R z(skne#V$iy`>$uQ3tK6p#TUDra3U@_26>AB~Cw^gngzvqB|6Lip0Qk*=|h?0M}-$D@ztXkm+ z!*{r!6YM}0+=r;qnGs!}H2uK5c#48k* zl>PD8y}>`fLLqU{zV4||2p=f>#w!%Uhv`1Q2huaY&!2ruc+!2p1mv523#7Z!QNaC_ zhwNTQF+dGg^;R%gaEznPX;gHYCX8+ zU3$2pg8*%D2nT51I58mck3x>T-UDgjdOa;IGi3(>+QJcXXA6ioAaRmi=z}?xMZV(z z&8Y_iG;ivCo@HvagD98m<8Zcl%RX*6r1&^CZe&yZDDLCfayveb)NPy6QyEk3sq)bHZV~oLz)Q<^dzF;TQ}g#pa14P+%t83}NicHxTAaL=e=5S-cRiQ>=r+n+@k@Vdprj+v1iB(d4U~WB50N6w)^{UL zwup`wELcz6mWTq|xQOwaBlO*D@_nrNH%CzF+VMO$N05ff`{Fl8kPkuuQ{6nbS4zi> zlz)2y zF#9NpqN@G#bMh1k8YsWKmx|9fmI4_%eh)iC9$>iXUM6PdUC3lJjK~zY9A_ zUcSfKCNZS7M|n08V=LuW@lC|o+UoB#J;Wx=!SXi|BiT@t!#3Vc#HK-xu+#?(LE4+P zC#=ZYw~5$b17YI>@M1g|;Q7Vw2VhD)H~^D|X#+6%Amo%F9d6g9rph0HDSsuICjhEu z2*5W85mLFbGe@Z{%lhP2W%mI{ls#UrT+C*x{$ws3zsRpw*0i;+dg_&?nX*>AUTK<# z{1l|xQ&KTY}kpOKyv27 z|7KfKr^DIoT0PX$1RK!Id>878z-gwQuf)BlyoO{j=?@Ed0(LGO_4!u5PdGeuNBCt= zN3ff#e()#lB=PxO#bOVoX1(BFZAs!}Fq_?KhPj-heA)qapqVh3Mw*Ei7|1m=YPe@! zkYC}a)V0TZR-{Nnv>y>sVyAOb` zz+lP#t0^(Aa3^x#=ptSLUG1Zv_eSNStn=SbN9hlEK#Il{*y+2vT)z9(TbHj(?!Ecq z{H?)yG@ic&kEfhYibS4Df*{k)cBHcmzZ>aXrcvqQ6E=M?>T=*_#Q77p6Lsk7Skcy= z_HpwI74_oVWEnOvvpT{B)R-sbZ<95kFtQ<=4aXZVt{H?@jHZS&ZQlIdyC3A+AD|3eG-6Qd5`b@CRZU941nJ{P z5t~WB9L^U7bK?A?h&5;{B#Kt=X$ZbU95pfBZW}sS4Hi88+Pw}+2njkU+igJyrPo}q zA7}`19q4wTgZOUQ)uMp$+qa5$oIUV!`g&j?DFF3%)>QT6_-kfmVnbUQ8GAdweP9lF)g;7DAg!!;v31zo>dM3 zVb5>yma7~R)E>9><|k_@tUonUZ*QCG)x<^hdTKG_xz=WJb_UmX&)u^VEo(7Ax76Pu z($(EtcOd*_r~?VOZVxUmC$E`nw(UR?x{Cbf2Q(Y7s%Hi-=}boo)FQ*!at1GI&|*^s zB&ttO0xM#Mn0YZD@og|I6IdB7GT3|+VrIz-wCcIEM??r=vlvX7I$K`aBLl4HZ~jH~ z4}j+>2a51WNU;CTFt;oR%9uG**2~_of|>of>TaIhr#5PJP2^ zpjopLw5JWod*sPpr0~KOTMjbVp?iWO&RQlrV(j6(nNg89yI07OxOU)Q_KJKt8NBY7 zaygmXgVw?jqB_QZqW+EYIDbH@+m-I7e%ve3vA)wjAQAcs*=@pLV}bnrM4geTf$9@A z2L^f2l`{S8SUSRyfX+QHazQ)oCJxwk1kZWr|=(%MPrVH%;8avM)NBeb?MnmyG-k2ZTK5p$-N>5Rm= z9DHhoz>aGajRS;Pryd^uR~f_TfsSw@KrHXp@*fhL}jbC z=GkfC`NFc>o^G}WG3jbgO9-jUvXh+_J_L5^;)B3y6CPsO3LuWlOw4*`%WW1O%s%&3 zHlSYiCRG8RJB$c>ZCS@{Ti#(*5r&|0buw5!E>@*PZ#JK(f1~W;nVXBS)QEMZQ8LZ9 zoSVxCDH9v)@5sd(8SL3$2r>4xSvls_?muZaXYpWmd2N35zUF`H{(3fCjpuMjJE+_9 z+>}QGVQg>t+>{S@#eog(jWFWiOGl7yF(L;xyn8O%lJ)2gwH`-qc?*?Cxh`AM_1G;` z4guvVPn$Tq%c~Yq9OXag)c;-fwWx+Yd%emL*)#*u!-;x%PdrQ=hO42zAzzqAk}y?9@|2G&=_ESpJTMT^x7`=~7POY-;{dmE7^mzuwgjG6wgNPj1g^maS=k`b z@*@8L4l6~$BtZhg_5u1y#v?Q#j{mf`!sJCiq`H5yf1ut&0N>W0_lf#93Z`d;+La9n zmVP&wOqfwxu25TCYGgWVf~SQhZ#Ez6_tii8eFgV-gTV|jf}`R;t8P;L$UyhALKiY{ zKpWmFM>5)P)X9-H2S4G<*xhvU8eye#10UFJez5-Yqa!84VV?dcQ#ib`;uDUuEt>&( zZhn*sb6ny8iSD+P=;HO|e05PQtw#V)wJ1oq+hgHeOWGTds;r7MT8YD?UWIZ9ZAS zFL{IV!+Ef7TxLr6PZgTZi`CxQcs7{q5$B`{d|n=mtmrV+|SO(W@mqi6y;?)pDD##m^SXVz~KX^$U1*ta^D&#opg)<6}7Mp=SA`t@sym zV)LtT`4lZ|Dc{+X%BS3U##M#mUYX{_VBvOCj34)kIrW?lIc7uABtr-(9=1N=Tcx zn`jGDo$1!pC1xPBQ~uTU=}pA8`C5_!#c!dLo^MT)R`Nr2_#duMhZd^Mmy)z+eFb_; zE|uw6Rc>wwSIVk}R)wIOQW=TTkxE(J5{d=vJuqveV+}zeTgxIQ(;iF-#>)$qSzTWi z@#qNgq-7Cxd(e{S;xkLPBsoxXG{1}14M9upiTi(ZZT$>{u1??ox*t7tp{n_|RpcDV zzg`vT!}-Z7!ZZ5)Z3S(tv(aGvudmUGbcJv8YiT}Y>VaF!)hqqSTfts2(m%ME<2{tQ&NwG7HQ+kARCu+9u$Uj}7d zr$UvMLD^q{-u|$2mm@Vp8o>VL?!Al@_SxNj);JFXAZZCY={||7bt2>k*N{Zj@?wGz zF2y+QK}+3-ccP`$cv`4wCa+gsLwF~W*O(&VUHk?#=6T%Ka>qKGv^E_I%jr~O<&|YD zJ8${8t%aw~5A~u!FhWz&HK0we;RoC9fG_6@>zwuVc0i3MGK(R4)$Kt`p2yBD^9|vy z3%Z8SJf!7g=N60o=a!GCd-Yz#T&|%~cyBS6Zx@xuF-64^<+~q(f zzhKJlXt~RUP8qtIPuyrgh?H@s^qV@qFiASvXdp{Mcy2ybx>4=?%9FxdPO;EqyZvok zRHM$6x8)RBQCHW_guK`SUgE;AZ3kgBjf&9G!mwisfvs;5?~mGbZU3-9ZO8oX&$iV0 z{ZOcF!-Y7aLFJ{1*^zB+KN6~xdI^oXLPyyV5hOa`)3#=rF1Yj}egXPQET%Nn7l|cQ zQympks4TI9u4+r-7<ut$9 zl21C(k`jCKox5fWKCtfpL zTWs_W3Uk zvy7yh^?OIzk6p~QjvhVp^5sSUheG*gGw`|wioYB3nkiV^G!oD}YT6WvU0 z{QR^#f6m)L$&{9cdP$THj(^>&C5C;OATcv~H)$yHaePTe)sGt6RL0j#`pGgI|Y_T3Tjsd65QaWoo0mqn0&N zUmPMWkiE1KSZD^Kd+r3Q@}y!46s2ogTHXm(kv&ARI?8+ue^xOje65T>_M|Q~hxA#j^W5$x^adf)p<L>zBRQDTpyPNf~>Q$cW(wYfoj%ZVx zw7fyg!sv@_D4=02UAN&h0)fNxPBc~7N8NyK{_J*-ym_ZVS|;5tWApc_=iG`m0a3$= z4$9ImUl$iI#>q=`1O_^+|AGtNZL6F!d@jfR# zO6lk-q%4kghz`kbsNK`iVbV;k-61+8&vNo`^_W`L4a+Dl#hX_>X0~=2VsBzkD{(hb zJuRG_Cdp(nVk%o+cA6%eVay(4;4+#vAgkwMY2GvY7vpocn)x^@&{b;Gq;<5T7fTBO zlxe~tl3@5T?>ojA4RnzVMW#{!v1>7VB4R}Upk58 zQ73+=C~G(T88>jCBB4=ofIzIIFn|dodV(U?U4S4U?FqZYc(Xk@Z70~7oD$;%Im0D6 z)a$eujn`Ah{qjn37IE!?LSccoQ%)Ezi}UuLIeFD+PfNyJF|RCcagPMViv4EWV%y%a zW3fH#)5MO1$MtEk@La5%86F8`e|W4LC4|SivCl2b7H*9wFMqlqe0>f{7>i+}CXpkj zaRfrH!(pJNY7YYv;{-V)Iilt_87$7-TfH-LL`qtFpOhn#R>~}q9FepR`(G&$3yPUJ zBIO+RK+RfAn+TCCVJ%sK z9D?(<^vFE4%l~rR<#kvApZ}Ba^v>!jMiOcAWI4SXx&Bq&giyqi==K_nbi!Cvq;mXx z&G_8yS~L>|(?~PTyuU1>IJ2{EynyJV0Q-F@}0k3 z;X>M*kK(^TU*VUBjQK7X^VNLy`m)#y@0L96$f_ZJo6kQ*G`GZeDHB~%3CBj8u3WMt zyfN`6Jj5FnyTR81n3rUNOJ%0c{2_Ghk2w{c{+THRF6UBrvETx6A@?$bA zC3XT=JEh!CXzQvIxco}sI^umk^w(^IVT9PB!H}ibVAueJdoL-EAY}qfI7@@Ug$%Rh za4|mRZ@^u26uUfzAzY=+rln~~8<6sw9ZA_=t`@~$I-Z@gaJSf%yoA4W6SgHeX$?9E zZ|AP#j%?Dr?c60WUGk~PZ$80|6h3Dl0Nj(Uk$28Of=U=|eyj$~^&8&Hr{JH0>nw`_ zyf)HR!@Hc5MCFZ`E9UKTP7{~6dLwQ3wVHs~;X~J4B2OvOYJ{@`YVEv} z#vHW{a;~+lRtRGwtdDw{f;wJA6Gtmlx;QL#xDo$lcJ^qGP%a2d!s;FYVe6pSFgmg= zKUj~a{rTy4i{WZ~RcvDiq{u>NI)WHdYc)WJcR)&CSx$}zTFRz-M&hn_K#E8_Yo;O; zX|tb1v=gP^oKR#y`+eRHNQu0!_e*WXyOYI+;3?rfVD?w?GHc!*FqwyTd0_{n*j$-6 zyw6YkEYaypsoA)ew+BqdlIZptjI`59B-@Q$9Nu*KOUH--Y+r^z|qj^!~bWweQ^<7wVRJUwUF(us*Xi!yV3Q+j(5D=!YY} z)%cCy`|XyXneYTzhZFLd9Q^a@BpxQ(|AiD*Zm&8(cn75Xon>d9^wg5;-!nt!?SS;4 zN$msG5U^|Yc)Ni+3hY8X5jfHWNY=aZo^VyO{LUo7%4?W2`X|AJ51T8a!T>%#T^m9w2`baRxIyr7b|jU zP(&0wg#U{9bY2lrQm@5Ka`A96iW9J6H;V?wdzeUh#VAQ6w*bLgiNz?Z3H0o6F{*{w zW-XgKVO}wcqxK~wR;y4k%F`6o5njP7)lrYlPB6|}!7EW6n~cAT#-Fl&t-^7*;4Pqx z#N)hzw*|0aK>lj5{3psH>>B${R)J5JKnlst(PFfu-C+x8kqryVzu#E5mcCgG8+5N@ zo83n8_GgWyaATv*h+1RWy<9E;%f;SEyDIE9(9^?vmo2G6!xD*F7#XP!^7bxUz=IK* z1ULjDJ(6XU#I~T5@Q%6FU^rhb=CeCabk5r`cVg)33F61iFH}Sh-<{4di5X?y-RTBO z6?>(~6&~3*LU#crZ)CIZRZAoF<>XDYhk=fIZ>QQr1}u_>&jWGonV(qn%sUTcX|QIo z;eHrC1!O++L<;kFhCJ^Skd1r}dvgZs(RhwovuW^VBWx3_{|db+Xy@U+*TlUct=3G)NZfN+YwNMwTefMWqVbR|9N*@tcmD0AaD2yo|l8G zJCkCyDi%(F&wGOBTR`}cCafd;C+gp*5Fftmox>7ieBNd6HJCtjVnhxs zl!lMTS$cFGrf$H3RNnD8Te&XVx`p_v4f!*;O1PF#OW+AqqyYvCYNNbbLXFfHsz?iD zFWnt4Gy~DYt6D@db?Z_6BeP}Rsusaj#wEgJV|D59IRW+IRWZENTd&5GWp6yaoWnhQ zXM^!#S$xo!S0wVz38Zk;vFSHl4^8-3g|Y7iXHyA8ET_eV3;c4g)YhKX797ASwI!@# z{6p5P3%P}CV~t8pfNpM%esM5OkeGF%o$I#=&?hYz>UUaZg0;XnZ_5)__(n>T#O zwsE=YzWcS*zUvTB{rAsX^k0WiqdrW&7W(l&ZlNC&j+MO{^=0yT1$cAwbRO<5LO6ce4E8vA8)V+SFr2pTv%)PYteNVW;n^u`9_xSVu_$KoyxA$|9qUUa zbLo~8MkY^U+nMx^8Jgv8QDT{SlEmS)dZQru!mhlvdW*RBOW|5=-cFe*J{?g*X5WA& zg$XBVa_=3?n~rd__LRiKUfO5R31y1yc*t(W_OMSAJA6QjtEoS^`pVnyt7yccP2K@1 zk%e|wVH>&BT3Ii=ja>RF7F0_c?v)ZVY4dhWi%4Q2mO_!XkxN87QHtzY+6{KBlpvHQ zN=b~#@`Sykn5>D%W3t|^mL8K0=uk}7MCst!QB1C-in9*}r!K^H{AIUdd)TLm9e#b+ z^!8Vi<)Z)2sS}U$Uf*@dYd8IZe;V4afT)mjk~H7MFJduR5#Ia%$$PghxsEGMOuZyZ z6i5)fN+KmvDOF3NE?EEyBnVQs#-%_)#7(FINL^EjtW#AfWMvjJvkIWp)2+TvcTco? zW?b@2d+ar9#-8Qn<>j?JuYUEjAN&ja;%EN?KX^yPiHN=9aw5)&lUZn+OIoPRJSX_DsM%M z1{5Jc8nEYzX7^cc!qo|y?mI~lm;)hZoR^^KL6H=N1q|QXl3QR4RQPRa=~Ps}NT(ug zc1-r)?9pA`?AQmeDs~U13vQq@X-|?bc~$)|sn?+KtrU;o%$LEuyIu6>2h(CkjPqAn z9Rz|+PB1vq*t6wVJq-Yqs7{|$Hfoe`HzDAbA}@W?qlGIju;(GZCd*?W(!-Nro4+PY zjYelkkP~U@B2@_nnCI4!Dj_6`q52+K*EXuo2*l{~?m_cdNtNK};e=^Z+QxFiLkjT> z@#?$@UXP}(aPrWRZ-SRT0Y2ZW8Ms`b56iRx$%+$KaAp6l?ZD=uAquWKXxN$BuK-E+ zS|&-QnP6@nE}I(#!nci;vZ$VH&_wX$h~fO>?)JeLj`5g`X+zg~6XA+u&)t;}I#)FW z(4+d;PioRCb4NEC#I5s={iH;TP9zb2#N58d>oIFA;CvWoPUTvzeHCzyOF0_-48Z0e zdC#Xh&l;3bXmksRtv)Z$x`ZJ+Im${&0~_r(YIJV4Xm-C*Gv=O`md=`LjTgk4DxNg< z)%&e*ox0Jq{FV4f-hL}m%dWuk=OgxV_&2cAXa`1Hf?JHzSeY2Ei|h`Ju@YCXQe6r5 z?V_=t0bQdxLkYUN{*ae5q+nVDWi>ifKbM))p8Ny)M6Jm4P(~qQlPyLbRXoFSF`Csq z+VdxKzDGV)DkM`ViOY)4xAe6DaQmpUbJySr2 zipn-oVc7E*rJ_e{T*c};wWS7P71rq(8f(zxWO2Ac z@zlnx7dO^>*RNf=b8YR$wGYc-)62mJc(nK+OOq9& zr)Z43T2JC|j~1(A1qxQJ{U}d+)aID_FqBwTPbm5O1ykaM7PbVoTJr@koxpg_Fj4Hm z2x708_V~%Mh>Y2OQFxAyZ#Z5v^44!$y>;it`kfv>`xQCE#_jd>%kP!$@LKg#+$Z`m ztB5PMq8{mT-H~rd-H(3%$xr;jC-{Fjn*VvOO;oEUJGBvDEPNB%oO~fSIV!uT$irUh1Bk^b8FW{E3MxnmjzS{oHlE? z3aI9-e)n0TZ^QF84VI9;UNG*%^i;{JVtJ*1w|=Gf_D2UZr| zi6q8DD=WF}L(T^q8w@td1P2)$J{ zTqLjHz_t_f65_*Lj!slPTZ;{ba;ZsKF>=VuJx5yBnu@Xtl#vRyMXjHd&t&D$; zG7WdJ80m=Rc+}%6(?e6e1@Y<%tX7-nOSS#&Zo`!}Q+lZuj&M)o?>NNhJfICxRkYjA zX3qm+Y$TdVS;yDiKMrB;D9 zwBc4EQ+$b;w4W!*mmFmvzt4Em!H zsjG%Zdl`uph-J(YBH5F@9{;1)<7!05C^0ouJ{z9R&mN;hHBnMY7TwQcQvfkt%=L)sBgs z>A!yL_%t}l5lm@;Nb3j;2a<(NLCEG>+GJ+RMg}7z{t5F9kBouKt4#qE+{#Wd?`{yHB^g4k0awx`4b>N?F5&oAVt%jUN04|Z)fOB%l`lD)(=DZlR-D4s|v`RSpGS^c-;nz5tU*NI5`Q$+{?!s=YK{1<6s10W4 z7x=Wa1+o{oX5!nPfdTdRc8x&FZE|o%t?tq@T9!NJtJl0Uvs$P=Fj=k+v#8 z^+#~v&R&tWNmoKhrzg5hV<8=Px3}qGOxepcHclymJu&WaQNU(&>fXV)SB&VIV)oR% z3sT5npC0$b9}VmjjC{YC&WF}+;@0gH$zdmM8=(OCa!uEoLejy!3wc^|h_F5<+iKg% zyb{@q;_F@s1UX*aSYa$@v9SWlVVNC;S$}VTRCK5PIX!~0^^O7-#GaC$dO|E%PIUg( zXv}A5R%XS{UIF=Bp1_N<7vH5;1zC^rW=QST?-yW zqwB#&8&P3iq39XjSgVdBZnm=5gNPG_x9dC&tZdZ`fZpOQR@_b~=I5{4 zj*wnR7C$Z|a>BLGW>z_`?t8%5cmbSMb!ahr|8N}aRe@taOyR$(1Yq?30vNSB(wN1+ zI1UzVK!J2m%X00vfUTdj%oggpW0HQeY?2TT_N|yzp@)Hz=wcBHQM@(wmX4m0U2n`r z_F@sLS22wDLO>5m2<&TV&jAN_TQ-ZbV~Jlrc|B?-*eq@s1IG8d&*7%VuPC!7(v^vTOsgumpDSpjc$R z0QA%u{)i?_&uBU8)ol)cHu)qT4Dsb0Ubz(cGSY-Tz{dr3<_cX++-1l%=L#v>;38x+ zcNev69u?HQ7`Dmm+}$AOQVS)M%*91_6jtkDe(h2%$>=nDM`1*>FbY;}h|wK|rexT1 z2X;n2PN2ghy1YV=7c(cjD6rydh--nqoI56wJ%nE@{HZig6$+-<7XG6;=vrpvG z4JqiQ`tX`#m*{iyzWn2 zf0`Q?D;4w0XB81)J40P>B=yrnIQZv_w7ePb9k5?7_MszUylI zB&cMsHCrI1SJ)DnPnW=<_l6dqF5bvvJxCO6c<8-B;Z@KJ!+P?Fob(#8cLKE??^ z4~*3E$2cCKk#Sn!P687`gpqmZUr~c5++sI8aN0=oQ7tu4;>Z{+t&Q@bN24XIKz6$sKCLT8VLk^igB)!7*|Wnw^{W~`pQjjTfwT#) z5c3u=7){%0fk8Yx!5n6%?ReD-=Mi`x$KXPvSReQJJ>W5#Vk&qveZ@czBRkDk=(wS~ z)ufB@lJ`g6$4G18eCPw6jCNW$uO3JuqqD&mlbQvu7OLIH=6S!BrogX*l1KU(X$`a& zKWg@|3hgw|eie{NyQh&hoboDy+kLD_{&0#rv0oD`)9Gv6YHn0smnUuR{sK+RFP(*h zKs4*sTVkX&wJVvZpPlvU4QR1e)HVV*R3O~xa2`%>Gi}Xl5+yQi-F3Eh+Du!kx|AVs zffOr$&5*7~d=j0zY%YzsoyGwre-b?$P}0qbPWqm2_#)V3bn$K8A57-c$#|`|GaYVk z562^z0v_!4;heo+2M!R0`9|cxh65a%(j2?F3Wov(TGA_cdmwniU7yIq^Zry|f?Wymr zBs|KU??EGra`p6kpLovierzG;-Y2^frB8jy%R)Z;)Sk;|SJS^*e(JWe!gphC67iF@Ew zcGf_ZPD-FWcuIYO3i?5E1fmtBrq}U=PcJ))1k6kcBXjvpP0Oto;wuX?EstClhyc-x zT->t4bD!?BMBnU-Ts8xh<{xS}4~H&taf{`#F}fV>YFmdHG3%;}AUtI+N4pAD%n5rQ zrm;2DC_4OFDglQdHFSAzg=(@)c<_Wv93}qsqN0QsUx-K=&e=N|F9W5&UIL{mXk#w_ z#pA%G0v5=S2-JXj3)pMY;o*(6Zlk%26K7pShi4Nc-d4R4;ktYjoJf4V9yw zyWw{c4HdyI!;|Om;p+{o-Bn06>e!z57GTdFos?+OpNK9)dqSP771*S2$5{3z(g$GxDc6wrz7azFrOK^!| zYO`{$ob`s_`!Lfrydo=D*L@F6<-c9DA9+!RsWcs&P@+aSuxbSxcKb8TlVn(8eiza0 zFKwuF;d-V@fU@t_tsR`_3M@yDqC1>C+MnznjE3T_Wqylg@9dceaCo!R7s@`0?%u5r zZ{NCo_xd$)=`z2u5=6bQ!MN!FNI@fQ4TG zGl(7@7i2;#Oz2<56~5d^x?m)5BMspx`|!A+3X-QV3RZ18O`V_^FU<+oZweicf|{(~ z%y9y#Ni8QR#-wr=3v^|a)MHEKeT`o02lRI0!dy| zCn(9&JW(gGcv_SbD4xP7f=(c{Z|VfY`O;c~Ynu@#xVD+&1X2^frDv+J= za;IltW5n9M^~-B`P<-aS()>T?|CQT*^rX(P0)FfAKTie$*(Y`S)e*}2LHS<@ozxk4 z8rX^+V)`dICWZz2Atuj}ybrK7qiiOHI4J5juguTR0~wnhoUDJZRK=gp=%SATR8&N$(x8 zut_us*KeO+PPhg+72%ry+Av%z1yYTgKTm3K0pVIJ>j&jlxzImwuyWw(X5m`1rEK1W zYloNxglj`gK)x?r3vxi+@5UCIRGA`NkNVRcK1=U0@1M8Y8@Yb*&bxe$UfcKQNsXDG zxqT$tFO;1S0#;=v z^#Zvvb+>EMZogZZvg(`Au9g0^ejq0b`0Yv2NPL?%#q9=itxjtHM8A;K?>0}@4&;Y~EAXhphTR4A#D7=V3 zt`+vf@YUM*by3ZRl$y6)9tyPjis`~c}XtOOM{1B_TVQZv@< zkyURIpUJ+vrAoniy(DG*Fqw0c`%VT5_m`AXTKD1V{7r|i2`kU-)Z;h{ZKBng~C{pv4Go>NYasrL0DV zGZX5CNvGjY5bhS&$Z&OnJu-wQ!NkrcM-iUQ=S=+HX{{mUX`Vu-BX&|(KL3(CLiA>O z6+U_jrQfQ^W2CaOZ>A@hQ{kT*uy!?>=*}r2y8f#DO0%SSs&Fk?1JM#W zmbTFvXfb*(P3;+7ZQ@&QYxn8{jToCyh}6Kt1t{YOVd=+`o&pxq8&q9g#s*x4+iOrw z?b-5}r!u4WIO&KWF!x08bZjsC9w%B0J<<0oE$~I(Z`=-}_ql|i`>WXZG_lF-`&@jA zqy$1anzm~D5`VIZcEuLXb92k8MTs+MziUg z=N$9RzMfIj|KatGJ0L*b7k$e5npa5lN<$CUh`masNZn*#X=ou&u~Mme=t@JYKu$$; zN3M?w^E+ z!V%mAGX%wm9sahp7{RSeDdh*^=*hlT-E}OB znYV&#+T+^7?Qtz&k8772*rSB&Hv?KzYYVlLcVyc3C>4sH%&N+f@$uZ5GwuX!_Q|ZYMnHy|mVMs+g= z-^*_GAY=L-WK3V&xI<15e(nSN2VNP;%OC`?ILvp{zh8{#@m2ZDAT~x>1^lSpQXD(M z&x|ZTfC9;LH?9KieNOpvH(~rznsrHDbQ6g31&Ussih_60XYYh^>_c*|WRVkC8k!9{ z00l!|l-VG0_IWGGGcc5ReA)@tAb$qNZ#Y<jehZD*0Bhy!vxaqn-Al^={MwA^V^h2H_zlDDyF`w&gCw_4ng#Ur*GZ1dCU z9Hqjy%{oRU2qqc6&a%)={lY`}m`8!g{D=>k6U;YYA$vf%vJ)_i;-|_(Yz0?3{fTBx&u`T|h zt*D0}BT-gYDLG{s;Z}VYj5?biEH`K77+}*a3~)L4(rx?9ym%~2CQc(&aA#b&Cy%t&`dz(P>Tt1? zBo_d`pupR|b2XA{!>5LO9Bpg0VPlo`;<*fV4Nm}^m zT^^NMc>Ol?2JxQkyF99O^#TjMauf->wn=dFouxKS-rD!V3-M+S%EZQU)K+U{YnKp_ zomcdEoXmgac!+tU8c=#Si&C4tZW;B6)g3ODv>*mn848nEE43}zH^Ahto|nyxu2~tu zpS3HFn||`lDTXUXMZPL&ZRV6fC*tHaa7s96kUXq$G}syr==nXZ4QpKZLKb_HPd$l0 z0eJFKfdkw#<=5I$feSsb(vdtSbKtvkZ>^2VT=d>`j_3u5w)2bWMZWAKZWI{)rl6;v zWnX}3yQYlWRA6~W<>Wyz768D6k|$3{9jLwoZh_kGK8pD&C5m)Yni)Qt9>BmCWcWy$ zJsHs~Wa1eDjDJBP6N_^uB$896h}k6db4UxFpEBiZ$*PxWR0Ig7s8~hvMlgA~p*|mC zK0virxZYb^Zcqx>>FV)jNP&th(dgpwJHT1=+IepXO|l`unbSCDUpw!Qv0g;Zqg;8} zgs;|o0jP@JUzSOgr#p~+f0@I824pS{5;`@)aN~`KYgk{^)i<@{jtm!b)9l zEW0WG3n`q+;N~db0Jf4>{u;97@A9;^@~3T}riB?;f!jO1teLlfxkbi(JYV_P#C;4Z zHSXhgfV1RuPGW6#gd^RA{B%yQ^Eomhozr@dH~#gxOygil**7f8kHlBaGXyfss z3=?B!S_8K&rMwE{M(;zbAPVQeC`$~?j%445R-umQG}tf^j#$84O|Y-gp5AFrJnUAs zSzNq#{YDRMhCcyG-{m*l_;1z&=N}jYIi&&w{G?^@e&I+T_GQ176OB`jC`Q%6w=IqK zy3VHeHjXI9HG}0atCCW7Y?hFF`=bN*;*>UaY?feqx3Aw-*QM~SefVo`P$@e$ZLI!^ zHC82*BBs^Gj!lfbs=2XrWPcbjGQm)4PsyRem|K@uCDA&+r$lv;TH6xEj!jGs*X49t zoY0&13GUnN1Ol^F|A;*$O;4Y)aJweHDwA`M8~CVg1^nW%POMX5W?Jo(b05LPbhVUG z#?`Qmb05KGOcfDHPIZNHN2indWd8AfvAWft!!aZC+3McGtnXfj)--q2E&qlnpSSTx z>2s9PpcU^p-69l3Xm0Ab=L21AB+d{;bhz&t@gLzh=^i*Sd1pn zaM-CXO;?@cl4P4fGH|0WahD0D&_!Ri=4-mJfGk_fu3@9g+2|@ZNHA%dLZ_sx8Yvd% z*0g#GFq%Ra711VdtD3i_s0+1kz{sXrb?Lf zD1X4Hc#j*$exU#Fvn-#Is6*~IU;R>7GDA${Uo{*bB%w?4E(cy9?kp=K}ow`X~P26Z}8A{Fx-PZBqSK?wH*1k(vsyA(x@~5np8#kLJaA ztG7R#58Ue(o6e6!1xfcKSNO!<;YJe5$cVk0 zGeB&!X|-h~Hm%lcb(>b}^(03&??86O_yO_WHX8;bN3x&fvgRcTF5WPhH-wmW8T6aC zEfTxo5*bVb*NDOBGAQcXO#2`A=F|RQINss*N9-wk88jeAde^sOjVFS}?IM&^?rXWx zt4Ur3&v#1}2m?(w6U8tkc@qXj?{tn7-yU0jBSq{U2U~Gawb`n(S}+^#9YC`LebC{w zH=Ma+zBX429AVOTqN@e=d)y@ItQOesCwY;2sSC_>ff-^PZLSt5LAnZ({7Jo~;l-!9 z)hkL+%QX5e*%69csAbZa2(KB9p_5^Jv28XS58P3N-CQ+2875t#biOxZ4VM=#H=WUz#TJTBl>qO4)gpt6CKhAls!KDh8)0SjU?7Bo!>e@Gx&`T-^AX@+3H|2 z=Ch&2v^O1(=l&%B?BQF5Ea|8InbGiT+(V-?qv6-XzA4}7YF4_O6*sv)d+u$XokL`Gd9634YAGMEOg5rfgrsGkk-EjL0Ein2SSRl=m7`8%T(?-Y zWyA*4dxaCSo5lv&DQqb=Xf7JNn1qA7|I3IChRICek8wTJbFs&$9-07ep&p`1!Ga>R zz@&z-s^2Az$_@A)iGyX1*lX2K@j*g#A4{^DD|%7M z%LM5B{Z?0D|?$de1mLV(5=s>IzlYygYcwMZ%uD zD$#YWmizl>+(>@hqV|*N!~S%OSi^LgI+yaX~uO4VBYNMFNo`9=cXCg z(@14|LPRo0l^V$e8o6vSJ#9u?$po11vQ_l85TP50JWDYY`*6H%T_n@=1|nOOi(JZL zPso44cp5XVS`i#E7RR`fM%t{LqP7Sh32&PAeUTgy`_S>!4Q3VUrq+wNOS9o6m+M+u*LgBOuAEC{4`0SkHLQmRlUf~C3<*KRROi#P83Gk{OrSvD)H5JJP9yx&Q6u6wz-TO z_c3#s3a}xU(LJkWW$X^Ohdcdo?{G4JIal|(?(99Q0Xfp={CigYuW$=V?fH1Ls%$^X z=es2f#KYR^`Pi7EzGZ_7?800$Tdtv6nj8mPaZt6{N*x_r+V>96I?YvEqhpUK={J>q zVD~NVI-|r%BlqoSD^ZSn~_KKTDfoG-K+B85Rmn&6HCP^TF<6^xIEUJ_h-`es0 zmU^XLoqVfr?={CyD~yDy;R4mL#4?Y`WmJkvwv0ZrtbcNm|;QcPwe+-zAPSQ4lXjml~f6@{eUMn-$6*_YwjI6>77(d6bzw&umwXn3&a4u!Iln~hkH-ka-Ju3x)*Lk)|*Sn&vV zts={su#P_OQoj?U`Rj!m4bi_66N_;ZO$ap=;qexwyEVIs#uQ1f6Y8=PLXF4@yQpZo zlHLy`gr>b*&+*FkT`e#54$t*Qzn<+Eh39sR79H=sYgezqh^cq)*5zAQpi#Sbu6O-M z8@JcjFTYndXkV;&q^9FVbX+NaH`C+ix{3p0JuNz3g>uq*sxYw_H#HnD#!V#rSG-QB zYtiwd)I}gyydQVGs+Ym>qQ~kO7cQAA`{DNw##?y9J`UKj2(1LcpY9?wvT85fl6f9`QKWag7H93I?z7Lk6s}f9RMQ*g9 z5!{ct4>^>>f^H2PFGDFLo1M6AfVAX;v;N-xsOV1N&}w3wOYuQ0oINE!^#l~qE_xD~ z3D`a(Pw5N$-XknzpP6MahGTB55hgR{vNbvioS9WEj<-|MGiXc^K6aY2y6QF}I6Pz@ zfMQU$%CiSHTW?Tbo^qfr{=9|I6anL{L)_TmTKMml5ziukz14>SvmfS`aE#335cf}l zc?`H2^SA_H{*82-Kit_F&fJS9@3v>9_uhT?+J+iMe_DRxLGq_fK%$j!@5GB#hcqw0 zU5F|%Af=w{YY|5>d_*q|HR0D(+KNZv>`Oz9AXIls5<^uO%^5Z&Nt}UUWp>W6kpqaq zp2=|XY5X0xyc)wQ8@3oe4#)ckbH3$eP|RkNDY3Q|yL1?~893U)*$X^yi*I`d5@;FS zLu*L$YAMo$iEi0@XpKa_Zc-%stmwz^6Fqos)tJL@^iYEp+zhlhhv90W1d`FwdfiB8 z+++ofOt2E$tp+vfF<7QO8mh4<=~RYnq})+Zi;I$Og$o^1LseVcXBX+{56+gvbzEgF!Lgumf+j z|3*amR0XD^J2Q<2ggH2NDb_C`&zm@l`OV%^XwVU5t=xNW|Bbw0;03Ns2?#Rp0hiJJ zcBT-*Oa+j*H%#PVC+e26Dl|g?rA~C4NW%j5>vT+d**ps~;|D)IAYSvhPPE%6_ zeB98qxc;1|sX{@ToqyS~A;%(olrUlr|9RP-5Q873`iT8eosps}&-Ju_eB7#KRXYea z;{WxZT>Th5*tOh>GG#%~_^9m~!=6&Mi8O)|Px;qNuZcK5me#6Vh%u*ApJuD~`_l(A zh}3Qd+D~!`KvFJ&lno(8=AC_3f5DrF=)5y3iQrw)pGehZ&pRV|8mMgCj6g ze}F^?j7S_P{$gRZ69uFxIbz@RdOQMeo`rh;_2N0w-Du3!zjzF|(!c_T2KhMC?*Mnv z`-o8i!eaJ|!F)Q|nfCXb?r`>f#7LH?U?fZW_bKaZ?&Z<7Kvb$n1L^BV67l%#wLm1> zf{y$i31>bHqc_ZQLj;8Hj04zrEm+ zeb^_GR;r1l$-cvL&JWxg?$qczdi7B8z{n$hGHbE@bQB=50RdosU84)Bh(*7yF~@Y? zB3xuIq#}F)E@A+k*N)=-X7?Sin`kNp!s@V6CzhCM)$WHQN_Hv*!s#elE3SBevbSs3 zhgK3ej$Q+Run*zZi0P~loj32aL-rZoNZ2(gO!UIg?8CG6_dLMdt`T5-O03vl5|{d@ z#qeUIm$mPRXI?d<2``8~yT~MWuwNoHWGB2JbbcCQhHSre6gWe>LJ+r>=+))ueVdU+ zG-`jtK_&a@a)i<*CM~8oZ|M%pg}ODNH3WKJ^E>0Lf9TFr{;-*AiL%Ps3IvsZ%`14d z8UdOl>xx%!wcN@?iVjm6XVxn@SZ{P#qW3TX<56o`FUQPE8$pT@Z z;p|2fQ@W3oph${$toZiWsxZvsV=E4-Hd||f))=)UGN$&%{XICQ&GwXyhAncaeCZ)5 ziV~eM6kgZ&>Z3eNuhqMtZ&$uoZ=p7~u!)A~Zr6fqK0jRMdAyTzD1O zYgqxmXiYnNE%E@=OCUwiqlwj$uKFHP!!ztO4O0YB@k$|Q%;h`eO*X|7l<+?vI1X9%Mxqu(NpHZ>>Lupk0>bUy5o(#b9IROBPpW7AIWn>vwVN_Xy*4v@?g*(=~GGm zNVH33K{qn(`Xhl~)hf~lWB%xW8rX^VD)}9T`kdCQ#K6R* z;=CwgocX;bGw72vH!vSE+DTo03v1(5qC1aAo7YN~KAq zCzTbi>=rvwey>vDO;K9=ai~|R3sYEugwxSBeyb?<_ILZUq1%Mr&i0!trf}&wC(Jjz zjsnw!s1c;_R?J6YehsGyksO0d)&&y8EYN{vR8*LGxx%!}LqwH^%cw}Yt%~1`%~MCL z6MY2g>cg6*6zHBAwY5QGpZd6Mn+w1&>T4Jb-yZMh6M5D*qjYTdx7-LFiQt%Wr`W*oLPDA&Ca8UnKwi zh`mzrBk&z>ND~y(hKFk-zadRgP>W_?4J)c20)@}St$llr+f!mXY~*)pBlp)?NS}szf7oXX)m1$eTqEo&evtSXsI{NA zue&x|>{h>RzfPn2X&_|nG(anAS>B9uGA%wjD8_@2A%*?HaJ<8N8N`I|<*Tbi+$cpz zuY2~Y^*wjJKngq3bX&cJ0I%3z5)B%rup^l^Qfax4Q07(X=Z)$h(ARKeV$1wzi>ayr z6q}Tz&|t!O5b8NTnAn*Px3`Dm(a_zIl|PtxR~CL93NHr}=9{#^1ckR^J`&T*A50ir z(&&&NcEbF~LB|IZ=H-gPgn5Xll0TR*XsaT>c`7)VK#zdh@xg@AC`oM{Y_V_U4<-!i zH1#zM78p#R0#V3+BN}eX3`@A_!M|zgZgvH72K!%VOwsyfrQA`@%d6$^b2?1 zz20FF!0QK*^m zJPLKcyJ&i}e_#jy+heCm!y-E&s!dNt2B0lI)i>H6xc8&xPxW2DdRbk8`YHZ5_uu$b zp8~VO{~!jNKh>uZ$-u7SY1vdq|3r07yJ^i{WTDD=4~;jQu-{fu&k(2Sz zXKyiMpBrfG!~f>>6(9R3Ff05IVvzY`AB{*B&OW7J#m7DxmY;qHZ2s8Cfc1+M*h6C< zrC36PTvmRdA1U-!4FhhQT4<1!eFQ`c0+i^`*oQm>1{P2H-a8oeA8r+c$(C>3wc#c_ z)QH?TxZZzwMU^jGqm$%I?g;Ts7!J-A@(po~{G@LJuZ^t70z^ zh0QEK>6^f=jJUYsf=S<`IL<#BV0kLt@B{)ll(e^lQr!XFht5uA>8vdw?i20*>j%e1BKPuQ!3setQ`=fp; z-5-^9sVrz0Sb#q&_{nT&FqQtOi$(sJ&>KA5a!+x{p9#Nl@5&va-w|}X;BRiQ3BAD* z%*r18K@72l-k?Gx3pcP5dV>mnWJbXu=fFU6Op*(z46tA^-5?pQFb!fmGS-Zw>U9kKX0}P)QANuZGQwyfj6jW#ht!J|jfHxI zD3CuMq6+xUUOf|BuGSAgy~L9|lqLzvYD>g!lAq+E@K&`8`WfX6q2+4lK_DT)YsTaG zXtI#hs5>`rZeHg_E3YX(CwdJ6wlXb05Tk3sYcN711iS`8P4F5F)o;391zPYLqJUqt z)+Ll0r5{N1nsj9shLq=NA5E5 zEjI|&O8GZ&nEWj_7@ZcuFv@tJ1f%p@tPgvBpM+rd3s!9Z{+&v|Jnsr^m*(@iK6+NfBlO3-OPSA zxcS$45bAj=ItH~htwDo{@l!Eq~>}RwZCH zx@v+e2c{riSMimDnrdr1#p>s;92nG5n@a69bK zouO-?eJn*>Rw7jUXnmj9K6(JJ$fReZ1@XHU+D8j%>3tTGBWNG32f0cK?W0vtl|NdK z5=C2RA1(Zq#%VnpZXfLjfs};y(bBXADcV`E&$iG$T6)wWM?(s>k9Oh6i{r~!RZ0K( z%UEv4|5NBIZsYM~EDK@jvEn*vV#E2%SO^;SQz?qs$m1g@8@a!wLQfHW@<&jPK7Ih` zv7^wmHhutK_lv@9Cg0ER zev5Kt+xP^aE4H|2CHcO@!+i=~!pyhg`%pSZRTj?-wuHf~;wrGtA6gevWHh`PH!giqD2K#J&MpPa{8WcO7$drBq7>l8GNLh1By#HY|#X?;iw;R^ap(B}6c5wy~Z4LL{5Mjr1&BBT{|h@K+)E)UCrjx0@8E2?nJY8>}sPdUA7UTcFM2P?Fu0jc2#~R zXxp(XjFyO!c7>3q*%d+VtyXSVK7HD;E2@td0Jj;XS7>a4p8>myk4=zP5uZ{Fsct@w z>iJ_61iY%n!;dK-p|OeYS>Pm|Vt3egM<)3xcK4uE>06(KKe zvD1?u?EXK-6M@X4`22Kgr0@~+&5K2Y!hCZ8d@4wLw^Zse7|;W+&>tOwzz9-4|j+e z{j&YKAhOuAye7m~+!eU^+CIQ5c&peucx2Z=%RWHlu%|h2Efzrkpf>BnFI386wA+p&0>0~|`Oh#0Th6j##q=|s)6USaK zdKeI(Ng(&dQ?}A%G}-Bnio=3-f*R(&c;sjuj39QBqleEuDHw1Ej+^$Br*L}=zu|Gy z9w8cZDTSTjh|3QEw|>N&9Lz&jzktARNs|#%eu?e=Vr}0o3pO@~dzbgycV9;ydy&^f zsfvLCbyBYf0i|>gA#%cc2=(3tL{BY8Mo;~*ks%!pw~EQqdJvX0X-MMB%pQa+SU2C; zj27SzmNcw}h5)ruFM7_vgiKJw8nhfesUUU|KGWzqsO86KHNq46f}M1%;9s`u=?xK) zt>$%9fvWyRii$=k|RUNRnL+OWsjzC7KhfLnNjh9Ww zFPM{t8KoX1q6b_T3R&s)6v~OA;DMb$)`aKvI_#LPA?BxH)`SO3Eq)9bb~cq$^A2zn zNR#*AO5@0ky)Zis)8suU64@~@$XRWk0=eawr-6~XEr%G-aPn~30Y(ir@s@!A7iK8h zc1OklG09FuYjfWTDBBt?1?G*-Lh@QLBrPK5yp85XllF7)}vfZ&(hm$ zjUuJZ)(-<6ZM&5l2m3J~NMlJSNWTIEwb^FV5kKZ;sckle z5o@#Q)4)jJd{x=R%_ffmi>eLJSG9}feUc;gSuH2J;-a4vi51WT>E1us-Y%xy8JxpM zmW#6H42>AkYqI6AQ@rmZCHI76U^0;PZL7>XgQMYW-Yo$4U`{7G8)kjmG6ZNMggwna z_LNM3``xN0*yyj}PK*9l7g7ZF`WEJ&=QOWIkikqOvF8ME{#{Q=2lRo>QZ^A9{ln>S zUU=a*Oh~jP8TeEbdtTrdUt$F+XT}XHTmkUerC7Nwhn?cl!m{$UbhF{*&FtMY8!cLk z7Qmk5NQEr0jhfUR%!=-Omm3)M#Wn*7M~dZ0YT=unk_@;j*V|l^fS%F)$!s|Pn1sEo z^)@3!m@`Lhq{umL^BE8aE>p67Lm2Vokta2z;bls;0Et#huo{%WL1K0x9HrAuH;mX3 zA2;|74-&Hx2sLUz@bsUvae-57It!SFhFfNA`LU2d0Wfz0*F+ckC{SP>y9qnI;D3AzOn(m!Lfb30 zhW#>G(@CelSZx!49gOSQ<_gGTRoitJKUV-ez@@vO68mdDo7hBSz)FA?mI++%=Jsge7 zsT>k~+qNhyhdsqVl^s&vYFG(%F^l4JpK!NHf2%+56VNpi>Y|oJ1j(#SEf-*0d9f+5 zVM(nkT>x^!wi5f0z>Bnrs002Ix1nN0^v)y0-4b%AefU924*v3eQK z)LbSXz0$d>nmatAbz;k6r-m~%GLzDwF0AAIV)(%%cPG|NVa?3D~3_>OI>6Mr0Y;~#W3o;N{vz!dq!zcegWX?TF!LB zk762HTlreI93uuUT{Is6u(i4zV|!ZcO%98)gG0!!xw;%Bn@VCQ<>#`Y;t|qX;EW-M z`OOCeaLonIC}1IgeMxzgZNHi00o8It9CLV4TG5D~^fIS$%IgwT@ueqT)UInf=_WXwYvI9CP z44{a$$tI=XC%~|o)!bwg)iI6)Prixu!w7QxJTTL%XS8uV zh?&)Wt2b3Mt+`!x1RAk%BAp@e4zSd3nGzYfX+`aFfT*HF*oT8ZVry zRX$dSa}3Ah!a6hIAC8|m3Xc6z0~To!K z)C3sYS*RV#?%e$2eH!lm=6LN7p<-{>WDdOx>(L45ab9|IywSnQo9B$h7&feUIour)p$Zq0WIf5+8!U^|ki(%TOA z-9^Mb8CV~m(e8#b!J88I+_!+M)%l$g48+Km-`}%IAkb3!dzA$MnfDiJgo6nr z{u2uS;&?4k0%C8}G(Y*;!fj88fm4ED&1Vb)4no{9+nx=rw(Z#k0GX{%Oc6(ZEGDLi z`;~}NCZ>Gv0b{KXE(l|28VC1GmOr>4+9OmcgNx9+z}{jTT%CT6xjW_tS7WN(;OaLQ zZgqS`P0X**#Jyv-I)tjW)uDHRz1FAlq|c%W0n$z^e=1LU92(BUQ3t8*D}D>OT2R*x zafRp0u%jMV^NI+-(9)aNKmkBz>r;7-;jKOvQ+ba4DOf2}dBK+#7x%C=J`PiPE(PgR zd7*cKz3UA}7IJW3m7KP>s4;{b%-h*$>@^+D{11S#)?s_eYph;nSDn4TI8xO-Y%hIv z)vKI~MI4b^RjPv?_-WeJ5A);MOpIAt*cx=0B@ZIh)vxv50vQw0M`dt77K{-@H5eoB zEyM?j1kBYj_#nZO^*zp5(=YI-)h+S{PTPMjivM2%coF z$Xmdbbxdex+lTjGV~T1X6I#_ksk2b3p20B0kua$b10g?Yv*)wQk5bd4am>hXmf8)X zIK;`RRg@6az{#&#=L8ZT%VtdO6vx#3+48Be;fPbLV+`3ZErckuHTSU~%7&9fl>HJA z)pTvq-<;Wd-LW+-Y;DosCfQKX+G5%Zt&_tiw2Z0JdAcQ&V?&9OW52Kva*TN%J2@Ci z5;^zcRXfdKTDdx7ku#mGNe4 zOv{p+Egzg{H1@p&L^a*!=C>>*#Iv7#VcXpNvDHF?wz(xe56t|u)t(RCfsKvlx6AGG zP$1$w)haioj{_~%@w!z(Bq7c?8_R1RuUiE@CBn#k=ln$Es*=>U^o>?cLb?!H1e!0` z7D@!{Ycc)x$tnp)MwT~GEaJ$>^)b&z2pkz%{>V2WC!FGkP`al$V)ty}6h92x73M!O zvVjU>eD6D5Vi773Vg7>%t#i|TkpkDkU^JQ0)R~&+ru#gYP%kC0C*;3iCkaO-5`;V} z%5!IX3kTa#oJbBFmB>F`)>pOHWOaLVFrzu=ZL=yRuqWidz-q!-W0+N#BU!{*V}wy9 zgPb*%a0Uv-35U(ljfX9qfkHqE0qj%aAD}Ve1VaoDPWN5d35EnF5yYP6rwZ$7E`XhI zqy>R3nijQcSpGuV#1@XUp!mHK?ISJ9R}zo3AR4)6OyKsUg(EGfI$(EJXXS||3$ zT2fses<_p`WN#miSK-&r_eRBGF(OV@^ThsWQ>!7Ms`Nl$Ur&6nrRv^+gWsGxw3brc zT5_Pe_3xnRtriS>um7lb-Uo`I)g4~eyrCn#&GWiU34r~f4iQz4 zwXVK94qUSOKQq<3(YfaXdo}e65Gq=Nx-Bx{HKfRGx%NJ1taeLtqM5q zD+{7X24!(V-|iH zCN;SjEwD7Dg;f{da6DRGezm>5w_of8u4I0%wrhF{&^FnIkXfOpSa_b{TEzke_sZE=&|9`2ABQvb|#j}*;25yPJ4tc$O>iF3(y zY@65PRR$TpSsY@3LXSNdp)0M%V&^60J@9**HY4FG&NggXWZ#q}4NJYqD(R1SNN zb1c4tV-}@sK<*xI?4_UvAc;bA~AT$X7J3XhzA(N-@+G-!?}_9AD!RKOqr{*&8uD1hH; z&Zqln9BDW1X%RB+>5p|yMRpf;tBSd9*HkP)(o|%}R7-CLUbm`?2CoHS@cK&tpB(pK zjNLUc3FB@r?ok=+Bp=t4xaUrG1iVsCoOyl>c7m}+^(Q+#l0Y*@d z52P!NS*SlH>JcBe1|najb$d$Uwm_Z*25uxy8B}|O?ww=p$E`K#mENdjtE9_-=K49% z+Fc0oycDf>+P%lB*Ixm6lRDpj{_AqTk!(Z2xAf^%W(rET%~{n)He@;;%>%|=dGv>c*aikQ$Rd|<5jN) zRn_6ijJDe809XSdT-!_P09Xhj4WIQi)cf654Bi<}VI~fjWA_dQwK2tGPu%;R=YfrO z8bLi&!z?VR5!A9Hji7!Gv~I^2tdSnpeM!DxA&B^b^>oWT=+5P_@t_eT@t~gu9`YMO zIugYcETIvk!Ydj<`XDHN;W@0M z)YBfRy8gPl{<^yUuq)hdf~T@{7Pp?yoQ7l-=y(%mUXLT0tV;VlX?${ZIN|mP%!?9v zSGf#4UHAoSn!vm)-ztN-(oUX!&>w9Ldmb$S;e3Dg&gs+p9}6g}lj+WB5jRhRo82E3 z=2fZ73kLD3DwS*WIrAVNq6mMo7x~_*C(IPWo)kXA%L7rbTcRdg2crUoaDxl;d9AMS zaIq{z!YdTnwCHc~$kOdk>HX5*t%-#c#Gd9Kdr)qVmkWf1#Lfo$#H1RF=w6bnqstYhI%{N6RCW#ojQ>1ifk3KsMu=AWks(gvW!g>GaX;S zrY;a<8Ve8!*JTT0v5g-C#_PhjS#KS_V4f#TSHo|>zH*I)v9AO~*jJAM`!7-Bfw}?3 z>C$z)!Ke12%3zpJn^5KJlK=iuyp>mw5ZGUXwvy zeL7-9)EA8oGQGLSqZb^EV0Xd37mZy?!YVCD>c_o)IC$=&%v=pQq*v~JvnNh;&VLFH>X zzI+y4Lq>Iu@4>7HLs4hOazW{C%$w=+p!JV(v|i&BLIW*smZxezSZE9*f6EdWMb{)Qy8w z%k4!vu$BpWelwycdNx7il*jS(DZv5)=L$P z=VfQOCg|0P*y=hT5WQbZo%3>uACHMl*PCh=&r+$S-T7N0KOYZ^jAT&uw4-d~jW%>Q zeeh-LZX~Dbj^6;?uV>af?w3;KRy-CB+Mh|NdHM>dU#~Oinmy^BQvF-*OuA-F zWCH129>2LZ70R)Rx#-vmzT_01f=@b$4%+d43A(`%v@2IGw>DpP@Rf8m+8^zYJU(Uf}`Rj+U`^&cDwD+Kv zi#FIei*Dd4rVk*qlz9BVJd5(5`e3_ZE*DlY>_b}B#ayTHu<)&?`@?W5g>upPPT zx3g!Yzi$l(^MXeH|Etx;JQUX)jkUolP1V0vD1f+7YP`N~hl#4+&YqE}d{;o@b!dJ5 zhtyg>Zlv?0-+%KHfA9(ZANxOBGd7vCF5AlG8e5eG<7VeWuJrP35fidpTdXp0h%dG5 z^fA=};^a@;Fx|IR3xY2Bv6_+JF2!VgKzLj7gVfpz6aYm1vIU~n&M2Z}Q`@^gnn08L zV9V;+#m~@dq0RM!fesz-(p^d0GzzE<%Z$2#cx0NOBAF98Gb|0;xANGH@%lF&fap`5D`?XtZ)jzM_KCEh`hPST{ zZy(;)y0729sx-cBbhmqJc8}~oI~89I>M_6!j#g_yA!cGE=Cr$@5M#@;pb&ip)PJjv z1HLJa=RCJRx9$-7uvJrk^YZS&_yLy!(d3J^QQ=omJ0C$km@uL5@aa| zw0O<0g?<1OIagm18s9e;PzeD2^M2?edT%CRexUP1LsNTed=Iu-tG0TB@#7*As^xtI z!5c--5(vB>c%js~{;N=xAGAWto7Ppg7Blf%LR(?RM#0JXZZbKZx7*`~=LEvKetFOJ z?3nnmP}JndeY;(L(EYW?$PYr%fFJrc@RKs}8xK2gmq$O~d(w*`X~A2W_>G4UACmPU zEC?n0S)hb=xia-2u1Y^ft}G-CxN=JXu2M$sQM+1O+lJJF-u+^xPK7Hc>FBCeD)g0`GY^SV zHk|CCzU$m59`%B)*spr)6w!7gJ*E z@oNaG5aCkUQ)t1QSK?YVp7BsfKoE}5OOM#@oaFzP~eP4_?N zVY5qSr>qfP5;juPs#*DKQc^eLu@h6-2505qn0VE586>XVQUn#R@2a_v04fmBq6cDM-2Q$~pXI71WOo ziYXl4<>~SLC<`Mkm!14EmxFtHm8fK9o3EFihl-ZVPLd2d&Q)a(d0IfaQ*qcIdHKrg zA-iR>=k6$Zn72+xuFhfP;s>~L`X>9 z`pOFtR>AC<4RLKeuBo$?HAQZjFH?m{)!oUfI&b;*E%xY`j<;*0Rg2dIb^IElsuoLG z5J{lca@ebqWGlg0EhKaQU9HsOV1Iuy75!uwM8ZgyHf!-ykt(6Pg|p{3>U+g@kRKG*cE7J85Qp%y+F%dFB7g zseA**IcdgT(ksu7J-fyaR8>PS$eF-t5`_IftL>jiBWDAGovd1_Md3gi1I}E4R2zGR zvr#egqYu9T36E{C=VYuF!=XrBQK`aJc`Vj%nE6^6#zW_6_nWh4#bF2X#yIDBlD~{= z{lmALWQI1Wc!$aL;ZP*Ps1)R?tQhMzY&5kpmxs>N?l))8UIqso$mu-id6E}>#QvXD zgZ=-c`rv5qw&`ei;tF>BEZ@^$!;a;&uBW-*5bv_yZ|ax3OZ7`k{5lZ7bjO5UNtTbh zj_H0woY8u}jvIgYZD6~WC;$JPFzB58wvFcXEzy#cS9Xczoq{_(PZApJo}U-v*<@;a zB={(9!PtMZlzxkgbe(%iiF8vSwM`g|`iS*X?W(DSmg_=V_CJNXKu8x<7quloUHoMW zei7))OHWAYc@hWtPs?zSKu2A=L`oO$i0vkNO1>zlrtKE0>5U1T%x{M$+RG;u@z0l0 z5dxGQiD-uzP5?}#I;Aim(>(#G{y_E3!Ds>#b2K%l{s}-0h9*)nPbqOu01B9zexohj zw?_xF-DA;RNUo*3dINNKcgEDOciNcO-x<@O!l6};?u;qtD@1Pf|57VfSX*Dpc^Eb6 zXK!1uer{)H42e4bN4rtS+DKCJq~c4JXCaU$VyPIYp-?(^>FDhtIc6mk*B=otjLC z;ECpuIClMHI!u`?k3Av(g}QUsov?I~+}6^%6M;bsX3xlZw~kuD1z>La5(Nf}EUo0w zS+Gp8ZVsKB_J|;f2C~JPlI5`{H=08xP|n$ z`tv@4P(PInLm6}^6h2GvK8cL-DSxb zTGewPsOv9FMp0`y_OhhahI1|46+fg!U?I*&e*G0ctVTpo#fl%Q5H~{tsUrR?Q%_~~ zF>bT!XGmc5ZrSWP@g1HH<7B&;C1o-E+6`HXik28%{WOKLSiVAOmCH_kFdfbd9F-Gz zlTF@Yc*A8Y-o$rsHa%=v<-C3NG+d_aUeoricz>9`Cf8|CZStAOi{jeI>+m%%_eEXq z$}Zd&@|y|VBsn798NV1&AQMERBG`%dOnD&a86#*23wuPw>2xht#LMhc*LWFF?8~ND zG0!S4ck6OQM8Z2YB-rIJA8*eaxp2|#d^oUJJ6A)XE`U9GPn89#y>NOD*6v2L)iMFa zxgh3^s0^zBX$CJF1y|_UVE^l6jOB8jUz#n?$A8hrz zArR}$K-fjHXD{EqaH6Rp0=tqxFFEmuO4%1)imyAg%4XFS_mo0v-y`&$RDPs+ zJZH2k&4Zi8tEhArBk{E#)RE^Yi}?{eb9#TcUyO$1V&-^4Jb;*YrIs%uE%k3)(dVg{ zmEqPJ(Jt=Tx;R;(ya4vuYhySXce_6*{4&nv$~Xsi&)(*FihUqxt8+s{4le5jN1texoX?hWK3%6b-_Df=B}8>PPj8QHz#NnimqHD$i4?H7RBJe&%^Z{v z)#x%C4jB*-wv-F$I$g-NJt!esPZzRn4@wBs(--VWq(dU^>AxLq zJ?wC#i?OupSn~FvZzaQH*=m#Oi_a`ra^2!UZ!H2vU;CRjAZ}!o_aIZVL|7*CPa(GB5xZ}6+T5Q>c zu~Qqo_|7d|JRtb87s2d6KZA*g_szW!P-*O0iDAPC01)4>K+OAt$$UB)uXX3eqd8nu z-JR_h#bB3sSA5H@1twT3`@*IY*xBR)Hz(Za2t6eRC0J~B*+?akNDv<@d zleW`6>>sYd)u!FG?wRiH!F`AqUD%up_j?~ew=Li4;>EMCmCtn6R?l=!ciua=w0>u^ z)9qZB#eBN+LI3dj4d8xb<2sLYpFa)T#O9Ov$NR-9pLd4YVRx)^ zA#Sm5A#%|3sxjVGR}x3?W&i;mrs+4k3M28Tdrk30WUx5;ml68ygE55V$+$mqMvL*u zAg$smDn@enWiN;3G0x(vK^!YvGkR%#e6SqEBFbW)ys~kd%lxCTOqfSF7(s~9u@F^0 z0*)JxevL{rMMy7B6vtASd?&2cbTZlN4)^vCMzaF;g3tEhXo#Xa8}1#9++IO^Zaz$N zR1oXj0W6(s5=-Y!iKVk)us{WUC9KN9d^j4;>0b8uf@m1ADvy2UZdo$Oe+kK#GfR$R z#P8@fGRq>QQ+&~DTk;WZoEN;ZSE?+fd>I?%Pihz?f|nwO#WcX~RhG?HEHoconA-so zKJF@Sm~|)HaM;JZ@9X5(aWAY%4RP#Sw^cLHxhk=Bu9h)z)|qT~E&(<)N`cXtdVbZk zZT4JZ!syIXiZqhfyhfsBaXWcE1Y%`(xINtIkGqExIa7@7BEBN)Q;maiie;zX8(tm0 zd+}!HUMUDreJO})xJ5_h->+ezT5&Z^2*Y##q)nB4I&qjKAEprLG-Z`sI=h!8H#p7r z)iCdR%#ZEhat8alK#PMP1TlbL23u8Kx1?v(YmP5X7)x-mZv_?FcP0`rx$zy@K__zy z4j4La?KOqGm0F2UCSa^}T6-f$1cbPt#90d%t9v3L*X3|$XE>w7|{l>+>SX+G*b!5VOSN}llKVht`3lzF}OQd6M z^#TWkyZD&QSo$fy>MzZ1Ww3^2_j<*pp=9eHxUGof~E1njkX& z?8Q<FNVYq_78|1elP9?E`40{6Bp%7fGkA~4>445>QcMX^uu z%ndH`%OR0l#o-X57?B!pbVE{AY3wss%5p*WS3|NPO7pcM+o0pU)sT2pAUko}lnx-i z6#}8l>MDaLT*P~Kx&Y%bqRRF6reJ-vie>*RA#fsW$V-C>s(6P%OSe$r64_ImeCBII zTuRKXsryRGBw`=HS>Fy`YH@x_-Tg9*3=hqs-$(()o|JHD}-=7b5ts_a}XUQ2E zGV%usWuLnwrFB4B=ZcXAz+SL{4ZAc;E}m*&qu?d5PhLBHi!1JyZw-$dln*7a7mXU7 z8$$?`d|sCee8pDCz$11PZ#&G3cK_*!S=D=z3mr~Y;eU4L8s44n&)zwGdjDfl;Ob<$ zb6R91o}SJ7_eX_!Ra(xIswl3_=ghBsm>_ z&o%&21pCx=UXqV+SeKX&;T+NacwErM#`=WQve?NRq->D>HCsVr72t!h7!$<;atX1cAa*pwj)GXz#&-MDy~%hu=uY@vgbAcrFV4n1ve@(Q zl>j=oGyqWHhczm0IMxM2UKqGLI6hJ0S8djmR~mcqng-FitwDey=V~aztKe{0JS5;Z z+XSyAuqQd)LKuLoh|J$*^bfF4W+2)_*vkOy;{?$ibmWdhzw-8u5pUfunFs zu^k~6=sjNt^G64Lxa-3~{6U*$04axB2zv@r{os>ETZdsdc)35`fl%q-ZIxjvhMn9j z#cIri;n|emdmv}8dk=^6-5%^8>Xn@@_%vzITHzsXDkF)6W8%sY4Yc{k{K zQ+-7@h39s`@$%C?Y#1%3G}!MgOjoaH_LA(SaY!8m33R;MRL9wrUlt+_xXZ02xB>2P zVairxU5b31%-`0yvNk&f(zAicKrmBP3+W3#;4+ z2KJgqXWpw(?gqB~M_H9S{0(i6<4IAdIj$3*q^4XP`z-&vGvj{){;Rq8A*T{%c1cfd zXR(F}$V;K@l-8vqVSq;KIU3D(A&qi(GNPlj?S(32WU^<3KIRKh=UPK`U~{-U@kGTA z+B*DtQ7U=lvga==Fe-A0`Jtw5pFG*3JAxk9L4ODCgX23ri3KjK?emLfFI^Uw#dofk zkYrQO{cEFP^=(Zajz^RJ79WSB-MSu2#Wu>q2fYA zxlRP>|6RymQ3gzEc)BRHE9A3Rgm!XS3BYv#oHA%$*G(hO&a^1DKK81)u*hS{WY4@S zKwx#6HVwPQ2o`&F7BH!{g*6SfP{?8xFm%E%ub}rE+T?Hy(^6uoU?gh^yppIDKi9Hh zyX}?CCs{P0ju_8zK%n6F8Y&1a_-K!4^ovFLmlVaGc)u85zmelL72$tjUSr8*&$t1< zX`@Dq?mjGr;47p`7S^cwMYEUG_Z`u|c1lQKWPjh&Y6Ix_)G&Ftq+l5jR0g^I@7#lYR?UK8Oly6TY=JtStB84j$ znbvG#Kd(y1gWbLU^no<Iozo-xX4tN=e#xyO&gf%C3SUUfLl zgI~{|kBk_Q4w`%LA_F#%jX8D0-@@~HJC^s@MvEROq5$Wv9dIP7x2Wz`<&KbWu zup^I} zkP|NC0&Ft%7vqN4hYW|@S%+3N)SCK>i4xU7WwDc&`7PBQB^%I_`SDnh9DTXly{pQ= zeS=!_<1t|Zzb%cOT9-!(U>!&fZLC zNJ``)K*GVyxggJx_Hz*+;Sj2)?p(W*v#8eVaFC6feDSO-I=d7hZGYm_^*=8zNn78gt1z`BXD&z zE~uXyb-PkXnmC4YTEK=SI5pX|v~labt7_SBu~>P$C+Nztfua~2X!~|;ZO7B@*)!d( z`y|Z9&w)Z~<7suM<*?6g+`Q8{d#1B>iMLyg5U(u>v6LebuPMZ}`&cv3{hUp4`;CJZ z!=B^}pDPI_Ta;pT#U1@{GQB^f3-PtKD8*z5pDu;K8FEq@SOOekVzv$ILimBy;YqD` z8@V7YljDIC?95yi|2f<{r7v^B#Nh``Po|FREcmiy_~5QN{FMh3Bu)^<&rY|oR+le% zeMR!BPDQY%3El8qU8v!^d@elKQa?Obi$?X}mCYimx|1%|@{Fpp{vK=#r!HB4(xqA& z(oTuvr)t2IR%fFW4?apV5rvOdm&$d(-6z~ptCfkEAWLX~g*kn-Cg`DuIw+^}NE5jb z^jH||j|I`CzwmI>#8r6amYjIiM+)rqVfom~r(TGwRLEwp@Z>Qu=XzBE>)a@TH8e9W zj$c;`2PQ1OqOdSH>t(BW*bF+u0& zgxlr#t-ztS#9O>Fy*b2DKba_F%v|oWVs${T;ZgZ#M6ahWDqF89foPR=Rs!vQV=^G<)T;#?>it zbrdczK(e(WE{<2{&UCm9H`|Pc8Cxsjl7wPN6g%;*lzScI0&sUuv(g+maC^S6{+wo| z2!UA47)Cg61f9+zE(SWxBSxURqnt`gIP0VB!GN?B^+!3CG6d~H2prLM_3~wI93;CX zZfhLoUNM6En)tFQtc}CX%(x3xE4w8wP9V1Bu~RpS5nR>85p*tb1fWN_i3^4yD3^C{ z;NC7cPLXo`6ESzoH}?3^Tcv9|H! z(l}x`uR``e%L8`FnTDbT!EbPaWqh&E^{sWLp;NBl&J=86a@S*ROll{;EP^M=k(#c* ziiiaWa2^Tl`RnokfikoSu~3EXtOG8MQ>Y5tp2GcN(AF2wL4Q#AlEdoHI$&7@xnCH2 zRVl%L?`SY66YM)NlMKeX8`~S#E9P z`5K-R`)cj)31SeHRSyK~!p5c&G_2t((47*r+}DOcgMGTwVdgz!IGhiDj*uv^=$<{_ zz0iHI`x|1SwGL9K*4ihEeSx1;Bms0@KYPB@{XyqK=fQiw`6hQWH&ZD=jW;fI-*}^Y z*3qPXrjk#Xs6V6$md3t_m3iX=SLTg3R?ljE-bnVo2YuMg08=>jxfXZZb2lu4JtaT& zgg{`vHq!0Bbpl8GNQDTERD1%Y?f}(SZQRsHlZX5L*-TB3JsfV$>Do{I!L?76un?~- z_TqI3f%hf&{FsCQO1Kk!zLL2TaCQ^FG_DU<7<2;Msx}?FWl+Mgi%e(r_eBA$N|zZZTB)M6nm{nAoqT#(0!;dvfM=8tkFr z8%?&iNr124lk=4>Y(*8%K69rOR14kgU=Q|}(@UmXM5l^ppV=q{0lM_)aj;)DlcI5f zuy41NEk+NoEcWu<5<=&7(W>y)#k7^~c+gi*JcQ`dFYqScR-^uS&?iUOgDZ%A&gdYT zM`-a?WA6^feFbv`9uCLQ0{f4!t3Mp~NfGdEG3?X_LU2djplv%JKffD-^8haGgYM+c zn4d}4>+cVV6E=3fcHbfjMv&_o3sk1Vy|X&yO|b zEgVfFtJ8;$3zHmBX)0Awi-%gqC$PjzVz!DcJ6!FSrFJ4wq zj59hXNW~>crN)EN!Hi!mhdWAjrjg=;N>#KZb^->UN-Wd`J~|{`nt(kY@N;6h&*{p5 zEe*r24o6sq^3)RR?D35Y6$%HWvd>*L za4c)A-yCcoz?DfR`Vf;`KyzS=W2deHfX*hr@k`&ESwB$h6l1Yh10qGSH=J?jqSdp2 zK;f0iUVK+W=@=;Bad>VkZUEfs;8w|MD@Qc|*@n5M(f8~nO+mYcr%yK_ zdv-sPF#JMqL--UT?EjfhAr92!od=i#Q_?Y}5IqsDzpAi*3J~#L1Vmjprjn3ExPDa8 zKrYziU7;Khf^2EqZxHEbqq>I&m;dgtngi!Y>o~Kbp?_#da5x z{KAhZ^ss{_Z-14NF|6)=Z3ie{J?}tL&RnR==K*88CI&e@O+J#3s5dZ|s(2OaWQ;yo zaNyp*b7$iLPEPtswpJeNvAY_M#6uC;V@b2&EQY=3`X|{Mgs8S6jO3%8X5*S7(MU5!9fyql-P4V(3Jq20N&}gS)xVQiw zjA<`6UQMpj&^f`$o4d`%1DGlhu0e3n&>vXp=)y88{eF$QK{;|*`uJEFe&g`rM#0F` zc5^8`G=+q^Q}-aAg&@gC&{aHR({BqD$n`yan!Qz_cJsqU@+O#|tyk-dQC)d4=!h2D zh%QR??2yH%jwFX6FH};_VBjhA^kTJ+g8ERnHrwr&cnaMrP|!{#@|2RlE+7F5Z0g(Q z!RMc^ZAyECj=Lq_Ag;FOY*oLoUt>Ib0J)W(Z^X+aBe-a%Ft2y;4U@oQ0c0|t$}Y{`rX zPks!E?m7te2LT5B^eE`O490JtvkQrW&P(R(Ky>m_$_;)3X20^*TMg{KB0?FUebR8X8wt* z9}l9{h>vhJOk5;3d7l0SY(Dk&&=~p3riVz+;tT3Tm>N)P4X~eG2+BYK7>Ct zHoy%lNHi3Q#%IVvgz@|B9EDG3u*m$U_rLf3@8SRH(|rxQnG_(oBH0Qws9^utjYTa< z?rIpjHOa}#l9mDjVkIigmPNLXx+1weZEOib>b^eflXVaxx!gzO-?_}rBe+Gu=+v-t zQBsp1sehDetl4U`h?Y}MriQvnZt{Zsr`(?Stw$B) zdy@JH!A67#iQR{uKQce$;i7FBk7s;Y9g;sXFH;PoQfTs={9kA(|56r$V#d=EXHvtu zh{Pt()4za?zgC1>jCH9RYDEf7o)f;qatr(mNJ<4AiZQ97R!D5}JpBu5MPDt-^>wEo zFCfA@bMAq`Fe)LdMTbbVm!}Z4C+`YLKo-NTAMH3~pdCk$pcR4{=1(>j=h4ha3>k8? zJhodbdUr-a*3xKNWNDWh`_@@}M;wOG~GML7q8&xR;mZ5yTMnQ_zr)^c|~?7`cJ zu*ILUhu@ErD8ni}6<*GCOD+12W7hxL^Di0wG*tYp_1N=vX0MRiSGIS_ko>PMaq8^*2y zJ{MbkrWG(i>M3~xxr8{Y%ue(q3(SO zd2TQiTQs5xZoTRFuQX?9D2mV!@4<;M&NQrffiFu!0zEk5VT0+v4e+9dQjrQ5bAjg; z)dyM(_5z=oRAiyS^>F4;4p<$%a|pjR)`=nE%%PY)Nd@T{|m<?& z#%!z;FNUyw`X4U45=wFk8K_SxRui07Lhch*4THB(v#!xjI{!v*M*sBpPmVhC_^w85qk1ww-lrak2v(j?WFNkJXY~dJbD8A+2y%-9UcZGaes-; z86nA=-QYrnlIY22*MX)OeUK)+U4b+qd-L+V@fki~O+3YkxqeO5jW3iJ)}XB$#Py*^ zV4oLgpZXXal4-yVDwQrqO-gi|^6jhc%frh=l*E!?lNF(ZYSNgWd5?t5$B{w5`UCyKHOa z24350+_=}aR&F~sZiQ}w)Yj47;5P3WTtde?uJIX8^oxz*1pFg-A(@XYmDcGgrm)0f z(B!ALk(9jcsz|~8UGRfQQqZ6DcemVDkNTzetn?WnuJdN+dLs6*uPKfh7ojgILT|L(hQ{c0inSL z%CA3pk^tQhYFvME5X*R>2UDCsfdlP61XGMxy@GdJLxL$BBC$r{e)w(3pVe!ePFIkR zs&SfHoLtr45NsO9f(=%!zB6>lMT3yJw^eiDMp#4<$lJ&8BeRc?ouLC#7>5rt`DC}* zYKWV8pr;tofQooS@m|IZbiAQC033j*Be?qp!?P7!hr}^5nn4Ekp6IOhG>pT5{k{WL zs96Fw`4nzK9uYm!H8grGS)(2l;XqZo!qbqe9wbi!T~jZg-eE$5A{GwdAKEeX>wb>v#fD5L zCB5lFuKPJ;i>6D3=aLiXv$8`1veTy{onXkU><}*q>hhCUnQ(|Fo=askQEc*B z8++T4Y%?@gG}PjLMh&r8!u87@W_EywjBsnuNLK7;ZV*gvgITK-<2@}L^Zr6(N0YNZ%CpVE=|~l@cF*eMmw-h*u_Q*;g)bN zsT@ANZ$y5Z8jaQ_9*q{pyPE=8`Fj*H^fBF6&9%k4E9ze%K36VT)T1dnd21VK-pcnY z-Oa-VA;om_q*r5zn}>@O+)|mj4O#K*rSFq;Iu&OxU94^URXp&(O$G@55m7*DaVWR# z@WV!Y(PuMQ#ev5MmHeWOeHcR9ff2qeK}$usPzOdGWCUiZ$CvU3!Zt6$nN1%V7d1oT zOF5P>20vKx%Qmjeiqw*}D^%T-POA;8b^zSO!FZ-Az*oPz_mbBTwg&7B zVc!K;#?yV5G%)#r*_g19jQ`7`zsH_c?CX$iX7W!og4#YJY4<9el z4{p&V=8vo)oL1v?qoDo%A6PTitcaSa27+IZ5OfZ|DY6I!y z0+M;TZ_xg2z?f->!rFveyNA7A3>jr04_m)+0Sovk ze;}m@(=Ox{AOlQj=SNFEP9GF(h*pvfb}AU%myDp@^e$@vp;jWNv|P2%;lhwi{cLzr zLb|L0A#`zJB<~(!wraU@XXwCNzaDA`6}-V?5Y2^O5bouQ&{}wp_IzptB7|HIHBcmV zH%$88E_4-Gd}m+oSuQqutA4a0Vwd=CIAnG;02ot_ki1Q77mcGYj}IFP*>4y^bF>RF3aRJH z1TgELRSly6Ciy^c$01a5Fh)|{A!pPGR{8lOX%MIbS_gWvX7B@}AL5WRFhs38L6Y}w ze3h9q+DeKKb^meU)Rc2bT&p%c33c0HNBVM=JO-(H+WO!tsv_J%xRnnGaK>UxGV<8y?Ekqma+ zj6g_!F+-vtphW6*;4wY33aT~%%1cd8&%R~Q#R{O6Wj-n_B>R>jSkwcTY>86x)XHPS zFsjxH%1b*1UnIjt=eicjOcd6Gb&)I*xZwz|7Re`fEQ@3&3fn5bWF&8kFmVbT78K8IZSI#uud<}D zp~I5mhuiIv;8oTXHgH%|l&|+)W}ej>eOIsdpRqM8AM4QjFI_Dcg z_ALT`i~dizs{_e#mSQkqM8YJDm!7=-XNd?gPJ{?UAzyDXLCCW5dW%UE)GX^Q zea$(Y;4@(OVwro24_R~CZjVP};}{TX&#uNDPw=hBUF^c%pm{OSFfCEcLojw~jXP z;FU2mea&yHF>ILhC|6&Fgsk~(f<;rLl5>Z|dT^nwIP%iZbaiSW!G$*2f|@Sec3`Y0 zBD4uXf*4LK`v6>DQdyE%&kRXKXaf;UttiR6Dt=euXD7QhL>oL6G7*F6e?&&N>T6)-rgVrZeA0FjP3+b&M602mBF6xqthx^*d@kHaO zA5Pe$h=B|aanI1HHc&YVhcQGJgLexuXfB6i?tcy0ci8|1?Vb-Yf#(_}sRrdp1XA!M zB9dwdQqTbUyW=)2q1<%b9g5sVA|J{OvKB+oYz(1?zzE--||Alak}eo}1m+&v+_q=ly8o%~3o77Nv6n;G`XRMQ-yAh@%o zmTHn>ljrUW@lZ|r`H`)1vB?$?yr&OHY_bhGKe7Rc*2^KlHBbTCfb4#815%NQsZ94a zEY3Rd zn*~7BS{|VcTM?epnZscsB+C=EN4Njjkg`78G61q}@pcYgjJcnYk^Vhs@HF>~9&jh) zQT*g_4`<657ZPw+3QM&^3T9+@S$&r1X--Os6t<&Mux&*4tC=BbPD+7FJuIlnn`t_@ zh&`vR-_I-sfqKP{F$Ijsdl&VltHl!TZVq7LhFBv$1c%(uEQKxB#f zr0ig<{FAm>Ed`1yD*+Ig2dUnNa62P^(DO~euC)}dP}TtqxyWUOL!cgGw620GrXN@4 z(72ODZ$6wEOTNod&;gvhqb?BO@s7?26x5gErD_se5aYp7yWBmFkfnGjG|_GhE_oTl z&QTLe1FMHrmlBF9q#gl%YZnqyT?$FiPoa2{41HBzN*L1Cy#+e+kX3mpFu`0$%caiH z^L>^QiTve<5Dt>gwemm>wo&=iRU!F4OEC~ic_}2NCSm=!b^$?VWA|DiB&N|2g^XbX z_W&|)oy+78r-=1=;|@GP3Rz*`iPqr-)>g6Q7FCKt7n`wK(JwO z%L+s)T-PJ}reL3N&CvYlPq?&3$>XP7;+1BS{p7 zH6$whJsD9L-*i8UfiKj?2|nKF4;SE=f{4)#j9JAK3lSzy`SkRj7UD-S0HwmE5R>1a zt6O~9NXa!m6YPGi!hah?57g9ClpCn1CXS$_6h>f)$lMKCo-J!bQj{AwLc2mB3}}{@ zhLpWxFxDLmOm3XYcRN87{VgH`0X0bnQ@u?>-Xbz&3f8I6oO}51^#x9@m*a5UA40~E zF>}*~Vw5DcfJe2ZAm%hVFbeDh?ZiNK6e)`4AD}d^SLss(BP~r~RI6gT`GVq4=Bc5KEL(xi+W%zbrN@7>j7Q7t*1>YNLJHk<-y0W&+6SPGy*# z{bNNt%fxQ1L#39fOOItSY8xAoqPpajX>`cKZ8hU^e@HBg0U;XHg@L!Rv>OkQIY@Yf zB?0I_x>s19kieJ@k@cOZe}S1V`tDUjh|kR<8dZREky9;@zHz7sG{oy`qO-7tv~~@^ zPF5wrQco`PE+4dzE=Cg7FPA>%!0h0^v_crXf#qH-Rro3Tno^NATb2% zJRwQ{JeZmq7SQAasnAuhC3#~78Np#1G6FMVyR_o^LgnBB%xE===5XD9IfaA{Q=U6L zXqQ%uCe*UPC2t%l4sh|FIDjI7Ce{Oo$aJjUQn_3cGoX@Jjs&)Pr)Hi05%(dtWItZw zBEV>Yy8DL#mArBS*l_QOu%YIe)3CTv(S))W#y23H?UeV6Ag5t5mN1|kSn}?5NSh(w zz=21G?<0f8|M#E%&wpN{GibseoeyDU&kqsm?hF>VD(5u}W z>b-2+BSRsVbv=-xZCsei`}iyyzSh{d+E9G7N1gOkHy#+&%nXYRNp<59FSHP0l9pK` zm?jUPte++XRK6nT0DW=`rn$}LvHEF3BZ=9L;iYtK7rgklSdKkwKqn?LA-Gm z837A*8?p;CdG}Ai1`_rln_n#;NBbad2sWUXerL~PXK2P_*wMzL?%WtJL&A|gD8iaG znB>as3=;_J+4DT21mWR)ZahyNl0DCZAjwLIg%NN+sZvpP!~28%lv%Bpi*BIh{xJ9$j?^{qBJ9va@!z-x2RL{d7TntW`*nN1As21yY4ZN5u&(>Uo!GdB(3&gH zX*-52>>uK4jtEx3cQ7u&b_`6>H;O=$pB!Np4H2yX4%NK*IJeCPlF&}&h(`sds~J4S zVeJ@e?=}obshk@Vb8N_*`ly~Hr1y;VRa=6u@L8+IFiq9)kGg8?j8YpKJ4O{^t3hJY z2s7cyr3@d#g3c%la70s?K*_6+>=dDO=6bv_TU=R~t5J&0j3M#HMe+q>0!W@$9s-;a zoqkmdLvX9XYf|tM*@iq(52Zgb)aF1%(7FOhF+JhxG8W^|VwfCq7hNw^-Bzfr;LZXioAOri{BwoVv zP2b@2ZOdtII^vvb?Q?mkJ2h$oYa4D($#=xlB?24Z*4~{OP@>W; zSjiiAB>|CHOD+ho37n23L#|x~%kZ(bBgp`CD54OP_wwpw!->ycFn+{Z zV{KoO0U(ti1RlNUbSD`ykRTAaYWL&uI&{y5Ja73 z5XJy_Tz+fui9Q>^o2U5bk7Z9A*SP5@fb?uf^egz1x6GZA?woTsRYFo8*(G94KTUpe zDkd127{v&Bz!4TL|?%kc~XtYLA4cdTH>S%9YtTZkrqR=eR2Arn(r zfgd#a}NsE39x2oE=ioFTnJBNCpJJJ%i$PK zJD9c9%~B#rmNx|&u*?UY*;Q3_DTZ=&jE0GQ7~$}sGdmVlYYr@V3u{=6?CP*gZ~!&* zoIJAQ*+u8n0CTq(NJvheBDlOJ8D8=(R|fu)EyG>zE$rU z@Ho1)7ZL`hQpydQ{8afpAutf`kqA;*2=*L1N8TIiZm+zHQXiDUJu`MBp;aEr;SJ4i zuI*CM-gFn0&OCf`ZO0JIb&#ANEQGDTOTRR>I!JC2t!D@;>Red2QV={L5=|~5?y?KX z5LN^us@K3tUb!bcCUN6P0)t71tPn_C?s{&mD+Gp;yiAmF4TgO%AF^n-FRW*kFHbj! z@Q_8jcu~JfzMlU$WM-1>r*EOSEz~+Q*}#%FPsQR9cOJBh6E5hy|I=OzSjoB->i!}& z$%gws?SP`%oruMY;ruzF9RroZr@F-iB7I*>m+*5!JC4xB1WI0g07ugT8eUSx#Z_P@ zmCFxVMT~Z>os^*@FU!S^G$tg>ZdU2rFJn^1suq=#zw#e+v#J0>)Ut+=T=@!<8QX99 z7s%15LXhTgk`JY;bxv1|HK^ouMO^zGRCUNKDTRu*W2RB-oUVf;FGP)s$}1L)7XLJP8*bhbfksLIS+X#<>>~%uPgH2%{7IS)Fve#$X48rBdRS1HTQRQa zw1vRQhllg-5EPt0fdET*jR&&j#`qkErCoqe9>;;U4xG$t!KFC#WVHyozfM+bF$H zudnEW2Crfa(K;yzKbT|(I>lm;s+N>aCmVF2Q;Z_WYA|N*JGO=^7KMZ%tpE)d8`*H7 za}Qd>WzuZpir{WXEEu?0g0Er#q0yr_#^->FdqhxzuVPTCl@k@tGS%O#eSw8d6a%4l zkD_zPSqe{X4hG<>;2Vdau!&+Qp_7S~y!w?yZxA~4I7E=}sXv znHT}tP}K`LVJ^m#O4tCCx4zPUtz9(Kz57c@Qns8=C#{Y@fnSJszep}}h8GSWKqfWF z!LXq+n}|nL9uOTILiKK5BoFHxl0V>G1UOxRbvRT#%$efV3s&zT-Mk1;RJs!}dGCmm zflSJZ3@D}VqKhz4sk8ZT01w+k)JlBKbm{8sdkFFr*F|NX}^(Qu)$RJ{4!8l#tK315|6}JMfZsq;p&lX;1<{AOZ%j zdsvDp1}lGw0~oY<~2SJhZ$;8UN)(&C<;p*-pzJKSA&iu+%$p1Xb zXMX;z*TiKxtfi;PYgyW-ruaRM8b8TIf0F%uL;hW#4*weLt2mspC}TihrbqSV4>u2+S%%C$^Vu*9plwMy*+Kj27B(d_CU;pRD_rC|tu~oW=%w%)(E~`8LJ=9w0rr1RLK``yk zR@B;T^#=O~QPkaTxAwPo_T#-)w7nS_f8Eo%uwzdxXTkWmg?sj*#)oMl2?)LufV5jw+ zwXBcUTFSQCd%NBJ&F%J9FW!xM2mPpZ(CxOjw>EbNTU*=wWxQwCvR+#2DSNPU(BI!} zwc9(}t%E_k*YEA`Y(d+`n>)Sj-u8FYXInm6Ybm?4x4E_3-)nF0b$5HMo$bALH`?kQ z^rGI*POI1duFTj=YdvNA-Tvn8KD6wh-`d}6?{4n*_xIx7!G6^59_;OZM=iVKqqUZ@ z?Ssv&L3?X^zrWk-Hvw${hj^IUT=3Zj(5R=yW9H*?VYXO&h8e!@A>RT z+qwH`-}`SIYWmt)*;lb2HxD-RbS_4q99Ld;PtBza94vx>0MZ z4@;@>p7_u-!~ z=L~kD?e5lhHT8IDt*7kH&h{YMkN2bA)_xloiJLq9{jC@@jeENX-_;gx;G;##mhcOm z;MtgwU^d(@gt1NK{X&FEG)wq}RFTv-qdV`y{X%QeO|gk~3BQm*8+;M{ZubBj2Hk`9 z_GW))rw@}~Yctw{eQax|-|O@K6YdwPq*)nyq-&MpG-`&~m z@9%Wm{oWvM!LAw>Is;hh?Cf)&?z1!FJs+*Lls$-GSc<#gD{1ZRw|dd`E_lCoV7b_i z+uPf_TNM}Q>zc8b)>_JflW(UL?M2<*<~|I_Td?2Uj9?$Oy*+5Rw)@|e8GC81rEGT} zCZX+ayS1~s)7}D~(00^5{=(}f*o7rgSYt#0qYret?N?#FN(GZ?gYw>Q6|mi5vi zW#58_!_={6XFP;>l-x5EC6cV9uL{Xy%1q=&CNg;|J3wvRPLbe@^38Y>b>Y#tv(EXW zP9GlqGZ)9#y~kGF)o|2r4hG{{d?q=N%#HI$@VthUnf&}jAvM0Z_hmy|oq+c*#2>H5 zYE=$|UYCM^3*?jP!ykCq^|6-@q&J2<#xl*cq$4E)lT;!#zzYzR0a1(bV`eE(YB^hc ze)a0?i8!5ZPUmM=#dZ6uAi6t>uTn7~|7r5vO(6r=KR1dl216z-B=k%kJIhn&H1ke& z)j=GPON8R=tuKr*8qw5i%d6My$p)2Fs=a)B+Fy<0MylZ}lM86IloM0+wif`Bd%~%G zG+JEcVq`;!-)+!0PpOpv66~N3NL>s;!te5sZ%=2~7o$;TheIQc-3_m@c}paznJuE! z$R@LjY<(v1OEFs*lVK(UxAvlI7*4XjtM&Y{)S&c$M@-c+E zY&>YBkr-F;4b1eX#^LFG)agfyID(hZm^#1n0?IXa9-8sdxFtP=AGeW09S3`!cGT+=Q_P*j|TCy0-A=7|9gmzB_aI!F6Quhm*Oe|{eUY? z4p!a&K2-NrKPpuL|98a-aN?|03m|R7R~3IOtP0G5(ZPFkooIE2Ps@sBgtPts=MeRM zvi&Nf1bOjLXJ>8kb~!Z{@lw0~XIS^YT}wMIGC(OTXw~JKUl;Y*dAU~m=U}~x#h28P z9%T2n-C=osA!ZowPQdi)ZpNo;t80}WsI4Z$+PIs3WuZ&bRACOl^I+X{VI@_8PDl9q zgtG5v4mUqBwF_PWt~% zfR#HWdUcTHV1O!E_ zqk;Q|&RwpDh`VlBqIr?_95f5TWGkR#7Ebt&|J@-bmzl9nCp1eb1w!$%+(>$ ztBWiL=88S4R<>}b%Dp2td@sflI^^MdLz0&-_weX; z;vvjDHaen@3AuIo*qWYIN3gP}vZ+bQX@6U8%xeRES(f=0EAf@DcHB|Q=HI^IXSF@^I z*hd!Mu7+c$wS{zQLy}(&M79$CLtz_<98peZx6wLDNb3|!_A8{7&yqpgX17AeBlG4P z`MM14LL84pV#8DuoU9GE<8L^56que;m}`)~2Dg_fu%s@sSk_EXv*bQ4(K-sW?$)u3 z4b#ZoI>p_pID>~_ctPE&Sh8Qcth~qXUD$9%SBMSmLb_FvSg&en;o<>&EA3V^m;@b9 z{9{0$q7w#p(jYpXNU8WvC6YG|)v-lGJ{<{p*ziCnGsjevSox$5|MG_u{}iI(T89%U zMX@kSDHfkeBp<=q6`X;p0}Ppb`sl$CoY%?IZK#FJ&FccHn|N zAzPr?H07rZMsu&$Qjm-E>y7_3pT_+st6Cl$#D zQq${kv|P>OT-#-?7qjh%mUb-QTxb6eYb$M)UQTDNC|k`X?{k$;vXd8V=U+M7SwCc~R28dG#*Rz3QZ!9T7O&uSqrTrw1#j&7MUY z|A~Up82+H!)RwRMg}byXbxQG1UwrTT-^2e)KE~l+x)mGgsYc`Q-pvM)LH!#R{mHSP zKOP84)1panX~fSil8=tn170x6i@b0rW8goA_i98y3)20#fUe~@BP7u&@y#D+P<<`H zFR7k4lcyNT$He&I22R2b(zXsxXA91r64Jr*!dx{@U-F*umgpHLBJtvMuDy<(Ia|{@ z=r~Ryj4rVV=;#iKE*;!Q8p%7?McPFOXvE_VX6Ppt%gH(2;THj?8~;~`j+IU~(%R1- zQvzkrp+@q{>jGRG1)xwvKM6^bhua2s_?VyE5*yRk5Hh&Cg*uzvJkB8+=nYOjQaT>e z`LgVckoc+fFz&T*?64WLv~nMKB)_@6!nf*A#Y6Lr)AVUjso4#2W&=AP zJSjo-KCu`$KgKY$3VB0~3vwxwI|fNUI~6(Q8Yh$U2*Ts=;9t_e{qXpH<60bv5gv{b zQG;JtG%!v!3>89Bsv449I^>T=l1~qNy?7KuTzK5qBc_42ROZgZS-7P!7u^lTI z>IHSTV#!Vovto`DrGiHgY^|4`Md>&TK5b+Yy><64GCIdvdo>0_Io{^G1O2JC*Y_<3I zH(Pu0cCWp^Il!je9zfc^-F-+kvbV##(6dp}ODR}MNI?*{A$jm#Jb*jvkT7|_-QOKV zyRF`S3o_vG%j?fZNiU^fCHM9qKk&{TWYB8wM3`cAdk521Zg0bHV6^A2gFPE1y_CY0 z96<6u$X$5Qjs^$a-S%ehV7uSnMjPI3b@zBSjc25!k5aIb-NEJ#h5>ZC%u%y zmFz;w*iD!dxAx<${rzqWQmMA~wjp^gq!-=l@swQ8#$2JAiz$(kKesLhPUk(xLdE~O zM({Mx!HC$2pBStMHhWt=$d2FYcKetxKiYwn%67lqZFl##AR8#JdjBnsYTV242~!X9 z2z7V2w>JBbyS3GiAQ|xvWKe>utr55Ni)|>$IZX2*wGXc=#Ep z=j9Wo-a!ktU)ymEYQgqk3vx|$VOOvZ?^Em^M6fq|)~)B|6Q*7l%n-7b^>-k_ZWQ$) zizh5bqE;K8Fo0(&;%DCXynF)Hi+cSwq`8AdGi0NS53t=@eVD~su(NK*JW=#BFiv=; zrkGEldfhEZQU;HvfN}1%AyqQ`yA8SA@x2Flh=C_jd=~2Y_=KqkyVHZcgYEVv8=Y;MRXxaE4&>6i4Y-W zYx|k6IU#p=F&|Rz#nc1N4D7(`xuZLDDmPUoCVB4xJ^0!X&%r*R=V0N0ag{v3SoS~f zPkT@Q@#$yDb0V!BL-xPWCR5>|NB?Q^)-}wFhoKsS`E=Y^h-ex-$b4B(n8yHGUe)xX z;<)^2*}QrR^=pXnHr~1{izm# zMT$U$an!qeiWT`|S>zF9x|=@Yfe70rYf_a}fN$!6@;PI1BKukoVhu(^3?yoP6G5Z0 zR%?5)%;KaUoXn_G@uv9+>h}VsI1oYkdirlD?8#0@#Yig+hW>=&-=(;A@#NWXFzkuM zQM@Am;6-ytQQ+@Vxc$*6g6Byy5Fl`6u$qWGK+%X*=%ybtEvR7L)^yaQ0?2RGyPI+U zs`iap-OWKaGET+*>}3%kS<(F1PXQ?ZrkvpMpvN=v->Zo+3RZ+0MT7+b;Ja0h?_vhe ztIx%2x2(DS$B)7C75iTmvDfK<62G#7P=9G2-Tw0M{?UV*M~u2Z;blpwitvjW3{d*i zTljd`E=$spvcpbOZ#D`L(Cu-P^bC-g$WU=FthOp}XtZWLEE)Tt(`oqwH5W zjCpG5_Mj7ZgXR5Ga@2?EG?to_!_ zYxi%S-a9!ty1@ulwRTOeBK4B?D{QP^7B`mo`oV)!#_CqZ_9CH*(hKx+89slq)KXx{cT=jWy%$jqPTe_n6skTRQe~h(gUlVC%9!$T9C#SP$ z!mM@8HIYrOqWoe8RE8F0Lg`GV!v(L;>akFo0QUJAYHXS30h4m>@Z zUJcaUZfkleisUO5bT38G=ct6;o0ThtNolxmXiaaHU9uvsd$a5xmZA)vx4zBZt5en_ z7gN?gM9SWQ8ozgS)9RLPNH4Z@`9UZGS~Cah{tE zm%a1OU><)99(dzTxqn$hjoUz!9=~%{y{!!D181^}4V-<7mAmOP7_bn?TJ_g>ZtI*6E1QZbUeW)h-AK%@Q3LND zU@%z1WR#y@s;`VR$%?mQ51@UBl)W=IrdGoLFhjXhxw1*DBI}sB=__RFonHo{XmVzB zzUuRflB#$*<`;qnns#5bHeu;$j##Cx>5F!VR)l|Uw_Zj9SbO^(jL*IE*fDNY?|Y_r z#op2P%&*Zre&HKE&Y~fAfBmVl5u-@O^aFc63s7L^UCf<zDxPD`e_*5R9geTwSudgMbTHtQ`&l{%xu8WE?HNftTQ> z@U~s_*x12T_uCoL6??~cVtia`JTc02hC_ZrP<=eHASg8)!E8>pjmHuV9N?&zGk$UDGQy=OZ_!=sm zOZQYd|2Tv`B@nzE`Xs#+efk*bdl$DNmF1%tgO3)S`I28atiHH4#VZ9Ii(B(+)WEx* zVTIsA1B58BMyO%@!FSZCjwFK8!!`co3!p0Av+60V%=&XkJ;xNNekh#ERkR(4!s%y7 z*1M{iox?SN&c#%|HKF&~>Z=+iTak9GYS^bp-0P?kCFZP(t2?TsP({_@s8Ybd(d#Xd zp257+xVpDQldRY}yd~O)Sgn4_bK$nlIbmy{oJsaj&OSuS_Q*4BqcU6YrOKKSHe8~j z_`ZFsgOEVYyYyCR`}s(4r}EO9#43`Gr8j+5s@>&Uuofp4$6IAY5;LLqN)!dnq)=XG1qAyB4vB5u-?3IS%&w>HDiTM znTqC599AM=fuMJB1{o5&u#dIGc2r-SG1-c+V{yhl#hUd_$rna^Vf85)Br1}QDH$Pw z+WS^7I=sckvrPVRy*U`=C>pP7jVr`EEp9k%vbRXsnsrT!Gi54LKjuI{$$qK;#bs72 znJStwTJu!F5UB{g%wYU{zM8|$8NRBo%14Uid=w1u`MKR*rp?(XdLo~aW3_W*O~cUz zDlS(v2w-AgOpf4~TfJxpd11gOWZdezvmPIdSj9?TOj^Ej_p#B`==5v$F_fdY=zUCx zhibBq>SKsX9W9ziQ|O@hx)N)%HT#$;Q;~Wx0|7ereQH+p;z6{y6Z6C8HTS7Gp^DHI zAVe@eM#phHI~8|CSq)WVlnEt9*>BKZ>|>BphaS0LeAevqhDgQcg%kp~*rzU4@P>MM zMt6g(IdyS~iplc?07UEulvHeW?d1N0d-E7#4u_N5XxyxR*7T^lr7MDO-mm}z*@ktL zRN~+vvj>db_4URiO`M|hLm?XQ?WfOL0ep4m6prV5=Zwjkr_WZwiqk8|NrUsT6K_)7 z?P5f<=@P8QjteGs{I}Tq>@FXrqWJuDWu>>~%H1wm@q5(-1cHSldYV;-wQIEzJ(a0Q zy_o(2>#J}?#}`p<#Y=OIQf>UqgepQ;vfm&hyC+1|GriGrJ2yzIxofw{RlI)8!GK!f za0*|?&|6r`RU1x~L`CO$0stcRV>P7Ph5ptO2RI_o5bj4neL9w!zRDiyHgR9D%_r;@+9gKxzyzf-9cwMX_tZ#5_ z;K0=G%{M-V7$HVcf)s^Y18^Yb5}Jru5rN%Jv;sjq5@$uvkv!HTRNlWF}9`4(5} zsvFNO({sgY&7>AoYxWV+EVfhm?I?mE9oGDJs@bU~RuQ$?srD5zEu5Us<;OH4=NCTJ zCTE*?#axdIA!D$S0S)YDBaTA(N?-GAq)5KfK|dQQ`W%}fNC_c~Sx&u52>IoekaR!^ z`)Qj)^~d?9So5^45J0J+pSBf#kBw2dSyD!8pA%dVFzB|YnGiU z?ak}%z&7!Ux}^i#zV_O_Sx8hvjka%<@3wvG=OvX`q&|{-J5=kyl9eIfr-bo2DpA;h zb0GPqsMdk)07?x@2eyBYdi=3y6YvQ9FBkCkc@v%q27mu>Je$IzVGs@BF2uK;yi#$c zS-Aw7(r{Nh4OE@IL}66-C|uq1)!7-uJq)5=Y*Bf52`c9hmD&eo)y@e()eDDes=j=8 zt2R_Kxk?SoP|ZF=vW1K7^y~b*Sk1}H1uMFi#Ww#A`4&zs{PWJ}qP@xA?X0#ow24>T zEmMo_>+&_8@AEa)xDZ^T#w7u$@j@45s^sI*V&2)}ng6S~AWhMVv&98zeu=dlz`AvL ztXti(tbqiuE_CB?HMci6`S!P(8z(PZF}JvJ^4}u&!UF~l~lGC2<7ltsfko z-Z^>DxpsJZ(h*s3Teolig{_tU^?DO~2^dx1@4Iy}*YDoHeR98p2c()F zmMpz%I)ck$DRn;bFan+IJNFFd#_`GRFON<;H*S7$qazZ?vKCo$;a?t41Db= zNs8ok?%n$Gl#yODC5abAF@HDDTyg;Vb_cd5`AZCY=p3Hj@7y}P|HTR8y`}@(EnN|Q z?S_d8Ozo>DtE|7|sjj(tDiE)@zOHdqxIosvG|frFp@r4xnhPbXU`6mHMNnV?HGA+u zPC~v4*9<`#QoxH?$&H_6{jm267c%mGr4A8H`RkNCyyblss~$F zR&oEP>hxLwq?rGt;1gWV_|^$pagnF?-hA4Fi~WWomDdSQ7^TMh&JWy6^Q=8j|NQ06 z+nu}D{&WIwo;>6u(wa+ir*K91RTC5H+BX-;BBx(kc~+i_OzDc~Yv%8e~fr*;Ow-G1*^lZ!s?G&;`0e9e2m#R!V`TcG{qkr^v4)owXy)5PropA~ zc8+DFsJw^F%UA5*$p58OOVB%(Dc>eOXlY+-RBs6nTG|qx?@+S?U)RaYcxXv{(5c*O zoH$CG5ArS3BqpGTZyEUT?qBZRz4zs4@R3bin{B-RJLRN(;AEXKT|SU)kU508#AUb^JNF>WMx#ntJU$#jsX= z`d8$>M%Cx+<}#{YGaOshljZ!4XDwuDwObF{u!_jpPq*rFs1Qmu#7_%9!uI(6`U-K2 ziY`%~+e)1e3)H!d+N|9?IUBpY=Fu$8-8^J(K395LA-PkC%C2-KS~b9r*)Ori?a4N> zEn!+fi~?-wvu3glmuyAx6$24C`n+YlL`QU3#2>2vt9BAu;T-WYRK0!UXxU(2BeGi_Ze)0TrNpaN5$?}KXx zkvM!PuI&5B%UAXKM*c6z*LQ{mrEc98u?x&fE1zLyauvTT*>6gAA;l|yo?k~7(uHeX zNdGm`^c^%yrSb!4<%4ETu%h>p_A8|3JFx!>0*4<$;4s7%Se$T`5A1W|70uUke?YR{ zxk!<SaEVA?z!4bR{u zZ`Q^CRpnKo14S`^&t#sm01bSO%UoG;`il?AFdZs8F5Ngvix1pi6xj8Ax|}Yb%;IMH zR{HJL!g$JcUAuP3R(zk6KyD*Ri)$&|qCQ0E#_+zvXgcGu4C@++7e&$C(8B3w-a=U8 zj^GDd*={ud#+es=-Qb5ZKuWnypK>{Zpr2#cXM^pX&!^)Eubo474tV#G2ehxd>nnw% zG~DuOn5PITIvfo)U^s?>1Yq*PG1l|fbu{=ulw$fbV^+Il#6Tyd*v>HLCZAi*Hn@)@rBww#N`Gi3#l|T2Y z>?R%7w9`dzI2uKO2LbIyf2^}<4VtDKgcCMfC%fhz%?Z_IT=;L3t2Rd)hal|(_;>z>7=ySChkT}D-x zlO;iw?tc@gJ0}ix@J01H$X`YrKZ8mTsHztJux>3#>h)AZ-u|COH3-zI)gY-uHTagS z$~e=EWGeScE?Zk&!?+DdDO)&<+sffE?sI84^po|YFCHqpG>VXvhIW@mQ9)GEw~bQe z&xeEISv0Y}K2>=eWyerz*|$;lBB+ofgwC8K423!uTWn#mZuFTSMyb^-8iOq4DrnYv zHk!58(yUdb&G-TJrM21iTAFR6W{z7PshMP_&Xya{aEtlD5o^44Z+QgZDP7-l@&T=U zd)q>-9-JKCy7}d8-gcGuwxuAIZa=Z;ma+;`@5asRH(|fnd3g8e?lIh_f4FVGyi%ij z1(2j(!6#^wzRgKim3&ufIXtYqIVr|c3cY3J0h%}tJ}uV%@QW{Qp7QYAbq_wB(iPhu zDJxQEhA}AGJ%pifP&#`4voxyVq^Xb_<;%@HBjx9HiqW!9%t-%9%Uys&=9*INFd`(yG z(RK_)`XwC}2>Z4$d10EuwQgaGkQDjX6?u&UsNmaWYJzV&+C-jp@1D8l+{&cy|A-D2;1?s9MdZ{}NAv+wyZlsfuW)mH=+vd5O`C1o3RCehf)&%b62 zj!U*uKz~%w^(hj!r`^`N$6>#JXF4>F&hM;e;1;op?h7f5voiI<cjXp?EZf(1T@s9FO1y6xIu?Q)IGBtzms<$kOrIw|i zk&``?RjYk?!fcFBeGhq^tr^N{6|8t&(V&2tJ!O(6;QI9ksV4eVv}VdAyJW@fB^?aN z*`IRLMMQl*1O2IT2fYp=6`ddAzp?r3;l4T#3Szk(Exs{hG}a9FEfBBxy>{J%En{k5 z%!h-)aB^$N7o*ipEfY+pmi-26(Z1Ey)Kn{v+wmyBz1xKzG{L3QF~NCUKBiS zXkFK@85K|npy_DihDauiP{ zmq(FgGm7*}q-cM{Ppidyr^jq~So0A-E>Y3>0SX5a-UZpc;j(vr3a427G2QC3WF}Zq zx|00{nRypv5M5_oD^_2SX_6JUm$Y9YIq&$6x%zHRYaic9tfKV-{fwOKS(&xgzyIJm zj)Tmm*38PBm#P>&Pavf#DPBadvEnP&JC!HF`$}wDNdyC&yert#(GUl%uZ9zN(C%nF zVYO9#1#5~|9A7hkU#f3H0>FMe$+cG&HoCE+W_DjWPv3u}Z z+zRgbEQeFxHP*aTTqIvnd|gmvz-5~C!EhYgcA?dqRg+B3s{N{z&EfZ_OL(=@csaWs za!RsJj=-Siyz7pK5x2PN>kg2p$ov3>mm)FcZ?D%tVmeAmfN&sTpE2bdM}xt57N2#* z4{Y>WbH>a|Rb*afNWjXzPm|@*lbffs=KjbKsrbB@VE`Gv&>2pf@c(E_(HJJl+wjO` zB$oNcmDoFBb9jMRMe1!kW+{SV&0Rl1CDu-mFoEFD*^v>bnzsaIUpIp5E-z4#%9+-4 zu&Rk4Gq~S+;Y1lF@x2GrdG9=0^@r2O@wB%Z!~8Di0?_p3;bgIl@ama4IkZZEWJML$ zPj5G2z{MY|^@%`@s*>}=kFGOdA3y$ET<@eJ6#!KBU zL@9#LT@9z7e~$lg_P!jCNAn@v17@uf&O-|E^3Xcj4@c88ZVSKhYY#;f#;Xs|tPh1* z-$F@H#Xpj9sZ5pMd4*Ci>vBALn!K*rf|3S;Us2zvXTcf3PFVnYQ~X>2y`KYWl5_xk zF^yDVSXaGRX*pF*Z)q^;->|M;OfPbUBBU`VQW1tge?x>fQiL>}0fXB2D?{Q^0ZJ?V zAt4J2fWMXfI!jo<;6D$5&qOE!`a5`5B%ttG_6Lhywgcdqh5kfu(X@gxTYWQw%^F-k z{W=IhP9-S4^{19?IK1Ywox<8RpNS}}`Rp^ayeso~5YOWYJo&(YH@%u?1r^+t`crM)D7onMjrTTm;>WnR(D zPw#0Z>Mjcml%wg}0HRiFO-(A8-lxkI5{O2Nt5Lr{Tn;bd&f>{rc^<>bdx!qW+RpEH zpkjqGrLxHz5bq&i8>a+|rn;rcfOIg!iRyZtN5kcLr?>2N)VyZr=yyT{%U66qf(%xT zn?$F9bQ(twjvB{!$N>u;;NC8lz3NAP1^gLB)&o&md}7n$%i}{+mEUM6xG3si3ZYK4 zI!o94_WJjG9?J_>l;4%BvST37IMfJWjel&DwuqMw3;x32%d=jQs?FpnQm>`k`$E}C6$|3?;`Xkgaf0RunCww@z4TxrFIH8gDF@fDk`r@D(XN3 zAd%5;Ge$TdLL_((X7&iPt6}%-M6;otncuk>AXzc|7zaT~p^;K(9NxRxAX!NHE&5?` zwI5#$;Q{Sv!8eKi1+-0sBJt6&5Zb`eO^nPZDn~^F&c`-H4*0k8#V-sBzYl0Q(gI{q zMG%LF8wE5pLzeNNkfev0t!>CTNs7{2!g@|bZ18m6_;L}QNxw|m)8Y7&FFz%L#NlkNz)iYayk(W#y(^SaY|G?KT}}_dJPQ-9h&EJbyq^)t4_;a)T;RKcc7`FHkc&}V{`er> zN^gjF06%ZsnNBu_5Z(Zz*hNfS4;KrF>J;O~aMBQk#4L>6^E0g$gx6j=?K@Hb0tcJE zo%)@SHZK&bRQXVP^Y4ojgT|o(*OmvGb3mRhD4vk(W9S%DLYxByG8M!38N+J`tI_+J zS&j0zAgxB$g-?QO&yc1l{X|mwN*r$(m41y>KpPv8x{Nq3UAOCv$>>rb+qSmpPkS(hETirymYLjya-T?fGRyH(a;Qo+%}%EWS?7jl zoep%H#{c{M?|uC-{8wUimFVJCDG;5<(1qsU1}k(xhr+2+F1S=E!M!5tt=WNN!82T~ z>AG1bQC&Ax$fg*{Bb*l{4mboDg!NQJhkybW@hFBQzne;KM&Om|MT=zz)W=xKfM#;y z7(xkEdW@S`3~p)nI}5yAjyv@X(>kJ-(v68EM0Cja&YKaQ-ew?HKaLLa?JAlqhkq4| z7+XzF(~3kNy#Q!VFk&skIQDfRF9u2^J*eiU@XIDH3m_O`*kgd!=uwwa8|uu(svO54 z3i2Qms*?S=DZ4)|Bs1Nu`E{yONwJ8MyoKtb)Eul9BDygnW_5tOi23V=2q`3@CC|%q zw7!in$UP%t%@gV(Q@+8Ph(lC9*32`r8~lX0GfLJ}9Q9C2@rattKW?if`m_ntz(ptD ziq@3AE|w))QL7Cdl8DL#T!ln&^BK)8RL|-d1?&yiWS~S=&ckKM&g0RFHU8l8xe838 zDgzVpROQ%f^jvF723MPhbe0s2X#L93W$43Z{|Vf(HwItpo8xuTOHqlYT7sFwv6@xl zJ{6$O#F}~*($wqJW)7Wb|Gs4H5^b{boV6}PR46kDnC)w2Kx%l6#5OHnzL5|r(exUL zD$wjsz#(Id2SId$YS=_2x-#{qdqhZ^L`)12TEL8Ycxe_vd{bB=EHi1AC7i3_ub&NL zHtNd!%_S(S=_N9BdW*zB+39A`v?uE5#hCvXKPhCXfaW{r=DTp|j&MNHV3fqbpaV(-HLp9Zy zgiTAI%aMT9k~IjcQY|SEBE#)Qt_slS#aIN5IPRL!q!T>v>e&ZWCyYjr`Ie!Pq7a?m zFssSaX<{(X1>MQWHn-M%pW)3^3`iuIAAtNS&}5`db8a|i>hS}(kcbv@+N29})_`|v zSpj6S37R=;(m&Jq%qZ0BtjS{$B|iShhV^Vyf_9|-dEJRg6m7mRA>G9bT(aaw{?)c1@Iy) zq9$`>=7tZV##fU1n%??4Pz@Ew5s4=AS>&xQ>)Uv~1_!TvgZDm0>7E$1y*obf~@J7X+r zi~PV7w4*CA8s=+NViMIi^vTXrch)ek;Hk~1ALjCtf6F!(tm*1;`Q;!;dp6aZUs;_2 z^-T3nC?dvsrR!^Q=+?is^C1#VHm~LiS%$ZI=2aIG(PBG^+{gJ&SI-moo+dfVP|2&k>=W7-TbCAz;rm-y30FM zyIFy#lEe^{xT#1*j1pKh4KiQU;CmE82}~RJ@b?&yH#_f)ao=r3`PDJ*Ss;jr%sU~r zj@nnV2&3m&dswd)1P=ds1frpxB#4j3@PGy!vv3M^oFs7R1h1W{hz};6#d!p2Cl_gs zugoy(I90KN5E-*B@cQqQnb91z)kP|u;7!wCc{h_>F}Ukh3TAQG96K1ZSnmrEdRhm}(e zK6)=6QOpiy@9F3$c|jx`+0_yLJzwxG?I8AanRWaqH6tYMp30+DEDeJw47`$>4R z*D$&o`kDoSXjp11rJ>9&{h5u0b=FpjkV7Pz?Q}Jk*QJR8zwjCsq^LZbPT;nH`c#85`dnRg`OT%&r308qXNUO8(~*yLxKo`M zlTFasT0#Fam}~Ewc+yu_t62Z2VXaUEMZ~fg!h)}hc-9a@7=TQ)vuN0&!t#c+ycnl# z-D-%2Es08Wvr)3B;GlaJkMWJ6Y%yQMC|LqAjOGNojd%;}nbA~;L~}PCe2R3Nb{Fwn zhBJx%39Hvhz5U$iAk7>$Q7>l*(@ESn!kjMI5ELTO%nmS$YWUm9WCjBmtJoS2Fv>s@ z(ae8cR7ySyIp>GpHTbVfVG`AB@mo|ZKb_aG`1J!4$t*IYsLbR2HfwaRhmHxuOU~@7 zG452^7kpZ5A{-IS{J5;dAo?cmsNZn!VGVxV0wki9`EmKjaBa~VEKq|V*9}CZ9D@zs z!h`%s@$!7yCpQImWYs;`*b#~5d-mbnaB*65l7;P^d5vYB)hu+(_(Gh|!aEks*sX8l zRw9zZP>p24_&GwW#d12ftru$u#xDjVa+#0Z{2rT`RaMYEX1hz=ia}JekSE(`9mveo zH(f9_ggg~u`Kc*ax=h`muk|j08p9%Ljxip*{G;h37#Wt+j%6iU_ZV-1BZ8SH%dF~@ zpl#_XB8f1FLAWs)84eC9YWFq}*F=$XbD3NvdR)rK> z2jWZUtvNiRm_@HKsZ(BCpn)DR8nK_hyOv0o@97btnNuY2szfe|@}13`Q*Y7X{Ekw|KuYvsBf2rf*b z>eyq-VwQ<2sFRdfeKQ~;c*y2l?l zvOu^r!zHR&>VbTZ;zdA$NbSc)n;^<%+u4CjlpRYZQM>uxT=$YmgCRnWU8!2Su==Wd zS4tQ}#jz_jR#A*n-CI8si>Nu8O_*KYNnUreX)r{{;iA&}!LxBu*%66mb^@z^M^4Mw zj18>e1lEZ|lpM2xDi?RY9&)!;-LnA$B2tcRar!NGTxR%nZ;Lq+(Q>T+>0=(G6SOc2 zm;o|0qP1gpe5N0QUvNB|E-+(3>f7dA$2A{gd7z27o1jsPB?mgIEGJ4Gmr*w3_+vD@=l4N0gm@xhHpB(I`<+YkRZBypk_lRk>ndP{Pi)?Col058b^23k zZ0hza{l3|o@r=LT8(?Y4{E<)kClpGWy(yO;+27zqS%TKG}ri zO#o2}-LP;q!J{WGx3=@PupE4-EWWpDnd<4!Xn+n>xf!M=`_)3kw2LFRky8RIv#6(fVU74f$wedcUj^{OqLOeq- zp{ucn(8Wf`^7xH+rBaNoizVbMs?E%W*zbMS3QL;E)@u6NOHCl+)6OEAz-xYgHMTO| z6}(Z{0ol~VlWNqUtQx6rdb-{^TqCSSgX3JQq7F3v>^y@~do95X zjtcS7Sfld1##p3PCeo(cI37>u+)GhOHzkjtblaQsdVGsf$@YXaE6l}`r-!KqgVG2_ zE%-!jlN*NhrsFDRkxC>u-3I3nKtJVOw^BPPc{V7yH)VQNf>QDbN^QtQCCX<-dDrs# zYKn}V1lqust4YokT;TiM`CjnkS+s_o25EE@q7gV`hGX2E zbfy>ad=$+rI{nwrLMImy(&}$Rw1POFB|Jh4uc)4WaV#`q-TvZPC}iP4x&-x_8D1l^ zs_{&E4TmQUf?7ilD6p8-3FvLjRmCyxg zj39e;JnBTyU8CG1%ig=jy3Eq#Ohn?Tf|zufZk|oaIG*!m!{k!>qQO|hChj*1#}l*s zIpl$g;6)6$r7{vh0Mr16SLeTdCfXFSA^loG`sE{dzJ4Z}@VFioS<38beunv|ViAqS z266B8DP4@m)ENlXpmO-=V(3(z5%D^F=CfY$CO~-4(4Um<22=pPj@{eZ?2Cuh4U_Zc zWz>Zf*Mkm0wP4woh-i@+jEnqS)qBfGCz8qVR896_S~)82-XRXo1z7WVZy@S&JoSSS zI70CzqEHoChU<)Vv#*w&vr#me7;RVMa9w~%Jk`xMU0FU$K zh@FZjcCo`pE^HT|Mj_*rrfzwvIx>+}q4^H7qv_e1(bC@QZ4ObTX(~)2sBYppq~gc; zuA$25z-MG{l&eE%5LJdwq*c7OLq6RdWWC#a|4kQGnqdk>%+#$*U6^J|>E4A=^M;b^ z(n?dyu!x(wG^k6{xY>ps?>!M+R%vF0M7)ZJMfG*(JRZ%=HR0t9izXuREFKo&YU4S? z+nRZAFK1ZPz=&OO>n@i0J;2#zkB9_H6pJemzQ&8)!(N5eLTMY+z=&NlzYx~CM^*sV zR#CsosJ#YB!X&Q6qqfF%ftx8d+IVltuhpk>ki@ijs20TrD}GjVIYV^{Ma+C1W(wQp zz-x1BR-Hs5Uh0aWE=#k+{07W>?NOIh+V=Q{%f@Ls8pZf@t=w|)r9qvXOdP5w6_BE9 z2k|!0%#$T2;|;~uMR+PG1t1od4OlE^)t^)N*6S}vtGxfUcRMD%VsAogUVTg}q zfyh2=V)|5L$o@CJiF$2XghuRCwoJXcZS2IZR*z-r`WWgGOEsWu9mS9BqCd~i(^ih> zaWq<3rpsy}4ktQ_N+)l!bDtI!Yu<)WI#||o)Dj}{aXRYY zTAELyLmy$Pb|#`^Ut?ubzl+5WL_FgQ7z6lp;k~j?1ZCNh%oGq+on`UCDdoCYje9W* z67jM)SB$T%t^jYE!f-33+LhTPvk)rFDGV`$-8j5u#aq+6m{f(Ys=_6klc1>HEX!Pj zRjxt3%);x8bkLoS1uZI`%z;p(Uc6YC`_^&UZfXcATYqrAKh&V99xWT2v>thpTz%HK zu_=Nirs~;Zy^&nSL`)+$OYchzO4e0bcD-6{Dqx~)IgBl)ECrDFk1g41Jd6$EK)P6t z#yxVZ16Pel<7MGV1C`FBi~-H#{t#kGjETx?L%Qg4i!QS>XTZezZ``Xdv+!coRXyBl zLI1w&2$PqyW_QR7N|y*HRn%%)O)L2?K);L`wcp)Jidt$=-v<2ie+epEIFj;~vu;o!QxVr@ zx++TdAt^0{rUjW;TVh&yU1I1GOa%+L2q2xP0-nvs6W@Ay-RgB<6L-tq9nRfF*t@h` zm#_{b=$CyN&+1w@gku@aZwd>wy zW?wgZPkJK^@Uq^7^?D$~ZLJ8JnEzcV=E_DOTqV8u2N&$eGcys{I7G7aNt}%_tF= znQp@i&L1SZ{4)6x&L4CrsyCHGM(Zfe!J^NTO?VSCVF}NQM+hZQOGv&DVXklP*VjE$ z`NYAptP$TpxD#Xs6~ThAG*FLR%p-`V;kI3)v&oA~oGpuLQI^=ca#_^4sCMEJM@!s~ zDDwzXEwBNs#<-shfLN$(RJvJ@B1jI(Lw>xene_6-3sWVX@GTZDzc6+cHClKopE#&| zn7R)1O>Q;xu)dzgFo=sK`l&E@y~gOL91d|(**^68G2R!xRbQ>-lPhxET#M9bo0Ex< zPI_Bnoa7hai5O2I$QN$Stw!8wQ)3Xk6^po8HWl#wAWQ43pJ&v#so)^Q#xjb)hvp*^ z^|lmBCw$AYLE<+duOCKI4s!`=YFswhpop2JKdaB-;t@m@En|M@QDcA3;SeXwnX~yV zx9|>eW%E*vXU=8eNduL$S05R~JrTw)C{9%r_bkmM1aYvOdrKkkxFRf!#J@$Nf#F1W z(lLuU<5%Okw;z~TTeeZMa5i*6s&%*+Ff#VrHEyHafW*?WezO%4S4j1NuEzD76OTAr zHd3}Smv+0*4o2)O8&PY4h$o(^aU<%2BZig}S8I_+tkcwZ;_5&ner0TMK3+g*2w$#W zrVSDvaV%4Z^Blv=tV4-L{46V|T&*w8_^?>x3d)K_+?@Rvj-FvdE6V1wSk~wWk>pG; zVrK~tl?Cj)yoWCOR9U=1Ghv94qhg2(!fH&=`KQ{}CBt*--HxyvHpKHALM&gNqr9a^(DzFU#IxN8`HLf76 zSj5d{rNGU8d$Ud}Wgs3lw6EhsPR(pG5MpETsbXD14xM;DFK+{fZyRP z4EJDJ|EX~;phFN7%MC94Y(9?%kY#cDm*loub>VhufkIlp7jWPk&cKKPv=(&{TuNcYGC-;^i;Gx^j2}Zn z76@aTERAs~C@o6}KZZyIEjvCX6B5GZk5z*fjfS97w$@BxiJ`j+>C@cGAjtNLhX+#! z{c>OlW{}Bw{az8q456sbEbA9j5j>P-)M{M6Sh0wkWk+v*Kb*`~OIT%zgL6i*#vOez zD6uV3lcVW^Pv@6dlLCvlS+=L9Qj6sipN-YZkjiZc)8rt(7T{WS2|dhTZoWP z49uZc)&u4Z8e9Xb0>T5Zitl-9FCmRLU zJ4h{CVR<}aXdMCJqWG|PK8kq~y_!eB41~Ct8+4(aKCm-8FCVN?s+JfIF*0|0LK18s zIs>>NIpTf4yu+Xr9}R`rSgjkrn@(U6VGhwXTel8Fd`v&K&}%SUoI{GuN!*Wn#>Tw- zt$|WCWFQeM(`_nbokim@zrs*Hu(K2y2|ygIz3MEU%G@fk;qA6h($ z#(XlUxrKBXstq%Q{r{)#U4JA?viq>*H_4(XKJ*r486DMxm zS5~(cxT1OFdXON9hZ@g2 znCLXO_~{+}k>fc9BW`LW(d+jVNg5pSQ%4^6hofovzG1O6^2npdASUu237be@bZfo8 zgnoh9Ye_qu;R$2b{?e6J$tjCTOx0G7|B4TFjoiwKP>79M3XkiBu^Kbe$fb}Vh=GzgL>va^EO(ODK#Wa4HR7pB-V>{A#+n_z5cp#e3WeXp=}T0i&<+ zOFBsnOe|*?&jzYG5weK@7Cs~Zf9Oj)iW^o-x--cHj-@VugM%So!@?=psl;-i2}~0;^*6HFLTb*q25QC1c<{j2zXpy z!p2INl4ja|HWV|6CD^~{O7i6;&mTW1A;AYq88%`_@_&VrVLvZZqL?AfN=&l~N0V=a z5x_470J92Gj5aq>--WEY{hr81RLgI0`4hU2=#2&X2J8*Q^h+SC9xd6<1ib zB9zA>3*khcBngKPUcosG)d7Z|SjjAINod83iT|^UZ~ff2%>RfJPEe$r4%HO;Co^HH zVwK;LQjktWa8q|eWC3=C!PD4>JOLMn!rM_&afloqFxZNm+dE+waxiZew;%QA8AB4~ zANgb)XEoSnrr0z3ehL>cxva*>7f&l5g?t1~YCP$whVNU$IH(w5IE+y}lnp5ukV1GG zU%OD+Kn<5FP+ZeJz!?FN2>*5$4|t`ght2exPgo2Uw=xc(EpdrF9=6=h+GhBHF)j`) z4q$A-h$ik~X-D&$Pn4Ce#eE0^sCq!6i*q!Rt{ZoU{pQSwXQLFiAe%^JYE!!}dGSqJ zYR0KenRudtrgq^whm3s+hZ$^a3)jD_}hE0|lK^Q<$Dg}i8@fU{GHh3-}t znA2vmL6hP3Y-7NXwQ}Lj*&gM?>h-`~$B8`Xfs|oJ@7S*b?`i0myI)1h4 zVOrSh4z^fPOP@P*JbQ5rB9-a=+*Hd296v60dW_Ti39^aAFZfhr2d!Dx;&=LX*PSSW z2-7t7ckP(r-qSQpA_0cZ!D6*K9x4d9>1+chxz9|ympi$4=Rg-t6!45`DDw7*m@TZ} z6E(}DzQ&CO5*$rR-cFL<&ky_JSV;tc>kvR6H!27-U9N}5t@&wRutX{WhlxaG-o5uk zqL^57_0WOH!@r|OrYkMY<0K-UE{Ma1#qb|hgJ<^qxPDDa`PP__dj+qPR zSaI#$p3BH45=nqs^V>=U))lPbAWS}dJTyQR@kAvls_Xgy3wF)%@xmBGiz*XL@JYf7 zZH(hKS*toUVI{(eMpz4jo`b-wR?|zk)sn;G`0VGw;kjk5jXDQ>;=RT8RtML;*KEh4gIa1JatZxQ?@skR!1K zop^n}T`r*LrPsR*^*R$w@JYnGx6%QLp%EX;C2(A`9GTtd4xO(w>l7DFmn_dD6M>}u zgDX)Eys0*{{&NxuFljB?#}o5k+e%c6`_R^64ueP~A!x_TpckIBp@)Vb6HM@l6Vl)t z>I6RamFR09Ykh{H`ZB?!Z_);GZ(SZC+bQb}hPHuH=|m*yKe|`#oRvytX#Y`@Ph`SU zJ*+7B%kLJ4>#4c0z)l%MG1)4n>b+F28zfN`ld%iRW!^+TQdJXTDKeTM?xgh?iF3?2o10;hLK-xYUUci}()L$(Xy9;`N@G{2@hHE_MMrv2pT=2&O)mxLL><^E-03Fhaq`k3oS3`6aXo_#kny@sm{~$RjM=3cP~j zHCaae?b39O`9ian5k$hV-RPEwx$8dU9be^SWf$`Kk2OgChDXQli$I@jVW|*PwK(`9 zC8QIm@(qhYR>1b9eCO+9edLY3avtECmTdt|Jp)2as6rEBqKpwAMpbMLNsY>OiI9j> z#yYUx_Z{D1e*)_`5MqKYrZtSzb#2bLZxnx^FoM8+a6Q6y0v8Z^9y4V0nJ}EK@S*1VAdP_VkctRsa<~?OR_vsg(40tu#Pkjyxq)P5^ILIP zH;2e15+IdO0NnBg4#ny!ivxm4Ja&=cRqAYZJ-8x=63HVlYzn~_FtWyb;>9&$IT$M` z1%R71`68X(09FzKgscN=;C74kUMw3fc8GA;z;+vc9XscGv$5(G&En?nNMo?NV9>xL-nort!#s)Qt>6D_%WU(i=J#V1sY+q2?g z)}3kqC9-$`Mka2FY%X4lU72BYV^|`LGgUws$+0w59Q}gt)Se6pBN!YI2rzKWmO0Wp z>D3n3D-{r9xde{$4KetW6NyxRC@}}Pb4!eU4%R=2CFszNCDWV2%Czp? zjb#!EFby);bb6@P;#!NrLFT0rFz#ZBJUxe<0-Gc67!-H0lw3?g^RU_pnuB3UD8Z(F zO^)0f>{lz10CBNnWM1eLTfZj7xHw^1vN4lP1X7Kc)i->Gd9cP-A_0amKniqMaj?Qu z+!9pM6=f2rqNTi7b>wCM>R*E?Jn1CJJe~*jDqo zoWU7fZb>M?rp0KxxYcW;!NrJ4CIX7yFlRKr-YAq{am`zlK6YaKwzx#6{cH4>X|>&o+cS$hnsQ~AWST8>)`cjXXoQ%i7bd$JBHG+~!tCEW zrWLsauGnA?z-EI7+;aqrqZxzYHW0#zMwp5)T;UQ*0bE>M(qw!mj-bLElpIhm*1~a@ zym|a99!3wfrwPdkg;8qo=Wi^uWptR{gx;`+?b>}3FTz*5kZh0qJkWrQk*a%V-{ou ziU{FeITJ1ETk-H*Jk9V=OCwMu%M2K1LZ%sw=!MFSM1sS}UK80kA7NTI2SbEHHHUAC zndK2@+yelChY>pe%vTk$e>xTELN)08RL?ySk%{t*e1{yw0=m1`0#6+2=_$!^gemYM9#O;-fI?zWbdu$-(-MNlypRDSa-ri9^obVu z#ATtlv=k-SA)OMZ2!p6-WfJQ`7F;JOlLSO$a5X-28dc1hDV*ZT)?MtQU=g)2#Tr~j zuZIbd*mIp~z>?=uC?Xc-UQ%L7!>zb?p^vpJ3enNhDv_sA{n$#K;;OBc2#84G$vSFW zKLvQMG#>;-u^zBEf-sR?GUTude1{hp#&Ss3cdle!f;xRxl_yyG4Y~YJjJ0= zS=%5K(uqiz@Nz_8d7?bntoMW$lSqJJA+&p(EFdoKKx)>NEh7%SQU|uG;b`$YxE^f> z$5b#6_ns2a1e30z26k_ucXxPE3HR~Ypn$d`xG#UJ2eKygsxz_byB5-jeh+pO38w#Xuo z`C@9D68qV1vDFS`utEt4CwI(mlX|z??0Bpe%c%V@O~0``g2EuNkLYMMj#iwwYC;Pl z2@nf}{m9>`F{>^w>yNvogeF)ixDouiUc!}MCjdvm1dfB1Tyq#Utq&jlCPObyYPC|G zB)5S7=w$F8`AO*p?YZN})c)f(@SmJa`%l`yfBR(c-);l{os+?Trw#mfPX_W_@ZWC(|AUjk|DXl@$0y5rAepkBTHV;x$X#D-fws@N!Si`=?)VYGgWvPu z-0dTR2e0Fba%(i(eq)hVYzj6R+leFp;#w#B0rcVYOSg*aZJY3zRD%6WZeYmXOvqF# zc8u*OO5fOtBKg!Tg9YlVNj0zL_42@vaVW06Yy=822@!jS?khk{_O6!OftIY&>?9@F zCRU0NddL^Umz%gHu$4~%*fH^%tt#GpFZQsDmNXK{j?{Mddc9-uQS5S+!QOc+Zo~Z* z-)ub8hDM&M)$-!o}yjC1Jax`;!ITlO$vDn(G2XHgM z@=n~=T=XD)ocfTSkXSuJc0YS=F`i?4o<9wjquaW<@92=d0Vg58LXd_hD1qv zkyaU(c;ienNk+9Mi~ST1_gujMed?>?Ob7`p)08m83MaBi5V5jHz)t7&7S1rO*RzEP z+Tz+ol2<0CAQ3k_Q-EZdGsUK`RvJ#DJML=Ow+lC7?cqGLbZbd*RRxL6(`yDJhB!q} z;xGn*X4Z1W>2Q+OM9oIJL?KSt#vnOY%gqJMJ8h2q?3v`A_ z3{mwLTQ~G|9@)z!T%7HsFY(VQ+%KNu7gv&!lstYSzre%ujVFUgv}y3~KESR276MkoPdyTN}(e_^QQ;3m-xs9rKb3$Q9R zMwq-7ymnIwM+C9O#spsSA%jk<{~8vZN(`ca3lYU*T1mhh)`^Oet#TMd1&0ykYsO=Y zN2fB?f`&7q-dW3wPcMr*}FSeZ5+Q!CgMv+h0jtHZj0ilKr-xLA0{yDbAAM zN2;1moJ0Xn$hnxJEwkQ3VFJV4s3{MHDQbcrDVmTtLczjqNljtSDOu3pyKr-ngoi6p z(wtRXiITIM6D8!QwM$XH{Y0@CuSsw;+`Vj0(uecmp{vFMt+;+Cr%ED~w8BBU@EoRa zV6x=O95a(nl@v#zot(5fYmiS&aI^{EglVMfRkh=H6c+383;N7;ZgV!D`1gDY!&aU^ zpVYVJ=p@mFD~=L)@oi}Y9J0no&XYMllZ$1wH<#N&&Vp$!sIK{h&8(E^o#3pa$c~&M|JjeQ?1s-tW!P|$$;XWTBt+PvnM4a#d2N{XsO}d^hZa)_1XxchCg&|&e zzI6jHT&JU4Pgp!(q6a;WMl5kVbeUy(_uO=>=!6>jcm_rzM;ErNbQFi>dl?ad z$bOj`BT^|f+-NmMfq7HMfLpW-24o#|KzvQCkYykhtSd<;Z8KHF_FFgG?IgdjeR(W5kb zMvflQ=E>wC7Xp~M6jGz*Aq|Kuh0}w2WSdqFU#U@?8t4|+4uH61+FnlN4cu@H_fO5I z?_fGrZqmFiRVh8w(Ii17u0PaUVLI1|)pH8hG}XIHxO$$Yigk&5H!oPIXNBCqv|Y&M07dWHZ*vVd zA(+5%p>gp3#Jp(1?cXlV=`O4Q6k8-6XhaZ12v^}Z6AIt;tL0icN|-@GCDy+Y*K*v{ z;j8dBp1q6fJciN@mp8CJb0g0*{s#7$TcCBbreCptKh})kh$rh^DEb*2b}KubJ#8U~ z4{OZ}K3A|~WqY?^bOyHOGYG^67a*u5c_A0?7tf2bVC|9{tm}r%O*C-vN|wfC2It5p zhYuGA?mKzP5DGZNj13J5W4bRkD>HTlxn(iqK|XM3s0>CNS(hyTnVcLP*d=QQB5ru+ zX5O=Augwysr$jwo95(Il+X$%>J2>k{-syEBc8EmmilxHt?2&FgL8G`S_U6L{9+5HmJxp%rnc zV(V%J|1TXoaLTBNMGVP3ATMOGQ}%J?Ds8eQ6rp4 zqG}I0uyK8eoW5Q%G4}*&1}*kV>(LVN-DoU!Ar%avWk-@~O|vr}e3a zAzn>gQlm*)28-*TJC(tJL5$d}tO(1LO>yZ-mqN&ML6ggzjyNB4I+rmRGEh^HyAQPL zdfYmP;}El^n%aG_Usv1x^@a~?j$2a;AmWBgqLH{6M>CNDD|A>+FK%mg-xrg*kxR(9 z4m3tKtGJZQ!p?>by1T*>$tDJDP~E;|cYiU>2aYXAQVBKflDa)-U>nm|<9)1RIc{Ni zA)a`op11eziGIo$o+r74%tpEA=4!ANoIeb!J7>)F#px^dX@2~d0T2gVIgZh{G@ITT zcyZ-;!SGHZp|MD_r!T-A2VzouV5CJ-36**HatR9wW}Bm#)?%6t^e~f4$jrLei|yi) zkEj=|>xMFO`2-~r8p|Z^nb~q{F8UR7R0A_fBAXbnI+5Nw&a3HRGlhTZdy@uED>T6n zFV<+l58NLx4rey_vq%`YTvnA&OxOeizNxLU9yp6ABojJrd%-fh*}Uahws>kpb78-> z0tpKbL~@_VJx;|%-D>xX$%oy?teBiW^6ixW7oUh(4=i++Y zVmWU%EJ`FaR?b%&n5l!Kkjxod$q8%&%XuQ37_dAJ$1v2(>HN6j{oi69Z_aIzR6=D- z&E4~FHXBxSi}P~+vur)--|*4J$}BvFv;6FVAa6wtQk;$B-!?IbAxM2T84s=Gchl`+ z_EucfH*hjO7OUc#sqoG2Vgtig%<#q0j_AXz;?X2y)fAySFqE7*QW!UiJEw_ z0vq~?UwpUgK7rC)+!g7>f>mUPYZwu|x`q`fndRpLD>79+F=6TbX7LS+hT=+v=CW_Z z5e{1t@vg3T^R#$IXtSlQJVL^qVp?t7dk+^0BaFZ36u;dbnZ15c>e;~uN~tkoNHW^V zyy)&JVE{ks4M5Tq9A!uA035NU6`LwXA2$@un<~W!%UaBfLye9<{R`W>-=%ab1s+i$eyU@!_8)?LH%yYaT-)4OTye8 z>d{~#Spwz}Olyn<6U!nPtdSqVMyh3f`*?GN>rXYj@}}L?QL0b^#x6U)V?#v4Ego*Y z&*Czf1p6y4hVqIQ%bfzqr4bbF$9!@Fhc2=dQq&1nHPo>Au%6=r94jI&0!}6YVVjxh z8xNHhbFQKi6GlK-Q$2I^HoVt=Rw`doD=#M2%>U@qF&67jtL5dn^EESOpJE-$BHb|S zf3`koD8((ViU}i81cJIe->k1Rls>w|vIyo^T#$bO3_kf-1L_mxTpB@P?3st(*O2i}ZRgKsiE|N!ZP85O#-{h1 zik}-*^lL)eNFbre_l@lpGrnbG*l+f+BT)q}O`i(}a4 zy9{(BlECqh0S)~1cJ>e^=HQHvmoUr=Gdhe%F**u7Qt3n~6CFn0SDPISe}1;U$Sd?yER&#d#5IOa`$fez4k0L@ zyhjw7o4&CxdHxBQ|dY{7y{0zF-;A()j!UzlpR%0-; zT3`x$0*^4x&OnR(`36uXl)$6Bat~C|;$BQ-a{pT*ns`v9uv}d1 zU{HH9J3@uJGN)lo9@)RX+&&iRr#QGvvLYf=`Yj`$=wKp*Lv$w9@vxayaN&lT7xDjM zUMV)sjGTxCiS$)7hCsEM!0pV7H7tIC{dTj-!?V}*^DjT<6AjC*&4Zj&#wdqO25DsY z$w?S~GA}a(78~A$M&*A|G3eH^iDg5V|&@5H+z}h@eFZS zk&J2go+&ND(}$s@C6-+FHZq`?EV30|ACYYv&trCJ%~nLfh-}+Lfngh!cS_MBa~Xdr zaj+dD4xHRl6d*cTwZKzEz-T`Uy(LfK`_XuoJ#ToH{r-HhuB)ASmsQP!c?P*n zeh+VXd*W^YnW@|oi2cM|k1+p`YWNO(MJ$ZeB595U*A|N6pcP-2y+xfcm@i3fiU@kA zTRgb0L{1oqZ#g48Tu1q!gMG)22WN%mc%XN@eSg!9Q#O}3_Z4R7c+hRcy6mGCZ7yU$ zxwj*C5g#LRZxbVidlV-fxrTM@$}vTcsyz&48GqHRU&j>xt-dIQ@ie(}Ugnc>2_m|Nnw{ga`6B`LjK zM2IZcin)l4k(sxR4w30vF&9xXGV`{PBC;J0z~`a`^^9ZXcC1)&vfD(8uyza1!q%g5 zZfEKCc8;?7=yndWOLh)#`Yer`SGCx<+|~6r_4Hy5cUx3qr`4a15g-Df#9qAaRrrqH zMKI}#y5%!yl)>@Vrf>cM)|7n|5GiuR>Zomcj4IDQ3W(A>q5|#8?!$FdpZ=gn2${k! z8eAi%`{pjEtd4zo=&Otfsgadw8&;wo=&OtfuaT8$8)8^N{MpNI{oJ?A|ERC`z0UE5 zW*NQmpzdlr_Xy|oQ$x7s{ny)gey~;tDiw&VhGLg|NY!FDt&Uq*NN~!^UI3ITd-1wY zZr?ALoTZ&JfNO)6$4S)UiTyN6%mvvcWx|_YkA`-aR6Qm>N`MJ~5_|EwR{>9CNs7%8 z_T|H(;mkD1zZl$dOyoBzki6ZMzerc3^DopTf`8O#!LteT_NUw~S}Ff>JP!nfc0LI2 zdoQ%sLNrfKphck$^qwFsq84y#Ekrb(K#R8VL|Sx-s3?)eS!qNq0z$ip3h(=f`Z!ZX zc>m4s*3}9YVnyG^+Wc(1@{uC7(<=SWYxlIRcGPrPmaD@LTjN}n@BK-d!bpX!^wkA+ zqv!3m*}}7-#(z(JMCKS>pSF1;nX=C{G!y^K%qWcY5apf^x@H=n*9To!4bV%(;D~vj zBBE^+hWCAD{M}M!q&(3gBaWz9sAbya{_wun3>U7umL84!h#32$ezjJRma+@anwf~G z7|2A60AdogRT7&xyRl_r1DH5zx=j#?@;O^XZJ6@fn=$IS=qHt`GZVvH1k#%QOW+D zoQ0{tz)5k78@r`!qKJvRJs*~0Y;Y+y9x1kiJvARd7~!3LSoVCA_hEIIU7u}sE0L#m zgW}wbsRhB=py99ih%ZqUxobSCYK@+nDyrPI#DR0SqRTKWad??cwlqymK&2wrz)d)N z6mD8K6Uzg#2hBm0e~kpCX`ke za6^o|RAD`s7>RA9M=yDjZ24kH4^QaDhvImUp35zC$*rgw24qq^Pg$Du=^xlrQ=T5z z&}iALD}Kn!KObt^M0^wPb?xFo&UCX)UoPm(Q73?<^TwK> zUBQC9--5HK#75=ZT!+P+qbjTgXHkQV%DK4$i#bR2S0;d;S9kSp{8Hw{HbsPg$p>(b zB%DHfXIA)(Tgsl3*hZ4{k|&vIW-Ft7gPXG1u|D5O6(fF`p41mn+KqeGgL_hu;3gwR zuX!`#5%RLCHE#Yc^Yi7j>Z%YkskO<)|DO(<7;Y^d2Bqw7#gPW|e=l-`y#vvZ~z^|I|4F-rx5t5Ghy6>Gn(k(=D8%D|&r@KD5ee#%d}T&0qRr(nCklOFXHL&ArAZ9iv_(o|!4z#_`v>`~KCK z?(-0Bz2-mg&T6lS@X;w0Y3~|TB=Sh6K@xdn2HOo-D{62;5W-t}!SbL6Nv72rOJ2e$ zhK%>%Y%Ha>C2pAz^UM%&EZa@X#W{HJ5OE^DEq6Xe*p9qNyKV!Rk;F6mGRm2V8sZ zzfwzWg49u|z>o@lW?)3q&K%ZS@A={O|8B%aidPPSy6Q&!NVQBYNn>r%;#spIDDG<9 z=L)1ucquHyVuhINdZ-7y*d}}XmrBJ#;qB*$nT-eY_F|iO`FU$hxHLRhDmpZes7(CZHU=4M5@}i?W9{J`jvez*h#LCpP zWO>t-wtH(t`)%<03bP7VJIg49t9!#2z_vt1`)m}V%?&a`G-`phB`Sho6r#=kH$)@X z7pjmMx!$kI6)`Y)Fw^jfgf}H*@v4uC&N_(j7*~gKoOpGkfa$D*h@5eCD2I^OA&Mn- z+FK~YltyY=b8N5q@hgy73Ljjvd$CP{cP_)Ty~QZ{LSH-i0XP&O`2=#Sd*x-?(Gv%X^*N&bDbS)(!R>((G?bq zk6JLi*ru5BFZpna7UJ$F)Aeyx?-sM^{bLAdDeWFxZ>hYXfzM$4i!nl3aRZC2ZAx7csiie=xOoOFf+sSr(P^sYe@K2@?*PF1MI4)TD)J^*zP#AiJ9n;+aVjgFe?GE11y%<|#h2c#4}2rM zNk_f>DDnGYr=w2?D9cNG+#MS`q%qkuzz&|)KKJhay*?I*(?P8GhnuW=Ia*64tTd19 zXbrG~qqWbyqaXEgv`iAQvp@V)7B&X3R5r6cts0gj?%_B&UK{lpnr;%_3D13jg{7w~ewqHaKtR zahf#Cf93Vcw7BwLKCJd5x44?I`srs`Qh^FnQLJbR+{JA@|Ke4(t5*A`IY0jAp{>hy zm>qP^u_oO!txdthTn_hQa{~u@J-E4oIw@;_|9fNuGy!+8LX#LD>fhBXXl{!6Vs8#< zorYgoLH>{9>Yt*uS33RHYuc(%)At+On-b$ogWDd#ekL(WtnONRmK4}wy0f8B*Xt%{ z{)cg$nSiy|GWpcIGOW2PtLbeNw<7=jNt7h0&MMM}UcukUlu9Vlehr7YypsOGisSz> zSh+|tY}5)cjf%zZ#UFX4!sIFU+U;a^+#jF;G;^bj(4RL=&PVn~rE~v(4A!p&Vxy`p zzV}*(8}XX8ehT)>s{Fr>uCj#dq_6zgE8Et^uXZ&|JLUBq-^B`ICzX}&z1Cs#rBi+VRy$0@c%Qqw;PZVjURdiGrb;4;*(Dokj<{3$^24lL=5ir!nIN`%ay#A83PRHOIR*sw&d13G8StN3?2h) zLTaa?!jQBp)rPO@*=A=>MOSqjuQp6@T4|PiP7gZgvFy`P|>6-i4E1Q|-*t!l0D|dsZIZ$X5al)n2 z6t<(VdIVpaUT${N?QXNJuI$n>=rPmsJ;wY$4Xv`vcrBD_VoUmFmdp`8+;YYg8@yyL z65K`ugHKe${X@bv&K)r0;l?kfjB%e!IScZei6?A`e`e*(_V95%sc*NN-C=q>ESCET z?Bl4H)5U)3ey#aY5rb!+TL3m{*n%&qoS8I4M@_y^2A2j;8Vcb}s)$#8q-92`DZW;) z@)7D&qW{AElSSR&k?Llw7D`PsEXg%b^nQxOHFX!wtwLe+WelY=rT@R7S+65_7b}$X zAhTpJ_NGfiJ&2uG{_ zm$39VY-i9d0`B=BR)CavV%5%4!ux2#g-r{(J)$Sq(EYn=i!-at=z~jWB)Exm^qMzyA^UmP#KrQ%2$FE3mL7nxy$!1v z*v7`}{jW!h5{A)adJ0{$qb_1aHGVkVC98{_`WA}(>6nTjKwB+{52?_?9aKXJEk<=m zz-X&T_`(;8LIcb=k-jpW2cgg4vBx-AI8IlckRACbv+>R2nPe6h^!J-iGj;AB_B-w; zAL8c6%&>qX{Drz#b3L>Kd$CQS;a~C*o*8tCsM0pXQRBf9LCHnJ#DJnVGo}~UYBAaO zS*!j6jzSy{n^`4Jsr+8a<#0?svkeI$JN%6x999F&Cr|Ox4OVoY6j4B|{XE_SPQQ7P zgh@>sdZAix;DD1m)0%+=hxMU`Md$b%qw)D58bUCUp;Hr8GJ89+lO^1=%kXAU|{m-S7}ubI0oxs{gS%&B|SD7(ZxVnLj#3FqZvskED$jVB)YLKVkC_asJ2hk`)s{6)5NOvx^HtYiEp-@NJsl24@u4^Uq$Y z?7I(d6y-P5PuLKDS>Q}rb-5iEOPe29Vt?JWz(s;$lF`q;aUw$@uvx4x>s<|3A6s&a zQ2$WKiH~VkWcl37p1dqX;e+*NYW~4k|G29eQAo^<kCCGVH%jM=Bm>E`|EH>*Y{NKL1spr#!Z9MRugcqd<_I}qI znvPltkJwVboU^61tX)l*FT5zqeRE|rsVr<$5#{Gf--U-JIjF~F7-vdaw}o?4`zI#vHQ(HvM4x{ zFoYKL+56t?vNGaYoF8`3&U|Bbx3Ylg-+#->Z=pfVhP)utmNHHi4>}A>TZ(Yvfop5< zJf%Hsz?@f;^T)3qxUK%ode2Ld>!m~uNB^6YObjq_^7p3qO5tz2GVCd=-YzGw(&b_! z&T{y4kO5+;q&$v6#>jKHK3xMZjzM}Mn)LxZ7EJiR=ro5WiQodsc$5&mW{f*Hv-eY*2m1#L)Xj0YuSh*pcf^8{FfV3nPM zPhmotz$o(M28J{kv+kL|%Snhh>4f{YA~!v`HRo+sOC=Q*2Q5@zae*lljz^S!Iiduu zk5`)wZ+5=v6*nj;AwdX)9vcLoQNoH_1pN%c1?IRA9#Q(G$RLVuI*%;7rhu()5(+4v zpeZ+-aB`1`Tx^Vg+RGzMUWN#v5ueyQBD=?g9+n8n%EIU;ceO})zX1x2*FVLN!B)(8SnLVzq+@tB{lI7rj)s>f( zAz)C5LtF=d>EO<{_XW~#~Y&KrgF)sI6bz=WIW@e8^s#o?pY{skD!?04K z-ktq76GtT~t~U3!qTSzXt1fQ%dVJp6iUYWxNBXty;(#S;t|h>n(J$9KK}otp`Q)8A z$uRfDHW@J*e%|F*tZ`zHN2O+in?RhxN%*_P#qj_)#zpZbsxY)H%(&spbGj#hS++QX z9t()k6uD$kTqhfU`50b*=&mVvvfGKC)_FV0zhQ2I*Ub^cT*O{0kv2}0}Cga z;4`*3s}JusySFKev24Krhzw@tSP^53bBM?~rSio{Zi&Pb5ydG_VV=;w$-;9Crv%9a z|EpL8qZob$!yylkFvZugt397@&36Bln+Rp)QI}2}6cc<}?XOQ`f*_gTG3&*l@ap4N zFSpG4#Ua-C^GuO&QVAA^SmWAoKk(hT<$X5z!T)C37D zKld5GIA>kr_uhlJCC~RB$x0K^4D-QA$J}goOlIPWNqV=PWpk1gOhJe1`eUcguIt&` zEkxP@wu{;O9G=6GQ?HihWI{ew^0ruPqP9>ZHdAXxZz#Z>7@xzky!XO51}4V1vN2<0 z+f2QKHIA_6qk=={SotnqRGAT4wr~R5mF-thr@jZa2up00N;L{23S4H>;ti_3ZR+8O z9gZYs1k&rWSj|sXtYSps*la-)lb=Cs-jfAATswAD+U|*+ha+~){-xLN&%ZGuaa5|q zsDzll035ihq@GREBiJe8z#a-JgN;ALrQIfhkt-T*izKE@4P%Z)?;^Qp?5E-$UivgSZm%_d#4l{gbrY6_t5d>Q7kxe{DRdB$)sCWYt`2IuuVoYOmd6cl^(b`cTESX&hI@gI+RmTh5$J zu?!Q^skzlj`H6J6ryA755lh^gl(C3pd4Dx25jBX!wVg$M6DAIc)3rH0TsM}KRqx5~ z9*$VH^E-WZe}0b4~RFq5Wo@yNT3)N(GMvJr5JZ?kRTaO^8{Ug?AV-FgN? zVOOFPS3G{LH)9Q%I5$^}^yNcXu=y6q=eQS7-WkkYW6)X$Jd_;P(7^!YV>q7t<<{&J z<@+s9sza6m>ChbO;Duc3Qm*5|!|zp_a9$6cCsnN*j7A;&A-+9(L7vyXoB{uVxHMhYXJj>~<_ zvMPl)u}M5N8n;kRHSLOrQbs(?O^dWP#o5MBm&SyO!`+dX+_1M7Oi|OuQzlvP>7nr_ zW^t2ftU~m6XO+`WmVT0Ud+Md>xXmWeEP(OqIW znB=}6v?P4KSZ$YemUgj;)1S72OyrgBgQ~glyJ(XYm)7?ujA%qssh=81KHF`MeCbGC z%KSr_I!L06CnZN^XVO6Td|UJFw8fG3p=>Q8k?m$%+el=k?c}y~kVN-;Eel(Z(#F?ywLDx;?YQ?8n?|47-yWGI6X&+E#B$01bh=#9 zjtu3PwknzpvCApedQ;bGdv1Pvl4}BR`TnWz#nPNov8k^qTRc3Qh_%^lV}odFIzAWX@5Eazk?~rhIl>F1dhS4FD3^!Qd$} zQUBe10<{PF!MQE7dcQZL&c<_oao5$}R91ZWv$zzKildZV(!`v8SRz6SHB@2})+qFR zbG3gAN0zb@yKfyqf>{qmJONUmDVPKtDUiCNI1)XgD~tw?0jcnyTTs1-)S~_3amgs2 zur;DG8W&QlV`#n7bh*#a@&rhMA9nK#bh2JS@!u;wt-E_HA%X@eqb!A?N?9xD=f?|7 zA(~r?^Zp}-SjvP{>QHWKvn3CwD3J!IKsp!VI-AWd^EDxS7Hm9;(X5H3a8@g70zyd4ScWBdr7G-ww?rUe~r|7Zy(7Ah6#X=5nQ zfpmG8&vKFBgq#g5VxE~bDo>K#`^9r#2ZdBK57J3lHH4^>tWK#W+mmJ}u8Bh@{*Qb3 z1a_>?%o?00w+rPogVt@($Uf~03)dxOLV7ifA4Rxa+J{tk^eHRI-{dZ~ff2%>T#{eblk@BWc!Z-7$;o)VHKZ z6iAbXVSosb7je6?CW))o!%UIf{))ib9@a={=$b`%T#q-4RlPYX+4tQ&)+CGsdF6Gh z3dJmrn+ENscxdtD5&ZtzClfrkhqWXB%}EvP#*1`*)kLS}>5Ql$mJSxY?@>ddLmK|Ll@IH~EH0;$C-CoJH7#2I z^rX?+jt}YBE*A-zJ{NIawSYZsF6zdMbpGx3exLk={P*+(E@xmwv7HSSPoK<&!pX&CWO^5|@#9|W$w*@2 zBP$lmwI z6u5@531{fo=t(sam%h_h2Eyz;X)DG)Ep1_KWiQj^e!lfLc$*z(&{*R;1ivWN4pu~_ zX{C#&Or{(GX+L=M>dTjxmrFRDg0=RF`^<_=BEiH#NmEwLQ&_!cHvO*bh?>~~3=2sv z7gvl?arb1AQ5J^yDT`%2zb0yL2D{BrlL*AB$!d4!*KiwrJ%3ysDl@>lT#76G#<7|T zL;RFF(pt@?kfK}vaIo$2IK)tC3k8PK>~W&|avX9Jf_N#1j9FeU7Ps{r62xq=he<|O z3W~SwSpiKMLI@`=IU5xnINU}m1o2X~hglUd@YQc)7yi*;7d9agOJx^h%u)tGOz^9* z2ucv*maB=ZUaSXJ>)W#;S^Q$aa^CI1)(hYv6ePGvekRc zYMlB|%{t^i<-7sLQAT1+@3bumWgDnxmaj!)e)myZ=h{2Q$ChQ20f*N{Dg^l!??#UY ze!K-m#TuLKWVLpat<)fmSq-<93PH9~mPvYBHPxvx#rvtfm94sxX;aLdyasQo5t3>) zHs1+r@mycYl+q?+ovtQV24#a6scqqF+t^H}tj#}9N4+eoOX%_4P4}+*Hl0KNZMww{ zoUO^!E>}!?oSIC9p%Sdrwr~Tq@$e2VfP+)BR-5^8S;I0<^RE~7AFQ`hEWQngvzL*G zrsDXG8BLfx4oB+POttt%oFGyh5sDMNlbPvSH2@M#rH|mgdbQafT&?r$vCgx&&$S~@ z9g&DCm5L+!hxKk_4i8$-tM%+or&>JxrX$rHCXrQY8AsOs*LeH`3j^iMSVwpZVc-V7 z&D|Vqt;0Uqo+MC<+Ty13jbXngnE|#!r8Fof3YdA}No+$ID_uvpxCdY^L zQ-)p|^?UY8RzSu5I3v2op%ZsyzgHvoCZ81dM~$e30H^>&8pzf{f>FAhT)5jpd#(us~Tm}q3V*4!(|>dnN8 zBkToYO*lkRx%t>gbtmN|JCQyc=&ndC5l|*|4S@@HCpPpUugu8J-Mz-Ivb@`HGF@9Z z(Cb6@pSuiw^4Phb6}LYq`7ch0C?^y70)^bE48Y-=^ZMd=1&5NYR*%i!V2F?>>rNvV zt+;83#8WAnDANzUKH4nbE%vp#mS)$(kX~@JMg40MpQtPCM@b##gh31r!+y5j9{C`_ z@gCSK6i5N($j(LuULFrpgW`T+C6K*gTiTy#fE-AL7UA=H^X|QdkHjbHO2U=aKR2t@ z*E2ozJB>F;$t_Kv5Fql(h>3*QAMRitLKdEQjOTq8US;FIt^kX^53UF++qhb&@c|a( z)&V7p(|re&#HSLW^zw91BxNer;Jp@VrISZ0Ea51R6>LA79-!X>!-&=Hu&DT@I>m!X zm8zhShBByR@`em5zodV&R#>NNfY1^h8GGFBoL|>4voMnvz@MITz$MPg>Zwdz*p&~= z#+{~+dfC`v5?9&tv>kwx$&$5E(U&X4i|4&FPpQGa_TfQIJj~Wb4UU z1p4H#Zg~Nt%g_iVa>*DMkKQTjn+uGs#dFN^342~Q7bNyY#EQSd?KQj->Z7#PUD|EqrWjiW0hYG zhlr_l@zrs4Q7>rHMSamT+ATnw_a$PMir!(6un0yLT)gu|GGQG9A27PJi zo!P%Kqm4>0g(7-t>R7;Gy<2lq3|#8>S@=8SH&*J%VG%*u@3AF(v4)EV_x043n$O(7 z(!$yP9_{A5(Evv@RXe^tu3+i%{#~`Yn|vPreiA$8u!!K_)3VyKf_tH7_2jwxlM(y< zk(z}Pg9ypV5$l5G+n>OVNpMTd{_Wl5`R6}=gnwtuif4ti%(+=GqA2&kIf|RBDV8U= zhC(U1|70w~X+T6xE;dDK?{?Mt?bM!ie^c!i&}R!=-@S%scC8scQn(ingl%iuO&=zt zoSbsB%B>c+2RPh*y02C>wZUL(k@@W$ep1?C?N>ZlfNUGA9Ws$uGlBI8_VBF>+}~MP zkCjn#SVU0mH`@w#tx60cBqyV6@z}vJVQ_RpG-v@;*W&Qn z{j3jL6mMc^SrxR!CI!^;oeF8>K34f|0ZX)hq_wZ;`?yFU@#d1%ehR9&>gq&*R8a@0 z_lKkD54?d*jP5Tis>d3jPEm-IT%2n4hLO(o{t`M*5ZiG$PTqtEk7=_Te8D&uk6(@@ zHVh?oCP6BxEd?)aKY4Jm_j)kqW3?1=SVU0md&M7JUcxp8o#R-2uLd}xS+XNkUpmJV z*pXooLAh~|$F3QEUcn}}j3J9hp>+*Y1&@fz)l@0b-Hy6sx=D-oVfSIHff8l82tT2G zg!ZLv8^(!1Cto~*wg>qFJgHHNVHj=JIiDbg85R+gTWF-6qj4ggX!}WMD>~a7J5Xxh z$753glL*U&b&~M&%{w^H7snUE=kd%~`_&Y!DQ8fLv|PXjy z#rvDO$8jE*sH>AYk+WVId+T-{Yf>kVMkGs_819|CuC^Joo*)w^cx{QEFRoUb#ay@N z35X_mt%+_f53B0-{)kFEBC5{kMGY#JvlQ-4+TIV{}pmP?CD5`_b@mEy;u`a<_ zgU%`tQBwyyj_ZZ#fla=2e==5M4R%NjA|#K@v(@FzW<6cOUWNVS_c!Yo<}Zv>@qCz; zm7@Yfv{XC2s}~or{B81;`;&1R%T5xbnGj64!xGZTSMJZ#5E2+f=r7@DiCM|YfFG7d zX5I3{X>~a4z@7*2a@sCJET0kzal^I_%5i_dXdYag zZUO^~PH<`5JsUqz3S@$f?;~<>(NxYdfy{k|5)KI>DR9yDdb+2CHhFa1A2zF(7e9Hh zgT*>9T+D*0xHJi+rYWwBL*axYSQ&m#-fJS}4wX7NZqM?Gxws;zwfR&ivLLppP?%(C zH(z}Yi*}f2i&bfBYC(PnKFKjaBlEHHi4U&I%h<>5>PifB-n&kd4u}A{FiK1`HX~*u z9z)0VC5*sA!)@{u{)E)9e=x7Ma6ZjQF_f227Q#Li`YgO}&kWhZlySXt>69@l&Kzf> zx(R_e{Z-dQygZtw;2zGlOqzrbN2m`QPcRh!sJSgBPIPd&^s%-M!#sknF$W zS;P3nOq8wfb>@viNP6%wJisYeUVOXTK9)o{xb_-iY`VW&U2I_U-SlAeF*CZOYlU+f zfCeSG-oXWb>jSLF^~l&lHeH1m_2GIm|Gef-`}ZZg$}VIlC{gMo;L zoL<2gs*{58hrXYU&ApOYA1_v6HxVBW`tz|}$g#Sp$iMVD;=pwa9UtGVVJFIr<-~t` z0{sxDqi)2Gf)ks=WxZ||^ZMbP49$NxzG5Dzn`Ztq?=qamE2;M6>th86m)?cgWUl*9 zV{4e=bx}0^+Uwi07=E^f0kt>w_)h7~(TgF+>Y^wA((8x|4N5+RT6tT+V$}M}wLP|J zetx%t#LAP-|24K}bEsYP&dKl=z%xNh7Qh8=U#|DtdX@?8|8r~uWI(&qlaz=w3FWE8V7|pRkba1mt_KbZ}v_4kDj}7sGSXrQm z@M5ukQQc-z*MA;8;8o0S+N-Qd_qM@*yqGPkX6KI|{5ohS?R62p?Bha(qU#&V{C^nT z=Nzn)y8KhGX6T~ZA;S|4^x#Ay7}5<&uG}prc0}o9qdqu)2A~Ubq_rEYgOz{&@2sBf zJ_->_q5`91#^V+7G*oxYSQ26WvLC-$!>H3_?4hR+9a}T>G=aw6$OBNn;uQGF;xKtY zlk?0s#YGNsu!M< z`;!^JxZY=pA4hW>^b^S=ILtsRxOHoHH#LjWD&BPe@gU{6Tmt=DPRG>-mSe*yCJ(Nz z;M^tHZy>V4(-JfZi1ehNVwnU>x+3h88#&qjqXB?U8bM)gNNnuGPpkEOS?}B*%%R2Q zLnKF0R1r-iuzIAAO`n0m{@ws}tuO+@&2I$cMyoD1aJOvCj$s#Pn@O0Wa!x+c`P)3a z?0tAQ)$&+Rx&F@v=+A@_FqYlbc0Z|2a80cGOz+})4weXhm{D?1zDV|s*<3p1eTSt5DgEh67$RTPrb;LxL-gN+!l{KH32 zk_6Ma5fkJHtCMu{ct{=a#3eU4^<$qf=u=xI5>qY$kyznSl+nW6=V%VU5w&M=)wvRh zku1q1LTTV2;&Bj%BqBY#C?*vp4atSV!!AEZ%B_*Iw8ALe}6r~d`j{6ujuPa#puspv$ zUS5iO@;ZypQejAqOhgeJ$RsI*kGg)w4cj=rwehmpJ!OOxJ-pZUsKWip0$0$S>w_*pZPF}xGdQt!mi zJQG}CYoZ;NB8ozD)}xc)#H9W(vZViJk}`f zV1(fb>^$9U?-E<}q9g=LO5(An6uPC4t3w4RC&DuKnqMc>r&}5e6I9|yoK@qLkM`g94sBpo|S>2@=N{LL{{YGl)WuKr}SEG-nUXt*#|J|d9BIchxtgaY=K1D1Rmg8V>$Os`< zKdtS_1KDw?KDk1N3Xr2BL~jSz`w z+Gk__=wa*J|BaMLrHEc&>~2oaXC za>-30H9Zq!5`9t=$dF)BYKpL4^YM>fSg#W-kV<-mQugfimyhZtujc!dGL$3rL+OMY zTCLBjBTU{^>$B(2lU7fkR;!RFc?dM(6Dq!EyUlTH#vWO|=~EqeNs@y{Aaq=`0Tth; zu%2Lly<4o`GWgC*}PhoZB{Fj5q-vHxj0FKW04nh zGNM~BluXh$h?zzm1f7g%4GbldGz4NYQ5zt{=jYEKFK$MOPcKP0$N%nwB#eeV|0sbz z>oM-<#0XrJO~DWf#q(FnTz{WJL4qVO$B}_P4fsY9K!F5@qiBZWr z4cvsAM&XwAm**Bau7R8I;3(X(uJqg@pN77Gv47m|5iaf17f3}a9u=76&^$5W&oPLp z?u>~=-pmsd&K!f7>dTl|t3KVg=OjtO z)9=0|6E%-h)zA7gkF6Mq>tvJ4VPV_z4O~tSr|837$9vm*V@Qjl1hR|tfEMO zCB@3%O0P)pq7oh+Lnq+YG&6hjCE!FU1Q3G=gki=P=i@ANL^%SQq!Vt4hZoiEYO#I| zH(hE|(S70}ktn$&h{P%sOdRPKxxG)p^pX-5v?e@@E)w_v^dxVGnT#yD$kGGQljMx( zQBDryobc?+^)}t0(Px}9l9gKDqmTs@4#ES2IA}g_9HL57;UN4lh=b+{$071X=vl*A z{Cu>vPtV#2k=8eI$?Ty%Qg%U~^{9{1?awfREA~By%?f2JpHHY&Z%t*c1;@qd8XMZ2VxKuplp`pRbi&0`Tp^ZTC2j5E`Tfe&jg=xWon%4`>)Bpaiyh2o)#fg{ zYAtqR_E|h81xg+gk0^x|!e-&v%ABB_B)vYXrkS*aOpMgPB*}h*m?#O*vt&6itoC`e zxYZZ>_gU=|3zHU!amXNH?#6xz=kSfRjY#rO!kX-mR<`S^m(c z){rq?zc^0@zWZbhlp}0G(#Z&6rN`^DGgdA4S?K{XBpyg5tVqYRvxn85Z`SUmqmz?j zTInioGNI8E*T_k6*>pz8#;-@o##V~Nw312F(4b8K`!r~c5Q%4oa0o6^5PtqH3!gsK zjluh_0{C5z7+N5&YuKq|SF5EvQTnt%guH|WMLs>@z$VL`mp?K?EXw7h~uPLL{h> zOK_no)CObwR7of&0kwCrdfdv*Rdwrq5yoH*Yj`3uP@i!~FGkOpq#6Ljbl zpWm%#esK%K@6#1!(j*CnL`*`aeIu8+_NiHn5P@su5?pY)`FSL#2T=;NaC#`_Z?54s zCAig{Z|Ue$%)KND?-5A-FwAb}`pwCM;sTyN!|ahP$soFehd6{`y6C&d^$ZS^9@|uxbr0CFzr)t0_>(LE}BJ=DBlZdGX#Fs`l zU@W&tksB~f!oGn+ahG*&aJ|nYY$7q?CK1Vccom%uzvvxvHVqA;CNmU&(kloXq&Klm zm=N=j)4rq&^jJ~plheE;!N~va>#{J92G3+VJ?mj0Cnm*>cgcmi`^)XVT0syojr+7) zNRR|3`DE=dfrVed`T;rLDCr<*HiBgf?c1*Y>Lb*xqwRC zLZJR(z1yS%4}AjFOA*i7r{SLu zmz&w!7uB9`hFq4&GfN1O(ZQ}wuLWeH8(Lc{yUb!gG269o?3n8PoK%K)U;=H0fgC67 zGl7&26B?p?dld{~jPp31IB?^1=#K%fV zNjX#9^Y-4q?~_f2&_ND|^l4KXQy4*tg{*ukN{#06ORQPO?$ciIk^~?ByZ2XPXqz*L zl_=^nDG)?SN&$n6ROIBwZJCw&a&n>+PKZIA8Y_W&S;mN$4eA9xT{Xq5(`SSy6)CKg zzTl%OEUr@u-F>Z*Y9w)AO9L9?#!S33KlK@jH9~}EtXzuRW;4LY_pyMW(F}Gm^A>$>iL((=Nfh+CrDU_IJ1_ zw{OH1)JyXQzI~Ot`NAA&zlLeX_jrVUD^?RA>=5j;hET{8;U=DXyR~L0JUWn8+_%jCsLn_`mNR!(0PYg_5Uwdm>yQ~- z#9qN3@Ez{FOZJ-d84-Bl_tA+$5+3;SQKpn^I_XbI*>U11vF#>lxCJZu4JwJD`h**k zCTzu?d2_YmmRM{MH^pe48?#%JE5mA5Rz~}{GKdlu3lF@x!t5?}7QvM__j%Dk0|Sxq z&w8|m%!xKhqIW;Gv4P0weHkQ)+%Smpw;CAE3wDXod%cgK4LRYdJ~f{)iC0#2S@hKV zt_?Zi#KGiLZ+dc(Tho5p%oHwDiyLi4ldDfr528d-4-dSl3T%W6hpZPcvw(1)WGC^*W;o@1Jc z=kDH%_j~tbnrDa>UJt}i>%pn4nRUdId%kXiVY@ZREZ3a%=*~DXsR81p z%xU~C@Z4`ZZW|vaC~{7p(-62g!Hhrj{^`I_Kq zely8Zi`dJil^K62Jl$uZMk-QxJAJ`>ydzuT^)c8co|kMR?{{P?B47-*Nfb!7Q6!`d zuO&F&_A+1CamE*mTQQZ~XLT;6GflV%gr--0NTgMly9W6F?*q;<@z*xQRac*7dn8EM ziGKDrNvlz`iE%$3z8Z7s+bwpY1e*wh8m(a&y?3cQBURyY)}uPpdGHfg!%hRw0j@E; z=ljglRj^AWA+8#az0+sAS^vw;Gj_V)JEzlLzqOO=*!s)kl5KB&8qSJL5zxvTzNDpd z$d0JIvNHB(pWgH%Ay85jk3BynshfZkcTchQWS?Q@;y$Oi%>r*eL zA_c|t1 z2aX65;)a<_qN0Yw{K`6y#89;A#_A8T=O!dm>Hw^k6sP-7n?XBNbf_hFo#kan6}$AymWjv1fz$$hp{FRc2){^(7a zw$RMjU$tC(wGSsRNpSMNdrs*{54TftB?q%t zpW=~7lpM2{e573#&Xvx7jpM6NiJ)$_DqXN`eAin!WxlQEb2x5d@@TP}9hcQEJ-VUK ziYz8gFlEoWF%zSa1DPcQkrA_K46>EY#K_}7X33yq#4H+bY+wdg;T+&3fRVfzOOxJ= zpSAI3cz+CU#?tc4+Icg`8pE5hv^=xOn`uo!Ws@EHD&`ORG=haZ!A?B&K5fZQcy%zp zq?9s#k!M@-6TThHFDa{xU*z9(L@xL@J{(p!xX)Nu-y?h5QWQQOPEm1kY?8>!Z7B*j z52vX3Ii?snI_(aTqr=HXanqnr!^%q%h1dV?i*1pOaOMCui5HPgI`{Zk%B_u14KtrHK zHo~I=*ra9Gv57obWFtH`fK6IP9h=BgN_~Nzdb%^mmu=P++{R{0r?66=IbTJl@SgI9 zFQFZ{3LB2XHL+&GHL`1Znu@tf($sR#Un!}s&!Q9(BrHfjd$X0O2*38Hk_5k_62*Rr zif~(hDv7TgmB>N)Vu;}`I#hj%p_e3F_KqRT79h%Kc)1q}(rtzj_Yg+MrnX=jU%;uwG%GL#&Jt zp}mz$>Zdc$Mt$>2qJOU(i-Hsi?1nYn`=`IjPWL|G-s7!ySq_N@`po@UO`acKdqbSMsq)?32d5BoPb#cTXlwPm;{T>WcB{GhX6xL0FEG!J(3p4*wp)6&dlp z6O37(#A){~x(hx8vFM5C^&81tdWIKWni1E3eOBs4Bv53YC1H{g(}R+l$-3JgV#eDZ zH9*SP$}Q4%=)}FXq3LpsnD#(JqsTmC!X&b-4IN*`!6J8{p<}s4+T74-`9Hdw6ilZG zuMxPnOB;^A_S1CfK*|TGeLy!kq@k)Z4%aNiq1vYlj9vjNc$vcK${Rj~g*g|fbgJdD zUQW!tDZ9nR@leknSBJ`+vSNN`5&EY+Qb7qour9ssRR|*v{*yWIp89`fwdhlK#li&R z_>pJ#9bZRyK4$AX8u-6BV~6&#QO8~kK6!Y&ycD-k^_i2C0)=(uV{hTmhzqa0B62Kh z`xGxlW|mk$rMe(2;|OxTTrbuOb2;bYn|iL;uFrC!M(J6;8WUp96N7U!dp{@}XRyAB zp$VWJ|GE5Dz2SG`^$Dj&>AD6PCgh875N|B|(Q$v+te);RtK@o+oBj^4RJiB{ z&iqAh>d-rn3H!~2am@F*dq)%6K+@wj+w=KHFqM1Q9cPE*uI6Dd)Sg^)16BT_w`b_) z#;QMGpX+pY1Kl4BZXz4wlWoI(g_tUqFgR1n9aYF`mTv~qmBJe+%U8XHb=t7aX1-Zv ztUQ#q6y88vzUpa*HS@8x-Rs$C{^tYjor*6~XIv;$WK^3GyjSLWuDLq~aK<}J{i8Y+ ztP)ON^LC~?V>i>QUBz=l_t8x!gi%1bWEpIgZPx2sXyjH`>&^bKn7xFPnPK%LD?2Yr zzBDqX^SgDm+Qf(%(L?~pHSJqZZnvA=K?DD62sjt30snY$IGW{B4EXQ@N9?~VxeRNtUf*H>m%Gpzp6DCoDIbmvWY?* zfiEG1oVV)TlihB^@5~((fvIRBfH$-|8vudV^_A)Q-7(7-r&Y}7x#&08UMj(2PO`8! z^=@&wn9+WeYJ2?|T=&Tcbk0c)f|H2M;1gB6JT8^^`w?#~X8u(vX5^Xetst7|Yn(`t zUv$0v4Wzf#cAcIQ!WE=$2D6yosLnC|oH z5|*Th0@it;#glNtR2GOsH1Lvg|7B9kbw0;~iBc(83?jf|U@kIj-xvTnD)h?dcf3{C zvt50~0-*EUVI)XL{>nq+^{C+sxCF)PpCNA>o1;_3~^n4E98 z+kUe+~2v=fLFH`{$3M4HK-{rR_`o_`>XG`3-(tK2(oncb%9zu zt#m4%O#9`<<<)+2zm*X>^VfRzxgEjIk?aEN=*<>^ z@w{4H%qwB&F#>}Gm)H_MnKvK9?hwgSP_+k9K7U=Jim!RA<|DzL19g6=w}R~$kr2r) z5RTsTobwf^eH-^2-_(Nm7!{}lXv03{LlKg%KwqxwN04YF`7tWcAi6+1yy$I?vtmld zc(qyHtv9PQ)pec~D+n);W<1Ew`Fj5~w7F(r<(KPMa0-209a(#2jCwyoC@7G;-@^Fe zmMjtMV;DacUf>?T>S^PlmWo@Iw6Y$df^lL?R9#A=2w~lUwe1g{B^|<^gA`U!O2^43 z0?bO*R%Re-^3pVbPBqrV2TY0>{fd_pz}TksJJB@4Lgh!55e|~fL6m) zY>3YEhGl2?tY6ts`@%*xg&yw2a|P7xP?*|CI1htKu@UZP*oxJS`*+pUEogWElVH_V zJ%6!*;VYJ`d)AE^(P??jyy(ryB00Q#{?!AKlshk>N6&a0SdmQx9VYn~BYO)gDZp~D zeqdLdIVC=G`nVKa^m#PSO+N*R1c_sg^um+X_Hg&Y+{2ts7Z;aHkPrn}%FV#Pa+=eW zHH(@d@KSCw{AVk(Y(h*fi~#TD5}4dH^56DUM`mP z)Gwl&?&|HX-b0tz&7p_DiSx_2p@{2Ni4gudt?eQfs9|Lc#Y~2HN6IAwmH0Tj*7p{y zzs?<&*vIj?ukguOXMttME(e1o=3{;=Z=uz_T=Etrvfai+@^119|MI{d6u~md=fw<4 zLgLayzX`#FkIh18h@|*8iv!Q$#g#W+Oo@RNO&p{Rrk}&`!C`}pN3?+uO!zpJ=E>t< z7;rgfkOei>Ng^TQke)=mfA?pJ2vfzyU|1Xq!DJB`htf1BbOwgs*T-tV*xB{Blk?5R zX8B}&1#!rLe^M%faxym~G;UjEUh&O7yozTJYplXy#rx{Ao?b0C7uAxFy#M18!}aD+ z?|*|!i$az^U@+t=w3m4E?P5DM8@ZUhij)4`*mw-0f-BN+*E7s#&E8J2gK?)S78v#S4aLz>9=0#oYVH3^@dJe3-6%$woMllA_!9KmD^9B}Q^F?CC zg$f;rIO#+ITf~xr`}b_KT5Z;on0nk4IJJ2&zh}9bc!n#f?>DY-3ye+*MpK~`f1m#Q z+$BJr&Q0a=(DdD|+HQfFVP`B1;GI{iEp&ug7B230v7aaQN`>aJ?V6~^z+zu>iwwbLLJ1r1LUHBQ zQUpi9o(~PYxZT8luPe@_5<07J?AHeO`34qia+^OXMM48~B$9A(e^;cnc}W`k;XqI$ zj}Won6d`^FNw2zC)*5ngB(6bSDVG?ep2lsJN{A2fG?z-~sl~OTHN@g1j}UR5C$e~$ zucde6B>jAVw^PZ)BF!t%2%o*xoIa#%GogfyGa<1Bju$e>iyf+lP&;?x2#+KbX(ZI4;Ok+qiFrj1(9N<-~fjKQkA2CJdqmZYP7=HW&h3AaL+Uv(k zY4v2WGh-q;9(!yLL*7XvWbYa&_t+>;Jw+VyNqmT>xKy%4nlFfj=9(e-g5(i0E+UMa z=aK8Lk8YVaeG^CPX_`@ZPMgL?X$Hi6PSwO<164NU$v%2@9CJEdWzVv_JC%3}M|HxX zB0Id@5)Rcg|6)Db;u0qzDe2;g=dfA{w)PMbMHKU)n-IC!RJ-})-EIMWp~?Ai1;f>M zU)g^#et%qQCdSeda`8hIiU{J)$=mI5^5jO2y%yt0PPTb5aW3>f`i>#){5B8Zpq*N5 z1};X5hU(-o6V&@>>Y6CExuMA4W=`09~$V5h%*Eb7s@=Y%zI5`p?r4#P2xbZ2& z+C7;N!5{*W7hu^Ccz=J7p@)5PqdkFRkaS8`nhBg7sXt0b<&Qu8 z`R(0rRR=uJ@@N0-XTSDS91wc=6#6HJkG_kOj+42WYh#WnR<$&j7^MSUs&K_axWyw6 zTU>ad!6p(Vh6uBK!>!;Q7GVkd=;$Rj=~X{{JK5lDcj zDv#Jl$5bLgVibP?oId$D585Y+HJJp9QEXoMejc??6e}VL6lS!H*_MEpvl8V>jqo*@~|S4V9~?p*RX6nZ|OcBRzwo$FSrJv8+@63%JS21 zmrAPZSnT6gju)f@ycrANjc-Bz3ex~{V4T@IH(^l+CrVLH1E2Y)g1 zbUyb_2-CO_4jBhWeDKQ^&;LIxS>#~n6t(;hk}?py1{eYnssKDm54C`!Zfm}fvDg4K zpUkID9mQ-;A}Pcxob?5CH91`03df1k@Eryb;8}k?Ukp4ykL(75G;kwdhlcSQz9+M9 zg<}LM&{jS{^K!g{F?iV6xKGbx?puzTM3qd8NUV73-9f%ytQAsyQ*SI#U^#w#)p-pkZ=fuj;+{umAf)})u$D!h$K*4KF{8OTI>I(?%lsFNwV^=;Ya`C zhY(;82!wbeotf!j1{j7%cUARcx~jUSs(YGYfF$oZdGF1xb55ShbIz^0%}WyKJw{k! z5W+~7k&SJZ7eWtPme%r;EHBIdmUl$Pml-=^M?NCs+`832^u2X6bAR97v17-Mx6tMc zZh_oWI;qzD+f9qL7Jt!+1-R)X@kRDhe?O+DB1;9dS?1xq)KRq4;K6-Dg62WNAYj%Q zh2HZT+4qK;lnErXa1b$LYl4M8nNI!g6g#3BT0_ zP%~@hzWMNj2lpPob0@od?~M=M%HDqc;obZ9Jl2!1RT+!Yr$dk#EdQ|Sf4Nv^YL;!g z%9hpkyu4VvN9(TYD_tn6mM-3T_~?W8v-duDU;TLa9{u{plY5W9e2<^~{4eL0(*O&r zk|*O2yL=F37h{npZ@>Qd9&GYB`|zFj-_Eqjm>d7wTWg*{HDIN$&au)5Pwr)R-+A-R zdynruY(404_WBdSR{#FC+iFM|SnPAM#m@7mMcYlI*5^Dwt`AxFSLQf>FxMEJT&szk9$ht>GbrF&VPC$odw(o?FA{V9n7{2H$nyMs3pyY6@icDHOJKTXdd0OS`pGFKdfsc6KR%6FJkaT;@I4&CJQ8%8 z+A?qCOJmhPS1WF^XS9cv79rh~`ZDMw^<@!l>HoM~$Gw8+VksUmNB_g*j_w0aQrrK$ zRoSfW9<0}*qQ8|~QNT=64kSD3$Bd4{-PmHz3ns!xR zR%_Z$DOc$~N^b@Ma+>~vfL8H9?+-=XHY29h!{1q5p56O{)DYSvbzPDWP(tHO zJ-)ITSIVmG`Z_bunZmQ1t&yO8dXE&*7W8Li4|l~hxrwCo@6Pq?UZ^Rma*in9K=$RK zqIGY|ot5kC>}vpQl9CQjs2ON~U1U4xnP*JZ+3oKLz$xlVe4(;A^uTR@T?Wrox+RqA z-%sth7SI$Gt}qjd)z4|GARW}c_+YCJ?JZV!kNMgx&DhnnHj^*K z`FoSgdK{D;iN}3m$e}P%YsYL4$wc+h8DVqo@F(^{<0JR8I*w8|J$#ETF=Mm|ME+s zuZe*AkC`5y>^!t}kPhX3Umcj#cDtKPocWPv@s)#nh>bVwPxjmBnS&klGpFO2B^mpL zS};!kJ3l{UyLG2%k6)AK{s_~-oo6k4tYx}bTq9F z2>i@-SFI>fn}x@1@I<>-;COBt1iW5vytEagd2RB;=D1$a;f2-n?ChL!%UWNww94rG z|7E$SaMAq53mnyaTTTNXugCfBCF(H<4n53KAwA`BIR6aqf<8%Xa}5AKW}m6eXS+3? z;V~K9>)MJ5cqL5nyn^{Jyr!BImbC1O9vCPP}gBnY*n+yH>-Rx0SCwhx;bsQ zMW>5)vVzuYA2$oUYIm0g7pt~{B-apxgNIul)~kCutmIH!@HTy3c}UX14Nvt1DR-O_P*WJLc>45P6%TK?o=?8Xr2mHd==#bX>t|;qLVK=;Yix zTySD}UyFF4sKUzT1;gm$7>lpfjqAi>fY{)U@5Pe($q= zDh0-3LjluiEnhHYy=qrQ4{fS&~u#zqtr~o3! zigB2KY6lq!X#A8&+(a zi%;lM6vp)wMK3^tuDR4ET=aBr6nvHO96TG6iyT#jY%CD`l$3MX1wq}b;(~lr{iHpX z+?vZ1_@@U5s%G|uEACSDC=QONb9o~TX>0*%avNhshjp>v`_(&H8zUlt+@KHA==#AV ztS9$D8w&)*&WK&Gw0vRtlu=978Szm->VBYNkfn~*ai4Xg5_jlso#v0@#wP}+Gsk;m z92uzi_AC`cncd)YXKM9qB2ew_EY+lZ@OipWH?Gt`0xF4PW2=(-XqRic>w&JnHox^H zjj6`Q#^8duS#83LT@qjyq@9YNCo=sICJ2kkkn}N%$R?XA8S29WQE}`+T}Hm8)K`s4 ztBb$!d!JjR>bj4`h618bhlGUOBb85&!3A;Ar$YiHH%aBwLzo~e4w9Ug`^%!{szH)z44{lS+TJfJFRt{b9&4Qgy&WSRiPwmgH_=eHY1yq-OBh^^k03_&!on%|pw8DL%oaABiYhS%f>LkO^Uw`z8Z}^1z z4|;^X#TRB5o83!E>Mi}SpdI!W|NE1BOBfP##lDp_g1UI88@cVBr%Bbf8jB4Deo7hw zDYsXY@E2Lr@W0di>#f0z?OCGWG65cHh_$vyPRQd^)!LEJpf6U|9vPD7r>d+YU_o2- z{-;N}K`h@t&o|eLcdg(1f@Lc2ABznI#OyUBB;+%xvez-VATEw9gak<5l4@jO2(y>) zI@b#&7x&H2J{L(vcnA}O#r}c&amXc7^$+^+Kve9zx*tj|kgD$*!UDlBNKMT8=|^-r zU_~=tPp=pE-~Hkp{NCpSgF7{x-1x9ri>newgF^+gVUUXtN|B6BS5F^y`_F&!le_E2 z994bs$yK%7f0CxHXyy4Qx$IzHd=M0r%~mchc3oX$CaJk!T|6AlVh7h%bNOM~V}Lr$;dZaw8WU5xwm zftvp{k4AXT;7QS=JtqY-DE~n^IL6Q^1yA4UU7af*z8Ciy_BDKZ%e?w{3lzUHV55|d9ZqvUZ^RFd}qI38_QE?g1IKh(ZrCP=_jRBMq zBM=>tT^uU4uUh@+bG=j%s2>qz#c|nPRqprIcJavk?4z4%m~#jdgvHTA_hZQ^QjH#l zut4x#snXW8o&N>hwbCuGrs1se@VNQ&xCPd~mZ-wUa)E+(<|rtY%+(Dm1`be2Oz3y%Q0zA}s)K`1#gynG)8{V6g zxBN!psuV>Cs)~C}V6st?L#~)=uSql+s3`6=nIu(m&s2L&qKH5>@z{d>;i&eXzQ1^a zU;1)`RL2$!qk^=Ud-|QMyQkw-)eX@0 zu+HNB?!jH0k3_2$dlTNjnJ8w>CIywnocOpcmBMtAZ1c0v?^ET(Lzo~ePW`(dhkQQO z)PElyh>FXGuIQk{O}VF2r@mZmALw8DjGJoN&foHYI5;95$)!O8neS`J&~cvk^N+9J$PdfQhm<&cdbL=t>9B-~#(@XHHW5}a-iCH)m!|7-Ht%< z8^Jz95iv~8v$;K1GKZX4)QX&k7$)Z#ITbmvY!x{V5#-EO1y-@@{?4x27ro^>IKbIc zzBYnf(Doa0HSgi=6@+cwB)o$@(DL>;jIg&?M#*^x-J|90aR6^KV`}{59cqj7?Xnnb z1qP?B0&d~}_+H|?AUjEzv{yd1ty7Q|UBo8sF&MVAS2(Fji~eDg_85RPZyoNJ+aj-f zl7rX)Yy|u6AR>aC>7tYG<_9{QSzSJ`IA0epvhJU6tgGeI2l@W#;*I<7-FY{A^3KoQ zW9iJ`p)!5aIo}R-3<)S1EtIkxIQ>Xsb^vl4Gxy~A;c-v5rH!1=#D-pPZ`T5 zc5E7)=IsNC)yLujl_mv(K=rxVKwy!866Q3LK9hCjLf>0A*p^kGOz~nOFJfMo% zWYUM!sj{KyoNX$8J;dMyZlCPQTC^0PfSFM01L+j#s+e64g9&M$@W~o<9H4^Pqtu6D zs}S&}!L@*}jcXh0FO0-S(onGkI#po1UP%*M7<=WCT87b{w*Wd6*vMY}Y9d#F|j z`RX7X*KhE3&JOCCnKe@HcqrHVMNPjw(iZ?eDV`k*O2!vwYG6j+Q^niI!SE|66$IhR z1YfhcK!t7?DfpSXS%hUPgW>iB+%*Z1HoMCD?7pY*Nt!j3lC8fQ;ZH&1j5NJN2a1>( zpFTy7TjyK5Y7DN!I6+BxgrLlKG$WGD|8ditAyC!KgWeu0f<}mC+>lg&n>mT5oY)0N zi}R8aZ<;pjqE5CcHdW0p@)@4xvF~KEhwG+c8p6k~{b#%D&r?Laq}KCSf9D6jX2!Yi zsjGb!v?gb_C-*&+&Is<{{a|i^H}Wh)3IMR-f7KYdd4uAYW1+$8xJF_(k^%Z>Y*4z9 zuBv%9F?bKzNK_*lux28o(RF{lU0&AJmRcm{rh^xMjl{O)gTQ}j>-{`;t{i)JsDg|{ z)`9`~=NibjimkdohmI^lX7rhf{d0O{J8wX^}WJ>qaMR5?Q3?5ZH zkxGXGB4#JNMWoJmm;3yj&Uq0j4NeG7r6k~uAh*9^avdJXnH%Fe%b5_H?F;9|xXIIV zolMc87!c@q?!C#kbPu!7CbfIpI3V+9-MZ%4WO67Uu!#l$yjQ!r(zEl2)U~Ta0TC1C zo=|9A_?tUFKNRNF{ib$XYsrxi)G1FdSO||pXyix;)X6FMDgJQ?jT|7DMv$)RE%MF6 zZ+agN*~tw#Mv_%|m~7x0H!;teCNe8j3c`%|K{9v-0Tw3pF)ZxH()QK&laa6yz`^7L zhJ$K01v^ZxvPPU=3>E+wa4YB+_SzpW{0ept}%E?g*~Zx&}% zzBp7MO$fA=56T4rI3!*yTLKLFZalOl5um2yLR!B=xp%M5(>pF9sQ~|`#!BxOs-L&W z$lm078PoQSL2dQNdpl6N@&ISzv3Z=I@llDv+f3a!)5#IQm2}{mzD4&wS8;NtZ3&W* zvlg0Lm`GJ?T0_JvJUJui;I%NBLW2Vfd^0O((BNj6ymZLnk@XPi4C0ik}0NdfRqaUcDXxxpOt%K-XitNS-{2O!-qx$<8gs^_8Fr$vSE zJN2Eqzv3P3=(@jRiG;c~11WmWW>SLjGfY3h7L&X$NgGoYx z=_DL$9%-W!4%)XPDIAQj>opBP?-OPGMwrZ?!GZct9oyu5Xezpnkst|P$qzx7{ASd6 z=yEGUlYBrs6>L*(UB#objYd|0fUUk0Vzw7+Ui#4?MoE(JH3BT)xc!z-G)BAq_F6=~ zZY}RLD!bkKnn%{?Mn#K~&>IXW?hvS#s_SQu;YAbBq9g(h1_(I5ryp_?MEhPND@Y;O z!07LIH*+2bv7>2FUxgAh59a8S!iKl7CmlBUvd`nOcAIW8l|r|l2r{t3RDgCq_;TIRSg9d zwnR_WxNwuE_)w`ti5{UbP!?{izMy1_)r>g=0#vtAywJg~N8U-BO zx_R-OZusP>V|<)!gvl%#9MCY6k?6|pX1e}K|SNjN5=;(Dxkd;A)Ruk$eO0yNst7t z34>#K^-UtnYf&NmpySb39Dk1bqT6ePu<;YQJ)wwhum0W^y>I+fZm(cM+FNeVo1`<^ zUGO}2mdM67Nf0J@03Nk=;H~pn?$4yfw$4VDNTNZ3C%C52Pq{0`o1zgGX3_mPmO(Ig%+ln@kmTjT%JfZ!TnCEDk&beAZ^y$wrt3;QM5hf7< zPQXdZt-tCpnuZZ3(Etu;@T}>qJkaq!MV4>*oO^86WXTiBbZFpX7FL-o&ibA^%jC7q zg1~-8ox_;LW{!k)aZc;NFUxbD`)`NlLjw6FH0{Lp(Cc1mtJrt3MH{{}ZoXYImQu?g zp`(0df7@2vigW#q|+>+bF&w8u1n>p0N2^!X$+`sCX719`WQSkqB6;Pk3MQtg86T zbnF;{5+orj`GHcXt9-T0_Xj$$jipM_rCy}&hGy6eIj)5;J zC|nh_vy5o)cEUin#1+~@tHnhDnSG8fJ=)fA#bdI#1OM*mjk`LXT za;Go2>e1z{Bn7}b#a(pT(w?Z?Ns@@J5TLsgvZ|bJZeMZ&(ILwSlQ;keG$v+;Mx)c zWI9B!a)P!kgIAX5pv^=M@#?A%9~B{U9my?Vv7;iLIGGTzU?rz6S39RO5FJUB zB$0wb0J>Y3cjPq}e3mi3E;qsg95fDS@cD%$QCE+-m&DF5w9?i@r5y897if#~d_A15)vAyhzBp)h!(0tBw2DCKgsrC=H&~6=c zcPYl#L6Rg}+?wumqc>d#PM2+OKQ3xMJ`x|jEr}u<>v?Mv*8}-hp?D9JHVQ4PZkv#U zyF0R0G#Ynzlr$&la6iWf>dIN|6YT>^l7y`hfbI;))YbE}12UFCnM;QUN=|(|uK0;~ z(e;r8NfeZPKs!B)<0jS0z@-)?!fT8$0cXiobk~Lmh>NZiGi%wEGa7c>>}u!8(df~z zMwV;?jRGS$xk2+CZ}MvElPH;j!hjvTvY?0D3^U3?$qG{F zjKIr6oeY`n4t$g==M*Xo>4@5h?L$dX7H6ch)~73t1IT4b;)xl6?6 zimfz}2av#o_ajzx{%KBK3Fkn)*nUJOPUO;Jfeddq={U$F?Iy_);k#LHUOnmke905H z*ihMslF=0g6zA2m`6^BIG_ryey6VZ>%2kocala}m_-*loVe{YWU>7nY7j;6E~{~x(Q=c~F|>|XMmM97CUY=IC6dr|IO%$HS-tXhJGGCt<{^ES`g*kDURu(_WWXw9AIoyy*5?ixNv* zV}O8L_tisQ?c(dcmKCHBtaQ$j!RSgSE)`r^O9UO``)eGcjju&Xnl~6QzC&QYTRW#P zM-$MZBmxZv2=IZ9VqI+L{I>F(MBmSJM^GB=~17 zD33hFGhPE?J&@#xu$|}gVJ_8W;ZsDh!(3XDh^-J%`i|B$&p4vBuBC*dAnCy6O$g*+I1SU=ee6ibnn$>{l3aBK>3sW?qOVC|Tw+T^OA<&l z2tem6BJ{Ji1J7v0u880wLwq_+5aVI$yyT~L#fB-8BT@*R*+uVj&xj3EN|21)IVW!& z)bP=v;0qsOTL&XcB4AKpb{?hAQ!QXqf<$y{0UHkv>WeiWk%|otji>-TVL*4Ez>&`+ z%pq`;&gWIk2m=J1P@wj1vN{+Y3iL7Z{%L)D!82dIrk`cI>bWxj6T5oNk|&k~>1xnm z4IZnl?|F@kjn%fmenwpl^$N(@Ml_><#0^Bm(b_uX`X@c(rik}XB}z7e!U&cKJ*1Hw zcerLoiL?TPWDFiC@s%ptUWO7kP3%e)CUJmNXDBC%x@!fZ8xi>op>ri4263UCRRZzQ z;u?W-dxd}t?JN(7hpxofsct-l)=tHwN4)r>E2fep6}v_Nx}$iVr|D3ilOPFO$p^Hf zI6X?FxRMkA@BG|FSN%PEsdKd1Ymy|QD+K7yl$ zLTrvoawKSy4qWbU^gb{1*ovkE$;e%a^O4C5K2HBIa%A#CTH#N!p|4|SXKX&&&V{Hg zNe3>U$i65lx+$_Qof;OqnxYdY*}TI78D7^eif7JHWo%v3l0*s$0qAZK@QM~+1k!G_ z3#!Jzb&KGTt%|GC+1n9c1P~|ckB2Q8-a)&dYr@<~^VklWktNYEC@=`0BR1dh`X4(- z3}ImwUDe=u7ryid?_={WCb5T5g9zjB(F`Von<#cPgNq#E)tSo)o4i~1Fg9#TlgSsM zspJdi(2wXkE1vbCq@xsg^W<%ujcuL+`)1j;SspHEv+HVqS(nZZ$k=evi4zLGd)V56 zkNRE~`Bk}h`%1B+zO6KgN{fUN;cdqytvBEqYHZt~B}oi40?-{h(6j1-E}UnnTC^P? zEx@8d0u!DwUZ$ICZbV5O_*}D75Z60rom-16w<=8MtazxlpS?+AYg0fg^2iKDs3@FaimF6K=J~mx3 zvLpkTHEVqwc!s6g95ths&^St5kd4ObGmf6#V{GObN6YJ_(-}vqP`e|~t>;xJk{0BmkYE|fhv_-@ znt48~#PxCM%);kQ8lS6+)zRrR$Bxq50)vDM9_+(=i?#%AqS)RdlQ=-C-%xv6kGJG5 zG|y0tz#u1s2SYhc_I5=>9sCf0=;pGKB@@vo;J|a#a=Ud#Rbz8hElI>z2taqTHRo2i z=xmLyl=kO8)tz&|b&>>H0a_P3KFSrHBp6{bg9ZmQTnF$EJBoJzElVWPpn!uDK=#?v z9CX5SmFRk536$7akK5950<3yvvs)K@QAl)vZN-J?G+3~YQ%34*=VX=WGHPUnXavt! zq3hJULq1q*934?@i9tT@$svE9ty?BmdXl}|UeMIOd%@#6w!7y_mDxGSC_B%$%k4Q` zF0xJ4IPPhayb&n#Y9F`0?W8gLY^Ne6uWQk145Z0q3=)jvG1(X1k(e`>G}2@y1}V&h z#@Eu>WUr+Km^4UXCUgu;LMB>TfJuV{CT`gAuhWbVJ6e{=f?uZTw32&TL0virl}5Lc zMwrOL;J_44ib8jn@MZhaDTN;s^sRFVN<2DA644a`(A^@~78kDi@kP)GlQ}dv zAsV~ND}{I(jWCgh!2u0tkZn)1WxR77J;fmsSj#IxGIG~%S}acPmDR-%g%f0xcTqARi#2*g*5wZuS{FK-5Z;xfmocaau_*;XWDNO19$qxOD!> z2Ng+?<{UrQGO+{Zwm_LshX?z3;et*MWA$}LxFAt74TS*$p6jZkzmr|PM<#(hnF^k^ ze7rKk8@x8pD5F+jKck-7ttF`Y+w6Q|M(u{Y9zx;U;$Y%rx5e24`x$j6@~XL3$=P)` zqnaCWJ#?)7cd|>X4RR^Vi{$mv>5L=uQJ0OS}S-O z$jjMEUb$vu4rL$+5&{h31>w?J5;7wQlc<0Ztd-badrfD%x~`*X-NlpeF6g2m-P40A%Vtq^r65zFbK=V+%$@fo-Ri+our3l5AJdsF; z20lC#Ti>S%#kRnHMqMc8dvlBg>EO}Wy*XTDm=-W$t8ZtE7Pu5{uFJ?^;m91M))|d2 zoP!*Hjauw74<@mPSAz(P@pf&KA2!D{lWvVDk%z_r0iG7pS2Z24;x=rtX<;W$CIT#w zaqF5U;~$(6oAwwwT40z^g9l2y^>L3Mh;4o3(+BLs2l(hHJt;TN$@sCOqehl!fCdG+ zJFP(BOwLEQ0whR6SMmYv)Qf^nHR9*@#O8Y&ElPyf7$D%3yL0wKbh(R1KiDTfIOR@@ zLXwqxBTG`&uL@3|E;th zB3%JF!I_`B`Y<*)OBZ)-y3zusKb}w+l#MW6$UN4=_IK1JY?>BDh7~60dSuzieBD;$I z&dVWVD{Lz*#Dis$UgXFn*N3xFHoin!c|j@-8u&QDgz_J{_o}RThbKCiwBjT-?Ze;s z`uBa}8$O}_11sLpIG0dAjBIGc8>p@8r+LP;O|&?WCqZ+5w{yr z=b0Y8&trCMrl$nS$X%4?Z909CAIdA<>56UBAxx&w;K0pzW`!@g8KMKVQ7T{yO(blP z=K2a2nc@x72onura6$%oPS@V0oKDPaK`8V59-C{16|nbOoamdfzv)tmD7-=FCAc2WnK;}6QCGiCWaeZ96VB+M!!i~?-IdCIOqG3>A5T|jW z^=`~pqZ=0zB%+giK)dSuOYP#-*Rlcx)Pg>6aOw!1(B!ZFj`mDQ6L|m$OdQX|w~0Kn z71zh5GYcP5qdsfF$97_e)U+gtf<}NTJai}Po`Ei&Ohc>)K}N6Yi)TE1$D(UVg6<7M z2z`?bog|6q3L$`gbc1xX?n;t`t`UIF1H!JTH}sf=qu798WC;v_0uHAbELN2Dq*5g3=V9n%|`GbQG*YAeqRq&)qiPDQQ>@lB?(_k z`XFiR-PXvwp?sz;c6Nq}V;f2%OJvoczzUFK%(+UBOH z^VMssf)A3$n!?BuNB{+97S+TFtA;VT+k8UlvrF=)l=p%@fNWp zilnUPtrLHewaqmhhND?gUVO;%C2hbv(oK3rMhBa(e5$`SWT%UQ&OoH^S5sm7_=mZ{ z)Vv>67n@w2q{&AYV*638G?5~Zz{HIa<~gsG@i7A8`nYs;lF#+h>2T!5%=PXKmFJ+} zYmrdiX(BWp*Zj>SfIS+z!>qB>>0~TRwqwo`iiR@-70DZQje{n5H`Y&?sH+q z9B%|AO7u02fpX`^CDM7L^c9^SNYQRhS2%E&i#;yUlNzLDBZDE|v{BPgbXgbsCdx5W z#ctZ*B1LWt6U1Eqp%eXf++gwkqh*Oy8WeDFW0rpEUh5nmvmh?a#JntxPlYe-?yW7co@vSJA*0Y>7T%~?-*eN%HfpxO zeny>%c!~%K!i5vDDIyoyL(92zg753)Qn7GC`MR!S{>u+1jASvir14$X5bM}rCc5X_$qUobXyD^?Seox?5LORB z+Xjm6urQHfR=@^`oOXW(2PI49piy84r-$|IsGf2|ME9_aurQ0x6b=ol z;j5L?-bT|f!Xz5Nfi;{K|G@jZ(JlT#nta%kbl^I1z`Z;vIu6KpC++R4lN=|cD4t*N zsu=BrjV#IT1_kOnjau_GtIp49xQey2(Ty4t8D<1b5OcU^mDpa8bl^J8<@0=(zi`&1MmwYtCRqSDVH(s;5 zz~I2_JQ1QVH&55AEuWN&O@vx$G7*CmWYUaHvBH?aq>&~wF-Ty-hw({^=6QCu=aWaV z!}v^MA0v%8%!;q1O2JCn4`{RQPE!ckYFY7WG@lho?6s9b9J19ic?pulepZAy%qn#W zF8BQQuZUG%>9gLm6#}^Pul1W%AZJZ{orf;|@qMI-+Dumyu?^F$UP&>M6 zkRSTTJw?2cvC1*G6#hL0=!>&+?MCwKG@iPC4`A23=U|xb|`5E zlNCq29h4}Ug2Dg+ev%MTr-y25-M&~Jy)&$~k$HqKHb{(NgQV-Xdm`yhT*v#ZktR|C z5}5D|@VGV4c^Hk&06TGgT)J?|_gNgbDiWz9Ec^-8*nJj`Opz8xg`v1(U*+qgGg}br z*o`QGiNOE?K2Cd;^S)#3I4#K$p}T$}Z{x03&ZWY!ZJZJ$AuIV%*?}$#e*RlDGzpTR zm3%<+=JkpmrD|S{tN?*<^Lpiv(?+|T79}xgFkl3p-95i7oE1i~*`1aoz&8jo`U_ff z%1^3{Mc0x9^acUwyuRyaJSfH*zY!I}?}8z(?=N<|*A-jeNsa_f(xEsnbbS;VYrtd8 zt|bZB4Fb?HO{OCMlP2&l&d%vFvcso8$7sAg)O4F>gCUAi0ga}Ry;N1an}2sUtdiIZ zdF>nwJ0DU>?1Q9}7I|wj8&XRIB>K^|VV5-b$rHoDlW>L#v=IqV9M;G{tIcj*yvSD7 z@ywZLdN{XSms~bze3u#2l4xkRW={Pe6^lkRNQebM_r36dHopM0NPr^8Wtuxt?9Oa` zt-vMK-{o;1z0iv}&aS8iPT$c?G|IbFPJrOu(XhWy8|; zTe`95;IASYTsbmSrI}<hH|w)RbPPZc3HFK0rE6j;T1i?N$N-C^=NQ&*&uo zZNbM;XFF6Ub^u(TIFKIPhy}RhPHJ5sv-NCu(h>nFr4HLO>Ll=Wr?XQBBNMPVliaSi zyK?!IE}J&dI8#G!Oz|gkE3gCrLQ)_hkCSf2m>ozgxqz2^UhnqH-OkBupYOy19P4-N z!oYq+djjvRxdi~B0G4tZcD4sA|JgYW7Y!0p3h5sXGCP}VL;_T*>E6Qo*)^SQOvj{< zUCIZ(K?#de`i-82nDc-SsyfW zBTxE9$YNqvNG{+_3A?Ykqhv89EXf>zbw|olz}jPF0b{F{lJ;@1f=*#<$nDqK8>~y9 zH5;xozU`EUKVTQ*+oDkD`xl#@ruz;bShE|a!9j4Lm)9>HR7_Vd@Ure4vf_{F^!5q| zkw9U1gLf$kgAL!ACekJ8^g3diNI@jDmBWiSh?m0S?O{B*p0`78w#y}`=dE05ZAK9t zy9k4MF{6mGR6v_ia_1#B>}G2pGfLhk8#H7u_XqV7csU=|3jliqdntgmP-rX%7>qjk zgL?@A3>OX}-y;TH_O3Im^`(f6(QyJ-Jjj^NLEvq7kT0fl&?6co`YnR7IJ;UTvJ9)V0JVnzWhd)K>+B*<;AEX(lyH!MFc6rAfHM>*yO=i^ zn83x@aG+e;n;jnwOiX!lvo=FT5s)BldcJwJ*lrik=#H)XbTJ_t=9p(7-HuhwCD-8 zXnW5rQ1JU~V^s61zK--`WwgbE}OX>Bff{XPXLU6Shl+T0o|fYTQRoIVyEYGZ9a{4 zM*_^vjkB!DqWH7ArYlOz<+-V{9lGjbV7A9iN2dk=r}OVPE|>7QN~E@4$lT2wTz(={Idl1qp^D zypvv6H-NkZ@3fG?w=beLh47Lhst69&RtMOPSK0ZC#lt7>t3#FQ1r6lWy$I*ordl1H z#pf^LgMoq=Xu$edK#4De1DX1~X;SXc3YWYt_tmzi90oJ$exwn)43L3JR_9$R7qOMJ zQ={X_3q_;=`dx{bF_T;mp`7K*r-iy>quQRA7mGKVe^TFF{Yz(vbd4;J;QwSu5n)JZ zJSH!&@!xe^q49&(Gsa6%V|6gePG9A?HKt*K_n+TN6ZDXWO&%t-37;wZ(^t$W-K5-4 zL|TRVcYN9YKfbjl&{W|CpO4U&j>GgK!5`d8b-@(cesPMnkD5wv0w8r=vXz=}kb=O! zI*s<6!Q^nrKlc=XQSQVWrHiz7^Y*{J0@mo5!wm1nn?Xfe+c$VH{MWC5IeZOZmKjw> z2|YjV>HH!gF?|)PjHf_Cqtvv=>Tp@{S)EtOD6Il8%A|yX$0lXy>TF-sS2`8-H^Kdz zSELSkO29bx=0%rX(-yJJ^G{w8n}9n^@%B7Z&_uNqPyWR#VhxKv4Dz${4APEtXQp!_ z2i*Vr6){kcIxyHfGYwW%q6_`YSH(gWf0*R;c#|MWwo|x2eg#Yc-Y~(quFT!{DTnVJ z)cF0xy4#53b9nnJKUp>FjcBf=Z$QJA0c+W%{Cl@fQ?Nvtz9qZ$xw<9F?$?4!r)K$rMv~ZZ8J@KFB){`5t z(6CPMA+=|kt~zt0$0(KxWk(B^DOV@cQCeD;XGizkjQ{JEF_@?d?DWPAJ0X(U@pksW z$fy#UThqWCRtTgP9+x+%t3M*#{4dFU!vmgT0qzfXtH>YSa_<0VC_lD2eneRa-A+EDexz@XCG06KA${-Hl0Yxk^G->c@-e+3 zR<*^=7>eq|3Qh5UOzs~NpSjlQ*9X4y<&hOfVyF}|MO~Ftx*Uz z`*5bsD!oW^plZ$@kQ)_RQ-rdhIP>d(;c@fb!RdU zU~F38)rt5aZD6erX4XPqzPC!_-@h_ZE1(Q)HMXlNxjk}PI}cCaRh5wERyZ(+6#`um zlTp@-2j%ub{^C77(@5(kX?5z7u2($JSRy6oGnrIl#K+3 z1W7BL|Nh)c5CV%(6#Ssx&&V+#gs9pPn%hw)nC34sx;}^(>Fh;WA>0T}1*%Ybs7&88 z4*W*GFBZ?s!)2D&7hKcdPFAK2Y>b}lgN_}P`>BBv^*<-)U+bjZ)AAqPCM`Kls2f;6 zQy~UDD(X9zIi2ymc7l`OA9jGAJ>NadU`%08p%0S;Jm6U~dw_2L;!Dk}#e-%PAg}`Y z59fNo0BVm72EO!1NCK_XfE*RjF4omq&NqDgvs7$qB_d9!jX^Afk&qsRl; z@#U@?AiWWzVGSDua{mDyjx-t^`>0qR^a81@s#nfU2mkI?JB3x2f*!C_AYe|kQ(asX zFIYM^dt7yZK{Ah_32Vh2_K2@Lmai~N-0r$#vxW@5vyHCeE4`er4ub|w8?a9HnTL1h`lh1i?B9*tzznxFhi0x+yY#7rV zhvXacqbq)h_4#~)B(k5J!UVBz4_WVuW52|TVvK()nsGmpMl7lD>kTWYgA*vms*|~O`D?dDCCve9 zYE>V2QT;c!Krf3L6vH}^5#^=7RDQr*_2&hSzld{)b*FT)%GJkcRTJfSjn3ywhE z=T}8WQA+PA^_uVBxdlb)GlZI0Svy5d6OdVv{)5}3B?v-E^v=g9sm2&-*tjn9HJvz@ zsr-x&zfE6RI|6p1^Xjgn#}eu;LSYDP#GS*7g;mS#EG|J{l~Kgxqz#brH*G2vtc>1w z1CeL?8YHjqMnF!~Rp5-G{Op*b^lP_Wq6vbnt+EF;URm$cwtRnll$wK8bNYy3Z|RD) zY=XKXUzF^pLMp$r-K}XU3v9kn2NigY%JdVsJWXAk-Vo%z+>(Mi!35R)60zBK(Z4aj z@o-@#X#-AB28YxQ+RRN$|JqAd#O{82T|6YCuBieo!QXz#x>&SOF2QzOR7nV{w$uIY zZO~8P2xWsY(N)$DtG1fcXA1|tep21?*+D^UbQ;8KMWCMA`b|Fucn~j6KahiZKRGtQ zi_Hv6t`l@2T&J0)V{c3L*$Ijscj}Cd18sg{3MR-p=PGD1LkW&<2ChEh<9RQ;8Blzn z1dekX^m=bpa{8I2gBX*%jty9TI^<*zi~XTkz4KmwzLcOb^MHDl@!s|_reM!I_-RJf zhEDNvPL`j(#K$Wp4>3-)jvt&anB;nhh@N(6PcUxj;Y`yEte{V@P4;limz_y$#s1s* zsfPy`rC3J~8V19K2k7R$zxmRYva{dd2(zb$m1o*z^mkvnIu(XI9zAG?MPb8UJDdt9 z=(WxCS(zhr{oLq0h2&T{r(Kl4_0mHR=LX%zw+(JW{PNodJ0-@=55xZG<-~ver56p$ zid{|AY=zqYRxHY`xkRD)r+>e7e31k}q}U&PxnTs?a)%GQ&s25O|1!5KEqqnt^TZyQ zeq{ozppF~UISw6SeV~=yHQjPV$5G(AC_%C5+Z5o^qX36h>}3jN&E0eD0vy8LT`nFf zFQjwua&;jz>+Bz*>yRK>9F7;>Yx~3IoV7tfFW?pnY^6|5@S4Gmk+StpXUK2ymYOieOh) zbh9>XE4sI(+-q5Uuq~e*3%c`-uWN`egaCk4Lj$iWE}-uwA?+vc(k*a@>dB$lspIA8 zx;i@Dr&en;GV&@uh7~`q+Jn}s&j2|n=k^JD;EI}d(P-6Z)X`nS7QbSl2XUf;9ziJS zj*a&~mfK}rY{W8*?-TUkO;pjL2L;_0vInr-mW_W3g&5zl>j9jsA?F7b-64n;(fmSZ znC+_ikS#CiQpTb=z<|Z{_`c2_zh|k!1F~+IH zSfQ}oOxnXaREK;GZCEk=o#>{wA7q?1oEOw_2VQ}c9S`Mt@ea+v(0RP;MX}Cz>JaB6 zU*Z(s%L(B0)u=EfC=+Upn=jwhm#zwHlz(M*xiElX9T<~IUz@gHI0L@dJ;bq&Ap1F4HpZ4-)0Bx+y!$S?+KlQ zx4n2@Ur)QF%Xs*Slksa;!YIQ!`JA9jD3CQJ#lEX{eDQIrYHx!~R7FvOChnA9*j{Qs zCPj4~#Nwy?!a&osX=y>DP=o20%|*c{$m6?5sgzNSpvU<7LKiSPM=!km`qFTMF5~Nq z=V33uzGzC&WW0CnD&E(7`QD`%L6832#SSj?l`2fu%FItK{n|LK+JhDJ3H1Yf92!+z z73Vn(4>FbFry^5Tev25iaz|{#P{$n&0rG*8_~ol%m}!M%NKMy<(&nSnn|b-#7*f#2 z48p0YP+Bjtr$L@oPX9YUr}KT+Io)-ZFE0xkZ+3H;pB>7WTZxvj+rRapfSDO9*00|A z;O^^h>9OKvzB?T2B0Hnu%`J2N^C3p=Ep(1#i>LF1V}hUAnHzYQjLF!oPR>ptf}7cm z>u_5YXUB_db=>ffzC0N<3lPk{uNm}pm^BkNS@XV{lw!6Uym&XdWPM!l{8o|YuB!O? z8^3Te+i57UF&md1tI=Vy>zwE1*~$1AFfjTy(LVaL8di3{ctS$d)U+P|9TuN^S2V=g z4pKXipLFR+Sb*Oa)dtDg-611USpF`wHt$mSH6c=dC# zu|Uagw#?U7Rk0bx13~HK~8f|&Is935cB3iNtPT(dv|1#7)ANCVoKZ9L<(q03FSds=z8krWzSDiFYl zQpjThoko?=6Iu=Alu&afuLj}CyOSvo)$=b@}dm#|*Z=?=81g2|1Nmxb+l$tN5e2PV(o6*1_01f(MsofCLviO%1O9x0m zlm1vL2(jXrJ>YS=SlZ74di2LqTZSFYYz4nLuIOG)Ts+9*j0DQ(hH_pAn!qmNHl5Q99RPk%2+ z)+bP{PuEW!qycRPYBsY91>05TRgM$Z>;O8rn;lf6JWF$r+p8LoKb)uXLf{ObgINg~ zz;Go{9cRt-;O^Cc-09pEGC245oH=I`mG(_h(&ZSco--Xz*K;1j1Ui}HuLJhtl4vPj zsn$Evwl0iMWhGxW_NzA(r~*`=m04fkuay}LXj*PoG=uZA0l}l)i$jC;s20O~`qEpB z9v;wVREy!rd08z+mSY3*1~S7Y z;6joKzp4Rbs+=%03=@C`qhhYnAQ0&6EcfIwx1S2M8t88@vpiSM<)>69>~DnN!Tu}s z!t!zv2<&QpBBwzE+F`n1yiwEG(=y*5)YdummFf&U9+${}{bcRqEQ+wg&!)9PAeaxH z`5GvN;pTO+5iEwV!Fy?JpwnKj(=fQ-<@Bm|#GtXt@)G#I7A$r(1`pi0A+1|-(EQz0 zn!C;Y;J%rg&{&azre95?sgoqAB6qqq|M2BUIGH3Y@$+dcF`{7}JcRP}P7q)TTTF;` zcdzLrr*ip#GAVmDz}Q+EOTVF5H;x!IHaE@(EN|3U=#1wbnlN58vmA8LjvlVd_U_vD z!E=!UNW*Q}I4;nufBs2LcvH5rcwMcCe4=K*rAhG9%|C_l!Qb2$8nBl5eYe|yibw0m zQvAPivOqMJ4Rq`8*F)MHl#4v2Lh3K0(~SfV^MF40dn0JCoPjbMUXf-kN$p0VLTfUu zH>R?Ju7hQFD9(@T#S^u>PW__ir3p-RZ^|VfwLEFr4e)?I=5VTTJ#*v)R5_lqa)l{C z3n5z2c|X)6TP`TJ(XzQc9Rfr#?q2i9*Y)3M6=e3js_AGrI(4%;@=c|K%TJ8_Pd4%c z;X8r^R1$_YhNaaA>6fTHA^rL}D{7Jdlt&4khiDdbHUtVlcDzp;tDL?4s zuMW9cygp;;K+U&is9C(AgJQxwu>c@CMu?I60Q|H&2+XS1M#fxvS2~Mk? zzy?a1>)GwFXRvv|ki23;I~vJG#!I<|gJW-LHFT*!y?Zmtkj}_l6(3(!&OvD}Zno-K zETGh!GNS?bLrw<}N?v)xW#&?WdUs}&+5Yl)SXIw?@E=?(lhzko4p8XrISK_!>z8lV z54qbwwK>6`x{f>14{td5GagWEY~c7%=S@#`#d4w2C`z&FYrR1s^G=pNVc-~G0i}d_ zM={tNae9+Xxz8x6*;4{Sii z)80th-pERGbfWCaALz)qulLYFN%qt}N!tA?tkviU=?ad}%H;udgaJbYlP+gjJZ_Vy zxAj>mwGNZg9@)`4S<(m8vEJi=+Qb+lyn#U3@+zG<+6y*RmsqRM#4geQ5sR$ zr%N~JoM2X)MmJ%J6zW(&pEtwd(8BafdrK!I&|)(&qaPfqPFzeb7wFcLCw9z*8nr!c zvMrspwa?U^b+@G+-Pg1*<~X6x2KvR;E;W@RIO9#%E{g^+B7m-7YpSAx~X5}E8fVTHp>iBfF|Rze^HEHfWeyZ(`NrY zB%sZVa=F>;U(`iWNT3P1D=U?k;9-gaG!Yir2<@b35H%FQR2e-BR=3^N(DI>49H7f* z!fn1f*|}c4ul|2$U8-d&`SRJZtoczigXhAdO>e{vbiTrvQH1M)PS)SwEMZ`Ru(16V zC1q)ACO-5{0Ga+fpSgcJc3yF+nI&LQ?{RdWy6OYbJ$mFHD@lRD%`&lmViXYIp@wi! zMYsgo6C;H}7(BCerVcJP6cF|*o$pt>#hb_V`ufRbUayMPUAo*?jZ&=F#hRvJc56Q4 zGI)ln78t0VW5B>wXt4S}*NtwbCN!&x$Ht2xpO5FvLBU-}9R|3s%UyFP_EsGU$0B=q zLiP?U_&@T4c|ZU2b$*~FgUi z8QRgM;lTF`lS_o^wYn(&xOT3#8Ej`~Sl`A3b78P{z|s_q`W`-ND zivufy!F@yVz7xcUM#6+jzea6J*q)xubQwHZCSDf-8CnR_{X<%)tDar!Fii%RuFcUz zM29xQit>JK_DhvD)fsJ|8EEkahmYcw>L&r+CbxX;$l%Sld=fPD5OzKfl#$A4N0iXu zP|}PN>Y)I=CP%nYnfeJMTo4}`P3}YWaj`mXSNV2%-8m0UA!fS13R_(VXGkXUAIkyC2+3~0 zGRul?x-dr%TIFfa1rIJ;OQchP3RDwzSNE%y;L@1}pf@&!N~lAJ0+SuBFG}5%qq!WQ zjBpBde`y4qYjCC|k#kw_P(e7Rc1Q&$S`E%~B_nUeD`5%ruG|%C+M!E(TJ|(qpvPku zkD5OgPt0E)(EaeG-&Rkm-4;-wQdn<{qJqK@GTBk0o{-Y(!dGi>LB3ry7SbHGY%b92 zd;JDcz%}U_+s7p)vFr9F7$X3Nw zxul_ooOf*pJ19zapb?n}3k8I}?RZIid}nZ8HVONE+qe2*-wB#S-xhZp`!DqJa~<+n zU0n|Og57)@kpZiR0b$_3G|W;Bo;QLR&DH5>T8QBJmj`*$a;A2Gh7m1JMwCH<=?@Mv z)pK1mEW=n1&Np`2t<33xp}OXjdJ6}J!pTbJlT~qcyja|!8{zJ%-)Ok8putAUhxFRM3!Mn+fnEh+iT4(g6krpDh$ZtOTt&{gPoj?wj_J&hEvjvF2T2WN>Umr<{B9SLY7 ztWxRKhBkhxLR(hH?SV(bNh5s*qd&;Vs&EF-V``}!nn5SES&}y3omb4|ZmLu~63|9i zeK}AndU8fpAWxY|V;i%|g>!%|LW4V?%b_~Zb%lb94bIplsx5SPrA+~v2q%B^XtJ&@ znz|wcIFg^8(_Np;>;CqQ1iDeQpmDhD=*-t;v7wdWdWF<}@d*E3Q2&p{bJbyMOuO`D zH;Mu@3CD+CF?8G2x}-UOUQ+4f!$=a)Mp)KtJh4}huAr<`CfzPEDmaWF04>}h6x~}m zE9z}U=~}sXqy0@C;#BSUs^+uNwMC1STAD#T5OoL3dpx~p}A zB;Al{m+;`C*RfSWpzGp-xI1(bBJNj`!970lY&>=Flf}L;+(b(Xb?9`K zbi%W{{ZbdUN;NO4no`d7;*RyZRG|ikA4it?5GHKub_NCryH0L!yrvqc ze=JvgL1e0C)<=O2-4S0?>^3PWBK&-!CYBQe63Dspxe__Q;(YZq+<0{nQ#r0p>6T`y zR8D|_#ePWYg7Np;YGjAWUpR@)S}4#P;cdtRZFZ;eHXwnV*kM>+mai@DsQ=NnbGOr) zs>9%cfRekyx~Tv()k%{WbeJ0*6m_BIjVOM!e|wBSVQUTR6pkOF)llI^rNtY^0SbwI zZ?%B1QD|=|ve4V78T(Xy?_NMqb?2X9dpc$FNEZWS-S80^-~6!~NOJ4`_~EZX!;dEb zRos&Ur>TOdY}d%~gZmsivw+h!EcBtc7dcC>hHsY?Zxp8@k2lHNHxCE0|%O7i!FU8*4k7pb}t~PjxKss zgPSUP;DM;SO-qMhyLa5}*P=%YHUlDmS^tFke-F%(#3)D{U*)1$A?OrT4;MvWh@AI6tNoDQT-g$k& z*9;CG3U7OGR1FRDfMQ~mrHGxK(=Fob>&3knyJ|}<8BK7$+582~n(g|js_ZCWP#04x zk^sIocQ0Q_l~woQfv7mw75Y#zZ>qVjAxsb!Tg%|bepet>YdHW3x?*=A^sU#lr|J&$ z0)na-u|r?B?WcyM-pHJ{l zGKM>jo+_k`0tR(=C$w&6`Xz`?GI&hi$d+X!H0X;f1^Z>7@N9=kwNh{#GRV7o0JZHe z^35h+yruu|c6q;?X!Os;03mmeq(?|6Fx9Gy02Jtn-glX=&oi?!j=TaXmG||)fu`6K3VbKI zVXB_c03_&&gZQCueaB2Sh~JM0vSQm4_|)sQrD}Wn@IX}T0R=u3>r|>9&=4jFhbxyl zt)CXxzD$tzbF5_H3rOZfK0l`Dt{vf;|*e|p-=6~F`0 zaOLtpJbmTr!R#em(oN1gbx{#r7W9twyX3a1qQMX*2#YJ%!yos}I;L8=J{}!Ph_NCl z#;<*;8sY&+&=tq|Lf?vRoobwK5EPWfiWvGD{Ybkzcxt}}CJ0Y*3852nYL{?2GUCiv zxxJ!M$s%h;58i41^_CuPl0rwSnXeJBu(CKY+V{O*_fk!a4x@s!=*v%!8@f|t|2*GZ zFW$9&mkgcCmxnMxSoG!K$G(YE`SJiH=!)Z6>s;@CU)(o8-OMu8c$S0%V(uYPdd$@Q zKq~NGOf+s9!U93DTkd`27jUX>c>oIZ!~qTW8!ul>HJ~8^ftt8I)crziN>goW41$5; zDDOivW;dOu@;+dJpcog|Pe00*mlfT+_4Imi|J^U%!SBK_eyX@QgbBi8>l6G~Ed5li z&oC-TPqVU+nVj6pPHG~KS}S9k?$G_};$bsdAcf9Uqt?BEu&vmymA~|ZXsSV@K0FY0 zk4tJ=qUw2_Z=Yrxb$;?yUYF{yl-9`4AJa2^w6b~BWAxul)n3hF1Z5vddn?v)qWxm~ zjhCxyLkOxqPN%AJBkwGizy4B{Z7D(Bgl>$+$Zq&vt{a09lodxxHsy=Mv8FSP=t@DX zihI!f?Fs$Ktcr7!-Bcqbj+QD<8jlVo#O-(^#E1@-YCGN(d?*rI8bS=d!P0QTv3L-X=^2}->!#SL z4kGeVU|DhP8Gl{MZBng0laWA99IACb@#|Zvp;{3L)WikC{0nakIn@GT0S2_hv3LHy zSh-V;y$7H`Z-loY5Zi6RX}k?cAUDF>gm`iqZ*xM2nEKEruL-#iQoODI0DX33e7ksq=~N>8V1g2n1?k3%RSx zJzd|jcw~MGqlBqi$N&`RiBrJtH)7RFH3b|51I1Am6spUqEa+4WF=W-nI)72DtP`;A zR~O~sar5Wy{5YZDQ-!RF6ku)f_^Yw9L`O+={MBR;|MQSZm z9cdp%14%LN3!nKWP8IiqV4x^&x$wUdV@|3q7d>#GIkLE=IC8q;1{z4dElsi0VXWKz zIjusWhRWW(zIeZTa2FRAQWr*_`0@3}pZJDPsQ>JM_{)iA*rOOhN3owbS)$M)r|Rd$ za)E;HBq>C1nCMqtR^e$TQ0_qz<-}m{S6-HaEgL9#KZ%m4+;$E8^_Qh1$Uwz3wNOas zUs^46@_ljBL0h%=UGQ8`XjQkzXLL*2j$hi8YSY08Sd`0n+Sn6t!?ZapXp5O-%6JFWLsmZc0)m_(3pG9OZpz zUu=e_@;+dJpqScU(Y4E)a$oEhU#_+f^e;lrm@2goqk*Kjd|UWTEbCOuxBKuwbgVUn zw*Q3IbXs@OC!ZJP8Qmbd_|W`3Wkd{N!HQx;^gcRWL<~TIo@_rl8jf!8U3_SMp45H; zED)6K=YDiT`^iwCCx-3k&NpIJP8GI;V4ygvh!ILp5w=~1zyd*Y!w*Gex-eHCSy~^8 z)uXz)sPoO@?09}o8-&@7GmnOPPezute0e}RxR@jG0&j1s)zP`n^}S?NjBqe9jvrvM zrFHi-T_M!)JCnKx*jXRgj{YQB8Cn2f zWZL@xqx!g|9?-Jd?5cfvQ0oquqYtK@qb()?fuXrf+=yCTQ@NMRrWd?lJW-wD{heyP zE|!Ylfa(SpkQw1@{Cvt7rV=BUtVl;wOz$TlDE`fpR|9xpzfx+)SYgx zr`0jlQ>MT++7aTgXXpVP^7T49Qg(ZjdU)8-!?cE`JdWG*b$*~r;}>tz&)4bf@7GuP zj-tXMS3eo!!Ig|b*BL?qH?tz|{HT0mzj#ysBqlVLu2zfCg{$kce98S`Ffc%x)zIKi zK>!f?)@E?gd0&xXmU(l?Cm|rrLCXZ}cZ;yCQ&hQ5txM6%Q97Mh|NQBCV zR%J65_vc$du`rTBK`w&BWx-95pa`@~zrle-RpyVlE zWy{LJ{$iw!CAr{$%F}Y7lXTS9bqD(OSm;h%2=ScGqSAo8wU0%#!~xN*sVZBdCcI`2 z99vUcVL)>&+9XlSYR7NGiPg^%2gE<`#D;RaFKW6NlBOcgDKTMc4o5*bAh|MujrI=y z)4g|A(98m_Jj0=X2;2w-`Zqe7uj!&%rtVKf`mGiOl>gd6QMH3=r&FLm6A9Hx1D#Bc$gTR5k*XR|Kyup_-G8A&YF3WV#>QM*9x&Z@ zbXTjpjSo2ut>(O@#I~bcB5=RMu_~Ppu`Kp`${EPGJo4R(w5}r($ZmANYfWKr=-BAs z$^^Do!q=2IY<(w=E@4Yv2vcRqs@6~yVxb`x)0PKJr*t3a+(OO>BTLs631laSFt4c& z;Qn}K2H)&ap~xIUlnV~#09_=n=G|36cc2!T?#geeGjB2CPB%D!MuP2bplNExz<{CI zg(x$W4fPAW_%Fmpk*mq~~a0G*e6B7*SS`XQk4uQy+;K}UA zK2+JcANl8DcQSqKcea!n?P%i&4cwenYLz^VC9?Q19b1+O?5?KT@9|#OyqX%83l87a zwnE;!LZ9yK$*vcYItJhG-=)Cky*x8)O|{QvdR`osmzlc8FMCRBrRc|bU2U>rd&L~$ z!&&C&0fBY8yiZ`~_E)CoeF33B@7gf?#kPB6yXN#ZOcV)Zvw+1Zl})~Dx`i3lV?E-- zn~lNgGLpxe4V#1{9enFAtZ@&eJo+9>HMIMJ4vK z?zZ|ArbnfaRNy-vecY|oC`clYwxj{C>#=HP<_(<|Fk?^eJ^J#1*|j(C*EEA$FPcGi zKOvgl-UtGL+G&cHnjvb}w$nBBUhu);>0?ilMBsLD)4ZjUx^tQ}yv&{*^R-$L!+d*s+ziVF zhpwgQ-c2wD?+620*S|F{l>2O5bwWT8y*j;ODEZ|p_>8&jj1tiZusnc;*Rclr;re`t+3&Mcr>2*+n zpJ7Go)rbNTtNUi7rDMPx7*odSq%b8Y|L2NL{23-UL;hFBMZ1syTd&GSyzM@Fir0%Bji&Pw4)q z+pKg)8QQ-aRnnBeFV!^9u2`02f{*FgP#engM;lf!`{O6pin@4Sm(*)lBNj9jyS=E7#g=BjSy=cNx7Hd#`moC9qkLmut*>~> z_fKxE2^y}@_p@X5y((A58`n~E_q*v;?Z76r0NrO1P2D?NT9)&EvE5g-q-FA^&cU0Y zsPm<*t2vfss8T`5efoc-F5w{l1SI?Gs5XFBmO^MJ=-{om(y6rAEtU0EyE|@zcSNjdS=k= zUiAO>O1V&vQmAX@#HHv+WFXuH1pnq$w3AW-b}?u7McakiKz|wd|Ncr@rBwkoF}IjS z+eBIxVOOsI@Jg9S(gv0q*`W)zV8U{cfAvZk$60S5XgU*+A&(t z30`Lr1~W-ffYG__emQ*#92X#ZW(x`FL+$F%&NTUDN52o1k5F(NISr7BGw zWqKx`eQRqi!PTWJ0>(Y1r-Zauw| zPf)ZLpBE3n6)F!>~Q3qPay zeaf)G$R2)6La+fj7PG)VyX{V(2t)so^E$r%dIJBvR8#pnZ)Ya>quXf$k29?BBsLZ> ziDcI-Z#y!~Ajv1L+X9(YEBffeHs(&6(Yf%dphFAQM#%%M=F0NDI%a~|;(xeR&LPr; z?juLl+rlW+7Bsc@;NnQfsqg7rDOx45-@6A({m-|`0zIT*hp8=vD^ji6r!51#Z-2X5 ziXdg!;HM|Xh*luQN96~s4*cWW=>eb$ou~E^shrjBwZ{9I!ndoJ$azBBkxN$E+D^M8 zijVo~oPThu%GD5rep7Ru=5r^M^E!OHa-9HS=>OvrYp|X;dr?*!uJb>x&aLfgT5&{2APbIvyXMv$qR@A0kDZGNbxCelk3Gy8R+u_NV|K=~ob-0h z(10N{oH{-Rv4c5t5%C~qi!%J$mtlnyh8jl?{qXcw$cu;O1 zy04{Q0T% zlnbPzLNFZa5v{HPZEbDT2c+(u!t#-K5@y=(*3z}=D;Y7x5 z@Nz(Rx2quEvDN@O_?j)!g1mk1>{2RXO4FgyPf|mI+4nc`CBRHAqiXJpVTP=3grfxx zwtvB8YmPxwi>ZXY?icYqjbPD|J}CH^BS<=H;?>=5%^TOV(^AuTVD+5=tDWgN$WMQc zmF*1w8)35+65Pxdde36gEk&!7+6;(b7P8v%vRtnyQs1D}T1apUSxwyuJ+- zaN0Zsh+r1-w9TQs$yQ&(fm0}w@H;bau8wkCu>9UYZ=rd+O+{^*Pfr@~9ANP5wfuwJ#zdD@)80tG*Fi>%iY*TqG- zr&Ay^b#MlqFu(FI>D-^xq5%Tn9g64OXZlLs8;s{JGMJjXIKvjEzgq!!w2h6 z1tM0fCBCAOao;trZkBn=0qkEJWKY-9_qg_p8{+S?fCgqpvBzuJx2*;2VDc+3LyMLP zG%@R(!kRdVP)0W}AAFbk^_x*9Oa}UxIkE}*NHyfwUXnWC0&NE4Xw&$U7(>F|sqp)lFK_H(uR_!wwvLe`JVn*Xszl{Kq%rBO(uI@tG-Fz`5)obba$mfCh93 zW#2WOds)(o_>3;7T=7eAPn&%^z~C9`UwQLcr|rqJxvWrpP^%?g&X|&m4C{sZF6#Ym z)Wmkp)An6BE?Al?GQ8Gff0>ipZi-D+^GU7pr1givf@7%9(gg|@VNcsaUSBWno1e6U zt=#fLd}oLmWLTLN{^W=SxEUmM-#Vw0+0}prGtA&6Ly*z~-wFl+<1P3UG}W3v2L4t8 z-L+5v8?$e!ZAq!w;@%aVQ7>QHI%sytu=K{C9I*g5^%ieEp>cB=d+=TWh!C*3R6u`o zlZfIw{gQi5`{30#_&S7YAEzz>(tH*x-PwRjAT(TX4VyE1&ng;w)1~n?ZRTCmO-mVF zz+4_Op09p&$jy2*9|QtHb1}zew_g<6?HVsB*7;7|m8*8xGV4rE3|z@}G4+9hAl%b= z_t~*e9M)w((`P(ceXP=!o znT1}@v2T0Jo-M>xRH<#zf&^`W#rvnU1u#J38`}VGoY&nM@Hnws+Is=a<*{AyE!|B3 zPg0}X%l=JIsDl^Q`%g}|J87aXIxGA=3wTTWQ(J&7=Jz6GGcV_@;!hnREf_eW7a{!x z`>7)&U!w1YCaIN89h!gvD|iK>mca`f1X34>1p_K(YO3>R^-gHsc5*h~i507fiv?0$ zLS({~da+wTVMorv9Nry17(uB+>Ln!48J~hshXg`iMDZ5$r;aFW`M%elxa;;)wW zea~f`C0Q(CPVKTT77E0RD;r@oe(Jaa43O}=LXE93bENhP4FGtr+BWO0rQ|PlE#XKY zWJZ{}D&M@;=4f^xnLKvVNfl$80|iO}8=)j^MyIh6kU+@HA$Qs|#M>Ci7s*c^hwJ3_ zSjhqdEw72R-m#68x{0)4K*g+Z>NIKB^o5tcPhP~)Nf+%DfCNP^BzEuntK3tEL>CLB zy77Yt&Gw7-MJx@!tSUYeA2aS^g!h|`A%dV;Fxr{kBS^yy{zBu+#J!a;Du{ODZ=NOD zB5%*0G2=1g?CIlzthuyavMT#XwC(m}ww19#+Uy4qNIMOFU?uLeQ}GVNgZii4zJ2RY z-nWuBPd=Zevr&JQ3!;N~IB0EjykLpT$%2-_0;z7K*sW@9%fNU|o|GSJz77u5%ucLM zKwHq=63BpiPTr{6f%F%$hz!Er%!g}B`!mTYC$FxK;R|5U^|D206}Fvrq|O!{C{XgM zh`YAg=9IdMxL6?NrLcS=3d@l|$V`xSKEM_&+k6IBK}{SjU_hYbrLLW~v(S+` zb+uqX<MdjlDkEti$grX17S#c7n-EO*(;M>(rsZ3tS?1=_H4Rx?_$XV-p{) zv_OfBh15%?JQU8k?WZEsAc2fqO*P-A#WnBt$H&cn!)PE-afi_Kr@QL^XYSp0s`OyB7j`Z4zoNXmSZ zl2#-wkvz7JY|FNekACvs=*X=6vLZ4gD=V|BXYQV}xINuf@qG~)8TpQs*A)Irb;Rmt zVsJnt4B+<7({2%_HmvUi^mB1gy>!gYEsZRsOVM#qDLNle8h{BcbW;vc(Y)2uu@be) z#G!iW&;rI|(Q#0{be5awR-sE-$3cOPJ56Q+rrEG`+sqb})s#*I&>cVO29v4*cq}?7 zz4(D}Nz85F(uuB{J>6fqo*nL_#~0^6(8XuTa(q~}>vVoR+t1bwrNXeaI&M{J_UuTR zlA!#p#RDt1!JYIBp4tZ2_tuPCrN~}V1`eFML5vh&HWEcGP0hrq6x+wkLxNiu>ZK4` za1_C;_&h*V0)4a$8W^SgD()a$)~{qYA>~(5`CZnpM1LVwc43#{vSr6R4&4lb^d@@7 zm{WLE%~ZFP+UHR~gjcx(9g$bkfSS(Z%_u$#a>WO8BEfy+7%2F4a|%*NrPo!Qo3n^p z(DzF5Qo3K4>Z)Yo3&8unm=i968{O&`V z5}3>m)8lEkl1Ix=xxhwF*9p6pvL)%{V+sW*@Kqm12E1)g)ZE=quZ&8vS^JGgRU;q* zWx5>(1C-gE){V??k)5R(wJ2JAP%m<%!)~@eEQ54BkLyUD0u*pLANowxxnZ!nm(6U~ zC$+c^u(iJ;tJ9L*qM->=(TF~-)jb7R{YOixFTG7CU+GAp(BS@2Yi`E@D*UWhq21v^ zXG~{bP!=BgPrDoA!{w{xW^zl>^RzJuL#Pi+c^wvQ2U|v=f0NS%J(ESZ`KurGxL$RQ zX#b-rf>89QhAG;qm>NR-*%NB1vxACV0EVedN8Xf|y#aZGK^7Zo^7j0X&QMGTlEGmx zDd^J$wf#pEQ<8H?BkXclyPZFsl^-gUcBq~I~9eLg{sh~Wd^mn$dJX_ zP%}lNbJ0lsi`PIY@PbM|?W z{7DN((1K1wJ#A-7T!h1?^|Y1`wCE;v`%7j|8G(b_On>i5%fu0a9^D}uuE#s4!*RQQ zk9GjGQ#etj|IIUX2msR6BzRC(_pS?+BOlj{-+4+6WGx?5261(Gsxpuj;fH;Hpr;I! zTJT#>WdFebyJ0S;|4o|mIMP&;(%jV?$WcY7eLg@(RqbYrRe82*#D1Qgs!=8fRQW^s zO5e`dH}>ksw6FAJmw=weAgca~57!(kQ)LgZZQ!?h%=qBVZ*OP_c$yzil; zltvK6^osroUF)!2_jWtZEr$pqtwZ#v?0D-HU4JR=f}C5?Bb-t_hE((jMAWGLT*Q|r{_DTWC z>7g)!L+Ndzf{|$A&s|1Pkjk}@wSREg#I@w9%SP4|eMF^LOsOm5L}cMOMdcFImvCIQ zryk|Ube&hTXm`iYo5_58+Q`F9_2Vi^N6UKDY?8EihQRNg+jPtC8tw(jJwoVE=vbDvKh&->4xv z___>kiah&9RQ$y`5*5h@mk0t|1`EaxWEnnz_B{%f{?SlN-gqotvo}Oiw_7kUPa2 zSueW({DZN0h^x+d>%#3}9-1zevzyKKa9qx%Nq%`uDgp&o;Q{(1a@9|o8?#OKVPdl8 zZ+Fw{(`If?P)T0d>~p1Mh7+8gzK0T`txv@9` z=(wXA)~#uC=kj_vZ};`Tzn|@Hzqz^IPH3C;biF*R%^}_?ipKj=c?KB>M z7Ek#1p$*hRC55smSL%*NhBAJ<21>Q0pp={D=(An(YPY5H@aEzhS!;?Hj{8uCmJlZc zCEWR`KJj#W`ohNo(UB=$2IzwssD)$$HQX{lpM3iw?eM2vaMU&lJ&KoP`fy70=;%O^ z0ZwI3&>=JnHJ-w$1Q{sd4k`6n$=s`Ve4xeg<>shs^T$unu;{FymfO2NSS`ApRF0{N zr)m432Kt#$$ufdE1FF7lHy`MFCKJYluRTT8mu#ShyH8|GH=V90Uwi)kyX~$ElOvD% zEZdVz=lSc!Ue(Fv7Vo~b8z~rCnpcpZUf6SdULhKI!HYW$d>1izC6U{`IE4!<8r_5g z2!K7tvqRV;-#T9+&E^J(x~m;hDS6<7J7Rk$(JS7i(oPt?IAh9iqpR59>=vb%G?g<{ z<)&VbUe$V`!5E`c)ymB-Vc+6AR+vRHesMSoRPe<3B*{~=DNTSJcZaXO@y71KjT81a zZ!EU+!y8nJG$r~*z5BK_0ScCw0qIzF?jizMaUQd*0T~e3xa8{WRl{2F$j%5ATgXCy zfy>0j7<9?Mx$_sNjb;*cf9i0+1=D41*(_#@W_6tPwtlr<4%sm?{E}(~b&f$pBMR_x z979yt5#3d3M;~m0*Af9Fn>Z)ocQ9buv;&Ah6O6NmYJ%F%J@<>s5OaAyWjys4e%w60@%B~je$^RebJtA;^m8Q z(n5oX3v_UHTL=0%Yql<5jIE>$a4>dRssqMdxrm^cU52T4Xa)#o?(&L=S_)_PH?Kii&bs&%a*gZj<6SwM=*`d-kBF4Tmq!#3WstC_9DFizLCaix zX>t)Q0t2D2595lsYb<%GE-qM)Iz&*zk~^XaEnm~|adRGz&DC;x)QGH z0@eZ>gk2JZgtyB!kMpgatS{sn+BY2BS^IV#A>!ZcLQc%!U`2OdhP0v`m2#WaPI>2S zCWgQ6;uT4yYwkFo+BL)+pAHT7342Lq>ub7Yt>?8C+g}ksVze}`pqUa5H9oHp4ZOlp z)OzB>U+_vIfY%4XlnDnA0Q+zN)yEzcocm?{Af%i;@WEZKxh`mvwpYBX_X(rd$M7s~ z6&swx@m_*6ROP0w5939Y0S(4-%{8#HXs0;Y`jwsmWCbdC$~9MoCluo}Yu8+jc&!5~ ziqp^pC|JrhS0ko#7ZJef8=w?31_U;8&9!9{j5ll7T+8qcRCc&!n#CSc_g2qKS&n2jZc%bI)XW&-zVK{gv5sT}W#L|Ww zKmiIw4ftnWI}#~?`pkW^egsy-9}GYrTm5_wiqY??e8Tkgi+Tg7tLUH|HQou@P?sCL zeqFDSHNZjI<SWwAiipI7&Y6%zPxGTmR(kl!v-@AZR##=<2LOa zM?|&yMaeWd28BZY0k`{#Rj6oq_}K;QB-+KOpYU0tVf@t#Fo~N+oP+f?nZ4?58|&wT z*CbhO92G>An8q%M+`^GA!!ASwyKs`yXgHvG;?=T#nX1p614uxJsFCm00acuLS=6D`sKDkX4l}sJDjczEG}9t zPPzPaI*&@J*uiWqkij-;+NG6K4QBZn^$M~mSa1#J4UJ{Hk`SS;ez~x({23TH{f)5I zw48#$WcE02at}{G8@6m2bti~N*Pd}d`?dO(lVqm+tiyt3#IW*%x8HmJd2iEMId*FW zN33+b9%^AL#w~UUY9St|i592T!dKzookYy899H%kasUM=AcmDW1yIAewJV2}mHfc~ z^hK)^(C?~$!t|BH%3;)1bkG*V${yNKmm9otSXs^*;2K%&^}fUD>GDB>nMhm?Q30w z#Y?PmSlP>@LxN32)A;ObX0o<#v9YrKX$413qmI`@EogRx6J3H@hzDw-X>7F^&@S=P zt!x^54LN`U6c9~gP61SG&cCv0tmF>{pf8%nfPPo;$88#iQCHDHTQrS5w4p9HcxBUA z&Klq#Et}}b(-ucmIxPpZXRTX2Q4qPw9e+eM^AoBfxgDXKvYQc`=-d#~8Ul~EAJ;RX5U7tybz47qw>h~g7l zrc~`jbIcX{7b7ahK?W8Xf5jJ;I69M52S(u9{PD=zlogOs2CPstVy|eYOIMnrH&Hn& zq{;0o0EP~pVwVw@7j!Zz7Y3!oer~MCAx_wIGP=G1FZ|89h401o@$(OPcNIhQPcAh? zZv{s~bR7?+s!$8tcW%MTA$l*h5D(PE5WST!pmpYKD~IU4YzI()0;0{#DS)uR`Bx6n zEBS)~=!+qGK);I*iRQjCP7R~3qJy>=qW92-y4>KEL-cai00(I?M2|>|HjwkJ9HI~9 zD{w(o4AE7pP>wUL9HN&n1uTe)A$lvQa~#pARu0j7$uTGp5<_$l3R=&~+3O4y)?kX+ z>-M#-!Qv%WIYjSe(jmbn;uz{DA3mo&jD}5FIy<3Cv!CVUxw}b}51(CJ6o* z-!uR<2eeY0bLBBqpe2nufCkhMJG>w`{XQx?*P`+mD!?kV01GG~j-f)XSE36EiAJ-w zy>~90S3qR|@?v*aFL|iVjbC{J3pi!mK>*anF;s|Tb{7p9XI(iW0K^d10vm+IzAi`$ z2t!HExAOcF5Qg#vH0X+Bs1VjUlW0sUkD)?pk|KixEpZGL0-}A!m8XCpuZIw8R>gKQ zyxKK)ybLRkRYGWzPlpEk$iZECw7J~6__CT5BbE7LJ~@G zj+F`bhH?ZXD2g>fBcyW@5vwZCtR!hM7*P4X&|1+r@Oj(4jTop3P$At zEySRmN%m#J--Zczaa7LXGpJ%EKm$66AutonbPz2ar(Zeez)%L#7Yx8$cDOnZ4VXh= zPP}sByN);rfVY_8VOyYCZKCe zdGXfv`Z^!#Bi3QUVqzU^wVxj5x6R_TqHW9X+|HJpX7SvAVXhNi%_v#QYA;IpPwE15 zKUkzi|Kpq+R1*tK174R}{qxsFtG(aXCHe*Z3WZ$@?qdJ?HP9^NhcXkR|9%zQyD9@; z{FkqRZk`yF5R>W@bPsBAPb~KKDk3A^Z#|_BU6d0&(-i$Me(=ijhfkzO z$O*MXOje~7@rUk!zGz ze;X35Qml((U*)qn8J)t=!RybTzZRtyGDMZ?i`Jn*eOTe@jncI_yX-tQ=+!eWiojT; z;hO#FYf*5F9CYjJ>4aq#MZ;0XMUe?h>ze4f{ru3H_StN|{-hy`?2m_JSMEQIUu*)m zNLBHs7CC>aUUwNo|IgQ3?JlmqTcvRrzj#IckFTxjA#2p&pQ*Be4{}`j|Le6?-qVHF zKUbwS3xHhj|L3*Un-PZQJu^Qtl!|x}#qR(8HP)H+b;azs>^VKmSIc=%7q@beNC(M8 zYK;pDtY@SlUXwAna!uuY_FZ)C>4}4Q7?gOe8f6{?Km+X`@#8Kn2w{$yD}2}-Uuy)1SwXgi%IFZ4+#+l0$!=V^P~!e%urF% zBQdF&4-Z_WKX_7=JSFIoZaJhbtb4U{Sh3DGFu)l(B4#S#%Cjs74pZ((8a+d>AWuB^jfQ;aI~} z30a|*q}v#dCad z6iAQ$m;zMkIrT9{e_r}v>cb)rt**}YmySFD$#BPGg^@?Rc7ezP`6cWJMIHzaYdZIx zQ6dk325J!Uf$#T39w7J%&vh6j@&I9=4xR|e_e36uX4Re3A0_etV<3G-1q$>;9te+m zKBGh)NFPj{MV|B+?ZeaRxO{$Wc0Ivoj4>L=>DPcisfD2Q7%h5JMximrXdI$YjV>0Y z$7o!9Sp9ij7-Njav4*P>vO={;_o_LL4+mVCF~(>dWVkY(4zx&*(KrB$3S5sd#%LU7 zxE_oUG)a%qI7Aew#t5<;phO22uhKhXtneKz(9Mp^`=%#ojd5Zi0vn)CiW>?h6N;nP zWegi*XUr&CbP^5vGhjb2rP$aswE#ZqY;*HTFF@!Q5x+s_4gUW=5@q<^EF-{CHsKI)KoZwjLffz&aL4#{D zMn9Ti4A#VxfePu0&cw3-!Ic=J)5%Z0Ewd47;T6^ zC{lw(u=Kv4Pw0&LoO)LuZ9ZPjj?L_p+|576nWq@7U!(YWEuf|2bK-p&)y5dN#6VSw zb@45I<|&2>g9)!mW1M-45lfW|8KPpP`4T5F$QNbRH=HN8uUt!XJW7@YK$@a z5yO<~B*tgy8uq;T{FL3$IYtji0QD;)9@PRyx(5`$Dr3bMJs^Qms!10i(mfyn5LP{2 zd&cMi39tffLSCpk=^l_k@>P!OGe!?cpcLri2|nI zkN}Bd*%&<_fl#Cd>j9MWmfc4X>v7Ee&RF$dB&*R-ir*sSG zD2Mf*JO3Cv&`N9`a)I5`a~4jzuk@V#80+9A>^%w4?y0P;kFg5QiI1^$u7o(F0qTE0 zc`(rlK9B}tzf)xvw`xDP1VC3bR)?3f>FKy!9VTD9Z}zjBX7S;6(X8yHNb9Xh1ty4B zb|q3MQE*8;XtH`bI#5F_qbA?m?N$#$gWs&%)t&+vu7PC&@}e`Bl6`eeb^Q3|j|u*j zjZ+F^Fn>=5Du~7@CI0GkeckL2LW9acnSvOuf#U)N29?45cDY*Y8+pp^smj2UfeM4l zV7^`NmO(v!sxkl?A@fq4|X8K1H?ruo02>~EoOpw<;p-x{&41o z2&jveHYIwoJzWJpQ@PxiLKsZmQ33rymT&H7tJlKvmI$a1YI&Pi$Ng-&Z+5b4{8TM3 zqXRVtwY;|N5=HP-EpN*N+SyKY`+lnpDJX63ltdSL}mi1ZF_|dPvu064%85{ zsHqrX-fJDucDscxmGg5csKMbVcTa8vIL$g8c9Y_M(kKkh41!NKi=aN zqjHixg*3RK2q;0Fg0g`}a&4ZrY`_T0h>f=?i?xREZKm|K%3Z1{tisY^q@dEE?jn1S z7tT|47a1L>A+{EztmW^|xSGxHOb32?yWQT2cviXgo2nlq}&eIsqiXRxj`ufTCbpI2PH+i z#S~trOogjH)o3rE1a$_5lf!E`Ya4QcLW72{=H+f$k^A0L4PPZAC?j_7rRvq;c1E>m z-K@8Jxig}2BVr0?a8wk8pvs_OYgh3^oq4KZE29H7#3s0urH)%czj8-YO8Ve(AR3@O zXlulAJ8jmxqjaLD+8W`>K!rhzl(f>ilv_KVYLT*K0`i0AYL5>)xjE~pRxB(LP!~JA zQ$BgxE$G}%w-P4j&?-}?q`(GOfS47O8ng`a>NQ!0F+4zA6 z4U|Y&|M_QM>q#=QKbL+hzQ=iDd=UP7dS{-!AlH7^kIA*$?wnZCYH0@JY0*O6KN8=N z1MDj{+;(2w68AfcxifDciLnO<)kFuNrOG-Cob2b1M3%w-#rJ;cyS`-p2j1e^;?Ts= ze&)MJW6VxRIEp)(>!*FolXqzZHK&UAFu9!_rq|()#}9K9A&1p?e5Htnom~0i$&Xty zCV%&yc6dyt)8%G)oXRoX^E0R<0YJ!g-BN_iM(RbgYc`8!GnZYr|8YcG0Sw5wNS-7| zbI7~d@m6*RJ{^;nM*yY&u8q|xO7qqBAbVLKk4UGL4l0?VqY_)v3OCj)dBhmA=mHp! zb8TA6PV|=arjJH6lNAmku7jB-0_QffDZAV0;kc)JF-7}zH7Yk94|H8ym7+_#+nT)` zg8br$?3{Rzaii*fG6^61r=!ziKp>b25N7+_p2FAV0z`)ZO0JibvYC0|v{}-D;^|Uu z82#lD4JJ`QE#q6u%|(67i3gdCZ?#XeBIogIOy7!tKrj=**4w$9&no6%;6t%=AI*n@0+NqDwjEAf-b9C4H3n&Gm&x znK1we=}nk_-guYkc%SCS(_RjrMrguPFd!F941C;<$^BbFH|?B>0Yx-O=-tMSge^Oq zY36;Q5xR{D6j0Nnmw(C5x?LvLs~9D;E)!HGtstoC;XuA}iEyAGz*3pow|h9=ZZ}gp z&wp5M<=Aq}+84lpoI75++iy)2pee9#(e((&?Z@rkZDN7uIHLt1dD0;7_mIeE=J_S zl{U1*75LZ3tS2fOnEtq%Qcf^EZf|a=doEm_WL8U3 zk63UJb=xxfo~1qThvqFow>YU)O8!8)jsi%#8l4h)Jv$tyIAhNHp~V@YQV0WR3lbpi zR%TLSZG9Jp-sN2LrrA*FIyMW}6G(|3z_>*RRktnjK>Kx!FW|6(6@6hE%MVqXxCyCh}om z%fqyNT~6=+FQwi#46Rr-Mi1(_?ogZ8>xve7Z`ZT^-Q=CwYIQ@4VTIG1`T&AnkfZnYZWLQ`iB{Hth9W9U3UQP@17g>C=LtO|~Cg z&#(n6BWU)0$llup3ASJ$=q9ov3sQ($%XwCCE6&ko*tGro8>iKVz!}f(ej3-FQpZ;Tb(LcCV@db;hpcD zHg*8`TVq|Uhl(a?O*Cf%g7(-Hk`uVkKiN@6|~DEiPqjf zLL>n!h?jeJw0q+byxU@ea(VE(UoM(Q?-#b9Anle023E=V98GpCcwQqTkJgltyJ~pe^BM1SG;jc4{M*q=yd$(`a_!?=j;3ZRvy&Pb_~Lz zGdF-tLXi_@HuV9YzQIicn@LIw5MCI=nu0#9-A{eWfhirS}wO^`Y9Oj^qub}C#4-zyJk;Wc8rhy zl{V~sI=h*eEX1PX{A8}>Y2RhO=f$9w{!J&I63fsY0h+(3WA%&Xei>}*d@qMY(;@a< zj-|*1taFr4`6FiUaHQfl&IR^T0sVuD#=H#BoPdAt4do%XNxOF38c?{ZcNV^I+ztFA@wfhn|g!&%=_ zT)SoJ$+L#GlPr)zynNo48~5>cOP5)$Xtj4nnu`YW*Ge@JGMO`p?>j8Gj2l0Tr-CzR z*~QYZUJGFh>gWTz$wDc0zuY29gF8`Kh+*aUk25-;t4y zllQ2@^ZbG0S}mq*pgNsh(<(jP?$yl69Yw{=ZW>Oo&+Au34O+h!YfbZIhvRZSp$kG6%@_CE z(_!+7|M(5sTWb!$oes1ehAJ@SkR=IH)$CZ!A-us55^7d)fo`7-(ry0cm(3nX=xX!* z(_fQ!==)A@*NursD1Vx(gJ&sQK@QqK8>GEErNa!s3OlLvA6``H;hdoBN9XHmw&QG1 z$4NY=|3^=!tRw|(%_x@k$nb!n)RSH-Lhx-f+aIr*ncU{|FP~oHju^Ba!JnbEY5zoU zenNj1oS^H7C2WGZ-DxKjeho^vBL=O9#p~ucSL5~9>H8;-*A?WTy&GWiT77+3>?ZHg zB`*)pDZlxmS-eZ<%Ri=@HtCS%YNDiw$!s*^^jMrn=p_riVHW!ssm$b9HvCpP`@Z|-_dyScuOnJ3u*ZE1^q>Vh9VVZK#HnW^pa)3F+ts(%?dsK zGi&2-ZmzeJV1nv{GfgZdgT_D5U4cCuEdf0nkBF5GD(-|8w@5oJJ$bkFOt%mgZ-rds z7%4In!K()mJl!EHMJ9OeR+NUtoDh zdE0+lZEuzV(d>yeDOKZ`g9FX5(39`2o0%L1We?1rLDGViQ=}yb(TZM_q5%WNupgDQ zqTOjerR#ozdrPv>?+jydOb~Vl!=zNrJE`AzC2LW3)F6cxIcJLolJ2apl&6tw^GXCu z^uuerEv+J+9uQO$)#x~*icbHb<-s|HBTBqMSYN)7k0!usD8Bia6yNmK$Q`f?3ml3? zAt<}!QA+A5VgUh*<>-Xr<^pthka39vq)u1Hy{wOUpX6iAY`QEdZGeS546LNP{&KTj zFK4UC+xVa~bEAc4V1!_x=#o}QT`9d|Kr!;K?7m4UF>O5^s+3;nZx^J;{VrTMZ5y{p zCEm<%7aZO>%*5edMA$Oy9Hz)d&02OTyt=Gqqo%jKk#2|6&SbU~ad@Ydl< zH6IIjd5_k4O~ZkvJJKLahITnLW?7$(-cq`s?z0krvgtsiicYoD^T|2^<$TR^w`tcoeY4imUyIAghjWQm<;k zYpfAY4iki30x(%_sh8D2mOXYYWf%K|2L)xdgEya@=C=*H@42cb)~5Qs*NUOBxW|u9~B{Bh!6~;=ow*5lOIeiebBYQHs2ERmUotV&48d z`iwOI=mmr|!$n9NWq2f@GIx8v>8HtTe`8LY&^L7Pd9d)3J?O^89@GW+LUbq*F2HBR zT+NPiy4NvUM_7$i{kWded>pxwygi`&B;+|V$g7hGY5k+9G1eqP2C|lJ7(pI^E{`MX zFf6UA(nyXq49kMT!au6Dial>DGj-WqHC$X(9KjG9q{IDynfReb?QEu+vsrss&{mrn zbEnFNmdnigfw@K+pQEZbRx{HJSVuLib{D70E1eqBQc5aSZmbxQfrMq%7?FC{yAbbh zj1?oYprEW)x9jEMmM)yyGz*iQg^n|sKcC~z$a}}CZUbP?p&feiBhlvm?9L9$@YAoh z>L%G;auOjqejEr5tGf%Wr0|;=@}OL_-(6G*Rx0YLH22Xi|{M&9`F(nO;EHR9&7< zys0|rSj*EnOb||c>xORKpn>l<$djJ6AEWR%suLves)%0HTNR?iyfuFD!rqz!giX`l z8ozmYZ|%VZVRgZkZc%G?CKCds?)WDAd`q{gHFRjm-ZMDGL>2FUjJ4oe#sJEw8;1Hs z?GLl{E{JYpZ5SGY3*u@#P6>#D##r&V7qE_M7&b0WmB$UWGNzQ&ym_pqBZmpws?%ku zm(}nw)^u4G6qJ8jn^LFyKxwwDnYLs6Z?=E66C$)e*PWLTOXk^&ZwGeN27^O|gqtK) zi0a>XZqkogO*pKDk3o1qMNDdIuCW!q@d$)1CM=w2NRourx;S1#lE(#cwIR7X(Oprq z!^_$FVe&2ZIdbH&qH`}`9o5ipXLK0B0oH`90zN7lzSaYmNuzrf$o2eU%e6YQF z){cECYo&TwM9J+shZvefyJw-*QH}rTNnM(eg36zar!vBqQ1}m?RAEmE>VB-L zyI#IJ(pA<|nqF+C*R%C<^)UIc{q8w^^s5^+ z@#l}KSU&O&GZ3Cime*L37eM_Egr@`@l$JWPk2m_|YIC7u&Fq&kfHLZNqhX?ajpgeU zW1TlDqyTl)ZJf4q=Q3B=-kkeP{l+kj)L7d%GmxOG&MKwejjH-sQ#HMSpsLQ?rQYNx z+qid(HFGxv7sS;;N>aeZ&W!gXf~-1ao_bY_CSy(L<}g86oxw}JtVWEnX7IA0p!|W_ z+Okm|27n*3?*@(h{^zmUUItu51}gsC87f9$X81K8{UZQdK-LAiF}7l2(WN*`k#O|( z*oyGs+PBUqk!TRaLu&Re2;PV3IX5$~bRsTrIrU)dK%s1~!&MvWU~D-HD5V}>9w<%? zc4Hl1F697))PtX!=7zHD-8WO8-|LzCCd>}TOJ}TupTp6iM3@@ghMfUoqR6%xDP9l7 zK3jn>qCKVpJesMah5=Sc^$W)uH55`nd8m6WhRBL~i(~Dz7z_>-)P{0^6g5hX)lin; zLlJfFyIbROov^4LkG08MfhnOC*3Jvj;uTR{jh1RCtEyuy`Kmy$n7ZUE-%y=ztR>$B z6zKiD)*+*Fv(wwHxz43ag7?v;`NsD64*N!#H#m&ck`xhuD(dv%FiBBW8f*Hn0DcTL z!m9VkYVazlc7%tSBh@^P)e$adfwEDXmx1D}s6Cfqg4Ad=R?nr70@P7k zOLC*;xSf35{u5R4v6>|Xri4~lWiLdFSIr;NV!l*En^VhPg)?x7ts}u^YI`YPQ9W?1 z_A&tldTLLDE+IV}C_&K2?%&AQ#_DOPKxNcIf4dkp?s4kIvQQbdSjXD6l>~$J)QGsJ z`wm~xCEHz|!w<}2$tUgCy_pWjiim|2pw9bR9Um%->cDKRq*?l6r0!h}4=AQCI}R2Y zHNs;pJC-qkGU_~3Eb5a1{x;S;)Nphtp-vkN5EGw*A8XoRFgR2gSox!JpbMvW=CB&= z#Sq&nE?4<`DL|dx%FhRNPTEI9#&%;@{t_Ng?7hCIHb`LXbPpp3wE`MYOI?bC6AzM? za>TKg;;P9&MYUUZIG)TI&`&4N@geFtjn%D7K$X%9drudn$NNv}M(9{2wFfoUM(7?m zSW(@pM%gkqhilrCPyHx9LYREo{qQbNvuRENYX@h?+N*XJA*iZW*<#7sFl($TTTKQk zs-1Q(_0W|c-SH~36OYwtPlAD>delOF>#)3$m(Y!MiXn{#lIoE0v{{-uG5NOpHwt`X zjmuP^GHPMayBIYd^3(<+R7RQ9A1fj!pkO)mwxH-8CBf%dw*{rJKv1o{;Y(_RF;?wO zf`OuH!+W#;etBpPlV93yKC~aAx-pgwQ&`0W!y0l)g1nNbxnLBn)N&px7fc@>EUCu8 zm(B8ut~8x|=KhV!d8|OA0+mqs(V~RqemO#_+F{8_PAz2VNG@16uzC< zb~o0zsRs@;^?DwZ#bxVx3Jes#ubp|hel>Z2Kil0-Hsl%dcHf`Q&7;t}EQx9$2{?aK z;(WMWoK_9pf*ah={IxnTE)Ix4s3P7NEybMP+h;+x@__kwJmxdfY%*J|rpwLlbfjI* zp;^CP46BL+@?Q^-_cyW>zgh`r~W;C*hyU2?!Rtrx881+^l9?7o14AeY)z}^8#=)%9RFLn zm;@=z*YH&&7zF++N#N`ECK=&kcAN?5Z1e?=0?kDBf=2qD4{AjM)HOC>+R{2M*9`@l z^-ie!3ujn5lneO4(9e&vBemzJjf~aj=*&a{^l!-0wNFHLe)kM*JBfh&doARK?uj}c z%^f7<%Fo~Z_-zX2lg-}?SnE=fnd_w<5&qy#0*Ys^SIw(w$NOzco^$u%>~J@U zFN(@;Tk8{?;+nySjor>ALO30ltHWeZpFTDQUOaC;KQ)y4Z?Zg0=ck3N#o47x#nedv zsY3EG@Cc}HH=9?JkDfjI<&XDUip1;5VmZ6nY!Aof+_Z1Uun+SqIUh9wr;7(F;Vti8 z55WO7mybGn<$8A4sH8p}i80iIAr3X4 zBMYHn!W69W;?oJk6_vg5w+RL1)Q6Xn9{m# zGow2;XIC=JWn0Y%lSvZ5?0Y}y^1V)3_S;khj%>5k2R}{WPtyeETdDsU1W1%lz+k}s zZrZ7{Km908@XNW{o;HDzm88&Pgu}A1bC9M$qI3oZBWVQsaWo?sSxE{#MmWw!GXjay z85oSD5$MO!j9_FXDWr`sZ-T^X_0_?MQW;o`lo8C2V;RB9N>b>I5QaokU3r609}-ED zj?V%@7!sp+a7GcN!hyv=5hw)Yn!;HGZc_%hO;!YAcRQL77+FaQX&-3z*CY7=NmB6* zLaGSpH)(+SA~2#-_?`Np571jOFY#Ff<|zVmZ-KB`Gz6px>YGI?D@maEU9h;#-C zLnUQd5Z0*gGLa;m0U^K+p-a#^Z+=|^+a=?tcTBc+ zTBD%bLxmNJw^}FyRWb|@HgQ|W6baHa*&7~`Ek_5cTZsMcODe1^ds=K?2piQ`7As3P zk41rH!oX$UlSZizT&=J)i_T}lW}Q}|*4w2tMt!sHq^U%J^cR2aOW*Y+^FLU|?M(1K z;~tc@$(|obIt;}1k?QOdh7>cCIL`bGNlH-Yrs=|v5=~XsN7Up@rNuy5Cs;MgL*%-vUCa-1x5&)4EvrmLw%Fc z3QMy{o8pURzm+WNO<`rJBw7@h;_tfA=GNrv)tTF%*rc$mh<=J?NlgESR?$=SCId#HAuLkn%$BgHj^ZP0~&eI z_pf+}?dlX<5Bfprx*-X+QUb76G7$fBhe(t1qByhL5+kihf<$Ihii^bJ?Eo}CUVr8rhp-n3lSZ?zG!Os^doEkPyzu1suF$u?P%V?iEHv07WttAZf%Zp!*Q$-UFdFEf#V* zxx6-!gaBsmQM^~Y*e-(|%oW9Cg-EPcF06+-wUQoDUZ?1kEsOuOtIcbKxVKu(SKEW! zcwZj(oRk2pl?+g&mf0>OoduB4!!SV2bs>$E`RQ=n zuBTToWlQigxfrc5V4~7M*W&>hQ2;`W+}s4FEDv2qgfOm^2_V$+&4Y;h<+XhCAVD6y zF7Ae<*>O-<23SEEa!6f z zKEt~UI0pnk{YU%l+#VUA!|f)eEGckkn;H?VUtQehDHc$|U2>!aZet-jm_^6<5EAJK z3tdijz{z0KfG#Nmv{2~}FRs!sPEgRD`|DAV_J8=GADwwQK889G1CV!_a&zQSE`6@{ z+mEJ5iVc+diT-*+#cS;$YF&I7={FutAB6~1>FKDs+GABg4}{OHpV7M<7`k9cpo4U# zMzr0Z!_-WDHXAddk^`E{*9eUP$h)&dsT#pwJ&w+KB0`)l&NCnx<*R^Xj3?wS!lQ~E zSClm6IDJ!&GRv!&mm_ua(qYK}_pOm|-;(<`92=6J!2QZdxL;9mNjh-dmL{`MN~xC? zlPk&`MY$;@eDRj1NSv^GgatBa*6{$H%QIZ2#EWv~m{ph4Y&Bgq_l;cpFK^ZdAgGl4 z7(olnuxl8vmdBJ5*`aOJH^~EJbqM%C1(*HG7b8=9Z4zLaauDI{zPRyG$a~Q_+WtZB z#x5n5M)Z1+NH3=Aj}p+GEok4$GkR%jV0=((eTKlI|Y!R9))F&Q+X#=Fxk3nC(Tq ziwL1viiC@*=Q6!%^j^&7+pEx&*$LMnriA1iQ9S3__89ZUC5%ZzvmBW*d+6QYUZAW= zXpWx2MOpXJdvOVRFY@#V7xdf~eD8{;gCL@QcK=k;_iSH-&tf8QSPT#d>w@`le%s9N zCjOJ)Q(qUnyiT%Okjiu3T<*eUVXls?e^W62&FTo_jv)$}!xeC`{vN=+{Fy_Jjy95CE{8-zw>mH~4yXH;<+NyHBd-KPpSJ(8PeX}^( zWSeHE*6sALkTHLet72ZdN^l?|7`wixmuWHvPbfd>^h91je{42gGGyVv+1uH@$Ry1a z47j;O`d*OW)?8B_RU4#yvSz_Ad;6Ieo8_lLfn%@zu2(b445jlM(S9KexJ9+YmaQ#Q zayoUY{LI>+1Avc9*Xs>$%d_21;9M=N3)ytNURJUYBl$zvv=+S_n@&F1xCX@Q!)>F6 ziC;WFOgPhc@!;|!S`@>>&3f9^htNXVV~JkBTzRb{9I#Wp+8gvzUL6B~kK4NBHM1qx z7wu`eiW-Dq`QZBe;v9qt*6zj*$(k~?U!9gKxy3m<-S1^2%hbySy4#K5-?TQPr&=rf zfH~CS!axt4KcBxP4__H*2$~ny9q0SM+(INrR<7WH_hSJW0xSIevYY%iCSvWJMh#3Z={3Ye+!tb2zpgP{dvmD>pMEQtel zF59}-(%Q|m&v(s!6HIw$7dE|=q^+1_FmTg&{#{}~w@FZS)T`e|=Z30KICv;Ai5}H* zte+i|m|UQ{;V`qp!Hzsu$FwQ3!(lH?FAp67jN)?f&ud0Gw_GCO;PKxF{ekuE%#O0I zX^n1YhA?g4K+Y0<`z$X>LiBMmyHhXBNreEX|0cB4-74)mAD(BQP&7EW$usYF>$_EN zWzMdtdP$lGYtq3avIb>sNXC>itr3a_2Y0)h*J0g07vp|A zZg(`ty4)O2Ya39zKgCo=cEa7u)9Pp^G{gX_u;pWKByDtF%a=j`Be(nLiq55l`7N?d zf4KVKgzz~=$OYW@BXI9&i^lOtXPGv1I7^g4wkH_F3Skmn{N(3k-A1n~>i2EwHt?k& z@GKXhA_5R2pz);#b^GY9XdXPeiZ0vTj4+)P0SU>l_Fr?>ULNT}U^DbYkEgi%N)$yfwa@W$CRVU*J0<*ZKgA@*l z?>wT*1T&xQkB!+4Wv*G_OQH)DnA%mb`AjNYT*XL$MC+Oow>_A$cm-B1 z-X3g42pB69y0~59_Hv)Ic8MDa0>)fP1Qb^_=C?DttRj*y`=je$o36Vw+lq11u*l1F)c5wcVk zEebfmnQu>pAk>=GQf@RTK3g#-2@-}R0tI$k zZ8x&WD%2qn6355{5UMAokX+Ll=p*%Q_(%Sa5+9+y?XOay3$b&PhXVw*Aqe&IuWi;Z|^qR zP|&9RYdd*RrIubORG}9>;tR_yR69lKu>;NX*lVQ8X=!s^n-fD6V)5?ujBuT<&I49O zbI|(O-X=v0ovpk%2&AdRoHE{kZnn(pXjaB-(Ne3tzoV+(?50S@nEv?TRqqAmUPmUPloZa_krx_NMKNt)JcKU118;egkb)p&1aQ@u!)6Mw*) z$W6_1V(ks?oiM@gcn-f%a*Ag7oM-D6C_UR1b$F+kd=)%zt9c5UDns#v=Z3x$oSC9a zBfI?NeJ3GH<pV~6rW)Vms#7Xiu(Uu5nm1R=ke?rt9r%kYYw?8;2s)-X{aZifM5VlcSf5%`U4 z=gJ3zPKtzek|V_Ze!gwwp7jdER*FP)l7WZ`iXf#)`2>Z`XJS&M0K$7qkjbRNTV&pM zn;Qiv-dj%8x!Y_v<|YH-oE6@}L`fsEAH160k}|(|g(XFH@%gsPE$$Xj%r^M>iS~7o zriB4dgYqt4 zAT8t~kQ64#McgVTTw2J4|K{BiJrmNxEc+||QrlJ^Wq?4*;MKm$d$0BPm*=E&2Y}mkO<^u zAj53!=R)$7?dXadR`Z$52Tl9VsqeYn+a2igR-^K+c#mY^A3e|c5aCWg*fNRPE*jdE zAzPT@<8!^D2k>J4od4(djECnS)j z({e~);w~s{E39E+PhryTqu`RJMSXF05_Lx1@4i6YmVl1cfvO{=yb&H&yd@wKr}F_8 zOoT}TYhLTS*>DX zpu{&2)KxJqPN8Fl#cueABIEI}S?`Vyv=fC=G>Gb67Y~`Vhzk47o8`Y{9d(oP!FL5P zpDj4;s_L97H)5wg<#}R&Z=B9Pxu4(CQLSL3Np|!Q&BI0VbY30}B^cTbKAXj{~-*&mm|w!E{g*U9Z;*gfT~hlL(^ z3AxXlE*CTBQ-i}B0Rj#$LQ4*wytb6san|5E%@GrU47H9y>;A6$+V=EJ;+^A( z?st$o3x2cCU((Vws!1j=Bk!QnWVQ1MbMb+Q1$7-%DNy6b@j!_W>R-?;gf!Vf=LV*f z^NM2nl)jl>%Z0zXL48VeL^JiEFMXH1!IpmfFzuE-F5TUU8v8%1@`FJ*160x2p&+o^ z%{0(P)5jY4=`*ksZaQXLYE#=F7n-Kc9)*9{IN_AwIO5_c%p)*wpYKc(av z+x>%i#7xHqv1n6OVKlJ{KLs16<2@55%??;)w5;oyL^Av6IaF}t{W>Pc>_*z(2llJ$ z*C|r__<3Y7^g2Z~lKIf)u!C*~f}Y(P^E5K75_zDh&Q+wq9y%5emf;ngOE?8v4C}&9AhDN}K?Eya zUOUP$NOx!KXJ;m|u)WkySj46K$~*mgu|$F8-*k@hF; zF|h%Exi*&)FN1r#f4|Z^y$CAdK1MJm?|B;i{i1+q6zh7PLY~U7LjxZ^Ko;*uZdNxy zj%4=p>UBJ25x(B>T45?1hXWJwak^0_Tm|73p>CY6NY#l2D?eb!H@zrE$`0}L$Yi%X z#60BQU_MJ`45MuhuA3!e(qa+}2}a;dj@>B@GGeTryoD%c#NLX%{hwUg5w}$V?Sl8Vd}0(Bbx@ju)*>NKPM* z;z))Qq=N;YuIDW7XRGDHEb&Mp*~I&Ujl%%Ig|BRY3oTZ){x9cpvq@wJ@nFKifwz|6 zKucT;TfIc(el|*(bh5!ftKX*ixM2Mj;=x0!-{wJ9gDzOVQ%GQ^)$ib)i`MTn78vr` zY1u4+x)kPc z7^kK);o!hW|HRas{F!u*O}CqALl;nrDxY0)7-SX&1e|ye=X9i7fxf6{Kh?e-lNR-G z*l)gQNp#|3)tE#rQ^sM72_(HNy&$WK?0vo0aFJ0lQlnr|D@~DNJ%!eww}& z5@=@S#;VbzvGAoD)l33jQQ6i;DzN-qAMG9>x4Cc3y;!^Ei|tajofUI^vBZE!j0jfF z;EU$wt?-7vVuL#&92;^0=T1;An$J&^ye2%vnC(Y}zT3%>pk6v~-J#}1kj&!k(#k>t zBvO~Z&K(br@?O4Mj6s<*1&GO{2}NK)`fl2+uYy(TaszrfA)=EGT$e+@Xh+*uW!(Ls zMnfYd#I%wX#4TN|A!=t8qLC6JTFF3k;oazHzMtY~3vYU}!=uPW18Euqj|3*(m#$^* zgbH7}zLtn25h$qp%bOVmd|}}7y59}F+w3{bR5X+Dlw>xFa}lg##lP+(16~OL z?L#Kv)@Q=WYHLiv8y073*OF-9D(-&E8&Y zA|=grAL4@h?Z?$mVFMjM8cWBQG|s2hFj0)Z_mpaa5HvlbH0^bvuT5zxY@p*Ar75Mt zczjg&$fc#_Hw>G+r{7S=5kuAn^~Ggl0ieOKX}+I^mo%SydB97 zd4_P2;z7vmiQyISYPR1mgMLYN;*SeR)L_U3wBjMQp_$UfZJWh(Ne5|UuF)|(Bt`%o zrOIB>I{)2nOJQyF8pA|`fHL~jvw~$^b4X#}W+&gaD05mKe%c1mI5$dus*O#!ru+g_ z1PZM3Q*mQXeUW)vER*Z)o-Waunzc|G5zcp0s{Qr_%Gem(?(#C*fHSHLBEgzHks(o` zNvDEQi1ZTv_eh$=B%sMp_m+vx7eW`k&5t&z&YE(Y(4vV+B4WQ3s=T^bp>%*c3+VFm zCA!enqRX{OI-1faKMb#RvOph|33U3g5}i81qGYm1ym^pel_6hUIzU@8-Jd=b4fZcH zZT0m2rLsU-4E8T0MJ-j{6L=K=N-}{?gZ;}$V&%&2uZf-d;JME*U{rDKg5ix)cZ}0X`-xG3(||UUSR0p?Zr#wm3MM%Y^3<6xM0L)d z{^vCz(ZKbBf#jz#$;K>SFXt0F3A{PdK{84)K^OZrv(@o-YMWJBn6%%yoIUMN{1>6h zALX3M;l0t~C6pO~6jWAXEu_=cC&xYIBipTJbSK}-?f#BBR%^N#Q)rZ}9?(dN%V;Ja z=GY*vG~6KG+*4T{=<>1+jrmV=N^nWzRhRc+zxd*QY9A02Qq*z|0L~q zPLi1&SZ#0G1vHx%S1wFsPnlKm*HFP(8IK0`Z!Ip&oZZP#MbiO+nY)L82L&*rZ6EvP z+`7i~@+Lgyls!HOb`X>C0z5{J=+Hn>*<2J-q#dtv7ujIj0d^oe3j|_6lJ-Q1-JPgY zZ|x|Gb~ZG!LC#Qm9UMshcn?XFfs8aVdAn#1bJFbhblQdvqMHmeg74i>zD`7rZZ9yH z|KxDy)Gy!DSz0v(SvCutchrDYp%NhnsPU@>YMic|4lb`HwVrMKI<&*f=yy>{|88h0 z(PeKD&T+j`CNX_Q3v8oF$S{RHzLmBIU6ZtEzPR6>DCoTTWz!7dZzNluxSoT%OHinv zU76>)C$RzPlyC^J)Q6Nl{R;;Nu-9Z5RLrlJgiOW zYrm$MUOHd2qos+3-H;XR@EqLvF3^LayZ+e#Qc$_457km=m603lvYU(%6AH8d4v4vQ z3%m=ZEMk8%=NJ6_gjWPtb+~hy{KfVOxA-7}NA}zV7t@Om>CoRDrQ`3LzOWXepN(Mz zCL0vo8RC$_&1!o^ha4zJlH6dHJ?h8>rEEboxO`AiHh{LPmD|%UW|CbE9m-_y#e;|v zzYGyH{5SrM!WuJ>k%j|m?wlBxWT-{ul+9kiCG?b&6%6o10nxB|wV<{9FJ#*Pu?mQZ z2NC5kfSuV9mJ@aO+apvT1p)kS8 zmNEABM*twB7t&@vUnSU#R7e2==(zj@+~tV6?KZk@1)b+PQNEhs2xE3~f=f(0u?_@s zT4gqSQABkbr7~NofK`fUO;>pmSL$YB*9`aFF^VWg03Br?%BFcqTa&1{6qXocA4(?~ z@XB1}Zn{hfMG27o9re^CI{bTn|D$4xMV<^*42ihs438tO-IJJU=lguy1p8^1cqOzN_O+bPhzYUZ>zFvvWarPs5awjTxblsIHw zGy^ub)EK4f&kpl5q(a%CqKp)bBs-*`4+@-qkEwl@WbutxY)jwi|gltd!YbV z_LFP*GRD|X4!M9VVsCv2311!HA| zidVfem`$gr;QUH9L3}yY2(O4^%UYQ8q8uF_I4UvF+0kAZD|i*vLno!bm|F~RQMwD@ z@`{e&($duCNLhf)4M{87fh32yH>3L?t%hizV5@9D(Ae&q8*&h{7hS74MO##dnUu4R z!NFcx+Hm5pPr=c%qPf{Y94$ni$#xUmxi&r%3jro+|1&9E=-Nl)dvxp_e~HRbG@aqB z1VO3A`tUJ{4%*68O!y*zOaxbg;;EwUK;%&Fc%D&!0%>2Q(a*Exty%Y=MF>5-cKz80j02u2TDFF-^nw+!<{=zh(mx5 z(kL$F+)#NM#pS)M^!L6~`#tDK-Y*x@*xAuroO;j52!M>#P@UlFx^i{4G9Mku0|eBG z=S$1gu`+}@t<(tXNavhI%Tj@5WJoM4HNa|?o3k^gwlX-DlM1ZwZe1eoO}>|FbV84? zA_UTUcYN@L<&taKr|1amo%Fx#CJ`0Q%84Lb=}_={nSwMWyeA)(ZB{lo>(EYAj1CMC z_)i^y&xP0ge6e{y7f_#j!=eN!FRP4Kn3f%0~ZvCc!DR(m?BETV;P{-Z(Lc_c5{y14I*Rn75Gr5Z6USwSrE($1a zZWBK}(Dfm-9hL@xyXG)?cPSHAXSV~TF=N4C;5O>&4E7EACLQ$_uTQV{+x7Hty18j+ z$ZGCocomGmvgbjE5-q@oJ_xjJxwSyTQGTwv2a8|kdmCh$Zl`Qk6 zQsze96I-Ef zoso^0NLwpgGqU+X)}lIPtsE6rH?nzt3?o}PDsE?F7N*SO!p2oifRPenTFJ05D^~Np zH1M;Ux?{y?n4Ni9J8PbfdKFdeEF@{rqF)iHEX%f9<*5D`K3&PW&OZ&bMWGgV{z-sP zkmR8#(HCupHUg%+FY3leZ0^GinLM1EEV^DT<%Cr6WRZ~|bTSg5l$&8Q&#d-Br{Wp5 zRz`?KQWdO|oY}3yI*A+04LV5$7W&mRQ9uXUOd@BYTzS8`6C^e4Mdj6;Ns3^B0Cf0gc=cYne+C!tT^orJN{}X}0!3cAcg-){ z^SW%MUsj-OrB~7>fk+p+9$q+OISNS-Yqi;d5UixOf&Jh{~9P8XZ~^L`UOZH1%l zaB^X8QH~!=lvLv1y(!%Bi-1*l+&G(6DVjHsT9UjTMg}b^8scm+b&F_HQ8Z3Wgl=U6 z)a|IYMle6vWMgy>_esvGUR9Nh6sQtmc%X!K*4XjZBtn|WK5cnB%Opi4fB znD69N#@h;}7YM*NU7dL~q0VWy&zw?Zyn1k__3TNs_6w6fTX^8V&T)x6a5#`Cpy99i zB6NwTulrtYvw+b#E9!(V4?A;IT@BbL?BUAX3~-oTt!RUSInKYlmP3jEdsLUy0Sk0g`9fuv(RzT&%_gn! zzrTRS0bZfP!Q0+ZU9SF6U#fmr+f}zOX+GOfN(&lKP#p0{;V6ezq;JR+Uj1`=n-XEu{f%_D_Vl!|nan7A z3EkyPXZqy+p8s$3f=7Ekei~C218o{K6rqc^1IaiRz;opw0x&SLvSiD-V=4lfK z>_B^P8#-of z8)m8T=x!XMm1rBj>ouJWE8kl>HfFLZi8B4p*kuZoBF(@I9y_q?=m^|wZW4~us@5hP zu8m%HAzF!s;k&-A+3`S<1g3I_v1cHUO*D z)9{4rzA>yauJ$KdM4)Vbq9p%h?AqvIN>uYNd8OVOrW6hwo0)N;*PoBA7e^{ljlbu$ zOUw&}eR%(FuvmZgyigBNm2Pa|e_*BCH)cHIM<=4}Mz3@MSc!_ktG)yWj>2embGxF$ z9*;ZqLy-*$aTc*NmFtHJ|iAW1D?z5O3(W! zL__r8*nakuR|FRb0~$8Qy_&q-2gzi9G*=W6h7|$HZg-lJE5CThSSy3uFG!W|b`ajo zWg}O-gOCIW6p{yZ+yUcYk|bN~;S4?H&17ys(jeb${kdsA4^IAO7kOd`5+PBHOaQ@F z!LGV;Tbaw>x@%=_NFE?ul`(n#Xz)Cv%VpeAKGBR7Z-$8FNdgfX__!)1-akIWL!dwmJG!a+RH|Btu+1IUY`*yavke<>5^lL`g6W0h3V{ROeJ+r zrRkWsm>2uelVPT#?Ul3RSKguwSjY8=?&YJrsLKOo1Q8xqWxAB)kYegN&(39DQoE3?_0X6eIaKxikH$8LPL%kF8uKO+cp}KG+Mt><9Y_u3Df8R2Q=IX8AD^g zxly(m6rYe0qCyHC1_-z<1!jBEGFv6Tu$@Z$a$K`~?Xx%X$clu(vp2-x^@8+s!IK(s(1dx#krCiHMy`ARO zbQUyG&x)ZSM&RK~59$umw4n3txd&-FIWer24rSdw{`UFy!Uf?o#rycVq!`;FsOX2r zY{ne}y_FQBJA?>*d0f&-mqQce)~nFHlO)l*?|q58fU~3=IkGV;4mehX#4|FXCMxNM z5|svBtze+Y4Cp9Ncn9#2 za85bh#dMg*Ea0931q1`1Z%wIgw2PqQJNd_YNfroPsz|*{r$f05W_GUx_ zP2b6!vE>c45g|1)GNFzK+60FvD}YFZ1Tr!KAG%FQYzTl2Q-kgepBM}nG$OMq-XUZ0|+p;c+LOGyn`smQR8YkI6Ko559B=O=TV z%zJD$iirV$t2ySE>+N2qP%rjlNC`2mWFRt?%%00S% zRk*F35Z6fu?)SF+X~Wa5=v{|fGm2MJgs2GJtQuMj5cmN`;6QgQ?w7k`co$W6f|@Yt z^5P9`*QR@EDGhPkM~uL^eBis)7R#EtGPE@%M9&(3Fgm2G*p#^cI1BHyC|>Dl^?YBz3^3nJkhQ&McmNyi3Bmqpl0BZpj@ z!*diUx&eqV)UJx9DmS93KBX03lu)^<_>7d0gUGMUB4k@zg(b3;MJumXPK0V>f!EYs zj%`Y$eSW&UR_p6^O<_bLbv7ImuHrUESYk9w-nP!>)(Gk@+{oj!FRG};LL+kVBi?Rq zoM!078}FXg5VB%I3axC|ghh4xgLXsJuU2C_X(|OEfeCZh)8=#t<{GQqwUra1JL$k> zan{GZ99#V0JiRpsI>h9rRF7eaI!y;vtO{Az-Xb z0J&wb;0Dd&Ww4cKBS;$LJ0Dmzd#OjU4;TqT4I?o^3GOebKsg*F3P}Wt3mq#u|D|j* zDh?f;oDebCVC2Tqs}YtGTNwgRE+x9@=GF3QKifY{<|mrwTTi!zg@@PKXbxX>5@A-? zJ>FEXtS|t%E*Ty-zfEUXrsoqZC}!t? zAR>X-Nd>e^n}_#kTFqR?O2^%T#rN!%7)a2NxljNHWx3rEW^lRNIb{iXfOCT-u=Llg z%uaUySmAgLViaX#$)FIFvVYKA;353#oKluj0qwfhpzR-0s&00Q9YXqacX9#mZYsf> z9^Ot_=sAwEQxy=_M5LPOnz1MGOp>;C9-BM$AC&xC$3xSk#jtdiw zl>EuJ$nGRY@Fpd+5q?;F5+jz^L&l)NEN+7o-rokNQnStw4u+W^je(I5XdmQTBhu}$ zau0s-+%&L_Bn{jm03BVUww!30TNFTf*T~CJkd1WUNDBeTkNOa;9 zBHfR^6nsxLAQKv8QRycgBuVV0#7*QT=$KCS^tZ53@dRBcEy1QmLZy}s+3IjS$a}|X z8!{_NV_*@0?q)~9{3HzUthPu_8t%!vL}2`r=APBYhcuM}kf6TH%<9#5zlXkgRc(k) zU>_gunKH<)PSe;iYlA$5=~Sd!${^OB%M{L08^l^s3I&IOqLD$2e%vo#k)7nsOl=VB z#OXwU1v0YZ?cO#?poK|lJKjuQnvO*SAL+O5{rGN`TEFE2(~Md?P*P1qc?jjMg)>cL zg zA6m~T-YYr0F}M;!)kjIj?HR&=}wlSHBi7oHt2Emu5Hk*Bn{uB z-0>EW&4+y_Y|Uz$4+u+f;H{XSxw5^!_Dzc5W{=8hCVioJQP>rGC^Sin;i8P>(BN<{ z=Mig%1|&x#LDGR6_~-p%v{58s8(BKO7)8p!*lsWm14C_K^wJa_{x@$8*<`f8+fp5+ zRb}#$Y+5vwj_mW?Q!%{*+dstH(88i5uA1Z0Wa)4?d4`EjIv z4wI)-@o3=V7Q3m&Q$GD5X;SfGH>3pEtz;l#0XN(WR=%_v>;n^fz_7%*z1q#?h1ZuF}Lna(a&B0RqeS+nYDPEb4Cg^1Trul`%3EAUP1I0+I{t zgdDH1Z*Sfb3RSqljktE4x+HITbrmhFei4%tV0Q@6+SjM+7gHB4IooolY(4+@WCPUIxb1zS!ey8dc-nQ?J{HMq-|UuEo$ zs?t}>^-0d*X7|yA-C`$1s@2LxIl3{$x(NS5OAe^Sz=KB2;p6p^%w~*%Ds*x2t|xUXyKM=)^x`fjov9))6KNG4-+qDA@Mrf6^5@m ziGck31T?>$-~qoa&EihmyY1u@<1gm=E0Cq&C&YuyKa^xno5b@xOWN}@=p+F^2vu`? z-%xmyTU5%crjsIz-$@1{>J2@+Se_eATOlEykqbDN8f?9zn>0^*%7$TYwcO6>xY1&| zZr0nq+?aRFSv!j8J(2~np65JUH`{91E*hH!cfLIZcf=IWwuaI|Rssoj`@7Cl4U_$n zvgeq~K+|U1*O)CKIO3PU2UWL-VbpBayW@j$lSlC)#{bXUyLGvBTxo)?)m64ES$E00 zOOP!~lqDoZ%9g88T`rTEq(qxcvPjBub#*t01dy2!kpPSfFPiFJwQ6eSVb)o*=0P>9 zW}fC@9_L}6<_FC$nQ!li9T7WDoD(15wbd|kFsqS*NNx`LYV|nSfoK6|JptBSdt@+4hQDO~@EIIR`?-D66Bkn9F z7e>19%H|A$O~P|74n+RXn`BXjpscfAk0c@JqljULeUySr$@5$yCg`IUk0*T`G@8UW zw{O%(1z;s10guSAX1Oy&Wzro$W3wDXC`!f@BI|~8hCqI9E@H-B)fXN$t}kUkC8GSZ zYeXqYIFU4rLM?A6$pBVLvV5srk_#kuCP@R9BXb8o^84RPyJirAl5i;aZptn2PrW{E5# zkQ=kk$?r~Jl1v1Ou_(%W>=8el?D7Aqx}M#2Yf!!+hsY6I`2)q;+*YoR3#Q;q9O?3%Y*rl%jXxZvtSFUo$5>`dvuL0Iy;08I~w({H`ZG%;GHv`K7>_sjuY;B9se(l z^{m05q^|M4YarGTTbYX0jBK;xVHEKApLdoBPq0=R{Oc|WADKC)O2RSjq3HT@!GQu; z-52-u+<2TzL>*+sI|%c3X7^vdaoYetT{Cl;KMF z_RycEuWV?c@%NAW~O7$QA1gax?5xz#vo=kBSYAL7x6gAs3i`-O?s8hCwLoMZY zc>hn3!;VSzuZv#cT{ae&sx>SzwE@@cz;nNImS&a zL)^g>d75TN@=Pz|VQZ?1f60lo#<57`cy`+B4sa*L{n#}d5lLyg6xUm~#q=*q~G#SRMs;D2`fvUPbl=30yKP&Sp z>N|I!s;=K8RY9L=PZ5;!n=aKrxB=W@7nS9s?OF-(huHO{8oudT!5W&QlHRH2T$y{# zLFuodIjRRc)tsvlUUN`4yg4$M-}LD&Io!Eidun?G6LJ|9Hk87=jQ_RY5SI|9#24|Is^5hD%xzQY+d@PwaM{zWo{v>l?kT^lN}m0ZrYck?zVAUsAOs{)YvaP?>h3L zo^?0!>bg`bFX&6_axdyccO$Q^_q6hYZqxcG>T-zZXpMaoOK{b-jku&JlQTxV&{byj zEoY2`S1YIM^d!s94JJy|mSyKaYm~_#=Hw+iUWe2@>gnC_EjwNXyoOBXmy%76&d0;v zay5rRTA4w@jrJ`^=OjV3^yKR?vqg0XUcJ+AWMV(GdX8F!9M;1C;Gb+xLKB_oLkP>O5oMGUwYN$ ze6lj1#Qpx3m6`Br#1WfR=HxJR5}69N9EJc_qb3lOG-#70ySwP&z98)jG}&%87Qohs z3%Di6lJ>(BToX0hx&6?i)=6~CqR<}t)^mZA6^1eR9#4;#=%7^Bne|Sn-x|=!HA=Mt zQJc(9`1KAJr|^>2?g(4jV?AoMO8<^)BgtyX?~P8*rn}u|31BlCEw^N2a>~SL4@V1q z@5Po=CI^}k$h;yixd0?2++(cOZMgsx%zAOmD%vWuj^5H!;2mTggXY!w$#Bx-ehQ;X zt$pR6w(A~K_%)(aY9xEp4SaP(PHM4LXxj$vP;0chcU%Kc&gbR!>vFHY<$PWNSL;-- zIjPCMh;L(`O~*J*qB{1;c6A_tt&<7wP0KAMo-|_LALAA@eI{W`Bep@TmS!16RnpEg zzEG}&TiSUnWVJ5g6k*8*GVVP_1KIVCq(`lh=b7sj4tw_>cjxikb;~9^cBnN9-8=Q| z!ei-Pe6n4;2w>OI=zH>HyGU&7ZrLsjVvRJjkt~Iqbe*DLH)9ko_I4(VVYwb|>9m%B zuhE;(BI1+%A%($8O?0;{cMn@9)^m%Wt z;HwKf@v`gKlWj*#Y|$>rmTkwQ)=72Fn3BD<3ZvS&BZYOKRtx*949 z18bfQyQEDP^d6$=mOZ8$hh3`1tuJZEE@hq38I|_Vbmq$2=nP6cqcbY=o$1V#y3rYw zd(s?w78@+KG=~yiO*s>rlyA~ZafS&{X{EZQnL;pYbP20yOIp0m?OL`2Es5OH;#~r- zQA>y4vGu`&3hNNr{)kE7zQM?dSp$n?_)WM4^)K5^($fr?1e6s?D$b|;1_KV7ZdNAc zf8JSAVw$zm6Ms}++ml--Th?~Ltd=WpIBm%pDJ_RN){ioCY&oZLpf&0ouhfU6F<}aq zr_<;bi7kx@7P4BJaEh?xh7OMQsvO&LLkDoxf{07RB)hCxZ#0K(cnEV40zpoqn~JvV zvP$4}LSr2w+lI8#vxXVTRk?VyU9)Du8hOkol9DFM+2|2%>71^Pab{0R+tNg-fNLZw zev$gqR99&bSCf?32V3SNt8macx$Z?*OOsxgv*~EDm{#m0Z|QXzW7kNIRY)eMt7yp> zw`~nBu z+a!}S-uW4VV8l1}ZaD`K%$mFs*81!s{W~o|0<2NRd?G1n!bM>9*jH{#6Rttbi1LN# zkIM&h>;){ii06T85h+mbVAV(LcL{r;^6!7yuK%s$sZK%NSFUGHb}6{XMwkDVT?*mV z=p;5N{p74qY^mYmWy@Kgg{)B(?f$1TYP92w0$!b@Afu8lD2ub{l+IKow%oRKLD9%H z8npr`*5m}Bv}y{=cgqPtj9sHRURR3dbX81v_iS4g4P?DSSn4uugixaEXm%k?Ur?hb z?3Bsjl{Lwcj$WFLSNd$qmLr{D*5?_sN@*r7w1l&JCn%3vug@}z!phu3U!`wQ+ClCS zW=0*cine6$$1Xl$o85AlAiQc#%qDu0rAcq>zBD~*y|$<{lh&2xDfW9$W5?<(tt$?+ zMxW!Y&p>%iPnNgbuyFcnX3YK_SLKp>YPdWdUaHl0z%BRG67V&dn$RNI`^(e{JwoT> z&tjn|o4^0}?dFVGvb7VI&?(7G&ed0w($Rq}=jsNrTCimlRmqNYHA{FnZ`qLwW{omo z6>Uj-o#1pOT!30UY-z76f#=nF9U?n9e{;wbH36X=mFg|$Z!z{7qD6&h_SJyn{bQ}x zUy%b}_oNrilkzbqCwuXo0hkG;V1?WpiOpN^@xef{)E(+I*vkzhqf_a=yalh|37x&sR_L(zvCxV9%@$+^O{l!7j|0J_nCNYK zj2Ktwqi*<{A&%?o>a|TbY~h5=&oj?pe;f}NxQCSfi>uX6u$hKTH-F>AYXAO290tMe z=~SQi*<_yCge)4ln|$il0>5!XTkdmg)FII(^|<>1@rTPP{=aioJ#iXqL*9mouTn3? z?PDut^k8sGm-fHyKJ6h_v-E~vy0ZSub<0}5p5dHzsaF3V-(5O|Z?m+@*Dk%CwbQ%8 zk=yEa{C|E2DK0TKOmpdbm+D_{mTH%KVK4rFeb*@$)@@QR7%m6a?$b}*^tJx`tJSz*?o1Wp>CENH9#&y{DBL4dpsVF_XfRX54Q)HztmLq zpEpQsu!HIHUcfa~l(_UuPPm_Vt#Hc;V*ZauGlWU)4az&+o0vRPppn4TD^8wY%B5b@ zQ?yM?o=Ma-1o};8U-B{5gWh-*Em9^MlzbXCqtSB99OR;_GZqbj7?YpbCsknb)WvpQdhy0Oyv#0j%saRx@JtQU`-z)4xK%^v)rtlY?04e>RC7wOo66cvcH=9N ztK~)tM6EYMCov^);T&rdBXk}3I+{g?$c}3T4M#j7Safj<&VykeJ(H@yo7ajIbW(Ea zMc3TCW4_4>`|^DB4X;cWd*0@ybpOl7U1SYIo&2OC$##FaNku9aGh{vHCgoxNf7)F_ z6v=vNQJ=U%@%M*RB*#>{a$^3+-6bZVST8BT2QDGrVL4975Z5jBPowLBH*r|50?vqb z{8ELg8^Ul87ZCee8)@D}Lntw1#m9;y75*B#WLz_b@pWz$uu zQ4$zWemnuOo=tJXihpFfFqOW|r*r*;!$q~Q#@+wYO$Q2b&u!xpVE~< zn~!>F@N^o|Iz+Y)PGf5wzkV{F9-+sDt37Q0eTp@x&!7C$=2fi$-wezd4Hm^ivWK(|n#_#d}yVkPt% z)ungcEFj%I*!L^z$F|)=0za=_sga!b`=ep~Goy_fTsCoLEko9+sLmeNNMii|OZ$d(tmUv5`kgb>m&qOjOJWGBz@=)Mk@&^QkrOw8A1Y$3Hi zj?>BH(H_oH^p3_9Nl4!gaXnXl^fmgNdH;0L$Dxj;ri_q<*$z{N`SGN8Hth}{&0x`2 zS)BE6WbOffU#3;CLTpz|Ogx-$ijRBuhvey}^L)K@S8$h*h2HwlhV*fUXC0wA(RCSa z*$G&9pEs?=@Rl?B^Q{ZnmY(q0`CY)r!_s`XTs|g~0KCvuN&jI-0?I6+$WBC95p2|m zEy($psCBou)>6h76?R!6D(Ju1{U^V);RLg})r{IeWH!rQX3hyQHIWkq%iD5vHWb)W z%YeK};*?Nl`nKj?+z-Eae0DS)kNT<*|KrvfSH~pE?DChh5NG3uh#NqS7m>Q~zg_q> zrh1b9w6(NaD$! z=-_SA*U|3(Ve5RWArf77gKLUw=+E{R4|`oRJ3PTr#o<}6Yr?$I?exd`B=475af}$8 z|5=MdWW8hi%t+R128S{P?nuGBiz*Y&WKXfx(-jv!J)ipzx!Po_gM$pq z(mhP`h%9^E74`xHS@th87r_A+^1Ij4vK_?Q($ZWaFPUpg98RP|V@|XxxZUMinWs|L zDYh0cRpnH>(){p7zL>1{2}5rmuEV!4f1Q$nM3tf+FvL<#4jVkXTw$ z+}Vkkh(LsV9M?zx9$b!2r-LpeA?VKxu8;cO(%z0`CFn$?ObA`^;S}z4j9q%HM)XqP z?{*?e!HWoM!tq7+aNe8MRif-fInMfIFO^~uNp`6)>-Vr0#Ea1#N7>nNyu1#8!u~pV z?1l$xi9xkELvOAcbas3#(Ham%X>lc`&zQWLjmQUgq4~1QzY?ECQG|jljFLbTHgC%W z8W6>2afQxKAn5v&Er(l%&{TveMAmwNw;rGL&dz!&Wrw-uQ_4z#i3lyWkV^64F6ZUw z!M4R`Q8cAR7RDdi3NwAE5|};lT2A0Y&GXRZq_s9tL^Q?G*g8lEii8j)A$DqucaBG6 z%%eujB@Gt62R&RS4J(kMzL6_G2NU!)?pX<1G}uG_>O}-w*5@m)Y|YJ(!fE?_#fcsc zS5?iXGnMFUf8#K!676w?-MaF)FDYy6TdU{}w5$=xfn?|jSoq@{Uyz$4&bz9FZ`JhTZ)m@IkbDwo~cG0(q2gThg> zKFW3yndckt?W7RPN+L$dXB#F#VVLTnD*aL8jOUECqz153ljRdhQAQ15ri0a`>@mG@ zMumteQQ_}Z#Rqc`ZnsF>ZLx(akC;~Ff6uFmZnD^cDt(8AR2ZKR!R-}x7KgKW7Y9Ra z$IcELaSOH}VU7r{R2VxYz(}#>lzvc?c|LKs;XeFt!&=iJ#US{^m9W{J3f zSt5E6O};iD0)!?aOd*n?X&5*h#+_Ka^i}EJgj#?iYI*FarMs9$E|tx@ z3m_;mLX-qbH#=Sa)h8-x&3iwB&^&}$B3eZ=^9_gqp@|4nh@>N$KBW0gUz^Ad8+Swk zqX`9DNF^H=e~i4cnx~E+6d7X*k*yVrxZ`PDD+nQ^VMJlE-3#t@z$Fvf+SIsvu^@`e z;tHK@;P%aKZ=lz1jayj&l%QpNp|&yfjJUvjrdIncWWBB?u)Z$NYs6sbr++9> zi7@L_r{C^lCNr;=*3I>rjie>WMBI6^7}w%xWjPog_h^J1PZ8q@-hU&ql`eD!X3s=4 zQd!3;a_!cAwOs7(&AQ~w6g#O5cbcQ2Rz)d7leLk)`V-a05>>4*=L$$ioO;pnZ@0~) zL?yzKHIdfFfBKqO$0~A@H8K29Rg2J{a5gr|pe@A_^iKEp?`BXsTbBJ}wWuX-cBr^lG#~3!2pI*c^%@Y2xaHfJ$V}U+d z74k-EtB_;0RqwgH4cf&qt}r@9o|5$;GT&^}E;L?QnPQXN3##H|b!N;RaAl|4Q+fkE z?ru~S6QHrO#49elto58K484|;m36jEwU7WTB}aH9m+YA!k}<nz3(RF~bK8vsBYQ8>;F5=?LzNGl1z2hAimmk7} zJAJs=JL=7sxCBXWHa2hXY0xOqN#2aSF(!!Ej8Xmg*77W9ojlVWk(jB-NW3cK0tO20Iu>U^-6H5!FgwAp>^lD3Jin~hzg5`eX;z$cQ@eGYCH zf;mDpm~HzU16d=>a*D8YIZjr~WgH!1+j6v+HPVDtwE3}naukL6*ktS`keHotg-&K8 z(Jf%jXCwM=q##X z!*4!`4WU%(!XI2RrF!5r_+Y4KJ~$q=Tw!rDP;+E$t5u<7(CR*E?pNK*MjCIg%VyuSI8!M?8dCg zt-Ywo4jWHDjEtz}%R^UK)?vz$nu|FHv;!FN4>sgih>46)zdKd3LuKTqilzAumBLCX ziJEGpVTL`G6TM#FScAbzX|OC(C1MSHrciZKn`>aKqz1zx8mz;V)R2|#iyJ#kd7KnC z(1lkl&s=WZqeb5yKUK+ZZh4O3$|^#xDlzljiV?V^82QoVj6IrbauO?>GZ<_a3!Fu_ zhXcYvY`j^!Eu$u+m6_Ao)t^pN(l#wS50}*BxGKc#wj%W%TuO}l(UqO9)%}Gl+_2C# z&KU=n6yvxgXT&CnfOar-?Da z9nOzcCjL6t(bVw(OK9Ts%#ZcDZL9PUm=MWg%BQEV=l|IQboD6$nozl6+?LTCF>)TL z+{+$isOKU$A&WEc(d?q4+A0GHOo-wPd^C$J23utyqg7L#=_b4-70`rAwybQm;Kn)^F2Ac|@U%x+s2OtSxohbWwsQbZ!P|s{crL_}P;mHJJ%0 zA&I)D(I`)SrN!65I4u`;m=<73TA~JwHR%O?Zhf0pWzd8wYE`uS zoeZLpYMWN&0EJKt(zY4X@2O>E*8RAq@`ac}Th7uQ_K6@2Y^PDbfgcwLHTp=G;5Pk+ zN0ih#V}WVN97|0adpLj1Mu4ozRRt=<(U?}MI@^qC3?@WT`O$BBKDiAAc%-DYATctU4G=}U1f zW~Xo`M-`BAkCv8)TP#sh*dilJ^&@ng7iKyX**2*bJfVx47yYcswrO4lO{k)Z^UZLn zqcLq$aTrX9?D?R@Y#fc3*#Ww=l}!-Z8bO#sBpWdCIizeyTjGh1A*oYHa+(8?ALe@Q z*8DUFW2gifR7sKSVBwyY;WwJB`3{x=iP#ud=zVdS{eJohY$PLV|xMyc@2W4&M7 zyut%PGXYUpBsCjK19(CqS+_c(P)|BB&9ly;L}Uh87+s?Dmd6H((%a9$ zCWlZw*tW_&&{Yn2k_wshJwPayU4&pf|MNy=JEQt*m z2ct8+UAGYi`xrM@k{i9M|A)C5N2%)&7{w_MUB*hEk00PwttgxK`358= zBwR^jNVjb$O$2-Ij+Xjpt$CE9i+AHUN*zGr)DdnXb@2MzJ~IJQq6-|7g3QE$yY1-! z64Mc`r0xgi$el}^bBtEQv~Kg3siiK zcfmDQ%p9Md166M&kL%Diwi3a9$EXEyAEsHq(`?U@}+nU}Doo>)h18-IMShb>Or z$pOdC{&*Ti1 zK!P{K6k6$k;;@v>J0Kvak|o5LWjfQ*GMcjhL9q~`u-J7D2QqDzX{BaDu}~EcJ#a+Q zFc4>IF^g;EVdI7&FcG1}mehID+3=g`NY8gSAvG`&sl^sjpQW>Jw$9SoH!;~aE=%qH z2CT&h0K7spYwR{4{JY|8e9$dM)ASLOBw1R-e54~=HLt5ch!}lX9O>Ed4rZVO_#^AN zcJrP+K#Ex%LphBrmBX8)aTT$xT$%bbuAG8!mt&JOI;5D@F-RKivJF>s4>8?&fO|(& zQX9v734k=W#}{hXYH)vuBF*;R<&Fpt5gjmv$j(JpI3^GUJ!(7`F&H70MHMdF|Ewm* zV+z`%=lO?CJ3R-Z83kKNT>?iitf{QrAc2IT=@?bGtUL2+LQmnpH(3n(xceyTgzhy@ zX^dCapx8u@HB;j@DMV7@USg>IYZ@O`P*7S$$RPq;i7$**Q|13*^L(%{npm)f)Sjwe zEzoL*;R*cS_+&aCEl(q(#ImuD8e}D{<~`Q{?FNduB8z?VXHzWv_xwLqre*Ig@!u&a zh#I~KFoSOZYePiNRYpN&&tZhX`ew0^FddX!q#wS=P9hWWR3VK&1Z ze6*B6K#IM~tI>FHMgCNkGkd#SUm*nxj5UZvn%!?seX;-L!KJja?799%$~2D%vtg@} z!e+CyuD{O~YLgt>4{1c!fvR{4j$$5>2RRm6^KS2G#D5?T*wF}!c=#bBbU59l6Ne#r zxKq&$L`afqssQ%Y$1B_$IqNM?b*tZP70^5)On0FwuW=pAWHkA@S8*vzcc*!pAQOr9 zJQsgq#p7Vo^N@AuxGrY*KSJPF=z+8MB2PVi`7#p==QX?!PO83z!ZDh zXTt?_)(BZcuRw)cbuWW4g~!`F#$7sH^KVrV^SN)nFIUAfuJGHF{Wk69z2!8;o?ZS~ z^;PU1Rk(i<0h%S2CKu#3XO$!Wmg_$Rb#Q(YuJXK4@Uki; zjjC?((2Z`A?z=AAOuybVF_@HupefbSD{c+*Nti8XQ%q!r9NhA3^bM{><2!rtFD?u7 ztIGat_gz9PRgTgdDNe~u)mY4>*WXO1dptC)=Gu6ey|vAMpAbd&X)9=vpeC&dFps-3 zDNa~zE&a#M3bq=(T*B4wx}vuBUenTPQG*PKFF(sJOr`$o_T#*uw4yJjhs zmj+YZ`X^U=t&Lq|z^0))p2jxz5Gf^q8RD!)6k^pCH_vJyC^kYA7HJXX{qN>2qO|k< zK<{}wu9CCl23)bXs(F#il@L{xTkZcM}wA(3`>wteZN z*=n!9nqwHCu(;a?-!0=Q31v1(ctX!&i5je(UmExAp&o-*rN^>~9y{vM_a%E! zv&N%dj23HAOrpegU-a$pYzA{tzXuDXYQ&AZuLvyG5%P!(d-W}SNz+l03U^0i#ZrPM zO=m8Zu(7l>w}`Z^84+6PV)COc3qX|Ot|7|Ig0j@x6L;XTO-fEX0}Tyt~Sk7F+C#-W6%q!+wH<)*{Bx^(NYQ!=EB^Pmr_!7;q_)p0<@Bn;5S!2f{_B|SDO$l zHnmB0qme@6CDep$k~2a799{+(7STria{v}A34U_f5_EmR&!slAQP&p%*2q!q#V)(4 zro#ytQ~$FmMO_(>aTnb(DzEV-ol6R}EH1$;WoNA{kwSzR8qOa?0vlUdDnM)WIbM-x zT^t#yF7pN(WnP3>5*GcQtZC*QCp@h5o7FT8SfR=BNk#?zq^)IipQ*MBY}7l2Xcb}% zlPIzKEkTj-@3ip5Ej6h1@NkMw^n9~L>7~HybjCVFw%vy&*_63(?W- zQ0CC{(wNZL@(?1WnAIp?k2IKXWZ|IZPT38|)I5$Vsab@S7053x&x83bedp(#VTZNR z{8quGlz1*_Yr*_heO)S-jpnx{$XZc#C6!ozZ(LI8wKr*v*4;Mf4A++O`oD1qMvqg< z27@kz63pTjk0<@p`E-IgrK+YI&Ef*El7fIoWLQHJHc_T}^lEJXVTh2@U<#4VXMVVY zyUsmMiBjElzABzvEC-$8bDoG*$knJ+ZaQ&3+}ZX*K{&@)Mdg&e?FR7({>8Bc;?dG;iN^z1d}G_Kby7ttHpA9 z)*e3Uk+oZ=^>;ab9IC_hg7^~dXy$uUs`z&axOo54YKaN`V%fqzNNb;YTl9>AAh)i< zE85(72W8I@0PS=mGAWh;(Iwkivu&L$g<7-@Kyu5Hv__LwuZ7?pC*xs@F2bhU0-@$d zq(%~`>R#3;UZ=z%7C)g}z(rG|e(T2Q(QweZCAUqr+)JXv!~&W%bn>s$;Sh`0zk*W) zlHYm=r`*;JT%I^WooIc2>r2ju*N_jLo)qGA)|wBGVdtJi7qMjzQUbA^>&w>7S^EwJ7bB+2!UQRl1S@6HTAucnt$q(pO={9|+PZh| zh);@N`0U<2m7Rxc7pl>=XcK-L_-(;QHns)*+u~N`8W3e@ zg=h=@ZSh{MW_eBOt|@byKy+hg=%i6uk?}(`>;V>+=;&svWvg^&VfOSvTDRq(dLdkt8aE|+p7j%Mg4t^T!=Fj*r=(fIrr{uU4f0dy2^0j zGpfKwX@w4}f_gI3?AB5J>BXo9H)wWw)t_EmPc`0y>We|iZ&HcBTEE9o((|==Pv`tP z)%Yb!49#yw*f?!bptN|@`m43&3QSvIiswET>CT=l5g39M@_ z=;=d{;u#FbR{~U!-5@dyT$l$?A3mD&V7TpLO|rm^%S-HCJ?_$60#Q~Frg3raUTX@M z&x$vrDwwsSI-Q2UZP?q)-nQ)MjFzWu!`>$D)PHksw-3kJ=@xnOC8%TB~!n)hGf&N@w8Iqa<=~nZBFYC%_^(&omyMvc~%qZ z%WH08Wv7FF>K-aye^{=@tDjcB?msj=d9a8Gm1KkHx}Ky4u&AFQyyQL&yUb8UHV$%G zMF^GZeP4E@=&IAD@EtD3d_6E#u0p{E^`L~;s6Ts3awQ&WceFr!f$(WCZl4YNr@hIj zudOCo3!GhyTNJ+(jxdWCF4g*+?etl8YM~?u$hXB4 zVvM2T;T1$OmDl1H zMUAcb)~|BGI4zr{_nv6LtdtZsRDo2yEeIWZ@D)W#rw>|K@{cCE-ZT_y0Z|DFkZcG9 zSiHP%PS{37(DD1)WL^xZ(|aS!G( zY6)g)KkhxAuA+_PY)2q)CIjsWDrysq*%r*=)q`OL9YmcMl+N*Vj_a*a6{dqBTUV0x zRpnydTBUL^WMKP>v0p{)^4sG5tD%%juIU`;229<{dtScn#Cqe_>F5L=w5{Z*Xwi&ifu*DlvC1cV{x2|b*qe**)E1ZX|{uExY{UtW(7cD;F zty^(JbpqQCVA~e9c;i|PDe~?ENohx5tbre$0Al14 zJPi52Ptriii@gWE5q349zzl#09-s;$yLozS!-P5@Fw;0mK*fuf9K0Dl=_zPmq4S5s z$zahjo1yZjqRvit$rfVHegB)_sNvEMJ5P-nv?JcB+eRC$)$`OSOm|)+)KL z-Q0Jh1fXRlcnBqLOJ2oAc6NVEr5cWd*|X$=RaaaVw|H6iBYXCFZRX5$Pq&-Q0cbgM z@USj(CKKAB-F@a*+*0P)=XH`WRhvZn);lRLi(8UppF>h*tH-hI?hq^3=q}xzwE6(M z)arxZAg{8=el(ow`n{7Ln^8+WHa~@!SE-5citcney}y8opQG1BLbCJul)0%Axp?)m zC2f5{q;NnHQYiY>5xhN4&wBIwCag)v{mo1Ih4YFqhrr#hs`6*Uow(0z>=gE;QsaLN zUwm*`gtfk;Q`(h6kcgL#jxT&R9}ZUi;eaMlqf$JjHQjn>WHr5460!L3wjl}JdH4z2 zuHb8Q`RawwTAyFJafADhcaNsa<#;$js5INX+Elv7Di^aedJmWAVN1}3I=%0|rJn7_ zM{~sHAPyN?z%OF%?y*U0J(VS?sVQi zy~FN(Efz;+KIFn{M-K;ZvV%v1@rgfK2g_}?A$*Vl>#iDf~nKNBS)T-r7wpQIUQ-otn9r^h7+He zvJkK~j9#!D!3XQPeTrj9Rtr38eR1s;6~nvy9tSs6&DK9w%{FTj^xqj7#s`estFa3) z6&j_P5}AhVKjNAJO9!^7sj-T|&KirAl*3#*F&V;v2FXv=W=kb@adDr2ga0D3XE7w- zO?Vzz3FkiKb_7rE)eJ|ZISS;t4@vG{LGBqsv@Rc?r)Dwe_D9_l+N+=R;9A%@ojxS* zB{;RhIdd|6*gB*7g#RDe6tZ6VwKOJi;36+3aJ74FaJ2)j;*Bqil1r@Q5K3-%B}m8L z)Dm=NkGaHJK54CgY;l5HAGP}0#JP*KSiZLBYcpFLT*W)L9&^9a`rKtS)KK>_fSP@_ zePYW(%7w~nJ~~2Wn@+kXD>#vLdPh^ZkkQ1hwV1BvFpT1m#c({Gk$;1#XZc8aH9V$V zn2aotleQs)6~dDhZ(U+BH%ZJLBjzCZ9c6Q~J}vBr4QnY}<1ow(;eaqjHMeOpvJ>(;NF%P_X4K+|eGnWF0i^u0?mKQHuy&t~aOmy6sW`m{aVY=nfsi^1 zD-DGPv%BzcFU34?k>H=;Ic_D~owhFVPZ0l?b;!IYX__@{xpC*Zw56ab_ zqmt=c9aZthzUyCD2=%RZMF>)HVa-&~maui(4`*aq-wq1KTY*`BG*Ol{9pynfZoxWqF4 z&dETYe_V&&L39mT475qx=LT?}^UtK3QG~nR4hL?dP{3cgM_FMG3 z*igc>j@QQTx1?{-MbzI(5gAJA>OE!K6Ba-9Nx~T5-)X(?IwdZi`hgT3f?`ljdj|t4 z1_O;>Ja== zg->%jape%{q~(qD8%k{UJZ&9;=~Iy#hJ_b4j-~i96kB>4ccnif+2`s|X+d*pYPqf? zS<6%%s@2NSb~g6ZEklI5y+*faO9GvuAF*4!WKkKqgKp6>k&(kKj@pK)cwN?4YKHJR zt(+)h>${HmkdA|Li(D))CM)4P=sFyJdt~s7=WaX7YvvI|2J7-LiFW-rM-aH-LlVhr zz}ad%#u&u&3oW?8TDDAMs)OS)OF-hnC}g>cH*Y&ByaK#MQf|x7NXQp;6|S>b9i5HL zY(^!5)_@qdP4a9;g|o`D?fVZ;-BxL$**&ODYNd=my5ohaB$80f9B_CE%U@r7^%FR{ zM~j`^5-Hok1Ww>x4SV*k5PF60*OrSPk^lAl_x|jA^nYRYXU`_rftzaO8Hyj?4OgG_ zOFs9Rwcd~gh1!B@raM^jIUZ}baXiJVPOUZB+!P6@?LYAe$63G8$pmhd^dBsZa7O|i z=+*5ryD=K$nanewSPMDO;`swZbjv@3o?r=T^|)_Z7dovKJi$0_zd2e1Co>ofvBMA@ zDsIqU8x}i|h?Mq)wqr5}fkLL@1E-lZeW^9w3N#@>!K9;c{#amuH`0p5gsuHa$#1F||#bpS$EL(1^PdhX{qLKV~G>0XL&wd|~ zO$qbC{uoAmxSrtxzuw6ZPjGz``ullmrSadb-yx>c_9;!HAOw9MgqWjSB!p&(ECe30 zMhKonLW-+C6Of`?CPi0$iY`-%u1#9|oTBTJqH8e_a_i^i+_JV?qq{Xb9pUEE>FiV& z?#&G|z<|S~NzJq!fETaHG~&RvEKdxb`(CFv@^)an{um?i8M=#)+2jtB;i8X1gZ+}? zaWD8GW`keDi&b|84VJ*3&@?o#Vn`;^HaS=eC;1{1CqHzY#U5;aA7hO6B5x1dcUYv| zXk(F>nHrHuY%qoP+{S_hQrw9HU&(>p%uQN>8cd-*fk_1f~3H>if=d?~h7F_9#^f#i$^t;@@4p^moxTJSY?s zL~2Zxh-zPJHXUP)9F3X{I&u$fBv^c^K7`+P_{FQAWBVTgPso(W)VG8hS@TIMQJpdD zEm-TQYScP+G&qh$Q+Qa}?%j-lRRjt;!%LiAl^VZ%6NzJBDsI2$d z4fGVK$y$S~YyJzSM~UlxIy-SL1ZS9e?GCSSLoXo8R&KEe zskC=IY~!!zFm6jy;OflE=*qo<9}RImL=Rl^&G|9GB$rs9Y60?V+-|$I}(T{doNj9u1IKe zG1-18K9Vm}yEBt|Q}v4f!{#L^l6bc<+1_bT_mb=mPU_8Xi{H7jqy%11^$?UmUm1`< zvOJ~Uq+a^XWG=!{5PoQS0+w~APa&C}L*R-Z+_Au5{%Pv{4yDRXpLMs;U=K2`Y(Q0u zsb}tj#?5KD@t?1e!xIhmOOaBF+yt}dXj0%NZ;Ui%U}u4!phpe{MhKr^ zn}hxvu71%i7Y&RM9yzU7;EPvcv0PI@T&WaC(#X2!rgn7R_avGMY@sxQhl7uSFJAdF zBHp*ZK^AY_N?XnVWJ$tf*s4P~2{%>M`-Lc-m=i{+|l z!e7@&6aBY!+iF6d2eX(&-gJ61GDVzSIDa-_Qt9bQT#D zIJnNdH!hsNaqG_c8~hMrgZ<0|9G~;1gH|mYV_1%m=>t;@3~LDzs~N^VKGMY=S?+`v zd@3*5U&mLZZfoT|aC-_H{6UqaCy_@bL+BV|frh+GR9+#XI{M zMJVvY`fdZi@=d*q);aj}w$8&4j}Fm9;>2GPm+w6660`C2v98DWcacaD&;~y?4II0R zAZVD;PwdO9t#iM(E^kG!cZJD$miDIJITR z2$7jl)|}^|#*ctxgA>?@%?+8lcgkOb?i?>FGuAV;i3p}(y8RP_>=imv#QhJVk+Fmu z{1cmuGE=ok-8n`x8mjtu5Et{=Xh74!6uNy6w z(pr#~z>_3F(Lq=r9IC|15C`4xzpC?WV8Tv7+j#Dkz;FwHqKxV-g%9U@r!3ooO92Z zud(KW9$jP2v)$L&kjvIs^N2PJVDA|Ybd41qNJYjtFhL0J*$9glUO4PcCR+S1X7Ce4 z;Rc21MmUHU4i9O?s8}KOqxw2c_Z;9PGP%V?omlpwk6K{U#t5C_ryBI)>6?d#fADNj zmuYcwqxjsVil6B0+{KK_6WJW)2iP^eIfIdkZd8vIKzv{|PV_PzJQIf-tY4?miJx6e zumc9jCI)!P2CR4a8I)#>8MEm_jAMP(BQ)3}PbA(Hzu*=>xJ3-N_Saa^&6XFP?INm? zyO`($-kB-@Up#Z`?!^`sC2YIE17uca8b$(5m6rBx{?e6l7sfQwYOrmkG=E^8Pol4I zvx+r9|F3HsX8N>b)o8X0gKTQE&mHeXm4!=@S+eNuzTg!kDsUW3RJYC_S9Egz8*|9P zbi3z!Q(Ytt+*A@2rbdT6worOggk}1>3VtZhEN!u~FvAku#1oHwA$BoRlnBTtIpT!O zU^_UG`i=?UBel)^rL(uec5s5gWUs-s8EgJP5Ux8o*?>c$b~F`kXwI08dGzhg=Tq%K z+Q5sxQfL5OJju2967#GpYBd;5Rd>5PQ4B4j_z#E*+(i;;GRNz&MW#>RHgFe7fSMBJ zjACSX0+Ve7+ie^LYMrv9Ls5EE+F3RkXq!!RzN$}M|2o-3*Bq&$+gUa-vdt#CJ&6=$ z%!{18gU7h;T34sT9jrn^?BXddyaU4oU72Yme=ECiDz|nqt<>nn)2vOl^eEQ?|Mx`A zG}RsPX_T;C>?W}=0xq6lO}9<8TBok_eYZ-`&g!~>wsrju-K)E9U0)(Zh0?UMy3WY9 zuHPk=HCx|uHPL4N-6*PA>$BLl_5I#3L086N!qxDRD!5%(Oe}2i zeXiSopbW|^EO3fxFny@^uXeGp5ZvMiUs(oddAEMv`)I7Y?R>nLydj=2i+}fr>%3L< z68N!W|EMe5>vYOa6+(7{*u;gA@68BmQQclTqZV(v{dBA`;qu4KEyRvJvXMex6g3EB zOV65%i2$^k5Vd$V!B0ae=Z1Z=LsvGk;fW4ZBla{lt4C)&ZH8K>F^8Z=lS8Hh)MIv& zWaQ!%x)(CViQ4j3NgrQMNV0lIy2f5!V=zsqB0LsDc*WC~6h0J?M|Sv`bJI|DW*v|0 z5XEMR^|ru3Bo&34>pL-}{kvrgNik<*wMAgb3Ib>J{c`1`0WlQa>7(SVZ?LJ!#ssL# zVVwanM74q}G}-g%S07;e)qP zJ^B#0Pl-873CKp^ig1j80IYb@8@h^WfFqBc_l)k-nE5 z3x&I}w`%A?D(fkqq@zeS4z9Rpwx8@J6V$@sL}YwuX?}vg`CK0Lgzh7&j@DIOb8$`g zzrjs7uRt66PaJ>j_8#^gcL$@h^2{^4(uO%>2)Aq76SM$g`?9%utg!tE}anm=p&^q+l(BX(d97ds36Fb0YIt|2Fksq%v8)pb#6FDEi5z^xr`33=Qd((= z7U$=$8>Yjd@j(%kFJ&!Kdj)o?gbr^u{{(;cs9UvxJ3gOKjkZlX$p)WFgWZ&^#|^5 zhBv6yFR?!3BZ`%q4If1Yk5iyzRcIwZ`*_p?;x0v{AgiNL8M@MNebtJcW z-UL;BcXr{NR8R?By!ue8+SmV;|Q7Bg>D?8XGWmO>; zAAHG?z6>QU=_3K~HMGnN?uEsz{6)?@3pJcPz{FoyrtFfwPMZK0zqG4r>ZGk8#7erL=cDg1BNf?20Az$~7>VKOUt z1_`gHB~Uw2#h9(%gcH%+T228rIWG-pxcrfW?<2Vlvsob~mc+aJ=W7<%a{>4@BrbevaOUCD1B0 za=N21oInWQrrPuj7iGG8%1%U*wa8=PPy}^M{sH*7Z`$iFaD^+pGKTXS`$XP+M7765 znTkZ+wp%EYaWyto{ERD||BO$HAgC&hk}ao8)ujB!L`sRtS;lR9TwE4PnPSGx)*Zy#3s2UGn9R_8Z`2{K-eWpKx&GNhB6`9u(=XbevA7YOxq!kcLC z^K00+BfC}y!H_Ww^A(DSOpku?Xn5LtFp7qT>{uRR+A4ul^vfaNpvb^&2aLmqI1_J3 z?;6s}LW-Q=es0g{tF)x$jjWX67H7?Bs`IA5!UdRqhcxnNqQMAZ+j(>YFp- zdm~g#d{k@5h6S^MN_u`pnj)p@Drm(sU?%u|3lI9Yi5>=Z4z-I3GHq`3rx^QT#(WS3 zL&(lCI4OLilLCYQ4~XVoNd`SHupVA|z~A`@$IG>k-!Io15m!L>`UTH#l3rfQu# z{QccO@QFZPTX%4%Zh-wXvjyBTF|^{PTGp!VH5s_JfoprX;+5Nm=#U)}S|%bF5ut3j zBeF&eKRs)m!*P}6boqET)LGPE$zi5^eriU+!3-p93-SC+5kl50+#U=>rETTkuiq#v z5|0fTQQ1N7dibV3_prWt+bp5nd_OU#_>S9einolRR zi0#Tb~Gi&ezC!zLOoxxt-PsYzi z%y#*5QF8!9hm{$q_|OP2@ORBqW86V(rxrcHX=)C!$~i_ZzU?vY{G*wH=_#=vsM|rd zuO$$ZKUHwWIn&n?HrXoKN+3}+Tl7`Sir~(d9-LpC_GY*&V2D`P16qXePM+Q7R~eSI zCYoa^fx-xyr$q1|;B9~O{Rc#Uhv^X`!_w0%iM$NR-NA`u7pXJMllr(E55Y~SOmPAD zac?z_j;Ciw2uib&h<&mtW3~koxxkPZA!r|?k`Qg+*M!rd|B)Pp2?l-wyr$@I!FTTc zSJUB|Z9pbo^vJnoeotj=);-W`rhmD5Wc&tD?=i|TEGCu*r0BY-Xsw%0(H;8&l)pe2 ztQn>sb{YB)!R!c$!EEi{)b|qh}DVGonFz)NpMFSG;nKCb|hCDEW|;*!F0$1Xf5C zCoClsQz!8^y`-|~FgG;Q7p8_whr{)Ih#UAgT;QymX&Y_3G(*=Nr2#2 zSTOcN>T)eREAsLjQjlRU+$h6?`b9%+%++GO4TqcTq9LF)6L>)>p0QT&Th_`9I#X|J zde4x$LA_OooN8&zsJA!JnT;wtYpw_#48%)1T-sjD5L5V=`a^5c(sehxmhjn8f^-Hn zSc%@aRYQo3;xyQm#2SN6m~Gi$30|TfFlo!HE)yG#e;;wBqRk_81l;fxH0QYV?y3pi zT)zogbZU7DJSzP6?*uAzML0m~lOCN~;mU(~)og z4x4Z)m$L4kMjJk}+VFkxTClg)Iv^#oyGCX64qk=><=I)6?}x|Ph5M7~!!ZS0q6Mt( zWApvK0y82?h`6mYCV`MoBO(4eVw(D5|4*6vTC7%OPWI5VCNSa@3%RN)mbPIj-rJ{3 zoB7gYD@NNE`IdXi&G$7&2Y+UDXN}$()0J#m>MI8ax5!U{EjRQ+vk+bI`rS`t* z6?VCM3Aul(DsI+pputV%+FPcN!__)#{)_}cfns(ZIi5&i0GqS3j=x`W|#R)my zhBb(qfs(vY4hwiv?i(C8`xyG!eh(a{P{s8RtOT=65bXfX`b{9m-T zEpraZcqpqJ$QoF%DQbDFm5eDY5>J5HJoZ}zEhYzb*R+ZK4X{hx+Ti3d-<73QWP@)Z zuGIMe%pHz)(kf|+H^MnO8DgnPKqp=1MIv7aaA7A~jBtx-IOJt_%!BXCax7r+{mTY9 zCLH&0_C|---j2`$!a3q}G#?<)^nCdk=D_}aSj2gg>a{>`8~KXki8v@jODC1=Y&V2Y z%gNPvdVO^J)_&`%<3dLKWuRma0XA`TWqEqG*!y}qn&1X=T(ty?6#aqmmwhSVIZZCC z+W$8{;QC4!vzP=}sy0z!_+=_Mha0NmP2OULlHZaN+E9R32d=>}KO-5}!({kHj}MNF z-qb(FSx4JQ16lrORR+`Sc$~y27mLR?TeuXw%(WQ*BRsVZ{12^tw=&C#MlQS?K<*83 zi68aC=;MOxuESQ9bplGj*>ovPY!j%zq2!&!r>IU#_-&fo>O&p*Ww*}|NtV=_B`ntl zv3Tlp;A1L@_=kL+Hq2o8%#2ACmQJ$1W%EfDdft-h0R-A8;(8S_w*|j=?Jl_hv=02I ztt+OCs0%z7Xu?@loB~jlm!EL-LM1e7%_*UlD`o&){5Vv1(;rcX!1qF^*=RO|{~)Xd zH4eeuCQZj98ii_zPgAG7h4<61c4)=Q3kllHy?4*D4e#Bf6HBed3_*ag#sKMXtk)9# zZ4yDNSYA?qwJn_FBoAvp7_rh|MwC9SW}QBHlTWHd+E5Z7SEbQfJC3nc4aX$jAk^b% z-p=7G=U!YQrv|=F@NiMG@WsntSlX*Z8=l4fWra?@e3h(kWNgCZd)}HpoU|6`1L+=2 zRll>Y7-d|SM9!^`<{N%s_!9LWEm zN$mDt8y`Wlqe1AI*s92+7=-f&)s0MJKVr=wt$8GbsB?Xa=>pBw;OY#;1 zYQ3hTunEI8%);mrrWuP5ZR*xgha~=@Hi_m~n4^^5Tve{@8Yj(QDwj#tf}Niojid|~ zJd+k9u&4^14b__FFcq4J(EXT;v!r~P1!jXgN`=VB^x8P%T}cDO@fYIJ zoM~$ykZy-mOt;8DVQxJ^x2DpvRatOaF5>=rKhKgH!wuF`7C+~tS&c4XR$-(M#q{%v zlrC|LDeXbgmD))20B-&&Ir%+=nl99V!(xX*V({X{yN>dJC=ZAd3ah$)ww@z+{k?nT z)vhgW3_ADj=?U+>ZJGod(Ooe6Am?QE3qr&iWcxXk)#+l>dAO1aCZyOHc#K1yyavH( zPuqj(bZj-(1->Xog|hfKc<>c?rOLRTla<~M61!*2gzorf#|Cf^AoTCa)qM1ss!ppW z#S#IT=58Lk)IdbS5D~qEUh1w11rZDrYiUQl{F`!?nDB6L&oewG{ulWUoN!Ar^}+n6 zQh&5T>dgTf3JeEBuT2++0V97)=CkRye8tZ>irlbuaMvW6gOkPL%x~1}-b^IV?U*R_ zjm%?4jhoM6MPy{|mFf1F4sjNg#rG%W7lWM|bGtxje#st=E8`h;F0l~ER~F#5df9R3 zqbih3sY+mM<7dOgX$u=3v?32Ef{i|$C<%pbTnRj18yg?A77zG>%|7rIKR@8Dfg9_H zL-N!b*AyM>Hgw*cHhd7ph&s6z2SucPYFiIgvKp;%!`k6^+QfrGXd52PNrk8Q$w9Rk zThFPKeimei?Y%nEM%ne5uR&3=vxlt9kha>GG_)C)j3G3olQy>xi`as1KOtGl(jmEP z{@a2X0^P;qAaGV#R~q&HDpRdG3m*padQC*a(!tbM!Odp&qm{+oatPga z(8bHR3d2)g6-v~E*UPmjX@to;+6A+&P*KtV^Q#1_-I0~14Bt$TXyd%;BW@eFZ_6Z& zS#?@QI;^sCd`8Ol+(97cE)QgULQpL}&DVB=HqdXIzAEEJi_b7ec`#3ke$|Zg31XCV zXf^8CsVkz-IfH$dhn;90ls|Cc0qksujPXhxG=|5eb7cSKmsZz~^l)!`N{^p>`8^M_F45=v~_UI=op(}yb)`8D$dVlrIP_9>1? z!27(V~NrUBp$GYX9A(uFcpY5-u1=$qNbZ}f;&U06cVtJ?k zIMY02IC8zTpJIZXu=C>6>o7IueR&#n`z9aZZwFgv03A9by-7Y)mCTSC?otPH*~G$@ zH*{cpGrpmEv}$DiW7**hH|{Rz-grk-obyxPQs;)bQ}8O1^W(4@`^l-QtJ%Yh0ftP+ z$q9vK)o^g}vsh}Jmx7nowjvsP;7MyD6An}BJEg6Wb=YL2ucyI$o6O&q)2wmA{y5qQ zUtcNGtHzKZ?XCO6$EbMY)esxexH(&;s?p9vDOC;`8`6ZVeO`VC-rqCt9sU&>Lth%i zV{vDyo&OyAGHj)!Lv?5GoC^|dYDd7}njU&G#Zdh8${ISLU3K;+^XY1)TUztZ-hve0 z|JS)zCvaU!0lwovuaOg64h^pZ@ zF572FZMbmim?KpuvlV7JnZdD}=7pm_`bBe1o^*7)XQyoT1@ zJgjB6;JSr_#c5{93|)rc{?5TLE8Bb{mm$u~6k_q>E#fJ+{?OLe!ErbQgQAIMP$|@K zq*_YepEYiqjv%a-nxOc}EvI7N)m?p-fChTiqA`Cz#jNTGCQx&@N9kuc#N&0v%0ahk@FYV zErZ_<@Jl1>yNHUA(E!zIeYrSYEpg|P-Xv?jzH~6f6L$m=RG|wh-3bZD7dm=LLsB@n zW@Ad03W%}%@b)zBd&%O4rDFh!X<9QZ0Mo?*6Tq1wz!K zbD8o<4vW0`qBDTRU~k==tG%B?H&yK9jo=h%zp{&Vy^+^k4`YfFw@82at0Wcj#|xqg z*6Ey%1~|6bxrf`fP%+2jk=}IA`s=$2PH<*6Puh-@@LV4dDr6Ry7m4G1j~!V_MWe}ed@DocD0W0^iApL1-ZYwq>?9nT$r zeTyL59-5Nw8>3Eozqjh2KGx*xcd{Wl;e1Oy-Y@Zh;NZfA`sJY5Cq{+K$X-&tY1y)rH#P1&Vr%_y`^{0zokjBG$`zjOM zu>>T=&ziNAlit}`)CsS@^7aZC=G)>gJ|{Tht7;J^L)hN2@bBv?xk-y~P-qdK3oLP0 z^@ArA%Q5PNH|Ylr4*J2*8IUNwLxRrU)86M^ajh)A2KkdzN+=pbwM^nnlA25hQ0s{t^b;bCIwZUATBXOLmMV)`6iuUh=xuO zx1JHWtMgUaaDR0M_o~Ii-dWW7Y?2KD7_#Aa9-6Yj8yIvo9QSyqTo*!T?Ol1_&MnZl z@ZmR*b;Uov|1~zS#>2(^9i%$|L%Og3?zh;FVrWv}m%>rH;RJQ7c zkP9hT1j)Hh&u<&LwdMyfS*DujCcUA9LT?BizH#~u#W-&sB3{jXHW+e{P;6``x{CF; z48r`WfX15q`t;##(6SlQ(t52`gE%gSW6unnAl=mc5;#IAhGcL8J z*rZhlV5r@kIR=_)x3?ba66B9+if;W?r7yZNCbmLYPpPoH(N)Wupu44r;77?7*ZNif zFDgdFnU_OL60X3i#{E>a-elZ2I2iZy6&5qo)9Er;t?90JlUZj85*7C5WcbB&x#ltu zuDQeIR14W88w?Jz0sgW8tQ&V=FJCOCQLM5}#vKcUaR)Ybf+W_e3RvIaZ&CqcL{z|3 zH~)#6wRsbO{k&9yx-9Zhq=H44ofB3etJH`toI zyFbQp_}^V`(V-wiNA<}2P?$_|Ek4Sld~m^X_gW*y(_lI5`V!8e$o4VoEl(e!t>F;W zeDr{)Mr!|Q6YHd4;_Q^e#8z*D2|4sPVVAm~&EBKl5$}WPE~o4iMLDXpuD@lzPKjbX zz@Bd-F-T6dov?rjZRk80l-f;fX$j3`7Y@Wa^ z1-`l*8MbZUG4JMwdp2CGAprdk2juKt3hb1eryAKoX3gC z$r8?!XyLP^t`XUBNMV@7I-ueSbS?%HbZ@9vJNB;@ldGJ~c6SO$e03=Dg7Lu%eIHzG z6GKxxeZ>SUXh_B0-#fx7UrhR&f+sgPU^5-p;ppFYk!8b(d z%93@+P*5gsV!Yy67t_KrK*LMw!%iX_vS&UOLX$ePCmHm8pC><6Xq|@?q<%0x!NxVa za+hmO)(oWpjXXic9(h=AUj8a#b2Z1QLIb4xD!Q-=PKMO3`SuF_OVyq1k#|w00N2bs z^$kY$eJcY;cP4!3*UPoHqHuZRiW_rB3jd|#uAPYr!pK#RNR47a6?@O6HTf5u=aOlFa~8G=zIj02HQ&5gY+ zaF~Kn`dT+FJosPMU)fGaCHf!Mt}>i?YgQT44Z+rDx*y7m*PIp`9}6?0L>#W{>^Fw7 zSs_@(6JeaKpUd0#SG12aL|9TY{kG3r{<+GPtOIo!*XZDxu>G+efWvM?GxaNWlK49( zhqC4sK|@8t7WYEhjFOby+=)PJNtq@AV@6Od--%u&KJZFEr)y@`<{W`JULZ>M26Mo( z;3p2-xAB5Em2OJEN_RFwK$<_i5zwt;!%od)waFMJML~Svu*lopcX`J5-v6xxo~_%0 z;(nBU6`S_Hl#^N<)u2k@Rx>;?aWXHu?lrqbSCJd0ge@{0Lk%(l`IsR>f{>D~3l$Iu zh67t2IgXo5!L?NOb_|uZ*;9!X@J69KJe8=o}%mE`qvuXyr`{{#8&X1-o>C$*Sad*Gwf@bc${_6e~q=B-9ia_v8*Aq+~$l7hgLih?!u(X z-fK|(R)5o0nVmfZgvFD$RY&G#U-Q)jC&!QZq)=?QUwhUG5R)4r68iK27ZuW3h7Bj( zxIjTvRA#Jg84f5N5FPJ!e}K>#VTmv}=&fQYMo-5bV7kM@nC`wD9vA+7cnh;z z2a%%V-e`=_F&tf4D_MITgM%7=~W}6eAYM>2BY|kFBuCAzZ8bW>c}ozyXXhV@Q$ef%n~qHwft}P zC#B*)tgFJq2!%`%3{Ts?AUwtEw?)JqC-4hzuopw@dH<oedZF zPN2T@$9!KEEM{bCR(ZX)4VRIO3{J>i0wg8L(4!na6!Q&~#2BkY3m5A}W z1s;gVma%!4nY+Z?6=p1wDXyiKgMxJ?45Jw*pGI@uu4wTCoo{Pz%Qu!xdla7fE)^ip zgxvDk$TN$_^R{T?RYh3svYtuO(*#ltI$}Cf#c9Xr#am{vdfpa1=1k_|1N9uq23=X-L|fAiJk;(}EewSLfYLv6Zp3EdRUM>!mg zW$k5=`QCE!)|E+gup{*h9mt$7_eS$B-7v3Gm|p;?Z!Hf$Ymer*-T`>UTV~2;Xj<29 zx9-@B?9I+Cs^jZgLI)9ES7!<1P~Je3kQ0JoYchZa^P3Sfj+u|U$2MxK%8LB3mf$A1 zz#Hyq4G;deBYyMeaDe$4Zot!*Jmi;w2?a4=@$40TYdF9@1yex9YmtiM-hJ#5P8Lyk z<$SG62neu>C$9qdt^o$^D-kWO|6>0-mG61eOM(z6&z zp%F}lM>YZm$9MU^iG*RA)FUJR_6c)H#S@qt8Bh?usAXXtKhVpE?5Si8VA91X#h)J% z7)V~$?{ucCl17qwnlT@NHpw^j%^T4r69lZ zQRQfIo(Ce_OhzRvPpVU2em;!pbp(QgeLXywT|) zAggivP~>@ofyp4=e(xdjs>LXtyfl$Z+K9&XnKifgt=kC88~r8)Fw&C4kgJ5mdd?<} zdd>4V(Lx^Eau}X>@!@~jIv!6Ssx;>PL)75u~$RcAap8!gSUxivjDHqkxvo2mx+{l=iN1fcEd zu`zktjua;kuGdhaAbw?);T#^<1DX<^rMs#?7j9`|b2Zu&5&nCqygK9l zV|K9>$hAzkiSquCtV%r$;D)JfnfT5p&s2PZ^L#9hrl{v>Zgu{Wi2Ge2?xqumguQAL zHo?vY;73SEBBQh6Ld-WZ=MpHFz0V&4{*Hma!il8X{jBB2J@E4fqoM8yf6*kf976HL zO#urMhgMHPBFVuCb_y~bg)^W=i8D~#$yz8EACfv%`>f18!zB~2_B@ET=QiOEpd9xt z4-f9=Y{nvBo7Y{4aNne1il<>q z3t++bW1A+PPq~26x+L=(&Orl6cfb|7`_K0q-#2_(HDa>}Vv@yCk z?@)vieLfvsYCBMP7|AIo+oijoOis%eCY$;neWY|`4SE?J78R47NJeXdp$7X#n88uS zMn%&?Op{kyvb)D?X|cd%LAOkQWd%JY*Yx0)bEP6X5W~f8NM?SzsHs0R1rvf5&&w@8 zVlU!h_{C$~s?JlSc5h6P3zw(bjFVlt%x8Un(0@4SN2F6*{Fe7^I3xlj~TY8!(O(%hWsiMD_>%$$FsrK}J@k5VAf5A`acv?C| zn(feNz0Z3`HZvWHoE~LdYDsS*R>H&H9PwxI|7_Rd60MSxtx(DKR104`d)2U;I(6xQ zXB_egEh!*NiO7z{k_MY_n>c|g-nWF@a$1*=;4^eAeVkUeSEY@dwfO1d*@e%#(@FPi zbn%lpPI%)QbmIIv-M+zn#7mR{ z1bZfM3|aClTBU>{R{WmG9FxM2(NhI>YamIxJ;KH!hMGxg8LQbrYP%+?yUECJnaow zL9={F3SdxNY{H-{0|V=Rbkhp|$Z|-{ldOi(lz^-yE-Ap^z#dO2Kcp!LaXif&sF25S zCf0WGZ1YaiIH=-fWo@pLa}P_|ecT;K?PA>^%=L_py`J$z;#;1A5fY z`aB4O5$I@m^=@g*Rb*zQo}lmM?gq{Jqc1sHeZ8m~_HC5#>&$gTr@y-ttE_W6eF*iq z6yVVYnd)(jbbyhs7=a=Ds7D5|sjdElj=4vkZumCNn|$bDhMKdnV=8|||hD#bdV19{qZL$|&MBqyF zMPqz21bkPqAt>Ilsw*YbWc8;VGc6^H=?4qk7mcK%2JbGbKQ&V~4pXv#YKvdAtmsg{ z|NBq>TOa|de;Vb7WcDvQts(BJ;yIdQyKh=Hi7ay3`=;cPf?{LNs{0% zjI_a$Zb<%W>K2^9mptnS6!h8?YJ&Lp8 ztpQ0zygjpk2Z_am9NL}XGIJ04zVDy#_h%#61jr2z0h&allhdd33C=}YK zDMeHz_b?$ryvbn~PR7e&7xVlsHtFFmJ|2GiuiyLLpM8)1FC63kkX=Dh1xsn=7GUXM zGo`DyL5J&$EM4&)i_fV-YPiLE4wJv~-E0Kuq2lbOht8WIcSSKn7SAhr{0v&o>8}GV zXD}x_hmzj^$J?7fOL81%f*R9EBuD_f!2^`oB!?6zu^w@d5cMQV!p*CjAdaP|X{k`J zD(k)Kt_yX%e$AQD$Rv&C*xcE*wbt0KY;A3AY;A0RSR30vaX$|aj|`6^vm&cnFhjq} z$Vm6kJv?p?54{o7xm~5HhM0)7n-PL^{lx}b$QBsCr>UL0(qX@9_bv5#O|P$%*y;YO zSukM7hdrqsALU3AcH6Zyghk-YqYsQfbkLT zXqPnFv9tz8HjPU-H~VpXt@yHcaR{S<)P8vNkgwJkuYaUoS@MES%2cf7$XPvKr7QBTj(CojvXl+sq%}UX9@ndmiUz z%y<3)?Erpo>pA*kPRL-W3x^Q1cCCAq!)ET92`i0g4}<}_N5=pwxRm_dw{rY}{VgNB zCM($QjmDem`h#!Zva;ZL`e1@*Sgxd9kuT3Eh)LdG7G^nMPNplg3~*S2-#z!OZ{OnA z^ox+#9M75Kg50`hDDd&>0+0vS2sed5U2v_&!uw8_M(1_O3AJ%)+`C>Ae4oX@ zvcLf#yrts!vChz7K#8ZRlL#&FbIO*_b@`KIsiXk6#+gF;l0r05!LW#O#)PgW1qtyB+tp zcW#G?{=m`4EC}@Nu~=S*{)MzHx89?7(DAnu3NQ;C7(~G{84*sK{JRWt@aqCE=Zq2sd#8QLo+_+1K&-KrMoNd)q(k#h@>;NsdaH!%v9_cheR<~Le?f%?!i*UZUH-POwf*MD&U9EkEX;l#1sl#kL&2MraC z=TO!|=@W*2QytWZsMEd7l$K%87(CX!J#rAiD4?<7k}~Mr@@@b)BW~!YHUFG5>L#ai zR#3GI*v*0uu$P(6VdFQWH;_K9t&mM)Sr;QeRg|5_Yh=vGCQN$uDAmut=@M>T%`WM- z^Eu9(&BY(++3B8UZ$m84*e$CeR>MrvP~kXW3@L;d2`~6?wLkNS)}Lf6^O8_rPcqXj zd2Hx0b+_Y*fopFJQDo|;#GrYG3O=8+8QlIHzwtZj&K+Azg2j~j!*miHzcIZb?_T&b zPzagPTsZ4grRz?QxPYWWazlQpjvFMlItchd7cT~6(#Xy*Sh{&Qgx6Sj+^qBDXFxw; z7hw*?tNvONx&{O}z86r*$bsW67pwVfJTyx;+Q>$oEwWbM0iuNL>Tjf_3G+dqXQwyk zqgy8Q9>#HW9GqNMFm+g8Y1rLfVK%Eh#mAc4R#vH_krP4W!!xkex$)5Dts{Fk94bEo^O<0gc#o{B^NhEV;P zS0we82?bzMA>r4+*~EdT{cv1`0B4^aEilkJ7q?(q8MgUaZ~0g>6iSIQ?#@)5A>c-LW&%07nsq2a5HV9RkCU z*MW)QYxFt^3hHC?VvoKPfC?yvpil-rLxB1+X=+B5k(<3+i_vnn-p^x1-QGObVwfDa zdjmzT{vvLiCRV25yLH=V1uUN@EH=ib+Q#q|(>Y9YrDeApEG2u8?X$A206#^uPau=bY)xsV} zLmm6KZ7!(kb3kf3m3&!skE|>(LnkPtPp3=gx07t;#HDV$yBCVH{N?y1+LLEvAaWkl ztj>M{h@eSc#loOol}-1|%tBBU=rUf9Ahbg@yGxxG?fsz7k_nc!tb+$9M9z?Mb6m4&EvdI;x@Iitl&4Te8O;b{~AOo?LvOulf7Vp|n9@fX@-D|9z06U!eRlAQNR$9G#}8;)cT4mY=EHKAJZz85RhWYk=3wqtqlA2cr3{O*1~e2T z;ShHRBng>-SS)IjH)7Lm;lU;#_8AhZKmQ9Guj{>l4N!c?HB&g0N2lp07vI4iUxf)I zMGmTlsEMeP%Nh9Ck2M^qt{V=hQ-(wROolb!{%(%qxvbkc=QD-0 zv%cr(TBOl|r211aL*V;Hjt(LSLaHHrcM(8PLF-(d%8_JfhOUhyi0PJM13)k2zNUM; zCc_I@1pL3%SAP4`c@;yByafjyh#^2cc>3soej&>qpud}=sz7610TZuud3QS6=QzZ; znT@OY7_j=#Ll8j!`#IVg{c1U1(UB~3Q#w3Pb*=9_{-0x#5WsTs16BXFk|BlyF<#7Z zU@^w?)fU>P@stxm*>$IPUyi;f0W%p86NerVBy<%q+`$l_U^wD)XhVsY zSX~3xLl}P?kql7t6%P zaPpbpj$xL>LiXPQcYchgKbuX52nw;$!;>S&cpCIT<>rcfDf$!TnqYCVGv)V7UE<2awbCgr&%H-?MXpEc+lxI0w0m?15@WQ3}&IwYE zb_%C3s6VHXN;FbjtoC0d7*PqrXO(GzEHAl$?A;av{?-@JekL1WP zFqw*BTK$HZmA(EdO&RmUi0N`j%M!!;2%&JP$2La}Bc@B<2(py1OsH7_R(`}aNBB0H zK~ktAjq1n|7ZEm#M22wvlx74>|01VgtiS@(eo1$-t0L=kqs>v|A~T3A+4|!?6QIdA z8CamG5S9V4TZiK6txz4=WEk=$G^}&`haYr`DNsI_lkhy8<@l!Fd8#W%mGu@)uRakn z1G0RVfRpgJ!(mM;7ubY*Sn2V>kzE3a>JE*@6gVtWQ$> z-1=!ru&i2P;gkph#SW*~s)WnTDPb{XtS~d>`ssibVC5UOEoSbc%@8Lp!jQm6Hf&6I zUDg;NWwN6uV`1D2$PgIl?L zCc_$V^WDIH>H3kOSr`iEhDUY-9({Y}5_8Y`vtDw;7C`gk5o~#ExLtlM;}Igy{eV9n zNihY=?PKM_V|fW<$vu2Vmy8MYh1#eRmnx^aW0TKI^k+(#IIWs$Ogj=A^qd8-oK zR#y9{wEKS725BdChHTXW(Bp!3O{h8fD*9PX+XVj^O*9GM{IfWgl?onc_|^ ztl1u2!yo2J(?$l)4DeP!a#zEb;e-CxVHvRuXd5QjlcPF0JC}dKncRx zsb7^l&t4wJgY|7Ep%i{9KQV4=F;QnkZ0qnh45rCPj0k9~D%2I;c+#BO{`GO=Vod?V6z7_QG1xYetxCgB0x7co=;rvAA2;0>>7`16F+9ot9 zr=g@4vaMSmr=cVV4{>fsprymt($kGxG-}tWs*O9M!`D<9H!~dQS2&Q627;EZrLA6F z+`|Hm39dLlPi;H+c78-#?ek$NigrF)RvLWDHV|cUk^G2>rq6=G%L;kRlKG)Zx25Lu zP{wmorCZZc%v=YlQZpSSI}y{|gr`GY{)v4WnT7`|+suT@ofQ8d(f2l_75ujOQ0J-N zRyMH&(Y&b3UGa}v8E83TM?t^-cAole<&+SmpW|Yx&kYNP=3=ehi+%dshKVN&b1Iu+ zr~Dxr;#?%oz0fa#KK>95VGp&Vo^WPNEgm;S7+vFL=)>!?ncYzK;5Fn^ZjGsJr-qC@ z@j$g+HH3Y(of@hP&OFonVB(^GmbpLMVVH%6}-0cx%s%MMS{)KXZ2OCZz9mckOOQUV>c z6qediNYD>N34Koc>?kC-q@-x^KuwMP6I282@#a{cv44V33Vp{8S$@!|Y%`ERTt@vd zMgKvk;*^p>*tK}B<|hG)dLT#S$J&1qpxC5@X!UA6v>V8;@|?6A=(Wa^FvxT5HRYSj zN%3|%YaLoq6Edi==}9Z9VP@|W9`o*ji;b(yi5!EvdogqVg*x8m;0@g=l{|NId@p9W zv7I}XrN@U}=^WoBWHL!fp{7TV?Q%ky^n;HUbsHOtrH##`o!Hnsd9<-HGYP~j#>S~I zwtTNpp{l_h3sE)4SBIQT?%yl;oY>CbpMrzXJWRqt=tGVv=O=qU`2#CW|H+=u?8rKk zZwGuPS|U@f$tu&o9q_p&L^3Q7t}*#BpwGrG82Cx5zVsgh`XpHxt}cE$?(5?Us}fOJ zQVv|46C=l9z!45x`#5kp+Kf~xFW>XfGFVMHQ9D{zw;{ehPSlR3uStW;US&$Zp|{iy zr~Ov$JkXD-u>0(AYH|vmX%0goYRDo`>+40LGbx&o@a@PttaUV&y%E-h)8=zLJtij`*&rMy?`ikO^`c@AZJee z;8@n&g=(>aADUh1<^MgcUS5D+4g>A0?FCrJA%bEs$XY#ER4Dz!GNr%h_l3@Iao`Y_ zXV1jO+A}Ey|8J*N@QYBe*I7pZeYL(gXv>MS!>r5>VW7glC{y7}@E;kNaPc;jGS1yw z8%@1Z>iWCWs_P}FD+c2$=_L$9La+#0#;Qreg+l&)nL@sMK1HlCFxn!#^J0YatC-%y zAKeA8l)7!TbZ~y9y8nJ!)qR(mxWi!k`ur~LLOw`VoO)v=A1*C4zb(`J_n=YkdT=lw zQB?-!NCUz>E><)ou=?)ErL_Eyr`7WJNXu;yecgV~RrjPc2+PJA?UDz2{EuaNd|50Q zw+~|KVB9?BtI=c&&n+|TzzF9O0S7h@tx6C7Kxy~?JFRwKZfv*{xUcA!#fUq1;-MZro-Ox{OmIShz_ED6#1X@Npmz3rTs*f0t9uD+I};LL1-Ll&>SdC$i?B*300 zcSvr$N@*9Vs$LW<$0Qge@e&JJp>6g zAeBT+EMhfNYP*_|Bc)~}pH9uhBM&-KGi7gA^SGMHeL$WyQ|gJ-Or%nX4U0(4Cbd<~ zlp~>LNAp-GF4nHorcVYGk82TDn})Gph-5NWCqS;sWX`Hl}6 zQVNb5<^CNXameBgJ3h+XVZ*EKRZ_cGO1=GCWI(ve;Ju2Q3d-HyR8Wqzimy&*!^9&G zIzg->xPc@rz#B%es(hE@tT zGl>+=$*l@ESrQ62=_gY-b7?^yDx5zcTggwcr?|o;p>L!rb@y+ji9r%Gv4}>?l$!wO zr`VJurD`Mxn(p698yt zbkA=vNj0Hz{y0#2fwM`PPaFJa(w~s(^KJNib%~8e{?eNenq;N;{%yFSl>|<_<2Iam z19iR)H(63jCyIg2`?ulDr3HCpFvPy24JV?BF^Ne&p~92n5@r&$;hfy5@YLwUe0oxa zr$;Cjc}n3tO3An3`1Hl3fxoEK-Mb>tcY7O7InuWMVxZ~%ZMfl)2OYNI zCOe_duXrF!Qp-xo{YTm$pMe{Xw2_yv=4Xq@kXCS@-~JK>z(mDa@q>dDv<42c&TCXkJh<+u7w}HJijLw=Yy} zC~)vivq^y$Ms+x>l^4M89fnC0PAK1g9;m+{mPLkBs|=sdd_;wi?^3a8mMQ?fA=bZ3 z1^F~+Y=?!L2*^uV^Ia-!@Fl?pitgW~5{E3_u+^u`1UNq|M2^HJ0;MY3?msLfQW?C7 zO$5Ujfb&y(%8^#_={6Azk38sbSZK0$sQJUqE@2l)J(Ze4Dv6j_L@Ov;N^Ms&a-`IZ zi(k- z=F);Z9DVQy?RD^1)n=7IPRRlA{&mpsNa3azvBFJuLhVJVww*erZ%^PJb1!p2NjC}N#7hM&B(51NFs+KW_hk`*sh~H{lIGJ|is26(Yy?VG?r6c77 zGtPMScp?1;ckhNB_sMFGn^copfD6%yy+7RV1NZ~hxRiN81K4j_i8+uT{mdx zNx><&u3C`{@EE%FQz}aq(PA&F7bu`Ho{mQZA|WE8>m#D)q}fg;etAK$zTZ>1*%G+` z3l)}_Expd-@Jec-%c&QR>k!Aa!f{PF;+AAGk$qbfkG>+Pyd?pJ00b_wk(PwWr_J`> zYPOWI_-JCDRI&6hTSG)+VY-cx@G}s_ZOYu4>|C2`d7CoVrV4tlO~G$)kNceY+{B%f zdTbw+M#}pfOGT+fD7!vK5|Wm(7~KdY{8VttEd>-56r$)Xg&xun+`7YP5qLTGfS^|y z48;ZlFDt}tEcgPRQ-pa^x+phRCaKlIbe*ws7E(&w5ic+2ZhS(&6`Jyvgh(hXhNf%L z%oA|Lm1g-+w6fH98{DJ$=4f@cT%MsB+29n>Yk&b=K>dI04XmDK%%&rz>6o=Bx8}{c02?m*d4A(6gLw%b#XIDDQ?F@ zKyq{S%9AS(!s#PX>>*1RMG zIT)@r4911Vfi$04>X4PY*~#q^fj*Nke{bD zhMyX`WDeX}czo)QH7^e`h7U)(vvF(BcC>bh1-D|liF<*%V0lpp)-`RXw%i7+Z@U*u z@DZ>F+HIp**PNZ&ZX2+^%9nezKc02Y+vJ|Z`X;lwqHA>!cK9iJYv*dEQfR}8p7A; zXVvLkoub+X47m5<#KFaKU{D}9QjqPSQ7aW|(~sr4&XW{F(?fQ4p9dAgevMnEykZER zPhSiH1D1jl{bC5RQ87eYW8paS!##q-BJlB~W8t9S0@w7sr(q;31uRBp385G`sxp%b z8qbphm&)w8>1Bn;sWGo{8irAGke^0Oj;_S6c&P^t`(I{`<;UhF8BGrn@>7e)Ai@E? zKo1e}eZgZ8L5xUD07l!C0`~}B;JmIHWuw|2(4NjuXHdelpmi-MmF}+Lgr!m-LcD2V zM!PZ=vh^SsftGJtIHFWDeR~Jx`Zqa|s%i%uYtuoKcqAO(cFArH9Jbl-q(?EN9WfU! zSli#LuCmyj-Ui!0|3j^J}>6DMuIBj+k$Ei*x!%X{zAD zv>f4|zWd&7t0$sf|8q(p9c7vw9~8EjceAT%gi+8A;aDm1TAZW+_iT22rniOZE5elF zCpg!ijx&>J(P>9(K(3Fxph$kp)ncMKCd0&2Ko-`aa!hM5LH zLMf>5r^76D-{<6E=2l>kX$72~sn@fE9!&oI+2T9>`ln`aNll}_>O_kRrh&o_n7~2M z(vA2@ptUsR2SH0W=qG_DMN5SfH0zmuyU{v*v)hc8+chqzv?c33t0L~%Z#T@Sh~I0N zaU}{6U{V@nqtY*v!&b&~UlgpW}aJM}3D25%IU)vCHbjq5gF|9@Ox9*v1w7X7DxrRTz(Mc!dc-y$0fJ z>%yu2h)pKEnQfJ(+6bxqNT=t*f6Ss|+>`NPi0Pz9KRw+8V)EHBP-YD=ra%Bq;mZ$I z`aKt~Vm1V{DSpSR{;0etGT6;>X)xQr3i8Pe_MJO-8pOh>{)kN`yt%21tDjgIImiDB zU*EyFBl?Eyp%LZ!*YQYLqBBY1psiY5RJh;)k+0n^g{#18SNx=HV*y<&kFw0eb$@A>`k1y z;LAi<=^;l%{nyz@4(|?=#M}z&sEr6`m?5oqv+HU&y1pE)SF1UO6p1t?+Jj?9!0r55 zQUNglumJr+ zQ3nUsyJ1uRbMptfj*f`75t)w`>vLR^zR)4>ijQn}@vuk@qxv_PA+Scr)7t2m*|gc( z4JPWvN2NNsSh$8G=Ik_~<2idN;PmwU)PVg7n^}}4z&t%G1)QGLpBk{#Ho{3Y&1jfw z*^6BZHeM~GN*30!;zO1##sJ!E3B;uSb@~@Z8^zXWp>Q?YOl(MjbMLom6)sQM%X&N* zxtD+iJ^u-k{BeP<&8H7$2(9aWDJjOMmV$VBGSDL&&>QB!9|d^mC<&b9W%%?%p)Zcu zasa0WykS>=l(3thg+>I2`f9UY&9Tvc?)_E*oYIIq9xQ{G03-6BAW2EzKCedi9}a1& z_q_S3QQM>@shm=`vp`}Gz>MVxe!9}4{`8&P4v;N=OPrS2!7-zn(7rXlv zB?%&CoZXuB$LUS5B!cUpf)piLPoKkv;hTRJthlf|G1vN2QC2Fn&UL&?MA}-@4lkDL z?Jp(4(d&3`5n0;ZW#kQ)`U&^yAf#^4l^OdTjr4~!OimB@+$%zwab#`^4d)Iq!Wvhk zR&;mzQE9iQBXh&*N0t>SSax{>e)ZEjQ?Ur>?0k|zhj&sDWDXhd(;{$>S5yj^Q2Hb> z$@BNvPbz}UDg%C61fFGfR?hk8VYM-p)BRGwk2d+A5`(64HeBi_+^d5sry0mLLuxa; z^;LX4QW~^-2Y%?02hmUbR9+F%PN#wV!1-vWfuEWYGPiSfknB5Kb$Z);*sLm?d%snY zAH5&-^EZP}B`Qh(&Et{uZAOt0SVO5lYvooSkoa#F zia(({X06oTZzb&g6ASzLd*JEI=rgWA?!E3)poZ9k+3pHb;f~i4)|R&CsYE5?sSDHy z@e81UoPvUDX%b5P+0+LleriJ6R%cchxH|aSG)z>q=fSfQy3d5PjrY$Q-c-aaZwR3N zM39Z7Ol_YlPUF>Ljmak#`nK?t-D1y1Ju9*LY@fF=V>v8GEcO`$aKQ^PK#o*j7LZ zPWp);8_AIxEGnJY4tu-XUqA-)ihe8neFlq)$?Mh6$x-NC5EkqWC$ziGYr_1?uAZd2 zLF+o+NtGN%-tAJv zbacPs;T}#Jo=NdHsm>~!B&C9zV^z@5O#_h9Hg#n{xp|z3P`WW%5*eyl(rx0^Rx+Nk&+(vGa_Y})ePI< z9$nX*wdPW4`#&F#VYLF#`a{;HQW}YrBEKQV)=H8zI_js<2U#sfZn}BC9RYW5N2CC{HTm7N>X|_^#CE_W);BcO7c%nqRb@n&k7B}65+XEwK*56 zlAy%how(Qo=2}>Xp#Ee83WEN;Owei>7HyQGM7=((s1Y-km6KJuek#gJ#d^D!w4%au zOH-beq?^YgsjyOVN+RZBAtK25R+)@6lC?wM>fC=&()Bq3+%lkk6HI?@4|T9;igW#> zpP@&6^r>BpwpuVsP{N(KKKj^S1+Q2@gP{Iom=S{h!xO*u&wh>mtA~ZfIJ>DPA7Tk< zwAlL6pHDL{lm`Cpw8r};@%;JQ28=JH)kF?a{e|3zWCF87h0v^KvAV{gANa(h%4n^$ zy;Z9D&nH$5F}`hJy>fl|vx{v)Kdsp6-+Hr+1Zk>sjeH6U!^LW{pI2KPcxfKa{RgFn zqu0oN%8I8o3ZNKRNH~7v=O&RlcRi*zXLdagtAVtqV;2QEk<(;R(oa)D9=%8&p?Hm# zCSNm4fOsHeW}hbk4+mNj*-84;p(WkAhSHP%d@)VI`Uy(zK1X=k`M(MNvCtu^M`#0s zjQt9Gy{TyR+!ydXk*0(`ePO@NC}O!&Q0mVlvXk^zo$Xv$*yO)68O>MAiYpLo3wDOk z9-D{fE$@^z{->jxxe(R64%Kbb(y;ZvL8!P2v_Y$%ZTXzE^e?-#B=3jI{i52;#@M^Q z*k2B@BsGCEX6sv}n7=+&F|Djv6Ov_Mv0{H4SO<*N3t69(g|yK*iccxQY=Y!oC>!ovbAPSI3sVFw0=z^0%{ZTkP`5qxu<{mInwS{Ip#7hf7=)F}8ji!lY3`^0iXN z|9E<3B$)Z1NrWt&%9q4)+)G!|q>xVUA(7hEX-RNu zkOU?C(cVKsHR7v9mTVYZiJ&eC;;oCzJF#pk1f9e!d6W|V;p7(3!ddGD8N*d#5d$}* ziK<%2k#Ss&-fBB zc|6yTO5~$gnS{yN?b-77=th@tz_@-|XCk3KIJj(OX%TKDmzAb`-tta~`|nOx!m^@h z&}gx^klP^D&$fI{TG{o}3c6D3D$%B&TrQ=l|NZf3>g{Ut8at_U>MRSh{)WCZ=?hOD%wdaX6CH($m75MFD_$ei6 zaTSZBQeceDBS3>z|V zfSqlJoLV6gN0_37{MFGyc0*vP4UWNVI}l`$I>rX6JAI|C*4%s=j>a=Spfg-8=MSZT z-RwT|Ug_azSIh%Ju`cYCo?N6Y@&O@l?BOdi>2Go<*~mINz2rhjyr^$eopw~J(#g?Y za;*TgCJc&3{?Cd08XctmMOU4On96EBSNle8ovtMR*T>e14iJItvf;o8y(J$TgIO$^ zO1;xfCuEJ$nRAS{@0<=2@01>ncGEckjMfDZxiwS!@uS)~Z>R7=C!NldAq;dOqEn{} zFHPy-XlJb!=2~_jXllS`qz3r7AZurz(86wb{bEX7BrA!J?i1P}WQ868N3#X#$xQ$u zdZ(jd#5bt&_PrAJXh*{g(?Ck8+U_u$VChq(WhFS(*(Kg7c~4%Y6AZQNoFVAoT$N6I zPGx;?GjH}8UwC;KG?g3qn)6lrJly_QZ`km6(sb-79SnEqOPUwm=G&fm@FV;b0UALr&`KmOh-`h)+Cz zJ|L^*20N0Q=19Z(fr6e{^t_fcoWAni_hd@S_rEd9tbzvDG3`zeQH{w8loFrLNvd z7dVJCH60I1ls;GQWZ5uy`x-$jXes?kc^uLs5>kN|V~QrUib;+FtMmzHs2KcQhgE5~ z)K9oqhpYI(2Av7c$Qm;C;j}6?pnkz@JQWMC`bj?n0q-20ZXb-+_Qce=_gld}dUWa$ zX4I5m4@F^%#d}SdzaCXpT&j3ko!fvW=0V~6VR0oiG#HAZI>3oOuz-y!CTTF^@oMY9 z(8IA{h=vAZs5W5CBfxwk)(pM6QfTyL20t#>jUgH1!Ho+~iFQnuOj(V$vt!RezOA`;_K>M?vWh;Vx7#YR8$bTlF&5+E{ky#h1O8GFV% z1xVrPQMtw-7{l=k3>k6-hF4yJ(UXGHr@)9vj7Jri;RE%=UeE|#H>nU|5}saguf)pN zXnwicAU@y%d!Hs~00Q{0;170&b9#4m-n(AryOLXpQ@+S?03IzXyjy+zg9iV=;(t{C zu9H9u;Nf@h(?)cOTN0ce=s}6u!-$B67Q|3(YQ1^Pf$^H4OO)L4V8SNIQ1!uNo1n`r zcFh~r(367G!=eqzKsknPQ{hb(s$;(s_ZgQDuBuJbpYo%^^waWQgQ*0d3?mF$#k?#l z!1{IsYYTVr&1?cs0-Jk#S5g$V@{q=kvO>3o@3-NHd8cr641w@>69{pwJoM}VOQcKiIC7QC=jV5Q1omgvjSq;fe&Abno6v6}m_aO!Gp5dj*et0FI7 z2?@!mlD97h6ak$u!0*PYEBuV?ATI+vF6r~(XmU2$BWmuvx~}Hu&Ce6bkYvLG5wC$^ zi;C_s2JCp?EW&y85V-+PLd}O^Y1ph7Hc!q>UW})~@-B<21qsUjd!8v0fmzA0iYC@CoR zHB3NSP}p8lP@DZwCRUBIoAQVcZ2-EoK_HAau&R~UgOi6e5IdwK0PL4*G$x%o;A{yk zl)GfKgXq!&1F@R;MqU%1T%?P5(LM{Knvg;80QsEB_({qJmZzu}@0%j1Ca;6-duCd| zN=WdoKOJW#@qQAGSDkqFa+qwtC0EqA3`)RtZvo|28b>!>vKF4#rQHe&H6la;$IkOv zfyW}DxwVA)J(r?Hz1Le*VQ@w_au9>p9AD$3enrBaNx&5qiu;JuQpzm+;U zEZg=nw3#r2%N3#IKncb%oT3sGy^eP`XN%DWt<-F@a}(3f>}ahhzfwiH8$`rLbn==) z)u9<%JdgxF5S#lrCQiuevp`WI@mZP)*~s5^S9PJ{^tN0rp^NDhYc1=bP^S6q=o&ljIF==&^@DUy zU)`n8?z-=kw*T?8+KxaTu4nqxoZS-naJ9%G8je_!ZvSneZsAF`z}*C!*=UaY4u*(l zK5;u~QH}NM!?waO*ZcG?f2(v{9!fuA>02~d`W%^Ifu7-W<^diUSuwjiNY^RWr0>|T zClX<{GzV5idAM&;Ju8h(kGIMnF?mrO>nG${eKcPEm?VF$_f@+F@2 zvq1^^pOakirE^gkEpZiZHJPnkA%zJ_vhqvkB8GPi!yo<3VKoDsh->}HFe3@nGP9TA z%L=!w2Axf|;3#iv&-C}lTV(=Id&$xVQP1;xK}kz-oh8U0Sn}8Kbj)goUY@ArT|pDg zcF_&j`pbc=iU0{0yLN_FHkzMZRom^XSz^xTP-2$5cIFAU%8JD+ix6w{fxuF@jT9tx z_k@M==bI^htE4@C!ooy5C8fsdw_2pcdq@}`X-g>g-e|nKXfIgFqGT;U($>PfOJIkf z{#ssYmudHC|J-54+tLf6B*K2^B*oj+6Ty&8U(`~(^!`u-zP`#fN{|q5RiU0lLJ;jL zPvYBV!1VrL3GcN^c<*sYc&}SR@NJb4?;&CAaxS%m29;rVLTReJ%3aQV^2t&%JnGK` z)y$*<@1JI81(buF4Xd-+(oAbHY@kPsQvF8-zv?|4$Z=zl982;;gy-MWF2O(|#lL=l zAT&)djKmixOi;pjqXU~!OY<`|7n&nLr-BvKs8FwJ0ryBXo*w5diEAVz$D z&WU9Dl@hZ&lwk>qMqmx45&cUoIH81mpGPG*zN*Ie&)lz6{R*-u+57i-j%C9O_9WMVE+sYBvd&O=+b32ymc!?&s_F0O!f1@8hiDGgjv#U#;=25k#7Rd#$W|!?Ae+wSh)rBA zv0pN-_RHCa`wBPEc~43K7riF{j@27X{C&fUW!L=br&Jb_AiwnE$ljkVtKABwzoz@N z@8jfGl%gc*KXZ00e_~j^3zqLOOO__)TYoCbN>araE=hqp7A7?E@|vE*%B=EWkI`gO zBKCK$QM4`Tq?t-aTm%l6EQ=v>uaR75o;aj{QMX|t0wYe{GT|YWY}CCu;wGyo;x1=a z`siPKH4g=+T`dNa)yu%ZZ_al_g&oUEO4=TvB(BC16mWcntJ$kAZK-eWB3c-Ilv3M& zIlj(Y{iOhQ=#Np_@PP;nLLfzvF9p44Q%XuUE1ES3XmoP8M(mF4}1)2Yx$beQh&#lWGezul!Yp8?rl9F{vaT&wSGHJ=X0>-}&yBl}zJVz0nR zY4i=OZ@q`<;Vb-0pDFE~&;Sz%4^tw2H~`84fgCW#y3+s?>`0~YjX_zJ8ct$V*)Blp zm&xsHP$}_0oz4Umro+@{J`pQ?R6~L0kltZplgjeD?arb&VzC?S+W^Y$S!tvHZhMX$ z>wz)2AwKTT4N#FR-|uXHOk7t??lF+RMjetLN`${SxPf*a4}PEKce`4= zV*+h&Um1@Xy=GcJrLvGLe|(_Q>FC_@a%Y^q`$zTXxM>Vvkutv(K}S_s?dS8EfR<;4_D(TcA)|0gBAPUd z(4_!dbg=aT>wK&IQqJ1Sqe51EuvMriV3v_P*eaPwWeBmQ&p}?yb`NHlP~d(}Q5vV9 z(_HGUx_658*3i}f4a))1uRmpV*JLG_(F9#!&a3HexV@T98$B9gbO>jPg)Q?+>9jZ? zQOqg@p4bhTTm1zsLxZtZ-Wms?6lkI!YMj!L8Xcb#HMl(%n{aoy+9;64 z$LAW#DU6^l$LE@igz!&trn{M;Pf8nwd6lw?;$<7b;xS91H?PGmzNqcO`?S?CZeo=q zN$I?|VSrEyHqj3agVLb(xPQQXANLodWzav^)D!g&numgHUq$_c{v>VF^A(*-nvE`{ zt)m3;_ZwX*{g&IbqpY!lJUsV6-PyFuNCI(WRj8m-*~-z8H`qI3nUIR26&XQ?Taf&g{MaH^lNkmZFy0Dc6j3_3HH ziH};z3Wei{$+S5Pr6njnQS0alxwHtvOHR~ApHU$^-y+0H%v9u}#Q>%J_lm7TNP$uY z_3Bam=}_rl3#{>gYmbHH9lYfQs5~o>cZxv@8HG?1n*o5tmT)ks)nhC`%|2$wWGfCW>Q>uPbsyrMq=x(B%^EnpB0cIF6hnW@u@omN#9F zgVEP#xt#R}ggR=N#t6wn4}NA+S2X7tGzR1h=jsn zXgVC`2{_`mWIk(P%ruJfwgkj92vBrw30|g)WWHKD`=Q^*ssbc53ZmJlf}Ws?xJ_Hl z_lqT6$UJryVv;Dv7Sa@~@;1$*uF#oux?>p}T$|=)Cam9yx}wzr3o7P9JQ-f%aygfD zEYyaQhT5ciP`yMzjn)?F(mOaaNH4)p3SjZtq9qw%BQ9=j(Pkm#{V<_C$~(c_ad$Nw z-`u?L!f9Q6oZmz!z}=WK0qplEWTL~XXaHlHfj;;J7rXC+eF^Re}8*yXgl^v z0h@f@Fd($YCX*vZ!Y7BB^Gf0?Q~BXZl~J!@CWwUCiLL~96+S=|h2%%??yXmu2Zg6N z;4>4{aEOJA8qOI=J%hNdqMSH@w`)e?E=9pA-qm5QhIEY0B)eT5FDs#pXQL~(0gSAA zJBxQ2WN!adh`FYhVU^nq|MfN;-;aF4X`Vxp|>4cAu>x3jVH)C1mo zSe3Pj3RUspRifoch42QBM{N(Us_XR>#2ZE$G`+)|R*S16Ns@gAyY z9bm{0^AYoK$u!DGx{{)NPUgrlwNM5|fYCg0a&xlaBPxj`eoPxi*Q43opHkvmnu)pe z{zrsA-h2R1I>62v@U)M_WL+p9peqg`a-d= z?%3h9ucd?tN>{1$^8DQuO8H1Kv*ffxXyx0;c}5bpj6j5b_X zI3a2m!EFv{&Y=U72eTk#QsQrVil5@15FP?O2+DuBso|dR^Hl#a*#h_O(=td|*jua4Yte7IF zFD^$r-1ilgB_}H>%LnlRleA!#lN$sF9})a0W>`};n`*L0oG_fPiA3O6Xgwx+Ic?J4 zARBIJS@=CJ1Hp3Jm;A<@G~IkmGDSDJG%{_`)8e3AB#=#4g;MN08?i}CBD}u1s*kx=oXwg}}e4>WA)pWp()@s8+?Yf?0mLdsLrxi=*evN*sQ5LUEX2RvgPO zDUN-YEuBd<9lF<6|4D8`vV}NqaMcM`8}`DX^qkvX=)*`Uw7s6NobRp$x@)bJS~DpnoM_BmN??s zxL?Ym`*l~2mao#mYKk>)_lhvZ>yuQ&s>OQu5T_*&O3~M=NrqY}U197uH1oJbS~c&? z^dD>8;v5}7BmB3L)``34urh4^RXE@1Wt(phHAcuJ>)$X*#6R9bG$3y zmgYSwM8D{V$P#?lTZ0Uk)K9;mG7;D)Ou8}CORVO)A&Gc*_{EM4-W=FDl_)uiFLlbZ zj%)$^y#*k;8U)TID0**zo0Ne>PERCFb_CoQlDkSQD&F8gFLpepSk;tM90lSPLoB6*1z;3)=3dL7pk)Wj7u*fL?TB)PDCPE zyz;_3%Bx0L6JpUH`S+W7Q3+afVPHq%iLtTlNDMfrlU2S$VcK|aM zt;urQa%||fm1C1DTaI29lw%aGP9z$l`5q%o<8V43UAo0_YyNPI=C=q~Nw1ZtkD{Vd1W3LgXXV>sTL<<0 zVt>g|-?jJ<4)3XLK?e9e!)BF?{U(Xjv;=&UQc@l)g@d(?2XEuXx@r^YDyAF*V(Vt%_R1Mn za7cjE8=ZwVS!c_c8c)!(vXeW##(P92LTzYE@EOOQu%%~9lplAS4Y!qEW47tAaJ*1p z`^}boK1t93F)+N;;-3E*36Y+e%+_Pf_vZ6zto6J`-L&aSgnlyv60IDL!;hDaGsotr6HY?B9tYBJrWTo|kA zLqPjpMcYu<2qJM^#sPyEAYlLqYH!MA3gjUTtPj+Hxz1y_+V9r;-GS;bpCDk8`6jKM z|M^7PNucXimHBAE@SNVB_Xa+(-V%IBiSZ#wG7*~84lfb@6te+xGSCwmdW#`G1v+)_ zRrM%81eseR$?#q8HVZX? zHjk3EpCd(@c_c4o7$!~Kp#*A%kxolM=p^Wk60P5$*k=^WR4vR>p5ditCjMt6MS6=Lx$^a{waS&B zv$fh${89oTgJ0F`?Z8~s0=Ohtd;r2@l&E4>szmMTw~S>~$n;zD$bXsNFE=TL_l?y5AX$5_;eRn#U zgknx6d7qTYy@X8Zl?p37tyk)ilr=c>LP^uRJ)kON$Yn(#5Rbz4zs! zB)AY*O@%_a@GB)qzbT>Sl@-PEQ&U3yDT&isCj0H^Qtb)z_jiZpg%ahcGBM)qlN1V`FsYx`nFwrr9G?t!dA++iqfj4yi|G=T7RyijC~+LL-T48 z1Iy!xDCYY)>rY9XbPwg{+c!sGBYE&nl}W!|H{jMP5ph(0vcbnBQ+oD@HIvm8br}7C ze-EkYcEfi{sD5L;pY3-)o1(UYU3A|l@uW2zh3AorsX}TFKPS1;hXdBD2e>M4vKdL- zesU?fQe zG~@g>>DSfhzAQ>aLrDXW4m6E$>V+#Z24rTecPi;4{u${hpR9{80=X~QR6bT^M2yNl zy$2cY??u~scY0Yik%=VWZ9IDchJkBRfGs`jp||038>Pj|Y~`^B$W(-W5-2aMNo);2 zd%i)8k2>>rSd?J5o)a{P4UYtD@hx%}p;#@8PZB{NCmTc}3qK-RT$ida#hrn>=3-yASpK;^&yFpcGFSW;%cVEiECWH714-iyIfoceea5hKzn7hF16k!6$nt%9fhvw zH##9WOe`sg<)cO?%_jss?O|l{bQO z*HBk00GdT2+(P=GCV7_y@fHmHCRz0k{kHl%Cb4ooPU<@?->9Vk zFZl%UJ!%nr@11rT@?T`(?|1O&{*{S1?RQUJ@(JL3)FSxaI}P7|0r+toK3Z^efdS2f zg8IX9yC#AfAf+^M_?Sr!OcTo%`GR1zy}-*^roqJRn4u@X?E5wYYFQ|CDf- zQFLmgs4k}-|p&zYx{l2M8~Lx^DP zx}EBw6n!(5q1Y$|1m|OmMTQKZ`2wGxRO0M9=jZ_?=Y6c8&9wVw~ndVJKIHp`ld4RAm%3 z;m0%>??RmkmX?E?bb5dx8X64Wo?}P6mPrasHCtk|XEnnQ$7zOX_+Ttm(Tsfrn6HLi zyE$DhSm>;~f>Ioc&yZ6{3{45eXI_)JME$#YgOkShrS_NvI(vLyA1^EJ-y6yiE}S(6 zbqNaDWF&;qsy)BPx&f-6j9o2Ao2XP*ylSuL$54ewZCCA8b^;s?ND%fMA$I7>oyocP zTcIo-ka&a`BPWngHD*^I_g)jGXCrg_P;Bi(h2u|4N0HTsN<|+&sz1t8&FVv99NRfY z+%g8D!M+{7`ssmy(9=x7l{|R>aPKT2L+?JDQ1EJ5Tfc@Kf^I?j+y8f#pc)+7$Yu) zoAryL0Q^+qmzM%4DB+2s43jE)NSfh|c+((@0#I&-H|oAUqUX#Izrj7Oj5q7W3ylUA zFDL}%m66B=Isi>q8R>Oe3lCjy^HBFP?zv2^wT|j)*Qr>}pMikP`z(N^VB=tAB z9quAZD*0u%O8DmJ12n=JlL{&JUx~3R814GttWF))f2D&YX(Q^ur_Y*}v#Cti z{G>+;-r^;ahhiZthdUd;$+&P z%1m*-5cT2^jPi#~ic3=%izmvYH%BU^LED(viL%O0H8$G)F*(Ry{pMt55){(nrH6)a z1e2-D(nFIm+uRvEz7Y}y1+QOW6PYBsN2;(5w^rpTOQh_&W$CZH*cO?3q&#Dd>C)W* zk1Ac0pw!n7prI4#kEttwoRqD~^x7|7dRFlIl`fG zr@~Uasznqu5Kxp=Ekhm$Lm;3kYm1zL^pOO!myH6-x7Q)X zdV$%ig9nzX4+cyC2C-Ik?851MHG<1IooRCFK?+urC`l=)e2U!A)|vtXoRuT`;tT4* zAehm@Al|P$fGdrxcwx|x3owDEEDW00gd_4vHE)J$H`gTLsDs(zRSGL_BS}h2DMB}} z9BOGJz08C)u6K=N;glQz{b_o6y$hTQ4MkV)hyY=bB|2=o95asAm~`Q2d%m-fr+50TR- z%<}%nZTC&D2}j)AY*vfmWWL58xkIx;2op|HnkjE?8rmA#YB8|%U31f9C78b(wTkq9 zI&;@xO!17UZAefM?-Z{i3Ec>wq3y;Ol8wMcJK_XpxP+goL`-0GCPl$3AA38>5k98w z#@;R?A&h5Mczv;-PMbc(B^(cs35NhV)ot06N^BAU#!chi#pj*krvg>pE`frALlj+& zq=%%5;f3$kKsXX!4R?x7Oz4J?tWSeIh)C?%hXUXt=i=#pIXrY9ZcuGvDuMn4UHgZ!cFG=AqAMSaSBH)&3v-RO+ zCaCdV7iG9N8c!d%xkZzrfR^{H4WS4pb8H6kP1aVFn@U_gOi_ReQci;sgilFJZgd>_eT&U%4&Ty6D#(1- z$(&VF~Or2N}n?M4TpNOqf_4(ARGr~yepvF1qvj3K?oxPvyS>8+%ij036_(}Y@3 zt*3b_THsI&dOUismnLGSk?%~ap!m|Q)rbR(yTLxyc*;iDqDafrn={O%s?BVH3zpznh{I|(4~OhZ zVlK|%1el>SmDCqF2v#k(2v%)kMVfDnA!+;hUyDUd@$y(vUbV>;~179eLUU2hp zzz9u%Nlu{89@Q^cJ3E{eDe_lQ{c8K3FBZf-6PTRNwrgs0q)AGB=CsM*p(;M4IjsFs zS8-k(j~EI-B4S>j@ZPmK-Iw@9`h zD`WhxC)QyKZGlShIhi5>9yq-99~@wkM%qYGr0~D$p>XS)E)Wi?`BvZjX-3`u*JDt3 zfVEKD{I#d-?;ot}fHCR%CtbQmTXV6R&&I>;70v{2&uAH8QSGi)ll#@fbM>U`bbYMi zLdLIw@omHSC)GpNndV+UrLvH8e_t-$a`er zfr~w=;eKf@n4AnRX3GgKw2=VB;aF8bG@51th=gk?z|buTrSt!Oax>2%FH$}e83_1+ z!(RVMyQw*2&%vPLcu-y(OPu{0&6YzygzEu?U_V3TE(-msH2;sM*SrE*rf>V{zy^u^ z-l1AnERWRfewiPFB@Eo@)_nI*rCYF&^r6zl$$O!O9dj!& zp61&DBh5`CMM!D?nh&jreVRRw$ZpeYFLaHsn$Iv=$9GD-CvWx|ZiZP;?HZhiR?UDV z8Sm}VE@d)X(BQ)KD!5lbKPruFPTf(wK3kyj32RnZz`uT4XCe{b=po|dAub`FjY&NF zQ;Al-ikh)KF?*nXomo1ugm3+^<|T;}FAI0jW~ZQwht!mMzm-7q)0Y)Rvv~EPYes#} z^~YZ~u2AMR$@G3{5t(DyxT3o;#q&5xNmzc6uS2bG&^c{DXiSoeE`g)|bex&Q{+m*< zFZZL(WVof-ST&5>qD;@pcr?!F=-jasSd_N$_g9dTkF>8}L zm10g>?_Bo{`=qPUb_n0&iq>$kSaGn%@f|v9d5~v1*tUfzzE+R}wamBsy3}?PK zyemS@yM9#GcJki%N5uL)vt{HO`G9}@w9eG4_R(d!W4d1wey_{?9+p&Ew~}D)0=6I0 z?r?C`_{nQuh_l3KX1Ge&LdBjjZE0n8T|`Q0<3gr=HH>}~-W6E5q2;-b_El+EKIHXC zWpR%~!@|zsEYz@kYnC8OG%Oz)rljGU()JC-l_(Iw1e?E2h;eeHB5+7l~oUqm3IjjS5Y)E?_mTGT3 z+F<8{0*5S}Q&?u?>ngr{WBl}#4j-Lbhr){Bm8em^BgZ}jLdk(LU&} zx*DUawu?;XnRKPYquowI>wkyAyl=p~=D@HnbBOBCXFel+6z}8Vx}?<{al@tlxlOpk zt_OKY4@lt_6c`%Q)MhO(8H=18JnVtT*!+>7%$uH*&)ZdYe>8;)T-4$$NAo z8gb35B!#K|LheIS%HI{&2&kUCfv^#Hf4O?FG#f#Owy>m8{`f9`o!GScZ>O$A4O0(s zNz2+07#NXp7X&ui>OVZJt8c#c*pur2qFnWx*?5ORCC(*#{XP2qM6$BQzd5x|-!(jM z&z84GH(_s|!Banz{-|G5wZ9n8M~Rx5PFKn}eN$zbrt4(}5t^#>XQYp+*fikc-2?;d zn!lkvgBPBTNckpOv}nPOX@< znFI*xPXyUW&M4*vrkhvpG%`OZ?8PxRn1)|yma4?uu#W%}1&FyE%VG?EDHz28Vn9G) z06hs1L$tv?inQ%6`wm>cibES;sxuv+CXu%BGg$^4dIYN{)(V3)k>WCVO9-+G8mjdZ z?iC^Vs(n*U?4sLc^`VQlZGNjlc(c@w4GC2YMBhadVGc<{XiPGQwNh>fm0I_?q}VF< z@*esP?mvjNKo_J=NBg;4lxjyO=8TYigChmi^=zycQ;Uy8gJQr+tBY=MH9+v!aI3$- zO+laN4A(g&80I5Z$ z7jpLT6lLf!ie;mh_P8UaN`4u7pOF;FGDJk6(e9-eafA8}7oXt_Ts59;o9l#)QQAC^ z$Yi2hg>5b+T(2_B@ek#+`34LDr|<-UUxqniB>fLlO$s7~(B^%GWmTL)!j-cV@u@I^ zcRy=3CoStQis{WOQMsQ5j7%y45;GEW(}|Rdr6fmM}FylYdHu8QL*Xb!%z?3)4eek5@e^arG_D0CK%;VwhS z%ViSpJEg6SM_YqkE*;WOaVz6xC797+`m1Vmjo!{3M|aOkqj!oC3R#6u65V0?h8wU& zS&kNXV?g@@?7aX)iN>InH(XkO&5FUo126`pb(37HTR)0Th(4L4wm z!pOL{6PcuXDGFb?l?lFynzZ`#B|wXx29(i!{>ohGCRLa3ck^4f;<+RfREpD=$Z-ZT z`Pi(s>xC;y`mNMdZdODhKmwW)oDx9rlvav&ncWqZQ;)sOj%jEp>M}daB&n2#Yj@4y z75zR^DMUgcF*Kc0%oA`#z0B-+YbCSi6@ubkX7;?#9@M0l!Ov7_s7pBQ-Izz2XnX~y zr7BBK_7PyB;R?T!w$DB(eH0H@ED@y?b0a8Pz^Ayc5I#T@h2WblMwe1D_^GhGUfMel zF$IJuN(erBNhK6Tc|`YL-3&*rp)=2Ldz$D)xjV&Zgsy@_i36f7?XY7{;G!sx{C2!@ zQ64QiN>R!xj`G-0j`11l66LYUNC=}?xcqtp$BMD6w^)pvrcl1uPl-$^#%Vc7ELopYaKoYD_-k3S4p5XUJ((L{nOM^O|tP?He5_b%!l+$sau_EamMR6VYgx zu4~^cA0UeBFL?zo*7HhY-jK_>O;Nzg>#w7%ux$|+!0>ZHP>ugBCjsF%!)Xw^=iZaj zGw_!86t;4u8DHpo5irnoO5-e4jMoWBxN6>803FRQSDV@HYOx(Y7;Tor)e_t39EwDS zr=(Z)5k-!ZuP{BrXE+jt?=TBC7oX}1^k0e_rmbe@af>kqicmNaN={%72<3o44g_QU zlI=rF*pX7B#c`CgS;V6$?|Ow5Ft5br1;u;E8&&wli{lZaKzd<@*zd$k7FMIrNQ!9H z4Y_DRM#|8Wfs)f@TfFKPFbVJzqo#c9s$1|0VgG5utY=F^L#~#*xLqZra2a?dKP}L* zhp{@sW*5bk11U^1%4{1O{<5>-1ObvS9!+e= z^HnpN;3uW`9v!10sqva5uVdtAAc|JOXIqXc;dIQ83RCeaxDeH#EMdbY)H zRW?0vfP}_DG~Gzpa7bIqvbywD!jB3~4@+Sx0U*Q3?Uz7mPDsOAuT)9#3GLjSU|1>*E(GggLLi}$5Y5Jf z=n2nJ(DQq<-5E9;R^&Tu8yr7LDX4f}?^E)@AsxrLn5heT?q?>bQM+g|?BHX0fxu+v zxPyv+DTu|^PDEc3QjD>oTtDGn5uzW3eItErV~PZ5j@-n$O*>-WI7>0 zOWg-(lK?QfrIqj-KZz+KwtMy8r74)j`^buXgp?ddi0`BNGmT9)oPjs;X)pxQw_w8q z^D7^)OH_!9cXKs^2y(+kc60Ry+1dj)Az8$rFX&ML?Nxh-N(j+V_G^zxfG(rhZG=NL zTfyMIc`waYdU(I=(|#oxhq9=as~P0miE4w-wts@33Ly%>VREl`vjxT6K@$VNB|A&^ ztY~F3K;YGeT$gMXRaEO<@+MhF0^3{zu!sMWaIbGQ^+O(y#Aod}#^=N3ynh5-0ls#|9|!`T!^c}8O_ zr+HSw?_eHNI;mscD&W&T1`;t$%P^Qtango)*3UL(5q(Y;k!NhQU79!wLKdmzn)W|oXDI>U=;@S-hlphq#V&4QJ%?NHA(mqH_zkbrsKmem? zZ3ZA*?08&-6{QV^(3cXy-M(#FPI<4O-|J;5G1JIas+}G0;RX-Jg|i8swZtSy#^me( z1aOkdiiu;7-jkB0*X%%%v*lnoxZ&zkDhr{E+>l7uR44p~&O9r8clzkskO{TRv}O6s zaVKowPqif`zjkzXA0^$K@Aigjxg-%gC+BAxL-3&y{$yjlU+%YVdySJ9I)a+`R^cZYM}|4CHco#0RN@yKCJ|H86Gbsh zdYOT+m2(YrnEY4>TN`i2)V6`4*gybzXd&8Xqg=|}n-VY|i+sI{8{&qtR?K!QUf!SN zW}(SQ2&3iIxp4@yO$a|IMHMfvG7SaFuyD((mI=UoFYI=4dmVP%&&F3PpuR7IvLIE# zE8ag2h$)OhWrK}4lmB$U0rG^zNYUVsMlT4X?IDR*~i{2@sa zjo>BQ%Ecq|Qk3qCNAMn@6lQRA*FSn$31u|ImG_%fQ^&2QDM{fh9^(4MQ$P&|alrC3 z6VzxdW;4LCM4JQ>6wLA_fCUDf1W2MTW3dJS0nF99$!v5c#~LN}#^=6m${-5cQy*QWB(y=6zNkypDQqq(z-}@w`vbPeV0bwVn5=>;zci zF}U~$HphH2$2}cmjP$f(k&ZPi^Fk@O*kLf@lK>B9xMhSuIETULGZNyJ%%G_eB2vC5 zM^p%tp4P9}wTfekSx#Y;yamy8_DskTc;;YWl& zH?o>H3KX$cgIN+YE$D60xhCff>k0g#S-+byG6MRnv(O)y#|D8n;SGPip3SD~YL>U)1%| z!%6bIoR=q6D{%(A?VTek2N%o0ijKu)0DaQ?VFfX0<+~I zyZs6c;m!3;_--@1K~cJOAZ|iAos34W3ia)q8a`?800D!+dXbG1(g8KRuveaPOeFHwDtr8zsz<1w-`mvKVd>5=kMUD;)2WB)O3S0?_Pc!-+eJD_>JG z&dmhJa{G1>j!Q}gVl^O6!AQY6O`c7_%Py#R40vqkXs>`Icpj=}d zuWK-+Ck_aVG8v1ft-l8;VK$#oLd>D-5Kh*W{PS1|@Llt?9u?#?4HbX5sqySrP zd0;zVT}F#oHc{!Z@A819l~AQ{36=*W8K85+*hFU^cl3RSv4&C#F2(M49kkb_WzHBD)8o}5x|D&Dh@n`(+GZX!fAxZDUBaEaK~9ZjqpAsONl&oVDj5_Kk?U987$2g*Dst(0$} z8yZR{OjW|j%=r;uV#kx!#!po+J?!K1#XuP^Hhw5X9;%2vkyedy=zYm@Po$OJkX&IW(#8-* zQ4sfd{Ia@4NE)Pkn@J5?wR( zk!*x5o<*!K$NR;0zwlPEyd;INd=}wR3P3uh%`C#pOi&Z8kUu*!Q#A#zM=L}G17OCj z;7Mr^DFcCtA|b*U>23_~QahUxUs+c^>uzWV;D{w(I45fZP1aVJIMdh|A5ozWS$k*n zh6zF`m_*+#4p^9!hSb=L%)W1S`8WaR6ZQH)pE_*HNnc54%gWq1CthR@LaQQgVu(mm zcGz2yAe2%h(GL|#X;5UUb964pB&06lKAnZkP z{GbpPk1m*ohDIzN$sETr0hp*i#4EkC$O-Y5VsU@iP!5o}O+?!tHW^7>QQ$@U+TUyw zjPWj8@xalip1^7M)jrL2+0RT^qv;85;Bw`veUpo)Cm^Nq!28%vPwHv4BYc1;T2WY3E=mmjR9K2o)oxVBYrdzEuN z3-h30l-D*xLjxfeO>JW)022*X7S;CZax;_VZ+TRJin}49q9HLOx9}sG(q`-88X;1= z0#k0bI;s)Tb7spijbgJ!yid<;`AMNDH(Ms6G-ByWU`8M_W{hHr#wjkobr9UTc$}gm zTT@tTJ5J%4)^UBooifsZ(DgF@#&3Cj0R^Q2b775Lfx{_ZbJ!?0(baW@c0^p47xqy> zDK}9|MZ;l6jfn~?6iI9(csZH5wvC?@sB$A=A|WPlY1%f+2Z(+ijwu)G?b&$0L72lG zf@02BV;p{-3>Vd6wUN^{UKR?|Y4hN~tI4F$?@Gts9_@y-rL06+BUCEGL74Ou^$3 z!sl0Zy62gK_X$Cd9BN5G9HW@da9&k@c=*Ft%19=CYHLU_6hz+B;SNIesQyw@Kjoz$ z&Dxa9h}cdWS))<1nioo(;$85VURD_9CcEJAha|`!q*_)_kdv&B=xd*gs9l!VIQ)4A^7R*DEfZ+u+LHnp>x!IyFlhx0oEv05?h37S@XfJF`WTt zH4mqVcVgoAG&K!5;d)ykZWT;}@=BTDgn-ShD$n2aDV+{Dv8=lRAW_Reh-@(p9G?1H z3V)lV*@lB4h4O(v72t@O~8t?5Cw4|>#t zp7i(W_lxTb_we|>%*cc^X492l9PU5&@VGr9965o_(Tw{bE}A$B*YrC)nUUrreqbE6 zn8lb6++H4C4Kj*&9)Pce3do2~a}FQd{|BaV-y!9bbgvRo?um+ zz|RyX#8pctK0oZ!<)xFJ9}Xn)d4HQYl2;*4e1O;zM`mT|{8iB`(*TfehUxDW3k3VT z7>ljbmZd8sGl3|oTCyIPs3t4xNpf{0&o+ zZjNQl;NEZ2W8dVhcn91m(VV>ze&6)%_@Q>7*!9hYk*Wz?cn7@1NL3bl%q|(0G1F9m z{P->E*rO($l1zct(T)cl5_e*=Z56MDOrB5Xi^*lWJIUw5z$`@wux+-Q^C>}ZMjfv- z4{)l=;86&>PX%$xjR&bPFi9)-K0hx=O;JLSwpLs6vP8-GiB3pnt(Qp{J!5XSO>4Xq z#)q>*MT8KgtxR%0g&;l>H#3r#D3d%Jg(z3B2$lm%-%#egC_>Hg&GAD;$)kV|MxhBz zmsL2s?qCtR-SjX`F;)-!st;4QH9dlrDMU70&zl~RvA-0`u?#Ys!?N~L@H|Wb;`k*l z9>szS;V1>WD-W1L&7~OD8hDO(t#CTX@VNQqh#Ywp zDhATY$16iYl;zfYM{2slUF9#gy!{ju!k1_!e$dp}pAncty|9bpRu{ib$YH6p~-Lg~a?0vMb4v+d0@~60NP&pL z06+BbZlFY$P~D|yUG{+!edHiwhoBJ1)Iw)HZ?-)kc9|* zN4E|cA%!q7owF8I`f$eA~A5T!hBGu?p=Mz-GU_IhR0>h6}!H|Xo za1u-m&v;1=JV0* z=u)giF1x#R@e_=TzIQo`2a51Z6w}dtF9--VfL`o-NgLdYRvh7zExZt-v4l^7;RvqtvU#M1)l~NEqo&uJJZa!WF&+ut!HXNRg~W7HP+Yg=I`eY{mR|lxnHdoZ(Us!Ap+=+jt07X@OI$w_Vb&^j)%uwGTMK+NO~adZxpz{A&{$CdHc5FyejM)kqurBxX^MqS~g zqzB^8DnlT5#>x=D=*rMBDsT^1hLAa{3@PN?`qq`9V^rYwm7(zRXJuI2-%hU9tNYb% zdy#(#w13@V@TB~nryNW??-k0AK11ju18UEU!DjE839NP7SeM+!ch8X=s3Cyfje;e^MJ1bXzt5rEI8hQTM` zNj-idobdP_zBow=!@8Vor?&mK-+wNPX36y;L)oRw zs`O4m7RxUuo+0yP*ozFMm@=z!JPBDW$((qG%$H`dN5#^d&fH8T{1v5mw7UuDz4Pw- z-5ewm-G4d+v*fI)HWK1c-A^WqPI@_Q|{AW#fdAbeq&{+;*}P=3{bf^ytl@E-x;?FI-a!5?_`j@G!|$-ChdSSXNQAc@8(Gkz=$R+!>Agu6EVhSOfnD{eN#4|M>J*`3DumP zh%q*3l7YbJ8#NQ-%Dr2?4P~8wonF>~T3*(I0WjuCs%70}Vp->3=fs%GS}+h8d&;`Y z#Inx6&WSOVwO}AH`m!#({MZ1kmd{zC-5-JKXfHoDIF3xH!k*;*Q$COdSp(op@VTm{ ztpKtzBS{aymr@OYFP`VB4z>cw3WOv*0AB>wRD-(5`=+>TaJ89*vdF$gp|ngjsQ-^T z`d#VdO!i+?$yi>4XhXpzLaGE$Mw=I9&P1X0g*%8glyV}Ziu+`=dAa9I6k2Zyg)gS7 zj2n!HW_Opft1CR^?M8CbRS_mEV%*Z zm~UU9VIll3Kw$sdX6#QAhiJ}<&HhUsb(gRTnUC9HRTE32ue`=p!0C`l@O{rA)3s&; z$SNTrTeFVocIuJ(zXD*(tmEB}-pz0YqWe#WV4|?rs;?&7$^B%_GX;x_{6pYrS*v~z zlphDmzI+Aw{m*sNl+7aHrk)j6hpver`RAYGpp4d!w zgcBa$H1_BRjbg~An!^+D#D=gVobdR@&ob(eIHD0{)ne4|<$E20`0IcAhoAY`pW%P| zPltFG*PBL5#`&P04*q#VdzEH`B)0##Fc-86B(?h&>6cJKOM#>|-dCfJ@cxYyRjc1A z@#W;EgM<%(s-=D>*6&P$Ge*t}dr^4;!m~Qd>)B+xgPUu%i*;dy39v1l<+nYbe0$6* z(_*&&s*#)$SQdZ1aJvi_;jcj2V)5Vh^a48n@p}L15KI)-%EvVxWW3-%f`7}($G1Tw zFekbFCm2vIzHrocvPc`e7xB1l7A8P76<^}>f!`O8jitp5#aAXjSOPSq1yR+go<)M# zyjsi*34D|LBcqMG-YwnX?8zc|>)^!C4c6wW6xSxwR5&#z9&EmIJkNTn$2dc32HU!k=ml>VOZ8q|?JrUu1agEa^V zy;gooHK+q}gjR-YP)D{!D}yyCY2~L>gChKcY7i1TTN$oF9a(DSF9-Ud>uanPjI*m3 zu_n^B_75g5{;5kKx}4>ST~5ch$0S^$5y9aKO|!Y{$WYiv1Hy9LI*yYblO9vxsHC6A z2!Yop3Y_!q5t+$Gk^eqiW~Ry{Cq=O>r;)r22Zk4wK}Czxh{?4_+H45%HM2Yt^dsb~ zHFr@?)ySPm&fd{MkdsYXubfD5czM)zuxmlZ#2uGN^RHEH^d0M+eIdat4HYZ41JxU8bR-0)-8Sq)PFl5S| z7J%XqEqL=jN(()Po@qhZ{8_ayWc{5MfZ`A>_!?myE6Juaep7v%Hcimg!spXAH13OI z1QYlA*)4Bmr`&R^WC%=O4I!dY0)!42c(P+9L!?<({${AfAdhk9bB5o>TpKJiNwLD5e|(xbC!%%vQW6~C@5gnp zgq3bCa8ljdc_i%X*E+tv68fI(urjQ4VS$tCy3QkEU!T?S?Um5?Qg0t*rF}LkEcE&; z7CLC3xYwe`I$8UQ+tTIqf}SB31???z^o@K4o4PE{nIzokS!AOO#k<@^s&P$-r(;np zEnC)E9}cAB0XfWBDf1oB6sB>6ElnKu2#HRtMu}yQSc$J)jS>k;IM9Qqv}5|=n1&a* zJ!KLh>WMwL;C+C&Bl5R53Ir*NJut=%-ZgkIWoVxyq~rrI)eVyq$G9e#x;{d3JP0E; zP`abjS^Y3cQ$GXiO3rP^vWCKy=frg-((4h`dHR?&*a119pp(aqd;Nf39F=ar^LGhP zIry}~;7=`R3rvsnDY<*xA>gqmGadR&&O<6f;*s)I1`QpDOh0M}aen>u4JSH8Nk71I zuzvh7eOmB7wgw847-j!XzwEb@_0{HfJzvI$uw~WmqJ_vOZh?1H>*984DqH^?9 zeM&?Jq$H}!N>U<02?rb+n07l^)&*pwknhBWz{s#)Jjc~`Xov(T+_#5Km6Ytcd?chM z^z+m0)bTt-Kyx85;&Su*0hf(ioP(To+ZXi#o=e!j(Q%^7h6SZZ2LxVhbC@n07GW0t zK$m;FyX1{xwGpq2Hb%Oqw#SKUkL*kn#Q{ zm?y4(2Yz+27H@?rX|8{V>=bOE-C0atq21vXR_36=MH@Bo#CE6S+9M&6^$qnqB8SL1 zn>>3pUe~773r6E6OFgqbRnEkcX%vif&9OGfYir*5V%?f;CGu3hJle|0pYED=?B1gzssl-W6Rg2Fg zXJ0i2Yu8k<9{0+L1c#Srr6wmiRaHKdoPBjU%E`*yE2po`5Bq0wpf=tu{q+LoSi(sf zQ;071=%FXN_uqqC?H{9`ILwJ6;0YzO*rlQvelNkb^=-yC(=#iXA;O#*m zK?SCJLqU?du-+WW77Sb-yi<)0*nDC_<1k76bZ?Ff%1R|I26`(N zfL9Wyw?}D;8G7{fpU(_zKx@+LMP&O9o!FX0j&&V$o;bJ=|;II#76(p$&>;0e17Vk;ZE>Ok@ zi7!uUcO9!9DILH4FI#P?%Svem_Gs_tFXqycaN9^FpB(b zCv`!JVt?4**ZTCk<-~a|8TE@&@rh5+u8z3GXzN0L2f1|6EprnyJT0)qG5 za<+!^)Rj3&++g>4b~V0QZO8ZP)zxmg9j7NB&2sY@FeF`Jh8(is$XR?2QIzQadYS_I zu+3OTW5C8Hj}$<01(!i*GT;G}Zj z-g(@<&RqmfoH7QIJrYF^Z_`sNB08Xe=CuMs#90dn^!mi97Z8C!kiQrOm&;b}+qJ%Tz6qvU939=njlDEz<}Td$SbRjz;K?!+;+hR~yeVvWum zV{3wkR8mmJHda-7#0ir=wUT;v{gRTWy{~hVQ19E|9k6eg_ zTmuI$sDb;%&c2r@MheMJ9N$Hn{h|>P9zrm?!+@B=4LDqpSI<$XE?Nk9;?8$RwO>RJ ztg`dn5jn67(cRRIlaWHiGn64|4hTrD^)hszP=*7;7an3UYaJtmP$v#wNUtuC<7N+E zT-2~JGFgu?cF{tp6OFN>+AmtKF?K{~j01ZY+go^x-r~LiyU=2+5c0&mi^Q@=#>Cfl z8%rc8;edlwN^8%xQnZ?HJv(i>k;wMUxl)=+tCHf~nXYyJXfCzA@%69=eBNsuzwF{& zt*5sS;2jfFxjdMOg=fM$D#YZKSoPQfGme(aQA9POVCn1i{+mhkY$qUv#avPy zw3{CdD0Dr?A@kv_-mOp9v%`C$yJ29E?>YBq%cGGyx~99KL6%y1b(B`zWyWzMr|vLP z=!p5cohZY%;(tHU+GOFCFb~$CyU#dE7<@1OWwNf^;)YmKy8{O)cFXDwG(Jky$P-U& zd5U#K1djHJtq=*321cyA`<~kxVx$o3#L-Tq*&|qhR2l6=0xYkAt=E`z9Pdjvo7tEO zH%Y}?*Ykys6SrO?^+bGF@KM5HZ@m^IsfvM1WK$lVzL`~aVPhh!L;F;s;7^=SN8*w8 z0eXli>`P=dL2AKz4>w*agPl0%OQybsj4kisekWYU^XTEjhd7w*<y?6AU0*>*+^cKEo?sa?AhohDQE74}TC8!1b@6!zVdfPd~aV zNa*Eqk$ws8El)pwhc~i30?mMdpJefR|3-?cYG4fwtk0l<52FS^3>x^*X~2355!`S^ z{eoQiS4iLT79v=^3p!DDPjvt35KOs$-xxjcW`Z!2>V66=A2is(cN0|)CnLT8Y!^vT ze^3JzPItMiVRbk+&+oUw^0YEsaq0PU4p{iAn5{$OZVySngtA)9*0Ckc43obK5DtF`G~a8~5eao*9NGP6h{gQ`lz(kO;q?#c&O_JMx@#Upkbw91E%3Z7Nq%$`B^P`!~KDqiW?kzrvd*d`&$5 z5NKM;^?QM$FV{qN|Cty;C|@_qHQwUDmK5ihJMQIX%uHKaw_Ve#i>B!`3l8C0`+GntXlDGfmP%mQWQ)0Hw;r;yyd|7KLW}74W{?-tqw*Yx&M?8Bmhex?luKh zgp2e`z-Up(Ltf!P^Y=BgBfNhjMG=oRxLr(s^2$AS6)LCt7T8(_w+})8oym53n^#ZG zWdB8#>>#wLp@NXAq9>z`byPD^Xnidm)Gey1Af)Q)$!KFm)l3vxUsbJf95eFK7PQda zPf`9YQ`mUoIjWcq2z5i?%$pY^K70R0UR570dDlg$cx&!6QwGUJ%Qsz{pc?zh! zAOq7PXc zZ3a0rLjrFY2T71wNFu6C7# z#~gb)Q7#PSG>tuT#e_SNKGiAYTh`#0*9XPhgZvm&hlr~Eqn05tDSjAkD9Xm91*83! zAL^u3oM~O@(wvLz>YKbMo2+Yf^CVx%$wVaTj5@83vK19(uuLN-;yPQVkZSVuVF@s+GcKd5CPo2q6f z;EDCDBb@N~nr7_)AhEyu14G#Cw9h>lK5*26)wtiU_n-2C1Yiw)Jm;(VbQ?hMrvTD2%J4kj1F0O0BfbA@ z7ugSL!L!&NAAg<+)I*TUK{?V96e9`Bak- zP(N_R`2m@E^qQkzhRc#sj+e$DJ(Bi+AFO9L5E^#}`)@o}HhuO2`)Ih5VU;~8QOO0b zH3y83ocVmb%VG6QD4@j`tHRGj=@sI9s_5qzvWCC7&D0ARzavoG{{Wo(&KK(#mQ?Ql z(xBYk^)*!OA>ka{9H+F8)w3hP8)GS!r(x*)|8AIC4Jn`k{z&yZDxp+7{7@2qk-Xv> zfv`}XA73cft96UPhir!K|I7JxpJO~u-yvtv@gEM zuRlEnN3d;5M(&{Ke|@Z?BV#K2KQ$= z2}w-DezCTs%u?z=sbloPA9wHG(tK2*}=vy${~Va zSu}L6zRX3(cx*-RB>w;CTx;NuD-ciRq|UVlgoW}?$5#*@pSYWGe3=hejxCo&Ww2=e zpYzw0#Jm*YxY9|4tO9!X&^nW-lyF!^*4B?N)6D}e$@8K)H}HIbn={-RefTSe>@8bA zHkS`Sc+#!XM^^h!hhQSMJWp{Kr(e4Be+9M{&(jZ{yq_)81)}>;hv2H-cxmD7Y=Q$r zTROX~mKW}NNf9Klwdn1G$mQ+G#haDEYX6loF~M68i@WUZ%1OU0>GheeVeA5h04-P4 zI7|&V~%MG1`G1LMaL(Czka@mn?S`(LbNqny^_F4?)R{=uc2<6rnc zLX4Kh-Hz@%j;=3|Kz#oxA4pJ^BWssA{esB^paNQpBWt4c;BllG%_XwfzmcMd(Q4v4 zD!b);Ip5CRWw2LX!V4oz;BIN+I*vccIp+Gc*zUh-B&Sq=Y1Y(e4uVu-Ed@)#Lbg>y z{Y{h}2(XW30oj;d@Bf*di9$Z;6Vk1qC)ULx`jZAh65?(hT{75zUL+aB$ffSi_}#*H z?&EM0My{MI({~Iqj7&m|e`x8EcV@;5JKY7I@w&?#;a|6Ck(8hK3r+*TjMwY^&p*x* z5T4nJFipCG^TGj4pTc5WS`mlf2l0Z>3}nY*{{@+-3e?}G8T;yRYi8_Sb6qw8_0&br ztylo4NJOAtvkKh#O<~5bj`Y3TQpBCVlqb0V9os&#o7RXg& z%ed>qME^1A`vTQW_Fq)V4nm6^T|r3g>Yj`??(AwN3a#Ja9n>v$c?BW0(|a=7xZA6l zD71dp*Rn#I-?xAf|B6y?u|ithw_;h7;Qo^?h~;W|>bMF}*ni88b7%gJ-2M~M_^ko- zdUn5N6wxw({;=a9>|e3je@Q2#riLNADv;Asb>MW!T_sR#G-O{5h9SFp zkke8X;dIDdO;Bt!WM3Do`CZ>~P|N&oc;Ux7=Dl7nFYv!G!j@y+A3k~%>LQ5ke-59t zE>rI1@^Z47kt_cS&P{SZdh`zHB<_wV7QB3L4+`f$2NZ?-TqBCkdoB`nC>Tr>W_#!x zrJ_}8Y7et!$+t_N{4h35R(r^6K`;1^D1nyt@CmLF@alKu_Mcz?MYbGZHnWd+T-%#0 zz&!pG5Lz5yo+MHcNFu%eY!_Lx23(eQx0+vFguen#i!}&8~NahN1$_#?(1vLn2IBSjI9)zF5-5skpoWYoDI zdm#QAM%{U^S5d%Y%Vkivcs8SmPFay?K;f_Cv^>U{(A~ose+X@~_)9+t6hnIxzFzM? z6C+qGW&?<%;d%{%30DK=Q^lqRFp=s2#ajnIOGx1ZplbR-JLQXsKhB~b63XDX3oD&| z90x$LmUuR=meX{A`9gdNP%X)n{U;buGaV)grqlftN@+12a`aTaMl#a-&vuanWi@;0*29bROF(LA_CAXDNd`pm z6W8{nDB`h}#obX!I5geO))(1tfvII#{3D)^^>hQOF5vb4b6GTzS=+)HnycA#btM6Y zAc3=Gdou&_p661)jjZ-xDH9X?JH`T13Eo{xkgGV5b>Tvcn}$WE5}CXDpeBoFy8p#W zwgZY}wk(Py1PNJAERy#_w5};X;fPizFbki$pLLMUrQuRMvT- zaQ9@lWeO8>H+yy=LXwvAL?3yIdat%*wEuFEl(-+66(mE+TPV5F#|=%ldoD=pSRv1* zsj@iUUY;LN)+?vG!TX_At5jh=pDcE>UP)aFCF)&6Ez_cU&I4uY620F4dR16Yg~ht5ON;w( zX6x5TwF`HxbFut4Jt=6x`91%~lH#`GOpXF)D^E70FAGXW&G-MOC_I0~bh5_1o z^7%$yu#p#Rrx*KM8xH`Xib-X&idG-IHIx7GN)%ne<26a}LQJvO^%bVKu z4o~T_1jm=l@eKCdod)O{hpVavr1$%N!BFRymgljMQ)u<#K>_VQ|-998gPzY6@-EByuU(^QJS z2(}zk3s_N{rI~+e4-AHGy0Ku>kUAtCsuBP1u8G(5WHf$nG=mBS~dE zsVXCRX>G>a)%ZDFO;%X?iSJiH}2ukr<8y9e8sPy= zU?k!YzRn(huaTnE|8S7h^No8M2=3^xw0`mDc-6S8Ub8Eqh;y_$vj+;zpho5!_dHQV z-`DCC#HpkDL@^W8J=)}1IBzhz>qhV3SUsH!Z{9b5e1^(0i_Y?q3mt>KPC9rA((C>9p7BZ(O^Q}GzH2dxfg zM}^)WsL;FB^O;s>G2HKplKNzpLYwmb`u6E|$*MqifHnzH>k^Mr>go0Y%&1Fi%PN${ zdbgZCpjX&Eeqq55b?|m|by0)}V{6$T$@$SG?XlJkG{ z96#9N<(KVlZSY%!D8~(-7d@=15vFD=hp$}W@lgu< z(Tf&`ubg^(=faB^dBKM#Mi8R)AZJb_W-B^4CwGh$rPRKl?+rc@?J1g=*}<*3$+$N`;;7ecl?ttt>ku6+5MgF_xO5g4DuLYr1$VCww74g|w%(rVroxLDu4VVHLam z7i1y|@OZ#n7t8TbJG#I!aF<31)xIJaj40>cSAfe=hG4H(1Px-8-Eu1u<((-Pf|w}iY;fg|M@%tVgJQIkx^QV%&>~To#5*0^@R=)@MkA>a*sW?cOy41 zLctOz&Q(H+QeTrL0gSyT%PWk@y0W#K5udDTh5znE5epPOmgv(8Yy4fa4=;#PA46lC zkV&*DJ=A*|*Hgzf29jZ|Y@x1;9}J3|mNaeQK3;B>ODV^W6W6 zU448kCIRoJhm^V59zpe z#DwUe+{vn`Jg3+4LV7Nh^_XT^%unsPgTO z0|n=P`4jiTaiAbXiA_H`w_p;J&#od#EJ077b)Q1M7C*YKJRUp3PlEk;0TnacULX8d8dKY@g{_3>?&bu zrat2KE=}IF@F}6ZZecgNaT$>KX?@jbBcs5?IUH&PVQ zes36U4t;gc>jXC!MwpObdAbCDlWFYxo~@U~;=TW>k(~1VULhYy-95ln=U21Ec5)Ga z2=ot+M(>Ee9f*3EiSqt4F@k{pc@@z0#5vF-pZ_HwJ!*#Ji6u;d_Wlik3crD>=tEi1 zPED|!D{6^<1)`(-P)`zUNh;xSboZYQ!PHREdnPP*1ae~UnNZv%2z>Mt{O`!T=r=p& zc%YW-CohE>j_x-*0F##;1W?_7iXiX-6?e-e%N7nfvX$|;fH;t zu(^Rb;2**N`0mJ8m?z(PFR&*?lmY^J#9v%q-)t`2zk+?E_z&Ot_II9m{+{OklP-t| ziX{cFvBi44p`SS(Gh9EI-g49YDg|8V00Hvooi~HyyPo5d1i{^GUa!K(zQv$tgVGU< z@;D*ue>lIaKLifEQ0{QV@~eZ{|B8}7&rVGg_lp_^Gkt|~^HUaV_#tFG`hHP^!@G`f zD#plW|Cty;sDE}qq0R8j@zUS82)yD;fS#VAVBYU|MdXs<{_`Tqq3T{t?k=zJ)IHw) z^gjghbEx~FBOE~|HhBIzL>vs2HGfU0;m7%*I>HHRWCN%nf>4VsK*Piq>#obleha`y zZvh&79)74gik#X0b6GTzAJXHwmt4ZlyU%A(whj<7oTJBckG3R^QTYYi{g-sYLkq)^ z!o#rlQ5yeS2y%|XaQL2pkB}iS!_&=tBgaP*`5|32S{Js0EQaoa_VnfNW$@|sf)pB)*YiI#G{}8~B_HZ>gJx-h=biob}B4h~&|Bw*|P6+I9 zv(y?_>f-{Y*<^=H)m4ZP;cnV20pXYHK5p(H24TJ$U4+_{ALKiJ-KV7PtEJa^V6p#{4nXc`9ayG8rMU z^qJ_YNm&pN(rwoy@J;Fq1_eUA$3?5jO7WU{HQF_G6Q5|THv-{i z*5`C)n%)0&wuX`;!&D=V&{#6HKOC&O83XF8aIp5ecK^CTOjp?}BR-eF7~dT2V698J zu$yQz|= zi5JQkLA4-d18@K>N{+~~x+P$cQK7wNhO!5Q4A4Ufd7%BQle+Q?8in$U*( z3vK+GU7xter?>dtX|t!a!{;{melG0q{fi1;%uzRdhWzeglYWY_c-)A>QR~biqmE~a zQX~uIPb<(~Ovc{TaRUE?$<6Ev&%nb?NPG#XM>|FPioZ#W-VTgDAR})^lH30CA_>vg z6q|^GJXd)5uRzN;E0`rVsCu54N0IL`q+^=3FWl8s=qsImy zC2_#@=#5~{s~1#C;RJ>uOS}h%KZP=mc0VEo0e}>vH>@KM2*tC%h`3u}*_f`T(K9!M z;S>o21**R}+IVvM3LY7cJdgcXgQoK2)Y-4-p-bx9RLAxg$0C!x8oRX5cnrQjD=ZkE z+<0no5iK}=3iTXq!I4U?nHZKVI0Zl-Zx{M-uzrF|{buViyr$r^6CJ&MzMt^&zS$Z_ zqkNImY>-m6?THOo2th?QFS8moUeeAd`<1B3&MB2)PD5 z!Ky@o-~N|_sgzkMPqmP)#_lz`{N!E~2s<+_&N#T&Tu3=POQfrjV=0d?B|sV00iodF ziRHW10!NvoULX|WxVFbgQA{TY)v>dMLOd4j97k<=SHu(H^p{jji1Sc&q0|wnGYA!r zN;#gRR2aDE&N6_?;Fr4_$- ztfojz0s+O?OEZ#6Db5x#B0saj?{l14Npv+Nd1fUgtCZOCYQBu;s+ksFr8xFMH9y#>Ndi~XpP}&J9l^~U$Q%TRi&d`;0n6>Qm3n>X9$GF0E~1vrOlMZPhn|C z55OW(4b4%GQ;3+TR)9BgP>6&#@^+h+0=x;wvV0fdX=Vio4z?k|dok$-zlCBNaDar= z3TbvY_yrtga|uWF2m?O_isPG0P!J$UF*TR`0EA+Ja6OyOF^Rz`w*({x2sp=^aw052 zCF=WV$|)fM7Bh9+-h^Wo?$K8F#6tQO@E#rAGDWfyUEq~w>K!*=D-H*(XG=W8l@!Mh zf$HePL7t$5wPJ`ye? zacM{5wg1J?Vrh63q8!r9Hn$U;Vs3ZOsAdc^-NJ63@&D2pj4mOTmH?Uvf_o+BQLgFCJ4hO%0 zqa56?UeEz)8n-9bs~66@Xeuw*e{^)47U@b*FX(s)+VMa-*m?GLVQoHMr=dN6pQt2~ z5O^HTq$Kxc+3lul`}tF#INEMWAqU|oM!R(%fKW8!IFr9c4-hOjdK_-mZ+XGNI*NfY0PLF@aWB)+MFyYZKyc&7UR8lzeegq1=yq4A0!70 zZ{V{31>XtF3`G4$dP0Ovd%S*ymB($mtUeDCfRFAXb4mhk#x!-2d168>8uiUAgQ#9X zI=*s%n1lq1sd6Ba5QOhmBaChCa{zmz#k2h#+EkwXxlJm?dqD*ZJMPi(*W4eShT zad49EuG9GjH^Su7hcw*IU?S{j#8jtCU*oT(59zQIKnQrOB;b6VOJ5^K>CG1Bda>Kw zLg$>3r}Yx(5f42vh9&KzgrH3=j$~De2X-jbz%6faWX5V;UGDDug23v2yuDq+=`QYQ zJ9!Wt77SK!HxCJfR84i&;HpJK62E$|x*tWp@hu&itU-c8{wu48VA`5+k#^p-9ewXo z1Qdu_vP3@n|0ay4f($Vn*o(uyBzwQc8VX$kdEHXV%F5J*ivoGt(wgMdH2OU5_5PnF z3=#tH7kg;Lzh2(>qarzY1ct*P0{YRO5`uxo4JQ7)9G+C{Kqov^Yr)kS%kgCKV)9BT zoWYnQxNw2G$yzcd8aJaxflqENSr%e1{BkxosrkK;J0eH><$#nx1$xmh2T|l+&h+Lt zcdL1tQ~58Ur{iaOo`^sa=*9)RP51_)a)dwc6oQ`u%kd+8P*6ailW=byP&lQ$Uo<|5 zz+(IhtXr>MZ14!;db^ly(~#ee6+n+~UTvZp`(!Z+sNm1wQKhHKD2{=e#XczE0?QFY z!KQb=Up^^V$#V-AU)%&Xpo5S~DBkpoNGcJ}KBwkahdrfx6u*ePovpfNxK% z(}8A>u#xLNTzjvCjL{IToPkLTriZ3ou8a|7d9<5jfeH^OxU2SDT^jl5)R8)V(aq7w z%Ay+TUY{JsBGDp@se&f*mZmmQV#y-T_uo4fBfKou8cez{LkGu z*BELqr>SU{Q=y55q4shr)c}g!P#YgmfCb^UgK&E?gj)sSHivLa2*tU84Xz}d#kKN? zg<6fM||BDb_0Uu2{tg@a>|MAtIa z4nAruAJrN?*LEm4^C%6M$itGbLb#4ajX<48H z7Y#ZD_i6gxc_nJlF7QmC9W4{I=Td<7!2n%2L`Rd~r4dOeot+$*9PJR@5w?JWdUS~H z64De(hXIFYe7Tv9eOoFNi=%OyDYop~K|rD1;~fSxBLg>>jRLRaFrc&bOR=s=fn%6w zl_D}SrC3*`h}kH`_w11e7SZmo#k|>|i8PC(i#KIjv^A6^TSK&tb&~LFdFxRU=_{`3 zYE_dEmk^z?xH?9rOsgbJ@Gkdt2Es&qy;9Vw&h*Sx2lRqcEGep0r_0taMKn#-08BUM ztvaCBCq=F5blE6H;o7{xt=?&l!{4H@I@-0_k&{{`&FC%bqKTuNYIRP#h0pHsQ!VAP z>pgbkb|GDY0ikpV#L?AtTBvs)LK(+91Uec*8=h)BMzZmr08=gwe7u{@ev+Z#mw$N_||79OYCxArWzv)p~oKS{M8jaE`Cmpdg`uVp>5VdAnfXSB0z0w)`Ui99=L^ z91Ra4(Bl>4jM0R;}LwYrqKe{|NJGscn(R;YS22nQm=c$@LKed`Zm(>*X5_kMYk(9?Dp5suw zxY=v-oX6tNakCdFMM9!*o?jI=du2&&%Xu-mpS(=B>)?7h_j#h_1S$etq?{}#2ABqo z$gBBXnsC#ge9_r?Jrd|bDuj%~tGE7*dDIeYSgOtS7ZIdI4+>LTu#yx5zIdPAg6cm7NkJ^z3gkn|GFU>rd zT*f}E3lL^>^s44ZZlRHc1t=FfLTFmm>=IH(#Q>$lGma&dC_fzwjDLM>CF@v^YaqkT zqghI#EX_Y*S}nR8NIUE_<^y9?_SyG}b?uv*?MjowT1S#b{ zX;m(%SCNK2^9-p|XtBMYK}~H_r(@Yh9lgDuahGkC<1m^)0<>8r)LUw`@UO|C8fwM4 zD`5afKlzoTttl38gL{ogO}y2%Hk~w&0;qH5&280cUdNkKzAT3+Zj!PWP z$qdx=x9XO`oTaK6s&swyTeT8KMcE#BIN7Ii5P6@vaW1t~Hv-S5ZqTZzn_LWaGk8GV zNMfiPp=VS#dGrA<)y*74UhU+v-GgoD*}Q>mVdu3J7sZ|AkV zNpBQH-7-i3ZtlED$%5-R=+4Up_B8{`S4y|bR{~~pGq8MRf_zmp17HY%)!y~~e(_3o z1PoI>L38iw=vz=3QS`1ZHSt!bmFp>1A(T#Cm{4o;w9=8X;CdcqtKDYSxJ zpwe*jw9<3v!K|j0K0TFOZ53P+y}slFg_@gN1y8Gr8Ot^n=v#uWPAff4Q`LH{sd-u% zc=Q2R^PG@lz@~ASyRd1531y#P(;#I-CXdpl8QO2tNKq;pf#5%vKZPm=D^t(S$Ig()DRJeOp&HfLk_w>(pHz>fMx6 zlQqN6WYZ*N>e}%rxU!{ADQ#kL|a}fgm(dWKC3QOdPk0k((G6!Dq+*gr}LKNqA6WB2vi>HgpM$f@` zMmxj^F^)dBo8bxcDsn__@!W2ik&;wbkuZc&{Ut&K^yXD05Hc~dma1i1@&wB2GA-hD zFNq-4ZZ|K}l6n=XTBc=MLapxBAc5{186;HNyedOV6{P4~N~mtCSY7lWHAAhsKWtv~ zaP;eN)s})w-K$#k)p{t+p!2Aflq{@{gI28zgcVd(%LH1r3{xiCtXfCE4p*txrS5G8 zkU}*B2oZ{HZU#W80<>rb$g{5*K)j(;rPJnSfYhruv86c$!(y|$F zYzJ($Xa<-`>Gc#_wFkuxnI2#=(5bdI_PNAKGu$d0&!dDcIfe?GZ5{hWVup@mlpe~b zaA>+V)V#z&KzO*wiWUL|?$)7Zpk>1Lu0LuuATkH&+Ja(8qUv1;RVLCpbBa9rfXkUv z%)vTX+@2jxVzyqcc8kSaDLe)Xl^=Zpbr@$|Mrs!J7?&=f)|m*uHd0QMwdx~PrTo8d zbja%X^otPAs%sJY>#93*^VYXi34~Bl0L^tZ5VOEXK5CwF8N;FdYAZ8ePVrP!Iw;|1 z6_+9OJjeqv3wh+Dk;iZ#uT4&H`Q8g$$2i6#no8|H0%sl63s|j_lZ=xogTpZ*H#IrQ zGO`BzdBsI8OQ!2UCW@*Clh$g`sm&S%1T0>f@F;k!3RzBy^H&4nEN0i+@#c1(j`(h) zaXE$ITq6=-9?2BK(3U5P)-moWE+!gz-uqwo=XsQz9T`gd=wNAUWtfSp%5rr!f%}Ry zm-sgZBzCRcP|aJW!(O^%5hF_U)S3r+Jw-`wm72$>18N?U)k+OfsZjwC^h|4Abczku%JNT(EeLq2MW-$sg($8LmPQ1uwIW$*$F=c^ z^#`na3WS3El38DnkCJ>a&@`;)H@E#Qp-W*kh4&{)ma*=U(4~rvq1`lOgedak!$q!@ zVlK0)VIQAQ>b`;%V*jRD!kO3yHHj~)RSz*|Z4yDRr$ouEVzi7x2@VZLkgQg6h*AZ1 zYLiH2L(A}T3xb0*g{Nia_O1LvmO9gTbaIGt<(_%h6qz>U6LXp z3nS^Pm1)NlDF3Whuh*-|)pWAKd%!C-+Kw@}S!^X>U$)lbND%}r_%V6}e(^&0ICP6~ z#L}nqSLuR**y|ufpl?<>2wA8}Un`wqKw0x9n@)DqTkWpr16BQN-8K/@%@Z`p

      jNyA_E=uUS)lza^mJDDxiu{zN3bZWvo^??MA-Ko9r?a_gQy3!PwwgBySy)M5nYZH!l(pS1#;Y!dLCUmSm$@DF zDpI-3?b6Z;YMcF2w~`_oJ|8BO+Pc~ANm*bWU+r)cI0J8OcW!z+SzIf)3=(Ktcjp{& z3#{Xywvb$6sUbEfUL)m3_NEe!v03{JhT z)?BSf$wW#Hg{?9WTCMgws|os@^l*Aa8$w0pYVLOeF$;6#vzNP)(-;oqwMF9kG@v#M zXk8@EIGHkJa{#%Fmu2j&f2-w>Rm+ADq5J0g2SO%h(AV{kJfZL6^@n5=%O8*LZ(nWZ z)AZ_f7KJy7L!1D9^y?2F`8}K|&?Jf#2}X(I{!OvCCNfi|;)%Qrc;ccP7a-__Qcd@) zb>NbVWwtj+kjeEcb-7#%^e43u%WAou-|SX9Jw;C8qLf7nSr#x9}|sn_YdY%H8= zgTJ~j)+P|7N}{>JCv_9`JrP@(GfR@4)#KqmKM^bXiA z9LQ@oflWi2!uWkwrR>(5z!H~U^ztUKl&4?u>-BUs(^Juv4?UCOJuwq{;8S#8AsmXY zts57|P7xsRwyqn4jtRB6gO3aWuy!vLq6?$YmzTBP3q{&BkkX@>DT%T=cEufHy6@ab z@4)uHb7MIN0ug)z3zW`7xZad)v}Yj6sM^)ul!3af&cch4Y@I^u-8`Ii#>>_6C$qI$ ziFbZHPh*@g*7j~b<7SG0_)$Rfy6EP!%rugET~n9SOjq)1n)bS8T}(sjYLA9NeE{!w z%82iGLch%b?{}6~L0tnx5CB#e3f3!qL}SVz0kU~ULrNA*$3geSE)YiYHWt~gvbbzuT& z^ZKA*)>=3UyvU3Vv^UzMb;v>@jCN;GnDB9Upbb*LP1a z5A}3}pD~Oe4SAI2!BA+rx{>Shm5N3-rRV02T+hK)v%@UUKYK}>l56I1HQ7$a_gl3& z!%$4Sw{nN3b=DMl7`PcVA|Ew)k6EbiT6Mgd-F#y`QPnX73JYnij)9g1+q2f2wvjnN z*QR<`SXr6n_qF?#78hJz*xu^LpSYOVfxutdF6VkF6O~?D)3}=9xhkwTq*tlJG`kBI zs&8G>=*XE8L=1XOqsvAaY9rC^z3l{EI>B7@LrMK%hilwXHqgrnSdP+ z)x8AHP;zaO&DUlXT7(F!tz%G7FnYRFC#F4@Tye>#}>SM-4{65UQ* zrEyi(NX%+nxG;+55o_dPn#JA7bK0vBYs}PN>o)4#PkoM+BTve*0>`(o0w3CkH-CUTjyC->*=NC9Jjm^NjIKNn zZM8lWcx$Wsv&HOgh7GDsu?!GmFib;~sB*2||2Z#1`&CZW}e-CcJ_J>t$s&SZotQv;zH^Z|U1)x!NZT7Kiaci4W zTn|#m5L}Q@Ve6)pqhx9kOtpiEXA51{`quXiqt$i$M*FefXmMMv{HjP32R8<&+2t~FIs7TrdIn^TpCMC++Za?EoWlohgTX*{% z^(s>7xa86jYHiSh1n`e9REjX6)Yd_ZCvSr#57qqpG6_;uex&TR z)tC3hRV=`%FJWo6RY%H(>aJdqZuNmPv|5|J`V`}da>4Y$xI9KWPqfZn6PGIT5jd&Y zYsy4@SG(7j_jhlprh!4CWoYhRNy&x`4$9{Pa1jWowG$UEfo>I;Nf~kLi3?A^4!1Ck zySJPvS4Xig@8Oq^y{w5opa@PeMqzI~0-sT=RK&$!S$ z2LYm@w)QcgW1@!Bja*FefXhAD}%wgSz~56n=NVfa9y z&ej#^z`#NqxTqEAkb$6UqvC6vN79JTbbgDZO|0elEhZ((+EA163$?f6!-Qg6yKhgb zf^`8e57|Zs&I5RN%Eg1ZcGBVM6udj@1>eBKzzfd6TkEck6XgDIcfO9(+Fd(JrgB%@ zEtInk&lbV8qgyV)_gd)SVim6t&CF*{m64um)T?)sr1@qHd!*=x-FoY zAc|_{T6^-G*^o5yGMhZ-fDP&Ug^+b6%i;tZGOrZ!97-DkTWG#EG>sb-B=?p2Oh;Y0&Z{N?#vG2HTDZ)!QvGjN76qx8-(} zrqi;cuO{m*tQV#BR=&PduFCBwS7yIS`UOga0cCaOf;`%K5u}W^dFDduW~mdY>NA

      iT(H6Jzhr8kyqC}^wA zL4*KXZFBHurWL5Y23j`Z+%bnY}5gS zb_VToQHEL*bu;@|?;E-xQI}eqC`ZZEG??lp%CiO3YLzeACpCj>uJSYMime+^FYLk1 z7wYz~9eYn_)sD_EOEa9WTfKvCW|5Dn+wCauQdbvu*=P{85$a8G=!7A{99lwwiXco=pmW+7Ku}x2~oIS|)DCS|5{%%mKRQ&l!^F=FN+u z8jV(e&d8$=xIDEMbI>|!N4H}d!!II4!3~~16GHc`N4EvHx*#LZQ61eDnJH6k!CoY+ zm5F1ail%kJUNRh(OWx2Tb5pQt=dL_MZ=@gFqt?#d@(KlQ-MKp_wrc0DFRQ=NSJXFm z?&i((#HTuUe-C}F9V~C3EH0mHZ3junD0P4Jq#VDwFhH*zSi|j*SDV}QTwk%*g^P;V z+T(QOOxzKJ9)fh)Xr{Hde{N@!=kpDmHD#}vf`tUFd)SGZB|rqA_pnnY!mo{>Zs8BD zrp+!$z-}EuIZ75}GSwp}&$ds~$hAU`s*W8qp9>a{n>8J&RbYEg%3Gj=0Qj{z>aBC# zR952MIr9ay);X#tZ=p6FNqzEO%XoFKeTi=wB-Gq&8Kh)^bsW_6-?N2kYfIfOf$IBQ znCkLcm%2UuI$XJP=2Q1|ZS${7Gnju}DD_ce*EavU0THxS*M<=2vevcDzpfNH|GLs* zYu5(K6@0R5LplPi)gymyNGY&90o7WMJb4RfIR7LI+b1X9nn#{bp_S^0DaE#WgWC^G7o!D^zIi$c_#cYW1a&#rd*4v$a{K1$S!R!@$cS5=b0PkD0W zSt(A|VJ5fcjGxEU>m-3j=D7m<@PD_WD|w zn1#^mwrji!gX3C!Dn{ULw_QiegdJXfQB$qJ9H6UB{AL`VAkeb`T!EaT1pekGKI3Hx zu^Dyzbo-HIWf@cl)l7GHznG~r0&^#fix8qT52_QNnjoH+9>t|>6r#G&z*PF71TTSl zETP$wJck-~KAE5_$!8$y+Me9pB{A>f57^@!`S~ho>zVh5|E2g5)4L3e6Kb=-i+Z1I@!*bH*hdV(^cY+@pRip0wKzxb=6X{ zwS|hT;f+qt`>)A?k0wGvdm69#@_M$OEsOCf$|yw%=}u_85HW%EF8tz9%9bxFXP?MI8+HomSyI`QM&M!CPdybZj zPS1x6DUIO+Li%rs#7@qSK2gcK#DIKlK2L0ga%ZJ2%+hvKMhAft+G;7+7p z#HH~gym$}yg!1rgY%vh$Uc!|ZU?prUj~;v4V4vBtCm$|K;uQRjO9j7+E7mKZTOToi z9}laT_+9wf@H=W1{GL-;ANaP*%=x+Y>HmIGJj&<{$c3K`zoS;c?>QOxeFXGhU7J85 zxkTgXMo)fN30xe;9UFN<>4f1^$F5J95jmE_r!F%qMRi8B!DDdxoy@rp6y?$0pE(Am z04}B+J^5gOuH8#I-{7Kot6VSlI#O=8k6VQ-_>aMOsY%t8wV?6{3%+2c% zByIvG2er`;KNJL1%&rN+witD4;U1*B+L$8;GM7>q7(Ngh_tx#uDQ|$Vim;xt~=!c5c&5Yf404SK3VLP7hwz)2GNQ<5;Ks;DBWD7a3HU( z4KJq3Fc2W{wyq6>jsca_)!HzF0I+tJ3DIiX1|e#*ru8fnY1cqXUs$Fj%33eHfMD4v09h5U!nS;IJ_?{cPZNyYCaR^=obnF&t8RY z^y`)+b2f#7x~Wj0QbQB6brxFNym1MPBRw8(d7h_r^QPldK^{-?NS}!=8}(iDi0V=m zW=ySH2Y6aNqB2$kf=CyfEFUGQ4Z;`BwN*}ge3)o7S_k2tlm*=M&kdY`x3+xlQ)sQ9 z(?2(G=)o*^%|d!AxjI@{-Mpoo$QKL}DsCPvkdlSganRM%1p;byw7>*fy$n-rN%LsI z(XYc*qXn0GNVU4hLnhhfouXQ^&vP6M)w*7}~I zy7`7`7!V?Cwz=yAA=?JNQH&+X69!uyOCY|q*Ka7DHjgDpy^2(gC76~_t8=fFdUgs0 zBh=YE_gYy_fCE}Q>s#FvU%cD|srT&?el%SItEpL1r6 z0^QvCcC2jdc*~jWUaRZYfFweszH1v|NCxkCOvTE27Q%&jG!KOm8(WCTOZl;M=qN+& zL}f}q#kf3!-EHUX5KyQhqOoZQKO#W@paz4MhNijl*)*V*hNd#>S%6tgZKK1l0cY{pm{Xs$lKV-qwHcBityUaiI8hPMLjMq!VVEQr?QmiR9bIN%sAQj ziDTq0##ZC#4k9I~-JF=wFPl)(cA}_esrBZ>oY{~x^5(=m=OG2N)Q3s~0k*T!rcNyw z(CZO}+{!lA*$$%)C>SKG6%3-zTrgxdB#m7#%t>*o)8}B0`d-UaF6ws66Z#CNUGs{| zzzk1`=~MX8z7PW;dK%q8yjCQ|y_YBS;E`2Nflv^;+J|c}hZ?Y#)$%}$XnRksC!p6O z2)R`xVblTj1j%ZJf~Ygs6EYi;#;zyKNpX6n-1D*{oXa-rgn8k-)>;8mF)aXF1ozAf z=T_UK8>JJb+@N1kGjJ92LZl|%o)I5jNVmpIK3JIh2_rsF&Bh%#DJLAXJ|P0|>(kn0 zF%4VFd06|jc4<$kiuHEskUA^ zu(0hE_~iK#r0Z4QP7Q%~!X}%Qx3i3KS14~sY_+p5i`{s$T0GaATsydbF<1a?-8+sv zOt>S@XD@fXV-`ZMEf3sH^zs!#RFBZQJV4q8Tm>yqy#n`g7DF%O?gEASCd zU5rq3YnPmHGNBX4h&XhYoMogWwK+wWOm)e*D5?Nj=M*`!A!%fnoadxC?^I4KgmmVs z)KQ@LHgtaK;<~Y|llBkm7)qWs?}#zaO){E&r$iTip(sr+B(VIWP7(Ong@mnAzIf-Jb4qn zsV{Y?8qEit&Ps_X4++#Ap&me=$wQstfa3-=Z+^(R@;vmp14x3 z&37(LAZ>0x94Qkk`RXZK;M`}c`i%ws#6q*JnlCJnx*D-F2mq_L3UB<|i%?+|=@!N8*7%lA15` z-Rk)a?X7woGlmKgT4!~Un2FzW*B-$!OK;T!@~gQvWgjSTH&;DRs{$LWi*6z?hq`Oa zdv}}FTCI?{AOW~_dCyU@;F76c-t%k`TpcGA15Gu`Y;JpZ*6mUp!|JvdK>%2t*6;L1 zQlO#cDb3S*(6%&5kkaECJl!;;cGnW(an^lxhc`ymu&av@rQh6Abo6ZG5k@hq?=n)| z)s}+E?icDpI42%Lg$T_pMPO0GPd;k>C-DdJ+VRVnM$d2qH)S$EYVH04xr*I5-RZ6V zgp7)>cGv1*@H_b^_@h?5&n-3MF>uvgKkqe)=iZG_nRW<0k5L3-CR)$EFp9{(&nQ9~ zZ4@E+Tt*SO^rDwXy6<8hD!$gN;9MXMq>q<+o`i57NXI@m#(?>1RO{5bV`PYcNSsL@ zk(ZiUciAXKZED@6QpJFXB!()A)*aQ1*MKB)M>WewQED>*BrE5DAy5=V>u@B{va!2~ zpPC6o<^WyW5_3t)DPam0z+1P(615t1KR1+>AY~e;1pWdCef9>qV}uZ)wQtSn*+L|4 zY80Mjq#(6H;I8;VJRtNucchR+RoH$ZRx_!qj^Wl zLhgBJ&HGSjzBZr71%=wKIdjT;rq=m9Nn1$W%uEi_nUq?sIkYlchlxvT%>=a7FcBfZR@-@B>hp)obDci~WlNXE z`9q{5z}jRN_Z6ttY$jbRS|__8Y~m|i+>wv~Ym;3>>mkw%UgN?nTPM4uT?47=5mFLm zZH@>^xY8|1 zQf^tm5Fh}5%`b+Du6NpJ!@*~;K;Lfjo<{||<5Q^KXQ9paL0>J4(F8Tm;Ily|u?lp@ z$AIp_0ll`dOs#LxTWa@Jr*|JA;5YZ!iBCm3f?L9K$d!DR3u6$~y|0o0Q1K zguab86sU1b%tZXvWzCpK*GV3Av92d*u9S&UzYMBUrd$-Fw#kR((3#roaY3R&wr=t{ zN)~1^)th{tZ9mjvNo04Y)PKIwwaqE$!9fa*CY zs6Mb4>RkyHL1%&rN+witD4;U159+SyzgG-84^&dJpgIm3stW|vT3>fRTi+p#>^VZ9 zfZN*F1zHB+$VD~CF&Ln016ACjJieRVt=4LOgYc&zLSSzlsCIlT`19q+gV0M$T{ap? zZCa01#_JI=RN!x&;zVLL`tX2+bp4N6h`csLyqNYrQ zU$vf?TXlyi^O=UIiJmn?O_7E1By_#TgKIv^H6dQJ$xu-M&BhamnfecW)Fdd98suuljU}@LQUQ4 z$<;Tm^uB2bJd3&mEdzGsqSPIO0lL#Ol*i&9hj0zL`{bzPh&lh%W}f}33|Kr;#)_iu`Ui^$BvsmpXT-(c}; ze7jmb(>CU#p1Qa*$&_(3W%BVOqR|iLtnq|Lf=Ze0Dr3@=5Oe44crwMUZ@a~0I~(7i z-R%{W888(|Ii9*Kh64U`q#d^%Yz zVy9qX3ax8ViJB>J0HD{RQYON$twp6oMROCVs@A4;XQt!RFM`~e>2gtqnx8EmV=VR_ zeV9;wtDmhWWx^(3?PnV}18;S-;_wyp2eUgvz4YQE1y`RmvnX>tK*V>kSQkI!Ay<082EMZYkd|d2p zgjloYo+f8FEZ4874kXV_!K#z18JPC+M2r z1Vkg~iGEGPhg0zidwcI38CBuinh)?OMC~*f!15|F<9+cE!*d$yk@420vYeMK38CPm z2A><37p>%3DNcQY=EZ^2uWoH!1kUIwC-c@rClL|o^~geQ>d;A+v0sucMy_VR!3d+* zXqO~$G9_Vb=rQCey*1uo4iNiIjLGaS(8UhjfU`zPudku`$^&gSJSQZj*(gYq%)YZmTI$dy+Y8L zpn{SKl^hDF3vd z&~tMm(s453zrcvvbJNXXmywcG?RoRDzQkkAAOXJFo=M4q?Ko&7ae;kC!UWn#7)8NSqQ{@;qUdgtvwN7T7>LQHDP1VUPBPFTrvu4R^zBTq`P@+i<;UpP9LQbgVF1 zT^EPF7aw^ZGZXx(f{Y?hZDt}n3!>&3x0&f)4xk&-BD<1x1wq$*vpPS!de zbHpv2j)NMHxx|F}c4fU13D&dV_pLR{sOS@}bUbYxHRSAUA=b0x8vdqOs}xZC)xXli z;ms|Agq5_bACyewsZewUZ}eHd~;pit`x_Dfn7yyQ~auVapgYA>fR@!jA~-P|FlxtB99 z@g;TL%lS)utAhnB9IEbvi<$ysb1w(lrZx>T^<`hLOv`D3awB!WkTBi)@gZLDD?JR3ca;q-Wm$M9Z=|PsnFZ=DfG6YP#`T7 zdOM)dpXjM7ceC=U-fp2kvF;(_UR0@2grPaAZG&$XSb~hR8dd&`vS&Q4+u(wmWfElB z&3E3EL$DkwWvccIctNUoKy%{*h5noS1y9Qqz_Bj+g}}V8U(olEZ*VnuZY<6H!ku*o z0IBPK!QVw*)#~bci>v>Yjrc$Tv{|d3mZjCeMfbKL7+S4%6Brk3#A+Zw;3>DA?M-1O>cmywdx+-QO%*be44y)BH7RQ*n?8;xXGm&r4It=ECPQ~@pp z``g-lTcm{V|9A=)Fa1)aN5chG%8x~FZlbw_O59hi^Y99cA;I~u@5ljpz5gBAHB=~4 z8P#=?`$aK#V307;=7~Bfnevc>9!fa22(Gqb*rHNqh!6p^xfKH;3n%I8R*Yc?tT$y)}u2QCY0K|GVMs2V98f|zHU5c;H`OK`4ok6 zNldA?)$=uQ=)o*KUqgB-xjJC@csH9BV_+XB)Z9E^@U(2qWL*ry0&{?_E-(2crK(9! z>AHD&De&k6u9lZV4ywC$bZ&!o`|7F~MTStJ@YbVqk%a|3@=-_UViqE=E{SaQ8st`P zvo;TXx0Zv+2GsS?7eN46ZGX4dy8T6nP-%1f3qqDUNnf|W3`1zOzM)H;+~`)#2MVms z_07{V;X2kueGAM1y1KRNlZ;o_*VrFYot%%u{fjPA$k4pCEBMt#83mqttR=FuG-~df zn~-w*O8YH`7~JTOC?Qmrz<18=oW*sRUv+V8>lwVZ4d_fxLEwaZFPx*^yM5ZoR@dap^@bul`GU zsQ9}5>a_s%f=Rpmn#)0a_dvc&$)^wi@ZZ$tlDj)Txxy);u4p)o#WziW4Je>^|a_~W@b{s48YYXtSx!WWbK$xH1ix(T5|$IZ1c5VI5< z`RJit3?D#_6(w~7hR7LuHsmB$LGJh%$Xz&)|6awuRg))2dk-5|KCGc0Fnj@Hh3V~s zkK7f`58NQ{4{ESfd#0z?AG9K~It)OQH;(vOb#0iuojg-*0YgL~w+@p@$S7b(Uk#I8 z7?9Ui_ZUB(ELO{#a>12xSny(Gx$4?FH)FjMiX7+J2_+#LWU&+Kcmic@ zwTZn(d%GEZPmI|#+h5W7X<4w8X>SHieC>CB@r$RX|3%_e(N1mUW3guaQ z?E^Ov$std1H&Jsl2htX5-hHH-Ifg;$wX3PN>KgRzN>sB)t^LHx!nZ0qiWRZd7TGXv zyh1@}En>{*f(6jl0Zrs#!X0@&YFH4n5PEG|fi!o|7FSE<=M4;SED@2yB&Z1jPX zdZi#`8o=-Oca#NlyzVwp&V}Dov+)N`CH@cr{nuPZA*4?r~c>a>p(N?t^L4xy}@<~W;jdW2B8bnZ<#I?W2e-K9M&)O1y} zMbX-LhFLaDrwav&y(LACRiPMpP)SYu%ny-gHa}487pl+v2}z1SR--kRLOvc~k2Z79F2{5#$9^T`tP-?b>3+dOlg+;99ix*xm7< z#vCaYy#eo+5GC^C)&Xjw>WP|CMOY)xcmHd$i&G>hVzt_?=jzr(>|~th&H)m#(HD0P zIG#XRoh*V>VMp_YGND%2401Q;-qb`Z7$fxCx=x>QGS$4BVSUSSQ|t6u zMk>8_syRzm=)Mz0l|k#N=A7A(H1bq)o|EF#`_i30!+@+fP>>I@+WS&avT=h$VMAmK zsQ)i>@75&8aij~*n2jWoAP9gU2;P|jDG?BvAPGtwv7{NP(EvzD=w=Ju5NFSsvyJNR zYIKR!RW()B0GhV8rk8!ohqYrkW_!$bU(XNI>;8%T{1O+B%&g3+f_8VzMnq?2x_{vj z;o;%#;ZavzgK?E*K1@$CEL&Ye=-0!&nCNG~ov%bnLHAOueQ6~E(p5kymY*6^^bAt1 z%jzObs6~}%J3OQcRb~_{o3WuBYVhXZlB87Y2ZXxLus*>Fr?e`JJTs7&HLQhH1!Coq zWCG|@;H|R*Plku6%L?b7m9u|rP%mo-dTN!x6+l{O)PFQz+=rt<5}(9}cxHevFK!}L zjhc9r#Lb)`?mFMz$*_Njf}Dx6(5H!RUN(Ww@u-B&?9+?^_r-ik_mO6ojuLwIoFq-8 zsv#4PlBAh4B>jgP>l$sscT@y!+S@-VUn(TObCo#vf@#QbNejEox3*DKG0yW&?mj7# zq0XtF#mG1gd7)I3nX&9{F7TP(1iPCH zUr`s_svU2%I#6lyiaf)UA^(V-ocwC~<7nxTW;j+hiQhnha!o+A#Yz;F2Zh$vEo+av zgOfDFLY|qXEURaQR7DGvM>6~MDe%@M2tDp5t~xw0NS6)vf=(q&xZ-Sr5HSS6x}EXk zgHhssqbCO9vNjkIs=`S06B~?q&O_PnCD)og#*^oR5`?Ny68#hF; zI|}4&8ntzb_31eAKjDE9>#~X!bgEE-dZJi~Apq9-p7@3^Yo^N8Sq9~@&OD}Gfs>x6 zegl4&pngzoG8m8s-8YL`1d^Ol#`UatS$qTX!W_9(4FPfU>C-CSAu)SaE)F|p`0}y^%l0qB;E5*L9M<&7KLRoI4xYw#j@dSnWe~4;JxxZJ&CS((A^3dlXAvmQ^YWi>dLy+0{2ZL#u z{u}?0;`!lO5&91tfTNsHlth_4Bo~~jii$0~vqfyigy1Yv_nV7@=|P3`qw1-M=uW_F zLtcwdMG#A%A#~)l0mYFZ!t#QMA6%{E2ugMRWMO+t zXv9#Is7s2pu~RKdSiBPep3dSL8hjZrNjD57B@ zG1VX_{u6>KMQF<|Py?*qb-Qqcw#=!F*g9+VLW%N+B-YYi?_|h#VUi~4xe`J8jMYo; zshJoHZ}|;<3!NF0f&mZbMKiAx;EFM-j#n>n=iZG+!{*{+RLNM3j&>NM?g_B{DYY<9 zs1{HUh2M|+L*$b6_i-ZS(P+}29r=S)c!iRsqj%`oihIe(dbV&I=CC)-nj)SbL%>E(rY8=jm}E4L2_a^>XWXz53Uzr0j(Ptn2A zU2#&lvs^pHP{&=G9|;7uwQ z@*&HRpPP}h@KLFRi4horONjcwCKNvIs8sR^iLVs?aqrN*_Fn5MxcxLH7FQJMA7#({Q-HEH3EB~9f-0^dU1`wGz<`->NSG= zSq)|e3(13_Ka5P407En^7^WJ)@Sgxv+Fo-UOtDBzEFL)vZ?Bm|j6`Ug@dC; zii7`cM6xgrCK2NhnhuBj1stVSkU~iNCleS6Gg$wRQ7qSi3O~@kfPOI$7hVO+oDAOa zNv=4s1z>J&6)b;9V}5Q+eJobNLzT0&-p=QOaXlFYw$9iG_{3luIf`VTBcgI631k{fGubspLlV z(&(_GEg2mexC@&BhG;BHl=gyU61V_SDVdQz?j4V3r@Q;z{iAr6@l(i?9vgrQuf7S7 zRGiEx7d~$FO+Kky(D~ z;hMcZVyrG%L4S8jiUjH2Fi3}snxD0dQ@H}2>MRJ?^LELJwPdKZrGp8{+qBz^<{mhO zcG7RAg$q|Ws9-jyZOqSAIH>rvP4A5-qj7IC>-)Sor4w2e-Y{)jwf6$qIV}t?!GxEM zM$*pc4fI~=wrKbE1f^i6GkBKLzQYfc(1>45>lQA*U1C(#DlkJDBk^+Ow@aT6OBG(Q%9&HV+{Pb~ zSgY|*ce{_f{Xuun`+^uhZbtXdp9B7gO9}rp51b7C=p({kX*>3(h&6B*pvs)-0kk0c z#k655+tG5WXhqB|wjJ$<)RIaw8N$exp*%udsRfJ<4W#-5r}Uns{HpRkL%m%emBir z*!^F_bWSThU+4a>Awg{{U2eng&gsaxeR!}`A12&NE#u$gzI!X`yX0ePQ>mC%)FvmJ z$X;>7(*0z*Yq|L*pd7)P2DzV~#ipjtA^#hiQ@IG~dt~)EcYbK4SYFndztkccbE#_lt^mQYY~XNrY6Q%cEhB0C&sEx!x_h?U-QPbsM#%>fL@dN;tn!NxM0hi(Rq2V? z;q%vJL^2;sDiwY^kMKBEtK;Hon5y#$lWex?Wi#$|zi$uR#K%Q%ntyolr`vnOiUJfzig^39G!@%S78+6 zM6(9tmq~=B^FQ)}bEiae2vg1N!i@r1_@ubyP)6*WCH|zi{eVzcZmdZc_zhwTJZwh| z_@y@1hEWxMFss;Do6o2fl^bjGR%yVX3qniEV`r(2b&2ELCdp`uHrA!j=MF1zYp1=V z&hA(VFFmY;R#h96iz`6jhLt`>hm@j0{K^dBz2i;=#HBp#+e}X2IY2*_ha|Yt8KDS5 z(1{gb7Cs{s2$y8V5d9gU@FD>$9c2qYZSOR&C`mQ^KM3 zN3-LB3yc$q;-#;9!``HeU#CR=1(25<&sZ(xO~l<-+>~dc5jDw}L4Wv&nsAYx@&lMx`$yejf8UC# zF|ckH*u9_@1GoWeTyrJ7MFoxe1sO0izbWM0m?asGR>bLjW+Kd z+eDAwEd?PWR=oLOine7$J(Cg5c!?31zj)LePEK!p_W4&v-V5J4LaY1XVAP#`abx$m zJHtK;$&J1J{U;gjuKmG%FpFQf2;ogHZkV$L@+;7`88w5n~mQwNBH+Q$P ztM|WMKfaa)24HyxFVaSoL|_`+S%M)YArYP8DzUqZMQw73bk%8gpE7~7*-xSP z8}5$|dei&}+1wbJMkI~;Sw_F3r5!PkdXarIdXl*hGG)$!asXIBxFLz~LJ4FzP2RUh zSH5f#(2=_bNonLlqd2>6XoAxRc(nt0U|wW>$|fTXkU?7b&*XGG>JMkXGa_kJ2%a}d z8P$qC)f}B2s3I&#l9fe7uGA=}7u0g1mJ_w&^1TW^-^iUo50*SUC54IgXPbKy^%EFqO>G##D5JtD0W%#@!(q1N*&9 zSYZ|@E6C?uAIIB!`-BYnYe_lO#-aEZmrRgSDbC&XbhCA$3tkto-t{Ih+nAeJrKTGi zt+I$;nNo3)O(dnCu|>?Hei@&2y5liUP4(?*yw98Z-81x`7cZkqcP)!>xkx_C@UC8w0Q5P<9f$% z-Qa^e+{b4L92_x-TMTCwN8{S!afI)S7vbkoT4?&aOdb9=p20lnru&or7~9-*&NNQh zz)k7Fj)UqFdNK!#H`g7n9r|rsc)5ARZ9VAiojiI(T@w$2_H7N{7cbuOv|L*c`cqmc zGJwr+FfR*l$K2YtRq5rR#|Qlaz2ePV%IgnzcbJz!^Bzh5aMHs`X;rnrF__r5+_`Z124{27B+}sn| z)nv3%{Ve$ze1; zvTgi3Ed%F?x9mOo(<%DYbY7#k4quB6B)bkJQM@c0j=Mq;1LT*)=D3e`sj|qN3H15( z8yS2SCzEOaaW9hzj|rT0$9)5(u{f-U;@Qw%(Ah?x=QncC2Hq~xQ(%)5o8q&L7@0Gh z2-$s)Ow$=^A2#l9{9saejx@%QlE!@Yq>B#~<~@htzIzRJ zo_`I!^HYV(c6qZH8v_V2PNG>S$9LVJt`#I3ZN7C@4YW7fA_B!rUI?sJ&r#E(RozUF zU$!2cF@@qxWC_sVXH6Qtk?jw<(`lmA+H2B?Qtl`f7bBk8y3z;lHcZp@g5Hts8Z zkH*YBsp7SmyBluQ^p}`D*{8Pd>!W-FJE=<-U)_V6To(w)#2(T}i4e&(N%0w&(l9T|etP4$&KCQ;0D%5Q{f{Hh&8bidD#08aVQpX`^D&z{P`Yi8g2=V8YL_5=y zF*#{r_=2+4rv`IlahXc;g4y%%c7*Re_;R*Af|7P6+}A4!N4TY80OC_z>%)L7}!^$t~n7eIIxJ6*sFS63#Xn7vU7BAlQEFhN~ zB$x7+9b`B5rc+Xcq9`($NjQ>*Ppy2uTLqbCqS`2rm=tfXc?hDNvaJ9C$Um+_&Xteg zF5A!OIGUsc#D;ET2(6m12oq`>b(M&E9;g?ut@+1rRXU~s`BgQo4sI9`?-$|GKf1R?Vlg z2hYp*YNSpkARf8F8`^*Zojo+_=k_c4D z6+eP?0J3w2V%P%wJ%(bSZiZsmP}rgPVU2JOdWYSU!7QT)i51dHT1Uy|Lbf=2OWEu& z8wibdW)&jtP;xo;WpE@;PS{y$7QQw+vkI!xaYP#XvWRqX;TEyOAPVe&jl8xMR64z< zaFjzWrcSgrUfT+Kf+{9joVgvb0FvL?;cG=>wbyvF zSv4oYNOi`TT~6#ohG3TuhpI#57So^IsfQ(M8e`sDhe~O&8ukbl3r540Rf>f0)rp z4NfevI9Ael{X@wcr+_Vla`x_FwjJ2akx4Ml;`zFgOajTo-mBBPG=Kk2T9-(tT9?#7 zN$b8}GiFc^0wz^5fE#O5R1=dS<0%#|+;hayLAAo6d?(~-28%E5sFju^PJ_a+>_ED> za8KD8OY(#2_H<Q@HQ~a?m9uq(vx}X*3Pb#1SO>Nh;(s5 zmXyrft~~4O1Vt4tkjhbBP*xHYQ_bBv^71A#*%2lfQS42r(99!57e+%2DKd}9AKf38 zGhJJGQ_94p2OS4Cz{oA_I23Pu>zI=*h7gAT34nQ*U#8g^L-4)H5LvP_$pM7lwEt)* zx-Om#t#LJ}hg;b>K)#&`jBW2Y@6);gY zYXAHeGqak%ZW!n`47M_Q=fGQWcG|2o3@it4xM6*IL$-G)ZX?Xu2If2fNRndr6$@?$ zX(%TX8!KrO&#oXP@>6=nkM9d%u&&!>MmpGQLe0--!`6W`0(8 zk|69K+(33$>Vu6C$n8iuYpF_ewEV8iaLPg;(x+!*?aE!n701_f@tHN~Uj}=SsXM z@t9j_;}+r-L>LF0$O2%ii4riX^a<|z^id3aLk?l@K(T|bO#(&*2kGI64H+yHm5bOE z?>>lN05iexJ{!hgw@;@tAEQI(TdlaEbESPcsG~ff^QOAHIbVAqOx1t-XTB%*e*;!ql{~U2+le=p7#)I?Mwf#G6!hK5&?AdlbO``})D) z=w^OQvki36optN>!oB5;uyRv8OSZ>|rP(9@+_&n_F5`f)-6Cvu<2+}Gxdt9Y=6BtG zYROntsbvR|Ic|1X@4F@)WWhF1Ty3At>8uc{!x95;cG;cZc(-URb)CbW1+8M9Me%wR zCdBgPf57Of*&*`m@H?J5kuSMJ3?la&jG!+qC0=)mesnU03gWBgljUq>@kT75d>jji zH~JyF?SFuHYg~&gUK|s!%i5Bz#UM_mSo~;>{|oM%>ER655S|zAE)eXa_7+U5Opi+1 zIu?EOH)4Q*wR=qdA4!H}J8GU1IC(_w9{4H39=vWuuB-$cuX-im-l$gsb5@+a?iBd} z4&^%S=*xzB;*G<+{?eDNvyV+FOU z!R;7e>lYXluL(l%P1cB-1YDXII2?$Bxj3aX&ylcX0){!pG_5i!-l4fIz7GF$hGVmW1B0Z-&q$K@ z`62N#x2k8)6SYYvHIWI1fx_K`;8Zee+2)FC85IQ|snpvGuyku0s56{2`7bv2;qwPZR)<(dvLl~@)JZHs0dP_IMbssoydW>6h z?Q!r`R~#aa8#x2<;ym(ay4hCr2(qooP7~SUb@D9R`LbkoS|m#V6SBoi42itUP0OF= z^f*0HVOFiW{Ap^BIJ-T=+%x170wKB(lEbrYAK@cRanxbX1_nnpu&^J& z-o%9(RDvLJqOH1tG4u&L=oc4p1SH~mho53D&Djr+M^BI+?c`xp=&Ji+Char#upi!H zUZRCYd_Z!J{f(rgW4Kq6Ilij>9jF#BA`?kDKtywv8Ttl$JRGkt>zq}W8Bg2In{$Lp zxcQm$oBEj}`Ac%L%vMm*fo*#9;fm8nv!(ci8Myg4(bP>NoY2;&uJ?WTlw&uKXyN>I z`xZ&m*eM3nod5EinWy=Q8UEfT`=*#swY?V`1+EfR?5 zLcBO10{+>3<_CGs(etqI4!I_WsL+z5c2zy^=o`!K;`;;ihVi)}-Zdr9>Fku5JUuINajq!yS1MZCF7o->Z(H{03@@^qP2h|%cx ze!dm*oKAa@0+}-(6S45eGgr9K*FmU01ac2(RN3%l9%tc0UBv9a2hje9!_LHFIOc zMjfxZ!VzH5kFj1Ltauh+63Ry5QV4*K!2kWC>V(yEi4n7O{Vx`G<9x#&6E=UXfS<>F z6BaRIo^SHl!krUAm%)JRf^i&XQj2$0uM7!UdBlJ((V)=h3nD)1PXF$Rl}8D&KDUVH zwS<0&xswT?=y6lmr4v3}SJ{E{K(r!~d>WCH*|b%197V7iR16+w9 zLdtr8>kt@))o8^0&>z?0d>%#&=*J_KjTk($;+&JJAv?xjP=QgqRbMsyA{$vITfFSJ zpjaqx*ylJ5`BgdnMvzup~^1H+G1> z6hqa5cT%5`*4dgmE96;QN|Eovd)TkHAU>$N019UIj1Y^ ziYswb$ZL>o3no*vh(MY=FjttMXC_O@^-CoF- zO^91{F<|O88}0&!^3qheIW{h?5u!+i(+E|O>Qy~<#DXfq>$1>u3)kzon}~U<66d7!s@ur+VgA8^@6^6d*U#vem#ynOx@!Ff~rXBvQ$PnGxD*jXT{G$>>qI`$kQRZ=@4;?y`GF1 zAth)k*FPR0@nV9DM^T^#_i`S0r`cX__N2#S4)$vHb3MFn+I7%In?&rSUEnDfT6&(i zI)HiR%2T6oGO$ou`CFj;jxMRZmUKJdt;v+Za9z^3%VuXTeJydQlwTF#o36e^gv9ZkRvq#}liQ%yqNFi5SqpBWY5+!p+Or&}o&V7SWR~ zVv<_SBl^)-(2kfbsxjD}jA(YEec3L_Ac|e(OOr zth7Uramk!9Lpa|e`o0P%(o1kOZk8s9wepZfq-(K8^ppA;A}D0BIQ~G)_9iM*45l=C zGX7VVYw`g9McXB#qgqvmkWYCv)7?6ckL!VC@iyIY^nh4bFa)$q-}idsDK7ULpUift z9^15ZJz%5jhCZX~0p%pD$c)J%A_TH|AX{AcBeBc)dB)F4=e=59gpDvZ+bC>DBN!8c z#61rSe5;x_m&)Jek8c=Qs|JaxIkYLr^YWmJx}CW8k+0Z^)k@=Z0LvAUCRcz0eH}RjF@)Gz1w(ih=J`1scYtyd!Dj$%Dm;6(!mAZ z8OnJ<^o@~MW7RIhScyf_qDxE49MI}Z9ssT4*Yz*MyK&ST-bO<^a>ZHE*zRvIem}Zh zn5r*LPmlLTxZKm-gJmEzX22aj)tMHqET*DMj;Ol{3vBO&H;C=FW2<+%&`5YYfhO2- zxD8i@ECx%ysf5Nv=_o4^E#6LG8J76{9Bwe}4jw@lU?Z^bZ8q|;gF%Ea@s&{V!d>@I z@Oee~pxzVxZd%)ETAnJ{I6B2owv{57V9XJQ&Owikzm2BsuwH>zLZ^7;mL&|9?ZDayw?^w}3Rdv@3CPuc9k|xrmHC1>1+0wXGHY2|MhVI-8|_MP7l;-+QLpxm#@7{=oPs`J~9ZJ|MlhKyC^>j@R-lr8K|Aq{!H zQR3=M(s;RSG#KJu4SXFb)De~jTZ{LMRa|Z{pq@5!@7IeoPc*2IeCF*c9)cuB zYG|)J$-tur1B=dO@AYxM(k7oa)+K;h@(*zb#bdOeWhUNaAr!c_&J~1gbPgAkdZ;3 z^vRn<`j@ZImT1-+RftMfaAOX!h^!eKQ(gq$>&P9Zn|Z|W>>LEf*u@3%nA$bNGI8Ph?h}cYU21#!GHUoJfHW3ZFGt(0U8w_CT(&)~(AndqVja!UZ zf+5Znh!q#ZA<@dtlNlgnOj8%?Jejger94Dm*XBxOF`$c^+GvEtO_gwAAXJ=_u%Kxo zYTmPuANR3$CkN}aH$dQ_#`tRVdd2*SBzt#-WNd}K`R7`8==k>()03m_EbGH#tsrH& z{+;Q8#+4>ULIU-N z>rX}#QtcAXp&!-PY*qDUqiVsI!d__efo-KNVH={Yu4d#ce0aAF1c>N717=_cy~q81 z8-M&&dtA(4Nfc)`sHOTBcSH|+67)ViE2blU-^9TA^FW>mXct7(aM85LAH z0G`JlN=)wdhL8J`5nn{H8>(5v8e!1HzXd_X6m!N21kX9HqwxXR`W|0)JG_;d+8STC zV2k_1V_Ff%nyMiGKW!`KCv4~5E?r7;jDi6ZwerNvpZ;h@Ph-3z{aU(8RuZPK%&~`2 z=C~+Oma7`}7-a9m)zus9{xBLPNcE|K*ccx7#Hz5-p&Rgl>%@X`oPg#95a(Oa}wdakO;7 z@ys!T6noU=L%TI@AkkaVLKZKbZ?bIb7R)bd2}}P*-&Gp||DPehd_3!SaYGP-fG`M|b>|Eh za%qf;FMu*|C@!x*xV1(h-$Y=fem_i}39{)C(pbqs1ydXO4+dnTC=-g+LS%R;o8q-? zVVp5y*_WxWCJ|s7MsKWN)Cv_*Ek50_ym07n|9fOl`Ye!y6p8Uy$+HfrP;62p-v|-m z90%*^8Ju(OS#m{2W9KIOFm9UQs1-H{E#dxye;O=dL6~JS;2&IA#AR%@Au0s3-J9oDNh(6l;pAf#@MR|7Qt- z&UD;;G9(WON{Hw>km&u!Iv@#2#iVpmu_~flT-vVW2V@^4WN6JL5uL(4HiYV+;IL7m z%c(0z6+SXg6&}(GUchvbG2s&|{-_i+F5POg-ekeaYD1$%M?MYqgkbUZgDL4oK9DI= zfZ~&vSaV+?A6rOqqr%>_-!q{IxIUr|H7Bf8{W85Hktl7Chci*e(;hK2$JNbqw@xq}=# z-;-?eQaak8i)zMfoYNKAu}GU^wPyGVaLVIzqlJxO$3r$1d=2-N7C-<$ogQf7@d={C zG%*nFMo7xyU21wbqBJoaQPi}oUOGYVSjh?GlvpdKMhB9mDyWpSCf!oHp=9C0Rr2P8TDHLWj-?jTXiIVK#xqTp zQkW+|qDjIb8CPQ6Z6?XPMAij5IxdP{S^KduY7>(Ze2!iy@OXYrlL$NuNa>^a%Z}WH zLyw^Dv}qNE2pg@-n5e*!yKm@uEHo}TSiB|I-&C>%#1CR>QSvNF&uK!VJ{s5Yn4rK5 zX|qJtsXwH5gPZx?09S`C%-X4$QCq_+)@EK5WlOr^W~yP4t+eAdJZx)p&WMh9Qu# z?r|*zG8?Fj5jFa6s}PxJD7keK20&ovH4&jIsN?PZOu7OSbW#<2 zpe$L_tJ7V-T&F&?6~`J@16}n6NTm^QaR}!qGKc(WyM>dkgn-D}P$^!nm-U{Kp;p^9bPsBnLeHrW9?o+V4{A8r_)l7ekVNYyV^8 zq|L`B3cToV<>hxPm<2aBxd#>k2w9#HUZ{8cgU#b;36XhJ52$&{%~EDSTzd?960e7GrCHWkZ`!4id^&!GM?6%Z0sYf-d9$sQQW5|Wx#FdDrhSuWgZZ^Ga~*LhDTAaj z+n_{Nkl1lpVo_YKV-BcS49&wq?ED!eNWJ&zoKHJ@?khf@jH5@17rHUDGlzJBE2rEc z;ZR)k2(t(NDX@Mpha3(_l|y>XyV$1wb5x6;+*10$@h|gmR17~mFig+(8-3MH2MB_1m_`Mq~jL=OMsi$VWaN3L9gEeye%C?Wq4n2JxJi8fmzZ((Btb8 zU8AiIXb##`v_VM*{FrOE%6tHZl!9Z7>2U!6NE~^vSQ;}%4KbCcP>i8mxK-i;B=4Dz zahD+<$zJ$i)zF z{@&0BfZPHY;*JrO1!X45;h!2rjY-Fbv>*!f^FTj_`2J=Cg7PRD>|W3+8cujuT-S!3aSQ1;+UKKc_qZ;}XO|`zg&&*T0M?n)7JmJ)0K- z@6sxEZ7&Un9r*0KX^DbQTiAqbQn`dc6))C zh>6Ji^%%8TQZ{YG#P}mRsE*8ZidVtT6Tc@9!4}&TyWqdLh5=MYqZl4vO znB`P(Ip&pXDTY&r7UVe#Xlpq+I`J3|tL7cl>LJsJjmiteRu?f9Y3vbcJST}pvm}&; z@0M5G${4x?%VKBH{Q;>!;uS%-6ZMsPMBxu&x1sFr zT6P#D=LwOl&J}HMOdfY_7ZSedXYUEg&~g&;oaMK*kcmdzr?Tdn{)Do|6|5Bt?KHbO zLZSMJwJY1KU@YfAGg@4yIg^CN6RoUker*pdA?q*a0DIEwKRSXl9HG+VPf%NOC=x|E z0gJXVf86y*4O+(sA>3mm9S1hgiZAL~;J&HChGt>+3wckD{V+y__>zKav-?#kN0j`4 zdTrA%u;XgnJ>Wu76>M9NE2ZHXzOto66IN=bti(!aM64`Pi1c-c^gmAMBr9KR>$O#^ zmzv{Ws+T;Wc-~z6lP7N`&qZ)XNmGg3S9N3?CoFfQr{WumYabn9E7j@I$ss&1RqR@K zpwjTnUfEWnffeaGwIM6|ueGjIt5Hedjyf?J10OiBy+ve%wTkCZ)qT@yPDqQoPcxcwkU`rmEvQM+Inu}9PNxP)NB7(8x z;1RND9(9viw5xQJ+OWQx)PN1`d52WwLI03r-dKhAkUdWZeYs9bbEXy-ad9EfuotVP zUi{)~t&t+fx64qXZ4P8|fnFe21$BOzA(vQ_dh(2YU;&j-yQXF#(wkUcnhhx;D|ePkp(%z z{}^H}uZSxEd?k^o?(ulH_Z0sNYlySk_ED%&!mU#J&h=6x;8?9T$6TeaBR0|;qD#Ca z+$tpy9j{pP{(MbeWKin@ik?x`oXjZWU)3}Ti8m-@cievpdtnScD_b+yYNK-gQ{%>H zPIH(~&U}z;qkJ%EM7nT;5^Mpp!CY7x|R}bw#g%R5vY(pDwkhf5=#?6heVn1fFqSe1!q}8J#H@LRF`^%0)+Q?PNIR``b z;F^|xQrl9(hejHFXyd@#;Ne7lBzLZq-juI${pVa_AtpDuxR$xir)0K$f&Ry;tb`Dc60t{%~W)x zu^o&^7nj`9o|)&s_u)Kz`-A?NF7GgdsyTDC37aQdT=2O3Ghq5)9wywN(;Xxg?V968 zO^_Vb;=D)X9sy9*YC)Hcp!Qs8$%FL@4@x4lrB@5(Qd;mlmx8X{U?Ayo2a8#NpaFcA zclxO@L~MB;odUc17_!hscZs3N(y%)j#*41C(rhnGd^eF}%w7;9^ zwvEl%IBhyhSn!^MN+zPe-ZjnH76@*pFzy>oxKVpQMgHHe{KG%~1N~oY?6%DIiiffo zyQZ5Qx404Sn?^ivcuX@s)@G>f8_uF&U(2Nz=ZvirvCm+alL3G3y-l<{WF< zDey7DXT?`HBiK6vQY6f<^+_e{iZO%WjX1#ePc!6Y?2k`Oj7!{bj;xL$Szg`5_vDXN^^t%X&uhZd2|(HMk$j-VWrcgqkqApfV&}??4fb0-6)&pJk&~5$4a^-+sYcF>kitL+F0|)@$ssO&<9cKOP$)rE)WyesD zPlhO>{`N$H@7BryF}W9@AZK8@R2dtu;DZW`-T%>I^{0`#D3%k56+zKs6NyfrdCi z;Gy2dc?vNg90c4#NiC;V++DgA5X~PeM8l3x+(4rDU{OhJTt0|?h3@~$369oL$pv@| zhL7NE3W%*#M$1ZtxJMUbF?a5B&m9|kv~z5dG>{1F73H zx%I{oi;o?%&&KHqqjlQunancdSVTv7#Fyk*6hHN-!+9R@bNP3G{oRt3-C=Vq`1T}I z^U===_2>_;tGV;aU4NRL3ba1*oPzrM<%KhAHefo2=zr@%(tHZtK!FGE_d4 z@G5-#W{p*uuXCBTuLrbF`OP5G0}ZW@rOp~Y5QZ-#mxFtnz}hW}EAR!Xoqw@Go=hy_p} zfrPHXaDxUZ2#;X1VDY6x^}1(hV|+Cyi5ot$?T(lM7jIB>gIHmZeSCibXlR*pXX@xQ zEekC|_$x9fjnLb=GtG35n-pwIgujT3T9@!g$8D(vgGL}!Zn`H1YZs*EJZeKpIv_@c z9nRV9NEW=wagKc_#A$EF^%fpJob>+Vq>t$EE{*XdBGcA+ZX~Cqu`>|DJb93Fv8^oK zb7n{rs3e;)0;TX(vph{tE+-oy=d=m3O=9xk@4|FWHe?u%CNKlZ9D2fmbb91d5d;|S zLx)uj$=L&^OBqSD0bq_~4KYWy4?RbnOyG#}e#Ei(Y-drBXsGk6hlVB^-DwY`&n2t* zQhtGwN_X@Dgq#`g?Z}d{?Uxj{1ZA7L+JBzR8@?)`iz}RQHO_=G84nOXM>n}$#MGLs zOIb^Ndjj*wV;=Ed{0d*BFdqj5p01*T9^*zgKastj0AI>ME5I>G+}!8Puv$v22z zj5iN0*Tk5jpi{CjunS+8SOJr63t|emi%=ZuHK1B<3u2N2%F&Hcz3R7u=8l$smfnPa zd{-1Z2Hh^ZRHR;RDBIYf3t1$xNhbti>HT}VzHPxoyPP<&1A#adXKxzL5ayrSqXtvm zyng#4S3 zfo_>w2(^O?mvO%au98Tue`&d8ZoxwOP5JOOGsT(v$`vJ)NW0x>-)A$F8ANB1_LfK_ zN5|N#umkV==iE`knDw|Y=Gd4rF5cOhhYL;AU?`P??R2N7xI-J)-{2;knz&=jz*eX( z8`F#>#V7aFTOC~oZj$sX=Y&nUkDdG=}P{+2ta zh%b}NBXY%s{ga#b*0y67z+hU94yHjfK3cWaAVkB02%*(fdH-wqE9qhaT(dSV+{HvI zUJqYkzGf}F9CtCZmU|maA2*-aN&A=?D5f~mJC>?Q3m8XwGIq!JJHJ8;%@Gw!7jv%6@M)+kOf)(t5N|OP( zkN$$pblTAKf=V`dzan?CWinvstC%Vq{vi8pcH{b2*S|D_xB1{r(oaMwzmb2He~GKHHrLnhd9q-M6By)o?6_!`-!e_r6`0ej} zBt)Sdg=leki?Yir*a20%61t#sYELh`{yXUrq2i2-2dlyS%c$r1qFIEG{BaZHeCTbn zqY{QS!dcPJ$Fbr!bVludN1#j_!uM{IIoQ(U`G001c*Zs8|fS_hDB-T|bqZ*Oey zDz`ve4#)qmw1wETZOfglxGm}cVeR9tA<^mBW!It`rPfT^Y`Is#xN(g(E=a&dVczU2?dq`#;|M!^uXKy5ZAr`M zSI~HtVNU#L10(Es|IXa7n-ONk7n1RK$3xt?qY&5XA)=M)yXT=4sq&h`J*InF`tC!c zBBfnNzqs-stS7g^38VOQ6lrM9|4LzVL>l?S-n@-h$CmkDm3SRtI_gRHv>`Se0d>E6 zwm_&Jz!V|7U9K|^bf%GKOAlZrJ|?S6Ajsk>gdoO*C9pk=hBne=s8kkKB(BkRy{2cN z;}P~noE~#ln(ME0qZ3M?5FfTP?fTyqRXc!0^>!SjxE5H<1nU7qqFJ6mqQgs|5WoGb zc<>-;YR&j+ZfZIjZC{hae>lXtq*`$gXXw*J`6c?A9Q#DpnLv&#^>rOf^tB#I&~Zq% z(7v2(bvm1@v@XVooOh=8Oz*Wki4c!U^0^2Thn3ATW+F-c#H9F094>R=ka0%yon16) zZ$CL2;gp)Ioa;=dc&0a3b4wNuL((m9h%J9t$qIPlJ@b>JQ@I3;cXmm@ZDErf)MOqD zHJrNt4)l4?&ig~q2Y(GhiR^H5G6D zuB8pe>S<-hLs(Wg@Ce&#ifchkBU`%RyrAJSWm+(um{xJ_uA_cSo`AP*wTQPKdw(<; zo!I5NRPhotLuHXWVoerfybRIG$escXUkH-&Pfd|tSEt3l@0~rrY zUW$Bxyt~E*fGyvv*D@^-Pk=Se-qN#xA0KyXz_vVcWr@dNiF5$^ngFGT7NmwZEge3j z#`PJXUrw=arpPd|#k(01;2V~VWLt(eEfWDtxiOv-wwuBUDG`i+g0nIhdz2sJU#f-! zdFvuz0^9LUGW02$d- zs+M_sRlpn(E+8H>DC@#mlWBwnAC1Y-!yVQM3}M49Kxy!cX=34{8M76_Pw8dA{kxdr2;aHC2J zQ_8R7TjkWafq}#aswyrdJ87pJEqg1A8x^wf5S)4IAmlWUuqphllSteGFA@K_Gr`^G z+5*Vs_p(k}V33QdWUaD8D%mE{`@v$SU~d&MC`+kzC90W@50u67toZnLGe9Q=n!=jD z=9?ue&7gnW7t=znL4P#Dy;fc8NNKzcxJrJ~u@QN8pg8iy<$E=ZfmBllJkm}F2NL4d z@F88@AvL)e^{3bjnn=ssrFd2xP)da z$(HqSN;s@0ceG(#-%ixF{|N%s7=tHPgLF8w7+Z$IJXt3zi*bm`im#^V@DR8(bK4WB z#`O@_QKF1{IpM5jrm81jgO7>l95j0?!Ra__46Q9*xKfTNppYcUJs-S6yaw-zlT6xwYM6(1qN#k~nD-KbqUb2ou^@ zTG>4p+}k>^orzH=9f}@KLRT&Qzn*y7Z{Ve^0uzbY3lo%Y@al&Ev1O8B6bh0JMuK*z z&!rqF@mXg=X-PUduQ9I9*qe7IOt2||;`g})m zu17e(E#Y**1zo^OGn5MgK?H6P$4-;wW++jlz`36z=Wu>#NbWJm15(!zk)K%|#!)dv zTc%ZdLNY}egPWsgn17h0y7fRs-_9YOi^Pr%Zbsaa2P+?cq4()nLoA4vTMu6&IFQYm zY#zuKZ`}zz*O=#@JWmKleH;W1^+Y(dgRBKQ7fIQ`h?G(_nUe{sj^GM0xbWcj#}*q0 z@+wP?we)d#;HV!$EK#zKSaJd~SW>+iu*^NnTv&!WWM6J9hc&1PZ7^#8xyW#TI{avs zL6qngga=?Z4Qwr#mhO(YaUk!at{|V!awbnTXN7$6AsRvjS2g~Nm;UzG|6W27)P};Q z)d(HYqZ-uH>Egzy0<9Y=iZ0fBnBmRo)a;sckl`!4Zo69;y^#k;6@L2Lp^( z6qP~$!FZtvI;!IchWJBR+WGWTRczNslSiN8O6TdPQq5KOgK?uxi*Uw5ndZtA zUJ~k6$5i_o2ldhN7I?X@-Nz1bsk2cnS}z)KVRkAPLye^=Dh3))To;o~3lg+kBjR>@ zo-VYHGq~W1wh~XV9C_x(Jd3Z;Z2u)n0?T!}{3SPa4qmickHj5L5p{#d;TWfD(38}~ z~U15im zQxxw&-T5J|#z<4^T85bt&W6n%YxQ2s{ zTPkXl$86Y2V>VRa8y&SyuauEcKz%@K4E1KE^fcgPhw$>!^W=&bGyuZ`Ni9LsHrPWj zB&MU2$-dnvwX_5cF%c9|%#~ts<_^){7W!zuR%J4u;UutB$>8Bcj#t<^mA%)p&VZpV zpp*sj6)|FwG=_~))N}8Atq8W|XF_0lO}&4HaOViVSNLDCGngRh6;(K_p)}ny&={HoZd+b)-T`do{cP*yb;8Xib3;cjhmn%aC z*f8-173Z>AE?0({0~L`hUcMW1s1wmKaw3jTj`^s&=?Vi%^Cdt*Z}f#b*)=RKhBloKFTYTN1PaQ64owvKkHZMPlIRNGcAV|;G7 zjY4a=jja$Mv#3;NZ|u;iW#L{@WR(Lhf}5t^FF)WSfJC%-C4!~OOLJOH>*$&=hrXn^ zTIRGGf->GBG@`W5MR1(L(oK)~T=0L*u5LiLEd1lC2xw&$PBd|Vz`ulYM#`$VdaEreH0d{WO;RDjG(~M#1kk&K zQ}M=yy44Re>p}rZyfSeY1?C~jYDFU&+RTh4jWOSNt!6@ zW$61V`nXaYv4!6<{_2_7j*433IhkJi$n{baCbUO`L!MRVknX#y(GzAOwOuZq5|Ty` z`8wSI+yBly?o}g-;kKD)vHX`CQ4HPAk{ShYm7CE9Rn>^9Xp-;ec!I?(T5d#Dw8(R^ zBdVf7{>>N@+M|blk`d+qWG|4D;`~*!<)I%>IvQdAnVjUZi)Fl!e!?yDuQ#AW^E6E9 zzmN&z|6~F#c1y*^XGdO*!|{zZ%3AF$UC^F>Z5usLu|u7N9na$PiiY}cs&S&Vnx5g= zSGAV)(fpolc|C+@Q`^dzSKN))Dq0u68`))Ol^*x@>^K#cqm9*qh-X^MF3|f zqSw|@?Kp@`JsZvm4QybS1UAKon{Cjb8P2Kbn4l;$Y@GQsu&o2k(G=h@;dr{ee!rR{ zz-g?|cLNd%PC4fQX*xJLqEpP%3_* ze4~i>2|2_xHR-62m>LBLXs3tHz-1@)0A0(}Bzz_!bHsSzA!5b(^_c!QciC5{6%Cj@ z1*s{w4Ve-6oBxR%dAiJz&eLT3AAfAdV9Nt+0TJj^stSz|Jmh~m`WS)vK6DG8+@-8G zU;si+aC7ev1{9npp=p*Ip~lsYa^V1SA%+N~P~8f|+zrx}S#BPwqnQg$6n5BGcch5A^% zQrZlZM*9>Jm{V`9rB^D3P4(7%Fu4dnKX-kik$HH`Jo^ls@y2vrWBz^n7Y$s=_o?G_Ss;9paOWz)ghDVhmRAC33HypKOc!-OIfvO*ce(0|yU=7IgzD60gmlC= zF5|&_P8{jA8l`CX+4R5(jMbW8evJx^Ur!=1096wme*m`5SNvMR5Wuy)|YT7E|5yLT!Hi+mNXowuOZgy z&SofMNb4C+$8uDxi@^=M_F0wJy;#XDU#-JW~h`>*z({{4KHaj zSA52WW}YF85W}#@q%?E%N{R{ns+EdsSaIqPBH)~1Ipyr15tO{`z?PMYYgniSgKQrJ z;ys^yEPRT~>-Gup zk!T&579ZYegAGko7jzBF&f%cfLlzi@nLjs2>5_+ix|Yebt)&aPhLN_-bMwdPD0@=5 z74P2hzgM9_Yg89wQqiH{4(iA9cFG<4mFEU_OI@rK1tv<#GFf*NS;-c!uVvf9Pm8T= zFb-NIG#^IE;5g!A%6&S>TyGjoE%RY4CZ(8riqNx;iyI7)CFGFA3kQd=(td4e2^laE z(cBY7-Pf>!WiAj!ko26Eg9H&yMvq0+bNN?UE7J@rHZR*L&Qg1F@{g^ zQE10jis(-&CTJ9hXVEMz{+Vk=T&kkIUiOZR37^p8uKcN$En8etp z^{FanmC#!Hf|Q`lUHJnW2}8BGv?1K?+UK5$3U}j54qOKRf{dp(p0g>J{UQ$LONH{#aoJq z__A?9d~XV02t+rd4&<)MzOZsj2gJY#3x2OCNj?)6S%nq%cf>Q zJM|`5Hh6HcoONTbA9g6A8W!b5hqvwAmRHLexFv!}dr5he=bB$+vq+T~(JeFAJk>m= zT3p(4OL`WmBhmnR2aXdCWG&?#cr6eaia-x-(o)Nlx<*hjaWdPkQtG+otxvSs-`h!gwiR_Y;0|Ns^F(bW|Lxz_M(aSN2)&o zC5P#AwRio|b!hNMxOnNnUJc%Fw=;_Af}$Eh(XA7D@DCeiT*>NJ{2bSuL)kN5Eb``> zikM^y^&1Bj&DP|n_;n!YbRUoU2Xt3FpPj?mJlXwW|6qEcWj1F*UE4=2=<0YrDrZ;} zZ>=$Zy03+f$C)1i+Svni6({BZ3B`k^9-)E=hka}Y=#K+b_AD#bw)TK!5g`X@_RBjy z*d91O#rq6@4idCMUAc*9I`-ZTZVB3G)mF>mvfxx}`dDTt%~P%%ymMT+ zs19*8PoWxawugwOs<~d~OeGp7aH0>g$K3&r{+jl*G}p^ir9F;xuB3}|w-aVSrZ#$+ zMv9DdB)mx7f%PM`w9(7-D>0IWRwl)p3EBuim=9&T9em&G;>ygyqu$=6n_YD$NQCag zht{TQIjzfl1ivuD8B=BkCo^2dz6I~zOQ4AJUx08?C0$|4)G^(MxN;NQ+g{bkXt~0a z=?dyV+>eb5nI6s260= z8LWLAz=GSFud5()F5JPvmI*xNk4J+O$-cpR-DAqWpvn*Xv+THkBKUH~2YXSkH`poP^}$zSP_x55AKdKqq}gj5 zw-BM#W^de$n+-v0#HZY4ScK$u5#JC5o85&cl+I8gb~9L7MtsVgWw4ax=-IQ^y+W!e z;d_71l_&(dLTI#TEi&9Z3`xkNyHfn%gEr;h!vP|vWO883im`^U85MHC5WI>ry=R$+X($CnelXGO(eW4Uq@%2Gt5w~;%JmHieP4Zi|68nHLm zXdJ3uW5syCc2?WyZwM>(o!%7mYxU?c z_H?5v^)`msrpm^ec81XC2R$TP9AnAA1m36RZ!|%gUvkS(%Z+MaAybSu@U%xw`OwPe z_!J-djcWQ@300Ba6VpeleTL#)qO%Ldb#McFd) z73f7ML6jF-CR$uzX!kcanbE!Noek3bn*0;K?@(HU6vr_=+%owm5E38}wc@2)AbpSP z?hxy8-yz1zbA`fd8XAFCl{6v)X34%&`njR+E2zA4XC8Y1)?%TdiFDltiZ&W(EsKQ) zA|fZHRQz~LNP?ZZ9mAXcb`N>vZYI{6?xTsp(bDZ0sCyi2?aOm5f8@%>gGKSaE4Nh# z0?75CLZIELd6}~?rK0(uk9|$4qDISu3W1ZfLjEqHr#j|2v%_x2u`52lkD2GIOS$Uz zbRiB__7ogirw6_RPne2gO7x{1hv|ow2fhO}Z9zh^ICnpJ0wij@B9$`)Cp*XoqV9n2e@VU*3&;$FR-pTGY~bHJk;wuot}}>|t`z-Qh00p|{9sL8RQX zFMhpUMlK0TF7%i(sFK@@c zM0|nsUu1(}$a$QU>4Rb;v~9x?0p7hiFVeL8I4wfb@?eo+Ws#%m4Dq9F82IsSOgu@% z4YjviJ1THVAMkr<)i?86Mf%NmnRcvEe#qNCCQY6u`+whVvoxoHV6DEfFs6*+Bi6L! zAjSBXuC)fQ4zWtSdN4rGi5VDjLlAO&AG=UFQKh`}M@XK=V|EOgiL`uoN}qwK3!qc8 zl^3q&Q(nc-q!XGj)eTbl`tSsWfV+by-BVh8kqJJbhIKQ}x6Teq<(6C46g0wG#b<=GMg zhRB6PTh!%PzjNm<3Qo`pOc8nj(5;ULFdoR;H{A8WkLONDmHOj- z%_%JzWGxT;SPXnxWxTI>tW2}G$lJiXTkA0=NJBR_4o}ZZDjumVH#Y`Fpj5nQB%oP- zjw7-mQCc+P!k(u4TPC#`ra~+iVknjr(?(;p*obF6+#j59b}_m55VoQa-DpUs6AY5g zc1wmuBDB#5LYqTwO1pUb?i|j*nTjZ``4sodQX-0pmFr1qKCBZ_5;~P`%C789Mo2lr zg{R}5t@hgT*oF~R!b5s57Z$ku6c-8o6>t?agc)d0X&Tfr zi{3N{WN{?&6pKHT)vYS>XTGiG2Vm;vb->0*mZK8t=o^^Sa>5z;fkV0{oKAV;1m|@F zvt_2ZfvHT$V+K1KOvtJfCR}_COdzqXHc-$4b-cM2;99aCy9wCc%d0qV4)k{ezNO>M zfOque=pEDN&48m{yua-b@Y)m*d>2Zjsad7pbR--9YN9c0WT|DgsKF{3_z77oj*@d< z<_BrMX=kO9%TU_bNUr5Qr3Q`ukrS=r%y%M-7dW=}QWO zINIfuiDIQGfq4it3f`FS(T>aoLSze&m+Pj zq7wD$sWgAG|12V_SC~+>1-hb<;|5sh`Z#PH%c{|z5s?(6a+wJgSnzbQ=n>uGO}W~n ziYGemw-Kpb`nTQ>v8!hoI`qsPVPLB!5{d!c7-?$YBn_dLpp^I=M(}uwB7)0<$KOr) znbAbrmd4>4Ghv9L0^OaF(~~jpjw$=3i%>D#7?e7yN9<^I!0DDQJ~VA=EP<7>lSb(6 zmdcZxfjcLNCnb)0p8j|&LX~>iWP6xsERROHYqY+xu3dJ7HJYKV8y4sn?^HA*{0zYF zr&Li8fcim2Zy`3GpG}FW>{-g5V)4q_j$r{9_tP)+Bnq|!D1VGpVgW?%o{T1zsyYzH z4Sm# ze>u|PXe`qZ$mh!%`M{zb;}RrFl*Ez08Q4<{lrCN5yUL6V{_`p_U`8AWaE$0)D=?BP z$>1ZFc5a>=ZzX^v`mcb{mMb-F(axmo3WK}RZ=2GK`%XKDiQ?ckA1~UGQNz#b@z6LL z_h*MFd2VOHDtKrW_e2#BG1_vBfQPppMu#BGQ!^vmnR=yh?cAq)tL|AuWwLMm^aKL2 zwxX}(qR1ray`8lcQIUS(%j7_+_{ln5VT^x)<4@B*L<-S#h6ILcMbzjyPRS{2rs;J& zFr3$d0)Y*{{5t)*bI?E3YY`-YLWPx-th2+Uv219{MKDIJNSQcbN%=ZJ|LB$l<$5rK zV|dV`LMB?j1TFeq$_p);@~w3=_%OmV6cl7LW!B$AI91mG6uQIJSE+e_u$&%=I3hd+ zlQ!n4D=`jgBC5(9i|eRrFbATpAps(qS=N%edFh~yy{9prU-Jq7CyYes=pQ(q0F>PPT^kaHd)Cxa1GuA!~{zgqYOPxPMX- z(Ev%ul&`B+ZDeIz?bUdIGo>t@MdT?{*OT`O3>xe0dvllr?bVc~>~x$Xhm!#&2xVEM zjc2b?s)CfBdLI!qEgVoxy12|6nhK^s`16z&BUBH&A8r<3V=c{;W`s|DM!xbcj>i+a zGDBc{JEfzUoTa-?m$YACQ{yPVB!^rlUbseAO*_4%^xYByR0KVk!kdXp6s%Ah!_O%x z5em~o<|e2WFQcj`6aSk2gaAHDzv)o@4`kR+PmlLTI2uS5!;VI_mOx_-(UhnF5z4uv zOvTHHa`F1Mu-tYmH{=JvE2}Hk3fG-RxgL5sRtuZUsVk;k)>e?)8wp#dtyqSirOlPJ z936*EPTR)(+?2WqGt!RY{H*rrY;$<5&OItVorn}&|G}HV$5V~0!PYS=K|7yLL{i}j z-Td)X=ONK8UfT)m1Svg6zrUU~x>Meo{btEdru(R$6+hbH|AN=AO1w^nUKMAu7lIl+ z=shL7Z%l`TCP|j;lJ-x;$K7P__~3p>=DLGF@yygNdL5_%_EN~57tvvE0Iw4*Dy z$|xk((J~vcj+fjIc`@_IvmJ_r$ncC1Lg4@0rn!NR+m_g#Xv}PF!9-f;ImL~+xGf$- zW3&MKS1rhPq5&GUJRV1l>4YuV2>OUujQ>(R`hx_~g10D>=D73lA^#WGsKTc;>y58o zOYV|y_Sh309U$~iB8B@BdsJ9DrA^A|r!|cC2csz}FsA&Qr&=9MkfiiuR2J)KyJCQWRspDy4xOjFybb=f93e5qHS6*{3Snfk z!xA$T%T=uR7wJl&8I5kHsY~G7J99V!*Hszmiff;)1%|7HtIZ%64ktb;t7SGjAi}U$ zcto1qBupBqYcc8KilUsyA7C#iShDD@^S_PIn!WP@mEGFYbEIamMX7|r?n7bsq(}AD zbSWbZew9WS1)wllY_8fOOPY|?#SCO~8egC)Q}Dg-gzFlwba7z9#DEM4Ny(OaY8?&rJ5U0k_7Fye3Y`oJCTs?J}hJYaY((Xe2;A+q*4 zT{A$0ix0nLR@vvBY&yoN3o$1&`$S$EoRSzErW?Do`%QAHo(HBI9Nq-s;+kT*QH6<| z8aNpUF0_O61smo}R$k0Hu>?((@7$_-L^A^+IX4#&#m9)v5DIP8Ap zA>%`_k8w5^WrNxA@iR(C&FOUc$&mj^xx6`r2zk*P4A4PSdyKs?zekcNk?1HW+i@tq z+BijC73ynE5W?{_SPw?M>F{rV{qM8v$!PMu6ze2(*u7dpVDt%z=NuD^i0Pu*+P_G|RFZYy+ z!X5N}XS8BtIS_+WxOh=IE*e`C-l!x>xgN#GYYRY%hXP;9_yeseUDBs8iax>}DRCa) zLh8vj01<^#qK)Hsy2ehC^&4d`79Xs+cRYX0@&p0!{=$nsypJ8h-d~WBI1g}R{joa0 z*d8$PJVpFrgxDddgnY?EuFVu}+-F*JOKXfWEt!6)+7b9T__=wzaOYz^N9 zg~UlgLL7!Ah*O}Rh-)WfA9F=AP39tqdsQ~ZFketl_z6Y=I~B6NpJE4g9yP9#MsA)s ziUvQSJI}~tk@u%=W+85IMfS;a0RZp2u1ozOKFwf$Kv_|~ftl)!+foBD&@)#nUApBa z%W1X|_yEc8JrdYam|-XV=@BaF%%1d+9HzgC2I4h;2y@CjweoCCX|P}eOBDBEmYz7P zqns?)n58PIUn8YqIk0H)Mb~14CI^rO*`7w?zg}o*jHwi7Zbvl1>$2l@Nc(-ZIOy2B zoi&XICymfNB|bopDRS;kLK}R4>-f?va0mJI87AlA68v~B!MY3)a zE1A^9s-y*Pe8UbL+IuOb6kVlGygk2x-}ic`d9Lpu)o3~zK)oQ5f!5U??rDwHXQ>x3r&0cPDTfFh`1p*vO%=*`_+cRX1j@MF;9gK41!=E8o zAb9t0fBhe{1^R;%F=|5c3E1vruaDi(gv{zGv@}c?v7e7mov2wys8PeU6-ew8t0RUB z$yu4_o;l7pD098x;MB>SwT0R`TwQ^g!yaAAhx2K_~A5kePGkO-2x+hV* zu;HkIg|}E$^jN@nHc8l6ms~5&#`8UtVl!@;?tiQS1rSM(D>MGES|*%jVDpO5QljEpn)q)vTZO6DWj4O zgCY5!txwzf#RiS1iwQ>QlT25wS`3=|bJ;=$e!<1bB-9y4@x)~AEVkgrREje=-Q;P; zGichwjYdbh{mLu=k>Z^_!Xb0q z0>FEw>JyYW|DNW?4|E4I%rFc_1Eev5QR#>ZM`?G=4fL%8gJOE$)BVsOk2PG#7a#7_ zq4-a@GS|HZ*cUu(_(7?Vowc05Tx=wG8pVq{{@>to*K?u#AMlqG`{dAp0!=nU_#N(Y zv=BFvN(H^>dPyU>#S9%zW`c-%JRXI2x+}u`#D<8ZtGwgeFL6YM^Osh_4{2O=(x4b7 zwe#Ua+OzCR{2j>*lufaCGNc(M6gZ`3a1Ag|nC{3%H12`&O}Wzb*kpuw*DR=@)OKk< z_0J293L@gRQZIqEqXrK|A@RTAivPi9 zGom~UIh^3-#RW12NiwpuNtTi6OS_T!fnZ2B`&>Dm7hk87osqv`w)YKjE z#+GOFb#F*#Ex~A=+^G=P>!^1^V|2oI8N+z#As&$&^lnUBbTniH(Urx4P{k?lj(Z=O z{4?AV4?_jXGw4K0s-4I;cKS&*SY2&qY?sI{y9%WrKwMEbD$?VJS z6D_aj{xqtf*^y(!#SEz&4i68MAxjWo@SGW+lBLEOpoZ0FjXe`SCZ%xLMi`(&obshsd(|v6duHBDDJv9^c_C^ z2(!#Z6fMifs;gkRt0a6hRBx%PWl+4iB`v+_j(FbjM`9ocJ@CnQKEetO$o?PZ-mFQk z<4O}$wNzTTf&0FMsEwqQ2@<5XR8>hJKvEbHAP9gZRku}#A~Pa0LyU|_#*zSJT|M1q z^ENSWtcNk1d6}Qquk$D7JB$1E%!*=5uNm{=iEBc@LVxmyXFDY49p@I7iTgpae zD^Qh57<*_CuzpkdeX7>f!F6YnB3M@F03v}K!Vvq{YQaiuC6 zBv!u&Z~FD=f-uTFT%FMT5vP==4vK=BB?cc2N&d12t}`-3!@LI}5abd7K7XB-|APn0 z0OUW&01Npx>RDxHBm~sG7)ShBChmW(X#Xq&dLRMJq*uEcF&njIkcF z|4F9e4tz>4%r|M%#N0DZd(qZ3#3;)d4N&dIw7=x~kc?2V7B9JS3YeW{$($>Y1>;m2 zG9n$k~95-L2;>Mu%82$sN!{s?UB^!cz`^ZdWRY(lA$$DI9BtXjknG_)nub!^;9C= z1s~Y8vnSFqR0>!k@_+04rbJQjk2WZH_=?Z!W2BmD?Pk0!MGocq^gdSZ`pwV7%5_P8 zu7xV0`hC)14QEG&adsy__;rKT5#IW-kO|5BdH9u!J~4nCVe*3-KZYL|L82m!Ycs^M zN8Or42thAL)_FLeQ1~{&^4mEoD8w(rZ>mBpuV_*{xUl7w(c5$@3i%Li>Cv{%ZHlqH zqH8aEB#15-Avx;NXqV@kx9?riM0t*kIy7zKcnJl$+*pwCM;fIk^2KF0QieEAOAUq+ z%`d$Cd1$<~lyd*ngz7vjCPFwdbTH%(v5 ztVHjv@EMFmH$AvfuI;_E$Mixlt7{osnCB|28a3mPKfjhI1s%U*uyhQlQ!RrTT>yfZ z2kvMwwk|Q7FSiL-RBdK`Vj1h_WG*KD9aQ(5Ae*V~e>Jdsxwh~yZFE`AzyIqu{_Y#} zKezWZ;?6IDza7)Gs@fHGWRLo17ap55lvjEnZT&{0`hz!6kbh_rld1^U;P*M*USvht zTa=q5bt#aSy8cO~VE#=M@P|!eO#x&3%I2(TLQEEf(ASqj!t@J%v*XJq6T*wWB;f?f zpE|{virhxfOIg1V5%o_tBdlEH6o0i(PHg_UJ2J-c^1{L)pkG)-^m;VanX;1y_o2ghHBKRB$) zWWuNWI`Znvh{{mj!g3lZN251*;KmZflu)2wg_JV|Iv#vE>g)T~*<|SVAaGONdFv7qZyL>ZojsZ>pdzB8BD(I(~qQ0w|xMPA9k^GfxY}dOswd zsifHz2n935 zP_j%PYXH7#@RZr}Vj+TS8f~7%2?;va5Mtjw2X{9WAT!mqXtC)t90WeE-42mmaSf3= zlmQ22M3}p#E_QKR7EcOgva4E|GHGAlKeh=nw`g9?Hm2prt}3LI`+jrta_hc>SgSQ8{VgFr0N+=6p=jz9YRXc-0FkFbq0>jc)FHw`S(ubU74UHa<7C)2ZywO z`5c?7kWC<(cFpdA3xSjpZL6-()=zv$@V7lY#J?PVg)4y0&algf?_{%`Z8o7qh$GSk zOqOghq5JqX0sm+|r%c?CZRSo6M%aVHCss#ki_0DZsIy?$CYyTUBNo_bF+T}$HcdvH z&8``Oii);KL~I<5-z*S{pi5Wn^+}x^jWBfE1VUiCUG+XL_HcU!J`dVk?_+v~%6&Wh zg0?u$v89bKvBL;CUBkD!`;-tHi_*rSW2f?sNOZ`Sh+Z{B(cfXYKvulif$*wYV4HLX z8jDlmN5*qxPbh|8ijG+(+9|E(NjF4GvVq}>%&1@=kmXKv<*lL`SoK|@8W-5s3~li> z3()5)w=ioxKtatAHm?@C<>m908@|IKym~7VeeL!am1xwAHE}o0;(ezy99Biz;dz0H zJ78XnGQjJXKGPv43;h^ERhhhN__eSq4_uDJ#{Q&WS=ixK{m7G_VIMf%5fkouyJkq7 z%$IobD2~EQ*G!;5+=QKCOjf``;dN7>+?KIIY2CPzXg2YIza-;HbJTDa& zHnP<9FK#F3YPgl63)@H)+Y5<`Y>4f=*j{Q>WFxhy*#5(wEwcI0(M7RMNOf>NLwAln z;+##Xr*o;UcG)GEn(egotThV>lmv+-?5Tvv5xsevXkaI}(765(Cm7%%KM#5Z^0RJi z!n`8tIj5T4v#EMy>?Y=o9`yT`c*0#i8)6^0F>}~rvWZGV1Yzf3*5CPDHkgoxUJBnc zBXU!Xx4L(c=wYgK=F!l(VY`W0J2FIa`>;AK#i%L*J89UNwb`aC8?c3XY}txY5U_>F zwEQ3JF4J5qrmj4SD1vei~xgijqlpcSae;X=ry^c5bK>ozhoNLg?$)4drV* z=iftA3RmNf0h;-oCc5Llvd^}mW;V%WsDva}550b+fvA59rM@2GS(ddiRQB9bh}FPN z#!gQeMsCbx1Ktpb$8wF4WkJ9j0`pj|3Nc@*@d{(j7Jjgc=9!dj`4Mo6A8c(D@_QpJ znXO0o4`jy+d+qG~ej!*xMGE5jX`?YX9EgEQwHUt6H(}llyQS=O^R|Ys(3o6f=*aMO z)(Od__$gT085k`vrC-L5z~=E)!3>OpR9VtsDdruTF6w#SZxj z##SD0Px01IIxfhvDk4DQReeuFR{xP~w>8F;%@rRa8Dqj;NHTHcJ-t*>Aj6&{%?RT; zH#l5e#>aeGD>UtLGXfhAO}rS|n-K)NA?V^VIP%k$%92s1QPftIrFdaw$*_r3^=_!* zgT>&2$HA~f+6iV;%k<7O;c^lsU*)~gm;4cC~5QfDBp6Lx~w@=ewn#1p4 z*T8~qjYH)byUC{7kQIp2<=Ny1G0ytZ9Y*eXWGMU@c}tg{R;OaMC{^^QHOdjHbl=NmDsHb2PIvFxhMc^Yf$2$e4R9veTgJm+r8@;4mVuqmV$* zd0f8i3wcxcY|;);Fwzx+E~=s;-el)MLY^lf7wtI_vg4eloCu0rONsC_F@V4*Bf=9n z(LWsh^g26Xo zAf~uK%N4h>D15p8=AGNuNQIB#XE$WB9y^f|Lj$9muJ!xpQ*XuTrK}N5dNhrVf|}3h+S+y}1Cx(PDgJ)2(I?^QI)U@K-VG zR~qSG7ZPB9C53I+leslF$?U$W6n>q%6QV8frI0z9I1`{n4RT%kDO|&QMi(*ARSw2p zvJ>7Z>^kR4!1}q6?`K{xxc)4KcW{iJPxgWMt0oN7?2K;;S(p;Mtj<^P>t{Z`diP!| zwAB(8yhjqFLo9X8_&<6_vEjOleHZC8=EV4<&eSnDUnZ6V-xKcSp2 zc;R*@uMwS1;Nw7~tP#@si5n&(0{I{A@VPQ)_mS|5?>89r=m*INOi9%Yg^fD=s`QM? zdBrfI0ji|>Wz_Y{pRvfh*bFu5-MQmLQtCFM_KGVECBa(GFdo54Q*1$-k7w50vYVb9 zkZ8rB;eIBEwto7y6LHu72nuhyFAr!Sfjtl?fhKHmC`LK|Zw<o?uZlq<&rtsm$5_|ySI7aWh#TL)BoHA4~ep**Ma6HZWO6thu0R#^>6s2Poz5~VhE z64pN^Tj|9HBxVIFSKW)C|GrmQJN@|xi2CEEpDm4Dj6t8ghRS$E5}j^gbBo;ue3QOKDxv~%vnxpZD)aHT37rN+XzwKW zaTbgLay>opm5mFt^xsFRfxpGY3~jntLr-B+A8Q~|G+YK0Wp~+d&dhlM(Ni6A{Ww+y z{H{FqBrn*vPG_?(>*BL(sWN5QCcXluYfvFXHgv>vUI!fn$3BJe;AlR>H99zK$60NS z#bifS!U{bJ()8-GyVp#ckoB*iCYlSP^+>mhBlmgB{4ydE=GD9X@E#wU^Za0QuSG@B z%zM)GZC8`cP_bzVA{l1&#}z;p1&}R6%fJmY;;Qy%)SNy0yD3QrzJ9quz3w3t`0WL* z20l79Bz~G}t?~_5FEXRvWrW^s?6j9+sturtQ9f0@FwRKWqL|I#>mS|q4>%DuSv(fV z+3=+@pnc}|va?aL%BU_w_mZ8RNmqqZX%Mjf!0{xLkFCVC0n9+3QNsRfKm94G^%)w` z4ko&kC4U&5W|y+$8)=l%Ky)cf!Q4`o{t20{$UlwD{rkv)JG*b&RyO3x$o8P?XSK4p zu>NOoxwOFinP>7>J68H2Yq9uPO3wIu1cn>VMc7^XgGFF(KJuX-E|4z@C!CCWvt8zb zKUSX?0j;09%fIwKyn9VI0b7CdT?tg6K;WG~;PXNf+tSW(5@E4G6Rj0A8>BT9G{(bJ znUt62+eMJF;C}Fur!lL`FH!W-Oo7%aY=XZ>Ks&kxj!u*{Ur zGAgnl;qQKlb}Ci9h%v_1Zgq^&)H9{AlY+;5z$iKETX4J7ct*mQ0qfX8}ZDsa1&>8iBPIePBqqBDtb|yb#=f96j9Av1$ z>_)+q#go;^voOYTBGzxmHkhUZ?Y=5c4^VJbx^4;OPATM@-I;3mdOhkkP=;GSckQl= zCv*d->-%0)9#wiPN^{V7;YX+5-{1uoia-Cc=E=lNLMR9-Q4f2dT?v+xM~Cx4N-f!$ zoKP*=Unrze%}d%TT&;@(rx#T{ZclBqX8y5D80Me?r99;}JtpWYP45LNdm!x{z zA|hg-Fw?}P&m!oc#8U7c+^pKC>AgFZSfB!rjVs6QO4nt_OitTgwrd+ZknQ|SDBHCO z>b#uwsqBms>12Ic{tB{kb?sxRm*mR>&uQizbm$?n3jp%H8NN~^>0MW1U=>wI)g^6R z9aTqERfip8)nxC?6soQ!l-*(qI#7Ye8ns_y3c;YrSAsKz=5f(wYYI_-nCU{YE4&Q` z5=l^FF|PBiyKV7j)Y1HClLA=hmfcmnF>NeaZa(5V&_g(OoESE^?4|}oOj5;Q^d_EP zdgSC_)cGN?i=L(?;@Lw%HI1*6@d+e$72_rd5veV)Ob(wBQ=PFZ~Ud!9bFh9 z>kV|tIt_~MkC&%zWK{XL#&(juUno=>OXAEEDoMwBY;cX?*SmB}MJIA7*n7TUl(Elu zu_)2#Xnc$_@YstcuQV1ZyX;_#1Q}KD3)PDZ+KMLcRSx-`d%PObN=RyqCotS7Pv=)z zNybdF`>^Un z`#1jBAUc|db1bp1b%sMOBP^`&O5O^4ydG99#aLM6s^F^)I@;H)3FxGWJrVa?60 ziO653YEVbAw$W>p*{#!iqLNM*Aen+@ok#OcYB3MS zUH?5_-b?ZRD_$fm6q36Qj4$l$vreAmCvHh>ld*o~u2Yg<{x)X!V)eD{xs7_VOPL$d ziv+A+thi}pa8sfNQr&a<_F$=p7U~-vvY9yqqF+I%opKnmSN%+DNNDFu;;NTOJf2Y= zM|96M!YTwZM}j9=TvIj|KCJuY~Ni2G*klAgqgiw15md- z99Xi$GVFj9(Ak9k37dGW_L-wlbC=m!x*C*WAa3$eX&8LR57}f=1(U(U z*~*@j+D-)u=v1J8g2In#yj2BqNU|?`LQG|3dyX1ps0uxNskm@9R7Lw%8hE{^AY{_c zQt98;6J_Vi0u*DO0+nnghcg^vR7G&c>wN*@-;FY|+j4>rg@M^eQU`Z8Y}B7XD^CmB zLhkM)qq6$w<}dkDQ2|*$!uN5?9}x7m6NKDlbgldNujIif{ywC=#HrciTe%rqg%wSN z*c|#Zwi(ZV|3+3m*lIgkI72zYvE)T{aKTjAhV969DGZ47EbjjE_4D^+U>{2YnP;8q z#IoftLm_)s$Y_aSbPVgqjUry71{}f0U9?Ud|7GN5mpZU(n;;tOQ=j4f*q}f0})DCdk8fYYyG|y5D9<=%f0un^xnGn@%vZa?jZ;7 zRhHI!i}yYb(4oGKlq}R?a5wjuBQ?jVY(pu#M@A_5W8IDs1Fc`Rd@4G3KD%~C)$qph z6fq4QhwhK27vuSCN;lT`FZ}i4VF#bRl`{jTI&%_nC4NoDs>>X&M-OvHe>F}nUp4e3>pImhwW$qbsJ zDx{?8lmy+L!_V#}V5CrX0(AZ3Pf60`AyQ+IEYvUMc^{5pD7@^wqJ+V+8RO>yO4k@I z_WOEOW`D67FWsy{(<5VR*)!v55n*BIa;}BHtdkiyBjQ_@VtS<9-=v{&se*PPO$CVW zf9PjBdJgLnP?=)z9T2azQl-LNX??>K1{eKsJZ0)3yPc>Nzg`BU01_c?N3N9K%Le5a z1(K%pvCVsqBbI|9&T~h-XFjTBNEJP`t_0_AN-NUF~ zir2f!Mf&V`?;aKD8drT)q88(o^|Lmmji>HVF1EWLVY_>%gZ!Ap z)KG&CJpA5xx`&CPCvSxEbbGy&f4@HU_nOD!>eSR!rCfk!f zEMOVsILeP^BW0bB!=~>_&$*Md^YX$tn`|{|0GrEk!Oq7~gKWvmn_X|NgQuv5V;Sjj zTS$K#;nHOseSduhO%e26ND*Ds!L8OkGZye=$9CExQ_4s$U`0i52;ntOFL?cmz2Jjs zedwYfREu^ct}^>A(heT{>KDDE^OY&hhF!@f_);1O*&`wA?~piL06?Z3H#izTAx=3z z?Jwt}(c<8pcc{dY>EWGs48dC+)g3{riak2cfspz%sRXF~Q)D91_n_u~LGC_~#W9`b z2;|APM_f0IExa;4vZz70`X7<758~j*yf`dUT>Iks)lc|hoO?{>M(`A+c_&jE5{+RN z5@p!Vr>o=jBn|TbeEsOP;4d(HE62>4gsJ^(-ph8>NTUcay#B~6_uIcd@THWRH_Woj zEbZ74GpTFL^?QCuzmM7{mLIeu9k^Qp7N-N8(bZXe!*#>Bz1=R|RRJuf%HR8(yBz?D z9UxwpiHNrjI8vy%K?d2mdS^OBX(XOavem8{Q8LTfb8;%?&);AIHywe1dafBwkl;y1 zR)2$L6oRiG{WK7@fl|+KqlsMgg^-MfhBN}TBzK}zk|Vc!(J2%!XZ`$5BETLB1g`l9 zpsp9MCGBB)bcCcadXH8Z6=oBiZ(;?6Ue*0$x2|3LG&I(KXva9vCE;G>5<x zAOG1sip|+|&gjA?Axp)TwzI(EYt`+e@Nt|c$@{D5m0Hz|r<I#(5FGc2{0V zHNm%j=9>T2C5Yf|tKPZN4Z;Cqxn01Ax*^-{ovXoioh$tqFukM~8ieul?`lS6kPrgU z-(IJ^!7(Q8dl+fElnlm_Mx8CmNNeQ1$0Bi~eI;`J{iq~L3!`_JIEEU`yP2{LM~ABu zBws&q#WQ8e9*b#5m$G;ft{O1dz3#V`0t0h=KQc!Re)}B! zE)E8CB>Dsa4g~>oWNM(f52NL50WpbrKDE)h_lEL#?N@hDp~o)b4rnxhvPH-rFT99VS8S<>ztAWSNG&4?5PB}r}5c! zz3@zbgJ$C?O$%m+VAe-vv#D;NRFy_a_GsV4`Uyu+e*nRFcpVW$KE&|_Pgxi%?K-@+ zsG`FFdi}`FN)AZHL5uzTfE*nL2uMPBbc$6dK4fp`bq!i9zR*)4$U_(iSwBmjwI&;s zW8Y*Uv8IgC)r#_j^E9qu+toK&XkiQdJ;s+Qc}xi0gTzl*B2N-iGmj%H3v{rWvMV0; zaOVX4lQqY#k(I?3l1{*$6R>{r3nvp7Mj&$K0PyuD%bxXzqtW?rjPyKVz}Iz*!L%wY zRUY;BemzI-Hbl}2Cl9Gysa?-{*YV5Vb)o=e#@%X!eDLnidhfwPaih)T{@~$4PJ+<3 zqLE$G?K-NC2@c#3f#^2Xkw$ylAT8sACKp z$@n zh7;-tu+f!fFnJ-vuHH$obhwXM(5^K2 z@Iwl&$Tirm;y>-89f=^?Am;>;OF#_s0(WW+6u>^7yo&U5;8SJuSVz*jfqzf_WvXH) z9ZM(=i(3zITylzHXhJzmUinnrMCjUWet`(dzo(YDDbdPY8b*K-8+Xl_YmT^JXlc0bU z+t{N0=iL{Lg-K)u+k3^9=&mpkgQUv3ovEzz(RuIZSKdG94TgM;%s^7$_C^);%JXlTa*8i?^ND;cYYZ0+`h;4i-0@)&JV!^dBF0Pz^bqAXc zo5BFJC@!wBm8rXG%?;EpAsiO(dRK;SV43KlX`I4G2Gj+>OY+QuZ5o9=v;#LibS1&} z&^Nr$v^pJ@3nkp&#>NZP>97n>_ag>F>ViHCro}#OZmaI2gVWi4GU@S@4qPq~$uGyp z*lMw$h?sg%OyZF7vTysXDMQy~0X1GHS;_$M)CyHRMxiR6;$sodhAlDgdhhoeu@yD^ zmfB~|n(m(>FX|X+b;Z%z67HmyNW$J2*#pGAV$0PZW0~L?FJec^!pUsmDZlrIGxRu? zY|)I`tZ%Eskrgr67Ys2tzvvi?Vx9B`+Q(Sk>|-bOg0}x1A|~rmASgdz?edUMRTwMk zy7nGO5DQ{490H0MEMlsd^-EWi6u>>6eF=~c&^a71b%Zw9zc;{k;lpth|8<=X4DgjX z^+1@=@G|yT#`*geAZef7}{4!m9_R+%`wpLMN;?XCWIc?A&Ax$T zOk`6TH|B{l$7A9^Ja+J)nrPo5#*v)(h21K`!G-{<>zFu@BgPj9lS~#W%+HFy!O=?# z9hBxrEj1WSWQUPq*KM{n;sI_vK_2fj3cl4WZ%DK;Tg~Z=SjegCcD(>slqs3tD)99s z$^2IR0%gUqMSzl@yYCvQ2H;9jX6QGaxNmciIOWHucBi<)_y`wR!A7u7O8387wQlWR z0zrGRp!F-aTWCPt@rrYx5iIWFFabhUc2uDybX{={Kt;`ptS<1eJE0(uI;l07uMTLt z7flHK`Oor@@}&Iv&vdi(bU}KiV0%2o{Ma$VPM1WbcZze56Dk5_h;pB5zx?Mv8}t5O zI*yQ!2VY5Hl$k8zaQY6q^;%d_3=US*abdKq>0I`dm3R~`j$1(Zdi^PFU!#In#q3l_ zqdE%KubW>e7$Id&dt*IrFzVr0*7-yH1?^#CJJ7LLl{->jV7Lk;IXoKP(%iEJ$5PvRodn~Bo>$JWw0N3`hSc^drC%D9zbS~$)GPrW;2(h zXivDng@Ox$<4PwUr>Ib{hzqkP_6e`|RMBX2TLcSDN!E}n(A7>_S zY)jL1J49F-NO3hs=aQWi_W8(li(-U4u2*kxXT&aDkKl?M;-NJ0hoQO_s!z~J)kdhd zM5>H_4i^H`B*Tnm)*)yZJ*<=6Z10XDXd=lt}V1lw4 zWk|UQhfBrYt-?W>l5G^`ATdmf)~rgp&q{>WAdw3RYtRO6%;f@0XIwEdW#z(%!}li% zIWjw*kG@*b9tEUtTzmf+7{$7Q@e);1{_*EAExfc%IzhO!s zJtq6Vrj^3$r8dWiei`twPx#nbwcOX_&oIBjJr+9?+Eq#6%Ids#CgGy3`C@-YvpCch zu~Snid#m%kGl^m0&uEr|dd?&dDDk5PB@%z`Xn5mt7^7mb5>rw&S7%Gqb^o`w1u7Bu zIV?8}L|LxJBkEwW(naM1&l^~E!yfKl5N!%iQ#7{l`uO-Oop(dG8rTl)38+SGws^%& z)fX=?DNdT>2V!WdzDzA_P;LKg$|klyu2)QNF~gyC@kKnIqVRi+9(LH9&X%~f1v|Q? z4{19Wy7$%jzKNwSN}CKVxdxli_J~ASo8*?~!sX%k*d-M>94+sUklfcb)V{3rP@)(*35V{SG}!cX zGMU{+ZihZ|j3y-hw^DoH^(L8Zu1F%fW|C?v!jPge&K5%^B1RNEAab)sj(?u)-j!I z4xuJU@#8UWp&}QI4MPaBj%x98@px7TZL$%B8X=_Nn$9Wj@PRd{w6E81{gKC-y8WY# z7s}N%HzDN`Z+nd7tGF(0AxkN)snrGtwrlCSoyqr{Qbv}%=OpVAkM+cQuyp;dlvRAH z`$Cs}tm~C8lD#J<6USsHb`mW4*0b^SXoic6vC9CZ$5xnVFk0Mua(?kM^cyM&jz9$= z83qeN@5x!l&(JrtutDX;dupLa$%-BpWHvjCxOd%m8B`B)qlerH8&}!X=zjLuO~?ep zc*l`ps9iU8W87)3&Lg7TmmPF8;gzf%Gek(g3=v30xS^I*m#eI$bV^M#jN=F(;I$X||e5gy3U}z6VG5bq?6Uj3lo< zX0tJ?&Znc6ws6JaF~m~PG+nw7ABL|E1v68~x{s-Bk-0Yp^Y^HbIhvTx4rt=5cwe_O zJgkL4j$U4c1Jk;;v_{a+K z1yc*1?_(J$9b0zI7tm5HClF^yY`hp{Qi}*tnQHDUS0*1&n?Xb8KF*2>>&O>IC85)> zdUr8B(XTC}TU=Zrx0{3=jmi(fYY97kZ%Owf1exiUNS_X5N=62HiDG^H2NT^A6B<3A zb?qjsJ_0@KAcI6l;UP_XtLXLH_b4>FE<3;xCbrN-ZM+~L@OF0b=9B>CV2T8; zSZ5eT7aDZkoDx6^F~S8a!d*Xdi-g?eKcK95elPg;Ko+M5lxG7r!e&}O5ZQIdW*|Vw z$y)S)@@c3PcP#S7FL-slfdGiV5}O}q8f!R1(RKf;k7`*!V0R=SJy9A5QZ8vEGSSVB z$F#!$$>*j=r)L8!G*mmd(D27g%*K6*ec+>sY5wDm&A%>D6zs(!O!OPaMC_i5UBCIE z=XS%tgzQwz?GM5YN{^T9>LL%g28OfyQ#m}_J2_wVC|jl}TGzpDU5*xwj-`+=F_}FG zp$Gu7Q|?tn6J%#jVIawWNqQvqeq6KhdK^NU8BsMC0trI&s%or+v7Xj5vm zuG1YJ+!akrCWUem*3aL%C8bdEcXjd%bmOdk9?_>ryR!do&r^4hVSRKRBzO@*8s{&m z@$6mMdw0*tar*$UiQA<{BO1OKK>^|!FpqwK$Zt79x_eCEu|AALxwV}UF*fEfj+SCT zI3^Q_V-ukU{zB9O-02lVrQ=Bh(VFPY52`$HQ`YPM8nFnrwf2XYS&&O+bm!vf2*=&W z$21#sj?7qCiJ{X~jNp7bmT3YAT4AI$D363)LYSBy;cC-4Wuvl_EB{wVy$6CSuA%}E z=7}N@-Wwm&RMPnz*|nIkEV($sdyBmQhgK@-9E&H61so!bi&L5K*X#eJ`y&Hg+`i*= zaWCx2c-1BV&uar_5g$kmzOM?&%ehi1^A#3xvAP+&ha)SCWsff=m^`#9UhYoCw9qSR z1_fT*3@G5Nh`SqM@(}ZFwBSp8Z}jqfp@iRVWR+k*Tf-3jVdNZInJshIEEhpBDvgU- zQJJwnj3in!!9bXbm|%kv#p$UVg&4mYyiv6u;~cskCkYVaf`yJYc&%y&U$4I(dfVH< z{`Tw6O^{cMSBwI%N~S*oc!o@nSU(!pT86E`9Tt=q5i$SaB-a`|&ZW`nAWg}-cN*BC zq<@NS)P<~imx}t|1HLZ`$q$Zoo40%>;V7VHMN7t>MKCHGZ#C(Mc ztxQO-o*WExk@*k}`~+LE z-egt1scId%ji+y#Ch@;^^>59UChAglvJ$UjeqFD3EZ_==8>`O!=9pof`Qyg&{g40l zf867+<{B>(!Tc$U-V7@(|0kCb&)t)cv2&01q2Up=u6SopqP7nv1AKSdqn@8Gb}%aH zx+OCqLsTS!_Pn6=rB5T#U>%C6Z0{K?PYsRqF4 z$vg)S12=8rzChFg@UAQbd}!B(QrJVA3fXBB_f)8#s;F4A4I>^j@!PHuY)l`O8gHrd zg0160iZX1bV|9>+lQtr&Yqj~HzwEN{8oBCASguYD;VSV~Vkly*&vtr>ib#D5s}7qy zq{>AZ@a~8m4@_n6w2a)DQ9Wb72Meb4UraM%ejI|aca(cFvdIK96!LRpr1NUxCN3oQ z-BJw>=9EGuNVZJt+cLF@K68PstERkNx7T?vD_)u{ZR-UGEPfM*Amy@_o1Q6$^*evG zgsX(hb;3|Xyn_dm&~lcHZDxV9TjzsAOyDjlS?K~U8+R)#aqA?GZ`gT~KX)|ZNRSk? zl7`f!khT{}Tfcg(B7^Q3WNrs!P?&h0A(C+b(&Qed_%F(_ur=0oo*@EP2U|%1cSwMP zm7i{r(A)GAh{kDLA}mL=k!RN#{RrFegaD;^NonFgo@Ja7G(vJLAJlc(H6v(*Y&bqp zhL0=5KY4!fifDv#5E@T7In#BiE5a3aA^7^y$PnXw77+rN;R@8V!4wm0wiR{FpBDi; zY6}GVioSk~jIMW6|Ag_yYj6<;lZ(7r*EP5ZvZ6(y^|y%-{;@%WMII0dk${>{O_5=Hw7@Jf74%?mgai(}V9jxr?)GqD znW??5Yip4xsXZ@G0zlp3;pMGgzv>CyqcNxM>$t6PB3WacN<5N7MOtBV2&H|~O9V_Y zy5`~yVr>HT_%m?X-E1Rlg7%RBW)D% ztBfLsP=rC;q_62ph@MA34FM z8PsD;>yg8`MWf;FF{S|)4KsRrKTteN64lZ{aDb}qTvVvvt}_UcNTD6b?RIeMT6LOC zx=Y?+L*2;lGVTaoO;4ri^&vVLgjtdXx72kzO=Bs&NOu8Rmw-jSsEh+9s~o(@}Y&EoHuM2v@!O(%E6-1qF1bI#!)y{)Xz{()b?RQ!uMt zNt*}<;o%7 zi1{#zW*hnXFaP)A@4f--OCffDcxd3WhqHXH*~=nmcz78K89k^A+ygY-gGEU}uYX9T zdPyYHVh-*+!d<;?CCg3_{!^}q5sZkgu#kygSG9QVL8dPdC(z{njn%P*Drtg>D9X|@6)TduU`8@PgcJ8AxJ$d<)>yM zw+DldCGzVIL@F3?z?|0;*DBo4@I$3=WaxxPne>k7R8$!6bWym1>@f)KsT9nQ2{RCd z{Tn<6j7!!@l!8dP9=ql+wN$ca6_GwQFH8(CPfekI(LslTf!SYRtRIyIi@9I?g(AHu z)rCnJPDd&Wn>E|{#}48Y%Gk`)A1l7Kl_y2G`kc6>{JewE0Al^fCz3Cl@K8dzTL=kA z_s%B+WOc;!%n;W!F6jO~iU~qn*>Eo|H%T2j!jY;0#K&uIZk)SA-P_XY!tiULIyKec+GMEc$$M_cn-fE{QAc{qllC{ z86Hr&Y=%C-6eu<|@Irmf#5ddw%?t_0*!Lw&aT{dFd`660#9?2+a&Th(V79Ag0O^4o z${wSvAD4Cn)O&;)N~0O0zsl63sex|NLKKn~{tanzyiW7ZCKURc4$W6`%mzSM?!%6} zdDOS4Q$)vtZQY~EcyVTm*u^P^7`*J{5i4b$qa7^ok16{Jno8&=x+v45NP~O)wnx=g zC1;QhzFJ|Ylsc1U@ASJ48V%6`*Yw=yjZ#o%Z6a;nu}c%FImJtNBEMVd85{Ukk{Nm% zJ$n?@^Bs?>de#QHKt5l(luc%`N^8}ktRKH?P*FCG1NkZmm}||1y2J_&L`wG9UAmrv zFtuRX8r`i)l*#B2duEKqc4>_ch_Vqe5Z3bC212UNHPZ#?ZCmfFruoYuLl|^E3yn)2HgSAcHk`7*F zZ8S0LA3rc8H=O8b5(KCW&pilRzs6kl69~lC=@Tc9Den@$zc`wY&+Q#Tf6CR}U&hP+ z1PLcr*f7wak2Dih|Kf_FN#~mp-Gx%zi2a=&ooFUXKU4+QDfI_aWd5kTm+bmNDLahR zyukI7_Z}kY>s9{?la(k%PLE85XR~>g^JH1;=daR#Pv^7gY_;fp#7UkJ zkC9eo&ApN68SdPm-DL;{&oF;!1NZDH*J92jmSz^c*!7b)@e`de^gn^P*l;89`MK3^ zb|-2vSCaJa|KS^d_YL~r`uRH}+$Vr-Nb}hd`a+zVp(N#O4|1@nk?j)ZLrnt*wa<{8 z%~(eEbX+lWl8QAZFBO;Bk{REreu0i9{KIYL!$JQHWt-buo;N$k8GatNdQRc3sOvZE z=1$)GcatT`;XE=`xs@`6!=w+cPNu_2#Es7@V{~L)es%&*+)7YJAt}%}c0ka)1(l)E zmPDqqyN6X;egJ}6$pO>>>VI~`yOgoO4bwP9^4?gDw{lK2#n55X(lu@dblAAV$33AH zYDoRPN(INC)WDEj!CzN7=q;v$bL@?@* zirr_FfCH+%hrpqr15@f%9XG7$mdWE z)6JFuLU>UmHqTajvSk~s8m7qDsQt*rNg=qVilC!d7vlx4#KDcmc3anBC$a&ZMLzfMYt5)ozsgM>`)Cd-zv+0VG1LRSZSWq zRA<-4Y>E$>^K^;4#*CHS5)w(<$Mh_wB#;7=a)CfuazJ4#?hdj#AraW3dl<>vFtvpY zg?jZH1+!gIbHEl56X-pGUO&SQ=`N4Fde^W>r2CI$Y9*u*Im+yw*iJ+Mo}?mc3QA>! zL9wZ{Z0N8l4@O=;73$+72;=Bl;?#hG?KE~)DZ~MqXeJ>85+Sj7xEfEez0{}BwuCks zHY-Hmufx`jq%LLsTBx88g+m5qm2(xwvD6C5BZGn@|GQt$_< znt4_|;oik!PwFRji`ioWv+49fI18e6As*J^uAjw*WOBT{i$(7)w_Fm3DCcn=bkTNg zB*C>q)PKl!vouPiPgODv-#pU#dpvlft==T(X_f;gO1InLtZOXnMphWl3-$*~y^3TJ z2(_@)9th$WOpAo|dMhWd*`TUfA}VZvtz*?{%7qI392J^1r27%jbwM2=kNkAHgV6Hw znP0)t3DSM}t4ZE?NAd*6$&;ubaEAYX zjOGDz!F^_nS_8>0o)QGvnhXp@pu+DlJg$77A+vG?zkcZp5#QtIxRf4C;_{qI|CG#Z zKlE4fSxsa$kLk$K;<8yIQC4&uWce`Yh}KWZ%y}rwF<5BZAvTslc0&SxA~M5efPH~- z<}80f+!Lz@dtr8_u$^Y_4W=$}fAydr0BC6~==zB-{?z*v>$5UB%(23Aa!J$_Y5wVA z8XVlDgy^OvWjF4KwrQS6#5P0H)z!HC3YS!|D4b{zQ7HWz?qDq442M(SxHt^gFZyM7 ztNK6Ynt{;4_KN=K0d2AvslUz%!Es|fa?2OgeW5gZpXlm8>+1z~A_$#mc)-?ZEZcLt zbqROKCk9);;Lh}*^E6_ht>+$`uMTuh<&2L5p2ZWTS=SB-HBOn(3vkv?>0Dm$8>GHM zQe{(@^fNn0l3gYCvIR|7`P?n@KwH0XN7ia@@nT=k@24Tx@I3LrrC_50a=g*5 zv(W`gZ%rh-*yt%J5W3Uho&v3(zFS9!;KxZYhGe+$1phMio!wF9+dX zI{Fd|P`y2w``9NbDByPo_yTJRHr>WvR-}HVa<5c!-8CZ1F)v2dFntW|tmhzk13-a5(JfOWx_xO-S`!laT5u33&~hA%&~(TA`H68*cykCtgVJzw~GjH|+hickKpodbI-Ly_4fZRKW~4)kxx9ojq2qr*dlqV2QL>Fb`d9^Dx+a)(gPGfc@+}yhb(e4FEq^*x z#Am|&z3?IUb11EOHa#AnP(o3ozpTpu8~sit$Yd1d_mn4nf`9zzoI)eo_d=`QVY|)l zn=zlN5Z!h!zR$cs(!NK(V0v+6cXi;~<@w^^@@1V7-k;4+E~DQ=)V`#3j?4ZtmGaGN zKm94;ee)>le6xKbK2QwpYY72J-=c`s6hB{iF2;plm#&5}0CtJP-~IyaVp&@@%3B=a zRv#Qc4Nj*v!&;6RLW&;*ars! zgzKy6zH8)9I71Y|S2?T4x_pLvv&QG#3qM}j3<7S`AhRyje5xFbOEoW$tv-qk=Q zJBW9)1+6|*Nk6|{{Y1OxgSw7~387T5cqRB7x3rwhkcHy(Y_U)K{EY^(1Hu*{W%()( z0Wp-JqXE=UF42F5xp1BjF@mr)?A)@W!e)#nMP2jZwh#TAKc?z>CVVu)qE&1n*{R9~ z0B0!oc!mCYP>CO@1W0}={BTB_=uO3B_p8@FSEr*;ql zDUn~?1Zce}?ayjxeH+Ro-{7m6)-B|AK#o;~Lo_ z6ua*1!fXOWyU(X^?nkExj< zPH7v#*|Az0M|nJh6m=@0_j{7y7V+Je2reR_8+%^YDI8y=}wQ1WnoEIMrvdo-#k9HO({E7f)5m3r%DI`NZ&eM4DCupcB+KF zP^=d}UQH$s@173k$hveL!&n!%2{cwOjXLtswBAVvVf`!&t$-5PcX=rkTcZtNb``;W z<@ieF(XaI_&zJb+LrN*xpCXl@k(71A(Z?$A8JvbcqDxSFAJRX1w+NSvhF?D$V^M~Z z^BGZDqp{zrq#xgOV6x;+FL7zH6r`&`^b-kxh5_udvSE-Nwln}JjfRD25r-?X=M&r| zFvRYnmGxnpiL(GIPKVRPr-v)GMMCc$NkBm#IbPA4clYVm>N}O=r(5+2Pq%(Y{;++` z&vGMm{YZi3sN=pv0_pz{os#=W7Eq4Dp^d0@KcKQ-!b&te2oCPi8uGwi-Iup!`>~RJ z&Iz!{koF>?Y06158b;Y&j9q2-R-{l=zR3yW7O6v#n7}!mP4{W{XcTK?w>mV4HfXNC z%#Wn#@29`iZHq<+ALptw3#Uw;P$o`DJC!4>EXCVDwxFVL5fvu{RNhV(gT`5yhHSV#p@hT0(x=Vj_RN*TL-^Kw$9Tw41{p>EmjUbhmPCOZ5p!I4J<7{99=Is81HY6pXK{-J~c2k!kl_d#$qP5); zKW^cag>JI(LRzUvPL*hjSUD93XQ{YfNh`mr^vJu^^&pVu#l_V7qCdx-my63E|LLQ5 z-+lL&2geUwj_n!JYESJl^~vTv%|_CG^#0XYo)+cBBp(#&x7`Z$D=O4SWA0GPr`^@oQtdoaW?KjF;>{c09po})zs)8Si3Nk!V@DIBc{C!*#wuc+AN0T5obQl7ScU#=| zQQW#jE#%8m$VN^m+8?_W?Slgx2N_b5AgsWi4fHAwq>|UjsJPKYWPKE7Fiyuk#|KS9r!~z&sEBi z;E7kJOa*6G?HVDJ)ZYspB)t^B_K8b7X{2Sd-6mmF;`b_CNPRwj{Vs2oHzKp^`^^|C z@7sz9VK2uo%JTRA;L!FE+2xHijtbS8y8s{JUrB$~HwDhF?6&|Z0XYl0UlHKB!#C0& z&L*oUn^$(1RR&C%==5F1L?l5U!CacycJz)_N{6|$W;Era+um!k+A8R1W(}mcf&kQ9 zK_meTg7Kd%1fE-UbQu5Dk(7fDLY*pDMuvpVUbhX2(!{OnXU9Kvw z2!?8|2$2FFuczD%zhRY;&3oLArA#FCw>Jru(@y1RIKD8xdCOKqcwXheLYB zs-@VYE0~grJi3#VQ4F@X?o2VjN-BorWE6u}cBdEuODcvXflbn{4~J13Dt4)aq&yhS~8%NM&we7278n?W!T2EjWS%*sVn0m##$di53#ey$Y~1%)J`-8SdeDz>POxzj_fIv@ii(%zl+f7@**m&$B#)j%50+%WU(7nFx5-sMxCT~TR|$% zUD*ntQno@;+A9ce?95gOD`hJzCrf2#wgPcUTcKy9l@?o}SFBpLuoVVN*@{SNx0U5! zXSM>Ul&z4I_6ouqSB%ka(U=JSw`$p<5iwXx9m%v^GDw)8#35UG=S)z_BnlElN^4_2K~!hj&^A1h zj-REp+UyDLDB02YYR*^*LlHTxjrrt0?nv6v0B0^>2}4myU=!?mvXjG$KGqPC^~Fx} zcGzl^fKx^#wGyNY!f7*tvc}B1}VkWK}gLu!7@N1SsnC(want`V5sKm5GfgDSQ^_XBhf&> zqJ4fBFYKs+5K^*6+8YRcYE`jKjhs4NL=8lwphi+-3(6^XA1ByMBPk7w9GI%ajzitU zwwV5KAnR=5q(y1ys#wa!4$z&PR>d?d=#?u*z!Hk7mh@745$Hhn495-a3Bc052p&!O z*u4n;Db-XeF7Yo}8!nAYDmbNN6x}%~sKx zL9qcTSTh?Z32ag^+u@k6+(hzj+tf>Awg68#*_bVOPF41UMCcd1W(_HO>(mB-N=%PQ zYA|Uef?04@%Y?%2y~*f!*&Haka|)Y-eO$ zH=~DYBb|owH?T!yG&W6jTU!KPt1Xhe4QvswS@mseiv-wei!2e$lFn8eZ~1wXMjM>D z1=+~iR?;@8#96dByKN-`ueB0M9%$v7!hC#k+SG2hZ3+Rd(rj)D!FxparxLviH>t(ZqrvLvG+He#9q=fY@~{IQC#R*Fuv$E!jJ9K>+u2Dq zg@BFK6u!`^q~UB8Cxk6ll3+C}N#(S(rlZk#H?4_)8ZCw;fI(`Gk)B%*S2~5lNXo%Z z?}-eMNX;i5@%YDBN$Ko`Kq(D7d!bU=lyN$k92*+N${?g>Ww4Akn?MF2!=coRApN-O z1FeUp2h>1P1K%UMfn@Qe-S$#C)O28~3_FSA9uk|MBtj4O4x9msS(mu%;!tEo*XS#H`uN|-ju zXd^L+uj(i!K}gLcSO!QWoejNUU0$)XVJM{$IUA7z9;ry`Xfn3B4~pA4fRsbj&PhUR zb&MlLlvf9k64gO6T1m{J458&DfRrFXGC(5f@n*P6X%St|QS9*)OsPa3&q)HC)Z|(! zaw;7Y1$fHIPOb&dNl8hAolXC;n~n)UN+dE^k^lxjOnGfQ@8e331=9D~xamgWloT@A zREWyyW$T5*H;7!a2MAxZ{-wAFFpx?w>H*9v#4k1LLs^@~C#yK0XXzAs1*g31tWWir zI3;_f*?BZtDQ^6Pq)ejdlVyNJy78aGqN00f${W9cDV4bKt0b^VEzKN(F0ru|RJt_d z(Ugx}n(gR1GS0Bd1LEjs<{ zXl|#0%DaL9QAx#JLGT9EQQAoDfv<8Sb;rG8Bjv+hN%7I$KgHtxl|Yerxfv*FAM;t1 zfvDI%2&vgVSO%&fHGz9HpWWZ>^iu$+l4V;*l7H`CWE(9C|IhIXx3Ea zKqbk}R$j60wYalYFeMYkB2H3!1ua&)ISda&0aVIRND6qgR1n^Dai{KPBCy#yi8&SE~VrJb$&bai!y(3Qj56@lN%aIHh`KTvBCRe`(JQ9A#m9X2OT~ zl;g+aL6rWp)Zq%0lCTa}rGQ7OJK%?!C0O+9VHhQN|+SQ6Nz)zYtm7*;AOTAlkV*oZ zWM>rh)y19B*u`~GX9RqRPX-L*v;GWsomj&y4j3Gosv`;*+|zbbjc#HtH`Rsfo?}ym zgw`6_&AdUCVJWT=o;OIh)hI=rzi*q6! z03YI0&U-XJwslbIya`A(V4XKhXlG!rDBFU;QHlXyx|Otp`SFoeLa`kXQnMYf45%UH zsh}q8R5ER`)KdwR(y)D)N&$~lA0}^Db(HpDilt0!-0S3kN-EOC-C0H-#ZBXZ+vpNC z4dAyK=7VUPOR-@BsM#<{LYqxIIFCWI#Qs4L1COpL;M0D&1gXA(fWhU}Ik)C8fOF z@z~}LEcJ50Q6|>Q5kADH0suU=R#WQb2uKOo0DvWcL8`~0nY!i3CP*mlaTH5=*dE8p zX;a3oHdh{}HdoREs*Y3`K+h+3Zllzx2$ZVAh5;%i!((NqbhqKLa(TV$JRk);Qn6Wm zi+`~Tp<~&q4eRMe21ulKR`Lt|^V$7q)~R%7Wq_xI?9R&IIq4?l_=DGM6E1c9A)peo zjz4@MQ)|(|ye(?YAIYoLnjFSUH>Fv846odT2`bT)SW0^};bTm$#dB0!RFelxRg-^# zswuS_3f1Y~vldjk8_FOmH@h3kyg}rW9aFs7q_|_M5|c$86G>=g5N$IlXW%!P#0+GM zNm>Wd{*rPAGv|S029N+9B>nH%EV^5vxFr*knncu+Sw>q$%m=%fA~*(+Qi#+*657;& z=eC6utAUW3)xa`ZNyH=KauPsFkRTZ#k@Bi1gC+9PnJ~K4s|u9Tuz`U}0gqJJd~#%? zlhUvmILg3=&4dr}sg{Yy)*eb*CIKk{YmzJh3{n%fCwBWm>BQ}c+j?LpZh_vW{AiJ* zSotGY_DK1_hxpW6Z?q^K-zt{!u;W`N2UJoUWAqj4xk`5uI4~t+H^#V!q?lCr>E5ZY!<2@f22pw0 z@YB3Oh_2)Fl1sXmBxJ z#AD3TNqUc_jO--6e@cW>J>uzjv9w`(X^+TAO2qbvBBMs(6*6Q>N-tPGI?9w}!! ze%B0WN}cKWU6pU0DbOK1HINy6Yf+WR%Qn69l^u6%*Ytp^Bk z(JJsEJ{b>T5A}R>Zf7}*;~@o8O+@jKlhkS)_0)3Z#=%$#;}AKZl59bX{*mU0vawNd z3km?0ROEPq7h2sky?1s#8QE=4#ctZeDXS<#@{fsAvQ^VtQCh0viW98nic>kDlJv{` zN>hrZV!s?BDy_&bhi~Nc6z84TMo(4hiOBnbkY=BFE0M%&yy)}plkxNfJ8|M$kZ%?y z@~WY#zFs${7;0~k&RSaHczTShyQaGe0T#$eqJT=T))M^-ncAF;2KKnY7PU!ODXV8W z?F|qsc)K}WiP|Bo6cv^OD#;<`qJK`^o^_kWajipBI#FEfo@NZlr691Jws7ShFl9jg z1!C5ss>P_5Kzj>S30g{3Dl0<>v*Wv~y9J{q35l!>A!K3OAt6Rf5)xS%Lg#}x|Lrza z#%M`GA`66C`nv_c)IVC-Fm8+fu0m8|wf?SpquoQ+Zz{5wJwPsH9dl=d)VXl(P}A1RIqEHmS9(@d8^N>`YqmS^`5UlV~kLq_i5!GP)?K z+)#j&Fcgvj63NN(<;X5NmabC63AjuN(PTMEXfqBxuN^opHVy@AHV!ALh0T}C(~H4m zWp}NWvTV)RQUcaESOOTNJo*F+ zDfW0}X&YfAGKq(FDFjNY7q}G2Y)+$Tae<#g*DS-~zNlV<( zUdl;gFC~6&wZzffnnAH80;t&%NkW??;<>efVoM~XW=mulAd&Lc$m4ELx0b8H=N^q3 zBuQvh!y-x&T&@NnCDcGNKq9rANowfV_v4jL)>Uvy$4=H&kBL)i>9BgsT1n}8Sb(Rj z?9yTIoM@qZ z)tTEJ5Ou1+hxlZdHamIGZsaL$L4>4Qh`KbE(PkF(f;H4)vtX!Zvk)m6Wmw0)jWV2P zuPdYVu*d{7Bj3J_GQ4w-+K5PjGLqhXc5=n6r5Ag50BMCp-kl`0S4VX9`4-i2CE?w{ zp}nu4omk7C3@jI-8%xsS1jHd4;Fd68ZA#In_>TViR_XJw6l|ZmCj3tfXd4*Y=kcmvt(C1 zJ3-D?)4;cIGk{VyH8(?2z@x>w>57@1U2l!@J3M7nvu^i1Q*rJ!+x)kvI1iYrIRC;X z3Zpxb!}w(jcffLi*Qzj**KX+!X15BXE0$XoMlTSv7QevEqSN(T_yvViRyDuiq-|jJ zI7+_LN(5eOC6c@iXwj9uyR=65u%J; z1FS`ikO2}cu6!JA=-a}T14>m=bLAujJX#_G^60yt2lOp1TaWWl3C*@o+NXYVGl`6*esGG%g82*N0#0oqLHOoL$c^A<3fsyzS8=S zioPPXrxpSytA71*(9(Hx2c|siLZEv{Y*J=;Hi*V^rDjM#%EFoaOxuSph1q zxK&m!5VKT|7H2mq?a`{_Mz%-O+(xNcV>}+8MVB;{&KfJ0s>9A2J2}uqvP&67yE=-y z6aXoSs7oOUV32G8%vWfN!&2Sak?rcJ^ znr%YmKohBe>&&jsmj+yCZgJiQTtIKL$Jx*>2N&BTfST=*B!EFO#F-6OShhvNLc0O9 zIK-*&lus1mRL_Z4DiS@LU5wy1>^f;_BNkU|SW1gqIvRSu}6 zM$Tu8+1w6}N=MF&q%`cvS!94jvO|etfMVyda)%cq=K*|(PkQlHlTz2muimn1DsAKep0cuyJa|sD zQk@ZAJB!2E(#}Y+l#UIjot)*@|9Cee1g zE$YtUrRvT-Ct9iKAKWqhYJ5Ox^e<3K#zy}trIp7VmqqW02SFuxuoUn}^`p}Py@3Og zQT~YXYVvrAYVyxptLgCJa%5xA;%Z{3X7z{^s3#TZ;GniOmeN3nfRuv`bXWoyB>gfz z#I?EOnH{ng`(+QOY$CtxA5-n5y78$UGL?4YQ#W9;-8j%8I~Dm(ceH~RIH~~~`4WDs zc)KuD8hGQhM?yR=%Ove_w4+TuknhSL*&|7S0#acVJ{&B^7uEtw!zc%)s<08Rdq`|j z5w3g3#s|gSo|esN#zwf6tXB2N66#S&t?Idt>w3?Zc05w99z|0=v3i`W zR`uNPAFrYWJmu;Uu!MS4Qics~)3N=`Hf#ti$%Z9?P14hk?)Pyu3Z@r~@f3S{52uVG zPwyYMx3ByCzmDcJtDvctmuPs5`)fC7+`h&n8i(5j634%BjGFjhht zA_r8Gy%jcm)z4cL8?QrCI*~hePf0gPm*ZaAk@0#sr4+dw|Cl(X=2tNTF|u=drSq$d zq)hDms>o<35eM1wdb?R!}^)6QdjHIl#g|_{wWbkR+%HT8&~UP zy0J=BWtFtHDnmMfosH!vV*r6QSDBLpHmQ+4_HCH9RXVf=j&iUgd%}nKRHTB(wrWZv z6#`NMHd0{;Z4Bl+x&Z1NK+OzDLK}lPzhaP*kpKinzTkdd})L8KCov;;P<@@~>zRCcM-`$8YjS(ch znx*~4PG|?{%KgVJ+=I7C<*7dSt3DUfXt}fxRxBlF`(P&rR8qUmzT$y#LwdT>-DV-6 zlCrza!WT$Msp;7$UMroR^}(8*o|Q-~SwV}V)6v;(f~2nmtGR+y4%CneNc?h8xN*2N zAaP(y#s(zrVVmXR-k>YPk)1p)wOqw&RE(3;(un4`-+LCNBq^uDSP3d32UJpnz4_o` zM}s{^QW|!gB{D!F)$`Z#7?t*V1f&#fug4O=AQc?WM@M6H+UP-yXDf~8D>!9igTv}E z8Ek50uzJgeMWri)0iLq5i|@g6qLtd6jn`)LVSllNPVLN6>F#WUsMPH4Z1YAtxf5Iq zg8=4qHv7_4WjVP3F+nbPgUJ0l(fQAj%8bb&QeXB5M>yZR!fo86K5onz)*1ij!YCjw zMvHOTgai4{sBEd>-h6a6pakT0x}&m5^;bER~}sr2mOC;JNVOB+5?&YtfkI7S^1mNJSBU*v#F+CT9t z{ed0&mHQ_Lr-Wkvr<|_juZf(W(AN0Fi1sPGD-}WM@j=7Mp6zo z+7cNck(yD!3-gigX0iGxol!7|O3KbCm^a!rw5!9ui&G#aG(<9>p=9?yJ~^9>ZA4n! zy$hBSiMn@{11ibxU0$*ERNTEQn39RQcP9yKk}d={;_SwS07zLxE`%h2L9zwmxm8AS z3nHXu`(PRE_Axz-vbk+xAB2^%50(QeNte2#q!zg5L@7irRgzky4I-+I;ywlQ1_^@@ zm)gR>-X*>T19y>lY?4#HMLcbi)94EEa+3s7!X!yXYs;LT?xPg50f+TJp!r@LyI zKuW0rGFsK}S3BEVZVi8RQ@yb@Kmr&fd)Em@?u|iUaqk);s#>DnHGG4}B|A3cyp41D z7CSD%QbJM3rgA_f>A0dKG{v!?&q5P9E=fa^)Wqy~NlBc-SgcqRg4L`EmD6Ukal}(> zvsJ(o*{sGpsmXV}z70oFjXp{z-zzv(iCvqh9+RmiXAKaHl~ETsi;9 z>@P^YOze|g>G>oItBSi)LQ-DQ_=shIL^7g?CpwGUV>QniwMUZBriR)qXR#UxsaXvy z10<5uD%fNXtA_I_u|lE>6VhB z&;s}npY$K`^@zp(qq-e2@*jFRVzSA=5f4sm+by=oY`%8JHKRZ6g?BH(t zO9QFIqW;pnLY0+V8PGSE52I}&#VZ2=pmK{=27(ueSe zT&Pg#&9W|8OhdXW_+XtUEPmU8-XOu>*b`xvy zIHAH*okZh=>UpbHE_T!hT_pM-;J4ZA{lWR*L9~OQ*k%>1*=C)j3>yqC?asGt*brEf z4NC%>7ZXDy+mQdUa4h5o7f-;QAD!;s<2)k!9M-3f2}R3qrN@MPKyQx;$uYl_8(j{* zwDCZx8zmrBy>+830cuZ00`$B;n9Qap{dl6GbmVLym6eSI>?>_8b{XZUF7;!;Q6|=p z5kAzDuAm*wq(e?~KSvKT40bbx3_;CP$n=01q=x_W-1cjw<6cJ6YOuq9kpU8^h)^;D z^%u3Nh|-8K1XM~kA`D+>t)Ov~+OfC|14x-fZI~oLH%Sj>Q`{7Lu$fAaJlKq6r@}CF z@%~et5eKF`Y#8Pq5}Q;QhIh`soD8RSIkYqk^JvP)hGG6`hLFs-nP7bjLV}he zq_Uu))ItbY%S-*kg~YCT%ysugb#xzvDuIh)`(plP0^1A2i{UD*M>N&$~# zq%k|UODe_P2!NDB)Qyk?Fi7_E7*1P1UfjrbAOQ zkq38ANh_&UI7~7KAsYgfuEJGtO3ALmRga0&Pf}y0Ij(Lw!Ku}G!!>E2mJXdFQ04cU z9Z5wm5zC}S&&T#0cd}lzYP=KfPVrPVc=R_+xuBd2P6%~&w z0zf4ejVpo|+KqRG9Zum+i1JzkQo?vi2Go=69p`w#DyF!1WGJN(^^PK?tr5iw0mY37 zK*}L%L?i(WQmZ$#6cHa2EnU4)EahPrJe{1DN?Bq1VRSO9v{D4Bu~JkDc%=I3)$|yN z6EIFTR$AIudo*QZ`)dER&06u&Y+`44%N0XV3B|A!C?+*1UQNfxNHJjBP3fT6fhiX| zD0UCqwKB$Hv8khStq@c~D=YvP4y*fRHb2P1*ep37+O6hC8bUwt)}FxC<#q{VY~Dc zQiQ4O>?x$^oi^LQ7)(~tdP}M83zQPF{g+CCs#42w7Xv%+EuF>&jxw;**n|)9sZji4 zII~0C((aRhlz{C%Swb6w@yMpNEM@?pW(Fhy3{oBV1)lG!16M5NVLNaq2UJo~)kS?8 zyVxojN{K{PDN?{AH88k;I*Rs^m4=v%q%7?CNMy8-cz|8WHh*s^2}WupAu?KOgkP|( zwX{YAsrVE5)CqpjP`n&MMV>4_c-Z|M zTk&u^I$|#ZMe&}Fv}2_=c4i-hm9h_((`p~1`LS^#<@Nz2r4ic)$!M(?ykON)UM~cd zun(4!<6&ogx8mWZePjCo51#i;+Xua26;j^uGFHMqL{7VXJUHK#eLOf%*#~5_*UN)* ztBx(|1yCvbASvL{QZEnA&)zfY*rHwtD^)Kn2UKd4oZjb-=oPD!&Xb%Gn3B;+&gfyg zVvZ-X=*qZq#V}SvF(Ri`G5pG|6eC~>#i*oK%RR=LyD^w@%Oxmf5_=Su(rUT%hE>WI z6+~F63Sv2}6|{>h(7kaASfYYd64=zHnj-+Kn$Ab%3X2~oM}_S>d6+Wj79ku@4CZ&qPO+PGPX9Ox2{1l)GbsQW~*4W+^!yyPAZ8u+$_J zJ!)^#^oF&P@+Qq#s*$)!i=1|qQ1*`P6&$O1k&qS8TH> z?|lSJ$;7>nN@`V1ea*OBG2yCl+=l(SalPL`NPaS&p6pYmTm0KD<96?NVmMWf>v!VE zWWUeEYuWK)@~^tCV*^0teoxl02@#TN=cn=eY!Y9{-1+>pLs6M}e%k#?f}gDwF<#gC zb>}ix>p72TAqf-0o@)|jyR3r}X|Ah!v=YZ%RK5O&b{}c?`Ww34qptpdh>|^DE7@>( z80F~sP3NL9hSuF9XC?SFXd&gj!GuGrqH^G$gvROR$t zFJ*H|@Bd9Gz3+Ner35LPP`WmoUVJ!xZ^x7zs?(DDy91?NSDa9|;hzBefuF1wLk^b)y$mh0H{*H?(PJlqkrsDK(CaXA&>Im9TxU3=z7v8Kw$ots z3pJScH>u*|Ij7G)oZ?LBU}@)Z|FnyGjsz&xOVQ68^Ie?}2g_0aZ^t(h;P^&A6W=RY z{jLVnC9X#pHV+y9xV3s~_{!D{9y`;F8q>~c`UYhNlpk!aP3I`0@Zw)~r_V})Yg*MW zRP_a9BOm%VAnW@i@2JF+7Lbih;BP?I8-XV){Za?Afwv2N>ki3Q5}X-SzmOUH!{#tYZyU zQ=}|egJl^6K#CRsLI5dwu9IDr-CaagWwC|^z-RE!a~|hD(S3=#cgBj$*s*tJRzw!8 z?~{bCh+J#!m}AGZn^$u4L}o+K&j6Wk7~CZKCw7AXNFE3jyXoa!x~V3rUib3qzX=S9 zFNR!6+M=3wJZ()SY_++X*kA4_-MH0=y8ChEuEF$`01T8+2Z@RD?ai_Rm64<$`Rf~_{7QaoYXBS>_bO*x$VoYvrZdXQT@{QW#*Q=Y0juGA;XvvM}0O-Z76x;wUEz2#w{ z=UVdvtLpGLw(W8g``tnc%XI76$k6tZU?X{N5A{dy{mXlcs@T0pJMFmtEaYC1KaWj3 z1rMRGs{l^S!RpYbb#!%zz@hZj=;woq;`_9Re9gW5af@OD>x*LZ!$GS4P;6$~M{_!+ z9?m@Oj?Lo+)~jlMU{xJnvbGq1up-CPYFct~MLkBQm#hmL`d*0`Q$xOM-7JjVKEpy$l8y)hV=S1)+H`oI; z66>uAqC$@Dfh0EMJ=^-y4lZ{0@7`6(ceG*$a9`{^7ZtmI92$zBH)HVAVpgpAw%$o` zbun32)gl^mOvjGd`njO~O-sgDOQM0vQ?;ZSsAx;vXyq3vd17b9za29x8VcmV3qk%< z!sp11()(%1ZIZc>>r!{HMh2yDS}x=@oTF=G1dbH_LQOW z-ZRshiu4W6+(QKI934G#SMX5y?9`EENQ@e>V@qu2PPIfgXG%@QsJ0wiVpCIUiLRCm zcB(;6#Fb=prz)|L#h+&y%HLlmw2qhTTQJ7H|9-^gG2npG7lWTzamV6uJIV>{tv^-X zka259!Bp!QlzNm@I0=X7c%Cy8|2WbV%CC4kcBS!qp}SPbZpM7dd4^hSkz{ot6z zAmH%DAoz)kK}tWl;2HU36W6R`_LD6I^uEyk!g5m@sf8X{AG48i@R0c|$P!bOjvm!x z*2tN6%oJ@Ye2TWeq!s}GWz;)84Y^GZ^+G^OshiSl?JhUv_A-8R<(SP@!+^BC*8IRp zo6>CU*IODmMW@1!*=%_ND1F}l%|bi&=9tZ&|88-kigjApLbMfo%9~LJ!;k z@Tq_@dSCH>AF&&biD1EN@$Z}o*69kQOTp_+r#C)+@X?2NCV#y3ufki9bBLh>7xG>R zm`IrAI1>Oj%Rli>lLx!~nNXJFIO_t2v=>7z()KGO*9FAgkMG>N|G|yP&0Ft&{Ql$* z*YDoEeM=?be`aL)K`c=H)lL;;g0&1F!2e_>?%lDP8(4_E*8ISw(enIhRe#wO>vbtl zc;|TjI+3C6rCOV3BYD<1K!DIu|4ID=Jpf(*zbKhGw+8^kKQ0 z@#|CP^9$PfRR2l4HRvxPJg0p%Yg(uWeR_8JA-V?*W9c=8LdK ziXo$ZlW5e-_jedGzE}{7ml4B7NO4$ zD~ye@e7=1p_ro)KjpeHD898G_Ey?keCUC)&S7Qleh2_T+$kS@MrZET2qPDanQ)WYs zAFmJG>x?-`r?og2L9MRh*KTqa=PXd@dTvVYG3GcV-Dc%^K?yb~={2*-x!k-uI^800 zpKj65taGp>FCS9{o9=x6PR=*gl5c&wC^s^*N4MmCOt9daeR0^F!8Y)`cv!lAl+Nay zzDIxk$!#i@6>fAJ*v$h|UJ~3SeXzaghJ3e(9`GLBUi5Rpgx5k7Y7Jz@dqcfY1U-LT z&i-_-*c8ic2q&7qhhuxB!#H8qSKsT>MCSc5(Y*b(oZYFeXlLT}s|#vhJ8fJa*~UI% z82YXE`XX_4`lmE&ef!cTx5&owxF%{g*!6}EVPpO|(-=;q2{(ZqW>rtgEQ1#YezP&q zh{L9SJjPU-|4gQr#cEY9CXYI;{_JU5-6;VH@Ha96I-_%1d@v?0y6s;*P5T8cZ2pF{ zSwtC8yf5e5U3Edt@BeV|ws_;>ZN*_zALM1JC?@6n;VQTj?-}2G0u7Z5*?nkk~rZ;9PgpElY-+7R#o)$(f zsUwf?VlEi+TKqek@%yw=SFZZ9WOm%rrpRE(>neaP`CXPJW`3MK6+1i?tauex_@CK^ zUk}YA3`he*C2o?PFk ze>B`y^U*dOzzB2Rw8W5A*ORT{A$X@r=SMdwrh`4N#lLgeO3$Kuo05G&o%S3*iws7e zMMe-?bvrqW9?)ipS+S^A<(;}7xw3bQu7s4AP=0#!-0ES5mEY)za!?!RQ)9B)FU!q* zN~;TJ`-=$;|7X$K?dUeHmkRbYZ#md{DE|gMJid86{evIberR=}qdh#`Jh0_;Er9g@ zy-$YOTevv7Iu$;}2KUZt31K;hZ5(T%|& zjJ}$97mOu}th;-7ri9krD>paXM7hV#?eX&J5N=rf17UHeP_o_HFl86WyH&L|i(}4y znPCc8@{*uU670n)|LE}qhZJ6L_!~FEgQJ294b*98K7|!$^r&Ev4u*WSQw|w5xNy+2 zEQ)E#yOzq0PZ=@z9KCSR#{^T}yl03YD-Q2X?w8YQ!zav58;;kTC>~hwx(eW;H8>k< z(#B7;UH|TX78x;mHs(=JZ8BK$WjmD38FXoA26wd*wnq41Vb*AuhDUA9GD%_Hw;S`! zSb1ii^FjT|r!=~zb&`n}^pwrCNnu=y|tCZ47FDxZEul|L4D7^Je(pIbQ~+Kt6JVx(=5Fod3|r5%!Fp z0(sO!n2}T8_a^p8oAgY}DZ1o3--`iSjji?+rj9@Hx*xdfpwX>4?iuT29uRYF%8^+pfsd z$a|UQ+vqMiS}5ABx4(Jot@RT(Wv@0DZ_TRd_AR=-gcckI_ec%%!HVw<$K(Vb+`#N% z=-NM#=%Y6<2f&d0V(=4dvu>Ofb3LEnv<+uk?+2An>*d@yJAeEyUrYJS$>>4K0fgQnt%NKZERIO`(?1zr^wC?-B5){u z&U2Bz!9l)<@I3?Vy_ma=k&|k*c;d^ADA}V2`3I81p6?84BRdDzmtsmcHN&sMy3xMZ zUMkr1C2y0|L6!{8G8Md^`nVb{Y#BYv93X==&A0-0M>M5|>=~@{F-17EM3}H?be%td z5Oy`&KrBsUn{{kRw2v_r^$|_lgl?vsV?&1$!In3Di3>H54TDSNJvL0P-Vs?dda1mh z3zjrKjldFCLdFa_{1t&wX+}HzJ4hh^)g~jrol{Bt06uJ@|L^ZU_gA0e|AZy$=(WXQ zj%$k%g)`^imaX=3y#32b+?s@T9j#^SAcIX`=?G?f4z4*KgGR7BTJ=Nmcse!5=JGYi z4rOBockcN@T|+e9F)ORXY+8*S&L2z*6TdsGFQvYP4S!#8JX$sDA%unB=!ue2EGJ7k ze#cKsW4L(7{rOaiWd|25dL>do8T8@Mv=Zf_0cJly)3CO^tPdAf?T%C^JviMg(n}6A zzcUbxGjDLqd#~NDL-DeN&7-%xClLFBD(sE4k*(IH{BlrZofgTtl;1>!%I6VSa`Ic3 z6`3FVzDcBU&Sgct=#coDm)Nk9RO`|h8|<9+TDkpPlk>+yaL#QZ2XH|43jr$$wk|a2 z1gp2OMQU>{G#Da))aN{3YQlPlOeFQF3EOh`gl&J}LOZywibSBzx{pu&r#yC!M2}uq z?dE~-S0Z*2KX_EU0VTzv@Qywz9wI~FOW|*vwu9ck?W1CiJ)c6|XzyPD3~?_8Ke4ti zt3Hw*1h|lA>wcTu)zuh2Ik0QW;o6kbX(i7lW>7LlOj+X+rG9mL!$Ih%&TB?l6@0V2ZMwV<=%LLm9WjPzsW+gq$2@ z5M^kM+|4>Zd5J(LFaOB4>KljX`1Y)%n+=xp744a%>0q(As5W%Ip7t8JP3O|Zoqprc z0Sri`ANz8DfF`@FT+jteW6KI-#AT(%?V=oC4=*V7HDzZ#yx7u$gfKIsc-A0s@pQ;! z=vQ@Pe(~tC+{otqcj?W!LjmtAKEr`c#9vp$TUylJ%xBS3%kPt^8yt|o2J+^2t{`7C z=;@6qN^p_h|Cqty(=9Y~bZKql5NYKx-+{p)mNo8tU} zx6>8oFIi-=&HGIbn{V-6Z0YLuP8&xpp~%T};|KwX>5XGdN=a=T1;}nB-8hB-oj0yV z?cy7om;@dtCjZ3t>8iP-3k|osNp$01dev-jV5zT~&F{VR(G7mt^vyMW5xu)ow$u9P z?$~Vl=91Wm-dz`~Z&cgYXLo0(@8SONQ@%&&5nbRZ%6IyWYMr>qoD|*(f+vges+2ExrQZzQiw&VK1Z*Tw&ms&EdYF@T zjs_ow>oDoFhyxfP*3Tji_=1ax_5)fUKAw|H-A?j!Kj1I{O!-k%yn{kjMvBOipLSNl z;JYPXg2a}H=HmV_%6S6~_22JS-$dmc(3_Tw1lrdXRVz>5wA2p{?LX+&9xCZCKfYsr z7aj8r-&KpWA5nff31G$Rnwb>qdq$fi@qk|FjostZWwCikJ8CyOIT1;}XY@c8Xg`f} zU_cugrnh+yQ?9BN8Fzk8Q(JmTn74F_%t_zookIzee|xaWhHA23?`Y^1vn}YQ8EP6P zO|Ka?(dj!H(#T-*FAlL;DZ1a_9*Z)aeqrnoJgj;(W+kn9Pp|^JOSe{+vkyKr#is8G9>j;* z*Ay?w)hA*VTt$yo_B9#l2TTv4fasre6&ykot#ri~n1su)C(oYoFpiug)9;I$hrq>A#z)y;4brvUV`Z{3`GW340TW_P`(4>v0 zx<^S`0v%3TOm`0|09TiCzIzmv1UjsenGa3Nt52SW%1;haNzA0Oxl^OLal#iS?*2rt z@NV`LfT56XZ$<^NW+5HjJr>8{1?%#3zN!ad)VT7WLR)^1)ddf|uSBFIwR=9;Vr{8s zuK%)D$nwYY-2{;Pnj$8_`m8~i$1ZL8yCq#YOzV1^vf!ia=Hg!ZS%VZR81eNUF@r^A zdRa~%p1x0orvBHh%_drz8CO&+c*y=6qi9>vx!QI24xGjAtL9&#r04ez4c=+{FLw|) z?j73j=3gvYZ#D}vw-w!f6iye?H=7NhBia8~XR@=7R?ASTuP;yUax1eecl5mFt~g$* z$H)+Fqk zNArg@-2_nkx@IQD-R|rLus)f-y5he@smOO{ThLG$yR)sR{k60Cf=-&#ZJbW{gx^?@ zg(AOp_AtPTxOVn@!NznCF53@XDfj23rI)9}l& z%O~_ccYT|j?BVhk3wt?W+20OXCUm7`-L_nuPp0erWH;xmt9H@y&=IrFpgJ_`j88f1 z^dU<>)=|k?Tjn!Qv>5-9J^Sq^fo(q>$~>uztm+=8G=!V_TC!%iCG5!`r*y%?l2>C^ z(mLD&*0(2|e!xq@^yZCFI=%;#;L!PeLq-CJyAp@-M|$BaT2LR~m4wg`_biA=TK8Da zXN3FyPPufqz-_Njry>Ez_Z9{NguX0kNpJTwKew4i}IUeAgRZDZT*CXeQ;S@lS;-%M?F zA~2}K8$D z#{3~SV*)@3`kKs{AVP1}JdRQ(J8KBY&KhQ*w9yS0-8J`cS*(uJa7i#I@eP*@vVIZ#)t64GUUDH3)X9CRM*%bXQvWLxe>+b3 zDGg^z-Yvkl=gIE$MrztiEQt7`OMMx}QdFIsMkjES>m&hy6m^mjiAf#gn9^%FGO3df za?}uD!$A&*N_^^+%CwxzNz$*Ala>&`hEpmvCXuPSMDM-LSG+Zf76?UgO0G*G639`P z!VtSW(D4+w0=uu)K}d&)CC$w0 z8&>78Awxuq6pLs>ScIDQ^VP1j3?tG$dEO5YP~(KYMIaJKM@vD-0ha$ zD&l9ss9e*MpnG{-x|Fp@Umb}-KGg|wWYplsGyJ38Y#>)M0{Qh*sTZN(+ab(; z!Ggx%^-+a#6>Z#4KI~{?LMRS9+HqK-o)h^>N6k?w=LzXUHh~36e#j=m`m=buKcnkB zcKcmvH|qIWY#?`Ju@RF+n;rC`loxkobCz4h6~w=rq5-80(L)_ z_1HG?W;3lyxfdpb*rCM4z$RktiHYvqO83Mx7jAh^3?UMeQJ}VRaGFt|w*G>Prt}gf zkr@SwR;wm-*6y=%Bi)P{1uB4w3sexqI*jDK5|t<;d9T3PB<~e7spS~j19D2ssAVBn zNt3v!E=xjwM@sKPWKx=3QD(PUCpC? zS;@7}lg`q4+4-82)pLQ_HQu@G9U_p!@7>cmYnr)PwteP##3>I3s zD7R%rEhg5%PgcA+a22nZB=3TVz>pSLOpF3KF|%^KA#2Q<$< zz47tQ>+dV)N_sgESWs}S1t)%W=#%I9HUGWE{^EkG#&vS{(C9Z>Tuwgp*#it^UuIiq56irDMXj&s?$XO>g98!II8fqLI{<16Zat=rX{%!KKsT<*I{*wosCXr!AvxM> z%hGAn)xD}3yBHH7LBMk!xHBOT!S|8j0iV2tkbpiRvL|MXKHo#QQjf()6K<1cNp|RFQ$K#_pfU7r8ubcE$)rdCjr}gevS%bNMV8yYpAX zqj^9<%lOmiuGY+&)B$bfZ%0&4Q9VnjQ=Pw{ryuD`TaldUvxEo@>io1N3S~imt+v!O zkv8RQPv_rhpRy43LGtbo0};Z$4kx7%gT?8|c@uF<%{vW~gtGL>c?<_x*!|U(JQlu1BCnT)_`W*2t=zUIBLdNez8a(mTOOB zYPp-~<%HLEh0MH(jKG6D?`q}pBEtJq(HFpCO`CQW^XT%!{8Uu99jU0|v0QuTz*Zr; zx+o%V=nx@7VmNe&VjPr~v|*UuirdYjJ?*2@vc>IB%Qha%)f)|b38C@Xl&%VyoG*$C z=_O3xXkcPOrr&5_#$k!wm1aXTZhpQ|Haq#1ron@>xY9J?{VCT(<3>o-=lqltm>nr6 z;;=+}z{Z7kOHOF2Eob`+ea%$ffXzUK%y7VF#A2bg4^;2L%kzQOI1uxU1MM#P?3$je z$?s^5Wi#_H#E~K&RW#H3q4UIdx_+;77Yx9;H*XSGjrR+ALgc;LnqrZn%w3M ze?mBD35P#nFl(}hAM^E;X55QKIhDzhH~a|DpeP)E1fe~N)V27QnMeVgl}JG_Yf=|j zxooAqc$kg2u{@2}*1J8QP8Kax@=Y>B=unKCWQJn10rpIURvA$oXyHsc2J&Wa5)d-O z*_({O%4|34Cv)-#@FLRbgzo5}-e^Lby25d!j4+s5`)v_D7d$GpYPjyya%_}Z zwrhEHg{M!%Bq7hW++abC-?hg>rY4M&$6kxBqv*Gk^VXtUFo+4)qT9gkV${YVXMsFE zn^%k^pizuu1XgA@S7E$;v`sv(MTiigEo`o$7~Pq;t{(AoSes(x4N&#yrUf%Hu?=K3 z`Ya`vy856J9r_y>qNSgu><5Qhf0nX8GOM@u94Yli$Cw_0uGB{LCYtj#1giz4nPx6F8 zoCbFD+p&Q=ula4kpe1a6+dx*MZU(HYKF6U|6hF83W$BzQk=@0YBmZmG3~PV^x_=z_ zD+az`W9)G+f7tl$MMs-A?iF|t8jgEKILor9gCd$Lf_c+Hg$a4#bWp|VFOjKwiAhy$vOm)=R^w7 zkTjtaDG22xu?6jDV*z_{_tD$#d4d8oLr@UfEoi@^_4d!|J3~a1kS8cWGXw>pEJ&Xb z=E;&gn4Eq_xW)jvKO^jLyC|az7_umvC)fi@_XxW_f4yIlt5`a{($8Nz5ZLL@UjwRlO1akCK$)a};>DKji`B^oWR%c8TG$Q0Q(*zxZ#i?AFl^5^O zlO`fTl5+tdG8a5Dv8wgvS^4RnZc>TQWF@aRw>aR&xv=(kHd-BRokjO0Bp+=h01)D6 zDAE)OjU|HDVJxFlQun78=NRro8Q@1bpoAr(e4$wDx7=} z+@pXRC(!+`ox~L#q!NWViQ`Wc^WjSAs9$GjINeNt{R7Z;I?YSadlaCbF5Fo^nVuwn6 zs^6|dXy5EZxdkw}hiP%ZjDEZQoy(E((70fl>`+yaLzZL@jevp(cxXfr>rk^g_W)!4 z7^6u1(ItxpXtG01FIf!X&GKZ7 zN_?uNEjO~`N^Xn@09# zjcO+26WPY4C*u=;YpPF1LL?@&Veq_oSWf(WsCKi`#lGGeZ|D;nhOZi z4{jvi3mhUr04^sELprU$q*$W7Wm(TC+WH!stXE5Gb!_?{S>%$J)*2X4V`;7VnT_t` zmU*7d?K3^%u5;ZiZgY}1KEWA9CwPtBWi$sKA;D`Ho!}0=kNXG-&Ll>H*FSS+t5G_q z5{K$~mOM%qP_Q4PbP?29=;o@bWfi&_#z=o(+0;a-R>z?-^OGk^Ee_Z*QEGo@)4SaHnW@qWvXXoc@3kp+@TY<*{^e`8q;L;>mCUTf_~kHbhb7e zLFRjQ0{CnXx;TeU37{s==X1GQm^@b@0GNxp3L_Ge9xRi8p9c4$c%=`P9S9ixU>V57 zs;2Dcqo2%R1n^+%C$!bZBK!?)`qJfRb>DQcnZu z6>Hkl!}|k;sp->z76|tGX+Rsm3e<%Dd{IRg0VYrAYY4DnLhn$CPqz}xM{l_)KYMyB z5g>uxw-P}J8?8%nys)3_GC3y%kouC$m^N9oq@O|7Ea*36ZaLquELzLYAgg@&ZO91I zw2U^MiDH{hMhHQjR#@aCaS|b@{7`p4zJ3QLPmZ8CeAO9 zPD!E;^VAZVo8L2@&~xg0>6cDEg<$|f4-WGf5ja(Jzs@D;l1?1c^N^whrT6Or614b! zJqTeDy3OVYpA^&cM>2EL+w2wy5`3H82J|Y}lybQ#TLA&t3YdY?K+ipEg;#R*DShq< z6ma{wr^hB@b#$sODGORDDK>FcO+Gp$u^<9Rr(_tX!QaKJvvrhBxu&;;=|)9rUeAgh z-88kTHcP(wWl#51PDCO7*VOgfLl_|Y$8OQ}kT2L6b*{huuzt!9+Kt3P z^>;+-E_PR+9HZC~ic#zso03P5lDJG>Eepw<*BmnpsQoCZK_~9ts&e-Dltz^0X1=6* z%W0LJcG5n6GI7gp^@U^Z2P$&1nf~9&#qDq+=zklf?(h#eb^j^JLU->a?f$2M@_f7I zIwopWc~mnEHrV>h18geA98j7i`Rpq}*E;PtHot zIDQjgvg4Oo=jU>`e|gjlvbXVqdp#e4FnH>fkbQ|>OS*&j=p)n{WZ?xljUFH8O`3o3rAdH2C;_w+3YsTvEy zA2|>HF*Ofv&X;t3KW(3*r?;aspwnY#g5-h?ugG87h~H!waq|h?I60RNpvhA(06Y-? z0*Uv`Bz&+-j*I2Z+VlACleqMZ?vi_mApOOVo3sx$S~27;-pWVUk+#K0bho1$tzkY` z@`j-#rz(6v`>Qq|m8)&FiSy&=RY7w3svv*ms_=)@s&J34HZABn`SRn{8958f*@Gub zYM$ij?&Yy7Mi(m#`)XG>oA`dJiTBGz@wl9QyxOkIX-DZ>9NWSUQW*G^j$pR$SE=?r zxTFJNx1t@Q|9NbKJPRy%-v7;#2M6A9-Si(nD0e%$&QO-N(F5-xHkk05Qjt@-9`I$h z=lccKn|iQfJ#KUK($zugOIJs5Rs&IEk;`G*XW-Erh%Q!G_|>j(Hu1gW3Pgtirn@`y z)t%yTNBi*b=+(*Ogn3_nV1}}B$*tdm{n?bBdFai)L2X6UEH|Z7@U>Ky#hT( zFnvh(0|89w6-S8wbm)kso3;D z3||CYE}l%zi^W#DlaF4pV>Z}(V8xEV&gzr`kliL)G=w&-*ODo&) z*KBa|bdw&<Imrqd>VrAh*S9Eo`%7KE!kl4H5;5fSD;jDK;ja7^kz9CgSiKeF`|#z+Fz$O%Ztt4 zc;V~6j@=eFG_dfk!>VfY8Qb;`skW_)4J`)o@z#~xEK?lYypRbNzH^v`;g@V=vbVnh zi1s)i-P<1!!NiUQ_;?l+e3(@sHzm(_n)#1tfR0`vBeJv#8GX#wCQtY1=GAIJH+cOI zPxm@$kpc%!_c~!XEpDY&;4QgL+1o)=f`_Z>(Tc7$i^j>H9J?l)lt_c$9#*AI2)6&1 z$@bH>lj!vHzaQP;ngbU8?SU3LU1X9v)M7k3oP5H>VL%d2m;je3)uE(|schYo44|;k6 zmYXO636Yr8erJ9;gC>*3e&OGA6s>vkerJsb9oX-z!&#Pk)IdbrJy}cNL-IBK3J#+1 zsDTP*P3kIe7mHq?T9Q{}OU+={vwq39YWE>SDXs$Vi`kQqS998v>NcT@?9EKb0M1It zAh9AI@`}sR`CH#)AtEAhd%jtX@-zS}wkX^_+A-iI-Xtg7jQ=ZPI@D#eF#dq4f zMlX=fq~9QUM{EZuq+&;GM2PL1G1qf(yX4WH{$?jNb zpb}r?m7eS&RFv#t5L>T1XX$K8@0|T9bl*AGR}88%0GD(XC9S?p9?_hnlCNDPp8=3q zFc@b5WEfkl&VumeO_q-2lNbRIMBpq)5Wou5&h*Q&xT1zM+WVcnGrfTUJ9efwKQp%) zC0$alD7WS%kCJK#aAK6?P)%EjucG=V?{rSL)x$)#`k(Eb_MtO5)J@On7AVT;Hh>kV zasA~HZq{@d;KjHexMl`#*Grk$=^4xrQ3ltjwu$3!^1P(UUwo6N`^_%HPu9`hsOcs$ zL}X%(N+zl{a{eaRQeV+@G?Ll(i2N2kZ zzRx3*q3RUvd|Ak6c9V~XGXnTXL@z?(gknI*?ubLX30k{LnKJR(aSKTN5r;N4^n4}a7dO2aM&r) z@lbb$h!!ap(S~qJsIGU;o0>&SlH6?75THfZ>rjbLS8hHK5$y;_uiOpt&i62i(5QxA>;f^*YoiBAL^Tb|8__KqgjoyoSWm69a+Qp;%m0 zoB8f?xt%;JHmgasB5$las3XTB$;WGws9?d*or5yzQ!c{FndL7OZHSK zIOv7TM+LJcHJzqdJijwjH+ec8fk6+Z(@`L+QO_Jx9D3xo+>|Tl%_&V?cT=bNov=`d zXO26gu~w_9(#FWo$W2)7)Sazwent4;)4B@rhm!47NCsD~wMc z7d9G0kikL`3(jqW`h2t@ea z1IWaxyg>7<+s-EPB-sn(QNRl?kpGp<)nn4_*vpt`M(=Nh^J7xRBr-h`pa6NFdiqF! zAz+^$3Dl@I-zvI%BZH41Vm?N-b8%H(#3p9sqC<&u5!g2Ix>9MILF`asVqg=on&{8B zTgCjCxq8{rFCOX^2RTTd93}jOI&# z69NX3q2_n|AvrTEJ|-n3B+qI>B+z4i7lv@LP;WhQ1e`#xR^^O*tLJ;QNOUJBO)OL= z?*IPqbARv7Uu@hE+yBZ*rN&!zAnj-UOy*Yd zfTzU)ImTP<@16AX3%cv(2=op|(*vKZH`|YTVeXtR-w|n_)qXTk5bq$X^l=bRi;kP!8a zHgi-I&KI>efQu173+#F)x+;sFw=FN^T_?$V13EyV5qkqVBC$&4V5#HQCseI&G}*zT z;GpbfGM~=ndJa;erpNp#=b|jg$a*GuMgeuuPt@2%torPS#e7Te${VZp z$$hqff&}#0B8Urwnw>w~RPyr3K@OsDwu} zs+cUwjkGGcm@tAYCN-u_wv{`}GRU^un2a!qOf^7!ON6mkD7gV@aX^d)sQsPkm3w2M zpOQ^>Z#WFl!o2}pqEv2ux-gU$QBJ3q6={1Y`{`u2egp;)aO+2boB+!G5XGSj1jNuL z+5MpLpb1-WbvVmXdzpN+Dmto@yu&2`f)MOw3IbSx@IKWFJI`1P$;(gdr?K z*A7=!;&;Q-Ye$0v0ls!LzcYPTQT0zii;|IBR6Q7k$fD{4`x2v^%h7jkVi1m*7>wUj zBq>xKKECPgd9QRYk|TLO-@t$#^ZDlI-W=ImB{(}rJer*&K9mKi=MoyZ5EK{R?gYH=JpsK42tAf!UwXNt~Sse01^c!w+(bqP$Jtvu#k?fHjrX$=8q|} z5>2ggAoy1Jw~Lfld2c1a!#Qe>Cp137opIu1Hg7l*oo zVs)`!6tbKouj6!pLLJs|IwG;kE|0|aO0MnZ&RqxxTIAe?@rk~(2w%;PHU%as#)6Ef z2!n^DbTzN;?UT4c$!%U6G{}+7YZJ<8)75XgNOdtfO1~Z8L6q#bgK(DBHPpJITX&*U z0=Yvi2L&;5s0Efj9pyCc3$u09P__=o(vwYBB~N+l7n+WeO#z;nO+h$klUjg>Hhv20~UIJzr!W_ z^x{_~`O+7^D(|TDi(iCDOnULFx_Dcj=u2PxVhEV#7r$!MEQ_tQUPE6@Rd3+H0FJtS|2WJ5iB>2Hu5W*sinyLn=88wwLK-|>S8kZ>b{G__z>!sBF zaOtyy76{~ie$oc8(VYrt>#Hc}*$N2AR=^CTz$$um8bsdMoT3LD@V7unRVc&Bfh@TJ;so2b)P(@39iI?WzNd78bQg_ch z4++JR6=F*Rp+-iCh z(4yn>zuE;SIuMy&aGLXwzTmjykhZ!UG|^s z5RK6w4i3>clm-1HKDkjx+RW*)kp4uxmwJAq2N*KH>rQd>L}bNkMS|m(%k}PwaS40! zibMnkWmu7j0=v~*Q5ihF#s4ctIC*MXFsOOPAyZnYrEyj$Z&&=`Cnx{!Uw!VA@6!ML zckf`bAqjjQ0!6bXl=p`xr53BYvz1c9tZZB}B|CbfN$rPCF( z)pA+V8VR-Y#bc|jPu{-RjSH37zStd)zJ=-U% z=_MT~q7$j2A<1gn0x;+a`ko+=)hIXIa$7|$MzR~Oh5$3%a1NFDbRFEyi_@DWU2sI# z%H5$q_~G_jn@!}0Os|8TxKQTnU}ro|9_;|&=(<-6Otky7M&M zn@PBXhe8@ZTQpdApDJPTN&)k6?2 zL@u0e6pSZI>5YF32MK;)8wYbz*p;k%w4FX$V^)C&RerRl!daGDqo_+ixjJN(Pj+xO zFc5(?isonLwzG-u6)Uca`Jy{?E-I7#O9v%k`PmRHLqAasT8 zkBrcrS{RJ+i#O6!lb2c{oRL~#Fl*8y8ZKl!@G=%Ci4G%9q_(rLn`A>tUXv_T_*JDkt6T?3*`&Q#b$G`(INggC zp&^UB7b^t#?-wA~EU2=bhrKYDq1N7}caFehUO%k28I02^4VqsinszV(l}(5*DZX%>6cS?=!ED-f8=;j05NC_5mfb&tsE)YQ8`h z8cuc`$TufaJh?6fK;TDR3IbSxTGFF%+JPa+lb7@y26(Zg2V9$yCd~2? zlnhG7h$(AaqEv0xs^B0RM@LuDXQXoj6sL0&!0D`-j+M;d-tJ_`{JB#8yAMA*H;e%YF}Ud z&&;iS>8sW0^;to;p?t^-9q#wOH&=D>7Ao%ddHu?cs&TONSw_k-wpug5a_j5-DWCVB926=8*AbRYM3c?8PrmgYZF5~q8 zdUg8lja#ZgNgqHrI7sj3JZwi(LBXymyO{5`ia)1UQi#3^r~qy%)Db)?Gw&9=>E&HI zeH- z`nb0RLi#`708`@Ysod(6>cPiih?YK;b08r6LJde{R;|17(G6AVb7~!MK>3`9C06D6 zrBZo=pE@iT4=(rT=g|x<*_Wx{py8E>grq2M6n{J4O!*-2y_0PG4iFQ4Du!Xk#*=PB-NK{brn^V^eLo=K~6ji&>qSt?QNHHdG$i$A*o-DX(-JH)kKLuT1}G+QjN=wK{Zjn zj8@ZRkW}MxNmhitzI@L59rQ& z>e1#q>F7^hy)*!!={2V*AnFpt_j}%2?PxytM5R-fpa`%L6#dT4mo>e-S?r2?#fEkt zm2wp(XL=ceLC8ztZ!E$ZbXn8eoIw|GK>eJDC01*4hv2Ab$(h_WNMOF!{J<9Xa7PWv z2=1l{@!YQQ=;4lX2h)gXD9! z`Jt;)H4)y89_Y=fR3R7?ycGV%BCJ;Vy|UQtH>GgzggXFoT4e(hlHN3eSeaGb-&+(r zy2eFhOipzN4ir4+VTsk6M!rWkwF=6dX(WSy?+Z0xSK?!XaIt8-k%Bub@ik_X_&TVw zSj17IcHk(=nik>B_YAs@40=Cq9C9*!oYV!z$eY0kU1Z>tea&R8_UgNj$9 zpE(Vz&h7n8wO_NZP*k^^X1_s#f@{qW%&m@x)8OzA#b&m>+{~j38IzBP3n;L^5P%cC zC38U5Q^uc{Jb33%YX>zd`be-~7PbmV1&T&`V^JI>$Zf zfx!H{|C@=`YfYS0H06nABVjk2{92O<2{CUNWF*U~2!Gh0l^azdv+}|tHF@EG=*o)^ zW^{fpo^Ivjg$MF^;s0i0%a8g2UZXP>3v&FZ5)L9>k-r`yB^u_BmC}s$g%mg7A4-*| zw;wB|>F9+NH~zOuB}%JNx_!@B zZ_lX+9>`Y&|94jnbm39C%O`G1-17}^ufWSvWEA!AAEF2^!YiXM+QL> zf1w8KvXbJdp;nfa0BZ8p0~4`Te{L5~%FR)RHw_Y~uQfk#nX(3Yw~No7glnZ?FPAgW zi}0Z1)#&Gg)I8OEs>E9ZZ|3^p954R065S)dg!H%1LOfOXLhhTPWnu3+*qQ zHGT9^u8g5?GNhq*dC^B7Wy2WyCI=dNm-v?7#ivi#+C|O;+rUJ2ylDh+z8s`1%Alht zYjR2}b6IwfvMBG4qO8e8t<2@7HM-~IjRt&SyO%S%*O17|H*^SR;L^WWL6ifd6f}9zDsZ`A z&5!TIZrPmqF@qr8zfc2Gf?K`L9eNEh+Q*pF>o^z?J_}HywEB1#dXrvbAKk>ZP@sOH z{iUmgcQJ0yx5uJqC`n&~llAH;7xEb2;nSwKi?fo}8@bh0p04DlTslA@>5C>IiBq@Y z2^>Bw(;+bVR=gfyi2Q0RG9o6S)-1k`-=QyO79Zh3)~nIaT%@eQbRF%oEN0hvwOm~{ zl{1*ukkIso4q;i=V8UAG%UNXv4g@^sVTn~A5nP?#Q{(64bIep=Y7{U&;~rfLnXHTxu-34|YPGxfkJ9eeC}4cXK@y)eOjUF_!&C+V z+ZSrUF5@WPFGZor=~S5EmyK~XB=K3}i~A*=?x`=1)TcOd#upJDG`t%9%*A+6O*Ata zt)`hBNi}YUG^i$;C5=|o%#@@WH(Rp0|NG^7K@Z39pi5^}PWK-JBClSHf9K2^78K>y zctK5eMS@&@4GW4gY`mZ*$09-96Wj;4A_r?u%fTSN<){HEJFMB}gYwfokIAE}i*g)# zEfk1fXn*0-V6~DD=Ety=KpI;akjSj=+;W`ebUeTT<#QgESgrBhgJo6Gl?r;#M$Y&y z1Oxv|;cslZHNK0cjiLKKXHX^KAmkPKYiBMP{^P7%5YFT0n0)CTBC-622#(sD9KT_M z1hcO-KlEB0J)V(mar1_Tv)H|$VQtxAS?k4KUMQHewZj9!-sk<_Y_8d)5b=?Ak1~~m z0{IK=FHGNM_jZ0Ecjf2W%|M~uH82rd6Wa%L`CYTEL=47qCX@mV5?&TRaspUw>PPYB z(VYH+LBRTj8n7d?IqXQ8-9q`yZhv80t!n+z<%XWai4R2NROuN*ZU&Q zX@_=n@luW}Jir3~i@{H+Dk zLhx=}2>ePH?Qr7VS{*&{0BIziCmT*Y#5{W9g}6rIg~6P~){^K)8@g_?>~ewUEQu;a zD0^K6u%@3GcUg&ueD{lYd8##pk29{b>P3gvZ}moE-Bug+@#@?-N0!ruHAv8Nt@(ku zt@SO65I3GV>st;6tj_|JD6RhaKmX;7sYxw@6mS{AX zv$SM^LeLkjFcxQR9Bbp=rK@Sm?Jm-mvvJJ8gtRw}pswQiZ{?=au7jN7*&sp1wdRKb z?kFura5wG&&rQ&jBUZJ9xX2+eg1hkqcy8wcu!?GZtdxB=rw?x4d$*WAqz7(9eaR`R z7ASJ!g@A^VL%pj;op1Z~*}T}E-k`&B#o}H1r_h!Bu38^5#Nl1FzL=bcZy8;JDf-WJ zg96iGlTuQ0`I$o+~fZiXw=XrEe z>n}LT)k{O2AMV%u_|T#}m$oFoG;{y~Ouz2tD7gYF~V@I4y7&E4{vOF)_9({W(K%KRl%WO(VTOdX5cI^M7m` znm*w$8(fc(nh#Moa%>x#zU43*T+ef;4dhmPnq{elKd3CV(NoHj|LQ4~r4~NPhP1Ne zNuE+!YT=V?aAoO71MSlJIc>b2sCSF+j%<%wSZMx^*$%bQxXf5vyTVqBFRGo)jGJn6 zwsv&^LoXgYrEaP#A}hAKr!c)TkI_13I5C?{vut*be+S_2azziHL|hLVRD zX?RjNlIA!M6Bo6=M-bPvy`AD*yL&*&MQ!d8#5L`0r#RQv(#w0Ra>H-NzhxEJDJAh_ z*Kw2QgK-rp#zt2E^+7r))03n}*?&~&O+h$7x+@Y%(xbw0ROwAIIY7EAFqQ*E)LOpa zb5i;XMX3Sa%H}u60Ww5@qSHD+hCbki*7Ba|@3!^@q&eQRK5$s@1H16oX&NXY^#ddN z?jC*Qh+Y6gwK<{}5f2zGO?OjWSVoSPJSKFSqa`1QC0Z-aL9SU7q?{FJ4GDqYu(IE? zl0M6EuEC-ck~xlZ3lti^)uWM^4^|nq$j4FHG{t=?T^oE@T1JiUaa1;~Zl6lm+*&)^ zg3O5rgE>3fBph-XPXfyU7qe0R4vbJK*5sHYRK|lUbA(#+4HvtnOA^{fW@rQ2S2>zU zoOlE6b`y7U7TrHPvfUQIP;0i^A|fju=<(0pUA2><(}y&&$2SRJf!X7m9~@9{)xLm{ zQ!B>nE4Ve^0SVk(!#eT)%Bbxeo4^)9ZvtB%98y&DcTxL#d`p_P)-EchBFdA2!Qlli zPMxe43q5KXIXG0{$P06Ds3IRw&@Z?l4>v@QEa;5aSI}!dO4NbQ>>^S%vNIz%h%!4f zW+P1lUVL`nPmJ9=cgM|r16XJ@z4$>i);i!Az2N(EkM0<4QK8iI;I^??sI{9S7-n4T zX?nPrY_WemEQvY0DLRoMxZO?B8S{YDy|ix#9_e;&QTtN2jdehgts@&3=G+}uWCK`8 zHH&NzjkOMpvg_FD*5Q$ZvIZ17%~5s}iB%3b@;UA<-eNv-YU(ke(VUw4I0q&qOOzw; zBP3)EI+T!(nG$kfx#5!UTkdlXja+W9@S)vYZm{BWVh=R5mwbt`?)Jwv1q~`Bn+xrsp1(2>3>Kti7BtMaU*Z=en>_%>W!E=Sg( z78NSZI@HEGpt3Lc-oD8u9x{&=+MxCdZDJizby}ga6SzCB>IATmYF3>f+5uH(p|3U^ zS#=yD6q;2BoK!Ric7ZMU5=6>zcMGB}qa$~+8Ss#8?qoBfA5s{q3v+xuwlK7?y@jET zc1R7YF6fY+#Etwv$5Gk%eEQPT`PT=Uf@OUp+k_Ut`65i+qmFC}40x0Rvnep5A5gu#(=b{V z8d<$s)V}J~#!3(xmE0o<)}weB`L`9!Y3ZdV7Vs;%l8n4V)Y-bZ_0? znR6Dk0~gtUVl4{_erjJ2mKzm;qseUw!GK&>3=WnX6@;V7ZHmHxTvr$d*5#J*Eutg6 zzKn;=H`nEAKFag~=gM+h>UMRcbH!sqp6Oiiakya`@b)kHhE7_1;oCX2){)+R1rE`s zw_inO_0|Eau(GoH1>Y~)X+q8ct3d|X(H^iG{DO`7b^nI6Isu$9>^|tZqgOgd*qj@lYfh%`rSO(a%1;QOd( z2ij#N&)tpmeE<>)P2Y!SC4B=6UF$*~Z5_GLMR3q%E_5*)X&Pwb*0?m4Tw2DhsUzDs z1rEJt8>b?(dg~gqpgmc$YT=2?xyCF8gvzg3LmS6P$_8ApYrgArV%;)2(giDkq11H2 ziin(+KkaW~UHrXyGwS_u&1wV<)!#SMw@$ZK1?e8xHM@2foZ3tBBX`Zl*idfnnvLTg zQhb$racuErz~16pGg6`s3>uZNk%PuSmpN$kvIgoqN0YaIj!du`urI+JBPG}Y%B27G z2+I8aH?t*TWfLxB1H+5Wa;trrBZn6r6Dem7w0)cd>cNI>Ic76n1NLTX%}9wiu+~!p z$$TB@uy%;hW;(3FN#cIf-(qjcUtP{7vuZb4Z|M1k>2A{8)F4uGGOqdVS9v_adrP>gJY7!PvIHmK$!Sp%a?%V#}ulnF?PGe?=8^?+oXM|EjzvJqZyvN0dY z8rb}^tuF_i_?5yVZvK(TkZNxJkuh2Hz}TX9t~qjS5o1HRIkt%7vh<;1YV5KaTTC5f zZ!rbyf%>AWLXV-Zxi!?TMy$`>Bs$P-a+0e{MMrj<9up~OcAGv9XYqhPnxh&wQjYXT zx2TY5`lH)eEcAf1qy|i0RChtT8QWZ*uw+st4`A>mS-R!>KjB zA+uPNi_=-LD<=LgF}gb&H@X|3f=NGbq6OZP<~Oe^Qc1;TV4-#AZrAMe=Z;)xHQ-^7 zxzK7v=R)=SfxMD7)b|f~Z<<~Au`zaizaWv{2Kb0tsR&V?e#sHBWFYo5xUJ8 z5jaWQKu5E;ZrmK%(RfS7hFO?g3%ZQ3a5{-#5L(}#~}H##kER1Za(=QJlNWU!-cPEtPRT={3C@f^a~ zpP!TME)nRG3c4Ls8(w9!qnW%&gMVt8)Jz;s4(mpn0XVvN-Ol@*8*LJ}V0L?>O~SWq z>bvPV?@e8AcqK0?>KDh)@t6-L|LV}3j=yKKZ)TXir{jd(b$tF53|EXW{Wk}jt`OMx zKa4fr%=zWhP5{q}MEJ+NMDQq_5E;#$t6u-}&0ZHT664@zuM3Bh<4$_H;5kM8dgefi zY>r{oHx4Z!Jy4u3*6sejne|&A>JISKKcyIs7ISX*??s1o;k%92H2}?YkKY~G z%+L08kJL??pWee{Rg6$_&UOzGK<8Jw_$g(r^|~fAPT#GE7(!>xdR+_%UC#oZWLOiH z_N#loj0+_>6BYy0iTS^u|J+}Fj{o!D*IKrYlGlQKyqd4({8k$6`I#Asl~eM1(UEd* zTEwKbs}$A^#HskGwKA+Kxuvj=0GhwtK~J(Rr`eu%ol_>aU*28nXS0von|H~bhd70GZqWA4iUzYuZqRKluGYr^bj^Iq_!ua>}ag@AB-Lk zvFUQXaz=Z+rcJPjPEZ5rRWkh$yPTtX% zv(2j;8lu~6Ufoeyx3zv8eBqAqO{|2@xjdp18LHd$6 zZszQKA7p?P?aueXFW8vB@9Zd)G21m|1g!_@F~fgk_YwUhFzKgJ_t5_lTlI^>twIOL z(;ZR7{_S`+1r)I8CqotmpRhf@I>4Ut^qw2f`{H*y-ktoPM=;4`fmLr>0!Y2JSvfA8 z<>|DTUY2r;dd_C$E?{VEH!F8VJhY0Jr}J&SBuayHO7ckhF{-#?fDPSMTz$dDSc|>d z_{QlU)hzv$rbosv2qS)pssrL{dQL^-`iBn zJH=KmERE>k4QQx*B_bq=-BV;I@q-yZ+P;&|6XZ{kB`9P)-;f-TX1Cw|n6B5^&~DrP zCTeoVrkRBHX(oT=BG}WM*J*!y^}rT5qB&Q1|ftCk%pIaX*4?uEv`b9P&MXu>wZebZSgbN0~m!$a&F2Jr#u zI;|U>$vL$;wC^WscE+Y_3=XOBoXC}yI5H=;b(L9|8W)S|j7H#eLdmXTIaiqt;KPRY zDzkz3Y{pQtI)56?st1MO*z@QT-A7`T-JVCprSTm%JhBhX*{&BR8IKxkROpO7k1;n1 zwYJ5CkhHD6vqa=}JG>&t_PM48ro}#`0q5p0kNx zLqcr3iC;%yecc0G%rd%NCi#Ok3mST3XQvgFb$5^8@I~l;2-mUlM{pV#n&Sz%jyRy0 zUJJO#FE`H~l%MX))l}XRFha2chT>NuI!e&)G17)m)+CQ6oU<7nm)lw*^T$YC@Q~W> zGj;{ID>^4}_d-MSl_@@dp+Vt7b-d7^;<4QBHrhp>QHpb^uv0w0jqX5)^tg@gh|LCc zFDLqs%;dhC?Zk^=Avs=7jH9vE?p~Z@(`8Rw!cDpPy|{r4#c?lg#AMMutsF#m6pnFi z2B$^~49TjM(+WtjbxO!p-0eeJu;)z?qO;36B^2R7UwcX@3g?8hc99@j=aN9qE)oM1 z^4e|hMjV#dJ>a2xMRw()+-`%1Ung{QS+17m4|qE9Aw3@ObjD{hx(5_)5sa6^;3zCN z$67tLpdmgUP*_n}w{>d6ONfkld^~5J-4# z1x%Z7^;x;8#`4u5;CmT!fyyBh>ld|^(Tdiu(@oqg!S{maBTORuvPBjxa{e}lu2_KZ zrIwIziSlcjayOyDRK)s^>8yYO@vENLqZ9X+6!(5v$_C^&$-E2!&KJR1qgr`Mw>-(( zo}8DAAoH@uv=WvBCX4w)Ign0H*ak)>Z1Xc`s_O8n)#~x-KhJj$sD&;zA3a%15y>5% z#)F!dB?)O!!-e`=+AB3bpHJN`*!MTZ`tk!hf+nhR@^GOC80xOIOr%V$W@~^y2Qoig z^O+S{UXoX{52AqDH!XJ3{q?xoRHSTqdi}xsH$?*eKDF+&I8g9~8j~o$-9b4kX60g6 z2-+K&w7>%O^VdB#(SN6t{=86|SZ-$XJ1}2XNC41D!M8dU@ODpO|GU}z3`W{nda6&-du;;&3c!09fP$7@~jS(Sk+3NtM%NvEor;O=9C;NZZJ%v zIeLRiC`n$(832bmEaVJC=A0T-zo>YY$dePg{BSDgb)(fs;Qi{O$gEx+o{KGRc8f$G z(^d7`-4PDYrSri?9G*-6p3S~)*Xs|PBG+xUb!6~7ukt6*!RWttxXAeNh?@Cye zHF-DZfg~^uyEza1h^_kN!PSyZt&>$&rv3ZT>Z0I)O@BL30mV0Ll5)1k$cXaepcEHL09Sac>;oq@husG#Nk0Y}4MSFbijx7-lEM&rw-px*0 zJI1T`k2RF4fuQFZhf1s+lL9)_NjEpje9N2^01C`}g0n{Mu~;!@4q5LrP-C%YRo)_( zEAh-T-KkN}UEF-2$eVl&zD*6RI& z2F*7vdE49Uf&W3YF3HCf4MCn8~L1==wG*5frfJZTGYv53?q zuRsr>L*mPll60!wV+PXg`*w?vynC!48ya5>=?=`|+r{#1Rz!(-j4bxRK8yX|+@c;* z_HNg&3O)^C0B(eNq672v4nM*2fJVfTwqxXJfbH`%`03EjsQzS4HJ9A$S7jvg7@bi} z0IjdZzq8;&I-?I)CAR>v)MIo;Ei^>F(Eh^mIvh%(8N635o~){+Zfr6gN}b@4_>v$b zk%#n{_h}?Dr4;;db&nt1E#%ef$LKK?1LVH00uD{s2lcKkqZL0!!iL~JVZ+~8WXBvw zWROwS@8%6O4Oj?!79`#EW&5a@xMle3w02fpl(Rb(t-Ty$@YVqhX)jAYQmD3%y3VPE zdGMF(QKOT*ebj`6qGudFDNzf^)#l<;dG;iE0l9_%6Bdvis?E0?&qok3AETOlbSckR z`xqkPt5JzhO{3S-f-XCKMEi*4IkMzQWdH>3*PU-C2w;oVrjm8JS&}?a&XYHl00hj~ zKIJu_kS7<#aw!*%lf4EF40y4}r1_Z(l+Ie3-tn+VByoDy0wu~?k4?mHsxnnQ z5}dzEE>6`W&|O1GB1B?RTa?IKBbTI;x3w?=xUfa3#w0T3^P+%dMXPN)+EgOvxye2+ z0R{RuVX9yu9dE?R8@0oKpPIT&BmBH$bS>9QZAqcKvD+Y^G*RY9*yK=RSE*43?hRpzkG(4MRMCeVn8C}J> zn_lWmHnNi~M6{DFj4>e2zd{_n>pVhSi`XTujd7s3=po-Dh-;qkjSAe1&X7K?-)DD^ z_o{=Bl>OVeJKl8qpgOA-w^sC?tE`pD=gB)jk$x|RJX8tPP=$8yyfZ5=L?fR(Q~?M$ zF;wx$#Ht#5P6R=j+}JY$_|Vwbm_(*JZVouY9>xX+wCK2-pSe65$-A1(S8_*3M)KAm zaq>E3VpUs^SQD{oqm#EFg-GCk!*w-b2%E0PXBq8 zI`IrXf{6JTmH2d9L8~buQPbNBLI9g@D;U!(MCEi&BRbk~EGW|pQG)|wUx=FDnO-+l z<&u`B@1kL4;K_9!Pea1VE4g$4L;-rGOSH>S>usg&YMQNGb3EtU$Lm zRdgCGy|p0(aQfDUF^Nofk=5?kKNE(gH>C^#I^RXss5aj|8h2&z5k$<#sKlq6v+5CV zYn@6zTzYfnVZiH~Gyk)lw%boPa@>_}D?>!K)~Hs&*~ZORa=~E)u%Y18m_();DSFRz z7dusx8!3Q*5{;BcCRWuxAZ$XLtwo_tuAKo8*wH=&0i3Do1cwi&>#k_sNQg*2!6C7r z;2!pQ8g5`f$Nh zMUGk~H2n?#egibGFA~k9&D+8=IG-2bl z?)YG7@>bRu4SK%Z>JeNdNUh{B#AbEjPEUzqmAsN8pdbY+IU=Yto9Jz{)udQFDxSzf zl$A{Zn9imkkkzPVyKVHsaq_Yq0e}_Dc8o|&dL%l(SXOg60!kl=IuJ1WktmRfRgZh( zC!EvAJ?(?de%!;DM5enl3Lpp4BXZ1CkG7|0v^RE9?&RDey`8W@kp#Xwvm+g(azWFs zWg$C-(JBGjuhKJ9TB=<){04TAmeYFMvZ%JnyKYQKD8!|0W)x0Eb@V2RS+-ktg~;Ti zH{G~UilaB(@eaxKi(peI!hRf zdZV&#wKuxsi%Z%BLfiX=@Z^28{n${Bn>G96vUGJTQ}l@?Ir&y58xvA-E0Z0EC936j z6?G*WtK{W(0}$e{{BA^GWkZeB!(zUTJn~~3DF+F4b|VGW12T8D-|gZ%tj1<8FncrC z^O8hsSg<;aZYawc7BC1zw8MfLnOOC(CwfXbeb_UPhdqQyOvV6YH5Cm&#sFkBg=NhE zgfKhEE=QAHDzZx^(*tVSf?t{*m-GR32nBjSpbmprhb}>j>S9*PQC4~hav)I&0y44c z610>HxalQm>F*`+17|`s?W@jrv|mKzYr1_7B(e|4#H!0J`6~rwdbuTps3@?-9;K8f!w=DgAf*>M|6m=oowrW)rWuS#ACE5kv^j9#DzdVqU(&ua(@x; z2y`M(Yk^)dd}y=gIG52An(-yRS`CTMq$vzThxWNQ@iba#)!gE;T* zQQ@4jYB36CM@2DtF{*)q2rNc5KQp)52Z_*av0N|c8d_Z=lDDNtMQixFM1`VwziRhGis3~k}e#A}0lH66E*O&d5{ zQxn{;smb>6>Ywa%+IqMSO+J`4sVyU0IwC7aaLL;mY6x&+%ZNiIK0RQJcTuDd7~4%0 zexk#eM5b4mX*2UidW6zfm}?A}=U12=E>Y@f2E7wdekM87hv5zcq<*3bWMWmDMYmL6 z)u=dmv#3V_FE)$%U+viN`8E)As5r*?jOf}c+jqM4*S+J9e0 zzR&a|1xl2p9-D}D4cVQ`3YlI*2myq?hA^g?p8GQ~6iH9d{TZlydJ>|Up8GR;;5FLs zk)EDFiPFse{P9PlPNb0r)LX!HOQ*D5q zosWuj@i;o{mY$tJiL%pUo8^cCXY-{T%x4iZiYBhHiCE9~o-8NzHU&{((&u{~2GoAO z=YQtZ*1Zaajz0FWbs*sNy$X;!S;rnbu32|}BVx!($X%@C9a&@+foNM9xsx?=_onyT z%-Xno16%3GPS#Z=oBJ$Q0@1cIGTHii>=TlFzfAS_c&6vvwu+iV^?-R6U|Xh zI9BP;9&0HS5OE1-g0AgQ- z7?Z5m4HgB^D2;AhkA}tR4OV~za^GMDAzc>BORsV)-YbjuT^8?;W^se0EN((rgqjP{ zW5s;U{T02wE6Q8)DUtvP5-=AE0$733ob994`;2Nv5MXVZGe#vo)fw+;!$NfKD!DUu z7+^$a3|yjA{osCeP8X_CecfH!`JM=}+EEA)p`zdnrT^>Dd3! zDi2$@BSRN>+lO>3UsTq{n;7JBK?!As+jiJ0h`4b)l|{ONYseC0!>pkOj#X>JFhpH=cAIip>V7 z!It}oPZH1xBf5WEG?2-Itr!ggG1!VjS&(it=}M^WDcyibM_=mOkED+-z0p*75ak<9 z70$9$Z+S%*X++yCle-Ux0ebY7z$HrM1fYF2A~%wq00aOsH~|=unAE}#{eFa13XcL# zEd2OinOJ!ruHrdy@;H+bK!}lbjY(wc%+l4od^9Px^-}mE>iLon!$e?^fHO-`Ae*kn z`92Pv?vj&>5dU0V_ zK9=St@3K&EknpmT;5kT%>Ja(U>3&0FjN=^f)_Bl@4pE15ZSIw|)wz@0PlvP)uUi)Q zx(bVN5I(E0I2>PCfJ&rl5XIVEFm*2bsA?n+qGB`%z#u9P<;+o2ydY9_E-GsB6i+}w z$~72E*u<_nTK=S5u6Ix96?59DEBKQ;+6W8^(9uSLtVZ2K&T%eieCsoaR-Dh~v>G5A z&AX}7qfS^T#9K?9(O9cGeH6v!S%pZw3MsdZ&|H;00u!p zD<1^18nfjL;;7n{)pACFP!+VCQ3O_|HehoJp#35=!CqFICoGIEa*VHMO5T9og$j+> zfZY{~g({C*6q$C5mz%4ouqAukIzS;49=DE2tWq6XspIw~W%8jF3laKoXvK=rT?(Bz zGx_pLp#(Hap^U)F%w`rPknX;V4r^sKvmqKZ1&qBq{?fWr9K zrU$?w7jI<`L}vBxc$fR^E$86oZ#ai{lVUpE(}hP|qkR?E3H+Cw(PckAZ1~~9ddLj* zSXgTYU3vPjTYvH^W<9_V{@qx(RzQl)af%uyWQ|i81zLh}N{vm#%3sG8aiHp1lKpid z5(L0s7lv@LQ(M$r1V5J%Q-kC!Y7z@VutiOVu@rNVEiWJn*YL6i*#ZuNf@)l&+1V$2B~kVb_(=>IS$+~B0jKxs64bcY%)#UK$!dDJ zsa7v{0W%W6 z{hiJI{AF}J|@5x6M-A{TltEkf?hbFzM zNH+ws#!sTD=b%RVz$bT&`Cz)4uj^gJU!tJN*?vxMORgs8wEacj2{)L%CItAt81S9E z>v*f2yCx!*96h_BfIldE?`B^z|u zcfuSl<%^85enNW`RvoD^xZGqRK*0Cz)yOA08BT6g?qNU9lvf#IzuNBCYke#3-wl=C z=wnd-ILwBRTkI2GzR90YjpBYv<7|>}tw!N>W|0L1wp(w1^VVCGL|iLQ>2bWbsAg>6 zq5&j19^Ps`1MN5d`Gb#6K4zSgpW+?|x1>%HndiC1{A^Qfq+|1Mhgk3tIB?v+BN6Je z^lCJ1jSn&}BY?rOCclM>@7$%epxMbsZcEe&uf7yiwoax&SN9TsY2NSf_E7l_ zzXapUf|0Fy*7;{dW(~Hl?i*mDCjbsX{y!_Z7x-@mh5B<%cw3OZCzzL3tJ8X8aXp?4 zC!)ia2VX)ZX5#{rNL~+rI6a#evK|hefK#7?4pUqe%!YkK{CZB?mL|5HgZtEbfS>~& znVyKO=w%A`gX(DK(mMxaUi&Fnv0YfA63=t=3om(y(l*$7;v-p)Ax??L$GcLU6mEj`~v&v-i0 zA35u$>pgA;C)PoP&U?7_EGIA~1eT5Vb82B(BJ21tL<%sKYV zaq^+(;E55vw|8-Jk2))^xz`-dY$mt-5l;UQtN9F!U%NS{$<6$X-jbf3+$?B>d#~8g zvX*-(?Nt|@c1+O@^tjLscEQodV0`_SNAoi*w&#m+WNuqTg&Le*S_t6$Ny}Lm;JVQ} zc|_*}P6}TE--B}@NZs?|Qz7BN)TPhB`}OxWB^`=b?G{f?uJd%} zHp;~VODlf|q8HwKaP!{DU9MTI|4o+`ywQQCpPSu;Jb1#A!R^Ne0I0tCe!1fY=;Q$- zlS$R;WwK-p5RiLc^_?z69~WLeqQ<(l_7tXtH5MHMpE-RRj7A_+R|P2lq~X zc>lv2%OA-)|1FmgbbgV%K=eoq%^POrdQm;$iJq+bgS)YMp&;b1-=pX1_Ox1bLgzqE zYTBRHv^4WB%s+Fk*)T5;YyboR_`dQWM3vPAr4kPrh@3sJRQfj%E_cht|M~A1|3WTjdJ^H} zz3YGCw&e@eY9)QvgA+{t0?IMLtT71eMgGTR_Jrn3(oylVp@JTK2VG!?@z5{eN^K+!Dkcx_lCBY&gra?uOeXv4KADvfI-(cYZdRhGh}s} z5(woKeXYi+dqp>_6PY$xCgZO~a<~y%S8{wm{&v#%b!lEyu4sfME6AV&?EpaN`|CPc z8a^?gYzKCfJkQjwGm$2Pt0eU&Aj0yILm|B9;BXL#gEJv~1We3?JQATkPYu91Ir^k~ z>Ze1+*nb6FcwzmoTsmH&Ywf6v8V$(cTs-^|1TXz5L?ig`gpq#go64WouVg8o@?eb^ z0E39{gd$F^qj^5L$uD!&oTTe}0t(ghr_*Y6KEI&WTsbBNx9tt%LEZO+I$v*T2_j%7 zfnOAWD955q4Gxzr1c>;$5OMw92Xa;FS=WIHx7}ko)%sE2#g2-#+oIdwfFJHJB}Uu)_7W@aO@DWPf2B zujdbTxBLay}yQY`vBG1)eYl@Emiq_O4)u>cF zd7d5i$HS=ZBZ>L|NQC;jI|0isKR4f&o!g+tQGE`k*FUP=$S2oZTw;3>(fQP%uw!s+ z6MX2C9Snaata^R`@UyDeNT=6<;Pr<9hr`sZyEtx#%NgPRmI*bO5%|c9cTJ5mp)NBt zM^+BB13>GK0E#l>kx1%y8VA(@t1yE-*#H<+eCMP3IYFL_cdh_FQ=2bJz~K1BrC8l0 zeDeQo|LSvO9#+SS>U6a|<;Mbf_C({gd2|=x;FcqYZQ(ehJRvp{TM;M!KWBFxcU846 z44dxm?(Ptz1nKVXPATaY1VI|<5(GgI1VOsHySux)>sy!NK3n%b?>_tEkL%$F&$`Dw z$BZ>c%rTq&wFU4W+ui?rnSoG$E%xIrkOj8?<#y^n_UQgm&Yz$CYv7O5%l`b&`VHH8 zDSe>P7WmL#_RfFo`~Pbxe+l&QxF}e#e3g6K zdnJ9Gn*Zmf)NdTwQms^U2gif@&ErgEAVgG{VmqVj3Voo4)lh#Z;_tD0@y@&eW*3o~T#b09mBa1&esQ%6A|Ial3jP>XK_?SldKZ^)t@$s7dk4kK2Nz6aK9RG46{~xc}|1QqQ(!&=Egii7? zbfDzFUpoHYkN)3YI{wcc>VH2Gng!ne=WRTJxq}VcxBTld_}^Ci-(r2-^t4qBMSZOO zz=iCOep|nr@%M5AmsE39jGg?OUGk3(`oB$d`fqp1KgId;fcRT4z0yC93IAh9{`vhA zxU}j$`1|GzBD$4BA*@e6I+{=4;Y{$msHZ=3s%C?88p@aNcFwoF-)lq>f~cY2b_ ze@sVLKV|#%<{=k51;ALn{8g^{)ueZ}B|5FFf-%|Rw5kIDv^q$helvlWRlJn>In>C z1;%{;vaLz}X;c5*6*q9swe9$O?f&b0;s5r;|68n&d8VlzSYFJn_n+Uze<{$QSiwM> zBT30h|31BToy`wy(XQRUG)4aV^!^g-V|wxbd3RUo@Rwha(Z^->e2sJnER*=xOXGhW zr2AuE{Nuxal=izfe`Le%1EtjNf z$B)C}f81vOADUqQx7+N0AL!32uHw4$zc;=9IAZI!ZQQu^zmM~mYWa_k?fqWo|Bq-N zv&vMVW|i`l3YTz+4Xirav3OwLw=Y+?aGC!-(XgGmw{L1T$6rT50s;Tu!+rnw*vF#7 zRtdxjj0Fec1dgzfzc=asvW@?-<@rZ1z{jDVKMt}#q6Fdv|N9vBf9xXk*vcQVKF*aC zA+UI1=RspT4~rRCJU?)0Y2Tt{U<@em-n+nXZs3XDvAqKcCtMdah@XiAKU*b73Zz16 zq(wSpKt^On7Gy(qcFP2#c`6T7end$At}a0rKS6vuD^Cvh5Qa1Q5j5tncUS8*LTa0|C_7x(Z05AhgJ@C?uK z60h(EZ}A=<5OjTjUjSDh1iITcu0VRNQ@*%hU7?zR7iug zNRJH2gv`i_Z1@B@@F{X35AxzOVknN1D1|a8i}I*|N~nygsD>J-iQ1@x zdZ>?vXoMzcisop6R`>#K&=&3SB|4%Lx}Yn%qX&ASH@-q&e2xD21_SXe24g6OVFX6v zJB-FyjKc&>#AHmt_n3wsFatkg7JkAU{ET_{1q<*i7U4H6!7?nzO02>fti^h4z$R?Q zR&2u#?8I*D!9MKAK^(#n9K~^*z$u)@S)9WKT*PHu!8KgRP29pA+{Jx7z#}}yQ#`{9 zyu@p~!8^Q1kPQKXA~-@I6hb2`!XW}8A~K>N8lod6Vj&LVB0drz5fURQk|70BA~n(= z9nvEsG9e4HB0D}oPJD{o$b)?N3BuvIse2?k)0WN9!7&`iNu0tNoW*%uz$IM9Rb0aj+{A6%!9Co^Lp;J0JjHXo zz$?7QTfD;u1lbrM7=j}tLLm&oB0M4>5+Wliq9F!iA~xb69^xY*5+MnaA~{kZ6;dND z(jfyfA~Uie8?qw@av~RUBQNqHKMJ5A3ZV#!qBu&R6iTBk%Ao=(qB5$W8mglvYM~D5 zqCOg+5gMZ@nxO?+;tRA!TeQQM=zvb>jIQX09_WeQ=!3rKhyECVff$6r7=mFKj*%FJ z(HMhq7>|jVgejPcX_$@~n2A}KjX9W$d6&Der% z*p8jpg+17d{WyR_IEh7&l6(>Q~3IFF0Cge$m;>$rhixQ)BGhX;6w$9RHgc#fBN zg*SMM_xOOIn*szw2!upvgh4ojM?^$I6huXI#6T>>MqI>00whFYBtbGHM@pnZ8l**f zWI!flMpk6QC&+yV7ifdFXpb+^5uMNlUC|vq&8OfM2l)zhMcMVL4V}71m%a)?))UVKcU3 z8+KqPc4H6rVLuMy5RTv|j^hMQ;WWO7Vh9K?&AR-;W3`#8D8Ke zUgHhk;XQ(E4iFT<5dxtQ8etI*5fBlP5e3l@9WfCLaS#{rkpPL17)g-~DUcGWkp}6I z9vP7dS&$Xk@dC&f4(-ta9nl$G&<)+u6TQ#}U!fnq#sGYSLHHI!FciZv0;BL9 z#$YVQV*(~&GN$5tOvewHi61c=KVdF@#(eyOh4>YV@f((68CGB=R$~p;VLdit6SiP0 zwqpl&VK??-9}eIk4&w-p;W$p>6wcr*&f@|u;WDn`8gAewZsQK_;XWSX5uV^Fp5p~x z;Wggk9X=q)mH@#J93c@3VGtJK5do198Bq}pF%T265eM-Q9|@5NNstuDkpiiZ8flRZ z8ITc~kpvVsOvEHi!BkAcbj-j^%))HU!CcJ4d@R61EW%TK z!CSn?2L#<3AQ(a*Btjz$!XZ2&A`+q?DxxC>Vj(u-A|4VTArd1Ak|8-#A{EjgEz%Sfm*1Ix~PW+ zXo$vWf@WxrmS~06XoGfWj}GXF&gg<}=#HM~g+BNS{qQvg;2R9Ww-|z<7>*Gbh3_y1 zV=*2RFbR_}72jhze!xuph}rlFbMZ6g;}ZplYsDrwwj|OOj#%PLWXn~ga0JsDBt~I0#$X)AVsUZ5Q8unLof`(F%qLN8e=dH<1rDF zFa=XF4bw3LGcgOZF$Z%o5A(4A3$X}`u>>~)4+ONji+gy0hj@%9c!uYAiC1`ow|I{a z2-+z?FoZxzgvO)J0iFfu+-g^#KF!70qh9x6KMvv$j^HSc;{;COG|u82F5n_A;|i|f zI&R_??%*!&;{hJwF`nWXUf?BO;|<>7J%a2A5EQ`?0-+EZVG#}y5D}3P14F%b)K z5Et>00Ev(oNs$aGkP@kp2I-I<8IcKDkQLeS33B37~Q4y6;1yxZUHBbw+Q5W^l01eR?P0$R@(GsoD8g0-H?a=`p(HULP4c*Zbz0e0= zp&!1+0DOZ%_!dJj6vHtBqwpQZU@XRC0w!THrs8`{#}Al^A2Az0VJ?2geEfoi_!W!s z8GOpqp zZr~0KpI(ArT5;5EkJP0g(_HQ4tL>5EHQx z2k{Ue36Tg%kQB+00;!N1X^{>YkP(@Y1=)}tIgk^%kQ;fC5BX651yKk^P!z>c0;NzI zWl;_lP!W|;1=Ua;HBk$7P#5*l0FBTXP0c7LN}&wO zqC6^~5-OuAs-XsIqBiQF9_phZ8lefAqB&Zi6}~_lv_*S-iH_)mF6fHx=z(77jjzxb zU!y<1!9aYA!5E5R7=e-a4x=#^<1hgeF&R_vJ*MFY%)pPBg`Y47KVu$#!2MfeR% zunfzw605KVYq1_1unC*772B`_JFy#kun+rj5QlICM{yh{a0;h!7UysQ7jYR^a1GaS z6Sr^&cX1yN@Cc9b6wmMiFYy|0@DA@0WOsm|2#yd4h0q9#aEO42h>R$RhUkciScrqT zh>rwFgv3aSWJrOONR2c|hxEvZOvr+)$c|5t6Q3eC@*p2RLjin_LMV))D25U!iP9*8 zaww0AsDvu0it4C=TBwb>sD}nbXi zhxkZ{L`Z_9NRAXph15ukbjW~=$c!w=hV00JoXCaT$cuc)j{+!&LMVcwD2@^+h0-XC za;SicsEjJ8hU%z^TBw7%sE-C{gvMx!W@v$y_yVob7VYpQI-nCeqbs_h2YRA6`k*iR zp+5#-AO>MDhF}V8m40gW?~j*V-DtG9_C{K7Ge<=V+odG zIaXj5R%0#JVFNZ|GqzwGwqqxDVGs6VKMvp!4&x|};RH_NG|u20&f_93;R>$eI&R<= zZsRWQ;Q=1vF`nQVp5rB6;SJv6Jw71l-T=W60wEC^VGs`C5fPCP1yK{%h8@_6-PnVD*pGuagd;eL<2Zp+IE}M7hYPrf%eaDTxQ?5+ zg*&*5`*?syc#Nlbh8K8=*LZ_>c#k0a0t7{Hgg_{SMp%SH1Vlt+L_st}M@+;*9K=O@ zBtRl0Mp7h03Zz78q(M5QM@D2q7Gy1WLwj^UM|4IPbVGOaL@)HgSLlbY zF#z9S5Wd9_48?Gaz$ko&F&K;Sn1D%`jH&n@)A0jl;z!KJPne6JF(1ERA%4YT{D!4i zh80+e)mVddSdWd^ge};L?bv}`*p0o|hXXi>!#ILtIF6Gzg)=yd^SFRZxQwf~h8wtv z+qi>!xQ~Z;geQ24=Xilvc#XGshYtv{KR_@9M@WQ17=%T5L_j1&MpQ&Y48%li#6dj7 zM?xe*5+p@(q(Ca9Mp~pp24qBLWI;A$M-JpfF62gDFcs4<9WyW!voITTFc3M4JFyFUuowGr0EciGM{x`%a1y6+2Ip`d7jX$!a23~a1GjJ+ zcX1C7@DPvj1kdmsFYyX*@D}g!0YMK02!;>{iO>jxa0rixh=eGJis*=eScr|dh=&A7 zh{Q;OWJr#bNQE>=i}c8VOvsF^$c9gl1D_%n@*pohLwifX8Vny8IBsE7J!h(>6Frf7~9XoWA(25r$EU!o&Ap$odAJ9?lOdgCkf#nOmr_yr5`D;DE7EX6Xc zz)Gyf8mz;5Y{VvP!B%X?4(!5i?8QDDz(E|w5gfyDoWv=d!C9Qg1zf^qT*Woqz)jr7 z9o)lxJj5eB!BafP3%tT>yu~|wK#)TLf+09UA{4?PEW#rKA|W!OA{t^KCSoHF;vqf~ zA`y}xDUu@vQXw_cA{{ayBQhfkvLQQiASZGmH}WDM@}mF>q7aIpD2k&5N})8$q8uuq zA}XT_s-Ze+q893)F6yHJ8lf?oq8VDCCB8swv_(67i4N$5&ghD6=z*T-jXvm$e&~+@ z7>Gd_j3F3?;TVZg7>zL)hw+$*NtlAEn1<p46IE^znhx53IOSpooxQ-jRh18mq(NGwM+Rg5a%h{>3O?=cNOUr zo4AELxQqLEfJbghK>GL}WxkG(<;C#6ldz zMSLVcA|ysqBtr_ML~5i#I;2NNWI`5XMRt6GocI*Ekq7zk84BQY6hdJXMKP2>Nt8wz zltXz`L?u)~Ra8d})Ix34MLje?Lo`McG(&T=L@TsL8?-}vbU;URMi+ELcl1Or^ubr? zhp#aJ-(V2F#Sjd|aE!nxe1|a@i}9F%NtleO_#V^o17_k!%*Icci=QzczhEJL#bW%1 zrC5d)Sc%nGgLPPsjo5@O*oy7gfnC^*z1W8XIEceIf@3(2lQ@MlIE(YRfJ?ZHtGI?6 zxQW}igL}A-hj@f1c#7wEfme8qw|IvS2y!$)Fa$?PghCjEMR-I&Bt%A3L_-Y3L~O)C zJj6#rBtjA-MRKG-Dx^kQq(cT|L}p|`He^Q*m8<1OCd z1A+_>5DdW)5}^$p*TvS6w071%A*1*p)#tX8fu^>YNHP7p*|X-5t^VW znxh3;;S01uTeQcQ=!j0}g0AR}9_WSM_zHdTHTvTl48*q>jG-8Y5g3W@FdAbq4ihjD zlQ9L~V;X+I4E%^$_z83HGv?tJEWoc=gx|0P%di|Pu?lOj7VEJAo3I&Mu?;)06T7ho z`>-DeaR^6n6vuG_r*Il)aSj)75tnfV*Ki#-aSL~F7x(c1kMI~z@eD8U60h+F@9-W$ zMg|Cq;0S?G2#v4^hX{y>$cTbyh>nwgu*C_Vkm)peATHt~0TLlGk|G&W zASF^G4bmY!G9nYQAS<%t6Xe9F$c;S6htE&|pQ8{8qbQ1@1WKYb%Ag#|qarGy3aX+y zYM>Tsqb};90UDw)nxGk)qa|9QHQJyZ+M@$HqBFXn8@i(>dZ7=#LO*e2EU|gwE)SZs>uY=#4(;i+<>j0T_ru7>pqp zhT#~AQ5cOe7>Dtgh)I}&shEc8n1Pv?h1r;cxtNFfSb&9CgvD5brC5#?ScTPCi*?w5 zjo6GW*oN)ciCx%(z1WWfIE2GEieor|lQ@ktIEVANh)cMFtGJFExP{xei+gy0hj@%9 zc!uYAiC1`ow|I{a2-+<`FoZxzghm*ILwH0)Bt$_}L`Mw7LTtoEJS0FuBt{Y>Lvo}< zDx^VLq(=s1LS|$|Hhh8{_!PO22YK-s^5b(9L}3&`F%(BhltLMlMR`;}B~(ULR6`Ba zL~YbTJ=8}-G(rzD9q1gMs)KgE17t zFajg-9Y$j;#$f^`Vlt-SdrZR*n1LTL3qN5Fe#Siff(7^$i|`wkU>TNUC01b#)?z(2 zU=ucDE4E<=c49a7U?2A5AP(UOj^a2@;1o{dEY9HqF5)t-;2N&uCT`&l?&3Zk;1M3< zDW2g4Ug9<0;2qv0NcR9i5gZ{93ZW4e;Sd245gAbs4bc%3u@DDw5g!SV2#Jvt$&dmm zks4``4(X8*nUDopksY5PCq6}P(+D zBQ{|RwqiSWU>9~{FZSU84&pG5;24hMBu?QB&f+{S;1Vw5Dz4!MZsIoX;2!SdAs*og zp5i%P;1youE#Bb+g7gRw48ai+p%4aP5gri`36T*M(GUYM5gTz35Al%@iI45u^#kr`Q#4cUu3Z+pN$jI7*@v%AhRDqXH_SGOD5)YM>@+ zqYmn!J{qDCnxH9~qXk;w3$#I7w8xj|h)(E&uIP>)=!M?+3Vrc4`r{i6#J3oXp%{h{ z7>VyN8e=gI6EG2zF$Lda8h*eG{D@ij33Ko>=HVACz^_<@->?MBupBF~3Tv#+fw zuo+vi4Lh(CyRirRupb9;2uE-f$8iFua2jWE4i|6{mvIHxa2+>s3wLlA_wfLa@EA|= z3@`8!uki-&@E$>W1qh1Z2!T)tjj#xZ2#AQth=OQ{j+lsrIEah*NPt90jHF106iA8G zNP~1pkBrEKEXa!N_yjreDRLtZ^5HWSz~?B0!YGPjD1nkFjWQ^Q@~DVPsDi4fjvAeN- zfl>GlV=xxuF#(e>8B_5+rsD_9#E+PbpD-6cV?KVtLi~!w_zg?33@fk_tFZ>_upS$+ z30trg+pz zc!Vc-isyKNS9p!Lc!v)N(mOyf1V>1OLKuWactk)XL`GCZLkz@3Y{Wr4#79CTLJ}lJ za-={iq()k#Lk46-W@JG&WJeC&)J7fDLwz(vBQ!x% zG)D`x!WU?RwrGzp(Gi`{1zph{JI8%7(+1(BQO%*VKl~K9425Q zCSwY|$29za8Tb*i@Dt|XXUxMdSb$%#2)|(omSH(oVine4E!JZLHeoZiVjFf~Cw5~G z_F+E`;t-DDD30R!4U$X5E@|-4iOL$kr4&a5FIfQ3vmz^@sR+DkQhmk3@MNjsgVZhkRBP430aU8 z+3^W-;#1^C9^}JkD1gsV2!&A;#ZUqzQ5t1X4&_l1l~4s$Q5`i<3$;-f_0Rwf(HKq8 z49(FJtF#@CT9mZfR#$y5| zVKS!TdrZdz?CT`;n?%_Tj;t`(UDW2m6Ug0&~;vGI9 z$ngNd5F8;93Skfy;Sm9m5E)Ss4KWZCu@MLH5FZJV2uY9>$&mu7kQ!-`4jGUUnUMwA zkR3UY6SY{-rr z$cbFYjl9T*{3w8eD1;&?isC4NQYekGD2EEDh{~vfYN(EysD(PHi~4AQMi|^Vz|a7l zTg49SDXUw@wa4Nk0TLlGk|G&WASF^G4bmY!G9nYQAS<%t6Xe9F$c;S6htE&|pQ8{8 zqbQ1@1WKYb%Ag#|qarGy3aX+yYM>Tsqb};90UDw)nxGk)qa|9QHQJyZ+M@$HqBFXn z8@i(>dZ7=#LO*e2EU|gwE)S zZs>uY=#4(;i+<>j0T_ru7>pqphT#~AQ5cOe7>Dtgh)I}&shEc8n1Pv?h1r;cxtNFf zSb&9CgvD5brC5#?ScTPCi*?w5jo6GW*oN)ciCx%(z1WWfIE2GEieor|lQ@ktIEVAN zh)cMFtGJFExP{xei+gy0hj@%9c!uYAiC1`ow|I{a2zn|&FoZxzghm*ILwH0)Bt$_} zL`Mw7LTtoEJS0FuBt{Y>Lvo}zD9q1gMs)KgE17tFajg-9Y$j;#$f^`Vlt-SdrZR*n1LTL3qN5Fe#Sif zf(7^$i|`wkU>TNUC01b#)?z(2U=ucDE4E<=c49a7U?2A5AP(UOj^a2@;1o{dEY9Hq zF5)t-;2N&uCT`&l?&3Zk;1M3(+DBQ{|RwqiSWU>9~{FZSU84&pG5;24hMBu?QB&f+{S z;1Vw5Dz4!MZsIoX;2!SdAs*ogp5i%P;1youE#Bb+f}9Bu48ai+p%4aP5gri`36T*M z(GUYM5gTz35Al%@iI45u^#kr`Q#4cUu3Z+pN$j zI7*@v%AhRDqXH_SGOD5)YM>@+qYmn!J{qDCnxH9~qXk;w3$#I7w8xj|h)(E&uIP>) z=!M?+3Vrc4`r{i6#J3oXp%{h{7>VyN8e=gI6EG2zF$Lda8h*eG{D@ij33Ko>=HVAC zz^_<@->?MBupBF~3Tv#+fwuo+vi4Lh(CyRirRupb9;2uE-f$8iFua2jWE4i|6{ zmvIHxa2+>s3wLlA_wfLa@EA|=3@`8!uki-&@E$?V1qh1Z2!T)tjj#xZ2#AQth=OQ{ zj+lsrIEah*NPt90jHF106iA8GNP~1pkBrEKEXa!N_yjreDRLtZ^5HWSz~?B0!YGPj zD1nkFjWQ^Q@~DVPsDi4fjvAeN-fl>GlV=xxuF#(e>8B_5+rsD_9#E+PbpD-6cV?KVt zLi~!w_zg?33@fk_tFZ>_upS$+30trg+pzJ43h=X{DkAz5sBuI+nNP$#HjkHLI49JMg$bxLhjvUB|T*!^Q$cOwWfPyH5A}EUD zD1lNajj||*3aE(6sDf&!j+&^2I;e~KXn;m&jHYOY7HEkt&>C&g4qu`JI-xVVq8oak zCwij~`l28DV*mzX5C&rihG95HViZPW48~zRCSnq%U@E3zI%Z%dW??qwU@qoiJ{Djh z7GW`#U@4Yk1y*4-)?yttU?VnT3$|f9c48OyU@!LL01n|Wj^Y?j;3Q7t49?*^F5(id z;3}@;25#Xt?&2OE;2|F437+9OUg8zr;4R+c1A<-%5DXy@5}^?W;Se4X5eZQc710p` zu@D<^5f2HF5Q&il$&ef=kqT*$7U_`znUEP-kqw_92R=nE7M zL@dNXT*OBLBtl{&MKYv7N~A^_q(gdSL?&dx|Hr{S1&x&~0RWC|+qP}nwr$(CwaLcW zWaDgX+qP{R_y6vB_^PX`&dZ#ds_CvXof%n?4LOh#xseC?kRJt62t`m7#ZdyKP#R@X z4i!)ll~D!NP#rZ<3w2Nz_0a&0&=^h83@y+StkJp30=??-O&TR&>MZx4+Ag| zgE0idFdQQ>3S%%9<1qn~Fd0)Z4KpwkvoQyAF%R>x0E@5~OR)^gu>vcx3Tv#+eF zu?btS72B}`yRaL3u@47u5QlLD$8a1caSCT}7UyvRmv9+ZaSb4F%b)K z5Et>00Ev(oNs$aGkP@kp2I-I<8IcKDkQLdH1G$hJd65qVP!NSt1jSGsB~c1xP!{D; z0hLf0RZ$H!P!qLL2lY@N4bccq&=k$l0MjcJ<$t&&=>tN0D~|X zLoo~^FcPCN2IDXu6EO)>Fcs4=1G6w2e_<~E#(XTqA}qmD{DbBA7b~$EYp@RM@gFu~ zGqzwGwqqxDVGs6VKMvp!4&x|};RH_NG|u20&f_93;R>$eI&R<=ZsRWQ;Q=1vF`nQV zp5rB6;SJv6JwD(QKI1FC;Rk-=H~t{-{Q!a>7=j}tLLm&oB0M4>5+Wliq9F!iA~xb6 z9^xY*5+MnaA~{kZ6;dND(jfyfA~Uie8?qxOav=}$B0mbC5DKFxilGEbqBP2&9Ll32 zDxnIhqB?4z7HXp|>Y)J|qA{AF8JeRdTA>ZvqCGmG6FQ?Sx}gVpqBr`WANpe;24M(> zVmL-%6h>n##$f^`Vlt*+8m40=W?>Hg!aV$q1z3p1Sb}Bv2P^O|R$(>PVjVW%KWxHg zY{fS0z)tMO9_+(@9K<0U!BHH?37o=doDCr0F3&mf1zf~sT){P5$4%VA9o)rzJisG7 z##21Q3%tZ@yumxX$47j^7ktHc{J<~#MxX})1V&Ht+dSpN*WJXqGLk{FbZsb8e17bJi-$^ z#dEyCE4;>Ayu$~4#AkfLH+;uW{K6judKf?u1VwO!Kq!PpScF3aL_}mnK{P~1OvFMQ z#6^50Kq4eYQY1qPq(o|@K{}*IMr1-3WJPx5KrZA)UgSdo6hvVZK`|6ZNt8kvltp<| zKqXX0Ra8R_)I@F6K|Rz*Lo`AYG(~f?Kr6IHTeL$5bVO%#K{s?qPxL|`^hJLRz#t69 zPz=KejKpY+!8nY^L`=dIOvQA}z%0zhUzm%(F&_)D2urXO|6n=(#Y(Kk8mz;5{D+O$ zj4jxP?bwN3*n_>;j{`V_!#Ij#IDwNmjWalh^SFphxPq&=jvKgz+qjE+cz}m^j3;=8 z=Xi-%c!Rfij}Q2S&-jXO_<^7JjXwzdD1aachTsT^PzZyt2#*Megvf}BXo!KBh>bXi zhxkZ{L`Z_9NRAXph15ukbjW~=$c!w=hV00RT*!mG$d3Xjgu*C_Vkm)uY=#4(;hyECdK^TIe z7>*Gbh0z#`ahQOKn2afyhUu7zS(t;rFb{uY0TyC0mS7qF!3z9~RalL+SceVx51X(V zTd@s0uoJtn2m7!e2XP2Ta1_UJ0;g~qXK@Y}a1obr1=nyLH*pJha2NOS0FUq(Pw@;d z@Di`_2Ji45AMpua@D<I8Cj7HIgk^%kq7yZ9|cheMNkyQQ39n<8f8%q6;KhC zQ3cgd9W_x4bx;@e(EyFm7){X(EzlCJ(FX0%9v#sMUC8B;M0GcXggF$Z%o5A(4Ai?A3=u?)+x0xPi!Yp@pUu>l*g30trg z+pz5v{7kqKFl71@ykxsV%qkq-q>5QR|$#ZVk2Q3_>H7UfX^l~5T~ zQ4KXv6SYwX^-v!T(Fje@6wT2BtTvoITfVJ`m0d@RHwEWuLzgXQ=aE3q1Dunz0-A2wn$wqP5! zV<&cD5B6d|4&V?D<0y{d1Ww{K&fpx*<03BM3a;WhZr~Pf<1X&u0UqKpp5Pgt<0W3< z4c_8CKHw8R<14=52Y%u={vhzv0D>SGf+HkCAq>JIJR%?xA|ooIAqHY1HsT;2;v*pv zAqkQqIZ_}MQX?(WAp#33BPQ5?q!oWg0G#W`HSMO?-eT*GzT#4X&xUEIe5Ji=o<#WTFXOT5M# zyu*8Z#3y{gSA540{K9VpdKN%n1Vu1}KuCl}7=%N3L_{P+K~zLX48%fg#6>(LKtd!& z5+p-%q(myDL0Y6o24q5JWJNaQKu+XF9^^xQ6ht8uK~WS(36w%9L&W$%*O&O!eT7NGAzdmti&p;!CI`x25iJ8Y{6D+#}4em zZtTTA9Kb;w#t|IDah${{oWWU~#|2!%Wn9HI+`vuT#vR& z)J7fDLwz(vBQ!x%G)D`xLTj`|J9I!tbVe6+LwEEX;I;_Wk*oe*8f^FE2o!Esv z*o*x*fI~Qpqd0~WIEm9ZgL62Ki@1aJ43h=X{DkAz5sBuI+n zNP$#HjkHLI49JMg$bxLhj-1GaJjjduD1bsJjG`!p5-5q%D1&k+kBX>-DyWL;sDWCj zjk>6Z255-JXo6;Fj+SVJHfW3X=zvb>jIQX09_WeQ=!1UfkAWD3AsC9`7=ck3jj5&nckOf(h9XXH-xsez7Pyhu{7)4MF#ZeNaPzGgD9u-gtl~EPdPy;nl8+A|* z_0bTG&;(7<94*iat_upa+mBQ|3TwqZMVVi)#cFZSaA z4&gA4;uucgBu?WD&fz>R;u5alDz4)OZs9iW;vOF0As*uip5ZxO;uYRt-Q)l^;6H4_ zW^Bba?7&X!#vbg$ejLOh9Klf>#|fOmX`ID5T);(K#uZ${b=<@)+`(Pk#{)dVV?4z( zyueGm#v8oDdwj$ve8E?I#}E9%Zv>hWKwtz#FoZxzghm*ILwH0)Bt$_}L`Mw7LTtoE zJS0FuBt{Y>Lvo}WD1u@rj*=*aGAN7ksDMhSjH;-H8mNidsDpZ_ zkA`T3CTNQ0Xn|H}jkaiq4(N!^=z?zOj-Kd+KIn`77=S?-jG-8Y5oq2&fR<>5HfW3X z=zvb>jIQX09_WeQ=!1UfkAWD3AsC9`7=ck3jj4hH#u}`{di;lt*o-aMhV9siUD$)Y*pCA^ zgu^(BV>p46IE^znhx53IOSpooxQ-jRh1DgZ{3d`P2!`MYiBJfGun3O`h=j<9ifD*|n23!yh==${h(t(&q)3hwNQKl$ zi*(3QbD2MW>h)Sq}s;G_{sD;|7i+X5) zhG>i?Xolu!iB@QXwrGzI=!DMbif-tEp6HD}=!gCoh(Q>Fp%{)47=_Uoi*cBMiI|Kj zn1<SwOEG@_z#<~8C$UpJFpYGu?PFG9|v&= zM{pF!aRR4s8fS417jO}maRt|K9XD|ccW@W?@c@tT7*FvGFYpqt@doek9v|@uU+@** z@dLl`8-d;i5Ewxb3?UE_p%Dh*5FQZ`2~iLg(Gdf&5F2q34+)SEiID`!kQ^zI3TcoQ z>5&1MkQrH#4LOh#xseC?kRJt62t`m7#ZdyKP#R@X4i!)ll~D!NP#rZ<3w2Nz_0a&0 z&=^h83@y+StkJp30=??-O&TR&>MZx4+Ag|gE0idFdQQ>3S%%9<1qn~Fd0)Z z4KpwkvoQyAF%R>x0E@5~OR)^gu>vcx3Tv#+eFu?btS72B}`yRaL3u@47u5QlLD z$8a1caSCT}7UyvRmv9+Zu~1WFF_vH%{=o|Ti&a>SwOEG@_z#<~8C$UpJFpYGu?PFG z9|v&=M{pF!aRR4s8fS417jO}maRt|K9XD|ccW@W?@c@sIa7X}&kp#(*94Q0n-sW1s zN;rz%up+l`8+UOJ5AYC=@dVHC953+-Z}1lH@d2Ok8DH@YKkyU3@dtt51rP+m5F8;9 z3Skfy;Sm9m5E)Ss4KWZCu@MLH5FZJV2uY9>$&mu7kQ!-`4jGUUnUMwAkR3UZ3we+i z`B4CcP#8r~3?)z!rBMduP#zUg2~|)P)lmbrP#bko4-L=|jnM?n&>St%3T@C9?a=|9 z&>3CP4L#5kz0n8#&>sUa2tzOw!!ZJ*FdAbq4ihjDlQ9L;FdZ{73v=)n=HYKFz(Op> z5-h_%Sb=}B3ahae>#za;VG}lEE4E<=c49a7U?2A5AP(UOj^a2@;1o{dEY9HqF5)t- z;2N&uCT`&l?&3Zk;1M3N8lod6Vj&LVB0drz5fURQk|70BA~n(=9nvEsG9e4HB0F**7jh#n@}U3< zqA-e}7>c7LN}&wOqC6^~5-OuAs-XsIqBiQF9_phZ8lefAqB&Zi6dZ7>cqCW;;5C&r?hG7IoVl>8J9L8fJCSeMuVmfAE7G~ow%*EfBkA+x-C0L4o zupIwlC01h%)?q#V!$xez7Hq?I?8GkY!Cvgg0UW|%9K|u5z)76O8Jxp;T*M_@!Bt$x z4cx+Q+{HaSz(YL76FkFnyu>TK!CSn?2YkY3e8o5Xz)$?f9|ZmwKoA5&aD+rCgh5z@ zM+8JdWJEGZlfmn!*xQK@YNQlHpf@DaJlt_g%NQ?ByfK14YtjLBO$cfy@gM7%3f+&O{ zD2n1Jfl?@qvM7fNsEEp_f@-Lany7_3sEhh&fJSJHrf7y1Xo=QngLY_-j_8Cg=!)*> zfnMm1zUYSm7>L0bf?*hrkr;(B7>n_kfJvB)shEZtn2Fh#gSnW8`B;EOSd67uhUHj+ zl~{!}Sc~=8fQ{IME!c|f*nwTxjlI~112~AoID%t1j*~crGdPR$xPVKzjH|eY8@P$v zxPyDRkB4}KCwPkIc!5`VjkkD*5BP}B_=0cvj-U92KM3?WfFKBp;0S?G2#v4^hX{y> z$cTbyh>nw!YG1b zD2|dSg)%6M@~D7HsEn$ph8n1e+NgtisE>wdgeGW;=4gRdXpOdLhYsk7&gg<}=#HM~ zg+Azu{uqEk7>uD9h7lNv(HMhq7>|jVgejPc>6n38n2oWU@88=a{P;x zSdBGUhxPam8?hN%unpU>6T7end$At}a0rKS6vuD^Cvh5Qa1Q5j5tncUS8*LTa0|C_ z7x(Z05AhgJ@C?uK60h(EZ}A=<@Cl#s72og!Kk*xX5co>~K@beV5fY&g24N8%5fBNH z5f#x812GXBaS#vjkr0WH1WAz`DUb@OkrwHY0U41QS&$9ckrTO)2YHbn1yBfuQ53~c z0wqxzWl#>~Q4y6;1yxZUHBbw+Q5W^l01eR?P0$R@(GsoD25r$E9ncA#(G}g$13l3j zeb5j6F%W|=1Vb?#BQOf1F&5)60TVG9Q!owFF%z>e2Y+E6{>B0<#9}PLGW>%T_!q0N z8f&o*8}J`CVKcU38+KqPc4H6rVLuMy5RTv|j^hMQ;WWO7Vh9K z?&AR-;W3`#8D8KeUgHhk;XOX$6TaXpzT*de;Wq+(4InUrA{as-Btjz$!XZ2&A`+q? zDxxC>Vj(u-A|4VTArd1Ak|8-#A{EjgEz%RyhG95HVid+;EXHF3CSfwBVj5;(CT3#}=3*Y^V*wUnF_vN(mSY80Vine4 zE!JZLHewUDU@Nv`2Xe@BLqSrG{PbrA|N6nBMPD+ zI$|Og;vg>KBLNa2F_Iz~QXnN#BMs6aJu)H_vLGw6BL{LJH}WDM3ZNhgqX>$jI7*@v z%AhRDqXH_SGOD5)YM>@+qYmn!J{qDCnxH9~qXk-_HQJ&bI-nyuqYJvBJ9?rQ`k*iR zV*mzWFot3nMqngHV+_V&JSJiireG?jV+LknHvYm~{Ehioh(%a}rT7QS@h?_lHP&Dq z*5f~H#Aa;4Hf+aE?7|-G#eN*XAsoh09K#8m#A%$tIh@BuT*4Jx#dX}kE!@Uk+`|Jr z#A7_cGd#yjyuus2#e00fCw#_Ne8Ug?#BcmT;O_whK`;bINQ6QdghhBnKqN#)R767z z#6)bwK|I7qLL@>GBt>$hKq{n0TBJh;WJG3UK{jMZPUJ!!RNBxPXhej4QZ?>$r(qxP!a6j|X^! z$9Rfoc!8IAjW>9Q_xOlU_=2zajvx4i-w5<0fWQcfUjSD zh1iITcu0VRNQ@*%hU7?zR7iugNRJH2gv`i_Y{-F}$c;S6hx{mrLMVcwD2@^+h0-XC za;SicsEjJ8hU%z^TBw7%sE-C{gvMx!W@v$yXpJ^#hxX`*PUwQJ=#C!fh2H3kei(p( z7>pqphT#~AQ5b`<7>@~julvmRak?ySdR_Z zh)vjnt=Nto*oEELi+wnNgE)*MIELdmiBmX(vpA0nxP;5Nifg!mo4AcTxQF|Ah(~yW zr+AJRc!k$^i+A{dkNAu)_=fNJiC_4GKtBTrf}jYF5D10P2#autfQX2UD2RsWh>2K; zgSd!~1W1I$NQz`gfs{y%G)RZ^$cRkHf~?4n9LR;-$cua^fPyHDA}EI9D2Y-igR&@( z3aEt2sETT+ftsj|I;e;GXoyB=f~IJW7HEamXp45}fR5;lF6f5t=!stFgTCmG0T_hA z7>Z#Sfsq)EF&KyOn21T35_wWD@ z@fc6=4A1crukZ$M@g5)W37_#5-|z!J@f&{-_*Vcy5DdW)5}^iB~cn> zP!8o$5tUE{RZ$%^Pz$wD7xmBp4bd1)&xVV-NOWKMvv$j^HSc;{;COG|u82F5n_A;|i|fI&R_??%*!&;{hJw zF`nWXUf?BO;|<>7JwDHv;_*ATWX=7(yTZ1V~p)s1G8CswvTB8lxp*=dH6S|-)x}yhrp*Q-X9|m9` z24e_@VK_!&6vkjI#$y5|VKSy-8fIW7W@8TKVjkvW0Ty8~mSP!}V+B@X71m%a)?))U zViUGtE4E_?c40U6Vjm9RAP(aQj^Q{?;uOx{EY9NsF5xn+;u>z?CT`;n?%_Tj;t`(U zDW2m6Ug0&~;vGKVBR=B`zTrE5;uroP(4PQ;ASi+(1VSM+!Xg|ZAR;0o3Zfx8Vj>pe zATHt~0TLlGk|G&WASF^G4bmY!G9nYQAS<#X2XY}d@**D!pdbpP2#TRNN}?3Xpe)Lx z0xF?0s-hZdpeAag4(g#k8ln-JpedT81zMps+M*pgpd&h?3%a2@dZHKlpfCDk00v<& zhGG~-U?fIk48~zRCSnq%U@E3#24-P4{=!`RjrmxJMOcER_y^1JFIHkT)?gjh<3DV~ zW^BPWY{yRQ!XE6!ejLCd9L7-`!wHw#Z~Q^vKtTew6@no+LLwBxAS}Wo0wN(Yq9Ph%ASPlX z4&os`5+V_jASsd~1yUh3(jpx)AR{s(3$h_Qav~SY^SRpdlKg37VlfTA~%&pe@>?13IBIx}qC;peK4`^TdEJvlZL0 z13R%Bd$14taS(@a1V?ckCvXajP&;?!59X-$sz0nu_FaQHF7(*}&!!Z)0 zFa~2W9uqJLlQ9+3Fat9&8*?xh^DrL^un3E>6w9z2E3gu)um)?f9viR`o3I62u^l_G z3%juw`)~jUaTrH%499U2r*H;maUK_N372sd*Kh+jaT|AV5BKp9kMIOf@fbRDUlj!kPhjQ5t)z$S&C1yLA9Pz=RU5~WZEWl5&1MkQrH#4LOh#xseC?kRJt62t`m7#ZdyKP#R@X z4i!)ll~D!NP#rZ<3w2Nz_0a&0&=^h83@y+StkJp30=??-O&TR&>MZx4+Ag| zgE0idFdQQ>3S%%9<1qn~Fd0)Z4KpwkvoQyAF%R>x0E>`%U;t?Ym>wih;6R=>>7+6s zBQhfkvLQQiA{X)?FY==R3ZXEHq8Lh`Bub+U%Aq_eq7tg0DypLfYN0mjq8=KcAsV9z znxQ#bq7~YpE!v|4I-xVVq8oakCwij~`k_AtVi1O4D28JMMqxC@VjL!5A|_)BreQi} zVixA$FU-T=Sb&9Cj3roxf3O1oVii_nE!JTJ{=+70##U^@4(!Bk?7=?l$3Yyz5gf&F zoWLoZ##x-h1zf~sT){P5$4%VA9o)rzJisG7##21Q3%tZ@yumxX$47j^7ktHc{J<~# zMxa3f1V&Ht+dSpN* zWJXqGLk{FbZsb8e17bJi-$^#dEyCE4;>Ayu$~4#AkfLH+;uW{K6ju z8XQ0n1VwO!Kq!PpScF3aL_}mnK{P~1OvFMQ#6^50Kq4eYQY1qPq(o|@K{}*IMr1-3 zWJPx5KrZA)UgSdo6hvVZK`|6ZNt8kvltp<|KqXX0Ra8R_)I@F6K|Rz*Lo`AYG(~f? zKr6IHTeL$5bVO%#K{s?qPxL|`^hJLRz#t69Pz=KejKpY+!8nY^L`=dIOvQA}z%0zh zUzm%(F&_)D2urXO|6n=(#Y(Kk8mz;5{D+O$j4jxP?bwN3*n_>;j{`V_!#Ij#IDwNm zjWalh^SFphxPq&=jvKgz+qjE+cz}m^j3;=8=Xi-%c!Rfij}Q2S&-jXO_<^7JjXwx% zY)lXYLvVydD1<>+ghvEKLS#fmG{itm#6}#%3!r%XMmA(eF62f&AS%)%XMmA(eF62f&AS%)%XMmA(eF62f&AS%)%X zMmA(eF62f&AS%)S%}(P%UpjYgxH#eVeR0Qzwd12}|$ph1Qp5JM4!VF<=>gkS_h zF%n@Ig>Z~U1R@cIF^I-k#9$m^F&=T4fOt$q0wy65laYieNXAs8U>Z^}9ch?>bj(Bs zW+4-^k%c+P#$4oJ9&#}sd02paEJOhop%9Bvge54(Qj}mBO0gVeSb=h^L# zHK@i~)L3112&-%o6&?VXvS8wU>jPo9c|cwcI-q4cA*oy(S<$e#$NPb zA9}GLeK>%A9K-+)Az;`bLlB6e2*NM~V>m)E0-+d*FpNStMk4}|h{6~|V=Q7Y4zU=I zI7~o1CL#fokci1h!W1N9DpD{FshEy5%s@J3A_KFKiP^})9AslIaxf3Mn2$UxKt2|t z0E>_9tqq653oiQVYJ9&}?bdaw_@*pEIOKtB#*0EZB8bLNEfM7>O{9LO4bv0+EQq7(`<%VlWP|7>_tiKs+WQ0h5r3$w97S!V(l?DN3*mrC5$KtUx(d zq5`W>iPfmW8dPH~YOoHqSdThvKs`310h`c>&1k|FG-E4Tunn!)jyCK-J9eT2yU>Z< z=)xX!V=sEJ553rrJ{&+l4q^a@5OCBWLlB6e2*NM~V>m)E0-+d*FpNStMk4}|h{6~| zV=Q7Y4zU=II7~o1CL#fokci1h!W1N9DpD{FshEy5%s@J3A_KFKiP^})9AslIaxf3M zn2$UxKt2|t0E>_9tqq653oiQVYJ9&}?bdaw_@*pEIOKtB#*0EZ9| zJjf6PVkm+z48a(V5R5=5Mj{NO5RTD^KqR6t2GJOc7>q+K#v=|B5RZvSz$7GMGLkR_ z$(V{1OhYQBBMmckPn2Q|DLoVhc4-1fwg($!x6k;)oumr_eiV`eC zDVC!QD^QM=sK6>zVl}F;2Gv-L8mvPt)}sy^P>+phz$P?eGn%jk&De?-Y(p!yqYXRI zj-BYhE_7lyy08b`*oz+QLofED4+qeXgBZXe1PmW!2m&z_K^TT$3`Yn?AQU4JhEWK| zXha|qQ5b`0j71E_Ar|8ihY5(sL?mDm5-}M`n1W+tVIph zp%&{=hYhI5Ml@g(8nGEo*n(zkMGLl}72DB<9caf+bYK@cu^V03gKq3a5B8xK`_YF3 z=*K|};1B|i9%KjtF%&@rsadsK-V$U=td#8BN%NW^6?Z zwxJc<(S{vp$4+!$7do*UUD$(e>_rdup%?qnhXd%xK@8v!0*)DE2m&z_K^TT$3`Yn? zAQU4JhEWK|Xha|qQ5b`0j71E_Ar|8ihY5(sL?mDm5-}M`n1W+tVIphp%&{=hYhI5Ml@g(8nGEo*n(zkMGLl}72DB<9caf+bYK@cu^V03gKq3a z5B8xK`_YF3=*K|};1B{r1{s1t3`G!zAsE9Ef)NPCNQ7Y&!Z8{VgACqI6RD#x2GJOc z7>q+K#v=|B5RZvSz$7GMGLkR_$(V{1OhYQBBMmckPn2Q|DLoVhc z4-1fwg($!x6k;)oumr_eiV`eCDVC!QD^QM=sK6>zVl}F;2Gv-L8mvPt)}sy^P>+ph zz$P?eGn%jk&De?-Y(p!yqYXRIj-BYhE_7lyy08b`*oz+QLofED4+qeXgBZXe1dJGD z2m&z_K^TT$3`Yn?AQU4JhEWK|Xha|qQ5b`0j71E_Ar|8ihY5(sL?mDm5-}M`n1W+tVIphp%&{=hYhI5Ml@g(8nGEo*n(zkMGLl}72DB<9caf+ zbYK@cu^V03gKq3a5B8xK`_YF3=*K|};1B|i9b^asF%&@rsadsK-V$U=td#8BN%NW^6?ZwxJc<(S{vp$4+!$7do*UUD$(e>_rdup%?qnhXd%x zK@8v!0*)JG2m&z_K^TT$3`Yn?AQU4JhEWK|Xha|qQ5b`0j71E_Ar|8ihY5(sL?mDm z5-}M`n1W+tVIphp%&{=hYhI5Ml@g(8nGEo*n(zkMGLl} z72DB<9caf+bYK@cu^V03gKq3a5B8xK`_YF3=*K|};1B{r2N{Au3`G!zAsE9Ef)NPC zNQ7Y&!Z8{Vh(r{|AR1#4gK>z(c*J1>;xQ2kn1n=3MiQnV8B>vhX-LI%q+tfqF%ub> zg-pyw7Um!ubCH92$i;l*VFB{75CvF-LM%oRmY^6*QG#VC#d4Hk1ah_G*n~!GMiaK68C%hUZD_@Iv|$I@u@fEGg-+~77xthVd(ne^ z=*52Y;Q;z^5Cb@bfRTd?K_G@A2*VJJ;RwM9gkmJZFbd%qjR-^{3S$tBv53Jq#9}<+ zFahzHhy+YRA|@jVQ;>|QNWnCuVmi_=1L>HF49r3%W+Mx8kd3*>!93(*KJu^t`B;bo zEJ7g`qX(2c$5!9Mh2Kl*S0{WypL974eHgA73+h9U^V z5RBmn!3cz6B*HKX;TVkwL?Q}f5RI{j!8pWXJmN3`@tBANOhO_iBMDQGjHyV$G^AoW z(l7(*n28L`LMCP-3v-Z-xyZphr>y!8+7pJ?gLl_1K68Y(gV8qX}EkjIC(FHnd_p+OPxd*ohA8LML{k z3wzLwz39O{^kP5yZ~*-{hyffzzzKs4K_G@A2*VJJ;RwM9gkmJZFbd%qjR-^{3S$tB zv53Jq#9}<+FahzHhy+YRA|@jVQ;>|QNWnCuVmi_=1L>HF49r3%W+Mx8kd3*>!93(* zKJu^t`B;boEJ7g`qX(2c$5!9Mh2Kl*S0{WypL96~_Y zAVUy{p$Nh-1YpI7TA^k%+<=L}M&sFb=U8k2p*~JSHLmlaPqXNWv5( zV=7WG4XK!pG|WIcW+DT#kcrvI!W?8{E^;srxtNbUEI>XMq5z9fh{Y(v5)@-8O0W#2 zSdKERKsi>T0;^Do)u_T6RAVh_unx6Yk2-8XJvO2No6v~OXu=jWV=G#)4XxOYHtaw< zcA^8j(23pX!X9*EFM6;Kz1WXF96&z~VgQE_Flvw?2*gkXVHkoj93dEiP>e(vMj;%d z5rIfVVGN=%7BLuySd2#;CLkUYk$_1^#AGC43X(AuDVT;-Oh+1KARRN2fmz7JY-C{$ zvN0Dqn1@`NXP9HS9|NJL=_qA?aR7>8JlM;s;~9utv( zNl3(GBw-4YF%>D8hEz;P8fG9JGm(K=$i!@9VGgn}7de=RT+Bxv79bxBQGi7##9|a- z35u~4C0K@1EJqnupd2evfmNu)YE)qjs<9R|Sch7yM;$hx9vjhsO=!esG+_&xu@x=Y zhE{Ax8+M=_JJEq%=)`VxVGp{o7d_aAUhGF74xk?gF@Qq|IBAd}2*gkXVHkoj93dEi zP>e(vMj;%d5rIfVVGN=%7BLuySd2#;CLkUYk$_1^#AGC43X(AuDVT;-Oh+1KARRN2 zfmz7JY-C{$vN0Dqn1@`Xg~XpBV+#vvBt z5r+wg$3!Gx5)v^PNtl9UOhpQ&Ar;e+h8al5Ok`jdGBF!jn1gK0MGod67xR&a1<1!j z6krhwu^2^If?_O136`N0%Tb0ED91`vU==E{8dX?>YOF;K)}a>bQHKqv$3`?@6B@A@ zP1u5FY()#Up%vTFh8<|fPIO=wI7)A`povj6pQUA_n6Si}8rV1jJ(^5-SU!!wQsR zB`UBAl~|1`tU)!_q6X_wi}k3(2GnCC8n6kC*o-D@K{K|Z1>4Yy?P$Xev|}eaunV2o zjV|m#H};|j`_PO1=)(c@;~)lb2mvP#G6aDbiXaR_Foq)pBM^#_2*W6ZV>BWVi71Rg zG{zzZ;}DDSh{FWLVrjjJsKW-- zV_Ip7q6hoXi~Z=s0rcY_25<-g zrwlR#ff$M)3_~!6BLpK5ijfGzD1>7)A`povj6pQUA_n6Si}8rV1jJ(^5-SU!!wQsRB`UBAl~|1`tU)!_q6X_wi}k3(2GnCC8n6kCgA7i@ZPrcLf@W+*3$~#Z z+tG#{Xva=;U>7>E8(r9gZtO)5_MsR1(T4-*$3YC>5CS3w8G=9zMG%G|7{d{Q5eUUd zgkcoIF&YtwL=?s#8eH z#eVeR0Qzwd12}|$$U%l65JM4!VF<=>gkS_hF%n@Ig>Z~U1R@cIF^I-k#9$m^F&=T4 zfOt$q0wy65laYieNXAs8U>Z^}9ch?>bj(BsW+4-^k%c+P#$4oJ9&#}sd02paEJOho zp%9Bvge54(Qj}mBO0gVeSb=h^L#HK@i~)L3112&-%o6&?V zXvS8wU>jPo9c|cwcI-q4cA*oy(S<$e#$NPbA9}GLeK>%A9K-+)A>hQoW9A#L6a;!uJ zR-qEBQH3?A##+>19cr;2b=ZJsR^k5%)u^)XnfPNgr01hGGv_Xa-5JM4!VF<=>gkS_hF%n@Ig>Z~U1R@cIF^I-k z#9$m^F&=T4fOt$q0wy65laYieNXAs8U>Z^}9ch?>bj(BsW+4-^k%c+P#$4oJ9&#}s zd02paEJOhop%9Bvge54(Qj}mBO0gVeSb=h^L#HK@i~)L31 z12&-%o6&?VXvS8wU>jPo9c|cwcI-q4cA*oy(S<$e#$NPbA9}GLeK>%A9K-+)As}jy zAqd1!1YsD0F&rTnfl!P@7)Bu+qY;5fL}3h~F%~fxhggh993~(h6On*PNW^3$VG5El z6)Bj8R7^)2W*{9ik%3vr#B5|?4ze*9IhcoB%tsy;ARh}+fJG?8ViaKsim?_;CCpdSY@fI|ovGsqAGVkm+z48a(V5R5=5Mj{NO5RTD^ zKqR6t2GJOc7>q+K#v=|B5RZvSz$7GMGLkR_$(V{1OhYQBBMmckP zn2Q|DLoVhc4-1fwg($!x6k;)oumr_eiV`eCDVC!QD^QM=sK6>zVl}F;2Gv-L8mvPt z)}sy^P>+phz$P?eGn%jk&De?-Y(p!yqYXRIj-BYhE_7lyy08b`*oz+QLofED4+qeX zgBZXe1e`v|5Cmc*E(Kqy8c45JW^(TG4KqA&*07>gK;LoCK44igZMiAcaC zBw{j>Fa^n&iWE#kDyAb1Gmws%$iOUQVm7ic2icg59Lz&5<|7XakdK8Zz#$4jWL9jcC9oG-5NFum#Q7iWY1` zE4HHzJJ61u=)f*?VmG?52i@3<9_&Le_M;C6(2s){z##;jF~|@EVkm+z48a(V5R5=5 zMj{NO5RTD^KqR6t2GJOc7>q+K#v=|B5RZvSz$7GMGLkR_$(V{1OhYQBBMmckPn2Q|DLoVhc4-1fwg($!x6k;)oumr_eiV`eCDVC!QD^QM=sK6>zVl}F; z2Gv-L8mvPt)}sy^P>+phz$P?eGn%jk&De?-Y(p!yqYXRIj-BYhE_7lyy08b`*oz+Q zLofED4+qeXgBZXe1Vj%q1c4ZeAPhq=h9d+c5Q>oq!zhGfG$Ig*D2zcg#v%se5R37M z!vw@*A`&nOiI|KeOhGcHA_dcsis?wh45VWwGB697n2jvVK{nc1b!v@r2BO0&?jo6GP zY(X=&q6OQ~itT8_4zyz@IA{piC1^y44~a0mfo2N{Au3`G!z zAsE9Ef)NPCNQ7Y&!Z8{Vh(r{|AR1#4gK>z(c*J1>;xQ2kn1n=3MiQnV8B>vhX-LI% zq+tfqF%ub>g-pyw7Um!ubCH92$i;l*VFB{75CvF-LM%oRmY^6*QG#VC#d4Hk1ah_G*n~!GMiaK68C%hUZD_@Iv|$I@u@fEGg-+~7 z7xthVd(ne^=*52Y;Q;z^5Cb@bfHMaff@Bs4h5DM@J3h@|<@C1tS6iV<6O7R@Z@B+&55-RWtD)Abs@CK^!7HaSg zYVjWG@B!-a5gPCb8u2Nb@EMx%Ia=@qTJa^?@DJ6oPRKLU0^HaRS0{62fr`B5)d_a0a4r7GiJ?VsRegZ~@|R5fX3-5^))la0QZa z6;f~wQgI#9a0AkD6EbiMGI1NSa0jw+7jke9a&aH>@Bs4h5DM@J3h@|<@C1tS6iV<6 zO7R@Z@B+&55-RWtD)Abs@CK^!7HaSgYVjWG@B!-a5gPCb8u2Nb@EMx%Ia=@qTJa^? z@D%w;7y@wwf^ZaqaSTFm971sd z!f+D8aS9@E8lrFpqHz{ta1LT|9^!BT;&BlYa0wD|8Io`Xl5rJMa1By%9nx?E(s2_q za0@bV8?tZ*vT+x3a1U~EAM)@3^6?M~@CXX=7>e)&it!Xm@C-`v9Ln$l%JC8^@CqvN z8mjOHs__hTd8@Ch36DVp#Zn(;YW@C91&CED;6+VM3y@C`cgExPa> zy74`F@B@1B6Z-HA`tchE@CO3U9^^0t;s^xcCL?FX{ElQn% zXq<%@oP$`Lhd5k-cwB@8T!KVgh9q2pWL$+5T!U0xhcw)Pblijt+=5KphAiBHY}|z$ z+=E=)hdexhd_05#Jc2?zh9W$HVmyTsJcCj^hcdi?a=e5Jyn;%+hAO;)YP^LSyn|Z2 zhdO+KdVGWie1b-NiY9!9W_*qoe1TSci8g$Nc6^Nve1lGWi!OYJZhVg({D5Bkgg*R& ze*A_3{DFXT2009YI08X93c)xAAvg}9I00ce3E?;e5jYJ|I0Ml*3o$qcu{aNLxB&6E z2no0ZiMR|&xB|(z3Mse-skjblxB=<72^qL$kim(#Onn=&a0jw+7jke9a&aH>@Bs4h z5DM@J3h@|<@C1tS6iV<6O7R@Z@B+&55-RWtD)Abs@CK^!7HaSgYVjWG@B!-a5gPCb z8u2Nb@EMx%Ia=@qTJa^?@D9`3QxCNQG4OzGY*|-ZixCgno4|#Y1`FIEgcm#!b3`KYX#dr!O zcm}0-4rO=&<#-7dcme)&it!Xm@C-`v9Ln$l%JC8^@CqvN8mjOHs__hTd8@Ch36DVp#Zn(;YW@C91&CED;6+VM3y@C`cgExPa>y74`F@B@1B6Z-HA z`tchE@CO3U8{{wq;s^xcCMBp?;;S5CMEX3d(#Ns@};R3|t zA|&7vB;qn8;R+<3iWa2ht;SOZuF67`IG~!b< z;WISjbF|e)&it!Xm@C-`v z9Ln$l%JC8^@CqvN8mjOHs__hTd8@Ch36DVp#Zn(;YW@C91&CED;6 z+VM3y@C`cgExPa>y74`F@B@1B6Z-HA`tchE@CO1W400F(aRh>J6oPRKLU0^HaRS0{ z62fr`B5)d_a0a4r7GiJ?VsRegZ~@|R5fX3-5^))la0QZa6;f~wQgI#9a0AkD6EbiM zGI1NSa0jw+7jke9a&aH>@Bs4h5DM@J3h@|<@C1tS6iV<6O7R@Z@B+&55-RWtD)Abs zaF2gk)#@$O;2qTBJ=Ea?)Z-&G;1e|BQ#9c-G~;u$;0v_kOSIuDwBu`Z;2U(}TXf+& zbmM#U;0N^LC-mVL^y4=S;12|xKgeMS#1RO>Q3%E{2*Gg(#R&+*NeIU&h`?!x!WoFh zS%|?oh{bt`!v%=PMM%IUNW^7G!WBryRY<`#NX2zX!wpEsO~}A4$i!{P!X3!QUC6;b z$i;og!vo02Lny!_D8yqZ!V@UQQz*eRD8+Lq!wV?KOQ^srsKjfi!W*c@Td2W1sKtAz z!w0CxM`*w&XvC*z!e?m4=V-wfXvLRk!&hj>*XY1E=)||^!guJ#_vpb7=*3Uy!!PK^ zZy3NI2)JO7!w`rg5QL);jAIaj;}D7y5QdWwj#ChU(-4I-5RJ1CgL4pz^ALv%5RZ$H zfJ=~w%aDXCkc_L4f@_e9>yU;UkdB*>fm@J?+mMAjkd3>LgL{yR`;dnRkdKE@fJab> z$54bPP>iQgf@e^Q=TL?hP>z>Sfmcw8*HDEwP>r`xgLhDi_fUritdsTXBQ)R>G~!b< z;WISjbF|e)&it!Xm@C-`v z9Ln$l%JC8^@CqvN8mjOHs__hTd8@Ch36DVp#Zn(;YW@C91&CED;6 z+VM3y@C`cgExPa>y74`F@B@1B6Z-HA`tchE@CO1W4ssX*aRh>J6oPRKLU0^HaRS0{ z62fr`B5)d_a0a4r7GiJ?VsRegZ~@|R5fX3-5^))la0QZa6;f~wQgI#9a0AkD6EbiM zGI1NSa0jw+7jke9a&aH>@Bs4h5DM@J3h@|<@C1tS6iV<6O7R@Z@B+&55-RWtD)Abs z@CK^!7HaSgYVjWG@B!-a5gPCb8u2Nb@EMx%Ia=@qTJa^?@DQ3%E{2*Gg(#R&+*NeIU&h`?!x!WoFhS%|?oh{bt`!v%=PMM%IU zNW^7G!WBryRY<`#NX2zX!wpEsO~}A4$i!{P!X3!QUC6;b$i;og!vo02Lny!_D8yqZ z!V@UQQz*gHcm~hnIXsUS@FHHq%XkH^;x)XEH}EFj!rOQU@8UhYj}P!6KElWN1b@b- z_zOP6U-3EqhA;4Ue2IVHEBq5*<6rm&|HilY55B{H@jd>BAMhi7!q4~xzv4Iijz93H zgh39&;Wz?E;wT)AV{j~v!|^x)C*mZWj8kwbPQ&Rq183qaoQ-pEF3!XGxBwU8B3z71 za49as<+uV@;woH?Yj7>D!}YiUH{vGTj9YLkZo}=k19##s+>Lv1FYd$rcmNOLAuPhf zSd2%p1dn4Wp2RXdjpcY2EATv4;zg{&%UF$9u?DYWE#AaByp8pE7aQwh+lCCzhlUXLH>lHI2^-pB!=T?jKHxNiQ_Q}Ct@^CMkG$f7@Ur= zI1}S=Hpb&zOu+e=hzl_Z7h^Im#S~nQskjo;a5bjmTFk)pn28%P3pZmnZp9qjj=8uK z^Kduj<6bPl{aAMpI8oZ9RcoXaJ zHrC@^Y{2{2h!3#|A7eBAj4k*Jw&JhYhQDDu{*E2^2X^A0*oA*#H~x)1_z(8tzu1TW zVLyJv0sM@E_!WonJBB=Vc0>@$`j>jmRh|xG1kvJ7&a5}~gGB^=;rXGj0 zF&^h)0?x-oT!=}y7?W`+rr>f+#g&+bt1%tdVg|0qOx%cBxEZr?E9T&K%*CCUhr2N! z_hJF=$3i@aMR*vC@hFzyaV*7?Sca#u9M56}p2teOh*fwQtMMw<;B~CUn^=dpu^#VY z1K!6*e27i>7@P5DY{6f!6@SGx{0-ajckIAFuoM5pF8m9-@o((Gf3O$-#XkHG`|%?V z;Ab4fuQ-I?F{FHuKVc{i$1og;;W!#2a4bgRc#Oh{7>$z=iBmBKr(-P6#5kOd@i-R~ za6TsDLQKNNn2bv?1(#zguEaE4jp?`+GjKg-;zrEE&6tf_F$cF}F7CuU+>QCT7YlGd z7UDrH!oygMN3jHtV=11*GCYmtcor-0JXYdGtisD!jaRV-uVXFV#5%l<^>`N>@IE%; zLu|sw*o;483;u$w_$#*IZ`h8%V+a0$o%knq;a}K|e`62+gT44K_Thinj~{UWKjR>N z#UcETAu9*@6Nch&48xHaj-xRG$6_Ro$0(eL(Ks2AI2B`XI>zEmjKkR&k8?2r=VKx+ z#3Wpd$+#3#a5<*pN=(Dmn2u{P1J`3FZp19yjM=yqb8tK6;!e!N-I$Miu>kjDAs)mc zJdDM76ie_pmf}e)!_!!fXR!j$VE^*o*&SAO45^_z?&2GY;Zc9K!Dy z^5P(W!cZKJVK@@QaWqEYSd7H+7=;rt8Yd$Xr(z6F$5@<+aX1^}aV{p{d`!fJn1qWl z8JA)TF2__{iD|eR({U|k;Cjr&jhKa-F&npH4sOR>+=+R(8}o557T|s?#DiFbhp`xs zVhJ9{Qap)ecpA&`ELPxoti+30g_p4!uVM{e$6CCJb$A==@h&#teQd;s*o2R<8GptW z`~_R_S8T)IupNKL4*UZ<@lWi+zpxws#vc3!d+}fF!~d`!KjHv>#zFjwL--v-UK-?2 z7>dI&3`b%(j>ZTai;*}Uqi`Zd<77nQRE)vt7>hG84rgOL&cy_rkBPVtlW;L6<5En) z<(P^qF%4H^It_#gJ;M;yS9T`~y4jPwc|Kup9rz9{dM;@n7u2|F9oF;sAceLHvqC_#H!54e}=p#o-u+BQYFD zV+4-HNF0w*I1!_9G9qy*#^7{}#hDm~voRj$Vgk;`L|lkTxEPahDW>3ZOvRO$hO03h z*J1{)$4uOaS-2UqaVzHFcFe_{n1{PDANOJb?#Dtrh(&l9i}5Iy;BhR)lURnQu^i80 z1)j%ByognJ8LROs*5Gxl#hX}%x3M1YVgugCMtq1(_!yhW4&Y}T#IHDn-!bInLH>lHI2^-pB!=T?jKHxN ziQ_Q}Ct@^CMkG$f7@Ur=I1}S=Hpb&zOu+e=hzl_Z7h^Im#S~nQskjo;a5bjmTFk)p zn28%P3pZmnZp9qjj=8uK^Kduj<6bPl{aAMpI8oZ9RcoXaJHrC@^Y{2{2h!3#|A7eBAj4k*Jw&JhYhQDDu{*E2^2X^A0 z*oA*#H~x)1_z(8tzu1TWVLyJv0sM@E_!WonJBGY6$e%D2hhrFy#Bdyq5jYkjaXd!h zM2yDCh{UNFgVQkZp0sCs!yB)i*8~d;yhj19ja2%&_8s~5xmv9-^a2>aB8~1P@kMJ1J@Eou3 z8t?EPpYR#q@EyPK8-eEr5Cp*y0-+HG;Sm9m5e3l^1F;bY@sR+D@fVUIIZ`1t(jh%E zAv3ZeJ96P~MZw9|Q0o24fh8V-!YX9L8f3CSw|=V-{v(9_C{a7GoKfV-;3o9oAzLHe(yM zV;6Q~ANJ!A4&xY(;}lNg9M0nsF5?=m;}&k?9`5529^)CF;}u@x9p2*;KI0p{;}?D- z@Vo$mAUHxGG{PV}A|NuNAUa|oHsT;Y5+E`DLNX*rDx^j_q(>%XMmA(eF8qzW$cKU` zgrX>hk|>3;D2IxugsP~9ny7`ksE3AVgr;bQmS}~xXorsIgs%7p|Dp$aqYwIH0RF>Z z48w4Y!f1@ccuc}%Ov7}{!fedLd@RCZEW>iF!fLF;dThdGY{Pc!!fx!tejLJK9K&&( z!fBktd0fI}T*GzT!fo8ceLTWrJi~Lm!fU+4dwjxYe8YGA!fyngA3zWUM+k&Q7=%Xz zL`D=uM-0S99K=TgB*tGzhU7?v)JTW)$b`(uhV00NzmXUDP!NSs6va>yrBD{-P!W|- z71dA^wNMxJ&=8H#6wS~Qt-dGjd2){Ntldj zn2uSPjd_@lMOchwSdLX#jdfU$P1uZW*p6M;jeXdULpY3MIF3^|jdM7UOSp_{xQ<)6 zjeEF{M|g~9c#c)_>N!rjlc^62!h}UfzSwp@Q8rOh=S;df!K(H_(*`n z_zTI99I22R>5v|okQv#K9l7u~@**D!q7aIr7)qiP%Ay=9q7tg28fu~z>Y^SRq7j;+ z8Cs$h+M*pgq7%B}AN-3R=#4(;j{*1(gE0)lF$$wG4&yNilQ9j`F$=RX5A(4Ii?IyL zu?nlP4(qWAo3Rbsu?xGg5BqTlhj9$YaSEq#4(D+RmvIf(aSOL`5BKp1kMRu8@d~f; z4)5^^pYaXf@e98ZcwqoR5F8;88etF~5fB+s5FIfP8*vaH36L0nAsLb*6;dM|(jyZx zBO9_K7yd?GIeLQxb$Nt8laltV>SLRC~lP1HhN)I&owLQ^zDOSD2;v_nU9LRb8Q zf6)WI(Fgr80RLeyhG95HVKl~JJSJf>reQi}VK(MrJ{DmymSH(oVKvraJvL!8wqZMV zVK??+KMvtAj^Q{?;WWrScTPChxOQm&De(R*oEELhy6H&!#EZ|z(w3~eF~>>4(D+RmvIf( zaSOL`5BKp1kMRu8@d~f;4)5^^pYaXf@e98Zcu4?35F8;88etF~5fB+s5FIfP8*vaH z36L0nAsLb*6;dM|(jyZxBO9_K7yd?GIeLQxb$Nt8laltV>SLRC~lP1HhN)I&ow zLQ^zDOSD2;v_nU9LRb8Qf6)WI(Fgr80RLeyhG95HVKl~JJSJf>reQi}VK(MrJ{Dmy zmSH(oVKvraJvL!8wqZMVVK??+KMvtAj^Q{?;WWrScTPChxOQm&De(R*oEELhy6H&!#IZH zIEB+Vhx53E%eaQ?xP{xehx>Sh$9RV4c!k$^hxhn|&-jM#_=VpHygYy)2#yd4jW7t0 z2#Aa*h>jSDjW~#p1W1g(kPOL@3aOC}>5&PUkqz0A3x6Xo@}VFKp(u)>Bub$y%Aq1E zp(?7OCTgKB>Y*VTp(&c7C0d~^+My#lp)3BuzvzM9=!5sWv9|mI>hGP^)V;sg~5+-9BrehXnV;<&X5f)<^ zmSYuGV;$CG6E z;~n1P6F%b`zT+2uBk;-qf*?3TAT+`tJR%@6q98hAAU5J4J`x}?{z5V&M=GR7I;2M? zWJWe*M=t!0yvT=wD1@RYhLR|SvM7g&sD!GhhMK5_x~PYSXoRL{hL&iBwrGcr=!CBL z2mhi6dZQ2eV*vicU<|`>jKXM)!+1=>WK6?!%))HU!+b2lVl2aQtio!n!+LDOW^BWD z?80vB!+spXVI0G8oWg0G!+Bi7Wn9B`+`?_#!+ku$V?4uiyuxd|!+U(fXMDqV{K9Vp zUKKzP1V;#jMi_)g1Vly@L`Mw7MjXUP0wl&?NQUG{h15ug^vHzF$cF65g};#(`A`sr zP!z>b5~WZU#ilk4cz}X_$^#n2mXuk40FFWmt|?SdDd9k4@N&ZP<=o*o}SIk3%?&V>pge zIE`~Sk4w0WYq*YExQ%k5BlFZ}^U1_>I7;0|x2#c`{%drZpu@39837fGE+p!C~u@C!k2#0YD$8id$aSrEk372sV*KrHC zaS!+L2#@g$&+!Vc@ec3t37_!|-|-8-5qM1iK@c1v5E@|+9uW{3Q4k$55F2q29|@2c ze<2x?BNb939nvEcG9w$ZBNzTgUgSeT6hcuHLrIiES(HOXR6bGNxfVW??qwVLldNF_vLD zR$(>PVLdisGqzznc40U6VLuMxFpl9kPT@4p;XE$kGOpn|Zs9iW;XWSWF`nT$Ug0&~ z;XOX#Grr+Fe&II)uMHpwf+GY%BMibL0wN;{q9X=kBM#yt0TSacBtvqfLTaQ#dSpUo zWJ7l3!r#b?d?<)QD2ieziBc$wa;S((sETT+iCUv zFM6Oi`k+4s;6Dt;Fbu~ijK(;O$0SU~G)%`V%*H&-$097oGAzd`tj0R5$0lsXHf+Z( z?8ZLq#~~cXF&xJ!oW?nv$0c0GHC)Fn+{QiJ$0Iz(Gd#yDyv94c$0vNoH+;u0{6^q) z0R%yCgg|J7L3l(!WJE!9#6WDsL3|`YV*G_DtggvpqO>6nGtn1}gTgvD5fw>$rv6xQF|AgvWS>=XizJc!&4+gwObf@A!q^2)sUkAP9~S2#qiZj|hm2 zD2R?2h>bXij|51JzmN>ckqW7i4(X8znUM|Ikqdt#FY=)v3ZW>9p(IM7EXtuGDxoT> zp(bjfF6yBn8lfqgp(R?OE!v?YI-x86!N2H%-spq=7=ZsU7{f3eqc9rdFdmaI8PhNw zvoIU;FdvJs7|XC6tFRjDupXPR8QZWOyRaMkupftT7{_oNr*InQa2}U%8P{+fw{RQx za37EG7|-w=ukaf0@E)J=8Q<_7zwjG@Hv|v_!4U$X5eDHA0g({}(Gdf&5eM;+0EzJz zk|8-#AvMw=Ju)FPvLQQi;cw(cJ`_YD6h$$VL@AU-IaEX?R7Ew^L@m@sJv2lkG(|JC zL@TsKJ9I=Rbj3gT7d_A$eb65R@E-?rSmLLfB4AUq-MQXoi+(g|=vij_8E0_y_-@ z2YRCq`eOk8!(a@!eJc4ah$?woWprs!ev~;b=<;j+{1l5!eczcbG*W9yu*8Z!e@NLcl^R{1l|-t z5ClgEghm*IM+8Jh6huc1#6}#%M*<|qUr2`JNQKl$hxEvV%*cl9$c4X=7x_>Sg-{g5 zP!gq37UfV8l~5JcP!qLK7xmB(jnEX$&=RfC7VXdxozNBk;9vAWZ}dTb48VUFjA0m# zQ5cPJ7>`MqjA@vTS(uG^n2$wRjAdAkRalL6SdUHEjBVJCUD%C%*pEXvjAJ;CQ#g%t zIFC!XjBB`#TeyvTxQ|D8jAwX`S9pzgc#lu`jBogkU-*r{n*#`f;0S?G2#v4^hX{y> z$cTbyh>nY{-tB$c5aYkqKFm z4LOkud5{+cP!L5>6eUm+Wl$CsP!Uy76*W*3bx;=#&=5_~6fMvatkJp30=?? z-OwF9&=bAU2mR0=12G7LF$BXf93wFbV=xxuF#(e>8B;M0GcXggF$eQ79}BSvORyBn zu>z~G8f&o*8?X_Zu?5?(9lLO{YXGNl2lsFv5Ag_3@eD7KdO!eakq#M=30aX1Igtx_ zkQW6|5JgZFB~TU>P!Uy76*W*74bTux&=f7u60OkzozWdV(F=Xi4+Aj>LogI0FcM=h z785WLQ!o`XFcWhy7YncuORy9xuo7#q78|e;Td);7uoHW*7yEGlhj182aSSJL5~pzn z=WreuaS2y&71wbCw{RPGaSsph5Kr(FFYpp?@D?BN5nu2XKkyTO5NKckK@kig5ei`u z4iOOvQ4tL>1L)dnf54)2?};f}9keWc1V?cKCvgU6aRC=`1y^wcH*p7d@c<9;1W)k- zFYyL%@c|$41z+(4Kk)~F@&*tT!4MLm5EkJO5s?rT(GU}{5Et=~5Q&fkNs$66kp^jz z0U416S&;)dksEoC9|cetMNk|iP#R@W9u-g-RZtx@P#bkn9}UnLP0$=I&>C&f9v#pb zUC<5P(G$JU7yU30gD?a`F#;no24gV+6EOu-F#|I(2XnCi3$X-Cu>vcx25Yea8?gmj zu>(7?2YYb<2XO>PaRMiC24`^r7jXqwaRWDT2Y2xR5Ag&~@d7XL25<2JAMpiW@dH2c z2Z8bh5EQ`>5}^3CO4c*Zbz0eo^Fc5<< z1Vb?bBQXYJF#!`X1yeBtGcgBqu>cFP1WU03E3pP^u>l*g1zWKLJFy3QaR3K#1V?cq zfJukC2m1fl>ZGSLIExFoh%2~?8@P!(xQhpPh$nc87kG&`c#9ACh%fkxANYws2$Vm7 zpa_PL2!*f+hlq%TsECG`h=sU_hlEIkBuI)BNQpE^iwww!EXax+$cfy@gZwCf!YG2` zD1p)_gYu|=%BX_ssDaw3gZgNI#%O}(Xo1#fgZAiv&gg<}=#HM~g}&&Aff$4#7>W@X zi7^<937Ci}n2H&gi8+{y1z3nBSc(-`i8WY@4cLe+*oqz4i9Ohh12~8yIEoWEi8DBh z3%H0YxQZLNi95K92Y84lc#0Qzi8pwQ5BP{L_=+F+i9ZNbAb_9fy*h$)zg8JLMV zn2QBih$UEx6W@Xi7^<937Ci}n2H&gi8+{y1z3nBSc(-`i8WY@ z4cLe+*oqz4i9Ohh12~8yIEoWEi8DBh3%H0YxQZLNi95K92Y84lc#0Qzi8pwQ5BP{L z_=+F+i9ZNbD1e{{hL8w_un32Uh=iz!hM0(jxQK^@NQ5LviWEqRG)RjK$cQY+iX6y^ z+{lCcD1gE!g5oHF(kO%SsDR3-g6gP&+Ngv2Xn@9Og63#})@XzF=zz}Xf^O)Jp6G?X z=!bzAgdrG;5g3Uv7>fy*h$)zg8JLMVn2QBih$UEx6W@Xi7^<9 z37Ci}n2H&gi8+{y1z3nBSc(-`i8WY@4cLe+*oqz4i9Ohh12~8yIEoWEi8DBh3%H0Y zxQZLNi95K92Y84lc#0Qzi8pwQ5BP{L_=+F+i9ZNbB!Hj@hL8w_un32Uh=iz!hM0(j zxQK^@NQ5LviWEqRG)RjK$cQY+iX6y^+{lCcD1gE!g5oHF(kO%SsDR3-g6gP&+Ngv2 zXn@9Og63#})@XzF=zz}Xf^O)Jp6G?X=!bzAgdrG;5g3Uv7>fy*h$)zg8JLMVn2QBi zh$UEx6W@Xi7^<937Ci}n2H&gi8+{y1z3nBSc(-`i8WY@4cLe+ z*oqz4i9Ohh12~8yIEoWEi8DBh3%H0YxQZLNi95K92Y84lc#0Qzi8pwQ5BP{L_=+F+ zi9ZNbEP$X0hL8w_un32Uh=iz!hM0(jxQK^@NQ5LviWEqRG)RjK$cQY+iX6y^+{lCc zD1gE!g5oHF(kO%SsDR3-g6gP&+Ngv2Xn@9Og63#})@XzF=zz}Xf^O)Jp6G?X=!bzA zgdrG;5g3Uv7>fy*h$)zg8JLMVn2QBih$UEx6W@Xi7^<937Ci} zn2H&gi8+{y1z3nBSc(-`i8WY@4cLe+*oqz4i9Ohh12~8yIEoWEi8DBh3%H0YxQZLN zi95K92Y84lc#0Qzi8pwQ5BP{L_=+F+i9ZNbB7mR>hL8w_un32Uh=iz!hM0(jxQK^@ zNQ5LviWEqRG)RjK$cQY+iX6y^+{lCcD1gE!g5oHF(kO%SsDR3-g6gP&+Ngv2Xn@9O zg63#})@XzF=zz}Xf^O)Jp6G?X=!bzAgdrG;5g3Uv7>fy*h$)zg8JLMVn2QBih$UEx z6W@Xi7^<937Ci}n2H&gi8+{y1z3nBSc(-`i8WY@4cLe+*oqz4 zi9Ohh12~8yIEoWEi8DBh3%H0YxQZLNi95K92Y84lc#0Qzi8pwQ5BP{L_=+F+i9ZNb zDuAE}hL8w_un32Uh=iz!hM0(jxQK^@NQ5LviWEqRG)RjK$cQY+iX6y^+{lCcD1gE! zg5oHF(kO%SsDR3-g6gP&+Ngv2Xn@9Og63#})@XzF=zz}Xf^O)Jp6G?X=!bzAgdrG; z5g3Uv7>fy*h$)zg8JLMVn2QBih$UEx6W@Xi7^<937Ci}n2H&g zi8+{y1z3nBSc(-`i8WY@4cLe+*oqz4i9Ohh12~8yIEoWEi8DBh3%H0YxQZLNi95K9 z2Y84lc#0Qzi8pwQ5BP{L_=+F+i9ZNbCV-#_hL8w_un32Uh=iz!hM0(jxQK^@NQ5Lv ziWEqRG)RjK$cQY+iX6y^+{lCcD1gE!g5oHF(kO%SsDR3-g6gP&+Ngv2Xn@861l(*l z(aq5UtMjcJ<$t&(GLSL2tzOwBQO$UFcuRq5mPV~GcXf#Fc%B35KFKW zE3gu4uofGz5nHeoJFpXbuonk#5JzwnCvXyHa26ME5m#^(H*gboa2F5o5Kr(FFYpp? z@D?BN5nu2XKkyTO5U6YbK@kig5ei`u4iOOvQ4tL>5esn<4+)V7NstsNkP>N-78#Hc zS&$VukQ2F)2l-I|g;4~>Q39n=2IWx!l~D!NQ3JJ62ldeajnM?n(E_c}2JO)SozVr| z&>cO|3w_ZK12G6gFcc#&5@RqH6EG1|FcmW}6LT;Z3$PGNuoNq>5^Jy)8?X^uuoXM7 z6ML{12XGKaa1 zTmV543?UH;VG#}y5eZQd4KWc5aS;y*kqAkU6e*ArX^<8fkP%ss6*-U-xseC?Q2>Qe z1jSJTrBMduQ2~`v1=UdlwNVH4(EyFn1kKR`tMjcJ<$t&(GLSL2tzOw zBQO$UFcuRq5mPV~GcXf#Fc%B35KFKWE3gu4uofGz5nHeoJFpXbuonk#5JzwnCvXyH za26ME5m#^(H*gboa2F5o5Kr(FFYpp?@D?BN5nu2XKkyTO5U6|rK@kig5ei`u4iOOv zQ4tL>5esn<4+)V7NstsNkP>N-78#HcS&$VukQ2F)2l-I|g;4~>Q39n=2IWx!l~D!N zQ3JJ62ldeajnM?n(E_c}2JO)SozVr|&>cO|3w_ZK12G6gFcc#&5@RqH6EG1|FcmW} z6LT;Z3$PGNuoNq>5^Jy)8?X^uuoXM76ML{12XGKaa1LI6P#3?UH;VG#}y5eZQd4KWc5aS;y*kqAkU z6e*ArX^<8fkP%ss6*-U-xseC?Q2>Qe1jSJTrBMduQ2~`v1=UdlwNVH4(EyFn1kKR` ztMjcJ<$t&(GLSL2tzOwBQO$UFcuRq5mPV~GcXf#Fc%B35KFKWE3gu4 zuofGz5nHeoJFpXbuonk#5JzwnCvXyHa26ME5m#^(H*gboa2F5o5Kr(FFYpp?@D?BN z5nu2XKkyTO5U64RK@kig5ei`u4iOOvQ4tL>5esn<4+)V7NstsNkP>N-78#HcS&$Vu zkQ2F)2l-I|g;4~>Q39n=2IWx!l~D!NQ3JJ62ldeajnM?n(E_c}2JO)SozVr|&>cO| z3w_ZK12G6gFcc#&5@RqH6EG1|FcmW}6LT;Z3$PGNuoNq>5^Jy)8?X^uuoXM76ML{1 z2XGKaa1QUE~_ z3?UH;VG#}y5eZQd4KWc5aS;y*kqAkU6e*ArX^<8fkP%ss6*-U-xseC?Q2>Qe1jSJT zrBMduQ2~`v1=UdlwNVH4(EyFn1kKR`tMjcJ<$t&(GLSL2tzOwBQO$U zFcuRq5mPV~GcXf#Fc%B35KFKWE3gu4uofGz5nHeoJFpXbuonk#5JzwnCvXyHa26ME z5m#^(H*gboa2F5o5Kr(FFYpp?@D?BN5nu2XKkyTO5U6qhK@kig5ei`u4iOOvQ4tL> z5esn<4+)V7NstsNkP>N-78#HcS&$VukQ2F)2l-I|g;4~>Q39n=2IWx!l~D!NQ3JJ6 z2ldeajnM?n(E_c}2JO)SozVr|&>cO|3w_ZK12G6gFcc#&5@RqH6EG1|FcmW}6LT;Z z3$PGNuoNq>5^Jy)8?X^uuoXM76ML{12XGKaa1N&rC-3?UH;VG#}y5eZQd4KWc5aS;y*kqAkU6e*Ar zX^<8fkP%ss6*-U-xseC?Q2>Qe1jSJTrBMduQ2~`v1=UdlwNVH4(EyFn1kKR`tMjcJ<$t&(GLSL2tzOwBQO$UFcuRq5mPV~GcXf#Fc%B35KFKWE3gu4uofGz z5nHeoJFpXbuonk#5JzwnCvXyHa26ME5m#^(H*gboa2F5o5Kr(FFYpp?@D?BN5nu2X zKkyTO5U6SZK@kig5ei`u4iOOvQ4tL>5esn<4+)V7NstsNkP>N-78#HcS&$VukQ2F) z2l-I|g;4~>Q39n=2IWx!l~D!NQ3JJ62ldeajnM?n(E_c}2JO)SozVr|&>cO|3w_ZK z12G6gFcc#&5@RqH6EG1|FcmW}6LT;Z3$PGNuoNq>5^Jy)8?X^uuoXM76ML{12XGKa za1S^z;23?UH; zVG#}y5eZQd4KWc5aS;y*kqAkU6e*ArX^<8fkP%ss6*-U-xseC?Q2>Qe1jSJTrBMdu zQ2~`v1=UdlwNVH4(EyFn1kKR`tMjcJ<$t&(GLSL2tzOwBQO$UFcuRq z5mPV~GcXf#Fc%B35KFKWE3gu4uofGz5nHeoJFpXbuonk#5JzwnCvXyHa26ME5m#^( zH*gboa2F5o5Kr(FFYpp?@D?BN5nu2XKkyTO5U6?pK@kig5ei`u4iOOvQ4tL>5esn< z4+)V7NstsNkP>N-78#HcS&$VukQ2F)2l-I|g;4~>Q39n=2IWx!l~D!NQ3JJ62ldea zjnM?n(E_c}2JO)SozVr|&>cO|3w_ZK12G6gFcc#&5@RqH6EG1|FcmW}6LT;Z3$PGN zuoNq>5^Jy)8?X^uuoXM76ML{12XGKaa1MgTz(3?UH;VG#}y5eZQd4KWc5aS;y*kqAkU6e*ArX^<8f zkP%ss6*-U-xseC?Q2>Qe1jSJTrBMduQ2~`v1=UdlwNVH4(EyFn1kKR`tMjcJ<$t&(GLSL2tzOwBQO$UFcuRq5mPV~GcXf#Fc%B35KFKWE3gu4uofGz5nHeo zJFpXbuonk#5JzwnCvXyHa26ME5m#^(H*gboa2F5o5Kr(FFYpp?@D?BN5nu2XKkyTO z5U6GVK@kig5ei`u4iOOvQ4tL>5esn<4+)V7NstsNkP>N-78#HcS&$VukQ2F)2l-I| zg;4~>Q39n=2IWx!l~D!NQ3JJ62ldeajnM?n(E_c}2JO)SozVr|&>cO|3w_ZK12G6g zFcc#&5@RqH6EG1|FcmW}6LT;Z3$PGNuoNq>5^Jy)8?X^uuoXM76ML{12XGKaa1RscZ}3?UH;VG#}y z5eZQd4KWc5aS;y*kqAkU6e*ArX^<8fkP%ss6*-U-xseC?Q2>Qe1jSJTrBMduQ2~`v z1=UdlwNVH4(EyFn1kKR`tMjcJ<$t&(GLSL2tzOwBQO$UFcuRq5mPV~ zGcXf#Fc%B35KFKWE3gu4uofGz5nHeoJFpXbuonk#5JzwnCvXyHa26ME5m#^(H*gbo za2F5o5Kr(FFYpp?@D?BN5nu2XKkyTO5U6$lK@kig5ei`u4iOOvQ4tL>5esn<4+)V7 zNstsNkP>N-78#HcS&$VukQ2F)2l-I|g;4~>Q39n=2IWx!l~D!NQ3JJ62ldeajnM?n z(E_c}2JO)SozVr|&>cO|3w_ZK12G6gFcc#&5@RqH6EG1|FcmW}6LT;Z3$PGNuoNq> z5^Jy)8?X^uuoXM76ML{12XGKaa1P5?mz2)Kv~rb8kW!Xg|ZA`+q^8e$?A;vyarA`y}xDN-OM(jYA| zAS1FMD{>$waw8A&qW}t{2#TWwN}~+QqXH_U3aX<9YNHP7qX8PD37Vq?TB8lxqXRml z3%a2@dZHKlq8|og5QbnVMqnhyU@RtJBBo#}W?&}fU@jJ5A(mh%R$wL8U@bOaBeq~G zc3>y=U@s2fAdcWDPT(ZY;4CiSBCg;nZr~>F;4U8EA)eqVCJhakAAG6a;4MDjBfj7( ze&8qmAW+=^f+83~A{4?R93mnTq9Ph%A{OEz9uguEk{~HkASKcuEixb@vLGvRASZGo z5Ave`3Zn>$qXbH$49cSdDx(UjqXufD4(g);8lwrCqXk-{4cemvI-?7^p*wn_7y6u0Aw4o86S5#Hav&#iBMX+{FVt#1lNl3%tY|yu}B6#20+U5B$U* z1lkrrPy|CrghE(^LqtSER768e#6n!eLqa4%5+p?mq(mB|MFwO<7Gy;ZCf?v_NaLL3?ySXLLa~bVpD0LSOX5Kn%hV z48;hH#2Adl1Wd#fOvMb$#2n1U0xZN5EX4|}#2T!{25iI@Y{d@j#2)O$0UX2;9K{Ko z#2K8$1zf}xT*VFC#2wtl13bhNJjDyV#2dWD2YkdAe8ms^#2*CO9zak8Lr8=|ScF4F zL_$X z+{FVt#1lNl3%tY|yu}B6#20+U5B$U*1lkcmPy|CrghE(^LqtSER768e#6n!eLqa4% z5+p?mq(mB|MFwO<7Gy;ZCf? zv_NaLL3?ySXLLa~bVpD0LSOX5Kn%hV48;hH#2Adl1Wd#fOvMb$#2n1U0xZN5EX4|} z#2T!{25iI@Y{d@j#2)O$0UX2;9K{Ko#2K8$1zf}xT*VFC#2wtl13bhNJjDyV#2dWD z2YkdAe8ms^#2*CO89-13Lr8=|ScF4FL_$+Z?-{-x1@dzHpMYZ^!i@u02Ap>7VCLTi;zKV7`Dkij6of_3;5Lh%`d;n%PUpG7$8+~j&Rpb-~v5nbp; zANnzXK@4FSqZmV^QY#8u5RDkbA`bD`ifu?hB9f4d?bv}7q+%y_VK??*FZLk~>Bzu- zWa0p_kd1>lgu}?eG2|nF0u-VM#VA23%2199oW>bcq6*chK`qXq4)th2BQD?~n$V0E zwBiyjqYdroKqtD;jUM!(5B(UxAcioE5nRP6#xRZvOyU}*a2?Z_!7OfI4mUB61uWtg zmT()(xP!a6hZWq%Djwh=*8EM75Uj;ItVbv|APgI^37Zj)2t*XY@Lp>VMhzq!gCN!f3t+<5CXhSlC_yR8P>u?m#u-$i3e~7VEzY41^=LpNF5n`X z(2N$e;u0>S4ejVaC%Vv$9`vFQ{TRR?hA@l~T*WBHFpddK;u@xK9n+Y>EN);9H!+U| zEaDcHa2w0GgS)tg72L-v9^fI?R0j#cTCBr*gkl52uo0WE8R3XPB%-hd(TG7T;t-Fm z*oFioA_>XZjvYurDt2NQc4H6rVjt3wjtuNaCJrDA**J(pIE)&bc#ZK(PZtTHc>_ZyT zk%9fl!~tX>8wYU+hmnI^=TL`wG@ua| za1l*tMhjYT3764^c66W=8ViAXUY{fPtAQ4GO#&+yL3R1BXyRaL3uowG~hIC|LKQeIu zS;)pg9KvDbAQyQ!hI|B2fI<|Z7$qo08Ol+C(>Q}lRG}I*sKq(dp&kur#06YL6PnS2 zR$Rhmw4ogx=tLK~(Su&}p&tVn#1Mutf~y$C7{)PyNnFDeu45WAn8gju;U?y>fJNNG z5^iG|cW@W?u!8$o#RELVn%W>CSc`R7k5Ftt7&c-PHX|Gnh(r{&AQ~}72A-2 zL?j^@+pz;FNX1Ue&l%N!4 zC`ScO;|wZMg=*BG7UxihdNiOB7jO|xXhsWKaS4~vhIVwI6J6*=4|;c)Qda zcoSWC3*G3!KcW}k!n+v2dlWpBAmo2l;SCrp&U=60?*)CRN^^Qp&HMl1~1?&>hL1!(SY-4#7lS?O?U;( zXu+#!#cOySZMcGVbl^>N;w`+59=wBI^x<9f<2`&ELwFy<7{Ld)iVyM67{_-pfk}KH z*YFYk71Q_uW-yB%;RZg&zhfRh#sU`cGu*-_xO^(e75oD_@CG{3g|~y0l$`yo{K8Xt z#V4OUkze>%M+$Qa@{S(KFD%U~JoSy@vh%@}>O^$lbHT&86Mq=S$SFLYcl3NsNp8ab0%CzYw*UYD diff --git a/docs/.doctrees/intermediate/compiled_autograd_tutorial.doctree b/docs/.doctrees/intermediate/compiled_autograd_tutorial.doctree index a7e5bd306c36e57c59ad876a178d004276324fae..a181723e4ad900189a960cc6610c45fef2427dd8 100644 GIT binary patch literal 50780 zcmeHw33OD~nWixakl1V-%W;C87di0=>?-X-FeZ-Iwi^PDLmcchDV0=DswzrVaxEa7 z&KzMjVIGT3VH<;uvB3~x1l~bnneOSy>70{H`XrN1cP2fZlh&&$&B=7qeNInrCuipS z?|t{arM6c>ICcgfQ>uFJF8_A_`~Uy_@4bUn`@j6%YuJC3!*io6_G(*K5^r|As^?74KHl+BGQA9SlVRaW$G=o7U!1@nk5H@EY}J zB-HL?C>E8~gH^%l!5M4Q^}%YbDj7;fRLd*vp8H~b{h^2&Q0_@3W4&>IV5u^8c0}py zOvd8fL2oyI-Px&RcJ0sY{vdPkUH$0s>`Pnpy}R|j&*}#+rbXk^R;vR9wRTgHHq%?v z4546E@gmyvem_u4ri0f9rv#^J(+$K|YSSX2sG44x>H;1!BB7)j_eZRlT%QLrgDhC9 z&9R|kLIJug2!1xz<=1Nb$z(j#l}dsGMDeMiK!T_{qdVeHB=8X5tD^os{%vL;)o=dj z@^`O`t36aErOinCd+Aj=_!+c)J%Fv%ZZ1wblOQDuQA0$F;4LeIw*r4PxDYS~?^v4- zdho9S|C;cx1^oxxg7Z*(HZQJqHUwjRYQs~pXm7*)hFB#UdPB*E4Qf|I|3*d^55y_z z_awpoc*q|~G=!p{ZJ!zl`IBmc!T*5IZ-|Fa6!gXu;L@$juVoym2HX4)pZ=hgCoPK> zja@jD8{E2d(ITbuE1|wvRC&-JRqhHVll_UM4FpRt)kRX)FwocIkA9)kC*^5+A{htd z*7jyu+7sNJVf5hO>mP!zB?6%VDgPZpyo6N|M5w$`-S)!4;B8Fi+Dn){|+bIo0e^}Wh^HJ*S%URKxSZK_i?gaXMReQ#9z>Xe`w z>J294Po{2`)g=O+7?d~=Rm`uRzE~Wr^K`}h@j#ujKBR8AH#V@Wu2E@Jn%ePyo#Mv; z_5?$LfQsId@swKkg}eIw$)FNgR`;dF-u5Le3i@qt_j?z&E~bB|ipq+&y{T1cj4bvx zw<#_7!234*Z@fhbZ%cc}il!E&-P_U9w7%K9cu8wFJ#K7n^>{m)@NIGH5>J!2yPue z+uQ=I@PR%-r`E>B1OV`CYJRNU+uqo|0)%c++E9bgu~4v)nriQO;!6Ox10|FWpw-$8 z5WyRW3_ZZB#m%gQ($s|B!QAGyhg#Qzam{T6R14tnHW7*2o0ePgZf=};PhmO0UBV9G- zH6ANzrcdvQ#ryopv^Fi6?2Dwe>Vdw<(nP~cEhyv@EC!11Ah0w)b?y(HY)7SNFc3R-A!$J zDB%l))~AQG>$rXFBX=}m-x>Avdn)F3N@E}ch$_!If(;FXL z{65QTt^J|c21WRzittAj=C1m?lL;6NFm;PW0q&EY!C&%tMXmOESM6CmHJ25D=U)L& zMf9jmFf#EACy%VOCyG*t0X^BduFaNwq;QPiSxGomHK_dG%k}Uh6#5}>`LV?1b40Xc zOi3kFB^gu;@Z+9G9_I6mN%G$k$>IOHt1M+b_*-=UfAe7choU&mLivBsEAI%9> zZOS5M?fk&7KxpoPDPXT@PF!8Fz()JTRoc?1W|ju4#SIM}HYA&BpK~^-*Jc>=V_KV! zZ#=x`i6KZA4+Y3R!@~`prpCrJ0|)`XKx~62(TC!!8<=l#^~qEy0rMnLi9IxpsxvYS zSq!ng`2bEQ0Any4$s&Ud7EuR0@z{n+`l{{)G9G3?3DavA=9SBhh6Y~|cEFm`5RgfY zZj#C8NkwDv0O&iB_$CW{A)FQL@D>PQwgo-;&k-MMd!nyV`B3V7saa`i^&?gazl(i( z@PPfI-w0$r(bwc@Hw)mkQIP$`FNEoo(k(dSX^+^1m76L@B@d5WYqi^5N{Tr?+}4o2xE?~a zsIs;U*X%>c(X?gK2!99jUHDC!^nkW-Z)v*W6QRB4qt5Ws+F{eety5c^%!QI0>R_Vj&JL4?f><8 zO&{K@Z{3s|K3gnl_3s9sX6TV|)lgx-mYJdAs-Qtm(txLPTB3#%3_$+_T6Bt;)8ePt zA@vN3*J@s+GD=C#S6s6IzV@N)gi|a}eaa#&HYs@_ci=*H%liempFJ|H55F>Y{w24kAPGS(w3})=JMHp16p*$e(IUA|8~U{sVoS%tx*WS zhoxSrF^MmAi(w*431g=A?Jh7v`Yxj-!)VoHGgHE&O?uM>Xyk54EI>`6K!J4$AG;Bf zi{yN6og+m*^ZcpY>rd;a&*!$k%ZG*I6=#Q3#o_x&Ncoy=SSZO_U#@&xDAmxviF#=heaa`mU-cQ zW8y~WZvVU1-Ab72^{pRZ=#Gt|&7EUskB*%^ncZb6^)pZa2h0@(I;75qg6obaX-p-DXFq z#8iDZgx0WBSx^q5tH1V&{>-amBip1fBSbZx9waKHPmGQ1&Ys_=pL&sU7jA-0;Qh zg<(PQ>Bdi!SpUq4^-uK2wKk#v#Xrg#430ZsQ<_uM`;eB*p*J)84`feZ<~Rjm%M3j` zHu|Q1W}AL^1S2zd=>Sb9!-M*+{m@C-W3OaK_hc_Tn;kvGrWNXzlHU_5BAJ=RZqv1{qd%@OfZH}>t*w+<_b+5B7 zm0buSi#eV|o+}nAYiii8JmpK+pB<^^%Vg207e7-Gb>Y$)MNtB3kK*%%qM@YESD#QL zJ^V4=BvSoqyndlqzFkP==>WKS%NRlIkcZ|8Ur(~c^Tir$0%F%-EmjR?sGE`+j5J3H4K^G4 z0;&Y_dFGw{f?@WD68~@u7yG7)#GbU7SJq(K>@J%&OF^6E&TIw<1!8H){Tw^D6JZ4C zm)z+O5HA|L^fJ_(Eb0re^*$^ZM|(oOV%^x>CXNFGIGOli0;{nZwX@S2CaW>Kw>UG_ zr$FFtiNIvVN*_XtrR0caBXWqSXOOE_`;=0Y78bZml`4(LBC%niJVk|^+|HFyxe6wD zYy^G1Qp{&rIB2$|*&dh1Z6>nU8RG@y)99z!7K1BVDO^)YjO6Ih*v|rRm;+esQx^-C z#A7ilEJIB(Oj2Fp`2a@7E8poOl@ImIRsX`80ja9v{%9ZyH4PQ*jv1&)xYvA<7dN)C z)X>b4jAJ)@J?l&A_DC#|Ko#~7D&3n%_0_YfgI;(=UNg&_FR|f47bArjfViIxIXwHI1EpCU@z~*y!uoSIO}(O}(Lm`Y232(u7Pbpy;x1 zjl$TYwTFv4xjn|C22xo{X`#aD!-!d+fiY(BjlZ-fb7%zBndzsWe-%a_>J4;ul6h#D zm%}fOo!dbU;qa;K=w|)m$?Wda`t}Q%{b#5P5+Bm7WC)Trw~LsPdwuKpu`@6gDdKVd zMO}Md-}-)L$8p%9%mTfz&zuG9k_c$wj#`!W=Uq|8GB{mU05cANSyrRYvMy3BNiC$i zijm&zhsn!pW#mPucIwGc?L|3fHjN3Oc&XBG-yl@Gh5rJBd0Y?3H)e+nm-i~g<@2rt z%j`vSS)nwBRZLO^PE!WV_8As`UMUv0yAyh|8_jKv(s)3^jA0~jsbas)ju<}wqf&hC zz5G#Wf}l-CYo+Nx66@3ff+F)AZ%n`#ZT`Me+RPBjMQVNQf)e^BUmv)e&Q}0Gb2=}z zMz-n^<^<%9zdpYG8U27^3iB*B;u?=4ojS^uBNlqN9!1CzI@hjZnXcw!lEH%T>?-Ip zBg<{+#QQR-tX)nkAj@0;1hr>wOP!yOhv4;GJAx(OT2+trE|DTIqlyXNX4lM?~W_W;1ospVjUSt8i_MZW$F^gT9{v?sZtg8j#KXpMGF_C=*q`c^& zd^u7+VC-5rv(2E(-rbTYGJNSU-dNVaVCKyu(ua0h06#TpH%T3s#A0n@)0PY51+i9x zSU+)5z8tZZI|#w?&nFz2Q7pWG8MR;>tFzPVB-!5^B%^%Xri%NqsFw*;26=wN$YYtp zZ!QYDP@y*#M9qYRDbRm$L3Wzbjs9!3DPFS$`XS%BQ!!sf`Cqx{vmC2O3bMf9rzQLd z+w9I_rXCq;+=*gqq{eV!fiph)l#5>*Aya0rWp)fAe3kp)bT<7KjPLwx5Tu18A*g^N zyLr0lht(EF%R=&EB|z6tqamCB1ZUY1jWrFud5$+`7fdd0V{Mi9po~6|%rXHwn|)5K zdLf*fgmK}Td1AbHDq^|`JEK>7rS$SJCFELWq<+;ZtSD*ZZhSt5@;AA_rOfzTvk^h+ z{4v1YB&QE0Z1WQS73MrQ&J~SlZEI%doA8gvH*KeJ2!mpD6o>h6#}C5~0pbjTCP>>8 zDH13QZ;kuSHsgdZFmel#W?klJp$X)C;d?%MR&$4ve}wfyV6iMPSU&|-6qOuCj^K&h z2ZwWKPa;qcUyf?QuRm01^%E5`yH6m&f|54Q@4<|31OkRP7tkA9suYvYFnKSbkIYe8 zwy4Cz-F)>ml>e#=c+1RJ+Pdt)v-)0*#_g$N<0p@f4?d?~cuqfbW*q9?$Z5?xCGOxw z=xFTRVo7!6aM@-L%qe4Mca0w!%)PNmA9{|Cl{w8{A zN&rs<&uw`LNn_Rpd0c)$hxb`8u#k_??QdkadHGWnpHTO&Xv7yN0nkWZQ?Z`!E6?(V*cD5t1!X61E=zwDp=7fj1@6{dDdLXc< z&X~VSFJ3lnOv$+XwhGY1ovZ}xvVvPYLw&T5$-Fs3yU*)Y*u$ku6|c9! zheIuJeOyDRuQ&e!#|GTa5sItA?(pHZ18;w{*RVCk*#%C|N}I|q8EljV1b2*)vnS8#xA^y zBMM-alT&l{C}L2j9^54#NXEy@Gr$3CboS-cPc%&bBEo}x{UTAEv%Q@L_h9mNKP|j zp?W4M|KiNOtW85Pn>1J=cs-e+=W)xeIow!O4sHxhyw7jXB7YUTwGW)2A;XqKW!xKk zagbGv5T1Vcu)b|8&Dc8z;gncYXL*K&WmtV!-AU4hZvk0>{HN)UYyBh!(FPmY?0f9q zE;fi*j%JB5RCEZjTcDi7h~IH7BXwRiN~b;253@mZnw;IJ&@o|_{fx?%mSq?;7!RK&pvhWy#oXN@7*|tl+ zw3SjXtf#~=`^Hfi%MW>R$>o#SxS;iNEj@)RU{%*H32 zNmpVjnn~!du((ZWN+cC#A&^;tyZ8E`eFu~~ za1aH1KxbiiMcNlD=j)2A{&jp`@@-0UG>})Fwc@&kmbj$_<7f+N!Pxy=VEZ+ll5wZP z?&HC&iatOU;O32ES2m9AizIMJL5i-n#}~R;7;qbN2qQvG4JhDMy8Lvp9mCa_7Fa1W z=MivWzb$puA2j;HRp4qoX-p=9LiR4dUPmrjqHgWi>r&CslPQ%qfCtL5WlGCJcklwl zX0IJOe(9lDijub?)=YdBEF>#jL>%)VQH(Chi>RFM3Qpi)cLIv-={1*4m?mMRUKMKC z?Cyl*s!$g&?LJ~cEvF-9hJCZl+;Uky%QlPgU=0qeq01`~JIucM<`~;Sf@KPu-orvg z=Ex9MF?cM}IEsKp6S9YPQu1f|Ep`|kCGN=62zqc7fpOSBKU+~685C6*IgTVwSXwPO z%StYIz_F>pA%6xeBO1M9i>~>m8qBgXVCrWsz}v#{c(g2JiBxd#Ip6>Qr$Smmprs?0 z8!DVET5y?TqmCu~>39JG?~=2A-eSiDgPqTpkqNR-Xz7D`23u>j=E}KcL1`kjOXEGg zvy)^&Saa9*M9uD))PK8D48L(@<;nz4yV5aLi<;ges2{muce<|*pgg2mUcz`}OQmyIXr|3I* zB3czp*?2O&{MzC^$w{YAQiaK;a-YQT0R|@G01SBJYA^1TRO3E6zS{_llBF70%0BO) z)0^zZ(uZI)8$z+>DnZ!M>Ig$i@n^HbKSRt)I?ZLy`73$o)0;MBV2R&;4WPqVgg2PX1b zu@V5ex>}6eJnLdkXQu^3p>c2_t^u~$0i*7Gv{Z_^!m6MinN`s`A*>}!wTaa)fU`So zf6m6>@Q<bodtlQml!#gYMQfQ89BFYoh0E zYoe4gA$IUv;;E%#l$ILK2xrNlDuo+M1XVo+Ep`3u+1&9>`5BTzN-L}-g)002jR#EY z^vCsL1O-vQC~L4F>cw&fK`VE0GP@4zN8i#1&x2;xb(!qwzRW9I^gYkQsX>}HPF5=v z8*Q0DBZ5Q|s%sMJ2~Mar_)~7w3wz=c$h6u;d9o+IY$IpMSZ4`)!eT`@_;bl&MQDHL zT-GUk_9)_(?5xH7;~ERc3MpsLZi5>Uye2NL)f`c**DqAL~QW{AqtWU3ZSr> z5!!fQJYcak67I~7f3hl?mrR~R}t=rAWKLahTW~5_Y{eC&S z=Tn@c#&(wruVtUXO*drUEX|97++4J%5RVcir1}s45D*fz-|&O z0Yyug1V6JymXK|~*b-5yFi=x6l7yH`sYudv#8h&_BSM12PpP`Y4*?Ib=Rx{YQS9eF zS%bxXes1*v*G%PW;RP>u8XMi29o+?$TwvuHw-V;-XSiMC-+3|1*1Br=}MN-o3NtX zvKD!qNaLg(Q{h3v3CSAq;HKqMtg={JWDH7OrxhzvfJ^Qsw!cA5p$9P@s4_1tYM1dR--Uu}x+dLBT`8G;tA-Hq{?VrnPB=U0SPRFykiy z4GwZps)(~#Pt?!_FeG=vTyrC*m3uTbnsSqk_EDZ!zWSN zI)#Q0u?dW`3m)|ZK* zGUIe9#CgQ-XBwBX^Sd``uH#3kAH0Z$jB!FEgD!uZYI^5|$s#HsD>{~!nv}GZShui9FRrTDu-sNb|(po_Gwoz|jEs{FpzI!oEbg zopRnvt-4o@QeJ&5j{4PX-(nI+y5Pqw-VM_2qwDaq#`u|vNAL^hes%jOq)%_rT@~Pp zZ%k|Rdt$L9-7s!>xqON?C!uyHkpk`;faBkn#*?{;WIWXG19AIMHGw8S&7Y_dl|AuM zih_?_NC=S8qfsG3skZcBc3h>a3w;rFy&6G|hE@}VjEkRD+V$!HZYiW>c zQoX1?7uO6%K`WF%Zg(G^RO8x@Zk3Qq4{38l(f$-j;Mg2o(g0BETt)8z7B40YUKqeqXCb)7lLbWQzx&4Kc(6q~I7~r}LZch$5kY&&<-F zOJl`nKGLoYL8#^gQhohCDR>|(dk~`h^Qb>UoSMg;fV$BHvEO{upHNeQm~WtuMCv+q zpdZJ>;BrZ`CXr_h_?$4AguSn}VU+AvH!Z zUr#6k$?N|GKn6gw1rEV@r^n|kEeI(o3C&gTg#|g3~ae<ZhA2fd?jA5Q-1@9T1aPcPQEeW(y54pL7CdWk)$SEuu3&A9mB2`hjrtbz$pI zBDoPD1XVSOPHyZ*sdYZJ&mW5Tu#ky;5u_Q0wCky5q5<6&%JtU{Z8mR#HJ?E3scLk6 z8Y{WlOs+>Ta3O;sY~IGGNcxcY)vH1;L1M0VnhtDdH%(q)n(q?Yd|QF2zYkD+OH8(G zmP=4CJ@O5iOrZcPG=m=U@AcvDQk(w;AHi=0p9*im?w0T-`uH{O>J9&jKE6pG1N3nR zZXpWS)5p(|suuoh`p6=|B0NSPU!)wiW$Xiipzu=q_#(Bwj6N>X$0&U~Lm%7mkJh zYj*IdV3H&CO~Q;JMVBdaq~e4bL+T&t8$*f?(&I?cF%ldp+NjKtqP!7~6vZ((Qe^ls zq{5pRW^=5=hEaV^cZkjnfQWz-{0S*HQI50S`h=H*FktZXb;TlbB(kEPa6FWyt8Fb- zi(Xl!`L_0rOv5SKjn1}=H`i!2P`$>+p0qZrI~Iv>F~{^f<37IO2U9x|Z2k>cFQ1v% zntqhjoj(rE29Zo)GZb}P4{LaCVk7be`^00@BB(-8ic&@8DQ?;~SH=`RCPM2~g-!Ep z`%4|X@ywPzbri(M4p!U{tkg-HgLR7SM=%4uV&+L;D{7s$W_5fc=2Jyh_a~HYe>4^i zLAzKwB4ISn&ac(B7lGlIgNHa2zZ`to0tX(Kg#$M*yb|r9S#bxskup_}0NyIR5outYll2x> zDqoGRi^euYEo7$dBrhbrKUbunl~9)B`x!A}WsoErmWUBycMF5(j(a zN18IHUZ=%?CzAH4Sgb;DCn_O83<-iO0#*Aovv^`-Uk zHSv~vliiOu`Tt;f|C;uu{y%&i!79LLtUK0TC5nwG_L29kGQvjpU_;>eo!4CEXp~re zz&sCG48o~m5LP|#=%cHkLMs}D3k!}y%OJd}Pm?r}aQ$xQ>VYy`6)NQUGUf90X*h%$ zf{&rX+EkoTWoXk-K|X$H+VtHrC<;=%#md>VsdnC~N^!Iwj;k@YwBd4sV%MNk(1IW4 zd3F~n*zUSv2i@c=Lxjz9?@~gUd0oNCLDI(T>RqOU$#>#63uj(FmOFAHdvt{FN4xKi zJFK}}@`53u{XXVM*yZ|9%P`ZSt%#=;Ypd`+)T&Ix!v#hBs;Vk%irQKFH)U8V#^=w< zlq;>Oju%!{IuMu?Q9$nI#{yupAC>L7>`*>5}G4b$S0Eb87IO literal 48845 zcmeHw36xybc_u`1CNmr#@0{4@E*8}omXZ_sPg;q{qRF5Ro<^~+GASBu6YX*HRDB(Kk>;@N0C6Ey43 z%Ba2BXeueIYc<+TZPp|C2CY`F$wsqr)%Hriqj>t+@#9Yw_dTK9mdmF4(&5N2Pwy-2 z*fYNKy~6%?jaQH0m9cAwvHK}w|Jh>x=-9|krMo+uO808P-c+JL8dtl!^P+ln!wLRv zb|lwt{pbnzu1%|Js7y|ul@0gNtGxDUw0&i+N7WXiLG7kT@>&4@8u70g|5{O4Yu6T_ z&|HF3yH4+J)KUqx@v&60uklMJ2W1-jqS?mvYENVT1_nd`oRbU(vLJLi8jfcgqe&nl zp+=(NtlDT&GZG4$j1Uq9gXs)Vdi_0@GxXI0$6+u^zh*~Z>yjm7XAX=H4lQ4@MCpDY znn)#;JHtuk7A>3Y&n$1Gv1qv-;+e*Q#F}vO*6xsGo0*wx8Y8#2H^k^DW=_;AXz@(S%b?G|v@bQESR%{i?%mCS}A zxM>?HxHi+C;L6d`ZmtLJ0`A`p?g#ocTo;F+hNFGSU`B%~iRAT#_d$rWS~`{M(@4AB z5mz1RS*uz7#p#z_c1vbmpR!I(XP|pm)Hes4>y`D4}NrAcY-!2k717y=y7qLGM--m>YO zT7T;;{o$;pL{`+_yENFbtW`n39UbA|(zd1a4^>fF33fEMDNXUE!IpNV6(4xtj{nWK zC=qP!=v>*{s&oW9TbtLl1eY#r>!rs{Ep35dXEVMnZCe&-4t8`XEy3oct$4VsHQ3g+ zG|&=kqPCh^0xKG~0$U%L3@F9it7Pd<*;A+1m2Z(qMa2>&nhx zYtvGtGq|j^&4me+CQPhsQ-F)kbp%i=dSBKNY;I}~wqtlL_}AIo5^Tr6w$@JeucNb* zhSRAPHGC@&{VLc6;R;=eF9Hy zO-pG2fU~*fp^jijQ^!gmx>adM4Fbo8!6s^|qx0c=G2Bj+P&xrtTMLE=+JI%~0bVU_ zVI`F2X7mo?wzPk_Z5;^L(oTbF#W;e^gyN3oW{d-0mbQXJI+hVbaSkG4;uVOq6r;mG z#yRwq9`>^OXal^`(hj;1I2dMY`@`VRMq*I>fu!83jGcMOII-C{_L{Nv#MtQI*!x?h zHJA>6$0qQr8!w61CGj#<)Ftt1_ak1W$8gvo%KU|0ay_DdxV<>B+_8YBm&)V)|&!rL1s7Exie0GM=!#*4wSn zftZOZ#%qs{o!K*X$|LrmjE%fHHu5yrc(=+~!H;=JVxfLr+2(AsvkCyQ%PNq5>fCQ&j?~{Tf~Wreu8oIw3rBQ2zgxly^l-O5tg+ z!-JsKgRAbp{mY@1tL}QByIU!|GFUixxbWOzG}?NdH4v*kQbw`sSqtTZ9bg~P6M|PxI3$YQFJv7jLunJ^d@ib7QbpR4vm}tQJ>OJmNt5c&D3p z8uVGFB<1z1@Qp_X0x8Vz)6od&c061kXl`oCvjHJi5J{~MWD+ROx`FCXtB>ZQ87Q|* zHQICrRcC0}WK-kYO9wcU2AG1$A$<-F9#;nf>D2ma`l{^%Faf51h2q`{{=CpYiuSzF z7^{cDAX6F`A%hXfB~$4L@H?5%2%9rwCaiS^Jz^j2TA=hfrq=BbCz_NGq|Uu9N^@Hn zVHWso>@$D|>=*q;4CLWNbD+a2fY)Y0_7}e}!&l0;;GT*b+jbOo?Jm4xF~kP#&$RFOpC)L3X_}Z=k`MT=goY8* z0n5*vbKiysX?+n9%Qm;`br7{ppVCoGf*WHc7R5*u+*Y%UJ98z#e8H=V%~K%=;LgPM zaR{sd_Z!1{Ve4+C`|c#xu_8IP0IOtE_}{inYOTDO%W=U}y01~JvAGuGSWPy~!UC(c z5J$62v2doz$xiH~iIoPLG?;_2Tu18>27ihV{;LB0dh`PxHD+XG(PSHUg@SY6 z*b@ca>v^#s6MDh*3GExSj%NbpQXCV{5w1d&cPmh6LZSNB`MpEq$48a!yVR`m0G7kD zY6MGaSmLtO!+4 zL^dFUDZ-}pY?_bxJ4(QJem-JS(0hR6YQQw5*saYp}GIg$S!iZ%vO|u~TVt3VV;+ z>{=VC6XWzAW9Tp$tCHL_rLgT!jkosv^0aOYZ5$syHBr9a&j%l8z>#0rRBf*|15$lm z;9#A^ftg!%p`r8Gx6q=S&D`@A3V%}1!1zM_rfLu+$zEMG4@jLt>>i4rcL{_L|rCH_xZ5$#W0jRxGPWVGU2~RyU z!r!R)LX`~wzcswz`;ycsbr$laRx#a4$zE*M|E>>+khaKh$sk%a)x?zJ(Wks=4;=Xu ziBF)WP@RCfOpIU|IG5)nbB7+u$@o%u_So3zea7+A<6GX99PKK==_0jp>~D!%`6|@~ zG%B&l+glX-J0AoVn&49a`$s;?Q}E%3G+btj$g)t%suhQbcXOc6KmDi1vEAN2H1fqW zjqrJU;%Z|uh1H2hvB(;v;KB`*ki4FjhqY8{Z6=@&sFYuxqI6xQaNzavm*3zDqt1m# zeeDO>xv7b)3D(yyZs$Ul=i2dWQy$LepwcfZP}7`H#ePN9T&u72nl??AQgT}LFKiH+ zHLY4T#VoX44CV{WlIA9Y42w{E%LF?xbnh5t`idF3h;phwufA zq4!|nc_YPb?;B?~qCny3A>+mE#z@{c@xu7=J*C4Wck}&|#;)Vzo6d|MdE7XD5V@PQ zN#yVusy=uG&xOYc=j(SLP)q6Gh!j;2{P*aO?}>s?|JP5%D$C&ojt}a=$nt%wZ)&uO@eUvAo z{soEHQltLmV*V{`x{{l*xLAWH=*jT=g}u)}=#>Z$Wy04vzhy_^*%O>$5ZRQDQHjC6 zYl<2c#&OEpv(Vm6cv%$tx(_r8wBLa85Bn(ZiS}xhJki*u49DJ#RtNHp1}+!yXsEx&-A zj$mIZ)fZRURxSKyyAc~Bjm^yu<$CY@;vMSx#~$rld)pW9j;TEl-~HIV>(Z;!tzXRc zeziG#*FF8KJDU6d;H&T!r6rK2FZK;0C)E3J@vQWlP3&8K^ZipVA1>GVdULfd z5)iImAkO78&=2{vdDXI{O4JbDN)S!naVLPBJRBE&nOGZ(?0YZ3%Vz zS(JaQ0!>jqHh?lHDwHM9ZNu!<>V>w=HroId(O5Zgpl&HA(A@GW1FPi%yyL@Xi)V%f zC(ks0N|0mU<-__8{qgO$QGoZXtii_7fO)vobNXqh_rifU3wxd~9^KA$dtvKSW20}< zj;Dhou;%1?pL)GGJZS9L1HD~5{9bDp%*EBk%j*@3Lo-$CRXtTM{9Z)MszAwD9 zM-a^UP{JSk4QKmbSH*oXrDMg!a8vPdG{PoW2Z(?=|Svk?(Vj)Jk(kJ+YFceDIl0L!>P?L zc+W=c8njrBk;pXB!V~ojd@aN_`-zcZ8+h4bAx1VjUTeY#K)+ zG_by;dXJ|v8B}2pq1A(#T%v(l4|)+4v3)$MbJZ4@{z#5p5|uH=0~HvflGcy?ZxC}L zegAm}-7TMQHEr&JavD4JwaSt&fn%S?!$F=GyZ_iE50>~ z8d%wdv&Y@EF}BA_>P^WuR5*VS!C>CT`F*pFToE)wSn$#xN>!-*Ezgz z?EP&NCLBIi9NlD`eZ9EzxUuC-Vb2Nbf!GM`!Z{?h?qoD&{FR~ehfl!$92-46c6zU& zKWhw~ENnXh=af1y&OBq811CSCNyP8$$~#ycer&Q@ZA}nK1sB*|dYcibm6#V?U&AP2 zb;$TAS%Hs)(x;x7(*NYdgtVI0%atlW?yH5$x3PnOU;)<;@{QFYgJom2u>77MKC?Q} z{gp2dUk&410nxMpt9b@PzFHV=^d|yVH@e>%<>3H-nL;ICsbRmZju<>gs)gqZ7b>IH z0Q3uQt2_>fSKazRU}J&njWsNWmyv4mGD|2LX$P=#R_LBmP2kVKe;M#u2EJS>!YVV4 ze(Y7Q3b8~Ewd&NPP=;KSLcQO|CK3wP^3HF0(s*9@(>xhjPQYa}A@)*JS_axCAW1TFD)u69R(;MOV-V3x$^HIJM`hL^hjf}J} zMR8a{wpUZr?QYxQg;gnrCLFhNYAl&uJLh(5~I7)F*lHwc}kx6q``krOMUImy;v*XUn=!{^LGIT1grI(cMYfwU|mfyna4KBwcy@eWV4^ z$*&HzLmN&h2UF-aAi$g=PNd{?jMYrbxM*EURL59vi()%{AV^rZRY2&IKFU`@=$B3B zz>H?{i8GsV1D!OLK8rI{-V#oObOl-Z*LE^-$AL;OGx3Ur!Kv%RLK$m*QS7h}6bO{v z2b3N1QN9w&zT)I0+|h1`_DS_-Q#_Mw z0LVJckYzLTpO_E`p=7W11kxG}Q?Y;Hg9v2y&Hg7`{^jreDWI>Qy;DB=twj7$Z*rLA zwFNGj-4_y_l~1Uxal6rDm*pQ!;>>? zZ1%AU;Ic@kPgn$~ExK6+(`r{F*YXJ$xZYTOF!uPR4>A#Zn0+qPTY%6iF>Q4@soGZW zmS@;3d=TH%6GFrHK?i--vxd&Fb@|N7Qz8epf@CMFU>d1&^=fNMEcp}B`%(VqK4@P- zL|1P^fZIb1F7{-M(5ep=w!aDFp5M5IWRZgFqc{$Z&lDknh$|NmeL)7bNVh;?%$XKUoLv1u6^L9VT_dnYN8(!?}-%pD1K(lL_O$nuap1eAG(!${ITI{x0l z@l&rO(2qGF0fvYGhQ9MC(laRSlhO$`(oC`eFSsXnj%933wJ>Az4qG=gHJByUt`~BQ{_NWWDE}EB zW2s=@^ki}WDPy+|lTbKz`26dyo*#VLIP)~-y@*L->g%CY5xa$OW8*Ed`3i3ya@iTA za-TmiIR4s3vJLys@`OH|D`My)P~aum_=yj+d*LH}z`aVE$F_rFAlx<|gcB3Z2T^{= zM|n>|Ps~f++qY&?&UfyKv+KUVXzB_09iG4^{ zvu6O{0v9?v)_w_#d<2A_mfe<|7*O?5soz6emDV)aY?zfpL;!)gG7w0lRw(BIg~dGO z5{htZOH800=q|HM>XEV0p~ALjj2*UFspJ)*lNg%q$IGs$7b)iQexG`!pD$Xe1K~tJ zHhlDN5VJ{1?by$WCgz@v#lCyCS*j{30R;vphc*9en>-L$*swU%AN0uy-5Nd2w`?NU63I$qqwg_e=7(`YI0v^Ul~FwzsKl~8_aPl9vw;)~{Mtnvpv6!Z zw;M3aoLMXn$r7DgDu_;5G71l&v#bb}X~Ke>iPAM}bmdRZA$`oD@Fz-NL-|=g+VvEr ziM#Oj2uN;i3R-H&)i)zB!sU#cJy!}~aod){@V6mb9+n-Fh)4ip0B|!AOOROshR zmVpU_g+0&}xv96AH@qowQ#ei!My?`15k?M__eW~s>~W#Y~hhQi(*1@aH$=U&>9qz zgB3pbmE?f>f**jR^DA?J)rGIpV&~@U$t=begN!gjZyzVx+{;# z1ukh3_?*M=$tA)XF~e$awODQND}q)>y8k-m;RDYLu@<1s^n_|%wNOp4G0`o56RU80 zs{SK@!b@@MDQH6kT%lNbns#yIQZ zYbd;Zh_-B(#E|WZ@3X!-wo%My1pvAWsGdMYO)}22*C+9)XQr^0StnIFjX`AuS+lGQ zXv6~x{urg($tbukH=3ZmU)I$%`t8A>!X7SPt^|XPAsnQH%NrY`iN4b7QyXzTPBg6w z7bz4^^#%KreWrgbPR()83H9mhiqE#mG|evK!LI%Yu5+b5Z0x|!*jW%J1A&OWMZ96j zg1LjO7u#1h*tf6zrw6rYM#2ACO;y-EuL=?y*K1Ln$h}_0IjQlu(i_G{iDcZ2v*)^2 zJ&1$nsA{S|8%;zX!>PTjk)U#W$r%JHuEzzE(AWm0PsKf-G;k$@n`{+a@*wM*i>STW zR-@ol?X=2nR!U;8CA#5QR&KxPCTmBuJhdvw6_a$d? zERTGWBKSkrPG#TO>~Eod`OWqa3;nW2V;xpE%cPc2-qS%l3sh#0{@F**bWEM>`NFm0 zuu2$!6C74d!!oC^*U;^&W^AKHPF2kdhvW5+uv%waNdfEgE#aoK+s=N68? zLh~!EKwB8X0Z*()9O_AD`tNxcC50P-iNS|yNEZ4($;vgbA~m+0i%;jI z#3$`Qm~&I|+Y^Zo%Uv%cJrfEKyNkgsK1C zibIzaWnyyY#T1jQgX)%7K}(hGHd9}{H7;xW$v&2`{he|O>=3Ub<^h(rASB5li*WMe zECtmk-+;t@Oy$zlTa`4?AsF4V2J;2J30Q0O1!@v!q0t;A;(e#7?I_-rE;|n(rJX0I zXY&r@+z_Rl@w1BUW}k&jWnnCzmaM4UGlh){bWdrU76rb+DexHnl(Q4|c+Izf|8+jf zQ&d0WpcBrMns}0=&nEI^H}unCF5z^zC)!J=x}?=L(Sf`+6E`j7*3egdT96&`@+cp< zixa-(a!XeK6%Lej?wD+#V;0n8WJNvVd?6JPgmnF4c4EVtB+g`DhyUE5G-tAWUQAvE zZout_3La2y!bX1fz>%=b9Eng*S`Dw|r#al9v?R@GwXHg9#diy>XOU6RF0S^3@=7fvUjuKG2zuP|Z;>8xo{gy-h$@@w@Jm&w#W^0oS0GWuvvS2&Bfj3HqxgYz2WA|`{Qi`ZOS9O_Yb z!H8)VPUAWq ztHq9S_u&ocpi~nFdC|c}&hY#rpe#o|c*T>Z{Df#p5xz}=orj_GZHb(M{2+I_FGB>N z`Vngwfl@O0b%b~E-#{_PNxoTV=Rrz;s7tG34++V zSL1p!NrOk@_jO`goRV&5S)q-}mA}uYt>z&gSpAoK~8=edm|mzH<#SXR7y|O<#3j zGLGs%Fs=6C4skUdBHEepJ95M$%h~5mbT*sQsDA*?oyilcFCm28J%ebeWPfI}{|`8< z?A)%xL7rugbbA#-AQXbbW`7-u5tf(dX2A%W#=EO9Ee5GaeYQB4F;db-TrQ%R%+n+gM@~`d|P3 zYF7CrIzvgUPy1itZz{jSU)pRwb`FCStNP8Lf_+tAaIm?m|82+7+LUqRvG`XZ#Ad4m zXTlMqD;pW4Xjz%aV1PR<_OKxNDyL43AK6%%uPoTM%36}WVqYKuSrogK{#3Od_<31_ z#Q@){KSy{Dss4rmIYg~`6=~7Oa1<+D-eMlL zitXITcVV7Be(o4;syKCwFDP1h4(#~1;+yOUG8X$s8Wr&cTnV!#pID2;2)ha~cH+v< zw=qkjl~0y24nL!KU^}@N2rS@2Fx%Zfg_Bzg8;?WBASugKD!3ZPsgt<#!q*_o3ziPN zZaj4c<6g2v%myh{`~Im1+wwjxO6wrtx1`1?agA`oG)KD7oipgCH6+GiTPtvwaEPcM z<`8}LqLI)VnSK#F@xqyvF1B=%d?ZjT%u_X7Xu-`Wvfl?qC>>2wWP(IuH)r^B8UNg& z6r3*Ooz=LEY1Ldp2t}|qkxfHW2Q2xLup*%?keaTFAp%r0JxH@CvO?+85|17k!hV4Vx{J$~R&Gq$v+pG{fRcXp(Nha6fP&m6u4!V_Xig4Pw-jD$k? zC+GlEYOe6o7HmkPJ!MFa8r*2`rr8Peo-Rmv=fkYdyJ3z`S%>2j6T)hl1iefl;PBt1 z+?JUC3MY;Kx&nEH;in#$;s1lF!@Ui>sciLv@Nq?5_%>Se?L`ar3!9XXZy}Sy&)g9!LD^ z?hA5eSRgdo>pv2uJipmARW)?@E z86O@I>?3|k6BBy~aDY4y(x0kAR$q}dSjg({?Nis))AUxL83ht_;(tVA$ zh7g-)m*^GVdka_OjSn9M&h2yBdYG6B$gm_<_fr})>yZ>FF*=jn{IeD{%pxVpr%kgV8L4bV+e$1fKa66rII0Jp3^ml_-aS$S7Btn zp+=(FZ^#{$azAB1C=iVYnmd>g!4yRNw|spxlGTG<>}~pkN)8%Ybf+xxr8YY$td+f~ zl51IEcx){!6iZM1MAm>A{IE58o3t4+rxJlnp2s3DK9^@z@B`VL(^52M-g`^VIb9Pw z-I}v|V?OWI>l+YwmANrBT0@?aHzLArHtEL#(G*4QG0TIs6HQ;kS2jElt2P=0#9mj|4*+t>pFVTyI=W z#QrC^U!Tw0wZ|2(whyfi)Nzmp{T78TrJA&1R%6R%6 z=LE@h%j?%tNot8ohA1mNj$IddeKwv4KHJm=bj(k$>2)wb^hFgaCFWf6r|FI)>5$i@{-QWiR32j>!& zB4Fh?>F|2_6QXxTW z>(#JRp_kH?nDl{Wq=7=Hy*AfR_tpXq?znJ)-v%~G^+uCxKy0A_t|FZPgX}8DEFwA! zbFrJj)DM^=(Sz+Rnd}A(K~vQ%I=QwNrPhYjL^v7`VYL&<|D+kV>Q_?Bgaf)unCq`? z`dr=uYd(Y8)79jOCK}o;}CtkNFTqVkAI_&qd1{0c9=e9P%7Ls`gnvs9;S~@1c+ko z^wC8<-a{W}>0=ZhIlY#~L_1PwgnU$8+Q3#epsj2$TiHOm*dVsD0c>TRcd?GUSf^dA z!!FiY7wf2tb<&m7ZlY!xoO89Dmf}GEEkVkFtR+YpkaRCQ2l6rrJDtQEboN>@4BHxn4A>DRj3GT&UL*Fh*euvz5ro@rFsIc)U>&VGa-~%YIEzrd9mzOK`E%i!+`CDlb8#?q`t7zh9g9loE zHu!?0898}i(~<|~RGyNqfIoR(g>rh0=~GP8XYh?#Gw$xXa}^nO;gLaOlFP*xPP)(@ znsuc*QCjILybexK)g-|zj7?;nmi_G0b5V)nk)b)DC_&K;qnr9yy5g@=ZQMxgpk@dX+hRyZ0O z`Y#+TpyrduRz4aUKFCo)K}S_VfkDR|Z0G1~i-z_rBFO;TQ1|!aY~%Qkat>eAahq|O zMBXJ5zxqSls{9NiNd>m0k6o zBd!pG&|8V)oF^ND^ZwXqF$pxEIOr!ZKg$_%XyH7_jnh&uOlUx-w2-5p#z<^W3Qu)& zdybaedbYp5p!u$6)=5jK6nb_$mD{{Ottc2e9@vT-zb~;7*L{E9>k|Lakhm7@b8gpicon)%3x=;Bi5T_kqVuOaOl!Cy zXb!`SXZ#$gJ;CDltfU;6gA5CXdQeZgLEs<1r?X0oXC~0rpU&$t!F_hZ>vQs~wgihK= z7-_IVvze2xl8}B31L}5Mr{)_6Gim`E&Eo8wWL9_``bt5G6yXz$ZbBBZpBXN$Bz+-7eBY3PV)#Ajq=o>=8pcy&umXRR?nwv+ zA#t$tFKjI}yEls8npAMgBR*50a7pN&edxOX+aLKE=g2(FuyX>}=C^;;8uQUF-S7u; zEInc8FOVF|A8SbuFolAkJ{!M!Lk|({T-&$jD2A&nOL^cvKEsw76~W?-VC=B45*JK# zh@)PY5lSr#bGr-(<|mwv|)eyo&LvAu*=#|^0fR8+FL@YP}5(rRs`>2vwl%k z>hGlD6P1>+A5Dn-;eAS{O*c-0YKJc+B-y@Ld9gjZdZaXB(38XDuX1lvapYwsgH++i z!4PvyP!{i+BvD~wLtVo?hAS9{nK^i69ZsNFekvulPlSfj!pFy_K@KWqqFLmS&)c1@6ug#N<8u!Tt9Pn2PTVKVpvl@}USI zG}*8cpwz(jki+G;*Z1qS4!UR%uLbrr!C5fY8`4Y+`&QOB_vg{Pm$x=C_~qz*utCf? z^72JE1cHkF#7-R~Zb}s4vJZn48F8Oc#lN>!8`s%sN=Tip(P{o;2w(TJljN$UhG~d0)ls$#0M7{$V}A znvH((#czdfMb%2`P_Qybk%=;%Ml~?s@L|}?XIzY>%)3lk z45qAJpFl-L-%^X~zJ+|tFTv46d`m3Zc_~rmuD71nYyX37CVfXCmi4$t_qY0QG8g7)?3xP|E)@I>f4^4O!=kGXoJgG#ooI&ZzK@isPF9cDIJyhlzt(?EH@P#sGnMNYGafm?HT>%P zPu=Yx{aR7gIb|uuj6xZ6|EM#^-EQG%J5}qEx@zC*(&{JGe6+c-rG&=p289~-wOSck zIb}6vjjoYEz`48NQc&6BiC$hFd?*QLQJoErZLj_?w7 zBGryyo#nyrkFFF}srGgA6|Dy_64x~gQn2uhL+}V?-lC;sJ0#34EQxSVb|+Tw^^QfR zh4g?=lv{~gOGL41YDAAs)^EoIGhLZ6xiOP5y@GB{|9%I%8#|0DJv;XP>@lxR4L?u- zZ*%CPy{j{wE1wA5dC~4>rfrgG#;UB7F6t_oRQ-c(@;X`8u-k;X|QBu?Bs$FeAy)jc>+p_Xb z(nowv{H3JHTSZzK+WWEFv~yvPKKK)n6PD90F6SdUJh|MzdHMbMzCp7tJyqX|T*oOP z*_hze7O_35WHGXGRjj?R?&;kf2xfNfCb^mW@y?3;1X98axst-)UG9^{;0 zuU6WDZiMcEbh-@8&(AkfW?S07>3fq<)3+u`3dv~kE~_qIaFF-MbDsUYMfw2g0K9;+ zE7bb-TE<4>Sgn8JF2_w#X&&8`(S;jI^vdgU?D`2x4C#%Piv0%T+daDbudt3VYVU)r zXPVH|ERb%m*DNt%T&&7!@c1qv7+ zcl@w6=vs`cipe1LX33_YCpV|O6}Gf#I|=cKsP4dxka`4Xz0b<4*^uF!!lUV`HS&xy z<3+*|NJQLA>Gj4Rl05rpSfX7b+cPH(_OFHcVD)|aM?!X|sb!UP*6Ll0H1<-iy>$;( zW4botWJRA^W7xO7$Cp=r-8C4^pJ}KiQYf2{Wt242ZR0L9b_C7_v&knVzZ*jXyq^O)~?VC`PQ}?CD*7)-b?*n?q);8 z3w^UQTS4!`PIHx;hO?>ntVZgy$$oqb714DXbvuZock5F64y7Dshd#C^y_b3?dS6Qx z%d#sjCT_TAhqas;Od6S}LRj+ED7g8cKBdL>~Ci#DhE_tliY(8WR^-@^+&=A8$ z-6tA2%QEfh^s>xoR-2YxYoSi%q5~PfyS4 zl1iD({W&_DZEEdpIz!vkSUFhidQ8_WW9#2)wz;@*C3LnhPha1HL|c_xc)A^|7v>PA zw*Bd{_%wh(f*>o#F=jW6nNUm&DM~B30%o?HR`_qa^{lz4#Te^5~jfiQQk@ zHpg#X`U`SzbEL4mwxhN>D?-}i#`(|8*hcDxR_3`B^dx8~w4I!ioSM(q>>K#hLFS~f zdp~SedTxu~-_*5fCE#muz{{({5_AJ?(+9A(XOdT!U#SJfX2ERmrU}8CyyM6F`scf- zxpKe{A|c*qGHuPHSLx?{^c1p1H|;lZGFjPK-E>&8&H;%RfA*~RR>`$lv|*kDP_=+p zH~l+Cnzc^nBiX~*+(X^c`+kgmhxN5<+NH83X0y%G7Y0k_r2%vzeDqH8;+78n;MP?VZMu<+ zuH`eV%Mfj)2#v+}-uQq^5n=Yk+J>4DW1GjXf{XIB`)NyX($2KwusW#gdyNTN)cnl@ zfhCBMZ&R){kWeJs8mii9YNBxgWgN8o=nv8E0VQVK7ApmY3l z4F(!om?IkIKi9khj(4Arz!zx!&+%UT2Q+NpzlXp#)jV!^##iT8XCs5<4Z$NLro1yYp@HS zr4881me0rK&0Rle(ms+v(Z$x&lEKHt+0{eRM~3OID|5@YU(g3 zfZc5wMEL~x1eid03=9m??lyLkFBFykX%74+!{p%U`9_kT-`m@p&-)1<*xjCAP(nh2 zUqFaoNQf7>g4e^>)zi|4*VTjh?@s=!A4OXaYj?*to{nHwhP!?(t-xNMGE7W&1O4ms z_dIQV9REF%tH(b-3;2QjcW3wo`2_g?w`QJ>cK?@VcW3@?_Sf(FdpPO4&LnjleQcc# z6&+oGTMbMNBq%B-B>mSo|Hr9+&-Cx6dLFj!3SbwYr6=g$59^=C|9SF%HvDT$qkoSn zEG+(?L;lB^|7dyl8zf)YdVrn1?(U(UtD`3fnCbsk{Xbh7{ks`RP+0h%M*ms+KU*07 zuPy$w_J6j}c6S8sgXP`SK!X2_@Sk=6TrbUk_w4_}7XCK0ziI(X1K~;Y|I2DYcwvf; zPH1RyXsU`&U;3c$WZ|Op#x8FSzV_$KGbt5(40*Ew18kHvHUA8$>Wxq(l*K{CX)lKK0ibX(WgEI47PeR0q zE%r#)x-QJ((})Z74N2`cS#upZq>DJ&b;Z$xm7^&>9quo7M9|;X&bvoB&iwdFJ>H)o zHe}*CqGb0wp4Dhi8lOtI$GQ1*67e;~OlZm+8u0bJterVd+G^6!nqaDU^m@9|dO+rU z-g=?DVT-G3HCD3g+XJMhY>l#F{|Z=o@xolvU(d&AbZG;u=E#Zv$EJtAp~NmK8I z{;K)4lB#Zc==}E|y<7#_IUqz{94OvGsTqWN<5bo8*eR`>J_n42f59ZYcYD?H*bW{b zh7%CBN+gT2JDYWSz27U@FocO?@6v1Q&zPcaE1DFBb>x!LFWoY?nSz zxJIto_oq(U9S=<5#i-D*YoTUMAcrQt{U)nx-C{Q+%ryd1yVYiF1og<>S~5f{_C`9R z!sBq=KVH3wS(?|EUIUzk8c)UwuBo=zHM{*{GSagy32IfF0@hU#ajftzt+LL;fPO5g zw>?KKkQr}80=BD=Y=97NpG^P07(L9<4(_FwEbBX+KR08SXDXF8^GG=joK4F-_-X3& zOnTZmut&APwOQ{63RU+8hTQr62@$qgZhS7^tB$EDN#`oMSQ6z}q2I0{xxY9)$CGml z@AqhC8|Xi?H&0l%-^+Ki8z>miT%Bx8)uyZO0S*cyyS9G31My1P_Y2u4bpPdka z+lyl9UZRdkzR4M(`^|PBYTr`nWK_e=<+eRcqS^mk^ojjobbl~p--M{jZa`=w%R779 zX0LG{G*`b_ar>VG{tN~Wsm!x3_QiAwF$gI+Iw`6sMs_g`}%AZ7asXx$EhZ;*`hi- zRWNp7S9>4of4?p%Wz#yloG>t_e6wnd@3lKSLE|<4{0n@0A9gi3Xk4I?W_8VWZN1lO zVmV*uhA3;?izL&WKf0_A`>LLj?lo!DJ@3{{i-=&)E=r8k%95NpI~&uMO#`fa6rUb6 z@7#3Qg^1#Z3G_>~KSOvuc+4Zfo&#}DCeJy`A*<*i0v!t?dao}}AGoY8Jr<#VOf&zT z+$nIoi_#mm`$2Vku`qDVVMr2|)P0ehA5dDm=ts64hhAW7p;-q(x;IW{3RuePSG!%2 z!yi+&gufH44ZOZop0xK~^er@fM|caWIqt*;Z-F3OJiV++Mfbrks{`WkEowgLXt^H{I&UXhDYSYuCDE ztSUshQ)B{ir)mhFqKeRVcaRFii7ZR$`;_x$HAZZbbQOY*GXwwwg4n62(-@T0YORi@aN?_L(H82nO+4Rlx)Dess8#T1(zwd&il)bsg z%kprk8W2sZPE$GCotqLEB6u->qa~iR-Y*cnb0wC?Zu#JsMz zCIUw>?jp5EFPI;Y9x`cN*SO409?3+k0KJODfi4~Noxgh-9?PA$8DU?XoWFp?{SY!e z)Y;j8a9E`*xg7FHNcE7wW|t)YMeT;g<>hyraZJoD7Bb@JJ|rxeftQ4@S{xxk@+oinNlR6$y(e=7IIo&;2{6@>L&=6=+gREx!%5HT$%7*fgdkHPhJx z7^_oSaMWYoNPNb70ve%D2F002&A;#~%CQ{sysB=pVmvC7-V$NOd^_{?sgkkbPpisT z-A(6P;FAp>9@x3^xpr!)O+n zr{6`i27!228nIVzkB4N%#tOByxzk>*Xa)@dD~oztY6xYY7b7YJDU`iF(LEjzgXh1% z%6XQMIK_T5yEbJHN+wNlPlK}!KxdcLMzXyi56U~;Y2ZDa(UO?uRrW)o^iY(W58~F7 z_wB7a<*S7TuPXT@)3-C7WmCjIUW&NDkO;ey(i$OW{db?Tw=+VP-fJc~@Adzj)Ob?jM4_rnjYzWALc6oUqAh8gt-MQLY`KixKB0S%)XRl>NHbt zm&6F@U?x5HTY{lM>21vk=HVKb01xCkSou0$CGT}V z_yHn`ZG=nXYfVxu-j~Vz5($jwuUMaV%HPYA)OFzodzEnyG&1RMV9dfFC{>`^u_<4z z=d7+td@tRlWOLA=a9eth{ptY^6m=N(vnQTr;zWLO@=}dx7c=C#hT4k3=soWxQ8hysy}%?0NK4dw@Y$`|o%CLRMRWSa-N zTn3nn0q0YAk3OtdR^48s7bbIS6t9)kB#Ds`i;Pmmp=pq7EL;-Xxw-GYJBuh84|Fp2 zRgWnzD8xy81WdQDSX7ullu0LJ&g1sxy41)_1C<-`bGK&BPNNrei#iUK&rrLVH8C$n zd!@j%;JcAEaM(=`epT&YscHX$M+2Rk6Jvq|-DPN^a#DE6ky+>CJC5CcM^xlHrq4JW z7=Il?7~kP$6zh8AD3IeDn1(7O<^hv4^uAl*Y?#$8Qw6hSNZZnZUF6k%ix{|Nq^Pk50uR9Nl zD8JX>T*S&=m^XM9bA~+`{l@#pHq#A$rsJw~IM7nF;a>7|KwFRbGe+*WGIULI5*ggu3@YIkXkAb`4-;j zeWSwEFHW}+nQ&LIXeSU824LlPqq;X=C`DestheRomQ|r~3vpa*s;86x%Rc5;TW!JhpmVo!1voO;NK$^*?d&$PGf>GrBgYMjC!8Jox%;~O>SLT~5)Q=m_ z-~unld2umBDsNryqHIxKtk7M2C6YdnduS-EfsXUC5cww4s*4i5+M!Dr_}U7}k8L7C z6p4oO^87|`;nz9Ha{8$um9PK#Shr{tG^i93=u3V8v>vz~(pmyPHhS3ij)#O_iqAW=- zA)t>2-=p8`37F;a0>&;slR9^RsKn`yKJq1u?lqODvjdUJOZ4YS!YN$Zo^vj>BBl+V zf`D^QhBVXDlb{bn4xm%NMdLvRA7`C-;`MUmpH<^EvS1>O=!2d4SXSR zJ=eC)WGNnK6IYn6MR?b0RZPWhO1MP~T&X~|Q<_$ij za{6v5I%D%_3>M&j&jP@wgH5YgUEjB5x7TxsJl}pfoidjlmp%NA!Se?USIT3?HYM%ybbF2g=kwNNsS~wv7$I%{IUEWm4k1%}DSik8Vt{`5a|Z~O z8L(VYBo^3h=}u*i_sl#7L~67zyI&kD{PEE{-ma5O*0};Vy&AirCSpI;yTO?cyxM(h z`c#VqztT6Vlfmh}@CS8P1}ELSN) zgnH^XvNP7P>pNzh%3bu0SZjQkxgnhNqbB}{fpQC1)M3LeVOa7OqmjIO4INw_+_2^6H9YDvXu^^QE!%(%?uuVmU82+LV z{M1S|Pa@<^xaoUxb4Vp}EkWCPTGVBBdSjZTSOsu8MK3TdNWU=l5N>l^0%%jHeArLX zp(G!0>UweS&fwq5?+v_X($T^ZkhOQij-iv0R8P2$SLgffe8y2IZIIH`K?yEVHxkbI zx6jk@CoYOX%>gN}QItW3YeTWb#ZoZu5be{E_t+xIH`5_sYR zKu(!ng8=Hs=&e&EI|M^PBvIH7@Q(WaL4%}5XT-;K(s#+kHe`#gDcZDczW2NDYz~}*dxbh4+7K>ODV+0$2e`cHzZggtQP1Tn8g5CC2 z!i+>#{$@aQu3um#P1^Uzu9U-v(fyz`DHw8z+3~B9dA#zh!EVb4j?=Aagywjyz@X1w zt}*o`Kb#4X4J2)4#wYzU*k6x$iQ2~tn~|~LcyyRb<6c9_0%t7~M zJe(1U{j%*{cB(^#O(79apk4GHXbvkK5k_r{^H_v5JzpQPQr<>%*rPgRZDXIvlD2@3 zvD?=2SdO_@G=$8LT!>&d$4Md=puO{1`FR`LmC7*&hPWfKg2=D znJm5NG6UF`Ntc{}Gh8xaWNeNbid@KSrr!@m`*zxL(i?^hQJevCL43BA$&oHW9NKa+s=g}| zKLj}$g5Hd!m#jK7V`}lax#HMg_NNLmdlU>Wc*9*nX>kYuU%25XX6Y6~CDJRTN}~T| zWKAKHl||zvOM2_^$M7f*9Yr)Uvh#Q7_wYA3aYsIitK%9+@iA6^)_AJSANVVKF!D1d zmgocj6gs~@UwAT3=bWozL`ujt?j6%!1RS(tyS#bqi!be9U^({bezAJ1&w{t(LOU@! zHp$>8LOV3eafax|?Xt$`A_mZ5$0L1(4zC2rmjJf6sB+ll>%M%g7mG!b%ETdl+2bi0 z*=z5)cgY8&7$2*Rs=QGjrDG|po2uJwWtUa$?PH2~f4z|dtqBqyR}QrpAK@ov!`v(` z%a!f0Ar4L+x_;MGPTbdcJ&T@ z0)jta3YUU0MlYc>5Z1D&gJ9f1dI|3*4z2^g}l|jz=K%K5bqg_X($DMEhvgiDv8RpPvzic#K z6yIg!awVUV-!2gy2s1^k)`-FPQ-&@WPE+$+x{-mZD7W&j4&XJ`J&3|l*4g?D|9NnP70|0L ztvU;x-&Zf5luEo8*>`KQc?G?Rvhq+JZya{U&5Na#N(Ycz<0u#aw%^xi86Q02#MF@S zI}u=3j;?59lm;F3Fejn9y*{>Y!GUC@?r9TB2H>Og9adl0RZu6{BkQ?L6bGN$;J8}I zwc~fwKeRsb1G-w%pob6>@|re`t0j#bysy;iekk7;>hmnv2kx^<;M8~o1fm~iqHu`E zVS0U#Y#U?$KI1Rqv3EdP+y~@jF#;);A3t}#$HKHF(c~4Q&!v4Y(Z)a$WN(piWN1usa>F|{www>>l>%E~Ec*}YkDeE3GfJ}(Z27bX-PiwxUd1JT zvddOW4)mtp#U!(kGM_nCyiM}Z#UoS!wmT3bHhA#?+9i$zBCGb#8vwHR z?Oq$rhkCjUm+4;}H0;jNeEChTGwpjuO-~c~W8dJkz*bxKFE|}LvWN;Jh754`ur%9B}e~Le@ZY_SHEjrF_vNmRsjKObj!Bd`^fYxZGT5^d9~V3Zt#Qe|&q? z$3Juww-ij9P^i*NbP+g0OV%t9&lPH$(Pp3i&4Sq^T!(7AZ& z;JZ-Qz9#`8w`$ilIRbFOm_5q#cxg~O7t!vx%8WeBGDr5OKxXeD4^R1R!#y;w{IlK$ ze3fa547NZwuGV`G~X9j#~3L-rYy8c)$xy&42FtZ&^{-HX{!d z028aex^t7~j*t5q)IT76ur=b%#jQS#$yFxD4eIgUqX)>f1(RIp694lU+v zM}eZR)~|SR>*W)aq8{7k%2nYO=b$PMDU=-|83xwE>@)>&B1A(-$8EPPF!ljP;OG8q zEf`#G3Ek{Btyo>+=h$JuU&}^62C(*=sd-%=dfR-VX0BxTWP*Cp zK`4nAi>+b>n_>pZvETEyn!0tbLn{VmS1i~5#iuxhCP5N>ic%kjbKecK1g%AXlb;KY z;Tg)&_J0;npL5h;q=dHm(4I#w^^BA3F1=;zObym~=)zbXaq(M=puZXyS)+}+;c@B$ z2Dx2bp1KgVN#o(2O6U?2ltM`DA;+zSq^C*c8lkYM8|s+PXK)8+pS)`^F%VApg>n^f z5&>(-uYR=SS6w^?!3(v`_jTi*z*JM0&Yz2J)*V~IFIin-9>i~_f;*aqzRLGf+u!hb z2#+Yg8H;T=2aKm3FrKmKC$c=4^kStZ=c*e9^(&rmWHojh^3r>(7XXOo4R^yw?_IH6 zPZ8{UnD3nN=u4z>Kd{777L8bDEBILn`(H`-C_j8HnT0cDn|=RI?FHziHrSA`tAFd*G5c5vsnpau-48kFYj2 zkQWAST?!F7n&c3bnUGjk7M_ZVWqRFdK4dI_b{DEgn^Jr+ws}(w=#$tszOE1{;fP)+ zeFFOi%(d*Fe+t{B<~_0fMPm6V{T|&PQXSO9+avT^ z#a(P?!KE9=AEQ}TNp-BXxUiB@mkBMV6q?SnBxC6xX8e7-(shL}iK()>R~AM+GkW9Dc?Sz_?T4 zL7{GWJvCqgJ0xfUT_onh=27HVW>;WW#heZ&ae^>LAgBR+Z6SZ%v_=Uh=}L#X=e4!Ks!Eeb^PiY$ZQ+O47&9 z{iiKCRtt)0nM39)<~K6H`PTuS$E#8HCbyEHIt~Nad24qqw7wX?W4H-JEmB=-FdXU> zXcQc>OD_v-+0q}an|IO@8FabsbO~RuI=@H&bK%|ZA2U6orH5QMI)3%#XIstx?l#&0 zB&WN+rQ_zL$Yg_ABa@r#{d3mcQ!P?L*q#yzaRftqw{(cMGPoJowbdbi@Qmvcpw=t# z&mnGgQWKl00)G}f;tg@eMs%Pl9W0^ptv04A58z134 z^4%?fy!+YsggBDPr2zEY+UvIqv`p&!NUPV#!5^oK9&+YFqhLv~q?6+G&UIXyNN^?;f4-hMs}X!i-vAV)3BE-zP^Rozt$cB{(P=zzkw zGRBlP>~Mgb{&lO%D_fmw7!xU;$Tlj^ow9#ypmdN|QQ(lL-0( zV27Hhu$ZLWfE`!EgHrRAZs!H$Mh^IF#-3g(=V6SI=*&C-N3lw|zR34+A1a!*25UZR zdlqxVzV|m&+U&@pFNh&Rx^2+M%hvZwAqOKGhb91HDldoTG(D3Ty);Y7g+Y2V@^3FY z`0q9)aVkP1LJB z(-oxRf)0M&D^13CdN|2hcApb|*gDm+#=cv^{jt?K(}8_M&3iOo^^AjP?cPSFhgOjR z{OGa<3g1_s-Okb>eklG}Nsfh{JQd+MoGIZUG*aU{Gs;)?HBVK^PWt71c*eyt?L#SH z3!7H{8wsZlGO7swSpzIH;bg@+L;<_2WpLHS1M1W@S_5w;K6#Pz0Kxs|!K7`{*{L+7 zwJZi(gjml~^;0~%Dtu<{N2fDk$i87AtXOF(kq<|wTqf>M%Zrud;^q>bw?XUmTRzkQ zHj;u{!2TR8vUHs_r;kqfz4p%FpL6nuo=ZIvPo+kXvJsg2mptEOamjgpcz+>a&X|Jv z`N~?m5eKpcyBhV!U!y6AROKKA3_0#B{CF8T))HjPb5?Z*PYQp1t2z1Owa0Bt6h%#I z=*VxYXooXGzm#<|Qaa2wbw>_yPG}}D$-Xv>W{ooEsglNJhLj-M?Jf>?0 zKQcUF1Hfz`@9oI}wYpF4$5JQ53aeNHo7&YQ9gp*U>~#8B8TZDx3aQ7M;DLi&g+@vrZ;TWZ>w<}>sk~lB9F3ZrI@(= zTCUVggkW~O!tZ)?%9GmR0#1D&5|r+RqiQQ1t)|`;VHIn@#FE?|!RpdW)^(D2?p6-F zU@0xHyXJO$@CUfz!1WL!nd!4I1XPR!vqYzQw2{IjKCqMFurLUjNc!H~qa z4lY&Pa8`*SdBm@#<5F`m&|aZd)@!~Nl>1n@x$ITseX4%bFMlB%=|GfE2I)G1>#tAJ zbq4Ue0OdIr>0yooa$Dj5nFHBnOr!VM~O0uDb_=_yek z?$*LZGi86H%m^p50TOk^`SQ#g$lC09VlKax!ga}~OwM6&eqj06$~5}M9ACR%0|9Sj z5pw+T>>q@K+P+v~GC?kq)5CAp3n&U>XlAy&~rnF8ONy9sFFcP#gw z|KX7ncT2f0Tlp^BG#bdqYQMQE63S(w>pEMxMR$mgRV^ zqybJduw@`B{`Mpoo5bTns3x~BY3-MI$o*+5GIwkxH;-~24GInmVVqb?(bEM1w>>38 z#9UsqgC&j#r5X$TA?9*jhE<*N7K98KWp)n}5<}HMNE#GIfZ znQ?f1dzt|rpS{;00TLb#t=g-HrP)-@|H|(6h870 zFP4IQAcd38l|DlM94gUnREw z?PF{Mz6!P+wF*U;n?v$pcRI9$c4^iyCxsPJ-y@r=%(bD~79fy{X*-S^xLjv9)FB$q zuLD*6qx$F%T!viDRv|4Ww=e(&iNU3pWC3@LRC!K21Tb0OTcq z2z0xE%xga?j#``Z!obz<5t~LuTy%hYP0s$s<~CeY_HR=mhvhhjL{SFuzwvsi>l~$4`33g6=s}gZfI+aR{-+CvQwY0ivEK`0)_Tnp}}iEg^#d zN%QHVa~{_oqEiK_m0>9j?np_;mvwb}>yvb9pXgh$B4iu2{nRc&h;TQf=v)}0td4*YN>&MpwjADwuB>C}yIiLWZ<9ny3 zgeBGxx$tP6S1h-o)!Jg_&(Bq7sT*1TFw;;(>tqS)un|AsT*~h9xgU(SOWh?FA|Gu( zuE)3AV&aPrJHC?@;UV~A>~juHuJ$AJug$LZdFDt1<`i6ZTLd1@ShU$Ogm-@2F{>to z-XH_{=PO|6&U^L18ry{=?LYEhg2gF(!2hkdZrp+?4X}6wVLjG+?3{rb#ouI+d7~^ zb*g9FQpi_Uzvl=Bp@{$Tb{oA;mGG}4i}7oM1N+wTsEd%1Lq@Sze?`anV)6}_bd)gw z&>wcLo7Y?7)zb@Fg{*_y*jM{$FH8Tj*#U6oVejd_KM_B%`pW}-?>QH-k_a01*f2W3 zo-+G3QV^tXd+sIyVm@lNUzfVR3T+6iC%>%}30L$9I#6PJk7M|;|4!**hv-i;atv2{ z6f3+|K_3NTjL5Nn{0qgvmLafO4p7mJ9M!SVn^qqdqBY!B;s+*sBX$pUDa)Y!abFJK zTSTHNsv_tu#WNR^FdLWWnLJ>KdmigoAI|QFU$? z^SboU&RRb{rC28RiST^F#Vhzk<<;|7F0l1=lXPJJZ)S%%bBTu=OF)1$BPE{xcTQA{ zzc$Me5As*($1^#fXGaxB#YfQjGr68Rr0OfP(a(XFs9~`p>q{A_6bWgmXVs=}#g7wU zick`apWM#iC!tvA;zb}o4%@0Ktf|+Z z;(KPoZy!FmO4q;x{w9IctZBFtZjX1yKD&nn%%IBt22R&57zqOJ=I% zRliJHBf!EL^@i*W#E*`lA*w<*kNEa3IFE&j`P;BK4U_XPFjomc>;Tm@m;#v#F2A*? zKa#l$EDzX_b(}D$Fma3-YV~xNNy(L|YJK3&>m6<+A&5-oj;mh;j2pK5bX2Bzb*d@o!<*8Mtnw_@*084Tb#qoqqTuNRo|Ba*{#j##zAkUn$tk~M zH*I+bG=96~_8LshqoFQi0NE21dvU%3{|5xVh&+u=lp(y;MY)sRdU0WrbI+4c9MZkV zwtrMHZ7aCD2kF|INiQf1<|4xDP*7#=oYMGe&qc{85)| zKS}Dsj^}{NofhLx&3b(h?%M{jT!9sqwrZ$0E+iWJbG!|#P>)q663=zSxQ9RHj+0J; zp)bPd(AGg*(@tU$K`>SULDmdai0977SBv!@GoY*t6kff2<}X+B@C$f(kHx7`dy_$|5t5BOKPekjCG5 z>=AmpxesWS6Bd4TbaBC2+z^J2DJee$hvd~W2&~#12$LmLZ{vaRu8sTX{1qN#1<^T` z1NJ{S-Om8PRJIL@r}pw_vjyhEc4*Fb!LqrpIvdQd96Fvd7{;Bq8(g@5A@_QHG@Cm` zIy;I8bZGT`ha2!!>*JBDxvL7UGzm)y`Ox)2CAYu+YCzuKqA{H$oR?Gkj(S!Fj@%eO0htB; zH*L+Sf>W^G1YYuQVhqsPw6(Hu%7{t!8sT?w#9tHur@l4(}%ku zLksBb3ILLn@;C(8<|8`(<{ByYo0voIir?tH^usN9ON+?;o-$A2%Hbm$cIgvf=ia~L zCCn^fn_Oh=i$a(m8OLv*KS}TWVikYY21XPWj2n3EwEV1xF;Q2-{!xAbDv58a=hbTH zV;yAgUxmDjCHh(P<7bgC$r3>Ssp*B?skjKQUVRcms1;~sZRzQoFB5+PS9U%=>y|m& z0?3rfpaBDtlz1i`9E`88Z$sAvODkvu2J0VZPOU%Os3M?~p7#1ya}GP*-ln&Rj}Du7 zJS^1b<5E_>H4VL!#TiYF?EE7dLq*7Wp|W4Eb7DlwIT8;aei0UT;sVqc#6;*Kg5-B% z76Rg5A67@ds`stnXS_x;NV0!E=#H1pSaKBYh!y!kZnZ0>^j*>OJmoVUTysme5uscX zGFtTA7NxN29VTF}=&fEZ<%_=sZ$%$){+w4+>8INnk#LY;NP-e^{xGrRZNr&>4iZH$ zxEQ#$w?_Jbsr-iy@L%G#|D#d|g1PlrRxRfF|4T{tFR|U{OcEXR=Mqz~2+jYWZQhd- z8?uIqi}bz@|Mh{|)ge~q%&_XsviuW3dh>&?l|+TcGF=SpdiQR{2`c?Z*|%{a760AY zpC!vWM*y_`P~g$aS(s`!kZ#-DxSnj>ztS01H6MBXdADjhyns4q(xBnuLuVP_2*|wD zgXA=KTByNIl@eP;dHn!n><8YP_=x$K;2-n;pL)LzWrmt}4$~EucEJRq6(qO7ek}r^ zyF|4dEl^_89c(0!~BF#SiZVy$$1CjcGua05c6i|w3+zCJ5 zSx)E~{M=9GH+NkGwmdxmfm#}nuh<~9kA{nN*{gs)G63bgkm>;!ZWSQeGU^Wmq<25a ziD?0Sz?~i&Q8fh81>|kj$>08)yiGU%U6IGepk3+D$===_AoY1cPOMjZW<=Xv@?DMh z;7h}V!TV0$sHItGlmWpk)M*hShp>jgUpKsSSo-zeZo9NLc7oAvDBI=oWYhZY?HE9N z`iabL=7%i;5b}xMsom%UFDxge&cFDd?|l%Y_XB=pe>e&A{8ZB3ki-T})tqZ%+TDu+ z!NK96Co9E z3|UH~cN(UX@vAF8xf724cey8?9Pr$V+*Z5neopB3vHa|!a!S<{o$06s!x#B#{Lc5X ze7gyvji#WJeX{h1O*o}3H-BCuUZQk%PJy)%7k+qhQPO+FIagf;{E%dGmHAAK6Y z+Xybim^xnDlOhCE!UBN4T>#kZYqqp}!BP2{Wf71a!SMv~Vzk@2fz>68ai^DbDyuIb z@EH)9ng(sss}B%;S=AdTU)?g4-)%X3t$78O&Kx)JWg-?iC+aKhKW}dn*s#}hyFQ)D zfC7~LCl6oI+~2b{`_1QroD2=uXLGxfVNDFf7EdU*?~gtWHo{c=`$kbbM$SVfr5sl& zLy4$2(?wlgzXdq*<2xmaMwaBnWA%e&Dwc}Eo3_RK*IQNp*8l#q?mJX~oAoRgvYuq{ z{R6JljiJNO|E69`_UUWL28bekYL33jmG=vQe`(n8rBI)fd5zQW5sLq!@f?0?x8OA; zA|U^Pkd_Mn;T7coV~B#oZ{UrfPDFw>sPg|K?JdKiT-W|#MUbI~2I&^5L6DLzDT4;d z0i;wyTDn0xgb|QXL{dPI?(UTCM!GxRYutOSXFqGLXa7IE$H50Bj)A$aIL}|5@QGpz z;}qjZ>D0tP6{~>n#qAqF`!M%21c!&Nm>Pfl9`bM;Vo1F#U0WBoONGSVLNWI?e4`SC zqyK8v3z$nPx`aQj%qGCci!Fxf>yV}k;CnKxWR`HY0TS*6vlMqeHugEXLccnZgjKLM z_2Z5(x1j52eDxBaA4T*G7{g8jGBL(|MwHo2(=1LdLuQF-#YmcShVakhOYexpAnq`HfI`$1?0CL^6uEtNOpn^Smy_#pI)HMC50V9WbOA1;IN%0p<`covUGv)a89glp4Vq4jqiTjy;T#)Uwhb*8 zIGEg-H-P6LWiW{vYYS*TMr8fTYqg6^{bh6r_&Y|j)!FvJ2}Dlv6W(Mce;3m@i>6CE zh+Lw@Le15H=GM`t4pcxP%B5>33e z@v$BFWMDML4C+Lu!`sQOTNd39cv?-Lv|sSNdKGs7L>&l${gu?&M+5X?%G*2p;QV@? z56;FPcci+SIV)D_*Gqau&(#Q^w)(_=KfJ)MpX%ww6I_JaftS>FI*t&;;I*A^VxNOr zA(}(zQx2a*AF8QUd~+Q*e3Ia-aAk58rfuy35DwUZSaC3vXgS+DSn40vmK$GA5zQQ zV6wF#iB@Fy6L=~gzuNSa~=8~!Zo?gaOa*IdUF-|RchJH z`umzN;_w}jI^AMLb7xv}jKt3KxOnG)(sUq)3;+ce@Zx2<+d ztJ(UB6|)4TI0u^n_^mYKq=^R0WL~1Ixkucw)&qRXkzXuS_5vN_qMoWd7~JypmVEWI zo5OiJakH#soMC2&PWFTL)|dI!rlc3Jmkp3jNO1wQ2^CEm0;3~Ckx27>>arUm?(2Bo zOlqK&C&)`?SU~F)?He(5;eI%zN#f}!OHV0@koLUksR?<6kR10-H2qm^{VxGS^wX~T zokVWqfM$QkFc{%7QJ28j>w7QWf?sQsBf*Y?P3aj)j30ih_N|RirpNb<@fYrdia1(_ zKqKwlkuogi|B+!G82C9KJX{O?cw&1ONMk~tjvo?#)%8E=2ehKdW^MCF>z^4{=YTKN zxrsHiljcg|_mxj859OFLkBT&+D#IB;ysr6Lp1_&xg`e zbp2z2`Ci`Fh6dEBcR!|CNs{X?%6q#C{U#3ytjs5sA930;=SBbR1}CEN{saj!xk+4- z$=C@b`ncULqY~c{7L^x!okbT60`S)K9QT+dx)$FJBeSTK+f%@q`N2HJc^;!ujtW3x zdiG}e0{jq9=^Y2KTwYuh(#{*|B2Zv$kHYRO`JK&hG|&|X^%dL5la!RfS*YfqSaYgR zMIO9N3#ldHcwQ#Kb8J-w;T!$c`-wu;ldJkbrNtnDpH$yD?J*%CCFHALT{h5c?;*;k zfi}wV>%Hgduut$UtacQh4q?5?JtMpns`s4mxJasuVlLh?Q0V^_M(zAmeX4z&^R1#I zp+kxgrykOU!8?xm&)TSdY{7+4o(*!;Zw9>0v|Tg}jBF&z`uIBy0#cB>(qb9O<}o6! zN5wrgo2v7B<;WGV@YJ>HlNGpmkn$+=K)R;xN4ChLK|%Qs8D2lc@;dM3JHeUE*O#Pr z`Js=^VW{$aZwxJ!{;G`%Bj;)9p*kf=qrzl5)ekAS0yhkIm$u%UUexFl_nHVRU5n`u zSda_Z^Y#ncVeISEUeE8*rqn^6)4@AI-P&DKePwVF`k%ld=}JMQ)po9{32qQA;nQJN zINZlde&nIW9C=rY@MoC_ah&Kd!M$*{#B4+a>))C<@iR#7q@|{z(7z>0+;p)R=eE;w zky=&lKpO86O5n_ zCFmTnJTwaJR3U`UDIRB8?$WOJ-t`4w0HuL6G5FF~iUNES;uiewZMU2-VGG#+H?(L%}2T>T>p!0S_Svu~9twR;KWzAg6b2nkvArseyK~6!__cNY&xKHH0_GF< z*vCR$Vtzn+V&euXgmRCv@&tKdQk7}m<=#b%`6?#9&js@6k8O){Mxp*$b+ooelzvC0 z(3d!Jenj(}cCy7I?yRr!e04_OvaoNtt!EX$zUk1de=Ody-)C9p;Jxf$d%;7w*wff7 zcF7pT^87;K?-i#Tss^iUtWl4bltH6hF(#31ZM}3lJaihLLCC2;9bOgtjobt zjAEk6Xxs4#MpjGtmcpKEQQPrug-gr{%oxr1`ETVAcW`t_pLDccj8CPMoxiUOpw+HFE7^e&<6?rXdO(gxgzf!yT7o>N^*6f-;PNY!Fz zw`U=Ec*{uDqLo`QP!I){zPhSEcp1;Bhit^nZ&3m<|IrBGNa#DP|`zUhp z;*rxJentql`b4&R4*NFb1C+0v%*>^2ceZF6BSg05qw?>knfNd;cAI*8A=hc3VX!-; zn926mdLWI*XsS95BOg}#Y1$rcx1gZ0{NzFQzaX^#z!>})o)O)Qg4~Zr7ze5P=~!0} z89sl9Mu7$I>9_sRuZ$G%_)Baj$23VI{2BQQmXZ=O%ie8GSNvovEOQ+3S|G`7XNNJ;+Dor{ov z>vxnO<3mUb_KzQ0O`kuCyBqPfFqK}GZ%uYSWHn3Mq$Bg(8T%~(i)BUd^#V~3n}_r> z=3d=+4joe(U*`&sckW!{5gQuKiw0!!bicx{?TZ)YhJ_(#9lq4oFwOM2PEW=(2)PabZX6g7}5LA5%PqRiF;A1l-6*5|3Ig&wMbBK^5@#VB`# z=`_cRZN>IK;0f8d$P3ob1#M6mXWmAi&hfm^nXsh>cC{#?X-giF8uY@bHPzByN6YkZFyH@ZnrCrh%t#~Khen|p?v;<+&^LN^qbX^OpR{oQYG@H5g1&3Wp!wXHvc6d^cUB zseYzZgeaOO!f4_Q<1Ajt>D;>S>44eT3rg&WF#?3d2B%~13dUK?%5Qq5@~os3Ci^Mf z+pzi>@aLGH_8&tRQCY)hxn_`M4;?6bJkdI}Hq16_+3M=_Az&=yk>{Zy3CjsJZpLv4_d+#_flzoNO_(W)r<&kta1TFh zZW?UfzC50BqB;CKw9|p=?bA!!!0V5oW{bt3@o%5GIx6jA>o<+ki;Z?{k!lVrE0iOM z_BR-%Yno?Sd)NJHqjx{VuC8K{d*p-2cVAxfaUbCz*3dsyDVg6_?6!yV5~u3hIiGj{ z-p{;-ws1OxFCmGF-dpQng#ao7e(Pbjqth`AEV#m#X9Sg7z}TkyC9?s6^Imw#_J2ev zEKj-FssnDajCOP)9eX+m{bqXnROv&{UoVxneNW}aMSXXrMX;D{Cn!v5>Bg8icIg@4 z?>?LK(IjViC#WABiO?J4RQ?9b_`1&01DJRDbvCPO;Lw-6Fu&HbsNu`@w7l+imrdPv z)>l2tw@xA4uRy1?@xo6-VV?3qiYDh4L_h!Nc5&uxKef7#zWmYpvSQa(%wbIp_~_#k zK?cT{rulFIxngGI-dRryQ#a$tTw|aP9gWW-FoN($lLp8c}s#2}yhQTn^?Z0#<0NN48mt&_jA~i-j99hxdwV*`v z7`}VV9zKQ-sb3^C6+@qqgkcs^04V`}Me1XEd*Jaf>G7URwU75vQa`3ThG}cV_OT}L zX%2d~T;y<%aB5aufc0#ce3NOT4y!OmmFx#VMhRA=HOI07sV-+FnkZ{R^Df^o33^e( zZc5dUA(PPAzEgoyUpI}o3fdBT)qf2^~P+hFtCK5ZF?8%?o zDw$<)>$jJig*F2euq~FPJH;rHOVnaSle;693l~YWTk|E1dtNS6{P=PG9RngM(7;S+ z4*KDvwLd6!aKSn<%K>PgXJ6)+{UhTg6-OFv@GO;+ldn46(&0xj^!>$iVR!>7gqVa%<$uN0-bURwz!vtk z{RgBkmIh^-d0C*(F$FVmiBpxbz8l!g=oLvFuCPqme6W>pVO0E9Nnu!er(dn_%4bSAqrGFMPqM(nJl$2_?odkoB|+=zY#cQQig3KVT~dV-YNvk5D1 zW3)B2?c#Jl@09;l&gVmvTl!=Y)ctWyY%3Uab@bbi1FhT`Gcv|g$SawbnBABo!m2d| z%G>aJku+<8j!oV@2o!ufbLF}Dig>^$%6Ons@Gg(OP@<8oV>5LRz@cE)-#7#?RM85` z4z1a(zH2>CN=J6|&`NJO3IMn|F>x&RL$we1{U)JHGLZ^r?q>&u%#N_9jdZ=Cc#tT3 zh0dON$?>m=`I+a8n_+s32T_Di1nMz|$Zx^Jmp=2hu=V7Np9k#Xq(K+R9o{RRa~X(E z9skw_Sxo~8FM02e>tyq8MT_f?FA_gnyJqHHl1c!$AA&{exAG|rPIYy$f2m&vci$eH zv;*?+iPL*CEX&e}ObP&WFy8~R`PryP)E40a^N^QM!v05mQ8ZT?yTnv2Y2Fls?|9WJ zJfCFO(++uiGTkYAliy>FRCu?S8LG{X44j&@AAEc?(R&u~nAxqhF39>r*V0s3*|GLE zqxMs@!H~C{!*9Q8Im<4oPW{8Kh6d$HFg6hSaX|vL1Q-nAEA!l~l*Xn#NgvedxqtaF zVC4hR1N$GMhXHSLPk<(m>v<0E_KJ~3EP4ymkr{b+ii|56-D^CIIOXOQg(^j*0Mcgc zx9VZY#HO*_h0soE>wNaI&ifXUn>X}VOP8vFcGR&uV90VlB$lsz;XexpXjRei{&IIw z;AVx#lKvh63yq&3FiG=Rq$>N8;~?5#5&b3j(Pz;o%~RC@U&s$=mRrLbSCY@fRc~P9 z)6-I-aP{8~R#5EfiqeSHNVIklj5h_CGT%9bMW7RN4oYTJf*O4xccuGk()FUFXz^C5 zm!+#xb=q~SU(Dply&2>IKBXEB-S=Jzq z#o$=q0D}v|FN|8PcHC|vqpL-QzF2pwq$x$tqLdQ)Xp2ad?&YEu)Ry2ca$==tO3 zh;Y%%MBv!&hm`vo&Iv?E_9K~*pckF>E8Z5$RV^Urgt6YF{V zj@OM9AnY8%dT#TvQhRio{Gny-L+)RX|JLI~QhEy!`-Bj;`^G<#L#0l7TxS&0TwJ-& zt%*BUjlMAQU?{57GhrLnD1FuFC_utC1rm&&o7QcN6>&Uie#gJ*Y+Qpf{-~t zAmrA~xTIZZ9M{YdImx3~o#><6F<5h?l{JH(zyf%f3r8G+*tLNcl$i@=WNyx0wtA`QVHrAg=Ys=%Fo(M$KQA059_ zAV#&CkNJBj**5oDn!m(eA&%1?^aMN*EX|DlMVg=?nCFDa5fY&J7e$Nc?ePm4E2R_1RHtf{H=^gDmU+ zO{o3xKkrG1bBaXlLm~GZhzY}unD%)53*duZ`Z?P61inQ0|A*S=c`Ox(dwB0z^ll&9 z%|psyFY8MJ<;Pk7Ce&s4jNH@y)21fkpyvn123Gb~;bZ3&LnzYWV zLjO5*IL#FZzu*{kQ&)Sw_6^b`ld85UX62#qE8ptNxd(6<&&YK=~55( z%Uep(y9MJY&rQkmyARc=&aDBfe}7#lf$D!DvH!+py)FH`5)e7E@4skwhuz?t2fgTX z60_08o~#fyivQat`;W%+e}C-(?oDFo zP}#j9l)phr|A$H-lEPd4P3>^$J8@xDzDXOY!5=R*8|nIy88tZe|47H%fV?>bvK!c4 zXr&O@&KO-K5fjbhGG2Z9pD8%I62oMFyM6u>{{|K2Ff!%mzBvkTG=z`6E}iNUTF*6J z`ScxfFC)NSewDkaywdX#8KL-|c!ifcFEJ(KTKhR>um2 zm(jsc6Ms|5KN>DF6aNPF{`nIB^9X@L1;{#3t5F({wr9i`DDQ~8wU5iF10vUG{0t(5 zlDrQ?TLMVU8KQls0L7tB1K|}?XwoPF`u~r2`uF<|B9g${O>k?AIZ#{hKSLmxVjZVl z%#e|8FT-&;Vn8xSPIN6emJ>ieS^v)*&EAd5?V9C3;xWeFbaEi&5N60+5G0wLYXc-4 zJRkxE1W5N3GjIQykD+}vi9Tfk|Y-D_kcHTJ5gyQ|n@uxqhB=CwBL@=-NH8p2W1_VyaE$RFsW0@Q?3ERc-205rc3EJtg9 z6NmxGs6mo`0xnDLKpmf}?J%Uy<}U>eJQdc27Oy0`CWLTSv?bHooy-NA`Ir9@~0Qp3>2&c9Qi|{6d=s$r>&Cg3-IF9BE=Iqc$SeT z^PUcyW-r#!{k^J-`+59?$0`kkN$-uV)6_pe1AjRRy~`jM5i!*K(%7Enyh*NG<=k#} z8p(wzoAf_k24XzfBc@&!MfDX$+Twk0<9tt`fXE>gHomjBIT(w@keQBzMAFdZocx;a z39=McWog8?^|>h^8FtJx@%26KkGr+wmN{d9Yq-F_MxH^OAn9rlurCTO?tqKJFnyr- zyyTU|cE}-cEFP1iswZ{(#Sz_Mhh6rYBLl2*r_C2(-C@pqZq$A4qps(OO+@-T~4I%i<11^k}PTH+w5%`7{0TC zbPJ9@NbrT6R5+~1;dfzN+2#w0w#q16{`Z^U0fo03sx&NF4<}X^YLt!DV&-s^lH;bl zoxp2hWKfRcb+@*R;li60?<2tG;^ccpnCqb5>*ZvtyBjYkb}SKWU!DP@WzbvN9H!SO>{r@O(tAq`4~lr>X&Fpg4;8 z@`Bf>3BqgDWba#qLI$?gwi?D{l(W zjIH(2V{>8*5s-gU!XCR{gb7z710J%q+io5}dc%&B&(kYBh?KOz(-pLKe;*^@T7~I+TO3vJdh4Z{dCJ{{pp_*JbNamJazGCiNAv?j}kJcMH#*Su5ZoO|Mvb$FF%rdd2l%d%#G|f z@f&W?6^9w#v*X0`W5yrHPO>FzqOSK-Omb-`muddlV!MD>iKIpx^sAf;iO*8=B(La- z4WN;R8IR3DYFlZkxkkBPaD@>@knS8b^lg7~eJIsoFh+?=l(j4LG2MtXl}k0yvUMS2 zpMG?`S)$?)(=@;9VG$uIip-|~%cedk$NKtB?~QYC80NJwq0AvwRbhNb)#1H`X(|!_ zb1D5pu^}ENOG|tcKPY&Xh4byul;`A|cVb;`bcWD8THA<_bV5KgkKw`V-ip=Dld)rq_7U{A>5+%=MNUSAaeS?{?0?hA$v{)vcC@3*630FZl%c z=y_$xwB zNjA1sS>RgiPFt+*!)PS|Cp0^jj;aFrLi%x}_>|@0;MyySK#;Q$KLBxT%+2Hq5;!dF zzOmkBtd9_~BnfJ#sI&xTKZ%QUlN!~&KB01D9zbIBz2;{C6vY{b{d~&03rG^5h@W3{ zo^(V;nCF+b{mU53v>UJJg7y$tyew}jP|}|ehY8spmunpF4)b4&j%FJC_dlqFHu9a< zskinA1Cr}Wo8Lv#jY=kB%A}<1&-a4VYOvZ{Ck`(4wu0N?GF3Z+Y_bv#JKQ; zZIDaYf$0HGF`b)H>j=eF`ix&lA5zWcO^$mz5|M=I0zP@L`T&ZE-^g0|d(DD-4%gB4 zQ#s+ioOj;l|JM@ir#`9*J~U0Q(EiteRwgI#4AEj|_FNeg^Uhj;BOt)eu@6OjcBhRY z0@ck#>{ESVzbwTEjlAbCYBQb3->&E7QIwG?zzUG%M-CN(?GL2KkVFbdZ0N=5@<7o! z>~_%qXg;Z2g#=Z)DnhE5hBp&h@!QQqn?$UJeG?xcj>L$Wt;+H3toOQzc?_RDv%`Sv ziw+tZ;YRY9PVQ&C@&k68l0amfaz-U6aZEm{%9PJTf+mX_x7>H-D{DIPs(iGw&f?Qa z9l^N*w@+OwoV$$|v+oe3->jH~)`x2~!&b>_%huD_;uSfYs{t89@KGf*dg zFvkT!kmp-qsg_s~vOM91Sn`b;-YPoZs!Rk>sMfLL=J*TToD^OQ6=pX&esHgULta;} zh#*?fd*aarL5z6`JEXmVx1c4I+<3okOaT;Pr7pY8q(v$K<@`)cOK0w@?{WG9 zSqtcdLeqn_g*sHQB?SU*DEPe~SW(y1d*Sc4$F8Zlx`cTH89}^D;6l7fS^!EpP035} zwy-2SHzc_%e<*qEu-ZpQ$dw@0Ol$D36F5J_mh~(?QGZ9jb%mB5q?P_dP5kHa^YaOE zAq+jad#Na5-baf}!q(=9xq0h0nICf!iyt|x2LUQJ4Q3TTF_w?^(H0=?uN)`^yMQ5j zLtB7Dr=-{eatt!~OfN{^_{t6-gOvKV=5z6isbSoFuSN@U&ABQ!?z@H)gujU+ICZ>C z>n0@Hnx(n(6ReCw+PNj88j|M4g9>WclfPdEwCL}?=80TdF%kWYw;;i!*_!KGD^#V zCj*k5fx<~P4H(OjQn=im@m&0n$-RDLO?>7*7#4e;3A5WIaQZb7G7@W;qLgzM*YpjSf z^`PKNl5w)jGPw>e@7KQRv`I){o7uC^7~R;D_~ubgep0hc&W05nthTrVpqPJU;|B-Y z%aVpPBq`7Z_>Btmg<4R{<~|FG2OyBZLC?c&1OVOWf7XIr3jwSBy*P}z0$wZ&JabmMptY&W(!A}0lZA@k3DB6GPU^9xljoXbPu4R2 z>t4Ex@_+(~6l|P@=~d9)dgv&AsP!5u-gY!|eZ|jKo8&N5WcD;i-7mN%L3&9|f79SW z)(Z>mzf|S_`z`QJ@b*fUP~%xsR!oB|%A|T;UkxjP_*rwK*Oi+k!^Jc=K?K%m)m%(Jmzy$HF32cCok8Ko{|#~;f!M@XzLNJnB>I!JGNMMa-?K$I7neo z^1q!M;A`N=pAp(I`Bq#IMi)8wn6`C@tt2#-{U?@FkpMc#$<(0%1Ht#2=bArWNhVnQ z_dB+Q9<I*noxnISXE>u-}kz*KkXIS^Kd}i@q)zn2Y}$Y z4{#q20jwscjl$Lhz!D_@s|qotffg!of%5|`Z4EhKm5|B!4OKt2N&y#>fQ+M5=+x}l zELZT(x*gp5Yg=8t_CM2)`}aE)W)Snhk7jL9)FZTx0DHIc;DeH2vx-}-3a8|cU{NdA zPR&%6P)%f`KL#R)yTGCNinDU#yPNjF-x22D7lL@6G=K^Pv#bB`J?wFtb|Jn)p~%IS z0Z!g!a9MV+(SlntMjMcz-AEyVI>|8{8K@3gUf$Y^Jw;2DPayI8XD--yro*|~5A?;0 zf$=o~Ne69!{KAqh!)l{u%p&_=Dm-r%d2hnMVI05D_QyxS)%^Gf-^o z%WGQ7=ig0&U4YE}ODqvm^3;mn%kRE4^{`@) zdPAxw4u%?B4cpEKvpj!lZoSOV%tIroeomdYjJ!8Z=YhJpmjJrUzP&b*Z}5Y>JLWBG z3mfVu9@8!uG8U6KP7gp7E^of%|1;9%J&v@2z4)8tcNm3LT$*U z|DX}yOYji9L?W^lc{>W;Fpe0^*C9wb15%;QG$hNmazq(!2>*6@e%uQQl#QVN_=Vi5 zohjbLuh##INzb~FLBgp^4@4ERTekl0_Q~<~%-RFwR znID>Ei~7E-+1IFLwd8*q|hmo1ly^L*UmccgizW_RwM`RDuc!y2qfEL+o zW)s+aWq2MungaOf(QVUP(A{{+{=dMNw7 z3*fN3*z&99YqIToU6_6&U?8>2>ERVEWi>dw?wx+YF}}}Zo)Nw;MaBT8>?C6_T#}>D z>~cK0G$qI`6P)$BwQ&NT1}_gXf?>1nz+5YlIe!4%;ykJRwm#w{{TjXY0l*FMu3{I! z(OlGwk@1@9`htx(8EB-a-CIj}YYeQe!w75hJy~B)vKeD+M()NG25w`FN6k|cM_8Xn zfFP(eXgdh3ox%Jua2qHuK8A|e%D7-@|bV6$Pq;MaggJaZZ)PsL5$+pS33X= z7BJ(T-v;)8-i zRVeX@=cq{K2=@bjiwA;u7^c0C`KL_QUx1X&Wl*5^VBRSeN&VtWF46<4BIW1cm*a7% z1@5>_ZOWu>@#@;01}szHQGMnDJW@QSHAp>$og0f$echKE!gI%hh~Hcz`}ae7MrXZJ ze=<2yhTW4=yH@ZKvuK2V?Y@5nyg=1fj`xq1UD};9%UFq?&hOQuU)#3wmtLmtUhaj> zjEKDmQ!J(%r%Aj4mGuOz+%nDeN#NW>OADE;SuXxf4%>5($a%CJ$N%ISC+P~FAh5|z`dhM9@`&lQaL1DRBlz_kKnYE#A#YsW|iN+0esU^FsK zHP#fwet?)jrq-U0)Ly-S-lTSFYvpMyv1Qu{~Ps*3I?{j^m!1WE3|FyOA zXhLDKETH+OEF`dR(x*Pm1{Z|YClb2aT4g;&^-RYY6u3*dXMy)g&!$fTUA<$n{}IjW zsX7AY3oyOwb*D@<4cK%gk8!DlegaS`O=Z;RVVOmlLkuHT@hlQZX6s9(Vz~Q7&l8{q zd_twQjKMRdwFkcjTaTFbBqt=E1>T4jWmz#QI|ZilfNm!|9wMJKnnwbD2DqM&`eYNo zf&tL6{)L!HjX~T2N2nmsznlwYF*TA{3?he*OQ&=OtbWF5NFq47z6lQu1fs?!T^al8 ziJt;d1mO#7>Al|Z=Jx`=upZtRe9kLjQR=S}z1v;tfnT+^DRCE=*m||YSl906a-erM z9*0|x0aQ6}xGz_`Xydpi&v@qQJ*wv((U==it&$outLGkc`%`kz#2^tZmH*ac}U`< zgso7mkY2Mnha3&FTlkWu=n2A!K=S2H0&naFEYuLly;Iv&{syArHmGTztf6eVk6>_4 zA6tSV)aNNaJ7ZXkoqgXYUvGDC9Dh6t9uO)SAqyytpmr@jK=S0S)=?2WrookHJxDO`tY38W zpFMFnC++=IZ407e$@<-zsNPM?Xr6^%Z%@>cxsu;96t8SBDgZ@*s(Hh~!-fKU@#4?W z8ajIkSO|=V6=cHK9CnT>Oyff>Bh`%VufDf>wZ9!#BvI*$!aq*Xdxu&?Z>k z;hOclAM6SR8y^%>9DMHmKTd?#GKNemnQdPJv))p@WXrLo|1Yw0j z;mjD4WzR4Pm~meaN){;~y2^sH?iGJjc)a!DE`+2|G)XG{w#Gt`y>9d_l%E<;lc+FKX3#a_YkP`hG8*^UqS>^`1PlUo6TXHevF3$rID*SI;w+8rqLqxB2(YZlaDm%xv%#ll;$hi`{b zym^u)pNE_?@ehyfr#-5M{AVx99nMe(L?*1mC$z+{;*$uf6tSHF+z-~qM6#Wv-1kM1 zbRU^RqWOlF|DmjJ(-R$3luvq4H@y8CB5D1n0&{*!qHVR5#o;c(#dwBoQq2RS!8)8| zQ;1J?7->`uMY1Be;&O`y z0YLETY+3`w&3%ZqA!FeL4F{K|;cUQu`6Kfmpd_B4MHY@sc?2nCJ0VbwaiwQEt^D8a zUe{cr)w8^it_&+M2SFfG&tNRSPS4_PY`;O$`wfZmQr+MtN;c#t1OY{XP|Mr?BJ@NJ zG{>K^>WdJjMEm+>5@qP*hY)!|#dNL9moF5`uK{Tp%h07n-gO0Q$$_xwrVSunakV&L zbVkR=divVKJcCn`XZ#Y91>_p~BL>g*2i;lzz0(*P1j*SLHzo6HoNo_y20k6w<=EVg zx4x*k@)cNe&2Xm=ZPC4V3EkAf&j7-~bv6rEyFvEl>TPFYC7or}`<&=AmAy&Lng7=l zV@CbX#3^%6u!{zM$4KFJz(eMRzEy8Hr7SSF7xW-fuo6rNt~Y!fgMGuev6d~_krm}z ziHA*0UE#Jp=%M%LPr+P`ypp=@+H0%s>NG(~eMJd#)jE^(E^~$Ql>wXHo;Q0aJhztZ zS=)!+McTvPNO0cLoo1^3Gc?(sw`)pmsxlxH~dAISeaJeisHoFQk4Hn(`#70K(57(mDe1xPw*>9=;c{xf*<2G##_%H z)o-nn*5*FqKkmDxmj^#_xZ7!vzsb8gN1b_`ogCpn5&QLAsQ;u%sD|nMlDPOP^>ixf zg3=S1C|ekwir`mwpjI0c9`WbDWTEF+bzZ8;_}2Q>xcpo=Lf#8i?k^vyLWFYfydfd+ z#wujV^rH=gw+OcZJCmZlfMyU?yW2uR7eJeP=>tstueWsZ=mxqaUU@z!HhhfbjAJ;D zA3*F^WQU0@55t{%IRR?sQ5S`)-3U*z&ysRR2w!RU;4rSrhgx%;v$o#(zqsMItD^$A zI_dP` z*=*br%1!;Kr`?k*2b#??dG>7Qo{GdtVMBwYNN$15iBzr*O1(7o*>n0P3xTGQxqfEd zMm-)~&+tPRmy6w2G%>Qtf(%k@dzc$-Xv%~*>PMetyb)X{q0lZ!%+FMbTgR-u#!6KT z>>no-As-%ezkD-Y^c@mx#U*DlWaF$K(~h6L=WuWG66efKf`9c}g%H=bn9`o&l*s+t|b>H~>_ z??cg+e*Hv0?>}L*bh9%USr=$?-clFsw~#oL7?rvJPyL*@xRz<{^zl#UCDXJy+o8`r z?#Zo;;wXRpc=i#4@dXY&+8Hp_A`V}`1VeWW5cZAnxey6|2LYIN_yZ%_omKC;NFr%o z$~(hC1M>3u&1DX@Hmi#y`R$5M)E{qPWT#Y8iwyrz_&I^1&kJb`l$S3?Ly^*rGuY@ zuNiehvs4=YSJ?H5VZW_jeC%X$%V;k+7)ybw_EFl3zgS`2h;MY|8uIc8P zf6+f+@4W}u%@4Ud-%dcVKvzu$K(n0svv(b+TkzyQ*&jP7(|nlS{2XG*P&^HWP;IId z9-)(s?=%Z?S9(>fmE;;yKG zk3z}d*z(A^WT@+m@Q=6hBjtPER7A*k13Z0NiNtshYB1W+_P}vNtDC?at9thfA2xZP zw$z%r&a=`=Dwseq7+9hEXhg&N(XhewndbR8WP9N*ock%;;k%G{+7I_-Y0 zltbN5C97^EFQA0IE?ru=Wqv6b zx3cspgfkkD10VXLR*hjqtEd!bsSizz`YyKkz`%m~Z7_EYX55M#Wz9@icpJ^W!ERyW ze3fU1x>1_G?3;e|xG=-oq2HS=hwe{$Vv{Zh=x$$djTu`WIup|^##M4PomDMV^lw@B ztzfOY!Y`x^qy*T=X8KxTr)wncN3fPv=^`GymIuY8n*sgTAc~Ot>)eu;5SZTeMsT}o zU+Lu8L7MrznH$zyPk2EfKl<6NP|33ERUZ9mmHvZ$A)13z%!V0vk%I@$Li2iog(S(@ zQHFX<<2doHVzsi2dS50aaSbk`ysB;tGgX8DTO_Bs5Cfb*BrB5t?mT0H~;#P z`3?16vu_&~XAN1i-(5+?tVtkNWG*IUCK;-P5Eg^GH00$a!Snrfl9zX~>U^6N3%>P( zw!Dj#OtTM4>vmDHO%HzZ>CB8y?f^Ly`6OB{vAdA z04zU~2GZk`U!;XWWBC@NYerqqX-a^`E>bC3cuc9xNQETk8;stZs_iqKew}EN^gQ9W zP#(Q?FsK1T>my87;NE+!bKiguQX-Jot0ZK1K+FFN5h^u)J8y7`n-q{>SHflP zVWus1UdAchSkUa=$TI&uwcl?hgu7`l5gNNFI9dCskG%7R6acS zv7>Q0&`M!Tmw<)W!~D(g0_e$fXSE#wBNAt3a}jpv@`$*9i)#=)q!Z7+NjABWTi41{D-vfd7-Os)Scn@6ZB1TSkn!2FWgcOe2~eT-dB8|2+N<>p(c zaMqknZjj5ID=i3*(K)CI98}+L-2=ld^G9r~SRN;s;8s^1C7l+euqS6uaM3LKgOmS2 zaPX{CG4SfJf@KR#jDM!scjmjS`S^16vx|Ms3x}Lv6+_5{V(uAoc|r;dX2i6zuxZPzK=9TwbTmm*&*>}7$qYUf?{G%Ga{Z1k)7>k`?cFC z=^KBt16Gz@jn=*Q(zJ4(brq8QGj2s6Lj71I9io7M?9KvEU~oP!zDw5~zU1-?#O!g4 z8+}X!^SbXu{E+KF?WW24CbzOP+4vGV?Q0o?6HfzgHl*C!^TN<%RuLK|_SGbBp>ocs zyW!LKX7(0CXH*<*FDZ6E3|jAe>uI4hR;Vnjrg5E4o1pj7pPx3=1n>+Y<(|8%WS#rO zY@S2sfHvTp4%l7YZCUp9>ZPZU#X$~6z@$fxGp=KJubsFA(|MCWY_~*I+2op zzaFhwLItZPm;g$1O$$>QScZzf27Y#;Kw)UuxMWZ7 z;SKy2m62l1=ji(}e>>(Q#noA!{dx&ie~^lh#uicz!l;mTkyhvHReQ|^GUq_#Q95Yr znO~8XRRQGreOTZK!%c!rdep7*6>36EsJ{M=$tHlYFjRw<-GMpNVx$8+EY+RQk>UAu#|6vh8d2ZebGLqHQhtkC*t=~P(;?xV1GS|s2DFytc4-M*ir(yL?r41Ei zbx%uz^3Z9EcikLbE%en;q!i@D4SZ<&r-SHUN0Xc)3O09qTxpnsD}LP_9xZWE;$i#U zfe4GCM6Yk|%eXok)miC|>lFM}?6BYSd2{uM4~)HjT2cJ~f85`XH}ILvEmU*b>@5+m zO_u-TJO2E!Oh;5pjY^WD`hWPV|5EKf>&EC4SL=RwBheEf4pNdA!O|jm#rp3bjO;+| z5#CqY?~%MKjrrH>`Ck`ylO!!qoTPeQ7l>6%e?3uhA1F-Z7td%PQ8~n7QwlsohNwke z0`hMUl%Gu42H)48B0fDTqpv+a22Eh>+rzbX0N+LgwbWi6=6_Mo(V!dg05c_CoF8q{ zS12CQmIvBNHS6{fGrZ?i$?{Tw+LH`bj0{h#mFfBr*`3xyY|ef)B< zEouNXFg(FAcW?D`luptk(=~tLz(g54#A7$kq==sG-x51M1|=4MOB&#_+n$PD+Dkvj zrUGC$#hXneZWr%;cj!zCgcrU5%(IG`TCC&kPe7dh*mC3>2QtpDtva&<{g+#9_MW?K z2}km7z4lY}Nu+(+WoB!pR_q0~wDb1j;$qwP7oE|jv~Q8E0O<9jfSmt>XCn~_iAM88 zCtuXxche0F#;6-O((+y*He8mJNVi0t9fVL5%q^B{8;aKRl#Ep>Qt$w_(mP?hKaQga zoMAxZ+p2p7bW?E&4=!cAOg!Z_s4791igR9Wx5E6|h`;boQOTM(?eK1zP(jwW*G=d+ zAOeNNIRY7TvT=MNq&p2?TwMN0;({ms2(nxjbCju*w zN2sls3F1?~o3s-kr7yF2WYj3g=RM?&^ZaK{XFt*o*siQ*e7~{3T(g?O;r%73Bz^=+;p64=?Eb@ zd2~^2){)7{3{ag>rNiEg()IZs9gxDY?Tn>`Nt|7d^pxBV%MRbTwZq|jkBU6C*4784 z2Ote_di(oXL)z>>z|?s|Pp;M|^|B*^IX>-sttXu%$?Oc7QScV)~)+&@lutk*5UeIus zC4IeErYFK1UP&?=JSjVTzeN8d=eB*_2$ItkEsY~@# zc##`~rR|lU0#f*evs)eIrt{_-l0B}^cjY0q<%hvJPE8wkA=Iv+qzB?LNQpY7nHnMd zP|Zi6w*LDMDM02D1zjUAM!-N%3*{)a`|M@`C)Ybb4VDj) zZM`cdcC`e7x#G}BcK)GvQX$!%(oy_Cfna1oWPJBM1_9xsi~ATV^z-Sp#U0ee@FnY_ zfwE?x)}xyOz!HLXDFtN@fU-)cg2vAmWwL@o3VkM9%@G{ABJ`4Pkd2aeS3b^ao`Y; z`+l(mVlG!zTCZb6UlFH3jl9e}%liHRLmny_Gec;|drrtB=DOh$YmEQsVKVXR!#$qK zgsH-xNkFvm8~NCQ)Abl&C{xbmOHv2cEC3W>eIDA&FWt1du|XjB%K6WnL<Jp2#Ib-BW4<3q5{Bu<&2@W@~?VIAiJgkYG6<=4=nA z`z|3n;c7B52fu6Xl%(*ek_HIK+7c3M`=^!2Rp{2*u+lR4gLBB*JN-#FYH_EUfW(7M z+({*gl-HqxRg;S@tbf}H$^~a)n%ox>zLVk7rLBO{S@CdUqEDowu1w2cNhar2D~&?8 zhJf3iwYwg?=v-Y*K2J+%oa(dlBs;GJQ|$mdugt@gtutB@W|bfp_^Ji5J$&XEo!fPH zt)GSba!u9yWBnd%=HKoIcPL#2^8^mRcGZ3DbqaZYh&J8eP?%5`xQqzNRan78Pd@XT z4bSxygjjqKSU#0DaE&;k*t}u>?CI2K{UDF9Q0V*s)drENtt{7j-notqfx#K;BQ^T} zi;4adA|=K5Hq|Hfp%w$#f^d3^Ojkv=z~R#mY65ct&#}9)l9{@@LdU*A4!j;3nct)j zg0_mmn08pyCR|cPwR2FuHY4q9mdO3QCpGO%#0%Gf^mC@HCAr@)RQ1xL+wFG^IDz&2 zmsI7thqgPV-Hd*6Z}XC^;WNBp5E5NMxQf}-13+#10ByIYzYDCSs`ns53_r6Cs+I*E z9EjYd2$844DQOofI~EH~^?NVNL4LB#`P{26>{UReb1b|Vl+Np+5xxnpEK0pgyK9$A z4*r!%Y>SA4Kwdy%bIxk*M@^EVRD^m46iF(19SJ1V6ACLp>Gk}yToqRP9ql%a?}lb7 z0sqDv{1*D4ZSPF@yHwH(r^IFD!yrM0Y3scpB56|btlee+V#M_@!e&p zy{!1b(t7<{AoW{|jxtn6ioY4-V97qPO03%tBKyL3HOmG}Wl zNAYrQiqIjkq*6Q15{9%GH+8+9swx;RxH*9syz=ZCW{9NL2Jz~{A~-9hpBrCt`xV;+ z6mBmxH}SMQX6YtEig;sd;y#cVzNYA&PQ_J208} zP4!FM&;%5}JZ!0lQu8~J7w24v1>yK#0LC(b0l_HfuG=Dfh*;-C;~~y)XA91~{|sR$ zA&QY>^T2Xg7;?ruy~AZ|tz>YPE3iQ{n{dGkj1VMF0X`Fscs~RsHnlQc@1r>X9(q2` ze~-rhJx5Rc5UM^R9mUYq*6U)zTTfAyKOl3DyaDr}+c~Dz=Jd(xb6Im>SRMHbE80@n znMGRt-Sy0$tt-eIL4YOIgLJ`nrOd#EKF@Eo06H@JTm7TUb-B=GU-X2(tt!jvJP@3#2{D7VuG4>%3a8ep}Jzy#Uuw z`i}1PZX|{%iL=o*?o)I&LChiN@4MHTp|y3M7y_QBGNQz-kl+^I+kf0_HHMdm%je6$ z>AB}|Au zk`lNt^b8t-MPU_~f#RXDJz3HX7pW256i014(=a-S*YO%nR6Rn1 zZN+tDJCELDc*-G^8Fwg|_-lba{atItsR~i1h3_T|j66oL6JLm9vGYzi$HL0B@TKS& zr~JlU7`58&~IXd(cNp-yOyx z(HVb)Vf?2WDui^`3%6Fp(Qz-Yq`m49yw`iHIt<5iJwZBx?BX1u1X6$+}g=0>F+)CPA)1;BL;h($%}9m_|!_W!ALbh z(hCSJ-Ggeu16i!S$Vl=#m3B7mpeOArdG8ib9HGp6z?{pX9R{>VWtxuDhJ*Cyo<)2U zn_0x=j{b9GkIjjs-mhV4Ju^tMg&I;8s?Fl%wWbP29NT7p_6t>6%yL9$1Dj(advOhq zFcKtG!+xH~BJ-vx6#`9+HwTM-#ZgXzfJXx;6hiMtbOO8R4?AEVtS#(#wHE ziSK~dL~OfYkbvxb#-6?{ff$lAYC6#}#lk&_=!4=?Ftg}Q=S^y0q3i{ltcHC-~(Xmejg2E6-zxy=H2G@k2JxX#B*@T67+9J zdfk!-rmzqTAur!c58cccfZ?>XQrmqQ6&TLLS?fCln*8Q6u*xMEX=y9udS<;GcmL>Z z^W2?|?eSn$``*Bm65RR(bia>5I~s?$8|f_(0sl$9>;X9%_8ZO5Ivrc(0TEwDV9lb0 zGs@9NNs^|du^&{=Y__pY9>Ck5GsW|;t`W$UUKz%!UV9Z?=RO+(+af*{j;6Kuk(m8c z9>A8vnN{a^@e+#>kgOEzoP|`$RNuUmRJo}C$Nf4#)p-;}DJ9MIahLo>VSq^&Glg;r zs3*hLIziU<7=eYSbszqciXWE|yX^89!sA^al{Vw|-3>rkzhQ|cXtmXl#SERDSU}0cn9K!v+lu)MI{uHEy`=}g|r@-GW6Zr&ZF5c}sRk)s+ zo}5*<*6SAgfG3B^h@bgMIODqBT)SUGfa<8V#pOr*9pwBrRX?PUnh${2h}V5?k4w$Q z_kI1F0|7V>N_`m%#KQ6%vi8hAypN0v z_r6HyP&x(oq->L)FRRTSSl0?<`z(O?SKDMH!+!*M8IMf05mM@PS2*26;-{9#V))gA zupfu#R`yS_#YidQ9%IWjmkL%06n*1u@Cv$;wQd;=%!!|5&5n- zQd-U~8et0sR@T6R%8Ye#*yZi?426&hEuA>G$0x3RQY-vK^VRv?WO%Sm6*^gZ8YjRP zyyhDmY(eV1Yk^O&bx^9At`D&fW2O>YQBuI=sC^NH4GdRyh!Ej$V*U_e`1CDoMs4%a z<`O*7R4`gObUK3C()D4Ge)l`j^Qq^ds*sLQYTFU0w%h$+mxwc~dV}64o5VGOJF4s6 z>Bl$u8zgHykyXNAw0z0JjcMQRKye2o#$l{Sd#~Kd`3erl7-!nW$I2#tjS3N*Xx&g4?<lP^lJMfJkk8}sB?o4ek&sC;R^>APdyp9jKdD;KZan6e?4v`VT zm!msQ5a=g_K7q%vVSN$G4iwX_D4)Hh61?F4WXLD^zu-6^2+jf2fR(z2?OkQ{^#NWt z13$X|JAD9k5J`KNW3A=5{1~egb-#1e^EYv@a z2d&+|eeV2CcXS^L*Xuk4DwF_ZsayApgL2#(t?fee?Dr4Cb)wE)!c1f?0Nx8QGkTw` zuSMsqn7#4!BO8Js+MR~r7TJbl zIkrI23GtNRS8BlQ;Yk_C+GGTRG$^5aK9WlOpBXiRN4I(h(hnAsqy=c4(H0@$ZJ=?P z=2FQJ+A1S`vUK<2KwU^FL7`$s>^_)MDkXR=VRy#46;tXGyiVVn`xk}&kM;)4O=&aF z)4cO$=50CZc(4E(f+Jm5JzZ(6VvHhQw6~h7db*mRn$lYmdO!6XILOPLV};&Cuo?(nYw&a$+h34+hO zsbmr*fNdUC-#`mc%SBp^9PjhTdFO%QFkhuKg{Og$ZsfSuW%30N9>Z*Vg``a#*>vdJGLJnX^A~k5fruq0Bm_ml5?EU*Kx}OU4=BN*0KiH-h#LO|Tq+`i z*(<^TfuUe!RfwZkvlX4-1@{L99i0@2$-(|56hnJWBJV8!#&gc52Z@WDlA4+tz`dK) z!_8%7OnUGc_8ZYCcOyC#m6gd_V!D2|;ZBKUpFJ5=@MeL|Tml4aW@lyj!DqZ~i#~FH zS5G1L2uB6Jb)gxIH1F3ImJ@pK8Xfm&fB)d*>_*61K{g?rD#Fv~YMZGxgW|#iaPVk^ zuR*jXk2|v&`T{CgY${ItlBC;x0Ypup#c8!b_=_o;Rz}k4j?Om|KTy}*cjJSJiOHYf z`@Ui7iIT{D_o(!TjZ`noZsxf{z!)%WJ7cqX6`VcU7J2;of>~_@aaia@=!a)1R=}$^ z@(c?S0Yr2^_MosdM~Wc$R8e3+&&}4OOmVC#9j2_@8FC zvJODNXUxP8@>!Q#ASzZp0eQ_KJ$OxnuOA%;p+Cf+gOX^JPO$w@xwxhWxU-CAL8)^D z#92v1g4><{K&1=~YI-y;O$NizHN!R?2~~(*oevJy>(P2U<960>ZqdKkqoaO{1Jm;5o|Ss{ zP))_@MWz&=OU4;z6;}7}&k&Sr!ncMzH|!}oxuPuV5T5eWp*LC$5+DWV?KO2bHDCXc zMA5YSXX^k~1hNT>#!W(Hsa0O5EEH-`jxp%$y1tJ=bp$Y{iN6 z8a4Fp@KXuUOx128zXIPTFh@APDYEjjmriLt8RT{3p`x}y+sWmEi;e<`H}Bp~D&Vo3 z#t>omxu8myK=5fjFLi}obK{ljSUyvu7|hmMO>OTnOw!|Vn5+78bdu`Bb>uRF4KfhJ|MsHQ^zB`}&=u4c^lRIZpr zEEj4eFM;8O))|6>rWbUM8G=xn^(0oo$+GsyyGYGJrl+MsFMOSvxK4syy`-eO(%9st~b1*etCl&eQ| zqQCyEFV`dyr0AG69FGrw^Sm~OW?%hTM^XBEAFPkNfi)uNy9tTUtpOSvIw14B@W|q^ zk$U{G0|K*}cV-`(m6SdRx;KYLh%>baF^vT1OJi&^^Qj%qg3VJB`5NIYoo^MmsyJpP zyqMHbAQ&irF?}e~ZdUK>>l-k5HTaW`NkH!tro#%|H8A|*!=TUXYMXn4xnB%nGyN$e z0^!b(3E^8}_vG+~2y}Qt_mOZjy$WJ6LPl<|`N;f;L_bSUdShFfqN%+W5m0)}OcuPe zLY!}dxbbO(WKEHY`x#^y;2yu@9}acBNBVkcruUkG^CtwY?oCsCn-MtsjC`)Zh{vhT zT3|I?ydYve(TQ-;mau=W_}=kBl%VZJ^uZ>~W~MVXDd^Q@(byot#b%xkGse9jxI-NZ zpFR1l)_u?t4aSnAvBlf%F!$JEFO2!y^|RSUdz8RjDK2ks1Rt9P8t0P3F}Gd5jcSrC zuN1H*=6HRQ)-3Y-UoWsx3PgTh({aFg(P2g?(r9`Pyv>1P`zTSNZ_f0 zRf2*n_fNk+KIO0rv`ng`FP@)AVwWz_+297Ug{ahByPj_9$(hR~aWNbGe&tMIXkZ`# z7;f`}SnD&<_bOI739QC5#9YhAg~kYjh2k$plXimY`k|#PMxSPq!%9z?BNsv31cW_f z16r~MG4V%I%%y%g2r+ZI?Ld0Vwyd45ExmsaC};yx2JNr*417-Jv9IXe-CEYTg`4KV!>^^DuU zdC8hce<2n%aXi5|7N;&qQw&mQ`eXF(jD-=GK zu-&wq!{z$ol|QR7v?W9JkH$kQ^4!1e?o<>V$<=B)QD8m2 z^8TU$eg9eXwDuWs2X>0G_S1v>KFsD^ZB5Jx!4Yif6n%dB+%^ei@HIvZYtF=vJ8ut! zZ{QJg$I=`fAFU+HUQ?@2k@9T}r7{A|Omz>D^XBHCQ83#<5p2ME^yDF0{cxuE{2==I zeQlc8D>ltnU8MrT&TmW8hE(VwN)?OZ!At!-kMFgluf4klu3?*LPY_-mo}@m^txh31 znn&hD_kC|_1k#+}24}zriIZnpI>7Xa)DH)R57B##l1DG--N1YXF;`-b$HKu8_z-aE z;TW<=4(*$MBvkUxpIHHt+q3X^00Eswdf?M2X7u%8O}jvgSkGAu=d&H0y_A<%5?u}C z-@9O^etyHbdHtNeKZV~d16u;D7uxz3ltsMuS?|syjlgM@+^ufGdL5xr#kh6NI(Q=9 zA@qU~`nXJYiyrh8K15E6A8_;S**BAI`g!06G1chv(=qyf!k7oge)F{*22qmB-8Mi& z;XPWa?n(b~HDqPy9)++;z58B)S>G@+48mh6M~KUwWWqH#I2Zrg~h|00@W(mT+^g5TqM zxILkBXGR~&Ry734jy}CV0V9A%{v2BzL^WRM7Y|lyR!Pno)Z$#=dtm5H^G+!oE7o9Q z`koI-+$IgF7ZvD#B8>i{J(Q2{s$a|-XDfVFSNc3Sp4W;c37TE)zo{6SM+#!~#0GYT$W|j}7)Kun=7v z1CL0mQ|rZ|2Rb+(=L}sQ)0l$^IA8P&e1>8JfxLY?&d}wk1|{AOy2<<>AP)RR=;|Td z;(ldohh|m`;&ZxpA?SSW<7M6-9FBtG$;42J@@mVk4!J;9hzy>)OE{92pOJd4 zrPesdP!jhTZZs1!pTRGTkzg5P-rLQCfdgZ~>AiPeUzSm@2B?#)eUP36RR`&g!;+k) z-`?Klx!+d(luJ>)rfw3lCSiU)SFFK_b&L!@Ecy#5ho!w>5KbjeMKt^AvQ%D`;1q|c zUWyi0vJ8Q91}JRSK$bImiUTm%lsB_>7B6Enczy8DjquAQ?a=HXErRf%)HB^e2%Ekp zv6%m18oAF)f3|!CPmZ?jEhM*zsaTdW3pGZEZ{SX)1y21TsoGaPMp(l;y?T2m+*7E! zC|+KbYWVmmomPQ3?3-61(c?mddY5UoTm_K&al}kf7C5ZHW!Rlf-A`E2(M(lsTwgqJ zH9$oeNy+yEd+CoE0=NoGF5bQJgpfph)4@WPq6=RnA+7kQYlmaikssi9R!OBXV55r> z*Z?n2(b4TJVdDXU@~^u;4}KfD7i?^#E`R zgnED6886;W(~t?TN(M1%5`V-_2~G`B4_@Y*N7#8fJnQSp_gysO>c5=7&~W0r&P)Y2 z!xXMDQ_j+KxB=mLH1v+{jtJufB3s(7LOD`CvJ~oDdwSn}u5MMo)PP&XfClzhu`8In z32Qj)*U038Z$saXS2Dk6Psvq6pLaE~rG$rGbug6vycV!!{}%Z8A{+sdfKV4;U)2a{Izymrt!;lJ{%Jgc#KVdNl)XT3JJrH z%bJE&IMI`;jnASBdh3jZx#71`H?6*t21YXD`2@Qcja7g8`PD#?L?K!Dvdi9^0_Q#Z zoq|lN^I<0hwR;yTN8w26QP80`^gRq&yL!f=O?l(-0+}T4akR)=6-Yi`&~eB8OKIv& z`}Qv}Ox(s~pWz&^xUwvWLM2ZpFD@Q&w*5oJQSjH35@AI+%U3`CO@bd`aBXEpOK}mP?Zz0nN#H!K|wK1vedq#hO!TAYmZyue>ou7TfLVT=bY1l3RnQ=jHnb?Auw5 zMj90s?|w0(OOU=qOmdtt83n6|#!J6G0^r04%!w?JBpQM!46=7RAn$e>jF}Snf2X-g z2H;SPtkbs!uu@&V8U{f^cmnQqz277?W1%Y9dGK|M0i{@WZ^|rowOy8*FZ?JI?`%?P ztwke!<)k4u=BVEAP`3P!h4buhjvFdW7;Ef%q*{TRrW@_D_Z1I)`wSzYT+^Wq62;dR zyA|0t&kSq(g<>LSRky3~b;0lGCE^BQj*z^?_w+;8ErQNB*=cE{mYqG%E#H59BM7pc zwt#F(i*r)p>y(iFxV(5T2;H%m3Qh)e;aB(!j8~6C)e@Z0duW!Z5Z2@9j2)Zi0T8yC z+NdtfTMKnI`q556L3|8!o_zp7%#1txK^7$7xl{E1>SO2-2yvo>^59z{m$naa8kYI? zbKu4YZ7TI$nin9wB??GFk*Frvi-ENBIjSf*Z&m!m)(C^>!BM};417k7gRP-?ZOLe+ z9!!3`R{ts;zqJs@{xn_b8*SRLkvo5-qD#^xDc?-QqTk7qX{w?J$O~m~n&9UL3?!G^cknY*gz~_z+gjX!@Q&WZC8} zB-2=W3IPfDZLAEUSgux^ZaWavC_Vb5P*7xBJs_ind_S%pizGg@1S5>A6f7z-FwcWN zJo>sFO$J))El-5-w0jk8m+X2Ts^yZFYtzaH5Ym=7EC9`J0g`ch*dM>7ZYcgbNTMsL z>sSpaw+7((3fqgTA}Y!Xhf_{R*4eaNpK$e*d8KTJ((0&0fQ^ zUz49V6gtVV^HKyG-JPXfdEd^%tPvSAiPvqK``WG&mOh4IdaV!Gig1RZW`-z`Z$wUxb@{N)O9xhJde< z>JXC)Aert;(?EYbrW3)fu5+%W7m_eTbnL!uiDyna`|aXe&a(6G6#hTBYV~IEOB*qv zZr@gazWWyHjkwiZbZB={i<3xSs;aj!S23rKvljbKYONgtpQzAGzLug!M zPKsAux!SgXNi(fD_%q)rw8@;iu5j*;a;30EueqvtpW{J%#qEc|L6!*%637n)dlbi< zEzgJ}Si__%1axA0XR9L3dKUA#4^1Q(E0#aM4zrhlv6ca~sJanjL56aoo6aw;f1rcR;(y`F@1eTBzC0Jqc=hf&dl9Q9Qg!P@xpi+*P zRNK1Woq?G#D`hP|&4)>s>FXRYxsqK0*TV8M2eV5qhMP7R^k2|4AhbYq63ZHYfB*AW z^Guq0QSxh`nJP*ZRTQx8?7oNIk*iSI_3mQpVv!uoyb`nlyfSPQNCiqHjgZL!nK-9U zz&Z%fwJ}FOe4p|)APJ8GuYSR-fq!VYnG=IpIOnW=`Od}_jJ)k+&ssuiC_p#6%=|F$Nytj)`i zsaL|rn;#g1{Zi_lIvxJ_y2mMYZvD()wrHZlO9`a-IU1T&K`Z|JJ|n}RcGK0u63OYF zihUjis14qMpx-m4cDKI{p5t~ZC7nT%S7HQjm(fQ->wIMZQ8$4^L8uCYTdWsKnbQW9 z##s~ge3nx9u|378kU{1$+G8V=&`YWh?8X#@o2b4(gy{^G;DZ2aTsb0l`7oph5HO}G z7Dk9SdMpSUb&VL(Mn^v;0M4PU6GkVXb9PP6>pGf?`dr{@6>CJY9U9y+&I+Ks>9xZs z)oRmNEx{IyK)@qT%KAn=^I>87{+XCpO`(2mlo07mArC8Vt%sb+b?!P|x7U#4}Y{&eLi#$8~xzK= zIy##Ck^#`IAo@~&0q3&quWkq!$7V=iK6|##DiW019w*{YIGOY9PET2_@>5wX?iWWX z)CRAvvLDUztv_xP^RD{mBi#U+02Fg%lkqcbKx+RQhy}=HHcbKnuuyxJ9dUQ+Om%pe_TE^V9S@(1RQe+#NGnooT*o zxGG6HyO5o0pt77=wYh)d#a`FW1e2NatnQWQ5-_e<)|oU|-fdzbldu~#12ybRzQ*DG z0t#q#!_vkJKS6r}`LkQJotBo$PubjjH6~d4q%)uJp0dlF)Ymc{&VkUW{ODMkX*|4j zHWaDw-{1EJw_V)zQ?;o)96h~vtL*dMf3*5QtxrfhU8z&!$uVS!e_P-ar)uUf+|D| zF6AwTI~-bOXdj?-4WRcROA`8HxqE0X!Hi z%w-Q)7|bT8rmk=S?X`?-;c)e8(_l9utQe8T@ECg4vNkj;M7a|CsH6cDlNhX-q1Ndt zHSE1V&#UqD8|{aZobsHMvpHFaQ zZ8g%9%Xey9WI29=XC?@$DlsqzmS743&Nzaqj0yD8fxfsj2olO4+4e+psE<$gcY0rp zL6}N{+FEySlt&{)uC~IK{Twb09bN2})jSPRcw-kEYh_&RlS&r6!+-CX|K3*rwK7JS zgZ+W>hxOAP5*C9XO<-aG0&S;F0)RzPvZJGjS_-RH0x}nIGAme#$przO689^HD=K^x z06e5>EUPLl!=n+q_LLbq(2$;n)holWxw%_l1b*PE4d%?)+}Jra|);s84zgZ zG3QltEEwtDpd;t?fYS-WrGbYk2_j0|GEZqr<%#`%>0h5@A!PFq27c%S!kO`8MMcH#C(|r%r$`MpAmpwey5Sc4%%Wf#QOGzVodPiMsI=NF0ko_$@>)SJ#LhT~JrLsy=`;?%8%(cIcE4;W(RTz_X7 zhDT>B%W6$4m5ELMzHQ5kQ)+bQuUX0XdLY}{!1{O3J2LcnUzME)<5xEqY-T?o{|PhB zfNl+a)=XTk?Tc@jowoMd#GD-jlLXRPsC{mi39WtDd)Ss1pGW58vnxxj@D=O?oZiOL z5sXL-(5=f}?9Eai@&Nm7BG=TSb$szI1p1yo+yStw?(YKqFmAE52S%?eDd_CaYNSDo zE22>ygGJ9sR_mQ7?h9{wkaoZR{z0=!u|@TOkxk7@No7cs= z5$T8<7PAG0OiohD$$e*RpuDGYHGsghi1I5v^>^6>>ln3pgDcOOCZ;vt0(rilFA%mQD>(abiz@``je8tl}rlg6y zoXk4~V3>GKqM??`>+io7?GF|Q6dLaxSG=GY3*aXcIi`lRp_5!V*gWWtHv(_k?|fj} zg8~%18rg*5|CUMf0=FF9T4HaL1S{R?tE`%8fk*|O^|f9YUxe>j7s^FZ7b+#TDJ8Zy z2>pHhN2b*ltBn@m8?45U4RocScl$GYAf#9C^vP&YuT-*GLV5leL(es7mm$RgxAX26 zC}N|FWi`(_g|hVXmB+z;Rk?GU_Lm+P+5T|ijp*K(qk1_&TGif_SS)<{IZ^i zMf3XnK)sI=>n`8l$>Iy%gH4XDzLJMKH`<|qqvMcEB;DjX*V4`N_}^IopyI;u2fLZk zWb%l;b6DQ;25{hxu0}948Il5E#8sl<yrCicrQQ0L2Xp(Jjx%7Vw@LQ*!2UvY zpvyM5d8Im$wiH97{yTI*;{}7=PAO|pWzgcO<8|l2qA2k>87gYm(y=qsVqpIYrQ95^ zJN%LNJaWZ%00Z$UH*i+c|LEEB>iCCPrN%jtXV;DbN4CAc23R(f?+zX7sF;!;2U7}A zyuTi~7f6p4D2qV1S3KrVen-cbAdi(2)G5V6^;%4}+6?|j8(-;4B7o4k7wY~}Yj&+> z-pq?foFuyj_*V1RKG3JJ3IrSRpn2mL5cFGBe&$9I2HD`Cs}5w^*b;R$ZzU|$~bzV z0`m~oADmX$MML8NDm+=c^MOM)=S|IRNuW&ZX%|0x+_Q`!B7*L}}!?oBG|OidJ>t9>;8Ps)nHXB*$;GXv~Rtp6;P zdtO*xnRe=x`bjl9M(&F2s3sfur*;l8l)h1;eNd|$Oirrlaa%8m=CQz+6myKL!X451 zTC*E5+I*9(e8&?tR#&pC+9dy;Gd}RzmV>3#L!q~?kb$!CD@E-)7;lvk?8?Hx$dbiK6acZ96{PW8tx7ou@wMkVJ`P|5NSg}NjVBjYJ#Xt64F7gkpa zM4jJ>OZ>kMlLm{#YwtZ)4keJCwohyYV=lp7tIi4M9F}PRtnsfQ|mo-+J3Y zI|(ji7{nqN9vCYPFfJw&Gm?I^0v8 zJ5WK>jR9Xu6XPE#Go{|qAR_DC4g^aA%vVdja0iTY2!4h>J<%uMZdFf5%&wMwn|K{} znJ!4k{z?b?)gsi2N@Oa#6Jm%A!MR5E%u{(cwnVl{Iq0@zv>z)tZL;P)@=9kdmq8=@ zmpWFiY%x8Ad6f;#!xYb@B=vf+?B#gP=%!;1^c&TIuya8^0OUuF=Gd<(0I3fQ5VvHdLIswYmDULI2_MH>NOu#BP8?h|TAo zQJD&-lfh&2Ws<$)6O;1`VEE)%UR*lM)n`s&CEP)WCz2?FAazr^!+yEed;RuO+8G-p zO&7oXtalqIkLYtmau5tU0e=DCzqERtF*o>Pf9eP@7NWagPUJ84;RdFi%+yC4v{TC^ za2%pPKEEqEJY_EmexT(DRj#(eYx&c?DnNCNG4rbwY)Dk#A|!9uN~F0%n}m=YHrQNY z3rK|%^w+S4)|Sa&$bUieCZytB1JOFWEP&7>1P7H$*C8~|xrD%M8fdu)d`Tu{y;}~c zGP=alBxP&Zieee+<3@~s7?Nr>=DJ%X{V_$>F77Qz5(-_G+#o8cMy=r$Mu(K=ksCGNQEK0DS zHjLlW^SAKjXr?DOl9_HXvh)XS4_4EQ_vf{)pKG8VMc96S5e@n?3w z4OZJ#?jy5U4pb=kN0;X&J#OGy4W!x=xj(Y9&bAEf-^QM|?C&mCYCYp*7!j#tm{%FW z#fn-U7T#K5n1po+@F=Lt8(x@7uE??>IwDC95GM`P#K6?ecHVet#E2AF z)12Iy@x;ep=l{h9kSagb^nI;tOD_&&yi8AJc+lgT*0px8zdD-7$(#t*hSy^y3l%qn zW;>)-zGW%7-9L+fSR>#$B)%7u<-a-gj(P>Kq;`Rl5?-}X9)GrGgW0bU`os}Jv>04_ zRbyE|`B6g)RKQUn{${qPd>5LC0|tbbA5Q@Z6Aj)5epyHVNksnNpGljcOy|M{qhVE# z!6?+^4%8zya?;t-nIBanK^j9JkmQF3e6Lc#12v@6cYrQ~Ca@&#)?3K)iZ^h6CPl5R z{C(vzThm{W%*%g5#arH)mMR53SNdP<4d#0P%2~FeE;T{e;#nPy7`W=cr)#Vg4X*^>R3OT|L3gg*+ z%?-+F_jt-rfaoW?*!weJ8Gunz8{C6>5_0`ikNLJqUf!EyU>>njRAo5Y*?RZP2i zkjN$pm;{RNq7zlXC?&>*5xP69eV;2{i_zS}sAED9G&9*7TRz|LK0E+5OWTnly7aW| z$#k7@X;Xu9zI6X0{>Pfg*o}c2i`AIP;w&{w3*Lu@dAHSU|8IsRhVIAYKjJ*;b~dD= zqB6R03li<|>9yn<-fpweb9(O1mkYUSR5s!?tM>Ze}b?)EN%rM&(vBmx}EPv24hi+ z6@8=r-@)h;d4vF~c6oJp_9s$nNGNAwZyIo8im|bDeW<31+P&7Fpi{3$W^5Y94FDPJ z`o_gzsBBJ^JmrGCI##{2ce3nw{-Wq5 zE)OQz?*`OZeX%*i0v_G!Cm*L+UYrrx)D9$H)|pEmVK|m=mhPevzs3q~7qU-t&W+ha zO-^H7`g9pBUt7Pb7Vz>{yYJdth8)MdULT$J69!|)9hH8Z`igeo@FyDFnV(OAmaif->{Q9d#&2p^yisU z?Gy{5uxTx~Yz0Bp%cR-*lSQiHiu-X3&MwVo-31kQjWBp$X{E%qdwvKhd9^y%^4R37 zrWReOt?847tWn+olIbg^Q+`Yl(y}r#GV*Um%9mLm1B5cgLbF=V4zNn>exeEgzi*CM zDX=v6ttCek>S=ueNw9rD{Iv=ixv`2k<$<(Jt-(Iu_zp-2vD_1;Gu|O%k(2^n)2d zZ5R&Qir$`3oU=%yRu&XX>nl;`Fi=gF{gbo2q`d`&zK2S3!15^_gliC>G8q}=7|55} zpaDwM)d!-Pv)-``sP{|8}-0Qn!nGXA7aKF~92YW!Jaw3hh!0d0iE&U)X15Bng! z&#-xd8aI_ps0i1e*2X#K*vJG*2G=C|AK0=SF0?0d;ER%Pj2tg(vc|C8)9n@L$NH=V z=Z?q_Zxhst9~iNv+p8U2Ya|wDuwETAszpE-Bct5W4wL=Sz`vGmP=`V-v{AyS-?O(N zCZDs?5T-XTnG)eVPNFyGc%#du9p7cz)>@_hsM^SPCThAY?4_$!Ys^}pfD@E7T|Bsf z(*$@pbt40#L=(c%V4K@t&_Jv{ke)WsauUue*u+*Q_PZ~Zt}~##;|7CFQKd+Axk&6^ zEb1JTMNPSw2a7YvaC{SG>|(RNv4Q+HD8Q|D=j_(Jzwf=_UQxJVuL`3o+4`IK!JgQ_ z*JlbG5-ExWjBmPgWiy}Kz9y3DZ9|>xR z_RB+2!NePOHHw+8!<29es-${BOc}{&1~kb~n#1H(-yAf|4a6lTz~!>vErT$)-Cc8j zwpp-Za;#p09^(kGL6TAI0T&M@t_aHVqr?L+r(}eF}s>e)QblykN2_Q z^79wX6+Sgl_1&DHd`bP0U9bjEIgcPVdD1|gEn!0ynS4rJoJ^a0tAVqKagjhV&j_+o zYPcU5{$~rYp>k*k^Yy*5{bnOF>SwRz#8)DjFtQu(9U7Ciwp=Ppb@O*;x%!QgW2a_z z%aczdH#Rp$~yA8(pY?B z@@eL~yM&bRX?4pnHp2jgLNS-c^iRnM`QVB8qb~C#rhes(7mRKkK7SA--4+^J6*}7x zng|Yc@?NhNdt*vv6TZIKk4z^K!|JNv`ILWvP&X|zNLMez9s=AzRup+IUlybQc2R&YpXK;(FK%%xe{tC7 zTYEeu9?Xwhzk|@`2c|?XlmI~^?9JWQsNjklK&_=4-GAC}G{B4Txb^;4gd5NrINln- zG#&BrZaMbc#`u6?c0T~kVb4?l6pLFQxuwn9+$A&np52v&cL$^XKRd%07u*+PqSbHc zaC+Vs^E^HOqq#1ur+o8ng?ajVYh*omFpn(*E8!H7zBOzpqW2=j37FT;Npevl6mU#XsJ*g;60@PRu%(S>rd#04j%I$RQw_zV(xTij^I4ZHI(!O65UQc zeYsWdCW^UL@7TLUK2r?Q^#Cm4qVMY;hbTJJQg^BWPIo6sw@x%2PZjxq(FvFNM3FW< z`tGQZMc(;{V+d9^1xYY{q)oH)n zc%OMU`iU|j4QvndIVqYr`0D*)_z zU*ZQ#$PQ)z2r^AVp`XEjxKr*IL-KCE&H?>&c*g^9xc_(wnE53I(YWlrU&fB6S(1n_ zr`arPCokXQ^5)jQQ_8|M<;9h&6%!yM^gkdvC4YY*{_y+7I;-E@YD{eE<;4f?L{H;r zleuShWG@|VLG<38tGiPcn?&K2JK#Pt!-LHcx{ReK9;ix_I((_Btx*A2g|k?y9$|vI z(Wid6;{%bY$?2OP4KAD#e6zRc|i z)!E6gQ+&ZWPXlu50$8(P?Z3}Wr-@m-|3fkH1MbpFES;o3y5KL+z%%xY9xjhVyrUsG zfOy(3%b!%D`}E0BfCeW5{lPd!bjg=gVr%Hgqk2oux8XK-V?tIZyUMjP{2AFx{Oll- zrxPi(YLQ!hhYYlU$k(6yku;S6QHP4;ffAr!^u=?b8-1C^#Fdo>zYMvk>Iag&61o4f ztY4H1bIOFYQ&qp)UXAXKJ>!f&P@O`_L77=TF(Yp`Nd)TpXNHeL7W) zrLOTr_lQw(J5#i347`Of9)!sPXLtUDhA@pl$3^)sjUP>pxnD#pPh~!G>_5DW2qtlf z*t-BR&zXG}KDe=?3~V48>tf#LeLxrkiLM*}3i(Ko?zn*WT{?m?G2^&>=&$E_y{qEp2sL$msQ%R4Ni zLVyuLOLo9{Kmx;AB76Fv%!Z~xhE@F_&Hq85+Z^M@H>d27?4!#^-{-7wn&}^4KX9pb z2^tafJvvBlri}EE%yAu~P)OPeItd|RSzJ11a30^iab{{rStfSbT3oQislef47tk%H zO4A`KT3-d!pbHHz-_wWRTta(|w%2c#7kY_Ywp-b#=FO%xpWY|#2{UlVCjM8>o(A#l zcCI^gl#93VNnuA@l!$Mj#}a{07r@!ros##RdGq&^^V1l8o!v?Kb@$CxF0GYuc46P# zM^{FrD@96OnM}HItsS!}D~|O_TQ;U@bIy2A?Hk8xtr>sqby?@#Ps(DJu2juFECy4x zpUW$E-Kr07EJiNbS!QeBRF|Mt#|IKrGPcSk)7U69pH_hBJ^uBz|o-HT}kQ8*PYRt=^y)3ayv#-s@k}`em$y^}+IKL1ZLj-L7)kiwVn~J;xD6 z1SNm3*wCZ6_5~(ZJv7dXXO-01UlhKqe0SX3s-Vw8>MEbaN?*?YKO?S9IOP~ z>u|5JNq8wU`O-zA7Hc1iU38zU!Pw{-s%O71e#6}b`YeXL!EPz_FUflnPK|&UbPz&A zZChdejHV^1F4XQN$>M_H%lW$YbK6H^HGmtKF>qz6Yt&CayBxs1dTn|Vh~7{q`e3^^ zi-rt*=9Tlm(OJKh`(R|LT7pVO{9gT%CXhlu>*4_1slE~#g%FlC+y^~V{olrc!2B(} zfar}rp7>k3lys*>Jk3BiYl`fpUe%h7)%%DI{B>?040~=tTc&6B>4p$8p!s+u?UMyAz#!$V8zdlaBE}4=3Nv)E-or-8T^2 zy$Fve+R?L^&S*M!q`6Q?6gYf1Rc=zC?|3*b(Oo>DsB)yJ|jnd?K9DQQ>r zP8>0F76{gvXhry@ewpy}yt!+Y`oK#3^kZZ8kH-?6^+pel*sO-MW{uV#z1t=Ws=`+- z#-_oN`L#T!oBgFzN3u$$9~GqO!tnNSzV?FUCw%+#%H>J-vg}!N4dB)83(uI&CLiM3 z$GaBUJm z4eqz*1^yNCFRmmV-L7@zF}sV7uBBH8?|fWN1WJWTVqXELV8Xeisb=jV_KsV6rp-%Aa0m6Bf!oDj{Ls-FnXoj~7~ z1pTq9K54)Hqsf81->cAN{cOv~??aulil;-OC#MdpVbMZDpu)5xdn#%fW4154xLQzh z>6tV4)-b~#7f0hSuZ?FzN&-(m6HRuICBG+S;^c1j6Lk92`P29kMD4je8MM;I*bd-; z$>PWJA`))`UudY1M@3W?ma|>2yUCh;S>H`gbX!Ok5UFq*Smy=KRVT9xV*Aw&Axi>Z zW)UB+=*$xBE>lgC97Mc-cpTtK<7O6HpX*aI2P8c6*j(Fxy!@1h$8%FaK3hjU>!`_e zY}+3+>Uk{w1Jl)rFH(*jDl%H+xl(dBWkzJWm;(6+P)sV$h=@2R^PdcY#wuwT)d(}J zw^8Q={mSZlHl@rbQ$`bYlB&LL;_(YiO$yxvBRsX+1K1Od(`&o~f~~jSeFj7J@JG%U zqio$$Wxa4}#x>UD}5Kvr2zB~ z!J3rBcf{y3#N|UP#_6#8Id|*U)BJkB>br#rdA$>(lrLZYHJVD0aVUL#*#`H=n17wS z_85Dsm3V7jdjkfTyUqe4`6HlI5hpClgnD>aj$Co^+NG>gg{DB`by%J2jYx^Z+x~s7 zRI|0&6Rx#QE5wJDU5I%Ch2SSWy3p7oI9CF>sAsf=VZFL4|Cc_p?dpqEa$FC+)}?g} z#Nle))5_CL8I!lI!S4`vr4`zZOKfd$80_k~$1$#@j=3sfe^~Cgg3FzBimbr>h~F>S zF?m*OEplB;iya2(!JoS1yR_=wRkI|Uo==1j!r*ZZEHC{_{nI0QPJ6Xv0hzyFpCz1l}xHKgOldVAMsPim5x+rneKtW z4b>9rC7n%XVfg8Q5{Q>{_tu%NU!dt+X}c{_X9wTn{>9Xw$H$VoHOk9+U?f51g=`Zo zS70u97E>RfhlSNSDsG3{U5f?gl+4s4Y0uf#?CBdg450nmH4E@E#_=p-rm-|wAN>q) ze!|>-EjT}UZRe@NA6QQrL=KY;r5t0FmkZeElDB^l{hrqG%r(Bu4zC>6QuvQgnBdM^ zBK|i)bAVrT+z7C2^cu{weeztPS|BnWIs&|pYW9n6L;)A;kXaWYfQ-J2i{yMHgeR1_ z0>pELI4E1MlX_C#sPn!<;v}@a_YODAQWQ+#wevO-P>C6sc4(M#cA3BNi!H<(s3)W~ zDG^=68A(b0Q)kuu++nOi0M}-WXNP+?g;SMa+B8=!ufkZNIdx^#%r`9Y=H%}Fv{`k{+Xkfp$-=Wt=gh~1m8r->XVrb1GcGg$` zxE!W)lZ^YECLh*gn1=-mI9d7=c{{O@fry8szpC8;rzReN=4Cs)!JqOx{og`49RprZ z99eILNt@!_->Y4Db!Y!VbibBEw;ApS9X15U2bi=WWuh z#dZ3$0QI_})9fV<0!Yxz67L7L5j)zaiUzaxy&R_`wwgZ;T#>PB0AYt6jTvx87>B=X z_VyCK4{buXa}^~v0h70JQNV@N&lw+ln7h=({F4=-2hdJVQTCZJS*BeAPsJ5~!!AbP z)oU^s5%=)9z8v-3gizh;r1rYlW2L&R;#1mc2k*-{0;)bA1*g59^Hs20@{Pz|w=lQ! z6?GHy_1=jDJb4=T`lCiv&m{?1EDnN_Bh_=c~xIjaSG^BY%$6rR~rh|4b(j@R}T z)>g_d?CbrLoS6e(6>k*~eKI^Opx|3epG}okSL%%z63Wrb-HdmWNY)%E6h_28--%aO zCYa=h2+icOEFAL_PPXIE?Wd$XVRMe3`Qi9+i!=KoId^EA|?BNxhg1iq8#;GYLq9(Dk~rLElt~ChtkB=FXXcX*yc`&LP|eJ z{k2;-p6r#S)1ODrl-zIiigJ&OvUXb;nTy_L8O+{QFuzIMFpX!bPc`S7LN;eN%!Cm$ zMPKcFtOYEC`)(DA&VuPG1ybN$8avq43P|AA!l;q=v*X@V=yDtuR-5=`s{iT5@7z9L zi}h({m0^i{*x@g8VVfVVY&<>dTv482+kUa7eP2>#=3@nub#ha;acwh-I+1k%^yIf7 zd${PU_-EonCq;<3ig}sf67Ux}yd(9w*h$1Ac>&XCH|Ol*|?93#%o>C$5pdZEWBYxtAcd^D{LNs z7&vP--n$valgUrH9!1q~w?Tj%mTubZ1XnCGygo33{^HMplzZe00s)An=6$j||FS}+ z*AxGtk($%LduNlEyM2gC5nLu8b?5Mw)z5T4@WodnF5FN6FPXVmnIsJxSW2M8u2cM2 z%a*PG$^+dBnqH9;T=seR_(j3H#BNLZ_(!4#uiZom3sc%dgUIKR26erCb(d!PS0U29-!!?C#`Z-GU*__U24gB=akvXZ zHwMakmq{Lyok%iTxAhpX@y_L1RY?C2Q!dAc)uu?Rx)tQdbwscA57$3$3aMLW5g$sX z8a_CYV?GSkn65jI{`~n)?zu;l=;iUQ*~P1M&sE8;X?`R4Oc!L~N)BXOl${Ba){hyLaGsjo2#mM*WZv?MTcNz?`{H&fX zyAB|%?#XbpW#_f-T^Q`FX(X}^f9YGvrB+(+Xier@`zzilLYlDBkU3Z|IHdce)Z?UZ zXmL#zauN9!cj?>nZ%&6mc177)%zJWj$SGo%X7}kXZt!2zmeZf+$vO4j30j7sqttqT z>s^iwFWk)PQ+${hoU%ydBWS5}-ja%CuvjJ_!1JIk?11j&+=0$dX}3bdm`Up*b8U5w zBUOfpAi>Yc9#C`0HnGVwf00r?47WE2^m=|bx}!}E5Fls-+Yif#MWE#{S~Li9;kg=) zpeqjo&1=^_m+cQ)ka3Nx7uW>m=hd#!JUQ)vn__Y-3ZMcq*lfc&c~K!hz#mGE3d ztz+*IHyk}0{tq4gxDse2baS!QWuBhk2BfFGZaG!Hkn7t!w^FA|>COeU~} zsJMhvUOXDuy}vd4q1sx9$}!k|KY1p<^;N3;O)_>UPjNJ~+U`qbDL2*pFRoVzop-MY zsEu^agsYhIt13#lzH*%n=Ty1xFc+hH-DSv!x9i-UDaYM8`kPW#Wfy7QoL7hIruD1=ja4!Wsj|61G7Fg{k z5AA_zee$hf7BMtY3-J0^8u%M%WC1DlYNV!77qJzQJ6VtXlcJa&h7fC&%(qb$YD;WW zq>vD8l`p4H7_mi)R32q0_Isn}RsYKL-R4O6=#|xx|8EQYNys-^ZmlNM5kKA+&*nYq zUCQHE)Knh*{8~3_sn8LiyQ#!=9XF@s!ArKj9%X*J=Z7NSK}vj4{vo@H`n&T>QFXZ4|n_-`yNq{<-o2yiKXGRBY9};*z#2340jds zIwvT48sSl~*>?@=mKBoHdu6Z!Dz&|6oC4v-y6vBcIH3ULKpz>a6QduAJk?q4l%?W_ zia-;9;wfFEq2`gUL2?0vd~Y{;=Z9bm<*WO*^96B-2VmygrQmixB zx?79e^Pa{f4b!$y(6sj>GWt;k`=@smlSOHUjVnmY$kI@@1@1w;YowH%wf1$~(!|{8 zu<&^KpP}lWFKZriO4fLwZJQ^2?$YVc?+#r?v0@(_yaWsiNq;4HXVuoyKfsbc-V+aJ z7z_D_clz&O^)L7C7ChU+{uBM8dul7Ca1dF?DF!fQ*K#4(`Bph=Bsib%D{kN($cTiM zN{x?A-}4eWyGpj`rU|IF>DD7$*vgs4DYMFhs)ua8gYU9lS{@Z2vH+3ooAwN;A2R=~ zj{ZB#{UrR`ytoF&RHJRFE0Vt0J5ZrYNRwV;N|h`T@!x^(U-0g_>pn=Z-WG6Fm`=*$ zen9gjqS2@8%=~4$BJpS9_df>!X4dfrH#r$U+doCb^DzMTW!d#X{m0{fU5j56tNi-{ z{hIhq*z1K=asKT8(>L{RN%XJjpQqzy%CPezwg34y{@b7NA_K~U8Ow!I<3GJXM(Xur zsnBbC|G)m^e?Jz!=eN(hO-()RKYrd`zf_tCp%oiyyX|5VfeR)Ke<(}{_J0-=vfLKXd=UeAB|&R^pK_Z@Rrl%U{0z2N_UG5+yc z{ri9ZfAqz8?GRiB^r$y}zX3}&MP1$GL=k73Poe=dP6-y))*SY?gp1($6KUcuT(8?G z9zZ{x2$&+zFwDE3=~tK!Wfnz^xYR%N0y1M3@M(lc`+z7f;9&nFx%Q9AW3LbQS*ya^ z5o}Fkx^78vaCtPf`|;36U=FZ$8%lt$On5LfgPOS)T*QnQyIR*(f%qc6nC|na+?~IJ z6cBW5FPA(C4Sk(8YC8@8^hv1j$yw~yQROu}8&&{&Azk9uV&UpYxR;Tyc`+}!qK>H& zPp^R)%B`wDma2+uwt*r6`VRko69(Z5q?T}SHSh+01t33?qgTcq_#;i8n8|}%HU?n* zD*&)G+>0&&XPkaOiez=`Q>Z4+=Zae8Jmj^wb)uXUq-saqy4Ke3{VLQ3hB2!PoAR zWOQ|MJ&1fT;c3e~5>``LnQ+S}(P9f^?KY$Df%0$H$fL8b4GMxO0!)dfG>HU??cj02LP{%$EoDj4uc1ND(^O}sk+X%?{{dUR}{7{i| ztXKglMt{=9olx`x{U;OZeRk+kVOu_LqG*C0>JQ7s24vAE-=M|4S@R=QVqYr(*@ZrP zGP6HgwTb61lbmNZs_nMQ3=KfZBQ9Q-5+m0Ak32vr=%J@oWcuk#2Ce<`xRn-huQXh5$Ml(CX?wY&t&(9KYUg)`bdv5?)sz0ZY8&sNL=Ew9Zgy=FI;!IL|AVBId z?_|F%@ZAVVs>F9^y^&h#H@bEdbvRrkKPVD zt<*dJvBZQ2yU%o{9p*U!PYNN<({z7FZFNW$>>P-o6KQ8<36{7f&yDl!m8Z329JF&) zt55TJt%;gaCsKp`s$p=$y8)lLCfz{K;xd1f;AoJ0ktz#jeDYFz5Hfjo*m~uoyeHSt?-P!n6AzO>;nESVTlaz*C>9BG|DM>kA5MAOjcSWPH~HGvGrt zb29!Adjtl^(YKUYyCQpHKLWu6Pnce83)yggHF2q1l8?;wK<%v6s9lW}5OyoDWFj(^fH2a|{zzHC zMnJfP+V3Jfq%cJ^5EHTAu9Y^@;{$c0ySfDHyXG-qNX&*WShF$DEb5>p)KU8ivrz{= zDS(AbQ6A>?`O9%;X*zU37nHA24V5V40o#7CgjM%>yUu<$)%PLCg8WH%8Rc{_LI)F#xO6{Xo6t&Yruzb8Nbv3P@m<*r@eCA2A4D@Wao*6KBqtm86xXi{z*a|) zLTx*2wrz5W?&p zj9n8I=;KlVIE6W&Y#nVLM*c!<_;G*x)qm&BoweR3+1Vq5xsyPrA3 zDFAISk>5&_E>*wuFk3J?-It9}_ejN9J? zqA6K=Bs3R9HtqH!6lUAkh5xnug#P+h-rKO*Vi7=BV3y{29$G|C+Z+~%j~xk?ZEc~2!MxxQtxU&~_YP2GN^GN1gz zt*={O$l@isHUZx)&1_iQen_)*ioM>&hj8#k9znbmn9+Tj9e&Cvl?J>=PNPg7OP%ii zqX9Oxf=8g6g8;$pD5s2@EaKSc2ZvM_jp!Z+HP-`cE?>_Dv%D)(+o;>ugQ!!4XP`z} zx25D7Kz*tfIbuL$eaEI!{yCW6BJS%aJf~cY#_~0Vy2z}xvksu z5Q<_C2uDA3^*?5k+{Q4RSO<#I6LP+#1T6^!iPl=67eUVn>8^a&1mvz|4BWRJ$m59| z-nf%Ihtr7$E)cmoAnOb+*5$U2A}%=YgI@NRH%K6bDiI`!ixk4}j-e*@J=5==L(=4R zs*n5F5r8|a81BBEf32UFs^_qiv7v=1EdkZp-eqGw3jPB_-RWaRKJ9r>42?Pl=^1%^!uUB37Iq>2n*f^UdOC_(zg3~-4h4GD z+8pB!x&Pw@@JsGqXPXOupnS5Ig_&8dK84V2K7^4xMQ7?#5;llct4zACU7paX;af$r zGBZRKzh~(dho6D*5O=Ek*n=T zSo=AfQSjl-(0*hGA(ANJ+ZmuvXHV-Aw6P=e&Q;udcF(r)B#wh?IAl*F@=MgJRtsu1 zSqR`V7e79C)^e}CY17MxMZ=m9=q^^-7=$XxRLuUH*@~-q7SQ=AgV+J7NSa018zmA? zl5?_o_bup^e`UA@Qr(5^q^}&NkfYrVz7JZyOFxajMeTH&P9$R?Rj(Sv>K^W!yBC3u zWC?=&ntbgPYp)>_qw-GtxZ6b5nB<({(ZW7WliaEhgU9e^mP+uK)^VS@C{c!U0~k^$ zNR+{XOTz9n)^k}&&Cu@{l-W?x8*qnbbC~c;tfU-T2mqaT-+6;UB3_#hMm*C!Nn|t7 zOpzdgIeS#1lt@Pz9@D6|^U;vITxa`+x()|H8&xM&O*UAJ>( zHUp{`Cm$LG3rD(eAfI?c&96Zh?tY8vtPtdmzc0e+{I1U*806$!uD>iLNhu~D`grS4+w7qZk1OlVh^V&TvqG0! z&1(w-pWQ$Lck7-9U8BfeExi&?Q0s7BM&1XKz}TI!XU){#vpRF6SD+zKb@k}fvUNf7 zcxK}aA`gb|qV5ND)~v2!-;KSWO1EUoMSmj8*>e{EdEb4R6kY~(qWNhih z0#Zz7Sv}hZgr#mi`-C$`J~8btXs9ihIb2!}^b`iK;?)SEnwfxBy%IkFB4r)Y_wEX1 z6X{|~)iPh}OO)>9DJ#G^H#SSD*H!wAYL2!AeODd5Ra}samhpyiblQ<687{vk>RaW# zilUWD%2^%x+I9Vwb%Af8ln_i^-#+lbIT=uVFYu>I#kbAp-q^JomBbiMZTcAYfY^VM zNa+HV|)AI`y(FwVCxUckP%K&xY+%O1(?zGmIT-dlx zLA8}0lt*oT{Xvklh8nZAq{sRsXWD@J+Hp^7rMuQN54j*MkfT z^|tN?xB+UXbk_lYE*Os8*xR$h8wtS~C!QN;kAuUZ2t7!~RlO1Se9#csC?Kh8be55&dW1X_HP6yLRSC5%usbNuR2SRK#330iAZ^T@iXztlJ3 z3WBxNL$4{4fP$lll7X@qsy>pNN9wXO)zG23rM@YYINDu~TU{u7KTfP%mat05($PNdI?MG6 zWZy)>G^s%OGg&B=0!ZSIo3nn~jWb3RwoGh?tOc_90S2h97U&xfX&aY|aa)@N%jCaH zOR>c^uYpmnRX{OM)OUPc6%5;|A%a<|8bmz+xhkt0o)6^y#32tx(ZgimeN*2=+R!>3 zlRLQVjvP{Arx5q;Bl8=!MuqDq6S5)x1jW$Ir3%3{8-p3O-S^^QlgE?=kQ0D-JD0Zl^xX1$BRdkavd_pf(*}NzQEGtwjTt|(~uS~qcyCmOu^2l9-qJW(p zHu>_C7IvgpDr|xWEKg5}Kr38mhmuR6*lKYep#~~6F840-tA#4Ta?jxzq5(a+=2vt# zl1TM~!{WiL2K1;c9U2EhcOn_8Ejxc4ly|edLsSvKzMoLUPN#7pHa{ zkT61+DP!InapWpSaQ3joZxv%64rUxdY&?1rB`*jwPUPyo6mG7CK!^9|&Mtc>;VL&- zPl2v9^b$Fr1LWQW9MZ4abLZ>M(H{(jdyJx(af#C=yBU~$5^pCb)!vPpKa#h=5HNnv zU;SdnlT3OXS6vKN$B(E4tZR<8rt8=8K$r+1MM_X5G-)9}n_Dm#>l{Eg&R;h!7H z80TqM?8YKB&MGU&Z9T1A5F!zP{>bkv8@0j)j|v-9Uu7yh<+M2O=+>pav7xQ_otq;1 z+gR`at|z#CZBQ}{W3dXf9~Geegs*nT5^#qkuWIeA9B{pDl1pGui!xleUMYQCYlivgl*b?JonUPRHSYEM3WOY~TD4gcg1=6mac?EEY&h9}?{wCZ+P43*E( zwstdw`C=?#``HxMrHnU42a#y^^YG;zb&OPNj2qWm3;^IzTM}$N(YJu+Y)>C@viVT* zh3HRy91alW-ds+LpK3P_<#?Ch_c~VQ8+HL%w^SToLg?o)({^dWl@VE;pp6z-&>zD0O?J9W4-Lv+ske&hnUBt*n6q3vK;^}@E2{> zBtC!|4iplfhf}#95lW7RkxgK>>;n^NeMxd@qViu0s(Ov&yVOKx<{rI=&6b2=zocxk zaGx)rlrFF1R-m(jlnTNM%oT4)`|_Mu&1DbS28)`U<#LBB^sZN{-D8(okZGFW-a{?c ze*4q0m_hr^Q3c@X{!G!Gt>JKdJ^Q}x%q@m*WtrSHBm{ovFi$mWC;h1>%3XRJD+p3( zrsJyIs#SLp;Znz|e#>9^uoGtnEFB(P+NP|PjkSOTm*nR%8z$rAtvROI)L@SqkYFBt zT1f8o2i*5RPAGi79EhYnUNJ@HQY9V_>es7WF@DOs^6kmZR^Lpl_Q)HZ&tX}RZ>ZnX zULu`_lckjxU?iKkmO9T8HE3angs}nHSLijZtMhT&W#H48yGLn&-OmYQYwSu*%>$g8|wq*ue^sr?&k+BYHk80WXV+sCD5DH6JUy?P9JWauRt1>I`#Oc`* zXGrn#vcoRx2}Hjs^yBF+#CM$O#9wmbjP}CaG!)8=QN3atgQ#L+=M}~R4$W-d1}n{N zQ+nN6pdLiWa-zaiB!KRy`X+|HJX5SkKtwQIZBG@mCvxu%XUQ5<{6gKHMW4N|;&IWI zd5YSr^07h3_}&jdrMy@J!a)-M7tJ^LrHy0?Hb{X1%()fc}mN***wpSB59KaGg>d0IrlgKwKA3sfCTnSof7eT*($C?2JTJdhal8( zK-!z#*>7W(r%x);mpxG6 zxT@D%m0Ohu@(urk3SBnb6MG0oE|b>$xyklbP{Sxp+7GI@a*}JM=&HHmG()6lqfn&r zHTF)36WuyN*evUbr^I%2Hfpn#%|imIgf5N0aW!|}3kgBvwKG|``klrD;|w|Xw-(?~ zn%+uVJ4kbQDphS(pVuN)aI!9OeXY|ZcJNi~wx>+Ps~xMH8y{G>+(m#IG=3XmLZJ8e z=`W|blW9NW>as1d1Db!K@>t43rTD0Ii~$ulEir&dj5OvsC|xa$`aSEEy=C> z7ux6qtgEsTh<)!9TF#hsooh6#nZZY$RioN7jy};h$GCYlk|@l-e$kMvD-NuNYnhOXM0xu+|fu#)3Ia73K)B#{L zuQvID!$}TKhc@YlMxjkJ{ex5@jhek1>K3wgRF*hjIQc#N$@)h4IdYGb2$Pd$Z)9HC zAc!XvCUN8jBv!PKi;Uz#xpsnsmG1|{*m58YKSyv}kBVd_Bm?jwwbYC4eSJW>^8M(C zLS%h;pIG@fkrviS=#_S_86$1hUIvPSz%XB|-LtqSz7mFRHY8b|`69O!zfpjU*dGez zqHHR1`mReRLG!yrolI+3a}Y3!3oQwmk_Fe_FL)nWCCZdf$X2H3u&&~Yb8Qgyu}hZL za?Bv&0q7k1_e^2AEW3$aR=}S886-o+V>LneN!jNbUzPkz<>*BaDo)^9L%nc6m0cOOpA94i(`GuZ5jYo{!ps4`Yth z^D(44aE91Hd(mGu87NKL>!Uvxv;FnqLS*ow-d?1TR9f_?7Wl}5Q1swi&}9(Hi<@bW zdWJCLrFX5)vtNq}7emVrJjF6Fa$pH&V2Y;${Bkrf_rho=0F$^s`)mYY@Hqi;foXsb zSo8wEw&_u7Yzwl>-WShgh>)w;VAQDUYkA0&@;>1&|J4L?&6t;6QCVXN>EDxaI?@yt zEbwb1l!Z0y14xV#0zdu*41GJN=*MgO!oHYmywm?iA_Ml-S=HsdIjQsA2iQ}Ug{P`& zsX*e2%s>LQs7qP9KS$IM{T8!&^~Uha%)<^Y$Q$9As6m}Y(iTFP-=d@sRA|^Mf`{o* z*duXTm7SmRqm8dA&WZx92bl#oiax{1+4L8onzCFh}DN~^>dVKB_ z->oM)jHe!+$D7k=w-S=%zC5S{USi31$B!K}Ph+dfMVG!kkBTFN(4mQPiGr0i`GJW4j7m~Vwr;)#?)_-jZ$CPQL+Cj*+H!|M#U#5v2DAT*<9`&6lRll{6~J}tv;u6 zfo?T^mO~iDqeeXV7|j0|B(Y5z4~5_OY(wxI{#T=Gx@~k6C#28eIa`u*;$+fQ0S&y& z-X^g{De9Cp1^gCq(lcCx@`s;~aY+$Z*&oc_4~hhXJnUo@iT8mFbc@No9^V{A#4pk^ zbfS>MkCO)wX8B2u*R%M`3F#-@^|l6YN~wo%dIti4MplwC;XMO@o@PuxyFjGLS1(7N z_6*r!4GP`!(U_GBXbAR<@wU4eSzPf^01hJP2!ScF15__pJ<+?0S)q1ZRc#vD6OCYu z;H6-_IV`*Tl|i5!OZC?CaK#_J%3K1p+`YV%hR0&}K`kHqq2^an@LOR5Yks6U!nP+$ z4)$U{EBHZ-dl#q2xlKOa%Pd$ukW9=de@RA-)LwnJj4Y|&EAJtE@wu5C{D!bDRL$Ij z#o>itQ1Y+-;$)Ryx4ALWa=vj~UXlpIX6ZEPAT1ZWZ8^<|*vultnfccpM7AX3I*!5| zvvnX^*2ouxBXHH+R9~)m^$WUymRubP1yw+Wd;w|ziUQf0D^~pWye0XzigD(dMYNxK ziyrh3k*5<9H##tOpW!UDg+~pC!Vw*F&I_Rq>~+^(07NV@9&WWs505f*{k5c!D7mV= z9BY;@*bc4)$9x_#t2;J#&bK`uQpO3QAw_fgp`ic_uz&~i>#9g51iAk9eB-v%0s3$n zi^)ED`vxP94(sW=9kNNx0KzZN$*&46gbR4qLWd)WBav2ax+kTxlEApt3;nWu;oDm#Ya!H3%;n1=vv(8F}4k;(8s&A6R`m8pbk zjRCEZ)xdiA`1xQI6Z}H{N(LT_4!VdxGZ%cKN(U)_nR4?A5_t0}x4R35?=-gMNutGq zdp^$yL9stJqr8l`xwi@I0b7!7G2&O3qFCgv7rqaRfqiHxfZH8}0jJS97x&M%P#x2B z({8j#i&=egS<+*#v~Pcr_I**y=bL*tsDlh0dqiE>e*YNo1*S-0?|Jk>Y&9*_p7=99 zc|DH`!}%J&0t|+h3xNuWTJF9AEbC|Fh)qB74?}&RPp)cR4%uAdBH@ENne$ zU`f|Uk%NC~4-IXR$qaH%;SBg?TYeCW3(Trg5Rd#zPQ+O3hJwH0iH=GY`(j1-~kbPLep9m-XDGg!! zaJOcdp(NSqjfeY+vO3}*4tch{HrJ_VyWnQ7zY*P;2WLm}CTZrJ5uF#2X{ER|#@bSc zgPo9MEf!6(!(8M|z3`OB26A$H{@v3lv7(pb0ovZ6~T6*2ZW1`-EnkpQGY;T?+ZFYt&!yJ}XzBo7Yja{nNs=k9R& zjoWEYU~Z9ix=}qjT8RU$Sf@ZyjpbYoN;=>j(S4I5ckMsQ6uZh>dwGST2+5WW4)PC0v~U^cU2EhF!2Q}l zQS^9b#oLZwIka)zv(_x_Ze$z^>QLz$^K`;7;UJu{E8#Zt`wiGEnTJ=26SsBWw=a6R z*$;<63Qdex-kyK=%Xz;ULKyvgR*6DFZfkd56LYx?@~*!q2H&lU!fZLDfjhny434b- z_{Du(eNpgh<79sFtFHTSG>Yo>Bj%lX^d>p{Z|qhteB#AgZ4V;nSTP_t^R%`eKYBC| zV2-8-<9x>4aZb*BY9BP#2gH)b0IX?j@o%xs$UW^M%~zE-rB9+Lq5Q;ou~%Br>z3^~ zC$1I@RS4G5&|fh!=`~|aVk}K|Cm8@AT4#Jr`d@g#%o5)eUf1~qihC0-!IcGNshL^s zhK9Y)yAt^7;paIJvhKZen*@Y5Hw%)4Hxk|{#!waZxmjJ0zsre9o0(UG2lP~oYi*h; z7^~c;B)C%p*1%HDicLfPUyQwFSe4zn{;h(F(%k|gEe+BjEg>o0DV@^Y4N@YFAfSSD z3d~7&cXxN^1l}>9z1Ci9?f=^A-JduP51t2@_qfNn#&wNa)s{w}xo%Lr}+gBh!6 zo^^r~AiqliWU#Y}U2|_7KO51v9n4$bfIuHp~HtKnujRie|yDENPm3F*f z*Y4MfZbu{0KPP?DivpbU?y0x)L?@>Ev*-I+VUnJskpw;p6kF%03@XAO-nI-3{@D>L zA1KXyeO!OsN7EOKn`lyYAKLI93M?tj&Q_Y1Z%$brD~@EvnjYGWJa=m?sS?H!8@rs3 zU@Kx4Mv5e4Z}$W$20YiX1J*eC44kp-YvP4i?R1k?|e#>?V1Dn3S zDM0tJ7P=pbE&{|EXNyBP9u8Zj5(cS#E9N=?aaEwe#fR%~k(R7sxXuE^i%}@o!EV3x z+4_ibJ`T^qq?Kz}it-{u&AZ~amf^hnDSbKYtV0^?xfBd{Y6Cv={60o6 zB18vnJw`@x<~^-6Z@)}|yW7-!EfwAqXQHzOC!Y~E*94~nGcD^kztb#vxn9SdWmcLX z38nMsPC##cP0Tx6v1KzMOP9v!nMz0bxAQV>Goy5lwJL*@APIM_ifuhhIC$P2m-f1dqn0ognj z>a;UXcpWh(MFCsk+BpKH>s*+YORkRXWtx3E;W`Lbsy14L$H+p~+$l(*I7woimki)} zL+^H=y?EPPM&Kqe?F!nG;2e1=s@YHAf2tWfdbzw1W-1gG8^f+_Oa5#Zy!DNw~7P+|R& z!D8S)Rb!viA29ADMemr1VU|W%D9xjI@r%L^0E38e9&pUkQb`Ym2*C_af|xyEOm8_bF#hIQ8)(*EVdnT*IYz?iT;V0o zT2bkkN;o-eb#6v#2;sS9IT3QyX=+F?SlJd2_7fqA;ye7rz7{B-d>0UW@M&N9I;CnzIhre^|59tmMT-f2 z@N-)B=4ZkMj^bWen1<#G<*r2&RKMCwE1&flj@V39y)ExdINt}nnpwS(&#ZZz`RaaE zwgW3uamoZoGbM*dDP&Sffn*6{U+&ZR6EI14B=5_F8>?@-shy%K=P?xAepF*^O~Fdk zrJePlU}p+W7p3*y=uK80i7e0gc(~Z~rq2h~;Zxz|PWB|ulR5KxG~a5JYr(Tz9xM6! zXbq~mg0JVz_Bc11vKZe}@VqoeqwTXN``ht+`OH5eavjWk5tLn*44+{B%^rZI89bMj zq~n}?1zzrw_=lVth;X{_O*$M8#)LupxJU42*XS#Mh%v-$vC(fGa3eSv85zO0SDWkq zWa{P^8^;{|SeyA$Hl25jKKS~qhZ(~LCp1>W9DkC+8!i?t?H3_De&rob0u8|TEYc8h3Z6S`&-Da+UYkC3LR}0f?rjm$m zrBcqC<)g}ecm2)P@k&hp{`SNxHaZ&ZB$wH%OWU!J6E4dwoJRc0taaK3&K8xM_{Xmy z2BNTZyXI%kPPZW4Vo!&Z!k})XI9l%y_U*NF>If!N1BVONTe)xDtDFT;;xM9yd%XeJ z{W=%4G`q3&kCFo-nh?y6`0{p^^(2k0Mc&!CwBX%O7mCIrejK{dYOSi)Oj@Ob&=PX* zB+?U|v;KnPe5AmaS$v@)m^-HTh0R&4YyC(}?~Rktp$;6@(;SY2!cR4#-gvJ>`!0qO zYw%E|*j9O=kwF}}+TfDccfm#v)z5&fa{>0gDT8voW;Av$o87dR1wKG&V*F_Ua*bHQ~5RdfSAZG9k9&sob1>COhW z>i2tl5O}S1on<)jjrPGQ@kI@c48;mt$qy8$G=AWy5nTwl6spd-sOt(>nD&@bI=9vh z5`OB_gU%m1K6^ZDtDE{UFRCkZ%IEF=Wv$x8YW3;8?fzsfZA0RY+1-Jq?N>4qfjM4M z4#S!YMaQ8U*Mr?%mI&QHE%kSc%#M=1I)>-GygseEX?oFb%xnnt(=%$Xdmb~Va;>_2 z=HRUUTBxKL*UW@%{|c*BmiY@oZkN+}(~;V;OTKQLue?$G6@UY< zG$I)8)1OTSwB~R-K?8H>jrfmZ4V80HjU*QOn9G3PV57+7(-*E;yB0m4&qZ8Mysphz?=XWN@pi5H&N#H(#>G(E@1OZi+EJ|b)M6+UYL z&`t#TWF(_u1VT*BGUG6V#7Y^+u`I#%=kxP(rVbQk8hb?6?yT<#>mFB~l7fcuXImb@ zt7^x~%6dV^nP-<&31nTCNP<#3nd}4nBX*-BfU9X7!*Be$OEEBadlTa->F7i5H4B~K zVuH$zKUU(=INZca=**e!eZ8gh8uiF(^-k!)1j9W^F+`9{HCO1QOWu1Jz)+#g4CrTU zFG8fKOOm;kZu0iBZh;#>T;uL1`sNB7df>REQ_ck%lmz@|N zSPo(-|B$o2;a_$Q7fW0c1e9;EccT=SzLeJ29tRB{6Cd?D3d8w<&gWF?F%T9vL>ZXK zVGm4)&ai{XB$#ad`!a1{=J(6bOin!9-+Ik0E!j_v8p#>I5oiLie>%DmJ|Q>f%Tfj= z8@aL%x}Ff`=HLWd4o0%8u;3vVaq@8BC(8~UJ>o0CxB+0LAW?ej==jiidC@j+aCA)ffQhrY*t*A|-+)zz@3BxP7)zBYbK zDcwM9Q_}_v^jiKfG6ZQWtgmx@*u>PaYxE?F z&|==h+;0jd2ebESmdxQ7onb!49Tt3!rlxHlWZ)1H_KNp#KWjbBv42acctml-!6=&4 zZfoFfcc4(u8DDG*)Fa>2JTOt!wgg^5rKTnE;$g>0P!14;O>Y<^g-acCe{OryVUNf2 zq&~0$s23lqdfpIAO<(vH;?-XtkEGrRJuaaqh&wIzJi>Rg(^%xo8hCvQ`obv(UI!k> z7B0BrH?!RBXB$-B(Z6!g4~7@+Zx>PlU#HLRBkh77mh^SQXFTixg-5 zGZorjaE?j{1Z!c0_6LPldR2$)gM6u1Yo9tf-pFI$TQ)~x~+YV6YVu%54laEKg! zW4vyBDyTn+8~J+h0^e|{eRrxn0*`D(BDHs4b6YLc9^q<()T9R>>GgM{cWPE*ZU$y+ zX$v*d+E^=#vS|}CUtNAa2kCAf-P&G%I&6BXWrEKZ8$2mI-YJ&qhaz*IucRviDIPpd ztngZsgzYF}(uROnuKSzvM;jDsbNx-G38_nAfY#=-Uf_E1%d?cJxe|I`xBviquZRXS3pT(tPBITcZ)<( zecw#lA;M+Jj=(XL#TMfi@fzB?4BgDlLCeer3TXCzlpT1T(hDF-Dyv8O)f3xKFAguj zEq1yeJ3VHf-1PzbyQ=$R9KM7|CdL7}DQ_X>V%U;y7I4S09@x$s+W34lXqsUth@iPg zM&m=7l{rl&mF#J#HZNZy_#<5r!+yl;(qWS$ZSZSJFpCq~V?H;W&ai^ccQNy3`#rI0 z@*^|MCJdYLanY5mqalyu!)sySu&EpCA z4H8tCq67_u%6F^q!v&t!2YDYnRGdjqCaGK%y@x*%an=KDri$B_{h!ZSyAk#f8EDOS z%*t90W-Uol>UCoUg3l5FVu}Wwb!?pLALM^n@?ou zu_VRuYkT7}+2aNz=3{H9#!~jtAS`%P?HjCT@>Ri+46TqpA+WB1pQiq!@zOsXvGZk} zUh*!3IK?ru{pEOw)M3{juUP)m;ExSw_oA%DocAO-@=$Bo<=qUD1nODw^Sje;mPvPz~k-Rg0N*XPYM?6;6YI!2aCvaXog( zXWI1HE1cwyhPr+nKltL5XobFGgI`9NM@;C2l_G{hKAZeXhFpLi-aDCvOy^*1_d~t# z$uQ)+#eUceBev^--U(92UeEI~Q}ndYEmC$ep^;%t@Ty+&fUPvtJ5 z3n?&N>JG6MZ=OG_f3$ZP_*z-F7eC|Eu+;jukQemC{Hr%{p`JbX_fo5p!$bKmG2pM- zvcgYgzJwRRj9`Z8!f^?r4PP2OK7qpt=QK=cQ7@CAFcUtF0E7-jmS>WWV;-$;7Zg|B z`J5H#P0{#}AWP<4?C9P9!6;g+X?dITcqmlZ=PJp^oH)kCAzq~L(;|1}rnKSC&>sJocA?Bi_G>%pH}kiO>$pcmi-A-d4u8B6y1;2O-a!my~1Mgz7Q>}2;-Y0mWs%8 zy&VU2y?bYGhSS)(=(6Y8xV3&iCc~hc*pCMmrlu6Khv)jZFRlHUn7rsg z?`Ig))lJ?(+;IJYdq$ilBvEXntgHCuYEoV^7sCak0SbH1ZhkHK9_lA**(PVld)DqV zg7$dmJi6}Ux?|C|@WqS21hA6B4WIHwW5Ncxg+G4=NWwZeqs&b}-v%?=u~1 zC`Tr7AUX+7!drKKh{`ls8(is_^!40L=J!}$wdz-$flkt5o~%s5nuE!-TegXUYMxV% zi)ikR*f83kJq$sPYB;LLJAXo|^uF!oq~e)A8MbL)+GkT=ztvi}{z6L5M$zGgzrRS} zgH0{_Szlb9YhGzjT=79n633O(6~#}by&Ty$WeSw;6;`!=rB83hW!~MSioFn%@VX{u z8ekF}dtHp-U2(ti<(-bBJ7aBa^F0wLz7)D! z{=##WKgM85p#l-~)qpz;s~i0?XfeQtBJ(=ru~P!J(MvfNjOB_zfNpO&)^rW-_My=4 zUu==b@+`B_o8>?K3?P6xp*J{V_uFy12iE`yZm#m7(F6PsUIzJDa z4O~g?H5S42r!&K_`GQ9JGrZ%4!MIN=QsQ`1^BA26A^gcZywtM6Bp%vpMwt5UYwyC2 zMyP^!C~z$#k>XLaLti0gtY+Tv+h9B=-Bl=pPv4funCwhx6cZZt)_3+BE_4fgv4nQ5 zzBj-D@O{7{MKK1VvSg;ihtXbTny8cY5( zQ|1IXIUn!DU_I@6k zuFGWKDoXWu2;?U|XW%9JNkNl|kdoRP`ml{5&+tt$teT-LKH@{QIQy+@DaK^_#Iy1iA!YUV7;+!7gTPhqy#6Ja>DtsSoh zkt7x8d3CFK-c@2TIR6i23tx>A>0zi-Lt zLL3GL?^Lj0J-K8XUvl|7a+88c<0CP=_8eU37inHW&9@nbe~Ez_j2?W$3;!5mU^T#8 z3$M$G;=WrEx@)mZ;EYdZ%8m6Q^Pa8n?9-@bhIpPL`kam5qqkLz!+Khw18EWsksUd= zGI-dcZ1?1RLZwD%PenAaRgPJnwix2VLj614(JqZ1vcG!%@;bDF&}H5&UnONxb&J*u z_90&6(0(LpKSBH%;=w-aaJII+iz4PzKGjZ-3P|DzqPlE59pmmfme66BqK}PR(DBOk z1*Z%|%*M0DsamKzB%XBn9Sbg(b3-nLv%CE(mWU-qa`p)VNpqmjbd#YJvWNXjfB68; z(je#2f7}FsJ{s&6A7Dc&MQ^lWV#LB_J@y2&p~Hp2-@Zx847`oVLH^-7<=;E5Md;aO zZ!AUrWvu)VFrBW8OBLVcw>TN+V|3Jnl|}M}EmI%ALgANqTBSW6?jM?n!~{0#C504m z8i6glrc7ce$K6o7uj_YF8heRMlAjYlPP;v7b)?u2I4QvsH*%C7U_YOoOXD;^Kk+Ly z>ZL;G*JjhAS)FB`{K&j>mosZa>C7?~$Lq5D$-JA?!}&1MR%2}~?dGKJFh%p2Pp4I$ z@#^@!jB5e@ojB`g{?9g)>6035ui*(R^)$6F=Ub@@8dVMD&L-N(-rSmK+v>5sJEKunIrviM(3bb7t$Z%CmVllWia!Dvnz|$kXUb z%jH*-uG8F?{rpyGA~Avs+%tTOl-qPTpQ204p~L?xUNd-ggTdqHY#At{p< zUGM;`EATN@x zN9GfKNn~7+#mQBqk=&ZGG-XYX9O<|gT>rG_RYaDpF6AcamaUMo(2Gk!nSrE~UMTlc z#Y6l7oSH)J(8ww<8`1JMQaT{`=^ADj&ku2L8;2Zr^$qc{ z0+4Y;*)U%P*mLYiNfD`Yz(CwgRMZoa<m zS|8@dzmhz!H3+5T^>v){@ON|C@BcP~|GENNAjdO=vbQim!sZa@#RnXqQSRyR#NisP!CGsts_^X% zdZwuQifwP+O$&jM3yRB~{pzDV+z5rs(wPf58+P}IV9nKeF0Kk{L$cN@bwjL?sHWuI znR5m6+H?cm(v~ZJ6hyW#~BIORJ`0Ww-1Fv^7_wp9u%( zMXT>HuaZim0ynw{*rfkjTW0QHZB;P~Ze6_kueDV*4wJc8S(g*J+C#hFHT!(^GJ#+h z#jrn+FHKRQ<^(;vWHEY&w)8D7mXM-Lrc1)$=+*P{1U$VMnh4Bu?H%MVZ zGEj#OeU7M25xj&<^Dyj`%^UKCvJ)Pn`~=`sS<`}G`TPL-(oq-jMsdImVj^;~x@+fx z7!Z39jf0>mXz0j2h;?P64Q%y$h@qvs;`}U3Cyh;{Sq&rOdy!c8xV$V!v)KNKGKD_1?QBmJTPo4fSv{r;Fa zu8LUViDi+F{2ORm-G`IQx%T80hq}P*=h;7Ne@`s%EZe2tEAKj`~CO%tFy?Z83QcqMm9m{6$|L)Ya~QXy6hJ(MW+_h zS>F)kbKAQ)bxS7+8_R1N>2N*{>v0|3}wbE3T0 zwlWp2m>}%q+#U6v?K_BQh9H23$lLDTUoH|(L#2Vdh9t1taaPRlJC)@79*^3OpZvcA zaR3*OVNj0aSMKnfK^XP#;^pD!^7v9I)s>_gj-IKYWo4!!ZZ2xKpFN6V;$1pOG&UMN z(C^sSvcr(Tydh%Pgx0+f&WYv;b4OE8beDp+<=*}2hlI4vz0<_2f4))w$i7w32x z`}5fhl}y&2P>5r?*N0{YeoAI`h=CxkKpZ6#HtwKDlJe^Ot`dsFI{A zo1wQUOgg(zDL!5aNWcE6hj=~CY}uV0;j8W4XR@pqw?d%p@$>unG=mRH(hl`TaEG-| zTjs7^tXwRyYVU_a5xAmLID!cr<{A_)&ne`WqQ;&>T7Nxs)(}psWc=t}{)@*(KTwGG zwLjwlhUBPl(WCdU%Vk?iq|5k+1!;-Q!c)__Qo^79o0h%Il$KaSw8q0*-ADA#tn4)! zQCs&LQpXdRi}prJidw%9Gd3j6)77!5_x-K z&jAXy(lWj`|w16c+S8FiLz2;+nvl}3n4;Ek@0+6qDw z8PxLDoAYm_M+C1~-octBzc?K~#@E(|Tr?cudIO1`&1(;-lbsns3G7^-!@1e)SX=Lt z)bTJsHU`X`)gGUebG7bo+CJ1$K9ni=nJx=3YS7O<_whVJ+0&zHTF8gB$^YQ*kyg{N zW;`mH>=F2-zMCVj$Z~a>?*+l<^8Tsym4r_G+f^bru@h{0c`@K4t)LA|&{Tt?aqW;P z)+WuL*7C~5?GSi(Vy3FS!h(C2(~Sg*|IXbmf0w;&pSN{?(S8)sOV*ny1U1wc4dCz0 z_T%Ho0c$OK(pa`%6Ku%V%vJ zT-HY+{-oi2Qg59d!}T)!e|IMDs9Kk!3l4GcbZvm^Hyhi%c&egBk{pNC?}a8T6Qfyl z@!T8iTKOJI8eB}~ZfMPwx)cp?F1Khgu62ZvosF==sc!)ZIkXI7ZWLDcRitX)A`bl1a4kPmhu6qEt9 zOkQ};+w_{R1jUoZucC>$iZFWDe(Mvm4sH%^t*AwyNxZreE8dVz)1O4e$t^!8u{|fv zsP-{f+x9=%4|tl)5W~~Vu|c$0hxeLIt#8Nui+htJDhde=4Z_S9zbjIvS9KFlnONWV zF^=!0=NCt;eRmpt#ctPGbk5~^xnJsCRwdiwgI8~#M#2}8CFpg7A7@5bTfLQ9mxNUP z`=CLm#09l4K;rBA!cU+Um$I6GKPq-a6gc6YWPDe=p5>t!lcMCEx6 z6@5>lMH5riUM0>4#kXIXDw{cMw!D|pQNzF|VP`8rKFy9`I=&_ja<}|D3qSyz6+dea z&7s2;F%XpQM`1CZtCZ)4np`9dv!=aYmo!Z*AM^!-s2cZE+Pq7Rv1D_GZc1=@4ih)nf|B4K5_%G9gfXIoT{ zG7rRI#|hrYU?#AuiJvTbl9~rOUJ}|lib!=M^AU%6oI5pboQ<<^u6O_#AxsD#y- zUoV1KjT!u;Oa*r2m&qg>_*@huM0$*{e6Y5wj*y>Y)yD74dmQ{$=RYGyFPo9vm&3}d z)#9n5k#ALP+FK?lLDve0MMsyXnPPMpC}(Cgj(WdgIM0CdF{4xJP_hInm6 zXl0vO5&1S%iy5!vzJ=bDruP5EDz})0fRK_mMKxEG91BV40hI}4WZt9l18=i-+&Bd& z^#qvk<@t{S(-jPH_u>7vDdeoJNa+>QK9+7WRraAp&mFA=whw_E&1K<9<)3VUc*cz7 zM$mHnwZ}QFqzhbiZR)h&$=nQQjkgOp!r)?`4l1$N{Z8{no-?z?5jCz5OI_s3rrVKl) z$d|uK%=0>Ji*UYxLyVnxC0AJN3>4b3QvalfsU+8&M6v&ba$KF6lP&GQd;2`VHMX1X zcS`s*?ek;g1gVq=qmc?I1l}Efr-=qxs<>C4yORf1GLFxJ1FnzMYO)UJC@~Nog#9H# z2p`)-%xWd`Vq3b0^Lpj(6gNt8!Xa>IEXkRLCpb$mygoWJvEePDcsn0Rf{Ge+1oZC8 zNx-gru|$JI#^p_R0(wFQlhz%spY1VLgrXDZop^=Ej}MN4Vg0V$N-s3CElM^^w5&Vx znPYn+hV=!Yt(sdFbwDK!?!inn^Q!lwm3iTtM_3KFNO}KFqlC-v>yI9LevFI~@!^p?TWm^8%D$Xylg89l7y;*F<^&-wC zo!M1RHU;6kLfCrkFkeTpJyGOhSMp(Ep{_y9T*}*I2>Gkj9D~93 zRTrzHKAu`T=qF_IPbhhNUMdO+AUvD{SHQJSo3tcd_bvyS{KWRahlB-8--kYvqQ+4@ ziTgnE0fOxqPNhnruL~yMSIzhk^7%jfpc_awz4zTJSxlpuJVA<4L!9#Adm3SF?>S07y2&S%34Ag zvDBe|?tKvHQP$~8TiL*&&=CTM*Xc6fE_-5MEGmX)uLZ>+dpDBkHpU;vk7X*}V-=@L z&w44bd{pBSzdZc?xO(hhm;YCh ze)6CK!yR^+8tdej#NuQSMdG+{^JawK?7Iq@fsG#PgcZ=S8(%^g1D@NE5=SJydK`in z{2dnfs?u=%b@|a8XRVI1S7F)5%~e)ap3z$Kf~hhK(WD<$R%Tqp4tzmRA_)u?aK33z zrzq1iLMa#C)I1y)JpV)S;>Z1AlPXWeew0a`_0^4=ZEitcy+^>^O_d%PdH%HY+L;o% zDHket;@)FoU?=2Y>ynw-F8V4vtgFD^9D}361BqLmsP=m0HBAR_1`n+{t=}BTqI4=c zHs|vLf2Fk#m3Ic@cyVTdydO{}n1vc@?^hUv5;V;2yYYRNoqx`9(cZ;%vfo;7qXJ$1 zt;0SnwyV-%t3Qorgz2?Wb_@iS!O!Ga-Zd`&;Ns<-8@%6l&S{hM6iw|4mF2#B9=mwm04VKyOntiamUy+h|9;SZxiskUk zkZolMu7Q z0AFUU_xY3kibr#==O|#Lyq;GQg4cnPC2{%a@rzyAXwAL?^6T5*QIpd7vGA=q92GA` zF-33Wc(UyDJFvN*JtI5D@yN_a7i<;vczZRX+K6n@&Bq4V?pNQ{y3rlN>JKS(DN2o) ziiUp7Hpo&eB*EG4c1W>gf5F@bX}FFSMDxSkO_$heTUU{>xk%<#WN0OS1g`x+U9f}P z85fk$T6?x!T^r>#0ZpRSiWnvR$Ap{Um}@>Db>0h?wlg*%O{a+dlH;FWt{fh>tVa*w z_K02socmKJ6LA`5-7!S2q$(C{c8`OKoIExkRVXf31#I&zjty_ZAVVHw` z&uF3Ad)k37?#0bmuF360_fW_^CN?_z$iR&Ori{F{Q}R^F%ezgkiIpsY=&rp;LcNl0 zxahL}_U)2@#U`KcoUvDL)qBevIq`${0TRjMT{K#C(dV3|Em{}2wQ4(UA(?r8l(IXz z`FK>d&gW<12Wz_573;jc2-nH|i92|%+HISyo>T;ulNr}ved-is3tMvc_y>()C3E~%=FRNJu1y#BeB5f1EB%<7y?M~2 ziGcUf8Wo)&Fbp>)cAduZDd?SKaN z++2M^bH&hZ`5k0i%A4r7Rl-6#(k7-OU#S@qc6jV71X1T}W2vESt#9yi_H5G=tXU-^qlN1^tgxuq(L5z`iCOU(wmFIzLSe}}|d5R5Z$^eV3lT z`kIFUlnQ*?`ARoRQAeg6eM$!;9aK16Hn`Ol@}$rNNtS{mz8voSFUB_@DY^S2K>fLTIsjT&4sA@tO+_X!TEr1*NdP^%a)dG?|4{ z>94SBf@5hBsZhOFThWEm`NA=`uA?-S^ci2m;y9{I4ad~EHc5RpT!Umy^QW3_}7?!Ub8G{mTj`nf3G5-7$XoU83!g zQA6JGje(gW9)y&vf8f+lxe?umFN5mDYVf0PEOp!gsi9Zi=UREzv9H0kLgi|CGfEb23h|>SAFOurovQLy#x)$K#qsM#GP_YH%#k?% zwl>q5n_tiHXbCBjglCvOR061`x!0*b9qGD;6N&uwAJ0cTxacd1M|$j4n=|dsEb^DR z<%cBb%zuc<&E|&_`~UIx{TnX%-y)wrQ#|rwkJQTfzrxAiV*U_CJVndqeT`!x1%8oV z5sgnlLp!^Nd1~8hC5kIg+8A(-*8vENA$$dB1>OL>Geg-3{=YbH{vE!58xE8oGy2Iv zE-(8f6TmNmWkg2g>bXSDYriHSUlRqdgi1nS5Y+Bg%y#vF{fmmvWhw>t zgC=v^8&W*$N04L42X2N;9&pql+Z(z9*%7gX@Fx%xoEk;Um7=EWmP?C1ch;OvpuG*y zezU<%C3PjkpZ=pE#?J!oFR{p)Y+2T?ew?&D2YQV2JToAVtq-_5WIa4Q+QKeg9eJ?F z#dZi>%#LU~bWyE?aClCHCnzO9t$^~q5U5&V=haY7mjy2u2|6{JX*%V+ugdZQV^;I^ zwKh0nwAPKsAQY=tTlf_%KT}hh^{d=7r7)sH1{$R zyFoKzL47KZqiJmF-*X!Nm&GzBmSu0sQIKpIRq*-|oPBpSyCJAnv65}&`?jNS1>Lx# z=SC0Krbpnc9qM2f;B^@ApZUA~eg*APzp0;-rD*`&O+g9K6XWgGJk-bMCRNbOJ&Amj?)LhOT{IYF zYdH_^Kd$k&obZ6AF|l&|j;nbg z8z5}g=}M;)z>UvHC`K57h4=MOn-r&hEV?V>l&@QqW_O4Q=mXmEM2+ihF9Eu`lqBA_ z`mLdurl38)HN=;<{lL^j_ccdiy?JO zj-OKEW;OH&H*kpBUmf~%QiOc1s(Rz`X$0;CF&)UThNn3r_`t0|a0PPhN;KcH`bpVM z9rUJ-=`O>4n=axe37V!xO#<>|oP0*pj33E1J#z;o?jEb{GM<-Q>YF}0AryxuFHWEY z*B+G_^7wI|-B^o{W7ElnL*ocdn{9hl$c$)#JQq@JkQHq71!#2Ete(i<(fjJKmcv77R&Z*wT; zH$U90@LK0jMS_|o*|rc9+p_QSu*et1ijtjRUVRYlVsaG|0p;7{R$?lWV`__M&KSMW zsWUu!WA|CSFTbF&Q^lFMe$0+g&a!(0Va_Ix@TaAx zANmTdF_=B0B8vZ7|Em2JwS{LFyM$4O#CzR0?<3pSYL}ylLmB8FJu2&h9Psr%U~hy% z|D?&xW$e#5{Q*|ckLzg*2lM+yf+|kiJ0mJ%PQT=yJ@WS@Cr3hpe^Kbc#6VDFboXUB zo^{{(-PN>KJ|L(yz~3=XL-6_@$aud|%YOZ=lnrwE85X&$}hC`HToPyzR9!X2giU&&NQ45@(wMqH$67wDk8+qBZ0b(w)gK35 zoPjzmrF!i0Xr+60s5BD(qZjEw{^lM-w`*^F;z`j0 zh@QDo)_MGt5|M*v5Q1>o53AZ37>I}uh2Q?aU;O^~`4WU$3^~^CRn6c;3bQopuPLOy zvBr5Kdb>F!Nj4VX6@o@OTp$R@!{61g49@St3;aW;d5HX;*tR~FgrK$YrP+9)hQ&mY zPSoq zC=lm5JV%aHQRn=$*!a*|b{67Q_a-3+W$>gV5SN#QdIm$a*q}{?z`sYjUT@NI6AUa= zl=EbzQe_GFc?K?k|83%Uv3B`Z^w#$R`QQfdPqKUus;p;*yJ@)||J&#IU;k)<|HzR1 z7u5jr6H=5}LyQUSZviTT>WnMYDDy3QSV#yv;DC5n#(%jOFwHn8?|qEzbbB_ja|r+N zx^5`a)$YDq+97hZ^RAst8^h29^+|=nAY}uGdR+Tp2$?r` zEjrGeBu}r>^ zmHej6d1w4RaV#cUwd<;&1K5D+Jl3_{w{oXL5sWwq6Kh}zT%=l+7P;-wqy=YK!C@1+ z9#J+_F{iyt!5B{lWHGg^Mi6xBc*+zFY->ckOsX<9lMD>hoHi`r9>TA4NN2$(tvNFA20C z8?#O6-)6+%o^o~(Kf{isAS7L2C%8hI#Ub{8QJ4Og82 ziCkfPcLn$!Z5Xjtoy4h74zZhlRN5{GS|2u9V7x5EdDNsX+D@TetWhq(s8J?X$Jjbg zXH33)Ov(6im*!I+=Y-h`#yQrXrC{Ps)ox7pNL>nqS6$T~LsPB7 zXktO~FMYzGCo4jVfI#EA>9um4x<&CDxOulP@I4mw&%WWurm;|)#QBEQIt`;l*WmQtBSj9nSlp2r;KkHsJJu!%*BF$#2I@QtN91Q z+{@)-Wqy(+`bgUJRK~)p2kYv;gU3+p_8#Nw8Gp~_XeL4ba4<6ToG9^^@QTe)dzf21 zR>Ai3@bEK%c$k(Ak9na=yOQo>!7grU6+VKuO> z)--H3Rq|dAxfFix5c^!9EBYlF^Wqw5O209U{bO`$qSsz~VEO~fW*{0ZIwLeW$|-T3 z7Sz)e2&AMYam9Ska`=bF;6JU*N^Cz^CB~>6zfn99`?YYL3yrpZGNA!=L#mk_KKtyg zYOnqwiymDhY^z)J0;z*`Em#IB!z5Km?{;^!VOhh69ACvlo53WwN0=B*GbiAfh>1p}&~)2)%S7hIoWqV4c6!R$l5Zq;8HM}i(! zLWCyqM@`QwQGKf87I#L)e5C4Ei?6au&N8*d#Fs>iv)-gnyy8@0w^8S6;~dc??A_%^ zx=v3U81jA?%g)!i6cZK>ls-Zg<6p03gvvEu=8PGtOI6q{iLCU;jsWC<-a%AA!@y^* z$nHynO615e-S$(;(veJq$5Hr0zli=kT~YtwkBPF@$|uHfG;5AkrOjVEfX|R$KTS~0 z@4)z91I6}T|qRgYUVL0}s>#d(1}_8zKXun{?C!2`kDQ)QF=d!ysk6E{e= z572<^(fA8=e^n2n9M8toB-t=j zR9?;IHE|;bOl@Fed00}cQ2+k34Kon?RgBp35``d7@pDNQ%gANtT7HFHYc~slPkRhm zu^MZ-&)t;;7_lKT%GfkXoN_1JyH8!|Y(f;3{R zff;fsf=VW+T^u}J@8%fAt$0`%`&IJ6aL5pDL79FQF4li|TYr!ty?T@Tlg#AzSZ?b) z89B%X^jh;D#-;t;lx!fZhUYC zPpdTkX&>!(rFXlnwhhK~;}?tm$P7}=!+9o>PukREeRNf9^pa$Mnb$$CJ$sG`yGm$j zz&e7ugUqDU1LB2CiG=TEc=$J~zMb4=rm`Lnnm9=@lQNf=-tEun`vwU%J_x#X8^%MV$aU`m-{IT<589_F$GSp=R%|{W`m;C!_Kle7zelKet`-eNie61F+qPHo z zM!B6p9h2qcdAd2|PW9|aKXDMGPKYF3BO%aXqB@LlZXmfh+;(W^Ki!OwPNB{@=iQ=L zQBeP`hRb-rx@GK|5Fbs-N3FK}X?v7TT1g|K4rJ7f73uKld|bRL)@{(-h)U#BH-F+^ z!10nvsEs`a+=diERiglU5DKpSm&qQ6s4w_y+PyXVQaEL(g(c36eb=4=w@y2~Ks7h* zPL^;$1=^njlSlF{DeGtTZYQUL@9c&qers`68n!(@snVT7tj_e_zf=0UCi4GQ%l}<^ zWsQ>$HWDuOEJT@Ephhk|PM?GFdm4w){f8amUmhQ_pD?m>t%!wgctmZ=*LR_RzdZfR zH~pJ`bRv3a&zeLNGtr*1L9-1UX<5&ak;hQEW*6&NJq9uaQ~;g=cb16}9K^LBBlS|Q z@N{R^2DtcZj~jm*0Q;YkHY8UjpeK`w@uC47#Pl_9T3);ZcTy!gaXc{}kTS*dwJUkA5;pLY6Yl@) z6d5I+ANbt!ML?O@d_X^}(9r&hCv4y=Yd}kpn?Xg>3wkl(;K03t4XlC#d!X>J*qg4T zyKvc^jCI(9_$r3MvH9OeG+neSEpTN_nS^ML&UPjkVB6SjVKjDuM{K(<9f$=8G%quP&T8AsY@YpiE0~3ntuQC;on~{|K;}t z-$K5Cu{cQrb}WcM!vnXHN7VhdI*-bdX8v)M{-<|9;VFih`qOT5@&D~U`#*o&TMT`2 za)wX>{bvQ>b!rWGyQ53_!L4q-tChjUN?~UMl3xEMULTQ&(>#|Km6svNeo8VXU;9P} zC!tdDaohX&YIIeVU)$-H@e@vK-+!14{D17dWmuHq+V?A>fV9$*ijvaOEhR0DQqtWW zGf1P9f^>Ix4J{$vFf& zx7AB>Vj=n0_q+bWPdosv5SZyDu9zyIF_b1O7@zfV>0kc~#$)~u%Y$4a>WfY8T7V{} z#GkhkB8x5QNUIw*-nN-!tqx?RYH#iU=X4Hmw#L1XCea1|Fn6|@E=z6PuNs)lQ%s%& zp6zA?Z{5;>xyc`DEhnTE6WGOB3|fUQZpTeWGbPYn5j*+T#01p682;oPG-UJfgvH>Y zZV_ys?aT6{`Mbuisk2H6LpKp z4!-q(=E{>ilq`yXLk0$Fb9tkSAL=ibg6w2)3i=*)c@F?~pwy;7i7mzag==AR+EbUO zP5?yI-8BA!lX`Ef0EYDt5ot{1DMEn=aUxEb+J3H??V7<|J26QRrUIyo@yPX7pFPfe z-Yex>&N@|}N&QVS9GLN~)|UJ7y+y{*qbL#U-M*2uRprFVD~e4ieOphar=O1pLQcE%gegFj++ zlipiKt2P1;)9z`pt_@{bzU3@{@iO+h}&j{y)=Bw^(gPoSPVwUpQcmw&XQ(VRkNsUdtL^|VoaCY zcH!fh2DMPZ)Is5=dws}9P@|=@+(I1gNTQxVF-NLEQC;p^**j>{Wr6RYLBS?pH$C~6 zwrz=8vx_~TvH|-9tsD7XG%XunoYk#3SvJHxIcV;?lkBpWMysB#)|%P>k>FI( z+au8;9-nJJ`xJtNXwUjauVe0hh0B^w`>#laL{m zqJomzRs+3Cse{G$29z@`?J=T7QN%E^&zxjh|d=oL{bmjj#!V2mje_>tBbkwbNrjwP zp>X6Ubgzona!~`$XV*N}=I*{k8tRqmP-vw-u70pk@!OWB3VQE*yGCsVG>NQ$L6`_~ z(L-6rTJyjX{WjcLMj^A3*x1;e!G{?BDXoOS>S?~b{Gllc3MXz$lUZp}onv*8Q@ALz z`;ijnSa!2+gau5~pp#wQbvc8Hkx5;zKe-?|1WyHT9IPH zOtEnf^1~UGOaCLQRni}5QB9wR59i2%v!uKWL zR(Xc3pvEDordSB>+v9gm*wR-A`qze2dgDRA(4}9qv}NO2s>_`98VF(BE~AT%+719B z%JG+#YkhjEL{FT;#6V;BJ_i7p-?uf6m(_MFE`ESIexdf&VsUxvm#}B{PaE5%d z3}D1|(F3W#%YPKGQIvPCE8`a^V$AIN+A^uxM!OzEbk5hOFQ?f|@Vch+oPLz}ergJg0cXx88)jjPhYc2s zq&}4Dyxc4_G-5Bf4af)V&RQqCof0{XD>i}Iu&NJf1}+u9Qw~*4`|cvp!;}$5o=>zc z@eaD|?p^}`oZ_%Lv!R#p1AAYc^iEUZi%)-cnK|&GPOge|jO!?lbJ>#NS9dC{`Ym2N5rdVNDI|un0=;;~ULp>%A%1N5tNU)6 zv8-QedK;VTkT~bEOiWBEiQk?!>fHlR`N^B3wsL%Gk+`vZPoUmVOK~U~DFRuW(_Ndz z1u6kR8B!kvP||h*RYciy93)oF4%p*y6Y4P2mpR?EW2q0i$ogL)Pu916Q%2&~zn_J= z6SKk=>H~Hch36feTscb$M9YpQeBuxHb*g=%Cs!(|q zY|xR1_tj=SYP=Pa9zP9d^Zh(g%8elTgOm}KQ;-$}phVS&R;+_J*4ZNqTTgj))wS;S z%|+!uV30Vo<7XZO4k&S!y(RmQGP8|Z-x5q}b`#ppw_Ia0TUB#-!grOt6p6lk z=Lss8!{zc_Mc&P|+e53b=2zHy<91e<%jZQlw3qz=M3VVwGLQs+!gE^mIUC~cANa5S z*@I#y!*L1d-gP)TOguE=CZlQBK3HI;*TzZ(5F*bS;Go`fqiVe9E*`W*m>VFYv(YhCf8FZ{Q3?ON&4+WlXMK;FyIuZ zo#5#2++NKCI+oLOPjP)nn-+<=o#%odYK$`1z>!{zPR3yYno#6r+(!w;Wkg#Dy`3|d zze77k4W?_S#PQj=+;h(nX%Dw?reO^iN${LWfdN_&MgdfX%HIH#=SVAoNcjmbZGua+ z>z<}Cc~XaC7Zu@*vmua=?}`FG^z%}7L{w9#_Os17pf>^l0LBbDOySP$3E1N`wJ zOM+9GuWvHGyW5^md=fx-E=urZjc=V9=*-IEQiIrWfv#-Z$7guX?S&7A1G|$6SEMa+ zuv8gxt8Xg(QXGbru>1%UArkQXW=h9ivGCq-A*7fKo5}+UuY=1j9Ldj|+pgoyw|WS( z*^$x_{PgQ>NoV6_VHLeZZftX1dOm=_zWD6_5+hI=4ax9xUJ%;&t@fHc)aD$;({bLK zRBr{-{%EPi>ou0{+Vf1<4@WdoW5v~F`#OU*Unckyj9#z z2U*W(EOHhO+1EE8*_i~tu%#Ar@W znAnSwdIm?eNgP>Ln_jy>Gw&H?R{12P&*+d+rD@lvzbZP-^L6h7*ZT52BaU6MU~10# zt;}yJq{G)(n{;B|TgJR-bsy2>KDYqU{TIp`xBTf48D{SNE| z{n$%1T6QGsRUCvI)`w}_xD{4yem|kCFnoO$zGbH|uQ}}YcXhxx%r_#O6s703Ex9C( zgv6J%Exz|{q>9tJ#(lA?`(+%_Zgxo9-rsKA&ic0qkHcp+`p+7A(xE*go|T@#-~D3KzI6fR8*f{iZ#O7|O5d`+!ZAgjcwg)%zUD()A8i*$HvtMZUYodtnAAC>_#NLA zS_%5UMZPsVJ#^HBj4EURpg%s-47`npfjs95C%d~=@SXg0Cdlhf1#Fi|zhrM3zk#D} zOb=R|!QYQtfyQuZ^4mJ=uYOMc7t}nH%O4FBu5HKBdKj**Is#A7Zyu-4WTwtF*tdCk zUiZJ5PhlwxxbGtmQLbPcT+^uf(CTGA=o?N9EfUsF6)={;Ot1hS`(2 zDXnA^26gL}qILybWBGmp73FdVPT}0>7l&FANwGzAdOF1&d4D7Q7;3*s$dMqer7+j&0|`vyA8I~sk#O7BMiXX;UXh)g z7?fzO z_;()duesky47s1qDUlj2pk+O@fVu)XdWE;!8SNA9x)Ja_SKmCnCbv1hz&>Vx06d8# zn_vjylo~^4Q&=#3m^+mMhUN21#=0HH!3oCEvrr{`RaqgeB; zRCkU#{t%ch?G5T#U^d>uMUo^VE34*}Aq@RoezeTUi8cHZXlzT3Up)o0-Vye=`2g@jGIoXPZ`JtC8SEU`8qek{7k4YZ zke;)X=-#o|BW~V1rf;UC$uOE1pj7gu*T2c&@%c*OaL`;2T}n+>Z)(j}_uQkhnhClu zUAph7pX3+?i)Okz$MOR_q2+8ecL)q#{aRqGcHmUpMgJieE&8iK;g7u&U*< z2o}1v$P{*)vV06*ckCj%U$oc)vx2KZ z;5iL!hw)0Jlc#L`{hK~;L|mC8Meo|7;X64pw6NJR6tYKybno$-*9^Y_bc?ef=Im)B zntq0q6S{}N+uQAgKKOsy*oFqh%Mx%VOLgiAQP?d|>RIRv&6v#~MpGPS>TQ5fWb>d| zNJfU7%T0{*W5*z$4{5vBCGZf-?=-w^2MU2)kmE`m|EA~IR#~(GxQjqxEw8iTRv`K$ zoe)_ZkbAJQP=hUbld#)+J6|P&yMduf^XTV_Q_?@zY8> z!C{Alp7pmI&$^|Tt}>u!nX6W|1@B??e=%HKI2_RuDE`(TZMfNYac!-!(IIK>dK4W| zH1s)AuxM4fD96B?{ zB&=;sx^*xtk3$P`@w2TFclwy-U{-%T*T{w}oMLkJXMYqI5G;q6LCGRoV5TGI_X;nR`PJ*h29%)(3#6b9OkXnh^s}! z`AP{9!|tsyDWv`mxOdC+oD-LO%1$@lz%`5HIdz6d3>>lM+k*BYx7>%I_X_a(S5fh; zj&NAHuKvpG6_v}D;PoBWf;i*!fT*W{=c4E6Y-D`khuW(E8I6q#^=y2OT51nzCyl{L znYMhr{FSBgC@L-5vStHr>uDKE&{Pz(hTivsN^}p=uv}))@Q+uc9aSNd2}dGjXVy?q zLdWjwEL^10RQ}nL4~=QD|FykP#t&VzEZj&x^zK)qlQLz>{VhgwT)R2e)Kkm~jo89k zrAaHoR9I`HKN8FNoRFXM#eKCmUc^=iSgz!>?V1p`-LtvwUZ!iZH=he02wJVIOF{&r zXgsr)kA|7I=QceZPqt2*OatY+erYX~>!H}`a7~X@)5bhqY=+>D`?^!qWF~|gHEz3~ znXG=nmP{1mkhlDaf)NpAN%7%=U3J+!8u*|mz)ZOl2gj`aYefOiC;-`rG0K{VNE~Lr zN|;g`+($t{b@}l9tEC=5gLNZ!1_nUA#gWtn%i+mDSQ>%4dW|CnxYZt@>7ThpoOzyY zT6zMr#4@c2h)9SF;{HacN#1=$qSY=Rix4sL>XO7?92PeI=2f{#X(2sKRJXtm-ObMtVe#u@8(udq$3)39X*b+I;59SZ%^dR;=Nk?U>P)-s3Ev?;Xb*P!F+a8 zMH(BsQGg;X11+e~%Sdb7L3j3N{^YDPMh$4{*XN&kHRyG3MZiPsDKU4N*-jPqiC5U-$WkK$^G1W=kqb9=}VH3VP1&y{HfCoIqAZij(4Ki9^+}kK*t94 zxxgQGd?_e;f6oygAi@P<#k~9K(rM%Svf%H&kIzqI*AUqm=T(4@ry3fDLQx|0*zix6 zi;Q`9r7#|CRAODk9f7azNc?zwHt*xnYUzlVo{isoyOufY!E3E;OS%1^0^p|GBVcX& z{&>sVPuC`kwLPs8EZHqJ@s`=+9srRtK>p@{h8e(Bz zwZjxf@>*9fE(g!oMCyN~7u)NCtHVtarL#wMpQ$Dc06-yf$X(dNTOV zW|MA+l5P!$SB4&&Oax1l`4Xe5B;>~g@NJu@Jl#sO-KHM~rc~Cvr22fB7%dfTVy^!|;_>FbpD&%$6cg9-8LNdA^U&;W ziCofE+-x)&!~bRhSZ$Dgm*$u5u5NTwHFw|3QnG?6>2Y7{!HiP(7uq1oStxg@)pHok z301P_xaBU44hv~GFWtka_LF%TD}QAENsK^woo3T-noQCc$95WHSRgL`i|N2COO1qE zy-AB6EuZ}TyV1V_E;QaFeB`HpYAFi5)^I^J*Mb#ojcDY$Lw=a@FQJflHk3mFo@pnk z!t_^7J9Ayd?+oYEa*XGxJU0^iDqQSBEglC6ita}}lIVFL4!_6ObDK3y!eLb%B4Q(q zSJSuiMYSYYNx|mCpw%i=A1*+MU0+dJ*5V>C9@Jm-)=H2faV1y1pM*^f7gvYv#1sfa%;xO4=*KSo7gf$%-11^HScW) z66|3Cbxs5ZeJiotrb7ZnW79b=J-+8x6y*86ygAzck}mMQse^-)+j?Gy9Drd&?rkco z=%M*)cxUhU41Tt{X?$u`y;d|d(5p5l#6jk})tzK#>|SP&gCqG?aXz6hKjlcfjb=kY zjl{uSOXHV7D+-=qhV)w&pXz7P^zZIk$q)+_Abs82hTA+3;ix8d&j!1)s34ZU=ZAqp z*fTYm+}-In^G)Tz{)TMDz_qWI*YM-McPO(8m?cC6`(cqPH${g$~Q)%>!0K5yKXW~1CY zVXryHBFi;tD~IAZtGJ$4DG8l=RZ*(wB~p24m)F^4?3E8k^Rzu_U#8%mkeknh-C0h^wxic zRYbgfgW&{?G8^GVc+%r(`PzLb9ce_`mFrS(Vs5B(#eexRs4)j-_o80=pQrcZ|8rA6 zT3|F9DFPfh8g1nXU4hi$5KS_9z^=tyb@||2kO{xCt0}gZl`!e zCE!xv|9mX0K;Pwv8<Bt%1=Bw5r55KW(^vSzP`~aFLcG`!_l((t^6}0b3c|)XQKw z-@Vb=rUK{x$hs}4$=qp;j(BYm)qAYija%{pSKjd4?{u|hS|8Qnd^mB9UiVg(cpmZN z{PzSbTWD2iu73o|3j}T9b?{O_eY*0_^Lkr2%a6PH-yE=3bXyZ1&tAbn+#Z_h9W}y?Bqmn%4swJ{#Fhq6-Q&yQo&km8a7tzn^7X>5R#ZVH0`wSlN zH8{Fu)NvNA=yb-oaQ9e5E-2!KP~XRH*^P^B=AiKP=zMfMbl+ulHM&>g{- zfc0l#ZHys94F_kdt0Nok1C8ZI$!n?=K`*yU-pn0B66TwnvygQ7LFkpNqw7Uh$>nAdRd+b?e7Tvn~N7>t%?-)88oDZr?IDscM{Op zmrSG~K##P5DUSNHu;wVFu+_ac+nI=@)p5YtK_;tN_ZsVm6;B}!ZU`lx4a0||kQNog zB8P}~Kl*P4&A1b|@ExW;n=_uKQvaq9@meMjwELkdD#25Z$D(Ft=WW$J6yofYU@V2z z5W;1e6(z$JK5Y2s8#yhuMW&wQ%Rjq7qlh-{Q;z}wVCIY}!UON9UM;nF*Lu@H_PLNl z6QH&=pifb*^=%Y1_?q`pI>+IVqeSSp^3OYh^aBpH5neTiENg@vQ1KGlZ4aUvkZ)yvQd zt4FT9XnBh!xVjT91@LFNF~!EM{ZYu9iX#FHJE;@fRIF8C8w0_JPm|kQp5zcmjBdz- zSg_Axy(rcrnwON`5bigx?_K&bPbA)wVr6xNp~wtp9=5hgK=O|x8TgGr7y@(z?0n}n zVI8||ir1$n-lNiXG5J<7)}Fsw^0kI5==}?Az3Y8l*IDk=s#n|xqsp#SK6SgJ_v+@b zL?iCy@S{A^(2JwlGP$H0l?YvL0`XvJ#V?jBK;??iv(NRo!rHgoTcyK-&73PDE4s@g zGX5m!%749&`0kDJ=&vwQpt0u*E%}bw-KkdQt4sbpSnpN`z7jB<^zPS)r8m(RM=E~t z^e3u{St1HAQoNsh#m|c6(og=`_%>$(C`q&b!Xumr`>`{Ue+9CgD=TlUH*L7wAIvnk zFMWwjl{qipJI0FMF*$ql+2 z@#2t9=16w0aq>N67Uh{l?lh^%JKXWUkaGkZmitD#t}K!LrQ9xKecZ1tU0w1b~T zs->j#WZ0E<{k3Pqt2Hy_15#I~=2e-(^pnfZ6E*{ zEt&DgU?vg+S5Lwf2igjd5g9hCQ|P~v?k2MqsZ~dZxsqk;wOBOhHA)t2)H+mV}%w{GAX+sG_1iIDKvD4H}V2zH!U`s_GitX(w{4) z34I2%MJcQ?-q%BkT=Zn!!q2kt4Ckz|X9()v(CYU4f9;}qomR2N@;eg7VdIOp^EcBT z?1Tt<$a3vB2TJXSAUs<<2<07zn}<+D`d&6KgLb^`n)rz_T`PLPdZFX}@qT}_nXUCg z)}y(te5rVGLc%@At;Qg$r9IzI=|YYH!}*Su&ZdW-)hj_Qxb|a~VmSO?++_FZlfNSa zt=>@Ke*$!)a!GHy?L%v&w)_w-zNS~tCTF|TO)dqUfXp-b+DT+BQ7pWn(+m`q=BQi)MgWhnWRp8MH&r@F*03E^Jen#KLDKg=}u{@N{*SlwXA z%J6U>V7WVK^FOf~Jq|ru%F=AnkT5rRy-+;YILWowF&r?Or- zWHx=Om{fbsp=Tw@XrZ5lInQ1EJn|czL}OlH{H21639}}pr-4FnR-}v%lIKvxS-PT+ zyoX;?@xeNy*><_)%~pkxfW(%Yt~1F3mg8P0FnlFj>RTAwAf`LP?OZyb-ezonFd@OezC(xr z9{MK4;t@Ds?|PM%`tr6{`o6PwE#82xAJG~aTM6!zp(qu8Ix z78%c1Vq;e{D^-(H5G?Z}(`eL8G88fo_sC`R?1eW9*D@f}yT-E{6R9Cx?x{!r1(U30 zcxd{BDI!$X>1{YYDfk?|I@zZ-IB!|4mDwV+#RD`Lt{nBm5gY9w-|X$`p|cO^{tH)Q zKgfIU0;q4r%6&S8hvoF#8#=coW-jLT)eIlwl9}!Z2ifS}E^a()#GQvpG&*kU{A@nF z(FF`JO=q38K>de^S1%#rPVJWcpPA_!wNZ|FSb+E`F|wv{gJL{LbKx0pSO`P?m{BwP%f1p7dJ|(=hFoOk*)t zJ^8w!a(00{Z>e>LjrG{v!+FC=q=qr`aZ!~fUYDfb+gYeo`H9N#J!GG3pP4A8gTt15 zwPCwF>-U9miyG(T^D=QyBH4yXJ;X3BI9=!u2yHOX$;#eCn zd6-C~-_k8TtX5MGoGUK_k3a!I(~ufgwOndN8RDqWrt4oQC)`c$#qLv7j@0g+=}Sc? zD`NY$;4i_@=L~bcT zk!>33ZCQ={cZP!0fLf{}G1swo_FIMQK-V&IuA!aCnllqSb<*vcnRi$t_aIW`tu1;% z7M(36>H>$PAnQURY zwf6IX`!P&z?tSjO>jj_pg^epP9=!k%zcB8D0u;ZE)hz(l)*lyNd)1LCxROfVNvx^5 z3jxKV3K-%B%WS^aVGm=I4pB4CNG1QoX;vA%4c>`lVkm z6uF~Z8&-}(&cm=D{|J>rvuH4xSGfhKt$%sr(?v_+C0`usfJ*Lv2XuueMji*$j#~20 z?uyD#xl<*!Mk0LHwyBNcI1nulqeuj{Qk)5Sr1OV#CSqY|zFj?=yEXOdF?7%Fk7vkN zMttv_IXxj{;LF7%>T#Zp7NEsH30Pj?X<7xSuLKoo{KH4v7`h4{o_n^(-&HR%APb1V zfus1gq07fYxG8`H6QP3xBi2scrrTF`J^4$rcSJeKb=B%;hbX1mn6ftmJGQYsSR7#Q z4jX#&7Jg^dGgj%GSRDLRAI{(H-H!bc0WaMQQ*r7 z%oi&+(hhNizmoHg*a~xhQT%pP^v@G~hy!;z3yJTZKb2YdI1um=q5mV`19Q$#)`K09 z9k%fF)$DgEcXbg!jW^w-5UU3#EU&06Qm}p)b>!2*O{6B#{4^i(IKXO{*}eEj>GzXd zmH`np9nE1t--WB$$=a-UuvGQoV6OQCw;MLihOO6*Z~)J{w4$jIJp12d?3?pNFh-cF zU@9n*$=$}Gj&-}F|BKrMe!0$7TD9`ouV$nXpT8UF%6o)Xm z+p7Xf#=gEa%ZW2S*VS4)ftga*?!HJz-F0qFsK(7CP*}!eQRX?`!svPE(a;b4upB9L zLrM!u|7qQwakf{BITD3MK?NvomI5l6cnM&KJDhPuk~^b)o!+q9O~6d?$DP;gQRiQ5 zk?0f0@L5dBgw!)Y@xCYTvw%y=F6Qg-&3vV!>nm$%MF!udBOt+?s|cKZv5nDLE*NKV z^E@8LMu|yJLP+}Ugtq>cl;Mv&s!gL{FbBlq&oyA_i2-K~)j)3Fgb5n>WMp=RMy>(w zY#lBvkkX06N~BHzKNbo)%juQPnwiGVexmAB!N+n^&Ik#60qL}(7Evf~>J)BFqS)Vi-B>uJpp;j_x@*(h6-Vm*#w+V>MMNQh-#L*!T;h)}G-Vpv%zH>*_p&Ez z_0(i0ZbN3N(Bx}xj7=Z4YV#k98(x-AvE;3zsg)h$nn2ew^7BUbwH2&eGNgz3SFluW z-}0_-p>*_m1U|jt#)?U;MP1mYs98=fChHVOQX`z+<&NTSAL;9_uhTM zF(ir8^oL#bCv&5(gs7G8nS+1)ElqzOwfkk>YpPBdXM#$Fe^tO}6qQTM@0AD>$Cdv@ zl-bsep_m;T&Gfu|+W{k0eRIkkTA$1a=HrB|P3}Iw3UUa*GKa*)QS8fhu zK2d{szMohYGT_1y7;(AB-!b}2jA)^O#7PK0cK^N}KmXf+i}J4eFEz-zWV=0Tm+qXN z5nE>N-IN0L7SG0C?{DYqop_CCsh!;C-*tx?CN}ivr|f6Jtvpu_{ryn$oS}#G?%b{c z&c5x9Qq^*Y*yFR1s1-T63J^*FEWI2jc-Mw6C>pXmM2P5u3YGCi4=?}nfOM`q>)7Zt zQ=Dts^hG(DnkM{TMKKg*297^FyK{mko>qbM3(^hW`0HnZrSG3?v3uNI`rh-tB|%se zeA#e8ShW8*4peq^&OW21&hLum8c)FJ z^mRa}ZKZc=bFLeZLnrM0tWoSfjeGMI(EhmLNf8YDfA014|kr$BsI= zW;ajZT<~-4zE3z0?m_WP9*;mUU6#bKiI!qWOU@^c{xR3`j>Mngjttm$?hfIPv?&Ak zY^^s7`PrsZNH10-V5&M=BV$6P6w~fke!e$|pj~8}erhz4-cKcJ0n(ALj~r&2je>b} z+dl;&V=e&kml`!vj48_s)J9d$23pQ!@)|V*l=Y`!?Wos%#hQL8p#CmVf|i_>n7i zs+BbY9K5*5DUyz5Y>_%kOSexA4Y%Su(Ab;OFmk}K@UmF7XS*7Dy{ucC|2i%Ur)}N6 z@g%S7a$h@nEMhT95DYZoPxSdis*Z(>_&Lo|zKx<>Eg!*-*9Y7(B5t)i1bl8O8M8p^ z@6VffSrwn1H8LDH`B!u1IiG5}{w1#U-dSI-y~#1;5HQA>Y;T!gtXD0=lG7X>@OO>+MvH2EuKoQg+1|p---5w?tJ1rF@{(L##gm<&7hSEx zC7E)y8wZ{OLyyg4$NX5hBR(EtyEYErxPIMxp1x_9h5)BVAZGJ~hkCZY`B`D>e|4Z> ze(wK3J^v(%7>hdpileD-5?uv_h3ZhVA4h?bDqfPJO0E-##%Mc^_mg;5!F~8={zS0T zu^DRG+U5YxEh|)hpL;eyn7K=dtEQBUV4+U8PpEQQa{&4-qFPkP#u}K|c(A*R`r3Mo z`S%PdPqPzqm}Ir4)e#QG32YOoNjl(Wg9C_e+#kmz%M}ful+KQVW)K z`#hwr2vO0z&QyP!*zz@?2Y(D{h9VnG~F3|z?Z&~rxF46Fmhg!0s zN!52$_c`_yh0o_jpBznCcH754t1AR)`G?Mvs|K&8zfu2i(l)0domO*uVBQGy8sCcEQ!BIUcwU#Yp^Vy|7tPbKSKcn;vL27B?Qo z9Ff5eVe3K{p}T5Ng(R~xY?oy}DF1BLJBnUoo871YI|O|CG{{`_&Sp2cLAg|`i9r1@ zT}>%zKX%1cyjzapydVMIe^R9^66%k z(O-#({KMG;V+1$kX$l8hJa@C#DXn`qkmB87^V@nPZv%7SbLZ$Ci##DXF)!=%LZEN= z$I$M#vjJ|6l6A63XO{AHgC_jtI(G+xlRv0<6_{jspf0fT150ansx;Xx#vi*ooR%%C$I>aXt|53M)6XmDT_6$AT*Hz`!c9$0i?Xsllp3^&sQXG_OTL2yC5AoHU2-t@ zFd~lpN%Iry$!5#7jK(@ddA`yO%vx3M>}dr36yX0_qs1DO%A8F25#NFKkL?lUwwF!e zW~RyAK8PCQX2TFowUKNysgn546l>%QhNAwDcO%S5<3jtZ$@~>;VA$HdJTJzdFJ<6_q_h4EVbqnaaa<<$VQ-^cwnk z9&0C7yMYfc!dSraPb|b#9n??#@(ykaiado4+a*4a7Cj%Va3kwfCxlKkMfl#p0s zmABsiudc}dvQrp8;o}Jj_SD6FuJ}Lrh5t|T4h`CqE-^yXg6N!oWAXhzU4#Gp>^l5` z9CE!AYV&Wu{cpb5^$qw5qemLig#Ux_{$E{`H0clACJ|A}U;pVJ;z#bP5)LtZPmXLqy8tuCq63h6F*SYWmW&f)%Ej{&R|auDpsxwEvdXkGvO;!iGMNB-v8erx=nZF~GD zP7f>_r+}t)rvK3ME;jtITZS{@!~dTR)c<`s9(=sON&&kC=P>%gy8CbU)BpX8{1Rfo zEgYcFN&KH~dS1Y>{r_K#|8w2{?PvdAE=C5sIlp{2oXYRPoAu)dCb#dMkMg^R9$o*y zfEqB6aLJo-+UXTWSCAM$(9{6Bk?Nm6Ck`6{=msljk%prw{mv$aAJB4=xgTq^*5<2hJnJxD@BL*35D=_@rb+wqBuXSgb4lR1SM>*e z&Ise6lM1TegE{OHdMsQC0Ki^ezRhr>{iL(YyQ4g1Cp_@`TpaE>d8e$+FD2UfIzHLs zwAm>@kas%cGBr8v*c{ytaS9F^Q|7=ol|gq-8vu0WWdNe55HMxunYMF_WIbTsMymkw zrV`*?o#6rlg5pUaN}mJ@-D{q0-j|0(25n$~Kh{4jHVKU9dAVae3I;3>X_ixQe}K5P z03enWK#R4C0fqF(u!ya(DpPseZ&v_iMeT+zuuIj-m#jU{x0v_X~akhutA> zpaAp2XOE92hly>ev!mk!95Cm2wG;8bJ3Q~iu$T~Wni$gX-o5n6?j;DsJER4j zvt_*uyM9xbc3?v`Xat1YF=~v8nzgpF>6&t=rL3>5|79 z4qKfGX}l=e$+0X20=Niy*gS}@r_=GyHEV#S%L=&Q@HsKUob*~1U(U~MPge-wpgu`o z&LZq<3Q@b;v&?-SIRBEw<&`W?H?LJPc&Z!06eFNLpQbfa6-CPN!4)8T$)p3C^eycH zz?N7vS8rebl1G8BO~B(g;{n{4B;@HNS2w%w``S49QdsKG7ax`Br5?mFI0y<{N9ZaE zRP!9@0W+v4TzNchH~L{+WMVtvcozHn_ZxJH#Y;{{06u7645-_7a)$ZVu%BkD>Cu$P zp*$G9KU0*bwx4A}nfl0wWi2fWscw%O%}=4R&TKwadOYv_X|Q>|Zs4OWo&IG{#Je)N z@m%)?13Om(*w+(A9qfVByIMYvjPhs>8*tjdrbYH6yamly4q}UKzJJoNi%RHCS}govK;^jiZito^+IT`tH>*S zU^y#A`rfpPUzu>S$rjT+_V;}pGdF%;c>ScBTotxgyq}etyzo%j2O77rgA2BNey|JJ(Z`k*cs2A3P}GAJKY$7hl2*^E@>wepP=dP`TK3xOejtK4ca3g^ud>tqM<%+ zw~@jZc=aHyF8apb+K=wzge|Ubh9~hFyH$JRgX>E()HH{VXLE{l*pWPFS%?c@0E(w= z>~tQeMltNlX)Gd0RH2kS=GD1l1p1xjL#fjtzXV@PAA)3M?uHY0B zk2mW76l)SteVy|!^sfTqZMxP@9drhAq;l%mifHoX;(ENZI88D};KK$oJ!9NpVAI|b zH~DEXmL=6++ZuX|&MQ~!Kf{_RlCySqzbI;IZ*qS?fCBEOR z1dzS*kj|qZM3)(q3lI-k7Z)IX|AFG2&QgtK%$EkI-0o)qaEJPBx6eUNs$ckwp!glV z>fy3qnTDq3?(L2+*R=z#NHgpJ2r=fN>5cl6-c=nZo3+xy&g(waS#MO6L<)#Y)qCUQw;n{>&O zb5uo$!V%B)kxIfjV_7Nqg=hu$Ua1S5{(LAW<6=xxbm)D& zkk;-jsW1k<+9!#767BP#IrycU{k+o(K|Cp)6K zWOc2p=hO^rXBd>|V>eQl9lfZ+)=SNva`z}B=&+aIuJ-h7(Zk!@bFLqEGgEkPu+BS5 zw#IAS2}5pt0(Pn8ra|YOJwrVWbvw#Vd%o-Ttp;@)wNUfrKS+_+3J`?Yi9^lb^lUu9 z3c*kr3j%|D;qH{J!aGec1-z{{cnAj*iVu7XGMz2#rxLA_v)jI}*@O&Y z##@f)?&{zTiFF5_33n2o?%&AWw`(3&T+K}0=V2QzmDBhPo;PgiUi-yd>*wtmIG)F> z^Xy4*;6G<_-M<2WoO(@fxx#`#b_xOjn-snQkT-Yv3k*-qc5h3nhvj53DbdpI3jw#z{yKB4=5!H(0MNp=JU~cJStlndZMTej5qfI zB-44%9stL(l3ZO4Xtym1{3C`PPD58$@E&k-U~vN$FcT47&*s?e&P!7*-<<{%yYT=#%t%vw-dAfhrBw#;sP(o zn1{FD<`BIR?5C(Zs^9Ckv zfB=4rB9H4Z|JHV+@k&RK72o|G=0IxG?8}-Ebe|DHi6|azIVS z#Dn7Q?on<{r535?*;7Rd*-Mcu0-Wq8yIzw!?7A<+m4TL40O1-}i@_BH&Kap@un*vN zr%yVz={KTy2J%2F+tt_LOv+l>^mUG?6vQY1DY;vZQTBRz6YO}s_$+qSmLW$hE}}I{q3r0RPP>I)WJwdvJT;C$8E(%Jep~SIaz5 ztV6`S3wMrI67Af^%Lmi&Lk{#3wybs9ekr&pgy5YxM5f%mslUThgE^g(A-<}PUOxBe z+zv<#!MURVE%$b^*e4)xOlwO=6m|KwQV@aJ=@ew4@qnXRWJ~^DNC7ll2;;kYG{Kin zqLtnNC)#-uxp49xa`$%~kSQ7fdIdApK4*p2?eSds)49DaYomu zD}ZB>*%9^b`x@+cg9jKu6Yc^SwMIQjefZ#_r+8=J*;N8{k@6ee>tAU3cPMS8VE^f2 z5rzHppr#M5m?-K62@M~Lz1c(ktg$V=IYcDhUI89OX4P2^a_Z`}MbUD}zAAgQMDM@K zB*A_(r0nbikFLK4Veqg>XFt+Xu5n`0d+E58jfRW5mPn&Mcf~I3u>38Jj2{S-g}?qV z-{0uu#uO>g^vQGh@4qEEGb4+$d{=#jtp zfb6{G4-x?I-M>5w8SgfC6DY zP#JJbXX|TDleH1pLRHZ~bI&Va5oJ)hm~8=+39Gy?$!uI2Th9TyTxxP;HIjU#YIMEy zBrYhb@8VYD>}nZM7gp>E51OWcy_ttklp4v-HT&Q(FGOU+TT<>Ux-VSOW43!W(QZah|^--`cU zh5LQpyQRJa?Kr(-GI;pBE%xE13PiY5ea+5tB+t~USowQZ@V>gtSPd?`K9mvu{On%e z5`4R;D%$7Ydq-eJ%KhZYkq59hoM}QL!a>DP@r&!BZ_-W@eG3gh8PBd6jtEu;?i_Tb z0ixtF2cbbiM=CTTQwu)zs$H$7G`N9A?}6p00Hqd~7db_|#I05@W zujJ9~h+`S#w@FmKe8wQfPF}Wq%(k0%0cKbBiK?*!Q$5B1OC?RP0Nh z`pzZR;$YvdlkoxbWYQ}9M2-8{)@~ukKU9k*K1_3PLwu<|K#E*ml}t0osH=?Jz9)q5 zfH<_-yfXwN(K)OP<@Y%zM|)=0qXf>IcAsfN5_{0H0`4V)vV1`;Hd|m`x_+N-c~*E+ z$U2CPSlXY>SLV6xr7D`lVQK`quv`&ggeGyDPy-@Y6IT$72M&Ic`9yQ=Tj|G3z;SWt zE5W5SVDLs*mQCY>9yXDt{$?)u*5(N#kBWGN`x7{4;rFj3Tky!qc)OEfh2b@LM8<%? zW{jB8wp1{ZQ-&J;@EB-lc(uS8736xoHfXS=!}fo|msc-i0WJl_Cqd|Y?D7jfk*BNJ z9P#41;^Er+{3)eR?E4_C5%R-fm-E{Z1(pU6l8HB_y}PCIVQxC_q*^BzhX5`$Ca>Vtbdt zy2v`yKerj!WZ6xX(i$x+2Y+{QpO#zaaf}dGemDB%5;3;1jHk2Y4FS#rvlZioevFZ6^yX6*h1wJ$?S}g;5H7Bk^b}@M1mD3D zzmSj6MDjh>&j<4BGBou@kK{ci^>KYlEk7?%`bI3$2Y&|*;pXs7n68-;PB^S^4>#2i zK(x6fd`2idGj*n18z+4G6kmc`27~Sl_EJ!=OX%Y)UHZ3yH_6JDgckxdH0hym$9+{v zhg-qX=wJ2~%}lm#)tfPQJFUz>=ynAV?+XcvUhc1tjXp#Wfm#%PHkV{PX8JnyD)vt^9`1{J1`3tTyH=e~dIu?+#n0F{hjf!K zJ3gJJAJtws!WC=DrJ>J(l-b2@Oo3flQPoQ0qzuU0L388`>xLsf(>J~R_~7kV!o8mn z-XNoYoly)Y#9oo!nv1xUQ87{Xl&t5@m@lnkAVCzBkgW3yhl;@f=6(5`o-P~CgXXOh zpAfC%^^^XI4QO{qQHc;1j|5ui#I#H_rO&xcq(w*NX@3U3g*;5=hhn`$pi9z&V4!tf zeIgQ}2Bo)2KIPasULApc=vP>l`dX(8#$3jzZg~Mrw0X`UK|@kBoKypBeXzbEMd2p2 z`l_LMuoA($Y;u_bD7c*PhSuu=gtPz~8h}>0?N~(vBuG4@wHPOhPZ&fdzr?y@nClVw zN_@bI6PVi!XGZe8F$ZQ{_!vF?>;?D=3G}#i7|HPuD7TZr8T*=(AW=lhIItox@3MDA zCJ52Hn01{Vf$j-y7Gt+sTb!a+^mk?Ma1iA!Nmz2RhT?YcYKTIN5RTB`5&a`O^$?A3SnoIG6lX7w~i z1$SqEr40np^<0V%NQNxZR@4%hzQk`p*dAP)A>qZPt zrQTXFtR(T=eq(UkeVqU*@-^lE#svlhcdo2LK=-|=IVcpkr9yBAyH;sxKJh(?3_F|c z)37x;}#lrp1epti&}EajtFA3h{^ANu8)r4 znh0N)Zl~YT!E2GRW$ZkKg9-*JH`R4oMgm9$4Zf~zD*>Tgd}z?^CQwC$Ul=1&QB2f65$t%xFo8bqL@^aLl{W_Zre zt#RfO@93{LXcH$FN||%L9t%+Jn;zV9xzg}jHX3sFGnp?9L!hhR@w0om^}bIQCB}s= z|Lij==M2=G$O0#!yLVL3_L2rsjCcwGVnO#=@@1G0sH-(!d4^|F&k-%G0DnMf-9EfP zNH9M`@#Lp$-R4TbAq7XNgx%NhpcYr;A{K|lYSHxGMT?NBTH^`yIj;+*gH5^CQR&88 z7n#)~7;|QQ_~@!}y3xRXxixM+tV|KR93HdxV+-s8-@y8%aJ;HXID4pP*Zkn4G*93{ zAQ#pBwvJvua{WBk37}Pn?DrTm(8JS{ApSN>ral3zo}toQixZ24M+SNWF*g=cgY@s^2(I-=c=Q(r=o*X2#u$6%G`67dh7JhQ-w z62=MAoN$9zm~X?GQXJe~0v*0Au=0ldYvmF83n_Uq;F8p1dBZXBvYXSuMW{%->6~EK{t2D?jS9F)NKv0PkI)+fNT#Xr2=6Gq zR9;}K!H_;-VDnU|jLbvRFTyab^eC&ri%Ze}7g&%n`8l6}!5r>gN-gx<#N_mJxE}_^teX_`kB>6+Rchg{v^)*Ct-`SaF#N z-{Flr{245LhaeU_DDjLxk`dfc|JQiV$3PRq_0LzDROW+o2c3s?x1rMqPity!UAH{^ z%5x&92w`HX;s~((T;Xv>WRMdvVMsXe7zcMPO`vlfknSwv&g8Sct~~$C4ibbHnk*Bc zNxqWy&2TNNQ4s9>II|uYeAMKzqOo5iiuXQ7ch1Sduo6%2(;L_JzLY6L{9g zifxOnInhtdn{tcRVfTH#Q|J{u*YkV$<`z@=?h`q{`Q-yvfeC4lw%Nj)kK8=!N?1=; zYIi!TpR@UeQxB20o|ow!W`z$4mY@$MXKKG%VO8-V?x>lQd)eS|?q3j@DArH#K&LWu z#=+XJ+Z%jLGC&=fPpE#}X2W^Qq)^G2*n(C8RAI2fqUAu@;c~}zqo4qF8kf=ct`^(* z#UUK5>yHadMro`gZ)ga#ZFLKz1$~W7Hy*isp4Sj^tKSEF8Ei4Y{qyk(f7AokNIN8>u3NUb|AP~#;@p(8 z?euN8bm5P424DZ5{Nts9U0ws#o)&-_;I`Te%hdtdz4{CWA!A; z-q)<6Znga}VdOkq5akvIdT*^42DU+%&qX*WahS|B{+hKMD*u^{Sc6Zo#k=-;I5i@$ z?);|Rr2LjcFKK;+%%o@@fV+Jh@uLHVezygjbF<>z7waN;rm1S0+-Xob{)?*w5Ry3p z?#oqTMnk#M)&~pC-fbm$dH=*J%zsdNYgR-OCIc~&&+*cr!c440$q^v4TmD!_-(87| z01P#L2jtHy=zQ-#ocn%Yr2N&WR!1jRUvFP@h)Gcov3BNMYc6OJ4Y)9C8NL z^4=FP_@ZYB3`3~RRd(oYIo4hhmCJU7QpRA605O}O0?^BXT|oUIB{K}70;h2CFe5PK#kBbc8cR^W|_Az z$G~`)SM4^}d6s;{p8Zt}DW?Kf*?yR|<}!tYy~G0`js53}*uAV#>10%SqFc*nz4ze6 ztNKJ%8(R@YCZ-2xxH!)C>Mt6wv40NXfEXdkt5APO*SStK{<%_VvSq@LFNqP_HQrZT zYv1SvJFTq!TI#2aXuD1lif=YQ7yU_)#NxSwThXBWG^KH`Kx!dd>;N2{<*CNYSaOUjp-R}d}e?4i$;`hod25Kq)@P2~Ouwm;sUgm{ecti$<+9dnh-X&V^* z(g~Y>sZ$i^6{U%LR3_<#IZ|T_iC@#x+rkOe!MK4bC)0ZHg+@-JCnlMo$uFELxYSq> zP`EBZ`q~*Ng<|S5a(cvDJ-1FpTENsBYrFWU&zZ`5a;fLxX<-?Obx0bf`e0HBN`*SH?W-W)`^EEBD=%1wYS(sy*g ziRZ^z^<_K^>u3wNjh|gh2~nOI=!s3r8~_lHQKUx3_%j;4AjEhGS! zG5$udnJ4wmgZVijZpPtV7r;#63%S)qFX2VHYV*!L3Zsp8ozgXy%Ld7c=YVK=zWHwJ zdwxKv;vIysr@Na^K>Nj}vuc2O@T*!23Zp|@P6YjywYqS*H%NxAv#lAA0FuTaLWJ&( z!qp3q02@xUvZ*@an9f9ml(p zhk7(U8hC<}hlad?s_IjG0F)fw-rz!gxT@+Y z_`cu8DVU^Z-QrazKWM%~sjwtAZ(WayBmg^9c;OTeQuev5IMZ>RiU8 zR1)BBc45=MJO(6>pJ6kMpi3VXxkxi^uXoy8>R0&bNsS;kE1Ff~4vrZ_wfdSFt$VRCc7)~~U4zHpW6-0>u!0C_*G z=$al|eQ6x|iew<6d*v&BNQBnMJuX|Xp-|B5!pM!89?G#8a+SSIPMB14*>pPuFC>Guy`Ft-&QQ zdl;G@rQpmWqq9H;mhKCv3S1&p=Uk$BV`To*uO~W8p}`8*Lj5(jz(Vl%2t~J=qv@>8 zwZ)BGAaGd&XY$6PtUO7*E#lcOUZ4CJrK;>S+08Xp5wUCde%An#_qiiLyx8cxd7!6_ zbm$Y{E!g6qg|9udP#}EgNm>vI(-%l5j?^Q~C-gR+e~rG4549e&=HL%dY(=gP$`j$H_}8lA9?ie#Van z{u`!CXM6b}?LYP~`9E`AQHN~Yff3CfRf~7qAsZa7hjSSmO~RotKzyC%Reppo1FgF4 zrCvR-CO>uVeOGVciEtzsJ*GHww3KA5LSdO{%e&1;@hQ!1Eh(0*dVoAic%O6eO-F1m z4o9#1Q{GMtbMe`1Dp=DXL+TyEH{Ui(!1vsU>mKOgSrZ<>7d8EBMQ1Y%V2(+Uew#F$ z|3tGcUGgcP?g07kN#L6X9Qc=!kVvJ2T-X1ROMqJ%*5wkhxoS5Yl7)TW$4Nag#>#{=Ntn7w!(V`Yj}9I z02XWuf2s+6u1w@NSmn8mbli3%A*o7BJhP+2MJkAu(ANlEDwzJxF9{rn<41S&DUa{D zCcb@u{TZ~l0b9m<<3&AZVj+fWl(gmbf*rb4zyERJu>Z%r-y9aN6)m_^wvR38YNn6a&Ym-r-c2d8%U7F#$J%J8DIIUOJci?L^ne>6`;mC(t$C#6ZTU#OB;m_0MQY5&sb_2KUHj6h`|UI% zP}`-(h>6T6tZE0%Sm1PRtwcf~3SI2}q5v^u{ubn-9|de4Wt)Y?+p`BMPmGkF>_-V} zfqP$C&ymMKsn?TiIWsoACN6^k)X|VildceRJA>f2TGda})A58Xv`@Q4g3?G8;cPb*8*D?N@P9 zJz{wN;=1<3`>qdaA6~}(4dDUpQ}et$mRD^L#(l}6cD--D2^pIlfUFmKAj=2J2aY|* zzlsmcneYD@uN^n<+t&A)^n0D71%`c?MsnMc-K8_T|CBdbJQcopIL*t|-y7s~`ZgT;^{6W<*8n1HL=&H? z9~R5vfNsqtbQ=QH=aJc6m{p4Sjd4?ord|HPobDvD36|& z6s~8xBT0}D#L4BZEV5yS#bdtWoIQqnT}RN*4s}6%Q&)rRHuvy5Q;W`>AAuWax%ab! zwh58rSj3Q&65_CXxCCo7LSD0p`r@`~33YW{?QW%)EK_dQoMR419GsLD_GP2H76vx3 z(3?ia&f6^DUU;!jr~wF>;`mryScf)}3P!2ra)C@v8|HG|_sGTr-6$bEhNL*%L@pNH z(sUc$W(vQItEZvmkk}kAn7ftSRXy@(h6JV$X;|u6b`h+r*{s<+`js4-I=9M0`>aRF zA-v-_%BqC6>W?Jx-~RiRMO@e72TeF%-E_B#hs2q z7ejXuaWoPcFitY?KCG91!qaC>Iw$sh1u`D;F7qP;?*>n!|botYQ08nTm2lK zbw&KVsdvG4osE!%g5?J9o!TCLbW`cj4ZSH{tS-xdXv_z<(WJ0BCq}Nx?wBCbx!*@B z=0snWw%r--y`cZ!m(6{l`?0)%8!uNVc7`9Chu}~WQ+&NQhlXw~@?T7Hrs4cXA}%e@ z#`@R%i(?|bb>9pIA9sCh4AW#g;oLQOJ_-St*j-q_c8w?Nt5U#)%pcHAhhR39y&jvV*h}ZrihCyA zsTTkoxDFCfm{%zPX`U06x2SZHjhpAdlZUW2dtvbrQ6is~9siM~e*4q@<6E5>eYB%|7Y!zZhXC$wkkY5seAY9H|MQTb^E)pwb7(&(co|gs6BxWb2^utbwzBkpT7(5b(Fa({5B%k#%M2J~&z*{57ylp;$&RS0F9m+)NVvd^+j^?-m{nCd@a6q# z)_$ME8DrsJOV(xqo8}4CrAiSFj$x+0sJ&I56%3;x_VafuV2docp%lc>Nl` z4KuJNk>YK>1Uy$kI9fllm+Z~4(U|tZM{@X9;+|S?tRSk7|_(^QWu9ct_(3GZ~Mn?b^ zB=ki}Zkd1WPAzX@=47k#jMtO032@NyZqhd!4helv-8-mzeYypK7;eJ#7)N@xy%6 zOB3oZtlj#>Z6FS)_y55+8Q(>G;x0oE$;-6;1DXZ>1agMmJu)pl;!uJZBKNpH{VN6n znHFW&d#!Q^0PUFSlY%3t!@f@g#jECsPB2$RvoADi+L;HlRD}o$EyUJ<6mc6qa?f< zdjLr32y^{obx&ojg37JBqLJ72T_5(DT^+vsv)SabDTo5N2}4&%g0iSg>=&>CXC zcu*Xpg&*Gi0W^R2vsD6~4=sT@dAc_1~B9I5rX#4eK@nE@3(6+g_rR6Q}~4kOrh zvAqDSJuA(v?^tKYX$B)9fcu0!E2HB&kP_jBnr>gjF2-X}YEXy0tJfgtfj8(ar^D2$ zHo9WI6xoXUg{e9Dq;clBTB1g`RN2856neUu(1^}%V#zxhH<&+mD{^++BENsIlJN1t z-mty0$LlI_%NK6D(=N{0obor1)yF#Ofc>%7TdL>8HRfLcgtQS5Qkl-p*3t|w%?2@6 zg))D&kN{bVl1O(i$%ZMLa1ZB0 zzARqB(7MK~prCtK#68Mvg1SgHAg`7g93HfSWG*J6H-Y}k*(S;SI!7y(u3Fa1Do#T) z2%d<>GSBjcOJI1U?@=GUO?r-?#CyKW<^1-?)vd{^*`L9I_X*ZMfzJm@`*fLFUGc3q z_DSY`J0TIF3y@M?79MO>{#oc-u2 z-#Z#+b@?){3sy}lOjB6Evzo>_)IC1Q z&LG9&Zc5(bq8)lEtlXe2qsHm9CQ@?87TCWdxOrBE4iZ6V_ zS<-xNJsSDr)||p9>fN(PDT9tjfUQE9iB4ux_QejbwSW8B^8lKsUhXqh`@`FSzyX+g z@oKlqprbuFz?`Wr9|^3Sy3Rme!JPqn>u}3+?wHf+av~cbRfEnGF_ax7>Qd?$THw*$A>*+pID?iHu)gt|klf?4p zGo9vx6si0_yQhhtWUH5tYU=(G zUzQM+6cq<7wcTf39!upOJw9`|NSv<$PQ*L&;cmU-fPyWV(FjX- z3Uos*h8yKL%^QEcTlagrPjH?Fa#l0&N8jzJq-H?#YueF2vF%aF&dU(^z#nbYwCE9! z+mBJHTlM$d!$hmNQ(camUq|a>E*i4~Q7Ab#A>86)@7IAAAvSfpmHj1n=HgX|<_;zM ze?^VFvL4x9<>p$zHfHfKe;=x5S6SKPsaL~kS4j%HMDkF7LR;9a7fjiFpTsFg-HsYn z7U0$QoFytT#c9GQAa1HGpxPz|-y@FrRFPKea-+~$q3UxkwhyLRjsfIqX@*_a>WeFE z!u2W!CI$F3NbPeHUN?($0qg;^5H}wj1pqv`(B*IJ>kr8lZ_hGkxA#p7yp>YOj3U+~ zW0yYkbzt5==XmDl1xczG^I86fuNd#`H|#1LS*NH6F)<^v|a6 zCtffxiF>#@|4zQt)r73aBlAUT&NQ|d7*B{gn5R@l$hUL&44fZ3<{kxfO;)G}pD-*Z ztSebN0~gxAD&+a=FFn$DjoN{?JOnL)(;6B8nolo$Lr2AU>ovH{B53x8 zaGJ}Q%Y`)==DAF5ObQY{(v$@mTy$%_FemjDoOM#)(Iy6cuwEHnlF(w2QS#L2LjC2w z2*+hSY~Oi8l`w5xuDF^0l|{Yeie)jIyAK@3-Tj~?%z@f;fKYVjU*(ql4fZU;6l_XO zaCeA148O(ayAzSWqyoNM$Wdj&;X$D&%5_MJWZ02&tPLn}-K}`2`qPl3Rg5M!?~ih4CLUty8 zL|w%g7r?0gNehM@%EG9{1?4uZ*eJX2lDA5DJrvwv8l0a4oPL8fKcbR~6i}C8Fi+!c zonhD*(9(@f+$o?>{A-T$*7SEdPc-5MR>$?9L3)GYjVZA62NSJGE?+AR`MJ{(nLtS+ z*joJj9gYnC@6uoSG5Jf4GKk}ZYwl$--ze|*E9OHCXS3RqXUq24G&(kaMt|3v>9uHv znZi{{D}Yx19pnaZTU-7@*6s)hDf+#st$U0dEXg8h`o&A}6jd30H@h9!hWupL;0Aq! z)BU`C@Zl57Z``1E;o!$Fa7$i`s-#DcbqU6Tm<`;{06ngB_HX)EHsArwU1cGjZ;G}2 zuUrQ8OXgeUpc+FyObx_JC0Kpy;Qize5LZ{i0u0;H*6Fk^INSDT@AKJAL-Pj|7vV<% zr+$CWe(n*)BHNmZyHz2vZBmMg#Y$r*PL~Fmn8+$Y{|BL zDX;3pZ~gded$H>mGcUQGouoA>ziJ%+TXH24wnq?3z}% z2z)Nu8xv4}rO4D@iE9TuVr1s!`e4nRpVz7KEd_9CJajuW0OGn2Whs*0+#|=i6#Y0_ z=cNWd0K&McyB$oMbt86+!6BAIE8M0VE{(^j5@`y3=^`+J*3{jzPDf$JI26f%(F(b; zyTxbsexuZ>!&oiP^+okI1dA?k@#!G?0A0(8-#V>dji?fDl|cSsr%0Rzn#kpE8RD!l zGs#{(GZZ7dFgJ_qsc*!n{hD<;53#i^8!De7~em9Nz;InY6=4(O2MtK!z*a(BkXKlJ+q$2nT?owp&KcjmLMx0cY zZRMvJfa*3^8Eg#P|3V(e@{eg}{!y&&tLUIj{@GiO)(gu3W6}g{K6>_=u+40n)bDw$ z3VPW@&T8WS1Al&{lRLR_I_s*hTCAgY5{=WQrBM#3l6CO?rFi?p-!393XVXMIEoz`k z{vD3)WwHW=*=NIH0`tM&?CF#%Oq|?l?V|XbVGvP&_Mu@XWrQJD@^!)Mxcbw~)-GuK zT~+_4sJlnVYjkdx?)+})P=uhk>u~aTW5ker<^Ke1ujy7%MDSiTGWg=Ds3qmfqSUPM z34`&lSz>8#ykje0Yj=cikcR4hYCg?xd)3#0{*=S;%eEwOvyH%yOXdQ&A5lxcwbbtb z)`;^~1?hG^!L`~t9=pkGHCj|p%@Q>vP0h$&@&Y7C2^NmcQ> zfcLNJ-~h5$6}gl&@?pCIEhg&D5{7@iPySRc@8#*iw;n}o?WgY*bVeNY;;#xX{yBDF zPJRzokX9IAl>rGkjjHxco6?;s>aEdM*g&_~?fWTFDstACJ7&FuYdCZ0h8cm*C;+(4R}LoX=8 z^sn^I6j{ObV&aQMY6$n4voV=>RrxV$*+mV?$7ul(MWifa5usItx{`c_n1{TYxV+B> zicJ(;qrP{l4L#Hw{PMdub+ylwF_qwrpK+M?($3{?Si@=0%*F|Rb|j@b(IkvV2vFy~ z4^ocdJ^R9{t>Q}Sg*nVd4mK5jVJqHjA|=3CZxCS-?&%iyWSa{PV=^hnHB{{v@k-$T zxQ#AJn2t9Oi6fmaqXnf7*_MMm+O$S7@({M)8Fxc|CnY`6P#ir_BP7Ked%w&a7<|Mv z?OjBwJuCImkC=8wNv`sj(V=Goa0kGs@r$qc|M`OXan&$XK6$Jsz8aShG2SR+TV8NE z2rL$9U?=*GBT@CM%Co?jb*&5KW5WHuYQxZ|aCf%L26kmbff4Nz30(hAI0!u?Or6P7 zLn-)TqNnwbDh2CLhg}zEh!Qk<1?D#=#0gnoB;HG~3u-b8#43jJ%y8x%L0{z0HJi_Ck&&NXzrvBRc3 z`B~m+Z}Dk(5=ASQewuz#;Ws0HrCc)AXJ#eS6M{-KzjXOFd;OP0ulnd}XG0Srx>_4Y z-nCj67zt(#ORKAG@NtBX>I{l7ndh^3!H z)Fau#m!Cz`mK2sU;M*{5-Ny4qOH`4~fJsY6S$!Nt(2tl^y}P?`#Fhkr0u9=mTg>*Y ziKfy7SEn{HIT`h)IO)Ph2k~0fU7=3Ys5kj7I|v~jUF3NgU()i8>*VW#WOnu}9v%1P z-h&LI7Pj`Cth1WaOq?$0w4#qd2Yuycfhd-~mgzr*0P&sYs*-JP*Vsd=7k1hhUJ#Hw z?j>LFHSQ+<%yBz217nI!1OfnQd!&MkUpFfpim|9y;ZYC&=O6vOGmj7Bz5uwqbjPh4 z?06;r0Oazfxp{_xbS_w)?@rL^wws_4yM|)lt(ey+_HjU|-`!o^B)}mPFPEEeV4p3S z-Bx0{;^Sei*kpdDXiwj8o;GiabC@sA2^MkhjNvF3IJ35ELX5*_Z!u5+-Ah^}SRc1* zSDf{Kj4xnX;Jc$!C0DHF>2?eQQv9<-%E}I7O8DRhf)f6>YG-VUaRiJsj=kL8C;*=0 zw!@tkojVNAW1a^re7^)uq&B-16z93GR+v@7_pZ%~B zzIx#^9|waIW8q!>&Ee#^`ilm=U-h}d7j3M!r=N46cG!z<(?PcqsLcFd0laJ)_Vt(( z)U}WnUW@TzP~D5JLL9CoI2d@8II$we^Bb9`sL?Q(N2?Vy?#!RsHZUea=q=r=L1Gyi zVrPJmKhmA(F&#dsNfci8uM}?thVHRmeZ!JQ5S~4d$C>E+?tJK&RZUc}5&ZQ++&bxH zRX0n43ETld!koofOJW$T!}hqhOHc?J)aN@w;=?$C8&z>9S7LjDeH@!%cgKFqB2V!} z%>V#bw0Nhz$vG3au$lG_r(C!Kczm{|-dXGW|H;hY0{HGTTC ztGQJWo|>JhFiz)s&kX|=P`siwxYEIb;$l!}>ZG`C?{SLE`B2XO>4)+5r`k?~?=r0c zk)u@#N*iJL$$ zHybHv!^cyw3rKo}tjK zj`~Zjlg#YWFIq77Q`#PTts8*uw zryHuUV<4{*jLmm5Os72xe8Kyc;#VACJ<5>+Y(gCFGk`BTB`~LB<8v4_(xI5^i!m$I zh5-u2uDn`_Y&ccFuga`kyLj20YQ+8+Ap}TrUZW`Pz8Jc^tjVM9u`Q>JVmPd*_1uh(qku|9vCu1@-dq039 z-K`Xw`p#s}j=capeCE>#mPW93_g4NKAyFeD>*7OK5rj_}<_C2N$eZ#aT)lvWNNKBH zW@fsTe*Bm|f$83qAgu^20PyFY*wkiN0_Dd>e1AR1;B429N0g?DS)MFy&7TZdscN4C zuy&H7OzbBB&D|Xyi-Q*@39FAz)TlWn4z){^gew$#=|h|iIW`@E;f}3aIe>Fk?FD>o z{Z#}&#vI!)fE^1DiHo5F5S`x}ATq-BwM3)Ukk?d}3n#{67gb;{hsIr|ddnY@%@%Sh zX3jbO8gJei<1mR;Nh=O2ksv&d<>QV@zqnh-xu5=xsj6?W;RHuuSq@hp!BBez2=qTX ztMS`R0xyj40kqR{_fA6-%x3|1c&a*G&S_EFM?g4lxWndb?o=0wX*jBS^y84>KffT6 zQJ&^A9h0bPs+7BNzwe&@YH{5nhap~fj}&0`#}S8D2rrN682u~LBkuQ~c@H;@i+~B3 z>DWD-M(6f1;C`b2g$b^$bt#M8_zIg=;r`aAgJUL=%E<=|Of3BDH~=8ltl{fBN?VfI zkDwb5;{yAhSdVvg8VJCiHUgtzLNx%>7H=-5F!d^&lf9vH-}u>`@#FL7&Flo*Y%j-9 z2W~}B<;V8^Egp{)_T+Mw!7YmE?!m@=r<1Au6{XSjokDLTa?0)bFN2XhKDV7TO;~-ZSW7jZrcrbH-vQ>A z`RG5nXwtC+_$4)6%j)F@n0im@3_MypBTRYJ;w?gIcz6grov|n5GJb^RO9KF_sJbv# zZh|G5Ckg~PUzlimhtn^h@RHArLru19D=@t9>xYXuE94uHi}RFaZs}%DvUHd+w^UqL z+*Kj?Y%>zEM1l;A<25pAXZvwP>pbz?-M}xm3*JHN;tL!Laa*|4^~E|Ki`fk1sFT5G zS8~7*8Z1o32gs^<0T;5zA+0}E(@T$nrME}&)%$eDPne(=vMKBeKD60H9tP#4&MF08 z>pdra5%@7!?q9l9xT^nhF!V+&sv^I^le?~R!b;Qj*qwrpPSo=S*|4i_=GJ*z5 zD31Q8t$7qg%c4XlziLPwZ8@AHtOxJ<5{Fr02NmQ5XOSr`MTLg!3K@4{apy*X@XW-?KH1`+P^$rY;J{Pck2k`D>sf54hA9|y zc)+fTz}GcLT1EQ~Gy5{v+y}U5!;*&6$M`Crtu>iX#BAL0;n^SnM?6GO+=!jX$6=!V ze`;MIr&i~zQ0H(Is^Ru7u5?re7j;W)JZ-$%qh^W&Htnzc9fP^>&vSGiOkFYR?*kJa zS7+`50u@hgpXA2mRiBJrUxIgc9%s9tu4e67&HG(078zy) zy5fb(ep^Id6LuFB6xXtZOA?(?TbD}G_(+%y;S_uqs_GfSnNA-pS!N^X56nh|G|cSQ z1-iJFJ^j{&6fnF7Mi$k4Li$(P;poFibo+{OkAd@Cbn2_`n08!P{i$eByAqWEM|C@u z)nCVM(Mj5Y_5T8y1WMrDuZGxJm*Vvtx~jj7U1EIF^a`pJUoou6I_Z%SUeDY5yThmAJem*xyg1f1;>628KHDS^3-?zBWgY(bqN2AH~4Y-Y_d}cx67U>8P~fV-+iRZ;aQ#Gm5|kqgKmB0 zJuMtIln}{tJMI&lHpi)18{^bCl4mh2IfDM_X}GNc0AHXZcva&|iMFllZ82b!A2eWG z;Fb(>I&9-aaFcP*@e+kxOpP}_D`~hMO+vU|q&Av=C6#k-2~*IclsB}#W6ayLOFeYQ z#&M@CObn}kIf9?TEtQN=NHY4vf~8wZX%t!}$4u(5of7Q2%q$PgMR8sz-lU>_v)4Jy zmassNbf&m;cBeLL8upz{0goq4_G*N9=Kio#>wRI;oK9s-BqOt6kQFuF3;a-iaX@E; zTgW##$TLfLhpPrO9QJB6oGd;|7PB^d{p#+wR6(Kv! z9o_xnr&EIa!91UUKGR+y&?(lj-nWLg_rGU+Y;;%5g+=-qn4h7akMhHElafuxKhq?p zqTK*}X1M_kw-@VN-O9^@y8!T|R;AXz=~!3N5+L9?V`gIp`P`f05QfncDE@M-P_fO% zi&qH@`MiI0E zQ~s3Mka@>4aojZV>sxa(B>eP|#o86O#yOW={{p1@jTPpEq4g~$o}JZ#ZAugR)t6iF zW^B=Auup$+)*>@(DHz(#-#?hn-8bftWgwC;+bhRfL`qiCd(?EDmn{rKuf4_*7ZV+jvE%ZuV>(R5Z(Cl#C8q~7)&ry}nnEpc6Ov{o^4S%=kQE(< zI!tZ9^j!-+z~Gb`O~0CHLT&fj)1TkUwFMU*0e4ptHx7Jq&%Fz{LNtm}-vdUG(s>LV6xO zmAU;&!^1!csfQnmI6puIUfyHMr?B>G{l+!DFcF+V+Lo6yz=y9`UGfp~AqrcL#9D9T zcLA#mwL_=BH83_uf~_m_e1wH9E4{(M(C_Eh93w%>$@ZwC-(1V72#OVBE+~JBM*UGY zYsV%eOxfx6yvVinIYu*Zei;iC_I2ALnh8U*{yS@%;V`5u?Oq-0{d zi~FcPml!hlke6AjecdP{T z!s`Dtb{1e!wc8#yL6J}arLky`l8{zPN<^e_0O>Btfk8w_RQXUy|LE%t^cA}$$&K_I9V^(Q^=@VCo`*C0!my*PBl5U+ZWOPy^?Je{b1KMPTat}&)~?BAR?UKeuwAvIaj!@BeEs!${jLUsSC^(0A)jdhla)G)@KP8n_+gtJ3QAf z2yeWLl3^{-8Nc^;&~WaN)XsqWGwwZgqI9SGp6vh1@coHJ{0II=9^F_#E@(m&`_~v@ zkQCclwjjmQ#k7C_UgCg8Y&SO}e(*L{MvenKFr6Nr{`qg070(9x8eNUGrAqD~yGBKJ zPKm4Xh5Kmj^be7DTVOXvJZj+Moy!VT*$l@(z2f=6B0MdX<+=>}x>8gdAbUe6vp3pP0cex4(fNc z^lU3P0m2m^x=~ktjY@bfrb5>90AO(wm*V2@$qdcrE7;uYp1*hN;=p|9-etyReDuB! zU@-PqSi&$*iPBA@b(n1cS~r95D*u%&2vB?7oOtJ`!>_n<$m(&_J3=Go7ME(W{hL4bb zz~4VwdXKxDlXz5ch=ydGu=2W^xs<0of7&+Q)276|77J zT{rwr+x%0UBM_LHKkxZ^l`9i?+z-E|v))h~(=m(7vb^IO)y{z!g=zKgl=1m$XuTB3 zu54%Y@yeup8FiLIA`zH_o<{_IBp&}0q*a!=l@hLdVsqskEc6N(@@*Gu#R?l`&A*9KnAtko^eo5zdtlFLgtww%Q44aaD1LIOEcW(Hr` zn=c;_1WWihI#j7!u<2>52qtrM4cd0$*};#rZ+5#jDp73f+xi!l@9+TpED*%1&uEyhwln@op7DoU^3y+{}PHBME5Wqk;0L;d`a2YnkQl4czCs!Q*}7UkHHI?)mBv=6ZmP zb^J-Fk^_?Ao}|NRoO$wPpbKtrtA`WUuJ1PG;+Rm{VzqK(PfOd#|7#V`0&S^c#$}~& z=K~=P*x(j>e!=x9&&`eDXGQEj_fs@wScGgYVtxrB9!juvs{*gYO#9V)rrDF;#B0qr z$TM>v#nJ7J-)Yv&AMd%|BnEKk$`;nHJ}6v@&F*~L$>O^MJgexfSJxRNHVyY;58uY9sD zu7?kEaCC=Qe&^IX{&1skPSgBAnYs_Q!HLe9M1YyNsUNmmE_KjEeRkLgPe3Zy!Sh+f zE4%?vlXJ2&ve9<)no~C+xezD;T2VN4X)EqjU-+R8(?qL!DwF616Hm+!bNlUx$|u| z4PZadGX{~)@1Dm8W;Ux3IIi8B65DBHJCm=Vz;g@t_7Lmbxl1&h>QfN=s@CPO2Sg$p zsX8tA%bVLkKUu+F^kl-_g#JpU2>WPgwf*j@VlAEI62CZZd&pOKX_SY-?~x`kxvq!V zS|J_`#CRM=oc%fcnwGeYt4&Hf>YX@zpsB=`zQ2ojeT#l|Y2{mlvrjv69&4X>oXFM7 z=pAL}jl+NCC5nh>g6=`OHOBc@ltkXQ+6F|jQl756L6hes^0Py1b+E=Yp4qIT%Fmi& z!bmXTC$21!v<68HjQtBXY+8bCNCoCuhUm|t^LuyXkBSsMUZFg@^^Ts7VwiZkd!G0> zddYs+aJeoFwlH&sua^l)KH|f*Jl(@Rc;I#HS=vvOWlqwnV_h-`82O%yuQ$b?O;vrj z3rZqA^=FAnw0L#^HS3??zdd4II)}!yFV}!^_0Bk_9O)+{h1{?CvL+OkUI?GaTceij z@rLJRICi`-vieZ(F4zYa08z6DNJH8u)1&vZQqbk;-zeY#;FeHQG#S6(fu}s^4N3@s zDHs^2uNt=qB?k?8rR9HuY0OH`^Vdtt197idT)V^oXd&QKvIVtRy>$i3KU6Yp8uL=Q z=Zn|3b@0yR5&qh=yL)l{UTrYVn)Jy|7X*32@LV&Qq?lcQNBIMs&!!)va-lySS1iR` zIe*;#;(f88eER{AHl4k`2jI{7*fNqV>?1<@7xAbF02($L@&sR}F=QoGSLf7n8ZxIb zs77ln+tcr{zMg56xxoJ#u2%CMV}|fXI-%cQxgT`?%o6`mKwnW*rNQy+&ADnPjV2^p zcnI2gIi<5Ps?cDJaGJQQ00h8WV48|#g%SMrPAdlXxas#Q?3%g~V_W(jJuth&Vt$xP z^!7x)gyPz-$sFv$=M;^D1-N-I-@?05bp*v!F<@#vx3YaAg+{&0Q}iSfaFh92DR#R* z8b};DiY8BFbHp?`PrG9m=3};NA-nk%F?k&u3Mp2o1`0nvJJg_Sn#x(!1|UK$`Ig*$ zKzpXL9ACyy#C%AZQrm_>rGtUFc0M0y|g?c;X@)koA;cheUksGPp`meg*Xa! zw1$N71Ax3$)_5JM>9WoB+;6qDvjJ>1T=bBWt8;|s`+zEDrZ|l=pyq6ip}4Z{`?QNA z?hGf*pAlN_YHfw3Z8U02gpw50W=}+wPn3rEH^7O_G=IIJc%$p8C?e1)=rVM>lS(TN z$R59^F2-kttZBb(UkrW+DjNB`Uo1(C;-1<(SItpPVPILtaH^c*O z9ld-gw&q=9_gw)d?j4JY%ZaeVrP5Maf0?W|ZHaMDEkdYm%#{SxpRa#1o>SOY~hw9y79DQIM6(qno{h+ zu0sm7&jScGRmN>mqu}g}r=w#Joq;@;Bu*?V)Yt5~{da$Ev)Ss`!y)g8d3I8)$wMnyS(ss*c4LKR?-vPM4(Z zXaW0rLl%NG!o9OLbrj%KQSO!rj~` z=~o?E{(U2Js;i4*VoLVnHP_PSJT7LtnTEnisrL@MBF>&9Vi8Z-z;aYT%#M{zTR^79q>KZr?)ou+b?;DsVeg?*VqLhA z4Vkn7v1tIctK;IR`z*&O_XJaZAzU}wrOmP%>)qF0@YL@bx)XRc)4W~iblTsUTj$h* zcl7A{OOe70Q)IABzgZSuu7zk8jV>fF!}7PU*FU_q(8r7}JoNhr?|K{HQgd&@OubCR z6jTNUJ$|;ILGkKp#CWg`Qr6ga&6%e_STV-LbE+LkRY?d7!ee)~1|nb;l>%2cShsKL z+3?zNP}4l^nQni^vsSZGRO)NlFY?feBiM$(fCakbOriGceiT#rq~&Ygp&%V%v!9)U zGP!BrT7x;+(*btv)e{;vyq>yIf1JRKz!>hTcxrR-fB8bC&<$F2;v~y&43!5WVpO{` z;)Dv$9Sp`aP|QUIAkg{4eRwCc00gUj3AToZtP3kdXDUB+7*4`esQi#gW^y!X#xEA)x-Dwcvt!{oC&p7A3gB9|~ zuP|RlLbOzIgWZKN)M(O4{W^Ja9@?4o%AZGq4{h}t6MmYod@|giVp)M&02{1r)>vtbF(i5|m1avXlHvgF*z<6dBqQ2VZ&t zx9%WTOrJXNakWg{pwK=j7L0EQ-xFm1CS#}P_@M1MBbnGbQjxK)oRVLxe6989s&P+F zHAdi9Gb!1#U%KNX-xODPyEb7xpfPCo=5$)bKrJ04?aymE5D!qAhX`!#T{eG z9I@Qz)3b2p@=H%14HxWF#Xg`op)#A~VQsg0Z5_+E5>Lug?)+RjBe;zk#g`f=M=jkN zrD-CTKik0ehU%E(#_9v*E*h5o9}lE`tpX@HdQ8mEd=;+krnxwl#aBVVRPOv8do#u| zKEdVXZ!>j#^zkFjXQ!TbY2*ns`1|tfCh~3C2brbzlO|A<7g29j`-v*mL1x z`JQ>0rRcepdCI=7#g)=+8G#y7>otI!Ok;htdGV}S*9O{nM&oGY$!7!SxsYO8CEdf3 zg5eGU!4E0?&MEN7@qA-LAuY2AaisXW&WwUaa~D6`NO@X!5NM<>?><*PZK>y+%#qIqEe-t4S+DU3HW+cBW}9yx zZ(;4@j{{h_ay;Z9*~$V9X8jz9n23XBnfnx^V+KRsi4c< z-{zAITWp}dka^2WPK;QeD51Ce%@0gFqrtMo`3c!(#oO>*Ui3xt>ro{7o>Ms`rA;MY zJ=0mGBYpUJv~75vr#6Meoy#=}AVY?hs@lXYxxuC45|WZNW>EJIxb$B$1b0!G&8FRA z?;G6gFz}D)Yt3Lce@mSOXjhSVWHIy*&TTHBalx`Y*rl1It>AAS1} zY(X|;t~51E2{G-}na~wl$60dj^HO94r+2^yW?;POUCL^1F;d zLgUn|xNl!T^7Y@$!pgH76o~HSNB5&M+c%cJ{3>QYu1BBpylNeSVDV?+ueGLkmv?vh zJ$FO))Z5YqhvSc!elw(=Xak)x4AaY zDuR!0$Y-RR@G~z_X6ck7i0`&B#1_QH3)L^F_^#Db>)+>>Ju-DAIOyp{SYn&+tnpLP z!V@wiwds7e@FsbJ{3(tY>I~hTF8Zv|(UK=tq-WcC|Rmc^cA2A=6s^z9dF3`30MOh|}WUJ~>tXZ7QF*d*9An(l!m3 zs~NI^COE2Zho5y*zv^N|=P{Mz$9GLxBxJJ5I7)Hijj3K{zt=DR(z|EODQt-u_^scL zZ&NhDTZSfcx0dnyyfBjE-~ej!*otrHC{%Y2>-i(oj9Vs5*OXGacbiQ`+55I%UFP9G zwz!9FzqJp-DT8qD#{;-TluK>OUFm_Rc3zZ-l^s#rdDn7l^8%N0{vfxJSaxfNaenIu zQ3vulX$iUU63*TEb}+J8dj1={^O5O~+6)r{xgt~WJL%9Q(6*$F`ilz^RTv&2os%s0Adw0q3_n%oh31bag)P0(&u%jfo z#KnSxPJzrtOe6y$CnFwFcbxzEv^gkha`%%Kj63C(_Kyax>mEyPc3$J7OBblkFd47= zc}J!z;U;}T87A$Ac0Cn7pb%I;eaMyPqFRoI4rK4Bm%Hf9uthbex2siq+3cCD^BZb+ zO3U6rDI7MH+J&qr9*Vs5_lcYrk`NR$K~(F~>&-8HL=dICAkZUuN$Bc!^k76T631TV0d6=fXRArM)7&mCacMMl`z~b3Z{q0%iFf3c3}9X{VS^KxAW0+r3JBbu&ZT_jSq0R%y(sdnbyc z&QwuA&&rmB+t3}ohgI+`cOmgJr&|vEv>0?Z{1PY=HMYuf@#*1hzi^_d@7U^2KzV-p zoh1k&uIoK|$Kq0LFv3$JMeTEx1aY3@z-5o(0Ov=w3yRnwBeT%Y#9-YA>RB*O-ZxFr zB)<{HIH#85RRR8rlx<5`=t5MTLPqJ=!i#+4hBk3t%Fhh-qCq*0U|B1PcGOzj%U$mr z^J#2aq-av|UIK$iwRL~}PO*249s+o?)*2o?ILH!e6%8SzMAR>5=zHWvr&O<#bwP?Z zM>G)b=;HWkry;~BPK`SStcTISF4~n&AO{>(_4B~mSyafZP<@fJ7Pb9h#oKq0=Yk5e zohfDD-qnRtic<-f_A1EY?#TcKQO?sp%-2cO?NY77D-K!Yr~Zb$ntsLiohHJclglo* zo?Woa4k-U*+bHA>S*VZk8JZUo6g29AIahW%SSEZ2OM&V#BB`_-9j({aaMRp11*8&k zqegJ}h-)JwdD}yd5DuePlj#N*uO$zoVJu9nu!(u`^$=#EhG3M-QSUv&iKK@CTgkDF z!^PDgWOgo+osG7;O_z;q=9!@7k7T2qJWO0hjR*EFRZiE7+N{(K9%!oHty4w7Mw(f zdoN_ed0+c(DDHbm+ip@7U-`bof*S~*wc~2mu4++2k> zoCr12(WIw!XlX)o5s4yEacy1fFj?}UIEnVt!{R%t%k8NfM`5VRLsqTzJT%Mt!e)O| zMx?mCyZDY0i{z09gsI+R@DHnS9H=-(qa|$syr*Rc?Zn@!c!uEyTa<{HDF~k}35^Io zp`=|pDub^0NP+=nT8vCC4P#zoK9RtFjHsx$UMABlFyu_Eb}Cyw*BnlgP4Vi7^uP;8 z6hRz5PMhvbzFwt*Cv{*`b@iODWu#j*#&p-Y zsG}(_u}qSpY{@_*AZpH)MO3+<<>hit8Afiaow+!BeJoDBjmJ9%YL6l<6YJQ~+a-_( znjGIsZ9Xf3hVoB86Rzz5nG|t3!QCh`vnN*JK$7fhyl+-3zUWqX`Af#^hy_JiostUW zp6$kSGfo~TyMV=*5ZJJ94?IC3tnDWIYC|-kL=o zhj5lX(a-HYV};ODt9+yfoZ%-MVVWIU5%xFZ=;p!#KGuGx0kEZ z1DcbsLb!T#>okFV4aPt`mu~ntQxwU1tWL2)RCJ8Gu3Tw80)=&7%Q|3gHM+D}!XD+3 zxWongH$;(7&k7ohL?~#T)%b{N&IuJl@`BV$J%)1b!jkq`vTllu?2cI+P|;}3D$8AN zSQC6ENImq9mq`o}^U_rZO4mPTg5 zYcf$JzTl%!w5YZeHUKKo1305&(e3Zj8K`~PNAHcs(W5~B!@XY;PLco$(N^5ndw~!D zBPFDO=ppcY&UbrSzR;aPcGDBEN?_irwlvW)_cXHDxq>=oNQ$f1#tfJe#Ajry_v<&j zxsO4GVCYi9woHa^obw+>Oi^sZ_~g7F=s<(=o=f!?$bz6%+Sa>kQp+5m5- zHzpl(k`A*Xw{I0u?Nw0I|F9Vm7B_EGb{2&NC_qjsLnU#-m+ z>zo`#*?Q)!)TS>=QjYE`6#o$;lkpaG5pZ@+!>FZ-`M0c1tmef+=QW$ zN{yU?mM2x+OS>v79g*o(yCXB;Sq|Ysh=tCY4H=u53$L6>WC`l>p`T)#j3UGIgvLuX{5~tvEinvAt z=7V&pHwd<8gI^WE-VwS_rUz4XUz+Ci@)_SJR8b7sNjEd?tNk3Eh<9tq%tF9i?H$y?9JH#YK zuU);0j@aNpLx|~_d&y_=UI9H)-e(<#<>nhR!@aZhT&G+T+$U}J2@j3P*( zH z82_TOhb1m~7#0QXHm`5ULR=y{Sxvk;KPyy*kw*|4+f7u)fYST~ZsIvDF3*O*fej^V|_k5*&1`Y5Y#*&(yDLri&NpUM6KF)`+H<}_?LitsoG5@Q^uFBLp z|JFN#i{%B*Dt2Dzn$g!#)*(xq@ewPR4n3{I0_l-q6_It;plA1gW#aJiSYFu3l+ZAD z%_5S)ZFLFvd7v`)BG*S83tbbGO*U#R4pfc84$Z-)Tvv(=@;VIMJo9HyzC`ykoT&5| zF#C|6W_P6^A(N(F3+u4S+KIDuW#_R`^TW{O=lkje3?Ie57n-kF{W)x7rOP#IO{$(%S13(dy>$21#g7rAU&rto2l^*`wKku7O|BFR6}7Z0 z*;K4@z~ng^w!6(fNPL~&n z)AgUvnUHY_nhUuTlk}-2&G3ykt-RM-4UUKzvl!Pp4%hSwtErgYZi6cUY^9E43`li| z(Bqw5v65KZd%W-;x!qdn*!)iUxXdAxK?F?IJAAl#s=E%YBZNd_n1^O5ZVJoa$~6_hmvff_hz(qh3!^&FlrK@BK>^lS3l{l~M zHUu75s?9fjx<14DrZU6-5(E6>*TxHXK!oB#u<}LOzyICe{`%kjbh^|NZ>-?@$MOH& zJO1$!GwE5ti8{_czrEzw2(mUv*RgwnUU-(z_Wu2^Ki?VwV9o~W+D2{u4lnoy!~muL z;`8I50`Dig{lh#hkuMi~?2d9AUlw{4G_DetdsH#}T**I7aN>(;U_yRzgDz3J;GM(U z|CM^=Ap)^j8h>q?ve1I;H~>C11C=;olazK;Ehy6vJ>JfdBmoKQc`75&=6J*t4#c?v zbj*K{hH>4h`6tTwH>JaW{Yk}k?)lZQ7q3a=$3WEv2fO4tXwpfOh`l%KhI5ash9mr9zcoC_MYSwBo;h;2(O6zn`QcK3jN; zhPXYg8XF)~cl#e0lh5H$N)uoP4@9(+HpAyLeX078)K3l<2lFJ@Vf*p`jcSnreDve~B=8$#b9VIp+nM6e{Z?cnCw~+Hx7kEg zCBaqUU$MsNd<($Q4I@fniq=k7$pc5^@B+}5y*R%Ar}RJ{;1aI_fa|LRP-m%HO#(J% z1azbO`0T*$(OUQh^V1mHq4AikyA9fh~(9-v=0 z(|Xf@7_r~VJsW&i^LptyOTg2Tkcn?Uv)<_k%7-*-SPXP}D|xXEP&N!xLWG1K3~J%W z`yqow=&Kwl$p8W^0bHwWYY*6x4`pBCr*@(I&t~&C6IxUOLu@*f#_~M+YJO0-7`8+3 zU@VxVIgjD9bS!9_DOp0){+lZ**=)KJ2q;=^pzFne;mwEj;5+^pjp&$@jL~L-oba7)5a1(7Gz!=@Ks^Y=4Gz z4cOhyVlX64-0=|J@*Q~m+y+qgjMx|>u&Yz%K2Wd5Ye5rqu#K)X*QIk%ZwWX{yH)7}ZsTU@qriJ|!n;qUJw0`fOn zhuVApV5k4ngSZQAs?s0WQVXKU_W_Eke=>_u1@fP}?t5d#5&n2MCCl|;f(8D&s}zA! zI0IK?P5OhT5|ZT5e@|BbX$ntyLm>k*3)`Osv(_SeJ6_BQkMuH60+p-V;s#$<U+hY+3sA-;e9WqC0LTO4 zj6iu1<5nUeen@&XfO#dVVPQsmZ*s`93b5Q&>%i+lj?~-z-wE-5Jrl1WrPm|C4>^op zUd}HjW!!HhYy#d9!!F9_v;@pdfq0AP0S7h$4tY3-k6BObH6Rlv(pHRDQ!D@s>rB#y zm$@)tN1F{!urZAuvVayd`FeVCq__J}e$k~E`f?0VbWH$rp-J{RIl$}F!lzf{{$j|> zq{dySz{^h#sm6wp~+{5 z2R9ow{T)D3Yog5dU8eGuLzFJ#_m%3Ul92^byQdXEm>L0q%DO^pg+Hf1{1#XD!Fi z|mf4TeSo`d=W+QP@15R`dRoIXHj&g989b!PnOavf>NF%gphkVog))FHVJu z`kd~g2YhNwkN*2Yinkj>o(r!D1`LI}DF5Q1U}gZv1uOagd*NjZB4}1C`cEV4pU*dT zfUTp2NxI_OzZ{N1jfMa@ct92I^#9nNfqepn%w2Mg>o5MwFr_XKNaJJ44xc&x)2;gF z^E`a`ol@MFPpSWW?%$P=;9upT0#}SAAVdGZZ;|lJjqk_XVCUH(6LsM)*QKkz-|$zA zhYlV5FO$_jFX^AAwNPS!s>?Cw-TU&_?**kQr-actHe9cv-STI^KLy#RGDVLK-~JCP Cii_9) literal 0 HcmV?d00001 diff --git a/docs/_images/entire_verbose_log.png b/docs/_images/entire_verbose_log.png new file mode 100644 index 0000000000000000000000000000000000000000..4ce2b8538eefed374f7596a3da0fce6e6818c615 GIT binary patch literal 580095 zcmbTd1yo$kmNtxA;~HFpHX1Cr1_3%5Ffj43L{(Td#X;;W&F`@Srn!>v?eJu5z6q!r2ZUW;#32IF z4TR)sl0~8C8EAEdRYftmNt}O=f=FC%pI!Ah^V%bKQy{LpUKgCYV^An!c}1apQWzyFj@%Jz#ihY zGo6io0b-fp3f)L#Sdbe2779ex3Xy)ocXA|Im4*DiZ}5OU!~?;T?rkVBAxlKNA58p| zUk6Q$;e{4ad$9av&@gM`N!Wc|Np;Y_|EOQ2$V$n%37RtrQ%&<6o`O<;Q9-4;2+|Wo z@G7U4BuLAtXQYos9K%^oAlL1uzI^M>D6kdvuEu5%BjV2hI0rErQlcDPe9X^>+3((l z4WZtPcDfE44EvgilGmLB)vK04HWZ_{w2l4p!h~xBUej7YE&mx?mL?FOkQ-wXhOqq| z({8J`IU|%)l;?p36t<4uqhljWA=I;!Pj~GHQV3FIbtc#3qekUVGV34!KO9F}*A4Te69^tY})Cv$>n4F2X@6C)9Hm0xws7UGJB zEz$ZZye#}_pjaS&piK8Eynpjnc3vb*rX0UgYQzY!gWs}%Gzt&geZY|%?tD*_FUA@2 zE7K*|!6IZW&}gN$e8OkyZ5h$q74Iu|Edcl9aXjRpGk=Vdi`@MOg}B|P{ugTfQGy{3 ziy!+Y@8!g`;{jGX<4FrbCt%LV+(BBuqV2rjs@yK@nzEQaG?~pwluXsl00`% zYwOr-?XDw10wvD#{+andX1gs^q(dm8-*60MI;aeP01l%|w4l?Ij;l))+Q zl_r#(D1EN9SKdt>GO49pOgj;d{&+p0I4C)&IVim|yu)y15{})Qv?V5yx1+EpH>Yq! zZ9;udZKI^DOs~|gysZpfTBkf;dZx@<^(1$jpY}5?08i4YJWa_eY{|JH-n?;kO|C=< z-<*UkQ$t)!s3JG3h%d)muDFD|tZvrrsBVUC_IS3cv~z~ULd}ASt zY)aO=+tb~%Z=`QhpFCehpPZglZ`bh=Kf$qX;3wdnFgNL448~f2&`&XGTB+{3=s>gH z(Z#f3T{I1t#LZvRHmzLLFYPg6YW!vlQKxK7HIg;$bSUM{=SANhv}R&$No38ywr;s*{I=LVN4BV6 z*-I4hoP;SEY?QQ1J8V46NB61BwCqr&LB*wfa1Qa9;FxW0zkGdpVX0sVSZ!8)_>-;L zXc>EXZfUJ9e+ha)y0+|RtF>&s$-@3(Rb%ItFPAIl4yO{=H)jz-UP9>TW5VSSj9?EG z9ONpZwatRP-;T8QrB3b#<@*G?JoC+6kGpVXXouuUF`OJ*=@B849m6Wgt>g`2Um`QO zYt42nRAE&sEeemFI7&5tECUe<6^6_H~9t~F5YTZ^fSO2>4e$ofExql5d-s%O}J z6X+0D{~JDx8)N+=^hbK>mUPQxptQBjq&RN6Li`mU8>f?~`ThY~zDZ<9f^h<+xP=r| zVR3N1%z9fE3YU28^T*1u(KRXeRa`$k*?0e9>RXe!5tbX7_^~m?RwU? za_?5-wtNk9rFeah`2*7slK|Tsa2-gGAx$Ndy1-zMnHb7N^(dvmTOvz9vqmXMu}u*b z#C0Lop=?eC+5*)Boj+<1dUg^9VT(+q(PYdrkC>b$XH0r?dpo6jitUQoWI3|=OrCmh zM{v_k$Uc2CVIQx}VDnL#KdD~i-jmzg8GZDs9A3e4SRa$joM&A(d^>rJ@qvFX{3+5d z@@=Z-mrGY)(1TD{_fJvlh&lQvl_9!zwLJwD?K>l8m&;xqvA34HdB2b9l1oYM46D_V zO;SxKdsn`@+$yFO)Y_M>MmIxG$~Ve|WowmL)lWjr9*=!&32akrnHKqT?3HyIjh3s) z;ThrhiGqn9rIBUW%I!Minm$g#8^JA6l=#E!-b)kIN;Z>!jW%h9=&*e2tEoEsLxM(dBwzbxbl~`XBweuQz zbZH;1?LV{Jt*#I^cRqq`3#$WYg!V)i~=gTs1Raq@S zhw~lR^HU){Gslt*<$BvJ^UwTi>~od-)0gEckRE*Wbh+d0Zl8KiyB{Y0!2jc|=Piae zGb^*72!`L%E8*eb%;0PrN0vgi!*SH-tCz;x$cegiqs9GX)V{5*SN?O0c9;%QoAyiJ#pqq*nN9lh_7ia%o$LLh*CA{V3O64MU)FQN z)8XR&ppLlCoOi?f(hdF9a=V|uA2^!WNZdPuZgrlzI#}BpG8h{Y7#>fyd>{3g&y_#* zSh+pa8-_{-+HNm~FW196(K_JWnhR{96^p1dr=w2|Z0iRYg&X9|sMQbTtl6FYuj-`T z4!?>Xs#2j-H`XzGQ?Emse60PXW(i+b-T+J+p6YIGc?KXrkz}MMVJs~TMhi;AfkA_# zgF%8);Gi!UI35`EKhj`eU%~PJGpztl{Z}0bFt89aFsQ%kXn?MNKCz%5NcyiU*qlJM;iK18JM7=u!IEYs%T(uWMu7NYU9{o%B5Y%CM8eL%#K1(xhd@F?!eeh}%%vdmgprwniSh5m z9L)h z!N^|N#tJ0q$oF3l>o4JdE&QK?|L9Zwzxrfm`ONvRef~?)zli?12`&XA2OCSLKa;3z zZRW@a8tUI=|4%9P{}SV4W@Y_L=wEaHr-a(yO8jf?|CErmHv>(C-k+iIG5^)Wzvlf_ zpNH|!!~d7X@XwX@k6h4F<3r$K{Lf{}hj1%puLuSv045V^oN&+5<$FxQlfwpM;*k)##U3q z#(v{tTU$)a%1W)wI$Tu0TRTrbJUR+5E-fo9lUb!z?euT%wVw(9e^n|!p$ecmRV|0POc&!Vz9*!}*jV#J_7x=>Zy z?c+#i`h~~ciA3XyeZ`j0tLor7(BVKN;EY}KezsZ-m*Ksg(e(^~LCQnIXAk7*m#)xg@PC6rA(HZWy;V&~ zcctfh`a$1dsUF1l?im&IzLe6n>g6JQw9L_8>fljgGQP;XS{I<>b1JhtgvR@FLH2Yr zeQHT)Z^TjUd0c^Yv*Lg+oOO-Vn$BYMY1MU`#c1@9OSfG#g!m1>U5Ib}!(#US^k!NX zT9Eq#-@}HS`E*ffZR^hW#d_VYwb=cpO;_FMgskT?3&YvX3RZ7Vz6@xig=!ebv*xH7 zFN#jV{v^Nc@L-e`+3dBbp=8;7!2sjwlf_N5xt^QhjKv=x37x0mmUQZ4jMv`AQzltC zj}gorS5oV%bg4!O?LJ}cV$a`>WC&BYn3baYnL9TwCz$sD4B+&T$_-W~4R@0Ku`IJvTvi5oVwBK}pB|D+H zkGWWW*a6~na4SZqpv?@U`=uFv-G=8hOyAQ*(}?GMlkPO8WVazkE(-h9Z2P37eruJ= zfBg6!S0pOtJpU{|QE%9Sr~r?idvXuDbE1}m2;pfSX>rwK>Q1L)x`MiFR&VC=2sUB0 z>K-`4$Z%dqOSeMI)s;W9gRT%2w0fa4cG+(KI&2%>X51D!md|7@zwU2Nd<+?7R726KRjq z5)(xkJ0A3zFk}0?A2wkla;`CM52r&=-v{Ez&1OrL6XN6ZnUJ`m^*`{svue4lI?eo$ zCx60Rf&-%l@|oiMr?DTh$=XW^2ngZSj5bxu?1r>RTn-k6(g!Nvt=u3^< z+2%iyV+B3~i_6k4Ui&Z(OFfo8DwSAAf7Lf`NITNV)u1Kftr)XVN*FWK?^;qDFe~{fkI)WB^#NLOD>*LdM4&NxM=}- zUKshah@0E(tSbGe5csGJiB*HuvPxWa4x8ml+GYH4=xFEf*?o$Fb zrKx`HcS6jSZPmhX52DTW-Vcbv9JaVU*6(iuZpY(`JdOunpZ3y`!j+WEREo&-NLPq` zRxoE`d#zO~R|+H5)elv8$7Qcudg4ao@JwkURun7w~5hv@fzrGIWwvF9i~L#<-_BoE$3kOa%wsSf+7D&8hD)ko|jl)|bTgf?RHFcrp+XP_OBy<}|CUI+@01 zvA}gk7Y%?afzv2|`EC%ys}h$`B$c|Qidos+dl^U~vAe%NJEU)atR`(M(?Hz6eFL;cIb`G@aVHWUwd;usRwK$cjXk_pIGctFCbj zf#W9JR(`LtFjQB(a3F_X*!h}RAXi~uRV?|%EK<^;Aa5fhpqHh z%r{Z4p?RCHxQlE*Oy_0#YuO~qny~)QyZkSGK&=JWq)M|B%Scc+UuPmKO7WEf&0?-x z9l7S?ocYmANf^?EfhlM7q-;0tcjyXz>q5Z*n6Hqj>r2(f<7;11Q+p8>Rm$N^W9`$& zzB_Xmef2A&fC`llBNtmF*QzZTAe(;-SnZ4Qpg%Rs)!W~rOcFO9mo0ccn$S$Yl_D2lT(ESpR!#)OB!h zXk{bV?S|j}4dwjb+dzdv5AsE=K@TbjB>#6e*1uRhM%dt_`iYBq$&rA6#|ZlG=8`}j z>Od$}j!Y)k0-v`!dGXS|sAbF9 z#`b>x(ADpUs>P@eVovsCBy3kk9A!G;y}tN+T}<)YUHh%IpSzh{x;hC={k<({>4S zd$Jhc;&>vd&rpt@77mHVfzJkI6uL zthe_2J-I4v@FBz6q#FTQl&rJ2uu4xsFjW+@(A+b>``lH)#_R{GNR$Vd& z-E7)t(~x=VX%iWzspf33j1|cdI&`ODU=^appf!wlr6qC4J{ z{QT?Y98}YERc+{wkUgPjFP)kv$us-XEL_8_cJXhju z-qfm<8MDZQa)Cw<&u6XY31uL2f70CGxRe?4#Hq_4&l_|kI_@T_9>qkCOgzCgzrQ^n z-mm+(?9S8k5vYM4=i&PMTcbv3rChFmEdvl(knQu9s_lOGvHL+HS<|LHF`Dnmv`l(j zY3`Tt^W7<{$rynfU3xUGiE%LZObL@h~p~m^}&hV`% zw%T>T+04w$4y{I`(Yhj3`wv&}nJg*&@@MwLZ^aJp850k-xI6mC)Aa1yQSFWr*YiD( zPq^zbG7C8seT@{MC53*WyG33OL;GF&s!Kz|NM|eA`g}#K=rzbiccY`vy}OCw+r%8V z6~GpnlD9&jKD`_E-yNycnQ*R@`bY$va=Q<8<9rdR4nQegJ%otNlt}6N2SV?>>0>q? zQd127}QggWe{;pr%jp9R?T zbCX{870B=wM>CaOth@W?iiYKQY%KI-Uo1-H4N^rB7YMe9IKHvpuey+Y3{%?$N{dU& z@Msot+pLZ29r7;#S9Tg#JI``&uCPq^0s>6me_pUe;b3(3#Bg|pU3Ff}K2wi&qfH$q z6=M~JAuNyEf<`N>u70+J(`3~AxR;*DF0vAk04eC>u$OA00AgAW;>3vLogW;+A?^HK zp}HrU?6%O?j0swK^f1|7&YGMy{a%DZ zG&=di83{`@YS`vc6t~ygdH6KioQ8q|3M#577!>Q0JlILN-=vwbSae#lyt52R7~A_C z>nmR$!QDF}R%j^Kh+EJD$>yr`^vF)Vo&t$io1LwE4^a2I3VYk!xGVDc z<}}jE*(bJopA)Kjkm+p97R{~D2tmj?4Cdyf4rH^Lf%h$}x^O5_01Ni}@O_F)6afj@ z$=c?EVg&N>4DI!)c2_FqTT+q2%4>}<4HLhh^(KV~JW<#|Rnm4mcP0`xHUgbj+8 z;PX9p%Psmep}1vNAs$yF%7BDxR z$DL(iFTAm-!&5*1TW&q8pFo4V(*bv%bvmn=kV%GJFajh+>a;9>CZ%*5COS^HKKdMp z3lV00U2&S%68z4*CCzr}k8%ZIL4#8U;YNTyc!g}!{BCJkrGf!%>@3mh`)kE&#*3RobfIt%O% z#h3opAXNYdmlXkOV@5h>peRMu6~PnmLz%62v}>?#M~R|@OO|!1?8W3Wg zI4i|92p>ML5IZmE&EyC|I`LpkVIZmAnb@CB=EF8vE-IL%2@u7uf0RrTL4@c(Ia#O? zZtgtDi})&)2(n6G%X?p<=JIa8Ld5;BSV$U7XneO_ue#y!<) z1?DZ=E0-yL*|l71^){N2o~`Vsk^cHPj5F1NROWwYDPE=>LAzI9FoM@$cHfeyRDI*( zjd_hn(|O2ttlp0XQ_qno2{6?!ldFP19WKR0RFowL`VIPddHgW7_%R3Eq2VoKIbBxz z*4Y*~j`kd8;*J!NklVho3$!=)bswk+(ca`MlLrjd59ywd@zAQZuGB;dd8Muzv0DkN zJK@W__kOMCU`%$ddWr{OBaC<&PO=G!i8pRuVQv(^IZ9LnwH&ld(1KUikg=s$x!CM^ zjBD|aL{e|IFP!oX>Nt+(K9h5%%CHrR^@IXY-pOQeG6x0*nQ&SI6MHeUK?gLQmC67{ z^gL+IXfb*Gf*W_T()kcCU_6$AE7a}3`a?c{24znKj+hje9ytACuSR(be)tP5hrd!WfY9(Z4Rjw_&UGJ5!Bd>dq@N9crff)TQl36S~%*ngW zWke_V%Z-DLs?ImA-?IN)0P0v=E=NkKF zOl6|7Q#~1rw>%+OJeSOh<*)ZfvCJNev%MA8-wt3iI|kcF_*2HH9^|!u43ju-iyKja zZ{nQ?dm+PFOCP1v@MU1nm_%|^t0TW2{?}!zAEdFH?5O+hHOMF zz6#)t!C^`caZWhD969wQS*d+sew)0uK<6tSJe`$()aPR%CnqP%5~u5HHC1%7TPC6` z&FaZqz$GySa**%}$#$;U!}JU*MWG+J(q({U|8s?gSzlR@)6VLaoZ?J-pXB zGCv;iPsUJiXen*o5DfKV8?Ja-XYKde-FEDMd0<3&S&)dcF1liZc1})CbT2{y@#`*Y zZYCeV5u>e}cd^;R0^yCML;@y$`{yU*G;h7$M@W#!^1rh3tEi$5|M9?}a(6s}uvIrx z_a~_h;ZYY>&(D#js;1#!+KIGS@yr`U5ejO+8jIbDo~1UoIx_u5swXE7@3i^yMcLKX z5Q~&>ER&w#L&wWrY;dD>@Rp~eLhQqGV<6*AAAV-Qx9G+-4Z(5VM&^-mToWkPk)1tk zmu-S8Obb9=EKIQsQ>D$&!R78~E zpmSac?s`tV`%an>Y57fSjf!Nu44MARCo=PC`eKs?*VXy;-h$L@-3l#h zkJr;ElyKd#?b&IlR6E2bU|uVIezH6H{O6F1;>1{4?rU{&iNYz2-rBs>Yxtb^oq38^ zsoI4|z1B9?R7mdzyVVl)m3{e*znsIeRU?g66bVk<%dyTo0>iJi*Slp)E%VBv2LbXA zh9HLoDFu+XNAss8{F*)SX#W*7aYAetYiHbd+!DTDuOQy7TpXT6p-XGM!%LaT@*IL}ESmB+v#B##l6``{k9NNS35`B!6!f;la}&n+3&FZOu8o7c;^vWySJEAQ zTY_S<*Y?a7oHGG&nGeR+;%>4|b<(ce?9VvbiM6hUI6HQw`da359h#1 z@^gb5FAxH5#h(e#Elu`&$Kx~BK8C;>_@GulECrV7&o73vP9>tVZ(Pv%Q+D?ab92$IEI5qIY$#aRjxBA@eD!%bc``X9t>h(Z3K(T5?x zp7k(JKiifE4F^Xu4B`h=bgYi#YBNX&`($l*vy0T_d*0Mnc_upsB$jgj z#Qkr4KO__nT8(QB(^BONJO(8cRco~zOxKyXsfPZfvU*+Sa#`|)SmcLXR&~K+SW4I$ z0}SrMYW&+Usw_Bi-$OG$Zqr7gr#NfV-&{Mf!f^2fEg;jJ@#rUr@0lrA|MV)Kf-Ax% z)n-6u3PO%UyrHsc3B4lNj8egFj%I$)c7f3JSPOAcjsX+F5>yO5;(~hMxUJ5Q)Ft9) z3Zrj}CYqWUfxG1rrvn<1Z3Vb^KS_p@c46C5h}Tq7udnVjZgbj{*CDO_k%5p2w^CUv z>V$wMgMPkU5N3U^9pb(e%e*~^Gm1ObC^-NigqL%5h{=AHau`k9HE5A2fGjL56;xdM z%;D)bD9s}+gMiAe>Umq4e{ByUX!g0a`HP{;Who*z)e^fsu;5RM)1mh;xDePwa9Vs%!q}3v=pq5_`=BV`{d~%ydKf@SOi%|q3J!wwwOn(PiDD?x6IJBMt-cwfX~9z0 z7AO(t6mIxUVRTvzCB!5b;vAZMp2`o00nEaYj-F&gWf?@n|}F2);cab?tmE3@GM zs_L1J_oGombxL-2RegUK#?**vBt0p~{c`WHE24pjZs@iM8kL0%=ljdGFgq9t1Al*G z(Y6)i!@}j)o%Z$H)Z@Z>o3TRUsg94wULvi2=X|E7T^#83t-3Y%r{r)N4;|CJ!_N)g zukKiU(Fk9N!=>2|4AA)2ELwA7dTsuAng~0%1<`woaAQ?Yyov|!i+C&5?xoba?3yR? zB3YnP;qYq&e7l+i)`3vp(Vo29o-y@fEf@>%rrV3}@~3Y%X+y-0kvfXIuU=b$HmPfCxV z7ff?{KfkSoMn}f^c3d)b~;4Jnq`fUtGPqp@grcN4m`BeU1~=KT4axU3Ga4xX>3JN#y) z>WP4cuLkGu$PHAeJW^e$-`#;MjP-AqVwY%EcjDS!4QkK*AO~cG0A0=%Q29Pc8T_BICW%lRcDd^z_zCA?YPA8tV zyO2iV<8-K%5#YUKdfI<%d4Ch0tqCK^5kvsoPeY;r5#WuE=Y%ZuD2BO+Fqbyip|bxl zhh$_hQ(6t?SD|VRvRuh&+1?UNgp!?}5%!(WKv&{nxzittG`w|rWOFCloYRwT@pV-o z9Nd~jK_FCfmL8WNzsfatW>d0qNe!C$(+sNMi8m|1r@F`D%bD9Vj)b2jC)WMbcd7i< z$+2|eYQt3C;^{yk%;BTBaoP&GrmB^$w2MY@wb;cNEiqBeIlAkg?@{@}l}-Iq0<%$g z_s#xEorLZ;>Gp=Ny+bx@H(@6UX=)2a$yEaQ-VZz}F&n}$Fw-DUb9`Nm-U|0n%50mK z6xm$H`-+~KjOKtg{H^Y2KcoCTnt_s5si7J8@@+^nHXm|zoM>MF@NGkV>UgK`@?2gc z9HWNi6C{N~CiUo}zX|}ZRnOy_8_?Gq&>DLg;JfoO%CS!U>CJq;vSLJL6PEDvhiX?V z9ba49y;iLKRhn0shw3>1(6cG-4-0691V#h4jbSS0=gbm`V#}&W2E7eIgnzK9AHv&* zfC@qsoYu#Xt+4W^AeO8M#AIqkx#gkF3$zG5{LpOs6#`AGi*!l{;`BKGTffVNXUgli zqH(HWUc0PZ?@KzA0gO~{i%v0cDn$1vn8Fv6!^LzA< zMd6){6TK?3CQ$hkfPrc!!WLoXW#HrK6oAs2$>-JLj`HYzb1-Rc4d;ZrG*4Qz3*e`G zZ8h_bU(9YX^I7w{*ZM=eCMLPo&y$$dUi85S_UJ!(*YJP4y#YZBJB*GjA`au}D`--* zbH;(ViMgO{mPwV1U?@|P8Rjo|Qfn?Ub?dKa{TRpQ;j-lydA#$(IAtPmHvWJO#5KB4PT{|7lFNn6p|F6T)A^EH2%~y6`)f zrJA9Cj-ocm(`YRHyQoAAfXx}7Ppg7RPz6q=5>ILNC-|uxdJ~e>^+HHe%hPuzDG|#y zz}NX~#pbkSRWM(ys=;|_UvpP(jErWc;O#YC4bZ<^4&TT=*Io0;Z$R3elX!6vcg|nN zuB|$ogE59uih6DZx;5KptRd73sl;Lb$Z zZhu!H_tv0ft*DO0I*pq?u+34opMB|KIc6s3IZUZtdOlPHxFbxZXV(-8t8hP{ebfSq zB#9_g5IJPC718$PY;+q_68&8|*+NdQTG{=+vcs{WI=J`{Rh*o0NC8C6A2Kp7(RHrW ztc=bF>hKC+U!k+VV1l9wQk6>;3xlPFL)Bb=`j`+g(9lT{*puN2M!-T*khThVz%#O3 ze*#(>#0lW=J;8H7OGCXfz%jH4IAA(+Q7KAYOb#wSeK;(Lm&x;kgoTMms*q@lMY2*_ zfcKe}o|`OG>5K^yH8t)+fwDUx>fiDrgW3%vmpjR`;9wrCB8pyq`sG~>hd_ocE{bZZ zs;dBK-8`l#&d7_LAR2ILv_v9yZ7x?$933gQMfZ2SJss;Nd}!Rv z{M95iuaXwNy{wz3_-o@2K8Tv(P6@rES3f7msHldsm}d<-7t!J_NWKRE4uK>w{-KcQ z*icqXPfV7MH5fGlj#JPPS8B1c1UH1+J2X`PulgG6Uf0g!UF!iLR|H9b&dxU zg1DzkF}62Kd7*0FK8z09E8nD#A>$qYgm$67NHVq;i2s%`pj*vNe}u*Gd|_Zjt+Cx9 zUeZE!_!EDXNJtP8`Wb$N_z=or`l-kOvJT&KA?EcJA{EyFFgF74^3R>?(e^0n=^aK$ zTzm(+)H7kMKZdZa$VZ0t!CvQsnPR?K%PY})6Z|^ssP+&Jl%S=ypAPEB%V+@sidy1y zc#rsd!ZXDZ{wolRxgn}h!RIj;@PPJr$2cb^DifvtC7D`zSdUUb2+sY@ppy(aHi_Wx z@S<1v(mM=#HQ%QI$cV7D^!%me&-W{OReLl@6vR z%SU04_3s)gmG699$jNS)rj)DG-k&CIheeMr9noS9`N^0{7}th#lL7&wO!3A0Wp=2{wuQ8p%LnqBj}bpl~#vms$fCXyEPy?goz+`<;gJ;lKd#6;9U_ zO^=>joSRY2j?Z=l;9R~vfCJRt4mZfD2J=2FOfKDyP{+W0zO?VvkMXkWCW@BucIpHj zywB>jhGAqMHx4*~MO&^++68(Xp1aauPx}1PzaY@cL?f_IMyA<_{1cbq+9UhrknigK z2*7Kz-YSc>9_Hv725tBMu@@7P3Pc)g?zplKxFDnlR&*8{pt*Z@cVC4v4K|%il~^*Dde3X2`1 zbaCxGNuS7BBoqO9S(2be22jwNR~R&I}fj zoMPJrVJ$C@rq@V21*rIN2^Zbf1agiY24cv_VYHK^Z-%Un{9!Ql=FKU(kWJwXFb1_~ z7dR|ajLklkm3(KhS#t)Va9><(5-GuG?n-Rssw}~5pDYVK!s<_tAo3-9mw%e8vL;%Y z-E7X#8od2RAxGw7G63W^j=rZZ<6(h&-?z8JD2B#B}%*8>eAUD%sg z==MLUW|gThcZFj+b7ODl+!HMHD?QT_D>3nja#Pg0?JV-aXjYNItI!Nd88*S0_lt!^ zvmSc)a$M=q+Qgd-cRrWv0KE>ON?a-yS^gYDgV}zC?n&~t$T{Hx-)-P zTyXx{H!b=mYYc(M6yb zg}KQJVPS042_JpCE*ejdloD5)a1_S20P$W32-XX(my4c5e*lB-aW!4N!6vMqGd*xj z7ic^9F&Qdm2XLLB3ji6oH-8M=eyrBl+)0FjR&jr>-iX+2WmjLRWq|X%&$E$ry;*RHZuOyY z^<@4gE%Mwbo;7t2wl8E@AqKGiQbRHK5&+__i8_Y>kB=|c>kbb&%y&is)xS1_@?Lr&g&v1yw^SD?jbJ+JaHcRj# z`+a^HvwR_ajV}A>|6xD`7>k?v`^HP`gS&?nN_@6m>#uR?BgkhvhbUNLj?Fs!_#3Kx zK8Kba+P^b5<=D|cM;SP!)HgkFL=4LX=oC1+G?H!G#{s^Md;8u%a_of6dhMFb=>m%W z-5bI2@wRU@a#4hfziM?ly-5YzK%1&7s38^>nWL?2c{8ropB?Q56p5lwDD9Hu#HwY& zmK#GZl809Fuz)}3i%s*QR9&UPW@`vD#iA>q*iUhLAfJAr+0o`pDT_?duzSGdZ=}7Z zeG3IbxRJyxhJq7D+kJk$y3QD$s9n`2xv@n>;T7Ws zu1H$-w36^U4Y8!x4_v8L+`w-bm5X0}tU1mXe}1&(SzQkVzPbfFtq>IGS{SnIfk&)h zNN+USxA)aAay>EGJpDG65zcBJwF#x-;PA1qpuWGi`_zInXI!|Png-fNth`ZAT2#W#K!oZqwx|dSnZN`!l|R!mcMt_rKv{ zSH-`7uMPNu1LV7e@XbOtwfD!wgo^$&n|)|ZfHdD^XTSwwT;W@Ha+Tv6P;{AbpbQA; z)bM&SiJL-TFtlBFco@Gm$(c28J*%n4)|rfFRYXfyf?{uh`|uvtX*$KB`LnRAywN7z zjAzlZXxaVl8%{jfbSp~u z>wRBsYP0_V`~V52WJ`^PZ82QA=vERyGO@PvN* zT(1id#EZh^nF_9V&~QR&JE#OrlXPdYq7@&wMwc%N9Hz6KaCHRRyKZ>Q`fd=)WG@`&5&v(|52Uq^7jJeGnu0 zc8~77luH)gZAr=V5BiVS8XcT1f2N^pBX^PrAH~+Qh@t4b^=$sPr3Ued9#yH&WKZwq zJ`nUeOd&`)U0N;7vc8rmWcRR;VgK#R3$V}-ld6g2hH+FC=^QphU7|nO&Noc#We=u* z5k_nJEx3&7+f&WOAzF9uvvL#a^@yzr&?(nKr7@7Kd*e?a6!ah05B%T{Nu^3#Zm=-% z*>Q~__W^|x@%@S3nRP%tv@MXO*n~HDMuUi3NiKLTl723S4*1qjTx_vBq;>RowYzDU z50Am6j-jPBQ>D{se)4gL%ixRM>cdf))0`b?Z)-|AD?DnA@mM4eX#s2>RCy4<;9dX-aUzhU~MaotYz@$r{z3dNs{x~G+1%7mR9o+sOZ||_*U&k zc9#7rostz*D{La~dS9t4e8m2#E2zQHJgjn4mkxVHQtpfu`4SmKD>R1gdwkhM*MQEW z3ND)YGQuOIP_-IE9YNo=)Y)ID2WI!3^RzaxfPFrv2zRI}U5(o%XA>HSalo`pn)shc zrKvD-Sc5@O09PLNIukg*;XrK8HM2n<^{4uWg|L1>F&ayz-Vk^}>*sw_^?h>fo1kvf zGmOg-kWXbRQi+(XImU224I7(YLnH0v1UyZ@pW1Z^U;eZBU3Hp>KzN+ncq{(aTW>R^6X~-&XDI?i ztzaI-+&#Gup!KwK!dvLXifLdWj6|QA()u5(-fs|Mf}j9!wJU-=wc5m-zP0V*W|#ID zIyo)F9hD-56vgihvc8<(t9O)csY3XKwp*x46-_3K*v(9Fl+V|@f9AR84xWa0 zCu(vpN2)&l8%LDNYl^L!`cyvk+i2!0G9l#H;;gA$a<~xcJHJOZ3wNjiljEkL-vm#3 z(ZDj63=uX^9p3#RA^My%=^tw#@WX9PSSk%+X0CcxiH#>_PqR`uxm%D700_uUN)c=E z&Sx^V70f;p06k+j)H3Xm`4 zq}X;hELfpW&!h7QvM;d@UE*&LFuA-;tAf#AU1i4iIBl5%#8lGXsxSnVlc^IBcT6a6 zPc0W6VX=Ozw&kc$3|L8P5h{|?KjFL%5>UMeN0k_oP`o$KNlKWlAz!c*rn^n4Jf@1@ zaQNiRKpHq2LWBl-g@Ye6Og*to7G?YDSs41m5r4l-s{GZq+wACelCUJKa^JNzfjbdG z_a=E+3e{~j81T6Ap8j{GIf3t93|`LU|^5S1=Pc zWa-~O)%&xWfYa*W@XQzcm6zwLd*2o$vULVsL#~EB87;|r^FT#okx6g* zSm6+}YULI5Sf9sqW>Z|#Nj>oWynWZQUuECr1vy2J-`r84?p*yCB>eG!W@NKW>^)It zY&&vSvAb^X(Kg}YevcF&7Af$eSQ$DvjGm(MEKUV_%+JblO22!Qhb<;@?`!9$Uiyp1AavSK+XmZ z4hkza(ikS8gFnopJH?g@y?UaTD*aw3OkU=8Ji?0- z>4L@Z=a*)8|G{;@E-&vHK3d1XRJF7Fc6@R2o<+W$7dnI;siLh;?w|0W z>kn%|<&HTT$d9#68OV=dO5gqdf_d(7nQ+g8Zt_ND9mV=o9kt5kQ5Yi0! z&y?JNdx@S}{S|ujO@ms@-J~a9@0I&~_tKBai2)N)Tjf=7B_n@5Cvq1y#bk?@RxqYU z3n2}I`U%fPm*>7Lzpnp~mf<1rOstO5)(~0=OQI-T&N0l+E^c=<*&I5(8&-9D_v?0H z(q9Q><+pufUxZV_wFGa5oTOSO70USH7lp;C`5OzpZW>N-cklt-p}aQb?yIRdq)i-+}4H{Er5qOTTxjJ(Ta6d?<~gdURo*NRg1)|? zuzfUjuQydj1>wHjh0KEbO7TbR7>cp#d-AEmp}sL}wu@T-gxGwwVVYM0f+&roUxQ3H zl=3Tm%fCrS*Y_l>iLl?{U3LabW+xLE*azfT3ZyOcBN?Uow14MFp|BBKG^0nryI|A! zG#xBW{gx5%%Mc76aH}y{Bsu^e)X>&sc_Q`q z;wsze$D|Z)?-$VYiWNfN%rNmAQzqK%fch^}S<9up_WS}k`&qVLhYIk_m^OcjWgnR> zKV8eYP2&_-yVv8mIli?;AWww}{qw@@r9-S?;^Q69;Hfls9y$RBYNX%w)ndD&U;p?w zS*;;KWP)JBzq0@kHZR+L=vF=@2m1;*ZCLB}JIuCJ^d0X%VBz4H{n@GW)^|XIrO5Z3 zP&<;7qo_Tae4}(FBpuqA>Q@V=!K}1gZPgT4PWVFVYtYw>Ny72ose6gOV6t4N;fF(0<i~|oSJd2%5^{&8X@y3$bz<_Q7MJ6&>x{ln=dN8yxr-0+Koc|j)rx_Mf{$T>7&dvywz9fI4g z^VnTWkXfavdR)s=MA|>Hi4y-0V}z75Z%p2=NMNm)EluB5_>>QTkFP@??G=1v1+2$Z zj+GVj^kpf}_$G27@>9|+EhhrVZ}2?SQCr=~L1Tv1Azr>@BqjG-#PLL1sK|#tLmw5! z4m`I7FH(F_?i-VZmqe~=Iz>YzT(cP`skx%5xm3@GO7c?+1=qX$m1OiK=1%pTS7GLT zGq>}ma)tOSdcTIHWaPo7)zFm#jf-k+JnQAJxL#^Vb{Z2s0q!;_EF$5!{W+n@i_ZX`wQ@ce6reE7#+F-H_xMMx5kN}b7Piuwq$ zhuSK)3vfl_FGy9ajHE}DS_2IoMM5H#{8b!GTcot2cbCQr^?@greE*(R|2OJeQ?Lhk zF(GZi6chrbO=la5{fkxCYdKXTzsz`f-}fZRDC75J)U>L;y(RAT{*{-PaHLU;BLj&LuB8dDyCZ#9rn`ixVF8x#1Z!&iskM z8;#)dedHmtuqLX}>&-7WBW(V&vR05ip@-Gd=#ySyjl2?kb!o@Oo;~u>U3T=SURCaS zBkSwAp^VoxX5!>JaLc&K@6Q4X-daMt4rGU{M{*A;oh{)%LVh~9!rn^7aFCoXmzn50 zUYK~bKTcZ7e`%u2>CZXCc{BAX$hr|7iw$$XI3W~rye<|E?bVv@10QL(PgicC;SE}NFD3h zC;KzXzA+bJ@86X_Fw`WRZ1T9uUhxq{n{t2M^(j#Le&iTifE+;_zQ8N_^Rc5iHf{vCV`Tk4WEY%uiGOU* zT~h}6*TT)<8ZK1w<-13_1H=0Ypr?;BJE8M-2Tk7Vh|7L^&ZtGGzk>@ZT5v93@u@|o zr+HC++`-KEhPcm+@b2-R^Bq?B{s@lX!t^W)O_s+{*2m+?nBzSMw()e%B`sr^N6?Amw?EFQ+MEG$q^TG_~Ju^8LYf z8yZ;8%PQfwl_|%MF;J0zR0z;4vjwfRn@^&bIXvet|H^lr-co+$nkyz^b>BViH#@R1 zY?m5Yvq(;^ei_(q(HPerTozHm5zty{+;A)`xtt5_SC_aU?&#mN)9pXmmkM z7JMsMIl(Dae3Rm%q@~kS%FX!VD~>p(_6)!NZ!AZ#wCAy}v5SkA1rvK@hFEdY(H|Oi z{g^oy*vJBYz010Bw-++AeOo3-YoDsL&g199xbBK)V=Je6*ZC%?r{|fX*%KeFJpEdj)q8{@3E- zH)dG30w>L+9*#HNjO4?Ezs!_dh<@24B)mW;x+w9MkNofv^fB$td!k+DtiAvLPMN=c zCkfxQY>88AXyg8$_w>JYn1tt8B5qrXr>CdJo#Tle4T@=BNb=tlCV?=EBAxiR#kyuH z58Mgg*xU&~lknL3&-;O7k_w;G12l6ou?8W=@YyFTY93Yi$m(kjX{FeI0H<&um@;i5 z=p>x4~Pv;^WM}YVLg;7hrVE$X6 z$tJRqpJNI9NBr(PGYM*iEd7xG2bcDL@cHGxmvq3>z~5bLSt_zv2O|DH_7$C$KTX(SL+Lc?Rlda_%jzRbsbgW+ei znF+~ov`7foZYkMglhr!`LHn0|fS10>f9i;)UB5g*oM1+xBW?!_@iVx^s|s!xr#omg z_cf!N@-R!{u%&O|CZJ9VEArs{BP~J2{+#zx@?Ov^Uq0o=^EB+`r4?~uH?y!9?oH+E z6F*%qUw^I+^-7{iOaFK#rVuf}(q&eg)TnZo}>GZIT;mPBZSxSa>1#d=!pHU8Ir-Fpn(&V%8cd~3>Tu6(xVSxa(Ncv;}5>;~jug?)5|7d=bxpQ1p zR`$v7>eRvu4D?Bd{(P|2g_+3Hh`QM*&J_3zgG8*5$xLx?jm+>6weLXP+%T01*DiQh zc%iIU@3x(ECmM7@4CT{v`Xmcg&d?vN)RACt3^)gY4ASx zJ*2UqM-9||HaPyS-3vW`{jurQ*ZF*`Q1;E`H&b)m-jhjHN68&$Ze_=@D3SZyP5en( z6&EQI99<_I)Q8o%9yN~kXH8L5yn$%~wlt(i{a-|(fYA$f+zY&eFO&K3kd^uv;_S|7 zEPdVr#^N+_;!Bcze43NS(Z&lcAxs0Xq`x@|M3n_p2-1ioxp9AZle@~Qr0T49Gr21c z{uM}#(U^lhLbVb}eg`j~;;jL`)gaIbDCyU^ymG#puCjG@Nw!gr-+d&w8wow1e+bX7 z*3r?qL6wpKWUS=r*(@;VM<}|*1E`e30*i>93Daerg{WUERp9CemTH5 zk?{HRw-r^XGAd!G_XWCb7ATh08rGkOBENGK zm6er`w-nE?0yH8%SU;e^?x$*lz5e++g65f(+-$u&8~;4$8ptFyw1^p9PMCwKo*!6vLm@nRzKdyKH0ONB<{$_H0FubCl@Qj7{rgpm)M9AM`^cwy%SvS zaR>4i_XI3jZs*%`9x$@&K#<+=JEpEXk)v>)!T0DDwW8duw^N0cu0~LvI2#3?6D4bfv+cq|StNZ16*3gl(gOZlsY)kEHP0jlbHnvk!BwhyYCe5PQmd zO9RATwP4@F70@T5e#+8@H}>#`%l(7PM5M9TF|bQNd`hNylIwulnbk|AyjYkf4E)uw zQ@1(N;mYQO7w!Rwt_PN@HNZNy4hmW0>cz0()4AlK;IQw{1Tg7E-Cl2IIz+ht0GwK- zg*H(mpco32;#rSC8doq@FjCa>o-1gjt-h4&R$94$v>B3;0>2?uMf0Vbrrk%u2+%Jv zA6EOmdvhB(}7LNdCtJ--fWi+o{s&Z;cG zvvq#x(D!*dRP$>-fDH=$xU}4zYs7Mr<_|zo8i8n~Zp(g+gH!}UH1{wocSlva5!h!F zC^@f8RB;1cnTrkysCXE&ld?ei#FtE;1En7ibv$1LNSRf5Bfg%HE^0fk$BsX?ReWz!`}Z)3bPi$>0rCmMiz?hB5kQY*5P94ds+c$L16Cf3S-95P3~06CzsVx5aV5=9 zGTRny(8KYVx3NglDL04lE=?8d31U(cToFqUWy{cA`UaH`ecQ)3D+4F#50b3}O|@5| zFTiw(f!9}2IgF4#(2q?$la8)UxIHLVFCQy(9<7jH{^XJL)n2o>`_4N|lD|r2dW58S zrd$vLD_9RUrsT_$MvzT(%)849XQU7G32)v5sd4w`)Lb#`$~c(B#q}42?B~SNo|=7p z@Fehe_`x|)l3t5!`LiB3?~HFZD)~CZGjN}d?svYD3%8j3Wkxdkn%VxhA?27|-gLY5 z^I32>wI=Es`4AhoaHQ1~WDQ;@c&}77F%cv@3Wr`SbSz}|{eG3{HQl>=dj>sez~u7@ z3g*RXDX%ZUjy6&s^hMlbcgtj|DRsWp@l?lvE)1dN>Ceo}xodwbUD5YjI_jN5HD?2S zEs_TXklmQfFnDXWTkcP@r=RegH8Qqu36|9zJO2We{4SHMNO) z#Czppl`i~*^)v(`h_t9_rMeY}r+EIIiS_=MHs$kJ2bC%H8imZ+D5A;YE;NRpNksBK zdCSpLgQvwrxjUxIqgOMw{12^`3Fr#@;;ch| z?-Qc2-K}I@-3NPF!8F8I(cCjJkP?Y+j>A#51($`Br)2rZy6fkd!8oimWQq%{AU| z77o31pN6v>dMga5E2T)&E!0i{FT8jP7M*H%C38_Jm>Y#Pp%)|P`2^ zjd6y=M%C{&=?S;0WokQtPWGoMp|i6yIZWAI((B0b8SEB$rBLDhgOzmq#~LJmgaMnH zx08_p*djua`@VwD!}Hh$0m^zWj=W5EwYYljuJh$hdmLe4Omto4vDb_P?T7+C5-KSI zh(yM(^70@zo)2`vVv~5}9@tyF`FEJ`RuxP!R4Fs6OZ@YtesIT_R&-*lh|Tzcmv)QN z`1|zA=ut`dla6U^`Q^+sXgT#O6=s`ji)%sB;4Nv-3xF+KY?$J2wK&G1~|DEGUO zDgzSdHWM&K)?+>mpTVu!F~Q((GWfe)EG#a z(ydF380zXsiKOwY)D=oUYP}TZ=&bAGQvZS+oCWOoZIz@>UzUg?LOH8zl9*|f=B~PG zN2|eJM1o}1$&iLiE>REiQCg~uqU($8b1##X&VMhj zE&I9;`#YlTO1tvy6(gtjvGb;PuSoV&7T3poSyX=b;u2G;>`4oIdcrRr8B#*rMxn|0_2)JR0yMlQ*0dSZ$9OhRudb1FAq=4`#N8ekJq$>!gNj%ad(En z$eBZcQWpCjjhs&l_KFA0(khFVzl*!&NaK1I#ocu_CoREfw<>wNq;Iwyt~d@t3}4#{ zjH`<^(*!j&KQ~0c!VUpy|L7O7A}a`I$-0CMipR<}MrloQD_EAA+JFW+rHY6ywu^k1 zEc`iorBf8ESu~&)%jVNWjbn}oN{wjP)^|mq3#z7d?YDePDNa~z&W%X7>%oW4i^;tp zN|2cl9H?(+(@4ohy`1>qj)(bVp~3OfChb`3OYFM6DckSD^s~0vy}6gnoz_E!t+9F+ zwF5j~5PSsyNr}8_sy~&GH)tI3M>}&2NxYm$k?!o@MK$jpj2^b6vBTC!`yQE!`Q3`3 zd9O|aS`tM%OpIshj-g?*B8=Qpn(^@&AO|Z(fy^W@Mly2(f*qVvhBb+O+qJ9-R*(PG zYJ}a*+$RK^;t#-o%(up)!)`cM%AT9XcKJ>a%hr-nKq$997|eY;z|O{**wr?=9dHkN zXLEK=ded)#u%4G#qUFx>FgmC3vkzwOf2V>SzV2g-7D`=A0uue~YjZH|%=8`fZFft| z7EDHLKSqrV|Ep8!r}49~h9``UA1VS|RMG`hp+n8t`SDWIL_;4@u|O7BOpDl2y!PprK1JZm++UHgwlxI_%fBvbOZ0%3VVlG0Yb^6 z*fsxoBC_l~zxUb^+sV(Hf2O$jqSCx9{ z&O`}b>_7nHWSoRzI`jGZNCKS95VLOM4pINj+^h7(po-Lf!_{d>S$^Amwgc(WVfA& zUu`K=I8afE$#PKeH}ScBT0A5Ur<;GannP6VS#h3D9< zce&j}vTa-Tb=-_w_}z$LDPw}DPA$NY*SC}KQ3;lng=+imH!Fj|{>1gw3EWsg#%Lx_ zx#4uQ)#)j?VCv~?(o$y3th=#pOJ1Z_WO<35p;?AJChUEL#B-4x@%wQ~zEWN)v(5}N z?=E*rFS)qkomzH0QA@0Y$JCt>vV3<~abdTXStkD88l+szn2|5%^F`!@nE9``dnQ(1 zz3v>h_2o+?;sq7shd92d<2~0$Y(X9PZo1lvyv|r}ph67bq|KY2`JIB!KV`okQCDyc z)*^IxT5v)k9p2(R>-&A5Wkx#1CB*Z&C3Q1VpzywZ)9Lfn{V-JD_e*|P`zeDvWagH) z7&0vA+R2qaaTQUzY)`$heL1*V;|k9`eO7#(d#U`i$^Gaexgr&hi&0v7Z~NnM_VU;Y zBnrZtwfQ|Yb@-m(#5`d!)BX!FvoV9r^C;?W6FO^0{{LwoTAGFGklB7 z5M-3=@j>HyRRghL1;^x_O@88$;hSZIp17a&RYCUlhS-?;pub~%xUg%+-*5O+;x<$Y zwHtwzJVgaEX!?;Xw$`F?i#Eza|KN1(%gRSrxrg40x7%zlrM*sZ9Yz{Vz4YYrva6IAEuF(JF#chqv5T=W$eDMG*5e zF;QWee(DVT0s)TRH`RZ!DU^PPSI3vlQ!K!E2JZ&FKgW4IGpQuMwF?wl^PHiY4>gPt z6VapuLZJa~)TS#ng&6QYyhW2dr60-E54m= zJ=Id~ajHTREt_2%u{3U%RkZ(8+@Sgdl*lxXt2nT%@IUuUViId71iv0CXbV2-R~MBf$u z)x_CiJth4tX0A&~PA-hySzkjBnc|e*2xO(xpYu6XZAUeo%z3W^ZE^@w`*bs&q;8C> zOy1S}kw4w!?VDTj)>}u!VGNbHEggG|q^!js7W%63QkWYB(i8`hM{K#~#DNz2RVa2x z_znxR`B?ou4hHvkYHAw=yo$~=uhr7{m9_~)S5izzYFESIV7~E~`ekFGb=P7=>e30g zVZPn)uH6zMXgcuzeS({Q$J`f4L+nf$>V(7AzVjXr^i?^7Pq#(Jg%-N8i^l6B zYUqE9Qm*&DpG%CWaIQ@qQSUFG1{P#z+7e3l+~WYmorE9yJo7GI{;uw@DZ!d&H(=V2 zJjp?GPyZa|$2SXq=`uQoC^PVVEOXHL(Yh>o`1oJ-5Y_&W^Xa;$3{6gi(oK8i z)L_>cwht7U_BtQ|^XSjohjm}m~-bIibLm)0*`=XPK&UJYvEEvSjj|5Xz`%Jfh7O+UtpZ)qd% z!Os=M#dAICT)DS{Vw`FwZ|Xrgw$IiRmZiOOEX=D$c~SQT9x|f^IPC;1YbLmVl(|CR|?>cFf~HK=Y>2viYmIbe@EJq9WI??!zmnkSBrAUc97EP)cD#L%|}&WX84kZSP_>b z5>J-3^JB_~!xnsQcJj~K`O;xw&7#di)aIH0m zkmmK4ks7}l(~L~|BG>A7CM8Xa$s*9HhT}&^F60&Qp;+GsBS5a6Tfgus-LY}lQ~61- zjp&3Nf<$9c)=^u(Z-h<&Io!BSdi+>WP-|NN>y-GmX#yK|W8K=ZdUaT8mZJo+m(G-{AQHN~UIxVw+W;TjZ`O<=2_>Yb z$!7WqCehu@{0(a+x(F9IPp1`PqES>j19MM9)D?t1m&d}WhHCd+K@xW9e zRRgr@p_bFVLb%#<&(tMgmjGF7^~X69LG0a;?SEM!k^I_5p}8bc%e-TqtjyddXHDJ_ zt!=STPe)%aYou}YaUVyf-E`P%Z-nXw%}m;&DUsxuN9*p@U}mNq;%1B}@%KK&u5_l! zFoH|n+XM7c9Y3#g(GF)StEDqlVRRBJJf|MtffAw*^=%QvYtlR-Bl%YW0OGDxWFIe0 zzf6c)+2K8vfVZiy(cXM>Ouy=(weGd*IVBwKPAAPStz5y(4#_wOsP$gT61?D9kA_=+ ziHmT27(D(wW2UB3xx-`BR(A_f7C80()hFykHboGAOX9u^Va+d6Ip;SeuxWNFAIq0C zIk2lLzBAY8tr^Q8ouo&G1Mm6!o-4 zz2eW*fUj3CNB>=a7wnuOMx9|AJpNgx6ft~SsQQ+OI{;v(m#RQbJg2c#{ z*13^J(+ngum-C{3(?{7u(c~t^+mGoJ@dFC=#Sa;aVP(3y!LuMb>RI?I28Tb-`u;Ea z`er_!Hr~CZkY{dihXt7*wvoH>uJQ^v_ui?P3?t1%Ya&?GZqv;c&)wqlRQ1nP4rX>C9zh)f z4B;VSJRoFPqNW*9A<-7k5M)z$0IOepI*u@`r!77C>^4Py|9-x_5nTvgVh*g$`Z9`~ zOH#1dUJV~bN5Lw!NIrb_VOG%Ngr^xwDTr0Cy$$mJ_7jrRPkJ&tC(uBlS3S2L-dF#bm^^+WND*U@mA-gel>#jg7TO39qI`Ro3db^2RdTmJKUOHX zHGmUPNq2s%qJc1XzwFUlyP5Pw=#)gtn1vuzEteKFL(s@)b9?pR+Q2q=0wi7jB88UG z`(Wee&}fMG73+Q_@b*%$J?!v@eW;Nre5I5pZ1TUszeMxy$_qox0Ye;v8TRiCml4ldm&Za@FsiNk@D&nxQa+DogAxt*+C z&v*$%?FoLTELRpLe10P7iF?zV63+B=~^)bQQRKS9C}%Tp)PQnXNrnN_vdv6ap9O=dNATmI19K(t1J|Ku|L0*NsUOUsKO7I`{WUBi<>pPz}ko6 zuW1BY{o!cLldY*1q76+lri)jh?ZWyzr^M0W$IUnp_Eqo@pSNlB4oH-#L2Rd82iNUC z;K3}`{`bY=n70A~LdMVLDg1}e=AVgU>%3LteQ9AcX%Fl+i6lYOa(F~O%#GIS5z&P$IS=anr@BrUmrNaD7d>KjAYB&p$>^N61xasdNOJi|BviW^)SI>4=`Z4=G(< zMqN6^uXxP-Ij0pu2@Rb;+U5S-0N-yg#()X>MK(+3jMEPUGAlBsgn z52QlJAM~3V&9qG$f<#+o)ffc8Fdo}*27i!iCRO*FjmqkbqRz>d@!OVjR}1ocW_ztV ztuD?bxZ<(rNapuzw(Tbo>L{hI`n(#EjvCKJX1z~Jh9Ega4I-KZ+buw_=VQDgeWLm; zi{6xPf6$i7OoyujT3X!xVAKQk{X4v*;7QMkG^Wp!OH)1P9!51+NNjpK5Bsn0sP_4d z2oCe3XaDOC5Do4CF2SvRx#*N8L$4^i?w%1}vBPSwcb@@avT9W1O= zCfU%k%6&AVqVeAI_tY~LT6Nx$}tZbvi7cq~bxQn%%MUqCKAzV}Ld%kKWqOjbC85_}5gnaCOt z?N0uP(7BB>n0c`nUp}UKX^B^M=o`Mq=F6u-!^<2k@a{U(5PW?N&}-6xlSe}@Wxsn1-1#K`+;7`0^J*%}G5zxhb;g8~4bBqa1f7D*f-&Y)fb!wsRA zBIXxU`KeQ86!5DR=Lk&XfA*q-yssuOMYEP~vIR2}FNT!4VU=}LUHD8y#k2&kVLTxa zf8vSRwG$r-5Y*BLkg&tH2(nS}m=|qaCKQ&e^LO6lzl%{ow_;l;1$7nnkSNeegG}SW zVvX)7Bqt-|GQZ_t#uNeH118G?>atrOh@3drcw>q%b)3y@-fIxY2MgWGk5_5?99{4h z68D**<0ZEy@pekXZF9eD7H)3!JLKzM=m7NP6_bljEu2MfGW1WC(@p^+>1f`^AHU{*ppX7wd0&sT-huiR z2D6pih_WiD~FEi+heq)a!3=iynDT$TEN9u zw=xb!R~t(Xw|79~Yp=N3iO*q%yGf^iTm-dbtGC5uX|Q_I(I&H+iZ`PqY~Qq-_`D&; z_qt%<>}UJ=8-gCE#f}5m*)OGMNzWPq?sZxG#OCa1effR6A=xy-bXqnAraPjg?3)?- zE^@n50$$W;c6lvj<4t&&wtPz75j$Hd?;Y89d*Axhhv1N`hfmojnuuwk?i}W0a<1jk z$$3mp3y-@-gq}REfb_7b?MRb}ac1ne@<3UzuicAMg9Jy??oJon`zEWr}1gRcAPq^w5)-73&}Y5z-@+ zt9Og#e!I^BF5`>^KSC+)gu~V5*m^g2)X(tVuHoht=^Tf7)+z5M-$m?L5|TN30%dbj zJbHn@K7Me{x^C!uJnCmgwh|j7dF2s!SGU&ZE^CUABY3FCkA7JK8h-Y1N*k^bu4e#uiVtxvq<@5s^>aw+??~?B-S4U3WdT_W8r6 zvANG=eR<%I2qF|=A6^BH5eq*i7Z%J1f7ftFE;}?HL>4{kEj5tc$HOcDaAWm+Vo_hZ zc}=p)-8&u&Rmrjje`UvOlJ(tmxKe@RPxy5oCthc=OF~vdFSE^J8gQG`^GHxGHl-*r z%!tP40ZjLIo`nqLJo{6;x&l9Ac30sYwSTes%KCcK9l9MhePBs28bhO{Nl$rG2%WbFgl%fB%zed())x~<%aAtimJa}!gtzDu1o zd-wu=@=B2Bic0X#XWNNd2GCa*Zs1-MQx#bZa*X_xuZfTgcBkMVJX&p$Y^Z^NjDLd+ zg>;MFY&a8ZJ3Duv{Eno@p3(IWqUv36Qley}+S0-$x07uWD+YKBLr^_X`-{gx5>9L1 z!o2n$n|{5_Df#P*TiWi?E-A3b+KvuIf839%>ptMfH1Vu-hWS|O8zzf9> zYW~28d#MlVo4)7$UQBm+i=X9hzUCxxCiwBIInW^0y~=s+SsLS$W%TsJDz@k1r15V5 z5}Vt_YFf&EJev0{#K+`7c4p$_M+!>n47Oj(T9|m)5aapp;(Qyk+!49lTGPdSeG0#2 zn(Mpz3zp!%UE#=Yebv3b%e&3gtMFu_@P~xDY)Lx`YR`L31Y)U7rk!C8Z_nR7nbH&X zELuK3;9A-nfn@)iaCmf$x`PB2^8rZFt72axr{2xc9~7 zHD6SZpUuV6F|?EOUg(5Hx^2}y!ot(A0;B|iNNH#?x(qyKamb#ebkf_b`46>v!eJB5 zxo`I`jm;~QlSdZkd6Ji1C%jlfd6`~6DNT`$l^LK&SEsB7;Gf*KPWn>L7X3LZN^N}!>cV(m4`k~codVyS0K3~a|iIisO#HI>cCywr61rRl-jAOCft6xA_(7i z_7S6XNNRq^j%bYQ2UfGuR<$RYvC9VoXV>CoZ55CMvct=eBU5-*N0tB1s{*JG+D-x{ z(GeD!k9aX1RzitElAj@E9;+?Z%geBZ8h9J5!XEI-qCZnylv{A+ZnBiY-608;k`$dY zI=;d8JzD$f`f}Xx^V!`E_PW%0Hligw3<@%(EhK0Jv|&e+i(X_z&vAeMA$s8;@$L{L zZZ6k)5tiZ~n%kMT9(G*=-aORjlvq6-qNoTS}0g6F}+$lP~I%gCNcEdZVQCSphD$M4PhvM8B zJWFOV+_rna3^(uBCD(Q?8-z4ev?nDSZi)dvxx{(+2N0~Xc>U^DEAUR8I`qUYbH69s zA)AbO0ttRI#8AUfF6QI@`ow+=^*d4LP}9z{7U#GJi^DfaBo~2<2;wGJ%Gq9o1;rje zJc|s0nPrRgp~;!9|CovyUo0xWK(~ilqw~f_3N(FZc{2ARWzQa7PcUVnl*N_dGbrdd z<#b1dpt40u>HYK*GA?HAabQmf! zyx(2e&K;&Md~9|KJ5TCPZZ8~td#QCPI9WB~4?lF%E^Y$kUF-^R*sfyj@9Uj53GSNS zj(82v%0pc08$YCE=Jerb$3xKNDx0$%9!_yB)%G36yBlS?qL@Q(9B#*#wHXJYX6A@) zGf&*=8F%<4%GqY2jV}$Nx+jjYkXoy?{#5XzJO{7SR%>_t-HTcq=WM0?C;j(9rl#b2_@CkmFzy!U%dVb04( zCle^6lhQZ7&%#cOOUi%KL+BU&w_oO-JpUjHh7Vo4kneK$2xyp51R zIfORUAjhP0U;^#7TZBw(=LS!JgkR4ZCapZo*7gFa-0nLSqm6gkk_4+RJ0%P^kmoUp z;yu@rPq?Nh&MXqLHW>`c~)^F2fK?s#wcJBQ{wwckyq%k@*tuG$wnY)s+yNqUAC@BraoOJUb} zVQ;yzc%o&_eZqc;7?&_-6wY5uLmBGPG4k|r_KSyb`b>4;ysqOTa)6%TuNp_`v$r@{X{~j=*bEk|@|8)~!fYgEh(koO$-cEG;doht5V^PU z&!a0n8(2t|i|H3vp=ac>My)I?*`#8E2~Yi$K3HoRaN6kfXpFxXSJyKg`Zczl3#$yX zTE($<^T-cm&WuN!^v4C`ijYh{t6*9)fj;)54}KYC$bJ9U1WJefOU0hk6m3uXfqax9 zbfo(+l*j{b37;8`Qo8G5dZ;mg$0Fob%(zE;iA5G=|-6wKHyXy^OaM&h)XfVvN(O?pyH3PDlEPrx`W2JjdVjRbdlo*lEP}?s8OCba9i(nLX!#)1n}S1X!R>Q?i^n zFE*5STV0`@dr|a|8a-3!fU9!m6P8f*s{5NAKf%GXGy9V)8yq~HPUwVT_{Y_35ew`6 z>**pNn)4IH#6FXNpQ}}w$79qxv9q5)6Or^kL-p2eX6vP{IuNyJoDH!qrfS0 zY)PL;X#UpqZDzj=zh2%>7WK`VOx(7LRo#C0%NbpN1SbxZAS>nQlu3y2KAMT|8V9zV zga4!XS~;a!%ErQER>l$U=6-s4mvM_3OBg*LG+8{caek`JakU&6?%CAlCuzH}ZHScJ zKW#h9H*7fPtx9296a#VTTYv5M4I;w%_{DZ$Pd}-E72}1K7D8O;C6u7?1eeZr7{6x7L~TtKJm#dKp`fsCf;onI;d_$;f8;}4VRK7wfs3S z9Qr=jJ5oxS>FfTt^${24v#aTsl`Su5!?&+c)o|g%PopnA2YqQnZy9vexo)m-)o=ZZ zdyo*?^=&7O)!>l;=L7~WgYv0udO9z1R!u2hJmHH0r(LQ0%DmrE z4rKXh;9ueO#JD$E4oSpQ!mAmYuCIJjno#mzAChX9JfzSyE0M(fKa{-(IMx5(Ki*JC zLdwXN?bt$@A!Vgf96LK(gmbb|_AFagOOn0ALG~&nBIC#|d++gkzWaVZ-~WC8@B99Y z>vDB-l^i4cZ%QdRx(NdQ!Y^b$}^6! zjM=AeoBieFEhF{(gOc%Wp1wdAc>+Z_xbT;WMH{B9o*eo5`O1r96rG!$k9qX2@G1X@ z)w93vVa6Bt5m2KpCz4@bm7J|Oj@vqywSaT4>Fq1NiefB!tXj-_B!T#zM|0?VLsn?` zW7ro~;1`$mF0R=Lk&Ust*<@MEo%j&MOC0?duN8ctb<+U8K zGoy8AS?f8o&|B*DKQ$ox7@Q z=x>%P61?}mz72DSiN?%INx3%3dARj{cRmF39$|f&@FY3Boum&0_f>#!p$t+R z#n!WUyj6*B7$Hbl^27{5`WE@U-kfA=lM&jG3-hK|5O3~d@T{IN`+az6cs-8#9YmRF;^z?(Zc6 ztK{#0y%3^6=LnfAVXY*NK$`tqI>Eb-52#jw5HD;lM&k)xq4RhCdh~aVq9fFnNuG1+*qU*Kzgy{o_C*z#4PxK30I1(`y z&}rX!O>MF^)7w#O^|kSHvZS_r)^RI7Qtz)|yjczjlpjE&_38zACgiHyL%d;o+pI4! zr8R%Owe?&fcepk-Mt9`0W@he*kO3}!?SpK?3-1oZsy7b1GmUM18}vhi+NWw~gv>iW zLjeaO5_=fO*pD|qv#(tH)>bhIP8H4&qghn}FAV|O74OC`MI+((!t_(q+v~~GjgW|$ zl2hniOU(HJX?U^=T6uDSXJ-#%dc#BQo{X3uhnZy8cdpNFWL!#UrFpuxb3GgTcFE`b zaOoyvvs>;BW(SYWQ^%${$+?zCB!5DZ>e-a8s=rv&qC7_u{E);(XWpzldHxmNoDZ)c z$USPnBGGR5O(PJXlO&r?9SIcl!nYhS3M$_%X*_51rje5Y$Hekp0?skMa%#V4GQI4i zHR%2_=+C;qeBzVmg8T4F9P_HKMS}StWPL0^Mi^l!Y*kGJa%qkAq`zb!jNTA++v;Jt zA%P-u%12tuq!BG$D|T;Cj~f2mG4tU0d~hO6`*U@8q6u-2cVW--Z3nUI!95bhXC7{7 zv}IQ=q#M*p$_{gTfyS)@Sl<;tDx_pL^AW0PGxxIW;pu)lDy-|;zKsE)dAGf(~8Y({mF zbIXTIRIpe6$(N5m+f$uD^8^owhpKF1^Qvk0ZKTq(9T9_IgQiF$cpPz8+6F)x^#xyX z$M8qjQLoCBA`O|X`lS#TTVPnYf$lPW0L&c*VFgdeJK|QmRHNd|WEv@{SW!5cWb9vL^Y{!^(H)0PuSmiP?`i6 za@;Cmg75;Sw%>KYu2NgGN@3aF6*jIiP;w5xvVybX_wN3G{i~iLS419Sf_M z*mGlxo%IwXTnaol*$SdI#JoHe4Wo#P>*$w<2q-OxxX}eBAhC1;7{(Q*UHO_{1`Z!R zE}<7pUPIHy^L(T%c*W1l__Jr6-n``PdUcW5NTCHul+ojwC(4W>JH@3810`1@7*7e& z^gi2%>5F;#w5_D;>`%_fcTcufrraa$y3ghZ7@b&xjQW+{-m-gEhp^vm3qL#c;sI~D z5@&2?VgpxiO*wyeEa{?iS7dgaU~B0YCAu<5mAk}|(-mrTVCqMsx0iP^m`}Fl0?JYZ zf(PS@ae=22By`>9iuaa9yR~%_ncET7Qt50#+rw~(J;J#IbcDM{arpe28~pgRvkeVJ z0o??`1dT-js4ebv9E*4C{)h}pTGYHX`Z4<>?|YL&{3kOXq?Y8tWpmdc4ZM)h$!DR{ zZ<#+6lHAshzxL$Pm3SpOvM`}1#8Zy8CHrzX-Ei$U5%I21NW~o0manJE3~ew-nRPBi zQb|@dEatoS6jaSJ7USO^P;q4K?=U3FchsWBu-8i2SB+Ax;M~C$sL=R}^A5})%e-UL zg~F^H^2ZX*A5Brzo~>`fMJzq>lc&yrff`-noR`qV#Bjx~7M-dWx+BvkI`Gvxr&2oLJu^SOF-`JM zwX>@DNbTTZ`LiSW1vhyhl?gk^T3q#R!`>)$^?K}pHG3(5lsg>*BRPnugK@uGaF(+A7NroyYuw+<3NQ%FqZZ8jH2 z>|^d|wfF&^>19Y?pIaC8_yj9*ik+f3_Lwbp_2*!j^So}X3g~t92GzxfqDclGd{y6b z3LTM_z}8b--TVLmfHQy2oM4M@USp_H2Itpe=i))(B_hI1@9C$+qV?*^l5o84=1w<( z64bt8t_1fLqger3AJ4vH)cQXfnAK#2jRV|@;*7j5YGOIBC!y2Bm7`r-gmtxy1_dtO z4A3rxsrE&wmV|uzHV5w=J;_y*yuS6P6%u2B*f;mfv~deW?KCmCCGEf_E?o@>_oRwk zwa?L4$#25WUEmQQ8o7C)k}H%^`ckgOmq~JaL#Gz@GV?&xQK7l7IYHko>>S?EmRL4E z?L;r9Ll~d^@_5VqbDNx{^l4L^ywoG@@VoH_3@%d6xki~F?? z_^xa1ZFqa|cn;rF-rI1i-bwauG7XVn6IG1BiQmPI`Ln)@UvFF!8lzjH<)t9@>$ob# zzeHbTz7!Z>?rG>vJ%FV+-ElOQmW(vw3eoc}{Df(nYPk+RwQfhdAfnF`&gK+4ldU%_ z?X`v;OIHr&o4R~aswrno_NKL~TPs%}u6k|%`Szw}_JU@N$1ri54quA#^A=CMD!GZV zL4|7!IWO_GrvGbC``7o?W91s;Q7Y}ZUnmItRK0u^U14|YP9vuH$mYEl8XrU~S1%Um zQ}W${?m*S5%QW(pe%(=$^<3}0%t5wbLvfes?m;tJN=X|0Ss1=YSMclegna~Lce}t7 z4i2wnvWSzrCsJ`pC&kbGu9>~)K>!AGl-09qqIVn~o0mqlUq*!}u3QRi-b|Ck)60O& zd?DGN*mIPVblWbeoXj`UYzv95^aG5oEgEXrmh){yO9>ZjVyEOQlti1^1f%ei(lxCs0Gw_QUHFEs zTPa<%wzaEuhl&T!ON5u838CqYmusR63Yz<1q_%_N^qwdx&DzL_Sh5E2zUqKA_Vw^h zOH6EwiB4lFTBbNB7d7#oEqvSI{=@0&p5F_{4UfYbHrI;s(U2}TpcK?NzJZsP445|*Z z{aRCe{-@dnRo{`z;g?R>CA)khCMy>Bi!(7SR_=~3TI}XCF|0xhR14#`4H37dhXiqObvo6)|ogM1JM zn01C2D|=Zr0H9NB;s;HFnh{A@8K!vf;#|?!U1^>2V-)eUSx|3V1(eN!#mrA>fgkKA zYY17-i6l027iAfLTMnlYsud8p_p8ACqN)@}XVv00F^~!`7EN9M2=b?2bsdrmQq}dW zDLv%OLd1aqB`O07cy$u``l0}*6$QyUl^F3)Ce5jiD-Rw3?jjK%;6Ei2YA%uxniG4| zaOF}h!37gZk!_(h#YB41dr!&2?NVd4K9wY`$6naejnM8UH9a1+`?5(Gm&_82GKXbC zBeQnXD6RGOFYMZIEkTcW-2EPp;d@qlapsR{6BnDKL@Ct@6_a&r-3w=I6U{veKcFst zc7O66`heYv^Bt@>29pV?T=g?>koR7~>nMy>3KXfd(Y?L%*^|;>iP1k!U4};1dK2be z&)j(NM}s;pQd%vYC&CXcGB<2c6hc`#w7}ta*|n-qY;xzi?xnOUjWmO(le`;H%wsrK zESoTXS3dYB9KyHfPc)I>B3l0J^g=)h?$ev|>0@Un2XO=_@YBlRX7N(lLAno@Q4!^3 z(D`k3Kn*&}sUA-+0dUf8q=yTCGdX#1RP6*|!l579`|D*8~V3 zba!{R88iqiP|1ix-?jqI=d3VJlKl$0o?TjmQkUgc0SHO2O2slL7jkR99e=#^;bUbU z#Q9Cs+Ef;Pw@BR5W2@8zH~;51uWBg~*jk{*?zIV1oh~-#b7&3;Qt7fd@^s>~kmB8! zEb>CH4NOHW+gJ7UES#b0Txp6aAxym%Br7!c5@tuy;-7eqJnm$~j#GG}n|E|*N_BTY z2eqs$G|9YQr$=wNzuEVO4=?}8WFXyux-iVnLCC79G0cuktR?kKhoMW)9k1Hr?!CfL z2O*E?*HtPp8C@&W)qccK+O>Jg?Iz zUcs^DAu1%bz+{oX*5)ELC5U^-!M9q}P^QwV7qVg5<^V)E+)p|osT7SRszx$0w2814 zQazH@CT7qMUl61`s`H^zWHju;x2~!g^4N7xPQby3)4Otr>v*=RG(ecY%u(c+TH-kk@9iif zMyNuWJQiz4GSqfnN^r0C`^C|%JXVkw+lo|MUHz(|ar};lZS@DT6^o#PUD_k$l)uoJ z59Zv-CjORuv268`_*20KO=fJWJpTR?$DUE(Tc_KyQpi8Dhqcfq;)pwj+!reGBK7dA zGy@1P*nWI;*sE<^?u@J6w^)C>Y^J{apj-)yVH~MrDChA{ ztyWgC1B@OfSN7{m0-Tm9H4WQ%=;iOTjevc*D-1js4~M`z`@3lgQ)0X zh*c^!$Xp`O&Ve=(C8=WTo>wJjz(IOgPWOOxEau#BAYEO$%rx&O@8XRf?-0s62Yl^U z_ev$0+F1)MTYey|Jt31vr%@iLKDO;{DN+vLJy>f}QDbypureH1ZVFVcMk?GkW4seY ztyisICp?5E%B|5ukY6c>h(1qk$fY)A(1+PJm~&gg(YUj zd9arr%r2fz6jj_p?J%56`LTGHgYr*$O$4=Ty#9hm9z}UFrZDs>m7KQzeLquWVGgBu zMf&4A_(NK+ZCdKD{hvscB_m?y0v~hs>FTs_!XYgIM!Rkk9Uc?LC zHwyPN44ZvO+2PGq zTB|TNZsJsj)QXzy_p22EpGV*}ggDw3OB6f{25;Om-XW>`Uh1sX4m-K<-uQi6cP>s@ zt+(Tq7fYPA3`0yGi%MGTe78*9s$=UAyk5NVIgtrZjph;loOLp((5b$tqezs*FXk)$ zMB1IOMHohTWbxNYnI+uizfje%oWI-szN&V)$HWNk?j7U-?)DB@89^-&L4vzdO29jQ zgYr!hFi}W~1ENS<1?Jb~jHS<`>0vRG>LO>3H+>WMRX8{T2~wlLTB1IXF=u4f@n4Ma z-hExC8n2T!QT*V2IMZof-zA#*Rc?C8T$h!@FQ?3xhgwloW(9&~xqr{f2!jh^r(w)yyMvCGUV^ zEZW`HP$aUqaF8@A2h&C)VxhMDAbHGbz%tqQ1VMdCX%Vrz>bb)7z=c%Q!n<`W473AE?SAB`wowby0OBP;Gn>_n*J~<@sK~rsf zs9+&+EWnAnHzwyu#Rq@vFN4`thoSr2o#jhyrr`5(qVYlmQ49Oc4A2~PII0DZT!NsL%9SV+iNr0qrtZ6pDWHq8NU=N(^3m`0Y>}I&qUjTAfvZWkH-GU z=>7)%XKKCY#*j8=Mv-#mrDrMx(F2SH%Mo^D6O-wRLNiGguLk=1TL7HjG2n>HH0QX@ z(|wSgd-hW5r>kXiA_>=DnwmxySLSS~;oszbAKvHUyH%_-m{_^NFrfk{%5CXk>0Dl`ceRwUro*XoDHFE2 zAe|I=tB{8Uhpx#;!H##3?&d_T?|2zM1*qWSQmxx(u-n-Z+~oAzC{wh_`=d1rxr4N3 zfBCe<%7be!Rdp*9V6H|-2+(TXgK&)9nQCM^Q|;IkuO@!;GoZ3R>*AjdBYn7xcc8;4 z2kv}=0rXdf@%8nsz&JLqfh=2r@nrpnkK%oTxMi#u4I`J9jz3wO?%~DqxOsF)Z)|$T zstiKVt@8+mBagU;kP*X7ZP*^Zx9kDU-)BAhfTEHiSH0eJjZ`PVj%*ko{$%lHQoINV zpzD0f$ha=QU>_DBk;-14>F*NZkZTus6Q2|GSdGmrBM(Qm@xJ?lFP7 zm?;1r3c1cY$nLFbrYgOZxoBKV;GHs&;0n~>OB(~QJSv;WC2!jA6wRpGL1Dv1MZ_7t zbW*$3TF7wdeiOrfNoa%QY@Px?38vt^f5UQyi|3u!YH3}8v>iR(D^~9h8h;a$LVhqR z`1;1vB}&|XHSF(gl1e>NoWE1Ozn1G9S7g)6zfl#qp;YL!Eoqn=X>mlmwvI{o_APwh z#*|r#NkqC@!l=NALD&Yd%;c5O2~POiQ#SGomb@G$QYGDT>MD4}z_)!t=o8cK1{uDv z_91acOrg=-@5Wnsvih7C(AF~x zlw0JP6Ge6d--ZC8l(~d=s!a<-#*_NO5D)5%;k&CW!ND-uk-89z(ix4T9sh&bhKIA$ z>z3byYV%hpAAWolc}do*U1!mr^vermR+6zrqcS8^s6{N@zo~82$5=CAM;p9}2O_UT ztkL+s+94AXYW@dNoEqyp6Zd8*8sW- zLoOveMY|BU{}eX|t17MSXA+u}$F=5_Dh7H#rJ~%3dfzeif5Bl_=vABhgdh6lw4M7m z$*u3l;ZwP^tH!?3CG_3@jpCLc%B%zgx4o?nZ&#q`y^y8eH!fI%u+x=MseUO_sy$L6 zZY3-Q%IToy3E@s!0{YuKu%t9iw%*^C{6F!^3~dbgR3(sutH{Eo&jAeIWfwK=tju9)3qj zb*`F7cS+Qbi%{W>HQuk*>)!;oVbF>XA^jt`1Ia91ukZ4Y(|1zl&v4q_0V&qPHcZ0e zM#dOoEdBO6A6Y);n`u&?F2t3|$CQacpL?+1WhF1ynQ2MeD4H<_RP-pVhmMldhK7qg=MFk zXIq;TRRWV157iT#mFMsZ^6tD$SO)sgDWQV2k3?pV&(GDF`6r}x2vMqg2+lwGIe|b| z2WKnDb{Cj9Hd~HjYYWf(LB=8;E3{=`3?+Z`EEOhrn`FH>z~r&23BJ94*g|t$?f+zB zJ?3H&C7|40PT9$=zWt-H<~ZHv9{3WsF+ks8+&x(Jn~(+8t3b#)N_G=f{TO}p*>U{q zPgzwcPZF|Hs|~eAjS$MW6onD#Y*ND?$@5RKqA&?=ujMxiCWyq;bZA>JiRYr^-bW!M9*kkU3$`X!ET?Y>O|XUk9FpL=6<5B9@HIJ z$tzEdeyeo$!l*5*9rg0y zw?cM+sY1_vL=`EbTKPk^Qv})}1>omDXu`GY`o71c`&*5pg>T573 z!~i?@?Fk**9aQvnUChO~uog2#3ye@k3{dwLX=>{cuTlN0AL$Z@oi@7*s!Udlly~Eo zaFN?8ZLhZ-&c&1)PZVja4VTl`J#FmsHcg>6)+v}jf21D>x@rdHhmzGYDq^it&hsei^=bvk-De4EaaXKiSoj^r4}Ow=nM5W!Vk zesUb!!G&7;PLBezMVtOF42^p=YN^MYMAJHS?T$pLUx#SVKHUIQqN?ZF9OYz+KW_$p zzxvMMNL$YasY`Y2l}9au=$eM%{dIBePe*T_t6`LW_(9>+#d;9CJ}fimgIei%(Yq6r zJ`c~|fJrC*#F_iAUn&G_v$HJ~Jhl|VQH_2-RsnvZ=Wki#Zko=-O;qw%u6DgU5+lN> zG$i+o z{cfqi@(nwsj|x$@_D(KaL~*$*m~7@iN16j>1=!MfF}vpwjq|_|ttlOtJ>0kH$ZaWQ z`(BDpuS(C!^FqV^K;%qj{u;x?)xS9N;S=i$ALdiEt=v%5Bd6Um=%Bwtg%8!vyeF&oDeESNC*f9Y6!R2-XudRuB7-6-O zWUgNZa{17unXEC$J{^Y+27HNfSKq72txeGHSpnu_zrVX>zq`3~ha+qJ?<}7GyvO=7 z{2jVC!qiqEuGDeBt~6QCJm!u*=!ym-*;R2be!)U=L!83QtVt;=ZF+NZz=3uiigPZm zdeAV&=>dCcMOebP*7rF{KJ-dcV1Ya~*`7SW=8KkgUw*gP!sm^ciIFB}|i|9V;f*Y}*G zK1`f{E>8xu&(A51|22zu@JD9xd>8Igi432s>7#SNjYylEEhmb&Z2_*j*}mxG3VMHv zJ^at*=fj}^cjb7NeC+x9KSr(a_{b#Qp84`RUFYNK*7k7oydOwIsQ+(SrRj7Z|#poOPWcZ-l-ccil`dX{+6`K>$9EJ7N? zq?NJ873=*rI}_(eIygTgbVEO@+{$%b{I75Z$?de$MsW4@B~-s8lnTbC*MIOr2n`L8 z52s`=JJ{02SiAX~c5(L!>7Yo5)EGE$&bQS@KI?YxYPQ)~pYwE203w#2Y1jpN51mU0 z6(Cb{okqqrSN9wB#y!*oU%EH#`Rzk{H10sY8U);YHoD|5j_UtTfe7=J%S;=MWe;N$ z;NzjI-tNiW?Rs)%8?wb*5fW3&^7%%v3jBaP7R#foDew>$CJ}pS8Mxd*C|eT^BX_~J zeLg^T*O;H)xC0s8dWWJXprm&OGr2Ts$6~tyF>11fJA>3;u6NDjR@!kdfZ9|GPO1A? zV=F?0PoW1!(Sug$$&1b{cMEha9APlHl*;8`m7SP13 znusc1NBX7GA=kv@U_AJ-e(?nQO|CP;WARu6(S5}}=qHE3_H!OA19{`WMlfJr!H z$q*t^JI%N9t`c#w1&v^XTLG(0F8c@KE4n*v2o-Dz?>|H(r4@jt&P+n{oG zU#|_vs7UA)8@m` zB1nJ>f$VS11hzv5A?;Bcvjk%Sni+bVXs>&9@bd0iEp&}HxgABsDuow9-m(Aj(Z^+Z z8)lqN2^-NxFqqldv)(Hk@u#DIoX4&ji^(;@n91uu33v-+lpX;;n&4D&S{9yduuUI& z9U(Ir|IOiGt+E0opAVCQN-l05lA*WD9?fP8+oh zB^uTR;#q5JDe33VX<&$c0U-4;=}`No<&d>UyNb%vf8CY-;{VLya_YWlA}RR@m4<@) z(+)%@pF8cEOz=LiU+dA{NSA-9{_=zG*d5{}5?4^VVTDfapcn$;No$VFXDp31Q6?1{ z0dVFuETxV3R(iEmAxMManIi`<1r?`G1@_s<;kHjw3=GbngzQ1GK{Z>7qzDfe*q$4G zXH7d%EGC3m{2`UA1BRY!th_iY(sQEC!;zkfXvlzBXFc0S_^+YmSvzjYHc5X7-j;NO zP09Vf8p5r7qa0QHHDO~Z(%cou51R!yU>JNw!wPWCcXXRTUO8x4LA!ziro3{!pLdQ5 zYaEytIro@|gUd|TUjvqCehjsYg>rbqHg&J>62fauT-ununn;ruZ>g$pc#-%GEI$tHETCZw62#s18%=`8 zZlDqzJH1*y*p+xCC2c(_b+;aA6WXU)6Btz$zs2b= z7L*XS(YYju;sRqvMI7+BadVe&(@lUr&go%EwQLVw4RbUp)dvOc^Zbfv5#{stD^ZvB zdg;Wi{|_pF_sT!KRbs8*mW%R9(U=Po%T7fGha=4{b2$8L&qzlJYjP?wQ#*#!*e;vj;yh1S{TJ?&ShTI zYeLo5vkA-;O-4ENx&%X+Dwtr7apE`=fu?dBE3+ykx!VH)>%aGUmr^ytYqO4NTkwOnHPICW{a=`C>6(VZY&hG$v#m?< zU43P_>)f>A!(Z$q?RMNG@~C!8p?)&P8uC&E`)fBSKnj0rqWrs$hhQHqE3#{fB`z{8 zK`{leOW$XC&RhH@iSPV($Q2O>ukqCD%Nn-sn{aULdP2`>Bkr}ksqYlc8$!GeKS8ILx;(g#GYc>uM4bl}}{ zhVel;a+q>Hc}l!=%3@=c@a+B;481*d$X};n&m;;OKkiVNYEK>lFlm+%rsOzDWFBVt z&hG^&Lc>JR`zcx$bln(@lFobMz)tdq30$AMq!w^1xcK&PJG$UD`IkciUP~k)w;XNo zNq1LZ^qSrX+aSn>10>-ic_#M5bjs=1Xv_O^RBh?s)_VF{>4bA4_Rr!4%5s-3Dl7g4 zbL_ueyBiEgE>M`<;k5ZI8}lDwuQFVS9EGGJAXQg;44&Z4`Z4(_A?nGa=4tpaZeWn) zqTqk>z5{N_U$4L{NDl_op7c41QdlQ`FLp^xUpZ2M;9JE89TgVJg42HGfD9UE7C=fj z`Aye`j|n96p&kKCi`Qe$+@v6T*#m{$)D^Qpi^Zpk*yE?@o2>+R24D&8?GchO&Ypr; ziw%HjDSW@4^k@O}ZTO0>FgTgGVvl)m4LT5w+%DO#=^7iq>UMyf z;sSnL&frO|W^m%myk9TRvLjsoa?kbeO$f1{#g^9`xFHW@_m?6JfNL=bw|t%oh5qp! zEV!k5IZOuXpuw0x=4QiQnsR}Zxq(`wE zu4d0D9vHu|qM8qwLbD2rO3|?#Qdso6>uWv(7VIQ$0Ezm3*_CNKRKUi-G-^8jxwemW zTm|9KU@lYQQ_(5U3Q8dvKwug%e@8?CZ9bfWxSKca7184&zh07PDEJoc(qXUq9upX= ziS(Z6j~6oi-M|Q3eef+!m0FpvdF)hT=zv7I=Wctqmj~B0SR-QtNlZD zpTgCJ`i9uyR*$HZ{!I->lb}*mPw$H#nDtBZf_!mEe$i#Qg>z^7x~i-V`l5%m zj*-=tec-a#`hHBK@;}+In2+2iV5<)v>#;TE^ke;8@&Zzz1HU7t5v3=oNUv z9PArh__A@IbB^3${s&k6o(X(#Ym>8YXM^R+2q4h#XMd@~0*I|6vPOXREe6N+U=i1eOctNU!4w$$YbsfyG7!yCE>#J|`Ra(9TX1>PYrg-T|yl{Ytu+O*b}I1FHRkTt{5n`r|=wxiFOtj&J^y7z-n z))6M7?Yyd(JWyzTfU0B&_^H|#D1VEzvh!+B*taKL+G=?95o#-&aGm+8(GM3tz3| zQ3UbzHUHLJ>0RJwi#GSjoF=8yF-hBuGUz|fng!X0-O_8_npadi&tShbtz>c)J(RlW zG~S#fw@c=|sgRPF17Pz!*h?>$U4G*UEt9sirB1(IY~r^j%mw>FiQkYILRN{m3A>eY zY!-L;-&z{C6=AKhZZ0wxKufYkgQ#EhEE3+9MV^;Gv%C-P{l(V~-+soEQ>saHEFL4K zaOURlH~oI+lcfM__5)wM#pv-No2AhPd+_sigYT7ZaP{8yMeDQ z0_Vyg;2hIetfrFP41@H475%+G>N@gAovfQ!ftZ~ECH8uGx#dPW2TTO|O7IKKFyD`W zUkx1ZP)6?NBasI`JClfJpf>otvWnP~Cp8yPZREH<*V%SA%^rrrZ_4qp-$8A9!N~En7(%#Gd8&GF{Xo`i}e25ihuJN zCGW4^71Dh?|Is6a@8)B6s zZrT`%TLDNmf50S!ZxE^97sBGWWY(<4_rQmeA8W*+1KOX3sTiN#0IlYkV~p{i5~8z>^yclT(jlWq$1oTsl-FWEwy>9f$T{Z<*r@wFQZS(y%-3#)74eZyyB2;Ha}G2FA_Je>!QRG>dGoAC*?`kF zNt*x|eSUYhK!DCEDfji+$2x&wMuIQvi4!r^P+Kl5q7@~VE8-`A+#Fx2jY9m5cBBODUfjH9I%%^i10dqt8o$iRD6B~VEhV%AKXAfRm}~Lanf|YB8KU$tM08~f^eDbdjiYGroxUAxez&fAQGd zDe}l8K|E3}b532CoD*%TH)MB(hjzOS2nGwUTF^L{C9+LjZmgY^_ay-^rkY{0#IN-^ zaM-3`mvKQMM-E%Lq+xtEfH4ksBWv>a zc^7A*AljE}Bx_{vdmi*kWjhGkwUmu^vO=UDYQ`q0x~s`UaPAsA+RLiC^LP87SfiF= zxLHax6xryz4zk7sYI-`^h0)W5|Ax~QO_!6|->cBt-3KX_3!2qd0#J0PF@?UAT2Y-N zGrz%eqMI+U@(Q1v2k$qP!4ce5T7hVsM!$%CSb#Ie*|;RCxLVI+z#_wF)MC!4{>sn8 zgp}Om{vS`&@V@FOs=6wP$b>41g7W>+5Pt^-x9*!)?_=9*mjWhw z);l}@UcWKA5gi~h%AE|=F3!UhosY$uZAHRO4MQi2*!kP7QAH-3XOg4hn-ml_~{p(kM)M$Dot2_7m%rFl4=ZHI!aVw&7qcYT0|4Ap|(tphf6 zN~7m{shjHcGczJC{I~y{2KmRUyKx_d*RC8P6I9z4Y4N*yMiEU!jt9D#KGkAmZT$t- zNX}G`t|9owsr#oWM-X470f3vG?@xh2*9Ju?+h-1@Vc0^Gh(aU+^Wu~03yG~nd|I5; ziLS;o=LjH$R$pStR0#E4Wid=ofwHAOnmV4-3`X5nz?B^8^t zmgPmoFu0*3lcGtbi~2lm_S99*ld9ZZ`t7x$qmD3L|*TAD2URmETDLVT(z=6X8~)ydjo)1YDS(HH$xer>N^$k@{f= zP<^W}JpIDhUD$Z=&X!gxncAwNCDMbyOp}qub>`92v^`E3@gsb#Ps7SW;6Zd`>xUiT zm(zw{$VtB_#jlbcbKI|OmJO^WfA!;8cDK{DXUaQ20fJdF93c&U#Esoh$(yh*-uGQMHg`{YY2x)l#BN{7B#BZz{#aY<{}f@#HtwvP!b!Wn$cna zz~RP!geOeB2d~5q64y^VbS9BEY*hyHyzkrM1H&&)(paYK5;ehDyI^8@KsQiL<4${& z{GsnFH8j-QB5RGSk~xX=U0_#W`?UytABwb7m=OBzX<~HGgCJZLR*Jg0`P$_}J1B z)mtnw#>)Hzrvk4m9&$zsoG;h7YDXb5er>r-ZnxGmHAlAPEFJqEk1|S(F2NT5TxXsuN^hapF6x@F}X!l6H4n6+RKRIe&usf^$i1< z8iWgv{UVIGGDv4ktx8pprCVmf%FwDyBJ%Pqwzy!xlf2Y#Zm8C@WMoZen`Dn_0M^pX zU?Wb+kJDr|TV_a-i%iplmeyU-$a<{T$Dz@*fR}tCP22JXmzKTu0PiLr4?#c-ov!ubSg@ zQJNlKl(vCOjCV=j{g-^EZ-aE|B#HzI)| zviX17nhB!;_v6^V?Nq-^2?ojYLRy3zux|4 zd?0>|=}5^|-EdUCYmwe(u@N`H)=@~H<4J=>$Og_^%m-l0yj*Iba|QQ{*`wzDgikAH z>^SfpqD-RoWC0ukEj?h(qGm1HzLuKS~2H z%M0j?s8ew1gT7yNBZA_dS!b0T-PTB3Yf|?Ku6I^2SEr8(gNn zIAAUql0QFlCt))fGn+WY5^krgp+^-i7`pg|`MA(1^z>TA`)fnV!3SY;Mq1%T6LaJ} zZ;0vD2+jnTA}PBEwte?rhXq^awOWEQBIQ`OdKWqQ+ZgfCxK%Tnl)}A#-(OYNmZ+z!-#Zd8Izv7cvunr2vJ(GQ|m1 z>C}Hzb#xCVwi|}o=>BIV>#v#inmLvAxGjMFkY?nR4cwwKr`lKa6jV`FlQ%69QpKaA zr<#ZQ2`DgJH8zxOmIV)tvsiAwON;qxgpOT+z}EY~8xNs=AAeP{{yq}6vFG&0I0Z~A z;c-4dBv_bEf(vP*Uk`*BiI^zV*1v*S@+pw zCobmv=Q^4_Hf}W&`Vv9h8na_PdFb6h>+Fc_N9PWLvW<9id(`8lQ)tsd*R?;v`zJVg zy(`?fl3t(sME5#bz>Tg=1eaG8#T{g!z zhwmW@VaSc#7?&m~%$LF%{=EUj4RvJnfPk}j5sIiMfr5)D-;WbeF}fl=lRDm3xJ^l% zA6V(X5a2Z-9y2N<6vmQ{*E_qxYOH#fg>siD9(`P>2rRtoLh=?FDNdLMt{{W95I3Lz zud83v{OR${Q7R^@`oVWeDWVYu{~)Vnb()l0c|{Y01#gGr$B+rnDT;Q)xmKXD96rbp zO8|Xj+yvZO;vej!8dBAp4FbCbj^7xO84hmsqMV=$Oq8%>x-XlL-=tBMQcu2A+3CSN-! zE!N~E2$WC<%}%eBL&8#VRh>d6*JFFFVFdY-3p+xjPu|F0X-Lsh+odRo4KkCs_Hb?N zw4RcXdeJkMmRC1V^f=fausVznEuX`8E1ov)gWfAy@{Q;7t10?Fx)>U5DJQ8Y#Yetp z-3rMz@~w}iuDRV+Ks2d>#e;uh{%)OAViOxd8%*3AmQSwKd2!41oEwhZP?zMtkdkho z*_PM0o2So_YC@%Fls}iPyH~0^b|=!0FVmKBG;+%24^yo_+mD%#^swcrU7%Eb>jL7G zGKA7falEZjs4UF#cq~61II~jA*%h>K>ujec!DlrHyuUuxWqahTU5}}Z2d+@`J9$z_1>HV zL&_8Ka%MH6?7{U%AIV-DBoOg%%Y2kPK3V}b!(|XfzdbQ?FA+m^5deZAp(c9G8@?_- zdZ@#uxs*~SOyMN=Tn=#q= zHQe|u$DCU`>zurRYT@lYU7dn(O9%&FRz7b}LMmkXoV-oy%Lqld`K7vuFdJiCly`6f zHD3jxsREa6(W0Zx-iy9XutMR;skhO-*KI(>qJ>fKuPXM*>UfRbACbDjtxzBzbY*gtlsAXx22LW!A+@H`?Z zt1KO@DNeGq5te57JCJOV)R7BkO=#N@wkO!bxf_29q&QC>WlZFVOaat<1wk>ylsxeX z6hoF3qNNQLRE(~Xjb^m|&2@?ffJLY&wFS}7dQlzjP}7MW+yO{nj~&Xd0#)Arf?eis zK<=t;(CY+TF@ahuJe@67Zj_Ame3mX&gUx821)sSn<(JO}Sxxits!&2adO=Di*quQv z(ip*%sv5`8Pi#l#j_{{|Zsj>(Ch5KJ!DQINq(~2TA?ka5kuCrY4)0>;jdG-cGq&Fa z{ba9SoAYVJA`5ZsI-^#8+g6Y5haqcfgFOP-@Tv~Zxx^eeNXRIM>sIr;feCuf56{1Ii z$7;R-y?h$6(7xn48(-e7g-M<}&nPkfVGPIhMERkV67zdnP|sZn>W_4gieRQ;?P#oN zmG5tHItiv<+2Gi{FM}Ej95J2+d~|hZ*SM@2WK)7}pHAUR5y8|B`x?0tbLjcKk-C5i z;MR;cWG@_*(gc@H*DC(&KrC$e8(`^8nOcm`{UM+a?|G$pFXs96 zo>lY?b;GonWR&DFIY&6{NcP6Q2Zu}-uz=WJiYjRoz85%n&oq!e(!w)BsF8rdn7;8s zt7;iVuOUDz`=W;K*H%C@<$|D^My|19w_6KB9rD*g1gRDjiwNtryJhV-KJRE}?56#( zYF=lLltq}c)7mWI(4VYp3j6j>Bxjm=@J3sxl1A7afC-Azj)2Rpxh0;gDa6*AiM3t5 zio|!R=&x)={&g1gu-*`0%!6Y3Gc_4n;hW0+sl)$&dr`et=R#7PMM za@@#{jiGF>U{OoxsZevuw_r(DI6z6}UxJboVD(o$;^7#23#p{nX{vj#OH!<`Q=fDz zluAYH$-w9{v3G90Hx`}ew@>SC?vut_M%RVRl zm==D-+Yk5)(3ENq29u@N?6$fh(xWu`JeoB-K+Nna_bQO>90RB zagK93%5u3bT}oDRG`e+p(Q@L+YpJ`&!lS#KF$oqA4FZKg&<3`wuu6H*hgs}s%xKhE zFz|r=Uk&VIb5Z!+$#CViN6ur(v9xXp8HKh1wI0V5T@>q=#62KoFI>5_F$Fq@F>Rd0gz7%m`k6i>!x14vL{0%`sVPN1>!z20wCnm*WiIzdR^)XSe~P_EkVW}- zTpjrD!>KT|Q#nXm)^iFN12_HJ14LIFFl?U^O$HfKv3rzP1tn)LEF+*>IZ-*$W2dgH zL-ewp?P%>}%J)GT7;zmnm~9)u6e5qI@I}|p@vn)y_4|!Qic3brld3!eF(S439xPW} z6mj{zkVL;KQjTwGLYLB+KG!q4Z{ZL)@rk+aIYpBCxJUJ~u zyX=0vP_&HGmqaEYeC`Y^XIRfnl`rnIwRn!?^_H&Fl){b0a2c3i^kNT^Euv=AXc{mv zNuiP135M7KSs9z*Xs_#Q(l6NhVE4zirB8Ay&S*Fenq>}PjJZb{oNbvHK?o>OFo(Xs zwJ*uJ+f?#GRY#O0=7CN#jOZTAZ#ZReZxm}~bD3)3f=GJ2OSbzph7JR|?#Vz+c}y+v zz}x*IjAjj3`YF1*sEiX@wleO^LpR_zO+fPcr<6#;-{=QSQ?|lDGY>QK`y=TLxK?lY zSTKxf;2G=xM8qg4MJwK8r;~<(0W4bEd*7Rs;J^MTl0B>>s)k(w-Uc9?hoPUIOz1Yk zu&gD+4mbTva-gvxL!#HJ`vr3s1qwvU(ra*F*a8&lC(4M|y)egrluH2tDXaoQ))#Pd zjgF3>fwKWGXTff$AeeyuaC+^pIH0+H|Q z>q-BMH}~&~{sFKP{NDtT-TT%4lPU4e7re6Q?{%ddgVtX_>);KJb#Q!UJb$htWaPQHH$i+0@sBHajJr8i7PzXXeC zG}Etg{9q!s5)g52+2)O4xzrhGB9A=|Ma*k?E^mn4Et$P6?DZj0lzGSTKe!K}8PWjl zIv%_Q+=Kz(;95)Nyg6Q+2sA`9Lcwg;*FKaFVD#zbxTjC)VUlC~)6H7S>c<791T7d}MFTpyhRq~4TOh(3iI zn6P?-j1<`cUo{wZ2E^5cGeG}v!`%-7-%4Mt8WqY05EkOVRQf~(R7>pj3ZEiOj2N) zj9LJ<$1(}?0G0*0sRaw^;~T2H9icpJ$qv&!u2_Jtdb@lJ+I4m{%Z`;o7;ykN4*!@W zg4y7n{ewM#`dEqMCy=8><171!(t|fv_H^sViO_GDo6A)P@hyxL(&$p3YI)Bm>s^vS zFt+{WbdESDKkJ!>FARy&prc<^G|JlxO9J8@6D$-~cAnhwdBcoCP$xzeO<;mkde5<}iMcRevltGr1 zNnZVwa4oDC3%drIKT=THC%+NrgwmArfW4Dpt?>}q9S;|9AD#mT(uZ2fIR~&t1auq6 zQV;c1=X@lZclW4C;J_n^hRLupDD#aH^kAQsEkKqknx&u+)vEiH4&%=^BO1)sSu@tN z&H;{G^Ey?h7vf(q-s$TrgF~2+R&B@V4rnkoKz?e{sBJb}pG0cUI&8dAR#B&9a_(gM zB#x{EwF87$ZV?*9QAi5u8{{3BVf+(9yD#X|008Y!v_A#RVp(E`Zqk4{a6(SX0AUqM zWdsJ`h5-bCP)=mLF3Ge;2&5RPx2eU*^}BuGDCVxW5F89kvZz}&Cu zm}NJ+>e1d`NQR}<){czGau2*3N~r>&2`r%+1e(d3)3E5V8DM6+!(3Z^UHO4}MK}rX z`A+|4^xx(Ru&k_iLHlV}6$`_{GnRQn9KfJ`tfdxr3y9INC`KR=?^Ve^?L1rfkmyF) zIgK2EWbo4P?M_|N>HCRseN9=9igCOPSVnV@i%H{VLE&F1plVgzsjlqpk)_ItkIi8R zrZtc!6~10&RIlh9%7GchXfdKx*Xu8*YipUhk?3%47~$U)>&A3+9qR5_OfFQ0P|xz8 zUOan2ycYyJDTxi9nQf7Nk-KIJe`F%h|NtSwT5zrJj z8O4L^x|*$B%6yM57chdomf%}#gWvJUR&sK~{KhHH!QAp!k=4wySfBL;W^SXi-$ucO zmE;6%e~n9&2^(Nrj}rm|CKDVPsLU_QM*m9Or1-Fd{=mK7jf%YeD=DM%HE=2vEc2#L z2PPd;Fi9CB%{!z@A)Y4uMH3&&@_lGEpuV`YVP5YO`L5;XE9UyguAIg{>w-*^w72hv z`F-&Zv}y7w29GFOI0IrLa8$jkh;g{eTxjeO+7(y2U6!^vJ z>PaSQ{#Pe{s?O}S%~~Mu%}BYZs?aS=u?F*iat8^J7HeAg@mTkcpV7Jpim!uWr#t&fC$k?>SVi!Eij`1@(VOdI<5`gWIft= zd$L@oQ#1ia=bd222vQ{q$=(g)ITUB2FK715@a8Yyi1h4Kd}hdsfg~mO7o5fR`(y}o z(E0WH70>k4S?;J<45k=jjAS+Z^6oKRv4W(iu+^kzp(42M3@F!;%;z0 zUO-hjW$O+#UX0`+<|@RWxj@?cWg3}^9g>>-zT`%=y?XI2VX3Vdb+dA#safen&1sEV zfX0)wpdc({Zx#7fXQFlpB2xU?w>zGN#hGo}pL{*@Mv}5l^VPB-n8T!X!D{a)xu`nz zq{XUrXQ)Ij;pmBb(!4IOm4ibK#){F_cyYt@A#~Kd3>aV+t_!Tn#&wy?rV<~iaU13i z`XqA-4~dDn2`30badzS^I3J0L?{H^cdY(9TD-(?=A z9x3uHKohn}kvm(aYOQq9&%CG5d8rOc53Ug6!|=6pE_4Nd+yh!zPWL?n_h60 zhqAzg9fb>=h~g)AsH+}r`yxRqh~gN^!EfOx1n%+ms{x*?YIlX)(H=42J@ly|JDv5z zY2eaT&_J4i)u{>n=*8-OzTT|@^&eG1#gKXLv|)xDDe$e*^~`dN9Z(hQt1f-SRp!a) zk2~DV#*5^I`%O^3?sg}w()07{o~YMaCUY%?tNZ%l{c++%CB+>UZii@hrLwJ||9I2f zddW2{C&Ej|$T&V0BgXTDS>)ib1`IhaN}^Xs%jI#*sr2Artb=>Aq|gXlVYYscQ zxhxnPlIuP5dSz1r-f36XJCp68cbY+E{l(Q_d&mGYFP^)vrwbi=!C1Ms#_3})-#F6t z_R&d>fh*$8{x#V%;Sj4H@A%g28{7$p-dsvg;W0}ie(TGt^{Q59hV$f6vZ7>eM~$Ge zU;NKfKnR6utcXZij5$aVrM)C46ClGR4TTr~e2*`ZD)^rXP&F?5B;`xaCc9G)ul!6s z()Lc`+x;g}o8sx?D#gGMqL&TvK@+OU&c01u{W|_CxSGqcOuCFf8G_{=x-pVlD9*gj zVKz=L7)5}H@_rTi7K=*y-A3H;o3XazF7BQ9{2ua(n0lSqWblbbqse$LPCXtW_!+Pz zoCK?=ix5J-R1DJ=s8#XvGn6ALa}OJmA*4-_c=*0V-(YG+HDPZ?u!V4Fxol*|+%$Iu z9M1L}L3+0?6X_yuc|d~!M@qZ9@Ccpf_p$=XpeM!6ne}8wdmulQHSY`}qEum>agolT&`@RU!h!-fV|G^7^HE9)ioAyQb|LjfhvJndOtLctqzb6gVu>tQ`CE3I zLbi#F#2|7V&piyP;k!;KP8=YvCmxuEYS@JR)|9RZ+kYKp98j^H0hJ=!NlGjgP8BiU z)XYqoIOM=+;KJvX>|SY0n0g#+PpWO<4C7s`fKg6)2@COzOtX`B@@F0Uk{%QUV^ZaXl_V; z0{N~9@gwJ3@|D)p^6X43Pm)d>{kGiz25q{@3(aXOYj&-D)h z>&jS&RygZ-5PL_kZqXR+W^~C2Q$X?fM@pwxXTlWuv$I+_qy@l_-W%`inGctUi&y-} z35;_s1B)5 za*rNQ^UvOrFsy;4e8KD$7_?SEt66Tx_G=CNyC&C+bhfr<)o*M?QWpg&p`7<;!aEhM zH>7_r5e+u*5ff%TC#dYB-r9N05Eh-n+aRV{@ zhcEqot|#~&k)+R7-SN;yNIZ&)l2RTDEVpIZ8#@1ivXhpEM*ar)RBR6MYsgkX9+1&k z^$iZHD!YWv?>PMAFrQ3o&<12j+Tvwks@062Y1B&De#gmN@v1qVhHXYsY zmc7ave8kDs+`4LJta5XC@>-Qc^DS#BfPvS*N+CSY17aiSn0qbi&xVchr$ZwuLX&|nt z;)myMjUF5rtFFEpODZ)Uac!Af5X-$8n3%{{^#s%smlpnE?}n7bCRBt&r;;}&Ts73}>gdx6_~?dF1Ac%d zp_oi|19LkWkSX9X?8U~x=*dkFRf4f7dLu388uIg$rx`?ShT$T?^^sQP<}*#BuZPRUC{xYBAM`tCTFKfl`^O5zA;!>kj^aL%`n zPFjoi!RVE#Zv$K-^448G3V<%QMH-}5EBH4%gf6vu=T?Be6wcumv$*>Iv;T)rqQFr!#@Cb!fT=sEoeSIwxj$bl$Fe& zSFblS(v8~_y8H9@nJ776S3oEEYZ|p{M4i9bAo1Cn_c?hk0BQite1?w^tZ8umw zq1Oih*?N8?9ECs%S8@jyA&SVz$We&mxzVq=9;#UcRJ}}uf zGU@_-0t={;K&1l3#=}Dq5x5j(C-aS0eD(P1TAWG_?IX0fk8L4E%e*`O_- zUv?Ky0n_v$b;}VfW@%6|#dVi+nVY!#Xm8Y$_=%9#;wbTUCD_s`Ceb_O-)1t`!5LpW-L~=vZ3qNl=+Q3`jmVgIx&x5-$&VnSk@{ zegMDHGDf!S9aPoRN$O{V!1pLJ?%IPmlD`pk@1q3SxLe`Ps+Gb%1oa z0_GJZxMw0ULRFNAfnXftSw-Y=c^Wo<6gMLzU&GB0|5A-uA+XIVYhL&Q3|}^2FR9)D z*M`*pla0jJi*z`EJvr=MuK&mh*rRwCY1Yan3uV0qLCBPDLXsUjGqr^-g=Sm_T^l!J zEsN&>$IVkL%%f-^PQlt2h9}}daiaR<@%!6Da?$kNV1u+l^dDey7C{;(vGLi@22K~l zK)TI(5r@N(Dw~50&8&iH_ZyxaW0>$`kUk|QOh<6DBMgJEx7(SrxqB8fT2?c|tdS1=uH$75 ziQ8byZ!6)KO?|@4sCAuux%|h&WWn0^4ub3K`Kc!e!iE(8-~M4WsUzr&c3>sIj=1s*_NODps&B@yi5==5+D zFunOZ{Ri-et%W-M^Vk=eL2pEH&V4{lz*DqpcX-Wx(8_QGv&D%vwgt7K0{HjP(Mx9G z{Jdetyt2@2)Qw5g%(H{F=$43aH(g{yXW93?KmCsX~}IC-?Q$IyvvmoiR- zSA4CRnAo}%naj^&QJHc^S9OLUPXbiqRCh=GcbUTk{tga5?>Tuv5WVUI9$P;}suF_( z&P@rwM^Y?6D2u5xbhX;;;_$R-l)aw)5Pipjbnw^V(=+oX-E>NrkA=U3(7j)R^&xV( z_uFnHaS|8AYp_yQF}WNs)g|VYttFT1;jiL|~@0?-H}yuH2iG*`fJPDxHKTw}Gs2+TYX_f;2Y8nOWp1-p?_G4uz< zX2I0X&d!*4c+?;p%vkvh$UNu|4h|F)6qbPZpUSnBvJ-=r8`$~4$$pfQlnjz2#ZAFF z*U`{;&O)kEb%Ydf=cI#)g*6Z!BCx&Eys&{Ld$nc#_08()s-%ZU3o9$@JLnkP{wKFq zjXH`%iT}E@|1bafQy&gnUvzN*=3o86$cXMM`m9(ddXnQhL@lT1&z}#0fr0WAfP+a6 zf*-t|;D~HVh>J5{I@y*c5*-rV@j>b1UYZiK{302doT2Lqk0f*uL)P z7HgAFU-)+1fwUQs9fLYmn3OU2Dt_eFVh2Bs|DNXy__nXq0;DQ`;-9#G*J*ai=OhvE z0@?#bLUbaYys)8mo=^wA#lwXp zqGO;mVL&cVIz?X~JV|y2zD%^<&olCd?*D{Mqk+eN`e$?5j)aOz%%p(_>`LgWH=Ud$@ublVFaA|j(No%kdFc+{&`wsV`Dbw`+Cv4gFMfqzdZhB zzTZQz)7Q(?pBNcQZen7hpr}X=&B(4#SUY5N+?iG`=44}2&W6s`SR^{eejIFjn&XZ< z>e>JB4h028UWr}56Y)Eo5N}bJ`Bx35VJ|NeYwPmuxyFfYp>KvoSUFRq$hez!tQ-Tw zS8xugahcsv0y%x>Bol>@7g=# zMj+!v;3ItVNdPIe$?y5T3BV#upL@Pa z{UK#M_o>%>g<)Ta3-w@b3h`12ESxm%ksrWtHNa732jgkxt^S69Q%o|H&7vvH`RU}}oyRpwxESlj;45vTL~@iXo&@rzP-(ALI z;_T8zC#OhRx)WdWxj}5Mjw;ClQ|?vt+yeOyR`@+1VDSMhYwaol;Xe)NK1+{o)j0i{^|w<5=5i#3%|%X{jKHM4_2pwRrvjW9uP@VA=DDT zZViZ(`V@Hh#}bCnkMsz9-!K!#_nQ)ILJS`>-CAqUk~6dmX_DL;B(XywB<%%-g^FLz zB_$={mzZDYekwf!<_YqAzZ;-G5ZI%mqb0ko+Ys=oy2VPrZ|3chhH>fR?0VJDb04bI zrOKTnfAr0?Q<>g4) zhc_0k2ROhOAuLewp$C%^dBhz<4@KSsfRY5{&m%2uZAORcfybShNYo*Rju@>_W7xhQ z7qstssyCW0`ax$Sp}Y}ETo2gP$bYfB0?0}4kA`As6#rB@=G@c2nW%JDS@0{bq?#eV_N>n!K9{Db9O*4m}s*&1;d7h z-U?Pi;fc8i6H#M%8$^aZ!%+f$clI3li@Q$Fl!1UpBSWYx!brQ?oYBSMN&%EL&M9X* zE_n@0NaDsV;jHGB!H;gx-fwIDa3JQseX|&d!hHi~3|-C(-U?J7!h06oX~KtZJA*1T z3o;ouu$`b4@F;$WC`Tmj>h|{4E;I{Tv~NT@y#$s1FgOg;+}IJ1z52`#DgH*Hj~qaX z96t4l&<&!D>~ClHaYU#PUZ*ECH`8l%WMd?+ZvaN zZqBSAH8e0&D|6fCv0BtpExQev=AgbMfg|p3Di!20mF0%oWirpHCc~e1{XEJSeLFu$ zJzPN6uKjW#j9=EN9egZH1y1R1n%Ng>-`Ol`-Sd#x@p(Y5FFNHeQtJaWvbf6? z*ZG2HOoK#$)8#m?tAgaMl$6ww_(o1DC4&Mh`nNNDj2tqPw!`wJ=Q7}Gs8aKASk2SJ zEVIh@NS31JHNldSR*%P`3R#92f`M$RTo&sIJ5Q=O%`@c6t#GWA{l1Mex-U1h zv#nz3zxz1v*>`B93K-9q)ZB7SS3g;}*>xPdtoni=HfnP4SSLaku&5-lD?Tl@r>P6j z`;J;c6iDq8qBro4Kvm!y;L3>FT^?!s_&o@R4xXm+i$993;H)2dC$e~Yo$Z=z;%jwB z;Z7z*5)!n}PLGE&-@UcN(ULp*VN96*-6bc+Y-?*PTJ3>WE#S-@J_z6~C@9b%!1#Hx z>8dR+PYRAghD*#{wCU7Oe5qe%@czDC_M$CbWo-)1y~p*ZxgC+&<&*qNy4F8vt6 zmh(hx!B!+}3$$m8XuTlw(u&{tFblK#dFVrIp#wJ!-ob};8UB+eT{LpwRO4-p{ClCi zSXSQLXQzfq;#DL1S*WPSo}a$?AdDX2;7dK)8t7nS3?3EFR+&VCo%vhQOfHY>xAW(KTfN~y(Ya#WTyRKA4rd|ai+T#h8mNrwk5Z*7~JuKbsI)b50LA{9MJ9(W_7$ZwJ` zigKy(kmq&qJqga5M9rtdP?i+SU^yBhqqfzq>yvfny7ADv6*w*YbVKBqNPXWy6H4IK zy@DJ(n=m~W4Ghpc5&5`=qxib|KE&~Ly;AZ&c7@O^Qo4bCxm%9krw8NpwnnKnMMd<= z0WTHPD_{Uojd?u1c7u{kU{nZ%K`kCP@WY1>YHWoKp#Lsd1`15~OSM3ZUlN1CRr<2h zxg~&~J~&DMDIn#F<{z0b`RVCta5EO*+I*=4+S{>I6pUiWOE=Ry`z(UWN~dvewwpQ8 zDmE)KRMHqlzInddQ|Gc<@@ee;-J@v*u=`o(O$P&&$ZSgULdYc6rC$q<)q*Jg_JfZv>qM)>BYsxDs8F_Xx5E$#05XfN_^Zk@A9wtkrW~dFbAK)wIEzS?l0H(Zm zJp1o**$a5LbY|42h2&?uIw$}ss*k*qy#V(2#5%0L~<^f}||Ln%`k6Ts$UtR#DV6>JuY5irj(i@%OEcoZaBK9?4t(j#vHEAJ{ zBuELL0rF(;_EaTK_@3Jux9L-|9)UMrFExORptEU=LK)$hhENv4%ZxK zwTftGE(bgUX^%;}Knhfzf|!bmO2M)2Zy%#P@JE!-VO&2~j%1KJ!mESWP< z83EzghKAw9aTDFw6Y3UFRRPi2bSLzdKr|onf2sZvMuS~nlh3UKG#F?$Gx}4HcD&pg za4_Qor|$Ap16?0t71!30`bQgkQMn^~c&m;Lx(Ju9*xi?${`b30BrZtIWGYd!+{rA+ z8-?$|XsRj(^=vnB65JaE3BXzK@Q{ZBzu+;zdCbNDblVHeGbfNo@A;rH5D7#w_$1+~ zG(~I;nHv4?$dqr5K@*xIlNIg)l+`H`cSkU)p-x zQ2r76<~Lp^Yh6t3C!z48lr;bh;bd_MXO$P0G)OwW4g)uWE0xhnx1*64b4wc-Y;8|h zOIiCEqnYn(3G_eolE_OLiy1GN*gd}ReTROA;ctX6*bku3D9F3P{P5`~?xQCIg#72f zABEecI$7@1Z&iI72(=&nI6<{a*=jwe9hzB=*guaMIM0Q1Pxf%#$-Z^&M zlmoMyP{!GdB!MEtN*AgxUvTT=XA99W zPd>)S0Bm3tDQN4*>sF)Yd352yIaS(z5I4b-%0p00~|UbOOK6ty%y110uX$4GmlpGBV0=^hf$%GLFD#&7xW^{l9pR z4-~O3A9k4jvlV$Wg9sW@P0=5;OiZ!u?d_Eo7g|jBes{1wC2ilD`My8!pUYCH9SQvX z`l0_?K70K}>_p&5%KXQe(k_!Gb!Q!s!uzdGT4qX~X7)PJI!s7NBj%WA4LQ7_S+`}= zdUub4y}GcI%JA6$^$XLi^6N6|5|o2@=Z3s6R7zK#pUy&X7GB?g3Y`knG=Dnr^1AnJ zaLYVjga8Q)wrVk0rz>qDGc+_Lvgf(y=j%-)*tFU^EO?frz)w?pfw{g96uHr9l9*rY zz(H79tKKGid!|-SRg=gzB9fw2k$NL3E^nG6I_Zn{%1VrThju*oX=B8cnXh$xLN6IH zsfx>l7XF*Xx0&e3qK&r<(Onw2Qj{OjzW9bUhm?m_XDe(_b_U7xM2r$;hVs3PdK(C# z!yfeMYS+Ag&qxEp5^-y5>tAr0Dms#CjQqB%(mewMY^#ip?p8iH`lv)aYG6(Du|KdK zIJmwgjd_CcugBv5v_O9c{ciLv;6X+p1vPcw()VEZ=_a~gcuO&$+ZwZ5>O^t|;t1fn zO*yaqh|h6J?i*gt1qAnI7k^0LDgZkJ-^`U8boGL`h*A62n^VmxuqqU2 z%GlxpmUl%EvyYa#7lWieJl8s9uBD`%o5=}ewog!_NRzoG-s*dAPB6YurRG(#pz7Z2)e$20?PU$({a{>VwSwHa57151;a+$6aPo9?qF1&lF4yr~73RkIS9BW)Mge35VS$R^iF zg)FCA`oZGf5NJHWx)ZDFTlcA`@aU_Et1$oouYhd;-Zi7TdTf(5%cnz`i0LT?p&~|Z z`bO0z3Ngo`4+_&avM9Q`B=(M3oj>%8$G6%CG&Nhb z4tX|6O|rdans`%cW*X5ssn# z72xa9n5Oeh&X}~MF%|)n)1!bgpH+e`uLCw1aR}W9J0KXld@VhbC@C}10DRXPO+ANf1Sn7LMSK$%NDI-q|IS=5; zfx*Fw`ITUtB+ML;0DJ`(OKP{bVFWbMB`?Le9e1Mu3%;8&Rx2at0!XMo09#%c$<$@w zpPQxI>QP}i$8`bR=Es`FrKA*(&g~qO-|vDIl(?*H7$6i2^IiPGDg+v*RDp}%?Lbr? z_3+VS@dmmAML@1_A^Jw5Cae@6O{dxmxONOs7h52fnn|z$W5}kn;95+Ip(fVj$^5|$ zah(fBJ?w1}_vCf1B;ve+cEPFnAmp|#bFl)mKX)}2szUUm=(gDmvu+tm_Rd4mCBJ4I zVq^P)XB>K$m%H+EFyfOfa$g>&&^`aT+~6272}r5xb0nyKmW&@;4TiB+l>9VD$I}%n zI_+hnb9%WMQOCw#i{4K&HlOcW_`U_* z0hAfTSfv;1wV-54NJ}3dzz+q$f>TrRmLLy!fnY0QF{mjMbz_-?&jlp%@Lb*j<<_FN$37; zYHKH(gF!NIrfLC*Fq2_sJ%_*@ZIjmCH*S-f|00m|c>|cn#-_h!AZO&jxO5djj}rb0 z=II%|E}^R54F&F`;flP&A058bI6yUus zd&bWvD}9=>sleh(RzGXz9gXUAmjPW(U(c{~&!|QqwM!$C8o` z{!v9UO!imTx$3M`!5Qs)9%tO>R;0e|9xE2IXIN0FuL?CaH7cT&!a?d5=Y-$(5JhsQ z`;V46zMJ!3O$}y&>Aj8diQA)J;$L}EZpn!)2{^uS{UIF&Zk379|u!*$U9v?1`K=#9h8_va(%kG zFbNRlJXBABmmp1!_*lTp4^TdYSE{v^bALbyRLuY0l-cth)!`b+cMw$0(v)a_|Ho5c z)%Dv$h}mmv(W9EWqq)--y$~D#?eY_XA;vYCjIWjpXXeNXXG84j%Uo-sCdT@f+@FM4 zz6hSnAkAzq{5AM}KcFPaw+vIYK`4vKyytO(NQ9=G*r2J2G;8&mG%@8XLjA1#5Y`Qhz0+EMGRx*Ki#sFtFhZq0Oz)N;s%4t z=#F8@)#YkR^XBn&iFOoZD^BWD?v@?@9=Wd)dN`k)!tyf3D|Qt&;cq9$2`BT~41;?- zMsWqYx=QpbjKtHCh9LurWJUf3T%5NDR0bwcES37*&z%hl=o;!9;~ff>H&D}pId|y> zokdJBDoSx1kFdg9X?XI&^4rZMKJ?qw@`8YulAaUA(*ySB^G|@o_IIYyPur!FkpND) z>EsEo=iju?Y6Iwu@=p0`i$kAK z8R&N3Hsik97!7Gygt0eC=F((~bGKkJk08h$38tcsP70SSI{c@K;_K0Mu!sKTQjo3m8jW=`sgsr(IsJ& zjjiYP7VpRw8waDtv_eB;=4x~aKNj2Iw(AH|Ep$XHpaNHK;}SXcS>aKcPDIiO&3n?A z6gq+~pk5OQBd|v4(nuhde@qTLS`kGDPJv*zJ3Cf~w!^<()MvHkQ%py_?)UGFqMuQ# zaU!CIln;L_kN}{l;_@UQYvG*JRNWeBT&V3+Nxbd9=kx!ZM*r`B7vTq2KVzLpHjY^k z*!$uF86}rtM3{mf8s@&+R3`)lC4 zE9iLgh72L2cIu?dH7WTBAmQET2g}M;EM-C(5?Rut@=GIg$&EPLoMQ=4?&t;$P*qCgaMIj=>C^F`ahy+K^ zur47dr>Y33P&4tg6z)lfLwKSEf>u6G5B-&Vr}gD>lZD}#tvY!3*+o*kad2@jLt}id z)-4=v4v37_U_oB70D)D7#p&4(lKkj+GE@&Zl(%v~fxyc>QWlQjwKUD8-gNi*vdIoe zip8bB*jBO_x?2az?a6Cb{F(o{mUnqKRVFb`aE9G-{uJ6Cghn`LBA?vgQ89GZXjjn2 z@N*NgCwsGQ_fz~>tdpDjF@`zCz=nrDWy+Xq%EcKarWxXzhqA6VEe-x$*439_N>Umb z+934qw(7k+!|&9Mo~@f^Zl2ua<(4`=_gs-Sz{p*cXM5=ZL<(f|(8Q9~TNm`wJ5cfg zg~#rZuL8hDW8_QiDCm!oMrmnjN8drqNL~s_3R!Tir0iyHbvWDgcI7jPt3nY~Aa2fy z(E{n9e}RYsg|;%N54+-Y^UE5`*T7F2<8Sj1D=dKdEBE^j#9g{0mkZemk2jJb%WMy6 zGunwZAL8nxZj4G0z2KJA-q-_u_OS4&!n9v^HB`p7qKGQZ?E8VC1zX<-R+(J z{zEu{gELEtUee2I)q&vtz)y?f6 zTWcfesMcjuYRs$>^hH?QX%KB?o|W#~%$Xb?1^ejeUlmh6`ZUShhcHMHI)WmJvo>K7DX8e zfI3IP!7xXE&9cf=v(6}$ ze!5XEdS)wCQD(Q>2C4bA1=A4irm|2Dx2UnfN&LD!wbb0u=~Bc`k%yyrfpWIFF(Ye> zd`pdJL;1;a^78U^b4aEhh~>vR1=P<0PmwmkuTgvf`AD`0`Ky%_&C{8759KPy>O*4B z(^8$6Y}rQeU-74Wlr#@o*xnN3-V^T?|HcT8(CrA*6^~2GIuDwXIl)URTV!7CJCF~O zuMfJv4}d1vpdl(W3|9zqe$3;*gWMpo+ixn_R*T`AAljSq623wp1R(a|+&Wwt~6k$}XP8FepfTWdtJNN5~h4 zD_`0)K;Mv;k3=8z^(;wtkaYet)IfGESmX}B-W>txFL!$RnkiZ<8$D#?%ZFxP zvx%lOy)WvlAJ+CLYZcI$ZW%E)EA%@@M7es zAz$CV4L_v;wd8OYQ_dMYX_MT6y9 zK_F|75lqb5!B00Bsl@jpZi5&EhHY>0&^|I#sh1eg{JK*#WbD`FD>n>SbN z0jtpTZZ**=#G?)OA5TLn>}ZV#xn)a82RP>dW0Mf_wtvpL-wKk~D43Y!c3bZ}D80D= zXCbRGgUlYREkq-xDhz{R+%#G3gAJ93mHa{R8RuvPtd+}j!08A4&yE@TQKcS((DnxS=T14UQ>R7E@@gS9VinLo3xRcwW=1+sxl!V z)TJcRD;Zg_BbIfL$1R%V{B^^mi$TvC==FsdjLRYsw9;&p=3zyY$vZUm$D z&%wwBEM=RDa*2q>6pXRBHFNY8;6Ed6V`DR_u;1*hhwcJ+zRLKXAfCluy~VBGnn?U1 z1{Ov(+E8PeC#j^0fk9@MJu_1VBiZw15Yqhz%-u1Umo9B7!x7cdHw6F^8+IJE+hDu4 z*_d^$OENW$s*__qkaTv69IagByDR)fXO$}^pIbbJ<(z%rFm z9fp}&E7cRO_JC6&rtYsS%s(hGd+f850m7R~OU&c+4i>mGH?Vfzi6z$!Xn>=^_D#NB zefEeCNH$q!KCx{DDQ}b%(nE7n8_7i&z{|C$al0Zns~xMMctc zo>^hOO#4WKKfE423BmSr`6&T zB_o`fMb%k|sP++KT#WJ6*bd$8j-&UV^Ec&}S#@LwRUF(kAAFPuxk$mZ7?np$&ZHSw zmSFlK>((iI&}NIyENd9&f|lmB3`w^)w6KkGp6fEjb?-I$OYM4LW_0>;+X76z=pFi~ z&CHcu%iGrJ-P4y>+-~QeqS+zx+s8T~d-y+3p0v}brClMNQbH|W@x!Z&HwKA2!}KQT z4BK}Q-L|s3Wk>yi1U4AsR(Wl&aaQHDa3}Rv;xsiZBzn3$08_7R%{!F1I|e;f+3Yv* zeUFAuk|aMU%S?<)3zNy9CAUxkI1E&sIC9DuZDB6nrYhZXeZM)%;S`pL!!k`r0uoB>u!# zY%Z2*jx@UK)M->bIqSIP8%};f?9iy1Hhr`!AKOoPsLao(<6A|ZO-YV=#ZN9umz;qT za#3g!NW)5ha2XRCzdOjpTH>K$B9;g7Ph}+NYs*(A1i63LShapx=&XI6C|S^y=wuoB z4Xh{s0Mff^D;@Ou2~38f&+ijg%lQI;{dP9l8^^JmHTC5V(|}O`Q)Bhm2kKNOzp)kq ziQIb|im3*MwZnP%Ru;Gg)j0n3q@sYlbF*sn=n-EiW|xbo&6iS_{O2Nc#GT)82}x#l2W=>YA?q z_~w$tRK^y!2dFKHhkiLU)yVE6)#4COk`OLohW07p?y&VXyi>Iol0F&} zwtM3~tmfWNDPo-)DWYs3lP_1BlYp7e#J{9yRlB4ln#@|y=P(e4h+>=X{Qb7cq12Q8 z%;(d_a`;a6nr5Seg_?YIm9Dxr!O~0HX*Cfq^PiIFmX;;z)r+;FVpqe-7>4)%^*;jU ze!NK;fejplNd`z5hnj%(r1=}UULde& zZsDCPt@$|}=;_+(rVO^*1wp4h1**H2CBX|dmrHZra#AYpBu(BwV@d`cFw2C0151Y5 zkpcNsz_<-k{92HSQug|Oz@L1zPWW>i(5AWJC%`%gX-DU$;xvi4^#Q^uf@OhExT}GqJI; z-{8iJ&Ku}_h0pL22sozTRF{82__IcsNi5_Usj{-N1(lyEw@5$bJ@qb02mt)%La}6t zy+649?>!_$2ad3vo7d=`e5C)OBK10zBPqFI`btLuFkL`%`xkWksUT-N58Lv#^G&!2 zDJg@LONy;uSN5sLML}16Yvkl;31(uH9&4(3-q#<89Y37Y{LcG%!qfksuv~?4C zm2cKT%%5~Tizox(61)Y_kt%a)c~EH z7k9pw+Cq=t+z@_1#{+11A`%nLj%gfs$lH+1VFDfC5%_vlWU+FPFB8(|gD7{e4nA!M zD-BY(vycgOg&Gt0^z?vr^%8DrXbYqRd^Yo2AgC|`6QET`;C9tyqrsj~;7K7RBO~*R zY4nly1R$zYGB6AnoP)5jDO$KZV2`b8*?gh`{!d@e&z)9AfJaSML4hPp^{ozEr2vR}rN|N#z)AcixUc;nZnikyL*g8Pls&=qi&wyqvEmFX>iM zsZ?#i?NEF+PFm`Xm&Q|PCz-vVb-w4=ktW@Xh$5qsN0TVE90x9|#Eeng1P2259^0kl}bukX~AKozS2<9)L z`3?Hw=8G6sV2>Ek1f<%!w7|y7Dxs~NiWvf{Cyat=elTi7L1yXy(2$qC+s+*E5=Ldx zgg%WAIVwU{S7A#)Zf295pNow`3k&s&TYU56d&x-&mZ_5szsb6~ByB_+Z!G3sxO$D^ zToo)u4Ih-tt7sFU3u|axE+_PVkyuRVj2$pdHoOUCX+%w?+?4TFKj+!jd_?<;yob~I znzYKUm&Lx5_mc;QfidyD+I2>h4@Yw#PVk8WS$8lG!|$f;cM!Tp9)#UJ`>mcoGcI^a@S zAN&pAdP)Y4n6Jh7uA`|*;|LYmV6dYVg&65F4tkQuW58jlB23%uC-nAPswSFX@`Q^f#$2 zg?OA#(#@_HXN%<))XAQ2AA~qMoi2IcrOm6@*o%xZqf`#*JDVppH#*dpa2(*Eoe%az z&3;CWf0)ME7a53FOWs-K*rk#b6;DoD_En2@Rl}@+?)15l#?zO)`-Cc5nqP%fTUH3U z+%94uuvW#$So)k2NmJei&q2A%Kl~Lt=D~l*e=O3<-OX0%!z7h zYE2{cKl*^iO_IW94FS9f#4fO`$=z`Sh4JZ^jN=DqURTm1fL}y+(#?6ROAY4jJkR6vloiA6cSg#7 zPqDKrJh^=HiRM>UT?;n0Z{&1@@?_7w^=z5Hdco@rNv*F}!i760Su{GC_51V;3Apw9 zvEAK~3Nob3T(hzYTRgY}DarV`@8{jCR;&4%6tMcE=EwH3O=-M(Ok5&I~0Ag4{f_;xSz7nBOH2F(*BZ)ENjSTVgujbock}JTa$q zT%VP`sJ`p-QJ$MZDQ?ArR zEZY1|xL6po+q5N#Qt)g0Fo7`8@ZE*n&)qd>=-r<_;4TD!`;4+N5(S4gsnzJ#RD)9pUDq%o@5BQ(dFo}k3cBxh)Y>4x-Km)-3*OeR zKt3Y8Kpg$$vT+kk^+urWOlGrAmb6pX(kh0R7k4c{_0rdYtxw9BBLK8IV=4CrgoDT_ zD8!Ir9amupo7zd;7{Gi04_256oE-+Idjo?`5IVim!H5IcXQW8Z9AjW^%3IsqBsd2d z@`Q}Lv;3}xQK<3L8jVll2Y_Tzos*N}6804!E#n^SECwDkt}DaTT9O`+EtWw7rmr->S4^a5P1=Aon@nA(}$?H%1!=iwWyHTB$G3~ zbx9#ts~;aZG&HTpeteXTwuuQ8H@Sdm2EYhXEkUR98*!HqXf8C~G0yJ{3H-N_y^&=Fw_!iAt*1L`I zO)3=lhZ$}%|L~++g9Zx*4}1E{BY!7r{>}SOP5ce0mQ%#=7chbD+jW)% z+kF-%1MyYrqUfu~mw~UnC^h#0gAljS93HSLBMHFKPI*sE>(^rjPK2Kkf4aMsU=5cpq1?#I%Ep8Al21XO6)bbj zDY8Z@d}7gyjDix^L&?Pj)(S+vetLcgXcy?D?+NoSi*qgA>lXova%X}4?b`xG9d!zL zWb{rS?}B}>MN9x`(QXS(M8+cz;l3j6;o_s09XoO;Ss%unf>KTDvdf?+J0I(NsM$$% z==aj;)}79)ToxZ@&vqHqi+2|sQJ*<5-DJ{`6PI+xm7#B=XjS>V8D5R*_CCF z6W7e3$4rP`!!&ShB*=hJ{#M>&fOMT`O6<>y1b=Om!KV#4EIHoWTl%?uy8Ye)8|es; zW2;!#ghMy%Wbo*5qa^6P7#gH5;Qw(QYGhM!p5 zx1$+{C4V@4nCXFoJP1Qvfzqi$M;DWX>Z+|a|%x)#&S5H93c#sqCb>MiFoS-h`7j!>UhHH3#&tD3g3TTgzDW0rhV5F9<}JT zX}vNTUkCrDN;jzd)CMoIFC=^dMxSD%#UfrRSj!%$Nln&T@PURt<@1}XQ%{me0ZJTX zKgvU}h)~F4COj6nCZF3~L zA`ka9w?uekjIbKM=AHC%8~j2|!LAw9idRLNvn9)i%$r&e$VWc!aYw$t=fh$~x|_!Z_y9?C4H; zLp?V^MPBjsZ6b&fcz`V^??ECodw9U>fF)Qh0DS6CBRlW5*Wbwf;W#}2_t#A?qYHLe z%XGRfyIZpB>+96FM2g4eLc)|UvRDQFO*OCjzpA;QBfJn9Nl;Ui8!|?{*WGDGXhhB9 zN;S%-zKqqLfKzJ^k}!Q0`ZmL%4KfKBmA$kJBj-yP1p=RPP%Q%(kw|D?kQn+Pjp&#Y z$Hzc(H=XQ-g$w-s;RTf6+H!%twzCTVCiK3)6nUC%SSV<0{VSqG3AJH|C1vx_S!WtVu}5^uA6MI`gk zw`(RoU(409c9C>;R&E_RH_bXpN;BtN#tBZ|m7gG?)zMqVG;|`Ikb*dHKBny)aR^w2 zadcj|OG=%JF-xXh7z3YfBjuEH#ihaE)_8G(f-OCKRYpp8VA0FqTNdS3d%{0kF8XW{ zgLTQ-98D5PtIPpLH?a9Tg)qI!MV1=zEb$iuJP-vz+Mv&Htj(RGopeEwgzkGxab<^p z>*hl+-F)UNf4PrcV)oasQ-&dcxkyc{YEk5^AIxE#)xAU{OVm1&7odKvT|Sl39MjB)qw8J?jJ@N$?(eBdMd8;&Truoh!kolXHM2(e~YyE{DvYmC#ayEdSQ5$T`1$ zY}2BdMueD_o`KN2y886;C(of-cHtsF$|(!)XO4XJtD&R3(NlbB*PVBND5Vd} zeM_^Xy`CICQ2TVI{Fjuj4wKS@V?dy}*q^<&)`s}u$g%mT0i|&N37by760TeQEXO1j z5{3#2MkUd=5%XuYFOU?nd|Bx}Fc11sYBQd?{o1GO$dD)a3T2tcapz1+8-=dhE^O>X z;~c|ShtWOgJ|^IJ%WOLEk{r?qoIS||J6}xLxMcJ_@a&ZAJ{9i&^iK(W zu61RRnpGb-wNq2#%(w3f=r!yQ#hsIT{ua=mX+A@?Gxl^UOs)h_fCnUI+Cj7mN(_w>{n%bK#ER_ZwMLR!d3z7Rn{Pk%oaSB7|# zMFeI+dFkU~&bY#|Zl>wcKQ!-~LE&FufW-&t`Z561=48nV%sJkk zPrAF@*05(ryaZKag5m(og&fQIWNkdJo?2Pz{ND!u|!#Hvx^J0?- z_F#T~kkcW%(pZHf^o4GFy3m5ex#k zfe|h>VmrXj_zIgE*b0zNC+MyN?6zx4c#BGYXo?Cw$CZsAhhOuwYCiPBbZ9Kwt|3Cf zB1o1BJ=F8CFd{Y80ZotgfHya#c?e!V#sI8dcU>n+(FApkp=rtI8>Mo+t>r4T4Zj@? z_TH2FGdB~uC%C3Gk_UK-9qsY-Iy7%wX2sH;Zg)y%mDr+ml1+vU_JMBxB#W*6YizkzFP#0Txh^3$jqbmHDboJ>9T(o zjZXLlr(=P0%sR&bLgxoqC8&j*ghVv(FZZ{$t6C5X3;Na)tpnE(1Q<<)JOy7R(Woyz z!dv_m=Zh8paubiKP|ppvgD@Mf`!L9>QRAFJUEh_F)lwYZf1uYQZy`B|_?@{5p|Ebn z(=v>AKl4LTZyNR6%zCFB=3-V&krv4w$NYEJCA=}RCq{)_$$Hu&NtAwWt-#t{B<4wY zKzd;wq`B`A5)$%#UsnEfc78B=0sTp4`7{wpousSTf#K$5|J>_!@q>(o$qkM_Tunns zz_T`XPL7UqgoJFLZG=W6_Y){5id2T7TY7EHh%IW3J2Mk?HdwVW#~P9V!3Ce+^> z8y_Hw{hEIy+;YN3_dv)~M&`YOAL9jZ6~=?vDSJyF<`yJp8Kv{ksP597dQ=JT|Nb|T zh~e9*u(?*>E!BmO#u>Vh#c7?kyn-pSgQR2+;i7o_74 zmK$Ky-tr#i4h|1hvxc^Mbrjg5{hI)f^&bNK*uMn$Bxv#Mhp@xp>31@FxL2F5z`bJM zfyzF04Le$VF1N0IZ_2mW=v2Ji$^l2FSPqPuUTutG?=A=9J&d^i^s19DrQ{dhma!J8 zT>wU8AB^h|o9zvb42tsdL}0C;yp2$b^CWs4mM9Qrfl-|I7TffKvmIk|{sA|v9G9Q2 z(D&2+(Ega&?ab_Ivh9xiN7ql|!#6^6F88UAw|htA6-cQ#(%==UWZB+I%SJ%;1s<<%8&YXoaYy3HTw`U|uroM^9kwR3rdpHsE4ReW!_ zQ4_)G3$zj9S^ zbcnJL>6jWWUc>)9T1wgp8sZI21HC!2CA?H+;>zvn9`=o$KPZYKId;;@q!>k7zdO}= zUsFtbb26)1bQ4PYKfZfRz!ydLnwKDq=3#jFb`+3A=Q0u#S@>9s=yA^5^MC*E;(p}f zc^s?ac8Et@Y| z@rO0_o%uSi&v;Gm%G}FmcbX23___~KI@K6&T9=#=6@EW^&0DflvLWU-zgYg^AmgY5 zwrV!};{)G6HT#(C`@FaHaKeZ_TTd8jqO1DKU}XuCIn^NE+$8k!oa_GPH10j6@-|$) zOiCV!pne*t5L0DXiH3aG97vPY-sovi-FvxpYrk?*ppYFaUzU?2d@KN8EsqE95!4rO z78CTn4uH|*W#->(ZvUHrUsxLFTeMU0o5N&436@P{a#oqvzgl5nC)jMq;XKFRz@%`B z!a}%NEdMzd&1^D(MVN4XlFOBIGDR54SsW9)fcuq1?wmOpzc@74elWkwl_+3pO@Uv{%FY~5^|n8H4>BJ?kf9v_EZd#iwt3rc}b=^X@TwoF=a*{}9E zW1^-g%M+Ghdt{&4>QcXiWl_wFuG?-_aJ%kdO5p=A#k^}Muy^k}>|dYfkYxW*en$Tr zR+&ut>8-0QX|g>0*h>Xd>$Sr$T=zeGqW;t1&Hn}709dYMA9E(IiW8;6i~d7EuQDA> z|DgLB<_!npIA;z;Z*Ry<_4{0Fhv2!v*$vN3wLiQ?Gs(fVGIOJ^hQ3)FaV7Khv zo>da7WqkJ#NREi~_4RS@{ON7P4`&?=Br@x58{tX@7js_2uBTM=^v|vzd%S(WHC7lC z8y{bnTnyt5QYqyX>$!UL##TGRxbJX@?=2O~Di=O24_R>mzY$`Eit}v3_R!1c| zHh{8IQhYEjOgE<4*dU)$)L(tsEQ1$!p$p+vskcLjJGiRM@4r2;t;5WIjieI93UG)? z?6&Fk(t9Au<10w}nuPm5OcekAGxMKc2eH8xU$d`*;oO(z$pGX9he6kBHW^s5dcho* zTUEup1>c-GQ_mPdK-&5$mxWgPdW80K8rEb`jh9qK|7(l=zhYf7|rXDX%YUXUD*5YgIhJ;mcbHIb0)jU8bLH0qdbLsEB~6i_nW3gCl;(Gx~1iyYfc*I%n})Vj-5 zb3aCy=xq#0uNu%g(vlGWu)w2=y%#gH(lMg0H(KKH3d7cAP;!?|aRpN;x3x;1I?}UP z?#gPH206#^KA)Q2;hR-(sIyI^oKL9>x&_oqM9ErZJ;%FR#w>tHjk&_l)e8uzPODavX5Xdv{o#Ea;KsSc@C!fC=LcYd z8$gCvS$GeQZ*4AvV$cX2{Zh`4+O0gEq88!19NMZItnTksvnQ@VNA(c(oGmX)>C9y8PPMs;h{JX~h3Ao}1IDio4CJ$-{9i@zUc< z+KDeIoItF~7RQDn9vhTRLgH}5k(0jS9jWaUEr;!0xw7UQgTJ&;6sy-=xpDtU{+j=f zk-)}-uFq~5xPm30fv>Fm2)nQ_B%CjJx`mw8HjFGeo^fmw&YHMO(CqD=?Xuz{V^eM< zamx!}$b5xW{Yi55HS;dQh~?T#Ps;OiC&{hE_-UDerW5_?mg__Nqh0pq&GQKQU0{dE zMwb#=j{n1WL=h|=FzTI=(1WJO z{m*s57UTq2nAuL@S4%!mNboc(QK%>wTc>fixTYBAiaiC?d+SAVy);hpE0u9-8M%(p z@kp_!2@>;7y^&9CHBE?dF!yMv<0mioV$MyuS2Ei_i|gNU=l<5+GxJMT!qDBOl47FH&yVH`W1#<#AoXDalCsy%?u;yf6zfloLl z5N!IzytpnRU-RjLM9NbJ8YFwLXzvH8Jmd47aX2XOGLeEm9S1UNW)3fHy-!m%`WHPx zV@C*d&}#$Z3fQfF*av@y3H%0Gn+kpjm37Fs1M`c^pBa%eEAliQUq+xMBp7CYe`we% z;_-7?SS0txX_KD3Q}D*jaQeG-fCzOjO_zPZoxYw#aC4PI5M{fs5!c@&G$@C2%rbrTix7oPE94Ssq%p~C!*4#sbTuDtj zXBUp@q?ptuWO3pwsd#`cvByC?r}8^CVXC^CEQee|NThTu{cMiH!S`#)b937BpuH8Y zdD1q^Pz67?VX`4A4o|g z0lnlUptOR0nuYAfyqI@buHNP0;$e7)EC8j)y?EXaw}UR}%>}v-@R*H)jPP`i!Mpsi zRK^px`mJkU>w5Yt?_ZGTgbO5Ge0QPJ&DZri+6zP5@lwy(`g;)n^aK<17kv5n*D*V) zK@m_*r)YK>U;tU&l@T*zvBT&H8=(aPOvuij*5+a z?paU=YiJrghV?+`dEeH`!D>?X9iC=>bDGrI#0q>=zdl>p7PGv(4N53a3r}GkEwt(t z{GZWYAA|=Y(9j6PvHOI+3Yw`wM=^L;d;}Z-AvpCdAUps9>E-I=p=NW8e#0@N`M<}8 z`_WB!*k@OBktlEuxQOnj=Cv6O24X+R<^+C)B;%h__1~5T1T6eMb1-;o>+hF_FT{V| zJ9=upxy3O<>RU+3vHdG%+%U0{JDGwox|FVydf@#jZFB$Rcm!;t$pC!03XrvY7?lyu0zu~s-#Xau zOe(-J?Spg#IWU7t@+Zf{tnvhUU4oRG8j02`bNYKgejOgRfX*)7sRHmDc_=OeP78NY z${kLY)|#B0+$9w(tAT?k?tM-($eh7TA;kTzx^3GNGh}}8#LA`LZ3Cw^hffX=g&4v;$)TYnbpsj2Vkg+At#z5r@ zIcOCx=?FyY55gez=)~akEYSLeyk4SF{bp>%YLkJzSq)sY!ZX%Qc!jB*cP<-Dfl5yT zC!Jk|RUcJV8;K4cC@SiZhN2N(yqQ&8!q|2pz4`bA-=OW@kX9n-!-RSndOz+H6ru2S zB&R960rz;`h&49W;uPxE-@-BZWk@K5s&*>Irev(u#W^NU;WM@5p%GaE{bONuWnZ6Sc*O?X@GNOs0ik`odG4)BrCZTm9g!co)9O~sgRQ9 zB_*ZD8K6L~&OAt^kv?e56Ud{+oAGQ+y6jP1`D z=s25yuY_7~bijIv>|qAPEnHm}fsA;tS&|zMa8zBPu@yAjbZ&#Dadt9mS1`$c&}>zL zI<>&|$KwZ}Cbql|hK(==Zyq=~WpwWMc->%_-&!NKUDkQJ3>L2TJ7a}W{nc9EK>shv z??j=@Wlvu-u!9FBc;Wd25D^Yo}2^JXe&fH*W)>-WTaFIiebjDF^HDj z>~G)HzTO+;SrsiNOF2Qw>8!}C6|@(nP*Kr|6N_RqyZ$BVq4L3~IyQBN<`IP+U9Y(e zN##Tp4dmP?gHJrT!lJ);{pU&PLeWxviPfsU1Ys+z<0u|H&^ORoKj0yz)^mDV^+65B~_}$avo%&~lbmwhTHj6q?XC zzbTCXU~ue<2hm4)k2A5F(}XQQ81e~QZ~|U`!7d<9JWQ`7>imA9wTx+?pCnEz7S#9` zm0NAzstM2!4yz)MVzH!%S(yav6_q@sbsbJ(_uj^LKE<)YXBNLUF_v`lY~il$b>?V# z?<&NTk+_EOYFsr=(&8gK-rM~*h2`ZjPPR9SPh^`Eurm^^=%kTr59<0d7OJa@8qG#A zq_B2S`sr3{5v4L{Sv%ErL@%Rj2-9>>DjhYVr@TO&TU~~}%em!#1t1I9#-W=UGzhx% z?Eri$`$F@h_F@j$ixsA5;_=Lo8obR2UE^KA0w!f<0G~1$7Zx<)Jb`3LT8Kut(N8jX zw){z6X=&XMB#GGd;sE>WJTJH51^qrrL8ro zYg#yZxAuBz8h#nP10IS9f~JPM>8y>Z@LM{aNZx#o&-R(>$R}L{Ji2iJ4moCpS1#Wd zG12^3WxVS5kp8)=(?9?u4MMx>;9#WGK5gMeBfZbf`hG^@xJCcBz3NmnRdMj{m*XbhnPW6V2gkboeKR& z@%6q4#Xt&Vm9l2l*Hcl+jsFD&@A|a>T<-Kw$;M$TL1wl00R9mR;?_dZTEH@M13Yn| z1|iW*)-lWNrmE%X%pFH=>kOUv(+${s^isPk7ERmxFlm7Cyik1+I`?@7-=H5&2ZbHYB&Avk7N%@ z#`^&NjKZaD?&GYrK8C^ivsALx^53~tr{88o?6+pOTG)v@j2`~s&h8b2-vRg4D@>s? zJx7ITvA4`%n0ajo1)BStK2MTxziLyS^bpZ-{B>{Yt;&m~k$ky~FXr=P6-r)|7fqGD zvV;|YVB}o}0S))6chI)`Sy?t$Frlmi54iGcm(h^(sDzE<*4X&1T_$rdl7smg(%38l zMeE~2cvd%^yYX6mvlKeiD59t_Muymbz$=|b^X}_HN*>SN+X?sh4e5gvL#Ta8vo86j zOZ-rAv6-f9Rc3);TvFo9oRpGco@t@jY~1HWbWb6$zA2US^70C*6=CD@SKsRRr4NW8 zI~C2%a|Ge*s2Dd1Uw({Kx5qQqj4ry-aMoArcRaZoyuXpV0#BJz16V}^IAPuOzI^4p z!z1}ddmTfVaK2IdqU5GH`$qZ?P4N71mHfb%tNvB$bNFG)riLo4x(G%eDj#pV$?a|m zVqcjXfbr}vDr%lLzq<+qJRIssio4@?pD*eBrRW=ktvhbJWv?=)UfZ}UECBQOdbAi} z^t%qyAyB#b;jHPM4#-x!3;SATM{sb-Ia+kED$z^476W2xVazH$x zo8g@vX88IfFSnzx?tE>xdl}uwil>=4U&wM@xu3R2w6oa8`FD~z9V|`S)&-bj6jz^p z5px`KwOTZBB6F0D={%T7k71_xjqFqPWWDePTP*pYyy07pu1<3x)uR;mt<&_dp=ZrE z^Nyo3b-Wp#7aIO0hXM8T=vNx%w~4U1 zw49)sM5`O;a+OD%b!J9#{K=k96`|3Bd63mhh>3u9IEKHoY3jM-M}ryHBB&!Nm|7lCb0kxFqhXbghg8Bk@MJU?J0kP1eWp98)tY~1@SzUwX049iQt*HYaH z7yIOV_#D!GmKN&;%SjaN=wDE`=g8JLR8`;5M6kOiHM(x0OGq5K^fV5s*P*|@KZ=}p zU-Rn_yUn(Kjh613a+XoUpBpK6=z?XhkZzQu0t^`~<7!akN<$ONlYqbwfTc)u3>+IdH?b>WU zpGj_)LqTs;22h#c^y?bJ0;>A}J8vCO&f;J-D;5?O@ZU?{x66XV9x%&t!sv~#3Yeln zv1!eBA7#7-~URnUkaU^S8ezB!v`Q4IyU?k1`V~1 z9}g+x!#2PYTK`1>^CV}31#(IJmLL)sD|sK!g8)~R)iiS)J&5a9tYOC|d_PfDzv$bu z`;mGKrt%n&b}I_@3W8%KMr+3we!szJ^7BP)2~Km~mc!AD0K;3Kif?>Vbcq*}bO`~B(T(^}R9xEZv^!Rd0^+5pW@|L{1I;n>-2+k}cwmD29mPEt9J zr=ST_e_U-`@>f!o$)u)|DwXl)&Em0CX&)jKk}^%9W+#i@E)(<6i9NPXgYMJ+fNefOdp)3Ul$M@cD1%048AV5O+~^U$HVYrvJ`)CI-jZ~wJ3yj{BT z=HFjE?p7jOy1@zZfMo`q;)m4oGTp<_K0HQ&H+s;-!7B#c7Og(n!^_}mPVqx`pJmsg z$V+7%5ue!o`!V-D6AEHFv8pG7=e?RWy0z)mb!PA2~PX2gUFv(Z>$Axs~R zShc--cKiyy!&22#z@akU+eD>om~dw>9-6UIDFX-V!*-eWLq|z}MqKh8;=k1fDz&Bz zs6ZQb)Ie8N<`MpjU`D{FAa4ePRY?^BA%3q0d{*3pgg0RmT!#9%o#N0-Xow(v+l@U~Ot8oDlh8g7@VIlO zD+-z^_%L%HlX25I?9_Vn9VKFA83qDry==aX%HbJ=Zk~smwL+h80Xm?F`Lp z#|U0GwS(-oaiRSWuZEAihdtXw+M2C%3-(C_Y*s;()GpKZ_(T!R3^DF!1yFKvr+IV~ zOItloS$Dp%?m5VR%8LJ!i}kmVT7&ULti-H|ly2%2xFTif^dGllb8Cg;vr2M0?c~_Q z>akCLvJBQlrR4KJFsK98p#h9AP;VZHX-U}mQill3`5l}pVI}8Ff41iL-jV9oX2`{F z{$yVL>-Qj%K6L9uCjBXntD>k#0t)Gv?bpOJid4(AB{1UAqQ4=ioAeio;e}Mdovz{i z>9P6mu?`LV-656nQ7I|K{_3Cu7UqcR&dPexq@4`hj_Aa2#~Otr@|xJ0BN|qWaG+f@ z?&RboQJ0x*iuHv1PsLlux8RKKRKqo}Oa90I>%YH2Ohhi9-xUdeK1cm~Z{8O_4Dr49 zll}eR-whIk(?O7nD>)Eqj#t6SfW*x5UJyD^yz^Q6slCl}z?|Wa(CRY3`EE!+P?TLl z{MSXgO+jgFBV=`9HKH*lmZfKN#B%W9l4Ii`lJFxRSaAU}pj(tvQOKpog6d4S$oV}O zfVQmVLNlWTR%HqLccGof|Nia#e|-Hd0f@z|+%9X72XCxlu3{=mN<>$MD*>o17SuoG~sM{*<-LE{W4`#5TNL-@bmTmOCw@_&WNRyJAtU$|W+0YEnf zq@iY8|5MYg_@|}|3zmURsSc=~AO^3QqWG>ZQ7XW7hdKVh9Q-^pxipjqScBHVQB9cw zoHS?vyZ3nzwxhO(hexPj$>T@Y{b*v(PN_VWTOa8Xt1bezrty?K-gIuYQ9fC*qZ2Bs zeO9yJU8QBDM~rtDg>6Li23YU({Ah8P&~-~@za6f!cQx;(pEd|;-t&)f=S?t7;ftN= z`{rBGoXKKz^fQH=id;!@@FfJ*_WsTLVI2gSxJ=wTapp!BVNvWK-NuVMYU^VMtPf9x zuZ45=7~WOLPSBlIyt8e$B`0ooz0_5ykh2IylQQ&_;eUGk`Ld+OhLoJ1No9uyCHG{i z{^98NQB}!$1sMJ>x3HKps_5pGqTWa9_vzvp6_(yD`j*>wa&a6o%aED&;T5_bnEZ>G_K{q?-%$NjeDP28u<@we4Gjmeip} zgQn#@NGOMX#j2$zx+9O!xQSfyJ1stmqY`#lSXvs&2C;&!4M5|K1y+V`>N}kM&q0jD z!~(ejDO?U+&Q?CHCEoXU7A3Wy4iu+zx|*?~!Pd$zt@67Hd@r)Nv@%U=NJMJh# z#dKcM+OC|N3>s+qyMK$O!P06IOrKVGpfME@2j?WI;o7R=dTNdF|J4PFDyTX zqn?w{`>Ug}k}K*hb77R(k(pe^k2Nzv%rw8tXH?I;G5VN5EA-8OXliRY!w9kZh>GjR zwV1(kYs_m3l?g{Md)Q0U%z_&AKI#*;&xFS!7`UW=!ckkx<)@S8R38iQ>jm8r1BFhJ z#olPI8A?u?AGxP<8^UROm)#FL1Q}=s8Mo%C&t`Bs6?Ojj(F?c)1``AtQa_2WyU&TG z)44TxZ;pgA)~2VYA*rc*GOG>{g#UiDM$d(X&qfHaEKT%#vw-GF6{%in()7xGIeZ1E zTo7;s)Pu3Ms=`3iD~x{C&iww!?F5jryE}!qk7UzgZ{up6PR=&0;}g6)k37ytE_6=f zn66UvR7ywA-g4{Qx^#X>8f!_p={d?X#xWpnZ_P4r^#sOs?=DhZJS*uh3rueQPq*hJ z4qmeK!MNiuNSQfU)Vg#pSe)<$eP@ac^aSEXx|mK6lqy9iocr0!T~A~im+gA@xnxCk zPDWL+4SqDyHVTsi(2ZNU3XtP>-6_mpYrETRQ+^viRB3?HjuVd~`04*moF?d}-TCmP zM)`;-5DPo*WHPNO79Hg{JKPwh9vi2Sto%hk_I02qIr&N70M7~3JZ8MGl0(OeL19Y| zCjv}PYdu}$Rqj9Z!g7&pE^t1K-FblYzW{6n}rlvS(1Pb1k}B!g!Oj z?e^UC7D~ABLnp*_Pxk+-UL&2t)ayZ@Uhe|+IyAxt%j0Jz_x%^E+avQNyV+Cf#@(et zdy~b<4YIO}>~&9sRpLFSz<6Qa7q7?1#(F^Ac-#xbems(w9QMLL3LlNWc5thCh*(8@ zQDtG-11tyZwQosAej}uIv`i4gfQ;}}5unslNlJA0csdws!joc#w~RnHhw%-pd@c93 zan5Y^3BK6lDy+G7QFm07&L19aL(hEY^&C85ko~Yq6l7%O*ZREOp8x#;Ujbqq@z`;c z;eLrA{QdeO#0@q-taA_nJGRVB>)D9Z32^L~&iXq@A?mkvCe}Q|sl&l>i^<8r%627vxi|I# zu1GFD-IhyiaF`H7RHRqJHob(fBWF@vj+;bFDF}P_!cXn^<6`S$J0C$sRa>W`vXv4! z$e4}HAn8a=9(sT9Ew3mScTXCNB&2%O!=9DxZQryLLheRlpqOAiZEp&bv<1!6Wfhgu zoDCzlQFi?PPwBcXQura`6t7}_0hwC}Q3=9&+Q+(hp{Z&}6(fK-~0FWrup zbN82Ar#?L<;%zlYRM%M;QwvnIdfR+ha|^nqlNMBFXJ#~AL4??2<->#H5dg%=Ei01+ zY{+ckT}}*m7xa&?iY~E2rg2az6I+4oTG5>T3>~u+oO+SII;J+Ek}cX_veI1Q_@xxdujq70Ng~E~ZT--`hkq{Z$Ck|B~Hi?p_miFGGTtiGe-ZKP5##} zeE8v$O_t$u-+PRqyMQhN7#}`u2?<5_Ib$ylW%Kn;u?1#fWu=1a_$PTp19}%Um%pt6 z-M|{qj3t{GB|HVF@Uh9wB>JvkBe-9`SVTFM#q;!cetTugN!nETE;p=+kw;$;4M^nv z??BxDTegp@y>335acJ-q*I}~~_QQt{TxwM*fhj;A?!`l0?laZyc9t-XROWZht^K4` z_)%%(EN&kYAUpUP9!C}I)A4Y6!(o@54QW1~1LObyS^|jUUV)VgxvM{tQ=E)7wL?#C zh(t?eiIJcMMX=ljcB(%-tt9hhBA>#_%4%3Hfo1L(x(L`miQDHp8ftWxK@!s}5Gy@U zWhCV=JS5T9rF10XjLr^=gtc9(#d>-#C!lXWepsvV{_wxJ1};Mf;Fy@MU0uBX;TjO= z|JyY{yz&i!c76q3Ac72>nJ_HVU ziuQ{e2CMqd>>yLI#(%K3U7lhZe1u?|aiobu%dd_)D1pAa#QXlG4-;;ux(RVSJpv*B zv49(GKEj~7ncNE@ftyV>7%i9Pz&8l-p&`L72x&HZBtH_CIPz7|(_;YQit0kckj)3w zI}&$?*7wk(caJfe(jFXI9}#W5`Scpz+U1VEaf?Kw!QMFZhc-a4gz&^uKS2p|fSzq< zzgU_BR=#1{wiu{8;2cr8%hNZ9Wb(D2A`Ys)VHp4Q^!6$lcA~I{5~qIm zCwhbMi!gtw<#t}L%=!;^L*i2#s+$AnHl=(3 zaJPE;JT?As%uDAG5Y`QAp+NL2-Uk!{cUB){Ipsv6A2|kJaxES4=&YIA-4;DB3z7Ke z(BS8=TwYlIdJu_rM@Y{|g~;$;HFK)sxb&6~?U_=elZs%;=;tqT-5ToxFa4FTP~MuXhyKkH)L@C#`F> z-$J9j8S}dvz#f5mxewgy^m5$C{@(Ul-Li|$l**w+0Lfx}{)|n{e-}}#XPZyAYw$k& zc#oW*|F_#`Z>L(7D%a!J-xWN@;wk}w#~4d^1y&_uyqGBzIA$Nuc?^SAlOG%`wzXlF z@4B=Ed_uDp4+N1Y-QatZpNY##5xlmh#XN?@`>+h(j@ZjiNgrPuQguOm!OjnlgQk8G zwrNu1lH|&N2io^KiI6{b$>O(@1UEb@T5^jGI9;SJ^~ZxTaV`S`w<1^9$pGP1=Kt}! z5%e6CcY-@1lh(PkfAzn5SHE~-enF=ZJt$7kIscb6qy60|#O`YjOe@pD>*P4fVg%zR zD_*#`%c$=VQrkh~#8Q_RVwU5l1bFGz-QagFUB2ij{d@r=o!^DC+nkYHlq!>#ChLIU zGoM0{ij~uNBW|OFg+)fe`XfJtl|rs}0OyUr(@M(cr;t{SBt>hNEf`!agBEGhA>90gaf0@z&G9~n|YE9j!pU2S) z-R}5=;h?~Hri5Bs?46*2eI8lvZ?`Nihxet=U!Kth2)#iq$s4#nzEfmDd@ zONG7Ei6ZLn&?4mly``q5GhHRgW~C;rp`pR13gPD?LX*LQ4gb4US(kle@^7clyDZex zv9g@K>l&?G2!$xAsZTKUiJuwjB8o(dM&6^B`=vockD1|`2fz1IHWzMN1{^(;A`<;B zl~xz6_1_MHK2xx)P1u~!zWIAFwfv&(f-h@(C+<$`bF>B0mzJQJO+AlX(~kg3+&UtF zQh8RXTg5Qe%Myfs)NU_u#QV4$7escWoflliDq_P`T(&X;OR@|}Z2C1i`X@%#A(lav zc?7x|^t+Q<^oNUTCKp@u^D}wME69ii=eNJLhm~Jo&Hbe1=OS2SfJG3S6$5Xd? zmhO4;XaNO~sdv&fks?))qLfe+R6szaLqbteDM67U zy@-ksiqrrhQWTI9=^#}=5a}K1J<@ycy+(RVNOEr8wbwaouYJaO-u>~6vA;SPCfwZf zU*^27-<5MpoT$|uP2FRWd(g$`8}#i9-_yR{s1$zD$mL;;J0dc|YSOjY@1H&EdNK8_ zb2X~!s#u$D1aKGhFP=`w48G~keVZ|ABsw{^+7gxhv&sXN_WgVBlOZh?Z^0!?lYr0F zs|a_ie6=K&)a8u>lWQD%!jo1SMPGpS1xWa*L0@7W-=<%=LHjeA@0Y9PL@Kacxp82L z3n5kPzy-BnWDxK*UtpvW^L6_G>&4a}PC553_zrIL+yt@8&X@O4HED8&@pbZKoj_z9 z`;oO#*pI{UrcRIC!`;Tu<|DItomBeMKo0eaAI&{R;TEb0#nx>=EyMiKM~}~^#Y-U~2IclvJt{7I3JAqd~kU+)R@1Lv+coJsUfx;6=$wY%h5I5KD1 z>3_xu`I-YwoGXuSKkK#nKpmwzQ|)T|CSoK&T;S(?+XBF~j9@d}^&ov8EB=MwvV#CL z1MZ4m+f5%d{baD3RnoD`Bay2QO|SrF{cM(D4+QK$vdHvjgp*{izhKlB; z7%DztDsid$19^v;gx~mKaI4n94a*rqd-bzVtbG5{`OAziD~j;8mA2~hw;Ez@KDg#p zFt)LB^QI*7GCDaV7b5saCBd{OZ;q)m~jhU~N7r{aE5*E$mzk!S1O6@_f4&U6AeT_(-ig4-o zHbM6b2g0E9;WWKy>wV|qQiogHqbc#-u=Z!$8C_!=M^3k=00qyBU0=$o3oe6*-9z~g zLaly0j-AnWD!KvHzds;EY0;aEWrEFA>t3Xyw(Gv_O|pr-)+bP9)2F*iF4ud0{;h9n zLd`UYcfr~Yc+hSoVs!sJOgUwI2d3F}{zf^Vk_I6BL}CIu?i{>$WWd+=Ea=mU6Hlw3 zG3QRNHKMbEPr)_s(6?FQ=lqWdpK9F z8_>ycjeZA(5Y#VOZOoagvroe3;D88-OqmAkfrJ3i0ly#P^BcFBc9w?ojCFHOOGf5c zv(Xn}ZTeytah1O8g>@96QM&}ud-jIm4*(5-Nx>_s06^Dk zJ1ed}AmDZbzAyyf;*388-{5b~WoeJlBC{Ja%{o88dbR%gxqGNX*hu0Ax!nsl& zyXFZ1b8l?@!s9-RIQW<9h<>4G9+0~|NPU63AoOxee@hnQJIv$|*yX#r9S!<|k0?5O z3&ADaLSNh#MTq`##pfv9#@D<8gL}a-!FB(jHVWQgVBm_-cgO6d*oJTkt5T7WtGxK8 zHtdi8uWBQ{U$6db%4rYYugQTvW<&AhzDlQ33$R26XqM_K#PS9R3I|l3UUNtR+H*{) zUo(40Qp!y$?ujd^G3m(XLcJr^qL)Q@zPLYQ@O-G2j6R0Fu~xb0z}aJD?>PIRRTF!o zCI9d*|CAX#^xkkD7dU#)1j?kf`^!6!B*lc=E%6xAl%Bv|v;ZQ+c=N1*V1~Nc{c87} z0);)EML?s!-=0`^Zj8hq&7NM|rfNX%(7iZ%_`*>qMCoRh>h0!8-cq02zsVH&UYT%L zkY&#aUr$y<7!&FXd$NspP5^dG@Mj**&6ye)7CP2m^Jl%mo4Wu+l5*cw%**wLqGwrn z?9-@kbIdy(&hnmT8liZ@E5PW=!ObwF)u}m*islReeP`89HkBq5*MM_B>%kfjarK8O zwg~V&=!TClp>W3-owZ#nvU77KN)OT@Zj8!R5qm(s#1j023wN?p7;<8Nfe{5P0Vmwf zf&aWmpHuhq$3h}*E1CiU-qVgPbk7dS_H=<$!G6iLKQu#MScH~=JeEixF0oe3A8+h2c?4= z1K3GpL*RhscmzzS1>BV-?{$YtUI&$4sHQT)9VvHDd)@2#FG!P?s19Y1_Nmy;MsA92l!`ep#oKc(5* zV<3*#sexstAIM^m;PJirgvzJHr!+6`2f-OHrXjs`J3sNAkvjV;U6r|rbJ>zT#0JEv z{_whUj?0Gp;~QIBHzm;gb~5#_-_jRt~ayXBDb&V-*_(+ z@jsMPA*K6=QcrildV~9qpS^gK!t0Y8_u48%JEoy4v7p>7X>w<{U|&S-Rt7ZuX6DVO zfKTGbzDx12?o0I#*|bl4dZHIi1T+7>j9TL~@zEpNM@Gj8l>dl{oXse0RM%65)x8Am zQq{Or|G$f?KFgVSO;jTqWa@mV?#`Dp&erVK2aNFrnRV}oM^lT_)gDZHZsmVyW6^&C zM1v_+u?UaD=e~ymVJun~6Y2|?x91u_0-Jtx-2+)eSBEy`^UpFBbuAxxVdB%ys3!2l z(~ZHwX@up|2alPCS~SMuEuiY2bqYRy{n^V4AhZZE=v1`>Fw0Nd*0eBEE0ItVp6d4T zOMLSHYH*a2zg9*$l&)#GNa*=h`u}7BShSFK~);arcVG?_!V+fMuJVDj_qjP zRgdf;5>inQZU0KSpyT-*O)p!TADH!hBd?GZY9~#-E{MwOPb>1pvRz1!bZi;_Wv zc0i>`rp09$xU2LO7XnM>e=h)NA$o(n0uJi3xU7%CMhg%9!{kPR0VXgUi;PIhR4`9? zWB|Hu`Kv|`dA%qaaJd4}9ULh?Rj8lZyo!vEP6xjcy)JieV)^XK(Khz5@56f1+q_V% zx@anzbClhgc7>>yRN9@VIj?4&FH?@ePgG}YL~yF*6552S)7Qb!L+{1KZ>C%qGO>E~ zx?f&FwBj5Lzc)*j5S!dUkddr(T)NJxv829I&l1!^# zb)r~qsKm+K`qjxjY!X}qG&z5)YP>4tv+cb5qkGpo=3CUA3%-c1ZBV6_$i%oXY~b6> z=ka{KwrrOUZN9ukMZq77FM|bPIwxbo4#JOR;0^0OGt*;Ovr^r;kQ1KPw)G+2Kh5`@ z7>lO?S}0*+C0H;;d*@-&$9amKM;^)wz^LMxtu9z=95J_``1wSTT-rl_DLKqaIPrAL zjA%Hra13qw9`?daKNqXzaUrnN;z%i~_gK-Yd?ejPDPBQOu)N7Ncf)A6#p?!$%8jv+ z8NGY$6UuZ_tCFLx+!oa8!KnJ(o2rDTzbP_+-TjP`D%(Z=ktYx>R!vjUy#^fGFE{fn zw|Oy~?GB7(ZZ(}Uj0G0+P6`apv!@hYWd9}$XH@`5Kb?ypgE^At-igac4c?k znjTxfnSW-Sh6f;*zv@ZgJnzVK%D51y9_~KUm?n>ZyiJFz^Yk)~mz8czg}X~ElwTp` z^{~D2!0EE`wOTRr7xc`1t3N(i`WlptLmC-NEbee>xN!rcp$fYRCYn>@sc}ikN7Xm8 zpH%Y}$k}Qfa^ER*G|^MP{-5$U%@?NL#$e7PdV!kSpbzMaz{|$lj0C_s=HL-kZ3^k(wXdhd!w?x&DXsZ0sqC-(o#}0fL1R ze5&CsR~9x0k6yniAht4{^*}JwJtj|?E%$+I%%>L>J4>uXYWuHM48vd3rEKXu8W^qg z4mXku>UtJ&I{Z4PPZSm_{M{&axrbeV(UQe``xS*y)9yE2vwq{emDE=;whE}Dw_U(Y zbzH#rf>Q)I27i!u>^`8riUy1nBRJ;txL8t!J*BTCg<%m?fZgh4^IIzKU2vdUr}@9) zA?If@RV{$@9)SPeA2_t;T!>9 zpMFKSlNtrIzu#R5}AAH;#y#M1yn1Tsbz*9Xl!7A`w@YNR}VPdZ}s^cp59=NGFt zAJ-Ln2PuWSKRj~pbV2547|>b+1F(uO9US*(67A9Z5YLk-PjomQNbP;$@}Uxyb0N}G z`X3@ay{?!IXV(}Jnk*N&nkfpa2^D!>@lu-LH{wu6eaWAEy3$JtgA!jtHmf2?$2MD(jIT0RG*`^AZ5lPumoxZmd6$`|uUkQ^jW zVhO`w)Uz1`?)!PD2eO%YKi_c+%AeUA0YGg0on$L&)!{*=A48gXzo1@!{K*KS_@{ay zVJcGps3KgGna(rQ!T`yO)%Kge5~Y&yIP68&R%00yLYI2-?RM30P{JkgDS#-!71Qu; zAU*zoXLX%4gJ;iI)RfJ8Qf`?(DNWbCb|Jg?K4tL#=mJ5x`US>!`V|147{X7Of9i)Dk2fO<&ZXL{<;}@eHFboe&1PJdHf_4bi;c|M>y}Xt$KqZZeJm zt$_A$kA-5-9-xo-EGQ-_ir*l-E$8QLy~0Gd3t_*K7awD4%w4)4x|oef%S}Vzk|qRT zYQ^hbJ7|zNylq#xW~QUla%*dH0@H1}IcTR}zc1vU z`yv0URMA%q2p<-rWqd{c&zJT8{%a_q1%P%Zx}I43@BMB6r_tj7`QZPZ2mXH^_5b?n z{(t<-|6gCOuj9p{srt}=i)vP^ZhjDyH!hhHd$AsUR3}|>i>>bNu)7$JGQJ``3}Sgz zFP!|(x99&JCX`0T2uQ=}9i!mE|2Ss_egKnrsjj7L2iKL$Pr|gzn8v15K@M1F-w7(A z3oJ&pd|$-nX9( zj~;ye-+yjAlNVB7jC;`WKVHuM`$Bq&`k^A=$xkP+4k-QeF8@C*qrh)|@vM3E%I0_{ z|Lthzc7gvS+B>FU*t?h2}1wIv-RcLOOOV`^dyA-?vn2g=KlQo6_8{a zl*9u(a3DGAED3;r^m&KFl}ID_`pa$gHvs+ig%s~D(DxAl5ct6_U4<*ds6qiR0g#bu z4G5Jll-`f^iVT@{Z!vD;*AwMVpO@7^Rm%n0Q*DN_o&rH^08IUsOp@Ez^b8XR`6_F0 z9Alm$?&hkp#DzXz*Glpn^4!>XdRu|tGEph-(18=$?j}zYchrPE&_+Y-F|Tnh>IJa< zJ)d$q_v~^Cui4~S^kKegT84sIgneqny#`l9)n(g_+Zd7ko5>@Ld58}RtD$c*btr4h zA_^droeqU_4iD9lGJww!plQVb?JTvCd=x9VDNP0gNzP)>L(25321q;3EB%l+D7Jhg z^X2vRn~c$b$UymOIf@);MaD!%GMxc=gd>+1*rQl%#|m5#z6Wc4aR3~p>)gr7X>fe} zwnN=f?8+Gl8O4QW>qkX}R2rjgf0}YnXP^uK%8`h*Zhy861fvTB-SemmVIpuQ{NCM; z|I^X&TqX4)(q`>NFM#wq`T$HVBLS7zpEYAIg`&lw$+6(4pfZSaBag_90E2->boZ^% z6Cn8MJH@<5{q&XMi{4=LVM0PevTDR11h49BtUxyLCWAkYc8 z9`hYPak6df&#=E+!>^Z3S9qpUR5yGdXAWiP&F~HtRbjEbTrzhDS-F8J>jRX@Ia~R; zxin{wS6b8(j6o4Xob?cyAR&%Gv!(NaH!)xFrHD#Wy z7(e75ji^OOMMf?I5F#$aAeKBtyCshLEs-@8`m;}6rakKWBxBDRe-GqF!HgC%e662| ziyA%k;UArRD}1cKVCP@#)-Y{~1Exej05$eqT%4JY&6!EpBQ}$p7pWts9(|Vdbb#U= zduVfZI0Qxfg7xeP-mN&O#j&%uP+~CfZK^)~%&E7TU8n{0kA#il(b+7G1U>}z@VOO> zVxi8fS9dO=f`FOwgPQtxp+!UB4449I=egm788Yb|8u=5U$T6xy8OGP~WbHSAhKe6( z*#RJ2d;iis9&ji_??@YNGB_~+M0-&nljMu|=@M=l$l>}NBRhF}^+cNx%q-~LX#p?{I3M?{riw#CoP>N1YXHhYYVCr|yI@q}KL1Fn{KX6C?wtQ;X&GmFKIdCcNwgCC zs$_c=2zM)gQfZ+GNRwH-#eL&sNUv4MjGDcvlB5$=6OnT?daQm1z?`g}YH8^`tv^WK zp(0SfV<0h&W$gB+_AqJ256s4Ok0qp}6bM|;?@bsgk3$H7^ARxin>^+(7|0wn9MwWD ziQPCYJH`hcW79Hs0K(sWW>R7A{sznR%bm!i12zMS>a1`#q`!%1eVW=F5+Hg6X%wkd zpDUgGE?=73MBG>>RKzH1{iZCLvyrtQLR;c!-y+$Arhwj7%q4ZyRk9yLds;(V-UOox zN+h2`xBzL>#a~x&VVNToDzjzzs)zb(L*UcAP~^9{rqQsCb-eD@pnc-x2WRKYU4HBH zqS_D70a$OoKvxm!>2vaPRM^uf+k)SZFNhn9yV;WMsk5DO6FuQ~WKNgsK@!+0UOvdGA1>$`n`l|B2z_Vn-4S6ah4Ybm__xZM^8#Gtt( zi#KJ?&}mX=iT{)1H7y)8dm}mB1&44@R`#8zd=4O8SqmChqUDBafV_oRj`!lRlnrl` zKBkd>ci)+PPlM7}paPoVl_K~1kGKGc{Jbwks!~&JEtP3&@oqYei-?>LpeTILwrO)7 ziE4^dda&D6xN~*aI+d8#H8wd4`9cBCM~)1b@soQo>NVR&{T&jEubKCwiB8lxUwWe! zG&1nlL9NELMr5KFH(>ut&cvt|YV@yKrv`tEf=@-_S6!x0ZZQ@R`YT_~@lzRJ6_W~B zD>e5M&fY-S9&kSTrC6rtRZ%U_UJfFSc%O>-#CTSQN#4GFjyYWW9*UeizE|SLL?ue1 z;aPS~><%UBGF7~=QG-w2B>IEmskz@Zh}fqSn}AVvFR4f7PUe zre0o`syV>3HU)0|{qc$+OU6aS%8cNQi2xNYYYQ<1;9fKUzbCCm!=0+seF+Mr_te=?_ku}b^~(jH&IJFdhr(i|YzjZ|L$ zLZf^&T7NxyN4Z+hr#<;D1m%LXe`EQ!e%8h_TVcj$E`%s@ukP?gp;og^od%Rt3)tsZ zq77)X(1ksWWxLscl?jaAne^Edn3Q|eU9S#p;ii84MukO*nAD~ z9aC8&Ss7@KF^k)%X!vm7r{6W9^4$^@_H1x%dfeabvnW~566G}LyzuI6nT4H9{OK6m zPsHazpY3CYN!BtNXUNzfPHWA{6X|~hsWv9Uc)-AvlymAjR1QOY-f(tS;#KE1B_Sh& zCq9vIn&fr?+hO+I2f4S$msUM{&XW%vR=3&^637KRFk5GR6roiM=VBW&bNqSV37X;L z{kII_KG-0;kg=nj`8O`=IJAsv)yH@$P-Iqcb??_1=ikz(ouT=#OT@7S#4qBGbX*_; z#?bBv*aAF)$cls|H&yH8%GytvT^9)7RMq=x5*lU*)5aAu2bb+^-Pb zi;`nzW=7OAJ6S;8Jw!Ri%U3_C$shPtU$PoYvi?ARAf+=ugzNG8k!5wNcG?4DrC3r8I zEP4kLKh$}o@U~`_KL<`^aCT-~4Gi}APP0Kg|zH~rv`$IZxMB=mP zqy8*$Z6RUd!>o~&ty}cs9wQ`XH?hvcYu!_^r#vQ^7^fHY6&$sDw)%KmJuZfFxq^vv z25@~+D?%c>t{fw2rI`e7vfyKG=4w|5o3xkeN9M33*K zB5Mm<5@TSsO=`7IZRvKcSyI{CgM&{eKa=;%6<7142>nTY?}-5aEL+#5Q6_r>Pjj(a zlxd{`tHlJ&s|Z)$e>^oK2P57d(?qVkJ~y|PpOi@vsa2o72 zLo>*<8w_ktxOL9i;Py;Ii-%s|T!ws-4jCrtvv=gBPsZ$tS+GIi`L93Fs?chW(!wF7 z@%cc3ADh!R5g;mt(wHXWKrVvTq(8G)l4)Tgfo|-5B}CfUsbnV;;xq_O9#0#RvvF8G z<`h|Smd5{%BJ@y$#KM;GA0|_hkM*lH&9@G54>STS78!|4a{%&WHN6(cD0_mL8uPL% zw>l!@B)VW{!cNVJDBN1PTm`N+aSC~R>8%h)x04o{!41bOy+m1R(sVqt>oiEr@R9C| zGXXah^ljGa;GTbuB2aE%DxjIJL!e2KxgPu{%?SF48xDP-Sa_7$fnE^-5vhN6{Acxerw%lemHf={+Nkst~r#wmqna^);ct2BDS0$y`x$ohGMdn=@ zX?R(B@FQ545W6V0@Fkr2nZYm_O3m8Z`u!rgdVmeoTqNddhchT7dkXU)26Eb8E+6|fkSD=)7 z4mD`r*8UMITr8N5!?Dj?nzYrRNk!fJtMuS;)g6#O0&~m)V@`U2B(7cc_sqP^ybE?& z|GF3~74EFpL=9C8{vuW6Fb8&R&`xbwyJdn(+!}!ww@FAKur4g0+$;zqL9)rS3~tC7 zg$B2?bu)~r@dn6cYPc@~4C+|pI#GjoRfBhjoW|c@jRo(#-pcZp#^_AF&L%!I6x=~; zPi0q#^h-saNNXoIEdnQpSLOlk6j;vl5@zD~QpmMhX}?eAef;|wJN+venj8E0M|IdS zJxADI5D%?tW4wmfy7LhD`RAE6E}NOMw}LAf^v;fxpl=6{TYQR+=U3syQz^jO4qVi- zlQ0#?=&h`a-F&x_t0AeCP4_3;l2R#ESC}H8`u~nKBeep1RJ6*lFHwd<^ZaxO_LHdJ zv$2!eiN{M>$o^ws^eS7|@cj@XvNzx+KOy(8&AgmTt6;3>!1{#9KhFHjOUXz6JQ?`B zW0~Kke#gPt*ZN)SDH}*?YN7 znI&AGm_WafU`IJjRphrVpZeaccTkyp8YKW93I{=Eg+gZm-;DI^dqJipXm(#s6k&Sv zhT#`yIUmQt)G9c)QHf-~te|(&F;Od3RM4B$1ggHLg^`Z4&L%2*0w1r5T+j3#Us@*c zAu?5OqB#aeXOoHof-W@)2T;Y%X?m@C2=AWseXEQ*lT1ec9o;y1cLI09)nEMQHV#^a zY>>gvN-TJhcCORsqV3vLgs$=LcG(BYZg9hyKBYN_by+hHy(`yvG*lbi!{w@qfg|0) zzsk{zgm&y=w3;v$Tq0njI)=(B0 zTh-buTN}p+G>)vAj3?Qb$h}RpT2I^h&jm;)IhcGVC|JZF%I$*v*&qr@<`84sZIymY z*7A2k{bxAQCQ6hL6&bB$DeIl}!|!%`xpJ5o%d`Cz(_+fbBnYy8e>DIL@RgXJNfsPf zG6tG0SDE@FB(r`OzZHveGBILcbr746A-ZQGu zQn}4HUnAkx$|EH=rkW!XPDWTwU3PC}#7uISYB2IV_VwfRf6tYzb&7A29bW)xv;B4D z8OtGXMsS;nEmk}B-W^|Hw(&}eEo^vwSq)j}{!V(e!v8pj*z~H}C8zHaXG7#89L=)8 zFg;WOXHKg;4A1~Dk7%K`z61*=&$`>!qBI%dji$qaALYo(p)rl8%-e*|`{$Dj{wtI7 z9h5s1#I#h~b7vU6+^iPS3RoY_$8r_*c}4z04ETD_QP+Ea(`j`v{6I86md6VY%EBSQ z-uJV`K4=+VZtIVf6ZCd54N5E%LY!A0RBsjNAn4j33+d(ccX(GcO=ioA&yrNJ$*sH7 zkhfqF)FS~#@?Eu4_x5+yRR_yK8(bZ84t9&z5E;XF#FgmTA4(MJqr&66JRR+u>dxgqg5 zV~cJSJW~d$ToNCDy@psjCdh3dxAzA&w(XO{1(T17Z{)X43y0QdT*vXm+tDYNH>pR# z5$#XC9BolETb~r=#xZkWXYG*%T@^L1lc~VBbi;^cI}govpBYU8x4e}y$Vugh7I8HI zYCA28pmUpazKxG55FBTPJZpT-CxGioDJEON0s7k*Hbd{i^ts<2f~sjO>owg^P>>mg z9XH&85+`Y!{B?*72ATv$`P!8+I|QPJ2y+_;E77Rrt^3(d?;B)Ak1>akCvPhe)ffg$ zEQ66tku%bD@`*ja>}*iQ@oF@`&vfWVkm(e){gedS%C`YIIz3RhRd0f}u$63h19otq z`+Kmyd{L4`Q>j%j2Xo64&j?mXN%bG7i~k-)J0Af;?sk7xbwbO7uTHk?5Ko~;uk6)S zTS#<2uBHv@Vk|47!f9dDxVil5P)WyuSTxMg<^W*;87vRg~)unEzCMO7;N6 z50=B}p{V91=CxY#YzL^$761L@Zg+W1pOfbIGD;zV;%k9#sVpD$$i&)Z=NGH-fR8n@ z+O(+N6-r=3=)L!R8P`K-1g*EqJYHG)O`kW>%+^N7YjNb{yIBWI2JpHyyDm=d4KOF^ zMWq!9LLg>v4?n&eDXn~0=WlTH8uJN9U-qRWrLb;Nx$Uhj6~Fn^+S%ldMF6u`x3&2k zJ&4x(sF5jZ+K?B8^8(_Mhu?$?@vYAb-ZZ0Kv_GFi5q@MrIYm={nMstX$gT zjW}gb{;i{OE^tHz+UCsgo%NBrZW)I&{PfXfQi_RHsZTO9sPzXy5|r`^`@jq$%LT|NuboUHs6V!=mR#H@~yYUKisx55sM%_ z=YC@U7MOBPti8YCUNR6|EiG%;-|**(!06$dDQ+Lb~*DD~yXBpPE*+41P z2H@n9>qU3l!bd38$r2%YeWA(6s4eG7Gui8q__HSGTvm&P8QWXUAKs$~eACGDA~%fT z&iJ66zYgIK$1_~<5V+^~@)W}lq|$`jth@bAVH82l>}}QAdi_j;BKZyI=Rx9BooRMo zoV|njwQXXC_LTp>&Ym1zNydft(&Lkuxo&uK-A);32(N(YCBPi-L256WCP-y_FgOc2(# zr_G285i;S+9vPBTi8F*zYE^u403k)ez*HLZ>O}vx{P^jRaRU+8yoqCV#y;7W$AFS5 zC`)@HQp`$m3UYAM?qfAeU8?Q6XRI3?2_!e)}D&Eeu+qywaalNQ1dpHHoN3{^R z=`ujxjP_D#OX~$H_uCW$j=<#s-fO6*SPKWr#>*Dmi9R-OyBWK9$oX1k(m>cm8V2JaO_?o#ZNACR zSGshMyNAs5ymR93{A2;#AdBqTLIthi?=K?Jt9m4SWVyQl8roBhLKR zGbf{~6qiriK(#6sG5djrC|N`T~{99brHSaxtG6jbAxYseSc)KdVkm0kgh7pRJ5}d0>^^tfDoA5x{8xq zfLWEtp?2@{Z^NDXWZc&AS$P*_yZM?z6CqYSd* zSjXFIG5hd#_*eLpnY|cI*^n6wH0AKY4VrG@$z^Y)@ho;l z2Z$T711-eq(|ZqzG6lDA;x@rQh5$=a=P<+mu0l(qq)+4L;K#!>&;4W{PMtDK$>RxV zZ$%Nzf9y?$zoe7aw)dTIwNr?Cz8-WAo)8M`Nd&l|+$bJ3MJW1F(zCWbYv!Et1f%w$ z_B*`du~+HPoSb!#ET8w>CK0Kb_F=m0ZP{h6qQV`@#Y3-WD2S^ZS0SnxwzE|Hq_5wlHgL0g7tbI2G5}A7_43)4F9*S0sE)xOCP9nxEZw>p#Is5yPTIO5Wo+14 zQV-!5_Fw+~0OzOM(|>bet#9sweYhcvXJl@~(;x@Q-VC2@JfQgb{5nQ7i>y1+L- zRtX@XfhXnm=FSY~`5m*-7Q5=hCPw zx@YfRFV!Y!hp<~*V@fKk-^p!{2H#6PT9Xy<6** z!zhZVos3IcnRwt+SQ|eYXlju-*i)uJjxcNf!vQgiIwrkobeL1yIs^Ft<@1c8Y}j|u zF`GCBO;=|mqvu)k>`z~PFCPe;vo0j4)}C~cBS#hAor#O2CWUuIbU_U;CjDz$y0f*r zV+ZUM;Jr>Vm%~jcMGg_RZ>y8y3ssmth38bP^wcTrTmqbRq^savCETh$mkDw3hbkb>H={hTXEUXD`jj_? z8eC@n+WAs0N&8dKeVJW7VK^cYSeUpXF~-|Z1mN%CSac?z!{zYH5AFH%hBKTasqs+J zbIs1g6ov-pL;_iZXx34%*|!`w>9)WlXd5p4!3;(c4PpgzHslcOlQcI$?(rUDdz+~* zW1yK1Sns8cZ(qDDPNWwXCa$gYu$FdqK9g+!E1+`L#+<2u7Si`dO_6Dh<(@x5h7J@% zJQq5~w~8m~MLoyGdi|rN*Db!ydB|meoB;aGW08qcvqS>G!4SAHH!nvKvOT`ZeAp_B z)p)lfCiRQ?5$teH;XwSk*J~pXACkw9R8YZoSWTmKQ7#zm^eT`?O_9hRG9nUi))v@? zVAuEa0gx)Yhi{C)u)T#-O`KrGk?j2#4frnktq@MQpt!wJ$rIP-k~CKt`Se)9We@Mx zh@jIXa%&d8ag;uEvhG4W=={ShAbo_-Ni;+n%r*uv%2lp6o>4>DYaj~qsT?-P8ED_S zUwf*8r2e`x=~1rR#pw30;K(*~u5-aw(^?j`2&v;e4v_=sxXptA2)#V!TkrOomjyQz zf_Hh;tP<$7zuY1I)S`{tJ=)Tqyh`j}HL?_FEybaH_K>Sh1F0xnb8Bd?J&<~qztFQ! zkt(nZc96TZ1xEj(a@p3lpLr-ew3fJy+ZyfIx*<@1Mn<10o=M%Uy|Wve_Sey(VdwAR zdBM^M)N^W$4IJTBvLcb<6Fhiao!Ys-!2+qV?mVzY*r7~!q{c{0{qJY(@NX@!K;one zPsR7hOXuUg{UAOK(?_Ie(5U#tep0CE-ll4+k*O(nm=7>f8aT+3DHdU<*ikotm%v14 zJ(j|he#OTkr?8zB#55t48*Nl1KyWPB^h$N^l|2LuRO_aBQ||GzYLFCtxy=YCqOp5v zTWZT>ENE)KW88`<+O5eXz^ePT(gL3>oQqC6`c%XfOZ`S@rLme`$chseYks zd?r$D@a=>axyeyM<*w`;LdA-RDWVa7YpAU5d?J=|3Ok+rruMwCPz2neAeu;sgu&@E z>YJB&XjthysoUYZs%BR)vaI)%YN?iretyE${%jHg&xkxH>YOCP*0S)xe{gfiu?R5- zn=35ZD;}8(L#AWV7|4KY$&p3+sRYJn93Q43S?p*+*L>%|6fk$Z`g>vJwBxm z_#E6=pXMS%jrS%tK1t9B%v_#r&(-W*|D;O~RO#b0#v`?b;W^)X?_GF2e27>+RBE1o z+hlKy_Gs(NtyXIHa}^E(7qvL8t3~Yt_W)Uk&V9~8Fu5{aF5MZW3S8$43~p|sImdSF z;QZhYgE8pyj4AMv`>5Gr)svu61pjc55vF;bYw=P(4I!P8fCATNL{p_mgO4lu9m=Dp1{wg2Aou5=tWYHY0?PQ7A9_6Z{9 zodO-J%s@RH&koV}I1hfJ!?;ejcf-g+y3ozw@&|m|7P7kb4aPbhSm9C1*g#__dJ7Uj zmjuH*;CycRqn^&fj--Pnu0t%w0z1~-RukU-;!-FIQM=nf`I|HG5CTipm+LZ0$4XHh z+kNL)60B}hX{fT>+Y1qlsDa^PZi5?e6QiId?A<5CP6o2dnjTzw;EH38ohb0)AA0Ye z0jWG^59Fj^Q*)~1p&?K4%$ohO;@9WQA$6WdFCLSar;#p;)@n|H5%76^;_;l_*1_v8 z)pYDoSX@5R{q&{T!Dv8rTiMHO-aTs4(2tD8?7?q50#+#VTr8Rb%Ep#?=K7ZTrC(wR zf2!-nDyd0u9LWrojW_5t;=HIS-h8Cwn}SEc)kx`F}P8jD=3o!=yFUuvHm$YIKc6f(+sL^XyzN8}A8n^@}(Q8YK-A9xS#5mW?cuaF+m zBgKRb%cv@EJRRSW7yJV=n5#!jzM$C%_RrRPj;}=b1-W-58J*$@1MsTLfw!!fS%Lyl?)3;6JP{g{Kr19xz)axgEberg=EE z*)ql9cRO4+OBg^c&kx00F#;za6zuHvWzA0L_z{`Q)8n%bKIh@ez^erXu2awt<2*-@ zz%chRk-ojf{c5&Mh4DoP9d5t%r5I6W=_qW^%@hwGrX!@?R#Y0W!G&WLr}krQ@Xk|M zvTrSgtGaDWVH5rIFb^ z#p<1zXlx@oIR!BxHFGsYW)sC=yKCEUi(># z#PVRB4Wcq&h@i`trrDOcXur~La(16AnErADFFF~TD%nPYP8W)AtuL`o?c0Q)V8qsc zZ3;JkL1sKAu+;=h1ts0p{)4;-AionYR=L)lpjxCtc7MFeX(_1ZvtI&@oq6?OT{&;c9gP~R zOIK)ZPOSw*-S=feHX6~7LF?9lU$%aibAV*&ZMaO)3T-DDl}nMQ7!dp_6L@dEHC;74 zTvqSB#fre;(nxHMb|Xb<(GfKhgyMy0)ja9Z-(;uu>sR={u76}sVUue-2d8`UHLPDs zb{Ty7{t|27H%gO%=T;5MMF6U;z|-_6<-OWn70ExBxXy#(D$d%Lg@aUzdMQlydN-{} zxQy1*LV6A~(Kwo!UFE(kPp2@{yS%KuNU=G0Ma5z3MmBOb1$k4LpSy`e-+cI5Fo})9 zfl6`*CX723H+_>()FtRrVgtG;u)g3)om1%8!6QQf?D)LD%qykat-qd^<*b9!=o_yj z0kimkx}O<6xSy2dPKGEDXf=pf+6Nx0d(`(lc6^d^67w+EUZeBvgAXlHMP1HcvHjXd zKcx>T6XN^uYKJG7TEPlH2_Gj!14zgK&iiaVqatia;t>qP~lZK!PB71a_CFZ3im~ za4!GFC6>6Uo(f1#pxQ)H4)LhSXRTsoLX;cgzHVp4ZMRo>he7#pugi$fJqkWTG$dp-Y{en0Ryov#VxcdL7NXXEBw?*^MLK*uZe(WG1e$}5FVHbTJ za!J9$&%-1A>e|LSQsAIo75y?qlh{-N9&nZ1fUFZ*WGeHCz`5-8u6RdbK0&~#8b2Q0 z$8+>u^W1*s{(>A(h*>d}JRVkwI-ygR;Q-`ougAYwvs=7T6Xd0?247W(uQ2O~?z7uM zktC+!h1w+t238RROZQ=-b}9PRog7%U_?D06#wc`xV?GKrd3?eMzMVqVwJ2Th>*U>? zs$>?raG)Tz$}48?>xHfIVZ^_p{8vHBi0k>cVb~j*PVc&`p4~8Uk2+jBYf>=?jj^bw zu=&llj{Vej9I);T4k)#BwxJM=rQFnMsd(?`gqCi$p$ zb}21?o-;n7@NIwD``R+9=(_)<8`r3$?*fLO&2JM8n|vLR2ce8$fiLu-R*XWsOC;A^ zt~t{AvG|x8Me)wAbj2|n46eWAp}nD*ynYFyldYvoNMiuAn&T;)GQK~gY`wXY1y}am zBL~rRKL!BLeM|7LSucPeIQ&|CpOTcsM+Tk7>>$g2w4F5HLUj^Bzu!q1_~>y4r2sJ- z+Z`4+QNpckWdK(75U=)HcW7W6S%ur;@p5)UTuoe}JUEm3V24qI(ERXrC%;^f-ER$4 zVBgt#cpn1h&(Qoi9|b#4N`0FGf9(2BTWil}=~cP}U1VsD1lvm%*djl^d?i;4eTj*6;Y6cB!JI zQ?(7DG$1P`sN?sssMr{z~3$P^<8%?>zUpG7|CQ0d549 zwKo+FRrE^e9;ooHJ`%Tq4jp-aPYec2or=x!u=srp+yCfJk03eZy}0SHKk=(Y z1zp;+QhI>`A;QMYkct96c$FQ7_`E9dJE=)#;LVM*tJEkab@5(2K`TbO$ifCT$} z84SFYR~lW(gPlh#kZ6_dJfU26G{2-=mmVTQkXjLZa`t*gqYI^pZ*)2sz|)S;ARZv< zIYFSAy{f{fCNx*vT)8Il1*#>Ju;#u0oMFe6J5yn6@AOAT%~W(?+G%1e<+^uhl6_l)M2bnDeJu$n;>0R=-amHlT48(x&~n7C6MGoHKGe?IEVTFevC#Qkpg{hY$_ zLR|b4P$jb7EwCkks*|BG381t=sIXH-;k`@Zj_SHZW~Z~@9$fF)LWWsVN7d9J=xaC( z(OjKy3>t6fh;UlSc*;J7ojb-~`GN}myK9x(z+FhKCAAWDRJ<`a+1iKQf8M8_?u@9B zOzC@at^Lp^9v_x<+d+BvsO5^@%M>6=NAmF(51`n^jTIO|T{n+J7O656Y7VT1d?uoy z(i92(przV_f&2{IWEQf`X@B72sr2BQo#HFlD*C#zYMsDmf2z;8T#@V&uS@9a_ryVa z0OjK9pS!}!K=vUAIn+eDbwRS8#9eB&@!+}RQnGu$e*dkX1kOMsLANnf#St&og~y85 z{_sf5%-^{idWrb*%B*`(obG_f#>d8OL8%pHr}0IrDM)cnUz7-gz)^O1Vm?waZ|--G zM>x(U)6=TLHmq}&AI|ir{1z3uoa{4KK=DEa2N#Q@R&>wtx;{`*m^eoBw zf3g5hinus}xPhr~Lw?ld9IBhwq{MHClE%}0j^Smj&^Wju02aXB41p>r3?d3IB)(!| zG5+Ko^UR;Ya#_ktl+-jU*LKJ$ycenERBsdQn)p)8ro7lSKE`k|Gm$S=bcileh%@=K zuAgFGwWzP2sbq`InYB9bCmh$Sg60{3C>N$TXJsQ3S>BWFbi{;XZ~tWy3v)&4%sayn z`(gyhqK-+(UQA2|NXKH~T12N&&f+{skwDnnOaChuO%R1bn;JGfxKuvFQ0()T0J|=K z?)(m1Iu444|C$PU-HGhSb^?bne;aLt44r{F*%`yKI-);nXX%}P!_zZhbJ_GvND0)1 ztZ!uRpJg$FrUd~mURo;l~3;~sbDdkf@_%;$QezoxQwQk1@X z2%l!3sAJ?s4*tg~AGsf24Wh5GI`TAuxz5`VeTLT2&?RWY7@Hc?<@&uMnGX!n=4Wy$RYa28p*uQIrh$MZGqI$2Pl)mH{H<5L=+yan$f~7 z2?_6bz1gFqLs-6bo5kvn{)lyJ8e;u z<_9Y`c5<>pbp%&T%Ma*AqDY#*Q{Qmen0-yJCTs&UY&IOnr4WfM@ND9}z#`{W z(4t%B*9_k_(&-M;y-SWa6T+19K%)Hx6RWXkH<Y=w??Mxx8A;YH*qi1&yF^~~l+lwKD2MAmM6pRxAMC-sCH_21JB&smsG zb+or587bGND{mZjh`XQ-@YYnl=%b}bx&^2JTuWy0w^wMM9n*eJRzuRZ#mo!)?u2Kq zsN;*N)Xh7Pb&)tJoa>V|%>W3c-$^fV`StZo9eBu)i>Wb@;(7}&DrYwXFV5u+cm2LFBgQxXTvLIf8>)dKuG;71jbi1dU%dQ1XoE03TKD zUiU8M^-;q3{H$lfiJlbf2BO?4y|U5n^*Q5rxfjVxtln*}AiC=!4HU>x{IT1|OSR~X zCh|q4ZDM8XoiiibvA@48Diq_E6`>&43sq)gEXQj(%0!|dh>7Bv3m}Vjv?*t=)BXW} zxpMBO{6I1m!t_^IZ$^}2qTQ?8POr@AbZ9i=}X zY)FN@6vE56=c+m@_4BY85s{D-QBoT`lc48A6zuL;=XF)s!riLkF@#q|KLTF}l8o2$ zTYxS31F`P?Z+wVG_{@CH1h4V%kdg1d?*IG8R}RD^x#IF5&zVXKCK+JRNOWld)M;T4 zOv#m*Zc0JmaNMx$yEkDEsvo{`o2#+YkN+(?M*M$18A6OeW7N4ayrwn%yQs5M1`)RO$q=li`65-oZkN8TIpUmoTE z`)Mos`f7JrA`U%~1rJ1q4UzIHGNb%?ury)GOl>Hy_oe2E03{J zSeo1C_WF0cP;V4u$OPTQ%I7MAYanBx(PI=CQdj_|eZ`OI^eq2ndHg~HPn9R#>>0mB zE_w>MJdRbEDFbKVgw3MTkyl?p1WMkh(o01eI7rWxh-n07>f@Kdi{{=|K-Hx*_Isx! zcZQ9QrIvQSE!$LeYW&Nqh8IC6!uulmUQt+^>+^Y)jk2?n3AyGnU(f!L2@ZObz(3DVqZ^pM{4wU?dYkcP3aF z8k<21U!~X88EK8W?i}FWj^!$n0|-g8F!PHmSU@de5S^=8Fd@nWkYht0H!}SaGF}12(4A?f#4`;Wd?IX*QpD_JS1ix@ zKq^%}EbDf1Z(1IRr^NO7=-CLTf9$?`E8;^ou6aq=CUE}J51!_Vu}%^{vd>y%F|c-b z_NmS|9e?a#jky3?k1kv2urXP=63}fvI`a5ao3$=~_IXxalzyH51$HT(JdlNz=;+hLOG&1PzJcc%l5^ZJTf`#Fu>DoV^AUSyJA z8G=pv&AyIt%XQ^8@r1Esr@?{USjbl%9v<+vIToh1sa|7=X-bngdr(SUi(K|9XLeYj zQq$)+5tIR!JL#O9oRkIuVG!Yh5vnb=K#~p8R_AJChng+q%7&@E+xP8eH%Gtx;L(^# z`Z#!TxVi-%tk$A6NVA}C=ue`Zo>=q-mad!N5X_-@^)cV>JJ8jdJpA%FOFCWH>nR&s zRQz+@uPS-%I4>h2`G1pY@GjTZ)qQQcSiyYTq*zI9##ehKgy|os!{@XV(%Gnw_Ws&P;-0_y3V-OihqCS_* zkEqb*Zg(?zGX0xXeJ8qjf-m4ZOK@D=aLD)6@h9loRi{@4d?Hcq@o^)p?ZHFs;qfE# zMVb{ZUpMjU8BVt-8^0Hn=82nqsB}r@taI%60B=UY-1=0tlXZThbY`n750P+_y;RLp zyW>buGnB0lsBwHtDd>_4-S;7&e0lhOy>77=DSM2@gp%u!7;d!fRoQC1^Gd1S(5JEe zYk8^n`N6E@X7K!fL5pcT)b6&X=$!FK2b@xNUgS#K1Xj5;kae2TG@0WGGhIhyG7k@K{Kmze}8mXcyN2XPd^?`?LTJ z>M;pF$U#3C=YG%hUJfEr_>4XtRdBntZI`@F$n^9vgBA9?cvd2O1 zs!wage!eR=!Dtm&0+9sLF7r?=spTY$z6eqd@wf`bWZq}AMd?Z)RFE!O9U>^~i=qd> zOTqPxjnPcW@N56KwaMGYL>62}DbFsjDEL(HVGkeDVwRSp7=3y3UCWTe36waF!hoSq zf@SH6$qqDsd6u*wAnztUKum>vc;E-T1K*~W=r^Z*2Vn@%$PyFx^L<5-Xz&;VzsQt0 z4k4H#lT%MaN7^UlE{74_in3n|m-U@E^~-=uqH&%+pRJLkk;eEU}Gka5C zP*Rcu>~?}YSlG0rDP+fqrWNa+lc@_{gbQ3yEIV) ze2mBz;Ap6^q&whz0x*F>fpnmZFZ3{c!mJ@tyhJ9~<3#&_*%5C{%iN>lQ#8ta+0Y+6 zGf$*IMf`t$v46j*SmWW*#$&&IyhKu@z!CCBPftmw##TeK$e@-f4cw_CB8B1RRYthp zjnzi2nraQ@U$xF!Jw5B4(MphhC2=u+#j4(DDb(y?^F9pEe_73djF0(#gHb6(2Kc%< zoahb30$ZmqFoH5bwXl2{2!u*Ss_H$|BV*7pAwxXaLRsd0AjdS}cS+|o&f8TsPhKMe&y5?{|c*0X!;yE<_Sz_;6p>p7IIp7>* z`(_#Ik4U-e<9Qy3A9YZtE9WkqM|G=hP%kgalGH0QR<8|jGpn}#{DYpJi3mOKvL}Xm z-Z6EZ^epejc0;2(9FC6)c3RZTS2JDW(qVV7Cx-h7UWtK0+~k(b8Y3kR$InWOQ?{M$ zWRjTN)@`2E@TH$=O}yUg>Tw*Q8+^u`{c#@uvu;s!=au9gd^ks^VkQ9da3fpCG+RWT;5ai zo%inCze@EMjR?lGg@bVzQ=JG5>%VYz%Tcq7Uxo0}5E;$r(W_A@%t)_Eb~FCmFwIn! zw=K2lkF)Vb5Z@r33V0vx!N*t3JMD?D^oeQ>8-1-*Ao`# zZG?oHk4+X5z))XW(rQGjyq9gq^0of-Hnp?QtS0q95w@_{PC7^ri-mPg&(%7PYbITs zfiNR)Xr1Pwq$xLK~JkC-f;MDQd8VTkvgGKrr;9OVm}e=qjs8 zrWerV!{8?RBXpK!5=1W!y;Vk7%SSU*5z>G^1ms@+D*;ZbB#4Z7Iii0gL>`dRGeZpS zb5lO~v@nr<=#%n`dr`{qw7DU%K_A`f*mK?@=?k?BY3)BQ@#b&Pe~M%lo0@7nF#n$u zQ52OHB2kRx`P7?9F^MziAtomIe3!xFYUt&5QK`|sq39kkF=R+oGHZ1vPW1e-9 z4nSOK-z?$XY0Ke64`0mu{xL|S(s)%1Sj zk|V8ay6fwvnunlzv&2XwQH*08mF>^lIqYgb0&DiG{`FS!YC?Ksa8F$-Re4jnDh}tc zur5AqCPC`v1>dZS?X3aE-XcCt=(3b;J;Ao;k!WGjj5JYcH-S9vcgyxZBp4WyoGEQcOE@|IY0U zQuM&j78E5KJ>!t^Fo_w@*HZHmr7$npgFY%oW)y=X3>#q`+ZT?Ndr%*yWZAn&a|Dc8)hzT$XpP)N!xN8I!8GS5Pe{Oo)DLH2Jjl>ih@$> zQ{4JynnaX&cZPxmt zM=jzB)^Q34cB?x0rdSf~5}z>^^@k3@6*H=dxtI%m5GIVgf=(>Eh1f5guN4+Xiz)X3 zcLHBb_?{tReBDm%li)xBR;+$Auyham6SX7k1%GPhsbA3&Mn2<7jF$|J=v{*4Z&Wriu^jJcRQ0SE*k(8S zEt2D@&)B5@sxAWfAuwdzX-X##EAtWR8N0o&Mi^;NhbRZb5ZIE!U%4$_E2Q{bv{R3T zX<#vUgZ&UlG)B7C-q*i)v+u$|XmX$1?j(wb6der=6AR*6DGHjPSel;VuAPhnVyFRs zERD{xD3Gr2Bemohi?ajc2(+17*RW9AMA@|)-JwpLdmAEm{6g1%+WSP%RqnGJmi_+9y*{CHPo3oD)DSaO!BOQC1yokPZnqG@WNPkB_^XAl6O^Wf0%Qsz~ ztIaqKtIUO_DKdG2um!#k4vAcc_Hh+YXiSnTbZM&D6zFfbKQCt@O;ivB$#&jkmMbxR zO(n;9JMfruE1|E%eUO-mX-`Jdlu|9`iz)^GCBBim?zmWlJZ_Y>OukF?o1d%#fp3XA z2$Ujd0f$?_{^@#U-#7Tzw=;XuncGF@s;x9n)ZNXc`>fQ~@XCyk))F2Oc-L!bsmy=3 zw45)>qP2%oIU?J5x;Yn{g)@U8H-1%lwn?4j) zJHpQuhRpks4_&cw^m!0;*~R1XNX92QKjxKCi!=Dl zz->aTI$GP-o_k@wpwenNrypslCsDUP6%(kw_&^#B8^T4chOA^LwYk*V>XLhx{fW35 z$j>u0q`197j(7_yY<^1j_ zF~#CFv?gt#aE%VUH56OYY*g8BltG-?k!&3pe7q5nIH1k8oO-8fv=v@kN~^;}u~?8r zYh>fhFf{e)rZx)ldR}l>+cGs>I;ggGn-~4v`9Rvn*|wY4%@Vq*jb0Gf<WzDM2;%Om*^2H)GsjzZA7a=_%vL#ay+B!K^;wuEJXlnsi1$58UFmWW}>Qhk~KHb|C?9-z-_~ybIQ~h z3vfgf#|k)ys|3E{qe`pKg z02R$~SA&%zz?7xtfe%%>+wrd#M8n}XEhCiMSAfeg3Va>928Odjg~k3X3$qa$7%Xd7 zqodnJn9`=!QYx+u9tanIO?Bvd#t}c?a6Qwc?@qxm_#){jEAPq1Um@tx!k`Am2^YsI z$ub%m4n>qC8Jsd}Zf*TOHbg-2_j?narOl2IJpOqq^PvtVJAU{5=GYg&HTu{k3 zSos++C5w7HBln(Y9gu#$FhTAN*hwa|T@kU1Ryhv+$Fu4@LDqYqm||e31cT;RarOsA zcEFrTIW$BYljM2C zckN%f2lwCNBiGPr|MXUg^<;0 z@E9x0I*&JlTZ){mQh5e)PQ{~26q{&X8Tk?w;c6=$Uduw6!e?!m)2DaMrkAyg@>m zA5xA=N7J1T_z)6|Ho~uTj<3VfbBo7nee7m_9GH)zE3KI~>!+=S?XKoERZ$ zD%lFhQMmgb3s+|f?a*d7rD)>I8)KjL8V0gr&_I(3W7qfwPp`HwxZOL5gQ6Q&dI~Q$ zKVb>jH&-Z@ye&U<%iQB*w{M9hw%t)VJOZ=O&hU0XItEvh4ej|zRz-tGeCSK|wvIO{ z4&^VY#bz*FD7+`dX1if&S}I;|jXd_w6`(G&x1uW7r`&|8!Ee$Cb5aWd>m%rcE(x1n z@-=En=}J!NB4&MaNuH^@Z2)e!#oN0-HCXT!TLfZTe}$nVyTT|PwAdYRm=aQc4X56h z&ns&F)j<|(H>GfSyA2#2XEbLA394-U!fp)k6LbZXPx=AY# zb|)Qmto+o1t`oBwQtlVzaXqK7YVpu#-|SH?&V8iIB4$gEvVW6)?%)ga%fnHvxxdXJ z|HEJp;t9@0BH^xQvIw)L^Pb1QEJX<6OQ;L<5*?#)&tZ97Y`XsuU<;ia8TN}{WXIhjLcOm<$) z!mf6<$x$rwKSfu(U6)2T`Xp%Li&V;|l>JbqWGmWa$8l`%Fi`75_wg!pu+sbZA^9My zxwqnuW40HF6CMVl%#3O>v73j$76Vodz)f6tTTDV_vm3pkGw~?81-GFyj^Yg>b?PnQD<}tlLj&cDn@5Znh~#e9r}jy*7uwA(uxaO#Oag?zJ9QouD&yV^hk#T06Z0 zBnT5C?`~_^2A1tRUPS5m$NQ*x&21&U3!ZLD%w9~n&aQ9%bt7`CIe^My_zewN&66a6 z1zBE;?*RDd(IRdwCM#eSez(0=^bHchJ0qk&fXHVmNi-828nF0c2wk)8obIE@_H##I z3sdB2>8|qZw@lG4+8!PaPPKiG)uP;p3@BARHN4}M*5>OV4hI7e%|Wa+&1-{H%)M-q zXA=y!>^E(hi3vY2CLxa*m|^TuO-Ow&blRM{dj}`aZa4vBtJ&t#e&^Zbe=W*#Te-=$ zuLFunhXet0&v*q6`o+gj^bWBV=31PZ62_UGk7;i{Tu4asqC|;lU~w;aU+oP;8cZQq zp$jm+)(6CzsYXRjXjCEEWSkh@pb|4#Lq|v z)M15z7-Fa8%2Rg1-t2mwjbpcgcrivOa~>f@k(Mp(gs54|Y4z&I!d;O%*T;>G3)Yym z>Z=+$kINpS5D+$dEE+~ecBZyo7%WP5%m>Z-4 z40;qeDO3xe(>~pTZv}E{yU0q+jkM3C;ga*RkRi{m8F^6DApa`0@EX_x21#Cli@+*$ z6L`tyg18Y){15j~wLWcp=&fN5iP)_4K+UgV`ew0Hi_pC)jI`<-zk7BZ((KVL&$k|n z!}u9b%7e``nNJ&&CscNDFc{aao;@aV^`Wu@6#PRh=y zN6;Btf2v>c{?~{d&(olV5RiaWTo`A?!EgKEY(8^(rKLO;@or|-Js&) zobHiNHz_v1Flc!I-7=M;elcZ4h%2>Ycu9fumIWlJG8Pk<7}64#`kJ~V)9rj5Pt5h# zh=Gxz-Vd(PnFVQJ?khas0z62czPGl=Zk_mumzv+@t#GJ?uYG+eL0+7^<(*^-D5IG{3*T{kl?WwBFi! zJYJEOS4fG5VQ5o#qQzvRyKZAchvj8;ZW}43Q)S_OLc!>kqdNw*Sr-%Gpu%D!+osbA zeRN`NN9y0xzpWv5)f1l%jYBKx1fXGAT7uS>#i#q%BR!f?pKJryeCq(Ew6`=flh%S& zVSCnO+mR3jUt|aWJ*7h{3ds^KKlqyua-5?#r!BSe}g!1pSs_F#TpK-mF@%bwZhsiUo0~ z#^k-rc}(a#h8vOCbIGXm9b$z{c&Lpx|A6(L-40*k5+MFlHTUwzItJrXQ>{{Nx#O3C z6<9~WaItx7Z#&cUqdmy})1E=P`}VWbdN6ism!Vy^&jp9$VmQd(QAkWsXo>AD(Sy6k z1Wdi=n*R0*4T@3pRs$B| zDj^A`Z>sn6x;v*F_(u8R#|x3D_QB~9=B<$MDro=+*48Gk zAi{@hgWw`h0j=p2AshM=C~NH61lZZbDs{H1(vujdSL{=f`U0rVy1i(1g7q$J{!r!` z1-?o&Y;zL(blox@_j->Vf;x{e`!5?LXq}48mXXFl+0#3t!6H_1{Gv_iULuH2&#ECUF5v52rz?R>xUl zHNAvaWVP+zoMZwe`d;+Ioiy{}tZ;?(n}UtKYn+Gs+uF%=Izkq(wvaV1?!&RO($jN< z$jAS_iq&)z`8)>rH}Hx(H~on=K&s1Fs<@CcL$iD8mR9;JH|<6TOhT-sfmljg5r)a$ zN)jOXk-0L@bWsrzJFzGLXJ;2UJ0Tazo2}l~{an?_Cc~^h^jw#Nb}7z#2+t4U85DlK zS8d+*Yu@uf7zW))bez3rP}5J^1Vbd9!G=)b>Wj_8ztuG>XlW!`o#Lqp zy*i@)ihM;cm2udl8rmKb#UN?`PHszD3QYmP?C}`}$%o?*0o<>38i>6Qi&8m;TmW~U z05yaCqE}NGFuo*98;-(WCf22i_y~U@;|YTW4FIS@Mklpo1@8=O#ay5ekZuQF9sx=M zKzzIZV|5c4d}yr^>M34Lo25(Mpz!#*G$Z2#jod%E=EjGfUol0K-Z*~azlzccDVK?f*Z!`u{xno zH^Z3Q4VIG(@Xh6eBFAem(`7m(6NquAfC^OYxIN+-n^d*9Lf_ilVIx#tlAx0tmL31i zR*>C4tUl)kSx<0wUg&mb`Vbkt9o8cu#wojZV?P{F8@aCEQo$x6QKt-Kjbm^1>m^Yb`1Typ&yTT3 zaTRNuE$RB}*v8Nfh+55Z92810Xhg7~VBkpV2{ZFQW5}l;1xkuZd`k&WFG@X{%J;Nlh&3w>(AndPw+)jO~5`(O=(IQR? zcTUiAFPLRcYG8ARoSYhj;(Bd>eAcHs1#qvF+21dc;C{qkyw~8laozhW@Yu8ni zdUV=R?dO>Ay$iioO-t_y!*)<_1{f|{d=mFCSGqGv@N6K~P_zy*&kC_2XMOulqHRIK zJI<t{ZbFAQBwB2`Ba)v!#Yx!)0_~(?B1F$#>7yK0K)J zv97Dy3-m#v4}9hL#Y1>qmYRJL`k^_RjCVKXaTTxWzq#jLQGJB-caKi?nGG-l_n{n0V%9C zL(49>B}gNlPrt^NQWxY`@0JW7zG%Mu#3_$Ex&wJ)c!U*u*dUjP)UxsjRiC3J3_(&s ze1&2b@fNtVzPIy>N;G%9Ii1u8eRS;-BaFzP6|-j9DDurr3qI^&f= zwBMBKpaqbxAk<>HwTtqiDs!NR?qNa8I@4<=5U9LYy!9ZlV$=pWy1tBQ)H=Z*t~Ojx zxv#Hbi%t}D&PgkICzpVR1qeDNm`8CaEUAH~A7ACdm(i#%rBqVVrS+N#x(PHmKkL7f za=Q%L&MS2=twH>CL^Se-^X8xu?rT~+5$vQ!&$85f7H(1b=Tw9-OD+R;#YC(&o{KVY zRi1t%C-9Vjc%X=vE%WOyOvKJDoJzNC&zXAfdSfWFbWGvQ$yTO}_UU+4rCmQ&jmu0; zUf3C5d?}ds5}?0<*pCaWl_-`z8@mlPzL`K;LV+-AZ6hzMi0k|68w9m$ z{F>*73u5x&|9YJ2c{90dWP+ zOFiE^2>gQp*oJn|XF;Rv{QfXMJCy4o+cFq=tlm^=lmI{DGzu4mS+sHPS&eiQRZ00V z@U3c=n(jju9DdR6?11M<9iW2Ks50qqf@5DJ1ep&g4lWORn-9HL)~ijS;=3@~-CXW8K%Powy{FWLdSBhN!|drpE{$CH#<`0G=2K`~(|QiCYE zuJ=E%P5RX-NM`sVgj%T4mCdOSDMWYuP}r6_+T8!d%qvDRTtKMC@?3B8t-fKVJ^QXI zm>`;E73>wfDkmN_u3(~medUh8;|O#dd1EGg92Q3r*OLmU5>_fmHF= z!d|8E>IkV1bo`U70tXe&yD<%0=McS^lE=&HTIrt&2QWj6KMxq2hY-%?&Rb1$mcY|)# z*uz6RhO_Ep&gvzY+tR(6dQBj_AWqwi41?+?u4pyW{sP$rZ=RIsysvub+TsXa*$Bd8 zR1-m6_~}lbj5f?^O}fqBC(to?d{uUXpQWe_%2VnzdehM0)Wcf?TP#&z5}7`;meBvt z)fl3C&t=z@sTp!&PvW#+ktmuI0eG6MPD8nzir@~qYK`gj0WmEe*QhSc)QN#Q&5eCw)~Lrmo$}I_Dm+h zpcUN7$0}p`L=b$vNWK+x6x?EwTn7)n7r&=x7QqF3uliAUyhB`ET-Xl+hBRBxAxQOB%eQ9QK zabJy8MkZ(xHK)V>t)T{;^j9?>51>gIt93LZlb^axk&Wzu)1-h75nwASczr=fOjNXZsJ^2N69OS_H$6JwJQY_<=W~i_@H$=R`mau zeekz``5)#1K3@62 zNgqYKo9Ob3`-Oex-&YnU~ z>S|NgY7Piv<7RC1JKyyO{d37g+unz8DS*7rOc3rA@_R5neShtVkXQ=|!j|2Oj|?*Z zrmp!!M?~^3|J8qG7WcT`gENOwGLNwQMH8Ou-s7#B0h4OE3K#^Eu^%mFt6BG^%CdT$ zfc)TZGMk*cdzsDYkN+gIY3Y@&Zxe@lv{vs`dQLuPEB#h~`cIwBmik_S`JqH{xl&`n z;--9N;!?KJrF5m4qfxo4;Z=LVQZ&^t3_AYOT$zi`Xg%I3V`BcJM! z5qx7sQeFjIQmhm{ds+}6rOJy}h9h*MQny>)zd2?wm6vbDskoFcDlc~H;RNX-n z(H>Z&I@e9(`jE300b7 zcr8aaD4494<67KYTd3=-E2Hns9UyOetUURmuPs+!Q=H2mdpAqJJ#;;_Ia)S|zU^`p zH&&+`NUu=~T=EWEjVmp-BBbCpe;4np?M=xxXU@I5`kmpv^RRHf_9NN$IZqfh4lG4u zYD=ciZeDf1v}jIloG3isdyql-&hX{TrrN<~-Br<+T+YaX@zcCGAz{OfZnj&KMg3;i ziA{e zN3rP=p{pspGICq=MxV%EL;@>+emAJ+e(eT;mD ztF0t#SGK!0`)@zJ*$e1F*|HNk8G7XeWWOU|c%hy;{UzKH=Qn-D0Q_X@m7AMerPJ0( zU>K$Il%dm4j_&+JY}fDKzvr?wUHHed>8G(5yRyG}5NIA@m{I&uQk-|RW0qvQdv5L> z^tkbSA&XVVsGIE1-WZ_a%+$Ns#YP#sZHT`6%R`$Szb7qe-CE*>JQUExcQ7Q#u~dx8 ze<}|M?6B0G%~*}wM1O>UoVPsc+dsjU8ON6!=~}i&38a2^*MoQJ0eicS&9CIzxLQnR zeQqXw3ih7uH{W?Tr5;K%7&g}2TEVT4i3_1e74HYr@)!Q8>EZb+O^@`AvQvm|Ec_%= zZ*pu>?HgC(Ougdcd440ln??VildhT5;VW-OkDBjK6hd78UDKm{oKzy5dX+BGt<>F985I3Zw?acuQ=&Vy&7Y~Tm@@Mz{R3F;ZgRlQm9wgs>8@zC+|*@1>z=qNjvvOz z5Z*B3BF+2d8na))7K?rCA;J*jXE&6B$*`wSDc^3VTX>AUKD4m7j6WJ0NprovHo||P zbMUUr2&I*P7(M!)z(UR5>0izChkFx!n^mMC8Cc!FV_=_^6wL-W9h|DjSHJS z*#hCDoSY6@cHP3nv$wn<@h}!-hkl^qDb>3Arx(EA6+PC04wAt5Fe4>}0_bsKX>;LX zBc=Kxh`p$7t3=u#oWZzH&D&e}K4Oe5|HlhD=7>UibT})fj)Z(bjx@P5J)V7l~q*1-D?$ zQoRxuBU8*HQYRl^Dz*tEOPWkk6#TETo7&wwYMM@2??*aZ4nYOvi}zxmltRm$&8XvM zr$x=l|D*QVxL5m>%#}GoPw|n=wG)(_a*P$_8I4-o!zf>F^_nu9pT(o|=azCAxbJ1q z0pu`v2sct-BqSt<;OK(+>7J-`)LmH}5`mh{>43I)ymTUas{f|rSdxe;)85pNFT!55 zpA!s8<`gO2adPRpZxR^snSTm?aT3v!Y#y90hmFwaiG_JYWVcldVVpbfxvSRZ?68fV z$Z9n`p#;US#}>J~OeFSshaoH0Yb`Bl5up4TiL=gfI+4Uw$hKR1hJs_<6`?v|Z)s&^ z0ZbpCg>VR|njD>ryW>Txllnn!ba2SKI6{Phe(Rr_A3glYwjK}pP)9KEW-6+8-pka| z_tHpJPGlDw&w+h@B2gUwngHiFAtoBGeHSzP87=Mq5f}W=oBEqdS~T(go~z*WDuld9 zfWut-KkIzj?sYz#t(tNTU(>ZPamctsW~yGAQ<{Uow_y`lC%R^gIMDg%OUxUFQAw~^ z6Zw`PB&k0-HE{JWA!SeEv0D%v#0x;f)%?8?(giTd~6yN07T*0$!I_6?x zVkO1ay!D}C7)^)Z_qud-r3vsGD4r&yDOvx$t~TkHH`FD0koyW+^-rl!;Jwrb{=ZTm z^J@57Tusj0isy{}8~G}7x^?YAYo#|dJiC$6csfs|5&QeTeNL3i?j+E)O&En${o|FL{C1U^|REII2srYbGju9Pk;v~Pkl zLu$=|d@qbrt0RiE@E(rbvo9uiu2Zd`xJ^6P7spI!+w3qR%Q(CoOs!-ZN%YDf@D^!B zCMfaD>@)Dfm~j~hj#Ms82O#?(doJIK*Y<1;+plzy^!Gm#zbzgK*0||~_%cp`j2;qW zjgy_yW=+l4ClU(%yvO$gL?%)gP6m3dl}e8O#W)W58- zO$fM^w|WNi_T0}zE~wgGgz4*39#}ORLy1h|B}=Idg1WPBD_ixW7ISaQyqft$6um09 z7IR-|k$a6yFLqV`naZTvJ9v`tP8_&mnY`oUT=&3}^WXG8u(X~It9ztb#A~-eq2&`{ zlcC(D`JLC={QA=a=8%0mkHFy)%B^MC6B;||ZhDrd2&pOw?eG&{1f(ygWk32JF9f1+ ztvxp8-ZZX7siXY`YH^)ift7*pA?{KqBE@i*&206jA=Fmf>N_1OGabo$`k|Oo8y}9z z-b@vf;=MqqnsQZQh{(G_(csB1q2GjTxD4xr%KyW=XE=8SbfY67c$&25ou|3?9{Io0h)T z__vBeN*R!W$_L|bDjx&diBg{%D;~V?RUn<}113ofJ+~V^x6-NlK*Vmz{#oeyFv@35 z4cZ~P13W!RR&({Qx0HQe$Nt>?NK`(BxH9N-%hmc21^M!$=W+6)x^#0hfa5k=yKi-;E~vH#l$2$@9T-r@kT*V$xxTVlfIHvG z#mM@wRcY*8N=p9mbF(4-7?uwqJ}gfLI^L>GZ{Wo*+^%+Hw5m}JXr>>D;eVE1{~myJ zWvY9nR^x~7^7J3Vo*-G>^=eY{ig5bdq8y!I)&f(%7_?sPtjsYTJ*_a&KL zJ9MsV&P-VYj3;?Ba>1?|y7H2HxJ|Rz1H7rpBHH3tE)p_U=;^cH0|n9rqqhssR6BRd zI%Z!H?Ce`iP>P*I8`m(15@eHt48qY7BwBu4Nq2ie^5 zT5H&x%DVWFo8n8b;9U{OGI-*OcY}67zzKvA3&no`L_S63`{$4;7{n{Sagndj0@O^^{}t2wM;R6UO@o(G8|~(1aYp9%G|2Bc)|hdX2r3Q-dpJfu*uhck zzIpxNzKh0V5bXCdItkWBfaD7~xdv;7&dVPoKHk-V7|8)oJF89Z9kJIAQ88`MW`GYQ zK+N^@`ITy9yiW*8z?+`f#|>>`k4|g5h~xaUg9=Bend50N16~e zc#MhUn3&N$@iB3CW=Gq>zlyzB@Vs0mh?^aPQBY72`j}laQug|=Li7>C1pQ|jCWfa+ z5e`VLqI}fT*zp=b@q|qS332C;kgzqy5qvyO{x; z$xL3nhZmGkYyCtSIR7kRIg5aS(ErERS%t;brQ13o5ZrGMWbItY181D$H)S9d=DvKRC`HcuoH-nITCB38C zZUT=H@06EQ6KUp0O2NW7oaUaE81x5M{Myc81V9Ie*VZEdC8lwKy0m~M^M z8u4mrFLZQbexZ>jEYR|Pem?cG5jkU$9BtqgN@G7x*MhDKtE%#DfIt33-ooe-G>nBQ zvz)sEd4PdtSXJOFNu#dyMlg)xah^ZYv{vx&HUG$5eE!2I;FLlUKAY@K%77kbApd;c z>%a91TlLC{Pzv%@hEimSEy?Z$F3j&UjRLw%sL%SJPcQ(P5l0z#GaIeNoU{e(BQ2`a0gLmnIv4k z>D;Y^nZQDMT3uQwWzHXttw9)gFc5aK??5{)0h^SvhZjQqRbbT{>}%b$@g6{i^J94~ z8!CA%ZbsEv9uh3wj;3QZBSi|dJT4v0RjNIQ)sWFh|9MK6asZfTDXMNhcH(l)u{;&!x=tODG0S&R5duXOwX0vqtI)RA~6v z)+;cgmlg>EU=&IW?@}ash#1G+VlllP*Xsd|7JbQ`R)>lm6WA0bKmp4GdsJgG46|N> zf$!dLW2+p}$Hn`RpXIipzEW-@y1Z@H!_s;}#WWD;5qbhS5mNh@1~_RoBEfXd6JvQ8 ztOvQ`9si&zhTV9EeEt(dBL1)vX&2VGpsmE*e~hvIHx1|?lh1r|cs@X9iXFjJ6@syhedYrd1MI1=xUyx8+4pka@_=@tJQ3$TJLjptjjDw{iV^ z_#YR>lslpcEQJHgB^clCkP+Gn`Xa%(_QP_h@A>L;Lwlq`>|g`&JcL_?@b6<*zVdf; zPJOKNI4K>%L>P2FEDBanO`qxbGXP!|M=7?(ccQKTJ(k-8H1fER6>cVD-`%d;Iy`N^ z8ae~6p!w7NamD;BM}I~|H9VrB>yI8G#Cldb+?h^RnsPyiFUZuCd=i@QxP{B_M9KnN zhGyOFj~^8>ggZ(Ws%MF)tO|eRbWc;Cu8-XAX33{+Jy3p7Jzm9Gyx8?MO%O0z{x7y5 za*V&*f&}4BT$4oh8cuC;?yepQo9$PMTiw!g@ezp|j$^Fc_GV#YwFsTMnB(YqhM^m^ zY}!?1dAdWpfqoKCSkt#tx83zXFn7!Bgo7L_l{LN?u zv0VMk0O=2Pi`hFQUITIAXXZsN;j+%0Qsm*hCp<`@GFF;@Z8GjGMDQWDF3I+rpdR|t zbaQ_Je_$0M`B`fy?9bAQ7AaZx+Ei{J)i#c!@~qgQmToMKT|Ruv_3w_M;YuqH!&0yL zHTZ@dXn0O<5-uk_W!+uP?ud7yA~xVn3OeLAJ1^nS;R z6TX^;{Cq9n(Zs)+h6vqScQ(TqRIU6vFbErzL$ej0gKueolVDm0Wq^3Iv~((S@> z-Nc7<@xg7d3Ba(%q&4kQ4H$;OY-dUc+1zj&01`x$u@^JwwEZ?i5pnmPNk3GjaE$M)ZntinWyEW8V4A35{^1MUv%Dx5YS0MojAxqR{ru_n>Hfq6w#zU_Z0wxTvB+?!M z5?d(PE_p!0g{|`oew1c`RMe$;x}%6uZ092`$AqCty*Y97{u$qNZCRXoTKD?nZolmjc8`lI^A+ z7ev2r+#QwcPmCa_;D5woJudf-`)$bt@saJI()e)imhXHuio9MT$(z9z-}9AJ|I@KV zWK@qk?HAhGfCyw-H1%-GrLsq`Th8mFvz1X72>-A;)gK-Y>&uoWWu7<$v|2W-8_-@Y zdc0#v>R;a`W13}K$qclJGT%c@sAI{r_;{~3sQNphT9wZ^NfZ-8EnS&7c*y>?T6A`H zH{hvEn9UUQg57NR7Fxd57OW2BB-~zJwj$NG-RCEpJD-^3yueGdocED;4o_2@JFL4I zcridy@e^`;v-(sKvcFY=fk9}a`+QVMAba$B;_rZ1kbgbzS*`s3qDCku zFIC3;O$G>WAr#|MWddv*qDwY{LexiU`w1{h1e1aT_z+ib0pH}>2pszfS#3VPmN1kg z!R(d(GyK*&lyz??V^_}&q%a-qu(x)wq|_B&>v{yWK6*M1A264z@8JK(FSe3^DcAtP zj%{SPQRh%<)C3(C2dvMcJFG*}r}|=;j5*W=rN#7{5wrvhCkTThtt~&Fd>tu-%@7VO7Pm_>TQvc_$l4M)r`-dL0;^j;Hq+X3DM!Qihgf$RXRi8 z9e|{z^zQ3C*BkOfX-D(M!q_t7r5lBmU@9&&+>bjrL0FR7bozj zBL!|DAIqV+Ugx2;I%SU*hz~jIy5MdtcV_8*-8trsyrxy(HXr^sSCQgIPa}as^!6@R zG0CGOw46-W$ndYiAHwpstBI<0CM$*12Y{<+)CBSR!0p??I4}zlI%KCHN2QMXt@qq9 zbd%{GLDE3!zl|ZTdR`ia@Fc9goO zF2Jl6wj)Zr)L?Zq9eU<};PYp0Ei?s$Xjwa_ zS~McD8(2LXo_{(tU*CC6E}_a09F5BC*rfkYqr2oFAhv+{G#O;>f1G9AasQ3YJGdJU zp~L5EfFMIzWw%gkLdwh)vz_s-Bz+bgt(<7Oqh06Nq|ZVq5e4}9Wu3Hz5(+E z@Wz>x7sqN?gUJ2mq%+RABtP0aFgx(-oW)U^g~O;RP#s(uo*>JJ)mY~}n`=O#a8 zj)1E&Y%9^o97V#}EA>(9={O@r+aDLcBSH|=^NH^bJv8#&l_SD=@3JuG;QZfQt@u3a)IqfyOX6T9u4ZHvHAPwn?Fjm^0FY9|CSW%5YYXv$y?(JD<@yVWV z-}%K6G*;Nt{l`NY@_HyQn^`B}{7Dgn4Bq^O18IJF9Vv04{^DRff2(w%t6Dk#%i>3P zF9lc40SLj+Fze*?&HjFa?s;DRDsTr@HIVr&9Dtol3VTZ<6R0m8^A+-)x%y5>`FDH} zq2XsrUH2-HabO{3OaxhQ%LIbsT@Rdzi&ie%>|+lHO78MdQv{4X zT%>I~BAp%NKMh`5xJET9_S|SzY3`A|nv^m@`Num0f3=v9bo}#&pDWBFt=|07YM}R zbDNA#mxr1A=L6g(Jt&j?pn#5R%Gj)=adZa!PPcJHN8F4tK$ZK{#%2%AgfLsCewJ1Z z#cm@yeB%BUf?RKFh*Y!vS53cO)Y$eXGoSE&Qg+_(#K?zdkv+o4TwV5<&);`Zg6oDy ze4*f{G2=m)x*m^JqbB1Qv6dZVZU3qD%R}}VsO>tC)>5nySRWTA`5M}|=Gpp%a#dBN z)2BP{;=&%nY>4g^2_;um0yJUv`q7AfzUp-QWY}-EKn3!d_*+pS>TR3TG;PJW4UWDu zkf8bR4Gya9L9D1nLektY_HgS5GWK< z>7U~tXH`~X8w@D5TAf)i8cuU_Di&G!$wS&E=?_~P?7xR|>jAtv!DdmbY2#nB#>%Z8 z7;A9uGGYW%BDjaQN^;gT)cXq=H|5tAS}S%g8tv4k1Pe746&G1-`OnCh=lGNbL}!DI$U7f_JyaF zrEyJ3Vn^Gr)C|;UX~E!4QNxFJBs{JnY1+Pv4=AMqAgBW@)y6hR)k>E%NUj5LQgFRX z?d@%_n!7c}eqe)dX6$3f8k^RfZliU2jWyDTSzw&v9-@w&__m=1T*df)BE-Dm?(tx6 z4`~vIwusp3wn@B3gjWARJoGzS>KAK8qAGt*0Ej!ov0-rwtm*l*iRS#D zq&Y)8kebFBQaLeL5ImA2u?2sim!PYYK~BBr5ge-uiP)6A)Hayv4eK-Y416K?r};$waB@_ z8IIr5-2xIMMJRySHn}|!t+L)pfDO9IdV5TKQcKeyX5(z5Bjg;#6?u{7vu{>9H)$lD zAbQGnEvYfsThvq+`%rIVr=5SF|K-1Ur-)BKEcaqs3d2aNN2jR< zOl)6pf08S=f8lrAdrKhhc>I!EbNIs;F#D)!oM0?hF%3YX3AqjJzGdo*y!V4$7a)uh zD6;!70#6nljq*YB%~D_X`~Y@_RVZxJ#B%8}sk3yA<+U#Ovh|2NMaL?+rdCsO&z-N8 z1u&Pl10+GGlk|3z-*&+s*M-O>2aEATP3WQFl9-vcK~t2Ht!qD9Fg&hi)iO?5xuozH zT4#t*hpW*S+NDb!NJ+z;a27_=Ll%CA#FvoJ&2=sZ<>!j4IkL25eiu@ah3SE7gLw_4 zXyMcIxQ;iDxVjQoec*0~lj_|B@NM2kJg^G|n;a-%H%GGaY({7h2_ReYE=MS^=H=+}hyIJ;yx?5{pb^)a{3Vt5`Re zA=5i~a%p_!I)x)|#ydU|J)yb6TRs|MuV-ZHl9q9#vD>c*mSeK}BOBf@H}WhJ1$N?R zNNV@&0~&w-xoOM4}Vw=$(gqYzw);xp8`79a+=TS)Ggkchv2ye|$e?d6$IP zTuR3?N~{T_|wm z1#3B?qnd!YJ=xXu;AgU*2)59@SHNr&<`(;tm#>EykH)b5jy<4sG{o409Z)`j$kn*t zOj&jY@{rKN6V8ON28IE|Dw+}XK8weLLvs1dB(HnMlRU(Lwqp22;^2Xfl(6URW!Q^s z*$6;Q_Q%qB8ruSQhrupJaf}&!bC|C+iQ@b@^x!!>J%@-PFnWHF*+IDrpJXFBQ_O`j+$M@;f)V=xa0q#5s6zF)V>4@Y2QEB?&n# zeM&Os5b?ViS%JQ@Hh(B?WJ$ygX=f7El(fZ|yQNi?JV<7CKO?r1rXDJVCMH{lOdq#d zmhdV`$|6Rfr_LHWP+U6Jm`qEw^;9X)-zhoEOsO1NJ-pNm-nS%`|n`ehUYl+<^RB zSH{Usi_ymK?X}@1>&DPqDxhC?03(*3eDNGNW=q(4pef^+NAFt&2Pnk%_p7-?CZ*Tt z$75fu8}~Llf*)gn-nvZp%Fl?EnKFfdI7r))i1E^}C3J1bHr-!ZIEUzkp91@0Qpf9xv2% zwf=B$b<}H#=RQDMwDFq!{xso$O+36O*Q%jTNAM!Q?hH}+{k43*>wG&l%N(BJc5jNS z`@s)O^r`U8mc$dg9S`K#a&vP==0`@PS0NEd5-zZ2Qu@OQ$5|W&)POMK58rd52b?&D z_U{^q_b|^vNO;sdt~$2eP{jV<11=E4UQoxav9%4_$dV=(Bpg?W)RefiEbveu5|wWQTxiMoe%4DsDIfx+*dn_c;qgoj8s z_;PzRkp4h%MMjfP%In`oBTwDYYQA{W zCK$;NcWy!qM(HEPon>OW0!qhW%Y;N+c1wlPv+G&vp7kyxXg)=?I<*3WkPs89vsHki zPMyud6V&bYj&oy7>1mjX7kTK3Ss8YDUOLA5-k1_M+1eO(H-m4o>1VqoW8$VK;?R{o zeY$6~``n$!231LgP1YS{(3y8WThD_CQ$fpj+0oC=3{%UZyk%H(ZgcsAk4n0@x9{lare&hY4 z-VJs~Ag6Tzo}_HjgQB=3>t}NL4*UA@3E`USBMHlMdYkiMyUi+Kz&Fo?BZ0sAoP;f` zSA3j`l7c`ydh0;VGjou!ri8DNkbIM)=f}kMATATvqwqeX{G|O>SEH<@?v zg+wKDA&O(Q58E@0J!#b{w5iy6UCMirSdQ7g^9$;@UN=6v2%cU8Fy6iBE9F3x+R0Y< zMTlG_Y(qhPnCxrvaMt!)`P`>p%UWe59xVG}y3r-B2g3b#yW>zi zcHs4m()N)Kk5yhP+-5#9@#g7X;nVBfLfYTG|9q$Z^J(;k^~d*N?C&b@lUobKx75S2 z!rf%u#jY=0R%1U8!Xg)CBJxK0;tCZDcc-KjSU2vLw(36F-`RTpV|8nZivXbxjS9bZw!^-5AqT=$+rDxmlu3az{d3!jMKhH~uGzAqe9Ip_{ulZZ%BxSz z3aLyLxA&oig}Ua7!YWKEpR~)ZTPytsyOuPt*=FLJPVE;WgO9{Q7O=wV0uNb~?bcZm zpM4g`bLB-W;mB^B5$nIyZ1Jv8`;&<&fn?CxFzY)C#q-D%AE5kT0@eF7Kli4HQ0ms= zglXYgG^d7}&1b9;o52M__+ zHcD(7jAU>Kg^c0D4<@4l7-379H^iN364#F5s~$;REG!ulS{*;<79MUD%o)hz41%FZ z$lK>4bsm6&yl9Jk)I%3gD(bzup}AWCugS-x4jcwk!O z`#lDkc$sfZB2WeoS?b{hJN}-Q()ctShg_aRxMe#{!&l@ zrSi=C@}s`H7B_S=wW+#yEj?A1rQ0xSL?>7k+lZMkXTuP6Ic$lKzk2(-apudwiM(E& zqOw2~-RG7m8<+ZclcMcy-9&dpw(^KTZRWHU(;{kRg!Z&-;+ScL^%1C=#SiKc7S zBt9ewr~4oD<*lpWk6_o4co%(`-7##L-D67W*2*z`ZGOBRZCmdDDXIVUd#S^MuneBj z{jJPBgJxs3ySIS-=RkSN^Jnnuk652&|?5rcmTS%L|aJ-H7e%#@5`kYM?4a! zjNtY5iC_?OAG1Brp7H0(HZM*(wO%56k`X!37TQUmZvm3+noLZM(@MP~u}6unYIc z=1$CBfR;F_q47ao&hJ-`V&CwfrgIvs!dHy-xKR9GUCUp8k3b*i-vIotmsJLxlSF;I3zE0|m@(mC>zJ>1|)lPo>BhmxjtnqV?Chs~i z`;3!BXJp7ZIyyE4@gTG()QY|KNIv6)T`x0111|b>|NgxSxRC+<(&ACFQTt!NNhWLM zgFZ=_liT59{w9zSVw31vJNegdXdv&p1(KuRY4fA)w?P6}b#9xj=AHkq0sH&E)^rcD zXQ>%n#`hmT?*G}o{qwA4{elGwKX!hovcEoHgg_%0jk5ajP5r`5K9qy~p2?w;iFSyT zM1Dpty|bC?>O-SWL%WqoU*Q)KnIA2!#T_X)Bax*`c*gxPKaMBk9;Tpm8eIJTezXKk zC>YJBDY*bsqFHYsVjUn+{T=DIL?8so)qA)069ldqrOzz`w52c4x5Z6Ooc_PDOMCwB z7vf*-=T9_!VcN?-cM{~|W-z1_6iSkklBx9^EG)6~&D$Toyz~UXtMGpNl|nWP^vKfp z_xI*4h4JC@*f?c%K;U!TeEZhb$3;EWU8>S!GmWj6R7KYa<)h*X%EPNb^$;@+R@+IL zcv#iY8=I_9p_c)%395ILCDIJn^MNTJO7`^w)luz=(btU17RAcq>d=JC1fD!~aDL+k z!Z@6+roTF66ux{xH9O4=gxmNDd|~r)>n%qWxv#-a!0vE=UGT*tQ#T+G;iJ&jKtyg` z9jo0CKzb1dgimvBO*`)2cYkIB@~5V_%hz33GK-1!Bt-o=z?f51RQzBC5Rer_ofhrK zy<}3^Ww8fob=#U&>`agLu$=YN4W4Yi@$kFf*`{zgQeXdBh~52_x)&MI__w3>zkBz; zJq4|#U4iPy7j+AzSIAy>!l4ln`2bPnu^h(503kLdh5Eu!(HM}A)BzzborCu8#~{Pc zZnb@{rvU)^IDjxeSpGhipOl3CMgRMEmiWZPDM0@sTB=%JqZ{J$VIYb?o@3e8k8=~~ z!3zNc8VZmhqzM8w$qSbqXm}jFAmVK+Zf(AEDIrolz2i(_GbKbkPLYwE_(H5Ftb~>h z$l;-yANQAXl;{TwC|&4}R>J5{7W^i+3}>FiX{ZmbSDNc|m@XzsC~nJhjh0juJ?fqP zs;+#n6kdi|hEdZ6b_$Uuc5l75>i4Y|&`j4wIh5Sh3co0-9N2MHedELUqjPkP-RitQ z)5&Q=Vx|4Za;bUBOBxk*ptUe%^PRGuYf=jC5f3|jMs3biU<^q|>in95iVT}*YjJf> zmyu^HTEzZT(Y~gqZM^~&kp)~p0PdcVvs+ud&Gqe3`Er8HlgcC9js|0qUw2rhio~T=mpUqK5FnE?`eIAV-xbkF_m$cWq@xD z*_#0PpdMMRn*k)T>B(}l5Ciss0B{)h0aZ78pf+IaLp6Ic4)@jt4@j{kJeu%7Cf~7W z8Ec#J!-f9T!)mhWT)xb%69qmhW3conhpOlRBeCs)Oc0~sfK%+-CxrH_`AiNF54A`n_Q%m;Y>UDInCI z6?3-H?`I?Y+J9$6o84*e>7flrjO?`_Oo)Cmc2gHF%_i(!3C%LSc#`znspIU2{}s9G zde>WD3R>*1CyVtoMHFxGOE$N*MAKi1`+XqAD2Q*r=YUN%X{aus-^`%4{FSTb<(UDu zY-Y+Z#^Cem1v)Zg@5fIbJ#4(OUR!1kj>Pr$(~8!U9EuE3Pc3uW$bY#X7g67`_nC`R z&`c}017?)~sliCR+$Eb%oidVX302jEvx2@r^=zks@B=^o{xz39ya!;4)9(W)uh6|B zd$oE2>6+|m$76+_&HDlKI*QwMdL5DOnQO$WLMv`wReOiF?r zKIDE-G~3?kL~k`vR?$;BG>_id=t5O{ijtuF+??243r4JlI&w z3t1M(*5<#DH(-$7f>?Z6 zSy{&c_%vFY6z?&*{>JhBJsJAoShs5j=(v7v|JB_uo5V=ut@aM9|G#|$k#BGf>+#%_*pNSQMgvXl zr;(pO^ENjPH|pUsO5KO&tBuS6sysR-Ci#UM+>Fn-=!KQzwjTlkUs{Wk)%ifJ%jLIv z9RG1!&QFGqfabM6C34)Ku`e_{96g&h4>c;Ky9=%dO_@?R3^0sSfa65DFD@>g0(nK$ zL+!Q(zKDsvKVE4~q1tTu*o)!n&UfUI)Oy^0e)eCy??JmqQWf3+38c{ed)e>ElD%bqAw5Q@C$h zaVc4H;Bjw!ygJOVk`Vo7ZakXG%++Fswn1>f)rQo3Pr8YeNCHQ^ZNQ0rR$2J!a&1&b z5~tiBoa9Lr=U}1RnyQugc>(bTcNw=%kOr(QXX=BzL*TcoI4mMzV!YodKPF+|@6Bn_ z#0*hmkVdc{-f=ZQ@@F75lKlz>H&A9#p%c9!`F#;1rar%-tw&}bAkIn2%oK|=B5xX5 zV^dFe74lOCpdv%Fsmv%nOYS+ASsADsva%&|N1*h^8d23)w0)?lPQVG%_QF~;;u>v< zf2_>_tJzO45ez@shje`F3r029YjC|bM@^7Ean{Qj6M!Kc0?bgaJlF?Vut^|=t|BYTw2@sOE$9fiee>Y;h0Hm zmT496>hiyOduA(ij&2p&AJ(6Q0M02%0#JI=>&itD@XJAkZZxZ2>Ar9d4Be?}1!XwW zbXEe(6EWp%lRsv8?TR+Mw;Z_-OV2z37H zzJggBy2c#;cT@SVn*wiCec>|i?7Ge@z;qqPU$A1~>x0tc*@XMFj(lF2;VR`H8#|~C z5TbgT4gk-W({Pjm(cP354fCHY88_e{imIbojw(=)k&zwxGla))ZzEr5J4}d{aFAKz z#?VwW3HfuD6&ItvSAcP$gmTT+0qUtl$-@gk%~6|_7Z0nZ>ym%Ac?JCQQC1I~5?}jn ze@QeM?`~Uov^K>8*;KJGOuE0=0U7QWlF76QFeJ>t@&tzmRF#4h^~E0IO>F;b_yWw^ zce|SRKqQ?suj^G7P%6bDoSMXS(vF$B?bv-wWHgTrRA(HyAO+;;;fxQxd>~Q~z`5r& zu4S`|-h?_zmXt%5sL8<(HJH^akol2XcPD^PH-EJBhG?_w3o#P45;^npFj7Ct7pXME za8uPo^mip=FLAk#XFoUOazjgMVh@=@KKd06DwuG6@G}cGR`yacOI7_8!YewAs8Xn7 z9xQ2b|4b}jg;4EVEPps{fF6&2Gu;x_z zp`g}QmYyx1Gh$XjL1d0os?(H`O?mFi1hty*I{hAUUek%BgX<_!$*#FY)&&0|B8 z5^le)P8s3Ey*^@L?d4#STQC*Bj0^v+Dx>E{w8Z|Xm)s0kiB`dy+@4*14q0P~AHiZ* ziSyUmW9g3WP{K~(z2}ns&hMPTcT~e0M-o{~9r;YyBhUNYBmV z@Z(xZ{Ju8Rs{=>35eH7rujS== z?FGXOAkPx>OiA7Y)DTj&{tpZZS)FI(t`+hwh~PP|=fp-s5v~jp!q;f3ce^fXW0zq? zbrGFHR!^V)?1cfBCaf^6vv3zXADuSue`&=SMZ4Pay^9a;2x%boDWQ5vWqxj0Ie{{I z2;!6UUBLHy0S3_xPkR||av-OkrNO&PJR6bT%eM%oulvVIxvVnH`p~@U*PK{UCXgGB zO@Y)zAf}Hv#SmaR*tRx62t>SRFa4SOjj{Rz8k+Fk_U`T^pyLPtOG?3T%Cs0xzS*G2 z`sB`Vkxl~x1By;g?2eytXXR$?F196^ zvL}EvHv@kt63+bqSi9q|#Xl>Z&Eoh+>L&q}d-GoG-22IEkc}<>>K~{4&33psCddq+ z!Y}Clo}vmDcX{DdF*QU@Llr|m^heIP-m#A7r7FeBt-AC}WXskcDgK>^KcA%}goez> zw26AK9%6k)>Zy!xHBL3`mwp?|7^YBmT#1C4Buz{aV3@IC6jG9B=%3%8f3Z>qfJy>AmJ=qC($DR$#{2F>l$R5nFS#x>MG7MD0!z+JkBY%6a;2y&Q zecZ4S^Ky~9(jFUHN*+*qHMRu=1%<6`08tG7iCUoK3v#hLqcoa96Gp-w=+0C?KQBhN z`YigMWUf;)SeE9Sr=B8)3&Yvo4sbO^ydHXn%=ka98A8oX@6RrRTZv`?y%)v!Mq?pc zj}USAHQ^b0_@1m@&h3Lp=eyIcxqGv#TljFk6sjypodAL3!iqhuGq?^*YN1=4xCq zRYr2(EqRAdX)&jLOsKV6{h{pd|=$RPntLXWCvm;DfmLuQeDX2aGx~!bwT>xNC`8`%=f6v z!Y%qp9sw#R`F*OXdTDHf<~hITq_*)9;E$qa-{^mP0T}OsqnXd1{3T_lzi;-zR*wxO zegUg4S%`30tpXBDX-iB@%mz4%++SGx*JJ!IX=f8~J^F@*!?AJHv5}{EKhau$OCOOV zRKvwL-W#VB8b!YsE(sdQkUo!;2<1CUhIp?%W_j^xvcEm8Rs1uBVk0JoQgV)P6)AN` zSW!v#fLU|`uUP?O2Q^K9~)O}htW6Ax0Zn-&W|%|Cwo->vOyFE{*T|W?je8}M)%DQ>FcDxz0Ykw zH)X@MGeLYJ*gF28t8c*pSf+%Uy{tBlxRN%ddsrk~frhL4{Cev+J`psfS%|?`B!s}NGo4GX8hIh0pW1kQw8jR49qz^O%OdDG_rxYByDbgoSLiWKZ z0)|*b1_K939|~e@XQF9D9%~?UtrN{`9@?l<00yDBuEu(WtGf6a-xdh-4rRsO)3=9T z6+rohLI9{1+Dt%bZ7#=VKj5D7x^lhI>o97pme{NPO=u;mz?=<>y4hvj3?SPsf7C@J zk~cOr7IXBz91!m7F8REYGG8I{`$S5`)WtkKhlU=;#?lwRY<8I1$qkF9v234YkP3u z7PGk0ccphK1kWicxanpFF+RTy>I%L zuP?-gBP6V9o4mSNWd<1UK~g?AqX#1!PgQhubnR}$R7VxKLVqW!dhtG$??<%&2P)kR zC?C*+Tb+shoi0gL@7<`Ucz^vqT5G3oZ7?pf1@+U>)8A-B#N22$cit;+{*i0VEYuGU zu;XqcApY8h?mrj~WCEVO8uyHAHu7VRzE6=Cn#fvVgZ#}B85*oGgPUP>Jl z-qxC#r@Ayn4A~Zh(emZ*F2_bRP(;V)XY^qNAQc zTqy0lD%nFfehK$^?gtlQoNAm6VaS;A934;z!B%om@1fdRojg2YWDEKCnz2${LMl}% z6iegi2Z(Y~R*XT7JX5DpM|#ps!^20RNSj4tAf)?cBMW^H!hzH3X?(EIGD>H8Dr6@R zLKh-7%B>qFs*hxB$tG2O1e#XV@J!SnC=kdAu29bj+%(t>y}`H}IX^=eZVr#vva!g| zCZM~y;Rl5Dubyw$N_BaE9nwd!Fn9bI+}BAtt~}<_Q?zM+`gO=~bneVcqGy7mH*A+v zc;>>W`JF?cYD6ysT2Gq0(o669y*+_YgYb6ygxZ4GqQwn(x772vL!U=}BOk_JVQhFf zo1xPo(s+Xo5dv96wQuM;q{U<`qns~Sh`^--g&cJ?zyJoG=?JKq=)^MgmZNs8i0}WP zlkw9#P3lTIcVrZBrb&=HsDq1S0aX)`yN+y_XkhyF!rUw`Q4TqPV(Wft-q zZUn&RSTU>~2Bz`2OqRx=G`XPdpUS)AG2Du#A)4$}(w07!H_S;qtLZpmtl0JFgtNV=E;|?(IjG1`KY?T#I*Y$v=lz7FKUJpsJwY*t3DB}T`*zW_5 zC(?59?rh;8ILGyvkx=YrzKwR2KoidQ&+J0ulHFW9@f!-MbLr>zq8A9$%=2Sd z_B<3Xr7+6eO`rbT5y5<2rqLCp7NL1%ZIv5fb36lusT0*k=F3wdW8WnCX4G?D9%+^z>&+=60?a0t2Kul#2S_gKRG6!Xo%L;TU zNF-&uyW}M!&aVCfh9Y&Bo|6bh<%A(C53KQAOBQvXQ6p!CeXDBCB1{l#6bj6zTxV%w z8}P;5ZFx;}JnwfL0LOxv%2^8-U^yx<_MmAV1HGpBBCI*cV!~*D6C*Se@0FVWov_SK z5~%xv|GFXaA%MD#XM+WphNrMw;iLnJ2!@kjAc^L}JUCz6D|d^gIBM0n>cL_^w-6Yb zv_F*}o}RiUJnZWPUff9`dxh(C>qZ*aA18>>EwYwA)f>BLa=1Q2hjw21Z%b0tnt{YZ z!@|(si!&o+xM}?DOz2iNTHTj@-MgFyK#?l%ihzjQA0?%w{cOQ&y8!p(P?k;SK&(<8 zL_az*@&O;|@%EJAfnnc=6-4a^NxV$U-?`7_;mHE^crO$vnSg)tL_PHJ-}j3Dw%rqe zK{Mq&!s!`t`Zn`$Wrw5W4s?{|j6+o)7x9vke*OGO`ZRn@4=|1}CC^HBB=v{ho?_pz zu=4Y-DPb}F1Jkc6 z@5E2U)ecM^RT6Q3{-Wp}I@S9-`!sQ4<1`WUb1nnzhz6dDtN(zlxJ5rzT8S7f&A|4s z6i#PyN6fMk79Dkqb+&|VRs7oIVuyZ8n&x4@yso)Aq=&eNs>B&?2JhUx(wSj2cCNGt z-DIdGuq44YRhCR;b9^WXlOeo@R@|2by^gnLH9@ta5;jyY z!#l$$qt;-tN-vtH2~}+Sjm6$m=i8H&ntS|2S5LjgcXkXyZm(2XStkvSMcvw44&@T@ z7kyrNB3imO>{nua4<-D={Z8R@ZE2t#gOsx>a;o1UiQZNyDy>RNAgHoS(Qt40P$A7oxy;>Z~UaHfGI?C*yt+?@{0KeH7%~5dZWu-qh@4q46~t zsL?)==J6`0TPOV>HB?gw=_WiXx9~TCd`xKf=7_Mkspkpbt*~E91fze_nIETNx|p!~ zDZdN5s0deI$CJ&fs3MKzpV=rww8=h-j?yW@Qk4Ry3~xsNGk+*p_$XDaEeSk<4OFD+ zO7N8+n@;P8kBLGtOv9UKz^4=SF(+#EVdOGhOnjKct&xkA_;UhrtJ}@bM8-w4 zD;i{}pK@5GD&m?IUd_nT;!zcc-yHb&APZ7Z{4qd+Z9r^=qX!U0N;8Uc@Ykulrlv$p zfAyUw+A48^Uy~MqC1Ja$#&47ScGm}IN*Lg}CPt)=MnY!z*1vxzr4^NN)O`ZhERC9Q zAo_sW6ImzAEmIdy(sUT|-jt2v7%$DYZ5 z*;zWF=trqLDb#1nJW)l2s66?A0kA?UaAgsLNoR2c%}N7eW`1$3(Spa_foykxMkm~3 z3pXe{GBRR%f3ah@@(gc7lj#M%C+_1YGg&`rc6 zfW`x3g!~i&cmFpzy4t!6yl%q!FH&x9EyTj}*9c$H-1emC0U$;M5S}j**NNtA*2AFb zoXOM!eVAs0WwLAd3JoX>e{}@FL&^d;yn4_(yuhzuk=N7ewwLZ)^4@bj>ZnVH@pC>e z^vUDW)J>G@ZB}X!QqD+=D_4pCbvO)s?%QFyKiw`SI^BYANS_2IQ00&{u&4~+ z&+QVS+-@gc@c0fh%G_FCwo{8v=MRYa!vhGJ&Z$_hGx81FTgtrI+w6kW2j^nw2)?W_ zeV(@Hiz>1>MV(%r7l5Ub%T3wh=2y9dvgj`YI~}R$G{tVVMCHw2Wp7JJsGX=qpy$&P zv57W2sjZc`w_X=7d&X_L-=rmWR~&|Ksf}1FG7#zb%4eGj7Q$@Cvf~gFJTt6&w~y zK|NYz4_nz%|LT`qZKIu|?!5lfmm+n7;O*|iSHvb8Jm+ciO(Y24Ab17`k?~OZ-*&4j zL}tvr{`r03+nG%Q|1@kDK{(5iBK*F>A=ti!1FuCRN80IaTMgWjh5^u*c1D|Y`Xiiz z>&w(R%rR%L*3N6J#EUt-Kwp4LnBy@_c=zJoWbC3S(kTV13w~gCcXvbh)zbI9L8f-{ zoGGf)==9D^KcreZ$FAB%8K$h@jEcy^TXgf44Silc;NN|^ zvr-~nx488mX>^}!HNpBE>o1Q6x=Nj!2pH*?!n$pFv?wkh9UdVT?sDvfZZvalC3B4&SY6i(~unvh5$e#X(3iK4{zr1Q{FWKRDk-Yu%S_Q@F?nPo8(KJW6m>6b(hoYGvC8gmP&V)nINR==Q`Tze+F4qP%&MRU0*wob> zs^Jl?tkPhJuR_S3;{t_$|eWPrmao(rxY(C@rY5Vbf(M6lNXNA!KO1ado<|{g+`n76eI878SlWPbG)sE5fr1_$59lUGb4RQ_y%D_o|gti zfrE+__a?n+)ugRcelho4I2(x9_)9h-USGwIFC6C_a*yIID=gb9oVso>FO4h%su+5Q za4Mt-_xqBUPgc#Y0=%y!86%j6vg(l_K3vGJWxZ_}#c8wU^) zS6xF0Z_1;O|1ya5=W<+)#bbj|9~rnbMk~Dy;~CTfmhM8{H9pKfaym*979YQ8X*Xja zFEt!h4D|oaOv4BGBVfw)%DN2>uQvm2TsQuS=|(s%t3L^b5c>X1y_~eF*@>HG9}JX` zOw>E9`{++^JGEAvB&chr%GqIaX02I9#$VAUFF#)?9((o5A-8%U!Mtzo zkS*^NuP8xB!!32P)vct-%8{aR>V3~8W$KR?^ZTC*$32bAc59=;cvM1z%4#cScUjxh zxRt8K#u|3g9f}O^Zkr3Uhwb|Xta=;fH|WyS-HIfTReF?d-`6(nwV@M2+q^RvS5{hX z8#Lx7Eyt%Y(W4*5D;|>X@fp%Shcg$B;zO&ViTnA0o=7X@)Ur{%XF*2KlH6&OU07A< zNQ4oSAijl-M2cgG=~XB793#u+yE(nJRq2{;5VhJ>D_eTG!$Qx@JA|Ke5826p&VPeL z1Br%9=XIZsYi&Q*+*;@ZO=zSpxePvrUg*Q0xYR7%;5hB2bup!SnNwy})}G+(PNdh7 z`2@5@N2lBwW_rMqN`!PjeNyI3psQ{0-X8Sd5N&+YBU#6E<5mv90h*D_%*QkRrJ^(O z@wB4{tPqEuF>xs`53R61Dww2}*83%M@Y&*)sPw2MeFKqo<%$TjWIFxWbg`OOBC%}R z^94_Q{@^4ZiwGQeok0~xhW+bSHPa7maoB%v*S|BfKU@%nN9`9)TX-j=`X;QhV&&-E zfj^qzSDc~q37E`Kug1l23Jysgoc5miWU zA`FiIn8WRe8O!(O>iqS~gZooaoxY#(MRmtW@u`+ak=|~2=9>7(uEp(H#qumX_JN_# z`&4e&E6t0|2tE!eHO3$?WQqLdpVzi9#WBdD zS76*?QnR@upvjoKV^X)8Yf||j$$<(4{XfgElNZdz=tQK11K$5`SrSly}g6Zk0$)pyCF>+h{P3(6>J7fiE+dXjRKQ>V}e zN*PXz=?4mIud~n@&Kgl-zOAHV6Yf8 zMJ^r4w=7q#^y{60kzm=*r@jY-q>k1}^_3raxf2bwANpRPZr7zDF@E}swdAKXXkl5x z&i)E}Q;3;k^X)U5{9-xYIuU0AK~=6!#%=ry$xm&gE6v=7C-n6Qx|N-zFUI9PN9{DU z|9m9>hPwItm0bLWmRFZ_s(GJAZOp7_7^VI9$2k|5Pi1&`_As?*5G+h0rkQY$_oxJ#dT{9J?!OLcb&gVb=+&?eA ze{@MUf5LQfJDoH*{&6e*MZx0FZ`D7(>;@3Y^f$Qn$lxc`u=rTtQOO%#Kow*C0VLNY z#TWW3Z@=EQOB4na{9g5*6&WdC1gYW2@j02ZiE()+?K$@5W$~|0uWP`WE75BHj{(+2 zS^e=s1qVpq<^j5yw7y{X7;*;A0*aoVZOQv)6lCmy zumED7+BB_l@7rRnX)pbzq&hQJ-TS}+d2&oD=_tJYg-XZ55C$uoT$B(JpM8f99trJ7 zN)7{$Lbt)8xh^Z;pOzlaP_#Qw@k3OVd6GJf8C9UVPs6FpgoUK_k)f8uJ8`kOHB3^w~e!nn>cP>QKF4jmm`d)x)+ z(xzuo2jRW2*Pt6%Afd@if%qaJpm)x@_v>>Ivn%~rXIGa8o}tXpw$y{oCNXvd7E!+v za+Om#p(^ zDo9iu{K(r2jY%YY-DpEVFjMz&yQCH0KM$qF`&uqtB61Ukmfta$z5M|{N)&s;DmNl5 z?dC_?y;f*2vnO{M4WGbSUQkhE)ej?r!&J;P_V5=+bKUoW#fHT+(=rj5Ps)xtXm18k z%CWW(G?b`8&?H~kQ)EToi5&)U^X+2F=br6N&nMpEv6)6Qx0IHZ84J@RCkm9-_3e}j%nRvTph z#QO`#sg_}``PJspEN7Gg?1Z6^BZhf5IRZHaMZkW`iL60??c1;DF<8ZVhmX*Rh?vH2 zK!79h^oyrW+iOHmo7~0(@eDj%cR4-OTtc@o$x6B~G0o3CLqga{$aE~b9+k9Jg%}dV zjB~U25E61E&;M*qOjsjQJlUWQ)EWEyd3FZ!mD? z)6v;k@`PtS%!nDGT{}F1Fa22(`YV{va+>=4^n9p>(LCFI3PxR}R(Cp18aM8zSg}ir zOv>w1teYg1n;o_kOD44VbSv)nJZ{Z!<7A#}uGuJ^W&g~$+kMxmESjD|Hzg#WN)7^7*Lf=Dq+m?J!_wIj)x!m%{x49$9=}h@Xf>I*}ydjd5Hz zSi*m zPw;P6tggnaQ`o^o05P?IIyf`s_`A#pqwQ&>W}_e2xDGdUdOv%Gxy()3`y^%NMkUB6qH1SK7J z*a1E@4h$=Sgv2}m?}RZ6RD0&!uGy*s<%{xRZ&SMkl#H{NA@YTkm4?~ z7tfPENg%ILJIDK1=tI+}xMJhah-L7Cn+r^Gv)G0zuhK1 z=2!TQ51{9FHb2C&UQt}E*h%yz_~tm0fZG&6BK{{Vj@!yC`M1C&Qv0*#k|2u-g^*|S zV2sAjPfkW-Iu=p4f|$ zVAHGZ>VG=9+!IE_#nlua`6*NI6VU|%wsbTPD2bA$2Jvi8TU21i&H!0hrIe@tx;>Lt zAVFLoNWWNtl)-|(LpD70Kp3y=M=FhFa4b0h@xr!!XB-QsH-HH|B(t@(WehSneiR#s z!n=xukv(?>dJq~oR$psCcTBNG^Z|nEw#chv=B$yy^tZU4X#aq6XaLCqreL#h3Q_~4 z3g5=H*Ae^%ZL5Xxcr;tC)>EeE1T~0qT{_%MK92dtmR1HCemYB}iCv{+;ER5Pcz(^k z8O&(`6YMvzy*+N!TDB{X^pM+4)9YoDCz~XHb1V1S1O?^NHnKZC`&(e~7^87tF0yKU z3>9jidXZ9)g0f<%CZlR{O7hle?}uXU^-_LPhL}+%9Fa4X&?OZa-kx0Y!mE_{%8vmS zc11HEWiCd&6lCTnER=3XWrXq=S<9zZi_x}g>`ia z%vF(XYLb~h5^>Yr&JvsObnqDT4$f@OKj2P0$a!7I4w5j(bzIqD=WI-c-ZMW7YKS75 zb9`xcx1vtg?hGJu-g`Ft2f-9j(|6n7fLOvCsB%8gzz=f%W~LjAc^*Y6jCxDB-|2s= zh=(KsL3YKOZ66wO^o%kT?yGrn_Tu}Jbe8j;ngu_}Db<%)e_xpt-HE-2+%D4Bniz1h0~n6|9Xi3SK!dc8<^ce866Nl z$22`WJ4@eU(qV+eV`PwxhM^1pWYwm6q*Z#aZsd5W7AbYf0LjYx4U4q*>CRLXvtVjk zS{as2T)SJQ3|)Na1+6wmbkk>81@!?om*NpgA48{0*K>{hx_4B0XIXH%m3EO{-#-5pEnl8nxrMvHsIQH`c*SIPypW8FG zlbcs|UQSa`7q%{A9j#awJwJb{+wyPOvC~r@gJrS*c%*Of{;8ZVC)Hst{6QcX(y!co z-6idAWM~MV0b;$lK3rCAwttLU;0b^K?t5|`9+a?G&Ru}z=lQ(f7qotjm(RRYI#UkM z_sxn#-eX*bh5j>}^$)lsI_nTqP&X~lFJqc?;k%G|uta;kPB`8;`_X?E<%E0Hia((j z$*}jrD;rsCpC2^dbRHKwpT4Q`Po1AC|6fQ zUX0;6@+h5eNJ`_IsY*TvZR>`Ek&ji6l?V<^*U3(iIMrcYGx0!#w>Tvdg51nB?jST1 zf!DYxCNJrj2;`-(n88+H*U!6^gpE9E5k1|TQB&!l_BsmzVM*o^wq?no<{8Cp8n#S{?R^JiDAxm; zTxVO)YH=<}N`Bg@ADLrT6GK_bc-nLE+SF1_89q}<9O|e zRd7J4)~-##dHfm()tbRfCg#;Hb}+Qh)d7!)F>;8MhdHa3ivzApqssAwu$x^F8N_() zN28QK47Q1R-;3SnB;9MTGljO2HX^zAiBCfm!%wk~amb{|?kbXY1a))7ZkQM{1k#w^ zvviJ0KbZQrCLKp;KZp$_qRrL1LY&ZHGT~ABFUsGXrs{pZUUBPCN2zwdu+G@VX}piP zpO4rk3O_3F&svLOle-{dohqOwlH$FvU+v;Vf6Sy24W|Bl>#Sxdd9pf9k?y8KFn+XY zydAzWj%%Md-&QVBse`b|xtLg3ih_cIC3j8~B0bJ%q8#I#dIJ6FY)UwKm_)zCjGx>T zEi^pj7ye90e7rjmW0W=CM8?~ z+O7>a27+*@*dHE~fEY2wF3HYV8TXH$`r#!*Y+Gd~)9EvL^YT1XY*)N3x6?ie)J8;{ z-l|R=I(wo#J3=x*lcoGFBfC=F@NGo0;R|dr-}S2wYD9Fbt%2{Ru@FRcPZA)iwPOh* z08xEg^bbT;b!w@Vnw{)d4M_t1U?hZ7b(E9sLeyvO-oC>n*_w^0%&b38H$1=p3_2v3 zP@tfXcwt93&sti89ay8O0b=iE(zxOSQJnD%20X;B5naP$APbmyW4}edSB&FN+cx<+ zv~<Hl?;-I}3?~R#ijgCt-E{!%l~!n%dgCpIybuz3AGVGbB^zaKU9VEX3D-WN$(%ihUs`ijTJCDtnK) z8Yy1{P`z9KPW6u4EF%lW_froA?l^6lsSvrq1*&_9ea^Acru?I<`k$|lOfpDi*U5n$ z2zVeqM104c_17?gr|904UwNiOTz@J1Z{RcQd*{_>u}C0BX??nd%nBXeo`NlG@UXkx zN9n+-*fTsGNDGisHkG=?B5My`_ynMv?remy^CHY>XNm2%Jw__IZJQqP0;7YCv@VPwFb9o(g?j^)0LBiJQ;txSV;R+RF@&UK;{`>uWtMVM}Yn&B1Wv~G>I=yzViEh7neY~O>?dy1z z4K=!|t`(RRceSgjX;q=ny4Z?6^f($=$rz}6O*9GchukP5Nd;c-ZcBBIOTwDooEF9!D@PcANQsFMVmv^4GLnW#fe6yDS5Pt1N7 zzF>MC@qj8Klp_<3Obp(S+MgqaG$Lz}VNmC7GLp__o8Az+5c;x=hs#8#)RZ(L(Rxz&W;;;a8%6OvgjRqH?>qEyrjzdd0H*xRj}B9xymmd#osz(N&q^mY*eAjq z=J~h>#O&M-8yqF^pOJ!!UbelWlBvbfmTExwR)XY3q*Gwo?M@v*%~qU^9AVj0Q#b^f zvryYubPYDzMk0givhwU`Jjt~5lFrVwDK{m*u}1^a_MOd~T?u%+bwycK6C~fyWLHXo z#ZsVDB@k8IJBWw(G1-KE@Wc)4etlc_?%kUmN6`c(F087{?Xg?!4dRIas=doMAbZni$)wDQg2Zyb0=-nR8t*y(luI{dM}2In?o?jEse zKcS*Fg3K{X{7j?zZO9%IyUS=E0AGDBrp|1A4f11lvsd^Z zuH+1Y^JKb3R1_6IzNt_<#Csx0_*qd`m+@Hu8WyDw>PPudBq-{Weh1dUjSR2!LtI`r zHjo$`@q_n5n+3{iOopQo#}I^U2Uk)oc-}Cy9*3UDII^C(o*)_2d?*uyYZ2Z|GG)!N zdBbB;f=;^CNtoo|vwSu%hiYMJ_wqYFzZlz18Sl;Ji4heS>0@*2LaaSsG*x?h43)Kd z7r3xsS@fG^gHmI~WXZHOd|sZ;k)}a-?vzQFNn%9fV)m$at(|5&w%u@3_LHCwBMZ!g ziKS5{YsXoxdf{oM8BLkpTog#VTaGRuU2+O$=(^>ZW3`g-dN@`O?rD_0k=)2+2(Mu!w^HamL~+s z-Isso<&sQ-C61TSf)ed)iPiEavm3w~ySoj5T|kp*+IKko zr;Ql1ZGZ&Fi+1;meN|B$2BKSvH!UL%lUg>lv}0PnJU_6#_NpNEY2+jMs7a+y?0W7R za%w`lLWX2Iy!2lLZqo7>_F`rOUu1=t1KzE+Gf;nME|QgWUs%$+9PI+>Wc$(jr0rth)Q;%uX zX0kVt&wH+4lAllMiMO6^+tfV7uNeUcCG&K<=^#gSd421?@%4(C%ES5eL-N|z502;= zw{i|Ek4vlN>;0*U3k&YGe|?<*YmG4RY`S6NxBy0U><>G1 z&4j2!!E_-p4^V?3m2z|Al1b%MFu_jGTb&tp>6(olpPUR`1)ZDmG3%JR_e(;rltWMD zeF>ZwJnETEeG}>F(u?G=T67!3Qc*?R938{dGJw=X?ycyiP>bjRW1_ZQ$YJ4HI%B<* zRGLkTyT#|E<2;h-S5w+#Ei(O0l{~;JKutyUCMCCgXQ{#jC}105qp&Xf5wP~|<+U>s zCK4Ct26W1I$HHKp9rJByX;qys{-8IPmTHcN(ULQo<>sc))KCLa(<_M$mKb7-BFCYg z6E30NY|9bVjGrEVC>T*V?w>Ck2oaCW>)+SW%p)T)s2QVH-k1J6dif&}A}tOYgC?5H zxp_?`UPVanlh^`g+7zZXN-El_OB2!;fNu1&?h~*rI8Cr22U1i>>Y2F;I8stc4-12& zX^U3`bYK&h2<>Qzv*%SSy4^_l?UZSnYge74bFBD&ukoSQuQmSVnYPXJ@!EkYXj4wV zO?1qeYL8!NCcN`wxsQ8vIty7hs>=l!YMB7&y*YsD)wVs-wXlEw4Co_(@`tMB(ZOuv zSkFp1(_9q_lkZ{@Ool)JwJ44dPNCq7Dhb1oiu>4iN+P+!yMqtwIuIDu{5m&3Ur|yr zR30tRoc@2+2la`d&V!AKX1o(xKwh#z12mKT!~I4378pM^{3vJvlUIf+rV8Na&zD_y zF>eUL_`@@VE}9o8G<0-1U}8SZ@uC8l3`Rg22a^!H$6*JYa;bl)pTUHZ9Iq%~-_<^Y z0$2iL%b^e+zb6ladZmE0*rJ?gKe(6*)>)hF0Q(EcDtJRBn~KV%kFJY{C)fvO!fH)x zuwmtX{rcqqG*V#_uDf!eFy6t6!vnoLT^p9bpp{RUqtnqn3dW`+m=$k;@+1I`pvD#W zE=W^Ab^JG47)L6^^BXPP8|d#Rc46s)q29K`ZoQq0vXGnM-=6ccCgcjH-PztML?>kx zLNMSUZtOYSP#1mTVcXKP^W~clG&NV}7Rk;(iGbhC#X8ztWPHE?)S}L6P!$F_C0{`P z{AcA-wM5L}K#qOXosP?5##ss5xi^ZI*YbAcxxm~Y7OI#Kot&*bNULnkFL~6eNKHB| zi2K^8u&FW*uh^WXSc<17mr~wrAHkgZJs!0=oz!lMSY)?)F;hi;L-xW%xUg8eFHMa9brUsz9I^U&RM(}= zXNup2uIr9K*Bo_VCofUgPN75GYsoG%5;^CtqD~yJWbyY>T6&q25r=GJ{N`u7NOw#~ zQo|R*i>(-7;C#i7p#9_r_bGVDhI*K^pMq<-`e-JZ&!dT1JBiugu?G+$OwSoYR=>52 zay39oZrKE6>qX_|k<5YTRBo3ubGqR@YlxJKQ5&ev zK2;g+M2qQE(KEmWBI41vDqjJ#Kjp1&hcIj8bR7eA( zEEnZ5Bo8y``zgBa%S@(u>L4m+my1sJPG#QP!>+P{0FH8%5>*6(XzaeXG<$()SUgl+jg7)k%Y zGxpr!MQ?RzbKSvSmLJ`8DkhF_hawbaoNR%#ri$H*N&UlhT8!@JThF&nmZR}`nJQ+ z0ZkPBptQT~Lf{e8HKBAr_lsvs2uFZCjqfRz%DH>;4D@S~?$v1Xe=DY8RzBdanL&t0 z#u*EszPuLX9=Yhsq2jZn4>$^!?m`a)ve^ynzU|ieXte>z6lyUQlj%=`^=pn3_cstR zt@|y4PWY_XH|>Yx>m$d7xcTL`x|?}AQ`Un!ux5*Xwv;d{_TeiWR?{M2su$aAetUdy zLE2rk2e$nXX?cq*0(UOV&o(Dcpaqq5a6sn{h09@*RrNz6AvmlfMOo@eG^@4}1Mn6+ zont9w(7En`Tf`!dj_MDP<{wqUf1ojtlemCBfnMiR~xDJk<7G%gM&Fh-v*^J}XzPpHu5JT4bOP zPd1mFbuOCuJFMu4Pe;L>O2Q4LJLvs~3qS|G)$&hvSUAx?*!1 z8@PjWOKIebsF@O<2hoLLiBA`M1{e|I&q?WD^DGPLe_;pUqE>S1tVM%i3!&`0XEqla zo`qX}%<;_8-GiJU0h#BZoR8#4_D?kye@>`YKx?_Ms`LKoUw>Z~)4>qE6q?J0Irnkb zoK^kY`n-0=%wgM?PMF6MnG3l|aS6P-4At4xLj~B-uX3W|FKg)WJby9i*je5jN)*%B zBadu+T-p^=Hus{K)t7SV3EckZ?a~;!!}=?)33x$u>b_e;be>vRM13%~Xzw}v4-+#k zfayU$;tPn`5XaX0z`~$W?VlS&Z$S~*J7UtC@!cVW1Wz0T6^X6cBImJi) zp($PAlYRTxhmzTDRlK;gG#5Q8JZK7az8{d(76w z{-yLY0|fB&GsAWrkZ(`8C2TrRZ`O& zu39#_V$nw7piXi+AV?FfZ1B;J%$}pg=I&b;SL6p)uK;6&$x^zx+TJ#eKdsH$Q?ByoV>m~E1m z{mU-omzNOQEj$_#Ui2~8_7|9q<%jSmVl(N!2&L5=rTN2A+6x?|6V?C8QJR`6t&@|} zvrkYkG<;wEQclB4ZV>NbA#T(nS5wYWRH1;QTT*&3+b7nfSh`ZN#tT~I`85Y&s4T94 zf{t5JANzQmyeJh%cWAIw-X)=t3gzEXz{}QVwp0!zGyyLlD82OuRd;ds_E*aA?@S)Q zLjZ#SUm-i{R`-j1w%2w=-XcA%5*#_IVgapcGpt){idUt*1hEktu^9SZ= zr~7}HV%R4W?qTU}4xXmZU2 zlXUDr6e3xmOv(e~#wh6TYd&46m6g*64mxEO713tr18WQ{0G{P{cZ(!8wS(EVKM|aN z5{v!rtO>Z2Ks2Un(oYnIK!SPDb9{U$5HNC~MR(kJN%iWL%4!e!1i1N4dqOciqiR{Z zDh;~8fiegT;TDnM8AcHCr$e&yd=9};|8Jtw*nbt3+CBaMz!vg~&Ls2&^UYOL4Sxx< z&c7^|B`Yc(U2)L={(<&qb6vb=k1M{}is8GNKhVSG^8Z5*%T=ykl4u{LW2Ugjb&?tt zR$U{h5Z%b`o7egmlx@}+tOg%Yp1)GYRFWC7HZP?%jptBDa67Y6c3|Ld&@7CPeihK! z8F7N7nlignb?xrVRKZXmamr*>R8Y4s=y%T#I4%>>m|73Y*{{N%Ncu>`Q3Vk~y?wK( zw;7k;$zI~~ky&U@)eP?AIZez>IF8ll_cXx5C_9Kg|GZpGE#d3E%GQNS)z`kzl$zeg z>v6ERjlcfm+v_2F8)r2YwKOmnQPQ+srUd=`sJ6OVF<4zyKl}asiyh(IU)Bb;4 zS6@kI=DY9w0R(-4I~L=+AOriB_~VrgSj(x5itKH?Bc}i z`M9XC5MqQI1IoY7`4n*|eG03^FFt_SoO>%mznJc68iQjrmL&`~-OBxb*XPdAwfpB& z@uf|a+}zy4+(W+7;^ORhIyH7&G3(>-d)ysR4kzO1L|I4xx25XAc|KvieJl|I*?-P6 zWK)Al9+Gyj7j3}ZhV*vPgL!ZSx>q%sU$2C-ZUO17?PT`I7R&KfAm*VoW9BDn;vv1$Cn%^K7B$aq( zafedHSb0&D%-16T>`PrlJ(9nEe^|uM4FmYVv0;Q z3u=Wa=d|=3d0yfx@`f$n*hImY_sUiwjWZ3y4w5v8^$ez3Yb&2H1)-h9=ERBYa@D zthNiH`!F+scjp?dARy8Jwv~ly6}qQ@V0w)uVbMdgfavpn%ah6bveD!_p6^-5)>y$9 z=x7n)WND9pvmy-*O^DOpbY5_E2l4CO$}ad^EcmD(?`X$wEPd23jg&MJp61(RH@Aal zPF%ve9t>#Vfmc?Pif!()7?VbRHM+is5s^A(xiHWm7X6ZF3Y1yvMy zl*gR!*O{Tx?MVLfwF3WGL0BMIUBR#VOwW73sQ-fo*KC8DX@vDxb;&^GZr! zk#l3xxJTClUop_3Awo?a%*Zj7>&SuPRIJW5F7$^fWL%NEncBRaD9%|-v_S>jE*1u= zj6m5o4OhQzWt}Si=xEH{UYthvk&WOnYlZ3EnJZ|IGhcotvLUbNWA|q{T~v49VuCTr z&Qxk%xAqp3iL2DcQy3saJR3w>#w7pTR~0v3PStVn#b+vBtL5I|EGkj= zW909w#Vpk5dx`fB`f2crN=m{Ua}G*}-Yn-;j6wn#&=?g}(V%HfXTesJJ)~`cM$DZhm}ohacP+&>Beoq{QtG2D0uz^85w~DpiA) z(;=fg#O1SWxt2EUbhmAq>lLDhLijgT-I;lPyoTNI@jcLR&k8qSv4Q`g$*sOiQq`W+ za7hPd$5h6Q1eshA3pFG8BX!NYAwuH`qyy1jn8`*^kj|--^FJ#Wp)h0#lX_E5s$Zd_?=~eGV>2h`;~t2=d5k~{!#6l!V(cg0A)x!%?i^$*2T)`6q!Jk& zTdaTzVqmsOg$f3SPt|~+%=+BEbiY?p(6YxOwtOYY9y;Pl;MoHCfHd> z9-*=1nRPhrNboOeL(0R7t$eSbu}oE#mwR0}xQJo8Q5>cG$>nxpYC^uTs!U&H#Qb>e zqF}td%a1aQ0YT~6)(|;8OnC*P(gk_JCH1R%x``LFXl#+D?wgxL5j9H9bvbd;L=*8U zN@ucOt@XVraVfHAaCad7$SEmqns4T3b=61nu*Vr>JG^CU+Vvh)%ggz9%ZHF^aH;M> zlOr9#b`^k|d23urP6Z2(MFD;HF05`pm@Ja{;0_F82+68ue*cod7Yz}X6l)DNd}o@@ zL+=V*0v3@8a@zfwN(14aRz6Yu_b%HD?d{0|kHt1oh$BsdXYM7)&q%c0zh6}@W9%K9 zOWa}f4(m!YM#@D<`F+*?gRt|?31SJG^}J2f zfmi(k;^jIRQc_xY;c`%+UggVocdDfF09yNn(Nsp;J$It zBSo nTbEH)D)OdnbYO%wy1I{MmZ7sf**+@AP0k|3g8LqC3m&&k`pbTXjy!az!B z{vLT%6l>GJ?g_cBaWN8uPxeAKxDz4sfFfWtGR3pJ3Qyi6If65X4tdwUdEy5F;IZVVG z(^ItrD+J<{g=DL~CR;df3wZS*J9Ve6evXH!Kc&_)dtUzqDo6xKsJ!eVB}z94H(SOR z6G26Vfr0wB@JrJWczCoD-1u#v+{Ya0D}M=_Qdt(@feH_;h{AVC+;Pe|2tLv>N*i$B z?t35pbbCThT5?$Dx9bFGt|BYL_usYp^ogU@rVOe(xop`X>E9xyK%b$89Jg$mf%?UN z`oQyoJ8u$LGz`n-{ks4#QapQw0-Xg&Nk%<(E<<-@Y01y}Pw47QU3RPb;7e9X`Z-pq z_^(2^U~k+(cvSops1r*P=T?15`)XC`a`=sPs8Ve<5<1+cDyZ+80navj4#{v*ulJ^m zw8QHB8u|1VW#{M2(I-PB-On$WVFS9pK1F<{5!7$Gv~PP{@e*DNktl6>b%NZw>Dqx{ znaV1Tz!V2{Xz!(W6Y_a88O9N%;hx^>saH;Iv-`A`G8&8CPGWsNCNJPIfdgx)W$C@J6#<4~Mn=O?5gurC^GfKt{mL9L)IrXgeML(;Rc+|jt)!YiKH zpepMi%k#i;OlJOMK2TD)IVV7BHNz65pt`|c^X@BU@$6+2CKy=aEC^Du*k zy}B9r+{dUQ%q;pI^%<_~Nx)&k^hBD?@UcEvuA!{Rmpjj;;BO!*iX8SRh(MTB_%rl0 zwtLHNf&KW`1G9p({JKZwg@y95GLr~wH8Z9c?U&18-m8Meo?!n6Iwo{q2x2RUeP$gK zy=KNA$weTh-G?MzKT?^knSzJ2>m+cV&8n;E5@Efjq#vQKNEqig(C#Ft>OsGbkfwd3 zhk#Me1GVSSZtbeEBEY-WhCK_R;;$h!M%a-eo5^c$zDgBOFkqlmZ#`!^-{QJ`Re9aW zd!d@zS980yie10eA_pF#jt>iiH^{D&9uLh|x?gf%&R?l^)P;k6iOT9z zCw`y=*ivi1#?3%KFiF(?nE};52B;ZN+^9m9AQ=^f4QXBQ>utGS9r$S!X{@BglIW z#1cN6hI>@m2Z%y6@Dud0RC4P|jv{Wr_WSgG*OT^#U(n>N<0QE~qX1Lx^o7NmJ6^tV zh=f!>8`DS@f<)bkQ?tTz7*y$!aDt@XLctcs&Mv?gl>9jHZR@q|BPiIW+=gmvRcF?H zSMhE)=-Q+#_C4Gd-i!hwNtnXNod1;ZEFdKa9?stj$pzy&1&AoIss>P?-Ela3{4rH& zjSRogdR>oYjC&Kn?hBas2GAhc=?gq7NiM@sgoycH6Z=A8!j~!-IX$Q(oF}$%|Qc5j$lYM6aHp+)l-D zjK`$j7f`>lh_E76dO59Vr%BvFHgdcun!%_fCa-AsvC7ft6#<*LLM^6B+$4LLottCk zI6E#Z8XdE$o+{Up^Lr(LyYmFkLrTUj1#3>e+dxBGXm9Zy;3?2aky+P2x&iz3 zU%`tjlnis{Pi(hq^qdHWe;7>g180lYr-shAxRluH%o2f4sN@>boE;xYDADxi9>ps2 zH1;mpir^zDqNv{FNHZS=AvA*u62JGNackdRW8$r$A{xK+p+PnB73>jSE^TyN5;-yf zq;Nc;CZNm0@>p9yK+uyJ0l#STRIX(lu70of6;Ty!#pF-^t2HLCB6|JI`7U&rbRy~M zCm3nRLi}N67Fi2HMB6l!tLnSmLTT5%w%yyCd3>K4Z+8PeTV|)|r9mFVv-MFb4;fV> zuI)#>oK3C|WT`(c9(S&!K<_=FtP$k)?IgWwh7YMsTWsnl;|DIpTb}FNo(tBtkn( z#DA(3gGFydVwD@v^QZ%6N#IkjeHaTyHxy}s4prT?|IstgKDaQ9{Y||Uk6;#x=*nod zxFQ2-*ebW&;%TbXKK=bXja8~&%{ zx*Wc?v=%8l>x9qzu6+-PKM;}oVX+_!<6Ed zgooZoh=?Z$XGo+SeSxe{>gO@q+B+&GJ1)ED|LKv83X@FsSg6}vEbn|+7^P^Bxs=vu z@d!MHRbo3TFM*KBhT0~&)Ma87?3YU^b(VZO$fWa)^q*qXGPNA~K79bD;X<CD4-)Ge#;Z6K|=K^bL{j(^-6u8 zxxt!G-lu~3Pbt3ysVy4_L9eo7t>XI`0Z3~|r7fDsQY)ZLf!Sbo8;!Sq`jOh9mMXWgY>X>@qJWsKSB^nXR zXJ^SKaoUedcY*U8ze00OKMp+yI97j5*rW0uSH48B^XStp?N{s3N*M9c*(n?LHUiI+8e*sEB;5vew1`D`CcDY>bq%IvyCmj*xJuuAtC7&{z zfk#ng;p5!y(TZk4+v_a`(y}tc+V4vzhlBy>b$@Exd7<3p2TbX*@d+qT|N8k`L4)xsD zudH3)mjKI8)G$b(r5*b)BCHzrbwMNiJR-5+^jdZpqoP&3Bb|U{L9p}VRX{%=Z0_iQ z*}>3U|BaBZq+!@h>^TAa{bKJwqnCYq)QbQwfJ$j@!1Kt6o;Y?F&ul=MNag4$NBdQTnHk+jm0%q2#`R>2=N(8|FODCP zs2UpyV3ce^oaFV}>`x(rnl;#CbXYlqJAW!XeOD+94fQm*jz!F1^+~I8=0_nN6!Yb% zer*t`YGDq*9|q#rL%*pbqiT+Yt-FeuKV37(QSQQK95EI zs(*BC$+zD0K{+F%MoGsu`sK7kZd;$ODbnKP@Uq%|E?=K+=5c!Ry7aCDjQ&T(TgS|{ zA9DGF+gz#JJLZKSb`oI}vB+s&Ri=~s&c|#g*3=&e(3=IlM3=LA!-Mw#~XYKXhd$0AppWd&0g5jF`KCkmUkK?DsH3LY6yJg@J zqr+eJTxNaIufjB4u9=#wwrZ!&8%@;=I7Qpm#&>zVQmcz(22X8#K=I9+|zd04Jd? z-;+Sdg2{WCK_Kaw0ZkI5Cj;chmmb;yeD_8e=rEw9tUgqE0AfV)p|)L|6GUx?AKA3= ziS|2JIKeM5>((jQ&FAF7jZ-lw^Yc&9<=Fe#dL_kRfxq=Jl&boJ8n`A|IAe4+(0%;5 zr;xI|7C!ZybejLX$X)oe5xU?KQx$AgC*shWI$*H-XL6fp31>*dvb;(Tzgy8uf5kCg zgwt&(``rtYd^2O4E--RX6UL5Brp^Qbdq?dX-~vv8@}E~l;Qko!C(0kUI$dqcIAj{g za;o^zCR}Q#&w)06hf7T_r(J7&Yz$mftZ`9_?u-*MnXG`M&w?#! zF+ErcHJGMPiXE)zZ-nAN4}J{Te}-XZ}Ex) zW$;IV-X#i()B|p)ZR-iuI=LCN8uiM-xpLpd^B~*hUFtCJ9@4|MZn1Y1|Luq(?FEe^dU)b@ha;3V=DT;(^o*{y=sWabRv3kf8*;~MiC zzXKhT<<4L_cTzSkTD?TRuUFh!-%D72EJ4Om=x5TyHZ7!n~ovx#ESNw~HPBR)?ymVWKl1<(xefA(t-U*T4{OQbTX{DuY)m7Ft&0lQdaG z;7aL@SZKaB+PU(x_Don5p*!_+x$`@%MfU`dT5d`CtA44^y+jmy*FfT7nZnc3_w7sS zn(8$mJ!xaVY?lbLl@1%$YR-T2Ts1c~X0vt*?ry4OAeYZ~rs~e~xgoFK)Hcg8BxmZlrk8wM1b)V$Is5B$ zRbIba5a>#q`%JR8_Un=yMal#{^eB&|7wvFZx*h+>Xg3H$Z2pxHFqasIxyR~*{cL>qj5BBLyhs*o zd^ZFa`h2wmt5rOJa&{PdmCLj@>I<;>sf7v(0{(IZP=!f=1TP9){0IpH^S}ozev*#L zE+H6BD0&&hOHyh(->7!R_ttR6x#+cuFOf?Qaq;zlYiBxYAC98YZL7&y>WBYmy#3XU z%VnSiNkQMMmx1Vw-=ZRU1By-qfB3`oRJ+m&p_kEb?4ph=s6jP^KInt30%cGXiRIN# z2j4FF49K+;$++YR^84}6PeR1~uBH zV7qXHH{j=6z;-xowm43su`5k?8$K7;r<4zM6I?xh-VI-QhpRlznM|->p+2{ucr9Um zJ~L@!wOmih!L*9ER?zgrK?{SP9hX1l$6W;}M8%iWHD(}HD)~CyxsXf_e0JulS$|}z zF`4A@kb-muvZ=!@ojVw*w0BeYj?S1UkhHH0Mb`}*cQ?OgVA&d#@9IpYG#t_enk7ZR z0E?d)cf}Uir{wiI-^HcLTP3u*S?3LKnEau@9CVfjR+|6dSvA`cXctiZI!3?cPbw2H z^yr8Pq(a~aq=uj`^8@A}p_3mkw@UJ3)DyQ;_1$#e(x#B#x!y2o`z&Pc)KA&3U=j5y z`#L!&Zsjx%aBkyolTC53xhXZ(H1#yKxa?$%Bh%~*LA*~~OY(h8cs0QdzAaj~jLzJ~ zyYx+0XV-6>6y^q^Z_cZCAL#TKF35Mt_U}fPOvblirOj-3AMkpb$PC#sh>mc9pX{9)e&j4;8`m4 z=#x+=6>dS~Q5@hs7{waK98cpi_jDI9&MQ9CW?cAWy_(t21s5>!`3f;GIMc1Q#9Kzg ztg9-Dq2rPionn(`&3pmkG*QA%X>2J7=)tY}x-J7WY=!metdlcxX}X}`Y6-i~7+G0u zJ|=f9Am3BU!#3R(cPBah9*uu!46~r~X7kyz2-+B5`D3{B18XJZ>ro9f)t*Lr|ykdg_Y)`A#ev|#=4PF-mB2Yf7aClP93V?(Ubexa!p;x1h>erLZ>h5a0A zpXD}d6_FHjlgEu4(h>xWeG=@=fT=-*iz^I+sRW?_*zgMDnh6s(+(f+sEVq>Tp8MZ7 zl=9}kjl3aufz2KLL3Y_SOG^wjD?-(~+)B()yof$eeD>$IG5(MJbP0^_Y$@!-S9Zo@ zA(xcHU7Azf?1QUuDZtl!iHw&B+4wLb`$32M|x$8&GD`H*I+}4tUSv=68vRsS-n6z z+a9T7jc0Po#!}7KBB=3BZ8?WbULq`r;GyQZj&)kWRyFDA}fyEdY3dYVs zkxzKR-P3Y^yeCKBs4Oy_P?uXNFgvZU9vO!yvcyl1+6j-JOhD}rE_#X$h2Y`<5*2Ck z2+Qbma?x79M=i$eB3glom)C)|-@-k{2D$8u(6@Kk3+J>Dj;4#cPuU@)5G^RL472{<9e}{%oH$ zw8XqlDgJhYB__G0==-DX2QQy?lrCvY|25=x3NLm13#5d8jZXkk|PimzqzewA#jBPA=j#ygTQ)UIev3Rzp#^Oz?YXjV!&cgtDge)wZ{fl_@LZ!-abEiYo^pHqd89mx(fhSiTu_*Q~32m}OA+{fgZSP}?@J9b|O%fAPl5w9M{ zzXEAFEya}C8j3<6f(1ZYVg|9$gBOPLAs~tZ`< zE%gGq7DDp`%2n7j?8f2=3FFFV-dA@lf<48zWf!-WO%PS}Z^z7h`B~QtH@5}!<$ihD z)bpE6ly&5@-{K=!_IOz8KFrDNJNA?AGySZwus3{=lAlTWv=MUWcWpwf&QT0tYn2vu>k$x`~g7TT!8?I}CV(S-qQ!U{G#HQNkM+m&5ziQno z%J^|A9z_bcznkuXtw!aKnH}57`e|HGE{q7`&%H9g0uOh%!2AT-&6rmR<~RU8$I0I8LPnVc{1jruu5ZK(lF+0yN1ES|I*6<8XTjxc({?^p9Py@$DQ3= z=<2|H$81Ei}2lceMTa0T?;4MQQ=#<`&w-!|gF3IeHe0cmRWO)P0AjI|$)B zK*9BL50buoUlO3@Zqh**I2rMnhc_X3Z}f9{HC9v`f@XwBh2#ZvZ<^B!df|cK)`)N! ztRj=DO<-^M?S%x6K{5uVyA2y0`x1G4NC{AZW{!O$*MH;wBw1T)T-!8bD5-#cd+BR{ zdrd__@SFKXu0!`D<2#mxX~ZWyozwNWqRk=?U3%9e?+=1{?qZswJYzG<@=&hO65_LD z2^`YPhlg->^Q2!^YHb`{j!#+)B{Y;=gt1JlhG~@ejL?;|)qiq6zAeZC_QQyAl99&b zUdm~bQid`&6g>CSh)e&KGK(cNZUn)b)ZQ%~!>0axkwomPs+$$6{=T^L(`1oK@5x(5 zt6n^Hwc1`R;z|PjJJ&N-{kG&9uQfG=rr0JWQt|bWo6;g^!r1J44H@5OdxqbFtljtw zXmaM7>8_k#mR=hPn!8%bRwZcZ=qo0Z-*&%%=X*C8n-@vGa1|)x)Y|7LY)aP~+?^I1 zTXp2v+x+W2$a9QeBPJlKYC^X$ zw;VB&MokQbyWtEzs{dSo@L^oWsL>)*{KW81=0v%A_~c#=xYHRz?J{d)b6YLqz;QY8Hc_*i|(NFGTDxbR2&0uw1#%<}VaZ?89(WZgC7 z_Ko7oE2~*gFpW1)^qmJ7D7rKi^{5Cak zrQkU@zk{RKay_$eCr)A4#b+$)T?F1*v7O33k?S`UOMXB|8_$CC5XUwIFY&C3xeGDx zbE3KIxoU9!;|x(~XPcn%Amq^!WlkwYfB!X_k0`!3_6Vni_$|}On;Tm#*`vK-c=+xS zodY-+bquSQUCgEX27q_kwx*y?_n*YuOMsvzYdoT`X4_=+15vQAS%8*$oPyXJskzY0 z86h3s25%|yPnSnnCh^4C%2CQvLVtJw`{alD-~qEu#cbc}EynNI+U)^_Umu?Vz6F@- z|NC23pvxPNeTy_2=lZzx+T%}&KBmAWP9oNn< zY!2@j&cAE_8j*m=i?rHHB-XcC=8MK{kt2Vy&eU7CbXDDsnuIDM607%Kf$IR4 zsjj&|ElG=EUDE{IHrPKzgIgoEQueAJ(!6Ld^11oo8#Pu%6^n4~FxXy1+g>}xg zgW93XCSOhH=S-*F%}U|j%EyYii(NvUcgFScRZ0G@kO}lHZ=iPA^$~%Nwk>=o(yFgkSx3b`Y0tRxM{)COGpGTk?;|rqhEGDe+~tPfyh{WAzi`1 z(9~N`j~oz3!*yT&L*T=&z}dBoa-U(;Q0xD&Vvsz zqVsr50-%!>UD-L4ik+$gAYJ)1R}GBuG(JHxkZ}bj+2A*ckmm7yTaiZpu{ZG{s=??;hZlK|xZg00`c4y9TMQ8brfuvXaHAuYI^d^NC7c z{G2#s4hEf$WUj+V2=|5}{8doBNp-J;W0 zTfe6*POZ?)HFv&^sf>$n-K*5>?uMqTZ|o(*%UI`|tmkpvZG_(tze?)UuNP@J%aBbH z@%hRYyZk6rSw+PS1NR)c}d&CKya7GXd zuy+{XJ{MEO>hE~4Elz)RQeJqJDC?-?Q1YfEeXNk(XSnXN)tz!z1T-@q%4nZ zHc80+kJ^$K6WPoL_Fhd1TOkm%W{!xFQf|WXMb7v!pGJEOtW4$5nS%Ax9P-KCU?T

        87=qik8{vC?+GI{p>#+2RsyIBVI({@k_C^d+m}#aLUGC~|Ol zsihL)Q*_78ydvl*$n&ZpB3MJ&!xEOHLGfjN8`$w&kh4~?cnQ9W>DB(CG$N2Wk#g{* z3`tm|Sktd6!8$qz;v@-^c*knsOkFv53Q=zaHyCzU17Q@~spySce~5`lm%K(6&Wk{! z-3l$|!0W-vZqJo=oj7r-iD3G#|1aQrJ#Z<9yn~s}+2T@Gjna~ob}0IOX#obY{9V9g zX{Tk$#WmL4y%P9bH5xBG=$8yZXP@ZK^;~=E9oVaHV-gQgWWFzNu6um}S}TJQNe~+_ z{P&GQqKI*RFOv@FAtn@Ntv^qCntq_HJXAM;dxr{#7V_4o{CWNg z|5m)s+P<5g3Cm>xX!Q6`gy)3)$3Nt+*ZpV$9xko6;)@03esXO)mCroViitpx5hl&b z(Vg!18{4o&?ot|Ze1oNK$cx1<%!3{?NqrIm9;E_hg~MS1RUOYL{-RJX?jReU8Ie-JWS=mw0V zf}erfXz=_eb0~#dAnVwq-`zh+iyh)%#v}jNEz8Hz83|3?M4@8pHAxT0FKZC!X4uA` zLHw_eNRA6R;ls<4eIw~WD~9b_P2{Q&T`Q|n+tN98Oz<%SdaVia+8rlXz_31zggAOwW$G^wjbHpN$edT0|4Pa)y+$HTl2$e4wxB=ooBY z9UHE@Q#cJ5x4Chj0BfPS=Cq)Lh7{ee32eY;Fe;l{RrU6P@w?=I?+yO-H-czz8S?SwuT7cO&usZCAv@uml@4O?@{3y%M-JkD59=ud zjJrPlO5-+tRJ%Urf;Tt3!+b1uaq$BHCq(kor%yNQrVR2|R#xJS|EUxD@4pJ40D;DY z;r;h8Z6~qcgKU)rKz|dZ;1tM>i9X+7ApcDi9SIQ6ee?zmO|E;h$tpry^n|y7Mup3v zc`ZS4;>se&M~0l=o_8TjrOE95XouTgiH~Q~u|c&3XN9n12aDy8g{Lw1)PpF*Ks*_}kBxO(KjLn{N9aNM~%Q94C0?8oBsxu2R>1n^s z3}4ciNUwU}^f$h`?@y-U|D2l_vsd0xJ>0-6TKXJX(ukK>aQ zEpS|#f#(*3CouhhEzV6KFao|efW<|y{*lhd#u{8o7b}wRwe?(Y8;A$G@_v&n zIVEKbXss!H`11opjvr181i$g>J9eV5eg--TpR_9tl+$dD8rIg<;-sLZD6Lx$*i^W= ze|FEvm1wm`cG;WEI*fT6eT1zOvx{Jp6O+GU#&|q^f9hSAS$^zj^^i%^@H)>WX#SY5 zqWk&%Wd%dw>1i2X?L5fidwiCSXtCW8u;l6CC;=|+>Q!rBeZgqx`HXVDHN4GhPsctl zMwf)rN9dGNIaIkZvu5r_UfukrVf+15_(0=Z%^a%~YAjHWsK1H4JuYWtB^d`SuWyP?=Y3 z%*_jNtDzlI%PoTNP-Zh>+vnBWBO-?#NW6}}JF2$mI)L1Y&GR{jkA(FMXcD^qz)j=9 zSHiEHMS8;{{@(jkQ335?vzY3E#Pv9%;7n}-M!$#1NXl@`Yw|ce;{&LLf`|of3|8xA}1kibN zKCgFoLVIkS|AN;9Npj~&Ux?h22_vv#MZel7tQDj z{d=j|iOei4%7uLa(`LDd%{&#)W5i!6aM5SQswxFG27`J)zWPA^0|ifv z)Ug>pyl<|4d@7{5bQYv*_kx96Yu6MyLAg+v*o2Bu-c%pM<5N2El0S5xiZAp1*Xw}A z>Ba#p(H@YS@*c#V8um!NuPUa{=$+!NZ&^#-Eg}x7DMk%;%uXjI8SKDRGCexeO_BEv+ z39tO?_LIpJL7d&<`YjdGte9NQA)-$Tr64~R!7P?35SRG&&fWD5mI;wBLxyPV4Lr2z zTGAn|8gzzwuMBogdRB2ZV&^rXcVuOEm2&<2-3oAmTz0490Wo|gLEU#+DEcq+RQ)2O zG~ti-iCxR*kLSiVVvys$TK@HYb<$5%<<8z(?>V+KDqb* zgxD%OlSCgOHhOaOSe?Hiwvrz8a_x$zZZ;B){~KakLq?=K&O~1!dXO3=6w3WU+N_o@ z^XvBN1W6MqfK1>++7s39|9*!52LjRYxNCWgo;fe`2&}P?04-ISsdpcuh5F#WC@3hr zcC)pO5T7v)0=5AxDdM=1JO*%9GY}sCn0B!VET?JydPXIZX5V_I4XZaMk;@YN@V-A_ z)p85pN(5=HUP~=WXKFNmsO@8veWdZ#_ExgZrlKiVOG%!3$d)y@smXd&jBMsRoxVMI zyavA-*XXY8?sR4L>~zmwbfz$e`-$g5ocKh$KBVbBtV*qdS3A>if_A-);%6X}{Qz3OppXewz5Yyx$0oB~Zu!A8T1z&r z3=sOj@M~(CsPkbuq!5Y}(rz}n_pzodt@^5gO94ogYz^*rTieu}t@MsohR$xL z^WDYPW-{BmdoK%oywJ!$N5CgWdkYN=Sd^vm2nNt`QDzJ1a1X0avws!JEogZV?(4u? z=|x#X^lB6&BYv)}h2OmF`K|gV?a-$nGz`)5U1ql8V(m&bDfUJj?s|?}--9=VYow;l z63tM4)czdZ)|7owx1?jT^r^)&qLA}OM|}uH5|YxQEb4vPSk1T0yZsUBXCqTwb>uky z3k`x_bbYHWmlljd$)^uDv`&GhN}jtULDC_VzoX zrs4U(_CQW5_+q2tdM71y?%GsYa${ccc6srk>2hb2Tz(p^zI6Da4>1ZT=!IZ>fTi%v z&g!m6TI{ze;eBsi)67WMB=sghffCemb{-iEOWD4*n8KLrr{-;|7`+G720f=Mk(|dI zF?~{3zQN9*rrd=P221aZ{0e4vc9)3^O78lAH>ABZxW0Wcy-Vm7k(NRM*evF6 z*evE*WIi~TpdPrav)i^~?wH0u-9|dbE>|Gwnr`zE211OO%xbILQKPtkW|MBMG{5g@ zPykbJu-H3E%G!t*_i!(QJ&|bvC9c;C6RPu(o`zalg@aUPoKcbD^|mu(YiHstw0{5e zQpME)_NoYV8tD{m&v$36bKz8&s5ey{(OLe%2!PqsJI=^DYaLLuXeU+!4cw1n?qGoq zP?eVZoVZ&v0GVvIKipL|iEI@lPB;PF`yXUpMsn`WA3Oj%rYgmbrS}@BMku0%Ovobv zIKQk@{aoN*_)l_E_u4RkC5a~|CkKn@txvVz^8vXV(Ev0j`&brCvh8muRY}0ox?K`N zsePy4?LCcr`Z!M4s7hYaA{?^j-TsGj$suDg5gO5CX9 zy3a_05|+(E#Mev*grsCvZL&<0#ld=)o6oZ#CS=+=IbS7j3!-a~gq2&Jo3V23gYNbn zqxkV`9tOV`y;xT9{=T3UmtNC>5f&AL^b>-|m@UOld8f?qI&)1`By()m40T@DP)F5^ z$f2Oj&R0ZT=#P4_6H-aj50HVDriP3`3~AfqH2mA)IG<+2h^k(YtilcZHm@<)WRi~B zujYX6xq8!Q`OslI%aH_S&F{ZFAo4Gd-#h2cQPDtz_9(j?fvyi8<4@6>-Ish$h%mgN z&lcJ8z|C8|qnnAb_Wh4EywM_Bk@^hj=|^d}ce95Sd(L^YMd5nvHEUH| z$`QoI$~v(IVtlGQI-H+#2*fm1B?<)wN1yZj&5U(|KFn; z&oD&PdUwx9hEH1+4822B5|a7WqUY@Q=?K#;is8QLOaq`JZa3Sg9jO_s0RF4-k^h?T zn=i_5-#@`0x)-s~ZD?`KnY-??+N5$_{djXf)nlmRz_|?3@M#8|j+6Y)W6n{yLB9aU zce@6z0WcN{b^xaUg@2OjB%Tyy?Nn#C@?Gc0myh(Ie3fOAaN7+i)xeX*SUge7?O?GY z4D6Pd#)p-|1iPSf5d_4KKTxEhY)D7bCJBPZm<3(>=*r3pl|H&8o59sFx~b- zJW&VXeyhh$OoUPFPMgmStHr4wSm@(El&JQIFN`N1zZ#f>QGB=&iy?^yr3N=K3 zX;TC3*9iY`3*rKHq82~@b%5ZU9uV11N%hFj{D%ompcw4&%@@p>hl=t@d(kpJtscZj z3MEPFkz!%z2q-a27QNe2wGLs{UNzw&V+-c)4^2+38Z={If6OQP;}1fO1A&#Jk{j9K z6%JJq&jTlY*g-+!?q@)PiXUfRmhi_i1Xrvy;~rKy3m`d&Q7H_}q}bX`dEgZz_=lwF z{(48N1{8$?si4GcRlwfSDnY}=vOS4kFk2oTF}EvVzP} zlopMTLr~b3f7!#-kr)Y#zau8HSJnHUhcVph&S; zMJ;`UU4Iln$cdX{Oo~b10Gc-1VG-74Oj$>1(Np(he0SAH=C^RYweGPj(&QoP2=;vi zuQ<8LnO^XnD1B(uk@Z{H2)Ws=-W>tnYN^+zeF778_P0U@e)_kPTcjNAaLuK+vErXP z_^Y$RP-?J{4@}rFFzpTf?)aV!@-VhlN`}u}2f0zFgcw;7oWbP9kU#xy9#wf8cmov8 znxcSGhpN$*DA4!W^|PvDP=!i4cae^1_pBe0KZDW%>$vMGMi$c=u z7(t#w@M}cs4R>~sXW%_y@1svQf4fLS-?2PD^%9W97hE^=Be6#qx1bdGBxOtrHNCjE zca;%nv8e7Jj?Oi-u=_SY-(~!k*kAOzohj21(Fee{cGuk}N^>X>vJv8{4zv6%5L^-9 zQ)0a}1l27`#Km;7|5SU*c?0jl&w4jtt%z8Rb(VHU|I}KpASKa1(ty%J%WH& z3S<9YxR#nzOocX=U`&9xQcK$*4AZd)2w;$)JPO@I<_4dxC90-he9jJ4;R2&~{-!}j zro$4l=Vi31P9T`$n&Gf2@lW^D(RWR53Thx|1RNfdPl(v1jU5St+~6GOy!o*nj#%f5 zz@tk1(h&$6=-%6xWSVu zYnGvso@vumP?c9(1UbIGtvDf~IlpnBcqJvs!NG%ifK91aUSNKM0pcU{4Scs$P0V(z zb(CW6Vl*YR{c_unnd6%>43_8|7N%vWQR;HKepaX%3aVfJqE>52U)m12tRE2y4%hCMvdr@UU{DxGq$)WnCzHPbfEm1m6k zgAs98YbR~`S+?Uw(}-8&CG>u}zS~-DVB12p?`9@)vtG7oFH4^(uF8lIGvx~umgw!+ z4B+Jx^n_5eT>ToAZJKvLU|B^&`Uc#c8}9@VW|p55rl1+sbw*14MQ3Gj6#h+Tp<=QN z{!M4qFdX9n7^MY(QGU$_`GXta;_aws#{k#)T|TP*PfvtuEx=1T?B9_N%Qn(&TR@Md zN^=0JqQ5-j0tt2`#Wq|`=*s-7^r7i`=MCr4=HoYR>YCu`hw~G4QP;;h@|!`mNPW@u zC%YZvEj*&+T^Oc25j)uEBJVNOXb^j;610O#kaZn&U~Fp|#UUMpS1ksZ1?iGO&%71& z2Dmz16rX>r%?EkSJ%U))wS=I0jWs(^wN_1?gX?k#ahV;;(Y?{}AP}_m({dTdS!5o1 z@fjhC0Ji|7G=aECf`p*^R5Wg1AnNJna_o&1Xfw#2S|QGmD#ruZB7UwG+NBDN1mdfE zV<;6%`V6`iZ>xv~Be4Ll7-1Yc5j~igVRMBVS2qnaj)*jaOPo+;85Vr}06e_5kb{B= z_l2b!eD%hWm#OFCzvbQ|S$K1H;H(t32)y|xlqyi{MC_4T&d*Fr$??4|E#*MHb2q{& zSFSD_vA(BZyQCpOM-hxbVY8`D$D2FrND?Keo?hCE*GYpV;P>lKU!$|>`kiDfrKQwo zY6mn$Q!k5wO~mIxJV#>e+SU?iSV~Mhc$ft5+$fBq=_inHft{$IUNG!Uo;TsnKjf6Z zv_y3z_vGx&OP5Da7B8>C?tMxv?4N0ol{-=Ek~QAxHF`nP{mMpEXG^~d$dTF!sV|vw z@@nf%{hN@g$@rU)V*eK*^?+sJN~v<@%BR_OrijRbnUF*VR>c=TkaOwZ-fqBebg&9a z7PIlL^SUe0DkmTQ9Ne>yhRvgWL-U&Xo1*ZD6nhLCQQy_cMzilm@6fhk!5$^M+O#~l zV^}D@U#c9C;J5t>riSTu={fav(_+?3itAYt&{o^y$@_{+)jVZYaNVX;9DT4b+KNo}CwM49vD!dZ*WOq5fFFO_dPL`heY z;*UN(T!o%#7~qh?zZu1s^C|ApD5|scp8Iqa&F9M@vk|}f0+K(v;*fVrlj;t~0L!zy z8QkU@b{D1B7=TwMmB|nIDq5Y@ag;{^)mcFim&n#z6yAI5a_h?pk$*8zgza1LVoWND ze9EN;1$+8jiqA8dl)4Y;aoJ^>2x}p3P_An9F<$L^FT%1HdYFes2chgZFOZG=b) z>Fy9hzor5xs7`kVherx3=aGU+uh`0sJ$cMz;TBLG)_eUIUBYl`0R@K$#iHE{osI9D zz&x-ne1AKpO@|yd2QFmA2%U+l-(`(8H1*_*R%#d+?8Ne^ei?RM1&$?7p=8UQ9>k}M zmdKVA3sX|5d&S`eI4wfTWgBNK`;}e#mGU#6%R7HNeB*`B6)Y%_+^+lE1#*Q8;7$(M zP>O31iGJ|ZPa+bAcINRkbKyny5$@jGe--x)=;5fn0<|MN0Aa(CK572ub~y{(RyaW) zMUSH@%ABMOst%*at3O#pstUmHlM}g|<_9=4Gg2?Vt1!Y=DlKvEx{SN;L82=QVLX_O z20KjszUM9e-l5e(Hg^~52AwX1AOEr1Pf1*lf{&JJ`ok1Szb2;Fp!H$n1VX zr#)v9m!N#J`kt!Rg>2f4pX$~sDGd|NRz8d{3E-Nvnm|TJ$Q+6JRbyQE;%|a5ZjM0K zRgU2+&m<@qgCEfr^AH3uwBIgV{hgZp$tyeU_6;z!e320YU;zhN#{X4)3IL{=E;{}R-bVYTzo7cq?UrOtX|S<6v@ zbe@=+j$K@MRF>NK>={kmz(3PV?buLz3Rk|mX#3L2^TclnKE5!${3jT{JJ=e#N)g8# zMCixPpY7=|FB2YpfeBpcR)DHSRWGG^e*NKVS0VUbWsOmNPVE?N=kEY?W$RoqXWio( zj)M3~i?clkPwEB3APu5HUM|5*-;KCw(t4EkCBduFS{^jm#is&x=Qc0yNa4cM+*Fr4 z6RMRXm>Zn)HvwI`6^2nH+<{_%yn5l9y7XQ}2)wZJD`$#@v+}Gjz4+}$(~+0YL+BVy zwr@psTPtucasj4UtUIz%eDzO)I%u`%^ECX#fN*ukP5#c~XPCprrC4^Hvww{481@~G z8ibc}`eoO!*QjdkKsg$1tD`=Khvgnir1Zx=@ z%9@jtL%$Rj+%%Y#py`%}$SwH#`MQ2fT(Ox)W}CY^Mv5oLw3{pVnTnhL#SK36KjSkUKX_j=jrJY3oOaK=9S3^AO4qvAda7uSOtME7<8nA43QL6^H$-NM87jqI1< zu8+&UqZkf1KH;7V1Jk|;37^RHUo7y?stTo@tjeS}8|Ocrn((6=zM(YVaMiK4 zz5ated;2r9v0Ss(nA>&NtJW~I=R=9NA(D87@&>|St9$;py68r>oj4;`E1JTMGp#r4 z%_%6sazD4AU(1J{BF$gXe(SST7&uIi7H>_FUhCm4Hy6X^c3wc2T2{#a+e$W`nEM8#}CVkK@pen zgPp+(&iLS-H7EQ{GwePoC`@AG0I&EG_PrCI$(Ol7K9P~-SO_Y@T}tKA2}Vh^X}sLM zzg6kHbLXGwQM`>>1>#3$EQRg7Zs9gRxjByV_oY-FZb1lt{(-|4!B;h=aKCEb6mc7lD}pDTK?x?{zR19cIxg)VgmF&+|$=F zKgVUl-f~2SwWxNeU}D&g{CgLTMPrWHQ1*8p;nMLM4(t)ko8`?N_+pFF!D>$KOUe~T zL^erc1NSfGOOG2V)iU<8`Es+u4NrNhFQMOtpHA${l-+EAxNe z`nW%@tBdI01sK|`npTmuD|cZ8*N%N_@jAbNXZE<01~qWwEwm4CMJaZ>EJ##QPy7vc zC)g7Cb^Wqwx*N$a>zZ`nBroHmZwyy8xsuC{AN_T+hrwT!L8aV|YU6!N>Sb%&!@_Te z3MO!Wpabh|UY$AE2I|mpI;nH#V;1)b4eOB8DC|>+%EEP!-43WlZfmb$sR)QgW$V}j zWQ1?0&P8$Kt9mHAqZul}6V%Nr%U_L`(E{&7w2V+@Rf+;c+5IHMvi}@myz9z)9?Ll` zzjPQ{RVM)^!(?=K^JsxJfidr1MdfsGst;*`xMo5ytQ;-yiH3E)z6%dxomy=5D*v!U zE!WaA`g41D<5p#vgKZ`&)?mdV(ssHnafiGw^x`d-&;0L^qeelP5OKCzF*Ok**e~Oi zoijmUITw&ZtG%4rJ5F1gV~-CMul6g+T>o@Y0(LRNq@mp`k#XrpaYO{IByRznDAj5x zg~K{78;xa;Kgi4#_(3^B9YB|aav6nm%FN>kI{tnFxbIc7<{qj%KLUkLFo%tS-<>P# ztNN6#)<;EQ1*BmZE2e@v29QllHM*$a`tZ5tbACZOLibARV`^i~iQ%^M_@{L3lKSyADLpR$zHuJmW_OYC|= zHM<^P)`i1(4^@xli=;^pW^*?(Td>`>Sqrr_%TECb)(ChS@G$`7!B>OAp$2ugSP=#J z3$;`hx{?-0(a9t&b-g*;!TymicQ$Tse}3&{JOAMIk>1drQHz?r82VxlUAtzx%%;>i zC}+CIGwI-s+-FMX(k^bFQfCL2$;k=z_kE}dRG~Ijviy5$^m|#5meH8uEMXm8{thBY z8W(Jhj1lwKzQ2D!JslOkyf60`)bhwG?N8w%-~pJ~>|?0&lSv@I;hhj*#6ySEkD`e| z2D^=tFjVJJ=GTrT8bnQ_;dVYxjGtXK1H*R0Qmkv(H41x(2@g@CA&{^4iEletNVVWT z>IGLxPIa$gv9HW=%jO@-5%?n}6kv3^`RjD);l4rbdDEFF{v9C5e9HyD^H?~JD7X*a z8SyI3F<5%AKXTBN&)Xa&+adpr^d-6BX%8PdJAnORtB?;wk-pS~Jj1~a1WmsfnSId) zxR*`=dv>1#xXH6g{GN?|bZy7QA9)+SUChmz? zif;ZlG*s_R!DAK%%oS~_L8V>z{E*f9i{v;%Aa88b`msf@1H)e>C%wb}9lVG2OB6H3 z0<4M@jwQv(9${nx&lLQi>DJnfGxVn_F1+?p;h^=tY8KVUe;la2DbJiDMN=j7sH$Jn z4B}ojDAJ#eQ>BjAr2-ZP+4=w2l@a^b3aQg0Cm0TSg^=FaG?Bodm_&{m&K-t^Po(X1 zY(xneT_zWogFV5~&Ltv2W{1{v3!+YZ{Xfwlm6As^2+)l6n0@m}UX#RmUBKwTl^c#A z9arTT6J8AXLmSju>?z&(gjYBgWfQiF0XdsP^#2s$*whvq(IDrG-X}IV(s8*Bqx^KYujdSEDgw zu-t}O_-8S@k?#MZ?5*RX{JJ(?L68z@kZzGyLXZY&l#&>_1S#npfssg$LD#^`+J`}=Py1A36hV{ujlj z=N{VUyC#u&8J;jz2QtR&3z(c7_Nz}03f}J*7!&{jm}S1A)lFmTF)yn@WU-yTesvHF zmL|$8(Vy|A7h^H^q9R}7;4sx*yqERCoY#`hnm!@ZXpSPx&3iTfBgju(N9C1zodTJZ zmb$7UDA zcoWc@XErBsj2E5JUE z*y~UmCLeXRjJi$iFxoL`v7u7dY-pm1t}Fg4j`K8*j;Z z?88OpO&H;lR^kd^KMh$+m%^T>8h@5}eI8IrK}@~BY^zu9y8SU@3^~%~dhuQ2{=063 zXH26Uc*epg1vT_;fD@=n08Kbt>KY>vf{U{dQgBXVZY#dEtkA?Ps7>h%6sL3 zvEY-gQ?ABE`!Fe!ulb)_rY5CLlJ364Ydm}+;zKQ~r*RHW)9Ul68?87ibV(*cC@ZzH zsF{rG!S;%K;)b~p#vbhvCm;zfo&mxilYCii9UPHOj2 zp1KE8OTOR$Xj?I+1r%#{ijKl)ovWQw#-(GxW%kVjQ{oz%!>8t%#5kO*rZsws|Mn=^ zf+x#`{*2w};#o^%Rc@7aMC#R3>tpdRN(+o^wuTaT1c8%ufA{+|hgHei{qg%O%?s3Q zoXnYjYU|a$Z*DyH{NPcFUhFh*r!2vxAq zdKpFL-0~u3!X$^(b>n8|=sa38VM1T&;4&mL^6h-K4JS97ndeFSs(wb$rsody{?l&Z zo^sd2gS7o$MEA2*)`UP}Oo!u0ZswpnmY7v@eu~NczE{F8vlB~=S2C7a-0==jziNbii6U&X)OcraQW__WO;oh+F}BNG@xJGn7R7jWj+WF~ z>Tc99kiZ61@mk~|qsPyWCc2H`5Te_~ht#`?KPP zh+TyFH?t5g;Yhh0BytcJv;-068`p$VFB7>v6aVG#K0M4ze+dl(>s(COQt_IRQn&tN zsPpv^NZ&oAJH-HM`S&O@VPkdSDiZ&M!4tER07DxL)hYJ#yS!=`v6H0k5$)gp9EMVx^bK1RA{6P>mFA|5NU-3+E*QY zGSPg{bhXO4F=-O6j&Ze!0}BYsN}04EPyMXp=vfEo1EVe$Fu*R>V_#}H38GPv$h>ib zry`s;wNGPWc?$x7l>U$XL`;HyFsf^lfXq!r@gKYr=CtUUl@T7Y&+rM6@(EM8OoQTF zK3B`f5Pklx2V-COqVkU(nwdN-_34SecP${$^_Vx2}-@LZqLGPgGGd zoSHrhhT%uxhyJ-3-|u*@%-qitgbdy1AtKU2Mh0z+tl?qR3vgc3k#J$a`PYSs*h{>K zl8eu+tdW15A%Afdu~Q+H1dJ^OL%9A97>h7RcxQ&>GflV3JkAf|lEr(H|3Ps6mv8^4 z9~VJ`&cGBvmHzSn$M^j6>wPCiyesQqMMA{gEh(P%qG>2*x~3^t@%%=w{P6PhyA>ys z#q;w~&&ib!I(#1c#?8*f!7r(68tWU8sxcxGm8~9oRATbknrvG2b}!V@A!}J zR}u+$W~7iL1Jm8<>{eqnRRIkgIp%hH{ze+aH)GpH2d~o)f>xdYkOQiy%57lGzX zxoD6x#UvK0Rc6Nf98Ur5_RgxFKG2>e0F$+ldZ(c4Zl;b+O~-2T5S9xNxQw8Z=%&$K zA+ojr9>lN5#6>|-@qt`>qW0jIoB0JKB+T#nO)U(@$NfLj74A_;`%YJ7fXNSw?khdY zoyY7MYZLidML{lTGhg2NJ+F9+BT(|5Z!;#=;^Vxws=QK>_KQC3sCe?9H7AZ!mDVEa z@n}qb&H~mH$AY`Y2U%-_Ewf+N>n6NbA3E=U>?n7uoZrjIZTc2Ncs=1PwGYjkYf9L( zf>VrqSj|5Q`xMPt=X+2D+`mET>S{WraFsLdw!MXL>c^*lGq@BfWymhC;97VFM<*6W z0T_HsEPkT*z55T-0^)%-RHA*jokREcF9>z(Dl^$lL4_xp3us^Sze?cp@9pbjo|0ta zJjOOf!XLl6zQow^d>s^agFdZ$S@kN=KBwIIHx7{!gI5FeI2}Z+4XMabN|BP1vgBP{ zKn2`>(+FQ~mmPtnP#V8s?Y-b%Og=|{G5P#@{zKN*Y1%+aKuPqPCmC3Bc>tsg-$5s{ zyYKqHJTrs%xaK0<8|+9sW>KF&26UvDpH`!XyDV4#|5#Rfi5@+rad&rjYQyGx90f)e zjxjpvH!Tt`K-!S%9wKe1*O6|0lNhF_hiGI=H7^M*-(+So%$noV2}Ku+%vB~gf{fL% zdp(wpa)G%zsWZA{|6hG64?Ig%AfTtNCP=fJS)y1sJTvGfVyYkxcIC&tu{QhdJ)eTejj?E!gabXGz>% zHr>L(j7K_oD7A$Tr`t#L^5?+l2^46A`QLY~PFghYJB`NFsc8?QMVa81h9x=hvBTEz zrtlUuCRijwMLDn4aoH#GwO;t%!%qKuz*13UI?BJ_DgRy=r>)Y04Kq&jn|NyGfyQNkmAPGxjS`vAxvBvy0%V{awx<7%fwyAj`N=71g3JKfj;hYll{B zKs5PeWkFCzeeFjoy^{tL51spcno32wFAR34q@;*qSzcVeGH+Opa1x!LNQr1#xPWy!i+zo2A%f6X1 z7}K^DF5yE>x;V7o_sc!oEMV`Qd1YW>m z&-lijMcu>c-L5kY*C~|!t z5Ta4t(c_XhYS-zYmpfH2EGb=opDXs2cgR$ZZ2JGGSqjh!SCKyb>NGVv?-vuWI^b~( zqD9gX+D;yzj()}!RsAL84t+EF6XbvY!A<%@AS9&(qb~-m_rt&qq6l)q)zs7&5aCC$ ze56l}QLst5Bq5>_`rH#w>?j%88Rb~z5I52T%EbKBe4Q#q+k3lG6c0Y}--4_Rcvl-Q zEl5%-DQV>m(_IsO87>Cl^Z|RZ}8@m7I5H5-M#0VgV2+ zy6Rom1cE@a}mB(sWRDNo4lV%{>n<~1f;2`UKKwlDp=ciY~w88&KKf_+!y`gPiymU>A&$^P(;|A=!=Y62s;2iI0jn9BnWI0-crDyx)#Q78pRc zG{i=>e`qe6QE*W0!`=Z;#t{e!KvCl?3_(0tNYWqv?FVmJ32;B-IaLs|YfJ9$?|A zo%iG_BFYy(U-FDK@3>8>3xsv*79u%SgZg+K$YnDTMg<8*^(*yDd$qFryq*_MW5#r% z0Xk7hXu-rqjTd{GEyMYgAk>j8m5!-w(X zqw7XW-ml0?l;xwOIm%gir+lVL-)=A3R=u)arO4Hja?tCrkGIB1xIT7V!9c-dH94># zjE~Ei2o^JWK~HH=_Q~>rz;t-e%dC9vOO<#2()D?HS$;=^!mx~A8l{F(RJ??Oa>lX& z8xfLP(f3sKOtFbLoEg(A$tU8Y1hR(qQ%_WnsT`|9psRTJ#f~uLnp=g3yWl9-n*JR9 z3r(rd9ad9t=3YuM)rC|*VbRVD{IDAj@kep?z`$Tp1~pCWRmo~Xi2m%p>Zq$TqNCg8 zvZ4+M3-M_dXftNC5B)go&O)YUVi|B1Tt@n?9FZY!Rgrj6Z#oGFO6z>7miN$(Jhe-ap(VKSl+t?s*)8 z_1h<4Rq_6qVAp@TWB>NKDRktM1k`sZX?B~B0#qUVovrI%UwragWv*Ypr?LT-WnwHQ zY0p#;k7v}ASy&i`FoYKe_$8l04Bdd2qo?{qsndpPRPYeNqnEg2`36n;+tzW;WO~7^SYL&61oj8z>LAGT%?}gjR-16=u>2FRG=* zKQk*F)5Vtvv)aX6Y#fX~8k-@I{|W7d#tDV5n8dWnh2+7lTiLS0MKVExONt}t)=A!DXfrr&7TSJkdPmxV&ATSt(``pZ>M7wNwo8lE6WhTI`2 z0cUdIo3rIsy#STfkdXV(or;Ne<7aGf9>63^N6Ns;mhz&wjXZb*w;CIX^iHro#9SY+ zpaNh(&E1Y?V8`^3lJXU2<5{}CqLL6%L|sS8=La=leu?@VbEmn1VCGA;PN{(U=z$UN zr_=3$VbpMcDKT+Sh|i5Y9VxM!xJI;(m*LP6n8e^id);CI)sxz70jVSh6;6mS!uO?% z!{`p!{oCwxn=yxxUT}S%tA*v0#k$=lec^Gze8a?452ylTKA!vPfoURj?Q=2+gMeIgA?+r~}qZ@xz~d%~S=WlwfrxJVw~q(N_8 zCjhaUO|p$EM#XMED%}AVZED9e9(;M$$JxY|!biZQn2Eqpejam}OuZpH7WWCwYubeny#G9!=V7Bv_cX)m6nkohnlGG1&`q&u(7SI z^tz{eAlH;l@#!t{`AiU`rqSiN%dJHhzZ77hi#Bt>7tPn@-F*E#FaIRujQ+>=jmcY& z-V1xMuF8n?zospYLUjjqx&_dUpeW?fgf5;tpA{eeWaENdsdmiI-)O7BwJO1JSG^rn z61e%@ALW;#rUSoi<|UEiI&=*XufWr<$#ag@6*qYg)(GP#%b97^pg-TC-6Dxwa@ST? z>5#;m{O7{}k~B>eo*|tEie3W|tH%12vA2RY6EizIQQ_W#yga5$^NZpylq-*!Cv)qq zCO8%yEJt%x1n?BT=?ELE0PVLFjcdyoCY#Om&1usF`#bOL)$nEsRb5?*gqkWl1BL_v z=R9-FH&ijc70fkv&`DlHCcSyt>x{F#?hsRaZT2^1XHQ|_hPkopRcCQ=4lJwA~(b;KV!aGO(?`tAG2mp$TCD6hNsC&tMl~y(&prRDy|* z^7bOmm;_3)%9oRsVe?1N(_%D1*Aa@DF1e z%%A&AZtmj~qr{bbzzE=V34oO9!)0KXRuz;cjlgoN48f9~7cae^)h>{fc{G(59TO2J zS7TC?c5xw~eK_7QYPG#85j)B6xCDKCTs}pdkMrW{8ppgs_(#`&EO$UDBvwt=ESYcD z!1V}S|z|dI09$zEu?$v5JvBRxmfv_Y=gW&Ox`> z7okcV#&Ud)rFvt_V2EV_LfBhti7y`TJ+*uOxWJ8cD|%d{SosK8dB;9yep*ECE6f?k zaUcV`oS_k0)G9#D211Vcs3!8QJr77t&EMqjleyb#hZj1D5A5=Mb!4h_IM<}QDIH|7Vgv{M!RRamIop*y--q4YMJzBBZOpPpQZDH|A&!P90aeAQ3*rGuvpYvRc>O!1X!3{7Dz&i`=w|Jzy0C-j4-nS3$t@`WDmhf6r{g(|U`x70R+xMF|j zDCl?XfrS=dR9ehknM_$O!hF-3;E?D-tl5!*q&7xcm*KWNVi#d*L6?_IvOOJS+v%q= z3&g8og1cz|+OAWMbnsB5*v7vDs08BH$G{kG1ppbSNK`(2(Nig)#;Raj^c7Q4=VhO( zQ}Q5wnIdViZ|?+^7AW8pn0wi?NXfk(W~5m488%%UI8JqF)03fviibO-43GT6GmvG! z^B#}**0L8fr?B0khJ|J7T*orU5kGC)iK#Yuggwvl=f~O$Gbu8w{EZ>*eh*W#`8D0CXq$p^ zMCR2urS-wJ%@>7CU>(C3EHuIMY#=jsu@eR}fcgmtf1V)m{8{6eJ(soE_6h4CnaT(~ zCk$5CoW=Cv ziOQWcQ#2enA1)Fj*%pg`9E}n0vuDa3DUY@cpYB`G72v&L|1zw+ly6Ys7LsvJ&%CLo zd(A9CygB+jHaq_Z>9jq=r*VgIz#3T}*RkczTX=c}?4^V0Qo%ys&{$gLFPlikn{#v? z@7dBzhYWuCs51)?A=kS1wofMd<>^ws;BrR=jjctFV#%;xz(wXmk99EMB2D?D8_eOc zH@&4A`}bpRBF{WDTV5}bDa!O~MMp*X1zSMGxd{-p)TzyQrB+f>-M#l-R>wEXduON4 zqI_-5Iuy@7xZ!VX4!*99bpwla7WPU4j|Kj$)5t5jOGKCJjB^ZMRcEoB3=^L?phvXf zwzyDQUK$7Qo))XBWG!hN@jjiD?RfORE#LoMD0z#~4|6~`o1DphX{2AGTzFqWu+M>VX`Hj1- zt%@4P^A(lwN|X4mgk!O#uY6FkoYJW;jLId6Lr#43-p2h>C5U>sWoeYFX~`nY)hT!3 zW_wBn6@`U&PmncP_F+91nYHN1Jy^dN&(Zmff3|m2gRr_Cp29QEr>yppr^8t(JMsG0 zDcPyO_k8`1EJ3~TF?F6AdF#h6+S9?W%uA6UZ#iW0>z#KW8dBTaMqr&bPO-4D9mRIM zt&P3(6+MNeVw#g))ii148vIJ&wIaUW)NG2%Ml|vf7_q$6z7MlEODW-R;Y0p=5wtHP zE9L@v8&hOdIYB>2WZv|eUz-#sZ-CR}n#Bly?OZfMl5(?2ojc%K=T^H+-tEY`{C$$j z>&wG=Q0Q?<*ZHY;HOU7elAv`m!yIK?GnzZZtYpN&j2<9AJ);POp9WEVEvhFfO>gbjxnf z90?W}I6&ovM(iIl_)8CZ2Mu$|e`Fmzw{bm`+ z62RL5@Dt*3nm0Q9VN}A2-;`2qLWbKkeot_JqWRFl3n_1w;VAY?(`rim961tgINPho zu|5=f;cC}e#LhMxUH6D-$Yfbs#oCF-v({CVy?gp=c17o%8QfMtD`f$<{8;4Br*snv zx`LB4o2FVXhwx~pQ7_q3v*Y%1rOZjiox~1$I@8b5PAmkk9m^z(jbS6lQ5O6HwfyW? zv=sAwHDW<_IVc)uh1E-#3aN+^!L}lQhWe`JR!4ns_xii#HOu+c#@7%nt#6Sm+Rk z(b)dpz}{@opOWBC{tWDj^0u@Y{YZwM#IkA* zYrRdD%8(9C2Z0KDY{UzULMvc4H+c9HTNk>Kg2%xQApaB&TYb^&5j>Sj`}5k~+J_M6gqb#vkHQUqE-Zo0wp^{2nT+ zadjtd_0`335sbYx^2XWbl*8$`*-K6TwE`LsNz&6qtU8gMF9D)xeZA|!FJ5V&nVs&u z*w22FkXggt-leBM-{^Z|JCAf~-nZ7kq$?#X(@%IV?&8D1kUg?evlnbXOt(n$sk5XuCS9J7d9%HC#)qWmpo07|Au#T{IzoP+SlvGJsvtg-k-pYYHtcu+ee^%Odc%-alX1dd|&mat%#4pdP)uJYO-dH zkby9^37sH_nurm+rKKghqmzL#>aF1^iKAzYH|km6^I{d(i0heDq|PI;Pp7v>Pmd`? zl54R=;suv2f+9-@(P7KZ=V4OCVPaoe}5 z4?Foe=K}w^oO!TRrT1O5ApZhDsZ-WZiRPhoRqNw0@;)vvVxo|;!nG{tP41{(%uvpKR+zk@UA((~c@CR#~U^sGm%7 zWiJ=P`SE$LDEF7>Nsv@hLxQ;>62G%4;iguYRVu4Pucr30yp5x|P%y9-dwmMj^on~d zdG!y8JW9QLaZ(2JZKN<%)wOMy#9Q-<^0E?5OuzSz1EqO_**OcXu)kP0av)rT-j-5t zss5A{i?C=$F$WEQo>nWOSl)%=Yfwhk59?QLR_%B#1q%!nk_Ho>%`U}SlhC>~Pk00v& zQ`@VUN;XdoGb@+-aUw2j@a3*>5`mj#>Ra<~tTO*;8u{mQgX6dX!|2ZnoN5G0IaWU+ zD&^KK!aOAtp9 z^t$5T0TnHzi;LmQy^@8=A_GyQRSc}1$p&iKlGnH355gg93eFeh@1`ro^4gr;#nMb9 zgq#C{vl&8lo$K?0PU1D)x;G4ty8EcJk8EBX$@eNe7~8bR} z^*tN-qm09Ca%z@BQcUeCo<@i7bzhpXm?r-W7i(v^@CeSKl`czEHyBOIU)68O(X4Ac z?&_P3KD#1BZfU&DNU*DII^Wy_#t=?6nx*FgR^x2q3?CFEgbc*=Pae6X$jpKE;ZM&- z@~vY0%EPNt)uLn}m*4j*Z(KHUviEJ*1W@Yk=Rfe?b^vk<^sO|rou8Dqjb3|Z?{eEw zp zRDTO6RzyGc2}A2EM)au3ZO7%%uVuTI%HF}O1ZpuBBk{*!q)(Ouz;crgdF2iO98F7XuP zB8f`sS%n-Ix?D*Dfqm-*HRRR~MG#Fb3S3rAIpIguJeno8S$#FL1l)9Sv$fR}^b1%> zu5^AyS4ls>`?#UC1KRPy=W9tX04Ib>4omB1>>*XwPJh?g4MDZlTQpc*f#}(SFOSPM zMCGc7DfMXjd$ykN8!(oB3&saL=7TgB2=Ny=ACxJwN91?pUzTQXJDD`zCOD4kwwCBW zbS=_&X>g~>1X?`N4N!`sL9=N?9@F?M#~^Wj3?ce*f5=-m{iG{(TU-(En1fc~a_Co9 zygtioUa30tR569L08Q`l;H|%RKfx;iBiyUjY~H}xbBI-I8snug39Rmx6X=I%YO%KJ z4M6C!f{R``rOk!VW&T@|Aod5utp8aRfM}Cp(SSA?@tp>CUM+w%+!`-~(>i{F$WA6n)A>r;;_ zjb3ck`lRNe^)CNQ4itC`xH#-SVosLGyh-_%k(D(=m7khHC6iNMp9JVf z6H9&A6J^H~Ui4XH*IzEBiPyf$ti2XZ{`CX>z!eG+c*0G@Z-FYJDh~KiW^RDd<%hhJoxa*pyX@Jiqew>_~)g zqVS7;Wntdu-YI@O)!Y~@*9Y-UnXRo7TywUu zEQ|diACQsXS%_rZQ3y6|0IqT{4G102*BUVvD9`%nepQtPr~K*Jab*aG*FIO}fU-`! z)sH~>9<1~r4BCl&w)(*vE!b5;$Y89IF*>S7BGq_vVHNKvV)Xw$4FCM+D*gmoRojc> zc?#FtZ$&fO+a(bbtFQxAUiM4R^tyL!C_%1^6iNUBhg;M z#i_wT!7i&?lKHzmay;1v24s_8g|j-k0zI6uv7M^xee?&W#o<`tH8HOy4w5Ds$dgAZ zuuK^lH_vfmVn_OP4$U*94@&7|Ts&T&@p;Hs#HL^vX?YH0&JmbJ(~I~kQcWvt&0QzQ z=K03SNTr6=nB?qb!kKG)qZ!my90FVlAYw9AMb_U8RBp($%esG7ahr)qK7G1bb()v1 z2V{`pWLs8=W1RHqyjxm<33r)Uo_TMwDk-nFP`^d;QO+{hT!n)3&$;;L$}mUQ1jFjE!168B7eL|>ae1;M@@0DrPLd45v6iX= z`azqq+O4*Z6ij>Rw`vsi49H1&%jHK8eY;^K!7V zW&ljVHer0>1zXPiSc9(&v;E#i|*HU^l#T&|>xHwJwH4 zBqgyqU5%vPFkDcu`IkHi?|9A($qZ(QWXLaiK$T978KzPoT{@NBP#!a^FfAwe%`uK2 z6$xJ1=#5WVGAhjLzf1i*ME_@PvdB!Crdjp|S&5aI4KQrz87S>f^>rkbt3luN%U-N~ zV?Ua|Mmu&=@;*qvMnR5Bc!MJnfAOk5XenBNhfzj~&;JF5>KGGzUdyTT=+Z9^o9tTz zVQ7T&#nGk3GLzDX5rJk1esJeUC>^MbsyrL(teX1|xvG}F;Ugx*?e^u^n(|jq< zBtM4!GNMyD`{qIDXMd%ijkXfI7s~3eb!;x;OqI4K)K6i9UkkjnJgF+wJ*Kpq+=V_H z>>GZ63z+}Rw6rbtDpimbQ`*|iJUGhzy{22Q;5MV<)7HcD1zi^S8NBi)*x*V6w|E8i zFeW@GNVVY6(t%C~_i&fvV~+a)=|J+zW7vELkyf<<{QuZeWq4zqAl#vSZxc|%eIQ$M z=RlN)FZ%@dTm*%DN;;hC)q_vIl{T}Rx#o~|*vkpRU6rwX%IeX{KmAN4vIk2=Hj%1=H=Zx8Fd z_jVgeLmJKY6s&dsZ4nm$`POS5Y0pf`^JZ#?j&!23GOs;0Vl~$=Vrgfc`^+QT)OU$~ z+TvK^t$}nuG=!@bCu`)}O=nC15yP=m1+#ExFukn$@tCOyhL)V3Oz;(NVsP6(t28B! zv+`g$M@ue$o{`@q-r%w#&YniXuQ!3}S_%OL2ks6M1zJeH%@!9zwW;^*@2brJZvX+q zbIfhu+edVdFny0yR8+p&vIHjSqiBxUQ4N5+Q`DW=I!#DBCI@Dt6>K9betiIT!|naM z)tK5FG=zd%v$C=f&fDPMK*&y$f?6C!vh#;S?FtRs+tw^BEchC5!c6g(`mxkcz=M!3lEh#K-b zJu!))4`m_2vv*UHtQz?=M=-D>{!wU_z6n%_9V98F0*A64{CTiR?sGXEnmOV}D*U2J zGHgNNx0x&!Z+bA7*rNDq0d3#;UBlS2t#i1BOMQ z`yq-w8m<%)ZD zJas#QKXub_m}u3?ntKY#wgRl)uK}-z&^RzmC>2>5q5viw-j|eF@fm{VOy%~B^5=!= zV>Oa@JkLf|vVLh4f3qWh&UK+|U3n-~nSg93_s~%uCf6#_*g1t6DJ;+_UXuG$&Gn#I zYd@_$cbys?)wpc>^~-c$G8W6+lK{sV@~u$$(Cp4=#bINoOUa;}i2NGs{BIW$6Z4TJ zFAt&}*gIYjPXE51JmFbspyqMZvVf z&?DS|r{$MGG>9^)9y)eoyogb#>9RdZORT5zpm4>b2JfSwUbU^P7Km`zF>e7_EVB^b`gJi$}5UB`t=ly|G8_1WLI1 zl8D4iuH25WccwziT1Z!bdTJYV4En$wFwJF{*&7rQ>B!r!q4v8*2FnDsqhn+4N$~EA zg$Hu|vTR-+$3?oi z`aGwebELUlZ2Nxe`{vD?^*z2f&tsly({si7DoAW_C`J`4KiH#RIKcZ-zc5EK-gQM3 zf_6mSPFqj^+-V(`Qq*h4sse!y|NR5qu~978^7`}JyGr$r$oAMKgOBsh$osUheLqy# z&Wk*y{xrtbZ%?mc=>L5rX*^$4qf@kZ(N+ERYx+*&Zhf~Rw4Y5dSa3MsS9I7v6%~II zTH}5Eql@xk*DjZ>mvz=8Bf>jWTi5|?n{lZT|U3oXg0#3qQXBL1q_?n8XJbR>|U z&VWc5iFw#<1Aj8`)$tRPkZfTMLaf^rjF_Vzy(*PzZ&gSI?8H9Hc08L$VAE&TH|zBS z@qba}JpLVsOYtcW4#)81=>^tvNxfR9uN}c8BZmW`wl6WE)gWrb&;NP-W3*p`E%Am% zQc;VBDvJn$p*q9D#&x;XZ=f}mqStaK*~!{4U=k>xqqP|-^niL^DkfM%Lx%KS6qv{K zH_xM9kwq%W4>NNm3TZwcH}}gj9eAn9j6YhRcku>CKxX~53RH4}wZc(!lWUMPyjz)| zM82}VXlsdeL3W3wbX2{X1DD~=$wV-n(&In~%f*)b6#AQ&BB4ve_x;AHlu)=wkCQ)OTz`4@pdbGF}`J zh0xc^K%4|f>uU!urSuR18Qqtlc+t@)px$R|D^uwOQu?WU{e*80Y8!uAExPwK)zt$# z1ld;PS{$hk{nX(aJ&)~C+#e3~0V_(p8{4?g8wa4;t^q^7oc_1lA!zG=(0{9mtrDoZ zPY^a66gY!w$RQdV=Dh=G#kcd2_P))hpU>c7O0o07+o_w^NUO!o_w7@|gJs*|d(UK^ z5?!mqI9rki`Z(bFoH1nrUT?_rz>L0N?pA$YbBr7X-`WX-$wFcI9MOV33;(zb#F%;< zcV(flt7U4b8Q`Nqzm3ciI_&4>dK^ZxX(+NFmmi{Z#rf%K;Pxs!+fq{KMpMG;7;b>~ z>?P^y-}S15+`l3h?apABdWdPdXIs=LHu(?3S@d?oQ<0_TA(u%*-w{ahFKjxM{fwdq zJ>Qi}Z8lt#Q(!>ywUu-&9Pver#hGf-c*##Sbm&?+s$_g%P@sk0|hmM!B#JY|lPoK~K z9wUj}53lJ2G2`v;S!c+9&&y)&+E!~!Le@F*mRlNxQbD)qUzr^WNI`2!YH$oy1(Wll zSUEs1!mZ>JNjBuMCy3}kRq2^b1{gj0?FAGJbk5)sUlPv6Vs21}r8?2FvFp{U!HhnU zJi*;Q=}^>SmY(37T*YYF zoQ;#6v;O$Ivk80hsI1DdIxpb_N1!UyDRZ(MB{X1FJAs}#<@fWNs)$W__~V+lGU7|U ziToeJJj%y;%UTmQ_w@dSd^S%cTsgb<@P{6n5Q$MT@&Jd>n&J7KU@J&{gpU-j5TAHd zhcPvqf?*``IPPzus9<|8(J(i&<>wWimoBZmEfTcEXMjz#D)E~uu7s>|#DML?qA#kr zkj#)RZiRSWYkJ90M-M`{{EK*)BiyRPQ^RhZdnj*Etsgir8GEzcZE2X3 zZIze-1G^8t#r1)=dvooZXYKXK04Lr9kt7|%z;j3_~IjD6r}Aw2vH($yAu=ui$H z_rEe+#n6bg!-O>q&$A3W(yMa`d``pC?EG;7 z+I#zhUxreZp`@E17PY6MeDB@D>0&s5i9>P=b8CjL?-Y^;)T*lO$FH_72CShx!_da- zR|p-@Wi@?66~e1)&_9px+aZQPrcoOzrdNHKzsUhr^VadVP8+1{k}aZSCJ^G%>1+Kd z{9itMA!0gWf9x2s)Ziq&m@<&VrEl19GG%3KPeLpta`pQ~Lz z7iE^+A|NEl03rN+O#A&>^kO|@2^E)3YH^iGA4;l+@>qjObWC>c z7^GlLSKv>s_%u5J66!oA!7Bsh=&)RYZ!TSv$!(x8GTzTxhh%Sc*p18AnKUkB+YG$Hm_fhEj`bLNck5}Xnr)VOyISk)&48up%7CKe|6X%LO9%35HOS; z_4K=N$YmL&3h)Gp?9Dj0B2(rYw*ckv3LV7~6+$K*fWk`b#z9Il8&L#~VV&vFNeCw~ z7ovNy@8NHH2clj~4+P{nI8$+PFKz1grCTXpV6w4`>ASDSn#HjX;lQL!MNHlbbw9;K z4j4Md{>A$+-gVYF{&Q9JX&XXN9B)k@wZ>hFqY?Hn6&yNEJuVL4i^B?Ls3Vj()adGg zhL}PqsP_!$+K*51gU;(Wk4pu;gph4yi@8PqJagn~!IOqMWCH-GObdzflVWs@B=@_y zoWHGQ8baujmww+qd}FAT&Ly%BBe#iKEFC4l1IerbOv7lKckH`mKkjGhRJSib$L6Z3 zy8>N6!b8>!RlzQ-RaS9Vuc|mEc4Zwq?r&Avj%~@DXPFS}T@~f@H zm)eIUmPSUd<%j0>Ge4|HpQqv_*%EAyAG?0|gA}*(^h^E*G%BJ)c_q8q^SXm> zm8ow#b4QGtM?G1)xy)(>J8_=S2KXhffvJuTG`~%5Dz`vD4#OfLM(_ml9g`Dff%}&J zChv*E&@2$_8Y}S|;t?%V+zrM4F>j}O^2E|QC!_c7Jf5spL=I%a9{&OKGUJ76<%qoD z{>39!@6L-&C4M=0C%+#fhC*lRXg7rNo^wX~kDYe}C2#av_(2;jJ8rM0I1eFlc1Kgd z`y+AIU5}Q814Tx|Palc{(nGS#5Pwl-J0_pX-_}Q67k;AGsCYe(A#W0ZPGWM^CL}(N zqJM_yEA>rKuZMI6J4FA(2kQ{8W^K}6IJnh@?Gk+XFFwmXDI}Q+JUR~{)ks;A@NVio zJ6b#S5z(#@rJ*Lir7e~~R$!l#G`+fnH}MHa5QAH~_xRxL)!8QN@Xo01>5Z*a>Ucyp zd+1wSh)wn4y%HqL;Y>L|%`*s8;D;WWi&wYo-2zlzrKgs9CsX%B8e`H~7Eb+oNCabM zorJpq_%%~sI!F0ovfln|TfNP_^uYQuOyl6i$WB1_VDB*vjZ{r^?h~0i8wBnvm#C3i ziwd<*+l3$aJSXUEzP+Bm#b8Ye2!3Ai6vIdmnN>CC#mR^c<*)$jGwkL~1Xx_?4_KUR ze_tbBD>3p?nFoatZaZUY=(*Jh%hEj%rOC#*OJvpRiwY)2k&~~c1grZ zQL=@D#gEWjbDkScQ9tTmO%HQ=|28k*UpAsBQGc)`@)V*aumD}33tq205bc#qzH%O;+N>4f@1?g^(?(Pujo^%Na(jg6k zgmg)RG`wTF*4k@7&))mp@Avcjt>Vp`;~ryN*L9x9>1f4Qt}%1D%GN*93t8c)`cd;- zXUi{h-dtou-eJvd!!RI)46F7;!_z%1w+A$zp}muddAISDMfgLWiz8cTNSN)3#!N_( zhR@_>lvowGmMM@SiY%zo+qU^m-og1*4@v@x6-VV|%p*?AcAf&!aBlf$&aKx*6Rq18 z+eWViJH$vSUXC^n=qe!P_{z;72?!93&abpz zDF3$0l$o{%A4A0JghZCuECBft5QYQU|2+2qzda#T=cvwIPj#Jb&)73V#)2n#}n{>@!`>c3)ssAh3nyk5UkMTTp^p3uOGCztrdqiOEqyohF+tyR9ER5L4 zt_eHF&e!-?s|=-@ZSz-coJ5*hnp%Xz-zXj=bwZgbLLfH72)+R{-lE1HA9rB@IB%wV zo~t*AR+t9-nwrW-M!w4V19y`P4rriYpKo@?Q~S)PvG7v!L#!**d`O1^L#DOfMxovg z)ebl(4CL=0ftz~6Xk&^bCNzB5o6fOmqrDozGmy^m*(jc6Y1}UUu}qjO3@e@@Y1pKZ zTEWG8I>16;o;KiNV37DcIO37XX=<0Rc8EJuw?9=S@2&6)hkcY@PnT)4YtI=1v`mLJ z;9&lznd?7>FCS`QGJmATDjP&cP?m+@dAM-fU7y=lR%0;Tt0cr_!pPh5bdYLQVRt{I zURfQ$;zj=qj`I=R=8SM#=q%_w*X$WIV2y{UUZ;xivAkN9NsDASDx16s$JV zd2+#uiHi!&LEoc;%GB3N{RiE5X~`E}lM$jX=~mF&Is>dS{`L7-(dtK<2BLCeER=c1 zioZTr(=d_-$m8zjJlIKxN0%@x-n5l7J{AkG@%@;sMvi5kskkzGMi$-or#74hXv3wL zVcPJ>4lz^jlVGb2hX*B^60dYTtH~m2(( z-u{*~78y28;n*!Z;jdW%%*{6(T4n*NGQqaDKK2dwTUR1^{dchVR)iP25vOutLAKwm z-o38h_IPNlBFc!_zU)I4mSTr$P|69kqFQKUBE2Fe(S^v0E$~fbYZ*tn75zO)0-GJMA z!e(^xPbqqRqSe)8)a;`IRmy0n(A@dfP0;D3602JZj2uC#ZDIsB@p+X!- zO|naY%zN?ZTFnslc&@9G*$jM%V+osyqJ~RlfBK0cd!<@apJuMuR~FnBvo+=pAUw3G z#K7(LPmQ|lI2^$i*z>|a7)=Z}_#p4FtA!AB^OOckgyUzM1`ryseJr29?MJ|Bxz9kN z6Q0a~EpT%(?mrAQ_+kb|uMXV=rom$KCFM>1ROaTF#l z24qbdQ!1ckFPnWID4Eto&x`)O}966?nKBw$TW(d9}?^DigQ`|&Q z+YN7&=~f6u5Gx$JPF}upz2j^aSb9E<+ru{JBL#;IR56eJH|X|ofJiw-FG<$XqeBxD zi3h4b)9h@`BIx@(_m;H&%m4ZX%I|B z^nmH~RJ+cViQ%6O=WY(5bm>wxtIFE6-5a&(i=fwm?F zLW!mc+%lq5-0~W|)Atl)U6Q{=^sAAttB-sm<9Jcl_LMaQB~8T*kfF*Eg|e`>)^W-wV;^--D%`R5V4RL4 z;W@zy1<|K^ceIwQHi=b>t%{|jo0!<~=0_aAZqG?~uMS(HOH`8E0$J@PxE&$K&sA|b zF($@%PO%Qf+y~3v`D+7Xx&=&U&##`V@_hbBEcwg4IIfB^YMYQGs*w5a*Rph#}A2urO@Z`p41^TPY$qKJL z^$4+Ubv;j2!KC}mH(hL~_Q*K{%cQRYgWn4OI-qb_Sb4v(f~CMGY~$!Brh9hbt9qjf z4(^s!$Ag!G?f3{7D3@R|`Ac0j==G4PU!Hg2K~lrz(<~=%rYf%l^4X5_KolB|yar(OmKa9cUKyTfx`+lO6-Cif^`zse;&x?>DPzPY0S;MAtJZ!hihIQ$fDVB{l zL7J=CWlSr*-AXhe4|hWJ47l{x{2b?Pe^qGUp)(vSHkQ7 zl4~iJO4OLTjjMVLoJ8=P06HEL8aeIgV04nbi610c!r!VD#re=MZj9z-cFVaaZ+b4p z8@Gl)g+1HY$XT?l1=+6TUm@7vi*%}8L~|e8$66X2zO_n3Qu}Fr+0x7Yj7W!Pv*55L z9mUK|6bTN>>Hy?$kV_BH&GoV{T60|;KK@$l7YhO8M!e<*auL^`K3M_)Hd1{3bwj}$ zh~P`=(KwsFNugZ;>&b}=y#8sw&Z-~pa^<<9y2=Jyw^M0&kn@781h%iEA0TNEgoPad zO;9J9W3@kX2vWgCIFaOEwbaL1?+f18y`rK160l{T)E~JccX{Zpxn1yjc?@m*Q9~hk zSF>Q2a#_Z=d%yI6TVpL{h&0vCs$X>a+Ab`;H$B`aOoomtq}oF@HzmCKq7az$MnIhI zPt5waleD&bw+LjI+H=CCkfTT4=eE;*)7{qWA;C~+hxc=Dh93;unl-546hYH zf4t2A=wX?%$s=TQ;YoC9dF$od!;T$a#OEZR4%!EV;)CK76URWFh1jT!y=QN$w%MDli9@HgX@y<@BF~|1(scd)hr932pZRBxT!HsPaTtS5 z%nK04k^8pTUH7iYv^CrSrf5wZ1GOuuSm4V0GT99^OMd=gmJCr7T7LH>kF=C?tP?7r zXJXSf*I*RH6k@U>hBOr7Z{(1_%qGfvlAK*x7Q9^|UC4JQ(;{o!ZX&(S?vGjh@U2=} zRn65a{w{L~NmYZ)OeU54V0S*HU3Bq@ZO&7c{q&wkfml8Pfl@_XQO7$( zd46=AcU#%rB$k{b=B`xH)6{IpRSxt)lfID;5ad}VM(x4q7Ob;^n#U2sFo&~iY~MX$-)?7 z_CA50-s$Ez>&`*(W=w`DPlmD4Uw`+${XISzN*4TSQO43n>?)U!JXtJi7LI&A%t5#F z059dI^3W4B;}b`*M>)p{}a}ygEci$hk-=cY5z{`(E6pMhp7HIN-!0A1J!#U zGrv1abiOn%02>XnfwqBr{lk2cL230|E=1oo@G6QzQwD+eXAmdaX9wQ5nQz7ZtgL?F zBVgZ1H`D>!_{b|w7C+Rng#3vocgFl%j({ogNJmICc1=_i-+So>ah(MUcM4P0d>Z~- zP2`e_d>JTbX7ei88JFZO99DeLz3NYV$9ELToDTa7I?;2`N*PU-jvLIxfn0rM97zQd zoTb@pFY^pKbVg#tCr>HpJvyE;NFG2>7|J}Ghr32#5b~lOfRVv2M;WNO`;mNhk7|yI z`R;h)F9^A1Q*+z_R!uQ@j&=LddHf* zU{JkJ+~|td)aPC_$)m+eJcnf%-fQZshzF~I79mju(2T<$MU0WA|GwX+Ne5?%K_^m9 zUn(Qz?CcT}mSjm{V33sOk@A9JvzO5~+8>X?r7u1Q0}4gKH28D?lWrN+nZR=Pu(Sy$ zCMJT#H0eJZR?c|ht*k@|GU8evbYL)D3w4O#qbPWve<4ntwBQigGm+3y3ODHNvu_}Y zf%E*p27f8EUu!Y_h|?$7z6a4(N#J4?OW5WMio{RqP87+DShaQJRmE*t@v;t{@Y_HA8`ib|%fIpFYBZ99zpQ*NAv~Ar8&cu6bq+G^ zxzU3JV!mvR`(c>5#Wi#Cejr~-RfeOdKUGyjSxw3~b*%(IkbZN>H6uPbI`kx(2;v8|a%so!#%DYc}KfOtNi0m=^dvdOETu(UuyWdjX^gCFgF z{s9}2qszV?jD43w2b>n;{B0V~HIg!JJM55qCtMQWkd80e1dFx&>F_vw*6nd0msvjq zYl_1*5}^mYd3wX9k0FzbUp>U@-hel{5DExCEb2aco3A2YqIDP&+C(RYy|!kqQ0E#p zE!AZT;g9TQp|NGlAFzQQsuN{7c`;!UzsWMb`$Po8K*U&@AUr~L>TV;t8BK)gJl0_x za<>+h?x^a3d~3R6SKd>tmOD;!Ln7}t1at=I_(C7M5YLQhSmk4dj6U%_?W6UbWgf@v zsqQ@fZk=}f9e?8&*ANtk_>DmXAA9rWIi?Sr_Ob8*AENLxH{S#JF)q=C=B|)m2$=l6A)lY!?H)$n zGq99CHtBji)&0wCU-6*y%bnyW?{>so#vG9P!f9yb?-UcbNZjGF2xphk24{$V(&bM4 z>AMdqmqZo-y-bz5%{^e5eve9Gnf>?@!0G^v}Wy!)^J!fOL#)GND8&03&?K>8D-MyLDO}eUldm&%4t8 zI{kk*8~#3`g-Rqyq{+Y4jIDj|ZE_-f$kj*usy^eSme+W`HBYS}uB}%|~gzTD&qFwsNzEBdn;ux)!DE zR!{0SzeX9fnTA&}KD_&o)h*%!Mw^Q$cEt$2Ntwse+h$dS8tp5q_w05G>>1zcN8hw; zaepyer99RdQ)g&M=zlb*bMGnJ3rFGt4Xf>ZiAhy##hJae%f>cevmqFgoI?f2y^Qun z5qaKvCi&5XYUYP3oh$`J*j*0r+dZipWG{RTjCV| zaIY)`7OG!)P7*UYD=Z%?Bf(#}2ATYzeMpf9WVf+a!kXJ~=YJYm1PmAMmB2&%{bfYx z=k#Mn(;gEGXrose+}yud6Dg=?RRcsg)6yxXV*_8p@*F5gUJ-|+g<_jOIZn}Ewl?*+ zyljCtwEUdxq@DIjH2gYitGy zd1trs*$ST|XlEuF5`1jY>~g+UNDzq4!??!yERM!u~__B=p{cph|5o5#1|p0oUz zNTN4KpoDoQ8saY=f6QS(aES&vHD3a&9>`uXxmg9wG;4}{4t%gYr zJK$o^=0t5OkYZo>_e3$(432{akwNAU(y6or4m7b@750^xd`3>^L<}=Uc+KPHOI(CR z!vB3%0(M&EyWFg~AzYDrysiZbS>+QvxaA$jK}NYd74RPL#$WYLA1+~;^=)#tB@{l?Wpb>+?&{APGyByK zFmR^u(2P6q;DV~NO}L=qGYdJ~n|ktKiID+n=HFWPdWHD%xtsOjjOnCy`j;*pG0?t6 z>0RmJturZtV#6nm(1J+RVKbJ@%*rL~fAe+!mZ2gs!8(Py(>aso4>-ktn{Lz_qQT?B zeic5`e1^LlLT+|WH_D(o)~5_ULTgJ|)Bp_QNEKBhv@=KXw>mVL^z*R+o666gfTzR1 z9XaoS9=^phPfM{6Jm}WQJeZZlECk?A5?h_45(~_Io8w?~ym8r>Ap|(Fjzl~| zd1kl8oZ4UcGdd|um1IRyGv{7wNjc^Po!B?umvAeW8J%7Exju-1{+DIMEbucBPMQOq z#tE4J!O|L1^X%clju>0E(GkBQS{U@}Ll&~A(c z`(jQ{8Uhd1i`U*|#6-(0Vn_KaRA#2;MH*8dde*`(x$~R}Kh`U2sBLm$&~dN@T}Eb= zO@|0AeYGws{mgkmBhZ4@RlAd)R8~Tp&ng%KVUZ$;pELH?rGo3i5b1o>>0-adl|@ZD zQlw0ExyIxz6%Y_$blpOy+L1zV9|3;$=$NRjo`B5+iM10TPq1I3=uUwUousj`F|(mm zj&=)w3ln%tl991v147y$;~3%h4@W@_Ut}>|&ThT%2|5vzVEFHE)PEZyNaBIsoi5%? zLQ+c*@RX@pSYm+Z|EKbsRRq@;1#$^Hi5OjVMN!oNt)kYSX4TiHnzMcL17aT1UqwSh)uszH@<>AuoIeFf z%E=7DuiWYv83?kT?o2D7GnJH-qy(=aMw*C`+wvu!l8@NF+q&3`oHsAX5Fam4DCqB( ze#DM3@YUr@?LFj@++6>IPu5b3qr|S{j$Yqm@!c)75WKBV&*N~djtyp#{>f4#s`t00 zC|*OvPF8Y9w53~HJmWG$$~HuPpcsTzHfp9lSZ8q0eB@NhI=KQs)cN*bxr4y_Bra>k z77$GSUqB)sB1qA>>9*ee?5Htvwr<{i35Q{_(jB4O#|(1#NMVp05!GlnlC7;RhXICq zB(iC+BB_=;PEl~5#>T}3xOrcWXNhKg5mpDzkIl=w+r>MqF!HL$xT-c0m0Xu;i`U`} zSgyddVQlw}m=bxXP~;)XhN9X_f=yhbp$v_zK( z5+Cd+uw3NKFMllDjd{T#>siQnbg2FV1F8Fl^gz=tB3s0#=RNlr_&%*7g=`FW!|TC( zMwp$n}YiEN0Bf+&##v_js#p9!#a9;R4?Hu@{Ps_*q-O^(&^^#FSg|s4BQJ&{9i7a z1gZZdFZlb_{vZdN{l0Xac`&}UQ{F7E0z+jqEd>&a;+Nk5o1_0}o(+{DfzG0op^|e7{osi`q=UVO)-{q~k^Y@@!8XFl*zz;_RqgNr-5 z5hj7E3^gW)uQ(EaTW4P6iqcanDZ0fwz4b34*J{IdbKGR{e<*jQCoR1rd-JuaKR!4h zoT=pm^9HmT^I6_>2iyJeB>(QL{OcSR0_+vQVs<(Oo;R6-EH55#)+j3~#y~X@22>Y} zI)gD_mjw_|fq5~c{pGV`d<|-VM>N>V6@yUarrg1}tAO*t85wHOtMt2H^=*?YOR4Ch zrQg0mmYzz)dYwFe31^z&hzqmDDFJ{AI6yjThd|s4-xPd3IpCt^g4n+CU%TJ8fDZmF zd0O5tvH&Z)Qplm>Cp?3w8H8)`! z9Mk^lO8b@a)8Qtr?}-qT{8>;7!lXf8IW3|V=i}BUK4MqCiSm5km;1_;FPr(hD0m99 zKPJA7;b&U~-(Q@*k(*+QY6$8Gz*tSQZp{X%A^j9>QEFExXP_B^!_OxJH4C=` zoCJaSZJ_T};W0YB*c*0%US6{<17U4mXaQ)G+HkJdDz{Yt_|GZp_Bvho;Tvpj3AXM& zX#eS{#2w6I!oCGafT!)F+vl8#l`xjAAfQ5$-_o8DCmfoedPUx0Mhim zW0gTFMYN+pigg(G4&dyCL&NS6Z9E&@&#aPMYLM;j)`#RMTve|laEec+Az!t=WnDn) z-FEZaDGh!WT_jT&WS4KVZshy?VfCq#53TwhIcb-cc-^Qmg?06EtZq1~U`fzhGS~Q& z$a?!Dx>fhm(X+d05R(lvqli~Garyn%D^{J~Z=Z)W6UdETURg;q4@bamShCeaZ-?uC z6UF~xZn#gR?YxVr^Zz4gd@9N457794%>NZM4!u12e*%r)>;}=J#imji=H=%0nkB*J zkED_w!Tw@lU{X0r$&XES!%hcL2zS=BiQRP^4c73^;L^<;`>1nqa_O}1ADOI7@d}%^ ztY~z=?UChJaDY-QyIrNc-PK3@_;<3D^I zr*0T#mS(vt7QbE(37cNAq!h(Fng|w`jRdQ!*2YIKu;UT}O)Uc5QDOEsDa=r2f4 zwdi?w|NhmWU!9M9@+pQW4gIq>1}C5x={UmHb$DNR0_^5t0a!WxAZ9ZjYNVvDE&+Im zFB(L@e04{+%JevrVrBe5uhSI2YIp*S8KN9J(-nBUX~r4i>Vn@6QGr{kO%~UPIlXs& zgf%Ktn8gNI-NIVi^PV_u=6KQ{=qutkm(3dk>HbGFU^nh~i%Z}1nH3iou95^noxc_L z!Tb(;X2}#FQ;+b(q32}+irY6oG$F`qpelpF4eggFF0(3=a+v%A?C6*|+q7xSGF$fLn@WEW$TOw`UY2<7^LcWK ziAgAWI{pU(Mcn`0K;fcXs0mR@<#jI4BZH;IviU_N`2DfCorw<8eK?5b25cAQWM#3> zN}LMj{K(q+!A>1ziodrARSC9$lZk+4ask~z8-wY$Eo%`GxTUzHBnfcNVh#7O?{cEW z?gR6WLoCaQy65vg0WJPwzQx^e#K{f36V!D84jPZVRjZT`0Op47whS2QdGHD-s)I@B zXV%OTr949>VYv`?m`cPU?u8{+Jnc({k$hFJ6)Oa9YKxQHTN6{!sB%pnsY;`AYM2ncJQl`KS9J=< zRN_$*c`M=U_{uADp*kd5tHv~<=hxC-5ONkYs{dN$kKm&JhC9Q?O4u^r;Il z*r5VJgf(zIsCTUeZ1d9HdSc7GSIWCx9HL~5gr4t$d_g8W2WfgvfzXr3w7^s zyg^D*t$M4|;z;n9ZdyvVi9;{S;J*Y5E)VVrf>7J(|+N@fuqxi1~>comq6}9 zpY6vUxG}x-<*R9Rul}J7jyJ%VDwdhdXucJAmNX~7sieL(=MxQpBP4n_yNg1363$8$ zF@gmRo%wS2hp^EUJAa_;;WA|KB`VaeQSsG<-uaN!66kz)9~?yf>)!hx@5D8Ru;!jH zo^w|yPE#G^N9>f8w2Vx^PBXZv?reR#kJfJG6rGc+UvN~e)9ioMs+c3b^;^OpEJlDt zkLNpwpiT#EI0Y66-TE4Ysw6=;6e(L$vQk%2pbV#W$!_2JIHqokh^jiu=9e(mPB!=>%I zO8t(G=5Qv0?s8S>Yy!KuyyEWerzfHZj_T}fn%y`SiLXESpb}n)0UpF1oL9+5i!1t) zDqL;#=_X4>XAsL|b)lxNF03;RSGeidr2i!lZcJEOB*EOi@=k76;qo(^Ayirarnj~ zgoK=R%hgKJ%sZ60c3GsAuBQwX3Kqw44HLP5eunI1kCDFSew9BjEmf2vQZb3Lekq5#^CepU?!jf5|9|Uv_+XeJz@QH} za}-6(Ab@W(kkIPG*Nj~qm0q1|Nv82+ysyUGHp86ypM5?!(Y?XI!L5gKu{rN)8(eI` z#3AKpt7M4|Y*ag{{N=hWsj$gbsYUj#4Hhghc_y|ew-${an;-a3>r~qj615Z=h*#Mg zDEvQnKx&Xnv+ry5g3@f?*>)F5haz8|675vq2AddL^hw0$#Zhmqxt>TayF1=kXWej|2G8bCjiGbKnNu^4ibDo)@Y^fD@X{A8J z%iqF$66P&A3Yak80dUcu{^p`nQ3bzY_Yw=$U#r<|7q}Z@Z2YFE!~=>mexAUk*6I z^Asn7b$~cVK6beDsm%;U+w9dUL{j_wTxsjh%6ng+*b4Vq$RPu*M%uc&7ogX_5)TmtNFXp z7!%cqy>v0>@UeNrTi5xAnx5b8J}OtkX$lLyDigOF<4bzs@KXkIT|z_mp$T)|PF1$_ z768-7kzZS-Vtp5;n+sr{nB*Logp|Zp8}joAmumP?Bl#c*P{CnZQc!%`5X{`T?c6;c zvUC(nWJ12T9^g%|ak5$0;)K!#Jwjq>Q?M;N5)g62QS@vpiI1o$2JgOC19S9@D_-NBA*viu4FC7W(9#T@|DVmR3%{GfK zeqNH2#~Ugtvb@!k&&#kHUwWH)(t<)+>;#>($5M97bp>S}~QUhz2P zHm-=HNUpz|5g+(PWEOY8KBXG!lOBhAdcg%9 z&AJQZ##RKkpPehAr|fIW&S9=Nz^B8oelUQM213>bNSYyIfIvT+dK8lRdES1#J?pTHrO175*v2IJ7qTZ8d&5a&Z8(;xY8DC1T z*e*n`LnJ&vl{cB1WmY*4wNy?}# zvN$XwoCUubC-zBlXXx}l@F)JhgP=1YvFn{i;toO3nBd*crl?ku z7_`=LB2l*TyPn-&RsgxRh2GxtEvejAK&`TjsaE?_w289a$PI+E>R@VCn>^{WgE7<- zPT8?D;RS zP@)Tis>^EAQ=atart<$9erl28q*j5+>X_u{h$B~yNf_#A;eIG3r*_X+Ba?kTA?g$A z8OHF#MjPV7@{W!UAt|_SURMG5<7>1+pG1=6jkLHU<5UnsJDQ-bOT)AU)2D%yioS+K zDy#2drUDCPCU~uYx{uy+BUdWlFs|CqIOWoOpejc+mj^h@mJa)Ckq)0Kn)$G0K z7&b|NytVIf_+PToXn&5pp^j*JP36Bke}M7sYSlFxB+-U|q^iug)%3vs+T(f|CS;lR zPJ_@Q`46nRE5NF6jBSBR5nHONy4t+MADOigN>Axb_k}DrLq%OZ><2(Q%!q|S0V=A? z<~LS-`7f;cqi$B5et=ak=|$l6S66$fG4BdwJYq@>jGc_mC9)Yjs*s7Qz=54uOiziX zikHnadYGdyg}uQOk*RQ#lEtT1ZUa z_6aV-K@1AL?@^7zb@-eB{EnI$cZIXU(>W<{#`UKxq+WM7XXBv8fwz5hLD~~Zlml=zVfH)I07PZB z+!@l5HwF-ua$>1;oaiObT~{$?TRod&JV4dt0Kx=*BP_xHfE$L8>>uO-l2OHZ>ZyRc zhDFC=R1C(X%6@>`M~Q*N^PI<_m-^{0!cq~?J~#k0K!})qXMu%Uq&~r8-ZM^svI2a? z$e11vzkn>z{Z0{5at95nfB?dpi%`09^uD=xv^hKmO$u$A4uo+)V)NH30}uV^H*8%; z%{H`+Bdg7#Mh^3r{?`4oNm|IzpMFdry2epkqi)|$P|ye^9H|UB zudXN!7g$&{a{O`R`+%B7zCPNqX}u1exa8CImzS5rdo5G?J=5U3k@M^x#NL8o*7Hop z;<>{*UDqmKolJ&th8#|E-hM;lHG>GwuhZyv4E!h6UWo|xjb`>acvVV9_J$ur1gt^Y`Xek&Vsd)T$KD4 zm**YZ#H9&KH}~l{Y}SlDaf?4isW?bz{ys4aZb*~QavED-XMn_j^&5++>aw=QQ8n~3 zmO7u$Jk%64G<_w+Z9v!rBh-a*)$7S$rZrk#*TMKk!E}HbT>v;e-Om{QTJq`m_U|KbosuaBerE`|u!he=$cOr$Bjl$yBjG_e)V_ zYvdTKqtfMVL<}YSlN266W<1&Q{o1%%a;%)VJPmo*@0tEs!)@Ej_ z#OMcqj}`yTT^e@JHbVrOl~OgkI0Kz+Alt;7HH>-J8%=6xU@=*&TH{zEpBl|uY#av_ z^6NXmkMNHz!GQjF`fvjz0_Opy`+(6oc`lQm(Qk99TML%tkY_&&1e2O@Uk#DDJNlZOzONHRo zAVH}5wGcI8>^B-!Kv}ON$_;(hb7CYnuhwQo4&sE-tTOM8>i15Z_f9SzPTQbsw9c17 zOU6?d7$fKh_{ z+U@@OS!7fCHu2segM*^$ZNt`G)!n(fm9&K|E5iwER$7H|n=t-CI~T6sq2Mi5DX5)) z?JqKQcua0#dvosM;Lv%^L|}UAbU7Ru#xnMFC_OW`Q?Q;2Wb8{};^zSiSW~oo4W9FPpUIoA$Pv zu*L#9$m`=T|B1HFod8C0D464*aNA=KQ{riuebCrRJR?;kq`VAaPuG>JVtbD-pZogRh8m> zJ3;*$x86ZHI;Q&eO@=>I1KwoosI4UanUQD~#kzlaUZuwc?BX{$F{xAx9}0#BX&cn68T6+@rT^Ub&t zizk(iyv}6=TQL*e;IT#5XUWYCidq@QC%jiq71%oqp2@|LuFadr(l*y*q$O?ZR?xl{ zLmgvV$x`jSlgyv0I$e7}!Dz+wGZ!YBrSO5>}imEMB+%dkc;2i|=;P_zv#LB{K^fd4sTt_fE%KYG^4;vnL>-7ZqTu z!*8!Q1jjE=Z>5Z?p8O9j2+1sl*?|4&Xe9s6|4sp{L4aTWE<)b$WHjuaQcc3c6Kcjf!%gX0Y)fDMJ6HavJR*+2 z#4u4O@n@Sq$B{y-==zvytI+k-U{F~OGyneQBVD|-LxS8RSty+n15gB+S9x!q}sKWtp z9qfx^ogr9TAd%}MaBy>kZQT3)ya2ck@Ih&I_V&Mv%RhkYJO3(%{pVk9mLAB#-&WTr z65=BH0#Q?Blk@&w!cQje3lt)Lw+XsZ25pC(sfc{}4BFHqV8h3kYg!Ja>%0IN8PtM; zi%9jnTdC=y?|GeaF#(qYql6(;Aba+2>1mFfF9vG?Y&tc}u~bTB0Qyv3a(ohcr@ zx34cd>w1++1p<*=-zZZeO;5&nE%bpu!W3KIyfPQ;qG-T2JOU8rnzBK^RBYY%?ucq_ zUBMK?y=lIzsSKYOgzLPD&H~=?5yN+|Do-wjHNfp;Qy4H!-?8vFEGJ6ngP2wj0JWFb z3rehY$05AGn;!q#0owyJ!bIM=S%-4sn@x%M^mN%UJSNm{^0^2pRDc$d3q+nET_*=z zk>Cfvk0IyFrHPxHo9n*)1cHc3NezK?HsBWUzK2UJj}cyQWx1{s*uRDh!_1SQB~Vnj z0)$pMAm0@o_kj__(y~+!=sD*EPTF2Qblqyum&g?E+)hXpQGfhY@)eI`Zg?krOnG^> zFKWE{$beS;Xn)5SU01eRcGI(MDbrt@@-sAj;+HMPYbPD+Wi`6wuG}&2zqfwy+(}e= zmuD>k`Sn@3@NRXWFD_X;FUWZ`wccwjcN3bYI9g!ecF2BkVnJOSCm&l(J)^)Ykfjjh z1sRoX`}j$<=B@8SU7X2n>hkgg@xH1UZ(*GgC&$z@JDuLc&bL$5vCWUOlg}xNEBK@n zu38fmha#ah3EzyVU6pvl8k$1MifQL$PmP08^CDDyly7!8bYz?v@!saGWs0*@Zo7yV z%T2lY-Lz;8SoB#WoWa=Zs!*@57~kBN+{D z1Tbb;PR%=Rj6DQN2qh(@|Dl>pX#ajd&vAB}GVM8US&Q@jg2SY$`lu9DhNzU36q(kW zH{=Px$@%3jSm!`&gvDINYgevp`3m%X?M=wuzU~u+)l~LDFrx(u`jVL*O&NZ?T z3H-cS)ae%6F7#_t&fsy_6oNu#0Oa_{g^!FdGYh|>LZ>+qaCw(%3WE#Mxb5?QEegm_ zT!D(_WwYS<{&ax?F_6Ps;~d*yAV$;u2dtMSlJ8V?)ttz^+Mc(+g{LftSiu)wr4$(e z^3Cr4%knF9}w9y902#x3^a{|3loQSetx!>4b3cRg2uc>#k_lCBuEIl3eQQ5Pme>3&aTq79fe7^q$ z=*Bglp%%2^Js%F*P~+~>%lnmeds5)XM}DmD5qxJ!ayRd`Q`Rv*2ex9mobMB(G?`^B zf)dO5zSN)(p~kc1kF^OR*s_D3yHR6K))n(~M-eNqu&}`Lkc3N5^R5AG9hm|@I32A$ zur5wPKqK1orS-y3Itvy5yR){tJb!pkEF7e8Gkf-68er|4d2HLsd+$s!|1fkF<)3%{e=b1HSilH*(r~2yHWUQ;xs3*U zUi})4;9Q{ox-`qg$*KNxD$g{U%&IgHcm=y-SNKaCp?C?72~PYHoYLUS7Yb?58es}WE2G2YZ7 zcg}o~|8Sp(cVsva%~7v<1R&wAY#>O1uM_X%)66sIK8m+8>G;LQ0p{(?{kRvAzryA=ed- zb(jCp8QFql+Y{Ns&_M=cwCA2IyZ!zQkZ^r%B1~cMG#H~D5tBQ32R7KB7*LY5cskwt z%m314*1RAjU~YC+6MVJxB03)5`r}qqzyf%(9F6-Jb7-fcO@6=is+`&xG%x*RA7Hiv z__`2G^(R?+6{xa>go`_La{-*P`2f9%90tMg@2o2Zbx-E)d5_>DxX^cSs1E-3dikS4 zq~s_}{{3~Bcc1T&(I=tQjLLAyl}rpXZq-qXuS0VN$j-wLWrj2P5zJAI=ppwa)W{Mq zboE!rOWjlUGq^K{|I;;x#0@5EIhjL|NY$UFd~pg*t0*j#gp~QM(R#CjVZ~DxL;r82 zK{Zb0N*EYP-(P<-MfD;>AjcD=?FVe^~ho`1dMCd`P5kNhn2 zLj+J-cEIy$Q|Wj71k+cl8t?vini}VQT{qB^Ymt86YI6#;-;l33c+T$@+&29 z8}h{_yNQb%sC9jbRgfL5zkDcHG}>R8>UanvxQ_yYyFtT3SqdPy7c`2t_s}EK(r#Ta zXaS_j(iisn0KzETFbXE~y+>tLuhKqynGd{lGwXn0aFA8Uy}=8Zs&R$QGnvS#&Wr>P7DoVV0 zMWp(FD0}O;EYr2?Ul5c|0coVWq#LADkOrlZ?oKJ`4v`e31f;vWkwzNn?(X-zojtQ> zKl_>Y{r&#sqciG#-Pd`X>saf%%&cHRk6RR#`J+x}{Iznc8uBpSqGocv7q$kL0X>-b z8=x}AN?FaVYEh9cnN`6}?f!hI{i%iRmO$zUA}S*o&}?Z~7%ZjIL_;cNrgVOr$p%pXSC3j$l< zR-VS8BiQn!!RH7*a#u(BfR9&$( zITVP<)bN^ZzISTS^Z^juA-k$YnVRks<2#juPh{hTrdo`NZ2e>#=|_fVmIq zO`Ztd{f4<;5ft+`;RX;HPt4XVWqyJ8;lIem)4_J9hCS&as)dpvp!s>BU{0MGO2+Z6DL5j#M$U`%cc z?faaS>cZYZ?R}ge8;IUrY)+3L;9jm)SLb^yp7^pYk!d_rQ=n_Q1=C)hq$mS5Nes)| z{vFi@iHIib1Jt2=3YTqW(Dq`pw{kso+;uxbaxu$ySpxx{tp~}-MHM-@@J%fecfEJ0 zWq^H(ePAtue*fRMmOn;yT*%lh#%Tco43kdevrMIHamg$mw>AmuZ`)&*iSjdfTu#Ho6pcG1+XAAf61rKz>J-V?xOFf* zM_CtWQrol*IB+p_NE~IPa)1&@dyOw$$JLv}8i&Ce(`X0bw@0g7DVHmBll@CtF{5K! zR#9P~Fv`K*0yf_?*mUdckNT+P-$s95W4m69+8tCPGFRhoI@eLsKTMRosmsRs08F(nF*-rOB{Gqphq zd)vGXX&~-fJ}e0|M`of!3i)fQ`%kYxxah{aDFl7#QU|^kT=$YSq{zvlgF91`Zk;Lplhi zz-@{W?zU$CXK^}Q*QK;HK;wP7;YHK%rO=0LRzBVcX`o7alf-2ptAf3{eM6U9P~Z;# zz>2?bRJNuUKmoyHlMP-x;?Y}xOWq@Q)xh!wuQVvim>`OIwvU-}HgP`g5dxIm_&(dO zw;rCG%ck*Zpz$49Jfe|7NVBd{17X)#;V#8W!RNSF{{Q=O5-9C1Lu{3PPpa1`eW?S2 z1?ZpY_{j}byG%+$*LY=I&NJh5E0D~b$sYs((MDT;|vIddSbBCAxFOWCXs<+7tz|72( zt%X8ZP?XVmRUdA+6WSofA>MHm+cbl+v%>}q$7H_^$4KOlA%Tq!&ReEdmhFA*UCSkbxojoS*r*R*B%m#QO z#o6buoptiWaxA4RNjqJdv=hIX?s3B}0!H1Ob1uWk0n`0$A{9mSA$JZYDvw!k zoYwx7?ycJ7^JRX2RBV_dBC-0H74I1(Rlseao~ss!868v5mYr>gHc%P3dp^L3Ck9$Y zas&s`1$Dwqe;GejZP0CmPbdX}dtYSjR~o&nOAR_L1(lKSmG@n1Am2eNFQ&3auxe%f zersv5SQMFVSaX&)`Vg%KsWb^CC#2IE$oOH)%RiPInI|xk~tC-D}ih< z^S=s%vJJmMYQ2klNVN@T&63oQcD*I{4(;*dIlO@r7m^p@K07;W+s3)ZUSLneFQvmz zz-5UL<7LtD_wqf$U-uT`5b>&S`lT$vxu%fJAs3cD@ zN()8lIq!rg+a><@>&O>=NYGf-;S;gvsUo1e7qU{8fJO}}Y-hbzNJtiaqy!;A3J=an z5?BYJ)#%g-x;qH5-|4unVWHmxJw2GL>6biOEW-mBuERXUSC24jXYpd)qtZc3p1u;= znXcN4Ic5z8Q-Yy^pd_ZgOTOLGGRi7$%t&h`d!q0=0FCw^umH3b1 z@@m&Vd}ukFGIPfvBK6tYsfupzn3xf}l9pzib9yKxd$&u1m zv)>M;9y0t_DMvLcmYzAM1Wl-`F({uHo_}=-_fUD;AVEe$m>riD{S3dj{#_Wy{QPz- zOHukC=Ifd$Pr+@WXjIr&-F34iygi4m^ z`&`7hjv#M=T2X@^W+}=2og!UeQY2X@E(-OjuSn8WvZ*cC8A-0_rY;)d$OaE=JUY?mY7xAjjMfAIubC(6D zL%Lo}Cb_X2k4Jk0q*I=1_NZ(<c8~B($mr;n(e*(z%fVOZuE_b z6dSGwO(zRA4r)2-Gt!DowF!K;JD#Ck0T3JoP1h07_MaUg1-4+7yY4zo8-0SW_H_}E zvg-w6W0*cV>M?)Yz*QK`OmIaSd9Y>+zCAq&@6zMZR9S-`xps`*+Eb4n={E}syRY32 zL2{r$Y^--cOoGKV2bgYuuU&EA1~AXE!)ymmfh`pV4!%TA{=DS_6?HTmn+=5M6HTiS zXc{GbV(Mm(gD27(bY5rM6Tbdfo8Ad#51c;(kr8cj8DX25<|J+xg$X+3yrb5R{@xY) zH?i7;>9;3$errhZVQv^Z*3NDjpoX#}Sx{puIm%&p^1w(Z&i3?wWILSP~)#Mb1R0V#tlPZc8^GQw22bg z+=D){SD^3oS!{{T1Y8+`6Yc`IGz$c)Cv#Y`I@LT$vWdSG?PsA8h+vJyXdKtDJw&q{ zak73A)Boi3E0B$TbKmX0SKm|$xz1{OG)PeGjjP5hDT(83b1t#|=Dxe#5pDA>DUHls z!no@zu<4>>=3e-8J-Opd8MS=I4yw1-7K-7s=p|(voCSlQH2RIa$WFGRC~>ijjTf?a zJ(F-8&F4nii1DXrmtkjB&DG*+Kv(o-~0!9YzsaiUO zP7tqg=_>pbYySuM-3fr-yZ!>dPe}p8_qOTa3NCNTZGafGclzya)@!?A}DkGf?* z3j#cSPdDjW;1zqAjX5RN8=QmBW8_k%WBGK!B!-ocgc&i3&Nm^g*gCpo?|Mmf26a~%d@WvZ#3AGoYFU^Z;+8Pl10N*6_)1+EKt{m% zC>KehTX zt+JGTz~|qwS~TH_WAl^-(M7L}D73XiTt6NXgT@;-EBZ-1QfR?&6;#H?I!PW*?;?Ld zPz#FM%kQx)MHie zb-Is9qfJ*?CWC?gtQDF`yRgOWX%|roT#@ozO!aq572F~9lP7fvlMc*XuIr!QTg3Kv zzOgq1?&NI~@SwgFm;XWL(=7eq0BG=*$fq7rTM!!j5CX21v+~wM>$bI8GdDfPifjDM zTGd11?CODbrAPIUw>OVJE6QYeHg6%&ycSp#dE$5~s_(<(SZ$<`5MRXv!Cq*isV5?c zD_>J>Hv!{Km@CvKS-PN2EZok>Xi^LlVhZcK`{MIl_ljG=0DNwBs1qaCSqmTOoYoxn z0>JH0sV?c_t$o4`i(So}^XLlsvRJ3snlc84{^Vv+>hmOc>X~JjQnJ;dh|kt@Jf^9>+S=o4f0U{AcTs?)%b3dhr3_^Cquu!H*){vw2Vv>* zD%e$l0rn(s9jj}<)HH&wzpcdo7R;$If;@lH`;2qK^FYVb_eG5b_ICnwUVIj)p!t$S z(YTz85pwQtCY(pq?W?Q7_;9*M@Vo>N?>n4uOAKN~3_(DuTPxhmmW*La%Iax6<4l`c zk+$isZbdm8hUInLL~dSw686CigTP5{iac&Gyo0_f<#z_2(ZZgQ)bh;;#X9^#!Qxq= z0@Ryo@{z(19M50BQIw^@ogTOB!HtWG6VDc_H$A{heY6bx-wZ|HESmDr7+$lDn;DW0 zzBCi*Zh~Rekkf#gh~G@e)Yo_PReY5y&lQ55>Ni4G<+uMtwKD8u-Lp1Gr)YM}&G zA-fD3ER@|-2ND$_fp8FnX==aePwydIyC0qE{QRAy*QJ&OXFwzo*q<3H+VUwn_`F)! z=N>KEb`!Rp!7m(3;$J&wGtV@xrQ0sBrME!^P;zZFvP9}6>#Tt{05Mc=fr~u)WF$F}%?PZI zSiUY84t%L!d>_=)e$vmSWP>7O*==uUCA1#7PB!zz4s{`wB(NnD<41XU zIqZu*zNVP0o&5au2X0+qMAESu)0c0h zkYs1+@s6s?(1+JdVpXsSpI0yCy8@Q;G`-ja1zAuZlVZc{`vW&M9-C;1kTF$E80Cr( zG?MD^$qBpx@~NOH_n2l*gHHY(@kyv^w1J9!4ZWcD-JmwkKNgl@fx@!N7~Vj59oc1F z--8$##-q{e^oQGA;f5G=b#3rQw0K6j+J|+{W|oi`MsGtrGSVkmk3N$=oNB9BG-DKWNhJtFYry6vc*`-BFc~3A@4GbQuta56+ z3Y8gui^t|$I3b>uA!=Q0X1~lgsME^Q-M$@(S@t@oRcc}ZO7%aT_$tV=JHV?sGP#{@ zxl97>=eanI9yhR^h{LRx+C{_CuKjV$Ufnec`l8Av*8sc;;}I#>k5}D$tTGOP37Fgi zkaQ^Kw$mI&rSugqK==s+O(s-XrvHt3VAidXTBY?UelvH^>`yo%i`bzfWbh!7x z+BI(=5!#$Ln#!S894TjxRNE&Iy0`^@Q@DTA;%f$EJ4Cb&>AUZ=E6w7Q^KaKdwkDxI zQ}LG-b~5~n68&n>r1oW^!x*-P+L1I5b+uU62=tY=!BQ4xPXlVa^Ml$RYHQV}lYi>W zL-$!PX!%}>wI{T((CB#F31Wgtm8x|NEE2k`IUseZuQW*zaRQP(p(N@PWteD!CCSfX z%cm^gQzZ(;tkLT<&C#WTxs))&>FO0Br89Qld~TUX)Q>_&fH$}b3Q&;E)OR+ertBIp z(i&Q8tDbiAxzmz8NlbF6{UQekn3bELh#tqZO znw?JxYJEp8DR+yH`c_|9P+(#=KlQp$3nxtBSUr?PA!$FqOhYsg`fwo%@xmvcnw}mh zj$F4P_Ck^Qp#B4b3HXWuofFefnA z(LAHP=jb(@8z_0lT{+c>SeV8+4xuP+jN7RfD zlktu$pt*zn_3wjzt$;ug=b95+%oAi#P{qBenmXyIQ;|$Y#2`sU)A!I{xpZ+PTG?z9VJFkYM}O3Y)-&2F?Y=i;!;3`P4e2(gHycgN46^zTVGg4HBVwzask7CHx5nC7=W3%9Wtnv)!0NwU#vBBp{ z-m{t){uJQmWs#Zj6|y($auwCyi%x}P0R$*wLCJcE0vH=8KCgT|Yhcr%B6K7eDfk>> zOBhQdko&6K1|}-*H$se807ms_1PDmBenAM9Uwk z2pHAkLQP+w*__>lL2(jgmA{Jt{n1!i8tWMb9zAuf~5n8U`s%Vo!CSIiV zi_96PE8e!YJSIgjYHS{?USI?tHT2yfR6W4p4b{^?1`YW8rt9G1L%sHoBj9cUD+~jZ zyqHLjanncEE-cgn(DEVxEzf`c{?}C({`GT$tW{yZQ)CQ8Z2G9z^#b|l3RgNxR=&Qo zzd&|UVVtSG>GoJg%Tq|yHE--owXdKgQ6il1Zy_q5+!`EyPU#X{3&&a?0^tP_6$Z=cGO;)#PU7dX56+oilJ9?IY0J0&!<0+`GexRO zSDTzD+9|?B=>Z6W-eZ7f&_Q08B3i-mn7qKes8(FoW#0SY&L5sw_6e!rDoA-%xE$%* zTHUqn&je#qA&`#z5#})GUiDm!mguqQgfGIC=RZ>hgn3Ae<2PX*{E|v+{B!f&xeluq zz!eK&toa39`f8d-aYqJT)?*PcfAwR|L8=%FTW5HkuBfI>4ZC?M5v^%6Gql5>vatJu zvR|)+I=Rm;ucWu|mkfniqG=Nayl-C`qCx2M?*M&XTNVj@&UF{f^K4me znGZuJ|9bc8o`3tL8_yYm7q;UzdkWsp4mHCYs=eLCOGR?!^L#R4GDQkUT*@~6r4=~9Tj9SH|dvS$(r(dxZ$W6~!fB9F8qad15i3;dv+bT_7OxfoHSv8`l zj;R7kw20DqMVUz$JXuOgs(A4h{6da_Ne6if2V((zTfNF!no=}xc`*tN*~cf}IHt+( z#<(dHF=ns+*c!iD^-}h%NWt6Qrm2;|lv2nsHGrQQJ+cf>`Ucu z9>dw2EWUM~r;s!n#+jtirFj;btuI{siYq6$Pn;~$+z;{ur$4$?i$>gcNn7zw zQW07x7a03)D&jZ~2D6gKda8A#o$PS*CGy5pBtP^DA3?oD zL`!yAKL(kcezzi14y%l&?T~IGx}o|K!X= zPuGPW0g4`0C}*Nghd;5TI#)NqjCozu8?W&oN7YX&COkXgZd+y7j*|2d7{&#x`3ull zEhX=(c@%wRqg`egOj4uQhK@*(_#rN~V%X;=8BFjYLO7$11|c&u>gDqlGZw~2U9m3z@x zUjN$ColyKijF~J{dUQ=inX@(VqHP&%zY$L9O-%qTs^zd(0rIo-7z*%rEvBE6oq)yn zm?YkjVp-nqYwVR2_YcKXxqGWD3@bCKc-8bZ39IC}aDLzBCo)O(GnGnZ`+W_RHlCUZkJuHVwcb73Q#xnR{K2JJjQra{g3(;}(>&b*Mwt zeMPRF;etCb{6)fmlQCzrP;5dp#MP*S;Z88HF)S%}IWqX@OrKE(-@FU~E2`3&1UGkOaMAx;=PeNx0aUhNp>t(B}KNF$?77kE+-0-NN0?E~F$SZ8Sy4vrejO0XL+7F@lfB^#5@*W5MXN z`O4wHZL)k@Z88tfb7ioapwt}VH|_^3Mo-=*7WW2HZkqTymJums-9AY^=@%!H70)34 zw!_pFL|1jQHuZ7Glf^K|fT>R?4Vq8LwpSu`l$OkT7Ow3mn#{HE<{f&%dc>cBocg~4 zIn`7ep54QV#DdgiY9`p_s(jAjvza1E#Rfxqc(qgs5&Q2B%I5%>ob5a_uyMIL#Tzjm zYpVVc8b#n`A8`u@ve7w3$JFtA zm&J>xOJQL$KeA5m-!$e^FC6CltZWWVJQWR*lm2quwmx)P!?+da*+&A6Ua;9*hab%~ zXr}6^XkV64iK19^ev>b#WEH-=vjXRT;~8l7n>ydnz}LSX{$Nt!nb}lc`{&oJZJfUT7ADnFjQZwv$QK%g9Awe zZ8YyH_(a%r!y@{ip{+0iM3Rt3+%gciRH1u}^uhTirSeJJF1UmQS?PxyCu|jp2hes$ znY@k=71)un>r{Anv&_D~nB&L7PJQ%<9T2X)NN94DrOe1(qnno)3$|C&>gktk*94ArwY9m_# zaS}9WRZ`V2rvyV_Zf$+>=#xANV@qmmMHH5H@JMuWcY8)7YIMg5Sh;+G$D|B;!gqhU z@}hJcQmo^0^t{*Dn7Nv%oe+~{}DP6;uR)oO09@Zo)&@Ar8)qc!+5jq zHkFFqD2u&oI;h1Ej1A8#+9gc0-fdp#XBtip)&-<`!du5}9-3Dnoap^D0_imi6RSPA>DYGvLpzm7n| zDHC0$=`ZsEhh+(@*#_;uovke>P(-M+8Os9nqb`u~rOomN{C_;{KK7m7Oup+jk>nkVxLRe3Z~$9+C~TlEl5rw z^W$hf+<1oyGqmWxgG*HH|H|Y1cQynH?N{yfqer%E|0Br+nhnH2lKmQ76eFWIT#N>9j#Y}yb#QFIy`^TPX%Di> z`<_*2a1(A`O_es_^-jY)vLyK>lhEbAqGDfgp&`^JQp!w$1=wrf&%}a;W~6K z@Y&IDa()6EVg_1TTC@3Zy}f^b%KwmUgM$LrNd%}MZP6XkUjT;pb$`Czo#x?F^KC!` z5&t&UBsLR|DbK7PLi!M(W79ESK7B0` zm?pkZm#z=D-{`8Y{2`0BMr9-5c>*V$C$MA^yDW8Z@;0* z55Q5A45uv~Ts96u0!c3*WtJZ_FJmC&oH)Q4EKvQ9phKa}O7;udCt`-Htfpp4O#X+y zxb9Sm9vfIMZv!km095=W=-l`pZ;HQdq5g$9tdM~$qZqC0AH*LvB?L29R}D2ATuLAO zHR(rv`C{YaDMo!ePJzX71kiAy*DbeT#&YDoR#dPtu`hs&F*XIYFfP_@W88(kE%3gL zLOdP7zD^O@O{T=b!J*{p%H4R>grRk5xzVVcq7WUV6*f+HObgrb4Ss+#yi`|eqzD~&0#FS!VC<#PpzLITJg z{oC7Sl=`qfU*AqnP7&|Upl_F)pL$j6b2@CkP7?6sQBhS@$_rMvy2k%AdvxI`6B2SS zIjh-S%@ADLT&Hq)p(f943(EO&Aew|c&lb6~v^0j89-p?RrZgxh{|Z=oB#Fy!H}>YN z`H=bU@TB*$VmIle&&MK$HpViDRcjc>9RTsA zyBNJ6V0o6r?_OmBkInLDUI>v?EvuJb1S)_@-9%DO4vYK#FiS;`c#?i6OrqZvQor8kIyjS&Mr(^8;KL@;OyBsS&D(GtytQlvG z`K@%1E^=68qF(I2T=q|MZjx>r%9qHf4zkMctuZn4~8+KxQn8WXhj zv(SFs>qa`byEV^}p{2d%yxRjy6zo2F%?fHhX_~lg<%dauCY2B5nNq3C#PZo*fZmT# z7FGC|oa}Z3O5+gl;Ia14(mc;Ka0#Og&cD3b%G$aJsr!OTE(bvNTz3MR&8t%Bt5ng< z9Xf<{sX~O6s4#W9x41Y58Cm19c((h5aY@s$Ro?e8L7d(`Cbj<~Qq)5*`2XR>zzcaX z>|42R;z0^Ifjxh3Rsv!h;R-Zw2K=ScS-zQIb>pATb}uL$HbvE>1aA)?dtNRDo`N3j z5kQp;uzU3pDFalD`TeRwRz-N{aU`Z!N?ONeT{QR$g-}!%w6*b9S{aAci+-K^QMm3l*dXu;1)0QryYMqn;)>!wfUw9Wxu=@=sKTU&Ib3ri<;pOSzZc=++3qM6K|X98A@7A4|g zz69UDQR05wnNLaqW+|z5+a!OmkH6rmClhjIEh0$7^eAunq+U*8)nWQDYbG%y+F@H~nD> zTnC?M)8x<8TIW+HL5}9yoB5)@Q0t5RDRFrZOA@ziTEX0+?rHO38=_ded>4xRO|!-0 z2zdxD8E~1*yL8sBzK#l}3Je{kgN(O`y*B|>T0cIA#TQ_5NU;&jk^M~CRR|1_O}I`+ z508qNC`xt2Gv%W`b68oB_7*HN^|vWzH?Di!|L{I5Sl|D0NWWM>^iic zwNYd^Kv7Gn4>#AzE9Nxf>JJ2pPi+R@GicQj#<>!E9135r<9jZ9ZjXN>tpU># z$um8cr=c=R@&K3cB}kpbr2Kxhp2Ao>9xuY81BMabGr4jLjl5P4m9OS@r$QEf|1 zjzD4RGzFsh6v-gMq(Q6$qI_BAJ|4@?=P}A&8O;*1$anXxf*EA{T)k+YBPPb5yLzUA zs7!#8Qbg>?YGq%kxYlc}^KplGdOf)vse>1N#RXi;Dhf)UTD#as{e6St*^Q_v49W4= zma|GTq9Y3Xa+5sW?rh(V(%i%eD{Ez-7w4PN(7YU!T+FMDr@!=|V}G_o&LZ03D4nr8 z7Wn$D5i*w7FFDaYW?Pc%Rm0)v17}6YrbaFCuZOC3%j;KPj&DCP-!9`clh7v>gK7jc zjlm&MlVTk7KEYLQV(UaMA@a8n+tb0iyBx}7rCJpBhC9FFH?f4#0Z)ZANcni52K`B1D=%>xU;Cy~3ED)&PovWIvd@XpKf4iV^hI(;1Ie7Ba zQgts~K5e5UCggpY#;*k1^?}c9E;eH>kFdXz`}EFvAEvj_H-nGt8(<(omPIUH5-GIz zWqcFoeI8bkQ$Zvk7-J+RT?d4NUaW2uJe3@0Lecra%_X=na`gV!ZFU&=vusAM-!8Cm zRFQve4@5;IO^APPCfEJ*?@#Mr-MSm6khWUMmlCNnE^BNW%x#)2(=0nj`23VNCN zq7>>JZEe9CX)ep~dc9diMe^#ed}Y{n8@iz%7m|F&c`b1H>v2rzNGz2Cc4y(+devQv z1f!(4ce>rYh9Kz4su|U4^TPR6KbtsoXKej`olFHXqh-k};xhxEr=e|AmX`6Lmo=1w zje`TBK!XIk^)J-D5BB5lMoGmg{ecs#zmO0OOdivR==o%Vgt|ZMoY&noZfC)=wIR|n z4DY@7d3ky;M#-;;8$ueIpM`1}IwEEfn3*NV-jy&`+$~RPfpO#l$BPyPv5H{Y01RFPWsOP1~Ugo0!T1=Kfem=S)sD4<^lwK zl2hGQsV;XVruz#Oc!&fWwUbusH*d|_&HT4XRbfVEfK2uqNkHXB#nS{iK zziI||YZnAHMAIq*#2jSDGQLaB*^;Unr0ydO$4*BsvmdKC9ubAJImRi)h$~rmD7_vW zeEw4*s>H0nVCzrm>reJ?F33ra2e#D?GY$zndHq`G?0M|MD)-fPYETF}xAcc4uJn9`pm*7A>>8kpfp*a{c4;tJ_3%`8%fI`SKPA{Mh1^ss=2XVsxbyDAYZ1G#oDVizdJLT9L%|Nqr#hwvtuTX@*#d80t7(btU_Z1bjql(+ zKpp9{@6IgHLFxRjFXF%da9AD^d8exzN%y|5&0xT;$#RSVl05uRXP{%SFPA1) zhI@@@=EY6-p?C7^4t~NYVUtrX;B!t;W;=|1U&ku8EK7RN`1L+dewi(BNjs**(B+$W z*EU-r6@~NOW>OGEKSHWpLtg@P5LQC^JMTNkB{u~|eJM`+vUd|JK=XhgY}@LvXHYm313-!jW_=`yP*r65#hyAFZ}ZJaGhvUb#6=dk|FPM z8OC~^d4a`}9?MRIRgI{iH*e;d*y=5r78F%|djN6(2E9K&vhSt`rCdml_TWOuNMl81 zQHRz0-z@W~56zGNWC8pa*BlyW28|mV14p1q`MP;_u|6_C85Z1bLZwp$z@eC1DeRNB zAsN|30=r>H_PA|T{axMXxUDuvq^ibzw^knJdvl>QK(Psm8XVx6B(9dl%dPbz;=c3p zxyv!Ci(lr7Y}yjbVc9^uaBZz(+H4n0laL~;Q;I}?|7Ixqz2Z;d*l#B(0Ts7f4@VmO z90IE3 zML$`ksv(Xh?R{O6V1$KB`4&fWB~=@A1~`qj=VLqZ6AO4ukx2G-;_YUlivPl1i{Rb= z^704Qt8u8~=K>{G0i7`yi{6XWLy(X z@Fs+=&Q`FeS)G}0rrBU#eL0YB#{=Zl;b4u=6;+#(<*X9UKQej6x2#wm8mu0F7ua2l zk@$_d_gjDWk!>g&p6~_(`@yUaA+JcZS{nGhIw8AM zmFj(`n}e@Ww*f3A6M*~s|7kPpb0^0efHt;7W&qu&4Nya5uhZA z$3pg`JhBtp^H1IJK*7N?n?DK;x*!Dyjm<};VWGVH3)7ljdBvdFB1GU1 z`2SWmX+LoHYZ{D!3ln3XgH*8mB96v(k|jOCFAv20c70<7#&MhM*bm9+#K^A2|J#%v;sL0JBhYBjiy|Aw2J zzo$SykP9M|>fE}K+z$APd8e{?uzs8h04U8Vaa(lZvFCja@<&MV_ur51ihOfB*pnij zm*-?pw{N8RD9%*0v~Rs%(#{ z%b~63obXD?i}nF~Wb>DF0~44O${Eq^W|{L9 zE2|gsKo&yPX*aIFS<{@P>jU^1t{H6yxUz%9U`iuM*Nf_Ms!{u%WUw7E@JSSNWgim zpJUbe?Rc1{n6fK(%gV@%4xyn+Y$gFoj81roIKelxk zC01V4SwB|!ky`ar)0l+MZ=$)fX>oqpw39RLCxq%OaLX~$EPQ@W@%srOJmVc9zGDG{ zM($9$?hOdV&VOuArH2t^FV~F?oX9TVCIXoENKtoy2A6SOaLs*<$~XidvhW4@RX-sZ zj#gj%)vu8Pq)`Qa@xM*~i(HBWMJkBj%4$p>3yJ?AL4Ox#t)Pz-C~!X$8<$3rncXj1 zUxASh{2%ouCA zS&EOBQ*{PQJGtm*MTj7RO8X{P9t*p&aOt=%OLQ@MzhDq}dPOTBSRZx2D90riK!qLy zW`aTCu3F67@D3COtL8f=Ep0C#11K6B=TLWkszjhKYR!Zdu=DBEt7J&95Vs=sb)+ju z`B_heyq^_V%t+6g>7JD{OorL5=wU(6FkczCZar_@QQ3+4rw4pYKmTtYaAEewKONs1 z-2dtL&i%{r?a*vU5RtZD7a*8Ibv}V3X-h=ogVof}SU)hb0f1_VnhaD!fx2lA@>rl+ z$6m8Zx=we77g#R7=7WoK8#MnaKyh)j*=8OK9QR#5Oy8hzeakPubMCj$>0^{(>K}b8 zWU2(C_$+=EljU6Ku>AJB=y=Ceu%eVGW;n}HsJMZ!0jx6H2UsyQ3rQxK+3a>k#QOg8 z>*gWcAM?EB&c^$-Z=8%TJiVJi(-f$e+W+i6lyZ`CQE8KL?Zt_0nk_ix>W#Yt*Hw#< zcE7zix_Ho9Bbe4#F}fJ$x^`d!N-nx|KiN;*9}FGLhumj8UzC1S$me~#_fS?OL>Qio z6^8AW9V%#jrrs(zwKoWqc7V-*qiY9vW82cr9XaO?y|3{1C%-VMak4?XfG=K0^prTk z(Zu^(*^pqzpqhq*g^BiXs@CD$1OJEY(}nN^Y9r6aZn@l5C;93f*!t$!R>tnrQ-?c2 z*dR0dzspyDzcu}()m9ioY})>FcM}C_h!F06lc$|C||^kH}i<_dNIg{a%+eECI!m02^>I zj_cIe2+|OtLQ4~`$J6i>u{LFsVmQ-{y zVTe;JWgRt~SPxL(Y)fQ=h^wio=?KVKQQ-|>WfW@i`J1xs&MnqEGr=}g9;7SCcs{Tf zGn~vGcrRn)*$l74hMFcWeLy6L$BbS2c*%bY_5{(q4jfJjJNw2jk+s7 zutVi?)!q(c|5F+R?YW@G{bh*)pH; zLyyB^v#Zt+RRNg3f( z&~(2&pS?5H^%HDoBG#ktT0m=7;MMcQQPWna&cLp{1#@=;)22>6(oVDSEKtvw~x);VcE(LG>^B+b=A2NG7X`R|hshvF8$zO%AEs z4?o(qcA_cJoC`pg4i`+;Y7lFO8WNjhx=VyjMar zo~~p0Q6lDbL67Caw*Q{0z0+qG-yH^S2Hog#JH42ecZEkh+RWWn_184S1-n0xttnV# zqYGzDoUy5k>-&fbh1F-MZJjL;5-bzTut!yp0wB?~mQRl+N0d^BgpGr;)C7>$M3-j) zI9~m5kV@63sx!H`&E4E$Q9T30CH>CL=Xvq%V2SYJ4o(y;2{>G|ao3y=cm2DY``T z^g`8DO&4*wY}plANKYBnN|i@#irDD3`fiK)(2FfH(BL}i4!OM010X-K)(aGi&Sx#k z@}Y;Q#zvo`s5$HL5dofG6o%(tgWS>W37HZy)mdwR-*eCv4|8rwe|o~#4FcGEv*7Ko$+D zNuhaOHZ^)drz@GVFk?i1BuQwipB$u!!{^#f%t#A}ktZOsTR$u@R5!GU8J! z0XmE14)fJDN8QR&A8)*b^#glk&IajicJayWaoPQ0@B&)onL*Ul8~Gd0dheKmg*t zx`r<+6Fm>JboOp1pRhVcE$_TUg1@?mvTR?vptY?n`=yx7ApsTb^gJmnD#aFutEKL| zLRdAmHQMlAEfF+Mod+M2kC--G7WCEos^hxR)7vH&6)%>?@Al?`4L1BHC@}SGnlD}% zJ{d0-Zn#;TI+!nJNhlYMvb}M?6}1((d70b9Xc3G?OdE1jZiEX#PWsip#|PPeCTfr( z?CtU5!(6H77fHRSPe42F&MY#0N&RK#S*W!@ER}GAK}GdyuVUF{s{##D?DVcYN=9fO)FXJFdYpU;-Cl~gPY#_G}TLa&l1zAzIGxuy{4vo8B zqqu|~B_yFJCw)b?kZG}|Z*68jkPxfiMl&@E>u2B_0jzcnk4V^`;|{ZS{e#seAUNd$ z5^-!*^qPL?Qq1h2TSSJ4UxTa5&l>Hk=NLlbAoPIsJ;P(0p=I7{X5#reDvvizvi|-1 z_Y?5F)#nPNN2EXh34)^~49DzV+Pt^S}80?f8B*3m)M= zEo6*b1t(+K%m=?rcP;MUg@gQQ*m^tv0U)M-_`H?1Z#TB_-At(A#cP*x=s)fT|MYhJ z*CEu0`yl+m^EH1E1TcJmV-3gnIV?N?@cjVc z`k`hi&k}>jyZ!%!?`MPI`-6Vt`wjoX_v685y~N4CH8K4>K9KN57(VC`;WKaus{)YA z$tgD*cJP<_lnL(o+Cu%j&f(v(-mTbhf*Q8Sw2GbotqVwsX%G%2eY0fn$G7+mQ^2yY zh67w!)-zS1hQB8*nVOhCHk3ZM4kmEG;P?MHoBqcGD;pfeb8>zYE_;dp!*fFD&`=PnKV?xABW6k_r^7BjU*10`775PZ|b?yJ9Beh)_laTdn)95n!+-b&SDhH zNl*Ln9jUJVOR;L2;FFz6k7en82Mdn@dl%ykIHbR}6;H(sz%}5h%Pth=!n2;Mt&kB! z{Qc7mry}XNEd>HEmJAGDg^P#BoyVxd^FRK~!$w$O!x7$8J;$bxGzTNz0ET#yiSOOj z;ubIjuoyBgWq~J@(}Md(=%+@I*7S%2GbV~bjS?*hcXxM>+V3(Oo$y4%rBAA(qVPvj zqB1gdX=q-_yd_QK+s2Qd^bXNelCTgf0`&e@CMqrVW6prgUv7n#uzp30(Uo_aTl;1H zw6QutLUpDu6v{5M6+h=35Q(f9Mi~%-8?x9S*KzR-*-tTze*_2xgD=#}}ZCr(1gQKWQpjNx{UfGFUr&(E0XaJ3XPGmvjQ?IYhA(SXMIy!n~`b?CrsaT<*e{|XI;9h7GKIoT&^@# z+VM<0KFAKL-=EVo9u}sMSs#X@YX1|FaAFlnPWzBBFNUh_ZAcM#*!KBb zgKU14%*+b}=tPU+*y(Ee+Ov}QZ=V?$wVn*UsQ%hS>g#*3zs9vu-FKDGclva49uO?V zyh;iSjVKeb-rq}=GV(eNpxr9vY1`BV^1JTKgA<*JmAQFlWhI9PNSs&z2dsK{SgjMI zTacBn@LtuJIS2@;Dl3Z($aH!DrtlVcQqV-({nW3{&!=C$d|r+_*w>deJq?|yFb*Cn z^f=pBIJY*sg;&wklu6;X&H@X=i*K`Y$is?!QWVZx!yg|!5m>(j1ph!7!Cx(n?Tj64 zvf1x&aB!$9mo78`WEYG9bFF8;XfiXdZh@}#r<)qr?M9=nFxoT3yBm+wZJGsy7&Z)i zhkJF;{_QjK&xb)~GG<6>!rCjid@glQ;F7`&;d?Lo?bwKBYeVFY4@Q}Xqm(xi8yy|p z{55Nfj}x=hOmHt8;p^A0&kjUxwv@64mMKN`!Du+w{dj#VE~OQTOn$rF8gO>04NG|4 zLVS8fB)N#bTIyRAECejfD9((e353CNx1i7q&h|noFE{;SIyMum1vWbxn>;QHh$^hK z)Ia&?s%c0a&a4`}N>TNAeIo7QbF6;pbSEaXFean9V<~Nra-ppNe)wU6l zVK#yohslM)PXI51^V0%rRq+&CV2*h}@mQX)XiB1>La>4kyDWrgdne>IX2o`qTz=`C z*Rs$T1s>T=-uFgmFoZv8vylqFa-pPw|I??ur>^Fm5HHy?ZyblI;KIx2w$T;jXhgRI z)6N0tC8zz{SNYY;V>2@YH*MFEh*pAeAXkr!jJ%#uA4tiJIs&{LOa{;@bLGz+hNoxk zD;GcJ7>mw}#)ScgyrS-b`_GIlMPiW^Uj*(%9dLIV2dRn69sRpP6_d`K>M*mMvyB&X zn3xid4i4r&TK%3{O%_Mnprc4!!72A_j$|`1GKPT~0%J&Zdf)C;8JQpagP3Cqa+5T` z)AEN94z7}JUSDivywpi``~&098=?j<{(I9ERMpnA>LxMA9Pf|eu+VbEJG}v#h*2U4 z!h9Lu$U`2-tXn^xYlGQpPi9J#B;EY)i-^CD4SuhlgObg_L+@1$F93ZDlOz#zi-w&x z?a`-vfa~EYNXnEiCRkG^`)&G%){6E$zz`&-{bg`}2gp;0>3)e0^IyHD6QhYfMJOu1 zpGON}vb5Yvey1&8^u0{8*~1;gE{YV?@m1ABpXxr9)8IiT5vAfc9d`b}#Y}~TitK`q zJC-8gI;PZr50yTTua_s`wnh2i~63&-gwmA=%T=kcE`L@GjUUV{ED={r$eWmLP|&B&XQa%Rqh66Y6mSVr7^qxA$^|qm72T0(zqXU8* z1+&gr9jXq4%+3o3I2Hkcl$jdaD%vWWd43^c+RI$Ih{cZ%o)NJarRKN$aSx^yWRZBLU+WQ#io;O}WA|`4_2W5W z$H?RNQn?Tqw_zUv+~#B#*ZsN2ZjNei5O9AW9y;4fWRZKH3Ys#%egm?=srjXpAPemM zf%q{)9i0-kuq2<3o*1k35SBP3z|6`9wI-DwTSjkU4!6GF#v1NwVozY}key0mJi6*v zqVD7Rq`;l}daaq3Tb!B0HPjDQ?aAY25o280nlmo~3N{}k1yrEt;bP0Q`$wwfDvoN& z7r*7l;17;`eZ}~=Fr1%g+p6H1BNJ4&JdI?_o8e18Ta+A7|o%g@DEh3HRoKvg_+4m&b9NnU_aIg?!7qXWb6jDk}v`IdN44^DHq&vvgK0 z#6|g~t*5Rg-^R2C)fS~Bb&4AgOgtKif2MX{<$y4Z!N>++l|06KQh~X$brJ450H%?r zjj)YSJpmjlja!sh^Tj%G*^qBR%0%|WFQYu)f>&L3U|4B1f_w2pb};EG77R`?dpim~ zOguLTIDF8D6aalPbUsG*MhJq~`VJp&!Qi4zKH?ny(nsRbtsAEe<)-arYA5gXdC@PW zq89v3+l>o5@Inpy)IN>dv=CO)g|T2vhCAV#spg1#!v zFpQj|^ZLl&Qy)rptT9YBYy%Z)C;1B8JxHCDw*D7L1_69j5f^aGg=@yCXoBn;@XJJ( znaZk%JnPjCkppkf2@qHariwM60>BM>&t)SKdSF8PR;TFJSKuJFZi?;PlPAL0@;~l*fbe+zh3W;i%dE zTwNuBeLzYmFd~P3l_z8e;tmfm_U@v=bKP$`(<>}2q^ugDZvmQZ+KCWvsXuSr8CZ;#wm*EUXLyqrj6Bv=7=t*9m;8`m59> z6qKL5v7J+SLoAsJ3k;H(4!`V8`^1kIpgqxVNh&=020(v-QoW(Ty*Z%bz9>WBbDXk> zi8lZ)J~ViwqP(#VUulwtwQZZ$Dq*~TuxF`ld>KQ!pBeoNrWr6@}dvwj>!uZkT>nJHS8E+!LuppUAenP|tw5H@5c}n&w*l+@h(U zGn5pFhyb(evItQmc^4r9brXy-LTL_IaP?hJ;02GradzkU3kDp%p{p1bIcy<061h7T zN&f@&e=$+!BQecp`Z)T9Xr}{R7~xp&vE8{ZiY^Q*=G_rHjz&Ca5Q+&ee#X5l6tR&y zGQiSnL7oCs2>2{pF@xvY&n`yyGK+V>@(mB(N9S$TgEj#A2ji5^AU=0A%J3F($TueG zGrvlm=vz_x=frbsS>Y_$In2hqkPJgoI?Mpb#F3#h3Le$FvwQV_aQ>5D;QAV0UGwp1 zN%S;o@uKeYUA`x=Js(xey)!Omhm9kDc7DE}17UD$UeW{CXyu1nQWLkCW~(@VbC|}3 zJt&dtzmm%uW?`TPP9ubd3dyG$eS9qNQB0MiPyhA^zv3-UgDJaa#FNJN0Ud+VyC1l* z6TxQxlhU*y+(ZBQ=4l3|uFcDb4T2QYPv{U#*h1!XnZ|nE1f(#N%N=oX6sMKLzE*(q zHWr?EM0l=CANniO-SYqgBdqX~*2g%8gTsa|Fl&%+hy;7E@5b5Dc1qX=YihDtSa{k4}9~Pj5cgL!tJ=w3@ zAZ7m|s$KCDPDj*S(zD!rrwowBcTa)=?o0Pi&cCSq8&e2G$Isxw)Qf$SWP=6PAGihJ z?Rm!k`}ILK0dDw^1jIFxL1gROtPR`^1%L-rYUAqAaau7;W6Q zh~HDr6~<7ou9>HeHFzFIXQi;v_mi%a>(uO8QB=Lv*T$7H(H;Ei=RY za9|3U&3#ht6u?fpE@p5acLlBrzmvAJ32fIqF2VPNvy;QwWl*@e_TLTGN)oD2SM>7w z#2(ZCrv3kvg3*_uEMX*q)98zh~7?hLyYk&MpW0U;L)?HdCIl(>xdCmi)i zFCfC^U)OT7bT$)l4Y3F&n?zqlTgTbA2^!TDUqx!lx7Wv=<)C-Xo&lJ2oGOM=gZ-`w3L1q`SClY`Ex(+y3(y-EgF{Z zGWQBfoUm6byA?nJy8VW@V0DvaTj&V?andyH>!naWiB8M>5^R3{(Mo!CDt$HFy(wu~ zI(h~}dWjx>UDhCLs>irioQ!fHbKY0DIc=75I+rPwSh|>}SuH!+5kV(0i>@p&Xo#g+ zCy>FxGTO_JY#+~?`5Di~mR}jr3HJ2CK39%^Z{kj{{K9O%HtnP47X~%BgOvrt&ei6BFfa z>eleu37(@sm__y6*Ai$GnMcrlfo;P$Po!5E1ukUd6s?M}{`a$~6MoyG*np<{;~HiARxtZ$-gx0%VW@Ddsa@394@<0$%6#D$?Yqj z1dCjY{ek{Z{|o)UB9cq@8~v{Y(EonT)OR%=qfDvohv^TK=Rkd}U!U6^0m(JYE$I1= zue>kdr5`~%i@emejr|KR{I z2)q*rc{{y@Q7I_=H`DSG1h7qz7*5jzo4itH+O^eAT$i^-8mS{*yhx&$@~ZwMGzbFv z6|t(Q zL4Lw!PZB8(;lm2P@=r@B=YAG=NfWvuRO)0SN6R*D1|I_1lzAbESdExO{;ch}bPD(;Y(DJT$>LAK_gxBA94 z18>h<;=LifEwpYqGB?fZXr#nzfQ7rV`vC29aM4aB$#DFIz8o%MGfi|QxpGD64K>Nh zFR9=h7DXmM31XrWc%uFyfhFn^q7FM287Rkfj%2rG#(WyKK+R``&RA1~m0I9T>>rwY zp}F?+%o|Y-Yo8ioV5YMfCtd_vRy>-~&-snDsP>`fad57b`KSkyzQs!CV|th|5&ja1 zU@#r3yWeeR@wM%nF4oKv>_Mcu~bpFJUN~rW>5!EmR%3?VZ05nae{X$mwnid=5q(r6I%1C zUDEXukQ))|{$$Z>ghtckG(5Y|fh8FV6k}g3EhK%z4(`8ud3K1$oh!C_E~`Z=POwf- zPA*XwSHLEDZwtp__1a&$_$SRg!SWvhfFIzhQC8j_$`W!`S^``K6{@Tt=HFN*GeTAyj5 zg7JP>rog)=5nz3ZVxV&mUHeq=7 z1sRpl0Sf_-ssv?0dmn1Jgdwi8n_9!5rB)=Dw(+?I?GCI#4j-IKJ- zHA-sSTTo9pjPTUcpBnvu-pvc6Gs?#`u(nbtm+vP*v>CB2RtO7fCXDHSYHVe=_yR*x zGcY7Q!IPvo(xm7Zh-AE3)V~?n<_Y?GXvx+Cq!s-(ckExj&emC8xMbWdI3bCXNROOL z^SGO(IVX~@0dRu!>vJUWC+hv?);EMHCO={c@PeqZP*Yx$m$R)!<)0{x3puXKd+Xi1 z?A^eaqi*-8s`|7Vnn|~^c4ui@4|~BvIsI|jloD&+;pLkUz1DKXm+6c>#@jzsFBMbt z>tc>z5cPR*o5IbjLHT z%jVspYgrhu_N0h%zRHmY<8R;6lqC%TkFO_(6|&G)T=sL zo}4J4pc}lIyT4Z?9qsd+;F<;d*y+SQ1w?t-- zB(p=~X?0!nuCep>cNOfNJ#YOm4hs&?mZ0^iKN%vA3hR}igp&L;VSgD(5wZ4g$LAyZ z=S!1$4i=prP8Fr1p5LFUd$)Qfp58DtdtH9`4w%Q{^h&+Tnt^?;$|D*>>0wrte}93R zkZ{kvu?xeHhPoxbeRDrt@MHAkbcP5BG1h~R(STE`P<9d|we21t2nYi<#nb{HVtZ&*{w)XFb_eXQX zYxVcHsKo}nmu7`@e5!Ae8@7Kycw+?)PMqL~fEvn zZ!^gk9EHX@tpUzNMV*g~3Dt)T*ThifkUG*L8>X$xblBJv>2xFBGd~sv3&?<>a>I^I zpi=k<>+nFf^*r~gNkgIPCmK(N2u{IZ5rJ-Zre}F3oRyy$S?jAA-MfTeg^9#{hw^ME z7`V6US9$Y`;f=PxKR_c17Te$u@EnA&DpappS}uuCIR%o8PYt3rN*2mQPsxiAFdlvp&DwIUqQvrB9YAWhVlwc7D*yvh*iJ+oNseZy^NJenBePrLiVq0) zPD&~)e9lkA=+}**eBaPULI{Z>WUnq1;bv;BPsG)%v3Uaaq64xjWfs6}4bd@pX7>4x zwr&5e@TSemm^b!64^_=SB0bebu=$Ag?&MXQ2|rANYd-pT>q{qr-&X=mKQ@LP7EsT_ z6e}+@r5&|Kr!}jX9h7JDqwd#i_NtTP2TufnX9Guw{PO#d_y#4@i}x=aUF)bqH)s4t~phEb`EbQam4z zyicRX*=ad%13iz-m2J|cr{?rK%C4zs@|$I<`A_ke0^Qdqxu2C5%LHi(}v7F zA|K}!_0eL9p|pBFXPLVy%mSud4eX3V^#!Th#se?LOd8P(l_*$YI$*4~f4@6~KnYO9oD{k-3!YHm z!+4Muu|oDE*y%RP_Su-?yqs%fI zrWy2?-N0Rw$9`&0ulZ1G{Wz$Fy{Tnm^fE_xC#SU=XKOHx0K&6&QN%eX1nSVL(5|?f zVdy7ttc6DAISPOcjV8(8d=^)!!e?n)c4%oetWp-}JWbep+klac>_d19tO{W--*5G> zXfl+)rf_W`a<%SrBUz)yrac!#p2IZqe?-Y_`QsXN42N9<=lYROoh^eG;@`(o z2!Gv63n+fEbB`zB{i9%B?6e%})H6bnI3uGclq?4gu2_!~;dlbd0}w*PBBz|4a?Wx$ z34%k4_?o3Kc+xv*bCq8|6F3ZY;gyl;KDQGRN#3A-QcXOX9U8{Iht2TiyuTQFblM;^Mg{JFT6Qb(wzmnF~wi)_n?Izl4tfDBnH00p`=cw5ga5sC*Y()p6rH zm%({ryz2?pkul=+c)`mOyfs&T-x&eVU$2{d8lxm5Nf=67ZhmPCkJz0W! zRWJb{xv`M?Wd}^uUfIgu27*@azIR=?Z=}&dytqP<;@;R159POGqg<<9=83f6PkiZL z#KMyl0{V*}=gac?BrmiC=)`6OPRexdYBPZ0bSgdtD(n z4I0Q@)mQi-(suTU6-Hl~2yS|G>GY?{TftPmi@qFgL(xS{5EA}ObTILltTsr3fzNkI zkx@!eT5(mXlc*u7w)6G4i1zxP zAi^^EPM;jP|D98}ojXg0=BR1zqa-PTHM#KDc8d&GDG-by3Z+YEn|`A4DH6WVt6BpH zggM9E!D6on{kK107x)9ZhZdSVy>ZR>d_Vz|vgEs0CU{GP!GU9Rf&(Age@?#*$HJn6 zSPnewp<#h~^5@Ne7E{oTP@>TO>5G6I9|11$mLtgL)kgXHU<4HC6HSc9Z-UFAN9vZHoLRKvH$in!Z` zgEyY#YdgX#Wx0A(pF&T_??ka<$IM4}C6*hrR_ROJ*YNB~!&ue4f0f<6_dv^#ok!Fc z-Sd3(DX3mcR>m>b1>O1r@|dw<94jv-ADg360;(EuJb{%moH+BSQQTM?YeEh0rRKhd zM|#*bbNsjk5{(N=&b9(auXR^A0h+ij z)QQ803TV;I{Q$nI16V&dhhr0U=W+Stur3t{DXcEkoz<}|IM>a|_#@NzAu&)eZVeqs zv!inH{wSagctwjDWU*D6OBTqm7HqxP@1yn0qPYjLBeoeX81}*xf}6vn&^s?4gN2M04y%3n9`fd=Lp#6Smf|x2HrjA z3*G>BVh-@6?bT_rcfq8iVOUPlDPB1?=d3$2WyChMVw-T3vES(6+Rsss$q0HfhxCDs zbeZRkYeUtm)l&YMAO&;s?*@Z#;tB?ozMQR()Qbn;SAs}|Jdk3Exm{$KB;EAd9g-hI z2@&cLb13Ho;#o@^5!%;`U0lAD|3tQ``qLw@Cye*pQ_QXXQz=X_T+0HPxP5Cp_aN0^ z4|zpI$vWutX>_mXN&6>MnQvOPb|1}4(~b=Jp5XB+p8;qA{XU_N-7~Tu@JWTQE}>oe z3y4fob4r*yKS>nDuuA`80Z7b>E^z*Of_cN{3ohhm0h?5>5*tAkU!ARdjI21m-{P+< z)4#@}{SpK2X@fgS12U?dgAr0(?R%34$fymFwbg{GOsW+4XV|pTY+vIGu*yZ@+WBZ3 zZJJKilZ(IFgQYqA)WeC138NT1)N<%+m&Gn#7|q7*EwYsSxnDq_BScULtWFjBs)@*5 zKW9T2x*Y?)TGf)r0FeME{H3VvE=p2d=KguF7cYxur8wps8$+-Jn!ISAjFvHf!f`N} z4-_)^Tw|9K<~VP~!6^V0{+6CBliBFjltEHdB)fpI(wMVn|7(-xDDEFk8UokQzH;8T zxeUfakpZeVm29>pKKloug~ELOcQT$zn%%NCvue@h!(_i~wPdxEgm%jK`!2GxR_OUB zFG9mCy_`eJ2?84Gdy8166>+6_tXd{K0N)%Re0poF+GZDC50LIexlnJ}SDTiaPz$wp zhZf#)7iRw1$r(U_#*?d6f8C~*hB_y3sd^Vz$;3?L;;I$`n}D<&#c!LyNUye(hy_@h zR9OZ~x;SdVh1h05q@i5`Q74R=YYQ6$1gql$kxA%5Z0q_UM7-2J#+r)B(93lyaXi z_VCyz@Yt<;`zCgJ#e6poo5#3O5QF=+@MdiAKw{bW_2<_aH7ldJauQX^xb))FTX!xe zQo8ECtZhU?&k;kmZ&bEK28oDTN+LG);%!ea7V|@$uiv?QrFG!qayz~e4>zkjY(ar! z0|!^XF_vVzSSI(ks_t9JeZ9}04qM*Y{|B`|)t_pC6Eud=Cm)@hnL6I}*spYl_WNG1 zkadIWUfZS!Dbq3L{nVuo82)E`NXx^hcc)@R!M$cRwZqM#S%~(e?^n+J`QTEGUw+_W zdR5Mym^YC9LpS&?=Dly56zG$!`2ydG(dz&YEJO#aLH0#BhqM;BQS6hhMvQgt%m<|- zw4C@u|EdJcb6p5SJ z>4Lj*f4EMufr2 zBrLvoy(4)uvoGUufc12_vPb-v!+_CbA%59sZB^0Z>YenG7|*P&&SnMDeuaJ#Nh;Qi z9qg9NQ%%(mw)=3y@7W4^paTvsU4`<$G)BvwL8i)XghD4FW^J$4y-j1LvW#N+Usz7o zQ7Tw>Av4b3)J>hVMMTKRXO9bS)Tt_0T?i#v+2Sh~96nCNlyXK;$k<{hEEqp5zJ;e$ zU)oUQp=AFsQC#2t$%OfgU%YPSplIJM+4He}#xwHi0|C_s8tmi@YwPQ=PN<_gJgpj@ zd4Tc=5jL8;R|F3Y2q4CT%o)Utq`)*Cm=%UM_qW!b<<$tPuk1#e6(_Qe8Tt{IW|t#{ zNJv7yNQ4EfxJlwR7%bc7`CeW&<$oE12o-VyWBIIwTykyAG<8{Rg8%= zCD5%Hln}xzMLXEkb=5fk0DS8tSOzC#*DdMNm|bi8#{pK$eavu!kK=`{l-TRfMHw-I zS{d>B&LmwbwOP5l+QJ?e8)-6=9aEfJ`+qa#iVE`q6<%c2Jy8+M(nEq?12-2CSKKi4 z@oAR*OvP}fYJ4bG)cOA>~N}_w}u=1iaOUowDPZUt2zr<|$#VmFoUv!(D$kNSRprI$AN7 zlY`-^T|ifM@q9$55OQd(#>mnXwJuy9o?i1MtG8%^QONL((z3uStI|hGIJxO_$21cO zJgkP41siTjc!>wvYYx_D?GYiSHITs`r1NL3X(4M&LOsBn_{JBhH5VrY)oz2D+2lgQ z$Zd7~(9YoCIsKv6=Eq?3Z|~W&?kfSyl_=yC9`D_75}xe!^F{sxuEBI6?OIMxkcRMz zJ%54yr*(kJ;KeNwyHS7&sjd2CJc=c(Glb`1T&Ec!N$cZvz)|d!VPQ z#j}6gj&gr@HI3i7Fjf&-Ygzgvc0WwA{&s)Qf?=wzXp!0rj(MvoIFwROi6n#`8!w)P zsW%%$cWI0?yYlMoc$UWImZkR~s`(R0&;f;Ze@Z_}JuaS79g#nNDWaR0ZaXD4z)e6c zNQ%BY|A;Fc)MOu{y>adkt(8NC5Pf829zPFm4qUME`lZQ*zhP&up{K_(2j_5i7+InT zfgrTeRE4o&^>b=P(?&@CZl;Qa&1qK*rsgVeKmGE6}dmWt#VQ z2qLO{z4ey74`(+xyH&V9Z zRW!DD#QfEG68(W?fUW+6eGOZPs@!6Xb|{AAev>t*uVbU|IdG_ zQu!@`YdV~J4H8>OBydkIBR-8QdY{5Eg+-0VFlX#cxhO8Hj26rehwD_Xm->vY&5TLN zJ3Q>7t{TbSv0}{svKsAUebyP1xE5Qz&fCD}ct3#k&y(W^ayEcdArf$bz;G)7L@-UA z{s88WZw-nl}j>_Bgh&&sDApb{{cB4QjkQ}78>+L5!j zZrE|RVgkigB}#R96@D7mCm)kSYk>u#$#@d7vS6+CAH-E`@?bEE+n8V zbw<2_gDbhXiCmneNz$S0#RRIs7oyB=GBAv;<=7{*65R%Fw*tG%yc~nU$<>K=kk%uMs1Ikc9dF0Jtmhehm9F=gOBI&H$&VuiB)n@x#b(M=B z=YE7mOWu2e(;jEjC7VKq1t~P=iBHb04(eXr7OT?xLF% z>;hi}Q?jyvT|mV=1nzpzmO^Drh3lh-FjS@6C=0}jQI}2C)NpYsAV#maG^u|f7Fi$D z>00@;WVp;&JayhyEzHl)6ve67J>i){jV=!h4@W+@T7Qgt6T_|2Q!@}+Q3G=es7H#} z3wi#^0n6=CLbFs@_a!SoDCi--`w=zF=T-IkJBM#rO=cK@rv<{#z75xQ}ka@OoA(>`){-UpA>PTrG7R%-XnGqz-JSFcp+|2GD(66?(wH})vGXcR7Kwqc~?S&{!485Zx*IEZIl2*S5 z7JvzVa=sEpoPF^(JL>;>#Q3QP!$7d}%osXvZ5t0Im8XH4d22nz7H`9DFDW^h!6hYF z0IPrVQjw(-9zE?R%hpoxKnYu5&7|Vq!zybgMaDm?Luw0uRfjxJ=yCrq)uC+RnXI}0 zp*nO@{g3L0&MURuwgMH z67r~86HJZ%Z_nj_8*=z1!ix8lyMw=WrlJ77+-Vy;Pe2J6rAVz@XH7vefy2( zn1yd#k08{b%_EKY71UvW?Gcxp6>HZhmOb2;AVCkVy`4Ys$qVk_q6mRjR8+KcMe3{$ z<4p7VT{Sj)U#S!V)_-QEC}929Ip+1m{%|o_?Ts0)b2J0hM?`N>i6tGI2`zsqTn>t3 zY|gvWG3X?`qM)6EZ{uNdQ+VF*zYw#B2Y|RTHSK_&Aih%yJ)P z-qckFxvAcpPDuDwP6$!#g@3PfW zN7(b~9!X>4ZNJWEz*m#%;ic!UMx96(BwJQ9Rf&$i=@{zici25P^YvRp^nzBL92}d!`#I>a*?&}vul_%w{%xBtf?yhn z>}z4I->84ff1v)?*Dsy^MEwIyj>t{h_Emp~5*rNluMR`~zn@gRXufO_IqT0)DFdkg zY=HV_hoS!UeNS3o;+zEaZglnEsDE`B>OUBu{yYCb{g?bk{Wmu10MtKKdjDT-to@!G znYhmPr+^>G-p+DM)_S@I`f57u%5=T*+Fzc=uBsjK;N_3%84KHPyduW>3FG_=95}^h z4uU#BbRB(wT>JFP6?RaNx>d^^RJhMxfxa!cNy1;b$7DNzBCAuToTTh9Tk6ESVYNMO z+o;svX2*$+A9dcs4Ft;`;IjBO3m?DlKj#PjtDrAR4GZ^5*UIHN>69DX@9OE{86iNW zx9eDGCih2(0EX~qwX@O5EDgIH73bHj4=`$Tf~|zlDsyMWlFur7NV7raLQy9joUE3i zs;W6SVdd}NcF{0^bJw_QNoS9{KCmPVS>jR@b3qLs0tTSk}({wNl2cQE%t zpb>}PNHOM7OhHb)*3ixtD9b?NV{>9q_hhTTWd7>ne7W}u!%bMql1KTK^@V*>B@V~K z%_(UdBue$moH6=Rg)BW5MWSuu&GQ+-LgCF~5n8GQ{`83q%Ra7UHB&U2oZQVV;-@vS z7fg=%&Al?%&&B1hsJD6TF(=ejU$${*P+HDb+|U=iB<2T_U$wR52GeoWsAwF4Aw&?F z4OjvoV>H7N*rC+F7X_|39#*Uu{2YN=q@H10`G^E0!kA#Re?Z?dSNVhX@7fp7&>m=G zYMM(<-kMwbxbf`gf=-i1^&@O4fdi@}I4_<2#>Kr8L{;0<8w7`OaFCM&%*ud3=f>Gw z_-&u>ZDWPEDjL5VD_1S^SGk3EfP%Xciy%%o$Lgxw)N;Ftam3f@?X_JRCwnKQm$2AS zc-uz0IOBesIRIvKeaF`zq>VRZ63>cYLzt(KBKhFq(?~=Ec3JHA5jTi;3=v0Hi+Abu zE_;mKiK9&!f6@M3{vUa78I<+AxBUu&lr(}!H%JMJbayvgbcu9IryxkDl%zD$Al;qP z-7O8$4g0)Y|8+lW-D};?dS>?CFZS$L4l^<^7w7N%ed9PjN5pgm8I<<#F9kIv^#W7U z=}YCmo02Ti$m1w#dC!Qv87C$thjTjR6>{tOC(llt?DwWw1c3wQvs-_=-GA%~Dn#J+ zUZZG|zc5&&#>g(U4fP)p4nRZdS5DY^qPPu>yhowwqQ2c=_Qs5p5vaSmzd1x=8Yw*? zMtKTacpQ8@1>i0bvuAO;y*$cDKqYt^m@-fv z`yt+oz^c}4RHv;>FNWXxiqGqd7B;{M#38 zv(f{?_;|4N)#tY@8P9QPp|*BN%Rpb>Xoz~J-Vng1iAQW3H0 z;vv{d?%bfbA)I)9Uo{i=E|{iBF~0(W$H63B)+G;g`PLf{~7(O!eNr zI_**Zi}_!@;FLrvo=#lj>^n#2EUlJXuF3Zl=pV8?H)7QjA(L%FQHsO5l9cVR%su8x z!)OeN_vh8k&)oWKV>45Zp=iOfJoo|}XgpPa245lP>CS|-y5KW!-pn?nLc(vl5SG`P zm5Q|F`jP-gi_+FjYiof-|Mb05A?D2D+!y+czg!wGidla$ptlM9gGpl_?T<-gmUPh5 zbAjcJ7UhhBf&^6}8l$M89A?=I^OWL8L}nT|1yLpW!RHoP-?3w2Ud3b>r4*y=SJe*W zF$lKh(-mYGrCCje_z;zkp544DQ0sL|ILb1eBg^mMWbl3Iys6wJ`a*+-EF25LVX}>Y zQSAB2C71fXO;g|Nu1}|=X}n#wKR)mT>;>+e2%cRX7XKakpSgTR_80V@0YLvj;i}PK zGst&ic@6j`VUmn#H)Fb)e}n#S#A*E#^uPKq=>H3-$pQ-fpM^sIZF2t$`k!;xPI6EB zH|T#bq_)`!K>u4ISmjo8Z%cOaPQ53fcQBMq`6~31;^*F#QLcC2v0cS6k2qJTGFfRf zyzA{zHxg5!0n)Q9mWF0D5~rplQP>c@{L7m;-4Js&$+tjPhZ&caCJ$T;R#+s3A8XdD zGPY)=HlO$v+Ks_q<=Z}pz2vM5af`Tx@1%Nbjf@ya+-1*wo+hwgpCVQ|>ZqS$(_h=w zaEXqnlr&P=$dWqrA44Hc8KJ^j--A=YN_Mm=YoRLo5)%`HIOPo15|eBHNcsn+DU=J( zOtG-hAVB)x`DfC9lsNGSqm|FzMnsE{lD0PC*V<}ZJxXZeaUSwJ;`L9JbhVEV@suIc zK5UHjhPfV+6^Z=bO(4RQYq@C|TPg|&AK3E9p+<)VwYF$kN=YHhr`c3B=k2QE;iKoP zhG_#eIX1Xw60+&}bzE*xlLL3!*LEI3l~C+2pWSF`8NTaR3*HO6X^35>8xAL znau*`g#uTodEpm+e;zO|*!}O#3n62rtk02;F0Rny9e{gb%gW>ZjAs*=x`+fk8nPSr zclPI>e0^)i99Sm?yaG0+qgj$MDf^TLeH^hDQ9m>7Ra~13VnQkay{tT3f1Wv}$Tye& zy5Gr#dzNm=`r#r+{6h!)?tKR1XeCi$3@$FNn^mgR!^P&sfohO)6!hTm0;nl)>1gnU zFQ#rDd&3o0Nwq?V*GwWyNlQcFWdsV#ggc@)Go2U#*M$ zC4;qr-Ftu-YC9g|K5U@SKI|1`*nTfJS>SdHUhU9H{9lZJu+Gn<`-}0vbbro1mcIUYm=c zx2<)0w0iLJ_24XAa^=U_R6pE|Qj8z9HZ+@}XqyVJLnO3aE|tIr)%%b*-x`ZB_=xdk zC(0Tn3P>;do7ga{|jaEDl+6S6H>HD!L6p)8_WUr$(=VAyq^%zas6ojPVe7fVwI_5a)_w5 zM~(NJmP9YmoIdja^+hQVW1!iGgBzbRU8f%SV5VKa=-1i2 zGwPAg=%iU39PD%-w_}k4N6S4B1jP6u`H9s{RmGBVpI^{$($B6?2C_+FJb@`~F%cE; zMfJbDx$QogPnz~@!Y?ZBIi`YXsrk*kR!F>GHD#IpT#cBl>w>OWbx~ZRgghSvfRsn6 zo!wFOqfg!mU4fU&gkDwqlwzd^z!=68r-!5ex)ap`4RSWS8CZe%dgLNJmji0%g{As* zsghi9IS9cN43SLSZ!dD_4SmSEc*_@O$C5kGT^~=fW#K(nkb$o4qzC4_e?b08#%m&u zu9#Gn+Y&lYQiSc0=p4#z(|(~1*ZQ+eQ;vr*30dz9_>i|7 z8FE^9Otg?bL_474@RDe@LM7sLYR^&RZHZav+W)~I8~cy+z1|aqcOYTm_Q;BnqmDmZ zG(Ru~Lb`JF$&fl;KmzUY@ISwC+F0-XLQW5oda`_^h3H1%zsXRv?-Qm0LPnbjNbGfh zLI%JHmJGM2r14x6k6aBjQnvKRcNa@zKoag8J@;K6>&yHJc$g@)Tiiay`oFs1dhBRb zu?LHl^!1}czz~23A{G;Bm0J#LQ_615`VWp4>egbHJ*l)1{~(5nH{fk`BX_;Jyn>4) z3dHcHcoGmWj#NpVG9_Z5ZVC&uc%;#vGmgjIuRcHwwD3~F|4R!GNUtBd+z5N+$iK2M zBy8g8IA8)vcfZoJl7?esMo4LklBPG-)y*wC1>*BFq>U4+jzCPe3EKiK(1YvsW7qGq z{fG{{pza9GGCcF7JZl>Pq=G|dqboJQJOS9t)0i$PcVpcGmnTvW5+2P3%XD_AxfET6 zl9G~boo@=ieFbXB>Kk|Vf;k46a2>z^1~5#2U#CufgldL+b3hSs>H zgJAu8f7#743SwIDs<4CMl2|;4wgh|oD7o$zIKuyg5)2if7yP!J?@VvzlEnrXP@C^= z@$@`KL>#wsI-kR=%7aA6JfN!Y(zoN&Z+T?rr^@&`%3AW(*VOoUlQ_T0A}#UqfE8&m%Ha}(8D-gTfY{RX7*4rIWUp<+T_^$rc;i7;IFl{DYi$(;&whsO2H zkBPN8iVtK{Q?g7>v?(2q13Xv7m(wy^d1A)C0qkwfRdrbnzRq0EA`VqTM;(a}S-ZN} z?{q^K1>2~OXE@KWW$k!J^W2)Resnd$zAjL=Gn0#VtlS7I#@Y=@o;)|ieo^$Oubhxh zPMzl`Cm642G!w&}Y5Jty)2BEPFyrZ==JALi~FGnMGCGx*?t*d%rC(H(SK4(imSzKG-pHEU>sroOQZ-VDm= z43I{9yjuN$-@(CR1>7K(CRGA?%71#}fC-v$S(>*&%v2H*lEOX8TR9_l6&>gV=s(C7 z80AcaLp&!kiD1RgBEetn+nhSxhQ!dr0}8Snl5P7ZOd6405)zT3Ms}#UjK8B$7=X7b zBL3YuIi%V?KJ9Ez?(r;lyZ1}l@yvQEnh|UxHfQ>gkqU=HFVKtT5>H{tFMq~}DweFzppiW;GZRs(63Af5KBc15o>R3@eux>q4JlW{FeawFDgG`ywl0%5MBs;f?vQb zR07RaPou7F2M>*Pb-4U(kp39AmkJY+iwCI`~YN8Px>9YQfX^Lo#ip=dKv|^?=7Aq8KP~moOy=$oN%-LE`+i*@))Oc?sr1zkkZJOHaB{Oa^;f(8-sQGIu0vCZxkvv{zB{ zq>pix2S@MOl@{&yF$}3ajzB^>qRJ&3qE0h$31h+VrI#^QTmrodW3<$Zf>1h2@U3A! zV@XC$Rc}mWs!%6q!1wdKFOSR$8UDT6xp*?`Wq3+f2io`Xm7fgxT#906m5wn9BQ=3$ z3_qw+v|RZvPj0J&V;44)CXQ7{uf}vCO+FL+5c>9;$7<%weY*e>=&UHX;kh0?(&oQ& zvjEAOxL+Q+8G-118&v&WadOYLGxK8ckTg!;62`|-K|)B#SDN4JFAXvI;6Z%s{d)$2 z<|06fLR#$uWWsGwtiBct`73_n&zMyT$mQYtLPNB5qg+1gQ!5h;^$h2m?6XV7@ha|Rrb-5)L zuEZ;R;_N5|RyHV9fB6=yG97??sPCO@ILKkkE@`@!Vkp#Cd=WwqS^iR=Z2TE8FEMco z1R%Z>lz==R?q4NN;;BOY!_)5>%2o)`QYqY%UEP|`6FCUPF5e_;OS>w;Ry_UjD7k#j zq;+JezMbH|AoXXftfcqn8D7rNJ%IaX>JWw@3YC}#!k}v~f_yP3Q@CmqH)Z|&Ac=;h ztM-CL-qjcXpn_nz@iWOugrcY{BULx2A3OsE(ynrtjN?ro8!?K6Lr3%sjpPrR

        N8uPyIwkd}4~E+{JlN^PkI(~K=>MBK7ryj5TJqZp(N+JL*6^o)_R|Dr=TN9c!k zt4A|ErL5DJ!wM@>p|?9?mY~!67<4m)M3`y5pA3$*4*#i)i}1(m=l|i4zx?p0KmJi` zK?K420OLZd7$y}~+D`{2743=0ZYtk_n9FItDE17MfB_r{5Fo)}n`PND>wBn0GlAbo zczY%0VbO1Wp>?CPC2l{Q^CFzM^p@rabIZz}=-F=zkRv(6W|W>pt|g^h8m9urI3n+x z?nw)pQey+l@=?%<+JyydTM*YSe z&dCkTA(4}aiL*u(fr0ZoN3#l^>^h1tE-*Toy+1`QJoS9}rYgc}N5~Ut2TrDUcL{md z=rKhBG0KX3rM!kAUx&k`BF{9xQ4dzb$%LlAi?uTh&?Y{pRSS4tZscwV!!IJvwH&65 zX) zaq@L^kQ!}G6o-xS`24r^t9QKLuOyjezodS>3}igOm7FO-0ny^s6CD#H{y7jcVG4i+ zWcS-2STp4p72%Dnd^kz;es~u-xAxlkW3o?gZ)oiqyKaqAe#(U zv?z-&7vsIAwJHXl^O=pcs${t=PgAS7HBN*rV@Gk7RZ6=7Ma#34pIm^88fl_u@aS>mTB|lniqOLLL}@f@})=Y7@Oe!zBCcRJeq>X3? zTOD{yujhBx$-@tdk=q83=!RjerT9fF;5Two@ctM1UvPv{?=JjBZLQTp3kN7ycuE#v zZu$1GjOn|H4_x3JxnGiD7E8`2k*PkeMD9#Ug@I+BX0+z!x&&D0{lv(%FfJEcjdMlU zHWTb}YI2(9ci|d=4)wjST$am4UcaU_Hmd7AL!^UvKmG^P^`8$M(9)-b%5i#oJTsA8 zFzg2GVv%j`s;7hUVT^o__5k>RF(8@+oWpTVRsV z^(A~J_2D3FDnI$0-%Z#WmJ|m9m+M(TRiPDJ0Ofxh2y|73c;G0)icP!w6b%z086CSR z+yPoIvKYKdTFpx`F24|PwB%Ql%;$ikH4F-s1261%gzN`h{b43{xjfK z7e}ZEI$wy|I)=dhSdk*%9U%BR8tzXE828~t4anZK-F(Ir#w)>F@-YR8sE%TFOG}pa z5Mly)8|KRIT?<-+3m2df92pxE;|-#79OBU-hZ1CGt$kZr*Di{kuR6E?@;Ea~ZM;g} z{7tfy$kxaw@AJyWs@RtKF+F=d+aa=8qP3bx&R2GtK@l%?7RsVvjfM%l)2Gg7N(ssd z?UtcJ6#Sym%Iqdzt1u<&u6sN#58})vcpmAlq7*XZXnV>HZitsuJ=!_b{N0YdUXxA` zL?*4V3xZR`cnRy7K-J1?T6{7dtEMcrr7G9=EbH^uneqVai~9G`Mxz)e!H)&T;0@%xoNSHth#GF7Zg12Pf*{xZ-T-)god;U7o) zY4GdZK=l7}sh0t6%OM^e9o_RiVga!T1MV2f z#4%R>n*k`dhh~{kVEJa5{^xbzX6B*|Ei(g~i!)0N_=^ZD8dQf=VeeB<=VCoF{kVH8 zP^_yV-nB;s1qGDvM{a^iuf^wd-k+@AAy|xn^S-_{HFQ4nH23b6+ggQUet$aJxAFzz zZ#7`OT3Vb@b&s3DeQ0wZH}SL>9x#1IEbjhA>$!7xngW6;Fk<6H5imZXIyTLkR_(VK z!c>BFP!_#yVHapD8gBIO8DD>$&(n!1+Xz5R_ftnEb`S>^q~c^_Od9f*S*Ho=$WP~} z+E1(RjU2O7<`Y|rT_@5Y>I5pR-~G*=><)mu2Kp$Wqfo7Oq_o*p2*%eBPkqavC>=OO zw7(3>)4-rC`f=a@TOE?l>frVnhp5PP$qh80H-w5Au9kh_blla-xP6%UtYyM7vP^_8 zI-dBwv5^zt4f!kv%w0m$P3IaotDnA9wN-|L+o)vWc4QN1*rp>WEi>_VeM94LP|LW* zv0(F@sPW1aNYA^Xz!iIf=DzExY|1222I ztLAS?ZgQU}^dD>Kl*Kb*s81DtdDG&<%e20}E1o!BOe9)hHeQ@Up%27am2vM;DdR%9 z{(RL+x476SDGDR+PPO8w+EdS;9;d_@c&xJ`d3U3~bEyI6gVn6G@l`}!CFeWMGiUaT znkzT!!|Q}r`^Hwg#v$&FhYAx`_Dn@3rh`^-(i5xM%}%UdTJIf62!3d@B$QP-fzP4e z>?8}oi%@np_kP^4;8)I&tIq2#)dB6bV4bx*s@uf9b!JD{gzgJL8Bs{YqeA^A&?1gJ zg0*}M%Pg9M1vDuGLzo?QRfP|NO|sCtM><(i=$Y4DJ1n_+v62n%hplYYGZc6AHVyX^ zai#Wq`0_0J+CY$3Jg*g@6-H<~QogicZ^Ll%P{Zw<;j$;>DnQ$SRhw@Gd;g&8HK)D zELnQm{M#~0Q+1OcJyDdKh~^I7;Q!$Lg`n13k4(P-J()r899u|I7}ibd;n%I5;2Y!84^b``$Da^#|sn6 zMEw07w&yWF@#K@U{3hy!@Uns;VwMk^^phyuq7;Sg%^yZ8KG;fP>rgN;L`~CDD~Cvx z@IjSC5k_8#mB)lb!$l~^lUqVAPMGfS<+#iG7!fI$$V1z9Dl$pW56-va2+kdeKa86C zy>>3h(y94W6eL&sb#iFH`#UuhBQyhebnT)&$bL8EZmyx?mD)BUp9CG-;(+CCxh$Hh z=J#`A!h{qBUb-_%tn!c++s3Bgv7*=G1e~;>E2omsI(1{(8&| zmfMBm6ir%y^xeUiH-3_Q>gn0)SZJQ#iQ?);(sOjz1=w>Lchq|MtrtapvHrzqqW)t2 zgJ!-5vN1CV+w!C#!XqHGg_$5!Z0oA*^Sb$@2ljlLXkc2B1JA!&8;iPpYAw;cCX9^FA+dwaDpZ50x$Uk zuQ@lqaq;+24tGRxsQcAv4x-oc?O~+L;ol)R-X>D%yhG#CNACJ_|77{|HW8%|dWB~! zn1u^K|7pPT8hr@O!>B=FqCuhLVP7Hs$o&R*5OIXsW3&8cOh!mjB_NF_8u%8pZa&QI zlsYJytR;Vx2T<5zI|0rSYT8d~g>J(EG~Z8eLshO*V68l$@I}H-KjjRFXcm2+Ld~TU zg+MR)oWDWL|AP7-Mh4uTLNpO8*#rn9V`h$g0wd?t24(Q5WF`mr0du&+$NymE10$yQ zYv11@x)V>;fj1SrV|D8EwOZVq$GEP)k5fHQ3;NAJ?!USCjGE&*}u=)_|2lK z`+|8R5!w6uF?9h`zDczCk)$RW(#_RbE}-I$0({CVot647ppp+~qwXK&$}X*i{`1DZ z25Yh2Me~Ub?Y}4+`#!)7dWdvS`j2n%!@NbS?~iHTf-}+=$Mgs7KN0zs2aE%4+fC_T zzW?9+XDHsHb_VRoxjp`0zW8sV%3rT|#2|F}DZGSla*8E|EV+qPuE$6553P;g9htbC zh&mXq-9r5b)tN&~ug&Wg2dF@~1few3t`PjNQQlu;o%bh+MGytezP@&I0ky07d3kvZ zYD?z-{0sfRJBa}TAQp4ZX!hSf3T(sI&=Lia%d?(S00>HXK+5+6d-9P2NXMH1EN~_R zV#J%zW>EPQv=0v62t~l9NsWS=H`t}tRNMj=SMspHH_&7(ic0;ZI9Y=5u_t|&q2~?X zYK}j1YEWEiilU&j!o*Y2bnCGQ)mMvY0ml`0e}^JT4AnI`!o_6w18ny@!`dZracjGa(1<^=qk2J&NSuR20Mc2{91?;?gEySOb)2bMNsY2Dcy* z5I3`rkKbWRBGy$A|8L~KH3IpcyfjfHfAf>OH3KvSBnrCLEI0tOs=$9Ut70%>ZvnY1 zeRr-=1-K5!Cnv|S!|IN~A$O)@LcIJp#efH-a)i2W<$0^X#F%5hHGxfV+equ}+ag8E ziOy@5<5qVUXOja!TIItoR53$;zA+wiS!E#(1XPKZ#0I`;*Q)nAx~)+J_+WtO?R~Q8COz7ng|f0J4@phJv1QCz3x1nrcRa#e zm{TeJ^t16m#~1DvYFU@Y5=E~CnRpv9yE^HVEG`~1F5HAZGkfQkQ{1_|(i@jZGiufs zl9y@CJRZMm70a!K?Ql{${*HNyO*bzt-jlJb6J(}KxIUKRuJ6rh>8hj_Hbo>VE3Q<# zo@~+tl>$fqvraZ7Tt91$(?AN287usZheHCO#^qb1qgCsqbO1Obi~_3pYbGnZK|j}9 zI1`}19c`uf6JFc`M#P%0XRhkLMzafvg<Dq-y()nPcY%D_xBb?KmR& zEanY{QU&qysjGr<>CE6eD}E)Q$<89{$`|f|XuJSVOsOt`WD``+|IkIk{G0ds%a@k7 zxT%yAodA*>Cy4ih$n4M0a-)c%353AtKTSa_%ErdF4h)HexKTiP#<7XIL2dg)`?_O?Ko4U(vU1dV&?PWyc4ARItxjJ&e3>GBO zh6W@Z`VaCqW5%}dKxcc3nEbN`;-eg56KJ@*nQ?Zh+06tcL^K2^_SF&(f}r+l(s?ys zU6ut~)b7glZAc&7Aq)^>VAcKIQu_p0YUeH+ISdGda`;;?8@I&OerNx?+=tU{^N9t< zUmBmee^Wj%HQo6M({t|@=S=M#9GvKWI-y}1B&kD?DbL!h+O`iw3@+YB4xX$6sh9)B z6``%0XGHgFLpeAb2{Uk3dR zhk*8s3@qa37?FzP^}4rF2(_>{|0Ow!be}ZBR`k!Oz*R!CLxKQP?zQ+#f%V zQZe=Q#%AA&%h;mB)Vq(bpZCjjiUkaG1#S$4C7Jf#;-1QBQ@x|fG+r2Eiv>nTbL7y>@H6-&dfW?Y*OCCs345V zgaX*oXlUs#Sd2(IDu`{`jjL%mL!SNo@dGPp3kys1eY{v1bZ&GN*uwB9j0*}2(TuK5 zu*rs``%`SUoPqLl8u=RxfY4%lDS;$S$aS4W9PPXEp zvO)&2iNLHwf3I*7aN6@x)7(#|mbJa$*HH?cNDPYTKbaHxqt<|$g-s3liV4xGiv&;! zn#70!zcPCK`$*d5^+Qg3nW9z`e?Oi6U26+QAR7C2`5d$jlv!C>BS1Zl-#8<*YC)rq95|>bh zzpts$#!KAlaJI0xzoT_ZY;k_+Jixi6x+yfflQ_a?#j~t>>@DBnlrWQ+NUbm0-KWfL z%FHq^S?{ip$`F{m&-pprj zlS7xsj`BVkl}_^cq@-thJ}Dthn+#Zv)>hR}e?ERSdovHUdgekoo=_(nT5b`|&|*>W zv!XoO3`5XU`U@K~P0^(g+p@u$JKfRB+;0YG1p2`Ej7H!-C~)*le*_z2Way&5UtkdQ?*BsgJA3^fgn#70wV>7F1MHHuuYB##-GfgT?(d!T#?Xxc0*|SB`-%Xd z?ujvADedbh%FE-zZw^=(>FM`}C*6GNajzYo40&I>o^io2qd$JkAF}E>q&KXRGJ@Pq z@Eg@mrq<7R^pk4w5Id=9ah`CZ8wvmTZWW1o#1m;GZkM~5WXCU=QwiHp?WBl~P&8Gy zx_L;P315@!MH%@q2$4`rA<~eC8un608 zZGiPhgNU4VG?5vt4W@V;DD7Zo8vG}&ejKl`qq z%keBuo)@G6y9^)>DkMjrJ8sdMhW+BB|Es5%FunYHkgPrfc>6m@barH8LZpdNENKxt zDq42qYhcjWK!|a<(AoN%)0zB=is)gftXa?(^$n1$!P%5c5d1@5vLpRR?gWjzLLPj2 z;HpaXL?6kvGYC8WT;TM(;iaW2RMiQ*;gvXwM&-xg-^Q zbayubg3{gHDbgw3-7PKMAX3uZ-QQfk?>^`3efIhGUta2EzZ5emj8G7ZCdXYDRH%dH|( zqDu&QXo5e(*~n7C?APGM6-GOhFutniwBEvVSg&$ zblFI8aPBNj%?mY7K84>r0r^>jE2-@QaGGzp?@q^I3t!2HuE5hG>C=*tkNlPO5Bb-u ze=+Y+D_6Rmw?sZo0#cIKX*JbzDCn(holD*GooSRP8vdU7}wpwpos z(@L;2|L4$u_~#^BcR*5(ZKaSS`SMmI_88o6z2Dfp^L#EsSj)$Gk6Hob$Z0$0TC4@#}6-lnm=Z(I*xDP~I}KHp%6If|tdXacp~Sq}ku{-5Wv>2C$+~D2Kws{~mr4}+UsUw#T- zPtTA0l=gih0z`8*r;O|ihq+(>DgXZ-U##r}`N9KqW>8@s%FQ$F8w=FdNznpBYPIWtLKZl;ISAA*Z z$tuI?69kIXHM#CK`Cz&8Pi(FA3sMz*7BSM48`YU)F-puXvnbrNeWWr`VX2n1BTBP+ zZhq@gXx6eeDhL;T_gT4K%ysASXS5!Mi3ZN{&NUyWmYR`cjh{+4iF85-yIEDV;^M=> zKXZEO<^;16kNtU~rdFP%TNJNTFwy6;bWu2BaFNz9A_cEW;|emCGbZkIn^KR8%2i`2 zMUQa!jd2*uxfZ?(3tUr6pdtTqNHwD^$|6Gjx>_QZ#A+?snPBhcLy)nN-&+tDE-(oj zLJR17l}f9i{r)6)Sgs&@=H|+9oQ3pK4+c6?zp2XBg z(ND-AGvw>6d81S)-H0-6(<2juy>1s|DhVn`S0VZNoh3Sf z7PIdLt|{@vv3rhK;2+r@W)&x{kxpwC9cfCWK=|LFbgFXK{G;6YbXfe@0%E4=s%N{;Riz}a|O>T%Z}&rQ1&JCSz8`B?37lFtCB zrp1Ot+uNnSH+%iQUwUX{D4*qB>n2h?7HkDsa$zrj=6w+2ngL}vZV$kUj}|xzcI*AS zjQ>-fmC(1HxTq&2WuC!SkAFe*F~^|7J?@9~!K5x+H1xV*w5G;2594GB6?+5;{V!Ix zuQudlpH6>2AVYi1j(9dPHHB2Dv#H@Yt!v&{V6JM^$%ehx>56`h*liL2&_?klx^^34 zZ)Yq2P-nH$d5LG{Da1Iip}T;1G5FC<3(KRCqu+JxnzJa^3wA1Bfzk@~=;pgcTc2qY z?ao2qUs?Z}J(ok(3c~CBIvsaimv>d;(wV@GBTS(N4zJdtN3D#JWrw`*tt_W3st!-^ z`XxK9$B0+${)w*oKU_Lhe_*9T4o<*X+|HdQXDF%L3|d)zD;#Vt@cJ2ic~&SJpXD`Y zJ1(V5QiZ`&x;peIWi-hc`n}F)keD zp*4oA{zpkvCEP~CK~5t^#1KDNAmf&5Xs+$rYyX|KOUvI$Jz{Us&sNA3_~gs>P#dLu z0Zr;Xugl_NVil`m4@G6I3cC7UrC9uKxH-!<-8YXV9m}OKI2a?2bK#Fg5xRn&z-qsF z^(yih#%tu|^YLeGe0lE%f17Js9@Ko8sh}&2d$==lQ+6ob-(RTLsG>{f*R9yYPS-YzWv!LpRwM2b3~h*uF=QT*{wQ`M1|`} zU#Nw8w#6G|Z=Ub2`!;fn>0}u@H9AwUDChb`b|z(Oygc%;lGK&GPnNA`1(UF>wdu*w zX`NZ1zrK?}2o_@Dz9{mZi$~0X_y`eAtl8Tlb;FzG0k310#yrz`b1bFia^D6?mLD8= zCeiG5jp&P?(Fa|n^2+uPxD}n&ZMiz)t3HL-LRPMJg>4r_8V)!MrGdwj8k_cgf*$}2 zu!8WY>Ofc;Y)6I!ocYL7aJQ{Xxarx{tN!r(q~4^XhxbSsYfhAHk7dWFVJ51VWm@w+ zu0a_TD*(oAANA_d_YhQUyWg5$Ke>=Y;~OZkcvHgP>MOwzs!^ohO(}m7vLiZi^lazg z6fgzMZtbp(*#J{urWY^;9MdtDSUyetMw7L@ZY{ZQ0L;G-VH>Vem)5!SG*8bYjJZ>p zl#N#Udx}W{xP+?jg6b^@5A3?!xF1a1r!3X0BKGomTR~m+7gqplf#ehvYieINOB(m( ztu8&DF zpZ*`F08yhBs6+aoOaV!HwI;{%Qq?RU*9f)~yOw9dp2docau7#@aJUbYu6zwET)u{pNa*nGi*_zZd5M)=OQ%&+E zk(GOM`9LM!2ebR>iJoLeham}(-q2HDmI0r7^nnA*tMrnM3-dfzudz5Ay+gLk48@zc z#n$ZFn{dz(UzI(HfHO2WN~9Do|BAt(yUa!uq}m@#r_lJBQH~eDuiJg`IzNk1pz#!{ zl%DTdBC{;@U3T^}lCk(5zrA(1r=P2gn|je%C2PIpslT0)^q!^Ldw44rJAdHLrLHcxbumf^;xd<=8UG@0@KI((S=>;lKuOEBsnA?J zmlG3IQG>LODb2=@Zhm+J&E3{~UkXakMGQgON{ux@-lnR6ZKPSUVl>seuH&EZAE)f zU34b?S2TOFGEzULx|Fs)-JPPJ%#RAE%dnpwKZC8)({2xyDXZ8Wn~NSkQL=wPw3I2j z=qgzd?K-+^cR^LQJaX~+&Vel|L?XI`8!Ty-i%P4PNY|Tma>)IgjjOQ(U6rFl6Zajr zwd}x5T{ZBvqg1`uLihtt_BMep1vct05 z|9lWN(9{@yqDo0Ks#&+vmSx8FhbhqYNbl`o(mccIH>VW}$qgA=%p z8p(PeGkR&7ch&$|vmsc@K#NLD$O%8XG^~vuOLX?XX@Pv8@}Bked!{WoIzts<+>Av- zd#jh8Oh;x-$RSd@*X1%Uj;01wqon$3XKgSHnnmB8;k${xBa|r4Mb#GXjpGfgmLl5? zP1(NbZfpE0?Z`Nkj9q-=$07R;67l$wYoX_DQSP__?cwxRnz;wV+=A>d{7`_O90D&5 z+roa{_(R9!Vu`zrCT;f#$3?%{17j_fs%ouk?eK#xhwsg9Cw&@!^!O9tPGFbF0Y=j29*&FPDR70 z{a&?oM}-^b*1k_`Pa!DsgsW&WtKsW%Dl-|R1|Ogk;BiHvii^ioL?sQ zQr~~!rk;`D0Z;xS7COXGSU(e{&x({pWqBrq2VHdT+#?dP*sM(xd;P^=D+BA@%g7Q8 zhJSY)lOR+n!TJWqkT_uPe=FO;`>GaCFw^SM`fDZ-k$l&`>lJCzg2-1#`BC%bFDs76 zoyf43dftTL@xa7|086X=&CvR}{k9+3M`MyD=G4_^(WNXa<(z~euPim-iWqyt2xEW3 z1$CM24w)6oD{H+!sWDeb%gvR{X*y-*C?QFUjoY&rU6o6LY_5ONW>xjjE)R~~g_w(F z2t77?lTlNVTyfkWzZ9wPnvN_0CC)69P@=g6gDauFpsQMm4hL%)F1VY+NAiQCu++}a z2tJC!;@9cdKH3s;V!hhlat6(Dmd_bD0y0Ic;Y;yV=b2vY;HztnDQ=J(le;weR%7EW zlXyGu1<1o?Evkyv9dI_adLtgZMvd*EAN&j#H15PtpX~RhcCT9Fqo0yQpwq3VP2J;` ztM#Oq9n7W`{)KM%SY;xYUB+p1GufJb$EVYq2n-lYTKGToDI#7DtO@V9r=v7p*O^O) zY=BZ@dleUY(B{rALTXtiPP|SMibdk-(ycj&?QXz1Yt!r%{^y)!sJ)|mvx7*4g6&W-slH$3sIbcL`Oh>Rk2|{tV9AX>BkP7J+md|N3s|v> z0MDi%BHD>1a<^ewXovS3+L)#Ja0icXN4OCij^>`F5gTN`z&lJ5@I3=#A=7dgQ6SpM zwJYn>t#(m6eg<0v%X}~UVb9wa!-&y7iz@Pb9{osltd04)D7Nq?2?!I z81R^`V8W7`HuZ43!RyvZBmKP{$^L9cs@sO(xDM-GbGVqWUr$!bm#J6ZF7pj47!KjB!6S9Q5-(i%`S&rJsM+k6?mN^@e z>mxH#&>BY&W~*OM{5m^r8=5!Enp|SZEE)Txg!qaUjWxE}KCbk8vNsPkUk`Ht6RN|T` zuTEyM+g5A<#>67ipQ*e@otTW}edzl)L*d^(m`6H2#+))q#&|nm$cEg}_XIMBFpF+K zUlWHTS?5YH(-k-`u;hcv19J5Z`%kyVw=P#AR6-iS9>Ro=G#2yDuIH_hTZ(V_Z(psO z5Nx^(5#lp-3|s4zBrfS+g&O9xJ#R-xc$F_X_n?QS>!JWRF&l9>Ze|Az+?;}**POI1 z^!c3K(hXlJcdqI=kv>q#x|aEN)MS2D?s}heAo1-D!dpK-zk*V=lW!0FMV;!OT0~Q8 zd+wjH>PmWgPrj^i4mIuq6K!JbriMGrsVKe?FE|O+7^$jGH76=j0`^+vyhuP76tc z_Be(%q2C}tnZ#9B4r}VCC9D(v3e#J3h*?`D!G+Dyau>ZRl6#Q(RoNVtjJJ!|jsAu9 z2HV>&G9nJ2l|4h`DPbU*=5xgA{UFUE#@Y+c5`A z(5ZOMzAwZq3o9#tz54Bgs{V1w-RoU6E-!NK$>fuLi(nE z>0}Pw==2R8lNOOHwf?k>6VHn#gu6QVHlPl~;0l%THH2OM<0S)8+n!b-nMG zqN+od@7PI*lKA8TmOHz=O+)@kLmx(~BTw%xOSnAK@q~%gjB^2Jncvst>z@-NqGD9N z(NmmhrnR%Y8pX(EmCiA-X~h+jD(@Q2Khs{&m*f~Z770aC_Usf?2nj@!9xnX$yOC8Y z>(7$C^3LXTBKA9Jfhe=)rn^q9fILD9uDHyXK!C(^w@S%-gcT;#4farD4nvPYRltd2 zfLPhT3|9Ju`uyhzuN)Uwd@fd?bg@7R)z#{7)a30_&Q!*ou8WsHFJaxD3({`lO948O z7NI^%YEbNbd3%}_@+9y4y>^{z3fZ>6LwCkUlF_|~rOkuY3yhs3*Ss4n^9Mwh)M+~6 z%eUbT!yYa4KToJ-c@dwtg5a>ThY;4u_!Fze3U%itE>!N*$O_Rwn_KwDY8;wN9J8|z z3U!43N}H8K91>qDJPlsm^KPFH0}XrLLriY6buj5~SKyNAQ-2{UHi8TzVd4dgJxC(0 zNiCfD06Rt_%VkkgF&;NxmQV`Ejt-vmMaccv_kcEl38f9d>T!=)AStst5k2KdI04m1 zY%D2x*=Z2!{w&DSDiMt8fM5vu2E4(o;E1ZQf^05W%@$hrQoWyp}Y4 z)u4Nsbi#>ffJv|)moiDSuVEf!^POU(T3P?iSEH0o0$S8L?r>a20ky6b_m4xw(hsb0 zn6Gzpcwwm}mf`-Xiv34T>s1rXXRTqTs__YjA?i4Tsup#hXV)IUh8J9@Ap@rdakLOx zjl+GFlM*TEo-dSN-n8L}{`N=1{D4-I=kSjJl%JSFAk(O7!+P0re4o3m~b!6KTh@R2Bc}h7Ra*a`>p|*D8 z<~;gadf}2hdypR9#mIQn4YOO`)S78x=hDitkOO3vrQJ3pj*xBDPyt)sU{rPu0Xb^_i1(2?fKBnP`PaTNFBXV2G~3xrKfN^x46EnRrr0M|98QwHlqOxa;>vs?^`|Iay4AM*71ngi+1~y?-hhy! zrlC8e+6Uhk!;Msndnb#C_g>dx-yCmi^}XA{DAjG|kPCkFv3||+TE8yrU%Y{!=>9TL zfOu_5FgO9;06FT5)p-&|uuOY9SJDnndGj5TCd6%M^ghUG>Sv%Id64?U8^HKz6DiJh zjTLrpK))!4i|t6Vd0>KZVVz85#c+9L;wEF0rq9$g&cse!E|}%#L3Y#PXBlZ{`tl5s`2$y?G%q}4Emco0P;(4 z%oba;q%uxkWmMylsA&N!mudT_sUkIBL}E#{zLWJq1-%^{`)TR;H(tLh)`9(m za+j#H8u(&}&3=}(#Sxa^NpozyswTSx{lDBQ+JY7|;_&9Ui`p|K=_hiaUl8%_Z+O!H zCYb`ivB!Tg2NJWOo`D#^9Jm7JBt$!t@26nfn&5ubuTy|1A36TUB$)8a>kBAL0!BM7 z5YhN_pFa*6Pf)~k=VO4L8hO{p4bSkw&aWw0Sf`^UMupNis04gl{t|FMK6IG9Rd}xyh~!CdSjX2R#CYtsG;|FqDMj(y8gGx^A{b2RHegdL&tYDhnb{ z!f*Xpk8qn-jB%9!vNQ#w>6iYKIVIgE>0V=@WLXWiDGWMAFb&r`+jbw;Q2O>`WT>`? zwt38+E5#6GUH82Z--(pMgJZX~oHs96+yUX?^qjR8ILE6-^7Bj7ecKCPbjb_LOT0|q zxddq?*P1Ts_3b80q{zI^Nqi!bSKi{q)X4nxlubv2ljF~2WfP3EkXhP%o>;;22uDNJ zvTYd$`{Z!p@#7~4;i_N~+2xH>MBlEChyCl&yj_2K@&25ZcXF8fLh~AgbxW3=don&+ z$d-K8&AsHu(i%dLx*2Xf(8cjLd|=Kxg!B)5z%yHxHdg;=6Zq-g;1H@TIpPm*diwnL zj55WZjKN(4NRMP8x4?y$2_>`(p*P&|65OTSYJbxO^;yFOP4YdaDc3=cM}ylvXIHBb zB_et`2*zJy!p4`OkV+IJdGDp$Hf-~GEGVW5lxd&&gsA!d16SJ>gSq${p7dC;p$CozGM_-eC-0b5E-!5cL=dg z5k54xkM7b(AqyW~^7e(h<}*e(^;(dKrG1$STfN*dy>vOmdGOjBpMro9JpfTOHH&3q z9MM3899yVNG@`j`l6$ z4!4h_-JLfBOl;Ja7itlkwB!O@3x`2tEUw}D1McKX2&CViR_lw{Km>NSSt3epA>AatH*wd6-Z)EGXKkB4KCkyxHFUZKtpA^3D$|hM@6w)@^ zQZM+`*mqg{PTo}6ixfD0lq&p9#g*ZTcxS$@Nfh!f%LpHn*CA|fA7mg=I|1~-jMMir znAj{)C8w_W=ZJ;r4dJF2N>#5bYBGYUpY^NYU9rOoV2f(nJ$3qYFuP#feC2)Yw}|(F zwUpfRRC*@Z*Us{es9?_JM^f>Xl}QWjQit@Si1~uUZIRt|a`WwRzuSSLs`7VIl+**q zgLpckLzkfb+D1fsJN1*+5@Zdy1HGn7-N#R2+4Qt9 zH&iW~KvHhe%w)a7-F&EVoj~s0<0*D1K$S(=bN}P}FN`Sd`mZc?`-NV!CIZ%4&s*sO z9D|6=dKo73bz2k>e2@A2t@Vrc%lO%WJ&1iWuSbh`O(l#UEbHB3*nM9A)&aTtiqqz! z(PkZvyB>}AC$(RXnv#xFcpj1f@u2nU1?3XBaHhBM{CR?nPrrLTnS4M-V=)JN2v4E- zUg|Hu-i#C7ynS-pg){hIHem2bdV>s;M^`E8L1M)%*ycW-4sGjP#{LO1t0C=f_?vh; z;+nbJ>DK!g28eU0@B^ZHx)iD9(=SiGFW3>5M<5Sp{4W9yD>YJZbx1~i*iZ+KJP2%H z5eyX6-_RIcmbP@oi?lVOJdiOyc%zDH8C`+;e&Q#>87cBAsW0OqjI~xB%oxULR}<>` zyKhg1MkzSszWoC*(9ZIaHIRdZkiV4Adq?*%8m!yIjyfd@CdRM+bA8gRH8iD=^6<&!Tq(xP>Q-D-ckR59`zS~#*4NT;C z#qM!AqWj5mj#i6mr``q)c;!Z?etFNATdH~aHHk`g*VwxVOfIsMrEp|tE5!1b{IZZF zu;7))+s07YGN6xtf7R@NQ^IX+iQ{%2LF2Yz{sit$czl!iPFYLaM0G&@a?{W}BzV(~ z&;^<02Y0Wn?rfju+B!~H79(%VG{fCVuEn?DC@FUWbpZ#(i`=N^AM09DG>#517mz%$N#HCsef$ChkhnrOq=4TtCI+ z%{j=8v*g~J^cy>i$7yamFO$Ha7w+3(614}HNRj$W>J z_xQ>w{q0W{>G8R6j2gQG1z@SwFqURHm`dyW50}LFLs9HOB|`{SYc%+k?E70{@CKp zUg$~5?$hGBm{zP|x5h4a?GvVooX-yQPrZ8EI;PU(#GpisWTr%2{H=9~r)PNCLUyLXH>il`>#e$Ky;=HV{VXOYY3yvpDhEHwa~Ne( z<-FS{dN40udif|$nuPv)3Z}*nq|(mII`!_3FU_dsohK@-po#~|9hTo-@I)VRlHLo< z7ppE4i^r+vE`r5;U&;({0UHY~LzH;uXuPu!zuaRY(cPSapv+lH*g#|>L%Q$ed(`TO zpH*r#UeF*^QNx%ym9!{%#q|A4&*^3F&1cGKlFM8fgZ5o|!DKwgWHQ{ZaBAUYFA`#NShKG)`EkaG*VxE+{mB%!Sn;Y=g0fAoIne9sj*H0gJpwtWUS^ zw=j231Bk|KtWaCsJtaZ#-OlG4y{wHG=iJ6yOU~J+kBd zmHanjpxC|(0vH3}%TWI=VWfVykk)HZH_BP}DeT)Q5`yBMwy+o#Q2}pLE|zH=^?!d~ zzN0+GL!C`u=AoZ*IZ7?`J-_b&-$xer2_2fT#DO{tGccT4^jz_MOk@Lr=p z^YF8TgTgP;|6>ba2HVM^mprG#=s-ZpDlqY9fkpBZ;njwb?8?$M?!+r41Q_DMZNyVe?pMx@k>1+A_XeO zH!w6RCC`#yQ~j^k2+VhnGrzxOZ$06oq?*xsO-?o( zH>av1bQWNLH8lT}>#EB=ZfXyQ)!5zhN6=rl4Icy+3K+noko?Bba_OyHq&iBfMGBp0 zm!q=*i8L^61!{wg8fqFEiQVqN^Z)qu3qE@MQeWtiAQdSidL4*v%LC!&?tKqy3?Avg z*L2y{E4GUMnwBlR$T*VJ{ZQ4)%dOYMGDhW*$&O^H z^jJ$nM@t$@52IYZ0_k;Q&qtjEglI}|oMGGzmM&Rm`0;^+&&`Yw`i!wLd8UVjYNRg% z-kwik_O9;27iYng8VgS!M9RO&6Jpo_&K+TpHVuUgY$}nGLtyC9Ha~`v_4oH{X;Q_- zqvLYezLrX0@^e1l6{|EJen%;$`o9*e|I(Iw*#~)|mH%2ZLtWTBa652`PDl^~-8Lk3 zR8&Yi(ijN|Nl`m89{R>RgGGXX_Utb_Y2G_qkT-p#umYwm=60m9DEIDt@a&Jm_hBExoAsL2I23#snDH5$yEr?Ch`6KMBj}Tpzsjxt&O8 zw5p5b=oqa)^Rf++vAZJ8!pn22@$`z(n_*eWv_H#;HWl6-A;_z z>Tk_lM&NESA}nSG^y3f1*TWw-g0B=+u;S6C?0yGLc#L(eiVdfC+|-PXskobI*v_nX zRXLWh?p@-wrbj=&>#?(&5ia1Y3rl=qYPRFKR&+|=6GhorDPCGio4Gy4G9g=DD|G*q zZ0|4!RmoL)v^P4ss8j|-1w2PL_Xzot7+wGtylrw_dLLc@>jJ6v)Wih%RG$&-(MxsS z>rRJ@_EhIyG-5RxL~zGKU9>bq+5fk!;JnR-rm_k~rir?xoAs;t58 z5LH>4&BX2cG(F+1@fff$%HZMQ73AgQP;j_jzTrNbP=KZa`71Q-eB#83$n^Tkkhv?Z zjp4S|rd4ItHePkn=vUHjYqPX@a*#PUB*f1^H`@@c+``hsFuW4ME1jF_OdUqR9_2f? z4j-2M9}WQUu9H|PkIil&n}!*IaL_PV(g9!{^@-9O;<@<@bxg$st9E*>ZfuN$NlR&< zCbYv24w+_9{rF>ONO}8i-=S5(EF4}dWw|tyW*@@92G>B(!eT`PFWG+mVT1m<;REp` z-m5}0EUcECv;M(stNF$P8?>_R7cZ#Bzlt~8*ldO~l5GXCERN!9)Lb9SybaWP8yw=g z!Geq&of;(|GCm!?Wsst5xp@NOIytU0w zicUiomUn3NB>F5d0#9%FbaU!%sutdRwiX|{z%~0G5Copg+YEEt z$BF+RP4@pd#P^#a8#za{{NS=-#^s2h!M?GeU;W zS18xciP``m5bZwUmv+@Rl)^cl%)X$tSN1d(fvN62e6|s2fA6fiYHO%1SZQ^*Tbv2q z>Kzzjl&AB!{QR>EX(I3>GaK#F`=5PMHzLJm`b^6!I$XRcDsk@AD|{CwRR1Y}==~E8 z`)@n`ggb$OhJ~T%39$-%9l7_CAK)6^1Rtq!%gAO=zo3WEATMLRs+@Kd zKlqsxX}>wLLoMC%=kyX~hW#~uGw*D{bG=Chk`D?i0u7}?&aQeX(~62#CMG9Gp^)*N zZLR6J%@vJlWD80hZ|2kG5QZ^u2<5ADx!*bp5qXp6LPvt9fC|wy!LeUfc`vdh*RsK> zep=*EgwU@D*DNwpp8LR@BUl9I(K;QD_K}J!jz(TO zTkknH7~kT?FmttjHNf$ks<2!bk(HT^YnEDcI}Kb)w4^vAKCm177{~g{%2F(T`KV!4 z4+DGqb3vgZXk{H=v(!dzqaK9EQ|J2;Qjw3p4~wx=tj#s_knEGn&FRn{)3k=}7^2PU zM2ph>9(vw>tb(BuqxRjAoQ!}aKm6jV`12mygZ#W3Tg#jSqnhrn%f0Fc6 z9#8?~r^@834%aqp!WQ@?vEzozB*=tGDOg{D*+xV5-_!tO-jk?r(rin<@%68LCE6!4 zR~RYu_#YCH4stxB6;bVot&#TBPOQp|gqVx>e|TZ9VTB#t$9|$l9cxP|)W{-(`5PDj zB?CEwG{es)Vp;!wD)2u~oX4QzA|KI8<#Z@1RwASQ_8mFGjvp3+3kLOR*0pVex1$m6 zS=ea@bt@>Xx0Zv()$yI?@K?XU5V-afz)kYUp|uzx|6$vZH3GIxSzRZS)A4E<5Py2L zaf>P|W8>t9|KSDf)w;|(#$!GJPaf46c8?pNG^sSs5j$_b^o|L%6smQt+l+^r&$&HO zz`}>U`LG>w3IMb;F}6pjwS=yBSz=!m(LMz7S%WYD8Vuqwz0qZGdOV9}F+K8mMx%Nm zbEqu z3rd74T)-l503T(|>$q{-aE`ww5s>-qZBrpW&mCp#ri;UcTku_C7bl!=inv8Wu*x`b z2mQHh^Y{hM4>>4EWO8C6&(E%DR*lrIb?!HK;-{1@@-$k;?+?!1x3(X8c<)CKFwhJw zTZ=MWJUT{+S8W3ATump%avxUIQx+Rb?nj9h8=UUH4K~~X5#=ptzvPEML=VH%hJsQ3 zw>F=oo+o9vU9c234{aVul^`OwHJymtd8EndWCDN!8ZK>|8ur$9=7`Eoe1cR-476bB@XZ|ZD}tQ)8vmp&CA{UsvuK9LB35$r6N2(VjRW#v+w; z9Rbq_j10?FHq`>ger=!6mvbBpy#=os;-qPJg#%1YO%`I!T0YbC---#f_-1;!3#Zk$ zTZ$pfSk%$@-n7dyjabV3s94WCqverVHHhkw2rVcz?WQ&Uj#nUt>_6KX9f}g2ye{Ku zJHD_#E-WW+jlnW8F{@z?5VAL_Sqk_fbpLCi)oTw71CpLr@O$FN5silfZ;M3mGu z$9*Fsqk;{kfJ}4#FFG4n-D@jOJ{zpGSj(y3<;jXDQ$6ml^fZPn#}`6FpMi{?2D>V= z*>`8|18?0=NUpR&5Drfi18Hm)J>Hn}`(Zz%hW zt&X`w7Pwu`^NvhGWB2^O*Z`8k((NZp_MFD{8PYvq<;M@!Tpa9s}6Yjxk z?y}^BoCx{Q+=@2mJ<#ZL2!#u9TOPpHDkw`Ri!j)^;xg*{_T2y%(+#oG|CsEQ_Y6@N$#-E^aj&`ZGi{N_UJ+jSJ;!z zQ1=Kqt6H@Wp4gS|G9J#HPS3AR8s&vxO&qJ4vKXc9R#BiT`O^{tV+Uj?1;Fj}D0)vU z+qUBm1>h!*R%J<6hcz6x08jwvGT-~7m;W0WUuHOsC}U4}T?UTq^|%7&0{2h&FRm;mf%1)3u!AXD z?Ql+i)T!l&g)OlkPyj$@r*e=4HiZd1cc%(A$~{Y#zdlXDV^tWY0>-QV;gI2|6Y&uX zhe*mrW77S1H^qy)k5DrPq;B)~*7{wcPjk|--F53ectYosFQA5rTwD(?*L^`Sma4tZ zY}KVj1m9yRSv%m&*ay$(gKDS+-m|y&ft4=zbz5ngJmJ!*8$SZ9s9}{WNB~g=6#yLt z)CAy6o*k6VH#Q#_#k4KO(cdrCOsA{URY3EBsY|l5e9!miXGyu$(M@Iu6-Un|7myLU zFd39r3oG_$Hb)kaCoBd~spu-56!@x65tPkaF^3d-;U(VT#!56RM?P8W@!*U6HBhqm zWG%+=|C)&Xmm2&R(;pdlW1}tz^8?xc`a7=x7gE0Dpuyo_U!n)a5y8IFhoH+lr4OIg zTyg)VJDhNbOy8!if~!zrgMo;dn3#OnSZHq$wFZik z!UDeaHoLNST@X)8Mn6A7)p2VYpnk}hd^^mwBJx-Ge^rid4+kv$2k+kP$wIf-O5I+H zFR%V`MBFU3bGw-A$vGsp{rWFU1TymJZ)=YWhqe+4->R(V3=~pf+SY2yOQIcGy4*^8 zmr;Cu-mkK+S8`@ciUdk0n~v88l}`o?nF$V~*aoc--XeyqpyGchl785~QlB z%p88QG3?O9hD_sA9%-5OU@2w{be|R{Z~OO7_P|$n#P7Mmw%y)HO0a{sRD~m`Rry_N zCz?v(1}6_I!qGaN*BbD{mZux`u$&E4i)Ig~IU=93 zgm&&T=yrdhD2oG3qW3$Q+=qY@7u15z(N6H_sG(906SLlZ?eAgyd6N7f^4*jM(tV7} z>*EXOWk{tl8n#rHGRGOSB_0i}Mpim|D_q`#O#Uj=DkImGpH-8?I zBvz|s!G`UE!aN&e7aXjn5Mrriu5~{fa}eeaqG3sjpke-gU39cV1Hdn!=I#vE^f5c! z+MW8WHkzgTR)9>;3|c}%Er?k_QarHZb;ojbPw|w=o`Qa8Rv8XQ)f^O*k>enY4hCXy zL@}-HQapxw5m=lDH+BTP{>ahKFOFy~@Re&8oYIh;dXZ$1N}IXAx{$MvM_ zj-850xKD_HsHssRJ4Z=-IjJhUnQh&$N2LUPBgZ_?V%ZO~E~Hhp$iT|Vc?RZ2Glog{-04xZR?Tt6SARPTzFfcrjQC$coG#&jUiWb0-IP z;suVG7sL!9!f!&%lOY8Zbr(e6wy{UcaThb>bBBrN?@i2P^8i02lc9`c03Q#n$H2+{ zZSPfv-Lu-}hQH(cfzrD?K5}q?;~hb@WTJkZ4-unTY`gmzyf#f2712Qs&X7S1z4Fp> z5Drz!i|w6{!-)|B${}F_X#1=$86uzk$4|XV4tDOX!mrmPN55$6S{s0aY|E{i`5Bl!|4E$65? zE3MdmkyvY&bj`(W$h4N7J8A`YRn_#_BP1tcTa%A9;VuA@1Q8vQsAnKh z;Lm+z9Gox9p>kIbK7&m6<_Dpl2BY?c_sPi4a2QX;&|rl`LDln`fqu<>W4s1 zzn$O(cBh%WWX)wruCOb-Ww`Mrnq(?C0C<^zUb6@VtF^Hn(PMfMMe z76b*p+K0xw=A?pWFG9O6v60x^?l;e6K2Znp5&R#WA`_ipV(%%2Lq~OCBgjVR*3Korf?}XZ6>bC%uB`vMuxnNrLsz4&QiN>#UQf^+ftedeG6q?_ieZKm=VZCms zH#*%M<=J@)QiYn5NHMMx*Zf1WzB)f23-X_&p+Wy7+7r&~vio|nC3mVM7u9}Wdb8%K zd`o_dIJuWE=%GYoG!lz_va>ewt0*F?HN{u>Ev_2kavjxMqN2jPSqR8Kq)QU#9_LN6 z+i<6TX81BdfHQbFk*~1jk8f_N2xXM<+iVQkMYASLF7Z60h~aoCL#}+ktJs z)r5oXtTrc2kfVjbt|&FoaPV}6dIEv_;=%fHiZ3_nYd`w;3~cpKAsZ;{*!=3ife~f z_q%~ncRc_KJiiDRPuYyP#|=3u9^a6uyIVxvMM(ahLJKR%QmOkjU^2UqoluYRvL~Y% z$|2IZUB(gTuH$;>AimdCnmoTv4f{@o811Nt3WH}FE|m%Z;^|T3 zv{_^@!>qoHeyBgs`uQpGK{d9rR(S-q_`AffF#dRHgGsFL17wK*`2vB5jhcNA9wU4w zxp$^6kzL*OXbufLzptq3ofsz- z-grhSa8VbVKjf4px;uu%*-ltF9$>F!*$!k)m=mgZl93u`#o6`+)puzrm07!-+$}Q` zaC0|Jy+D&b*w7*oVpE2paRqVl>6sDZi<)odQ@DuRo$lcaXOq{@uZ-x) zHL*EWjIZZKbPVRHKzlvnM0};S`5W9q=JaD?9+oHfOw;ILWhkjj+l#3S2cvZ=>r5%9 ztTyiVgkiXh?F4%`Q^09(yO6R;9CAeWIX9FA&K#yV@q# zX<|o1b{km3dG5qY`B~>aoSj3r4s^pH(@lvZ(3JE)KQzX$olsZR9XRnd(H(T*w*Mhq zrh|zWlU>j8{9rd@7?+QD1Uj$LsbUQ*E2Qc7ASP7sFYWSlFc!^6U<&KYhKBJ=8~W3* zq7{N=9?!2bJs*Y}Xjp&NSLuv$gPt+afn;Js-hi-v5SQk5HTQJrAL7_XhXZ8}-7m>O zd?Qvs721+9s*RQk(iXR%gQSpk(P5S%f;J{x`~6bw=EMa6^jl?Xr<`-uY`a_1Eclgai_0MVl&_6%qRROIvT=X1j{3Zi@zb=2O2$r4p2NdQX8tkjuH zGpwkMVZB>pBqi(DZ4?zb<%@7w8nrMxWW~yv#YDx)mX7Ed_Bf6-SxFZ7a9IPlCx-SW z+MUdCGqLT`si;d_4=MU<=U3}ht|_jdi;A_-Jwu)9JG}Rdc~N(KJ-c|np6d;&=mPAj15XeYb8bQJx)eOvqj+N-!zhHJg`--R0zs?gy zfMXr42Ii0#;%y!;?}0(SXR4)p70v%{F}KL z?`)X-zZ6+wfcBv2#SC&TFds;yx2foT20~cAlz(wMG|{OUluKD48=s+u#2B#)^igEO zx!u}e5jQaMhkN-QstI}kxSIs`kbEikm#~7A8u>-L@*X2Ou6=z1(ex`vERq58`iP)v z_-gj&I>Gk0NGDxUub~J5&MY4~BFBIj@_UvZblC&6QxhKahFialZ~;foaEw>UnO#AW zo&5Wa*{HTtCDB2kHNdAV6)r);y$aGdR+~NVyqg4bt+6G1f)cy^olg2&m&xF_0p_fz ztY(Z)GE3W@n^*i|i;73(ymg6WhzOwogJ_ow zNC&$J&r;vlTy>@T%Y!9?{^eTEIGRAaEqf1}zX;tX&VMCzd6{S}o8P%=4#%dU+%M9V zd8?kFHKPz){-|&}-^EZO+}fJ4Fu%RrDp2y!3)!x(BzGM`*_#vPJp(Vo4Xen(s3Y)#2Q%O?0$$s7( z#LNe83S?X-7F?;qGo){8s%8JFn0iCnOd8=)e0q74hkEgfwo%bI^D*|ZlT78Y)KW#YqcU(2^pKw)2YYN_b6YcNvE9z%bR``|r zzUIx`8c>o;C6*o4Bd#7B_2kSr$qq_q2ahBU)y6Z|jh%LiAW~}n@NEqD`Bymg_Sue* ziNd?%Y*g{9i|Ch2n->IyO)t`%6D!|@o^60o$+A#Ha85qM=pAV5{C4#e3XswoaLFT9 zY`2{Qrv~S^9?bOb6Y~Hn9fQrzgjgE>E#2?u%h&g|z4FbUZ_wB0vyXi|AAEf6H)ng9 zr|9W?1d=;dZFJt?7g@?QRuS3`8QT*gAp8W{A<_g|*B!1giZZ%UKO4q?L~=%Ne+FaO zz*N~kHTxz&v!COS_|J@7C=Y_-`WBTz#lye(xW8!@8wAkv?&`C7HQ>8fTEE4>6mLu> z0y;(hFN|L4F#e5-o&r=fK!@$X{622)o~pRm&~>t56#nZux$%%|{gVrG9*=jL!}E6B zQ#%F~&4mJ#nx&PO@<&Cb4nIX(9Bb%Y#3422ea`;EPZ5j7LzORR^Z{tqF17&jb93P7 zt_I$x8YURpiwQ*JS`Ea}eaCbTXM>oxw$`xmG9L+0VQM7_fnkwx!-Z23iXq|aOSq$n z6I3>r#~CnrMlEEzSbLI{e|~ntja0*l>s!lYp5K-J4eGMQK+UNRl9VP{B80p4!A@MF zKQuqQ3W<>kX^H3a0&xcS3-Bez5sZze%GI^}{`poM@VS$THq>5}OtF*(5;`pOfBsAg z9~_|1AwYwu0f;jVqqwYK{9si=NgAtU55`i^MDcpEO# zzd>dH^d0=Oqicx-xQB7{k2QG=puuRlIg+cR;L;$Sr6J>QK_Gy4(j7Maj}mOy0z2jq zx;@tqU552iML*?^7)WAyJsV73@_go> z4Q%PbZy&om#!FOd)TeK;i3GiP$aozBpV>^0-9BPrf+LNZ62j?1CFm{caHjVkkB9=5 zM^t!ii>!@0`9Gd2#T_`Sd50C3>5o4G0NKDmeE#BG+N=adE%ZMcT2<%>N7q*PQ@N`D z=R*g70fhxBbx$#Ef%Lz<(SNtc|KmaYr$`0S@7Y_hY4eEGwDLQdd#>b_;9wD6MAl4PDDr*{1VV z*KQg)g~Oj*>@ct{Q%Md7qTy`-jQk_mhbnyH@4I2j>yBi?zIkU2|azb5V z3%tDl`MLP}8Q~(sM^#@-a3!cBf4laddz>6F{$laHz#!wXYh@{Yo(_)qBUX87pHgn& zs3yh#FI00E$o7Bch63~7R0tYEE=e=k5g1;{Jh{FbKarWVKYh97P-wX>UL0SH(7(qv z4SvrmnrP?S&i&c{WHp6e|HW#u-+sTth^!57MuEFSc2_uI&&Ov4qL(cve&Ql`mIHv- zm+@$Hrp{4UVK)=Rae)SX{)?e>PS0OEnxkS2w%&-6QKT{;*4XDQ{OISi{@08APqVy# zd>9ubK<{e=Plw{5Y2Q1VorA+_uF;)oq!_0c!$DC*#7`C>Y%_?^;3LS3>q+6-8&vv} z*BspjC$lIX9BUx4b^>BNdik@RA7Zd$A=t83-UYS60V%%=1Re?|`vo+?gC|P$<)HT$ zYFAcPK8hC;OL%X#gxqK6j$E^y*`YEy9URP(L&nT`lE$ZM;E~d=H9sZY5UoDKu{|-G zHRA0vxklnXxHB8BxceiZ-opIyXg{AvG`dV%iV^c&65fx`w;a=TCW7M{NVI{@WNwtF z8BT2OBaRyf%_UVQ35NXid@tRdPB!%fqL3AvBP#jbWmFSTT)%fCDUHtU6I2hEy*f70 z5t#g0z5L=jSXK4J5M|t)q+oC18CaXNQ4y4)CYkum-f%xNXYBsVd_G|f{+6{I0x9UU z?7joUy^_DE>aw4`kXc_06W>#JB~l|$?S|yOKGy3?<$?q?Cw3Z|?PcPkXWH9nXJ@ud zWn4qfbA}}ad3Adt0m$@A)(Q%d*cD$}#VJ07-aJA0_CQ;_s#^%GbhBVS7T__v=`D9Z zwy0lC)FoZD8A!Hc5pL&mJD@Ob98bwQ_6$opEF@{n8i&npm^4eG_#QjAwNDw1GH78hn{pgO%rh+o$wma1G*b}0V`YaNJb>(w~L8FCkdD1+#3J`G>rA*@#018a$ z5|+QEr>7?m+7u_VuJb{~d4?@MaI&nR?ygyBY3V0$4H^l?B>7G54iBDWrxrt#;Ba5F z_bqIemq}BK>^g1h0n$C3V!uvDJPfW#xQ0DObg*fy+BYH32p zvw;~qwY2G%j>aoBwK%@DKLJu&0z+`m%+sir6@*eO^nIBJ0BPa3SoIYtq03lGBYU!^ zsdT$LTQW`p-)u~9C+PTHzfaO!uNAMEWFvhVxnTeeB&}hbosMz{ABJ|TJwppAC>t} zG(>8CdQul;Ouh?M*`ckm4;}kfla1Syur4$i^%os>7FJkHlpKfwlh4ZLcXAj@D@rUec^Wx1y`CCJ6)&^xfa;R z`~)6jm1uva9nQ7Kfq|xa$jC@zYQC`1{bw~eazSvS7cV`nmaYxa(cSQb1~w6<*S=bJF2wr#Ke1a)&?;O3Ht!KIG$?7Ga@SW^ z7l)sH-RMk`Wh^L4#T_UyC$gCvcG!c^Xtfy`8NGALgx}NhrO%YMk@4jl{RyR#?z+y{ zLYqCjPWdiJ-WM~Ml&V<$UsNjdO(a_9zf!5Id4ZeMOnGmDm2Q&XiWue>32rF$vad!; z3`Yuf3?Av|FwP&7F?merNwuku@aZyoLpbe=K)?ST;wQm@-oRHSkE$M<6ix?4z$cKz1%2Zo*HrD z&Ck!Bj=r}5+pq*%`Tdld*7Mom`Vrv+*f=~?7Ro&wBCeP5_2*z)_ykNX3s@m6Z6id* zW?lR^7&!t2U+t^RDV09fL9qLbwQ(vvPG1I7*+x^WxUjCh_Wqfx2 z2)go@g>4U{=boGo7~YN$Voe58m>9cq>CrcWkz6xp+MQ|CBV75y4*d2)jUr2skQVq$ z3G6qx>`aNgZn>#8j2$K{B?0x@3gP_c7fM`p7rQmTawuB9;t1T$d;zvNoB-a3=VG2= z-%Wg14hv=IiCFN{MisaGW^83YRO%Dnm-W8oB0#X8U-BfXZVkbBCn;EKXogKVMW8>n^1R?v8FEo>-Q@Ur$4VPL-R|w zEMFGqF?5s|fnLJV!}}k{+GFo-2g|j`XJ2xlVI-$+F^qHd(La{`#*}l}(Qq#jXA_a^ zhDyctrLmN3--)uRIobH`;V)0eI+?o7F{ddx9r?ZYG6iXsm`RafhhYoG&u%zs&<>jU z9L$Py(I3bGpC@;4OV7ka1L^z#7QXutRsbSNd~gx&ItrR5UX$%XGUZ({g5H<;XOFjT zK&?f&RoHFix#$BL7ACbmHy&R$-fl0*GROa1{0D73E@l*Xh}<6<$U_DT93_AA9D>rC zKsbZZb`+5I{xIz1M)u@TiNYWMQtTsVH_!C>_AjNp7Q&7FwF|pJ-u3)X{KO5syRZnF zD8-Y>o2Ebx1Fr2g>SE8955LIioPVy`tNG-^U7{`?p#QTXx(D`URFf8c<7Q#)M&^=~ zB~2$U8W|6K?Jka1tII(@S@dR-3)UkkxnN3gJ7g2}IauseX#>!DoY{{n^OZBw~Ee z_7Y(tU@gY$_=y);DVr`8yCLxG?=VNnKx-egh+$Wh)8F6oHui?-iTDaP7@wj#GJv4t zERgGk!bCtY^af|`J?mO{)kb2p{j-BkQv6WsjR1@9UGrWxJc}TQqG&)Q3%N9mqP(5J zQr7vC! zJGo%dAuHUDIOBabE5-VJ5W&?Qs@DYeu&<9gOzzU^e`~iz;oSr3btaIVr?qtgA6iJs z9~}F$6JW9R4FCk!OiLUhzcd5-d3q6i?KYjDC>UFzrUOFqbf24T!y+}v#Ei#wiMpDa zm}R!M&vEL!a`fZpmY^;@0SCDEaajc2flQ&6iZrAGA}1zCq!0!Ha9vX@ii9?cbU$zK z&6>=@A)M}b&*^<`R;EGS`E9l~IsL-+9^KE!Y7u?5iDKP322Zukv0>24cDoW)YwSe9 z^X%iRE@#Q@{34~rVYLJXI0LHQ|4$5PaX^vb@g^?A0swL=$Fwe4u+5x^cN!kLo5*yI ze4o$D2^VgQH>GD{8Qt&y2bH@N``@YD=YLYUR+#@zr z;6VSO-131x6TxF)9+PB2Z$3DU?1K>pwfmiq#ZPnrys{1nXQ2DCKHx3Ycy+*R&I_n4 z-S`13fPnp$>GyZpIXi#R0W$r^7~M!jT3)vo>!i6+6gJB@DG3Rygwb6(G4f!I-KE8C z7BB5EI`#IBH$1T9Vpa{B{|4g|JUqcDA+Sqet~JYudS6SI2*#>d-($H{_EX5&hh;`_ zcKu#y2LeYYpO04TCxCuL4>t)Qz?U^r3t4km7mS(iyZU8`dGJuiwp!=R*rwptU z=GNPo>uM;+(f-at>UIE$^>#1G#l#sDg8 zhL#k1x=aq6S{IBNK-$DQ#vCJ*Mc79~j zmb3WXMmYbR~58NF_(1c_1}rl1M5Oti(%Xel|G6ooxQ``4qh)jDT` zcN(AuPJ>QGJ{TVxX=M88^+Pl9BJPzJn$*3U2(k$+B4)HFSD3Crc7{Z<$SKmn)=@e` z=*|kd@x_smkJqwsYoim=Iw@w>V&WGE;Jwro7M_fv>y-_am_GNx)Zq){dTOT3J88#C2T-bN=Ki=np znzTP}6MaH(J}3n967o;Fc$8-hI_U^Rf>7*EPr_Z~3X&WK$RiFk622LS0j8G_|7w#( zq}n%kB7e1dNY-X?+}e+lr~6!5aUuJsl0ifKPHCat?d|xe&+IVGX$HV<$lbDE?6)Gi z*^w=_FsEZr5q=6Vb(;IIa%J;sYJp71zVQ?|SM5upfJ8e98lmO9pOkuQ+Ql8C}KiUVVPlj)Znx08OwZ@!6ZQWEsCV+(A5qlR>P16Y~o=|Jjv z3%UGZEE0Do z#=q%mxjkiRacTAE>UMk2?T4fufiY|VO%$C54W5mG7W-vME@W}UI7d67ix!S06=V#& z@UP2s>8@>D`2oJEUXgn^E7b9$!^0noeKKDglLps4Y^XF&##x3|;T_9u&=Iv5H^WDu zg|DYik@7r%sKOS;>LUr~*pG##9=^GdVO*R) zmQ+&VRP@jbO=3J%U^$3S!SFHNUKjFboFCsEbD2zU7CNFt$e5PlT$!A zNpQkrt+qm0YVkT(`h;!|vF4qdJG1Y~4~npAqttP3COvBmEJHzoW3SV8J^HsUtJ0&?5lO6aPuIu&(4Q(ACm40m^%hjvJ zwfYnD-N@bkej<^+0)xqL`=6)^T}RynjJTS!v5%(DZW-psKR(xl{Ir06>HpQ0d~em- zMP#H|-crs`JehKL;NQxKe@o zbM`D-gAOwM-{ket|1Ph013cFF6;a|{BaODmz)^$Gg88XT$$F08xB}VGFd$6A>26D5 z1c|KQqwFMJTrY#Sn;hwG=guYaGR4UNoGp3z!PF*%I751tr8K)K!gp8*eEAe%_t($- zJ=a$*-gq@ChaCXC#}4%=-;JS`@9exBq`RmdE;~j;t)*{MfQ`A|ZZEx7{pK9Q#OTM0 zFk)4l`}}mhX5J^&NCuZ60T^K40x{8ZYus7qNqvR~usjju2h_kQ3maObC1#ephf^Ue z9E?cm{qa6_$XB!X!u4Hp0&}Ajak@x*yd|Y~78P-Z>`?XCQhRLSaD@Y7=sI4U97yTh zVI+l$wb3 z)))kk1FLYEXX&Bsdx|>_9I5wuqP$RPAB#kpv?*%tJPwqjc|Z7qk|2-&`B9Xjyr|y{ zl9uEYFMOl?5@PdXx86xd@W@z-45Po>j9$sh4(a`&H@?1F4KcRQ&fOnGyKla*M{rZvwS@-RLPN^qEN588M$@~6 zDq0Qme1nfY+nOAYyo3dz?m?~SXpk?6cxkufrMGP-!a6+5ubFI(fJK^W&(H zNcSC_fgMd^?>lB_E?T`qxqt-tvDF!fP6s<&UWFAnHwG!Z!hUR+T;gJ)cn?7}K0!W+ z4M94ix8oRx;d3{ku4+5S1AjKW%hndy&1>@@JbQX6ZrUe1l138f=63u632hVF6;^jN z%Z!=s-`qu*5vJf=#w&(2aB{C6UnkD`BFx}zdsh^3r`W&3XV*K6Ef2J+7I;08ynnaH zkCP;-b%c0ruv`XLTs8)8m-@r)>n}TfH`tEx5D;i#$SC#Shb?~?k`ZQkccdGCW8>?C z)jFxJ1NM)%SE!f+J;~(TgFmO@U|ljxo1Obw6Jy;>Fvb zFsRp{c?bt@uX$Go8>s*Y$eM7o^k*c~+~Y2O)pRU~Ph?gchFoX&G9&%urn$*V^~{#@ zSZv=UNWYDaWOE&Br|jJt(FFJi6g`*gP?1xm2i|v_Q44z9wk@p38ZkL;jfputN&-ur zh{ZV%vCL0-zq_SVt93<5$d2cjmE~4_3a)mJUVMkGYKWWSl+XUi5cA6^=?U3yoBZai z`Mz9e_M2G~S?fZ=y(_kuTvS^;0(LhXBm&wr^f^b(;_?HOcU&%m4ft@K{KS9J$us<+ zlW!`q87GGQrIV-i05M)RpO2Rcc-eH$Fr2IM4we4a$aDWTA`?hHxh`ICYsglFVQKj` zTz<1(jL`bFiioj216OuKZ`L>gaV`k^<}Ar^e_MXT(XIJ2{;K7~3oRGV?V%~^dr6(; ztexVJ+I9cdc6FYtQ6ZHxxLorXbvPtL$Sw}mdi0e7eGHPK;yP@x%_%wwmIu1$nwqT$ z+FQ?bKQ0MOtytjGnj8v*!2R64^yRfdY)HMYTYXn$_bn)CjgseKiv3kM7!$fGp@`8Y?%X)I5t8&A2Q=$Oi7qzi{^W_ZvLA( z{%#$XW8B(2sMxTjwZi^~2N@R$UUKxN`FrMpta5#YTcb)-*zL{BJWAS=@&^1k|5vhL zX+cJ`Axu1KxeuEgyOrjN3#7e}z@^LoO&3O~d{p~jgB{}Ted-V0afyCMG_qchgNPT9 z{z7ZZxe1%CLsEnLQK=4 zA6EhBS$_SZOA=qgf7`~z*B&lj&V$|CP8-ep&!%{5#^ns?0!YRHvf}gGKo3DX!Oy3m zD%p}ay;3e&Kj8reiYV{^gQEWkFc4?og|q%$-dDRdv5*OS?cEBY7LZKp^wXw>ep~AP zLp>*v_Aj!Zz_l;_PAu-Eksk5@4+OPCm3VH~?F{8n^r2hSI_~+Un_!j=#n8emngc3? z;mOPwYb}XT_UN+rPWt+@M?xqNOA(&v)Mxj61+ou62=l&YH1>a}OZ=HccVjH*ipRJe zk%56h)%i_v2v|5+e11>#IYtdqVzQf8k5w$sRwDWSkdhHPJw3fjk6p`Dec~5V+H89P z={Jk$kQLKnzuTTfjuP{un~`1E`{*k4XpL`&dOlT`sdda~82>W1{(Fdh=ntB-ORI{3 z!}suN-^aHF&I0NCdeRk~n2&brLW4f_qqpNP(jpBJunkfuFdf0hWBLutd+}iPNF7^p z-|alD2=n|ch4%td_&&~V27`kLv!6}_I<~bNyaiHE(kuZ6i(3&)#EfSFMDTCDUhaBa z8m-&TF8wsS1vt0{4Zy)?pa2JNc3FFPqGBBLWl1Att0?{@g)tWwm+ESwl2_rU98dj6 zoPNdQk~xPT!BWXLnZqhCb2_p}YaZEN(PY5~MTdjsZ|V4}6F-A9ye#lx1ZZIXJO-vq z|Fyw1>r{fiUc32d7et!RK5Izw&^&wDudGRnoC2T|ZKw(S)BI#bwKgm)@81uY5>mNf z1c8NKibW2G73mbvm?87MK76Ti29yw((wz=jEqmuZ#bt4<1Ru(+eZOZ(oNQzp$oVUl zI>rHX-gzK$^_=d}We>V<-p%Ole$c*d{`$T3j#z!9w&xlYl!>BV(TgHYSj!IimnFn~$D%8OOxtfOy;ZCl^pK`IiXxVL!o_D>D`#2*@X zT0f)#cx&(w?L?TgcvZMK(dH|9WvW^A#tX&po&(|+A2PxItq{Z~8EN_9HV=v^3AV=0 zvm*Nsv*$f}w&koRZ$27)&G0(;F4er#7#oRZ*o;W%2Ujc|_(^C$O*?Q_Y$66g4jb@e zW7TGa6SBCds2#{T4TP+gx+S!?i)J{}(GCS=Gd^Q%l_yzTf2|H7eluo$)N}s;MWfRtjzw^75JAb@AV&bvvtWY<_O~$ z-?O$;7d6}`>9yfxbWRoNx914d zymRC2O8X~H9+t&%PUUu5cbWQGurG8jtyj!_v&O!bibl=~F@1V2#B{$wR^oz@zF~+c z?*SvBs)h{k%~QF)31wkst*ORwF;`%QYN<$vC3}m@jxRbh^Dd1#bh+#2UhFNe*qYKa z_sL8Y($6V6_n_`w7k~qb zlX{Mk23!QhfUq>b(L>&;CfpZ~cpkwV1?WqLLZlxZsSDo0SaW%BCraBm8iD(451!_! z78#7_^xaw8q#N=d!g<+>X#)+icCK5rgxke-!=v)e}i5HJ12n^O<-NqL=_JCY7b5x_Y-Q~j=;xeu}J%7j06?%wPxd3 z>>yzx1Z_TLt0M4y3Ne6 z&3D5suo;>0#lHJ?cHuX#SU@VN2qH04G$TZb3$oh9Ij-5JlTDOQoE zaW})z*AzGN(CC`-wA+Oe=BO8le+6^?Q@*tkViuC$l%+~l$u>RV^Hu7Y&U<_O5wxe~ z*FEIE5P#N&X#Fx(qXN-A3$DHP_)VUEnJ4m7?s&CNIs*yCb$W%*fm~$L)jfE+60wx7 ziznHpipZr4U#k})80|ngrj_cgiEU&;;bu}v1l00VY0{X=-m6Q5zqVw`ZC9DsPd6m* z@$)Qe;p1=j>8q)2d_OdOYCwhRQ|rm{?dSB4rpVBks2>=B((^Luda3gBplL5^A_37c z@dJBmei<3mvoxN#r6n@Tl7*`pZ2VXR?!fXuq_8lBF=r>U)9fjp5a}ZRdbwzB87YxCjq z9pAs_2Kb~*{j7WQNhRrg z<%+CUBh;q$ID)|P*-80DN;FVh{OX*J^t|X~NZ5y^P+#;ms+@I8LH){?;!^jb36b64 zbVBmXE#V5^5_ZUaTcg%8yWWC-JzJs5OU~LV^R?!(w5$8kbx#K!l(}Qt#JBso$2QYC z5owN@JGsB{UG*=%?KWiMwkemOle_`49$dq&z?<1scSRT~ZD)^CVbaG4Txa@pzU$?! z_u9_8o`S<3K@PnsX?r;Y{VuQWVA299LGFrI2tQmRZ-x2&72XF96g2KYhuh9t_xsDD zU)L#^ln2x)SnI;6bDkKyE61Lzvch|?)C^u1wZKT=kROP2?RFzh9D;0Cs&)@#r(Nbs zJgeQ0zfqV7S&!lNE?!{Su5gSO7kGVU_(c&4Yv*X)35dk+9@?92&?q`f@dZpe<+oS2 ztTDIyr~bi+{5NgN9|9u&Dd&FTDUefD6`u&vrflCcoMPe!i@yFC;lLK1^p;D@{^=DM zmybk|@t^G2eX*Oi$_pcF1{edO85Xb1DNv?uU9{u3D$4KdrSdw`!qF&`o{Fo^B5r-w zSnutUnzu5O0Q*sb+KHsT`1*daBy`>_W`y-Sh9CbOR9Y85dPI;oa^A%vPGlGxoL34( zMR?)5FFN_)u`vD@=PISo#khocVmH&=cuK#Ll12$pQcC#rXIsc=(p&A`tyN=_yC%2T z@ZY!&37%OFfNb=^tn}5pKBI;#%V}gZS_qsFTrW zuS9K*9mWf)I~MzcoT;b04aqrl$6u$KF_S^#6x3Nfh|1Ml<~NjTLTFj@HuH*P^)TnLnRbgjHQ#*Su|!qN~96 zgOQB%%gWW!1g6+j2xZSwe3jM8;X(0R1?yv?!(wY+lc~DVrCVW=s57g?^9|tKLkqSO zQ{fh6y9}>GPm10 zDnI<}l}-SO=vVtU`DpUWj}g9B+j7B_fGr+aOp$;szAXozN`S?BPxn9o4$65l3K=r*0TOH?iinmfR%Y;28bqjf_GE+bA5W;*e*g z|MFW3m#D6MzsbmbYKS~?Umu$lj?^=>Kx%n6qow>L$=3E#$v`$g=K-dg-dB%%q#nDA z*D~anl;DS#LY2FgDy~X9>m1kLb`i-_m>^(LLjo&ePQVq?W6YXMbWc%AUp2zGv(K^i zVJw38M-IeG;eDXniv2L=)FYMHVGr9R)k7nNLz>FlJ05BGI|dk?;u8E8KrU@Z2wo4lneNj3p+hd-Hfyc5>zbqQ%72S9F&DQ@1*X(iX zYOM1QD;7x78?Q)LAp&-?2O-e02EZYheYwQhw`p95YvTEhBY$h+_nWUyyt?0L-0Vj9 zt~eL}Lcz`x0=va*)o@Kbi_J`6m-GS!6Jh3@GB{g3hC!PQaXm>Ry;YYiMw zcCQVn1-qXO{JP-t0bMJ~A79ZQ;_jUI@?S3NX!^3a^c2+whxhdW+;0Fp5Fi9M!~b>sfi7kNI|n5)lQKiqdhP;Av4+^*d=!}mRN&>URd$K?Bh z{G-{sVbUW1#P{N7tW;UTBk-D`h}l12|MMpNN>@MYFBiby_vJrs)+!;w5t8LrxdRp7 zomnO@9p3Q<+t42u@Ib7L{ID?s>@LhSXca#^rR~j;LnvA;UW=nWjSNrF96;tLcd0Z% zz-gGu)}TZiQZ|`lqmSjIrdE9`S;|+aK)PR&f4^^4(vU5Qy#aH4yOhW0O|$zg^39Ab zMbX*QN6v?0S#G%&Y}OYorC)S4ln1`-C+5X^nru#`pBij`+u`z;G&~BGyR133%{~%! zBz)5yK|kALotRp`sdAdorQW>lcq1?@Tx`LMVe$DNUTdW1B$lP<~^kSA53b{&*d#R?MP zRl$c!PY-KGg>G&P{J(P>(c@F!q}tZYK!-SrMnMs&@=8jM;i_2DY&U%aX zJbQRRswNaQ@J+2Vm;t1ke};>XzbRhX%#AG)f%pfh79oJxcp|@6B6L3u$k=}Pj@eoLlz51Oars;GFFs#0 z7HZJglg8N@E`Jn|Q$wom-8@a{Hf5+4e>tao=F5NcM76@CNrxLjbA3yf8-0fFKW+`> z;dk&Vb|?u~97-;RW_eLBhfrOb05r;z#dwFbkJqOvu?@*mI5yfwm< ziZqxB(UxRP6w}xG52#g4f0VN1XI7e{;n6>*t*<)99u-+SfI;$s)<&UVcIioWIJjvU`*7tqR_#biGez0r><>cdsa?jf& zsII>R;lU1S2G8)p5&+Xo@(rM`2?=7n)@l7cC1N2hp*dj7}R z`o1&^y7p_=uMMfZ{F$_yq(T`6qIbg?a0%i|pE7(TH*lsg(eBEtcB5My9a)mzr&iCO zM1?XbwEI)GQ5t;VEcNpK_QNsoBZFWfndYtWs zy0wQ`z8KzyhXr|KdLKHv^v%t4?J#<8dbq1C3d$cMCJi&Ri$nG;+0y4K79ak{8~$fy zfXaj*--*uDY}4#gOQX}|@dfumtSIo+e=lvpJ@}wa?598uOCwDoX<9~k#+bB<;76tG zY=_y^$(!H2qr8w{kNMZ3;SLq{Lqzac9}=C)wnwf5eJz@ zT%|nmbku!o7x_UVVffZ?3iF^_^{0kD8{_|Yk$*qnER4G@3PexN!oQJ8^+p_a7&v|9X4^uLL!s zNq{<*R>%MIpZG67TR2tX4U@^2AG$-BpdI07^kleVA1XVvo2RAae9cNWeO};WOBWN9 zD4`#cwyeqt`#GsM*p$|pYoVs68l3)H1D}g>;@EIk%7Q#8%USA&O)>_BSNk6iX~C}* zV5pYY=Z94$UFbSBwrNs)Qs8+BJ5jNM=ua>YCTs%IA9X!F(%DGk-T!#W{=Kq9MSy>d z5JL4NoG9%;S*@1DtgjajS5=CDRb|Jp<+uf^;X20`eBi_`-UYW<`}h%aScD#cq=15t zABCg2F`Q%-v;1~{s)cll$2Kl*uuZGzyiDX;v2W_W1{>>`<7H|Z1`kQJ+!_C(iGmH^Bq#{qG;bgNr^A)EC2jZRTcX!$4vp=899A zj8pC>>}f-)t*UC0O-;x~8IzPG1s~{^>Nkvh;B}0UA+`ALpWuJ=kv=L=wu%=&bN}hh zefdJ@ikOCuZuA|EoY#vn)mXxnWT1qJC8Yi|Y3Q4l$gICr^Gfc;dvh8XzHc{9gkMm)3dm|S<|0B5!ucAKh({RMy8!NkzU-7Z;DUQaupN+J= zl}%}J=D$&P>dbxhDe=Y2Gg~K%N#^*tcg5@TS_UF4wsW%ET#gCFR-+ht^AvI>C)9z-8x zgWgpTuDB!0E~ms)s?y{Lnu35(xtnY$k~|3BfLg zvcAQBEYi5va1Nq*1c?$BZuNf?!{v2u=dqUjVq>dFzl0_1KF%eL40PZZ`A2e$Xyr7? z%4s!&QtO}m&(peH`f=7NjK;Y*RV%5|>+|xyduK}x%ca(QU-F;zxV3szVeOG&aOtif zc8{jJOQkFVwBC0tJzP3yFWvTip3mxj%yMJ#6E>$!3;CdMPccIxjGind&eSBegZ7EG zmYV6kSWHSyQyY3N_4;>%E9Ofh4)pp|>LMvAkGj5R;(R`!pFfT)U=)j~5ck1U6Dkb% zy2kfH6g~AqZT_TZ%7eXdYZT?6>)Dc;jeQN}zp(-7g`%+%;RHyAPr4qJY?1FS>qEy5hAVE7{G^>BEDOH|I;e$GANY8$Ir6P zd0P`?5@64|{Ir2P>`3Bx|Gs_vuN#DLs@R(_sLfs?N?99xsFwc<%%{OlGItoO-qq>W zxZKXOXeY|V@26>cp=gi!Vl_s={4g)B91u(La0!+&_Fnse)nqA|zSm)wNKHBp`a|TG z^`eDaTbq5(Bnm7QTA#g6mp+x8%r17QtLsx8IZZ(HXIU*NBKyC6vId?dN#Km%f$%Dp z+04rnMe+1WdVi6q(>+2~Y5BFgktC*ADc;GhAsH?&J&={Teyv0O+ZpdlW9H6C)P5dc znio24&6O0C@aPcz-HZ(>P4&K_G$WI@R_7t%@4MsoU}0U4mWKIM_}t57e~t-aQkNHW zb$v3b1oFk;>os5;+~Mv1b29wbVaaZAO{_l!W)s*#IRTVc7(p}%w_;34x%Q$z2J=U_ z2)TH|KIFrduW0l;v7Z|uT4|A|K`zkVn=n2!>z`UIDs5O8fwr@X zx8!`AFIvV%98gIx9@w5wW!E&qt<*r{9t5{n#&+ZU^=11Xx9(QdDlWwLq4?&mjlQtk zc7K)i!L)+fS|}9k+AtWhgL3f^$p7f->prlZ#w^+>w=>WCWzfXcG3od3r zb_OgvkMFxUv(0FyI9TaT4fjl-nX;>U{&hzPhb z)W(a~;G2&HkMvyf5s~8HmJC3_n$Rb{+_ui=P#;+iJgxM5#D?xrTpesiI(Vk8zCb~3 z=*Sijt@1!q^E-xaH9951(lKXE5J_}GD1^m&4}I4Bg%y2MqdEU`0oy9+M=3wrD#Jz3 z>VG@rJtw_{e>S@*Ix6tQT}C<9TW}7LZ1L1mM>z86A4%g9l>SiHqGu)}S^s!`GN^9o z!fILA>1wNF-}m5UadCFNnBq)iLJv68sU^p868;491pb_t%(&M1nZ2iij|Qp|>?np% z7>9hrOeahAPhUJt|MKI<4^B{$7%v_Gg$dq1R`R6V$(a|&ngr31axJUB7l;>yd-ZW1 zbSI7fT1tkNYJcx&Kn(AGnv{{TKUq?`btRpvpgF(qcY;#1&q5`b*=ShkrZaAc(7af;P*J`vi| ze=L>jtK*&C!SE7P+-tWyiULX8ucm|zeQ&rHedN;xv?H{I05eauvjn@VXSg^0Wq{`K zBw{ieb6IZw63f71{)mAoui@f6Y;Kf{bMCdB#_hHtzl<`7XO^APd)Q86d>wZ9o*J%^ zcUb>)2b#6Td48X->O#)&8@i58NIG43J*!0mHAH+z_gE0~y;GB&##H9Eks2kzOhiW) z)ooc@{~kOsgR`lY@_$wRf42p*Fz?cuNPH)|Cqv7|_Fc^Mw@m)ZAC-XhvG<9}qOBN# z|2P#ya31vXnJ*SohMH_QU6d2OH!?#uK!!SD9^7idlNcYr5l9JHGqRWI2hMi{N)tas z0@WwmA)0~&qtjJ0t+y6FL1Jva7?=awjv*Mj*Svd0Jb?Q*?1v~cT@0- zduVx>c=|A0zK3cnWeAF-kMQ#!TirgJ4~(kCqZWI}P*O5J;DPaKI5bFAmD3?pzhInT zOwiLIWp+t~WnFroVXL@IU`y3i^_TDssk^^OXMc(pE{z%W_9^A?*p#@G7J>4v&-&@| zAI%4Ktpc2~!tJN@91278Idut;YY#@QL>?Iv>Co*MQQkOYHE#_jeD4)maU1Stq1+XV z;qP1x1)o}Hn6eGr;}LfR$ko$fxWV&4yADM1s{=_GaFM(!bK`;N;a7I%Vjb`1K0Z6I zl~^gnWN5d($7b&1(|*o`Y*|lueCwhp$VJe>#$Hg>LZ9<=dku<&8g^OI-NtA=h6Bf} zBcGa4ayxhMIgiQSYre8AEGT#aDPEpsrh%RfJV@6(O{y<^tg&4)4cnb#(YVR*I+97E zr08GpsSDq_!4&t68G5p}tmc}geks&n`1>P&dOk6DjAEm?o1vM$zTX0CcB9Sqp|>00 z@xF9=#8d7ra3@^lU8~uS(7BRvywLR`))?5M)d8?8Q45sE{`n0p*(C`Fpwds z0c9^JE6W36-Xc)3_TM`B+w*0>gMNj5mm-hVi%93O&k8kYa4DJk0XZfL3i$-WnVh zRyTtL3NMFeXuD~?WKSV#A>^d}a!Gmi&cwttKl4*mKc}j?m@^Yim0V`kV={U{Dj6!1 zx`{1m8EUV77eWkQsB|jb zEhSyjAxba0Te?9&8l*dRzvsFR-@LAc9~SeT z_niMR#&4WFPC|2dX;6$cmIeIOf(9c*uJi8`5+p9(7B!oXks1;)iC=#X*bp%8e~@AF z;8tx#y5_TbG~=P0z^&NXEn=IvM~CWBZElC!UhK;{pTs-6EuZ2atS8`48%+tg@@-rr zd3U|PS2&;giTRmgJ~UUCvBOR6c5{w9VO_gcZ1XaAUPP$_mubvtL&*6@3}NN>@88j| z@t=8oYYIIoiH%^`t@BjvBRfNy&@1(9+KPvIV`6YPHc~SPY3uA+GP&Yj~KiRA|bC7cQr5&fFX>W6mB3?>skrh)(CF!SbsFV{v-jR}m2G zTfeU&{MWsD9(Komm(wB$ip^J9dy5=FRR^qb$cX(hJ}|YrDn=P6^W%?E%&kWDIioBF zzkTpll8u?G<7%gr@(zIXl6lwA4-mxW{Llq76<-Qs#kBNQr#!j@O>GQ=N`n~ZiuMAV zwnIA-N+ThlhB&MhW={?=Wnso8LflW3;9&mgUq*|#-x1-o)wzlu6dTX z)CJ)m)Om#{Yl(WqmSf2YhOZ=uSf#Ie)cR8s#h!$!o=5SgDw7-~6g4gRz3n`kE2*R0 zJKX(c=s`I$pJT*0?QFq2OId2LeO_F|T)Ti@T?(Y89}7qv#45GCdgUoR>8 z#(1lq-CFe0K>&5W=$qx%ZK;1-#+BMt$Ih+t_)^MwwC_zWZ{G#_h7*&~=H2`>*)5{+ zgF!&T@-E4pfU5Z(mRyAxzhUZnx)#m*aVt9Gj$wCTeE8(aOLc_masNOJ@ScIV;t)F?4RHSO)%_e*`>C&k8I zV4x_!AFpduSf~20<1!o6-$#!n;0mpDv8nE)DUVM`N2;^_#L24>qJvmyaZiZ3lS7StB6#6Yi5OL@?Pg>eqn8=rR zLHYS)pzfyvTCb-R`97l3Ed9!xlZP)d1yhfY)2S6w3yy{3OjV=6rkLm%J3D$UuSbOo z%;Tlsh(hmbNZO--^0ol=-X6!c{LtKC5$DGEW|0vFs zmu7jDI)7FzSxH&y*%^@=4L8@+R}x6KswG|n2WrWs+PK~+Uieb0+e zAlGUlM;iYdNe}L;@Ac%Gzj3}e#VOVj8MFkbc)y_PB>YB(Zf}2s29ZH3h&?|5%p%-} z!$${sG**>TJXkrpe5u{_)o!$vdVP}5b4_9*Ykw&{!9r;b{z`MVv^j=kGoJ%*_HAdD z+v7X$K9?=4-^m2-FlqxZP^ZryDAv-C%s=)P38n4tIcZI*HwuHw-FGVnsWXSXyXAv-=FeDDPKci0wI4~w)q0A=`P zw0&X7G3Y9=|L`!@n8IOgQ$8QMaNFk9R4eVw+uzVwG`$sV1$DNI>G+MQml2zjnMpSG z*fvxCjy}!)}@?` zJt8)r<0;y%q$)P8IVgF5jeRrU<``zi*AVL&aYJUcVo9FytE2MEyUPY8NhQBxv^jc& z*xP!V;Ol{Zs1Js(eCm|+boFQd9 zA(%{Cd-wu!Q_8}YceSoKqQ+i5x}t2{7JtvQkgs|_-Bw9$0p%5w}`?_aM-VTslRNAWNx+h9-Mr(aFLv0L%r7@NZqo62{>_LJUV zMjc9NKfZ+hn9hnx9u(Jx@M8#zL$Vo}mc_5t1$gXv<0gY_>(nx#o2v80aSgj)iYdL? zo+;`a9hZBK2Rs%o;I#FU|1oDX*HnA<5n5PC1n($F4YekouRWk6&fy#O4qN&pT3w**y zy*Pnmp;%NX5+4ApPm?)jERB04C=@Z-s|w{;4~7V4nZQ>(yQIgeyFA#e25nu#&r@_W z$`c*~I?P}_sJ)HevloGXz63L>PG}kTYJHZRu+-(BEKZwda-*F2_G{mAG$l6YYvt>& zidp+2bHo(c1y_vYtT9yv+u1eQU-=L@m0E(MtCw=`_^@W}{bPdo zT@*J_OP%_6d6j#t`OwujZ2>eb7fr7RcBCU0_WX>Q7YN=kW(fCltybT(51A8GU^Fz- z(9lS!NzB=LeJ-P3YeQwHDu#HIg`p|F(Hz%5yR|J_k%OGwn&vCod6d;^B-On$uR4wH zKW{qCoStp6@VbsEe;6VfJothu;;I#wJaR z2a3(0C2u?uRMRQ3NS>4{Ick;^(0Dc5%8;<&+p0mCZCEYOm4to^!tZ8=Sd@ldq;(U_&?Q9IoX!RZUfpQ*KpPAK1npwbeVVp z=9?xy5J^0{ zO0p;Ld_>FF68V|TYcy~R*ziW0ESjSPcS%eFu}WHQew(Onu?`bxeqLAL0_mJXHg8xf z@ja7=c+`n2IW1e`MbYlh27|nOXMr$woZM&EoVX=UKIYqjWE+V++Gwe2Xor(@-(JnLsa7bKv-p4z}ZPg4da5_iiEN=#R|B47)#KD)%RfV$lm zK%ujzL%*-|nSO3#^!LAzdIOwwlze7)8}Tnu zHg-hw>3wNT&xxo?zP341s3mgQ-5VSvAzuqe|0Emn;R_w>vWLD3zw?oWmSc+|CF^MH zS}ZLUweaQTCC9ty|9S+el|?XGFe%Ng8h2EJuwswUcD6;Q$`^vTJj7&ZXy^lIDjnME zu1Qz~1H^A;$|@>UIfV+TMoG+TFlOmeVpuJ?e;_QRhM8tS!-P4aT7<4%xhTo{7u_D9 zawXIoS$kRC-1vZE8Yszf?(X4p)957K-0*CnSRZ?wwfP67;lt;8=mRQ>d_kc4*eqhA zNB!q4r}l#kmspJ7LyY3P(-*f@@f@&$?y#6T`N>9VMz9?M`mvEP45xd0B2K z(&rZ9EkZ9|p_TpA_1H{I5{AL(I!hoP!U)GV4JFx2Tkof@)Q%A+mO&hJH+lH;XBy@& z;_cT50z#zs6VGGi#n9-BO)rrXaD^}8rQ z;xmhIMJ@dWJJ+h8g0ZbSoWUk+MJ3Oo&5So{c3FJTXuddcAz``*X>J3AKQ8mpCx)i( zKuBf9_x9e7;(E>1?kh7eFhxe$3CWy=WFW|__f2@2#Zw8T?hKdE=c{;udW!yLq>>>w>=u*d5-QV# zMfME-%!v@IC^Z-apT?Yr&1m>d`M$;GCFbDC3ZtHDmYw>p#t?ywm*FLnI@F;2!662u z*pG=#kTWvpSePT}BeuGC$K&1Fc``T;5#maMvMRJp*X0f=A?@pH5*x&71Y>lRvViAt zadA3VN8nZ?3%va}maZLTr#!|>e|V}fHGteDzv2sRW7iB+12KpWx6-Q+&o@kBRRDos z3mvgWJV7ZnAshf#qj=WFZ*Ty9g=g&SJ6q-NTeJ{f-M-ifcXK2%pey>z$rrhC3-$Zu zGWVg%SnOocLd?fv@pB3o1K%=LQTfU*a+QY5=620vc!y8UzEZ-U=> z@_nn#*N(F)c9M=!VR-LZG0C^sGdx^Iy35z^t^TL{jG94FY}7kvAk$ z^|V^Vy8ZhQEmOO4v+=8)x0S{0du+X#ztmdKM$NZqs@AAL0i>dE1wN)V_yG|meq|M~ zBbw8yAMr5lvOGd)hN<(a6<9Ikjrzwv>gwufZqc9;nwurci?OdQdg#KQG{Y7CjsDSp zbvVhfd;ai;hy}_*PoYWJeK9!%Z17I1fiRDOFM^)J0}k- zR>^C8K584fzBs=z^DxnMoew{U%Zzl#HxeUd)iJa@iV`@8nck6}KF31SnqC>b)@3xS z6Dex#=ym|(Th(!WBdX}}E1!mckn%5W2i#@*SLw?Q=i53Oqox5VUs?F(r#KeZ$KM&2 zmC-|z*_skxaLD{3xp`?^2pzdw-)&+j?;C3UGD7$)bHpcr_gjDiGs3#;%}Yp~6&~Om zi}rf76sXK+{m>&Bj8yioUX_@sJ3H~6IKWA&R$g$yqGmQ|bh{0y z-OepEc@}LU$_ zFv+N;K``R-f5D_%5mm9!X#1-9mHS*0N7g%IWPTJWNT;7Xb14U?-4ipq0yDC5e5GMz z4KMQK3rYb7HH$$(kf#+x5b!*uw^?b|g$!^|zelS6#%s`d&(IGIeSfZvOrcr@3ifiu zVrCJMtoqkqu@zhrcKm~?0AM$aW1-##C#gAsF*N5BNj!G3_;bp9i;a@p>FL^r91iOF z=yoGkQ`g5Ovk%eXRs?+mU|zGY)(Da98(7IXE2Axu!{}~Jy{Q>_&SaIEnO60BukXbpzlMBsJlLhC6^b>A#|CQe2@yeZh9Y0# zBXZ2@cOpyFC1I0gX56@5adnH86g$%gc0J>0=hVU?exgNL&_;zk!IkXrKTW)Fl*_r` z$!;RY1_}OUHgdLWY=J{6{WGG;z4nzz7YOQthp%SwtRks^d$5+Tz?rl%w84q&xh|4= zh^RZP__j5QZx38ZI?hEG@b`{Dz?`hM4{&R6;q5l1BM2#;v2?yuE237OM{n4wYDB;9 zx4%9jZQPlYYY*IP?is)0^8Z;PV0AZmFEV(I#X5 zfP@FCL)qfT#m&WoFe0oGTV0(fte+uo1+cpHeH3A?!cI(BKkW7=&aphuX&qM^g9nL> zRhl1lkH`|~YH@S@+2C~soAGf0lC2V~QWazFbD^$~Nt4W^If$l#0yt@3fIhXn^<1Im z_=+U_&kiTdZIs&YO;<7lnP>m%q1A$iJ1YNxwHQ1oc~9VL;fwbLdF1#z{x)55vVJI| zpWLOse;$JV;_jwPQC3nF6=~g(>#fo9wK-DkrklfNUQ??&Tf6#G45TFRgL&qDTD~xH z6P!tVYB5wl*SB&2MYoj2pYcd$(VmHWK`-NeY@Z153Hr>9b z(RF`5$>t)gR60!<>pmJ&*FQe{_vb)S1d7fIRH_ZLs-|_6Caf|f@OrF8fvet@or0(@ zQO!#eQ`U{#AiSlB7}p3!(wwd(Xf$N z-~U?V+|L4r(MM-%eHD`h$n_ccDgtb5(X=l!6+pjCKA+R~+7!|^t4Y!Zy`fkMnVAPU zgCN_x={QRFFN^PgIjao1h$MqWyc*q zi*ECjkacec3_LtBF`;v+Rb?RdB@6;)?2ll^Cb&s3WEh9uu0We~CT}IUJG?Fp(xZtu zgDXJclF~F7-b-lLzouYD8f=`KgJemRZMS(&upwdCD{W?ET=HX;dRd`;Cj63xDu@5T0JTc%~W&}F%4ijmx$mjlAa#n3!!hPr@wYBi6W zd;2$@q$JDri{c$?H;J{!B<2f>nRm$V!c}}pR0$6An%BKRd~_z)hX|`wb4+fORDu0S zcIuT&M9D8GeY{{)Rc&I5H#VQLz&ilaH!5MBS9rJ?B6J+g)LnA-Fs;J0MVP=U|BOGw z$Y}cLfyVpAN}L~uOKt5*f*Kyab$OZnAgK9N6jR^Y$|@z)6oD3H)nX4r%%XmU@j3UM z2k@6zfB~0JW%L6u^Kb@^2Cd~GUQr${wYIt?jSi5}$`gyQe zi)goHrA>`xxi@W0)KcL~vZHI@a(lmG<#~Sa0yHBMIKdC<=<2@Movkb+5pca=S(qUD zGTMvtzATRw{5y|IS_j%PQfp75_ETeeJA!jGTQP$l>$?bf$+-=<-gr3SzQt`oxPlrLRdLn`u$u>34vM$d#2_V`Nsf=FBZOl95ArWa_^S! z=aDQhNT&z9Rh#`HGZf{%lbI=X9!V<3X0t36j_$g9S!mf?vF+`-y~X|TVM5Uh)?dRi zg(3Y>1?D`jbE3}=W+&Sa8Q+~_qsW*|cnp5!`gW?BkTUUskFTF^b^ZxfdrXNiAG~62 zeBlxkZZ85m^$RMKhgq&<<@#3$BwP-C^wkztugPn~dacS>@`L40!p<)uDiRVn1J@q1 zJ_u6QYyZQb`xF>-)2{@$jPQjwz1mS*cE#0hKky7fVrU;i@%Q+jhtyx0p50EXA6Z)O zf4?*E84%~b8yX!g$jhTX32*MBWJ4b>)BK3=089m}9C*v_^xSXA(zH$Se5Xr$CMX9v zF)^#iK|L4BF*t>Mnbv60lEx#_>Pl7<%xx11Sy%U?Z~hmnZOD3!l1n7mXx~9ELomqj zd$sI_&kt9!ME(5+FL7SK71&Hr8C7}-Ol^b&v&o#MW4hi#d%QY{L!9oF6;5cw#={(+{e^M1kaUxTS4 z51k^IE;vgek0Mv&o=Ui;G0ArplH91A)_J0C)ypK~*x-;b*DgQ-YD9Fg2r7V+tS6s9 zKjin(K@euNnbhL?_wCfP!dgDb2dAc|$HDxQgxmh- zg@~0c9%xzj08ZYcwZ7AvlQHzo)kg$buJb8EaYG2JqWp2!C*Y|P1I>*1_|@HhL6z43 z{5C1O>yAs}mE-o?tj83As}gi;8fj#Fz0QNu_Uwij;DDO|WQ(V`e{{q3Te{j=XSu&H~<>{LU8jk7@zo|CVF!ewgn2n19%T zt0svnaA90ap%*l7pZT{U#P8S#fjABl?3#zVpC#zQu@43rFz|9R;|De!o;{d{v>hD$ zjIiKXd4Xx+lv%$$9dv-RcUJ&(yzs)-rrOEKFcJo7Sqt&eEP+Ytt0!LRRjkimQAvqK zP0z$c^jwmDK5a|5sp04zphspZ{Sm~XjfjPQ6DM8SI%WCU~51GFzF5lLBAEkd!v!^{H*>e7Dk;L=Ff$^%7#;~==GDsq> zD%<-JMZ^2p1>(C{v@jvVFO-4 zB+A^sx%(Se0vt(}Oor3v$yfwThtjEkarZ&M2XdOq?^05A?-HP$!_G@TSqrW$ae-#V zHfEjF3#|v+$UOdv`AAV(#wk8S>prdL&BhzlqGrzJ{}Rjkmu}W{1FZifm_zz5Y8HU4EyR z-I1}?BT1l3on~vgXI2N5XLhK~>DW1>nOgVFy(>8%v4XPeiPO9;^zj|@1)+^oNj`zo>zt*6{&JP;YlIth3{6wnsTU=QT&SPNqENF8-bZ!vgO#~&>>GAqv z&)pTBv!5iF@7QBZdC{j1v#1gY9Qz%Qmk+CQz;;vFRQk=4lmYtk18yk2du3sMepnM+ zYxp;<(PV=PL}TGk;pEV+fJ~?uIFp@TVrmi$6P9BUjdam`a3-LWh0upwqC?7i3Z6Ee z2c1=mBHrHL51yv_RQ!b3{%sVg(9TCKh#N9XHDUWchMZ3MfLUSrz|mTPccw{-_kDp zoaY0IFZ)2MZURHQ>1zmY=dLZDF5^*KV|J}QoVwD1*u*J&f}o@f8s4s3=O zM~08SxSM2)Z2A?3XNOTH96V<<&BKgkWy9LDBl^VoR-=0XWBn_oks zWQwqNb4q#w5ON}OfiQf&h8xZe93DKNS3ERhi31}F#u6`*PiBS9-#rhSwjyLH(2cwC zCAdm+(pDgBp?YzG$l+-JV^f|N@_Ow*nG@S;KwvX*x;>ep9*cQCI{GH9!zM)GnNYuF z{F1UKS9uD7JO?@y$P%61K08;Q$uWY zMVPnS1DOgo9;G`rqFB`ZdC=3MIt-MD9i>VI6~2;M5Vsq{V+}4XE$v$)!9UJ3(0S|7 z2Qa`)xxH9HpY&99cx|aaM?|a{{Qa%Jk0n1tiQRU7ZAA2-Dx?u3i9%zmXh; zavUQ@l>`yZNh}7%Li@7-L=06kOFcOfMbv z1Pi!va#Gl%A4qpYRem^vQseE%NqM$aW(e|uXY>hZ5(%}4sLbnRd?v%D40!wrp)Nx-$v+O@P20$C z4cqVA*e5%U@=3?kM;ukX3HHb`z^qZ-J)Eni>N3hZA{FKN#A)c1NsUvoX7@TP@hOVs zQj6Pp>hwj+S!#6G9Sh@23vo-4ECzCUE+_HFZqQW zjmGQ$_cMS{N(3GAs2rK2`Xa_q<&?&rZZcPHqnt-LA0QWR*23rzl!ih_fJarMnhK{y zpZzkNq$x$UM{xjmt82R)yW*7bEG4r))r1&%D`I68sg|*)vS+=; z%u&GSBy%YRXhvu$tH^U%OA-c#HsfCKFt1WmPHS+V$JY9oqkBK*;)!*T-KT%nmG}*- zI#TIX*<@`jF3#iJCfl-Hj!4|;SGw{*W1=sYmVP%TGZ6}@NaRz-M$G~PCslo|7sWyX zXxJK~+W|kmc$MmKGNl*aE#v)-$r?Czrizb!oM- zwPV95{Zlm6@{xOG7dFlTDn43ur`zRbatmf_glSpuek}pI!G(bs=Amxw<6hgCk}8YW zwL2~_+j}+2{JS86Z*Xv2^YFVwe(#1a1{8f$c;k$P3m$`R&;xHQg5lJ5=twlH1AAL&;wbOk>EY8h6iJ_w1vxOj@s%fET;$-Caos0bf1F=7s*5 z&)02{1Hx;5jdJ}>*ki~h^m(F6%owOZ-HzysgCh?aLgNvzYuVB#lCC&?=*XE2IAcM( zk_iz?=GlQs6q)ahQeM~mqr1av?9yADbuF zJXwT!>J;%pw8T%1MzAN3hQ_-u~*Y!JSxsbMit63Oe2T z2r;o5$1oRPUak;r6^Xy2#wQwh>9~w&YX9&?7!E5Y{?$uy@qntUp!OiQhu@Vy?F5@j zMHr7Oeq#HOWpERGNg2bdv|PppnI2cXRVh%wS~st~kKgwc8t~$Nqn(uXe#wRQwC4AK z5wQqk_N0)YAy6&%j=Hyt7{B*@oj~l5b@W5j*NnB4gvrD!P3psgfL~ZnJWiP#{0&DgpGf<^{pYe9qEl|zayQ|*KLer{x>FnpHj}j`t8NleJ|ivVLxWB z3TXW>+G2`Ah-4HfS`0UVw0GyBZ-4+r9RydButKG3E;5XlIS+JfmxdPjf_9pP6IM?S4!mybf4Hn$q*MLtlW4=?i>>kN-3^ zOqMx!$hU8YuY~}iN_)opPf9=SK%Hy@VoN&f1I3{O`cO#F{DBRTxjK>qx$=_0j)|O0 zuS(AMU~D+JS>w`Ay6&M5f-4t7Hp4#FNzQLH7l>;o2CCBC&ugETjoIZ~wGwM*TyBYy z!#K=d&h=G99U{U)e+jIS>MGumU&dpu^$dfhsCX4L!axl(lm zyEg)AX+=(O)SDVHwuke^muW(2YNe_|qlENd-@GlUC&g8o7C>jXeiB(0pCCE}FJO7} z8Gk&&^d<;6wC{E}3yiVGEtG~*zLWN!EJlHMrs_)c0l%T&BlT(nqG5VRtVa&#E503& zMn63C)`5s{+re2-v}LR$^ty}yod{$pbKJ>#IPR4(&c%w(TTda+CM7A@0-kSoiUb;< z^y_(U(_qM_SV(8*aNJc-l9|9L{XhPo^sn6gYA{M)Uw%X-+|{gqOl)I%6L3dlb)$A= zPToPVC;%SDjd=7#6uaeCBIL>(;3+?Yy%CLXDm^>)evwtaeGI@fFB7*q81Im#nUSkC zk!NmUahqB^1SVtcoiVaEKks+NQ8P0(p$|TZ0sewHp|HD)0g-pS zH(5wTbMK2zU*3p>yf?v=YyHjbcc=2seuNnkVM1uvEGhS!+ut&xrlCvYgDj=-*1j;* zoEM=YCDOP7n5L8)@p?~Wh?L|_P|wz_ZkY3S`KP; zXM!>7>wEXASCX^a9NT{YZyuHeaVl9-+fi%QQ$x59WD8gVXFbHli@j9_U2w@GMm+%z zlL3r(tcjX}n$<>#8IHpYM&jgUYtOUEGPCZMm)cqHE9dntYY68JomX_cS)N!`KY9=u zxOwQCWCi8X!+4DUO;H!kN52yl>K20p`})2A<5PzB`zgx+7GdCcXCI=a%c*L?X<3Z; z-dRmW<{u_am5L^yS?z_%nrOhUk6nHGjsjReaW=a8sZt<@|=rD zxGQ}Q2NlxW%XclRl6%6FHQ|B4%{`+s-F}FY$1J1JYAq6m&;~zFk^gbB#9(ONtkl2% zia3f-wxXXmkOo!0KiSfx?2*S3eUpmUf&{as27MF=Uwzm#uU*pJEb&CX@(IjGal^)U ze#&|(n=^fLc_IWu`KQbliQwPm0hE75(3ThZ3>};$Td0gw7v;#tP<$V&n{jLHhQap= zlzkLc)qatZS^rH$l)-)rgL>- z&vIst2{8zJfNxCuB25Bjys!_LyAPxJ12%oqzIOJ+A2k0T>K;RJH2%yKOL)Uu6QBe` z!6hyb?XqK%Ycgz5=F)dZc)6SQS?Cje*^$7|o^&LHJbE_{ynYmNZ_4QOXv|c+_B=d( z!F6&%&JP$j=N(WybzUq2HzQ;0ZdU~LyjLNw3oH5aT-09^zn!**pu>A0{igb_t(UTX zkLSfFtZ^s%h=-)!pZ=5h$gy( z!S(|u^Eql%N}9niGi({CTf-j1HN|)O{JCw68fLP87BT-ZJN2`Wg!yQlx2mXMZ_PYF zcucdhS!AI*X?!W1L%z6cfc-3HsVqgbmsOZ~5Ddbk6%@KuMHJ#jB#F2CM^!b^W6AYp zVZrqGncxB<# z719HgJ=05sUK$m@S;2TdodPL@;r(a+#QXoqa;E37g5mu+ipT)oA3JMr(X^6I;#KEs z_I#RY^wZlPpOph&1HAtRB^tAW7GCStVs&>nnas=_pPj}Y;Ph&``456>EkvvlT{7mM z-F;|fZU$v=5#QwcSidf`l{2oBo!8ur=5v!ogu!}@CifhVrcww?u7j*=^N(Kg{sdS= zS6{Xoy9+Pj!8Z`Xph5GX2p)kF5Y9N`X=!I?eX{PGcx~DMC0y8GDg!?KtqwL4IN5+8 zlAD(SptTuo4KI@o$R$za7u}Szx^7E&F{T7+xAR)Q{j@}l)WJa%vc3LZtSHP1h?I=C zIJ232P6fiz_q;bwkZrLIZM3vhj?Mg33Pzx-?at8&&_ZzjCs6Nf1-O5$>^P6Aq0hS1 zSn{JzjfL8L$b5+S4NnX1T|T_1)IVHQphkuCpLZnkFP(f_@_*KY_bkc+T_*XMzyD@} z5+|xk!jx9(xInYHk{2vYVItJ`Bcf>Ve%St>L*_oAtm&+@d-u`GK*X*=>LN(MTA$Zl z9=%@*(axo1Ab=~_ob4)*r+NYE7v`lcdeF0&cXV!ADB?buxc;9OrPyzCcj33?Z7^cP z!*Na70t zGPw0#Leg^SZJ ztP_K7Lh%VWx$(8C zF%j9Lc99iR@y zh<~y&RBP}=Z8y4hiw-3L^HT#6k9z0)f@!iY?av^*rkor~ZTl{`)KnRcGzECnr>_|3 z>B%Fwzd-Xg70&rLZh+Iy+Tgkp9=24B-Xer(ALp zn&mEuiluVohJKCJX5(aM_<5#hn4lVf5>^cm_-8eMX%~m?bfZL}d;o1somLpg71V3g z@i{yi({TM1))4Ot!_0!jBguR2JE74{MG`XJr zuwH;_&>F~?6bzJ3)AEnluQI3u%L_np4#xxC?N5jk);=4k=>i*xE#y@!vjf-%Sr zV)08t>*umokrc4A4O~!6$XoS~$}WJ79L`@0fSXdGBkSlpA=eJXUCCi)ZK5P&FAQVXT* zMtag$UQ&Fd*hjDTQGRy=;Aysby1W{!dHn1(ChJo}md|A`J{&+xZoAN)rT>;-{@v6P z>Wm<$;XCh)TQjChI@+vo&OQnPglP2=;g=b zuBdnc#7$deO%WOM1J(qSw4=}<1%-D;4Hk{AL60lRWZXd?DL>X>qK4j4^EZ+~?rzOz z(oWI$WTV{beog|$5GnC4H3{>gnrQejxN2Y9@*XOLhgNIK)dM3tfJ8Np_f8A@YuI{yr zd@4M&s)q;*Lof+#C^6*7G_TkbS(Iz~T7lLt^x}ErN9l@+* zl6zJsS0hrgA6U^eMUwBg?1PeLV~pJJ^$+49@2tdr{iG!%`xbD%Z5%BmW$)rIsds)9 z2msGuVYh8~|K!dTBLfP|Rj_hdy@pzdeWdU6eBZ{O$&FXLzs~_aiBuIqcaf4xb~*D< z`0MUBPtQFBuNV6i zZ?UB@C6<={iPUdL!(5)9dWJ`2KFiNgbtKj7M2D2Ck0k!>z+tY+uv<5KFQnfSejD2F z*&4JD)D{;9!N2zsW3r(1N`>dx=)P?F!9XBJLu$W5K^JE71U4Y5<_-Glz2}(-Cy(dI zQ|drapfI4Mh-TP5`o8la1#K(&#B-!>Fnw-mAK{!zqOliZ=pTBW+gHU@(fHi#$Rh#g zL;L*RM}K^UUK4g&_@iopSYq2Vw!P_igQa2J(cSS#Bv44qYk`QOqX>ydK9bv z^Hw|bos8e(=a6py-d@@re*T&(rPt}=dDA3I`2&yPj~G&Mv!?XkfV`h_9J`Qm4@hJ1 z;O~dHp1)$R@aE{-sy_*pmY7GOW6+>2I3L358gBdCL691pn=6le%T?X5^}H;TFy~&` zgMUh6XhD82_}Y?eYD#_QaY@#L&{w1a-+)EWtghtk$)DMb*|E=`@dUQ9j)1tfeT34v zlh`td=+Mc8dgdm1rM_+-$hI1*EX1Y~6b^nkkcRA*1jUVrmMR3iNXP8MR@ z%Gp0s^~Q`Si-qH%w7{8s_-p$WhU@obIAaucSCB6K8RIj0p18NvTL)6Fj2KTKz#mOiC0WSuU)7ri7Hd>6oJdDqQ zH1;7JJhp2U^EyAki(hk8{t}~xAXWpj9`qs1fC__`DV<##q{HHJ^75A8rb@YY7qnCZ zIC*r9AKd|{vl!xp7g7V0)Ar}8#m63Lpu++rbE^U%KqB@lrbQC8_(%)sH^R+@g)Mn= znvdoI&V%S4uWOe3Sphn24Y&=fvu|I4BRDELtHlZEvTnsYdW@k=OzTPE*g*Zi!Tlwd zXZ}irye(b?&8|Q1l@yiddZ(EtHl`5n%(kbx*L1X|xAT5^J-xkicT2D2RD3TruZg91 zK=-@df+BS30$aNV}2LGe2nQQrP=*g zNOGgLwA(|!(<8q-V;J?^4?*{{420}$I16**x76r9!PY|2&dwIvC)hGx)!z_H!>iPT zgPuW#x{YRmHDEXA>aT>4p%|GlQmYpYJK?zmYgrR+je8FN9lN@9oygm#A-`ZrAAeOO z@9LjOBRLS}zBO3PCsIvXm3N|Fgz;OpZ!ocM;vLc8p=AEjVED=m&@lVppmWv6+W-W0 zUi7>Uik#DtxPp%R;0!jzN1X7ziG=Q-zHAxuExqt^#wNpZR~G?&_tT;f@I6Q9JQ zO{=p|eCqpyqMT3+d0S3pC%Ap}MdfZ~hu#l3$~a~^O3DlL6B@#Sw-Qd^z!iRp(YoMQ zn3`=fSBnJp*!6o#I4LsNkDe|xPv3~3_CJJObE$b=BgCsm{A>-}|3LDOiTgj3{2_cs!sx6sh9Bgb@g(`S3$P9CY=dI)!{E*X ze^5Ev4i_2!-->DeNXwx8m6pk4ru{71-CZHe$4ASuHc0Ci6NrkTKzcTT0-2i*eM(#P zPbnEp9lWWTnRk*J%tb~=bG(+(&p`+lFPt3=ZV*UiASlKZ+aT$FS~P1FxR?>uoJZIb z8oy=FK#6!IYL0U1x191MK0fW>V$hM7Rkv9cbMdKPD2ac{tAzLpXja?qz4%<-85cvg ztnLg)Mf&V}Xm2H?2r&%;pYjosb|D0GML&6+dhuZHZ5J=*>zXiZF#`!jN~#1WMVaPF zS-NeH zpYr++g`Sl2_aCV!bJBA!LFHvFJ*Vj#xEhgP`cL7qoBdy8KaobY4EFek3tHPBmvEs=tr8Jz@m{$H=Ut=aa zlc1)YYI@07N**mb2p3j5LuqH@Jpi@+LX|M8WgEM6lXQg8na+ifsJ@6j)b9>6n6hX-TJhtj*<^&7rPp^ncw`NpDkNF;fpw-&e z1cD@a(f0lpGMv=8HMDroSv@Zny2re0ZIS0sm<>7|>B=0|h;gC-mC>3!-DeG;{cp)e z2W-6WVO@dvpNcp7k0_4Qk5?~JA`l+EZbI4aKk=b)f)4E88tpku?NYB7T%UNf9`TfC z>17i1OS5q%vn@J+u8!e_Av9dU)+t}MD=M~zG5OXj=$HFOo*fE1(IO!QzC5?SY}+k1 z(Dz&p(H*386MXYOK^=57f+Hfriu8>Tat=y;^uxN_WJUF`X}I_GkgQ8m?^~D2hR9`P z17G2s%6s8)7e{T~*9lAZQ!JRNGcT8sh!+y7f4T;?PP4S^4gfVDqI)*vHw4AGlY1B@WOK`t+K|tq{{(}m`pmfEp_asg@H24k1Q(E|pw>VXs4kRs#wnq&E=x&i) z_a*pgQ&xSBZV{d}ChK%`=f}VHVNx$cDUOr9-7*h}rofp7Uneq4b2{4JcNCUC^1}@` z_?WCXP+#H2?pu`giQQ`Zpz2*u91<-GJ9{Wg*5dGo5YiH)L3eq$hNH#c|A(=&j;nH8 z*S2(bN=r&f2+}DCNF(W#4nZ2}?v#*}?rww$(kZ3VA)V6QG2t7mv-jC&pL5pveSfkR zYwRS2s__zo4Rr zM-tSV?nF&=O7>W`$#X;bbe$jxv7#k|@SIxSSh+=By0VJR?5F#!WTjjWk6wsg7rTQp z%bs={jY%UC?A2Jq*go3v{r2zDqOv|W3~>8kS76>!FQ!?L z>GOFlCvj~tM%DOe)ZD-{%hmJ=J`7Wvp`CuM!G0B$fbWY5CX?~^PpaM4+CJj08Jn0S zz2%uxchR$_0u+o5)lP(ra9sVUmT$_X&x7wk2;GI67@Y`5brE@0JbLUMXf73$Z3yIV z)!p?%?p@FCTjnZVC#mO1IJTJNZ*VYtfZ$zY0)w7H`vWG!bO8}D{1ck*=|Hxh?eFej z8*%oVKqdHd^SCmfP8yi~4y^FV3V_w;*8Nn5(uokXf1Ow;7V<~5zeIgW9()92bKvcJ zzP#Nc!mQl@-+`KU?21}u^aN&S!c=)>ghxs2<|lse!s}D!(r?7%L2C*ESaTi@KJkE` z`}in~Yy639UTYP4Ey-<9)15~#jt5+sTA*gA?`-w8rZ$hN4lXVtBHVwa0OR`t4krGi znpC#)KhaI{94+Hmh<=>f?CA=lGiS<-Y>?MUcPN?i=_nMqeXV7#iV9^?SVDjJ#y#3r zH5$Jb!ZKb@cK@Q)6#vbizUI6y(-nPVt+IWx*cejcEDdEzP~{(<5v{WD=xZDpt^9SBCpcvLdx*W^ABP5U)sg|ZY zDrUgH?@oH=8TCNvoB6d{=>sdR@g)@H!Gmfc$`R0>G2y@cb!Xfg<#dj^O!jNwZRk_$ z0i8puH}w#7R@81nzZSPL(E@QfqyItrUJ4a&%q`_dhv$-f#QKp*Im0TRj4|h}dk-D! z+|1dAL+#mWN~Ipntr2?=Os156(AmmLgP!fFu3mFutB2^9&~@U>lvs^GefbEEwp6w3 zU$h2wJZKo<-QlhiqYba`{_*p|UM>MaKK<=E)htxX{2Ccu$OiUdbO~Mn+!#J9qM5Ux|C- z;nHe)9$B9h8$)t{YlL(;h7COH{LC32ydFF`UDYM5Ep}+;mFU{WuT zc!GNN(0ZZyo3zt(DmRJnML`p@Dc*lul>b5cnxFcIJjKW==mha|602=Xn3+e zhjN1FHROtti)#63If1#7g@dDTqEzc3vL}uk?SJ1)4e?^Cud5D23u$Oj|Me00g0G~+ z#o3IcAIUa@bteAsg7_uA5|`Cx_d=P`yaOnAa|lx6=-+J7|M~#_%m0;2l7{!ymMr)G z`Y-=~|6#2TVmGa3YRj3L9eAoxBKUM)uJ${6>k6hcC$ zpIRJ_byEcT9llvbb+e|kH8kRDlK-&-WIcw@eHEF5 zM!+}>w10{qXU+Bx2R3-N;YK`uke^fpQn^ln7F87_t?xYh1QG`R{WJR?Ux{Plg0+Mx z9#8+42_7iGxj{ zb(>x+?K_UL3q=GwZi-Vrf1YsBxhG`4UZJZbvAREb;H$49QTf@=lVvbGm(gh5Wnboo z!qbLEF^#bDHf123HZGGJ16lRejhr5;mhg9{8KzMHdNBTzyhud4@v#f!Czijr@(zU!f*#^#c!IN_soHL z@@P;>jTljwX1HTpCNVM5J(OA15fL<`l?a%W@<5Mc6r@2raR~ek?fPFkE&vPA`~?>1 zBKZp}VEX?37`ShDqSSig5w9hKd_N*$`U3FreO>^H*id_jU^`bY#Y+%-A@QLZ2zc0) zy16^VWZg(eaD)#ZVNvkMjE;>JS66>_*69X!NB91T7U$2+J2WU1c8}7XCUsbDal~%L zf%KI@f$A&d!-o&rw3G4PURyrFSl9!$GbOxmw3-KV6oR&gqC92BC?ArNvpYeg{P3S+ zba$KI=+_ml5S2N2)*tpQ9wVwE9x6#`yW*FTrt7Db41?x=(#H;T5KT|H)IURcGXukc zRnKlHBoS~#l01{$YCUEJQ%+_MDC3^#JWn-KKDpTwTgQn{G+TJ5l~9&5lfF}2-TIvi zNBh^nZZpS~gAnsQs2)mK^d!$rA*n%?^|#KIciP`J&VB%1qEh!+)OF`>Jz57XFXqQovzr1EM5`VpK|PHMYYJNHgd#~ zmEC*xDw79?@uZfNJvOH3}ywz$WevLnH6)fXE?-U z4j(@zxcl6$Qfnl~Nodtyrf!GtNxF^}=j2FYJu()*1aVz-6p*-lGDbr$=oZs;t2z0^ z+c>G6!2$S~)1jflfJP_PDS$DUve2Vc- zYijCE0q^u&rLO3_(=h+_O=r*PU9ckDy$aJh134-p3)7b9iZ+?&B~pCySarV;L*3Tg z@~5#6Rz*z5;@uyLeoLPbbs(&#DZbUy8mLFri242<+38fLo9%XB(r2q7;Ypu1OLLF~ z;)DkORfGuq(Fbay%Hq5)sEB!@{JC?J3kScRb}vlGdo?ZjW5m+}8>IU#5x2rf`CWO7 zk0q*nr+-tASOz+5TdPgYxfD7cNP0>)+t%XbB+ZX*p~cyU(_mzTnn#T4qi^gt z4s=LGt$+osgU?dZ5F*jeerFg9&;S5Fg2>v!*3ec&a48z%O~b`lx-L5|v5Eee&xYbB z2pWmVjxvAwoSPfo&|i4{ABV}9OzOsJ(%$~n(2ua$&JDQVo~T!6uD`Bo4Q15PtxKaWJS zEQh-Os{a*2IovvHFiyS%<;+;6%>4#!;?MV#HUqNH*30n9c zC|$ab?n|?t&ex>1dMqqzQF#1mQ8(Ago4NS1NFN`{dpLXo8V_C*2l}m_oo(KhIg($U zq!!%_)0y|-kqF^e<8A^wXWm09Nw`W5ZGR>ci0k!h|8N9sS>?Z!`IiwV5<6cf;#L#V zm!IQI{sdS`S*yq8T9ta?CLsr>PhJMov*XF5P+%NXg<@D2hyITW=wGL~xH%%A@Q|hE zop!M3V0IeungZ`d&0C~Fjb)SF>1rNOYt>2O8Ky&nJ0?}FD8sdcu&G7U1f8vF7C>V; zP5i~QUZCRkB1lDmbForHr6q>8c1`jN_v4{1Ew5E|VdsKC3)NQBb#VM@Z?zfqgvT%& z&f=Ag2mbcKbaPT)gGZn+nO3Tn<3X>|bntG$(=+R*aHZJ50XAoBaUXOX# zoQwGtQ?w3*AVV3U_om*=5uMzY&q@vz0|l4SaJjh}3Xk$y@kG_#+ofc-MMt-Hg`>p- z<@MmX>Pu<%37ezUio(>`Ou5J=Sl+jB?B5`3dTNHYI%PW|;2@W(usls>Otit`{&6p; zA&_UD*48~3)&KxfNr(RyWDrY=-hZCqQ_74se_0)bw+8aIKW%9W*$hVP#SO5ry1OQ| zqrlV3uDyMcnyukN91o%#i$_1z!BO1Bf(7D-g_yYW5w za;UOwx;|*As;X+kj@Y9P1fdRfZXZuXKN=buE_oyqyrh_KjG@AT;2)pcDs)N;Zw9`{ zn4AUg&>2^yzr*DC_%Kj|p$)MOsJ?x>UBZDJ@xC3^7+)vU=ErCey z+DZJawNU>d`llu^!@8d)pL%|t_}89Yqt%dnPoMz`0Tm}r-N4I;GZ^~k zNPdj}{SpHX@Fg<1Cr00bOV$yTQeQ-Z(6Ur!e>6g?F5^tx4#e-E!B+~MU6KVu<&qT7 z*0V`SK&P>#sK-q69!+lxh&kN^dxl05D9dXFjd0_&UK(+u#L2VCP}obUgVg`_DiK*F zC2XeRDAKv!yao39IsCP#hzDtScx?}rw!|lPZYu9fLkF_kH9MQ=f-PflI{>|vxOn8I z3mTWFAQW=c=kA0$p^o{^=4{=Lv@dWPiMGxVqo>H zea-sWCx9JxAU18=5q7d?xOLmNjB>)D2&oIsfV6Vk?K#FK#^T#8m?}z2#Rd^q$1wEL zlDH?3SxWBZhA?_WQk}TA-e$1;Yz*I%uz2r8h2QY%i#BdGI@7-VyFkkvl|t;+jYNYxsma08JP5DP~y%r4I4n1FlyYNuVz2h2%gZi*Q9}y zqU7f&ljc0sHVrw-DkyqhNep&swpEka4;BNk$28AKl4znG-gP6gVf;me0EVF5yePc| z83{D022Qs&(6H%S*t@}4D+0XAu#(bJG=d%1`mf#F-fkUZ<#%PJTO&MP^=FGaFz$(a z(D_3T_Yd=!<7oP_uxNgYvi!*CAallvyZAoT^0+y5oBH6cJn0<8^hJ55&CEw!kzvLi zf9uB}+%Tt)Y8N{~Rl#6%2d9~k*3pwN zLl9X6Hd?@hKpQf-Z1vT9pJxBcpaX3OZ4|dpw1`C8BoCvtcv$Js`QUICsLP1HZRJLb zqN7LKY47G>*b4R8fE(gBTHzJ4H9FL5CN>&YzwSL*p)SGxAoyPN5rkMV6(FRiN<89oP znsy^XVor(Sb87d^?AI>Z6=O(~yW;SOFPd92neWmvEZhV#rsz0L!0~k|=mEf75=Nlg@t_>Tsxrzt1DaYotLJ_aZ!kmewv>Hnz2K2p+uULZ5z=DZ zPW}`p{7frooxsstmptuw8`DA4OqSC1R0hZA0Z_$4jvT>t7<|js5g=!XSv#}-`+cT{ zY5Tbc@V5|ESA7cdlT?s3EX|OO^E>A`vm86+GRIDGox% za)+q&Bco*xON-r>?`@DfT1SbMXbm~r#AeL|t$cIU59ONesb`tkTMG%!APnJC-3~$r zaXeyNI6Rey(lx~CkCCOkWS_HTlcbeCsoZ%rl*vS=rq`WVzy6PL_>l6al2WTqHrwIq z64|p!Xc%Z#F!R!Vd9;<^JkJ=N9Y0Q3QdyBdPt07>S`y4Xv!SAwsT9BPY>?Insc?I+ zpB`KbSqmClMP><3r7EVEVGzjkpdjdXGmOkPGp)H}jjn zNcG^vIajs&I@Ev7aEtLA5;|yp)KBV`(i$zf^>|=@4Yr>z`lYok>%H(n5_5*$DNayb zT$9B$HC`FJeA^+OyfxWRJq={-R&NN zON=T$gU*%r%Gj@;iitWh%2(+FttD3Ert3~QWw(rKuX9e(lW-i-8LFHE4=7^Zzm3SE z_CMg!cJoJKtcA0ZL(`N1GQj+-9AA?_QT*0Y!=I>&=}$ROc@DdvNo=K><>)c#;@o~q zI;*zS@940I8C{NOnHoOMOHr)(opZnSySrR&B6REECO&?pr~Nb!gN;0gI@H1F77oVe z8Eq^KxAuf>peAmDUvxAmhy%9?58KT@)S3g~I@R1K2FQn>vhE}O8ew!JdUN|(nP>g1 zeh!00QN>3z-YAwZ>=L8A0%h#rjf zGF@M&q8RXEnXutrI$DI?s%UIkjQPWBD7?HJ^D;c}P_i5iF(nmc~CjjDAIrmV0I(1W*(Hd6mgfV5Hc4N5i z3v`GxBL-B*03YO3I7N_WRSCgt>NLAfu`jX@XsoGaXS#0}n56=4KrRP!}(-!OnSlrl7p%IvV z2@N)Vs_Tl6XT!Lcnh~7wY{uRyGW_BvpkF9ep)X74FjrRK9GeXag8_-aa{8drvFHjv zqfFdIQ_^+2)A%W@XqBM!2I-x`;py=mZ^wfC!wYxnoxE8Q(gNz{afWMsn#?9VzKf~S zJ7Ift5n4sI)N!A&jd^vSeT<&3K7$vpdZ}%c_M(%n`?pp%3q)l2Pv1Ogrknwn>2k(q zLo^~ptmd{;_HlIs5}$%g8HgSUivY6U**jEd?yB_|1;Y1fF1q@b*VPpRZI2AwJ2qI3 zHTr|EYAttOZ;S1d#DAWzeM zxgDEGrwLvz1@yOiF^9mRVPIreVbwhotft6p&>n66~4n;gIh%Jn8Zf? z#tesNf7>J$=YP0XVyDxe+<+Ppp3Klc0)?yEh_Dpj>10nE4yS{LwNI5zyZF;Y_H@c4 z2regH1Z+mViQimMxn>pj<@u~Fj`mDVrL$A&i;&fXHlTv|NKZebGnQ zuL2wOBS<)~%ick4tx1^|6VHcUE9d%`{h;ABv;O^Bp55pzy@1E?qwVxenTfNr)1_um z>(KTnI^W0hh%rWDc{}JRU5rdR`#Gt9J0gc?#)yrj`jl#s?9g~q{wLv=Wor-GXvyL- zll{z?DL!%20Tf_FLN0Q4Z778as`<-ZDZrh1%iV!Y6Pe)22=u<{odJ`fgl)^u`a1?*#F&%ECupsat z)Z1I#AV6&4JMMujYOCK!@Ex#NX=r9FBRjldlVUP_BBCwp&->hKPyo8{Nm{zLDETTfyCR}30Dmz&55#H1LL_-(@ zzc99&^AHB(s@VR}dk#(GX#UQ@(|*;}1Q)R{-dsDypd^&C(PJY=aE9naZLG(}Zr{dl z`+t;vOZCaN&;OYPfc$W0lVFzXH0ap^efp9gr$WVfl{SIQKA~QAk8P$iaHPu2HCc^) zNlTw`2|Nc3MPBppa#91y45n(=RDrcEX>nrzFfVNv@!wqHm~XC?*0`YOe%vC*eRNU3 zkCvdh?-6A{MR(X2kWs}sISQ{3#lM2eJL~}_EcnQv2dL?El1I)+k+xQlYUAKwLu7*i zg=j(-V7}<=+>;%|ZuV-K8IF>R3y$XX6^?hknL%t_%Zc~NH<;>o7dj8*6H8lsMuYsk ztEYuSPc(HE^J^j(i)jn;u9;lPc5+#tL+Jy@iKH1@ihU>by%Z@kk)x(_aAPyl@$BTG zaZ-3?bBRJT=VGJI40^MCwY<({oc3t=T#!E>A+JQzrjA!AO_@T=w5uiYs&}uyG)Ftm z&t;@GFU}YAFDoqSQ*h{AU~Hu>ZE5&ClgZ1qxYpb8p%=m5qaM16s4>VP?(}-%gts!3 zcjw`?@X}=dhX5W7VzLc|ag}GD!%Ke{!lQEXL)vJLfwP%Q!jXY4HB|Gzg6O@WG@$%a zf8q|hdjyg%#+=F)jgxtP&S1NbugwykM~Jzo_k&UQFNuV<^O>6@iW>44!c8H6n zXPy&F{0<7!zNNIfaQTQ;gVy@LTbb@>0U!PG-**C-6Ma*e{w zD8@Qp4?j>Iu=8%z36|#TS9H_F>tJ%IQE>1XrO)`XqmhVF{?r=RRRx<>_+|O@6pFjz8Mk7lmT$@* zf}z8QQK4U8&|Z(-0hgTrp1<$oJ{#@%mipIn8oWQX>-At6>8^-%gFmuh=osdD{pV)V zRAa?46_g^czui0CNnYDST;-{L;+rF3W7QFV>!10?ll#)Ab4_1S2XA8U6jJe8?u;OV zZ2K1RDMyc-^}!9=N6K|J6Z!YndCKqgGF?1cvnvQj+N2k3W~s-nEjYCD z&MB6=&Z2)u%h8;l8hcS%yD6Ru0AvYBq`cKEEKtr|up)Pit8ET0FMgVz=B!(EQ$;tC z=-VVeIrd%P4vC_5*E7LN(e&eJ^wjNK_sv>m;mGv!J6THiT}x}3>5T0UrN!nGeCn;M zOm!MYXZyo2qkWvC`hwKkw}O~#*S?(Ljo39PWxUH2iP_?zqc=>=MTI3LZq&&nwRWT& z>+pDl))WiRWllw`f`BN|YJ~mi{jV)0ij8ZHHIX9usa*Bm@wy4socr=4? z)#AFDe?qwe!<{P4n|41bqcZLPXn+wvY^KsBL0$6zDElFX6rtv!yAbmNME|rQbhDnf zw=*f!3+c2N@$m)Zre(nT3J$oQe)6lHEoVp5am5hF?%LOj!V$fsS>|&;H5UXzR|}9u zrbVzu^3F~I7Y_r$Q=8!-ifUvv`bI0(qkl+LrQhO9K_$Th9OkDK=>}0HU8p7)lR14| zqXy{Jb+dZRF}5YW70#g<+N~<8`7PYR?S%AD-XCP`8Sd?*8l&$ME3%?rSTD%GrhND5 zd*kc%NBEk?#t0f^)-~9PiCc@u*?1=G(W6yknXMM5Jo+bEY6DdD*CK&zc^13^-oL+! z3}mo69j-G@I!uC2$7V@s#i$0V+uisZ<&j#8G0E%R0lJy<#W0$zoy5L#EKL^es`3f~ z!*NSDH~5gT-p}>I_9>f=H=?6sA9LHbZgiCwe}3D#8B|Qk?rdP@=yi&CUv_F6dEi1I z{CLVl@OV=CiygM-o$(=6E;n@+TU?O9PeY@&HW`Y`MUOp_j;n4PL$A& z=(^@NOUvhC&P&$8ziFwOn0Ai9luToBiblKz=-wqhtTc_?rRCT@S_vC7Vs!qvEr!TI z@dw^rJcgsSQk74~HJgB-V0wOVBuu-XUJLeEMrW9K#rs!=$SglA)A1*J+P8srTh(`O z?N-Ok2X|h)w6guwV-*8rV#8?yALm|SJ;sihz!pAikGX3^IYzi*eXG-8mp#Kx0C_7I z>C}DWCN~a(ub9IAR`y^`;`it4f;CA*-ZOzRQi%utyqWv)3-(47w2v* z7)Y1Td1k0FC})t3SZc`iC2Ar{$sbNwX=6273>&>yicPO$hj4Km>uS0Fp!H@HX#Fdp z(VJ71`ZSqs8dm+mbq=)YwwLy zd&f7_;Ouw5X56qDv{ZhMpE0t%_;&F?@2GZ_e9)5bOmPTjh;f^b(c)#81?=Lwna+pr zI#-l2$7cr$3xnQ;bk3IwLDUR)gwwEz-KOguO~phTJH+tTDZzYG7sLR+X18*C2uiIA zH;e`v3C<3{arH8bDa}n-;r&{C@<{B7@%-+Vy3S1Pqb%L24wkFfIx#^r0vs=j=QR{w ziKb=#dfq!CsU$uWEZUE#W8`V&XwPu+G2&3tPuHy{P8(>F{Be6CQXIuR-$)pM1t3lf z|AaKqR(sw7U)$-=f%|4&h%v3Es;VRG<66XlXS}X5HE}x)O?_1so9pDag|8m+l#d~` znavsq&jfSG6fNt zH_spuNmtnjYtYX=CU*Jz1AmStW}7i4(83MTRqYE?m=2xQL9XqS_WcKTuwYNtHt^v7 z*3n5^nHaccnH7Ju6Nqy3aNn92*rb@nJuXp)()d5BY6$F5y_7aiMz`qLPSADj#NHPs zjW_|jBN0lS(-X~av+J9=(VE0{yZfF$5k|5Hb{V`Fa~`5Q5G`>V4SKdgNQ6^i`#17i z1V1b#*WsjG1N>#s@lj2hmRti|PNT{!x=urG_%@Trp*U*8%PVW%UVw$O>mZq_$CH=4 z2rDVqiA&Lgp0RPRQU0(-Y-KJO1o6gmtpXiA1g1<3^{z0l|ri6LUdiL$;+vI zez1SP&U;ifrT&bvmYa*da`zqa}K z^DM>q5@;_A-RyqVg#oP8NfEEZn5fj)U6aPJ<;|ZLUU7CK@fV=^h-NYYG)8qb)Yt&} zsMt=)#CVXK75eO%!s3B@tj%^n(nV5+jPNhT!%v#`&_nO&UJ-}aV~Sp5t4ALL!)8>B z-rncBEzECbhTgFoFBd#4=8t;Sg4+>9julA&y|CAwaJKC1=4e=R3`DsfGD!{eie zBY42UvNKR)G*d15rF}@yFH~JcCF|Ks_Wh+Q{_pZWBGIxN3WA+C`bi*0tVA%U2^0we zPqc5l7RMU)C(9x2Ic7!D3RdaAEIt#C`exboEKUjj##@ZMTnNb|8C1U;54hi(?O*m5 z2SZ#^)CSihBd4evbXFy2xc#6!}&U49cS9SF~WsK9{yPx82 zi^5LdG^J!z@>$R1mF;&PSHMs#ZLe+T8=W#vs%73aIu<)PkVS|8ajV`~b)-DFS&uJl z_#5dT=nES7i=V6qGFCHKb>cpfL++;3<^UbgB=fFdtPl9&OcGlIz9vp!s#pSdG;7lo z$+;BV0qG9$b$t%v;+$;mQ^kBl6~A!$aTZ;H_zYZV*~>YQZkME4@$NCIsO2P^;BHk{ zyaf!HHkA~K4?iq{H%Jus*G@m^^*_*j$PAr09ouOH2>h~EC(9Kf##zlY!dRr7z7GLQ zycXC#WmLhYoS0_DRr^2r79G`52*kAX-15oPeRj(0(?q+wUIsyK~pi6_o%y^Z?pSz@`~AWZ*&eSN-*%&iR~E&vI|< zagl`)f>m&w@^;4DdMw#2;iF0j^~3X9=j#3iK>FKcMm-qV%L|r z*InchFuaI%6geEmC_0#CW+ClUiYc3ePjUUZvrPeM@q~@9Zwur3BuGa*E!>eE*ysLH zLp#yq?!Cj@B`8@Eo+Mo^dF3A&KU?ZM%I!67eN0-yHY4XmG!Z`{npA^+V!l!HQ@y_K zo3!t3YkGfDrea+aD{~l4q|C(%cNSwHf0>BT;nY@(m75WEOv_Vq(kwCbm*~dv_w)2Lv8~>CYC?mwH6yx-w^}Vl5uYp@UK66S895%}2 zLzD5$ZwMve;_iS-t9-xwm*S2O&rlNtwmRQtiaS>esw1CYtcfx)PllsK!0xaG;RmO!MHpiW5Jtg{0#1;5l;QlD0uUK^{{K>~R0pwN*N6B1ClM@vCc^E~62wMPnE_)jH*a z&_WC}8O=etT*$pcj=nh2js~H~xhE|7@vcCd%8&eT8U*v3A1-wumL}aUU?fHV^-f#K z^i3A~wh{Odtuer;0$Ja1UmAKy#;l}4n?C(q9N%R}xy zC*m3U970(d6_-(9N;5n(Ta%}$C-cm~quZIgA(Qk{`nNBG-2>TVGlHWPH5qfCIie-1 z+JiRQy9sXj<88J%xyIzAs!g!6PWz~w_5sACgthHb&;tE0p9x^^O34xYZVX#NfN zL^KoJXR0Ps^F-X7{$A_3l$Ct-Z%)}~%{(gZO4+nPoKju0CNSt_8aLl_mKp)}}vK{&(Nf;`tWd>-X$Tc?kWxUrJ@Qg|w`)!^@j)J5ox@ z@7+1BTxLaGE$**$TyD~utQR@uke5%>ZGzrpoF6I~^0RZSOW&Y4a4lE^qyY3qRW0gh ziLSz;Oy~h{BOSO*4q1C~y7@4ycqgw|9_5e^HVo?z~qXwsB2RG2i_Wb-C*N zBP?YHYt9$vx*GTN{wVzrRN5uh&?RCP<@!qxW{zWCqSLT+?`&C0K>?;jsW4OO`?$%y z>Q4!?ts%6Aa9vm!W}_308ZKiHi7VKGW1dfNW zA3T_mFdo0U2u-?kr~3Tsi2VT;N`$!>p?!$ZBJSErOA~tMxkMIWRaJ#-&DL6Yh`B@& zk!BF~G=2$US$?J)^&V{zuIT-x>A`RA^i?mAQ?Lyox$4Bpqf1-85qZnazTvk)vc{1Y zeIOZQZa|5-IO5zPMCiq^>ANR$1X#foGWA)e(U!fx_HEm+iS%50rxEI9hN(%7Ml|!R zJLgxZ72Wm#vNBR|>2$EK50!+S83x=()^amzZp$}6WcY#<$6*e+5rKcBz6Z^r_9*di z>8juIg{6Daiu*fPFHaKua})QmOP?akOK^4~Vne$fSV2~A5g9$UOoM%D;v4=2?k5z# z`$!}-Kcyu_{=_xhi?F)9V$_LOYQm)w)nV+#8en%cckL!e&FUh-0{Lo&RsGnf z{;G$CLQ@NYMB%Xe1E-i~V-H=rl1}nC7hRkKo5RF;3Cj#HE=60J&*@yKK4`&f2VL%@ z^hNFEmSzU!B-%!J_G>--bG*-XHPkh01^a$((H34H4j!vl`fBM)qa~Ez@!MI8$^G=N zt0MeR#8T&hR54bA@ziH&#LqG<{+TE5rr@0PYj4JUGgB2W`;!;X{@sHV|8E{7C!d}A zq}i4=cO3X5oBPj-+_kozU33W-m#fiQ#JERPBH)fTLB9>WN8>k0ae2$#gEvp#xi@A` zT{L9`r+(x(;NaVGM_WZ2a@{##fSHus>+Qd6UTxpTMde7+bxy9q-UjE+HT9O8%fMha z`y_1Ee1>{+FW);Qeu|!r4Z$x4j#cw0)`Xb@N)XVai;8Lm3J;ri;d9wjb`i}PAFS`| zX{@e~CYefg-w&|wT5b)?GFY00Odw@U7vLkx#W*}`6RvTZ%8e2XuV~sAOnBBhF%56u z{b_|XE3?iO#e`m))0wr(4hf%_7_H~!;e7CE*XMMFV@e)#+-yYzJPgQ$#Nnsq*_5#4 z<$4MH`i5~JG6OHvLa>f_5Ym5aBM{j3JUrx1U&WT+<{ zWR0>92INd>@G@~BAx(c&)lxN4T)V1&8~8@o)ZCxwmb@gz77x`$cbm2T&CiOTjd3Gx ztNR~H>b-4xu+T6piXHpC8f{J%Q#*T_U?`f^9~O=Lnk?K5*$)G7=B)46*1guC3VMrR z8nf{q)0jya4%hDx;D}^;1B*Tr372-CCdTW=V53K!KskDQubAmFcHI5d2SZn3hB^?q z&G0y=xZf+8@5ojUaJ+NN-NH%T4zb?U-d$wgrHU}#`Yv4&8&)r>(G-p*R_|}UWGFpQ z&da8I&y?ZXY5l?;Ya?hlpd4$JIeSKaO~83qJGbnmj?wq$e>BBYx;P#OvM2YvNwQmy zB)U5q7yCULb#a2f@6A9?oD=Hk1|>sm#JNB4j8DGJYjz zyEl+GB|wwz=9YWed5wpAo6qRLxFczoc@Yh+ z-k+EqXnv^6TN_7!_isZPrVsxgKlMMK!5Y^u-e$g$7uw;#r2E-)@hY#0AtwfWKRvGB z_$}LqY2Ac&3WieXr$|NUM6{V(yK zpUFQS-2)5W2oD6@C#d0q=Rge-FZ4rE^`4S|I~YiZSPbUiAWT^w{nOK=e#)!gg6l}R zP0L>YJm0hq!b;ML-{2JN)S8biSy;mr zs0P?br5^8jAgxSlB&g|-1Ju+yp_)x}^~3kfybjf_c3lWSe@5~O)p2ho;g`S$1A$^~a=~D<6uTQtA0Q}p^Lyy2kWeb1Y~iU=1|kU*R#mA4 zA%$%{0Ej?A&1W>1h;8?St5-!&PcMe7vi17Ik1*{A@c2XgkzpgKu>k%ZwwNVsKLYSX zg5a+8(7rD$D`Q(OCM{<6D_eH$a45q%@6+>ZfV!O8d}}m6u>X;> zyrLqOe0R!dB?oM%szZWB2~x)>-o2fk`f>wnAtcyoSA38Axq3rmF!IbhJ&7T9h{Ph1 zEk-!RAV{FXg+s99J!migy;V~dIp_#LVO_Cwa;n3vb~G@uTOiwci5X7G73O;8^N{*S#%&_oeT!%CGllm7 zoYR2b#D~(^@(9fmq>%;QY08K9pU}eYrx%$CZWTZJEcu~4(5m7yGL$Y`r%l;Exq?2+ zJFlJOKM8EhiiZl5*Ubl@)eYKy#WgjtZ(~CN6Z}7%QSfMm`6L(&^01m6E`Y{7^JLd= zo!g(-ZTzP$oBcYR3_^wfVVi!71YiEXph2Vko6A!-Amc6dW5h(Qz%oAD>?Tmo zdq|%mA`4K%#Z-I9Yx-bde|@?&z^-#|;77y9r&WB>D|V-vAduLY0aRk)zCCUlRrTWDk*5_7LvT~%mU2Ai;-Y4XBl-=N$`Mx0MV}d{VKGi$tAOfmdu90zOY6{nK z17Wqm*`Acv1z;-3qByuDK1fySqsSGN*>#j`D|AUv#eUN|D?T3Pu+!DmS5BT>QfYI3 zm<6nE9$=7+-H^XPx_y}*pJYXY8*=`t_Ua!Qbq!>(`GjEKEWciI##CqoLZU)si0(?k;Av1>cUV_TmM?cJ1?uZ&F& zu%C5YMfH~6kA3^N@hEvtV1rRBkmyMxa9$B&J~*!;x|Yw~KHvFx+9W{0itBZDXzoKu z6!jFPt^*diXHC1@PIC};uEw6PbyM%hu9p~uLvv`-F)0P(D;l?18i4|^h5oBnuK=)3 zjl0}|J|y} zD(9;(XWuSFw}JmWuKw$3DUJ&-*^Tc1@|gl|!&!A!7x3r z`o2JR97gHh)<2nC!_KRLMp31-^>KZ}N?b4XVb^=Ls2woTqcOpv;4(Nm!SFIDPn(PsGaOAD2d^V1!?n?_nA0TyEcvo)g8KDjoH zg(8eP4WR%uoow3g{qqr`bWstLQ@+stDGy3;(urJb=Xc-@Wn%N?i9|H zdeG36y|3}sZFGEsJOAXNpR<)H$*D6xxqjG%qcv%2;00%rJV`rxZ_Dlyj%q?5gM7&D z&`arpSXR;DPRVwh25>>v3;4#|QyYK;5(pMSA)8U1W4Q;=gKPnu&vQS!Co7bG;0{~V zSM~Y=h|fw-2$c9GS}+b37y-gym59w;>)ebMIc`f!tYN=x$r+N={uj+SF8PBLRQVm5Je{djE3cb)lNqPQWiH5w)w>$hp zAAr%5+VxHb(ij=;U|8k1=jDh$N@99S*C)>z7Fmw_U=GvwJVMI8CB2<#u%~MQtuKjU z34N>iDgf4`xd2Y2k`Bc$G0J(q!_Pr$yYc?+W4xtrbUXD_;GUr9KRs}nRWySJD&rU47qI_>{$!GhcU z|F>YJqVf@VRWTSg4z=Yo!~vX@Q*vf)V&ZP(G!CrD7lWZcuB4mQ_!qxSYE-fM@hNxs_t z7s~ebTpc+>_PvyaY~ndB*b{evWo6VIDn18tN%(gSUO-EFJaCQy|KYo1DOvq`&-qK! zM4~PbF!&wsXwmKq+uQqLIBDF(j@05AY;HHh&`534FVp%bb z9EF|1KJ39VRS;RnLsYy!+5Z*VW0Og;d64hL55RirBQNVHKVd}K?6gt!M&1>G%$}S3 z#=C-xL2KB^38%nCtask|BB2j~7alPr<0UbN9>po_0>IdDp{Wt)9*PY6%a!Hh@0(c< zMfhzOgk|DiMUv&WI-S{CAtH)49`e=in~6oMi)G8}>gx8jq8Fk#ps~TGojPBfHI>`) zH7`EsFCVO0{NbxyI<3mt6rqT&l^g5p#npgk6&@Z=ab_m-sV-|M#2zp3JwEo$sbU#V``bvbh zy?vW_3dY1#x1^k~@pTJgLAwkf%I4agJ#Ng}iyr@#6}2j2H6=I2^!S%y563v)=QwYh z8Rc#Sr7E5fC|ZLt#p4=)_ae5fjHf+j`fry|aP|3TB!YrE{#b$H8-(2RTh4}HYqMQM zdd&8DP@aD95Q+-eJLdf64#qslK_NZxn2p<=v)DDWAQVRWVb0Jf41@&}c%|Q6K|~D> zSKpvRH=c|ut1*B%Yi7 z$da-?2!W%)9myfWbmasBms}EU1 z&PCh{7H4ZT`h-Pm&NI?KE+NJ_VcJ3@ZB)YyqhTCvh3INpc)}7f6K=9JES>bRp{6-L z;&M1lK?E21pPYY7aFLUfS={W_sekQ{mU+A3x$V$rP*PqMs-;mEuQ5DM%=32Eo!G1T z6WME69xr|TBv(iy1=pu-7R#c`7K0p{8?+l0r77oHuYJK1y`AQAlbHWU*;_`%)ook5 z!8N#q;O+rJ2n2^faCi3*f@^ShcbDJ}g}ZAY1b26LO+giR@$P-TbIx~nyRF?{`~b?< znl;B9qd&dBuiWUpfdo;dwUZP11Mpiky9I_nD`K<=kMSo!_VaS&Ku=HYe+2>T8v@pP zkbNe_2}?l$X6wV_zA>yWy#S+=w=iucl#nm=kF8L{fSsCJQhNI|J;MZ>aMuO(X8;j?Qgrs6J}&tI7dfuJB%tDYNRbHc5N2OU6O z%cAC;_u-sEmWaVZkwJ$X*$)|W3JLo`qZUho6l8R%ly}fJhZ(5skx*XRfi1YbzwUWl z{9}hf=zb&Aj;sjKn5{NG7XiF|)JKFoo%}woPL+{L1RM$;fHdrxzJEJ)No8FsxDGf4 z9udDD0xIrz$nRorpy$s}g_f5DM-g>RG5~)138FaKfZ#~4%qVycefEZ4=Y&XqY1wYW zxdOBrwQ00_*2|5IRLNNkMN|vW_{~Q=rYyk1$PYoLf{LJ|2Zyq=t|nBLke~D0zAK-? zgI^|MZ8yLc;^C2P3g=A(HIbS&jSD^NVn5gm02TdiBorTQn394OXQ%F z^oc(h&fm0Jzay{H;I7`pZ8iBwh@i$$_9bGGTJvNcA&~y8YoV)4QOLQc<0W{@x%j6e z_bm~c1m#`3KThqt7a_wg9%H6}eqPn&*Pl^a(C-DFa!U#~YM25yisD#1Yf!vDk!U%A$G$~Q17Qwg2D7YlRv^J$)=QBws;RJrda~O{7pPy^O>=(Z! zT;S3aQYz=X+>Fw4OlJYF1k$Mv=F_sOTq4VPB!5;06uL!t{=3YZCUs2%D{Cp_MH_34 z&{H((UxIUYfh;n2n&Vr?jZVKu&MU&(932yO(~IJ*3Bw>0D{7jnMIqKf0k878GgfaL-NIMBu3zsC_0nb!4bk zpqI8yF~hF$$GzS)#qn;N$5&acVj4MJmWpd`B@s+)Y`-fNfAM z5r9c^#*hVVsM0&TVvBw~P68ZPeyV3r8^*b~reOEZTLo8Ye!AIw?}}aD>oPX~TH_6pX5Uv)SKaPk>W!zKFO|swU6s}>Qm?eT=B58FoaSI}KOFMM zg|{Q}$zl5tSbgi#XI$GSx#QxL{h;IKj61)+tGXJ8!mj83v%7pLh=eXKL@tN$Y=OSVIW1y36%C!4+7r+n;(&ISFtV!!#*Ig(v1rj1u0h z`#g8F!n?g%f86Z1hL~=Vvbg1~eL@Kx#A30k#ZBD6aDW4IP~_AThzOy2;l^4Rs-alF z(NTsaVC%S1R#YihX&X)t#Geuw*dsO^GB4S`xzRH-Yo$?@gN&`h%zMWm<}Vv zLgtoy96#IE)BNRq-U*+WXxeRqDCiu?ktOdy#L3w zLJ|?EuanS!^b}$M2Zo%bYz53{n9_eJu(@8Up?@eaBYafyF)U5h-U0@AonpgUVmSL$ zNiXQ%{iH`=kXRM{(C6a+@Zbf+;K5$P0&0&1UR*>VI}3VSJxf7;)iWYhAz7z0xPUu* zUY&_!w57;W=mmtp(fBEf$htD$05@}I4}!>@Z2I3VVq za8i#br>}Rq-n-HLCkqd|d|10<%tqdR1CeT$)#Scd*MQedds$Ibc%$`MVxN^?_0{S5 zkrGs-!EIn}qqPu7(TddV8VG1*5)!fbPiT^uw#>)OsXMHix5rO9=YLTV6w6(EzT7h+yRiW&CV3BqKM<#fgcurUH9ujtLN+we$I(@T@>8FN)V#Ax`gQ8CK&5NY5=|f1PgCH;^={ zh!JD-sQ-3fKLxfe^<~sNFJp)9lf^o?U%lizl+A~iurL+4jmiUJtQ%1rM6p>HaEH-- z2bZ#cTE>GAfF7pnos*(I85qqAg)=oNQ&kLxe1cw*ib!b9_@&yc<6aE{2 zKYL-)(%lkme;vkM$C7uW!o(t@qzFxy&O5@q0bdT0A4*09;ve#@)>lIuJI#?;UvwqZTl<7`2!!T)x4^V9wKw{YaPZ zwt>q`oePKPf3Hq8ckX@9$Mq__)1iSs)6v_I*HYPJM8)$b{<22(Q9&Ly*T)7)`}>d2PB}UCDmo1rwM))LFx%se>e%y>Cn>f? z(Cu;M0l9HIx;q*;0!9lc@5I7}&z@szOwr4EbLHW+Um}8(6lN9uub)3Y@a{O>>)^9w z&6}zzDpY%iD^xht!YIUFHu zq2RfXw?*Kpks|ej$S1=}bjWMuM#FwFZiVE9>Bu37C>gL}B_RK=HDS1m56es=zf8tB zF5p9VE2Is%_00N%JNeArVlX*FUVOE<+Fo$p0BPDMjW`DSa!kyE6tGc5oL}ThsPtBq z&Fa@Ji`*Lv!RWA~FK(H`B!Htt;L>|ES5nsvzi_*N{b#^AiX(^}YpuZB_&uo@iT4rj&9YkxEC>x*YbuaX<{YKp%1!Zi@p z>HFgejNzgx_jJ8w5?cS9}L__=qHP;14xCyrmVhC>nfQU$Sg)j$@{m> zo|p?!*SnSpCcyHbF!oys6>OK^=;4eohaF$a6OWMHKtr`u&aoe7*Dn_ek)7MIMy^4i z?;nN8sY3j`L5U$X8Z5O4*n~TR^kGGidY#~17j%;q7P<#VlK(`F#iAo4V>1(-`OA=k zM31Lr*l3~Onk1$*M(y7`ZlG-$dXS8tfR_xCI7@2?y#C1RK*r#!u7lu77_ z?2Td7rPE^^z$C^E^rfnemwbiarOVcpwM`&v&M`H#lm%4`?++Cb>Y+!LM-LzD`U!$! zZ%!h8b!xMC@a5YNVx5;<~=|b9aA^5PN^%c$1!+&r2rV-5+9~l9{yCg0lF7Fh(FT5Ma)C| zVgKtsFP`5IVwNue3Ns^Pv|ek3Ha=3hBcFOO-)=Q9n|-!*=xU!M?~vX6BR74&1Pz&{ zd@EFMLGj9u$MFTALniz-Za5ayRVgefRZ!mmjud~tz=TE+yl{ou2n71}s(vt57K*zE z#(v~)Bzy%|poSS@ni*fqIdWO-YK444LZ$_P+ZyQRRaW>0)y`DveAr@_C-@F1qqa#l zN61DncVPKFToFaQ;Q+VE2SQv9fCYOFk*3e&TVrM5Y>e&4HtP}P|05AIN|0t3NXtZT zWZaryK*P;;=$IuNJYcpUUk_Mq9eL-Tqs8-I7%F2rIbX8`_A(Nn;fofIomp2xO;~XH zKgCL?@r2(I!up#5uQx~J!GHF%jf!DX{P9QRXo|9{CcI;dG99WT%wu?mcWbL93b}!! z-z)WwJ=a$WJpFSTloc)JmP(3`*z5b3eBd`+&6ZArkd3A4_I6vNqKBdBcXX@fq|esaV+D2`ce?oY6L= zvZSAl#DJif)~44|l`S7O;U&c%(ZAuE`HLbEHpQ6zx1jOfme?{~;(ljD)t1#!rP;wcOqyI)wK%^VZg}jTX;H_OgLUe`}}&5`*N<91ji$kG&}| zi=TLG@0NAILSfzO1>Wvn`VUaC@8mq0onV6|)qbca0G3T2jsFeirTh1-oTIo~*OpQA z&(}5a=rJ(5){FyzSl@L*CK^rnWb551#=r1=vd**AsTj9yzeIfDs7AopCPA#p6d+0b zD4>9mb*gLlbTewW7>KYBQVssWcO+2)eRIF>%Hp?8e~oPh2LpR9FMHOPhx4b#j2>CZ z{W)A}UQKPR>r*Od*r+{`=pjGq3!k48yLvA?W8?e1nI`sMX!rKLfhaJr*u(A*eorv* z%*eMax&)eEx1gkt16$wHz25_VJDNzN=Wp(Nul>B;?CopbqQOaxmR2%uHA#<(n#ktW)2x(9xuBcA-> z*^c~~2?eCYNTC`heqlJN4lcFs12)LpY72?Hh_5emJs(e-km9#kJ$YoisiW!T$uBZV zGn)60?Ia$%HJU+}7ky>7FLOa!$O|QPX04OpMoa6Y8FS_oYIZv!-~aaOYg0J^!$|*~ zv_j^Ce7TI}xBSt&m6aDdYOpA1aPE!mrHKEg$RI2~ziSt* z(|A!2YkP!!IJrrgujjGo+^arG6tKDVK-QAv>^5pxBXYU?p9ooP`KBx6-v}8A#Q5;d z>EmSB&w}G(1;bw6C>`VA?BM0=8j~SJf8%ANVif1<-CdY-VZ=EUTkOpbN`RvPCXRQ$ zL`)Ho+nRQ_?&HH{;oO5j7)WE>GPz#=oPT`0M}mu}>HK;WDMsk5iROSVJB8h5#4_E6 z>QU%&LP+VM4RDyxA?&n`TSCGJp|-vCKP_b!Iio3hsXnrtCRUqm0SBY5geFG9S-Ar7Z{9%T9;vR+-{?5r3bHVGVTy5|0N^7xHGJUZOSQ%vS?v`|1b4 znB@hszM|`>&RC{0kue*5jBhzA#}C;2SP+<%DL&^_33E5sB)z*?Y?q`uiqWeMLL)4z zBsa1iKU^kw=&yr(7+A0B()|w_mI-C#4>_~ejB+&VAmj_CG9VhJM2lxFSnR%g$o~Fp zb(W(1EZQ;kC>V$kOECNi3rFzAYT$^TzQ-4<_!_9}k%CO92&ylf!pSYU^`!>Or9OGZ z{#iKTZu>;a!Qd~VR6#JnbeSA$zdbnla@?vNOqK`iXnmQv{^8HC&jBMHluw(dOf@vf zGXvU{n7`yP8!x7XgmTV!hZT5JJKb43I=@z;&QJN6{CN->VLd3F(Y)`=sE39eqG*)5 zj#(Y?Z@lWls4G@6v%nRp1n{eo4%5nO8r$9^=V8#ls5OS1k;>};(Sm(vwfTRbHP5)! zV+!ff@5S%RWz-c|=W`v~#P8wtDr2gl}Y0&r|^js6eEruOlL zV_W0owmt&KpO&X-gB#= z-IYG?JlEEqA84yTQEZdwe+^lAc>QnHD zZw(2XdFGZQf8dNRIu#m1o7WF2qc1uG5%{|h;e?~V^qHAQsYnn_55E;w0t1mrjH~#l}zx?sf95XP*Rxz7IdWjP2N!HE{WF2i@ROTSNrBBq)U2)?`PUvip zN+u%|L&3^(olHL)B5)BdaKynX7e0VDB2{n7gjeTwTS4SK+)NEsQ{8#$*iO`^;nwWv z!@NIDHHlW*ag7yDt&gcSJPACvEVwy=u6(5wToP;p%sK4)8*T1RTTc&<=SkQ|pzaUf z#uwkl$#-%|;VuMHtuBW3=>O8UZh+?h>1%yEEbTh<+4wTbLOVy~ySTvNa#QtN^Zp-L zq18Z2A`RjtxSc)^%7D-yq=`q&^*wRvUFdt;6}Z|)zU$(9t|{2$gy>^FF2 z+^pQ4{ns$rH#<^_@(9a64(M(dApnP|QOw>JqgKrVQtc_%x>ZX(iJ`_sHR^ts2ry;n zt|AMfh<|Ff(ly)$muum#OeT@)oFk0d2gpOvoOk>t?94Fmxe3ntLNJS83UwG=bl>$V ztv3;gf`CU?YGls5-;AVN|I+jSH_L_%Z(g-5JpRsdNu3g_BuM^>@3#1){m)U#@}$DB zbUo8TFjl}OmO*1qV&L_^7%!+b-kkR%YG%AL=rtvak%+P~Cmb&r6-nuPy29UC8v|0i zc?BTkgh8M@09*)uDxg^v(i;C!eVY)?8+o!SJ5c}PP}$(c`GaRC>Q0BpWc&$6Z^mLE zxM)8JVs~?U@TU3q$@(X|>=Il}BHsT7;btAKq2YUw19cHPsvLmq^XqYmj=;Z2pjX%% zZ6?oWJO|?Ua3`uQ=c~Tcejw@myO-h1CvSK=@{WHK;|F@S2mUlPCOakrd;xr|mocP* z{M4k|NB}9_NN>ujfL4``$1^?lL&nTFz%@?u_KaiGHHrezXUrEL?r|9^@H5>#^AZ@h z^!c3DtNOHy`04X(g58 zlg}*aY;oq!tQ#PSt#fOKKLargY?Hbue|n;{dX1etD2lR#NG3E%7?W!ddP(viZkdJ( zPuIpyiF790+xw|eB4DG_pT(FkHqdP|YZY^T`|xv)=*X7(Btds!JG;g%+gii3yC zaNGI5*A;sj{QEv?83QYA0nCWYme2y_F$%0CrA^w=52a5YB&i*!9~`YXa_j7Kvrffz&!iBFo{_M(ch#zs1Jirw(`OY(3Rm~2O{xx z0_puUN6wkm7NKxmq=#>P6U6yW#&n2N+!C=7~8W zF}{ZDz_LPm)zkfsJ;;#a#s|9ZGxO_pkEg^e0d+D{nqOlJ4tj1}<6;}@8mMXw+ zW>!%%wvDonepewZ7bq=8KSnNP(kDPpDZvH$lebI;pg0E)d`0b|m{vKm&q?BZrB!+9 zfH|JBx)Ir_Ze!X}<3|Ifob@KozgKmoE8>xbVPW9T)5Rn| z><&C4s}t75li*rYXq(iILf`QM0;t3KX?bc*58)h`bA39*?d*&G^pvagJD(f=l{qA= zJ;hF9n`V)?k)LdIQifW1359Q-d;m}V+k%86{zb45-NsMvL1Lc-Fwxkxv9e9zKpmIa z2;OXp5TMIC0D64Z$$|e~pW$s#Uo?9WFM^pZo@~U zfgec<&^2{?e*Aff9YU@#IbH?UI2Jt0D|PDyR9s{dkoO6VW@lz=Dh{zYJNM%1_wDA;YWJs1@YZXPgT{CW|B5Y>&y zYgmD}VE4F)v#p0%R({#rsQ&DS3GQzvWvRMc#W`B!eY)s_J7r0rzRd2QOR!2qza?=d z5=z)daNqd*g?GYFDwZM??5X)}?u|0rK~|*yDaz#F#X?aP^~L3q_t9Y>FZY0uD(}{R zu=^6u!^Vox4EwTT@^4TNpE#iQ4LsoETTbU@7sf)m8$e_S^PqA|BX?SRHFd?Oe}487J!I1WkgQ{*8wTyQt0 z5ZSN@pp6Ttx^r4w_ulDo^>7`8J=+}l7DHHV*`=3%QTnV{AH`&O%)s4O%wl**Q*qDw zem2R#lk~lxl>zT3hy%;0!el7ha;rh7?5&A1$&^VG`q)%rb_^S{keyboi^~T860V9@ zve%P>cGJ*%b(=@B@W3E2$f!qF`)RFjvdn};h?Xlrc^cA{m{_C{bStmutpEHySE-v_7Fgz-7O?PeIfrzn zomG`pwK^Zk|B#zM^w2qaTPlC)iJy@zNnz^OKU)^tB)#UiLR?R;YQ0b$yGoM%%6JL~ z9;F;C%)ym7!xQdopx;m&^whcdn8JN8;a17zk=3yoOgsa8<1));@+bk9HfPG6KlYwO zt80?tO~aw?T1jNZXa=;`5oLJ3`QC&QDFRV*rZ2CvZlg2mk%WL^vjumJ$37Ba2ry3V zZfWNESl-2bO}_Y3%j1m6UEu{EVKcjwaxUUhK~$`%=w-wK<~3Yvw!b2X2n5*QvV(z9y2B0=jZYy8@Y1x524xz}eQju?ZwuTk%unu^`ssk?-hy85*&n_Q*(lMMf0 zdJIWG)j0-vf=@RCEPe6H?^rs7M~+_~#myTos56ZC!6E6ES?_`wt2-QyYnA1K)t z`x1`9qF+?0sIn&h2z9QRm3;VjXtR^_Terrlu(GV`!{}AgK-vLCSE~;VDYxxNVy1LT zbB89#Vii|h(d<;%;qw)DSJ|el`ya(RM$XGS069QJOdA&R4Fr3PLKR(78Zd>S>Epeb zd*ym`9#1P17$W(bb0g^$8Wtc1qu_TPqRQt>15$1%Z2BJIMl1=*R~@q_Yq`Q6 zpzhao%|vY3OxEG|K+o|qpu+_JsX>d*t33%vQiBiOt3k=e0F>9!|Ro>#np60#}q z{aSKkLSQS@rMI@piAeDL`v?h#igjmI#RQvv-qkpS?d^NBu#z96#6tO3qR(#q%1N&$ zcwJtSvU9)q|y52G2XK^T_kf)YsFVAW2&RHgDPmJ?%XyGO*25*a3HiXP6 zd3-*{q1y`iGk*)(JV0EnX+ruU#$tQCb^QiL0htH4hCgZF^NTO`#cP;ACs=!!&CG%j zmi6!TLyP=Acjr9txZ^p1tSB&6H+KDLkGp7C2YOlw`Hn^hbvcFrdP3S>B?w?CjYAg8 ze;9HRPGKRs;LV?FmMP=~cG^ZKEIn(lXyGX|pykZYtC0=j)@3&>6ByG)Yx1C~ zWTv-!8B1j(atN;NyBUaZr%KlH)E+@Y&RI(?DIm!e%@FNAvc@66yCl3UYqH)>7;pihu;v1$AOkp7)EznE)k~ozuw(PsLSV#%c0639*NMl;9x{-g4oj` z@VDM+G*M9+C%6s~}UbOadn=xum3^ z6VYCOLEydgCpP(s7~UiKfinn@U!r>bdC@`@tS!M`9H))Zy>;uq)(ttz}lm>@nOK1>C*r6oL+E#7X_L}CDup8S)2L` zWPVZ!bV^=c0;If7!*{K<{*kZ#`=$N&qxyDXZLb z{?|39fX6n(QAftmMlNp$^763evenH0umAa^8I&H%U-*{&o%(qpb)o5cA(pr#ti{HQj4b%KR?0^3B{>MkUfDB_hR}Gkh^N);<<^xe`S-?;0nT+nTUa^YqtZW2N!@$1- zBw_&Gh1>!3JDd(;_dTK(-$fB~M+0!4NLpIjRwAI@%=~D*WP0b6Gx~DQ`Tz*C^aNgH zc>ukooU&IP0F>G>@d*hQfKHLDeCKbxMCg;g;lghj20^dbsx^W0XQdy%ks^JW;TODh zDf*4m+e#w!i z-Zzj_;s{gqI6}7ef|$Q6Cu2AM7$tb^E-mR88~L_OLAeLKUuyb{n6eMgORWe_A+*V5 zwdDcvSTBwgC<^YHFbq*3O#LNs^zu7 zBheHZ;?%t4vPjFyCXPj%T2^=L#f9#^hJHhXlvh>J{oel_p7u9>v9+BQ>0B3E$zHYg z9x(e`uov7@I;?{2`>HEjgL2rqCDGI_cRNBdqaigy^!cy(x@Z{O6~lWbb=CRY-%UDi z%MZGX$CZ`H?=VL1w%Z_Y7S~G<*7JMx$Q+s~pM-#NY_&vlxVQ%LU?Ze-$>;>W1wp%Q5G7`J~UKDS~2*BM=teIgTISEv<|41jr||F`)&(1nF+k+p{U> zFhxjIYGh?7E0KIrnr{u#&_+d>HuUnG!+zvGP)tVi6QU84rAr5U4;|(tvXvS7(=T^v zr$at>oVR>kKkF$If*>2u8VOgT4}JLT?_0E6)Sd^;)J%`}-}Wg=n|q*jb_~#&PhTvKGJ50WpS54h!(N&XMU&e65+c-hrCbHrf;{k_ zKk_wl3JS$QTSX76WexBpE0?>McB_M&;_u3SWRlX%$>fnTNY2hv-=%V^uaXz=a8nv$vW4b%C&f*eKMXcfnEI>CsIO+OGnSVb>8Sj#;u8*1 z>dYq$ew-CyMrSEr>z&S|kW=f%M$!D(GJfkg=!}P(GnYk5u-0*2pThMOCadwrJ1#uq z6^#<5shk%0)v4yK<^*Are{NTQRb778FdCJ*gv{#(?gJ?oSe{+x_ik7NU*!rU<&Zz8 znb${2{w|^k>V`i&aoQj+#Hza}8lXUg8;+wcr<`lRv-7+j zeVI4FX8it;n{3Z*pp1s#YCbZRgFJN)-twB!RNJZLY8xBUWjdnT9>o{R3q5d+<9j?> z_Yimbp~O|V6P>TR3)iEIf87*1%pmfVUcX}_ElDnmG%v(_^|(a19P=#kLC}ODN|7v3 zDlA+ozRk-9xU(N)zlaT%V9G{)k5Cx458g$(y<9a+2VqhEobQZTISoCy` z#7Jd1vmz+dZ~S<<3WPy8tm^wrh^7*b*LlvfTyTLP4@ld8*PrPJ==VcMguDF>F|zp1 zWTlBx6^OH+vL%l#4PG92vd+dws{@gXTa}TGaDeG9QBI}v)?}%Yg^qk39PRVAR*UuJ z&teTL&L1SE*D8Zf$Alhq8o0}MA^B$K^SyU_IUFEkp?m_*6vRC?Wnvp!TikJ(Z5+iypz4JXarU`x-D3E>xs6Mj$Bco)`Q`EB;|>Vd+cPdgmyp$0U5ey!gj?{oe3QQXj=*58ULM(k2D zEq~2ndodCByH%g&vWP6-@n{6KWTQ^wV5bVRwC1XSA^vAzdUi?sW=_0-cIlpU1$l7V)^S`0*fPI(M5VBsaqCYX+Zn&uS;mf5k@40peeFL?DmWNc2 zvt@2t-`%$RO6|~Z4Jpk>A+KNzpUZRx{)c+o$p=Rpm8)80v@mf#Av--O@^Pa_dx36X z(_@y@OnvtJI}%e04%{xRmRfJs!1_Cw?Piig3zX^NIemBeL!Uin2anPb1<22F_Orbn33_4huLe1&#%#v0CZHR0Y6;^78cn= zZqy|I37ILKS0f@=)ts!AkK;GML16YPRuwH1lQhZm!;p~rGLE zhc8(==VwznX$4Nwyor`~Bmrt3CmHwOo?Gb?Cj#fEhCfA5M1C>DhLs3*jiX^nw5)QB z?Y}5em4|8_$@P|C_!I}VLbFJ%XG#L`tr(YOl!)>f-v20*3B`)Xvc(gjK|y=Ws(ihm z=qiRMPPeP9Q)!9$Ht#2SSH;13%vWkh6-KIe;k<9POB)t0`6lOxlkq-hHDJV>xPB)Q zFQR3jB+e-9kbQ2O&Ym{7^J-a3Z}E{L!Pe1UqaGOWeH>ykP#ov!u+ru3D{eN0Up2FfulwetYUzzO#x2On=1UehYb?LwS|QRYEP;v z805-k%M=bqz2)q3FM}!#z@faR-TfbF<6}6XtxUPgnM&n8u=~YoB0I4dfDa7ARXYfu{6i{wF(Q_e7IvM>w z$rY2=fou37O*l8d)uV~=98`XFDyVsZ5>mO8KNTy{3jX@Nup=w-zM7deRtjcaopfFN z;ag$n3Hzxo#Df>o+7)ivtSO{+(b6c{eZS}}+UH##%x<+un;82(HXP4moJ>H-5MJ3j zqY5Z$M8~~P#9ECXQC>evy?+CKYIc|EhGLJ^q+}N-VJ)7MUA}nVJ)}Y@T70GUbIxHEr^mbiW2k0FjlQpb4J7angn4HE z$HJQEz8m)7NO*^v3fVrq_5*m1yV{m-{m~k8x+mh3$2`Btbmz5WT*!X?7fMu*%mYdz zz_n1d+zuZk=nPO@(?DST&K-K&1; z4gt_T#@>+)&ERwqbcN=G0AGsW0R=_?7%3VDLL^H(E_#rhy@Vk^`W9TJW{p1pf%yE| z8%7mWe=Pr)ck+U68v7wz0G0*30>H3*;dNQ0QoEr5uWfSGm>(*~af~@nI|=1BaKvyo z>hkax79%{w*tJXyQdX!{p2Y}>;||f40Ono8MrK(2^=N4sW+;F+f0AqV8b?-mWJ6q55X&4q^{+sYomx-@p*>4|5a|ye%9sl&`0iM;tmMSkO>=Ki0Vq6 zCiz)n(>kE3q7m5L*H7k%%LskTHe){E?e7b!XpSzcYBN+o~LoVTc!sA1G`qxN{6|JlSHwb1?2ie!zs$`Alp6A?D zLISo-W6d{4-!01WW1ib}1(5g>k`yCKM|3BX9&m9V)ozwrdL?CE0; z9`$~BPU(^;GWX)pdv+_AKbbW1Cs|riWX!WQjZVj%A#4J^ZT6wFz&5_H2CnMRYEW1e zXBS4Yvh|u@(@pzb`gxTtK3L*-K1nyrgzg2r1vWjxI)O0Khc^@Uf3J3rw8LkJFk-QY z;QqjF6i6~NqK3fnr!OpM(ivO$)jSG@Dr>q9^is8>bYJ74b*CBwTtY0&^i!N z(~FBN+WP{Qz;jpH-6J-x*#ZtKQ-Ejc+c~3PN!N!h|OV97rle!s)CN#0x7ZQOmfldA8;Cq9A%q;ZiEo!$&$5sdG zHoV_Ha!ZoMg=bz8j@c!o&O!euA=*K};>*~<5>XYqysfGz zjwn;2T@bRtfz%gENiUDqc5^r0A@aX9QqcqbM|n2qm?|j{Rn=A1AK}KhNQzcduY5k> z$MTBmJ%bpKuuCgzmWyyCSP3*6n2l(uja7zoxVL=K{RxxySh9+Ea8Oi4xf_)$MZ>?_ ze$PEfbfvA>eibeotrn^Ymd@WYLC#sCHk(nO7DMSnM8?sWBib%`$f~{#VkOb)5Y#M5 z-;nxcH4N%{hMWr^3w~X?+H<$uh3;0sojG1CgnD3~=>W#=fsY7uLdq3u26kj;92B?R zxVVGxxU5)OFKAZGZ?DCw@=9*V01XCt|E!?$h)=p=H+yd&0n+564jp472%>u$AB8 ze)Ft|URUq|t8D5axU{=nf88|0*Duly!+#PHjbCdJX75LG0R;G~J}a4F{^}R@h521m z9WDC58h34f<>+52a!YEmMscZn?^u>q^N2`kQ8SnWj#EY}5QX*elN=@X7csG^vj!iuqS7~w19!OYcL5h|<||kH;)66yjRv`{ z3jC5DLhij2I#HWHA36S6zVz?7G$K9SHs|4EJmKhBl(VZ%RaEpC@z3=Xf-*E7Cg1;7 z10IR@&g4TL#i$87r9@-9nJUds3urAlHLV-eDlq)s0{Ih<(PftL8K-VoqT<8iXkIPl zG#kzu$j-Fql&fMcpwk40W&)?Y8X=(e% z#5%;Ju?cE!d)QZ0Ql#PS8qs=w{0FcNhaWcq?0`Gf@$0W^FhaR7#LD{6PB*$tfv%jh zq!_8&U$Y?+b*6gPOXD~sefj(2miH-5jp7^gT~Mw{gD(AIazt>;el~7I&&9*#-Ey=L zJ&;CoNpuxJ{v^!OYD{jV14@k+XJeTGl8GZEi|BJam8~v=?EGDQ?_+$PJ_{&}oh-qm zq4|sR4_h~_(h)dfGDoZ-#{fN)Ub1X%F%dKap})Tr;8D;v&23r_=~naJ6Wj&ACN3%; z`)3=sWO#)H$ku2*>tPWKIa}oSG?;}R<}vWY`?S*F;IYe9d!&kfIsDPVDm}~beoHGR zt}L6fkA~Gu264}DRO;L2qvs>|-ju{hNGu*=DCOiIAUs**%I_PQ`lEruAc=fgo{JXA z;vw=pH1(oqYUn#(Zk3N1A$ECPrIwQblUE?l8GTTCc{C$Up>%jmmh5I+jk-~d^WU8` zYGAzH(3vLh)vPj$|KV4wZ8Vd9CCH-XrCM31ESx<%~Bl5g&M5e zGlJmM7ZCL;VpTxj#cDC>K7cm>p2$c)f%s1AYJn!t(p_yRSB&%TDjDEDM<-zI;MX$W#KoKijcl#z|SRvj$c zCaL$E=jm_x_l5v^0}29R3>#Pde{K|%InTZ8{c}9lcfbn{J)PtBc_+$|?ff`u+)0>_ zC^FU%eKGTgcWLttCQ}g$B<($SI6a8}7`)LL2m_yz>GS(NKrMD$S z_z4nH#rsNg2Q4(`Vh`RZ< z@;O(E5SsdByes+3?+)n?h|0VKRd+t%@$Qc{ifvsdAy?lY=0EcaYI6FZg4(P(ISk>wos{PcaRo(Ti)~oDRA64T;{H?+WwP+1fAsqXUC@C)rrZB&W$ddXaWJl2+S(;I@-)z>PEH($vIZCz288 z$Af-825;dkE#vD?=^0d!aQO$*Fxt*FHcgu>-)zpTWbMba4>KSg7B-Y78z*pD^k*`Q z%kHvPuSmpa;uBfRMqWxhcFtiRfkVW3yhpQ0F|PDH&s2|2zU2>Y=P>5plUNwVbwbv> z1{T)$hxU2fp=#F0ci>{{{EjIR(b*y+gLsgsd!^{0fB!DeQNp3iVwHY}cC558%jFHs zFZwrI$B^=t7A;!;Z@07ZiNHQ;Dv-(}C4&B~9^o>m<6Oo^MC@Ohjoi8))Q1+6!>i2T z&2soFs0UD7quvV3e-YYPMK_|qjLS~iSRIvw<R7*%L0LvB z<*(6^DEeN;n17YO9@_r9>it&tmInJCCk2a?h3ya5h)PC5ig@h|%K-vNQ=QlsdekXm zg4lvgWn?Usu0kNE1#`_YU{RW&TwE6{!9 z)cPF1E(Mt?s0@}fi#oqwm@k%GI4)AJqO=tK$B?4DXttW!NW<-~7 z(wa1%1fyl51U<{Ru+Ii(z)3qrXa zfN(&%=Q5{1Z=CXk6d8>uT`U~;Y^q2=p&Q_nuz+HD0K6$>6j1QWRABM8qa?eqMbp+)#@Z zaVaZ-clngt$*JngDojST_D8YUp2Y8tLQAK4TD~$xdV{W<_2G1>t&!!Pa9Zz_cdAu45v_MiccaD=wuZ2t+}mOj;GEM!8X1UYDwG1$NV%cftFx8M z_k0pb`ak`5`q08zTQ80iZV&HEe?_T*W|+nHxNUfX!6v|wUeVjLi-~rIaIxb?3hh|G z=kSW*csKii&)jqsJnOy$NyGngjvF%gYVN)(0ON4k0X<{WQ07A2Ledj=75KNKzTZ}& zrvsx{Ou8|?^Ly6!Nq!s|S=em>NBFJD(NLw@jgSu~3A&hq7kSqQE&B9_%kQtl!k(_+ z6zCqwBOD-+2}r4%Z~Ie<^!QG~WO90j17~?FuOU+3Vq=953j)O&fCX(nO8uvp(u|B& z8%Mrgsow@ssCZA*j_efWTBI0lt#aZdBEyDG!Uwa~zgc{bjgg=0eeGtz{9X`gfo}qH zaz|m#d2}lGX7^8qgg?>~hG(kJ(~`yNF3q1Lv{!FP#C;@2^V3sFUV{$A|0eK%1C4pU zbLIStM~q0(VdrC8+UNLsC96Uwm$0WO&hrM`v-Nx$(~lhwsv!!B+`EAeRkSF-fPUVt5d~0$ntS(teQBe($~aXR3lj zr6(hU$RBTpMbJk;;+&j$ievmwbD1b52+#QgkPT3cU?V-L^n;d9SlT)|vSMOlLEJ`q z>-4?^e>)Z>Uqk=A&3sK?j>=HXfZm@RsvbE<93~wRmDsGJN%7z-O8&fr zaaQ6nbxJ86)7Fc};)5z}y3`{*#Dx=$g8OB++auMLx7+L!q^iVA+4RzCv@5Pkw6Dxn zhC|qF1g`AL8g4_l{EizDhg1j(WgL3b=x(&4$&KP}44%wIkytj&Md@j0lIQBu#7d)o z_%!&mw_E@!LDzp`9vX08>tYE9U-~mCtx5NNy2Tc-(Hd#7|vm zu=e{FcrK*{$I|PuY&Or!QX0o)7t`i1nbS&d;&460&*G>bs__fYqn`~MsqQucZnDDA zyX>jvEyZ`K!KXHprcdXRNWM3l*8g8qUkB1YoSk{u>sY=6{GV<5}RF%A$c?o~q7Ss$a=^z`%u>6K)M?A{(Z5rFEWY~Ge-dB zR|*k?9#+4y$W*K$ma6c7`(OT zkBa#W8zCeX5n6GaT4W<(Q^@q9UMG`G<5buUyrKrIHtJ6tZ+Yej5Ua=x9qCZAo&`5F z<%)GshBwN~(U3Pp`fE0E7ZBgFYwN{_hwQk@JlmDFKA@`m<=r@Y6&sBH` z`_WB9Cn*pH}Y7mdWh!WrCB7DBMp~? zMk)`2LItIb5hy6LiOOz&N=(SZ*7TH>+OWAv?!;c36g`Y>_bjNHz`$9Y@Jf76DpPHB z?OVMv)F{Z}y$UFvDoBfKdLEzPPy`s0XkB#f&K9LZugAQyMtQyCB`s>az6+Q~@#(5) zId!i%>W{(4;n?H|VGm~SjoAB(cO2(}b)N}p!419c@iHma)`Q~vx&Fp!!JYZc?&ep{ zOO2sjLwcS!`~GfCZ!WdY$(^JPHfbMGMVs-#cD8xiFbz6zOLL0j-uHq(C5L8lmON0u zN$N0~2!hY+QkJJC{tY5Zcvob9wA$&H<}Ybi+EQ{K5JrQ8m9CE$hlW2W zsvLLKV$VE4Tdn?6Y)G|n7h1dh0Hv^Zepeu#o+PlBOr9GnTK!QhTeDWuGJ6cjN{!MU z{(8+WSR<2j+Si)WAySe$S&PO)hgp^kcpe8w0S2 z)MwR&fU@;H7K)~uvhwp#%f9<4tWjbX%_xsE4r0|0WUaXRr|2~$;?U~J1SQ$}c55Z$ zP_Gqg){zzQit3EMIh*Q}(rdA_Be z#^UVGC`bMWYl6NPm*;uIl4>Qhlsjz3e8RYH?Y%ckYkQLdp`XiWmQ<#ev#9la%MreS z7cU=ZKKQ+jO-RUXi28w5d4+s+heC*miE@Rc)DQdHYzYn3yghR7N_*s@EGB75`|*j5 zXvb5wJGCRBx9>tKw-_5u45&nDLUb;mzfxg)GcOx#f3n**jiy581igXrY>6DqQh=+A zrHkw8jE8S0RK~IYeHH#Q)y}W6eBVcrfN@Hv*Hv_=(cJoukOQ8~TgF#1oI|5(CbgFl zr$Gd!7zOVb;jPY`7Y{6KRVhftF*jp<(VVf8*2&s>qGt!|5saEa_d25DZdx8Trs3)r z2JhTqfx9s8m2l~p}X=q_%4ZFoIGFwo7V9@3suudJf3l|H~aU)yjinf-8p zAnSZn>b*6D8N-r!d{LD;mG<^kKPM#xot{lf%if0vFwC{%##Vq&`(xHGdzmYPu9Nc2 z1yX!mo)v22(wX}s}E5Gd2E_Z;%drt0euqbRma#%`?y2Ar{uP0F~+Ai{AwXry6y8Kmak`1y~XEY}50kiFB zql!CO81YsG2o-c+sWJOQQQ!MX=pX2*-vBm%mMUM{zlXX zBlaBrG_R}tp`CAai&vlSSqszSuES@zn;5oaybtPk8LKrhECKV8JW}9#?+rUK&!O7} zee5HDho8!4YVe--p3v&404qqY3lM?B-kku?E?kmkHxmTr*06`&r*J{1#jEKp;)xUn zEZgF}RE{B`#ZB?*k5>wod>wjrfyN^eg$*NKj@9k$ISpJTyhHtG((#>Ycl%TdsYPHi z>4PH#{~ntz-xt8Y2^$8xdm?q5KrcqW=V%Z&3GdolF6Sc1>ww!Y4G~-S?-?S8bGX)q z#92hj=RCw^Qb&V65%Ql)i`=GQCw+a_7fqhaU^jTY<1+4dfVoIwAHQ-^k`utVs-xMu zH8`{S7UM*rw6=( zmVAr=zV#L#NO~AZGX7yr#S-Q97^g2}NnnsX;9~;B3q( zSPg1qFw7~Or(e!_y|bSkPQ7n2*FQlXu>f#|j6#KtfXDq#jjX+UGcUTKyRrKlbJIK8 zPS|gl*+eW>rTA#XMiit(Dill4<9ugHySUBaG9m(1T0sGCL#XJO^5e~8w5R<3NN0mr z%@O?mXPm|KT2+!Ry`wpXq%n469~mF-i;}g+;)l4v8Yq`DSO)aZnoKzXCQ?q0b_M@>Hdy0?sdkl zV3FH;jKubG>%M>hA%{&mb$R}qfAIo9M8O>fmJolyc7}oe;qaxO2QX(GoY3MAT71yF zLQ(=gN>j@xV;H6YvI9i#SK0E}AP*WkoZ8U{opDXetiAAi@1tm62hZl?8gH4`#OiHo z;xvpt64_4JQu5;yBlTYv^m0l__`-}Rh)60xF^;>sM$fb-Ab8K^HqSM4denV6HNw2% z%YtA+B55Pc%}~F~P>w#;ngj&;nPP3_wu{+@WAS0pM3!Od!GkakX<6rJJ^B4(k5=5c ztE1QBXHjaBD&>ih!32i7;dL?Pv|oAUT@MLz0?I53a<1BWv(x zv@PdOVQMweITfB(bp}w4iKPO)GoDE0wq=K~kkHKJ?6JJ^s_(M|-)XsD`5L{!%6HSp ztd4t&ds^*C{j4u5FYB#U@%yZcWEH=JqR2@nD@OV;+#kP{!_>dSNwFDBLaa)PawBV; z!us~8@OPe`XFPs0rLDiOZC)o6O6`IPw|}-di%ZHU0Z5^%QOp zyM_OdGo_-ULb?Cv8=Eu*%kQkLEK&8vULkP$`h^@|b9x{la1}!qC#2t~`iKIP_a$_( zDQVH``u%IGYn92rEdj)>+Aql}B*erA1Y@OPGc)-2Ksc6@<0`H8#Ha z7HW$<56^Rt`Ds6x7pZ&?xXa^t`!NRx1T**Bl>&CSrs%@=I=%eBIN}@J1O{c?wm5+x z5ZaP6B)~~EZ!vUK6;Qse!l zqO?+*iURL}JOTffl9jDx=DKV!om`-cz zlF&74Odf4s@{5o&tMURPyJD?=-6 z4d0e$W+*xzZ}ey2Qtsp?l4*=i-Q7FtPTIxK%V+4HPLuB6iCnS_r5r0isUaN_obB;S ze}B{*Wod9n(W~$9W+PHxvRJM?N@;+>zKULroGf7xNB#X5 z?}BUJ#iPPon%?7krrVH*h3NXLtw6eqT=rWt*7keUV%mXO+!K1KlBvRzvkNIJhNe{G?L+dh*z(ap=zh=1kx5abqn#f&_3qsJ zULE(u(jA1pL%W*qacgEEgyt7qrtl~;ep z%KQ<4OwaIS_i>=C2HpB&m~8l@OSAA* zbJU%@L_M$ZD;o4Tp*HxtE~lcLg#&>|iXbeUq^z6-()}8I_L066gFgq^ZX^mQC{a0w zl3mpFMb~O%qZH94EumFkq1nGyRCEGQN1WOrN}=IxOp36@pM(0slMMXRp{JjTRE{p_b$=wlKHdfm;x) zGoY6+u&9sGi%PM}Nr3Q!Bc+cpF2>PyOy30yo{QkzOcp_?$k)8E;h3;^|$UewaNUP?eq`k@gF)pa&S-g}Uy5?Msfe zq_M#XSOCA$v+${X-OsnI^};(dqGRt&+I@d#qOda~29NtaSLOBLJM#88-=b9ZPmyGX z#7osd(&(P#1%LL2mzX*D&+hY9FVIE=Fn%5i=@*8bk6g9rZ&mzhBE3s|+Ts>It3}YM zgK9$6m`G9_;5Zysd&2Ubcpr9FQ*@AYI!IfaXMWuf1xYE7x+Fj4Z?-NTUAmQ2@**lR z?|pU6ISg9ix$!yNN59DVxwIvcKdBhpHQaP_26S5Wo36mg$h6U^@*2K(gK;FpAwC=x zu(e=oqi@GiJ-x?GOoO3axA#H}YWpye%PVDVEt>kEcg1A6RA#8kPuSe!qT$`AZe~oU zX221_fC#Y77+S+IHx=`xE!Jf_D=|Yn$Y7qZQC%AWJ^rXqPm-0zY4p8K)PrQN6Zs=HAThF#aiK2z0$Oo%iUvT$mA8;UuOnT z(C{}f+TM8lYIiH|=o#Y}-`ZN7Mc>aCPs{rzst}#no5pFIN^_pja?`2e$}rPIismEB zzM}%s`MSDl6cctv^Y*Qeo<_LO%a##_G6cW#{kCm|Co+&~T{90NkUJIvOY3F*+VKz} zkO;fvC*I;pjeJ0GqE`=-SR&F!)Jza{sk1h}MxxoN!cda*8%9r!+|it^gYN?Zp0=87V7=xQfKJJ8d!Fj2%3Yko@?yw+H&@gRHi za&?r}a($+rs=%o^hsVho1JG4h%16faCQk^6V-iI*bEC*H%6q5Yl5mUD=vB`4xyM!~ z&taU=wRFM4+_vcX_l3!Z&zabaH}9~D;Eu+ZK(ZMmivJt3j@RXeUx;6H0O(y{m=HL- z$tQ8hVHCcmqZ4)IQgm>RoM|*z@Ls{U2Kt#c5vmZ2!^rVDqu*YBfl)a07^zsI^wHn? zXNA)b&yh$QHQ}*v8l7gOmgR6MYyVQz+B@bZ#a$}>KExkioRw7Va;_^>N=V?h3H#K5 z=6wA~%h|8<@tYI;a8);5q7}TOkJx&xZrZC#_BaY`n$K~*P~sw4g`xjcrG4>G+SiJZ zwK>mrdd*wUzDanP4Xvpmmja#gQ)%nTBhPWtsJgS+d+&eeSar1vt2dc}12Id*vuVXD z;YX#kTzNNLj=UNibX~A^n6U|-*_d#vS3iFt=bZW1waZHDDx+9d8pS8&X!%S6!gA~- z`kSbT*LDla2lmrm5#=H@eF%X8CG`Gu_sD!L0Ryo1b0%Y%ig+v7dG|w=K2YKDdH_7w zOhQZ)m`gg_-RMgQhv0q0b?9TLb+NHoX$y1!$WF*7GIo5iszZ&?G?ZUlkA!h3{E{?R zh6BuEDx|pR-?~*UBMhnfK6lP4I{-#6@!x}-5nj&Jye9-LpvKNF-4svS0~O^rE7%sa z0`e{u=M)rVJuYuy zMFaL>p!UK(8mr^95f}`?I5WSFvG`UE>XuNA^LS`3A&LS3y!kM94q#(C+VU6Q0PP@^ z2K*MB`&j16^uf?nVXDOiXCSngI@QLOkL5@r zjB|IYuCA^v{Hvy|24t6d19b3$=b;k}nPD0@R7RR&5q;Xik5aMY8Fj7xBy%o#jNy_n z($fwEIzq_QiUd|Wcj(Sm$$)OyPEB{iPT97@WkmFsd_EJ8tbXIgX{A;x$GLQZc-Ax%YhiWA%#`k2OH4ph- z=SG)`(#w2yr6IDp6>)9efs-z+@c-PRE?v(>JADP(6UZ;8FLt%hZ)yIz>Z1RDyXxM* zs%-kxHNC%m6j-{a#aFC`XU0NSWWr4afE9|4T%+t#$N%J{j3gm{u*2%Q3!YfQPj=QT#Pl2a3ccAOSg7W|6 zRYk*{jqMdn&9%#)YN)G;^X<&ysj=Dl(Wv#@3C;M~!OTl*TF|&It;V*|;-;sj&K=9C zKYLvbkLld357(Vy`XCcd$HRmugk?w0=ID+4B<(9e$ksJIJ)5Ayr)Rk=%gz6(Eca9w z;X>1MiCB9d|KHyIUxH^0RD|i5YRvC8IsPvAy<&rxZQB`Zw{94OPM5bkahD7Kw>sZ{ zlTJT+DfoPl>>sax{bzFR|N6;`phwu{9_>*>|4*`LpSNs=Oa!ffLrY6b+mj*mXHsuG zAZZ^Rvb|Sa*bbmBOYd#&a~1@ktVQ(|+UcUJ@Pw_kZk7Cfiu{k>11?6{D@^N-5X|TJ z_)^#B2j|mqfD=0gDghcsM)|Mrt*kNuI5G?(B>7V3<`9R6zI}TUOrR@T1os$e7?|JP zTQz9=H4gpO8>yELQ;!p$vpqUAK&26qO6i&T(xe zzw|P`BPzMM@eukI%K^>be|LZDwv*O!Ji~wMpQUtlXi#y<~0ncve|kE z22=@u-yqvl%`dT#%C3&82KZMk~BkabYVft8LJq#<|AR`RJ<=5RgFMfL-oDSs77+5txbB>@CGgfNLRe zcVSFNM~4;1_yDPmyZ~(o7R)|^LC>DW^|mHhxhMQrGiQZpE~mDo)y-P ziV!P6&xX-pmJ_M&*7G9Sx-|;tFHI*Fmv8L>Q@CL3VQisbad&F~_kn5#Oqp=_M#r{> z1Xyk9z?LWQ!}za0wSW8>*>lV?*^ah0{I(TJDk>#o;~$4ws#;n*H3x_D(Q$FvZgsI) zWKb!5eEfoQs>De9szvOoE%K~HRNI$Q8gJ3LTL}?_j|^Ex=P*2GW@h|k{oF99K~8(R4D2^=-gI)Qs;X9??BKfQz0~ky@k^Iu_(1A;imB^3p~}C8UF22P zl&wrNO}GcQj(;Q0@nN0@0tbQHl7_#%cAO|_8Jpq1&hc!MFPg4wf%fX3m3zYEt^uyE zi;m6Zb@TI^2*4NB*FO_+jZTt3HAP;Yc)ln!0QA+AJ8eXeR6$UVBFunXX$3aBy=j&h zDl{Drpy-$Hx9jWc%P%V%7NeE_-z+*2m}R0JTFo9@V&XdriENg!WTb}V#X$Q%^^})5 z*%LNHp%dBfLrp~=S*+WjrcSbvyc=(byio^MA6mn5O!!Yv5%kEje0Z~;P5B3M+Ja2CR#J)`exC2`kH+tAadl0{oD2{Xg}WA+@4zn4{2s~o?)JM{N3fqwn&%Y1A+Flq4Dy?& z)A`_Xj{h?%au&H%2P+}PWL~O47WpaLrVZJA66Wg@DX0hP35S%d1P?ZqEJkWa1g~Ez z@F4WFDV;#hAQ8B~v8OVz6k7RTjIvtDwx;Tb@K`cw-;T$h(0PShPrja-ID#=5p+Z%nT|{&Z|gIdWxV5Nz`H(oJlR@U1sqT+e4zu1b?^bz}s`Ua3SLNC5AWxc?F6mvjU&%G3CQ* z3IuzB=Je5X%YVi%O&`yo+5X+Wp`E zv<=-+h}|o>e~-f8kFHIx*LO2i-BHb4YZPjR1ZU>YlXu0IdD5h!NTp< z2ZSCECG9B?$SL|$Co!mwXfpxA^_ds4gG`Hh3{s|_uExK8*9_`gx^9h=&4C}F;8CDD z`MaUY|Mm9&+4}V{)aMn&fZ6hkx z;Q=S47}c02ln9t{Q@OBSfb`OrlA3P?C@9*L**~1j&CN}CjDPOri7q2MEO|uC`sPi3 zQIRZzc|uBNCItcT%N<51Az#)-t*{uOP!$W!_-^oN3urPC6b!}TBdRFoCUO!NfIk7T z`x~B|isY&$!5gm`{?H3I8ioNc?Z0l5#)cmvN(V2heO&F5*W50ZpK01VjMQ8L0sDu*1Ry622bm;pw&|qMK5sPfB{v%&x#IgY7F=J0x85D-*W_ru>&i6TqF# z*RV?+N9H|cI#)p9_zqmgz6}ke@@Z4;)_f|lU^BPlOdEG&kHhJ8&*%NEHi@o~=IH1+ zOTYNP@f4zeY4AOy8c0R}RP4J7Cgl{n!$Wc-iYDu0N*avptX#On$YR-(K$=$~-wolO zp;+%u7Aq%3lbfu=r+ml!Mf{_aZzh>3wZ(*Z@dH3XC)QN{9Ko%#+ai#on-6?9-2oXL zwPBrx%7N^G(~E2dFZO097Ex8$WuLAeBtXBE1_z0oe-Q;kU%@+Z6@=effc|@CeOsGw z+wJ7TC(ph6(|$`HQ_1b(aK&L~oOa7*W#motiB!Ls(6U5c2f*o1Ez+?6N6X{i*N4}T zZ;{pTrP3JmFs^V^!XI)8lxbB}Z0{?khq}8lv|T1xv7}g~_`p3*uAFdcOjLm7^^*xLD!A`@S)^l8v;6nYN`Idc z0nG3@d`7Ltk04^8>Z;%WtG4VNeMN_ih=`bJV`N0}jD+`FB&h&n*!uc#2H z>S{#?2R2Y6#YPhIn5l>ckS7CnyoGiUg{Y8=Rhtn>w@&M+P5Rj?Gw>1uArT3~?jWH( z=&C`Qh{Y&Cog^z_hY+ORqu(^2q#T4~YN$8{7Axw`Rspg9FrjT@hTQQrFeq@B^sMHL z5Rml0tKvK-*tN$LXL|?c#?T9#y?0F{uo};TM@R<254TLc65epT|IN_z6H*M|PkUjk zU#K#K9^_f@+0qHNzaRswvT;v1SIZPE6D>&=T|Pu^&nY1FDEBx*|k@7nlHL2M?QtF4TDjm zOwgqWo=e)zxJ|gBP^>sM77IQULPA>dbM@&2VH=P`;F@roj7FB8K<6%ttke@EbpK%r0sitjkS)Oi5FQgTUZbG2>0%!wOwG~Mb?6aj&~ z-0bY^p`CIVlWlEn2=c&yH@l>00d0DbH!6e)hLlMr$qnx1I3TqkIDyT1g%j16`0je? z9{2j9V(vg)wZ8*xF4sI-c!9row$fbGPu&kX_GU7}CJiD%Q(AsV_NugeR?olD=)ferDHB`Ik77h^i4nJ~;hQ@l^D!HW2 zJ}({6w566YBT-;CYWwyFDCp=U7irmWf+IjTkp-SBnUEprVlDsWI<~H+K6>&s)$Ul1 zKMhg}`7ko~O9X8|{iNTwL$NjZ1(~j=sBUx4@0K8gtLSdn%sF(dfbZHs-b)}3 zT6r*+%SPbp>A2YDubkKOmoKM{DL?JOm%n^De}h9aku{7MSrLLp#GxaQb8afVWwZ^cUMaC}JrWZnEIp;Y$lE9RFi+*8~`L#oo zhJKmCIbW4C<6Q3bks){@irD@!Um5}&O6qSxv)cCL(MaQ8-2ch)GdzU}S+Bfmj{J{i zhXx2=Ax6CvS*8?fd2pP-E>VWAJxQ{xb0Mwa-LSy4%S>IYvyh&;Tvdp+VC3=7`BUJ^WQ zi1WWG_vc;?GYMnQdOd%RIJ00!6M?nc{okW!!wC;=g`Tbsb+-Qws1sbqgrIu>GR1$m zegB(^%99Wd*vCPSHWvSrf$?8KB>(s`V4EL;Doi+!@V7t32gw)irMa>ajD|hCygnez zxmYpEwd)Q1NGLv=#qnjmUtp5nC~*UKh-7zG$g~N2!w;ZYvXU?8x^<)m%FmKrKz?)R z^7z+RICVwDbJsjXxAph8hWrNu9@mX0gFhM@dEIW$roa-^s6PjB zPW>-tW%@nEFVUhq9@xCS_%AkiOG`@?O-;-C#uk*#&CSsn^E8Hnzq|@}9@r@VfAA_a zK!A_@1u_VvMS@T>z$qgMjriE3l&x_1r`?(b*m=GtCeq4Z0wFnYc#$(xIIo-k%(*D} z7#VGR;$%zUp3C55@*j)}>p3pd@5zTrH%}J(YpG?w35Ej?{)deXq-Rdwqx!q||CfW3 z2Ka@B52Pc*|AX0}`#KkOI(;`YfR89pOj2-Os||w%GdcXYTneFR*|tKuuQNwBQTRbJ zyRp9hPDSPG+ZKR^f`r{a6YBce4_%N?Db2~u0Hv&74SOw$qwjf!16^oHD7#=91JLOL zR(br!vmXZ=Q6u?>;zAkH9R#r$3R4mIa+j9*Ux~08daE5B-YI%MZYn!?SRrD7uN#bd)e6O;&B*mXiQ0E)mo~TrK`}f(yr(n|D_My}c$8!>CB-iYL zBnQJ=r%4q(!Qu&t{K}@zSEwst=S4sJJ)VX~WW#<-Tk#%c_f@oZmt~^!dUu*c=H>;! z30KzyeX^pP6M;Iu;!}CAer$#ANjZvrGMHZWan}Ww$0qrtS&!5&D<|J<@8d0Jc3#f# zHx^?A#hSXh#83?aottt(U`rU~6>LT9L|SUv7q3_#EQxHlpf6fPdUqI1r>GZ6C@I}a zX_NxQlV87mqe;S>17QIJFERU)j)b+h^&K7A4f$u2jKsXZK0CX&R=XnHvpYKX;2*xy zzHC_rQ|eD{S`LU@8U^rrCwp!|0o}0f)4D5(h!;XJF)>x%_g+!;=%oC~hf735=49a1 zRR!qj+%AXdUG`9=U((*t^f&tnn3$NtaSHsG0rDxM0w}+{qYT@FLd{>^%=e+a{LTGO z)+m@LnS+`ZG*mxrd`4JwDG1kEsV zbN?!7cZvLWHYpc5LBbbvFqqR(*$Wii2X~rh#N1!OO%Xs)LTs62_y@PYKodvc_V?cS zzj6B`RqSI@4bklrU(fFX!g!Y6_SwdDz^LEDKb=Zx_~UO(J?^2-bGFe1K_L>4<*{S= z%(ccH7OJp2h=y{o=sep;Q0XJD?bad*eRuUpN(G{+9M3PvqsAvLCWPks0`>NlQwlLu zR1c$^Tgxi1N$B1{_ff8g7!`WvbW!N@{3nJqCvL{ps%aq|HquHE)#yR_U_MdW4tkHB z$Pa9&oe6I(eZ>e_0i@-N@`I%Ldv%EJUQ)2*mQylK|=NP<( zzR`6ci!mJyo>%1+C1nVQ_gSHS=smO9^Fy=7l7@Y5#WQe^O>;th;#ms4^)Fk@YFgkB z7sNL1l7|{B+H89kZ}iK!myi_gmYO{gY+ZrG1)1-3Sj20rrBsE@9cBZJtA2nIT4>K< zq7(o)*pdPmmyL)407)_nO~?jJ`n4Su?d&9IsqR;#-!DiZy!;O;;ambp-N?v@6}~PN z=|344VDB3a1bw6F=Z)gaIY}R|wo>2P`F&`HrAJNDJ1nQ^YIS?qoi- z_5v5nkKI7lwQA{;%gaj#@CdujXQlWQSQ!0=`md41!Iavjzdj%NWNb}%>vhd2!VpQD zTAI4p6veMh5|qHs9?n`9mRp$g`*Zf6nM8-CRXG`%4q;!v0xP#af^eRmy+V5U`Ml9h zj%{xV;=T*l$`RRyg_!0=#J))RCiG?S-nSbmzo0r_OQD+;`1-|?hK(1j-U0*YNc&v< zJBTT2qU_qxZD~4Ixv;MHqr|rkslTu(b6}hGdekPG6VzVA^cmjaSf9#;$n}I)k%lt9 zjgtp7e*f+r&URLJy{Tt5r2M9Kchrp)tRWY0E;Npf&jk(-#C`5Zi~kvH)!L z;`F?4&ji^pqq#5dwFC{=Rr5Jd43%-N-_dB?#!fRij)C}p*J8-T8>x%%8-ycvQV3RcQ17f=`o;=bf@WE;m;}d4so3HyaS*ow_ zA_|CcLr;J=HJ>ieuTmgZd&Sx#TNOIY+~DN+#Sf$z?6yrxdslDO%{}M|Af(01LI=iC zeBv#a1Gb{9i-YWKxB(0i0v%u8hY7=75zKB78x{#i_^H&eeUWWHQhe2)`SqVz-Kl1F zS4#gBHm7|@5-reh{)mswJgEEo*HklZ(F}Xtx4=*Ghw)OQ#Pt+kMgUb~y!fD9fEgQI zIL6Bu#c~Re!u@erXNxRUOjKME*xji#ZW$|5z0e1hvAF~xJDuT;RxeBm2nxdbQwUI} zb!rU7NCPM%wkwdO+JrlS>0RdCA&@!C_GZ`2QY1h%2SWPgvO|8->{wW2Pa1U{h-yn{ zD4{w|a!W?8@y%mAQy6jXec?Lp5-6xa*Vf8$X+foEV~pg>5p zc>u@T`oejCPZr(&D2ls$)2ofC@1_6XT4&MQKMy{%>^rj(TeUOv-}mhK0ySm_cxFfC zv--u1PBXQvq-a%xtv4+`%*WNe-mm8sN}I31+|EvzcN${6C(WP?;dF_7q%eHJgkGwe zot^#Rtg8~AS2l<>67Um#vBV5wLTXw5HM$3{^_n)If5q!%!)A;)t;Mn1}7r12+4WNop zHoN6j6p}52A1+iO<|g$2uIT?)`)vaOgl{3HEi88VBLI{UVqsz7I~Kwa)`%1dM*DMI zmVOMvfH8D(W$FO#fl&9y7nx)@PJ#w~tKM{4$aNpY_{m^8A#|}mmr_-Yt0zOLh}B6J zN_;cKJ7!HW31SmOfjTIMO30_}u>kEb$}P~*evwtGg(L)vsnEI@KPSf|@xHOs0)iV^ zwc7J}d-N4@0o=SpGFkV1F+5#S(3irnO?%+l?r=>DeTxDmN@#EztMOnm*J)+itt^od z3up@*;E-$i)Twy^z2`$8#d4!J?)1Snp1$y+?+RE*rfxyiu!=tNnzD5Wp(G^8<5js^!$)J1kaYi%9<4X+{mzW=!^`K#nO_Mu$n&XZ z@-Z;8JDg)i*30AG|Es55Ps%bGAKUoz!Y#^;hz#G$NC!%!FMpYwmhLRr8X6OpXDXA`O3Z(4f^We+D-RS)}s@92cV zaVoFTV~A}_?$!1Wu#n!I^FW1Zaa|q^z88q#9m#na_CMbPjhKVp^+Fq6wH zs?kd{H?_`gS?nhj0F zBTN#Db3HYin|N6{8`48;>#d(hf`Axua?cQxcUdv2pKP{qWu|&Bc(4Cuq2^Od*@Ih{ zwC7$$H8+@Ji>-Gp9|009)B%4q_+@(K{-uLXvqzm9^egvTAcsp^JBp;sAKBN3Ujvpj zZHm?cU#z!klXbHL>!FD_2`*RNc#wPPe|#~fAb`W$JB3UNp=HYn9>ntHW zkjH<*QC~3oEFUS%A&&=dal2f~%JBbXS#~uVESQ3VMZ%mg<*fkKC`Z=0-Wp0%IHU_* zdYURG1(%OA?Jo(X-%0}=1r)0>AvXyZ1JL$V{AX>?^m9xD3blhMU(08LU)%iO(kHLH zx94?f_m`sw1}>N(LRyy#2VT^RWgYFrE}X(Y(Rj03lk5+zvUHbS?r+a0khxvR5CBy# z$>odcWd5^T-&$sJ7j1>7-3Az!utNHmCrvY}zGVC^zg$kY6*B}vOf{Z2ZGN{_!FsXd zb$7WXM#{~@6Nra`5x9(xf<9Pg;0#1K3E|Yg5N-2>olmiCb5>WVNpdW+fBw{njyM!V zvrYFyKyE5~l%d-{o@#8iM0b}rmT>odq^AxQ7xtk6$`La^KTp5cUMHI#xr=k4T4oF( zvFR(8_1|JE{z|iUJj##UL&wAwDnB%k^L-On%k?5p%SNIuH7nE10g9@=xZJGxL<*As zt__F6BZC^hn4Is<8`k_-Hga|L>ch8z!m>iuK}{MTcu8S0K_5x+5Q#y7l^D_y-dKh? z1j4e3VNLs)%1{idk-+e3wUW?&YYbi ze5H9RcXS!5=olwA{9qwhgRt`POzim1d8|cy*LifwkXqpPld?UZP6>^U4hqboH|Z^FokC4E5sJg; zZCJ1NpWrf@$ zg!GRpH8`bzy57~HmPW?hG;82_;T7rblInl@dA42C^kLEV!`YTC3scL~JPhx{q1~L` zZd3HGAi^r&;$ppHApxhu!6M(g7=-4wpNI!+8u;+OI4$HgdkC-nOPgR?J}>~|tJy=o znfnI5?-xmL0$4!6Pw(4ZeX}da-N}3|B!uOKCqhddOEo{m@#(iE$m?ZzQ*(t##(kHR zt3Dm~P!}HQf#{A_3cO9uvL|TJ$>JYBNH{NkzAsI3T5j@}`zVhvDR<_a{)IOgY1&v1 za-z^h>dos3{vna6yTb|ZN4Q_lDd{6BkM;~xpG*!8+iHhul=VYA50ee~F>ZN(7k*nJ z1f(3pFIjQ)-Dlm3Am|YR?mtO?T#fR%LEaxhNYfb0Ss#K#fv=>-fco}X8H{_#(HGL@2A?`4sc(u1s!!6&ubo_$lKhhH|Rvre@Os?+kmXP!?C)Z49QK?lWwp z-GZBds%8oO%x?AUq=eDC6zlwca`6 z&yH2k76*_ltN5gz(eDp~-@So7AUKC7d89_!}cDr z+iRt$8{PsACv1Uc%Hb5PpN%8GbFXi*5@rh?f1St)xr%HE0Z69BO3Qu*{~Du8XRi4) zwsB@L5ANj`-FpoKj6PPS(VL-<#{Tyyabu=gD~x6Thp@Mfs;X`Gg#qaf32Bf}y1PR< zBo|$RgmiazgM@Sn(!J;o5$W#k&P8)3?~ZSuv)^ZY|1t)S#d6O3zOG-!(1E>V$W296 zCf;N_g0FX-&UGZ0S_%f~^7KDFkph807(Kj+RXmS=qWzY_b^NBTHu$W-2fx_h`8q;8 zaOwn#j|!Do>GcPczP%`6DYORgHIp<=8_Y;2NICf_9@oWF4 z)ji^ky?|BT_^zX=oIdT`4<8~oyNdKYz8BjpCOBGd|H$=ij>Q?p5J?lik+kl;v1DY2 zzEqVXbM}j&b3Y&P77AinT&IfS2m8qt^A+1%r?o~muga!l=B2fs<2aLVm|+mNbR?=7 zTbY&_sy~o?XRkm7TTIf?DpP?VBXn38mG4RN!MsRu1@R%fC~C&|FNPnHx+NH*KA)lA z1CpKmGN1QM--on%Lvc=MkNd046YKSC&X6=+InJx(5#@GVU|Ahx>!G}FGs>R*FvzVH~JxU5=1+Mi2$Y~H*_+IiGWW zQl)eNz0j3TlicMUBbj}g+rf4n(+s25wd=x&TcHVzhHP4_gNGu^%IGh(hQ5vu*$D^W zs~Hg4GCOigP+arI8I`1stG5D4cA8YqX(O zirZHkW7e+j7Ne5h@bEpZ6Hvsr@XU-MQ^qJG>Fh%*b2l!7i(30bqf*0nI3mTp$vv`p zMX>MIS^CiD!QUsW^3;@NH_ARy|MQ$ER=hm2xzj%!mgj3Yo-Y&a)cDY@uv%MnRF9ZI z&}wwD0s5dA1ibG8)7Er}RX&a*Nx{9jD9h zL|$diefNBL67EHOjQXvhXpHe^L+t%aD2L2?Msgh^8ztYBIYPXcsxM}=tytqsirxQq zb^v}z{)~u-MgN>CrS^X5{W1_?WeJ0x$l2n0s)6^BMHImpmF8}aLx^roMz|$h6n%3r zL;7uioY+xLkUHa$0~~ZDK7%_JB0oYtZcDfhp#I!D-j<;|azizXM{b0}*&|aF+ur5L zdW)v1QFlJxFl+rpe&xRwA`JK<1!u|FzP9;9wS?S%+-QsMJ)a`C&z2er; z)TpL^He9!~Ij4hjE84Y^`?ZC6>8E#T!#L&QprBjd2xicc^A3pT9k2HA8)~urR~Epv zYis_hwT@G1d`1dBV!jqZL|vQW0LB=uO~@%wm$K~vZ$cP1eU4z2HY#u_uV$ma6thae zUo;>+@J4@`d1mqBbNs>Rb&zLPe9VA(hLo_wQZAd%rc2eKU0ZqMuEr3@_(o-lt?SA4 zrLATWz7bzFPzUijqSZn(cJb!Zy-#iFBGcc)Q%>+xu#VT!0+mtxd(6{wuGnn16AFjn z%@iEGSP@0BRVX%82C?SWtZ+PwwN~`nY8_b-CG~*h367->*d>LZL$&m?rH@O z(0K5qV8|H?ko_DOYWjCK>Fe1=MG7OI{-B`!mi|j z!8v6ywfTA-(Q|}n!Qw2(W zpk3d^l&X)Mh)0&)t_w=Y`bAI#I9+-3>IlZK@;&dT#TDs;EdiZ|Z@EI=_a92XgwkO} zE=Fu(_rMKT>$Qx*_8cSuRbjoUP+2ZpACew})vfk=$``N8?D;Fp&vd9^fJDpCK6W3| znM}<&)l8Ff>d(~k*Ge3^M2B=qvgAgbTwKb1Av9Jt7C(IO@uSJDBtM`%JZ`rPXYE)C zZAtSIX!yp(1+yuPl=amkZg@4F*Jn5bgZ9KQ_i9v0&mW*VQwneuV5BoGz>eRXuHW-# zD#KebDuyw|H&|TljhksSDuj5Fl}aq=7i}U`oC5xD+Q(Oc)Ck`p1K&p2`?veI5%d*^ zvb_#@9gF8ghrnqydhVBaQ?sIY9;@*JoK?V&Qh#r9)83kVLp^dYD+8y?XnKI^ZVyf8 zGh4i$O@cd|DOMD@!A3`E$R}NflB0@C4crrubiHL4qesS_X-L}Qb2p=qi*-WPZ>-nb zav8f;vgtQxtkTF}B5mm%9%c^EOf~E$%gR)BW97CQkZJ;Mitf3(i|~UX(G|f!Jm~Wp z0yds+I~&oq^0#d7bu$3Gd|J|y5`5c8w`6J@w;juO@Ik5xk5O9!2=90L&ZU+IxC`l1 z;!+W+iHJO(1aiDuht55<8|{ofs8cKc)Bb}E>%UW)hm@CEj1>l@+avl4;&mc!Ml5UZ zVWkouOcbJAAMU!Q{2Txp=%n?!OOiAFe)}(Hr3&<&2=jLZ;iX)TOOe49m{8)K&eaW_ za-ibGnzx)7+XHeyx)wz$aUGFfzN4z147_6tz7_Yu7WF2!xV7#kbB6$5xrUVRFD@t^ z=DWbeYmWWKz->J^2W2iwCXbAtaOZ_$e%~L@^L}f0GSK9SDgf-WB*H#ptGuthVK8_f ztTqLaR=@5Kw*9=lLL&xBSA3)Hwh#Xx+4Fh#CCve)`R>w(KatD(L1QT$Gy2(HlS@8$ zetAGeTZ1U6q}d5=`eYuHM(QZvYAEt!ZB8X!qr>imAM(T{-><`khz&nGFn;tk+V_NH z*>{4-#b&kM2F8q&BM0iA{8#(F=}9J*_J*|iSVin>30Yxn4PCY@e8XG+47F0<8b?wQ zk&uvJC)3@}@BSh+*%7MVDeZTm70W)t6L>}n5ql+BngNH*-@NL*R}MdY)(iVzcWEQ3 zkg->wa1<@6=Mif_>5r8*PlPDPxS3ziHUqY02r*t{V$lN|oTPRO`ZKE^pU)?J#Cg-fT2GM8!++1Xz~5%jXZa69axNdxxYT_ z5z9t|M0VI8Uzvg(J;X&uU@0QFoA&L2{@nv?jrt?lUOLQAqG`d?jQsvdwpqLWiXMD4 z#<=)WyjjA<1AtI`V=5eZfOc_#~(??0mk@3->*1TJfpy{*mhaY_P-+Xd6T$B$R}NG>haN z`Xi-Z7DBk1Ee}%c0ttz4h#m{_U3xq@hO%au(kJ-qt?^>~TH}3GSfzF#$Hj{DT-;CX zJm^vevo|}YW@Ik`CGRjpaX?zFdwG$>Pk;;N>u0O2ttT>tmlHKn8kKC|C$NXi&7Ck^ zfKl#>Txm4lqB8OP&G*o0`cf7nsP!&9m2&r^ishKqE4B;)4E!{x0G1E2W$B zMWEqe%DNi@!}XqcL%c={bi$&6I+jGET>|jnmTMZd zi>3gDu^%VClZH5gE`ki%2}Uc|ngNy3&ZBgdg7vrIahplvKYnZAzDvgY9j2%rmY2Xr zbH?|_OHHcNoIu{|rOz*@O)?+u)^l_toAY%CJEsYKLGMOK&}9Iwc8f6P!*vH>KMJ8A zv3~^gFlyQ@cVP1@1X|=WP_-C!&uNKfrT%b@A640Er5O?xprQH)L@LG))EmLS6|a5^ zXitlSl|ZI$0NHI0m@6zDqeVj1j>fERe$`V}rQ`j{gR8&Bnk zA!V+f_FXp(WKUKT{hjnSXMJ6txlUTOc$04n4dviW4con&PGZt8IryuhzZ@OGWt*tr z;M>|ia>8Y~FW(l7(OkTiPgCiOXZL>53I1k}D_ep|b2>zI)^GBqWpq37aE|d!$L|nt z`=pS2(nF*AK-yDW-5zs+4D9gMtDy!^tSAxVGBtY<@y$$rZa zxcmjQT)ZH)eJC7`rM(_$U#et!4*5Q5!DH%5Yz&G&FmKI1{Mf@IRwAnrTFD|Gabc?S z0qhA~XnJ3K`Tet+R%`459S|#S&18zZGu}SE_{-+&CCT$$Tg2~_Y=wFRx{pPU`~gX2 zAqyTQ`lqxm_Vr0EsHIFK7r%Nwd;juK;^my0R(1J|GZ;5XVkuR0`Xc?{TI6Q5#A4Eq zx}An`a$mIu2lfZ)N_4=Bbps8T$90Xx6O!y%_Q2lnu$$>h`YHi}J;Win%&9b^WIaJ* zR{J!83Et#xLoXT?&x`hLL{mJ2cnI_~H}cY4-lA#vihRGi^ST0eJSkwoouzM|H{l{w zp2u$8#lH2eL+h(FN$znV*S?t0`GXtCT=&sXA;V5N0`{Y2aNb zRq6;nj^26NQS+??Fy$+JoAYsKmj$40fHI?n1jDo3v9%q)0-#){-(to);V0{ZnbR&< zI|6)AR$BpWS$ zpR>gAsjO1_4O6;CzU=olxSe#n*0}=I=oMt@2-1~jZ?{t7-F`c5)>tOl@_96wQRgpL zV_)c^U;gCHfjjm&@d*-8idAw}bAUg5X~;NqLbx5s5~^Se_~MkA>V~3tk^efb`>c~1 zw=>MKf7SdMg!KO+T>k}off2(b8Ens^wf3u+UOgJ>q%L~K*zi;gM*&-dcnx7aNdZtn zNJOb$PpvVls^rjjQ4w&*Y4d@I9eO!qaK1XNk#tsvAGmvp7=XLD41&fs zt#FA4%SgVMqUhqw8$w-T-kXxCwBIg&U3A*KU4=S)fqS6!G`?!FDLMpdvTmWn#yeYW z{f1udb{d{ja$9pT+&F=TGJI*Sv{C3==K(*IoscH_YyY|9`}dy}D#3*mOFo}zrc+Gt zv@}Vjnb?5c1$YS+2I)$cnwH!&Ih8#Wb19A1TWj2?)$y5QMFMxUBEB*gUX**Hmg;ILG6;4~ze6P1n{`4# zT{^YDbK&l;P_*)B;n3BfI(BCF5fP3($HJ3fb?GF4nFT?$owh%KqW$t!pWeUgu$NTK zM&RD`cUxlKJB9b?AYciOOUZ8h}7;8VwU6J&*Nh zqaXexd++}Io14ZeSMXK}U9dAK z=lY+rqg-)!T+a|xQkb%RpPL9HbM$-tiGv;g?t0zt7kNyCjjs16FZ#LC>@X-}IBmM4 zyd^~vD*HZp<8Ut_RH0Q%Q|w`rh2WEXOHilG2;)t>(;r96&8@jiFW^dU)MflG3kB=n za5nz}W2A{;RZs(lDVj5W@R0M5f7v$_erMcU@`fVO1nX^N5XjJfh^olpFY7?DjHrv& z21oX!(>Kc1n4_&aRKaD7qRgKzb@`cdh2b&^ja0q8_%w_?NDL-u#5~FhbjCHvEr&X? zRjPP6U*@h)lH8_OR^a2&P|nDojPMy+$j(bh81-yI%j7My<7If^n=HZAL~f4m!L)SI zO=q9!_Jo!gTD(@d?jQH9{vMhuEjW`|#+j&CjQ%vGh@?AWPy3X8nIo%e1e!~GnM$IV z9H5^Fe}-$5nn-mdLs#C9#JBxfvvI}*aqx)ZX5e<_zMN72t}-7>_G30at6MeooS+^C#0@42Mu=TQjG(yG!7TR-he&O}(;*Yi6z^bQHmFl{jZ+v7SStH3&k3_VIah>U9xsz5&Ev!>I@$+4 zY*{*$c-CQ?fuvV;4n$EGyrY2aYdYf9PV$CM%3@XjV0s#R{^3m;k}~65FXllm;E`&^ zJ`pdzOO!sdpPUh=D4!jDvy*bh6b#4CoEu-)}$EQiAK$4*Oza}(vJ=n+R zWc1}55(mbfAP`j$DX8K?MJ&F%0-!`S)lI;4>VW1^+;NxBwGtj5F?<8wXgp7HW~cX& zPt7yGi>!c~wilerT^x+Oq^_=Td#NqU&B)0>XPP$sJ*kX))Wp8VbqEp@u|K!kp+gd` zIr3DSFK{lsCGm1_0r)%yFrW{n)H!LP;i!1rK5KsdhB^IML5-!R`7R^pONuZEDuNo(x3|IM_T?ISNPEzp`;_=kFTo3H#uS$5a? z1-&epK`ZYW8=4#ZdX7OE_0fkrJ?>~^D{n%BP5UU@h#o&1Q0}izY=X_tLnXN%o3JX+ zUPlCkXPc_^x+>B)8;D%}uq>vm(EZk#&%45W>vG=>D;5g}c}h0CFlyW*E~C z-mQy`h4b%7pN$_{pzZ1lV~`K6D@pvX|D6AXXtD93DU7L4+IXordPeR)s{U-W90EkH z+jMPI=rJM%wqtb<9^I42)%|1qQrJE(s7YS%r*F)f@KRw}A zva?vv#*FQcBPG9^BlLjpjyhfK+eLC!`Zu?*_W$O-aQ%VtC+W=f!(i@B8;jeSp|hvq zGK#{E&2&&)%m1tm>uj z6c%v*j-md~zf0_uR2#dM{`MWQ6E|X!`!vSE{FasAd7-1GVL1;#An9Hjwz;p{OtcV zzWobwWsDTD9MWK}NBO5A@1KC#|H*sCJpz+p*;YsB1dM3TG{so%D(KJY)ap0a?e@&N z%?FIXhcj*o@tV@hpE3x?uC5JQvF%8XC>g z1AbOb|Ggh-^TWLV6qN%gTqgnZ`D=Q0ISIOjFAT+6A4H5}^B6XOCRdGj`@3qf>*>lB zkdvtbm|Vp6Y5x4rkNE$7oro~;l)w`u9iQkG;D-Xc0Jc>Em}dL<_YE>FPWxg25|l@G z1wbHNC>_9-IDH3XR=jF5%^H_wc8?ecrz%M5NB^pg54oP^);~ZNsjmgfAn`AfaLb|T z*J{a0bsm%&KA&v~?XIY4Xm~zqwfOys=t&G^L%CP|w0L5+(p=J}HuEPOWWgK!ebKot z97*wp1__HEuLI&2G89Y?%jbL`0q8nelfHkCdv14D52M0^O@Q(Tpx+dat36R*>M0=e ztvj_k^W-@!tDV{aEUlA?IqKo%#*`cG0I9E>&Sh;50_Ixgh6J}z8y!M2DN!Y zng=&5w3*xS^WNEdF3eFec>z)V900w1FjG#Xkj}*zu0vT8DsBiIKWd*pivrjxYKq#% zKfjsM95+?()!V=n#R0?hhZtkz-3Mf)z;Hvlwcr9CCH%Nyu=JNqy2^jtfbVK%pzOppZnFY@IL*LNDVPD(+d@ZdWkdWxqizTJ3p^;nyv&#Qk@`SJN z<`3vx1({2n^~@Sig8|A?kGqqm=PY|kA-L_+LN5o#LW?yVW7fIIWf&}yJAkF_2jM8@ z0Gj6#A?oDYevWx zA6Y6K=ilQ_d6MMr8p-+AzqVYXIvK%BV&pr9_K1;IU0YG?BRNDijiQn!6C^6i$|Bs$ zPKjx^k=*mrALGbhUi%TsBt%FIRSgU(X_PK6F7`@FD<~OsAJ1cb$O1r4al)yIm zwh^wM%SCGz)HKY@juNw#O!!^ZX2}hwXSkIcm@_@LcE`O^A-0)3DC)ts(7pVLB2l75_flH#W2kH#pOsI@<_E z8Ed}S%O5)4eCPtnF{uuf6E$6(Zxg;^)}UuQkTIq|@mPcH`+kEsxTbIIB~l=9v&X%M564H?U`f1+qk;>(v9pSM`d5q zQE`c@shi96^>1n}0{C~6>eKcEwF`K+|P*F8k8*9~_yt}5Siu26}fpj0_YMW)1{h|K!(XaaPI#MCG{xobC%_R z>yIIk1A@}(fNTaB{jM*ae$cQ9XhFMQMSk-g6z5OvuvAOnqBiZU=YNW(1idqZ&T2&1 z>#-LWkx){Ti)-8+!({^?@HF|4a&_5Dyt6ab3!#xvIi>0eVkS zc;nMPC{2-@aDOPMX^45Qy7JVi=ORk3%+jk)Yv-T|l`APxPh$!JjyQOXyz$J4J=vbL zWW`>w0B29gIK9=(xNFPfmlU7=pfxmc1l1Q8>-~PCP+m&oc{&qVvn||-GgVvFanRe6 z@&$b9-^j`1`DfBs?_3s+Wz*aEeR3)dZosBjaIwlpu~<%XgD)m>y%*Bn>fiK7^QW;2 zO70J8s)EWgY@~i&afU?pAP2g^4W0YW%F#YZ>lhtl9|K%K?#Fg$2Z5zoRxz&V3PF{2nS&uBTQ z+-v_l+#~DvDs#A#Z{~_{oY-sE`Z$2~mDfZOaVy4Kh^X)YKx-29TC&q9X$46**9v+O z^T6g}XUbyTJQaV(o9LD+B;2RtbjYNC0$Rp*%b`pyLN4~Y&Ot!$FW&L6eEPPl5Uxb{ zO9`wyVhv#Ktp z!)1HBy}x#Sk^w=GCD%6V9Nzx>(*)Lk?sdGF+t_!vnA;AM;W!$hXJk~@DD7_Id?)C^ z(ItlC(nnFAd5GDlvXOb$>S+U9!&B|vldz|Gl97LJ{H1%DAg`(1v#0|Sp0+(l0`j{( zxM)g$(vc{6c!7ibm+#B-cUzDikWcsdzEZ39riG9^sNT1(nhb<)*bPq6W zo7Rw2V6t>^*{%q{v?tOiq_|YUP8~en^%jg&l+$h-~$9Q zuN>OXyX4=Xg{2!kOR?RrDtATY&;n77-+ob2;It>G;C^R=r!_;wBz;yibQ2-#VK!|k z*(-Ld++)2C@w_Ra8YMbGF0UC$W%2QuCiF00BEaQr&1o~i51y&9(=#xT0sv|`VXw!6 z^|UjG1MZR2v~ebDf$pWfH~1g-g*qbfX^cb%4%mb(7#WwPGDC@#_%(d6F{af?qS2hy zEE;jkK59v}cRzn$G5s>uyq>^vobxQ-Ew<6WfSg3jIV`n*r&oN^d6Q$>%hw(KTwToH zCdV&3bn{tUl5zUvOc>(P^zrV;lv}5gw!C$U!v3)%T1xb^ngRAL|HNfovLpB@J|;5p zIc757c5kja-(xl3_9Go#o~k0Rq?Xg;#Sn8~yYKicDiPP;zYhTW8?3wJ2PbjG9tU(1 zWf<=h_FH(apA`MAG7f9UX}OKJeY(FkT1MnQ_I;mqG321^=-&j?>1Cs2 zI(q^7X2o;)g7YXJrSpfq*-A1-z2@&bquG^Gocse%)4>B#9t0z8q_Mf^G}`-oYuuyj z()p3;yA)}=s+H^jJ0o!IkRf0@zUK>EsHF!PQRi@~v+f47mNJdOoi5n%n0$+M$1PR#(CQiyjjBi931dkHf(=_E zx>G;I>%Fac?%K)ZS@CeX@S?;x5m!(^14hyTR9fmF*Wwd0B27;dBK2gzl~+c#|yqqYg{<1Co-xFi5B;3_vhuqqKAH76YF5 zNgG6;oj6j#b=8|&T~iZhp?HYd=N#o=p`IS_49X>i4t4+oAV^8fPL<91K#h}k5NmGS z8r<1=9#8zkFt`;2TbDRM>iL%g2Lt8JYtxnKt$-(nl`F-c&`VBik(V&Fv>H1|5*0hwSX3qAI{<<=5VIMm2y5`QX) zj(FmiZ@b{fD5wyBTt|%J#~tTc`iWiru|0`+^I zj~Pw`rgekpzvt)1q+9T9a?;9u1STRber*Q%_iv<#ww9C>mIcs&LD3;PqZ{s}zlp}u17Iu{fHba#4Owp2B!3;S^4VwtcibY&?p68!RRt!%y*vQ4PbsLXk$EdiUNW|>` z1_>MQT=YYi7z|K`)I}-iIccT&)0wQRQFVm+V z8N@ob#{oWF^nN2v$fr}R3Li3rmenj2&Xxro53~7+vQk|Ky5$~rbvJeBYv-u6xbpe#E*9UA*$T6c;A#d(H=Rwh)a(jVAeJ&ESi%qJ0Z%_PQy;g7O zht$d2*s$m|Due^~$rRiuW5D?qv6HRhitRrl?uliH@Y@uc;Ff=hGk4%pk92JGbc`oU z))wbLqzN5Qdel_aKV?7OdBtc9V5y!Ix%7hvF)sCU&K^2b)EK}1_Zv2< z-wZ%~mXU}@!KP2jkQq48>j{Xl_=N`7cmfc&$o+1ya9bai+epLM;<2l%enFjr0c*l{ zLo7Xf%&gldOA?H1z_#F_5|) zW&|7<|2_6XMgOX0%i|AS{*wyo=^ksaUPQ#PNG*o_jFg-#LN&1s@YQV#tl`UJAk@wZ zQF&t{F=CA$S8zf{YCA~G^2H)m=?{Kp+lV_`T2-ak0n0WFo&d6E*+Wh71-xE?d4ke22-PDdL@NX(K_cmGc6OMW=KNLE)^&E-R5|yO#81=u!l@{c0MopNzG(f-qNu#@Q*V2m zO&Cd7q(5J)bABJ^3cc|7Z<7*-f#Of2VDd!tZw$H3PwL+nO9LtGoilh+U0R>?42|(M zZG2CeA~ce}+q7M4NNGJkLpr$M-|`IZH3*CSu({_iMc>1(ZXxl;zkdfJ>@>#1dk?A# z3--Z5QQk{59EOcVuM+Zm4#4l=5scZZ9gpqA#sQp5J5@O@fO82Jv-L_qarC_fGv3o# zC>+m~qq!^5W+sXXyEL?XNeH?=q{F749k4Djx8LRwPIfxHDf0`sMI8cx!eF2=DlW>l zu$WI%X5BWj+Q@>1Yftr2>U_8ZRv9%8ysxbKXteqVWED0oZUA{r zHCm+Sz23dFw!h;Z`N@|wGPL$$cL#z_y!3j{kFL__dw1mMGAM4Q|CR0K15B#Z*8R0M z&coX~&wSn;>kwqCfvPVE8Gukp9I;)lEC{RRO0nlw2YbIqYt&KuC;ondcPj}a&2or> z2AwKkZphro_)`)D>$>QZ6s?kzY>p!m({rZn7ko;LwRI~*iH zQ#JB2he4Y0hrf<%PdulKRs1i2GZ~&2>Ys?-Ng8SQjD zKlBH+ie~I>Mdwdp+5r2qm9M;mJr;JOezg4$|Cg=G%K`cp%`YhUl=2a8j*T!2i5_cc z|7p8s`yYh$RQ&((Lf`J?$I?OEoByQld9DZJPi-(Uxc$xGRh10<(ud7SyNqk3!-D+&)(=P&_5Yft1F$L^BLLQIlG+QCg=rKT2DGpJK zr6DLCY@FXi~B!GCK!*eeCVs{-9;d&v^=q)5ZjZZg%mSvL#mcHH%*4QJqp;#C` zT|RyoE(aut9i8R83~1fm(dur21AwNhky9yXRq;Jk$>ejl@?)xQA#||)F2$j_|(to$t@?!|f#8)ZL1>oD} zUFZ?1HwpWkBS*I#Az3b3K%wzpqu=jLXTwho;JcZfAETD~3{vjVir9ev0Gg|^d&Om3 z@}-Y8kxKw-ix5T4+`LC=YKnboOH;|9+c?I6cRq*e$Ks7@NyDNz$A^PcfA-Lyf$>}J z_RYt%$-TRbte!Sb28VT>PC5Z@lii;fcy;8(FTg9(V8&VLk1=ZSnre;Z$>RXPlMzwD zk8Y#Jq;H&!<-cmuUifzcP%~3{R5_&!+!^mg*rtmnNmd@M~tdN$3x zcA#cILu1UX4|qq?y-p!$HKSSHJn0st>WYm>Pw;M@9gJK+4a;a&s45F^rXc z^W7|Ryu^EQiE0s729AqfS_YHc=v2g*kg(uzc6#)xPuP~wK7A3mW~3k$8Ja;^rTl=h zzfeiLr*kr;QOl|8TY1mkzodLf)qzOmO*xq5%HSc-;=Wg#Rpvj~tcDdvt7vbiVDLU# zJb%rp?s_2_+Gk53BswT|7)pUv!K0!UJmZytZOb30D2iN_U0b16(15wVIDp*Blmg4+ zkD$JF1XMPShur0lEsiZ=;UL{)`~e_Bn#YH>f9SxV?umrKA0z|nR5SpYUum>g52-2{Xcpx`O2tpqc^v&)!$s!TseJ>0tbZDT%X3{#fG zibcpoAo^vkkJsvl{u1-lI%k%C%vX^uKT!EYC#UuY%H%&=XW1$D{AyiXKQu=JtxZ`` zukPIgOUUs>4C`T&4aLIKS3NmS!ODEVzrM;$j;QOp>}(l`s$0hn4UGaJ7lEn-O06=d z?Y*5YeR?+deL9*WH5x4jHh5a-w;mb+5z=fk><|=+$L(_$7+3mlIK!aON(|oO!a;-? z!24>|`+k*>gb=%j{LyT;CE_GlWt=~5`L&DYzo_X`5(c^>d4OX~M|gD#K9X{njH;-G?RGi*oop3t9CgD+!CU|E7nRPHNbPJX3qt9su+`2)@UQ zU^ALSUc-bth=k8cq^gGUr=sy0h6e1pS6+E5G+TnPk&FshpfaV)dWWTslhEIk^{=&2 zB2`!nImUtv$7sx+y?gjhuJGY`|S@_6ZkHUmdqt!optGw!D{#hHZrxk(WT?~ z4U!^C%rCk*`cwot5FKzjkx22~T1B&(jSK(u2>0d@=Q5UXrq(dNlvD0WR8GYr(Cj&5IHev zJ$tu_Tv_wS(#rD|lx-{G^*qdktjye)@LOhmSo$LC*oF?2uSl>cIISOGBI6a|o+5DR z8S4BwqBGCpWebiaJItu%4L_qvFq8`Y$5dxyZ*0X%u=xmh-)e?OB9lA{G$AO?ZqY?4 zo9{>wwD9N0nDov2-8nW20gKM|_9f;oMa4_^r&du6h9j}tcr{5@&N z0xH%Adab#gd)XLc3lp7zsSWSJg+nVUs)1o^RLES09&D}2cXLo=9VriiTMg?PeeWB( zh-b&b0>CNjKhZUI1GHdf8I|n``B4;JU1Q&stugQrE>IY3jH2GuQ2U$?CEsy#vqHCs=IPGW(f9Z& zk>!68;s0WP$=_jNQfeeDamu^>%Ul+Klt}VwF5`d0x*oDTl3Hh?3Ngo4+L%`;up>|k zk${1gukNA5FS9h#B&XRlkZsenm5rYNdRfKRzOyn*2YN5pIXuB4AM zsoJ>~Q;vYh5{>P1!#XA4C+ptOP|#wXKEBk6kd?W{i6T6B49W-1EUK6mHgFOW`EyK7 za}P~}4r#vvvi6{QGbC(sKUa=WRk(sxH)-I&zOPj7=I<3Rtd5*4f3y=|_B$8D4sGH6 zw4mP-tN^MH+S^3X^_+icCK(kWz;y7iqIXM!83CUvoBMZCOlKNB-(ldsI?o+`w-{1i=C_&cN--RtBA zLc0GDeTd>3H2@g`f*@?0fez~LoP;w7Oh3r0q;aDg-8+noGRpIFS3{`Z;$`%xyjywN zBQhR0$hPl)=LAg2C3GtuhvjBA+f64Dd^8Vk{MrokkWXfJbfC6x<*o+j+H~CQdPfDh z6t@uWSZ4Q%ZYJNn;B_!;H_km>oRZ-_@-7fNq!#qSyLEu-tfXXTRfL>NoJWD`xc8Lg zR5?oLGy0A(a5#C_>#gqmWNP&6_tXPR1Y1ehCAT&mSH11qoK$YEo~8zkOe}|Q5(D;J zB9;^QK}KzVXI3EK+-?8`Wp^C;ssV@QuY)eb)oPW|n_NJM)s;-!%nwMo-qbz+mw62ZjRo#M&1=*DGOwu& z6p+$ruO-9<>pj~MqQ`FC-fqU?Jb#KImU+daNbGyDEXUVg?OWu=^9oS*-bdZ>l{)v0 zKpV`#WKnF5m_spkwNq3I0h3kC@j@^SfktJSL>Wat>{i`-sb5>nW!mCoHp>-Xt?PH| zaeYbwH<}TQ`+1bX56~9wjoL0qKvvD7tW>SUKWKVxP6U@Itt=N1ck8|72q<$7lkO4n z^<3tn9iDAPQT+dGYI~v(Vh_RgrCaS0zUwK~S1N8s9ns@?$#HZX06PQw2k0mlo=0MG z3J!lVEB9#2@oXe#%^vfX(N%RuS7kc;OD_(gkn0M?9I^ERfz1{#r761-zTnMwZC>q)@QMSq5bPgb&)S_jl1J-}Z3xPe5GyotI+Msqr!AuQ@KTdwW{G9`$ngVO@{kAQ zq`XY+`fyh1+FpE}00$Yl zLdK31x-)!OQwSHDbv0gh4%^z;m&z`yZ2H34HmA0A$4QU>E#vyX#%2*p@-Z)59;`ZS zk~E6Wmd96DoSFSmzj$otmTU@>9%AB&hW|%*#4^iyB$^49+>k-#qpVsSc|?0&p#A2v z2;h7=N0)DTwCPbMdp5Lu1`HRfW_#6Po%iR8qASOP+ksB~X8XKlg|YIeC=GshK+IfP zZ!;htpzyPsnP`?$@s;XngQDUW9P3ufe)RINE6a8|n~5bd@4rW*)02B4a(=G-2+m1Y zG1&yOTTFs&`}7JEu2Fs!SNe9lZgzu<9c*z#%N2_JWwR&HR{Qjri*RR>@m0-44U$@4 zoo?Uu-7}}0ttIV6cnrR{lF3lB(k0#A`uPOn*Yv1=R#Cxbl9_X(efrGt zqz8hFg8h(v?bnCVn$i}B!qn);)N;gDYtC>W2%G{toY{awli{xsLv9Ph&hk?(UPD4TH1eHNbOd_g_z`kU{H?l&PZaK<2mU=&Nd#yDiI zn01cwOtHzj)31A;ErYuJDJk)EG#oa% z*|E;HY(4nB=ZDkLvBSj3CC+~WxEiCpf1?F0xrUJ{sq}bNvng#A%%4lKF&U)+iLwpj zhg0U3i-6#+jSpou{_?$B=b)&&ahJc_XO5UT*keKoGzQY63pBHZN^MH*R=RRR7Q-1 z|L^(R1SJ2RMWRHR2aN)H=7fv9kK80DQcj5w;^*gw(^A#cJ~D0_Vg&jjmDWYIRcZ@h z5q4AA1FHOH0^f|Rhr}tw9BN?OG;QNK;+xeae=xlML)V%UXy=`$Vz4yE7*ZXHYQ?K> zue(p6x3(A8Dvkl;CD4AsVkn&XTsM*LVYz= zEI+vp4d+VrlgaGEuiK9F4_|E@aGL4LWpBCeiO;)B9x#L3vg2@VGuJ{eQ6ex68nV9! zUHS~@+8l8}el<$Fq~%AsAueHdV*@KA=VaN0=3KVQq!(R<3nbR8(I+8GRb*f5c*>w; zR7rMX6X*J|6JB_~c=?QUSWVsv;7T(WxKN}-R(@weuits|mmEe6D|Fxs`d3;_c59kt z@5~@x)#+#S{22rCTDJC1f%LjaZMc8E44JBMKR{jpL75)OpMlT6P$d7OJ0*)O-{KSy zeOVqLP@>_DQM{G}yopQIMs37n98Snq*3HBbqW1Sv+HdmQ#6Z~}`t}E_RfMUYH>pZwQW@~jUSKI=K0gNDr z5u0V^L>XNFBmQ(7(rZw_aXUiF5QJs^ho7tdh^; zgwhP-fnWsk1Bce_7DupmY~F~t;@Xhk`!MM$OIUm3oxrNd|H=a3Wx_fO3MNDBS8bLD z5`CX&u2?c^`#!|=xeLLsXY#vpl`CG*um=H|oI1x`^Y(mE>h32@M9cY7z^ zrr;m_-cpFmNfr4Ss~511f{*SRfGL1LuBioAU_diLX|vfMO@}lp>2Kb9NiQ!D2v;c$ zcgaE^6+i$dh96c|olvd=rYr5*!!Prl3(I}6=QsJxtqX)S>|o@(3uW%@+&uGrRGs(- zEoJztTTk|i-$_|mKEWgxALky3$09URK}wtvIR9b|FRcM^xrJ%Jn_nY}Byed~ybr>&QJz-&Q%bP|M~y7k2v+o`U3qLazv=%fXp=l6l~4K@C;a-975gAFdS zGk!ppxOcN?s|hlxK}k$v0HxN{I(459x@0Wn)9dkmAy1l}n!wAqw)psQszVRw{EL;= zJMY%=!IDYpH}|S$X{%y0_92U6k6PP>WHV#FT-Md_{Ou>Me{rY&4`**37G<0FjVmA_ z4bt5LLzgsyfTxVS8_w)UPB|L!+)Dov=ZIXuzZN&i zY70Um8+PRMS#zFc+v>v0MobOoJ3}k2iWw2Mx)DHhiWtQ6IV#CK;+m`I^NRl_zvDSn zBlcDjP6<$T?w|`8%?^iOd`smGWys7ktxVw5XR$eQ$=5t9jkJM z;+%~vd~Z;z&q*fV*kG;u9+cU!j#HTtbNw*!`X{UYn%pg4OLwVdg@jmnUJx(De9cAb znJZ8=rVx{;*S-bvNQjo6-->U8=LOp$Kk>;mux>UnISL2IuQv5*MA9 z>TR+`_PuA0KEt!#PgY=gYgp0_J;T-D@w%9v%VR_MgR}I01oHw}qpiMHxGV`ve~$h& zfE>&>z6LH)ju|A-EWz(iH`j(-NkOH`w9`|Ktt;sX+&k*Ow9gwX9t z%V{~k=sTZukfY`Y6fnTWohdG*^n=@B@s&2kMGL8TD6b7Ih~{b54=sS+aBBOil3nI6 zJY{@LWuzd+OkGqTomlltTGEM`bER5ZieytmjWI=L81bUH7kn@>XHoBB)}h-qfU2kV ze-woU&X-2M*o0=Zd`6GMTypILVG&=TH4wdI4_blVUY6*Ft9l{crK??F=hjv5|k*ILZ_e!XXU zG1Rrg)lqW!Andg4ko8x5?lq!a6Q^eYqOg8+s|f7*hazxhqx?LhaTxwFuGD_oS)CCg zhMN@M_l;;*9KTSc=rAYqjqeoN&Xo$|6;-2UN`rZE?FL)9l0Osjk9VytSm#u~TJD@s=r&MYJ3GA|p3Yh* zqqpEfZ=zMrP-)-atB^AdWuIU=NI>Cr5s5#+-Mdetj~9k zuWO-=--w;b0&EG1nW@Xz)o>zyclH+@b(+dsPKsz}F$H1mliRw_&VG!0>*MhKB%XS1 z0?%vj2O>r8dl7t>6L*e**2wzoT4t(lY5p*CG^C8A!HcUZ*ft5@8RkgUy(OKJnn z2;GzZHyXFOkAqb-rkMcl*!I9~dW7_x&m7V9yogpjp!VqY#olTb{eWiihFcr>QmhMi zn>1(F82a*%P6bJh#ZKdlho2&&LO>j@hKc%Ga#B+MZ-+>dHafflgj*Dv2_gDYn1k19 zGqz;`%9rV@^`$_q(G@3Q%drBC*ZxVXF=^Hks2pk`@7=vC3+&ncf)~Mr#ERO?e2Jy| zN|2-Gv%biL(lu%6hSan6(zTF#Pvu3LpMF*q{{6*dgpsE1`}@Rx3lTwRF_(=<9|h;H z?1 zRIdx`>hD`2N>vm1-6A)dDM6wSx&fZo2mueWeS91Kl8+RxjI?@h^@;fLL_ML~wYUPE z;<**(!)0IFi4oM#O@4YlqP_l`RMFU-=N4n?M7)LQL{ zd*2ACZDVVzy;el)-gWnVp{iLE*gfWn$6FsCWifg0^W1LR2exBQZ-#l1k*6=bn6uuP zDSJLYba8vFBH@(G9VykucGa{Sz|dEcsBSQoTwqox6Ki?du;Fq+LS3+LudwXojTVY~ zD^?`XzZENvS26A^Ou2)|EBt~u!D z?PZeyDY3-kCm-+m#}QP!G7q_;e({mI2V%r_7U0Gl{-q<+ejlb+3t4mO__Q7)o&5&B z`>JC|+xBwj?zktwN2*8ROZ*&{4dN5OHGTcuOvT-u2E$T3q{Vq4U0h_YTdJ^WB!Q9J zcI4NG`vlP%C2^wqOivUbEkdOA1Bn$QsTYQ))h>OeaS%=71XW@F?J(f-K{>X- zdJieyHFo{zko81J-{sXt5b@m{hoiwUhO>WBu*?rUY1%c|7_geAn`DE~%1U$luCQ@2 zJz(9MvMhE|7jW+1^t~r3bQ_f^)YY0DChHBc57b%1$(JHvn)oOABKIHi#SG!~iJP~4 z7u_}9g8e$@rn_;wt$E6N4LKGr=glKd>V40pobQdQKcIM0%uI66DfSzNsC1qIl{Xg-3r?Uk7YDtv}w5sZ$W6CuGic z|I)LWgCgXpE~3@M&heste$-V|e>?2no96C`#$U5$`XvbT;+b-VEB_ZCAN{}%AY#oK zD{&M9>WlUF?Hx=K(Yu~jLkF*X>myWFL4vlPI#qXGTE4F?BWf3pcWI>QTU*E!Sr0GF zOTq-|Z8B-Y`tsi^8$U4tszoqU;wue4loC~U&^qpGk+}yu8q?u;S1LWuF$u)C_778v zZx)GK3<_?Ajq0XA*a#2bov2|7txR=ZiH)}cEcb>!PBtqog>{h@gO?#(jpeVt6&aI^ zQh0N45GBEwN~#<$GQIxRjEKH>mn?#5C&le(R1?EHFuI~@m1B0BO3byyP1kVyQQXc@ zLH}2hIn1cg>ZMVA%Zr$m^B|U)8r{I2+J8tKS6Q_89P(Kp_|3Ih6c!k_Tt?|EYwK-n zfB&|>@>G!Wxb1j&?Ath1Hamssgy3+j3wFAFjMnqEbYB+XM`EA7k!;zjOBo)@?2|DTybJS{&nFfQ%t@v<^ocsP$@)KYbx3!L6K7 zW>N43!#~uY(HM8>jF^Uhz3|eD=g^6}42vZGi-Ppue%JF4Qtt@X94QF-*7OCRG0j&oF; z&Jzo5>)y41sTXS_dcsC zeglSB!%4Oc&w;q9a4r0~>c4Dge|FS)hI6aTqda+D;TR;9qnNT*Q2z5(2qAEeb4jRM ziK(`oO9g7}VdG%O^&x*nvHd6NH^9@`YQqj>LgXFZ`s9E($lmvLF+V4@`M>LlzDrBU zO^@H5m9ae8t$w)y)!Jpa3Ata3E3}ylVGk0;XK(y2g#GB8Kou?dbAg_eS^GklQo_9} zUDK<{^S&g1tlG&oEZ8Tn~@xBKtzb>aP-G`G+Ks=FWVq(f{q|qg! z54z{`5uMT9yKwH7_w-MaN30v0@xuTS8ZlSyFfzV?;NW1jG7w}De9N;{);1=00jpIN zut|}-FAvjhwk98~q`L2X6SSThXz|BH-uN7{EcZ35qgn$c#>wN6><$Ce z$T!w;x_{Bb`R6H7!3{Q|cMBAepGI%peLkn8D3rhHyPr=zF2lh_~4&kV+O<2Y>7Ce(?g8ehfH)DFOzAxYN!|f`>$!Z+2;ERCiC$I*7K-0XdRA zFMlM)-ntbH`IG2>Z)vxDKG|*I4We7^Mk9VHl*mgF3u+J&hu_Y*VTmC(e zg^V^3dA$8y;Z48`&G7-L=^pmAtWnFg&1k*5P|Q&N9K@O;i{s`CDu=Q@gid$&`ebar zMZ)6)dwS6^4@I5$pWmjs=lx2;k(renO*rWc-cVCbR7MfkpB;XE>ar#phf3+f1U$E5 zGTDx;Gn@|fGgBmcZR2trucTi;`eiVNuj>8S!eYmuQ9Wz(yYn3LyMkg14GFYN(84bZ z2~d9FMm(yy^R2sZ?!8)5X+!#FoXgXw`#qcDQLkS8+9Xsqq~uEXlvw)yZX$06X4^_k zoPz?|$!bsfHa6Y?RTb%>sRwnsKkelCrt&rjlV_{sL+_+z>j?hj1R#i{wzowTj9IP( zrMK2*;6^TOjPBpMKEG@W2Cmh5Z$Wa?1^QA%+ykL=25b88Kpg_fk(9Sf(}u2$)2DlY zH=ISN_{aye*K%itK~@y@ScL|~Y_+Yy3lO>mSjKb^RL^sSN_@9R2e z>j_w(J(9vf0JZEhp)h&>Kea>I1aI8l#K^ zui(d9iBr|pP(ADU7z+qG!X`!uH=IhwTd%=)b`CZgitGGJzcxYYQ&|jWEAwzukf!n* z#f$8<&m-9mJ=z^U9YcV(q5ch9mVy?FO1HVkdNNox88PfkF&?PvVj?51g7TywAn{7g z0RKniS2n@xtm<`HZK^<(+TSgaOTJW(;lBLj=YenEm244EBcmiY*qSKEK8Qj=?>vk| z5n>Hz^IiTq#yVc8BUj>g4~dbuX^FK&ITn;Cd6#{*UK#LDiW?Ej&;}5)r#8sAh;58tY5n3y1sYR1>lo3_hi zus-|S!!RD5QOA3`464EuSjqiNPmk&spb4nN5-Ge%`5YlZ0DN~k+kyyVozkYJUb`Lk z3DtjZiQy%LifujrsP`aoYiarkHH`#N2qNm{uEM1r5d=~CsAS0I_FiD0te@h1Oa>>@ z4Ly_)8=%OnbU(2%Bf@Glsj40OCWA%}5))P^lHM6QK~#dYHe{(U1H+7I!+e_lgAv5- z(V-3VR{n{(PCEKgukOnORNVg zgX|}%SEZ>o#FwwZPEXttNN$7KIJe|dc>r4|8erQDy%)2pS@}<$C#)2LqF2)XXbd>ve5}2(ECdbHU}4 zte}oYcz{SAMEkh_Q+_9CM-A15A}Xd3oZAmMrsc4SD%I**z0(l)RS)=b_dleW#!ms) z#_82pp4tMV@hGz{;!2jnE*A}>c6J96tB7B&r8@ z&)YRg7yd|JXzvIqHzk-&S6O#=V;U^2A)qp^FX0QdlN%EFyI4OoF0b9)2?P!TV&0~% zf>xOh5zW@G%<=8)`sDtui#9+FjtJCtp-gEgo|!T5P*qb?`_3aUyVMiUl>~s(rXp6adP71N;Y`%WE-(-PFLI7#!+ja6wY~dX6VQb9X2!3)fJl%5a0J#bS3e1 z6nQ&9Yvx&?ZN`bbcP&?EUbV$A zvpVjxSG4g9(}J&>->_eR+mAXzYA2a9}w>akO`tVx11weZ}X;Bh|$Kk*wA9yV08~d zgwLfH>^i7G`oJa#5K|`He)JmSg_hwt5Fi(h)B+n2WahjZkgZu#yYVRq0c6}Lej8<%Vedx*lTtZGKu&e}gzDoJXkc}yjhMyj$m)LV`8 zEDLKzx&j~TqqQH&xctniG@|F!9C+npvu!nU(qF@kQA4 z?e}H6t-`CcWE{HGb*JPXrH&S8vL~KS1~`#zu%xJM%^AU0U8tYw1)jFzliJdcH4yR1 z>%qkS(9V5NFZ~wf%rzq=pmT-!!s6-Kh+T_RULp4XGKzw)`{7#Qi!7*zWAT zB^AfQBl|z-)HJnan0D_GyqpfFkrGas8rW&4$aVWzuOnOjl~LI4qTy-z46L6l0Khdd zQfzk~qhLNguiF8YMmlf>5-?mK#*_vry_jo!%EU7n^xKj*XG)w?Vz+#fV9MURu5+(@ zRvrn-32lpSR}6oCIRm0sD}My}D-t72*3cSH7cp^O$wh_&qrm6gU0oRH9maysXisK0 zT|~+8))!k8ys5el@2Dpu44$DKz(FcUq3)E?0=1{WOURC<P%|my0BgUyJnWhCqJj$gWI;gB$hw zVd%l*FCVlz%Gs1JR++dHE1<-5F z0Gj_*53(4B8)s#$l6`A=w&1eJCp0v^50L5OoEU=j$_W?T@4BUUU!VQ1i#ciwpu-C; zS!g@Q_FsL_SY80RK}BC~{!J2TaC?_NAfDw&>OAYQL9@d-1ImR5&3LP{_>Z~04DZ%p zFj5lZS|PHIcAWzJ%NVxx^OCFP6#kE|9Ix^0A=s+{N+{VB4yAGpILg7|)GTC$24p z`f+c^O0jj{Cj22uOw!w!*iZglR-NHgqDarQ&|4Q7QA7iLlpaF&+ey@uC@3gmi5@^u znt6$t-#s?`U?~GZjiZQ5HsrvH! zhd8=OP?td38ED=Y8n~0O2A&15h4cKgbEn*m%zLEd#VTLu%%F&k8x^)>Ay~fwLhGhAcIiD~l zwd%%Tdv_;g#-eaSwBhjTMojsw#qRCH_4K#C?GJJ|oBj~F<@Rh}5S!IP({!Ag+-ZpE z_iW(qlyP(=r=QxHi6J8C26u7^L%x-41wLic3c2$*goOP@(tY)=^-GnNE3ds-1_?&Y z&W~shznfA&6n;VN8%&_4n-Ttjm+kwjz((&QW2uq5cb}&(LsT##uzZ(k zY00Sfn_av;Cj&)1MMridJa>eFfx+t&=d_KDJiVK#%KX}Q=)G!WZ7D#5< zom!BK=tAb|zuPuD&dL>1aasB-NDjR_jE+}Uopd{KkXy`SKg2-(Lb1DBn(T++2WhC* zh|P=C>)LR!wqpY$;i314gT+WyGj4dan!X?} z-A6n;m*k&iv{5DR-?vts&7a*pImNSmiWnxH#=_)Ll*(DShmNc<6$vd{)Y$~OS|?4F zJy;uQz^;~<$H6aI=su*q92~%l2ybrVCq>|NcYa~eO&@c#+75B^E)~7^Fq~_K$xyE) zG5eK1Sno{|;yOBSXJ&S!vM#ikf|D$XPI1khk{UIOPS`6+)H8~)B-&A!AkRbHw>S6>5VBxFOPl4$(Yu7VcID=zCQ86NgP%*RIiy|a)^_%a$K;UWa_{%FAd0 z43vR$T;yH%yVh!CW-d+J+;QQeR!)xCLDqGRM8Uvx z^(tF+pxl%%7 zqaVK6}t*`?t=yZ!fqi|wPsMyNU1|iptbwptEH*3$Q)N7ud;pP``p@t}O zym<>E6Qc9Fy=T?@WlM8kLv5)b;4JoLZ3_|uL8lFh{MH$2au1=#`b%5Mm z`{Z;g0arMgxnr2ZF?hU>VA5^3hU)dIKCn2XTw-jImdWQfz{;fM8(DM@w>1qlI!zKN z%k5b7+lB5}%lr7a$Cx1X9JGbdp#A%n-Z$7gH#@)G5c=|NW4_eSeOo}!M zl9H{8(%GLnCZNV06`Wq=#=2okY5CU?aZqa^=gt zmy7;(GBetw0*j|42hxE8`#%RWVWdL=ZRrzL(>9`T9elU62FBe-EZu{j#jYxaxRh>U z73#vy6RoZUmhL{>ER4xOJH#qY9MP=04)&^MwS5Xb7MX#ogzf^oT{iVVaFE4JY@)oX zqjh<>s-b0m?o+AQk`bR(Gas>8+dxhbokq%j;Xc3oxK{*jUlYT{c4Xk>R}U`J4niw7 zU#m;Q)P3|N3c{9$Y?kuvLX@&yZ9Gr~2GQ$Do`5%>+P~bPas;-YIr`Dh^R_xCzZ7t5 z(POil_ll-I%Ctq<^++@JyEjF2AmuuMdV|m#S=fnr%?#B9@{Qteh z|1mqk=HK+5o>r!SE>Fn$*{v6Zd<0piiRcVRw+f1~b6FC1czyHt?_E0<%mtH!U5mW{ z#7|Bm7y0EnJ_3G7)c;Yn5^bt8k~{Y`pq) zFtlol{m2Gj^doreJ-DbeL&>uQb1C=o~$zj>&DT zdOEa~&i?2N-Q5#er_G+(h?*)^Tb{EMdK}D^$o2Fxe({yUe5LLK+_WPTv6-p{X(7@C zy11*VQdn2Lzk9J0yn0p)m98P|>RdpgViz|*hZhTV#r^K?3s*AEgJep#uVs&{M7pEN zj3-^pkDTCqx6j`3sO2;$U+@jCc1YIe84ANH_N%w13{ zu`}?smCeE3L%*fg$GBuQmPth>AFms#p?=MnP~0E+`Iqp&J}-~bXY`4ylv#s8^$b~w~N`) z_e)p9trB0L%ovGm7fW7xdJy|T7jxDja}h@`GxDZXQ;af478wZlf=<*4TDM3(Jt!|}m)yD^Vp*@*Oty~njv;YVz#ZlkmL z2Nrq#gZ*Zv)OWfUm&GybzfU;mAS}xw)v94o%t2Rczn1H$Im$XGkcFBpH#!h#l-x@* zi{}m2E58UaeA=KjB2Wy>HJd-?T02xUQ8>iTxw+29(|Cd+H*#(U08`%XyEjS=I1VW9dxDKocRQ5CuT(G=`p>#|1C^&Yx<`u$r4e# zEelp^BuA+Fo@2XsfH>(B|0T5P2Zt?~8M2pj{iF@j#4H}f?)@iJBEEKb>wDYpP+w*D z9G?H2Km>KTEHWoqMfWBOu=gP^>0a-7`9(3IE-7?Qz11f_hQONycCTREu*U}-gRr%G zuur2L$kg8s9`Sra zB{6B$wy8dbw@Jl7cpPY3@tFK-O~+R0r~CZ3z0rnWjbbh%>tavH_l!^P4J$Y;C$1)X>_PB)Jea9PsIB|H5=x22sfLezdA~;999%%0&Z@5 z6j+~Uz@bm2D~Kgkiy%WNB5~tT3^^;ZeBdkAE{}SE&O+U+JIs*OPM)&^+bq`xYVE@= z-yiPRrSt4+$E7i8ulo9YlLeqza%DiYmxZcBbG0UiiCt=ZdU8BY*9hY6ui2UV(jW1x zto#ZZGU)hBqAfipUnRZOyT*oPS=RtNh^scVx}1s{Kd#$K)O*MkLUGX>9&T(zgX}K` zUMrI5>JjDY1%+66V3&}F!BL*qVfWN#NzkK)?UU1i@VkN$_Vq;>`Z?9DIHH+z_f)ta5`-Hqa!D<{!?|CpuL8p8Xr_~%D*p?Cu?D0s}s z>>u|MF)+iazTvB;?uVP1%Vr(B!-`37cyd1E6qjI?dKg`XyA+bv9#2`u=-AXSF~74& z1|~r~;`Riohv4FRDAtEH2lPS1dE=G-k@CMUoWKTWc#2P2_d?>*EHRR49{tW5@Q9*N zl@N7i@@QIK1O{?x7#WSVDM1+;+ovxa>LOFfo<*hF$N+ zIHUpWsuKO!c5p?niLwr$p$*pQ{p@6J%^od`sv$rxp$ANgAf0DP=V~AJvAVI!-l5X%;ih*z z*b5t0C8}U?ze`TWOIMys8s7OJG_?1OIUK!bGiSPps~DDGj(>P;eAMCVc8sp%POQ&^ z_*OWmp9eSLIiSo|n9dP{M3Y2S!<>#V&N}wyiuX$vRI-W_$BI{mBP>TxkKN}k^nKCz zKVg%SO5%zfxqG}lZKIr&KzDtevbt~C(cU%Ph&s?=fy?VQPPD0=s&iBDkqYaxinTPi^h;c9A>vG^_ZCh4R&l4rsdmmQS9Psl zea2X%UnG^DuB34DKkYS_7@kz8T(Zb}=!q!_yd#Hoh}!|;JJOUzLj6|p(Sjepp7WAT z<)}uS-fHbH=jkk24dSL!f=IH2D{v-M@;a%TbMn^%R%7eCA~zBzHT^3G`?*Sfwi?L0#^^Y}eHuP3|OVb?vwYnyD`f*mq=R@20mfmxFBL1Jc} z$rhA+Vdr&#Y(nAiAj39k?NAG~@BMN8uBYv|T?s6r!xxmP;)1#G{lw2FAfn!i#T&~+ zaOQn0;siL~4q~jL7HewrBICAL^YBx!{I0HU#2F5aLbJUg%AWguWx8H$E!O0U_0c6m z`4|#vIeoMOo^-Bkh>}_`Dt=ZZvq|5iCrJnO!=ubYdPb*MF;|{0bJ!Ak60~|t!dt05 zM=QKS-WOBMntJqnNwUSd-k|=b6Te%#d*tBpiH<;S<}pvIFWOzDL;a^Wlmz7sCQhv0CU^e`+_g*)NYqxK4|t@~ zD9iYk&)BdTXoy>Qp569kQf5FEzMk% zwmGxh0F#G}HcR_f-)Jgz84*aZp3|s$&2wt6(}ndmG2Dcbz=^_(Td(4E@tZw;yTPX< zS#nB-?@K^j4)g7%JNy(HPHcL@hnX)A=hFrNdQSFkOCVJC1Da@ek1KK-eS=6s{LF_F z_u0eLGoZ`J`58s&-j`Kjcq;C+Q(yu+qxVhtXw0gynFy51P)AJ)-#5NM(;zh-<~sh}D1PPOa!wZ33lV3~KG(}<=91XgJ=kDBjP{R%ws!U{ zDpXkh?crgvpPu&UY&k|X0+Z6G9f>UDBgA=8;0|)o-1TvFX_r9ocqR;DxWI&GYqsVB zdr?A4ag5A;;)Cl!J84;5Pe6>fzNGa)P)1`TvrDCX_F4pmU4#1eB<+=S5|h;kXUARQ zfyG>c&YwK?y|)a4*ImY;V%6FPPRn8KUaqs=H&-!Wi{m(Ylqe9|8Q1D%qIC?Wj)*|8 z6w5qaD9-?}Z!`)Ss)2VpupD$^Te|>%etB#N_njZ0HQU;;USADUKs<-s!e;g7dC#xH z@4}3lo{-MrY@F^b(cHMc7A2*hba~#o@$Sm0!C*b-3=X}ym`n3I+}k#rjV;4c78Jxc zLbM981bkhixR6~;+5-4TPea^wHcgta!<*V5R2kL7yeIDMs^9SS`FVnyCvf!?&VQ%m zlgLRJEBm88c4U&Bb*1Lt{RlO|zNl*Z5TfwRm9Ap<^-_(2=3Z-Lm^0QGX^+2?ztOK` zVTbc}MWurUSLqGL{uoU{XoyibVs1a&C6jtqaN4RI@wVGst^u0h@|CKIaA}-AA-qe* z?$6Nj|14@$w7bwY^5oiwD=53K1P8lJAu+C`Mx`&unKyf7BAD8cCgww-J8p^nxJ{5cqVFrTfD4+_iIysUYE)tC=x=v^(+7 z24EkpQvn|bq#0O@>|~K?I7UkbhBusjrINb{(o3;W5AqX!zJS6VNM|{kg1VHk(t7zm zwpW{UJ{oK43}>jwFoevwGbx1L<0k*$qGL!)<-7wL$IbrFeQQ)SP$96iaTQ6G6=D6O z&bjDS11~0R)ANcEWR16ePRE~kMssfVWK+ylU%#CiVcfM{z*kaJcsnJ{7o9sy{OqPh zZ-`h>e9z;lM0LtdW0!cbJN)&s0(+*c*1Y!|wmGv<+EG1o!HAnnx5seIS$6ofLc&47 zJEhj&EU+_t?}%hO&x09cB}UcXNzvr$990`hstg5CE?6=QQElF_cQsVr&(a_6+VJ{) z*Hc2QGVVn;Xq)Ti!d!%21@s_VGJ-TDj9T+Y6F~_0LZx5VUeT%bN?KbATLZ+4;xI)~$eDnC2-Qes6i@qyik9W%T)Im@zn$pc^#5wPE zU`=Cqp+R@>3Hx%G1ckQAWvgos?5UaAw5mY>)3}w$0$*J*gKg;C+i|=lAvo0a7k|db zGLQa8OQDW3cR~&jv98V-9S}IlxE2&=P8jfhhSQ+>UtN`RU`_}OX#2t3vFk*BvGL~k zvcTu7J!-72>UI1Uu@O@b3UUv`yN`i^E+L}dms%Bse({^_-#XEUjSg+n&Ub0~W}MMB zRC9j_;Bv&39gOVKJvUjVkzFJW7?#Vh9MGOA&;8!}l6Mw!u&0x=Hh9D&B$arp%KG=0WLPQs{#iR%(MUQL^4Vih}V@@0jVKm3`_gZY8-8_`QZCx(iw zTgq*;HIPvBhrjP6=W1_|oZaUhFdpZLS(FbCkdr~gRBJN?7?MhHYxft~iE^|E>JbqTwV9Kd8I7{J_i45)FN=OSvuv-Xx^dSaI?~oIZQROFgDt~J zS^DC|>~^vJpK}OXUYWMmH%uN~mKjhci(Pc4=ovvJiBoI3KCR{wiAI3hLF-^EW!1%N zye7f>8&eEfzV-OgMvPGEz){^+$7eE3#zT%r;t3~fS}6iIynNASLOSBjc$=jTauEw( zyxT0tU>$IBOS8jg!&Fg$&WB>P z)glP4NZ}l^x5B}+hP1>D-r^(Vk-*7!URj~){0-ZcMOVde7jVtWteQaGVIoM9YW*XyheVC?1b66O& z+FZ2utEwdm150VIiR`88+m=rl8S8@R#afwj0X$eqiFS-I?RWXB3O0B%6mL{O0+fsdrbI7pi&yS>^tPX)xUM{HseeXKmi#_o zmBKMjt*QvmmUaN0#kA^2R^z@icQ5~BwEduq9Fh=ylg}yPQpL$i{sg*Q~y}#s2z} z=%P6%?`1OMQH7Vg7(Q$$WdU01`$xLy=swM|hTz1lz)dL(MBD_2kpdHx9d<%nORZi9 zHa`b3Yb>H&1(%oc-~iTxiPo39Uig2XfpUcVRr^Xc;|3%dOFbG8>x&>zr#SPcZn z`}%ncFK$fRrIjeQw2ae%E{$1NQ@GG?z4$AGmO0lUhltsf%YDsX0a~S(FvNrb!L^%0 zJuhrS08onm4j3?VApv)7tCqPZ=|(g(uc}Zp{_p}gPPzd}q}vupONAvQ9j!!NLnYz3 zjVI!B_!E>qf-XBV2(2c;eMk#*qIF-_??eU{JDLt4p}Wm`cK&~A-~P`t*01R+Ex`64 z=LTVPqsblV0^_%$A?$p7V*g~T6({uqdca=%qy1}0K+k=9cMoqeXs#ZL3myW&SCZe* z&;>mWz~k$c90{^I?ZR;ZQFb8Cb>fWX^?dt}KhK>1Q*<_E%1X%*;ygR*`L+K+&2Iu+ z61bbaLMF}2qvrZ+&tHR^szz4=z!ny8BGSFhZ`F7@>hOOq=1-03&-7nw&R@AA{tUbL z+y_-bJ`$}s@!tyvNhIEu1Cwl_4F*7#78>!^w*6}y`d>TWZhlQ3;xFX7{`Hl=KE?d6 zSC}~fw4GR?UhMl%_w`RdBkFqnyhX3WA{p+#5eI-$?tRUe>ohU zGE&r~=ctvu1b?5O|F0Khm`=}aRk8634Y(7L;2{>wqd2)i9r z$D_RW|Lve6-wrCW*$Ul%IjDZJU{DEb-P9lbzuv=t%!_j$@Dt8`$`1Z@#{K_Hhrcgz zLy$r!Q-GmY&zAgOPKGNf@Dr}2w4wi3-}lFK{-4Fe{S7~oZp^PppGfh)97eC(hk@7E z06OY{!KtyodRjRJm{hifkeOA2i6#jfJ<(mGs*hPPI^9N*TcLFAYx3_znparfbUl* zAxXCex+8<~sHAg8(Y3(aD+^VxyuI5aSPbxf=*B}K@_!te^k}KgX z`YQ8)+)?%NnwDF8N^|;P()s)&|EpmpObc60@7TMf`b-PHJ~+^CYZ%N-)X$LUM}n5 zd^wpd5vOb4H8QXYOdQwPx@9S>KeIIg-UF}j#a4M;szMtL^b}E-?9oQ&O~->yh60Xm zO)PC@6T7!yRt~cKl%}3c0mz2w%gs7X58+JgmAtuRWn62F*LP#B0oehVPP)|2F@;|F z-7iIxMV#IptV-Sp;}*eiG zyoLkB)VdrxWkSXL_E~zwuTCp0hND40-{Td9v3l1kcefJPkq(iB!t_fnc#Hy+bopc& z?v2+?ozZU*IC&Q1)oY8D**+UI+c;4+Q8_KgRyE{(non#)gi->ES-@7n}}Kwd7icQ>zq2af^t6|9 zJY;eE{S)L{wwDsPT*fRoYZsaVJ%W4Lq6GB5#O7=xjtb5 zL9NE*@J6ptNznv_GK$KM=Nb!aJD~E|_WY4&a3s)h)IJqeSZVx$UZ!C1d~N(hQRkrl zkwboA)kXo757kW1H|&Je%lN%%xFTE=$vy1?h|S`e!9UgE&nZRk=p?O9)Pmf&a(0}Y zK5jWnyIN|Ti3mNHUzL_rxD28j@dB=t9sE3P2Vi$;K?l7;PsoUqiWBd{;CPPe)p34oT(pb_G+T-@mG$s znqjTpP$XYR*McpyxSp)mT^WA-kW|{yUEAI9S z{*j1%^Tff;8{;W=QiBueuW9HN9BI}$b4mrD<8L2;UpbM!wW3gzk0@Bu*9&dUiH551 zbT_lMLRVAb4I`0^5RL7`I`Wx$8*G@H-#U3@p9?nZ1mj)KtFa{G_&HIDQLpK23?%=5 zoW1!w)c^Z8+=>+Byl^=*4Wye;KX7XBIBp?ffya(RfX}#7puGt0sKs#>mXH}iM ze9OteBoo`n{E=B4%f3p0WYWD}ks`9ijX7$$u0HAa|>LtSLRExFJQ!8%`6?VRek}aP2Q897B>Z$mtqOk3M z=;hv|mDmU^^Y`wt+oqydghgW1@^T6k##?I6qZd#^JHFk@_;1~$PnwAPwTP}F@_4X@ zN1YIS<*B&41$+<{b?U-mPKKCWySBNkrm-ZeaPQN})^|s5EXkTlXXG$SeeC`eutLY> zR7%$Ewg%2tKh{Qh{krWBg6u7Bkq*moE>*YCUt)hvb#nY5Q`+R8zc5H&T^u&qD%rFa znEN8P8%Yd(@LPk_=9H4PQ60@#qg&IeHV6DA^S<7wheDOhM*=F38e6viu^XtCb=SHQ zTlKRi)8X19iG;)cq_e1x`%0)3Fl0Vbm!$3z$vWllEm|r*isq)hvCo(tdQN< zW)Pz=@~XBP(T}>(qMyRLaf?29Gr)E&nD+8fh+lqQO|cJg%{((uYIvcPjo=FJT27&T zG~SO79H_Q!7m(~49o?myKt;MV0MwEG#e z5kBjI+>s5F7nQ0vl^Qd7LKn5l00&xY6odV9URC&J^W2K;;=r~lCHyj`+kS_m-NyoL zyBgS{nZ9lms-IH5L2lPj30*95MNh`*Q-(4i>a+b{tSGsiE(Og3A_Z>kX~rXA#IwW7 z&dY9X#kBd)GGy9}xeOk^iKiWyeL{Rd#M>5)x>?~F=OOxNY@G;JkT+L0-xNeI^iZn1 zS�whe=f94@&Y=by>TteLY`YLE@)VP}E%Rkyw*U zv+ZK8X63TEmHN<&A<*{Ng8_HG-BK)wu|X9>|EXLoGtW^2ziL@bVvRC}zSfdWoBd6| z?-laUozdJDLpdWKc5>>~H)FX;ZeY11reqM3G={zjNIN3GHsy}Rbw~gFR`yn>O#RoY{)dtJj7@D0Jg21ih^LA7C3*>*Uv`j8*S0? z{#)YgxIK}8JoM@E7z9?gMsK&?aHzM>_i*+0MWiK0AlNy5oeV*(_a-Oy0Gp;Jd8KM6 zI7b;zbTTPFyVuQ%$YX9Lrh(rq`;OPG@#Pp-_CgJN^_xDkFfM>MlL|yNMC^=4g2}55 zC3ef|iaHh|@>R?>%%sDao73|%9I|-u)%ay1f6!J=h6G9Wd~M@VHCU(l z*{IMR$1(6p(vJsr!B=!L&W~HLAY}$?h&SD`%{o5bC2u>}NPYXj`}L+c6fUd|#-rK# zV{J|Fpv25yQ}Std>JMb{G>#s2XnBE4-z)$7O#4a7H6coly0$L$J=YO)Y|G5k*@U{Q z9nJ0fNi}k4CJ&_Kt(33)d*sb3+mNQ4cs`p!`TQ0oxdX6>Om$gKmcb?0C7437M!fD* zupJ%@_2=HGeKYLb!p}`11{)Ph=f!*9AvT;>g5PtZvfE&dZaHjH-G_F1?*;-ZlI3rT zO^;dLp4@l!xBvNylRM?bhWf_e`0+^WiWCm+`{(>+xfhwrYqtVSyR?(^)9HUIA34hd zuAVc0$fJ---UeT9E2A2(KS(J=nG2NCCY9=HrdBlVR^~I;{0BeD8o*8Zjs3dtecDWX zSC#GzZ<^5`_hU3?(VdBBEr#+&KEQMTEkxd5PVYPiX6yA75#JW|rPPH96^ zi&l$oSCyr;AZ8lSu#>^O@u}g}s`R`3g^TImye0-f|a-_H8rI#xw;$>-4!$qr1F2>hycz zP<_pfGu|IpK7eMtFCa4D6Y95XP&DVt>QRk{`1!e9j*OIT zz#zLQgd2I@qnr6_@LVgJ%WeZiR{4yNyVYZJUvaBRKNFznBmFmKJSl4Hb3z)vt9R4a zdE0$>yMl4X`~E}8tOP*&+_2nhcy6}}p{avU4fX2=pJn%SjoTAXBJ44Js;)@Se>oiP zKNm$m^_o~0<7cZ%4;>42F)lSZu$--)4He5Qcg!?m@TfJ5ac}*XN<3+MbV{? zZv;TkX7)rq#ld^y0`>RZJ>jOfxxz_7$E|Wj@?}k_zSxd?ZeZ5P4*~RT-=WIvfG@*x zflzJXEvzmmqCr7+w6*@dn={8A7dCNAzWVT#^$yvxQIxZ9x{e5%jj zZ=YKA{e(L-y}PLJq|nE}eNc3h`t6X-CHLFMxocVzExe`@$KQJXnC114om#3~#`}4m zuNeXJlWx)H-7E20I=qDgubh%BV{J~62JP01W|f;*3$F8$o}RpSr!RsPK`RM6@dJ>BlNESdtS1iEOt8i|#i6q}Z|@oXM#irT z1Vfrj$6CXyMYQ|!w+4>2*4wS>ZwhZ1O|o}oXYJL!mX+si&zjy{)UAm`*PCPaF5t5R z^F#>~oZ4=ENGZsmuP}PS0-M%RDqCrRpawxcR)iHA;G-#G|j2{vzFi&c^EW^i}){tjQ?d-uq0;=LZ|PMr$i3bQiAl;#!< zXTP;Xr=8eIKI63#Ws(hVAJZXkP~u9!Opn_RM~s8)her8_NpquCS^-icm$&jnHN2Yb zsAqacet)sT?L{^Nn@p~`PITP_J!l+N}`mU(4W{HP2 zoEi@a=6?!}K?SurNkMIhs&wvZEANrAYWm!YQ~`|98LY1{*WSh<+NHaiIBDqRV0ehs zEfo-gFN`8H{j&{aN;+~)2-*Z}(8FJk9ET`fs*CCm2|Q!>&Mfh1_^w5kt8>$MxrG0B z1@RD4o`rf4cfyySK{Em)cq9p4Yc{S7s_hxW8t(E=mo!TB^>}5O81jE^Cu0-x^*H4& z-*XchQ`L)%oLne&gBLSd*F02>#VHkZPzHS)l^zt`ZW26VCp0ynNpCAw4oERxz@#r{ z43t#S;PiW1d+PH|y&?(2SYh)lo1{Q{e!0{ulJb^g<-)M~`l)wV;%;bpm47o*W#z?F zh1362Odf5lAJOe zuL_q0p!Q+CKC-&AiW z)=cT>u-n4MSS8_M@5~vx!zrE>FsS|_lgMs~f~42mU*r3q!hlAWa3WMX zWRC>Yy~VNN9ekwI{*q=0u7kO4Y0(+|fn&5(k zD>%zkUCA!5u^vCajLQgWs39tGiS8$KF^98o4h?wu8%}Nv63>~G3^kwVh=Jx;%;o$T zkejHB(pXlCBk*pW+{&#$et_Ol%c{vWuMyt0n_N&tWDOP5??Qt|9FvTIm9cKC9;JWo70{g@$*#3o@n zbM=ds%eT~6px{C&D=4GU=!7P<+xzw-m$ru=K$9}lG2DhVgFb&Yho^iq2z2gTt}6w&8^n;T+!PkSivwi!C@U_s4!~kk^+!TbUGH^)=`DLAff>mxXp*nQLB_ zE*m)C6jbp8FC5!B()ZX@;EbY{^^=tg3H9ehYk%?Cu(n@u!WBhc61bvL7$T%E*RGRq z5;GlVs^~;W2k__MJN%xd%a_vob}VxuT@sn@j?euTHtnv}CSHf;f9RaKqEmhh@zL&Z zn{4MoRXBla0YOMT|9L4bjw{UP78h!4G{`^gnF~u%H zoV=)uU@SI3=by0@waha)J%T=eJ#5O-w^JBjh63zpL3}aD2H7~FX2(2Rt+RhT(uK0L z+!?>f4LhWj>U=bR7wVZ?*PJD@3<@Ie)nrXKJQJPPd1Eb`ss&s8MQ+!I2D>xtd#-XP zdz`*4-J8Z|@uh10&#ay2nv2K0CFtfYP%*kAn*|w=#o_DUNo|_L>)p4ns_!06gY4$?9%a;nY@O7aj(cj7$=Q{qBVxWp~;U+uM`(@QUpb{RP zWZmv8{S*kHtTM>C`g5R}aw;IAdNvw2+Oo&Ea=VI&jm)WqgwrC}qh4(-#!ag-jtkpP z^{Cv&A>F5LxOzU~+m{OSP&gf8d`M~H7oO(W$)ZFQi19hpf=FKcZfrR( zW{5j1$z5Y&(9nuxEQDGa=Mxx_7na={s_>g{pZK015b?`c7>y+ite+kK-}NE?A`7Zy zn{jGIGSAAsRkDk`Ik=M((DM-ct$c^A*dqf2F(WD!2&1Ujq5uG4mhj;U4uq? ziwYnri5)qVb!}E+kAfI@nSaC>$l>HJgBQd?E|L8j+sJi!RmV^3%63k z^6#aM8&2kM;MI3R9I$ob*sdEDe71=w+4k|XSvFnp!&oY2sc>@&(_NqP>Y%^|FZo4z zX$`gNr$l#sG|zT=6=}RjNdv#yIj(M=^kGDdFr_Gl1(YW#y-g`@{oE784TsMF-!vq< zzS)`LRoIiQzp*j(U0lpkXV+}7iXqJn-TVf8bPYA7w%=XofRiSrW7cx38k&9M$CeZI zDQdR^&HfI!7;fdYIi2rClEYu}eMr-58RzH`UQ8#hJ1{P%A)ue8UZXW1PUc@)=GVc%u_6Zg#|npWoV; zkzC#sX;<5Y$CvsJOVDr3k2U{!M&5j%hiMu`68jSg0BA(p=8I{#t@(J(E9;Z#R7m>( z3&MeZ0Jr`{h;E>@@832b=d^jbp%ZVqjXV#5ZTe5XKc(?7>#N=Z8E=Y`hC}wx?>a7* zc$CsfbMdP5*~uYEBzaYx#!fK77=__lZ5O!eh9WdV0# zrIZ>|U=E;$`?C8UVzMeH(~+e)%4BT0iSGgN{M!M8QP*>A{I*`_WB#73-;{^!^P*0) z8$4g;(=hRm{4LHDn8UfDlp3DJba?S@Y32wwA}K&>-}EhLRoBytMjRN~#`L>;g=^*{ z7a4r1I$5H@6F%{UCj|_=WpMxbc3+`0s9>e(pgo+c|2a`%B z)V#)5)lT=SLP@&=oXyn`5$tMK<6zOP6ykZ`>=)X(B_h4V(Nknhes~*D7LuUFL4l(4 zSHn(SI7unj8as&&(&DxENR+dQ7RK|y$wUe&_^62LGqIPiTDY+*EUJCSOy9~zGp!EC zaC)y>FX!uA&I8gBi!c*iT49h$iVqnhrLpcVh2SO}be@^=YC3DIgS#&eL2wr=&Yx0S zh&|O|lClk4AbS#rh5Z+P@g?}Ef1-(U699^qg>zDZq~5A9Eec;YOX0g0(q+56rIH~u zIa{@GLD1Q+-JHZ)DZ=~hT={#C3(Jjt$ewj`5<#7EM{zsC;puI>br`u&^tyDu#gO}Q zlK$^f9gR?om67VLuCz8MzQ9|kq|lA~h;}+(0z;ZoxL|5Iq$Cupe3xfPSh|b2s!OJK zJB>x&72qaBI4w%%@<{EL)1Rr86^0<;;z zs6UJGKBvazevJ_^ylbewSq-m%|I@usUU%4Ow486#l-jfW&+H&=nHNyJ>1I*I_?V9- z(U%j;u_@nl*q9E`IK7bgWP^10F~J{-N{|mR|@#OoW=Nh zdH1?MdEM9U=foGcouMQrB#3LYL^8;YUN1B z=d^OE0=Pe=Tw22|d)ZA!h$@OC?yAvJ_idJxE|4>nseXrI9CXWmv^BZnBhS&?66`?6{Y?uA; z(a=4|_fvVBeraU$|$6w%a@e9X_ zudd03nf(v_#WC@s0z0PovES6fbdE7VoVPLYg~kUA(fR0Ho+A$sxr`nuh+Cfw3boZr zH(nKJnEDF6fL|na&Fk9@WlT2P$Nmlt1qu)Ckr?)=VBuwxdx?bxShN|ru%DJNEr*E+ z`U7apJzEX$(C}7C2+76Ozi<-|=7SW3Yh_JDVxWsCp7uIX-f@Rx+{v=?3Ls>ZEZ4>k zk)pY~+Hs42+lNx$^cN^MX@I3eOZJ#qA7NcngBMC>l&WIC_tlAuSuFc@cjsm7FAf*w z8spo$+x#CI3&S`4C*EJtKsiXBi299maBhU>^6&eu-L=@ljwPyCqU85j9ned^rwhNC zz-17?gh9=c-sUNUF;XOivFb6(i5d;KV*z+Og`;)K3CiWRHmKdFjQdkogPZbPUXKGG zMnm(|`}m-5@K*#hO4#2rVI=VIY}=M5HN-l_JpS~B>-r9X&1DZ4T%{=^c_dh@83sTo z%$gxNXVr~s0oDKXvdgk1dX8$3ZtOJ%3p61aJd9RFIoPAYFEhEZ1&Y(FT`{YgNb6)1 z%-~WA3Jp{WbYFRyRA!7b$^`nQckQPlTisVb$^2n+#b4%pzpU5+LJR!n$}7eSIaTByKGyITv}48G@BWi^twfp0F%l|vX!&BLEWj<;}PZlxWdi4xOL7-mlI^Y z{~$R27?B4r4pHWRlswJJC2!q8(4CuTS_vzB+;E=b@L?852m4^fGw1=2&}r>r zHP}ZYe2XLH{x49T9Do0Cy(%b znIJ<(8KY=!HRM)q;r^OTAAhN+zx-9Q7VhW3eg(cZgj+ws;eFk<%%OA^+dU_5RC@;V~iVwnO%cTjX_#AMT%BNWx1^%-W@LLAeMAam!CV1go z85b+tJ9>mQ5k<2@OS^E2%ku-!PiU&C6=rv>KfE>iJ1(vZCS!D@M7qms)#hkBCU7B< z73u%k{2ec9#yIdgpY23VOf?+~rGK?2x^hWLekr+MPl!u~diF=Z-|R@0mrk`$w(y?) z8?Nj{-DtxZBcf|~x17y2YPEY9rSvlv^W%mImb^A~ z6TE>xr8p|EEP|vg-bDcV#RRV*R3}YjF#4=gOqmK%mXk!VNpJe=Pl8xtPESF>;(}7{ zvHTm{F29cuQs{nLxVy!7-(oVR(##asfXFSe8e(CVa2gn(ezVNv~ zb+W{V=u2wch+$Q*1w_#X0i`4;>4SCSnx)V$9Ot~H*={6^8%(k^cy`8Bo! z)|FWz%-u?jDozDy*}VPc+tQ~1a_IEBTwa;Kco8Eeb--~T*g!Crk1{Y`aw&}_F~Vef zPz{a_(yp286sKHgWraO%mH&25@K(z;M<8lgl=_PY{_(T^#NayC6BpCm%1kRfS$u*g z8Yb8)CuO~hAU{?!llGa^J?B#r6_@KTp0j++o971XW+KxsVJ9yQjJ|>Smxy@1a`6#+ z_w|5SzG=>%cb)V_R)lcCXnQb(%cWP8%j@Cv$GSNAmcuO1ebv8#4IG<$I`3nX7j+O{sx=W$@2*1v1bX&} zl$Tq4{>evD?n1899jWnsJbu;$%=%qc3+g?4-&tvysAAsZW9jUc&c*MgWPgT*$Ns0v zkZ9{vNwa_z1G~!Wn?m=~7S%ggEm*2~zuogGOM6)+yzUfYNYJ@M={%9{ysMjHxsDLq zEt}-R!*?@`5ycMqbNZ1Z1&oUYyaDjd*ep(#(1n*7`VQz9r>wQw5{)gL4Z3r))x%_L zRfMv-!o_Eq%H87`UQ2NoSCq7BEJ|}P+(xKHYLWj_ei!D`A7fcNWk*Oj?8Z+{4ov5z z?6>#TssT#0$edSN4zCRr(4Jy<`u|-oX1|tK#^%DB7^*pbY`Y~)Yd?IMd)R;S zyF~hjr@rfL|GO@;Ke-x>!5GmBb90{LFaKUtTw8#dmm`V{RsbA=mCNv=uBy!v3oDVp zLb~g6$@>DS#Q{mX*>vwemv-|VtABbEhh83-eFO%R^a%!R&$XMZhFzzU-`X#ave09lD`HYW792kN{TR1x0FW6}hiPy!(%ZZXO%y5u*bLOtYdkuE&r$$hdC zc`b%@^g1PToLPoXGW4W%w}04F)lcy(@EK2ar9$j2V--csn^&0Vti{$bluRY^HMo)V z(${T?q&dmu9p2_en~x3r3ZB?J8TsYME+@+(Yd5KnswNk+cZv;o^Gv#IuSi!0egE`! zv?)aa8PfswAMNH&J7HQ9eU}RF*1mgn712jGF%*}2j$QJxiB)uH0FI5%n}8; zOL-qsowy_<4hQsnrzQI+@XeCJ+kVWw8+LM3NHz55&ma|Gw11l)5^xW1lKWao=wKKJ z%mF8TVk?oethGQ-tuk; zo*X(mP-Rg(>k#Nq9UEp&E6B;KfYQ)?O5kcH#xR+;-TFejBDL<*slkg^7P&2I)o;54 z65NN2sg~?omEP)7n;uiCPTt?OLm_lc_u>g@883IJ`Ape8Wt+dx>yL>)cNqI(Ww~Br z)zFl0k!rldwst}7L)51)>-bIx^5x0A#kWsa1q1uSP0%NcBM#HBDpcrFLfN-5MI{Ul z9X9I;HH6^zen}Ec18f;R;1VP@Q7LuJRMIDo!>$uSO3fxOV2vPFVfZN6wB0%Mv5VC# z1z{Im{6jTYa+j*5A{;Sja9Wh`(6TaY>+G=q#9()+i@_W2C9pTKTsKRCf^C%f&M$pl zQ{FH+5fs?}vFiH=$>8AOlM!*ORq^*!&06(i2kwQ`9HDdeB=QL~E?y zu+n3!E?bdvNf;rtpMjMT8Z|N4b|#}h%6;9eNnfdY_eXVe zhz8wGt(6bC!U`jk)G9igIr?&G;?8H|va8Hd3uXz9@lU%pgV01qqi>XuhRIG!?wD;4=$ZuO07t1~q}e6Rgm)^qJcU?cSHQ#F13bP~@SBb0 zd3fon-Q;(@oeH|)gCDNG@vFJjK652J4H6HnP}@FzgsYL^G%--smE#XyeAmJj#WtUB zi%*kvPp7Zn*wYklTly>`(KY{M(4W^AIH%N5lllQr(4@-r2vNK~7X_+XiZAeM8Bc&! z@8<%J@XK2e%CqHY0;Xo6yc1xQAfBcR6RmsY9zO2j(uw1FH?7+uPL%auw!8F_gIDf| z?1Z&kN^9iLukWmytT%+43vFgRfRA2fanq-WQ+rI02{e!LtCMW91FxiA(l#5ZJ!c62 z++*#InSVHx+U%Pv{lpMa1^1umNmHV+ehHXQ2=bxg zLw=oMh-;JABR2kl%N2fIOB>k{(~Vg*Jy1k>P=p#lj=KRK;_SyCAP?Q8j^gL0jkjAH z`^JqB_bh;i+-)pLmJQHY@*lQRh}*AVuG^{BX35a@;9+|mTWj>)?JiNs9*o{|6S1A^Y?m7rJP$&9^U?3YPP%(-R^4fg-QeOZdtDn*kSM0W;L>>i}-8z|< zgS}W!RG*C2t-QNiZ=SZOEal&^`>xcd;0pGVoswP}J+(7;u3QU|3x-O>?F!l=bn+Z0DVTRh~k+m9Z6y1Q90M zZrR9*Z|l}^Qh~EUaDEHh2}}59bBjLL)~dCg$51yU3DIxaSHMaD%!P2*2jpS_xeEm` zF6R5qZJs79%a}yCFIA>(NEBkUb7pev7&w6N3iG73nfS|Fu9x>MQ344x6c=Xcv$71r zXl=5!Qp!CKUjC(^%~#5gJIcA{tJJtByxxukF|CF(E^NE6`xs(g>&i@(Ywh>PMaqGr z$`Y~<^X-l7k-^N2MYFfw9{ZKS-Pi5{9<61&xlH@thi1F6PWqTqqaUiXq;-p=GLm-K z&An2+?KXX9v}P4uP@u+b%UKNr<{85%hh2XIKR4Q>Zn+h`%OIFnsPJV#E~XdU#1v7zR9h9MKh1P&ZzspWKQus2V*WxLB@$& z%v_#XSY$j8XW}EalRSrHsyA(mTFys(WHAw$mg2Ag!U3DurSKyMz5hV~Z1#(%Pw66u$@#p zWVr=hr}OX2JN?k%3C9O8oTWMVBq|=BKeuaj?ANthDR~UHcbDHoI&`=(ONmaixd=8w z5yzp!VYT+Z!Vj}l4sagQ40^HJaPL8U%6~N0K_W~ooaVi|wg&%~QZ}FtudZ{{|NDO_ z!a8?^1qu|2>;XcNn*XPYE9^iJ(^l*1=!?Ur^Z#SBz!N0o^B4A8L|eKvVZ*42=l@T8 zW_^t#MfDsyf?eb%ZxCRjQd*Bo=KW0k5xCnQcu^l@tpRVDRh}S#E=rC)qA_Jr-vJW1 zo%a1%`>jy`T6-3a1Z-c#AsCP8xmLTEm17Q#TsuGnd`R2`xI45#T3e&CaLLo`_3lHT z{*g1-S4p`c`*^WRI)Dr`LgE7M-)xFHtPU@n=u7B;@Cn1!tAG=kyONVZPe1-mrW1+8J%XDFKwsE%3u>1&Jjk& zd-F4z^bcr#^|c4jej6EwHZ5&qg!a?{XLNP@)D5wQ#D`{=2AQruU~4903Yf}0*&y}a zj1FQJE`Z4C=g;~~ogBz1DjMo*xBfx^u{jcDZ)?~No?O~nAP=G(kI+IiC;sY}w*n07 z_`?vmtSR^%Upx00V+V=<;{}kF`Mza{8Ga`ixI=5bE1sUvKBXVX=&=V#!CjNyq(bW} zH(PUZ^WW&Ct151Ru)DWV5%K4s&1vO#$%`WbB2QwNiC1@5Yf-^!Y*$!Eleb$Irl9m-2T_gdcpwg3It*&}7? z0oTi-U+#}V_e2!k3vXIt)_y`^qtq+IuBv^0vEx#sxIt(d41(}5_{!6{DA z>{;u@c;+MdEOH}`c8}j+zkTQ){M}pWsxw`Hv~Uz__qS*|n+m)u$SS zuzDzOupMg@|CDk#ycQ&ZrRfk5>XRpe-BM|D{IhCi8k(se_HQ;29+$E%E1&%|n3U(G~dyL7n@PX(=v4jN>~zimSoD6Kz7Y$l%l z^=Q5b{4bD(pOnbHl-_}(qM`qS!VeTU;Viw0!TRWNuGw4&oOKkjT&aM_lPKco6sXh|ilVrd_n2gfGwgqhqKpq^$LDjz8wsW={_#9^Ir z;P%`13#D`$Z!s@d6u zXl#xKf9By@iiR)t_f$*m4!Ce(Hpv^+%AI0rNtfG(zCy3_H_7i<2c#Nc&Zv?fs`DR5UJW91Otwz;*z$Cci)oImQdF1oBw_hl!x5|RC-(Q2_v`IRf9*zZ z?Oro-;9q%m;vlvY=H6)c8?!N-JoO^^=9J7UHi&h}t#K-Q>_xKjR*4h3Ka30m{#+vd zz2A%O3Ecnn!EJa|dhzn!)i>;#7Q_P{uBS(&H^~0TIgeAKXRsK!mb6*5chfzXcE|P$ zKGGGAk(uCtn<8sX#A8LZkGSMkTSRg8QGIJ^TM+x8WtZ{k)}Zo$RI5Ttfozt-OL6-& zzs7Iu%U)g)a<+MgYEU7>SgkUtLi$_XVjaZT(cwp-@}62VsZ#obM0$YT-*&4zf~GzI zv=dib_^QdTqt^06I*i6TRvm+`R~`__=(yC~_lxFmhKrywb4K3vL=S~emGmiQ56EJ+ zdY+(!Q`|Nrg^gX#bj(K7mMwIir*LjTcG zwzt0Hk+V0SawL##M;i+zQSsd91A@RC^4Jne)3$pW^lG{>AhcdqMg5S77=i=|7xFgo zYwXw_+26}oh=J2v?3sj_f6Xar`+N(y!?Z zz?}Dc2zv^x!qE+l8c}k*cW5@LlkBNqD=uI5j3X94T}v!LXGTHAQd4T}>o4I5IdZ4w zR?fTL2q>o4zWm8le8b#0DWXr?U21?dYEA+xdB0s9=3b^IXFAJ zDrDApb}06{35xdt>QwuEFRKS(=P|eZ3O7y2fG7EH2~&Jmae)0vhpORWTjd+{d~n+m zUI&89bO}x`vC<}po>FK0l*{FZa?@;=Jv-Nz*ReD%H-4lENE+*s_U$PBu_?{HU$N7? z?&H;i8>@*y2p)D1KG1Lgax0OqLJ!Tuzl)!9s;Byv#yjcXXcZ#0xZcSc!f9R-y51U(u#op(M2hDmqjKEG$c zU&ZEh>cH{~G>#uuJ*}*D)B+s-cGaCef1I=P3pJKud($dIKhMnrV=L=^pR7!%C72h- zp9dTBmVr?rRKu_#l-VsyVxi!BPHMEXqHH5x8lMy8o*tC#cPS#KBKh=X^o%Ai=N!iB z%9?ceNq!s|WwVC|gf@6W-@Yh{4U+j+gqvcY)!0=xpURcg6q^vO_&z2~c z>*LT@ZI3P>UB@TXE)DI=L8IOqTkfYhD%kJq_}D%U(+j&X>`!4^RQ%U82cnO%PVrR6r1%U+{oHyJZ4sQL92?rYYB)wD_ZtI!c8v>I|GvBxM_ZhYj8iT3n~?k=vJb z1`6ZhVN{jIW|f@=WwppSR)k(Oe3N?WwheU!3__V|0&(KpMhsnFwg~k@vw`~?fz7-C z`ve*`(82DBHt}h~y_<_`uc^x()Ku%dA`$*C@nBtBsAp*aqgz!d+jylPZ2l_kVtMFe z-wO;a#U!@ux;d(@eTSWI`t<77_n(uSJT;q54>sNprLbL(Nj;eX*MYCUl;wW$*nDQ_ zGJSN=+n?6baIVesY~SFtCE)Xi6M<}Rr)lTm{--_IZ9PBE=G;Iyg^#2-#U6jxb?;}7 z)F%N4c9*Kf{%&WAnHH2E+P4APKOyb}|FxJA_-6m4Mp;d6e06x>;k*&XPty7XlI}t* z!K}5_IH4!M$PkIw-m@N6+P;RCKS$vfXMesYYVrKgNS>*_0cgRE-|%}u`E59PB?*nu ziOQrZ-uiJqj<@uPqq=MjU3mxZSnj0Ap0v?e`>da7aJRfgjhB-eQ|F`B+|GUi*r_~B z|IRumfOUJXP;k=s^n_Z%vcr_}CmzxY8amc=%v5%PHgWS2+trt`JXm)u^+4jqmHNXn z4s>&I3}m0g;}*Ha(bn=3zEg~f+?LB*z$|-##G!QKIer`1sVUxmUR$zguLv`{t6Gy! z-g@+iSZ^|_{{5Fdz_%;=G$D_6@Wu@(*hcA&1 zu6oYECPaEK38U`_1Z&twuVYU+c98yh)_k^F

        U4d9hXhKha~_QFF60QX+E)M5X!+ zX3}OdQde$krPaM{ax*7OK`s8vi!2Pn1YQi%3$;@yJ2%D;@6BZ3^rFT81vq*Q^%voe z;nGlB-Z{|k6K3RWtz&2M!aqlaY`pO`h&)r7$bcOJ=dRt`qm9z*@qTiciPY7@Fo>X5IeE#!# zE3lk5OFaT*NGXgtOI%2^7VQXzI0Qiv4A?kqJcVay?6HlT73>XcA(#F^cTBp> z*}BJUwue~kWW^rIDll^-6T_VLn|h6h*9F=Ra-HzKl5r)q#m3l1=*HfBlJZ12u`{g! zWQq>Z60UvY6B_@1-v6dv0XM9}?nJW^$uE#?OQyaUy4WNN36|*UEewYelGFsu zy-A*v@*b}L(Rm^wP*Ah0{CM-OL#xunsJf_jA$>MZxvjX*%q3IHhKJ9#Fo-3`<$>*F ztuN)@;59QoJ56-Mn8$qn{A*srYj(W@d94LDvcRiL4Tqb)Rd~5F0%U7=ei4{Y+{Nvrrp*iBD=x(8V})Ad zVZN4l>WiQYAwiG0>SZ}BuJ68+IfqS95&L$9{R8@b5>s_3Ey_UjM#Ak5+kZP&q=zQc z?$@m8^9AD9m)vTEw`3@VGpXe@?ODM)#jp)vw6y4VrY(dO%21jQOf^@wwG(AY+Wi<% zs?`>fT<}E;`!#3Et7`XFgmD>u23PxL?F|09Tf2D+Zt4HCYC>t8r@#5;%}bZLQ|obDTCJe|RjxC5$#{c~Mk3 zbd?{tjhZk+xk^qZF5ZC9p7?bgVLMVS<;YiP-Dxkbb+bsIq=iE=t9q`?N-RIx1bsn9 zEH!PR8hPLHoMJG2<>UAtR)PGHXh{E^Jlv_=eW`@tDL4zS*N^QIr zC#o5_TU!&+ZyC}*297iihzIW}s@uyr_nKDGeckPmoT5}#UgFoUrY|xw>Lw#ZV`hBa z*{c*EWF})`u6G_}6^wO1S05k3cg9+xJ|$*7UfuRm+U-Fkj#%g$jyQ>PE~o4+e7oV& z4`S0UwU+^gWFm-7D=-oeb`6r*cDD=zu2Y`k5cqHmYbxzdpX6EL*SrO3zd~t_s|`oZfz&RNV;adnZLbUhTT{^d`M??|mItNx#=bHoY}jfu1F11nk4 z*;??~iMZdX>J8ea7RRU0-wDsMYKZ>cmG*Yf{sJJJvd*oI-B$ODt~R{a1uFLOe(_qXj>2z%Q9 zV(-18n%v&KQJ1?#>u{jEn&{BzY(Ene!>Xa%zm=>|~@>Ng9cdxzQD}+X{yp7pDU@Z$h*jqpO*ggB*tpXR(t+Ez7n_t1m?p}8e zh$(zL=CN;i_>d&VjnSL7{z3u!wZd&qUOlzRUvR$V^8Io5gRhjYlY!1*=7lLg+VT_9 zUA+J^oPiVLf4bTUY86UCB|mxGIW@xQqj=pBW zt{?xhT=VmMI6y_CSQnW^>H~Qsi!$*RQ_mv>Z2qHre`C=mTp|NT0+{jy4FO__8VyFX zwhQIlpY*i)bU>Oeb4epX4re<?JE1Q)fHG5r$ z?H?giwjaX-e*jW(gW283x>gH~D0M;Zty}C_#tL^dp_;rYH$`FsY_~$5Xf|Ku@XqCs zd*9MO)X*9QD67a>*}c}`o&C%sce$~^&o?n!nSMLL_)wV@76q%{uIJr*bkwr7=uDJb z2?3aLpavd)c+K@n;1EvBt19yVAM!$%8zfU_?<>{y;OR~=ZO}GSWKI#bd~54PjTFa0 z8RMN&f)q?_O z`3KsDl%zNw(7YJ2ua0 zhQt~1V4CuMw_stM$s?xVB4U&Qp0Q0`8RKV0>QpfCy9cp#s4IxluFMI@Lk%nd>*ikD zFoCX8?sq@v<>u`-rRA-#bKEPiH^E`) z;4&f~)wCl*LC8%JCUvPX5`axh1{lg+l#Vy?##GMf$KE@mTuW7(R48$ub`q z&Ux;QVAg9g`z0Aq4B)Fbr884yb!RaBI@8GH#d|Kl&!4T{*hcxNh1u=m>7F7WLH%6G+$56WHu?dmdeK?$Cf*(y`Z{&#>M7F568RdU_WK~0octDE`94S zNWV8^NDV!OMP?Jvr08ZyfrbMA|JJz*k71sw+0m&bi&-gWKQZNUo|{Xz=-3)xZuCLj`4C;>0cFn z`ct%TEh!}FUfbhe$yIcv8!WYnQ7Wc#@GAFd(!|NooW5Un;_%N*{Xh36JYaBzSqG+O zolH$O=@-b|ERd99%ZFKLH-Kn_`){u{R}wPa>HKIDlI!-5w&7#|ak0JKb}#~v%u}eA zImHY)(1tj97nfF5zx0}mhkwYjj#iEEZiB z?}wC25-sx zY~6z<;cd%RfQm&eZV1Uxu3`CA$JgJ_+t zEAHbNwbE#jkxRHGU_kl%U5fy;k9Xmy{6P3+@c?`IAcK8K}!{;vGCdr&3X*uir( zns>mqKv$S!Qdx849r~e~oNpsXu@hFH5B4+^P}`9)Urmy~T0lI3%-=yisA|X=DuA8i z{Nq1fZyA?m%djm%4TBT;6%yZm*h-zLGz>w#jp0Ze4?Tz1mL9=I1skB22j18Yp?O-z zH~oHX6=g+#87_Y&X$)nZe-Sm$xH(yM<0}C0MA=t4(8_>uO~uLEHJYrYPu+1U?+LJU z`R?9Db@cFZr3m+WoY;agiVzyUzJXZ)q)xJg*~TZ4^;1lOPUI^v_e zmK|Md+d)DKBor^pt+&h>mc#>f*R>?MYrcP?iLhsOIfrI<%;FZ2FeCKR`djtN< z+M%%<=@qt~iF?h~okuo5AGM7u#N`mp+mPHbY%fUj6@0mpF*KL;u!Ul1fvUWmda^3u zxCTt0)*r7(Ddf+~T3YMhdL}k;U2-F{FPSghwxeBHl@jE^*(SuBGOrdlbM@0OhL7Do z>B5cT)Uf(|%$XN{ZDlbc(rs7*eBxG|uiAjH+0B50*9$9F>pPn}3Pu|^R032c5Lzcs zEhW~Dso0WJ9$YU!o%?)zNnFTi*+V&_y+X44QiuP0l6V0s8%Mn?^kl?inu6xa>kWT% z=KX)XcA1TmJ$=j6bMN@BrHo1TwYKY^%R@;_WBGAkTL$ldiqGaVb;C+I2EFYSDpcBH zF6-Lw^QTRkt3t~FuS7|OeR;6dC2B_xivWsQy3M7Zx~VgrH=P+K{CD^71PI740MN?4 zYPs^>2KNGhbrORk2+brRm0jkf>E5{pz;9jgp!R#Sq#Xb~OfW7baM`qz!ndtNv9^O2Hv{THFsI@TWmCK@=HNSQeLd9- zvHGpAg;Z#9gq--d&HIQcql&7rhgLF7Lr{e@sduLYgM+QK8OP3ju3xVhGTKahWTfx# zyz%F$E1UPj-kwMgq?NJW(`??Rx2~d+C?;4LhPVFlb>`I^26KexGhdn4@Gt;+%DV=|YeqcKRPo0n5 zD(JA%$^GmvtMY03EuXPmN;PG*Aj17@L-cL-KBtkG@d6qi_!vIHZ^Sr0?Uw;Z?M?->Mc-!LBk!U-q{2t89Vs4v0B;-8HCzvECsAhvN|+uTNr|Y-Q59ibCbln5UO(` z{O;5QL~O%D$AfjJ+de|ozoko*7x6dzQgscVu3#^ecCAT}C%~CJKUDg!E&l!%>RkU|Ff!gs@in_xubiEX`WhX63C&?Z%fv)BP!E9Cd$!HR>5{gVlpg^3I3FVGf1KRUC46w^fnJgT%@x0E#e91~7B8>O~~&l7qm zOkp5=j1dd?h8{^y-rDmC6jymWx9|7&2{=)V&IW{~uZ`k%djle~TN z=>EYLAK#HH8=MVE7U@sr6V=!hs?F5d@%0Fs_T|@wftOFOXobZ#I&8IE z3SLTaLA+}G+Ob_{tD;}6H^Ui&scLx*03f*jRB#%F?OnK?Y96nojw=J)h%XN~}G*5)AAjEzA%BkI>FDk9Y@T4Qk}Z^kQDYb`Jq@gTJ$*Qe#u3UYIs- zh3Z)I&$um~Y?7RpeFMwB{BhtHq^;x0TlcDor5;b z89c2k?RaBqCgoOOW02!H4eLZ@s^U-Nq5`JV@Rd{Gcu!_uv4$ge!!!|IPLkMwcEyA| z5UpS4Xp00JEOSORbi3{mWKiSp+}sBw4hQ~dE^k$6lVe+~ykj%8GpQ~|dSoi!%nkLg zJd5uw{eCXP-nZ?ao9;exOLZ?E61MmxmGnW8dDnsdwlalKoc9jmhNAEFsqpYa0*8!< zy2+mGdDXm2-UR-G#DS`@B@HQyj?zwe;AGAf(~PpcRB!o|kM_PJUyek1Ci_YK*rj*_ zX?^x`2RB7j>0VVCO^XnNz?<`rg@%H}QRAfkYy-R`=RC>o&v6-xjG2dh7nIR%{z|f_q{fx z9)s?JH#D1NB%s@Ii;~GckS_R)YKk4bdrXYj&*8_a2=WM5c=>LnF;#bSz!mo^+iKKxoTqc2zpI@XO> z$;%hGg|B5s%YNbcoLsWoC5dBA8<173bEisVVLCc~N)0{02~4mLT)|1ZDDMrOpU3zB zN;^%7@|^V2{aetf-9UEwRr1CX!aSpckHQQ)xiiyk4Mf^YWG@3T zDbpMV=bZTthER>(V}haZ-s9 z@;VOhO&;xZvByb7K+(qeM`dLDS6psu%x`hIn!e@-r6|_af-D%9o=-^j}kHl4N z_DYyg7DIiJve zqfUi1mFG`qOD@$k%XBG-YD^Cw#U4D5TnAK&+hjizlgAZdW}Z0sG%><`)gmwDy5N6Q zr9gT5mcsNTfmHrwe)8QJTB{XJI~KarvWyT+XIY7HL7Ow}O%nz}CAr2TfEv+XPAdM3 z!pXr{8|uA!1pZTeSCAitjt)|Gr;XP=3u za|hIpJByBXjgN*0Qt#tBhFA_f6OLXQ$dq%J)%9ZOlUOc(x5iL{fZX5BY?Xn7ZdzcT1AduzVxq`R@~3!%#`an`X?zN$I?AYPd)NnmwOj&B!aHC=Dx&V2Z(jG+adlO z31GD#>;1Qm^YT|HC@t&KSq=S0>r8HdaA&Fk zT#8tg9MwTAIZOPCfy~s98zU%v(LL_~s9qmDjyE5K4}8|{EOQSk!gLF_pEvLJYwb3z ztP?zIYwBKYd)#wVq1H1pLBy1`sFxz-PQE!cIBD+oz^Pv6(+9}GJoVdMKYuCW)tLX1 zx&jN&!Yt4XjP!d&^xx>LsuSxJ#NCvl$bfD9EC6)A!ZfU}m_qISdQyubC!?HIMS%GL{Hw_@VeY;R(N8&N{nh-hemqklR?>J%;3}Zr z8@abTWUMRT^_}DS6YWp_CxMcW=Kx6RioQ=d99+F`2t0sR_?wv+tsBZ=mQS-WS~A8- zmw`9CdD5ZxV`_I~$m|M>OkK(1yZwL9C9Kb!>!-S(vCoaa{I4wmyvt1{2A1tUSN4Bf z+W#zq|DS&Oxpi6gmG8ADU%3A3^ZZ}_{vz2tqs$Ss#&r*>Dm8> zKmOkj{#Q@#|8>FN{_j%%Pqx_q?&|;1YW?r#`X4RV|G!SIx3{mB4Cn|{1AI00%2&+^ zOl~NF2{W5b_093?KNBfjk;1iIBKFgOnHy{Z5Umco(nKl)8E1of#5f;&2myUa# z8w1Qlrvaabscij(`0E+See(n0avbGKZxXtCTz&ILmIdJAG^NF%vB0Dc-Hz8B_;5?& z?dJnn0dX$N(jQ}*l=r?5uuq=?aQpWcv5ItFFU<@snhL$qIpkhYpYFLF$eZ^#E1KRvo3k+)keS>0G|Ounfy1%pZX&A^%y zjy5@YrTd;tQ_Ou1rw2kQFg|IDDYWwk?}yz-dw|1%7gZWpTr*Gnz7_U@s#Ba81}N5J z1fYR+0B2{(PkhZk#Q0p|7)fCS^?;WCBl_G7w}ormm=II$BK^!moAGkqLtmJesoiHBY9^{i!C>L0WwkdTDe2dD**VD zZqX2c_$D#}$l_F+9`d#`8EUCE`(2$u9FVblX-YjB04jD9cwfU7QE0AF`ro`1CeKVt zAHmcetP=$6IBxok+b4g2Ch+03c|c9Nks7ieihrQL_NP{%NNS|p>-fwvryrIvn9hcF7G|Z=vfR!+eE7nOoow@_duU9MBjGx_}y=2rJrBUX< zqn)IF4rLbbGWEOhwSbG8 z#pewNdcu3Hj05gJsE5}18ZphYR$vg%|R6S#ie2;1tV zPLP0+`4K%IlP<}z^JAl=nLYdu^sjR}v~jZ8k++qf1XAz9fQQVv>%b0>G*;`ZdT%T? z|Ip0k0_V{mqV$JH=IWA7gYh>ek^oF5{5B)Ac!CH z{2S;>f?fiyeBQ63vF^jrv^chMA>jWEq^46g2EXfxNVq}mA}&b+nD$Vv^6KGbLd`_@ z#$5JFYpA1|DV|Nn&<2@8sC0VZ>a_~O5Y)3*btzkB?MKkb<*K%hv%09iq8*QGU8daK zF@1O!tiz~ZdrrK&>ATf24I2{&F6GTP(>lmS+>x(K6e>Jq(c{Cwc?)_=J9okjo$slb0|v@)`eNs4E_># zJBaanYkcr%nkr{o5@vI)T**9D$KIV-e_)iWN@$j9;dJ>yAigw!=Zl8bfwY?CQ9;`f zw`8oz!k3^J4^q{}!U5eGn{+D=*F19HB1ZOQ>jP!G#q!HRg=R-ZrEG$~ayX_3mkJeE zrus$hCkL`~Y0fG9P*r_)7?!wXvI-4Ki}>*Tq?*ASqZsdKBUJ~HK)$@0eB4jtB-<@4`Jk@ z`|T0kK3?_1DZO#_O(pJ9{NEep-zur|mVX;wNeO550nEI;CHckAza%s}F{^I=cEvm2 zU&{sXdK?0NM~XpNvn&ywtkg2!q`3Cuee=y{bV(h_&6_q|*Iiii427FAU!(m~lsp+U z^5&PkjJql}7qtk|^~0(6be*qMrv4f6+TmDAMp>foY&6I-YUS^6e1^g|Dmw}+vB2in zcQHi;tuBcxZh_6q#Kb%=w#Z1?x+hu*hAoI(xo3^JN%~1^24P=@Idc2Z(1gwo3*48CH`73;w)4$CiAtWVv{Rm*u8rbRr=cVGHI8r@_=1i}t~C*#UBpxiNTaS@I;BxF{7 z0Se|gYqaPIH9(_Qzw2G}c6XY{$LV&oOX44kxM27}=xQE0tjNm!y99JV8P8P@(%Kv1 zQ1He^)1s0ZY3-y^s?xaKh4z>jEC8=*G2(Hb)QDm1gm|d?z1<`$Jb!xfu$Am*Jv#O| zrVe{AuV7hhwzbYmb8p-j{@^fOoI~FrBdcyMJrJ-tznZm>@~$R5Vh_V*s*aRBlIt_b zhdlWe7JCrV398xK%hWrP>MkRg7}6W(NL9-!y%{pKraHpAk!`oIj9ZMYqPQj7L%;w) ztpQ9g{0z+`1a-c%JS04;JxHIvkcQPJ#Dt{HEN<&lBUIVH7`LI1T8L1q%oVm@jw&sI zAie}MWC?XFloT@%#)-gXk1l~8HIP@X;c2HFkDeycQ%G0uK)Z0~zrur!Gxlxi;7V}J z4ZQ84necFul^i9~>Z4V3T7WA8bGT=6#7`C+%4l;v88EsH`A!Ukg7@zUufB8$Zbd|% zFhl=+_lAt<+!k!5gu3@ltt$N+{IG1K2wn>CNi1rS0zZxYL*c=#8o>PJ z`DT#_rI2D~MpcN_qK@_l^;5WJO%cKo8OdeDh!j$=;&07eHkAFK0kTXh7iE)@iO}uUkFm@}u znpsq7r(-r{01|MM89qpfBLbuOInQfi5_uExzTy6u&69ZTP@UlzOOWw@ zukHDK4N3%9VBsE}gE@DIe75+?s=t781yDI|GpU)IvKFmv?n?ZQv?$2g7C*X4W z(8)&t6?K&K`9o4WPl*tS^b+8>>uawA-)#^6x^TApaVKwPIzVLZ{9f_xk@NhYYfm!1 zq&!0qlEP8^#rpu^82u7)Zt{$~G#GfEO~BX8ozm&o=5+CP-k1D(U{Zb$%iSR5p-1>7 z$QJG#?cIZ~oDag*5W>&m7ebY@p1Ua)q_;m!SEPat6^-KI4OTkU4{vBD7m%_QLLU4v zqSxKQty50biS2kel;-`TFVY`Yb=`9QAw;B-I( zQ%XO74Iu`BoJTqiU7S?SjrwjbMBmK-WE~c-jSIi-meU_^)SYBf3qD4$VbW}O6~eQ( zc`O3k>Okt57*WTW%5Suuh~nh{R!~z@$_`*vXQ1XM>6)AD;9XNkc|&$N01uk=TpUl_ zOI-21nyO{Ybi3oeV(j0rd4lq zHm2EU6yJwvuXNQ2OF(T}5}}72zl>?<8ys5AG6~p@$5jOd4R5EW2dlvdU1#4%b60iQZlpqlsb0em^PLvwhiOe3#z}<%6q zi0A>oZVVMhfljULv#piit@=ehC`FCggk8()w&EkhW_0BUB0(b_V9=uMjAD>NZ_f)u zyM6$mFM9eX*S*kN7;$-7vr8?l%maR_^iXR}%pSKRPqBWr*Hn4eU&bw@Vuehfu8$S% zlvO+%DfoBi!>>+1e!iP5Tv?G^7!&6ZR8U~U0t|%m^Rf=fv#qHN`#)b?`K8H!uWS?U z6V3kQFC$5t@G!m@ZeTR-`LX0qO3%p==}5I=bFK5IuBX3z?2Ry&%@IX!8U6~lIgaRl zyy5&Lgd^$XnC%^%kl?#4AL+if1pThj=stkeo06Tt4(H$Pi7V!{8Hjb%G4qa+s)=I% zoxe*0Z_U2VdT7tCr9e$}Z~E0+de3KSsQR>v&WTShX2Y*J6v$@nH6d_|&CCk|d>sl4 zZGeT^!o>FMOby}21xOMyZJ%p8IAPlu8uNH{o8^Kp6qtFOHTL}IVlEw;=k@vXi5QK2 zvv{kPHdw+GMG|ZU}Wf;iIMu?ZK4>=%fq|FW(2h4ifkt<6%FM>OS$>ZgeeR zrW549F9|suSFHqWZAM|0_DwQb7|}<11g~o}$m2*{2@Zwfx%f zuw}M(3>eB*@$5(JW_ItK|Jr8{{G?t+zs_e|a8D(P=Q3i^>2V2)kI%{M-NK(KhyN~nTF=*D5n)W1g@{8dYK zRrd}T1sM!B*?mjZ0&Z_DK7{RHM7JD4fT7j(n$}h`M!Kp4h1oZv_>e47c>)9zSHxzQ z@WX~y(ie4XEc7v^3;hI=6^lgwoe5z8p66eRd`{^N&IIFuc8M~*VJDsF%C7@R=uG$Q zn5%mYLt&VM6cSj1ZKJn!1Z0a#kne-3o9}#U-3pgFf?+bK!E5a+iOSLpik%k_Q}rwUZ_>Q9g!8e@|Zk@Cm|N|3p{{ zDLb;EH8=V81aJPsnTJH{`!ZhFpZW2rH$`u7{6$Dj!XP#TMwYs|?;_Zn6$Ra*7jYdx zu2mOfi_@Agc{w7}*zonsR#y@&p7I z(y2WM^ljU+sR$6Lq+j}GxBmKg(IcZ>gzZ%Z|8XUO^H(NIF1P80jXU~oD>R>_ray)8 z1aaf@TeClH8Ot=bM@sxKXLE5-cqn^hQW^QR-24V(D-5a_rE%u<=2Ug3t5FNkyr6%( ztC&N~Ip6LC7Kfyl%;|8#*ynfU{hedyY=LD4EZy9(R=hY~ovcpv->2<-wB1AgcDt_tb(d14eWFYepE~D6VE~3rJPvLlZHF5eO)7Rn4980-`IQ)fpuh zux=Td<|>ZV@yP(}SoO`drk4Q?BYC*g2O)Uxkr3 z`r6W8P2;@P+m#AXJy_uy5Cz-@ma)h4WD@kvkwN-Se%oD_3W6T$C=V;=M`WKq-adSA zMm4JVp;IJP z-@9`Hby8;^(-E%{`ld$>#wMf~@SDUhZQG=Tt&?22bbzY+P0wlRhCjDR!^PhWmh--x zo}G^IdgJnxz<)^_`cWOKrT=1kS)XEDIeLrUYt z_^whmO+T;xdcE^e5Yn~gi4HVQBbyd^55`B242R_}6!Y1bPi&aG=2gj2I!_l6*Mnwo zg5Msrmki_psgbjv?kRyd6T8Ckx-ZsZ3y9*+eIm1I@9n#^YOzl$MJV?Ph!syY7@kLQ z-HvX?KXzoVp&&vrrr34?Szu6KOsYlCnFt>^`kZMYc!V?K8az*4$;WbWoX0kXaGnSmv7f{Bwqf6(+x zXM|zzE?P<8$NXVKCEQh~81FUu+?m+vAu|Hi>e}f(`CZkSU|}jGg|u)*#5Z7j=Q$w& zM__%&L>X`h8miO6VRkh(q6^Sr8%;)5ES>mW4KKk_bNq5{LkPM`j)6S_-m&w5$fnyq>1JWcII*TkOFqS9oMI^_+dsD$hAR#^|F@A zPK0T=sd`5ThJWpKI8{!{yI!}H;V*4I$S+jFXfO1)-BUmtyOJ;bm+&wL*@<};Vg{wm zPlx@y<*cmYAu%G&Y5hSL+thV^sUPQ+?<+ay1IyJzGS3oIqak=J&6+h*t&WnB~T)H3BkGU!yFy=jPqQhjizZU%CB15h6eH_@O_ zGC7bP>3{)dU_}o-mL^4|g_3UbqM62Q=a|N923)pp61}H=XNEl3M?B2wiiq;viEl~M z=z+eJAEBCzr>ev}0gXJ^7-XLgp!&fv-p0U4!E?u`Qofz`(6}i-BtRjnfJxJ?c6}t0 zhA*4!U#c&JgoVOM$u~GQW`L_>Rcm}HC)%^EPKLLl1SsGC48J`eX@&nVa5Tou(tfkR zqaJ_klJ8f>%8|y(Ki))Y?1g!npKr!5+$ex%Qk=JgUAxd6+}<6`dZ-Nz?Raz=G!zCD zL#ZUFXuTYTm8VImy@7CgX}!9Vm?ci(#Np?P*Zf69>)TpY#^fgJ4r+;cL)21&J`mzb zssPlzIc6JFfN2w}02_Cm2XeG6IRubmRTzr2%Tb=?)@g>u?kl1P=F`$DIRykqjRMuA z%+=VcUd{qWkHUQl<>m@+qM~)?TCX?y)SDjNSsdF3K{Yn^VXGX#XVm(tBcu|I$CosA z$zRiq3u(@6A_QYfhIhLu1Gr2lLpH2fdaRBzYWCL(;kI|j^5kj2 z~9m?VGG+Q&d$zL^R7&@mQM6oqZbKbHlw!U)(rYO>|7r`I7E)i zba)-+djjsypi%R!bJIKHA@KIhfK{}ZXn?>uYv=0|e+Nz!$~B=$ znEu|J5}S7<2hk6EEf)}xF-uo3=;oqQnn6_@eC-xXBl@VLCV*H#~ zTSiXHft%CliX)AA>5xk>Q)HPT8I&-?iwreZclYkeI0AyD32F+$b-WK(jD^ByXF2#`E82P4!jN>>Luz+OY-;9;V6*)ioZY3(Uyzp~f-_@im zM4;XS&C8C-m@m+=o%2sK7Fx$wb}|DD8Af1YOKPB%#i7@B>6RA3_%-_t)Zjsdy89D` z=Ur$xR1r1VIT7ySHL5(ZEy#+Du&)GK-`PUvoayouLbz0PJQg0p|uSkd?iV~z?aB}-u6~nyYQ;aI6eG8 z$StcO(K3E_VT@G(eKpPtkWp7=8Y_tRk$c1i8NlF0p>v;)qzGPQf7eYlRJ|q48I~o|5+HgiHRV<5876Z3j?2m zwI{z4v<3jIA%nYf)2cYa*cCZw_qBkT{R8Kpn>q3f0aUULkt)R$5HnUY7W!tZOXF>j4xkN3zKpsueWx8N{~R*xCkbRMB6 zQXCOY#P4gsF88~Kw0JEoh1fBY2=E06&QFAc7j0@)V3=fY z8?U*iRl8CKrr3M9Q;*w54!&-&I^%!d3iIPG=a*AG5vsC$X{kGZS~=rG60|2LoiVFy zdgS&~fbJBG1T=VWW>x6(s@Y$K>A11p;*e|6j0I+0eH#EdSRZ3#nyzRHg^^p(&{6`z z1nJ~pirJLyl8#=|Gdj5{8e4B_F|PWf`KO<+tY8Swr<5TT~*dUGPh6cqWq9au!I_-@Q~p0xwAc12L7p}p5z=S zJmk*ut@5&x>FY3-;%`goTlZoLU%7fvEansJk2w?ahgC5r8+_qkWX#pHRyiQh zwC@pZ>P>)e+iKLJjHz&1^_$+=iY~w6Cj`(}sQvEHk4k@xcUFL`s_l+)4|dvv53)AxF7yno(HsU7hD?!*`Y|3r`==#VWx!3NRvN zb7H1=Lx$xSOgnlh^I5l*B&LkaWnl&2`Q-^F5B&KRUXlX4D11=0TR)-)F0xm9n7c`M zORs5soJyp)JUKE%Y)m$PrUYrk*sq3}8dViQhuNh6DXYJ3oz?d*q>0#=Za?xtm}ysL zMXQOMHwKx2)yNu7eu58=B72Gf$o2z-MQD9b|2=9r6lP;-RvJKRx}gT5GQ|IqA^Kr| zwHMZjKf>Z*u@KNs-QmFmGCjb`(*RHN9Af|yQ!i?JDp$rR!hi54$CC2+Y+z#9$Yz>r z19`DC`01>@sqX%SK!bfpIqk!EgfANg#_q{;8{lioFnJi-#e z)<6F=o_IC%?Rknh-Mlnl9l=qAZACAc>}BTD40k^4VH&VQ?Ujm|P}tMF`TM??t$}g7 z{ngOl=u{BzifuIeN@4Hq+L983DWBTN-7uR{88){Zc4H@3^WNlH4zuvuShwuvf{{BO{h_D(sBco*B{0;cI zJq;WZ1Grum&>?v)q4rfrwYtv-HyE`^*cPtK91Pr#-Q5AxhHTxOR&Y#%;L4WUZXkO5 zru{L{mg38aS_;5o-VU;Gf!=|R)_nPWXBtS&!IGTSYss)Zk$uFCv`?JKQ5LbXwa;L19Y(78zYn?Ab(x|8l*m8?f*bfC9&LG})6RT>nV^Mdiz zk5p+-UI|l)$@5Hb*T0p=ASE| zGGPD`3PQqum`zJ7_M0(<0+=J8T#faOAb#jy@{wd%^_~S&2%5UhNhST$Sc1=+H^K zgyf?YN|oI8^@gYKMFF9qhj4LbpMJR606>nyeIi$e%GqqYOMx0!DQGPh(q4!C`?${L zt_8C2E?xZMJ)o`*GjFGUPNOX5h17)YS@cIcx=~7jdRnq;Xu)~3!6xCN86tePA5h$n zn|cvy*j;Grb~oPt0X@XJTVq(w~w$CY;@lx#{_B!Q2cw61;(K zT$fm7;CYJ-U;zG^q|hTVf}${tKo*#30A4b)@`)?sOriEIgA3n6?3_Nz7C0)jmG(Lp zJmb(2=TP~5tX-F@*Yca$)=;XA0m{@eba-b_3nQXU?V|m#n_CY z@9N^Ek2}7kC_IdaOY3mVl2RAB#rn^s0%7|CqV$KwI}!m^D?MJDJEz4+5r36v#4L-g z>v*2vm}FLPDwAMM=8ykAK)E7ib0)Y0qswm zp+Ej`Hs?T#8Ch{R7U{eNm=#5ydgE<;5$)PHPK50tXRa#iUwk)l>PeJ8?2lb}2}l5N z@5H;pGIWo0So7#xWLYs9P*nXo7@5*dcCA#Mnbgj5*W4}V^Zjk~Pn@w{tY3+ueBxWQ zpvO^!?N3Jg^Z?4GPbN@>kQRVtx2Jjs)PZ;Z6{fX|1vdO6l#|1&7h!%kPl+h%Z34pJ zz5I2y1e=w9VB%bD4!vEKU$E5E^dJ;f$Y@#3%RKuF1fb3!p_1txRtAqoDkU+6C4)=0 zYY7bcvW_8{h)=5m74#uy7t(bX&5-X2pezpig-!#D0dg!UN*0G+nzDF&6fR}_byPE%yJ16tvrGlwABD}qFAKBc z=m2!908H!{bLM%3dM{-hU=G}_4M%GGu&$%ArGmdOvAbbZj)Y0Ef27=#Y z7@?*TrH`iR;2XX(CULyjB%~es3r9MMVKM6x8vkZ3_{;2DyMVd?7My0#CkK1)M+xPl zBGsu!Y*V^XlXyG7Nu}RTE5UDy%VP&klwPczuJy*2%5!@Z=1YA6jqLM zcuAjvBhOnkaoZcm{B`&K5N8t8Z@ZOaJrTPD(CaBk9bc}XL`$y;-13K9*@dSo^BTGq zuho>a2Gfs+1eYfvjIZgF@^-1`ukvWqat&FP&Ch@-nBrRtw7^2*UbB^)s&7v;Y{PG? z#{E@W_rZ>|EF$sxpZ=L|ZN%eo^An8@!}D2@@MCAESxj4y)0zzNU^x1ZOFljOn#NBP zJ09IKO6>T4dA3~`C1`p21X7a2SoTq2+NjFokBM2OI+qhEnf|s19rx^R8YS?0j8J*TIju5dMVw!o=!X z6uZai^(&M@hUT*vis$qd#Y>+9jz=Vg8V-iyc8O=36t9T=zV!em*id=6fSisTw5A!a z^fsHqfzju-y3=%fr*Aw)YWA+xij6bID2yzIzp`I{O*c&OWQ}U@BB8Th7^rfNln$Hz zp4Eud49mI=K4g|e_kn(qFN2fi;=Fgs1+BTAwm=tYTIU%4#!zsxQ4W$8G@~F^^k++@ zgDl;qpATD76H^+v(wUKYyQ;ylUhL1(4_c{ilLb>N4|h;g!WpOlY45$`70`?pAV2oM zdjxu&<)u40$fh_&E`vsTN2+l1-<`zeYAZUO3!fcoxAeG)qUy3b z!Nt&#;d+L+mNtQDv!E$}C6GTAxRf|_DU>WBK$|*F`@`mONGzHT`tDg+K$5)Z;WW^v z8BgPFZ%<+44a-Pj-+b>EfsQqV)}Ox>8p&Apost`(%65Am)2GBHgu7>$V={MDnFF7q zrQLhNuM8We_4%r3Wn1N7&~f0RLF{QMcaY7mUr1PKZ=v!xXU* ziQ7Xqtb{7LmXj#CISe~Z){;&0dNG#&ZR_{X*D@%eT`+6IgcPK=0YT&;cP8PWrX7#n z>6?zU-2qgVD;I^Fu2t;lo?IWGKEuQMEaI}>u={n1_uOX`?w?Y+%o>>Md>nLs_G;vy zuRv$e*UlYa9bdH(z0*R~o(*weJ~ezn9C_t};aA&&XzdU3&vE4ogIjh$S+2%*@-;bC3 zf^=^pqH_CJ;&1#D6zUqJ*i^NnwU0(Hjip7ioif6l~) z&-73UT1vA*)%l%v#zmCBTyT?&+wzU@KR|oQK(5HBPA6V5I4;;o-Ny7m3I5kbHcb67 zsjdXQhJDCL6gD(&AK@}jh>Pv~ZF)f}j4aZ4z^1SzI}IUm`hWt&tq^`3^Hap5iyY6=GIzG#FC<`^dMWb~2(GTL zZg|Noj3B?#YZ00uh&H*zeJkZklgB93=L!1$t4yLPpVIWLEjFuxs3Ul1>e$Mi9pUKQ zeg_TUC*?A?*ik0_;ccE455Xaix5^u1qke9O6zoj;H?)-H6XGJiIj|6|&FS%h_fMdq z7G1TDJ2jNFqYc+AHy{t7$aLV;)Pksuv5V0;%$2>)L86=;aS-XAkh@SS8`~Dg$2#mr zymzhbbb{@w&dmqDpVTJ|z7uungnSVZyQv_X#aAecd)M_WR{IIQ*1O@mXmOap^Wzcj z$n>DndGUv$O;=VTrKtC~7J`G`U58V{>Jtuvf{efyU(mlYuI<|u0KWMWOS4C;!vX6f zDEAi+L9bo^Po1$tVyNV^c^)PD1ED>8;<4stqs8_ix`Zd?Eo|+jEg7 z-GO%>8id-MEb|xr1Ir?~UN<3DxQzjt45CEaHu$<}$@SIX$@M6$UfR4rIL=AbEbfr) zS=yg#*3XHNqg9{`*1e5_V+7;0p9HkG&GrM>$heVlMYQOS0pGA=NpG~9NIy8m54pC- z@UHm|cRoi(yT1ange3$^s!eAO!&-P0?41e=Z1xTv+yZ{LR0gs3L~gv>!RRntYr~Lt zn4N(sP;LK0Tz2bPkYaFS(@^QC3+SOe>eN-{8Zs-F+g2uiJcg&mdty9)8$b^P|LPy8 zRh6wbp4ZnQx%*%ukgEt@UYV}wP#|RhdahxsuAY51UqxjYayR5QLgQ!vQ}5_6;_YLG zymKf2%eTp5A8u$+BrQ-YDtZ^hct)LihVNNoxRUNC^@2YA$PZ6k2cC`jxVeCFlpgLx z0kIL6p7nKYz`Q(K(=Ba#AktEZd`SP@kZV2q1^4*FU(ILfG_t!oe|;RpRkBO&^(8}# z3T?z&V*{+rZPRF%lvWnNjB~tR*dj-xMq#Fh{FuaDzm%hRW_E~-fBIN)(fAGune#18 zF4)lfIbHia^SU#?cFPJ1}iWF>x z?y2Fv(0}3{`|?${?H?}RfBdSHcnbOFerth2MGtW=5}^^N%HCtEGxflfk6y3VJvUjx z_Nn>nrJT^q-;$jgCt+DcMegQDLo4ZsMo-)4r11zn`j~42f<$3%gRQFX@+g&j%$@Y` z!bJv%<5KryH7DV?;Cwz&vzB+Oj9eJWzjXhD-~o67rn}T(Hu=2uKD+Io&i&^Pb$#IE z+}}=R`^nOZIDTX_J6Xb0{IEQQVk*}o?qCm+2$a+}*PHw#kt=FCIgDXRVA_woKYpRi`<+jPFPb#1q=T>T70_D|737JfKtrmUL;i?dI-}wtKNipV7?l-QP70zb4s#R zT+599Oa#^89K|g`k!TI`hIvgFRHYdrW~vu4{zdicoc;^p0!0<+$%ot6y4>Wgp)l*c z7Mxhy%OR@iL@|fBX{+?e%2#RRRZYiv_4W>>g>1*Ij>0g=M8t$?0A#ByE z$-RzZW-AqnqHXIBa08#6IUdkY0EgAAiXw)d0=Qd=M?HDdRYvvU?$)^o80i(%ZCS$$ z`T zWLzx_mGa@%4%?(Aj!K8qZb$I_q#!+UUQKsihq~}-GveWl>_W#al1{$CQX0Z8>f}%< zvKrQps9BoJy#!O~o$2MMU%Ta)5yFr}O4mP*JDEI7SL4g3Y|Op=Ud7QFHRl#$*eH#@ zW}o432c&D0sPSs1sj>%_X^S26MrWWO^hbuGiabi!y@$O*_ zcEtay5RSRGZgw`{=v1f|#|hMNZ|-wB^D{Rl_-fBG-(NDB{B+pYS)|dHD8F$E zYHlHqsvZ8!959OE7M}Sjjm}#_$T5M^%fXzl4nPZ7%qz}5|7`$UR|>JXoM`By&=dir zomIxI*Em`awOGvk*VIj3vi2A%n`e$_D&+%)La%0;{Ny+7N(#g7>pitZ!gZk`EHI?V zt!D(TnJ;!0HIBBPb)g-;d_$)&VyRG8G)8w^Q8u z^%uOaU}cF7&%B>^GWks5W}|({71)l5{nyi>{Ymmz5Lh)%p%$qM4fDNCmi72?@;B}5-J#lo({(*A;(N@F z)#p{4oc(V0)W^idUaE~G>vXrO#)DGBIgwJIm-8)FS1S|5+P5VAGZrCd^OyK_YpCJM zb&1bz)j4gJB%k2U($(#!zbairIJOpVObA*_M#dMuSnH5vrLry%ZzmFseXF_9UQKnI zYu3r*`<`8o!eQk~0FDF9yOGpe?t1~D%%I0`bX`CefraeDlit)V~Lk)SMBH#m1S z$Wzcx?j@$fQLXhgb(PQIDYEFLR)GMT^xCf*>RcT?kuwnZybkmrC;Z3FfCF8+H^u_w z4b|NHm$=g&|3pmpuqd+WFc<=^kWB8Seswl`4k z0mibfJj!9t6c?fSaZ-GbL*-g-A z&x&$h)m5?WG6|c^lR6a;J%3`?I(l_sb!2WYw~P`m(&wy@be8bMLd6QAr{ht_@C+|& znJq3z@71f#it$;5A||13Vd?ZjYys<~m+6zXzEy`l8@171bD|(N;8{XPcS$tVxsDyz zz9^>r92s9f_wrM$%R;}3|81F*DH^&u7|H6_+$0x1ZQ69X(6O_XL@oqi*gC@N6hegm z)ilWSf)};L1J~?+XZzkF#Y@IXzZemzZ_%8vk6^2s)99>#&PfZ)j2ATN;p%S2|EB-@ zOaWm%=Lw)QH@NwA@|}B=WcB*FB<`n%L`=!fP*MSUjm!LSu3jL~bCmv}pxL@_0aLyL zJzv>*pf0l921dJ={jLbqij|2FDDoAx@`y4{+84ytga#*FrUzNwUtvA=lI4`8Y{6Gy{b`>n#KDXw$y zklD(XxG*Scr(48oj@yKM|2PP_kl^~S2cK37=ov47VmVaFxEh{E!zA#?s=$2t2ly^F zCnM;~!g^Yq#-6hFzOu;Zb~qRVTixQA38K$lo)RV~&dTcPK>d!4HzC{Y%d0b(e`vRv zsc~DW1svor-h!UNYj|cUD?y*dD3#C3YD1zN>!c~h9CaWY0d-eexFs!F#b5_*FUp|H5 zvL;O7iZ-U?=F&LK>VnMv+#a=5PfcAo&h04WSYB?xWiPDMtuPCE!u)r?wp|I`my?VW zBn;;j-82pu)GHL(;cf1xL_(pMZ<&se)NN$9pW5Fu2obEq2r&`bJ0-bSIQi%_u)^wW0pGEFCHXM$r zUZnFlv#vgJPj>!3Ks_FCmn;6-&*f<%?5}67}u!$h*sUk+H6^JN;aWl9k2jj^1~c-%WEbCbWyOTBPe~DfWgV< z^BoGL&HE&O0aY7hlUbO}rGu#UH#CEN~2b9EW&3U^ekc*FDk1-GP2@bGaW*Gdq3r} z+=B<(y)zSvYnrtNKk1ahRwa-n@96#B$xe234dx1X<(lN~^)lBImZr7S8Q02v8hk|G9^PMnDjD$xjNZHPm(EuT`i|}b-OJzvy?!K#is%Y8eyphPm|TS3ozNVgsoGl_m;0? zL9E>unLb(Z3j{#?P2%XZkC&wVUUe5^&50d;+IxpW5KjV z@SFW}loMq@JeP418X=T?4Qkbs9n!=YYHYg)3z+ikgA?3`ukb6AvOnGQl#;ekfqJG= z3wjkAS4=gyo-jC0mYtPX)=d5_HRWYk<@cm@_hq*$G+=!(n>-qBdDoeyY;YZqc3fkaM5BnHx5du|JQP_>xX@XUqhr1|_fKRbgd%oH-+22j{X1pNF|MS_Ed4{*GS$gcRy zyZmlrDp_T3U;Vvd!lidqv1HzMPlE_X#n;qq{F{r?2k2+k2zOdx$^osM-%#$ompk!n z>S9l<#WP;5x3~`&1XqY208`)s8tK*weOp7B!1H^mABWz4Xq0mLHRLZtZ^wCai=fLcMKyg=)4igm zXFBUFLE5;w1#BTqyjQ(cVL1VQbvCf?ANI{9r_&wT_59OdyG%I>R~qg)>? z!o7_NgokuCNQvNkb!*|NWe!#Q$ls$n|ISPOcY0$GKc(J$(hui*sKmfw9VV4y77`>U zdl!QHX!dD`1P+Zdwj$r=KMa-%jNjwAa!Eey^P!wHWz1rgL3c^28W?WnSaNO6@ahPW zo+~R*MKjutcOhuxggg*y?Vu!a(Z(z5# zS5Lxkzzn+>t-b7-c10-Ta#X7O(17v+XE=8wAg1!j*gpQc7uvzK_${h;r}toodNOiJ zJK^~d+jWKj5!Q^74ZygeYsg|kI7wO+-H&vUn3)>u7j;Y8F}7bsA`~S|EhOzyZ#$w{ z*y^BhLT=28dw&g2H_#Y_TO~2i%}stA6d`qYe12E0%Zg+y^)ri_&i zg^d_Z>gl+S9DB@ml@wgyw3I%aQW##@-c}A{AJnULsqrl{`?JEeTMX(s8xn5G0d>z9 zXF-d!y^MX;+vXC1PS)=C;-Ay|eaoTI%)G5)@bq*Yvru)$s9W0;d)yUzcd=;g)z60D zphn)&I6MFCxF?1zx`TBmaPP>;mVD>kZOl0Pkww&Y(fa80oYxp`DOi)^J@#70UN?j6 z^6KN0fndeIq=y5!w8jDw4?0G;8Zog&H#}|+sdb(|JVl$WN|&1X-01I{GbWdAB++E| zKed65=69|0fx=v-g7HJuJ`5m8Y%YaMuIvdU9noBMLl!jH>1+!MN6LRKBu9eRkxz0BBp z({!mHr9yGAy}wkQSY*sBI=uOH3+)ph3fz)ke@Od{)}=RMqe)3=TNJiRgTH&Sbnha^ zVqqixWnD}SxD^FXrKyG$4``=py1zb>Tla_T;tHp6OPvM&|6KJz3V{%6R7Hm334`fh zMlmM_6;YDYRIPc%rBi{Hv)eK(-+p9{!gtSn7DXdrJfN=;csWRe(r>#;2K6C1${q)o zxu-ZsMv-x_zLO+o^xW6^iz*9OBQBW8@}=3h8;cD^T80dXtKZ;MCk)QF(&{bSXX1dj z()J<)`&z|dp!;|8e5(lefeFkw2(|AEvaPc+WUU?AbM9k3-G|OmJj}Hi&u#*_O^wkK z&LaB^mt5Nx#vehF{+$J&o#=#Rbb#Y@HJzg5Us#U`4{0lzj!tUa2LtY4`Z9u_3Xj#) z@jzkIoXtDg{k=CgPaUOHnwft%dgALOF%v}C<@)02u#ykkHC*S7v?Z-7l1AiLcIuCs-5mFnP`o*D@<*SOJuO=GtOQ}bT2|mO=A;r7=y?Oc?WPifWLc#Zx86CW2^lAr}`l6m$ z@9Iq?Zs&>Y84x_5e)BNo>}Ba|iS5@m(!RNs9J0XVO*s3lfz_RYFDiAR1O|^Mb(g8- z=v=i~5Y8s)0Iq@xd;_MKuC)}Ol~}-~*r`v*8?(NDkXRk8P7JRV@^~d{CHhvPv+5Lb zB+EzuL3=S@ODlNpZ&%I4-1C z`jQV(6m^&Oe&a!w@Xa7Ld9t+ZVj{hPP|Dq^CKVfT?j4cJHRev=)O$9z*r-Uq8{XJs z_0y#(*LQ4Y+L=MBNW45~{W4_mteaQ~n2U?gr*A;mT>6UwUHjOBbfm>c%ujJTyeK!? zO&*1m+XQT;l^PCdO!ZCnngaQ(QzIHDRLr<>7 z2`cN+vRmjop|dVtn4(=0=@eCms4FFDkQzi!N(gz`(7!4Z#jS5C+wb1vb%vPD0$|tI zd-+RFPvP0_$h-=nY^@1j2@l!hU62&-d{Hv2_+ujjJe}F(b@|*Ew&LHu;da%IOYy@0 zm3aJ*u|*1-AQe&RSM5fj-5=_~uO)j#&O|%`qotAFE3d(kZ-LLv{fo#{c>RsycPjtyDKGM1%=Q#KI7{A>X- zmvPqc5WgyVR#_M{HP$+c#QPj%R@#)$F8$$kvS#9D*o$+%N?0wK3=)05u-!(aY2P$Ul#_enP`R*D(37oNf6iNd$qK??P22nNcxu*8xckiueiIInAx)$W zu;Y{Zf<(vgat_P4G)#)h!H0j|c?2Ng)I!6F4@=n!*H0Q|Px=?3AT$z0S=)KM-ZNf| zUs|;h?{sBvdua5f$DR)C|4$Kjjn^-^k68-RJ&^rTn}9d8fAM_%tjA)!FoKGF2g9H% z=g%2&SOv6HGTmpaS`InX>8x1HpD*onMpc>QkX9(32?+DAgr#?hrc*Tu2RgUWQ{ATH z2MtmOP2*j5wC9J=v%R;%-vqsoe&dLUOnCD^cBk~lcI?iEJ2CR!8|l2A$=)|98R1mH zPyU)p_$b8|*0l%Ux*f9e0cO}SKwI*?^@%ctgQactkoUW%I!5`ysQJ5g|K3k+_Ex0N zZc>HI9Aj5*Dm>%$ zdAmKVY+q=Iv)r@g|1U&aN^eHwF2zrgNgej(B(&)`)M9E+poBPRprIL|4vlk(uzV=e z_CpN+`GT-=)L=8B=XTDG@VgpIGN4nObF#34u|_$0(;@+#L!fsOCQ10+)%RNp%|eRMo|ip={X`Qz;lJ5q=enf$#f7LeZ6EuB8~{HO zuv%QtHpCriXk@S=(Oa_EwCMiZIEi$38rP&$M}M zPV>>J)V@d2y1$Kt$cU6pt;f!ehCDv9B$nLZc5GK~SN_P<*<*PY89L?SihzgQpIN0o zn=us~$a%66_vX1xXOsFVKxKAHBRNc zvIo><-cQHh(yK?sNa{c*9oU{B%6#uvS#F&5Sc>oF=xNF)Flk3AE;vb#qVqYEwqpVV zJz~n73hy9ja%L;Fh)&E-yhVdiAInNhj3z|a1PvQ2LeWjxI~Avu1mI#LjpG7FknnwY zhnf|QRUBuS7)k*m>_N00YvNdOe~Od^WN^4;Fk{lcZ} zR2Fmnx+i#_F42x#z10udQ0c_U^qWij4cN=HL1JeG$V4FHi%ZWJF$Socwkt^OqQ2s` zBM^by|HluR$08f%OgZJSu%cd&o5+!z!X4!AsU7PudJxp1>EE#~A<&>E6MUMzEC8== z7!+hpk`*0jX}L2+(RFrX&!e={_)qG;TwE(RrF}H*3>+@nj;YN5g4ngu25WN*chLJ> zxzZm5c4)IE98YBLUF6|s{bFO2MUTu5P_eNa>3KO&;x_i`>8&UM)h>;*y+0np=`QGv znc1e^4I}(mFJ--z_?~7ZXPlJm;D0yiK40lO>_a4rI+KuJ)S>5XKlCermF=s$u8cl>aQ-@PG!^Z@DhGy zS#V>!asI+KvhI?A-Juh9W@YDfvtnq|L`7#7j zU?6JhJVI|8$llfE!4@JouT!8W{&CvTq`|LQ+HNu7bfBahTHTQC-isRy%Kfv>&(S*% zcR=JiM=}#)>`~pg?0fqlH94*_!Q{CC{MpiC`_cF&!ji?>m30Y7-acHaFP(IdQ-kb! zm&sE}V!E2WlVk7yrH~*tc^?-ai~fCk$eN(f(YL)<<>|mTf_@aA)f#shJFJ$LBWII` z!M38NiVVqRzw;MTJkBs2{Y~I^vTA2Yo+||==o$T$gN89R%kK(11-WdH*X^%w1VGI8 z3c~JDiJ$9cWLQ1Iei#)laLCqc`HB4*rdWP)SHNuZr@iJT91?gh#spn<&sjY#pLpq= znMgk&MwKNfJLc<%A$4#iFL0B28R;1DN(mvD?$nJhqSS=N1@(PnadeYb4OPQfeU>;y zREbg9QIY^GRo>bg@ZK#g%qq3P`#(XOF-csojdSVMi(48Zh_L3brvdeJ=JxBxDUF0R zk#OtH{m)tH*)##{Oaah+WTeT-KR2^QUI3Lqp0+E=&g8^kX!YUQXeUVEF&RrHp|j^> zZw3dk(^{5VHI%w>hbu4{``A769`0%nCZR!-Rl-{RR1%k*iIv@@3#10A_DXcIa^U%l zMw5S`?ZYy!Ye|W_cBZ8 zP^8l2>}&!)fUId%?ax+boOP+h(?;S~DrS2&dXbC)ePc$HB8-nOPM9?zmWoG!mTOxU zJFO{m%V{^lBEA2;u?N`9*BL_@${}V2#tl7!KIVO!wiz9l1gMKy;RW2kbs7{u%}p$Z zv6gwp!rP`-bQ&E#JxmDK?RjnIevmnvpgNl>vjN1y?&&8pD?{cMoMbQt^rFBXmn*c= z^6>$}K4{zp%igi8=BrPo{Cj_xMp#DcH{ROn$%dAbO!tW3Z0Ak@S{Epm(!Kke-6&fE z##@mqtmf~#xC{~E-uJ6K#x4$ty~`Zmrd~36PP*l+J2VS@QXeTI-_1&} zULhQ%#GN{O`O{gI`f?Q`fTQiJvp4<1q9G|9Ga-7`nye%K?GSlo=)S&sz+Aw|RwMQc z5omP3u(`=s(4ZDkHIl3DqX!oreqNwncsM0-d!YwnE;{jcvf};>IJ>L?ugIG#MGi!f zVFIV`W>i@)s>POq1RB2? zRDx(L@R~Hc+L9`^DyM~HEOZJ4g1IkdoY=5i9O%Sl+-qs6p#WJ4;ISV5sJ9k&z<$Xt zbJoP%g#!I`#9r!tL=&V3P{MGVfeL(Cl$#Xm@b!$JT~PPZeUj8WMC#g2`)qBLtGmX6 zjj109ue++0U*1G%wraLEQ_9#Hj)}DspTk!f9hfuK)Bs4lIcW|ibXea@5c-t;V}|V+ zZ|xhT3ky!9`svwnL3HW^;^Njyb$d~PD3zi0f3%Qm zSx>F;=*JI9g*3_Z^O!1QS0E8de4$VHtstnVtUV_!W8Ao!6}RsxVpi5L^L=mQMzA`w z{O`CX{5zxdwXOBoyqOPAcxEROpUsx$l%a2~owMlkk@Q?|zFNl5RG?q$GHQ3W>~;hv z>=ws6HgRv$+`bB-5%;&40ol^fZwW9&KvaCo2KN#o7VG=<)FrxiPOkOXh8>TX1rKTE zGIBf_W0G`lI2RjgLipxwFZcKPp!k)&Ix&drFoY5b(v6V=GSQd0E5D$BktXoT-9N`L zUyc0p`|+=Z)opyX(jJp$Kcg4#OdY)>3dX>e7&&Ho<2HmRTkUi7gY-Q1BS*=12;GLV z?Sl$w=x-6jpH`6L%stnKlscW#Lcu%*6Mn3;IF2_Yu7V}tVtJ$c|78f_d`-kv`i3iC=3rPvFID$Yo2x7-X4Nz8=7O`t)xJdW zPAy(>g^5*l#E9vz61^`esyJ?v{Utq^}2z%BdC*axj0^&hMmK{ch z-9Y2Vs>Bd+E0k<2*IDSNvUh_MYH)!jW7`iDe%DTNMGf3DuUrn#kzBJi#wCsDB%JR< zCTk_FHdbNlW>=M4H*abyZUr1ZuDQLJd|GG5jOD)UJ7@SUS_sIZ84cia%TSI~EmUwp zvZNRwH7A{Epk|ozMW`+DbYOmk{HWizj|9n3ra$G8SHu{Y9NW5F`g}X=i!0bV#9A$uzxuvg5TgZeCZjLV`zy6Y}M z7^mBB8(wy|5b*Ko+qWE_h?uk>F3(pBUXZ0t=B+Jm6$t%Lp^Hx*;Y^l@oOiykJmmrd zw(e3cl7HB>bUCj=#E&uJowZB3uxs*Qhe~Dn%Xv<=Y$)J<1bo9OAOY}Sto@tgvw8!l z$i~r4=^IXqgW#+fZ^4MBq3se`S$UrdH-rKoT2V{-fu4$YofD{9@23@=P6yuZSu>>9 z$+$gCs^NK0)fLe1w~~o&DEPN^-gw+DY!!e_^TTvIu8-uZe%rTlg8%vxy-Vm3QccmU zkh9)64p>{pQUyJVQ-QQF));pQi_3mf=TjgvB-mlaR_4H2;3(q`9AS8R~6gU@|| zC2xt@J?1w1^*zsE`W@^z+~>{~`~|^H^3WcN4Z(V`b@irFYQBTd6YkE4k_V}M0`VW3NoUx;eyqc7DqZ#Am z?kC3IN(n2Zkl=a4vm5DSgr${r(vRDCKVN91q9^s;qp6*!P`OSrNR-ZzkeR#vNjN2WQ#fGZq1P}9mb$r*JuqUf>GMk8keUYaAX0DY?0PK!%wjHR ziJ*wN)o+?u9tV4ZK4Qrwo*#R|7g!5a!dPEDkKk-7G_*d!O6C`^mN^P|&o)TztluhV z7bbRV&b(rVnq_dXmPt8`@X_hkmV^sBb`ye=NVOFV{D}M)PO~Rr$>o!OL0`^*De3mM zjE@k(-^VpUG=-YLZw)H(l3ck-14mNpIeS8VT7fJfS)i}e z)!$vuG*f+rWk-_ss!;W>w*$ZK;PRfPQ-k|+hMG6!7eybb5`5W%b8gh?kw)6%biNIc zwiqD)6+d8i$fd3XZqt0!fg3Sg-{IKUv@#TgN+PsnTfD6b0vx^J)3tyONG>I)G6V^y z6F04+wGcggR#XdY%OK&h^aiww8>Kt!1`l?Mq6}t5uYCzT1`4)4VcwIHwSuRO?O0jRV$^Eq{%mt; z=M!=<&9%7-fE&uu-$T?hLR>y}@SRJ1(01`dZ^m2No*QLd@;p1D3*>C`Pk>q+B4MfHMD z`VP_|uVk)&oEF4t311B`aGA8Wv^GL%yT*Z2Q@xTSUfwCVXnVGC#fkB4Y*<ZRt?B)&b(OrIXP1VA(+L%icBClGm(JAZoV#a%z8w5@yMTOu zVhuJ8Ti;pVCmXQsmX6etS&Er){*cv+yVl*Qn_OW_=SSL4M?q-e&7r4nD`K4cgF{e$ z%i_xgqftMF!kRuLzkw+Vl!&zlD;|8+pD$${-|OT`M>eaO=3ls5%R;!$p4`o;_@Tb~ zdfh-|Um>(gMzp)8{EAgl9u`r4%>s}}xaz$EMBD9nALwk4_6+6WAtwFLaBNrSuKkXSy0{cYc6#> z6(;TED<*`S?$JLaJXIG?7i`#MK&T5IA~Y=n99RnJoT9M1Tk+O(Gx+Jm+W9^ENnQm7 zXv=THn`t2=XYE$i^TA%obp>1Jox%3jjz@uP)V#(xhHqVthVCwv#~pRnI;RcqKz|r` zG*~Yx>qROYKRVjwz@q-Z%%5;|ZKvzwUbc^>rI>wsPe0Bh-eFk9={qmbgiYD2V}Vzx zU^e*W9hPROHs<)9y5nYi&h4m=KMP~md3ZXteevgrMEGo3*QrLuxP6vid zoGh~5`6*qI5#OCawW9Hd#m#SbI@cr04P&0KyLL1km&JbCtN{cL@tr(+VXTPk@07hl zpu-uhuaF(uX+I9#UAqW>5J-PzLF=IkTiXPqSUyP9z#Y@ARa&<&mVZPsO)~B?;~*JLp&DgjBjskjQv`a*7sQVuO?H|i6efPLbh8^%Ya@k@cmm6ocT zZY3mp>SHl@&V~`>g!(nvTvE7FO>I#2ax(2IPfW79R4; z4aY=>hMkq52eKO{7p<^poyPN~t9z<6#1mjbF3^nI+B1mgO9 z2tR#a1{y4@=2_?ESHZVe1}|>+Z#UuF49G@vFRZdgOP`OSz4<=+2KY`4?9_6p7nI(w zJot#Tj+`ZR>d(dL!(;9HwxoJR+G_XPcq_N`tgJ@!JGWCD@}K)j(|KjfD|(Lq{w+u( ziN7hF_WEXaOF>y}+}PK_YWk(dowG?p)7j)=AVgaVTJdwvXfoqsQi&QHAtgh%Rk0VR zc6ke;<6w&lTSRE(IMDg2o+_!GVI==av2bUCQn()hbAWVH--PnyABg8DPY;gNR!9irGdKr7 zdt#LDrZ^`e|Kr1Bj}EQ0U8xDvz%W?`C4tHxtxtk%wfl-|gycIAHZ+_mEYBdZ8XkM2 zv+$=kgET}JY&_;iW;gCMK>m7G#SNQr0-Ker=yGpEAyQozCuuEqm-=5e8G8DGv3ERY zWC~41_|!yK&7@w$7xwdQ8twSR^S`u;W}cn(LZ=c5D|^#e3>>euan+@-F3eXza6B%F)sDd@H-lLn0l?>yTzrbYAU|qP` zFuh%&;Ca|6UWkn^oKqPC2}FL3xf7$sEd)@CHjYXeDr4$Z&;s|v&egd;KNNKl0?9v& z9@QAT<7<}EV`dVaCR`~67Gqfg9%~M*Tnl-S)+(W4sgUA2Az=@kWXQoCt$$W1B;)~w zf~2lnCGVQ~*e}pQSo^$8Y5w8jS6-gUCE#A)80UCnhr*k6pfhKO)9WmST8Lg`?z;V{ zK?il|2zS9oV(n%;?AY|_Uvy}156a(i&C8Ds-Cg}GSK4Vsy0sNYXfzC*Rn5`f`?qrc zuHl(rcGpK8=ohZJJ2Y+~KW_|w?tvZpJ1m4l`=gQTkr`8s1z{$-J97R$2vu(`T#xRL zsxaY&E+#LK{?lD`ep9Te=XV;-xE?Nelv|;&=L(V`h@g1yE+LEhpPRbZ&g>@wh4Ql7 zb|m+f!0dLaS&Hm;`JhD&qd$McJoKe>-Uutq=S{kbPp{7U4qL**b)yvSy?$OCXJA#c zIS8A(e&av>M-lonJ|+oNNB1%pmdW8xemt$xZ%2i42K%b8@sWOuJi`f^4N-})2**Yl z|55bZ4GXpN^yJ%p(jkKXI;gvPM!le7%mBfv`sj}b=ae;G3&NO$jc1YtFQ}x*pXa6g zgZ-f9p}hPA1ybk56-}Smf$po1$@d7n>UT>*n+e=s@Sdc_il=wZ?1wjlP@_ajrc}eE zxpU*5uFros-~L?}_P}(CVu71-dyM(#p36V!K>xenYNRv|F~r|J^FO(q{!gzr$AG}g zu^8(wZT~tF`j0c}zf6n%@ka^rK+dMANO$AS|A&~)|9#{C;i~?(m;HY)_5aNh``=al z-!7v6>BawDT>t-GTy$?F$6tsWRy&(@JaG)Ts)ryRmK6Z+W5BJ(*1v?O%_jaZIQNqJ zG2r)=-l*FwMXC`UfFpPEPF}v4`wr-yvf&H3t`9K28PzpWFa#90GTVJLs(uL7N>qZIcmR3Pe1aLs#s8?V%E z5hp?KP{iFyh{U%bzU_{=8ccd0q4kIh7`~c$7sa+#fRV#x?q{Z77OT0!0t>23usxly z$ZL%hDAR~|hu@hG=IW#rNy6;zaF#Rr&+2ZQ&Q2W8T9X|$Fsz$?2P!9t|7 z>*=Va+hNNF-YIlTd3MB2S;B20p|S_*QvS&u7{wm!dwrIPeVX9}lZ*$lYnb+TA{Na? z0Fg6^TSsC{BmfI{>)(2J2c*yIZclWhfEfl^&^14-d+RwLJ*v9d{|mq^VZg($JAcO;d$qOjx5ay~NhPicWiIEO%% z+_y#LLu!G4NK1y*u4n;8s6B2e9@PMDZ6TJ}-!Gi=OW)P4|H!-0Z8mxn)2U;^I+Gyd zJrtc5gRl^&W5y@*uUPtZq)M^gW9K?twb*-8Cw$?x|1a@v!m6*I-bdKdZSC&%wo{?7 zbzNimV*3^2!RFFCn)`x?RE9yN&m~&Ahs#`b0@MvEx<`S zmz47arlQZK<1%d#t?7DJV1q{oSGHkHK6|bffze6WarN-_CV;w_Z;H)q;w5b}y zo;h8H_I*!RBPrc)O&{8Omz*cFonRZ^senHIJsYlYz_?HqL3^g|h;$Wak{G=nlv2`=m0?g1+XDKI-Xz}h8MXs3kxf3XESlI1DN zPfLC`+TD2`00i7AP|G+Mp~D4B77}|Rmq1XoTRaORTo8V&@Z7H9;@v4zm(qDIST-oa zM^SleD(t}8Gf4Ucu~S9%dG;2gD;(OM%$2-q&cE2p0u{^j>(1011&j+mN=m^Q<}(FC z9h|rp1~D#xY^#Kge`q*QuZq^RUWVNsFTKs~&g=?55S0%XJM6P5%=1}|8CDoL=~dzP46J;Dy6;HHF%9vFi zs2HfT@X665-g5W~gs=}Bdb;n_CxqDp_5YSQ{%(a&R|Bu!GH7r*9ueDPYq5hIHgA^E z5$D52K+;dq&%bHN7;lmN7il>@DN9n683$ZDQV?gGGLxnlVVBx9Vdh-<<9+9FZbQ>0 z?9I^2n(bdFRTHF?QJ?l4sBtN19bPj&-qAhKTX*o0EcIsIzHqW# z#l4xg^r4JsX@WR>Gso*8l{ir<;c1lEMt>hkzn$t>9-+_UeKrka^k(0wY%bGMix?Ns zziZmKzRDTN=-X*fDXgN=4A|NAfYg|Ms{Bbpc4rF+e;+k0x1Q4)=`-u|LwZdyT0diy!uJ z7XzZGA4WV&y3nkoP*Xs$qnOy(GrkqU8!Ln*u?w*Na7k8`qRG6BA*XKQU@Rb7wk7@4 zi{sS_pqXT9^kYwB-5zw+AC47gi?a?){=(ftjLiZ_z=N`P!ggBbL*x-<@{W5xR`$n4 zX@p@<=FC%lY_AnZ5NmkvQda{g%iV7CPhrPs*TLD~>-J7+r9W91cvJG8M?9QR3 zFX|ipQZQ!91-(MN031C^WPhuIZ}g+Y;fcJ~)Fj=^l}NsMkN8-L#hb&nhnC_<87mi^ z##U{JHF>og;o}~U>D}SV60)CHOGDg0y^QtijLzoVyg!ASrL_gLAS&UIh8QiwImE>Q zDR(BM)H9F%@)Ji})VR%DFjFyb>6>|wS}3*bGnU$87(ZqL^{+SVw2d!lpZvIeGON&f zKD7#e$gw~JWkRm$ca9&5x7D2dgsRolVr#K>)th2JF#{szo>v8;>5*!hY#0x*H1s6q z81s^qTd5Ad$TBE<0_p*Wi#4uzQ3m*-`6~97J>l! z+_0(X0Nbx8=DRynpyc%v92iAVPP~{s=2fced-S_0W=J-yq3uE8w9q_mQRkL_DqYyp zz3xQwlD35GZ!Q5u%;}p2D~<6hM4`yT?ckZ1>me6?GjTY@gZ?Kfm|ag)T0ieJcO$Ah z2uPb}HX^FK%3fbQ{h>+h(9%t*^fw%bWtyWxK+4ay*ozlcf>Zgp&?jH8={>cvX>Qg$ zTawl1eeE~MDWBQ$Q7Y9wlsm>eYdou4BP>3@`K#C!tvR0hqcX(N!)bp({Hy7bhK6>f zt>a8;Q`mK=_2c&VSZRyOvC}Ku*(5;`)}Gao^Px&4rm4wit-R|JRe{u;Xj_b51c*uW z&qi^IPOy^A*Fw!xfy;H;H)r#4f|<3O79rlt+QhPtmHEhI@tIg_L-0!cz+nlHU zT0n!8O>EHHG%~ZV4<2(BVbGP2G~cp1X4~fj`3GM4r5NK5KW%SU9;j5%cS-c&P=YQ` z0gRpXIq$af_a-ra|7KBVeo^$jtqBR^6oGt3lizrQ+C?3N9H3n!uQz3r?6%&YiUzRG z1F;!Q#lX)CJFm14OV`{-cg_<;?xe$$ZBgi#12cCqFWeRM*~8i9oCB&kc={T&%|Vwa zZB=ou@M-|?QHJ2qTyUjjTyDc4_LnNAsjO^~x-^jam%Y<%+M2QsR+ACjI_|z?OjoT8 zQchX0AQE@{Vlvnts@R5~P+H6=c*y5D)_#IC^GLHm10@?Gj>gRyd;-`?H;lOFN?HI- zFgD2FL6IPi;bVMLV6DDk{xBh+H@{c3@6c)GRd}WJU$dtSC$%B*vwlQuUn*IM=aL$+ z1r4Ur!4yX+N5Ll%?83!q|GsU%m60+^DOIbVqr#d|60LV7v$fqYuY0lksgE=a$0t8= zULtY=o9HgLY)3G~J0atru*-nuv1#xLf^0BswRND4`V3I6{Pvgw5gu*#)|gDpB4zB9 zdHYj@ahgb00CSHW+6e2izVW7?-sDxf<;a{|LB-FfthFD!x+AHeP(6E=@A2&Hz>Eb) znkjg2a1B0t2*H1O{fCK-F->Obg*(ME?ilgxZt)qHVy!uyus7>X5;a?2j*;IUkNlOY z%!3gTY6kPzxYy+2ou7{iis-0)Ezw%nqE@HP^^@b*1-FA5EiNE4vb4T`aLkU`a>Pko9D+ z%&|R*vyBZAx*HTMmOUOKSMPSNq*}2W=e*~p$h)Zeo~?IE9~y}I9PS#qs{ZL%%lz8e z(d8_G5V`9P7r$O?dvbVkrOo6`aSRDY6pPP`hmiSaQzdL+_4cPpQ6&rFy51*GeeZdh zqp5f#tbAl74f)Uso16ONi>p{9^!L_RURS5QELV%DReqVR;c%b&!>35g0{>-J4ouND zm)(ZwA40gwvBQa%njZ4pZYEfW&sErm>=X2}1qHV{z*Yu0b~W_D0k#tG0(>%T8_n+n zY~{_H#aiugO6A-cX;OFOljF!)QdcTnHD{-pUTV25Vtzb*E;m7Mo zigoU9{~Zt`J)Q>u#zH38iJ?At<$z&)5pCF!ZPqm6{j(vws%vmTKN#x6lXeAyQFJ69yL*|3pHM&^x?-u3_Wxh!``>c*<-3?No`sDnUt(i8Jm@e z>lexE^;Tr9Emvyd%C^N!4{2CYYL2uTbWQ7-71(x`lBTDqK=jeL7?xQEZSR~(l+$6VY;ju3~=c}l6GDk(%X<#H@h%0O4Z59s! z%Si##1?mEnQlj{nqyr#*L4imJy3AAZMv&{eG9p ze{}LVsEI4mdCMJo2>FhRNI&CsyQshVLB|4qrQ?>Xtk1n^+}t^SxQgA>GhAc1MArpY zhgQdqYa2y{su~6v`%?NE;;!9e`EA-!%G*~fmwg~}5+_{?d=uHf1nAJj`^v$kb)AiZ zs7?1ZK>;Mqa0ldTLaaYyEQTD}&24wqX2y{u`yUQ^e9B`~Mllv+Gt{lB0s23kW8I}U z5!$4RT~ndzu2za7mFusm0doPR`N$rlrOEor#)3?{WEizJ8cqaQ$`6C#>w&g0uz#ay zqyXX$qG(lwC8dwTQ0EXrj!vKa+fK3+`RB1fkb124>r|FO6azutg}8E1pK9Gzr>{*Wc+Mu9^yzF)QjvBlrspC3;>}t&J88qB;DqfLWI5Gg{|vNB6~5XnuoP#2AqpI zil2v9-)v+Lm(;Q~nXle+GM1XA&U{uA)lxC&E9A^x?DDRb?<_pXi4c{LbvsN;tEyd2 ze2U^kH)%eRy?At96S(C2Gz;U_XM-6uC~ETj20fPKnT^X(7u6|2rrwRZS(I)D2M`^9#s z%uAnfixcAJPRa2npgiJgaE(jfR08*(+@rMpQLOpciR*s2(@uookJ1`^}yFUQ=FdI{Q1?wDPhGVa2_wW=;pvTP>Zf#r_SK)GX5xebY5b zeu%4^7}P*Jed6ta#B{i8R^+%#d(LrlBm4H=3&L&TnaMkj>whHD2hmh@nh?((+ITXkx#6h$SN`T!Pd0%Syvh*^WfusFH^P?NKE-`mk=7J!c%G^e5Nk zv_)|{=*nnzux|df)b_PQ*A13* z-5F=X2;i8VTKO=v7KU_V9fvE^yik~l0g@29mYH}|cR|?(vphJXqi#=Ag=Bh6CFPvC zo;lWUUOMTb@7r*U3R92NZFc(=Gszkym!_m+#zTdV*Uk{OhdEJ2Bt5~qUOlv`GWfj} z7z$$?h;OIB0&&!zR`}}aN#LA*IhQRBH`%Ch$5;sauGr|ak7v$JJWXOnd(f=hFk}0) z`MmzQL*gT|%_;v$(Xw`|(*jlt+*wCVY|)#3?dC0tDujg;3(k5BvS9ZLE`99zuH%xr z#qa=DxJOf(6=xU0U?~_j{)I8w!<+E#qSb%B08sZc)_;B#)cu-%3Eh^jw_ZgQ54aoA zBgHBfDx2bIR#EE4{oFL(Nh@mk)$YAWNEQ=AY6|F}n50;iA7qMemtkH}Yb0-gnN*^H&{$)|Vc36meSl z0V>JDa0pc6;hWBu0}VC#&u}HH-@hIDAyDOh;NhVs=M5LsJ5uJ{2m705+|>J)H9Sjl z3}$caX&*}5A_C&iXX;8A3YTi;DiPgWqE7;@yOS4uEPI;h7b~6mkA-P}lbyfg*Qb|^ zTN{hy08z-qk4It{Ov6d?t5ZN+U{?{mn!IBmM<@+E61F&|sPE8RDq1jX7FuaNb7eLq z-s8=NBK~GZ9xbo+e(sR30wei-X2#cP0G!l<=AP7Y?%o^Rsw8Y8zWA+d88(}1P^m%O z>HRNmvQw3!NpRO=y`}Uc-Oz>uGsDXU>^IErjKy}C8PvF4Pk3&vLRkOaFt7;DZhWwO zW&wp>qgdIZnUJhymHiE0l=fg&=i`WNo+I>yHE4v-%Wy(#d_JNSz$P2TOy+s{F6Y+j zwc4Us!QAd0W_eA@goZWr*ZP+=`HjjuRCs@E+vp^KQ=nF!GVs3uzzcSGJr!xXEzT5W zfd0hI9>d}e8_a6h(#q0+;UsVv7j}Hfy%Y4s4Kc=Vq^GNNGfikR4lhIvktemt-$eOJ zTRnW}tFWk|xF?0TzK3YGDHm8OKZ`bvf0-1Un>7zQCMmU(2s?jTmllf`#E06{Hwt6y8~?5dY0%e3`Lu@u_OHpZHB zw5>m`lC&gsN}eCvGN&5P1BTAyt$J9q_#dhJ@e0R@EBRA1{z*(r?r#L{jv}yJ_)Wx2 zA<8&+OT=s|>EqT7`@=a~KE(mn87GuACt5BktGp`%(+CXxS(HSqrswSsKQ7!k5z|kV zsM&4T%+K9qa}=_Z`q*aD1Cha$I4poxZ>s8P@Ab_|q(Yd-xba8#Em<4f*IR{kKCzm? z;ZC>hH$&K4uO0&xl1%b3bg131mLac1V1}109-UF5nESq=Sv^d3xsomn7e1jg>J#4- zBph2BSe-}|#9QKo`-~Z5Ykg+X2UsHqk<(H*;r2fI^MUOM?t%_jfK1+TI(d<;SpWXF zoK=Ph7PjT;vN4D%4SY4p_3=AYx)A!>wbK6n2(i>7;ptRzg)-ZQb@3a>oq&nATS2D5 zN=N99T!4|Hws(PGgqVF>ww8$*z7T&QjKr5O*NOv5zNxS%Fpx157ji@ieb&z?TR&%- ziEL2N({saEtS|go+(grUgq}O=o=AW#?z>*O_NncDDfaHp3yWNcDRb#lF^(1fexYKO zf3S>pec(ccIJ!_ai2(&mTKw2}EmN#Lqi^D+`dha506AwGm4Z)Lf%FaU%hbSJxgIcd zn0n(AM{ABTtL!=8Q66B%9-GzX#}>ms0H)-@)yA&HjGUp*Nh`(ql!X-em_+h0^G_W_ zt!DtE^CX@~Sb14gOxsMB?{9+kWo|5giqFf3e~K@rWpJaTAm1-?$UXE>Gm3i?*15}I z`*{P`%1o1s4*$jGPTclzl5G54oUEQHKl}Lb#ieC6uikLBvnWRd!`Elz^Lq{f$VNqm z`4eIch6P-bbH44e$MG>&K7tJVcu?VvP8W<}xRO#$@nMiYuElR6SF3Ih8vU5BCKwUD zjxtpaI{Dan7m>(2N|xL2Q7w~mkmMcfQ?*;Bc_bJ^o106SNEupg(IT=#YnZeGNR-;J zQGKNoa-2_$KAH?A)G`+shGI76NwK~prZc(3WG7&)?j(K=>$ZKHd9z0J-4Q6C%@5$? zfyOJ1eC#qPV26hpMwwE;q2<%su>{+S^HAka1@pJ0H%wJ_DGQ21S1lt~lM=c%bHz@K zCL9#MzhI0Ae%S0wLnF%42i;^H+^%-@yZ~!$yvmhdJ^2sa@QbEo9CSW$WW^)lqFuE3 zZ(&WB5leJ1j--{`J5cq9H%Lm zN^oySr3d=P$_*@>JDv@j2oYt(xF2{Fv^ea8uJU^uic3=j6As=%WbmkDJ*dG z3$^*Ncv-K#FSaTr(C)z?0#c0L8Y{P9tZ~%?qJu%!(QZBzh@%T{sSY4?I0l5V!El4|jm4lLRy24nLpwEt&Zr=tbQ{zr znSI52%M3erAow=P53fqVv4M$YL!CsFz?*16#oWgQj%dcnJi(PUrxA!ki++#QT&Y~z zblwRs9qaCa9*Qon4;V+EQrJQF&AZ!PwZzS+e2P23goRmzaKn zZu{j2a!+-sbAj`LkAW5?y0xmds$XkA$pW zx`)t4+jou8oJ|7my~%3dIVWGNsk4qfVaYI*Zitv}=N?gr|Z$eRH zJgZkpG>fm2$ZQc-#aCo(eE&=}^T?hrTno_U@V~bHOgD$>4-V7q*;+&qObN4Oe*LT& zrzpygsh8N5%+_upnJscF?bXUX+K=Z|-y(`NRlJJboE}-$kP`u!>%(lGN0F-`(Fl<& zM&9|N8Ks`P{PMuiSZ0MHNPYq;e}h(LbxGUr99nQVw+f(2>skH$GR!QJk4g?O0H+h? zb$%wSY=T&TlEm6FXUI&=#K^5x`pr%S6t=a1B+W4G^E)B)q!*vS5=HO;duH8TVxE(2 z&1MVtEH9@a?rxe7ab*3{M>7pryfU%UEbW54c_zdY0qD~TkYr|=rYBAJ=wofCQZO9NHz!>ffJ`7%p3aA~C!G1ykZQM}e9RdkXv z1}$OgvU2DuAS7i`>djM0Lj=)hNbmYTOO{E^B=`H>_3N~9BK9N;wnd9^Z$SA|RuYr$ zm`&a_w@ujr2e9%xnQ1!_RH_%se{7au-c?;)dqLLsPTk*;K>8>Dx=w*2pOdFwY6pdLH&c^|Y0RcJNQXC!$U9dS z8|+IU=@z^g0@jemFw6I1#KAz>L-)K3uQ&8k9b+PRRdz<+-A+L)U4oA;3%rQgb*fy$ zIsMXw&64qh8%a*S_Oop^HwvG9hwibN9tEt(w=v@A{p}6BoMLpRD}4Yja#0P4Hp`TO z)Pr*LRddi%?M8F^a9V=I_D7TecOgkTz;%rACOh1a+jB)huff#L|BkyoT2Fr{BVW3t zQjnH1xsRyPFN=Ol`)9BkdwkUutmeoc>P@vtd>~iwH2K&A8UJI49o6sctMNlnt4Dq;Nw!ik;VQp25}@)nm4+e5V5k_sf%{G;{GW@)7No zeSF6)6h{hxz`qXd_qv`^fB+fTmi-!d|8`l9P8a9o(URNpF5s4{s}L@v+xdGh;%|HnB5QZW+E(BX27%;d zg>oJHs;KqLA;KJnXk~L1jikw-wu1)2>J-I8wCX3=#;BjYUbY>rTI;@sy|MWMsuHt! z>1uhYYU(wC>r{6I+#F+CVM+AqPakvnv+=}^l3oX=OEp}}zjdz%x<)%07N)j`#CKM2 z#pp|8(~*cZ1|V+)s#SO?*#*#bDAZ+nkQN3J)Ggi9UET(Mk5P`;CmUipzWM zSo|?LBx_pK=d=1=wXiF!@Xg2_;n{~0+Oz)zS)?28!H99i z&U8+*Q}FU-Z|lSjMRA(arv0z0pU&j??xp~aqQKTjX(z3Zz_H92m!^0o>g3Xgs4N8>Dy~)H`1zDXDG&wN$ffna{(iz;wt+l9smm!hKtuOy)C+=b2&>Ex`{p&UY6qH3 z^H|i@qXsF-TAM9oy)1KO*7+7@_5k6$6*TDS2xT@E|7HBte?sw5JXt=2vCjMIFIEn1 zNg7;kIvMwp*E1S64xY3v2@n%SIBUN0_zN#O@>G-CnaZOXo)7qmPF+qVKQ(TPY&`)w z8ARgnV~E5l{9nq=EgO!_rxs5J8=O^C*VIM%6F+hEg~EmK6_;enZe7HA~ITxt-X}f5yI7JoWfQffqkmi%bVL z>cw62zsN78GLo^fmCflq8D2c;ZtZo?W>N%C9Q-W^ak<2~`^u3$w)}E@B97P)UNQ1W zjjK(1aT)=%_p7TCGUCIJq;w2T=}FcKHD>&=YL@I%M51k?nhtc%d#ugTPR;i*(cZ6# zA`aIa`=Uu+meT@T2@lB+vh&`c=tq&FQ4SG2aFKzmn$4Ua#==ix;>LiPzTIEbx|0uy zS*gbmz*g~V7S%W|c(Z%#{c3KKW>u0Lt+M2C{nt4_oIM#)pGweNkR~)Y#c0Q=?(Cnx z>2%Hf+vm0b7~D+o1JZpv#Duis?EW84{*5&Z5C~gR2mUMl+!3VWw@8iEzD%}vHz>QCh0x~}DySib+g$>aPegvX zN#?eWgUHGh0zC?Q2GImzG3+Zl{mfcH9JxAFUyg*Offpz+!p@Ynz9!Y6XivlH<(+Dn zY40*wQ|HgSkg?1i)NK)Id&&Z)4)nF5lRq!ptoXaJu8VwPsFRx4usFue{Qm?f{+|GC z`S4L{T&v4uGwLki?G$~sJV!bguS94<#%tt;UuZXz`BSS6G@R z(}nKGtjYj{$jf0aE*g+3=kg^{15zV-sf++SfYBQtYrIg2ds;+l5lyviu8T2nDXduk&a|Mmtx2w>z9t*ZV$W;;RNo4fvGV!y zTb&Yaarn*0HvTVC**^wk+Y!w<& z|ANo_QV&ifDM(e&;*ryVO2nmrc!)r<{B99XMUjqQ*B)9Ze!i<15W6_6xVAY$3Yv~N zo_+SjCNRmsuUIA;ebD~9&dlvz&6J>op%py(PV=nYPoJUA%g)(ie?Dx;<3nFf`!tRW z3C%E;6j}b{b#Z+bJHj7dJ!Aj7=bL>(nux^y`qd9fC3ElkUS=cBznrj1-O0Abw=>x|h_8B9zOMC$G4>y}#P5gq{(o2#5jHK;i9YDR_yqVaz^&%A0bn9yDbgX};XHb4m(|!j{c52}SU5 zw6PEQ10?$wxJx9#U1H=@Yrrx)HhsPrtf~|T`BT?uR+Q}-7~@-bT#}*i*1+}5n$N|W zvYiV09tKN(eWRQX!K6)vT+SW-QIkxe%*6(jAuH3EJJE>4{=n&4L;a`n(#l`U#gy(m zQQd2(1`Dd8q1KEj_I?#B%KyyqQY)gEmMHG~#T2_CZOb@wd-}6^CX)5E2w@$*B&Q(# zEvXm(^jwna505zlW6xpu<}abfFC@Rw$Tw@bQwm|zf$d1m%+?>KU8%OF)BD+dPgOEQ z9z;rCqM`l?A~nxNQBfyGC9wLHl)m<(O9g3W0!idc#m9#J$cD%9gqA_a ztwVj{UgRqJ?;<{Aufg8v&XNo4PKXZ@_b^YKC+)b$FPQk?b ztaiMnsfXWZ;vgzR(S+qsiw}Y^LiYd0p@qBszPS&4!zNOM%9e_$E7(GRtvX# z-0Je)e3g^j7=XgQk4aA#-3qXmjBMsaAHxF)V>o zabobH*X=NiZ0e`(Yp12Y9}V{$*xQ)*_R!PDybMwWB^|YOnbLcC5yT#LbhXNL%kp&^ zW;&DbAieaiM zG-La5wFsV~H@Aqyw0u6U<{OYa4arz7mb?=&bK)6%5aJbG+AFaebMEgm$FZKPN#DU{ z#bvA@#jefq#lV^S`~FXPsUr43i2)3&ww}tNDqvGk@oLzY=c#8Et@nz9X_Ol^!My8G z$<@}aE8alt5t8H$Kesno8VyX1p2`=|I9&oV&-d=0?B(q3(ZF6~pfA}Em=Cyl=e_+N zSYSA9?7wXREz54aB~vs-Udg(r?W4Q*+Ud|M(E0E;-m{|rQ5MhgJy=SoIQqd+k}v zyV>CzR~T4{_crL{Vun?*k{y42M-uZ#0V%(@`CsPa^#}O=aIFS;k82Mu?Ee^)9O3r* z)xV!;!ZpG*d3E!s(f`X(>3<}#|6l)jN7vGB>N!&dDe`|h6 z_-vM+FZ{jda7%3c8Sa1f-F{H@)3<%T0$8=r^<@aPD*WGH@;^^+&+hiaUEXJRo7{c? zv@Rr2dZuUH4P11!ZRf6XX1Ow9HoLj@+RgY0T`0!exAW3al&WWwiokA?U$b%<*QI=f zOPFB&;zcCC;O`TX#;t?=b)oC>Qb&y1#EaWH=I8~XCETI=izq}n9!0H{L93AcCf$G$ zR2Nq*q$$w_+-MgH%ezikGS)BFhF9$R z=sdIU8Mu^W$6WH#%bek>DS+$4_=Jv|_BiJW+8raW&*=fVNR8WlqYL8yygSbh9N|tX z%fYs*Eeya>+?3L&m5(otI~wmnz{3zPR+UaGGFOX5(nf$NsvKCyz4Ov8yqQFF z>7RKao3>%o&t5m#CuvQNyj%S$TqS*7(pyA28X#RvIVLpiiL)5+p(w7FE3{R78y&He zu`YjZr&Rm=wXaRbtsJ;mn{prpmjN67RC*0S2xgWwMG8A}A8{EN>y<4x{@9vpRoKCU z4oaunzCR^9#XMWii~z3H^x;>qyv7D>+I!5eJ*6a+wq7m88|tLaM)T!)Be zT?ex05;!tEBGis~a8-FD;IXFy_!S{C5%eU6Isu9`dm&C&+~s29tpkXAuVOUqha&}4 zCJ|gAmpC6|u>pcev-Y3MiFWyYqtJ$DzLhcq-}ol#E;?!bm8(74276iYT%*id{jrPt zspE*QHQdxWh1QJKw3#WR41k&+Ii&hSv1|6&(2E1_oMj42>hF9kD8~Ey0yP@Hwd;0v zG4qFtwY3&0BuE5J~`8ITdy}d*N4py6=Uu(R6BC1fL!s<6MOwS=G z`1eH8{Ue{s)T&19{kHpmEGb0x00CX}uCn(ckX>f`Er7$yY72WVlPzuKKlj*|90-&U zncaL+C1@CW$xxN}qxRlN6>;FiGluUYm0@XVdzvzx?kM{**k!a5i zcSLWyFY$`velFF54uOgs#7&-BYRLdTTFzVxO{=D!p>X7?Ypm9K3wbqTW2*IUfyZA4 z%-VrP+XfZNo+&H6moXf}ZlW)pXZAiwNq)BSQ9bHLyI5FGp->&M4QRL&xgbWXX?Gjj zh6m3#hC$Etl4|3rOHrR2fW9!K3bc`&4AE^S^mm{1Hjz8L+IypzU!Q{G-&=suA1azk zAOSZnCAjBgVNmnw`6h)RkH_~569#(A;EC9Kvo3}`;Wl8slouj=$d5oLFtdzDhm$82>;qOrje!AmFV&p)=6D}3AIbSB;6Wm|mu!Gymg$)>R^W>Z7s!VZS zwYA7EZv}6wo!Oo<#A;aVON5+(GP}defcEY3WWz9*u6mna`krHl2s8-L5>tr2z>dO+ zSM14^pe{3dA$c_kyOreSKTra*|E+TuyYUn&EJp+wlf?yFfM8UDFSkX9{oyWH5ZO6! zteGn{3`~%uS?fs@5O9FB&{;KOKX6>se#_ehh%MWoU%@3u_l<%U18L_fp0~iE^+-Fh zoP?hL6LBzk;L*I4o zRhNkDFh(8;soMc3ma?s6T0+WOF})r*Sj8kcA7%rSn3mfbb00>#+@i2MB?*IExvmgP zIdiKcuw)uo^^4xub&9gHuum-F4FZqe3DCm)ulob;Rvv!};G_;e!`{{$hiJ`$ab~<| zty2q9p`vA@B2UZx$k;yN`-*B1!(>*M{^3e#yLYcrZe@FO&4-i{Ul9O=Yjsh)`;Zfv zYjjlp{tPNv>);Zg>uOmcqc4^H^c|DSeAacv(J0A&D?~s*ynJ3BG_n_>l)Lt$q8VaH z%?VDuF#Z)xZwCxmsTPwcLCceve{{wX{Ik+qmQ_A+=1^G!7$bO#dPDTxkI60|rN(>J6%4OxN75=U`kioLnWZ{gX16H)aW1&^`ivS~%?C;Lz3>fn^nW zfpT3Oc=s6C6-;wy{=os{_!7d@+)~plq4nq(_I8h|A#0L~qI<1{mfg_Wv1T&-%=t*mxnRNvLrm@ButrmJ;JL-Bp&$a=|5 z%GHz?Gr(d{^#1$9?`5+Tmg{q7rI60E6{74zXOq>(#WfyxwNo<6v!!a+^%qt`6$0&S zV!zj~onIfhxvd8}KKkreX3gH80v>wN?ni;Kg?ACk$K_LvaC0C^R_ON)5;e^&+-He{=1K;H5XR7^t z4F8)pKJY&vd#P{B&))FwIfDjV+|CP$nB*@rmtPXUzjQZh<4Ku49R!qPZ4p+xx}_0Q zue8g8A#lGJwuRUzK{!1wcFO8|$-euuct8SjnlCKB?b`t(I#4#7Rq3Mqj=`V!Clr&B zhqWbB)#ndTG9a;Bb;D}i2!TCM_#D`}zFbH@*}MheEJL;`)y6MXLZ$J`C7uoDfDaXA zx@%M|ss_H*YIv9@>p*16S^n2{7wPFsfl@M$tsBBm^DM&dOf+SmKdE7dHcgnmfSIKJ zo&@jDD@}e+#dpNNbyGCmdza9I{H2PGXg~v;MSGtODi{v07h*(1E^zUQngxaNPV}6@ zpyk;;9(nx`e$SON7re7FLWi_wGS=v@w{j@Judc)49j-Kq@dP}%41U1{;~a!kXw0e&@pmO7*qm# z3!}#Ocw!%Xce%U9Z^6vXYrZ`?!so)KfY+9b={9xF)-?3gEm4{>|ARW+g({G@eN$z= z;JT^v#CF3mn+;HLU@`t-ZDT*;I`*o%J(DyWIJ8)tM98U2wF!`4Z{eLm0WOy)W}$Y2 zd>JbE{Xs|qDZ;8F#E$C&&?zMhn;Yl$CH-6n)hGE?)bl^xPGcOtgFc>-?$a<06=e{g*Gch&pO!?=QFjQCzQkumQfi zctn_Qlw1nenmlV>M3n_pv?6rdW4@aYJ|aT&Ms%?5krqK?$GbJddwu~oNGOj0rt7O9 zOS`w(PlP9QS|rsWFu&vB88eEkY}9f$jQ@z@V?N6EN<+vU{%f_&n`4_?1BE1(E`k}S zlLWP0eLFNYiK?&#yY@jro$Zv}Yq>)it74S3Tvckp)XoxzjcQi+k-k0!P{rGb*$TdvDcRO>1fv?1YVnF7X-_?9DAAaW?o@OQDk(ucOH$}>Nc*g6O%m&Tk zAa<1IK6n^4iC$L~*KK)Oz-AJshmmj2q5MxF=N0)~uy6m2+1qKiM`jjwp@9!VAS)f~ zMEgw9E|G(Zr#r4V&n6%EzTj$8IQPMR_L@}u$m76e$FK*pICg_Gk|ercTU?_b;1&e_ z{_E(J^a{SHEEAg2jf2$Vjy1%Zo(b!aVe}80%Zh>KH?; zEgL2vDr@x)P$USYV$PTrVl0YT zCaI62*8>%l$>l^*KCgAQLoG)?B+VdyaJI1=1+0|jTDLY52iYmPcW6?GyB@|f#0)Cq zYWgZuh}2dyLUBdZ~iyY?>1QzO(;9-8WFn=|LA zu|M2ZOp}aFTsqiU`f^@t zF?-)Nab$>2z%?uV%n;OxK;riYs@{_yGaEL&<^S6*QLNezHb^4qtE-uuKzzFGc_oEc zTrbe{ld6CLZZiUC*IHjYqg-wFD)ys6YOn6#@cn_fUSoLIJR(qKT}=IniZZ)AljTOP zbCi_Xqv%a*Pc(}?M41GEWs2`8wdP6pa$?%28BHtt!y4rHHR^MU(J|g-_mVKl(tO#! zPlVlX`QCo@>+>#9NM*QzO73I8MFR1P5LC(XzO(SxI9yR$KidgiQ?#zyAJLN;Fc13tFCiU+PwlRFbNfpOhp{hZ zLg;psrAT)5bP+_(=A_89s?|?Zbrh$&{hv&>>m=ShXmZd8)51#)KCE$`v#giNtDBjA z%!9b7$y{2rMX&N{^NTf0sgZ*>@8}Q`68@frBotkH8{o_4+t$;(H%QSNfC`@bZzvJm z{pEi8=#sV3nT^X?ZaO8^&ON)@ZjTUGs%Ip9APv&Z_cp&nKev5vlreiJuTg1Iv5~}8 z0B9GyDLE%aMFMGdC$~`9F|x7@hgM$QJ9Je$#a?U&&geH;Z3jl1^wYQtGlwWLgr;_y zqnedK*ao7KTyW35F(Xn--lF8Rs(r(3*v|JjDX!VS+mZ4eyGAGUrFp0E=L4>x?M8@C zdC6jTy-VIN?yuS%g77)~xaYl&w*TKjuY$<7i<70QSXf0pEF)MuR#f|)>}ohXCG&@N zB=$o}MXIv(Fpz)K-7CIkCRNl|xlM?r=m0_*XQK@9bXww<}iKgLLQ&NP? zU#41uUbV5*ecw7~quAyax?T{i^R(wfh;ct_bLMoy9!>@`55-MWBLnSeyb$Qm7V~O#eJ>wlg20l)I9{v2sUlv^Q z8}FXOK6c8=B@5Y(9|gtXV6|a&b=Kmgw6`0^&T3D{P~KLW+$DP-@B0Pf%gHwXCth<=`=(j#N38ExO4SpSB;|R0#yWga@izQtw28kK09XE^D?_DCF1VB5 z;`ph#M``>dtJEDLIgY4Ngw+im$A0g0R;>7>^Agv_~b9!bMxmv=d~bWn6DtKO{S_A(aHmV)E<(F zWmmalQ>QA9nGdU^w(fR2*K&EB+sdtLE7EyvU}yF-c5W$W)=cd3e=28}D+G@7`ARb%LUH!qzk2l)PQ8Jdk<&xUUy3%FezG|8a)Vd-pwfujB~QuL z(&sQ9f$8w4U;h_nZynd<+xHLKfhZ~s3J3zyT>?WyL|W-axMaDO6sY&uwZ2HQrQPv}IRKZ(1o^D3t0ziCA^xI@imT^z*N^nOu3V7%%Q? zS{=t<`!w}q^Micbu(m{U@?V=4GY+*jZ88?NfqIMlP~a3i;TA(NKM13KI`x=^yUAjg zMyL6jZlq#g&2v$dUf-3_qkDC(z%r#d0Ug^J3UJ!59LnMOnckku>7ENBa_pt< zQdeMT{4gl4pW{v^O%u8PvW+`^W6A=rt~>mr5e1NzP+%hw~LXLavz|DhWb zHw)Gls{^c=#>!Y>4FPd<{7|uaNPJ&O)!P#WN5BGFlFj$+Gv0f|?dQSDSB`A*5 zqWX8GcUtHi#sjJ{7&KCuGhY&b&F-1+aohPFM7$vxYP(8CO)8NN%5if}r4?x4}DgSIy7`6c#s+O6juBGveD7KDR6#Hx}J+A2#;t3JE2H{%Q;?Ds731 z(?zAIj&s(DEje)DEZQxISGy)IJjeCgwyB5Z@y}MK5t4YHgvjZ_{=3eDy1RaZyRItr zW+ElPIIUBB!S-QbShWFD41Xy2kA)08lacuF?(%6WpCfAc7Bv)*k8DY2yIcduZ{tMS)OrPe;*T}!);8`&+6FiA6!C>#J?J^6z%++Bd;cS%Wn zVdB2{BxdHlLh3e70P0u}#qVfcSAF;8_2!l4+OA-`=!-00UB&6$dFY>)I_%-}*wkYn z*+XPgoM)&?t~XZWdp~`iEGLuH32Ztf*T;zN$}t{3Z=?`C3>Bb<7h3PHxxjr(oq`b# zciQyQj1$^GwuM#fXC#$>3?vyjl2rrQ!EGHz#!2pgh?)`Uf#l6v-tGpe2Enf1ZsLZTX_k*OzfRhdPzR)_chN|IjTRwu>@t9Vrq0ai;&-eG~va!S13NqA9fC#KCw$H*e!EfL2x9c)`4 z>zgcDo%mI}ziYc8SpDw#gWNeM?=I2`J-fWZh#Mz+TT=1_!5i_SbvB1)!((^!QrA9@3A$Mo%V zjX~n86s+ccH*MtmSGzC%lOE&uA}XtuaC<->Boc9UDH#MM0v-KtJfbT zPK*mbU)?nwGOPLq%#cT^ukUCdh?YK&{fVwP@EdS3Ig=>=^U)t7f5^76enhIXCHUiV zd?puNEXBrl-RgPy#U6B!tizCvLw8 zDA}t?@r?2J+3hl%L?c4#=rm30aqbhQINT~oq<@xhR9-}TP-~5vhaPzTH$-i3gPUz@ji#WHoj8ab>3|Gey0 zvY3?*&!2Wmp3Hw$%TUaX&JF-s1q|@mi`68&567y~SezHems@m_2X1Qj@J z%h(6&_X6B$P)*LX-{;x3#7M7~%i|Ps+-%s=?>b?1ARL`Yj&irId`c%`cK8E^zzd*A z>!4S9QZjUx<`{p|ShN;ZJjFhkBzt~KLna+mBEA38`Fw~p=aSfMH5BRX&MV@D=f{=} zF>N~+TrWrd4zR(INwKF?s=64*X7pV!{1Pug8g-Dh+ETbj6WG^=dky%GKxWZ2Um&R= z1Cp8|INez)DfhgdCv#5lYtw^tX4Avypzooc*f5>u1JrW;CZRGlGOM0CskDE2$j~LV zX2}X$-CM&u)>gb*n`m-E^^g2vFlEN4`6_-+<}m;0F-~-%=wGdLy5B_auI4nC1g3VD zdTpQeT^FI#5I#Cm?|}1Vh$wj@NBYL=(^}Vsy`h23^t$xiH#RV}JW)oJNW8N2XIBzF zmJAkS;I5exvRW{K?Dc&Z#5`{6tON6e{ABcGB9cflv_!cxWV!4Keg~vcPl!cUxG1V5 zNv#`q)AgsJ%##cH%K;cPvFk?Wz(O)zFyXVwrFhjEo^c{+CsQP(W$`98GJuGiyCMBv z=>x8mC-|p;4&mqdyQ$vjteQqAaJ1^RX=X?^%@MMP&y0FiA#=>^6iOPQXy4CT`infUy-(AybDlfML*1kH6zMS z8XA|>lMmSg;R&F%uR4U)e$npN;@4HO_lQkC4@wya za@0;k=eM5eGDRJ;hs1=$1sR^mCf}5{S(k4il7eLq6C{LM=zhg}(s1dG^7!eTY2GRu zOF^(A>h)-{q&`c@pO=`nrGtk~xlDOQnSk)W-==#uVT(vN87uk6mV8`XM%U0J3ps66 zE~|a+Y}NHQi(Rqip*)$HTL(4AN_{~zW}|^Fuy>p=r764D^ts>n+Gk5buuV$RK4YdX zQYMhahuzEN{EfdoACP9LFU$aQ@J@NdgWbz(3YdMq0$q*KHgh8@B-ql+#XVI2iPbw3 zqb_4-b7`+8_PzPowWn_-#9Qlf9#aBabJ(`RtkFhvZjJ%=zge00bgB^fDxjFCNtZLr zA=rZ3^v)XK`w-08o0V@?SqnHFkAXnQtk%mq6hwpF*jxPb4JdmTxK>Gd#nt_RLSa^Y zGvfnmOqakmjG`O80J^+-vgBoeUw7^86~==fmoF{2&3(}Bo&=Dl{7EWc;fiAJX1O?S zy`A|5Pj;%NZRt=_v*xGiw!iEBD#d$+T%p&w#HpWt`F`L#>rQWCifhNud|i1PM&Vj# zz8QHL*uff4B*(5(K4eEe9TboikzE}_x6R0~BBhp`=o?2($<{Ey=`hc;QDJdsjj}`v z%%1g9bwj70JXK&chc%w4>QfT%^wq#eQa7;6|HuLeMC$s-2<*|2`_tns<~9$G0A`^# zx&hzt#U>Yl69M$Oc0rO^aEk&D0Yxe)^*YhCgiy0&`fHYY>}EXdhcA(bFCjEFyePVV zX8^mBOsLF*n;&>3nLu{n;3{#SR7lC-+F7=b95MRtG|_srcp!&2sh3{yqMozTxqqE{ ztQS@o#A zCEDr-oHOlpsYN#_>8M2ls3&ba?&wtU9$D<>Z*Bln4jE%OL@bMCOt725aEIia@WC}}sa>DL9v4ZbR8oe2bD8y79ETFROPLAmkXXB94o)`2Mg z>ot4VbVEfZe_4>877v7Oxna`hB-Y6G*QARR1HWTo+@dGh(x{(g;N8VU$e|`~8#)hzlnM4CYBeCp~}@!f5Ln$N4rd zUOX>u;&(dlLSSqD`kva?n%w+r%O9##d{!i6^qt3DfS!%`d5~OsEzoE_PbVZ(V2!Ce zm%g<+*G%QN$X;=lSW;(GeB*Hnx#^ zFpJ#_J8xfizTrP~E)dONY`f#8Qef$`5~LF)BBg>?Qsq1Ej0Jt}LONVoeuAMe(@87EWK5K7z@D*lB3Ik#~cL}x2|_R3zK zgSkPdJ{X=eqahMhE*AuTU7Q*O`ECV?$B&nR1Bb;IaLZ{fFZN|lw`K4o-FuCjM8=EP z>{g@sp)YKJF*?rRv}JR{!iR?o#GRcUQ^-ZXLR;5i+gJ=I%jkrk$}9?Vxo`41Zlua5 zDbim$OXKVWs9Jpd0x=v7!ux~fY|oazIb&k;0(9fY$hG&BY>k*@vRHP*CDK!{@1Fc= zXbQ9Q9{wrb8RpAdI~z@^|CpM%N;H3a>T!dNbl|I(z(Xcj^=&HG&3mboBZtc)gm9k_ z(RXW7P*Vl6CgBg|&FP9dIW9Dvn~g3`q@*bKAbxWkHJpb0<#?+&i-rCNmjbu&*XZZ1 zAFrf~M&TYAc91~K=zGOr@5$zFFcg+n62)7E@9a0W#!Frc93Lf4=I^LXf3K-$VhOY= ze4{$?9k^`ftipUgzkUiaKcJ4MEja}Tqq$)=zh!9H1AWX##cb=u09j$)fZUFW%S70k z&3CmA9aJ57c*i&^JjeKHTOlDV+$)yQ4i{>v*h}|+tD2U}Ju-6eU}lYzyPCb_N_Al* z05Za&ba&lIS^w3__Lb!ekgqK6EHYHQcVhaO0K2qxaI?8k*cVzk7bI7P-HPzCbf;VL z7IKUD`S=nY-gX>!{svDj4V&a}mui*gsOp<_(p9TpY&H0=V^X>MKqWAVI3q1PFa z@-?=7nd2|RsnsrddY`S50B>uwm1+?43t)VHer;jYPD)4#}W$bA8t8;CkR z7iF0NMW8_aG5?|^7roTf*eTtp!kiopnGB01NHOAulOOh*wkaT;QtZb3 zQ>?L(oQr95aLp96<1BHTHy8B}DyY?)svKhcIQFvnbg;dby<>EC!t@7IgnsORM!8&J zlpd@!$YSL(R~uEMG$R9gC*!XovZ!d29dZjr6z4-!+ijg{pvZw({=5;f$a8$~M;3!1 z-A+DhKbHCG559+;0iPGDZx$+3AbAB_>{|IYh9Yeem#BelU6yOl1C_JMrX0KX?DlY5 z2a#QT1@Pv|z=d`Y`P%c1iXP%0s6WVExD1+$@gIWr^-69q)ae)bH?{T;5+VZFg?d%dOz}U?8tGZpPAI-)TSerjcX|u zdIw28er(LzT_#c|4SFY6EvgPni*G0m*8DzXkB2MyG*{M0h&fxCIf6KG{2XyS<*Sok zG5BlGyG5P26S#H9PL3@itc!o>T}7N6_k+V{^`U=Uh|=D+TVL4^N`t4Ke`Ee6-5fQ@ z2JOizX&t#VBYTWNsm~|uQ#Q@?tZ(`MbZM14$Qq|Kc09<#k%RtiU1L6!-f`CxS`?Gi zGl#F_vmcAj==v4&A!$P`xWwy!5;cmte%NX$h}OhKyM=wzYbZedn%_vW zNlQYm+~!lE<(s4>rbk~Z^mB-i+*O3k8mGYHJuNt$7+;Iz@bgxp=;~|3RtHYrKK&uG7c1tyZ_OYQ zfBr1KQ(NAIGpJ%x$}(~u_|heezj)5eu|F)8ZuR{Jk<68Oh+ zb{dzpOHjJ)S(BDJ_umgW8p`7TWIatC1A&*X<&-alZOJ%21Vdcju2aHcZ!FRSFNX33 z0fN6a=EzrMM35@QITi_1HB*@TUf!l_F3&9Lf$#kC(sxt|1#Cs*bZqv+?)DAwKX3f1 z#zsIJ*>{4O?y-fH<4Or1u0+z}X3qs0HYNUo$?EhXCC0JDig&y>&ZpJX&+%xR#1!W) z%G~mpAdJTAIy-k9wLE0!yvjrUk$ z`1@*dTt9r@5uRAl^hvh7yMF@iqc9pX0sR)q)-VGxeZ}V}9)V&0&x@tVKEZ zq{Mdsy+;c$_0#!i%)vK?Xq&(3xuNnu#u(1FflJU!2wY0l4H3Bbajw~aqV2@)cTc04 zi>6F=wiU7Ti_v1Y>xI*4EVF`Xn&KRm8lP(%p+ykj3X3fR9)cZm z0`GcobtE%P8>WXrRVT=K>)cClVEfVLt~0PF4zu0sr7JR>8@7e|$dSYO1n?U|Z$%HK z!q-Z~8bFgok06_&Z_20w84vznC5vyjZi3UFw>THotp}_>zN`UB<8z;q<;?4^v7lxI zL#)?w0wcPdi8`o5T?GNqxZbM9W8ghoNq46M4}t#czcpa(L_SL1vw~D2XA?&U2un_3 zPX@lG3oOy)rUO(qB;_ydmeV9i#LbLtTNoFbnU`5OQ?2qGi-*s$Fxn+G^+^+e*4&CF z(CiK6!)k8&!T4meZ*E&DSFOabe%nSWqbVveIEQi!Cn098WJE#vOE^T`;%G&cZ%nHI zcBiPDL-=3qZiyF&Zlpr?Wfak5oQ63uq!)hf7PJynACd@ zd8Rc`8=VVzb7dzQC~8ftLq8k}on6Y+GHbm39PZLMe{4C>@bc$7KPzrhGZ$bO?;yz< zkp~Li#3u)T**Ur^a;KHJZ{2*$!SrR%i$qY78NAltTfu%vu>-UmT6{*S@gM*6&+q+T zzj)+(PPqoe!u|cV{;xm(??3S4m<{}5eCnxE!~gb+AGKWoh74*;qQbYe3`I1g*D_Yq z#F764wfdiBMu}?Y&}z9O(FPYjUv;eCYQ+#yucES6y4nQ*4Tup%Y)XuNtwL#00B$k) z>+EyawdEGV|9j&%P#^m?#Y`C;AQ+4NT$QbNdHyVkZMoEc;`?A{c)HD(F`) zzWYly=6u)V_X`Z@bQ!*ubjbXKal3%evGv~NT}(2NY_0wk>%aM)F^mN@E4~LRLL5Q- zGg0l3N-PoSm|B#*Wh?h%fT8N6%^lzzu(y^hfYnF2~%2p-UiTQQZHOOa1eUEF$C5_e$%5G|MY+0I~uq=j~5g zq&|QZb^=j@7|>goB)$3LJh@QID7ah|>@xTcIYCB%!f09q&&6S9;LX>?I=5qvmqPCi zO@cP`B9J&vJduhF0uKl{R#o>aaan;QV&|vzDtuoXsC-eU_S3NX2Fn4G(;~-O^&{ zFY+2xJ`mNz|Ib^0@eL?XeE24xiCy`P)1A&ME6W8X-FjEAz5k%h*Wh0MPNb!q)Gqn@ zk^1S5I;LM)eYiWr1m8fQ-(2!!eoK^~)fNl9^h?#*`z-&$&-z|p0QAYr#zna4SXS}D zzDUFNS6fzA?US+ljzx^Pcv#XG|m|hrUL-j#1CNp@kf>-6AyzjhJY_5%It~j zpSPE-i5=uC^(&LHw|{)Q5EMnqWhQ;Nm{mc_c^F>_(jf&5f!x`xjNjA9J`ZuoW?m#k z{F5A5hPy1!@j*M3UmMr$4jJZ-e&MElG$qT{r;o9?{08(AJGWoHgpAevFQ39cTw<+C zKxS|8tEjzI_RS#ED^hEJV7Unn!Og~~cNZfGhko*fUoSu0q@epLML3wzv?1PgE6DS+ zBpQFm7|UyaGyMANAzX+#%!f-RjqefPaYwdNSw!*=@GPg7IRCPj02sfw#SWIRS5pDU zpRT1|t-K?@8+0w~%ef%=_9nV}<(DnB<4Z5!ypg<$%KRfMFVFPh%9UwZ{&v$3XE`X4{hL+S76cjkaw2cQ~ zM?*!YM>6c^FFeMwl!6@oL#3ru8HXn?@~Y_!XYUq?NoNP3$GVcmN@hrpl~amE<z zQH-E{es4+m!Y0eYKT2We`#2&)=S+9-rS+AqjK3g!lyNfg>Ly*@jcbam)eY`* z48E&VLcuUHzv++c;{XX-!%_qCs^quPXIQw%(B=k?^L{lc-*fttn9HT|)W*M&LNeQ( zLelpKges(-A`hlRrMo#EZ;S~#q8c|0rw#Ci566~kjjWbam%ys{+CIkT{f+=hw6-jH z8--1eVTE-UZfi=0*5E_N=e_`3^o=Jb)v;>m5)Rv1xnFY^=So&uOg4O`_d&ko0;`jq z5%;NQ931RX9)|;UN>yGbnYcDw-f!EX%iD)3Y4H0A^_)w0pZQcOo#bi|2B$4>3Dmu- z6@}|0eArBnUBWF z4<|=G9Pj<(S@_#yu_JQsS|_~r^YAdIJPgA83Ya*dS&@uyc$9{Z@Lyu1zWzGn|C6%lfp19Wn)`2R|{hrVD%#u_4j&YrGft?gia3 zH}_#-N1Xi5g=mLV+=cN=tbdzXE$!8Ls#S*9H7BR?1N|fiR??Kzd#7M06jGUQjkvoK z*J=I*M;TJ7tDn>0_X(vioxi3K$uMEz7_&7GWaR0-$aLs@lG;;h!DrE#nwNac+9SBi zPJ|pwMz%P)YiN%IQz(M`Pax%|LkdNauvH7f`C;%*7ajA`97-C7K<)L63L8wTylfA| zeYt^+R#zW{FS{T_yCZtcplt7}4Fqk04UbE{!*;cWT%G$a^%5B(l*P*&4%dWZxyr8o zB5AuE8X4Et-?n$kd{V1%w|vc^{KJ?5Qo(FA@#HxnajPPF)l46HY>{r$7lT#jG+_lS!iDHF~>>F z!Wh{`^-~$_GDg0KV*02Kdr~~gWBicl;5+EJE4VBJ!t9i{pprf}#4OTc1#vigk8zOF zqPORqi`(`00@-HYf$Sedk8K6o`Iy$&JdN=H9R2==-uFlkY`{HHc%AhUBEb{)GH1V@ z|C#AMi{s2dXCG0b*{7M?cNP7|3OCzfwM8^5q9d$qU+)g;{&h3eu-@2pzICZ1Emf-q zm?&eVlMQ|1?lnhXDr^k3BG*7Z)k6BP3z*IVdGivRka4)-{F1OqQP4-@V#Mw*NK^i$ zF-uX@3_euLjLY4OGEr_-p_5DV!zuDbwBAz<>yu2{;T$${3;(!O11ceP?eHC&A4ol& zL8Bpmey_hHA#UVDz$ExB{*S|^n+SkRI)$jrJFfNu{~BRW3|{=qH_mD_^fGuH;2pvC zKi-@*iGCjW9nAR;f7!H=R5f&4wTaTYebaYV02&)1dI8mT-sU!6~#(9Bk{N5A$!uGc#p8p<&a{i4u7s+^%%9`vb^CNMM!5> zuXYwVF&!4JgH^oV9df-zh!)v}vLXCAkbE3?D%IqEti}=2QmMmqDKxC-J1^U&pJB2F z=PC0H+=*jZ`Ciga+qRQ>1jmee-&Tc9-k^oXDEf7|%?YiLwVqbj+IEl31~!J+%=g(& zQsk{vz*4R5AxVSGlEjM*1t0%OV1BK)p%=RGsVr%-HqIZYeYQ>Vv|SJblJQ|Rxir!n9g?5easnpb^T1YhdcqDhd$Wb1Nt(3wHrH@Qao0Uf(rVpR ziM0cnoTyX zyn3f=Z%?%{42Zz~XpM*Lb10BUkv;KPmP84f_2SdHKLA464KWHWh|Pnxm(woA^#^PT z9+dkbVxxztIK)KUbSiM%!MX7zB=0Gbar|rnJwTm3WO2znvAXXl?|4kreQS`fs$`Hl91KA;8C#1?Cmj=?B%Ko*0?aRw>F+!j0OvI4kd z$0BI#J1DrU{1smB%EXL6N!=otM{?=*(JH!Q^+ZuRVDJ@1VaX@Y>->KU99QHH& z8|2TM^W%sFlh0fcVWmy3ziub>>$k}t*(ADDZJ|((tvW~%Iu?ZZ@MYm^=2gHqi!rnF z?O;tfI8s!?t_t1;2X2JAO<)Zolu$!%i2c1Ki&^nf{wYOfcc=d{&o)CQA&1NpWUZM# zi-YI=H4VxiA}3-5dgw9vzjoktIZ0~{Ry%v5amWtCS!io z1oRqldp8!Ta>T)-wvg2nySc$I6QwwrICVYpG#5F#xudc*M8VE6Vu2|D1aghLSP(jF z<;dBV1qdHGa%=i+CFFhm!GS*+UC&9BOH9%zGXyrxr6aO>C2Mvr`7A`szU8@EB6?LW z>evf_2L0J(g~J@GpRTYgez5wrKDJ%JmSI<`zhuZ=tihm}qq3DNoTn^h{*I0NW86jP zV87)#*8z!ZoMU0l+-imh-Sokh^R&U$oY^=RF?@Iose=kx_SJ{;NlFiMd%0lw$9W)u z-U$&DeJf#9d*jluDIDfKx{<8*n4GQay-ws4k0;r)E@=f?DbP0>DLl%iK{V35;Z7wC z)H=bR`m)2FD5GODt=tXNy}^NWTxUDH)P6}?m|;0p8Q>w#4`v=T3U&`{`w!`9E?Kn3 zFwYd>*#0^e{p*CZxN_lecb5cg{@Io3sv?j>=mAqC;1`8`UPcQ!}KfQVy$h04Hd0{r43gyPSpK&Kjvn?#QI<_o!b*x8$9XopqPArnND$ur-v z;OKe9^*Kr&`rnbu*SorrU;WC~D3eda#U>ZSjm`VfXkD&%Qil(0Nt0=5DwfWFx8BZ= zbgb-qN_o9ZI55%G=7Ebi8`WBR*^IWHbJjkQDM?2_o_vs1hR@NOchsf&vj|(G-l(Es zoQn)KR!&^BRlkPBJp6it1g{+~=3+H9wa}XHtiP|w<&l;xuaW7fA)KPHU~1Y|n$rp4 zV^&YpRXMHM>9RLPr#nI3dLF_!z>0ndk2(&G=)qU|@>OeYlxPw1X5a+|_xGS2#OGB9 z(BR=u2%_L@QpICc=;Z)q2)S;}Pd@YUX^&cbG3_OaGQr$zA(xTQ*{qS}xFHKP*D|d) zh)-Fa645g;+Hq_EAeMKDUQS6nA+;BK;^-t`w4WTHmFQi_Gx~^-V znR1v|>Q}|tQp*m5`$vwP5*0d$>+E&(OUC~?gPVfHARR_0{cW`jvSy3cu#O@GsY1DI zT1n;oSlX)%;6Pn_>0BOu1u+?WL*M0*KJ6%8kMU1Mh&~5zi?R^5=?iUvL7Fod4sT>B zAMJMgb6HW8X?}o9cDQKAMnfDbvyiBd5>T!Ik?wbLI&Gn#WFJW(00U#ZIdb9Zb93as6gwpD9Nzc zJM(noIJF2zWD#+QJjZ!r61Y$Z0!M>10ytN*34}mQ%W-4SlEvOilmdQu`IJpgXlxkuGFkmg zs=w*-l8eBJjL2!`j2mQWGIZ_t5!YWEA7#<)qxx7*IA^+}F|@JkHhxpQx?y#>_olIl zo#i+k`6_fcjn$%fDO-4NovlZ}ZN5|SwsFr5>ocYuXgzzv?j)ZgrLFmNJwbm-LWjZK zay)BWa40(W&KkN`_4x70Q*!w|ed;N!8jhZE;5w$PdXGMNE{Pd_3z9)PKcQvu95Kf> zM{6IWD(Y%*Npp>F#{Hy2GPRWldRojbEP2XYj;PdCBH%U?s5=w8yF0GrPcqFstSXq4 z?GkbmRi`JzLKjk3Ib;NsqT<<9z|ApICEvPTDz*1N!3rAl-72aRQ`pYCBK=4M68qJW zvc9Tu@0sw1Hio)K41U!k=GSuPuuY#n!)XwobwX-7PVHR{@8yzdJBi_zw&w0OqHWh`enJv-AO3jG4^|_F!{d`88A+8uHGc2*}0z`f;yo{)k z{6-A6QPCJB;zOwfK(t8L0LhL7ZTwd?qAGSGP>(ZPAHTryr%KndlUZS?Noz~V<_!*7`+%Tr<3%@oeT|S*etZ6{F@ZZeXff5-1k0*xp95Th7-ve-PQ?m zQ7YCupV-q$-&Upc5YMd`PO>thW_UYVp$!p1)<=8FXV!3%p#ue@Q@rWwMjaw@f-0^J zS2B3YW4v1ZV$E=6|A9_g=8TOaAzVqfpt0)^rWl9(`zqsgc#s0Nf_1PtHL${qj=285 zIhn!#;61l)Dq#Gfi22u7_ZRlscdcb*#g#pUZDap&v6ENgf;^t(=Y(DWxUiO%WR z9NTAiT|(oVJ^pLxe;EGbT`C(tuJzWZ%WN0BOhT`Ju43g=BYBPIvkHG#e_(sblSX4Z zLGXul@){`TGSh**hX10}-P!#P(0bqBJ@G}$uFS#wtj0=57ZdhJROhhvc#D++{cKUm zan4%M{&HZv9fo-S*V2g@9TkMKr+H_l%W^lq*fa>$wqR zm=%Y+Vs$clrb>9&GdzrJg?ivLw4FS@Z}G%uOl%L_J?oh>xwyzFMlJ<}d)_W_`qr|R z-jY8wR614fLJqVo{I0gGAud7%bCC^5^YjFO#m|xNT~2dBC!~;J03_)hE=~X8(vvBC zJkh1RIeDr z1_gJZ%PNFqAm9jBC0DMgJ>l3Y04h){m)FsC}vN(9uu#Gp2U<6iZ5B8^VfW-S##6CFEcR%% zg(`gN*R#lRttYCVquG8@(lTn0*m}Yr;Es}UM+`$EIj7W7?A%#>N4wQ7sErq4tGi+8 z0>>7XU*p+w8s*`p`EiCjMp1P_09ycf_##xQG zytf<3!H;XJLn~32Xp1_8>}dcoNzG0siZl7TK+LNeK*}xY6MaKuG2fZ-$v;ta4uvnK zU6Mi^bQmOuKNEJW9jN+sw`l=XRbSu1ZCor_s8oM)!D*m>z2KXs)ovK zYkpp$kKN;1YpK*lIBZW3cH>Z~`|KNTQ|YuZ^K&tDHcrX8E`G~-xqhAoB0mqam}l{w zq~nz>W_`~s>v;^QhGmJ2*S{U@?w{jU9Z@WbV=90gqW>s{ltr;9_^{mMaHcYJ6ga(S zl;*Tk?gtJT2S&THMvUzuW1aQpOD$htWR2q&(l>0hJJ3CgeOa)>-^U((SJ_kkT-O$6 zQB@v)CVS5+!h|5=piHt%#IP5zA#nCo_h>#tE5&;mOkNX2?a*-}!LGKJLo+8f!omy0 zkny_cvGFMYhbtmR(woCYwc`aBBkamC@RY2@-8W~B6tqu1e?$Ds5Q35jAXOc6?8e=~ z0)N^x2#vDBA_vp6QwCICU6Y?xpR$;0xwNV^Mt7$Y*MKC>2S9e!i!1m79EPkUie2N2E>$jCnbP#-QDg zYo{DN^k#&vk&+sirhlaQ9N$C#*3AUcU8$ay-!+RH%G~L(?p^EPP@uf$NuR#5L{>GL zd3U4aujhWAAUH43qx{!JD7UPU!dib6m&yA&bo9)7@E5h|>h*vf-mhL4q3Oj`H>7u- z!wnc)>9(^qsU+YZeAhe4kksy?O4#cU%&m2(xej*pCf&5{ZifXX(fPo zCB55*HdR*RO@dm*Yy%z76^^@} zb2ujR!#e$mOFJkaXqZ{V=(ScXW0%pmuauMf#5bx5dRLP_o7fMiig^Hd-;pDaG;!8d z_dC1l?U)6JZGYpE;>Q6LU8YtgrA;JimvTQ}v7StIFG*(CoGbC3$Q3+@R)~d1nI_Ib+t*ofsdrWQh)5ZUIl->ZI z`L}1+Kw)%8&C&(nCA=c$I{oDI9gjK>?kRKg8IG-Nit?md4Xs46lu+L9UsY&XvTo6u zb37}f_3{1KB~!Qv=%?wOXkO|+pFbiH`8%>EPw(RV`-5LP&p6B>%AMH0bcx3sQRNnO zZB`=WvkSjcG`(&E>=Q_*l1)j!ymjxY{=AjbGYAGIsC!cIgSAyW)ARk_G(( z@vS&@Xxi27VSg1^D5233ZU5WV5zaMwYOzhWLM{mj8qQu1I;kJ6;yB6R8#gt-g+>m} z$Q6MNMtBdJ_w~5Uucg1$AV$@dL<;L)Y2@hW3wySnbt*RLoh8%0EqL%EpKRZfDdQE$ zQH9aGn1S0$xq+;b;b#+&T#rcG>7c_@Qpk>fhL;KL?RJY#X<3vME|aeuF`cDUISRc; zzKd(DqNn_PsxAFb=%m|L?iyL4zsb!Y8umXdg|3dlbXE)+_(FmRmX9)+YTdapJGuLU z7tsUNkaCoazyR(QNk5t0yHAHv%U>1cNCt5lbsaNllfJAm#n+EAdcOQX>Vfe9sRIj- zn@q5J^mQ*fO&O*i)@f0EkAoA=4Q4vSn6ByKy7h-HG;Go_s@{DPOWMEV`wjE3%8>|* z39{-Z8FMcz4Ta%Q-67wsb=eN?+8vwy4;{>afh+ElKtw?_1FbMGRRB8V3#(&LPlq&Q z+6o#}m8n_;x8A5KAyosBy`-&e)l;=fNAj&>O3+(m|1~U?+|+wXxV(>wXN4i+e>c-p z*y$vi)FYmd7<-AGizJN)i_K+0S_H^X6k?@b3jc&i#eKr5J{1#ubS0tN;WDkoK~2H2 z#zPkX`1uEVSLsjhwlg;8K9eMhUnYAME5r~Fgyg-V>T$((o`lbe9KTZQ16u+|_CmT! zCI&iewUty2qf2OUq6KhKxgmaa7*ou>_^<=>LxSg+(?Wz4?%C;C*|ZTl+GQ}m%>I3T zVTRj}dPe1HuO&C-wjU%#!z%_vkMY3d z$2wKC1p&0l(l5fP@q_UEfWHIC?A@lS)_1*5aaV>T=?O z1eUlSN7{zRR)Gbt9oKQ~zZSf@n?G(A7#n1U+zGntsTWrvt!`KC&K~4k;9_t1lRZw) z29XPsENFOWJo=juZ-DiIM^>&zTCbqUO@_9O^SRd&A#v~qsj(ATT1}zign~!l>oW1ews+{#*~16C%clnIl`^asaB@e}Q9#7@Vm0qJf#MH!xiuU7Lu%~zDqb&T05 zEn3QPLw%NV4s$9C`kVfBZ9h@{=Vx-}f=|MkK)nVu(t63@yB#?GiVOr?eK>eU*<-Q# zFmR2kf-IdzDK$B8Z*9DKp)@ZDP+^#nKE_rzu(?JWn2IH z@ZLN+x(#kb*x03x|Lwc~_JjZR<=Y$gN?!)Ge@y)Mk@(-HKbo5 zDvgzC_5bx{|KnY};btq%gsjZO(C z6F>~T03vlLYdQtd-+&eRCm*YKkMzDcv~HjRCjhTzjW39)LQk{K+*anEs_Zls&2C3d z`mEGSxXpiC8pxF#Gy~$@vFZ&{MLbz`!z;*19{pg3G@gP*@`hrOReGb3sffFQ~j=! z-N0@)4Gu>paQl%`Gw0u5|DOfE11@wZt$w#NJ@V7Wsa?tkNyPzd{Y3Js=v`qrtHVsbKab=Z}{6u|%UolhoJmEPlRgp>ul`^NQNfDn2b!2D`2jrX>*rGe(T#sTou2;aW+M@y01ps{e4zu%VfmNVFMb1B zc^A6gEI-0qZ|4$e<20YVTXn#y_Gk9Ve5U`vW!I%qN`^c}deRmJ3!+mdx*p0vAK%Ac z=3K~TsX8yT{Q9ap=3I5aa&dK7%EDH$PtW6PKDwG`Ut4o$%jaijPxtOJEG%JQ;IQ#@ zaSX|KP0{`7+Xg(5&wg9j;Gay;7%vTn-}atb ztN-uS*J6s#K3RSC@fF}2(fE&1y8J6P0M`{yUwSd9Lq{^At%aF{)X}J?0G@As0^BEY z>w3-7@=WOb{4P1?U2Uw!q1&$>>dvUTjoYJH#AL08)xzFN|?;MMZ(t*Ia()+x! zR#$lCY;H&=o}Fub9aL}ZoIbzm)yh2Jio<&wR>kkHySF0?SW)DyTslq5yB=8j|2FBm zGO5MrP!(w11*kuK`RPds?f<|jp$DHgeEFyFSzrIZj}RZ)bQXc+E(BbeYrf&3gfE?uj(jS_8Z`Bd=3+TEVA7S64o~Q+)obTbA1YH#axm zZDg0rXs@%*xnW?Qb!Ek-9l+Z_ubtd1!AL?Sx?nfw29w0;TmE16w}1QPdXE9H%1cYR zeaR-(XX^zg?y0A0fGgp>es5ELZ2I|IYGMAqpUd8EY9%I5LEA4cl9+(8@aWj`S0tsc z28U!0of|W9PN0p+5VYChJE-YceS6+4XOt!eLECwifElRSVG=J%d0OGZUSQGj>fW~H z&j{LpqQIe<12}=8Fd>DRK*fnxkd^2I*RSo`{&uA$iSASYwm(fdRBqx=j~K1ayWR}W zYu@EnXYrBdPLmE`o0ONy(+tJeqtQ1SeOTK#^v`{N?3FI{ed#rn&}IMvPgg&ebxsLQ E0L#*_hyVZp literal 0 HcmV?d00001 diff --git a/docs/_images/recompile_due_to_dynamic.png b/docs/_images/recompile_due_to_dynamic.png new file mode 100644 index 0000000000000000000000000000000000000000..41ae56acf2d99cc11f7984ea9218aba0717bb4e7 GIT binary patch literal 477925 zcmb4qbzB`yvNjZ@;Bnz0ARv$=zKAG7K)}C;fPe%`23kj-oeh)!rBA^;!9|v8jQNqAZC_UT#TUkcPY3wI1;w62_H0fKX!_Jfeb)3 z5|*z@7KNT+pwa)VCW_8Omr+FXKc|E z1|l*ZKbDGc3hJAnI+ZLeLQb@-RAGGc8ytN>!db|K?!=H35J&+csq^||Yf0woz`T_# zbD7We%S=x1hEyX25$J>2IoTp)2r}eXHIV4KFhmIRvV+6-FF^*-+=kdhJqRY8TD~R5 zoJzhoLpE`!>K_^)zUB0-h19%}?|^joK;gi%EV>aoB-w-ufH40>e9cIeGT_ho){w`X z)K9%&eBe=t^1&`G^>Z4&?DYrL5m8-bKWJ11ezX0T)TkF7`15>!ertV|VU%FXfo;SK z7g{^RJj4>AMcR>w&_H#(b!5n_MFPWwI8r1z)!E!WZ8(H g7ot_>)0VQWNC5t9Ig zNAdrFJ63A#wfxLf8o}2q_r)vWy zm})!9`66&IR5BAer|TP3uX+Z_P_)wg2Ik`<6OP@Rs+K$|1ujfE>Hq}A@6l$V@EdXH zp!MFSj1W#y-dpAm(CS3kzkJcBrI}DRA%(Q;J~Or|T?RnD|KM-^6Gm3j)Lx{xRUEb= z^c(gg917u=pg!n9&%1B1=X$~Fy;E?;gP!4=q~|}CLJ$PW27+%C@2J*d8qiOnnEia* zc76^8o^5y29K75-5qneqb4so^7pj=l?mGRVBJH~#zbI5XXmU(t@= zKQWy_?9RQdrZZWrF8$>*@w|ZO?S?DKQ;mQ_eh~k5&_y6x*;W1qTQPR)zWVYO< zpgeZ3ti~srD6T6WOl+Ks{#F~vCh-)1J1z2Cxr&IVFlH=34~jpNev=!yu%)@N`7O~y zJC&}U-TKxFl1RlB561~I#G@=CA|n3Xm}mxsem2(Pb8v^F3*zmbJoM_LLAkPa-m3jv zAjAqPu6-d6q>?_|;VM|$m+}~@9^_oaAEJkt?g8pe$cd;$F#;040jo{4ud?=Ai2 zzmdwn8xkS?P3DB37AY$n{`+nh)rnp+@>uxbx6&^8<-7UNcEN{FUw;^Sq;PEqd}6}H z49_>xNWo4IO*Gt6XHyMk>)Zh&9rSoqMRTGQt~o8jm9N_K;_R%)pQhd#wnDD>&TP=% zvON+n2m6r9!}URl`yuy-X2DA#a!Cq=P2@v0i{8yL9IcV&EZXkbF(na-lTPLiJVQvZTV@% zeJV4m8!9_x6%~5rHkAz(=;9icnc`y=zKVPKtK78uG=E$vo6e z%6OJUY?+#0bcD;kXBF^&^Oi6C!BbK*<-T9@hj!{1Sk_g%1l+?MW*<-hK2Y-uqrm6F83$_Ghk2EQolVd$SJXorIST(tYv`$*eV$(_uMy=c`|G=4}SgUA(u0gCp?KtWfe1mk{z-vzMn*f0~jj!Fq!##}efY-CN zw3WHFxRo25JA$*%u+QDj&o$ba;am*7F; z7WBye;Cw&%#PY~-=lU)M#vZcxEdjLVyK~3}Xnv!47RS_<6h?n-zaF7rzvUXRI*U4` zf7NQ`>cndOhohLyn6Ma_@0j1`zSn*CG9WOR?2-*a>muz=4tA}SnbmedYGLf6H53z( z%F{G9G#1^=r3$73DJ!w!ene?wzSoU#j$kSv#_Xv!QtMleu8B-XcO}chCdAUid0{m$ z?z#+c46W^f3*|vuA%`ZXmuXJ7PNtKwmHqt%CtWfAoS%);S=4f87bVv$qCLShf#Qpm zG-ZBao}JVQAsVykRZ4jkfss_-GQJs)?NB4aMr7Ykv;e!15u{m{FQTxRW#3o?V}`mc zTcJRFrbgmizX@o@Uhfpry~K?VEbt8fTtnAUilMPI=RHST;3`)w|uB34<^N<}xU<7Mc4@&cFYd^?vW|km)W26|%{3Wb>Qd zcjJuUq??hju$ZxrS7)&KsLmW#&hc!^Z*Pv?d6f?@VmPjhNoCHkt{6Wb-bMSsJ>=Jm zw25d>RQ+`A>I zoX0UopB>vmM17*oL$gj}o1=JFR1$7QT3TiwPx5q5-NbyBj*+X*+{f0Is<9uo7X)p5 zCZ3(Td&@fy%-2hcgiRfH5F3I^LI?gT!REn|2eJ1*uDp=AkTN4JB9DSe-*a%>v47-V z2OB>qT;wM9J4Ms;$#U_(-2Mz*M|+|arSz0D$@W;}{eE}6_q(v7p{JoXGnCiy*?M?e39VC|J~yL)VOyn!W0CfDvX>Lcl;`8;x{A=6-W^E>NT7VUUH?}-Po$5~Uu zrd*joiSB$G@2%RZUYS?!L$hwE9#X6BW8dlMb;Ge;`oqROVJofM&7IdCOgAzQKQn*U zL&E*u+|Hoh7rklkx|jJ&`tyZ0Uq9bBDB>frFYx-6IT{)et;_Er*pMJ_d9xMzsK$KG z{iw!D9iX1kR5MVvdeOde-@Xv6AiUUeL(H~d5OjQN?^B0ZFM=R*fBR?Drs#dv)aH() z2630;&w|^EROr;z74+WJi{M5dTVLs^kB^Jb2u!PB4foa@BOstiGEtW>m63s<0nT9| zpx>ZEyamqQ0KX7#a3P@oI){Lee1rGj=ZbHr{y7E`0wUM~0_vY*G=bymPYmz@r2lz* z8y5rt1AIdTJ^|k#|7$e-`)_am>l_*k^g#$IeU^{_j!H%jCMLFy=5|hy`f|HK1DyRA z4MzwFO!C*y8wo|SQwRviISXZVCv_QVZX-Jz1_NU|LlXu!8~fMmK=8V81E)47P6kA7 zHrBR|+-`g%e~sV<&R?4uNr?U$;$+1~qAnv(^x4kAgovGiiGhiPAD)Pah}Xf`lv`0m z?4RPmH$D<`CntMuMn+dxR|Z!W20I5c#!p;aT#QW2jLgjRzzBLrcUva|H+ow~(tlj! zzpf)<;%MYxVee#NXG`>YT?0cqXD2=qlGlm;`{y6`Y2s$_ubFHe|M^(J12Vq$Fn(fS zV*F2HP8O#BhuCY+Kg9leu76C&`+6~Mc?&laYjqI|8(^t{TjOVD<6!0eYo7nr^{+eq zhp399iNj|*8$i;D|6ecbpTd9d{CB~>=G6GtoS#^k{>Pku>-wAM>qBrWnmF27JHIZX zimincKQk}me`@}BDUE-L@qc0k=K4$M@2&qXq5dBw{@(iU5^@d}z(N?j-Wva>f6nmt zwttT2Wqf`4f7=ZI*lB;Y0$YtAo|o~zw=F;Xs8GH;1cV@jgou!`+nd8om|2Y8seTxR z-`}W6P}p!q$@NdjT|z(NiA5}Zo#jz2t@3A6moJ?a6|KBMWedBid5am5L(~_N69RvK zhQ~X+*w%7$Ja)X~xpKp|<9@s}H%D#u%;IQjx^tMSn#t{aKehSAb;YZ}VzMAImDwb0 z&Zc1rH6MK136pM9KS#lQc(;>nm*u{lx~j1=mO1)O$lvcl&nL6jyF|5Yq}F0`g!f{^ zD4Xx$u*US~*Ed3(GqDsMU?*-mKcYb8a8Wri*EI=zO|rGBR() zXq^Rb?3(^ z;Pnz|!FR)3aHVZix)PueoqE>IfRNR2{A;k(;qcq)9V1IYx}JBIYFrY*+ABe04eaE;bhP^P-izbr3Dd){JR ztn>$IxZX0Vctg*0gG+4nn~$8WQ?>>k7OqzD}Abbe0z2fXNS)@>j7 zEYUVNcQCZyu5TBYlvjfz2>9ml9Y;!^@q1@U!s!edIv&sUvrsWiXDbc1`|#`#2{P@w z;7t9I*eh?2vGJj9M?oiTH}mfBjtP7>i<97sQI6}u^I=B2kp5Qb5T;}Gr;e8=yMl=2 z1%CdW49Afn+6wC>aRT?eyH$S;XHrm;uIEu*P_-bR$7SUVolmlkOR9$Dk9<_}PW*s# zL4G$$3h|H53468(p-j2neH0=BInd)ry(avWUw4qN$E9;KiLa&|4WwAoL)3@Ght7%%0^OQH8V0u5_ znN2o3AFMugr+hM!?(lx{+w{6`8AysH6;A_{dA@)Rd~4t0?E{#LQ4BS0gQw%>0|p*B z&{oaJC&+iE+^Z-WMgs9$o?a{MI(1AWu;#>ch1r<>=bbrSI-H!JMU!Ks(sr1G-=ryFDb zJwpcdvnc!LyPbvxkej3qrMsP|aJw6(&WWE8`uL^9y(#)#y_EzleHN$Zm}D@U++PaW3_9$O2Q+X$Tan)FcML?kXv~qK}h>K zS=iQSG}}+;WBs1*@>g8Ow2rHe;pp= zj2uTrI79P*)7}L6siA-Y@R;w9yQ4g=bD0=DDqyJ~!@iPy``ba#QA|IHT|0^#{CL)H zW7+z_m^d@QO<`1OAFzyLG_fjS7l3U`O}A|xtn5TM6HX>f56ck=78o)IB~S>Uzi|^H zN-?$Xcn8&K<4+3!D9eisK;P9hLt* z=PJa-USak-5Sb4;Mc}gA22u$fKy{E03_G72zU@*uO|W;^>gAC1{}7feljv;~q%xO$ zE%{Rtgdbv)X4_hvsto&K>>@Y1VC;~z<~{}wDR77~J40E)BIeZMHsez+FCmBA%*WnI z=Hc4+3GZGWRtSv}8J3*V!aRT2TvwOo5G9IP#C(~gjO3`ut_{9hzw&|Z&GamYOQb@Q zeL8`hwDu$M&^P9}Q9x8M>`JIkJ@9GQX$K z#UPq1o^t^7hyeto1Y`++J@~f>q;yeJA}PF=iD0yj7VYW zU8Iet>GxY^+ebd!@U9qriOP2v+Q^P0i;vQhj*kUSlDDo50$k>_i{TTiH)sN%>~x%J zQ_m)m-PABGYlKIvU18E0S3EjH)_3iex7A=K2Xpnb{=3E)#yKr=`c-`ncpgzaT z@xx8TRi(j#jaR)h*0!b479_Flv*iq|vW4WW0=SHhf*P~dk4vQ&84eaUwB3=?Or$!osrwS z3Mx6lW6u!4Ty;nT53cxbacV$@k;Xdi22Br8#yOK@oe{ue<0tsvu%90XIl*20e2bi5 z+{t$&Z49-Rie~RKNS+L3pmPW*ha7z3nO<;C5Ye$Le?)tD=r_6Pt!@Mvrv(HWfGEz8+>v$X$kQq z)XUo)23^||uo!G{Ecaw-1$1<68`pwXlWvyt5(6ei#zn4&*%+SedCtpR2gS=JF2WJi zMg?p<*No6U1^o2jDrNoRT^gR{eQ%NO+~RTsNiNI_-a-W}Rf(O((vJ6jEJw&Pu`ufi zw&YqK8!~XgSwHR-0FNs2uXv+x3!PxR5fwy{heH3`!F&w1c4%RpNPlp~*;@G`(WuNk zHUPskdu9_3s}@)74}bd^o#FKSWLqu82(fBT&Xa6a4%%a%v@N?s9kmoY zUAMe|nOY7<7wyH`z1qCHt$xB0ITnm%`JfW93n$&qTHA#&>4!s7mJJ_0WrVCduB4}V zr~6zBHgT(q$&p9ztW%Iin)`-gk`P8TyOcAF<5 zWn(C{1CDmAw0elfCFL)o|x%+?|U5rsEzVI3VUOOeK8F(Y)+OWnp?Qk%sbgKvQS!XwYk4pd2x3pQ32h@^LWb=XkHO=i$Fn{geqgNLIW9iMz&JdN;G9t%ksS&x#`r!{Rn zk9s;1Pv_$7(36w2A2hEELViLb(5?2mIA-I~FzAj7lTt&52_m7$Hz|L%PX|p@+qz=F zq=P^um@*FvDj|k%2l{iNc7NxJTQ`b_|JThagUu&@5MRvpST^G%B5*&Tdbb{xrv;GfqEc7!)Y1!kgPV;l@6x%p(}o{;x6(bTf7`p$G9amu55=AI6#|iNAiE)d@l%L`cz91@JLo2(>#Ngud?!6z@Cqmd31A;tpZ$5`EL<$87)Hw_>jX!! z-$cDA(TEFzsQX2{00Z-_9kxijnDIHy^FmPYLE*~7dZE6|Vx_%pZ>l8u=?Or?*Nx_( zTweE1j?3;lgEsMvmTerNmX@m0L2@Q*MY}+F$6ms0X@KslNebN8G_2MA|Guxq5Awa8 z+p4*m1b??{@Phi6yT4zfMP05)JdQD1U8Rt`M%F-0MFI@pq(ETJl2lgQlT^_=8ta`V zyp`LaBM1eSrPEjkoepPz*IG`|$m5C_#5An{u!TUKxHL=CDBzceU4(~un6`0Z_GLO8 z8U=RL-Sc`lV;Tw6kmDOzV;eK*$`tDG(ydAF1UT==(!as3e}FK0Sl_>b;X3F{u3lro5k)(=1Y~J@%#VtN&^_aW0^eZXmY&23*1LO^{3di-%-q5 zvQ;I8|6J|#AI)$avnX%gr?~*ardn;H+RcA0o;(NC^YcwdIugfXCD{wIz~iqBuj@H- z??rsqMNom&OgZ^;u2^KXV=Ag#G@c6nB}63EM{XykS72avn1pv!lpDp2Kwle^84!)n zRXqp^>ccThQ7zL|urC~YF+tNuj>2udX~KHXojyt-8Pz5L`6ubZWr zFDer;t+jS5%U}RQAa!dwYV72_VI6FYqi7R*zo59KNIDaGUI6CEfGRa*82L zvVnYzGOVkfe0y^Dsjca-!n~u*>xBFHc4PF_6$5NX3q>xgy7EiORP(IsODBi!k(Pqf zdz<;%PeAy2g7m~`*+I^&>g8qC^qx^O>$k4UtN{$dZXlMfIfY!7ww^s6=Z)sHXIpsN z07-btD|B48Hh;$XU_N%lLQO|A9!J6^byk)}AaedEO?-esr+M}+L@RB&Osl2AmxqSV z+g+ZbxAXIRt~`+k5MYY7fk`XwHsj?+fJkrTEi&(iVNyK@rXOWu*6%(#{SsnVZ?Ih& zu_(+`#Wd-Qz;Wq31&E<^Jln=jKs(#Xq$_mWq{p-P%2r^j(}ej?$qm(t0qM!&jeinHg36Em4& zgLS*w-(se~>tnWAsIO~eLo}ks{!U-oe!tJ&2fW^IVgA&Wliw0ic4w<{zefwkQ^NG@dZrR#iWnnQyW<(7o-_HPljGceQZ6W9-p5^l} zmaBl6n%gdqmljGpp6{*l6Ja*^myWVK+ooZY5KcH*`C zlccKEUb`H>wy=2b+4yI)3_Mz;(@=XS(iln6WEXXnmA7co&1&cqT$ppCHnF~qwp_S! zTr+#{FqXRLBwxV_7 z@z}Ma<{6Dbnu!WW>^FI`wjq*crMIz;hE%ch3$3BfVav-Z9;21lVe7?My&Qe(Y1ehz zPy)3QVv>g}|J`Po#EQp3+4cZwG%EsKn6|CG3)Fg;f!L`p@ zmf(1QFj4C5M0NAS%l1Gf;rRBJ>#0!SX>iEcy#Xd&;OR0RhtH!{D3o=~elkvq!Q%er z#E#o}-}r(1tUxx?^7$hBCFPa9(8~8iF}FRM#Ntmh8;qH}R>Yy4emi3GoilJBK=zAt z^|OZTh}<@gBcFnucg~U}KrwI+00*Pi1*6KGq~oGdGiRDU$H+Rydm(+X?0J$HuohIo zIg4H*MwJRz2N(%D0r$S1s5eFc+rcKsdlt}iyB@w3`%y4poYO?~9S$b80&iK{^}Gv_ z0}KS!y1{#G zB)>vncisMk)G2yq)h=5_S8dDlLe7_m_qU=r{PD00&^+DvPVhkMoq>slaNu68x3xX+ zpnLs8RU0H)b5P!*nO_KSG|fW$+vRF62MY}q^epf`94lZ)jk`I{L?k8I=B{)duO$E&nr$F2CufuNG&YiLA-0IBDFXQFSy zbev*1@v@s6Ejd=agD_QT=!nVBS`OSLs{oX8J8K8`6e=|&J=~kpAtNq`GY;em!rsJ;rlVYed-}VbmGZxRd2+ zJ6blB#FWobz*R3-Ha$=L?I_=6c01O=Hq77rYpyb70GxU0i;&m-WvB{%&*h=O^BHnz z((OH9do=S!I3V?+n1}-^eJ8N);^PG3zrV4v*=&)7)CqiP9b4bF6bs6#nv zQ)AkV%KQxh`4)tHJ+4qLXG15{9^T7HaUNxxQ9p2_5<0A3unj`{p-FPoa?&nT)ky|t zpba&wq)_;cJanbVz)1&Rho$APTIv)6T1er3gYQkhmyro7Z5DRc8r1<+^ZkBF**Wo$ zr22gVYfcxtUv_yn-gnHfo$p*zJok78s2fT%I~Rj8u65gehuiCKJ}np?W-#49@f za#Seq0k1`~>^N_d|4cBZc5)%~jjL`P{NcAU&Fh+?a$k8RrLXHZVw?Mie`B!pWpO)Q z6$Hg}64QR73dQKI=y+}xvG^sE4yKK5;e6gNsVHq)EII{$tN|?jf;he}UG1{R0Z!Cc zm%Z|q<1p3+gmIs{VZ9ONVLBtqUg@9}?}wvVUUC^s19jV1X8Ne7Q7W0iw4|)Q8uwY? z<*}xdtQ|j-4zxLxY`l-lTf*K0Bj6v&SD5F;+`g8U*PVC zGqtn&2~gl>`#d+f16(Omd<@mRS+>_9%G-cke2|EzJ_@tx2(~}9QwSqTkfo(SH&zDI#fx7rY0AeLqRRPzVC#}Dev>T>xs1*;tQ0b2${yYMB9;;Viw@?c> z95l!Ky~5<){_ciMQHrErlZBc2YXF+k56b9fJ-j{JIKr~TrxscnzHd$VrE*Nr_54cvGhtqm8O?0I1CC)a@9bdCtbq7SAN^5e{ z_vh_-!oP~6!P{H>N2OU;v$tJg zis*My$QJ8c#ICt+a{H7f{md$hgT`@~2c{ve#bE0olVa9{cUT-tIeiNr<>5=`>}lz_ zZp8PIEregU1aHhOr@Jzuu*B7=MN}m`Kx-5CJ5|SDTHcS>te7U6S)9QKzi#{^UGir+ z{yXDTVf!@qlF~i!wOuzjzwO4oBDQ{cEwrsb07$i|%(c8cKakFJTAY@qg_=R^-`V** zq(`<5(Ud@i`R~%fihk6JcDUo($uRO)J~)Y!Ei2d9LF2z57>X-+u5M?%vB>swoj;r2 z@e0}Oohp23I=gTv;gu?cQDAhRraB_8a7kv*Orw6^H4w?Mj7>%GeMI$uF?aDz)x0nX zoc!?&P0mpkSr(q@kNhO~1e~)MATw!{cIU7 zGG{Xa(ldaJ>gl2amO%Xu|W8iuk5Av%Vh=ihOlpv7Ti*D_^(*@K@E_FeV5ez~x&qDWLc?*#cNu z6)s%VGGm=6%)<}^ZA1k0A$}NN{O2aj7DdzpW^usqPv5t1O_boqF&-5-w`e20pY9X? z@Wgwaue)gxpQ{@LVw85!6`giJ^2MVkSJ$#|WU|__Urg55)PhYr1KXv%CcHaG`Pft1 zTkf{gwT6owwp+Da*lRZEHvb5NVk*$0x%Z1u3D#2U#UEN%{SZa~7IvrFe97YBvj!wJ zFL<79@B*5_COuj5I2>{??HS^eujwRmaq?nhSA4G4Zi7{6RnQiaRK0=?QCaJCFB(P8 zZ7CTH{f5k;+?JF#M!~u0R(NfJ+E(M^gIiGha9U13+Kn%oK;1 zSICi9+)M0uE+UiBqwP5fU)41M9A13mG3uJ1VNu?GV0iw;zpyk=AxW%UmDHW1C)h>d zAj0x&tEoc!+`{at_@>DF&%_Lu#(dq$ErANM#5Bm_KDO4XsQ_n%Tz1~7ZJrH$KXwq7 zA@{S;jxR5=@VwN$wLwDbr1le)3@^^-(4Cf!xcZm7dO72WlLwulotpPVy69)I9Uo3? zx;J_F^CFW~j)U%G9miq3!BDVg23l-spNxWZ7@1GhJ@)d;Al37cPZlpH)=5C&xON9k z3`y1O>nhuqrxdD#0pkE{Q_Q#y%aJ5Etib3MGKMhd-ct$F+Dko6FwReYW}DW$2c^w5@fO*aLE3#u&;FPYDT_0w zjqN>`n?5dQ5m+6V?^OPx)hpuI5%^Q_)nk+sW1du2^Y_E|?Tdw8U4`Rr2N(PStwbx& z9JDUpFARh<I!#BoQwAM$ z+CPDtbPW5_FYx?(nrpfv2R1z9!=4Y2#&b~|gM>BwP}H!#3REoMP$5;PhUQRUZpoL2 zX&Enip0ue}#jzu?rzpQi)B6S|>V*-DiRI>3dEA}M{7AH)nG8?$1=Px(9-ttS`Fl(O zGjI8uL_EbD`)533-!aF%;MUWT+)U9k)SaElvFh_wOsqAX_HX&)6EF%HtHG`7UtHR$ zU?+jhDH?cCjIUBbk9J*(2R$Tk*E0bl+_e_xmKTT-kQfUqzfx{a5|WjVvstys#+&hN zG9>YK;&suGpFm0g{K2kX6*+o zc2_oL?PrV31t2Wy5))RZ()Z?$r^q?Uz2olHZD@ls20#62RD=B^Wa5z3TZ*RJNCgt(S>)Qcsz@|+d% z02bbA>QJ=e&F|qqaScsZ9h34_P;-syYVk-0_rqknX>67c*F-O{p{}GRjyO#?byL_8iyI8;+SQ*DXiMTmoJjrsdLA9*(dcOB=bv3If zL9LSOB4FtWezNsQTvzc->Tf1J;^vL^rnO<%^Nh6Q%=41{c>W$)_#Jbh!(budR+Z1e zc}!2{R-4$oM=&8`vhsXM3Vg-+NJSeu{rE&ZmhsWoH*aZFyyjT?b^xf; zKGG4(Ygx?sMM%M17)Pu$B@iLnhdgGTZd$=NWfEx;C;=)p=?2Iw#z(5FHcxFPam1Ol z$^j}>oGKc>F07szHwAIKrpJL9Ps9SsOeaNsnQ*4O&mOJV;(H|%u||kR(zv(#%U;w` zsH78U6F!3MoHX6hkBk8J5`0t_PN5~(ZX2u>7IYM);kJmsuj48K+bGB z3?==kwXzY2X18M7COWplwR8(q;)2Oh_-uiK0C_wFE?<&dD-}4Y+`=r6Vw(jj@-ONu z&#RrfAIPOz-lIzFQfVIh6;i?Ed~^8u1_nyp<{RgL+HVC(T!mfwN#Hu83 z8ohH-HRGV6Gf{0MN5I$ammFb%zp&5^|r9mL_gbwuLXL-dqYyp-)k|q zy!r&r&p#3d$dy}cUx=<#^WKlSdTp1rAB}KiC43sKGjD>j6P@<_y`g}6NE=vYBC!6M zy0kbj zL>msMlHvd-mL(^0rYR+mXtqT-BeIrR+jhH}n%^OQrb#Psi$2ucp(w>0DBe`y)j@kU zG2kAG)?O{vs~P(XC|jYC^}NC%4B16v3}2)-nBVAAfk(jm9U}FfRud@W$$H{UzbVZ_ z;jg2`pMgoHdm1-uE$eUQj8Gz7zNpHLQP1z0NTJGD0?_5P*N3a#EF<#!Rexl^e%of> z!a~w$XYqMwH{B<8WcTg2c!Z>bxQL&r0rJg9gPH${s^V#Z*_6i3_%Hlv@YY{aK`c?8 zE}l;+L8Cj!6MR}Kf7lbv)!y`S!YW$^EV8OwKPLV@8|2D;V?L>QuaR zio!H6=#AG7T4jRM@`jR+#&U9Zy4=Ghj@{sJa`mOa3UBwBa@MGDPvJkcFrr>%!WX^) z`ZzV6ojWltrsPcn)wz&?l{4GG5Jl(&=JfG7(cL^_sh8Y5K1L9=>K&-ZtPQr80SERK zM_0d@22kPMnp_EN_jGe&q=p!yA(ObGu04bpnQl;oY?RN{Ay`?q`d@<}d7@!4|tD=ypX zgR$G?s8EdcmHa6|aRXL_ygK}oL!GRTGc2V;$&bI(?&1iO^778}FN-2dchBP_`Z%Jh zk>guye`Yt8#MreY-L6@ox*zok#V+OpczHKy)6v~r}$bd;AxxE3pyxw zc(Y^NPb&VvkK0>#EuR#`Uf6oWd~}NGR9ptqE@fx1%jDs4Xr4&NX(MV`cYTg`bn{2v ztG?vVd7Iv~j6>)kkQeCe$fte7hHttTl)@I*u^=V_I!#cLt)e?82zip`UkvVUnA{G)rN>6&NCir%S~6&NSsJiJWZXCh+pfi^}#(!c!)*0lO~rGVzw$WPJs znUD>evtBG@ereNj4(m`hge;Id#np}xf5Mi+c~YC>b@5*RnwOocp7(1aW>^?;{Zz2; zSGAz?>1nE5qqS=K&Fysd$%8|31FP-I8M_R@TIJQD56yU2UF^6Q{g%f3wIAv=0M}CX zZ+u>EeC{9=x|J<$0p>X9gPvuhBeDl`)2HMnX}T`8e>YzqCQCaOB6}c18@0p_%Sd=Bb`J-Cy<@t z@jO(|NHq-Y5owMS6^5g9_d|NCrWsaUze6+9_>t9SUZcB3GF%~vARC|xW=SLEy|t~% z>gW)pb$?M{<>(04-U0Pu+O1OM?Tz|ypsOi04*Z4DE-?y?xJIgoK|Zwx`mvNx-3(cr z%bH*A88jzj{%{?a9!0Rm#cZY)WJ=&q+^n(CGuUz!brf-nM4hoov&G-qYPz=oWhJ;| zgP={iuDr|vXMn=3H)y0p)ay3hLlz3kdY|obl&Z3C-hPC5P$8_)p9t{wlbxV5REFa; zWnHO9R=4Sz<-iq9z5Mqo?Z$w^lyX5_LeH~VPd3F@x?9gt-}gSO>PNg_)%)3szRldxR z`H50E)si2l8kU_26hH2>9?drpfVVUV9H>Wcbw8GYKi{t7^omZnXKrfrfV;LPf!>WD zypF#aT`6rCQCX0(+MjgJ*Y~wf09vD}gM@bmRc_Fq_MBVNRL!#k4};S71ZSEh`Alpyshr21GqEI@b!qcYQ|t6REL$$#yyHqEo$kunU9HXC6|EGsz}z% zv&c>y{QB;XB<9sa{hEqG9c%W{Dnne`0dx#@hyDgj+g|7!XLwcW>F*Pb(*#~{1-K^y zl8N~}A2L6?zFl0~@PAcGetD&K*VwvSx&{P4zOx>*ZGi5qr*Og1=7eVsr9LO}g@u_$m7qNkiIr*B zjC<()4b*evrcS*Ut75?9^OL+Cz0CVgNu2r_r!)X%$9#Brx+@ux_^HUZUDQ~OKuhRISzi6rXdk(lm8<9H7)m3Iyq_7>$d z-G#Lo17YGK{}CN+wgR@u9UKG03y6`}_`AwDTuFF1kA&l$>ryL(5Qs_2$9__3V{D>) zaxmx_g%y zF88&)?d+b9Yz>j;;b|un5-Ug>lVc$#c;llyKeXmm2`*~L+^0*H<4?DPKzGu#dW%lr zMbS%A-7cWAzmEpNFw!`jz8+RRQ3i%7=0-@}d|a~Kf!eCwV*O#drQESN_i&+n@=`$0 zeS6vyWy90C_8e&~i4iGFL0h>*JXC2DEPS3|HQ}BVkZhIaMl%joH#7spNiaa1M6k^% z)7Aot?=y-@?SF=M2b8G6y8Xnp?c!r)L|?G=;m43e{pa5`X5-9Tg1{Vj<6AZ6 z4eBwZda^F-c}aOan%9pP;|(VemAlyWw`6;_>+1_Ii;oi#4Oi+|2x5_7=LdW-Jddk= zlQ~fwG1=)jwz5N?-b8VJnk}vqk#mw#k13<2*hC+!g`(Q^O%3JQJa3X0*l3=i4=Cf{ z2NV!aOZDMOoER?6d7Buz9*|+JLg{8wKlQwxGaL3Z>8zovN+57ua!y{O6cG?vgYN~& zh6urImNhKL^-nW1hH!QM;MFeM(%@T=azM8vtlkduXZEF%l+P6mu~0P!>IfQecN{h? zQ8|}JA=!^ay7};vWyE&_&}5nLtSg0XLEmqfPvb2X#Yp3os3d(y_-~Ko&@;3AFATz+##$j%GRy9F|tw1f1ooe#GJ<*x99_8MZ%s=RDU|{+=-$@ zfa(~FPB>P) zas{F3a*ak%>5^3M@9VM7{TSI5)W`KBg|@?6jTcPQZAwv*2u(jVU<{#QNz_bCd8KZ) zJN-Zx&$^57=>b9nvVR0K8`NO2(a$-LWZ+Sn_Rt}PSI}HcEDZ8J!COoXUBItR8v5bT%3#l zu?uUw=+A33lL16C8diXz9Q+_VuM0lCJUSWV9A{L{dZ4ZAnWP6TdX&yTEU`K)kDdVk zqQG4K{Y@0zw*PT2rq)Q7aqsV5;r4SN(Aw0BruD=ZKIYbaq|s4eegt%YK1e+|id0V< z{E&U(rWNfB!Z(fFJgJZMN9LbxpA_6~^b+ecYIqS#{0?M=d|eea&_s&Xi~5^$;iXgv zABJj*;nd*1lCXs}QOP0WbN&Kq8d~Ur>;&Qh00of5m8huAuRU3cE6|}|d;^28KT{j9 z5rEN`Ml}>>rkvL9jeit5;rjCYWP|!z5^q1kOprn3Keh2%>qC<~A?ubL7&ru^tHEYPw0B}FVx;Ot{u$1tbX1~)xw)w6dhp6zFyaSlvWf* zJQT&5lR|AMVq#Ol--Ir;7X1E48LA1ME2r~N7Jkd>jES+U@L>xsF?dSY9DoxMfBKLM zm7*U)(J0@|x$OTL)Q=>SW_D{-59qefb`l*JZN?*&)*;7J0+X#s;CfE# zt)2g}=3;_=BZ^`pH(%c3R-WWD{VY%abb3K|^#3?J>wqZNcHJumrGTVJ_ee^INJ)o; z(p^&0Ih4{d0@5HQX)p}kp>&JVDIL-b-RBwCxAtCVe`}rXcm7%`tYMh#&XPN%QYQU9m*|~bEHd+)aoL#CPD4~7^G9aS}`$QiQ3Lv-m1JB z#~W`R;}j#^Lnz!HfKezT%*$!LCmMFrq++zS|<@@xjHFE!jw%`u=g`%bYE45&A_Ia)hOD^D&8Q zMnxK?VZ#o+Z@*0fG^+2c^y8qH#&HbcC4AO<$9q14A3jIj)sNTJS;sLePz-Jgvf=&` z-zFWk)bdw3XBN>4AXwfvoONhGjgKD0jBWa?fu#TVAp1owD|-b;x+*zi8ftD7I#&w1 z6n(@`ZrR5GHPw6jm&!ffPpJ~4(C}M>>)Q@2)2gT%^R<)!N^~JO}Rn1D?9saz&6XvSPKZYxE^kwhoK)a`7 zU9nC4R@HoD=>^yGnw{0zuR%VlwSR;RW?wdzc5$n8goMXg zSdC-P6Us2Xr&%JQec#{0!nICb-t*$~`2lu}dvE8>bY6!CDi~oZuJOe4gj14X&FXOH zDAoz+avHKO2Um9}^dIFmq}1#d+Y)`PJP^?x|Q+Z-K zpO|s^ikdVK(fP&u<|565Z^$opuOFx>A9JO^7T8(Ex&=^bs<$WwY^ZAvQ-*g5E6ucH zDJu;w?l7)u*-92n#~y0jq?Ep!u4(8qlnSJMZkx>Q5;SyE`%;uuIoedk;BSo4_Kuac#nkhMlZ_tW&wP`3$!PmU*+cJDKVG1})zF zuk8!Ae0E%-tmYowCL`z|*DfurS^XrU25GF7nN~em%8UJ1rUi;FUr%oqh1>bo6&8K zAdAt~KTWFT;WaO6e&$6}Ii8|&An*1GPdKdksLPuN@iMTvyWUv4_aM}2n#2Qh@@4zWm3k#zzSQT?U^l%r<42KwGr^k^o44{LbAEF=BU9RORNa%v6d z9ZET&=eqo&jw8tW;Dur!pF-C-xmy@1xO5jv2<^Sr*Ad9=5pIlkcy95`3DHk2MBY=I zDSrY%T{WM>&eOi9PXrm5$0pC_7R=Lk!{Gag2R_vt0uA$Q$DIN(OZB>h8B%+qotlfu z)X^I{%1{k6ug+k#hGLsM0mv}3QDWo$g5g|yPM~kvrT%ma$F%J==9$Ma8Dn7C3-X$! zf?`Q7*VSia=Ze^5T*6X~>tl|7DE`Abzo5$>Y5o>M zXk2vPKxZJ+uU@4{eM-RIexoffpl;!U;m{XIA?7D-V#hu)3E1|3G? zPYmoj7`^-VVuA@4S0X7Mwn;li4a*PkAy;sV6{Unb`Vmr`LS5DwUgYMI6~p-$)u(#{ z%IIU=nx%g2is**Q3vvw}OR8J57ZeSBrKuuTA3=Kb7DNnzkKXs~Irif?7ANU?XQKJ)=brf{`mCWm$lWS8jR=cr567R+lMjzxHQu0{07985HGpofjn1`Bu_xf zu*ayJ2ew;tDd%m!ubGfAP0Ibi4W2g(BZ=1-#SM}lDH#Qcx(&t#@w{$&T9NcbP7{SkQu@h#>oseLgFC0&TB#9qKPpQ?x;eUvWb}lo zE@_ttpo4~Q4;MuQ@Y>z$80>}*X>#u5>Fj@Y5CI*m(41O(LMVVSRK_2jZ8!Hu%TOjC zxr6Rt&b4X=vjN=w?^gT@-D)fCoPMp`~UmJ@E#l8|cbxRYanL zuo4a?3r8nCpjC_cSi~XT+IM8AUY9#GCS&Tr50dc65A?iKLnsbaXQ$`S_p z;azmXk5ib`Fpg;Rm`BJ6so00bU$aGJPvj6_B+lxua@~Rze;l07jbfOS;ZGf#>TVc= zp!8L2#@8$z-6+VsF#vtp_pBC`gL&l&eH`M>a8z7`b&dG5Nb&{JB zjvSfZ?Mf+@I4@tDzQ&c<{LV_APa7x2uJ6>z;I`g);;+y{Cs1*BZq48@Dcy6%35ZK? z7^akNR;`zG%Zsd-q`810O#JKfhK*P*aH?8%Gd*X1Hd`bJh-|z*1B$=xx8^_Qxi8`F z^&_4QYfsU&=gb!eNe9@kE)*BJq2cT=cE?IFdq z&!TpMZ(Kpnn8`?uzQrt}<5-ed#Aoi4u<2zc<)2;vr)jt^iXFXoK&esudT?7j`jn-? zBN%2Fby#am*}^5VOE@;Yg9<#A} z-5$DoHKVPV?lI>f4ymjlXoe%53$CS$>{?onC5{0Ol1VYgwDM0a{8;mmtFgmCI|u1FP19HMA`nYEa#>@|Ds zrU;Jg2|@j*E{4Lb0c`*e&(K)UMLy>z(}nD{-U$zYoU7CF-i<$AsVj!Uw!M&@vHszBR@G4-tDu>m_l0>_X(!6LqB zcf9x=5$(I+%^Dvt{meA)ZjuQ_X4c7!0@k2!5`1#Q-ud3zVgfzZHP3Ar5L@w2u)i+& zp)nXf;>5HCOr8-)(CizaL=^Tb-!jE(b9_K>8%gLc*tHf`eTj(Y=HuDTA+xXh{y^1a z?)73S7^yVrNaL*~13j;4(M%`HbYB10)yDTmiashNdp8ahq=`djgP5GS<=tY4!$&vo z{Io2qm3b=bt0#!%(-L~8f+OoeSB`F|h>-Ol#0$oE3fh=fOKI)~1Gx$$&LDq4H!Q3v z@voRyqdad^DvWukP>T|m7QmT&2)p^mE$LE-&J#$kd(S?N2!B(nHIvK!g?!Ow~TVxU<3h|XSTY5L?Ed!6C}UGlbPPx*Rku8*4ZFX7EI zTw$N1y|l`c3ebKPF{g{%s%v+@(C+i(FlkuR1>pl!Ismfv$KBK;_1_mBvs}0m(3khCR1Mc*zZTsz_JeHd@ia1LV3`BO-i{;9L(x;HI$hSmHh;ekUws|iJLvOt*9 zMeuBa{0v${imqa5@)i5;=i$~S zH|r;2jN@ihOfvemDn0forr$`wZn7Sd(J8p3Iy?G|j=al-l~&JrHgFl+k#MagCN<^e zBA5n}^Z<%u%M;y>HQ0De0#1zlGNtl3+pC?z{Z>;g4r2)j<`rIt@4kcqpg zD$<0NxlI)*qm}61sfiFKsU+jKc^JzhM};-rhh#fHw6f4X+G~^&2p);D(76(%mn+Vy zfnq~WYG3wi>U|cdOfh(NSJC4okhzMdDcr3TCU0#35>TyU*3p3qDGj`k2gX5x!Y2XS zu?wpch-fJ-#ki917RTQ&^>P&|l|qj1OKh4{{{)QzPDnmB$KDVCmbIlYX5}JZy*b@h zp9?;3K5X!KUf})_eU=HNulseMypw|(x=2hvMWlcxnwNF`f&veJr}q>un$t75f>i4P z1%I;@5Ch;xk#w0bjBaFjOBMm7yE?krAkCwu@w!u0BG8MAtwKp|7&QCCvK)>}=SbsactzcPA!l9jRda68 z{ePXmp)Sh9N%tS~4@CyEf8?%9^|&(>mT6jfIYq#>DwLXz=8i!#3thWPLso^Egwo@4 zJjrnv>Kr2VCF?8WTq9vN_?2Z0)orbqm47I5jt}VWD<@rogv3J|Ayu~a;N`4Sa7OK+ z)K@0@=?5?6)@W>n<1I?@>{qvJ`-i;}+!D-RGO!!&;2MIvI4Abt9I?k;EiW{i533{_ zPD=@y4{c=|76GL(&^iA)v(R7VmiA=H=a!J+RGj#PyChSO#7VsRk^f39=N=5p9Z)qn zRvkuw)H06Br}>ezO4D}3Jk{k<$noLlOEv>@%_p8>Kk+0~KWZ%0Zf@&`)Go>n*yq0N z7*c9?twr|iE3dgN8a_+!aNdz=bdHuHF4i_ntBjF-dp=RN7_;55#p}JMUlemTkC;8_ zzSdV&*L1NGS>-i8yS%3>f)?6uF_UJLz}nJAFt4Vma14J?O|}9p3StPyi=)PXLHM7-i@Dp2p}~(Cl=!0t%_;D5sI#r4;)Fiqfa~XUDWu zdaC`#r3A)5$V0gb%KGJr6>e7Kv=m!ug$HWMI^D7=z*uwK?xaoPFb{tRVp8}F3f3vd zD&6BRJ_reW!B~xS$_^EhOF_pr9p}5oAG=8pGo8M8lfd6(VKvh66L4&!MmJA@!e_5j zL_L*t1O7M!$IVGOn4BbRhzVn0eKT;%^Z8M?zeV(ZdS+;Hb{<80$)K0obM*##DQ5jD z)^qVi1;JtM?HBUMR*Oki8J0BM;da$<1)+@XXoWhDTpU!gzuSx}Iw~mK1(W+oS><5H zso|A;TC((kN2ae|ziDlBAXBJa3P=e+>W0}gFiBx*Bd%+#5)vCI6EUCJ$ zc_TPH3fw^%hcs-Nmmh^;_I5y}TR#r#k(rE9Ocmffa_HEXneHg>=-}Qfk*xf3J7su^ zmI!^oKW8?D5-o}0FjL-8C`T!ZLqkPRg5@4dl6)_T--j@xT{heO7+#6X{IBMw!46F5 zz#_*|kH{o;UbNaa6Ct@<#9z~p2k*g?$>3+{ce(iL+|ldd0BsQw}aSz zdBV6KNuIwgMBzM)Xv}^0N)3=R@<5~OXJXqwbInK4E@@tVpF-Kz!7l8h{O8YLxO%JI zn7N$%y31w7;$V5)v(?m79p)^Up5yIa3|vq3>(+j+%4~;ZKHjKl&FPGu2i%jB+;bE& zDBSDR@rLGkaVs$kCQS84Ty|-Hsx|@OTg0+yzKjHd+bEhuH|cU24mFe@AZ44La+~O7 zz8!;OCWdzEhcnb zpf?Nv>u>nc0AAzsL(bas_Ul)h(|it#gkSCv?*sumBooI~^*fd^7$1afVupyj%Tk|{ zl6`>|0kQl;_hTWzI2sD`mfsYk?uGt@mXcjChh;C`#34^|=X;w@`>hCLu=J9b6++WC zUSVs~TX?uS)V+PWm}m&scExP_jsY^O^hv(8e0#5*h!J?>i>pBco`nXTy{ZkC^_qq5 zw=@5|csyumy^fUq7*));fDi&09CKfIyPh)ug#I9%ts}tO9=4s@sBc|ki$i-Pg%WTmL(3IkxXHBwIxx6!JU&nD66ErP z!5732ClQ;m*fz~$F0%VT280ET*eb2IQvBnBM2ro`vHW>Os9%dYr-lS}e>eoc%r`DP z73eV6s-T{{&n3RJ%4MyFM3@XtKDsDrncAr88WS z3!s;Nr~dv)ny(VM&b9xB#l`F}P*kyznkNboLoRey=jLMqGXy}7Bc&$(!jKPQUrh@c z#D?~20(=T7Ew-rrBh=dS7lHLZjf5hCUoqqG=|n(8|MtuO!9M~^hNSFZE1UlR;Q#r{ zd;aSi`(}jkVa_N(J+vhI&->)BU;e8P(m%Yye|^g!zMr5?vWN4NS`aXnKoiOOs}x*r zEK+C{Qu<8-J6Y2J+WH#c;fzqi=oM0nRAZfTYx7`SDmw#U07F|cD6E5l2C~ppTV0S1 zy@P^5DXl{N(p#Iij}At&*T+y5?Isuja9!$nS-$+h+Z2)9FzjVItiXVH*6>V1CW99r zjZM8_Z*8QHwQ9zHDL2u8>u}25kWM`e8FSSS)v5&TMxn=85fthptr7a7U1`6-$^Ydu zRKfI93=aq)cM2T?Ex&-h_sSV|7pK#gZvhU|@|u*pO?dmuwZ_sSQ(*EDtQ2S6!q_d2 zPGJ@RW(B>efITr+ecqE~+;F@^w)=Zr_8H){Du0syBC|=f&F(nweV0jLNYHBP0g#zS z@iM^ad4ZI$K>ZaN-wQ46R5&F-zEYLuKrf^3?X%{VY2ZWCqvzaf4jva1W<=;#*x*vs zwC;gHB`|#mw$fM1hz8x!dnXvc|0_qUwGj~LccXFbK1K&gvEcAkUQk!@F;%ZsMAuFB z7W~+4%8edSJyyFMS3Qn_I|+%qHt8r&#Br<6c@6do#A`Zxn6(xL$$H%EVL4^u4Hkm zAD)JmbFD4t+Eur{zQ@ZPI$z5EwFC#3>%irkOe_Mnri!cTp?3H*PmvS6W-b)KU_J9u zq6TW7B+4Q#s4-oqvmJ_1et7x3fnxuvvi9};e|B2c4sD`?4t=qSdU8??XU2?4pi&84K4va}w0dlV{WUK{>-PQ)Zs$S5Av`P1v!*m96 zyKcGx;Il++kXk}(?0Z-{Erl!twR;NauArxg#5^Eg?nu0ylbfK^b&Fg;h0?r1?N9JI ziHqqICdw(KRP0K(KjZ=S{>t}eX728KgL6EU>a~!RHfsY6z{e^1eDeNy8}Zh9SDMzp;L(REN9^FmoC! zHx{^s6^QC2LOxc92Z*fAL0-flngP{Stz65Fka^THD>uafknrd6>Kess?r~JdD|eiB z7Oqu7Xzh-sWS$A^Km9Xu{40R`?SJ0lqdwOu{{|F-OpJY9OG9iHS4x!iOdm`HmO#(d zF#vrNTuO$1w0GCvBpy3)i~y5`m&5l+y1eQpEuQ)(9^;V-YyD!7%K!|Y{8af7uk1~1 z=Sy%-3e=n9HFP?4VrEvR08;r7BOB*eeDKEmf)!4#%sTSHMdW0K&Ur{(^F~zB2fE=G zXv(g?o^LbM?~tumAE$xS|BW8+3zyzesG-Q74nVC~FQ2}D!n;+s`$SH=h?OJ{Oo38> zi9-`YSvxNN~pkbEk_gsi^Y z{3iNmjQh*&`EQ@?yCCW}DRVRXBZl@Wp9q>fuMJtVIfyN$)YlOMuio2PcE9zRNYQ}L#ON+BoFCevkfDPaHf^OKPQbJ+FN!KkhK31+HVDMy}0Kl}<*K}`!hIQ>9HGhA~ z4*Jdd!%o3#A!O;7$i&Y{<_X$ucEL(X4;t&v4LdK)>dndjOLThsr47hrny4ftEE=*#By=7kCHEux*4!ms$2sn%8XicqI z>aW1|($oOD81GP2GqqLJjFTYBcMSZ~oOeOd-fqXf0UoSwkE0#p=prqF4<2VodH6AC z+)fyQR#Zp<0ED~gtsH)WlCmHl6*2OzUVumJ$49i@N87XJFV?{k8TQ0#SGB8NOgOOI zK^d|E6?zhwc#oWcGsmCP`g|RD_ZSdU;ZC~|Cu>P418sOP2&b<|oi@RpRyizd#s7kJ zz+K?eBgAJlmyjADyLq+6n5JfA9}@-G7cX44ZxapqMP-!>iGRnTsvVZ z_i;BRO08QGq*q#{D2f*>=_nT$J_#KKWNsI~Pf98z~sfu4c4pGfU7soE|6>MlB&g2|0& z>KDST_i;AM2A*hq=Sn5C+I9}RtrR)wgqcqa*{%+3B1<4FN^%6BQbKEV5z1)i(W(pZ zQ!5L1f(%pz(vo65`4e_cv4b>Kw{WTe$#lY0lJPFHVu5ZYAIRv++jY9R;~r^hn-fjg z%{_=IlG5X-Uck?P#sqDg23o3n{ zsAP56d_xfPESJN~7qPKtP0lx7^0jy#tXrMzuW71nK^UCk1Y`;@qtS^4w(WuK@qSy> z{P5_W+kJ(H&I5Au&$&fyA1ZWP5bLef4l-?!Oir2x{H#r}Z>TO04KOiIQu!89D*P0? zRUAG`?mDQ-Al$@l8+8C}yg`x#s!;ZxJh=&~E_~V9*#U$cB}}}`nD7b!l78aih2vxi zXmM1N1u@B7>9-%zGQHi+l<*>ZTucYL0b^1GiZVGIowk(G3;;DS|C(c2Da9|*;O9Y( zo9=d_3&N%52+_fW!Mzmd$h3x=sEUp%Z15FW3U81_s-lc!fUn=uO59Z&E3HSkPsgEA zEf!C{)qA-E(BydM9cB2>!Sa@4z9J%8OKIfcLhZ)6(_sxez&z4vHH`MsQ@JQ+kM{ z{?PQmH!1xv97x0pr`~psmnu4)HknTGGg6|Dp>bDJ@B}r}zp4kf+u1Zy=Y0 zDIkyQ5wm*JtLSn4X;CYe6yX#gGlx?En5i1LcsCPVdF|9jUN&~E>VTrnfJFknm}4d2 zMs|`-O=NLD_R1jXVgTryiRAOhPEz?EHJ%vzwQrz9%ehlLnneFay~wH-wfMit>NDyM zbfG?*i|o%CI&UJGR4G^CLD+aO(j|fA$Qt#1fbdpWjyl3dry{ zj;vczCW7(~s%5~ISI2%y61Zz&`2&MTYQJf6l-{x#pUsqO*X$_z_^PvGB)Ns}a?Dm; zh!d=z+7$2DXyaf=)9|)PlZgRYUY!Hxd)xUq614vpg{WLtSGeie zNY1He(?pxCW!`e)_oB>Xqi8%@!{i29Yeno6q5DO7H~IjA2(i!7)B4#_4C(-N zhvkCmF#{mpe*F<~BML<{qWkW7alr4iAnVn`ks|-1$pA=;H%-^tJh1~M7*iTm<8CG< z8hCbo`-4eTMazvcCY2&2V^H?^B6OQr4TX@d_3l`isH>fjBnaOpi_?5q8pd$6Yx`?3 z(aMH}W%O4t@lWL&KoiwontYE_>XJtm(Py>yW`tf8k(eNkagILGqXpU9@z4uFXh@!CV?kt|dKL2TDf%htx&j4D_@)}>Q4kK$@1 zbz^cGd=WKm@k6JyTwX=?xc?~aWK5C8A8yJ7U}7xY>umVWVi0WM>0Z20`&`j4-tX(o zs!l)xZvW9YH0&wwH&PE1_OC{(;1D6py|-%F6TF*8tk}ASgC=nOM#zehKP^9kkp;; z>RfSRz|~F$9{(8rHju4o3ea`mFQZfK#MiQFs16=E0wndF>V}WLC{L> z&iDO*N;6*sypZw5)J0nP%{_d?d+y@oElDGQ&0g=Fa14ML430i$~!lwLVo> zKf(vO8#X`jRZm#3e^Q;@14ud)2XDGDT>Lj;Cx6D*&keGnA%LWw711-qbL{N0Qst;R z#q306uQ$`nyB~486CrI!@I}3qXbYzVAThNrpb8>|4@y8zv5zZA=4v$-et7RH$#GR> zK}bZ11?~0xd#qOkR^A2lpm^zFhc&2f9V;(H@|>yzMVLo%ZtLxFBN?I9p6;zmX#f`GYMp6d9PCBlbIieR{lb zm+af_*N25*72>pPwqJ)4TWh*A9G_TES+q;{X0sAei=QJJP20%XZs8pV!w=&K6 zTphAng#<9qxCw_bvwm!sjU3(W^nJMdY~`@#$H(y;W6?l;O!1iihE>W@E~&kGLlq>U zhRSQ5v$^h;6zwqfrm$jUnmJ1G5-mgJ@48h<}Kv(q*5I7ju zXR30g#Y*Qh3KyMrb<`u~N?e8x3JJ3t#J!|ko1AVx^b7DH@rBiV0zME{m7>57A~GKa zEb`VpV$j;9QF}Zzj42fyvjjq8>fq{48q1TOvIB^0fhWv`44XhV(xUBTeom)BFpIm$ znApd&5frHUX53>wVnYW#x#N4sSpz8Iy>fPe;!`z7l;6%*+u`H>NryQ(EEW>XMM5&x zcY?#>qS{rhYhUk*r#~L<(IGtD>SwWeBG#r77Q43!QV<2hakt4|S6tM27LK~+G~w<$ zrc?3{ztk+NhTp*f$Lnr7C%pr%W@_T45!T-hb zxTo;h!Ygygi1K2n$V?;Tv+$NGZX}MNNSBQBEMFLE>?Sgj ziG3kB*pE(DvH^k^enZ8|(DClGHQZv-XC7~I^)+SrMr0Z`6x&(^ga=-0g4_@{egDIu z9t%X=gxL`PRosKnuEanwhFf_^1|2JQ8t>x9q6=6SnMPNTK!Se9qrAJK({5}(tABxS zExk;WoM;RJgy=pK*w982;ytZC*808vMxjg~2?Onk3QpY@#X;u}VATaG=~c3C%Nv|} zN>68TWQceDT0qP8Ia{-{OR)k9CwK4yHY(_LbbFYUM$_tP9Kl9_&_!n| z;P*ZLIMP96<}#I0wSB*rS3=NA@jiTz*y7>v|FFtw4pbSQ4%46Io#chWkwW31N(2FAe2$bR<+Qw zFo)wDrNHyW^azW{X1WWIEdbO}ke0BiUwZJnCO&^}xn`k(Uq5ww7b>cof0uGBTK5Z) zN#9_#IspD%l-}~t$zHFWdFFH6N|x*@j&Mt_ez#__g?NvSaVq9qihWjvT4M7$i22rs zx{{;g3T{HL=mAG0gLj+>17&Q7jiE3MaVWnCA40`#ntWh&#wsVb*bT3CZ}{+4==s6l z04Xu~>R+Cd;$!C*P`4z0yIiR}> zhl6G=bdFY-&__z!38gdhCf9%DvZ6w#k*&&3q~Nn%4jiD`N|u>%YKRFFwVx-C3P?Tb z@S-q)p%S)Ch&M0QZ?)R0sUOI&VV8hO#Es6+Kw{@tn}Fl)EW`IxFSk`dieGikfoN@# zuG^WKX5;bU6Y9 z_2qUgV40lybh@OQ$ahHd0H46VuI`3P@N`At$?KrY;kHYJ>pox3swN)=3ILJNJGnen zpe=j7Z`T3ksy>`CDD~DY0X?I^qm_b`4a*CWOFb=|H5Uelb!P}5n&#fxAV}jCb20|6 z;`*FEHf!Qc2g25wZ=m8R8I%&tS@)Y)4V-i(63#lY#22AR$QSb2>B;^vaB%o3s8jG& zoa&;2xlyj+NAG0w``Z7^Q%F_(Jx`$;x6IfF?fW$%6PUmC&|NASUqZTO4JPccqfezB z>~s<rek6)@=cSsX|WJ?b~x|w#j5gt*)c;do`8rlVREDQ;9D@sQA#M198|4Xp`Uiq(5 zp^LI1q|z`BvgX|a3#xD#u)SCdCl~x+TPLy}9rK>RXaGGt2ej2RjI_U*L^CoaB$_<v?L;|JOWt$Cgk*ksvdMHMv}lj zmFkwy_a}wHLM6W@NJ>SS5=~dEBq=^NgVREC3lU48Q^vlK+xjSV7!VHCwIJs~FWZI~ zM5`GnW#k{qTNuZAUwIQ0jNj0sz_y^_FKO=s4sO!CfAbjvaeh`yKJt~D@S}cE7#Nj7 z-k1xAys?MW#{{cTo{RU(JN2UIkb6=NZM2zF?$cA0wUEPjM0r9jWWlkAuEjC*KNq$m z`m6SjHu~HrT?RVlo|Bt;j7pH^a&V>9D zM0_C`XWF%ROK7t9VOXuk+8lT)$Z7Mu{+&7ZJB%I)ql(Uw*P-u{?l7{#i;IIK49Sbd z{bP(7no6X!Fky7u`mK2UB4m0N>Cn72bKn$XhN|$^Dtq}R?)n;^fDuJ^WDEu0i=^_+ z@1VQctf~QE)xz^=^b|!2E%i84+*Xb?qSo6-^wZ5a4|^`?dw2VQzYefLcCzUXK~frz zfRT$cfPP3LNn8pV9nO-x>a_621~`qrT!C>z--(6A-{$KEal`hQdd#67`dr5 z&5f9Yu}XVGUG~ba`J7Vc)f!(%Aw99+?v^eEKj$vI-$-ydoCQ%NlM}Yz0}zYvBHi4| zC#p{^E%s-gI^>Cbz&`QUI$0p?GKmtssJdRNx$r!0eSzkeW?SpRF{c z<}^REwHm%lla0YwDj`v(cS`ON(YP1uNb0{5>{=_+%)I|J@2;SZ!C8r3>5R5ny~Tag z1fcg!LLn2NZ@6ER2Qj>h+q|2-E%O+mxI@7|#p6BI!}NxK_V_xMty5io&IU{3U6SLD zcZQ#R5B^YYv(K9(t%fNiC9)pQ1e?1JE3d&zBWJ6OX+~nQk2?2(Dv%fDW?sKY$Ch~X zDzKVlzjCk#_xe#1Q=Q%Gr}Ab7Go|d2ZxtA|Lu$R597nA6^93Q$ExAI{21`&a5XjG>YAU`n*t(DJ57gn z_p~Qpbb#SQpo9@--lS=o6iT8TRX-p4csrc#eu&q z$)|N6=3M(zDoAkV)wLd!<;GxjpksHl>N@aDhQ;^!KeE*|yWxmIpds6lEs7y3hiKTi zrybZTd7sQDf$F?Zy~bt2B`E`hu7ngE!3Dg4lA3J^LzE-6`UAZ5g;1?(Ttf!CQBm(L zn8mPXq9>kj)8U+9Up|1?R`R_$^Tw+_A{lDl4=XfCI>+{m=+jZlfciJmyS>-J6V-J_ zZG1yxX|%gspz{Z^3|;>ln$u9+F2~JwG)V2g>y&|eO!7pNf&j&ARDMd{LlURv8DH@9 zEg)H3nrF#`1j#|$)Z;FJ3`N%@B9#*WaYtGT9(amjA?n_T^BiaWZ+cD{Z29d#l(Rdj z8bHAGMPTrd2h&5F`Xck=@nm^Ao+o;LF{S?ZqVHeTza=w9*<0v>ef5Fi)7c-f%8_?A z{-vr_W`NVb-fZ6Of0N4{4Oj*w%yYa4;9KIBH2yD-i=lq@*hm7Odm5 z2K1YT23WOsE#XBEBSR!zvl@LM8czG0;qW3#^bClN#>7ewEaaEAmY|y(aVz zuauNZBfS^Lvoz2uCy^iz2ACag6dN)*}kwst@INPumoTU0ARc*J^43QKS!?^fHABSm53A6;fk_Rvul zj~0!k_d7{4981XyTtu{}WX4#3dN;|ivz2tv4&(2j7FnS9?1v#TP|o{9*AjE;h8~j3 z5S!{J2@2U{^Vo!W?xxdUN*j_e-46&>{ohBDD%W+m(Ad-*ix@OL6z-p*)&!|PE1sJr z5+uX~%{q4DG_*gorjXY3CEf8=2AjYO&9v^eTaD4d5NC=1Ke_2|DAB4gdVc=+pnJy> z2g7K83H;hfW~}yjU|p?k;20Lznt&REqfE;+tnfYqCx0hZwd*?9(SU`O(v2Au^Q=SH zDg==+3zv8b`on0sjajU%!(`mk2TnkBHKO!&gse0n^|QU#)l&Gp*VD#&!7d<)&Fepj zQ~sSI=~rXZFYlM`ul(Lq-+bCH#rgYLVE9!*Zxfk-g89NSen8NAN&nEQ+JIGWN&u== z0y{g_w}3}(ak~`uC2)`A|80@yZ+v7&)L=n}$Oo&`VCnzb_ahwnYu}Fmez+*Av?Rwq zY9%oYq+0Xgek}HD-H&zP#mI{51K%?bZq(MuVpExcPwM$%R(REZw}em=FqXgwg9P{) z=qwlISElyq9OUe%H}psYeeoL!gZa}JcJ~H`$QNNiu~)&nDE~XhTIKphM*Z%U%B-64 z?VH6W*_dFJu8Mdo;*Jd~^&E$Fmb9su39F^730&?)u~a}KF)yQAwrV(SF@rVh9q}+W zYAqG9w>MhfWzFy*%m6vE`ZWW%0ZZvBkcOOpPk1zT%gs{7wo;KpX5% znvJgGy}EK8^=~p_>F7jr-UsVrb{A*IO7>Uw?xNv+&_zq-aDB+@atrN`@4Jd2cI6-b z=qi3?)<|FRTH3D{{C|Ao-@MXbuvqsv&tsOq`O-iByg$Ep@Y>bDfc*#9dsqMAjs5wJ zfAdNzbZ7gZ;+7Tl|vCED=*P_=8K;lfURAD-;Z;Fjt_S$Y6+1S`0-OSbX#uTAJ%hJ?_ac7bQUuqYJLL>i_~WQWcekY( zt{Nw@>rcutr46zM2Hd`x#3Y`6LsQqbd}RYn;8q@8NMTOq&=vs=WUX;?@No&s^oS%U z?^CG6-+UT>bLFo5>%EEfVp5aC1(B<~9)KaN1*+H6n}AI&A9+@R-BsnfSw zlhx~*$E#1agb_@E5sn_H0H(mcfS(OuZwfzn7`lW0OpT!P(n4HuNH72NNITv|J1IDoVIdMqIeW90bRo~*yT-n2&D5% zy@s7I-~>|(M(ESrnlDM%bQbcIGd7`-!1c3u71Y0z<-j`Z9EgzJz)0#@fbcbR92dar z)SZHc%ufT5T3q_}JvwxGdo6is`UMCbZr1!|-n&{~g|OEMlzV-^vu?5{nfp;6;LAHG zzz|Dh&!vI)-66Qq4@|!apw5c+{`%NJVKpd9Bxw>0>Uo3^gXK!37It?i4-3&#i%$U8hXt<+qee9MmOC$7^*T6)^J0+G$*-i9xtPg7` zo}?X=k$fxJSRXS$%&qnUb04xnM*!e^a+;q7NiZu2Fr9WAUd*AoBpwMR85|&6m+eV> zre(l{dda1p4CENOyZ{rzk&OHKYvq{H&3*-r{X>)$D<}%XER?((fFgGiNXF845tFXZ zgLZeG-Q5J%!NV5a?E_1v;6OM#FMoB#7j09LC)m)nRQx zAE+${U}_WPHp|OQXRbgU&xn=MEIj$2JVogVK2*1hLj}2M)SMFU<$*o1*Ts6P^*%OL z2D_vl;#>a2Z;3aZKK|-X`+Ww;%s1%ib*mgQNg9Bl(Ha3(ef^-DK$#?H71Z7A!cJ=O zN3AvLqw`DX>N+(7Y0LR3ba!bn&JZl&J}(UnvvvmB$$ilRopNMTV*rj2gy}OS{e=z? z`}@?4$7(iPkAeM=OE+RQE`dm-E<_Sq7aJnAzYCC%!*t@st9|SK*zBQ_0fyc?L5C|$ zxG>5*VsGQ^_0`mdip5(sl%cCf1@?1c=EQ=Ia3aIS-0lY&$i}X`NYuSySryIM`ait@ zuzvetwlDi`sYx8OOHopd880mG;-K;~@0wF?iEI~>YFx7LS-dGqKGMhjeFoGE6hXP_ zS=TM_R|~*g*+5SKG{RCp5ru0REJ#F!WFGSE>Qn-;dKHi=FUJi91ir$bPEK>`x^D-X zDfJT zi$MpiA@#Z&ipV$xlkM|ezKIv}Uqvsy4cnN^_SQh4KUAayc4Iery9V9~ugjU;r^&1P ztZsseTmw;xYZ7aZ^8~BsBOjjmG#FY9CwsgVP@zR>^?!_=3@1}>y<*cT>liTu8?=bJ z6&Aqyw7JJGCKSSeP}GXa%f-rL*z-pURwBmgOZ%>=Ee+qZqa9z|@luImg+P|V_eiWy z4~DEF`m%!;$|@iHa}xGHg6CUNzqi=vqF@)!`|a4pQLyQqV`Q>BzL_pv^T$cgT>3fd zqo2&;(_pjJf?+*qD+^|cGsv5n&pp8Gn`;u^W#+f|O3vh$CaH%{@K){v!gimaN$WI>WwvrhlEx`xv z;Q9W};7O{$ccnC;Auq}^Mt8o?LfkhnLBUBf z;1g&L+U;hkPHC>XmQ}w* zO;{|FQbb?NpJ6{DLhaJJ9WHnM2#AMI-XO4klJaBg=I^z_NW2;|n#fb+z%8d)SapBz zgYO(8XI4`zGohWSHi(H?c?^oNA>6;I{>oc71vRmK5gHX{&X9tQtek(*76gSy%zrp5_sU<38J#w=1QQB3UZvaVO98QDkyC8 zXiF(b0fT45S6PUT5HYTpF2lkp62+V;qy77L3m58cN#TNfZk&R6nT_bgHuy;F$($52gYo9A|Zt-j5&BB&zHs6zXHP z)06WYARCg*W`!B*m18S_+UlsN6FgPfwCc>e6K+gv?wWU$rn)}QDq{7Jr`8D1oz-50 z+B54({IELoDu!}jwI3xu{O#)oa>Q0lo^Xc;dn+1su&*Hy^`!nK0|X(l98`i+1H|~4 z68gNL^eZH+T5pnM(#Or@no8-#HPv*~S~cv?^jA1l(}$YAweQpoc^bG5sb_zp0_Mys zBGVC2F>XIIk(_w4Qh zn0jZ4a}waR876fU5T{cNAhfRw76E# zKOV<;?hWS}8|Rb3eFT~CqG2Lt+wXxMk5N|#TK%VIL-jUjVrxNms;IhtgE0tG1XUxa6n6dL zv>PIG8G`bzWrw>G_Y6p|)8nQybAWVG7%yc zck4H z;Pph~r%611gwkL(75SZiJu8O{unMT-Tm4CB+X+O?0nT&Q+t`Q3J{oj{|3 zCJ9C~Qm)`d6W1{8GdYB$F+2`7+RnL&bV64SE1yg(iLwCma|dB(SC=xeuTBy7SyDY9KE($c>dy`SbJ$?#{w zoK6``>K-MK(q|x6xACaPOFV>gkUji;s0(5Q#w9)OgPak-~F+%R4njtDtB+BqUw zbBtOOF$J47g_MwK#_L!q=Rw;^zQ(i$`nW*bZC8!J|J50>L|D>MCuM5Rb^=lM)xMOY z{!Mo|O!AB&gQ6zWoYMYmYiO;}XBg298!5Y!HD?CGpNu_NP_HjyvCSjB9HZ&#s9H6_ zp;^>eB%zMpiY@E^p3FvmP7cbeb6~ie?pv=_#)irC+46Q6K7aya6?$rF!ar{dU&BHs z=C|`gOPu^rWg1_b(KlCli0=51G>~kBmOCrqqn|Yo8^5;*ZDY8p@Hqf=Wpq4~itL<} z3L}TtV9@Thuf!wJ%uxi$V)}!`F8ijmJ69HDld`~ktyXS2kr<~OU9u=+wh!)hwg46A z^!qe#0+q#8FK6o!hUrDqzL7!Szgv#d@dHaEU+vt4-O_$^K;-u;$H(y4774WM7y5r* z^&TmbOSuxLOY4tIwU}=3mJ{RhD<>KO%FE9${lIV;L=-7Ms!ZN@h5&^m!eAaZj0 z-gXBK?syG)qm4O+#fpA02dHE^1(`k|jFR601y%pfG-ds+xAK{(oE*}G(m1E9R<*V! zS@?+xTkqo|2A$!5G<=>DEOrpgqoY-fcMP{25ct!3CL&7N5q8%g+RALG)@7!_J%6I6 zkM!70*aarvdq3B7+cU#!kiv@l21xFNc7xkmuGzhN@;rbqh3Yiqq4=H3p1#6knjvTP zO(~sBy!_Z_#mjqSwB1>Lo1vCsf1GH)@e0ZKMsQUG!Z~7tmFnw%haAB#t7k)`mu#Xd z8w{eOO-~UWw@&zjAWQ6zAWzlLQmK1q9`Di@o7K5}6u(CRiu38YuK2~e!+kT7j|S~l zfoz1Qa3;S1F{+D&Ta){AcBXY9#&XEOGUYPo@t;9JEWH_UGhI&T@n6s3%}W#s zbfZ0;3BqHYiJ~-2NA!PCMw~eQ?|gZ$lHkJm2Sct-O0eL z%``dOzP1E88H*tDU)=%lU7Ga#=v_b@N1xTK5ey(lPc>|Vp$B&>fHrdX;4AMPFV9LI zZs2%0K>}9=0M^xNxmuMci76@0>+7L`}7{>;o=`JgpJb=Nv+3PBU8 zmPoY=uxZm04mNN0C(8BVf0tJJ~c- z?xQs#evalo;pYc7e4L_`dFDnH^Aq^ukRB9;?+J3BMds#Sp0emadz}8WvHl-3gjWyg zyG!bG%~kBZuX+HWIgUuk3_{e)(|+N8!G&^@!&B3jIq;cv-w%TAaXai|UZ%o!-J^YV ze%EdDA)x$}0~5O%zU2gS$p*x?4rO30vhW!c-IjHGhO5j<78uA>UTI}aw1>I->zy2C zd8fJMJPJ&vJe?&nzhaf38F}GiK?YL&OQD3=1Xf%zc%g!N3aNB z|4tBd^ovAjslYgx^vr1FGUSyw!q_D735bcbVZS^@c5RMkaZ1g2|LIr2NfRbL=MFX4 zN+X$k2jQ1obpJTgsBHC2pLOZEhNVZR@F9N2wez2$`s)p;xbx=;=mE_8+eLp*lk^Dl zUwA`?2+(aq8V(XSUi*d+j>FvRQ1pI@`A9EjUTDhiFoL=A1UFn%e{&8$yTYij)9@Mi zdsWbw@|`&<2agsPj$1?rgD@55h=~?-$ihQf=Mp$Ce26o-&TAaJ^N`!1jeG}^D&}g6 zPov#?BLj;dgJ~QYVU(%ox$dl30-EmxOCUkHdI1ZT?-S5;jYDvDid%rq2ZfJCV7=RD z^1EpXxxpyYYv2^=q0B*)zhm&;uabwK=0S(}#nudDzGK^rC6n|w5nmDYPbq#6+TM2UyMwZ{_0PJ4Q&V9m;2I# zLets($VwCGO;=08A{ z5WU(0%VlX25P&!lZ;}835))^wDOQ2}?1Me`e#J+7^#b;eKUc$*#-yKgMTNNzjCQ*W z8f9;XpzYM|qNBUy@G^2))gcG!U6o;TZjuXDl_n-wZL>#{AvosB3*zl&>Ic^iw?Chz zp#!^e*Sx>k0I)-hy9gGP?p8oaPz7ncz5XZZ*w09~#hgWtQ3=``%e^TF@9g&Z$O7DY zJBO1zgemY^tyj@c`+ITkd3l=tbrBheO^<@kj>2y?g(z||r+TGIPOMV=yg=i@X1eHY zraQm;M)rL|S-VKO zYfoW7HIDRtqorn)21C~@;T~CmTPn9TvO-H7Iq$7>PgKD`l3~H$vQ68l)^%rFtQavx z%C}ZnRGzsJ-RMdB>G9bQG=9X?APL(^7d>dL&mZJ?!jm;caCUGI;D+bbTk3=qMZA7? z^rPLw;(hL;kZM?a_x4%bmI3yq&;QKc8XW3=V_Ad*6^jBkM0qI9{VJx!3RHN)zhoV zJEw5&K87VSJ>b?dT00x-p@c2nr#m7py1k{KmZ|;UlV)f{v;8l95 zA#|+#W(4k#wJfhMj>AO5%b+)*TJQP{<8+dG?0HKLy7!!7DfdT^@q0q+EfBjh+5~8K2)8zbPIGg`-zoy^ZWLMyod(cW9o7} zd74TZN0+}QQ(f>5Cl9)cO!VMus6JOHKWli8JQG`(bwls+J`CUJ)EMQB_Cs`E3!`rl zdrR%FSB*M0Uom=+a=#M?6>NOpix>w-IQ;Q~C6@I1kGauh+|@9TKcE~WrD~(I49|e> zj{4Wkkh6w3tNKsX2A*PtyG#tEuOvG*;Nst7BaJdN(7)NmKoxdcFqeMo^I&03rh%Tx zPHxwqWT9_8w>?pswZ9sO-}7?`MK-vn-KHE=T&Ud+jBaGYMS0z0pz5y*9gAhvvW&f~EP1`}WUZ=!E1i!?S$Uqxj`7aLp^U&}5Yf&r|Ma@yZ z&K^>@Oxy6dq0&P)`7xbQTN_A$8=E@4FMooYOyBoNkzPlB^g#V*Rp8DCEvyL^tSs#v zVu#O&Epu4%tBsBiPO=e{)XzBT|D-o>7ginMcNxbvlHiVy;kmO(4U@rl)#UD>xH{ zlv94Wv$Sn>mjmas=ZeLA+F~QoH(2}Cm>zO*rLLQ~?Z21YRPOjb0k%~*m=;A|Ba_Pt zbW2vm%nj#**mVAl54o+X{#8O0&imo(T+^rrx0}WEBs_M%(A+U@9+VSUG~fKuBVwN2 zs6d){00p?YLO#l%mF{I>@TgWO($4R^$wc>yD4emx>>VLvs_qfMFfpE0y$p}X4GeEy z^9ECi+y;zU{o}70m0ug^3c`n2qqoayp8L$Grb^S%zS5+KaGY8xY@t@%Sifh2Zy=@j z33*gmk$RglKRwLI&!dCL`(Y_+dH@w@sto|>$a{4`T#v}0`=BP1jUI}wcrd3%SJK%9 zfh0{Y%?#Jn1%P>6`cIi5oj0*w&q*C(k%{eOdp5x{5N+6~YdeJ3t`FH_Q{x&8L_UtJ zj?%1uqYt%S2kd@BM|_K|XB8^;#Es~*&2BM{e8e%&gFg8qN?_rd!oj+jR;H@0PP!(? zLb=~R=)I6Q@moE)4ZiI{&vrF+jopY=W9)T)@QgJcvLqVTs|$LV@{{Y$leMxY<_vE9 zlFhEHm&Qdmp|uyWJ0;7hwFYRj%U zR$7rJ;1s%_YS+j18{gbp@%NSFA1C%;Le+8~!+g8vO&zD|S9w2({JbHr0{pIc$}0ym zl=U#-lzNuRQD;C}>XmXoRTA|q;g4l$%~TJtl2WWfU1{#Di&L#aQTwD7RIdLK`2y)< z!*VXz2k155(=Sy}u&v-3QDLlLVZ3^2-BDdmw0C8!`$>Yg z%ek@ed-qQS|9jzhJKTxow@R3xs9j(yD9D12)-=#q!TXECJgHbqr8(V zLCHpNK1b@WoXwg%=zvGJdn4Lg$~3BSF$d{n@z?i*{!AX4D{vb{WA(Lt4>ATZqjvn6 zqSGGiZ999RDuKLz*YyFo^~~hsS1s`$YHYR~?Fn>Kp?z5Eg_iBhf0mhD1) zT~x_-4k;Ng$ddAA(m3`E_ER+V@1h-wteuH4W@3yRjifF{nX01Sm!rySIVb8=)U}uz zi8fShIY`Wig4jZLTWcm77js_3Oa88aYY5L$I@zVYFwxzCde^$BP;t0an@6gD03xYv z$@Qv?y)ke*`t1_>N$o^^h404#H|Cw>%hmvbthi3$6DXmSGCWXqi7-r2E2W*5%FP+a zuuc~dn$z1?1M$4JrA7Zh_DP;bt>o(RyFQ`ZRHe?jdwVp{cAjb~*|t9=l@mkGJ=$R)G3*u1_GD08roUh z^`Y%#zkmTvp5(W)NHv~=c)i*YTEnH37=?ibu%Zh2C-$X>3 zMjsYSixdlV<88YZ*#;fzL=2)6w#Q``JP#9iitPpxLi6^8G>_1&Y`@Kmd5=+CYp8*g z`|f4;9`>*6Whvd>q?6>u-F<4isit+d`zHpxJc-DhVGQK*X9P+h+FE)>j4U_m6MK%l z{%vp3^TNd5tILx$nIo_O*3+1{Ue>*d&`_9Z2kedCREPGufxeM$2E~4nAd3brR_uf# z-}Sd2iWc7bol;F)q5mjDw58Q5*yj>)nk$!*m@;F#B(Q_53yPsIm45OpO;JR0OIfS+ zN=hP&*43|!oaHHlO)ff^2W!u8s<^CAC!iLsB=bZ*6W6=)gzzN&aKDaXBJPTmD8hs! zv9Z*v{C@EG3A>IwGZs+TcSZExvVl6ymJJTVpm`h~v!XtNzS(&?Dc(;n4J&$taw&0m zA7*IA*jBU2kQk{a4?z9ENKWYn?E&dj9UWmrSi9{%oJSf(mrE z^CE@{4r~Yg{p$Lx{en19*??Wl^Wtkm_KM5It=_M5vIf1?d;%|a;ZY_E>R`m)v7q(QkW1xiH zamd?b`qQr=c{DPXwCn&n?H&DWB+og?mmb}~jg0h`?yT}{T7QsPw@l?=l9fs4^>*O# z_hnYAstJs~(2OFL$}vi)llh}pqv8IRV#;|!#*V(w8unK5Qz~Mzgj8&@KcUAeVGl6X zbS+_Z;4IswI~)4U0hq$)-l|n~&GIb)@~}O_lN$ttpM0GX({uFb=^`h`aP^c`aOa%l zQLiW~Sz$w!;%@I`ZJDKYf6emv{Q9JbeNJlZBf2N^5eeI-TavR{#M0GP^e;kN%6Yo( zesOi--A0U67oppy#I-%on!8(4f@=_zswI(l%J7Rh)%*vc!bbdyJEC`1IORhwurc3e zd%mNVFFeNgR9CQGrowd9%tp3)YT1sK#?$Q`Um9o00n{Z4JTkd_(T!n9n^T*_&nO;1 z-J3^ACV~5|KbgGz-{#E!16dsapKhjx`+lW# zq=1_~cZ+)FS23F`n=n8Z;Q|w31lFEU02nOp=ldVoU|=s|0d9i=t5WFT;dz*Ot&3%X z?`bt~)9?j0EUei3dKEmWtz@wn!t8=jxUaoK>^i(W1^oEjodGAQvF;{dBqfs!{=nIc zbgarW0kJ4A+{U5mcgvv~0dzlpV%2?qmQQX`erDib#5R_6j&R^&C|pX@n8^mB;aB3* zvK5(C8|b01bar&pH~_{IEZI3Bed!3Y1Jl&3oPv0PO9Uhfp3&$(REJl)%_od5HOSv& z@l%}nPBhlBP}hqQG8<%bg2~qYiaDq&5#oT3Gpm|lHu&O<-@BX9VbUHhw9>5{f_nIW z&`gNcQ@oBQqoQt+Z#HdwM4y-7)I$T!#QOoSUUbeXFkT2%?0x9`*ajX6*?m6#bMXVL&2*CAn(1^h*Rsp|D7i&e8cMXw?E$Haj;Rx?Ci5Ii)grF+q>2DUL|QBf2jA9ij&v z!efSRZh^}EOj5t6Frr?8NLK7*WaS6B{>;El+EHp zN*S%r>)lbxp@wtdk}eKT&FXt#tT~uypbd*>YakxnoZh!Q&h-TF9>=TvQ&8CeilVH1 z<>?~C(T79-xgF`9yU4r%O6f`@M`iL$l;0wGufhx#?3F5M4uAQclsl>r8 zm)KF%qVje4;ZEvynYUZS-P?)xZtJKsX><;GknJ+Ru!)FR9WSmMtBf;<&B_kj3URC- zi%}EW?|2)Fs%407Y&0aYzynsxyURtrCTNb5oNmLVmPCcy>7;9OY-{G#(P17&^kVhD zpP5Sk>kXT`g3Wl(6#1NlfLr2f9R*Zj%SycgvZ?b9%og70w!Le_?F0LD6bCZZN9HSy zALHyK_gIB>ReU=ZTAfx{*WYmx~xss#59{MRuvD^e-YQq`s(^wyxYKY!0VIRw<^CM0lK?+ zd5@}YOe{U2MH?`2uC>pqvYWYr=j+Y22EdS}vm?Kmw}mk$q!OIlPf@vJGxNZsb3uI< zR~B{WWN1qha?B~JgB|YD4;_BZoMMPqy`9xJ=+}62{o|FG2lk@7pGj;Rb%`X9Iaw6~ zkNGN}_x?j~#yL^VB_pTOob=qwsTxcGtUkr1Ot;ixAPn#^{?+~Xd#i|KFJVf4q zasb3KBCb`Hn(g}uZFB-pVYnYRj|p4G$G_gTuTdrn*K7e)mA8z0^9q~pqbBK<2n+vn zP?vpl<8X3!7eTzF4*tCGrh;x-cRo}{Pff=rLG|3s>9XslWo*$?Qa<43^GE#y11Y_hgE2V(@s zlxjli3sZGWA7wa^MU<+uII*ai?lac2#pVnBnTMwJbW9ziY&kz+p0qmqIiESIhF1h; zV|Cd?$ya^Ocj(8P)QQ_9P;qm3NxIeT&JgdE*B^9Zj_^}Xh*uA5lbM{7aB7PLA+6Mv#T)3#ebnW{04D;adDfw;>`Gr z5De?*G*l8G;Ryn=X7w!Qg)-CEzE5B1i)c6b_|6wRlY`z5$*k1?nNXXFv|pqK=Du-W zCWf$p{A*B>1(ZaF;A(b-uq6BlxD})m4rSp(M(cZl<8(x#M~_>vay`*{?LK8loHPG z%cCTWT-tb?V2PNl2`yV;CQYrP9}S=;ScL?D$jaj(8Glv4_M?16q*|wVrrI)^sgy=? zuShUIbb%q4_k_ugF8!jQ|Axee?77OT>5QMN4}C(tJ%$=L){Y}xq9fZ)l&+oK35dwz z5Z$^(f{7P&c)M={9dzXsP;x9`2Rg#w)d9(Gp0(iEMA6Zzg#>_Z@Mk=xCj&*K7x$uk z(j|Lws=gk}YUKhZ61h9y7<+u!bmWz;M=;!<1>Hs5KGWx9G0s?R>(3|U4ze0`Kr8V0 z>t!OP*@ITEXG9)Xe0-H%Nd;%ggqXbY+&g9kmLVgnwB<(@dI9Pz5-Xt>UoWK76i@x0 z<3|R2B`sA|EGlIL(nuvX1_P}L7`Nk~F+V@mA~h7vaxt=-ILhm(O`lsvF4&RWIn2t! z68R%9cE6UMD|FD&n6$-P=gJo+lU2l~B)v3GIO$i)dJN+lV$@9O{V>q~_IHc$q9B%$ z^7VI&T=`;@3y)l%;wK0y7lP*aEKS;*7MbTY#ZYVgnhdWZ8araj3-YHmld614XjUX* zNd=Yx5m-SGOg;K9#magS-{&6)9JEEMAM^|M#rf)W(sTP0ixl0B><>~J^k0Xo9+D*e zDfhF^6S|)!pc9$WO47y!WXc(-@Rr+Mskh zs2vUMR$nam*A26t!jz_^z8+Y8!uVamd+_jygV}>2~1SEvq{RR__6Upk!G=> z1bXS=i4>*VHq9jnS1JqU;8$@8*C( zVOIl3;iVG_37sKq#63v?pBI8epSU=yI{)H)mscCAfj~L!PdhT!+CL?yhrWevz<)199DNrQbT7M&G{q0^N z^YuDz53-ej-oGEw7_F z`X}E%(te&>w)tU$p4@@4^VNWM7lJq&TO`=`O3LZE<#On+BfPU$*;`FwF{5_BO%1;P zT$?Y!*N*S`mz!Z7EhR57uZE^-+@7PI3{pa8J&oBI9Zc2!zC31E=ib=fl$cwiy;H_joXTj6(O-?+*3`Ym@*v%dfwVhp1E(h-9^v!_lyUg(uqFZ; zT)*^W+Wi}yg31*d8+92R>zC4sb!3yB>0`p)DAIm0(_8n-6sGS96$|!#-H*O0SbR{PtEn zYW}CW+QFQGs?H8w7jL0zro#ZYZp=YmX%6;gKbZGb0G`@@%L2M{}(7r$!MeVIZ8?>E4-U zB-Fo@rm$O=uOEP`55l z0A0Jrmy_=!=Rjxctg4#mWr7Di zs+-_UiRlSU&LVpPII-pdmBkX=@+=|lN%f~09Ox5Jfm)P*K6SMMNf;?lF6%es%Nbl& zeSUUJ%Sd1m2V5H`NKbJ@0u~T`+@k(tQWRo4e{O#rxJs2^En9uxCD|*jsLTCuBM~nw z;<%)-1HP!_RHUmh7yq2Ay&`Lvko*FjfHTpLmZBE4&j9;}Tu88aeO1`Sej-qNW3t}E zW2*jN{J(kzj5bh%5Rogck@=@x2}69+#lK(tu(EH5#q9nU^^nr9Mm+r9`vFkip#+>4f4P&q1(3TP6SO? zB>gpWmPI5LFwbdq(!B`#cZN3wQH4sh~z~YNU%BOdW1+fi+kvP}*aHKCX zgOFWq;?w0LhF8;RqPJagy*&Say4?NUf6?WzMKw<^3mxMHDx3!1=-_8M@`VQAxp)FO zEZ+|3)d|=`&`?vbMC@zlj!94S80uI<`iHyMUo=~Q^cM|F*4dbPvPPgPyPPX8&5COi zWc60sTK_l6uI?3ZG1@19S2SSuE{0YiouEh%yI}8ZpWSr^u_s%3B)b28=URYuK^KGX z%5mT`#JeDn(H)eO_K0JF1bDH%0j-ggKqPwrzqch@&TaBVsOp`td_uWJd&p_>GYHdI+3$Fw_?|L6ulVMG(LMsOI<3FGTn?1r^#@B%1?#Hy-dmZ$9gxW)5<7cM@X^qC>Fk ziW4~3#@t~5S6p1zE4m=n|Kb_2^O|KCybj`<84%X{Z`FFR?VSJ7QP}9VoThE0W|f;~ zvL9_YSt^Hg*C}79cnoD`_QD;HQm^Rt$f?na(;xKD8-RgM9I60O+x;9LoNtG2ZybbM z{YmBFaU17YSZR|(wtL<4R2quCXblol`|Y}^q5k7INo_mcj2MIl`ud{p(xRp&On zHMFmS7{zP+-s}UEgGKefaU3h);?UY!1pMJ@P>3=3*dBmW#5jlwR}$R!f5vf>UY7i& z+yVX|=XM}!wnC#UWtG)r6)?TchQN;x>9imPxsOyrzKvtew}G=BkT=Vf@k*V3^880P zFB0+@%peIXjm5mq5%(T#!@qK_i_~`1q>C^OMw`6$ibIe~)|L5hpFKY;K>CmH(bfuz#ElrcZ$Jxqi12(C^6P4cINGx(*L1+M}%%Hqa$1td=bwHQIe!N*+d zTo+M18R9TRN#S!z%awFEtKOy;rZMY zC2XWy29s(nRYhkXxs*jnDB1f ztZr5&(|l9&7E$wH3t&BFUK}7FVx)XJGfOz#{P9q|}L{rnf%U>bODwC+a-K zpXnUVvb-4_X1Hl->V{cb>;q3pRfHa(bJu7UfWtZAx2<*|3!%m<$bC=h+ZiX&S5yhX zNoaX}sbFKo6yY%5>$T}r4!MU*0!YQ1l}-8PfC{Fp81Yr`{l-=ZKj@XN5hSMJqFW_S>$hk!rPz zk)fvDK+mX%L=%*g{v!|W!ox@NUS6K-FI6*J@!tSNnakD$s@<)N$)jP9`AgunGrDcg zRPZjcrH4?VK2DG)sb|%W4=FYN01cnkEJOCT)WOqCFQfO#DmaJA`Ddf`jKDtN|A7qLfJ`{Gp1(yy zRYD=&Zc4p5@~q)L+U+*OwX^t7$Kb|+3Y874aoFxDPovXd)akV7^megr>W2edF-|8?ia1!d5#Vj-ONfas74TskO_pGJH(oR4PI9t z-OkY^J(mE4AH};W4&q`c!hE`4!4(Ax8Be`gBQhQya26&m1RL>UBsmnP)t*>fB4pZP zPXxV~V-M@b>@LXds$mv7j5J?8Le=ln@B5vjKOf2|Jvp_mS?Heilzy>kl<$3X!uOfm z?PNL#?cv87z>jOs14tt#qwaCb^ws7Hbm|H$^61ECV&Uy(ZW%?(FG`4VdsB7I8*u8z zes2ldky)L1-b*c?0{V6}Cr+HgRJIgxciS}UQcS+R2m7w2h$P$St*#z7mCS6olK zNpsd6p>utW7(o3HeI3=>&Uxxs$9&-#x|To9b0+&WtHIF5nC`5K@qKVhh+XHs&`))iss`aG;+Y_> zvq3)EH{5C$S;G^p4KyOTX%%r23_?csxZV}o@P)zeRJbCpvuxZ}y1LW#cE9{3scM~u zQ=MNv_Rga7q9lh6(=Pbggx;G5`;JaY%auhQqXItn;Gsu^T;hmbYf6jQB=Hx_hZ97% z%@Y>r9+=5U7k5#8sNd?wf_YtwujtS&p9j$hwH7@-pSqbckbVj?>VBSzmx)L|2iv6} zV`+g5UMFL7g%@LR0yKlMt0L{&Z!vippw*sR^eF9X7dYK_DEz+csoT;%mWI?R)>vWk zkI)C6ERh2!nFJt;`5b=v^SDp=n@zzVdkV9mv+ox{Iw^lP8HNGn8EWW`zR2FW=iQ2M#coHt0DqvsR4V}r0In~|soh^E`uV~}#|4$1bUSHkwSdWyyLbr_!MJz1AB zO6$fp$>^bEIhm)CDb!L4JF%vnZlZUy&ax8`a?A7c6MHj8q-D3!hldYIdLO75PdAtF zF6MCUKOs3l1Oy*0G?6m4hzF_{9WCg&rFNK&x{n(9qmrc*)bmtbx`wK1l|z_NOh9x#q!oQ9PvSByEHdxaX8Up>(gjPTy=vch^j+;j^_H zcp?P_%*D3+(|kfh<`=KW;qS)vh+Wuqcl}t&q=nh;7-$^AED3p1ESg&KC3b>$tbIQ(55zthVcU_x@&i+suREX zoU;Qrftb|@RJ_Pmzw#RUesLRV`-De;u*jlQAw1)lmq7lPXo~rYP8<+OR5p3#n={Jl zsG~vIyI!(hT1RnJ-TAyv;v?K|Wa-9v=L)1Q>Ky$!4PID5MjKeoPERzyN-DxYne{%# zOcREl!F zuwIHHb_u$qWREin!I2GrZJmW)`LY7~N9d=n-Z1vhanUuuMo?|UDGk!n?{=YJ+-Ey| z&H81%VUN67`uLVUW zSI(7Ov;=3mxGdE%j@keiCPS>8>R!d*8X?_@1v~)scZsKmZ-TAZw*P9jsi_e__r^ur`lz!;})q5of zcYN|c;B)4Zp{o~gct~;#3J7398C=L?e7PvCkAC0I$g&7dfchpFLW@;Ma88IyXJ+h5 z5Efc+N4&*Ax|L#7&1ECQwkw?(<$E)#puQ|9jN!z$|libW_P{^c$DOP?FYTnLF&b_S&IRF@%B8NMC2bbzcjm*BU~v7($SS(_&s^(=mG9 zp&R4gjMrX5gFEZm^yhH-jm_f3gPdpY*>-ee)&@3EKhCOVXv8z8x(s)$$8q3L?M1b( ziBmtdr*W^I^tn(g^;fs3_~oef3J7QGg}^^>0y+9?FR#K#5;3l_ft+4_lxvq=3|iqN z^p1`y*ylmQ6ch8+n$Xt9?Hi>X<-FhI52&3#mc%+q<-~32&I-1<*t<6Ryh{jItfzKj z2~>BEv3BRgamZ~vuWjcXtd1&1y!tFZEW&8vd%c@_17a7nS;9|h9%F3^2+FU4uVddJ zU}roYgCLI=_f-}((SnumMhSbNPp zd2f#hhacUvrrBEj&~k<@0*ZIks=NjTxRf4Gw9SG?7=3G7Qhynb5K1v$uDa#xp9tbd5X-W9k=LBq{Dk`;Uqu?elW@ z#8BoMlxAOOPxaC4`nkz{n1rF@Ff)XUu=t4+Y`lj%Ra`bPD9!{>5cUY=Mk3}VF6{Qt z^%{{mIwQ#wZ?;ZBRu$dS$$_dwNFU5BzOb-(RGSIf;$y^1z#0KGG&;;ax63P*A7NL9A z&ffuv3SSXkrxW6jvj|c?M8b0`AD!Hi0z2}i?j?tK5wJwzSO~7LfJfp;g8KEcm@{b5 z#(Pa!ql*pMQT|@;$vdTt3C;}`g-sN7glPJ+W6Bwmz#PPL{G|U@11)c@uNbit>-P3Z zcM6Qkb)oDG(f7G(uX9% z_zpW~C5YSOwv)_3p6i5Y=5}IsfSo&TqD{_|>kpaRcbBJuiMUI{dW*wFUS#j1@cw>p zPI1O-stM?ZP3DC+2bt~%yN4_xB6Vo5)HhjRQYuuJF-2_kP6@I}-(C5> z<0ax$s%Ef$-Y5bmpxcIyFmS!&qdz3&Op#qpJ(-SN=#^s6>p;e)Ne}w_r|3h*8fAmwYn(1D)e7?Df*zqu8btzcX^-uZPZL+QM7?O5+ zBVx!3@WSW_pb?#Pb?XxfKPTbY_F;cRv!=^!uSkj`y%r!SSL|zsZx_g}#-hes?fUcG zx3W{T`y%I4hk39lG6NW8h}j>3*%03hkSTMRCM;*8+x9bf$s>_4mEkDR4@a(6zi@hr7Wl!}yUa)rE^j^U6SZX@>=IvMcJ7!Ha-)}R;wJk1p* zAesy(9HHeJV|T#hWy56HF_gd(_82Kh9Eh-5Oo{7&ce1c%5ByGDHcH(%>}1+F3fz#b zKI#p`x~Q#gB)OY%Tm#2cIkRyY*M_;rIxm;qN_I5kH?s1>HrTSaXBHcp$?ETfqsuqG z=B?Qb+qsSZv(5c|R%#)8Zm5@j6Dp?jz?nubpn#KouEjt=BWQ&)JHjpi>l*P(*y>^rTjRKfOeB~u635P z#SI@2=a*tXUlPlAB28mqLytNWA23Q%@6PNMJLkQq&A|9^&=d5#2!LNNv7=#P6|ZX@L?+JtRj0fRYQG7`0eFaL-)4&sO=!g=a4p2bg$gDUq>raM}HlIjwvwtjcT zT^8LToJ9eE@gg!SPz$abw9^SM3ubR2&y*opNkwS|S^jBvN!FRNi&avFL5L;%Na6A$ z?M1t~!DYU1bPyJ9oxh%2UR<5#WXXm#KzsQ5f6y<0%baJf;PJ+>Q~@wMd?+seo`G8FWpc7m{g?*(wv3m@b{~7JyFzI-Ud$_J0Yv%aR%l(xLGWyan@^L@b$N$$Mbk@BjgG&n^rT!P6_n+f! zAq-x0nB{2)8BP?PAi#W~XhRq?yS<7hQkH-tH}fA&pm*SuK6XTVmLd7C#*T{Zs} zt6gDD+wl1vW6~&I`1^{|^<&*@hVt;$iW6sgPgg+PP9+4Cc2jare?#b^gW68oJ0P1> z2dzAS?6V`){ zwoK;dKwlIN;V7luT2(ywVQeG68)*iip`_Y1-tn9nLsrOU=rOxT46-m{w@8E=WS z9AxF#0{TSmx>Uw-LkNJ50ms^jP?cPEWP%6==L}hs4_5U(tCgVAA`szG1s^p zd$%kzfW+3X;W`(=#$^jL0l<$o!Z3k3%{V|GKMwb>9xP@r0-7W+s$=@h9B~U{yKCP+ zxEt7fC^f)$4F)cR8}YB*35`$wlHaGs`U=@86p zuX|8@{T|f@H}FcCmHbB z!1LT4YyD?>o&y&NXX(C%eO&{9UzU7ggt=|a8Z%wj0PghoWwPj z84H7^zENf;?I)GC`2l=&ws=j+L)*bpg0dpS6H^%A4~f_T0p=$_RQ#~TQRw*lni93& z*aqQg3+kd#lKr!N0#=FDq{H)OPcWN0+8Qu&Lmc})3E<(T# zH!k!KaJ0Oa%+ltqP4C6O7XKg5)EE7lo$w0_%g0LV~3m5>bSRx8IWj}+d)9u}_kQ28 z_q*2Gf9!woICMbfndiCh>%Okvd7k!ZxncE70%xa1uQ1>+@C{GeZU(9`esM4-;l#uIruXXwUY12`{+6nxV-* zn+&{p;0hB@ojM(lRHw;FJ#dlhp!KK56b+DUOwm(X<#O}E#lMUvAvc~v8C%))bu3w z`m;2uu%u^P2Wk&urH=qm)yuBg_sjL60h&?9R5Nh3^7-qV)dp_Uuin%7!wsyka%0LS zeUp`YF5oDQ!WjZ*XRPnhO!4@nGnvv^Ay9dP#ueUn$#KASv24B{fbb8GIa%;?;=vh5 zkBi24AXL)uEN<+dC$^t`i)mF*+8+8^HX3%ri8{rqa9ecu5sja}4aUf}(RH%+_f`Y5 zOoBmwhw14&RHn0rm7jOp?7DHA?~l#Z9RhL!rDuLXEc8r!(@kSRyLy4_Ij*u(|E5*r zq3Lc8&||@jphA|p0cwT;|Lm~ASTP=S=O!Z~&RX>FHHtM7HRO|fQEAl`pi|6WBxf9Y zBk76o!Wt>;b2y@G0vZz}jf(ZiM0Tq=>8dRb9@ns^sTGsY_K3{5TML?yge4<-9L0?2L zkZi@i-ITCA?CU?V<(C}Lk6SYMCEak*J#80IjFM;NxkVdWZt192M%L1`&!lp+>R>w2H$$}QYNBKwtPp;S&%8U{ zuNY}l+_G4 zJK?RoVKP4GDz6XeP=DxCdG6yl_~x zJy#cRx*Z?hD}tzW!+GNQttv>0x9mJ}}Pb5=O2cp%hwSM_z4S=M9L zVe^++&#idXZh!jR@a9HA?|nwheP#H(^iw3}vaMdY-bs7WwyCJNxT&~(-6ymOHRlIA zD2&fv2q43`&iLlafB15fBdGV8{x{pBBbvGnZC#_)mv(PQ-5XzPIc@P5jEtXy(BfE7 zFp5kbyJuHbY4Uq3;1a0(%+gJk! zkqp1E#Za<iTh<-P;3QfJ3x*q&s0wg^&TxLl}*Zcq4_kC}%D*5{p1Wmvo6rj3g_`dkP{Yw$w1 zPL1Ln+X4 zwYB_ujlsJ`3?t^b6Qy0O(+4UQ&g6YX-0PsQACRT zz2%#G+Y+~s&7;3kBXA^){_~CZ=NkBxzz-iFuU&gYKCg&V}9E^WXF@t{ZQ;<<{> zV-k8|L3-4!D$9>5e25M|FB)T+U?#cn>n&fWg=FYw-g84~)E-kcBybzq63kiCP=llS*wS!x-l8+p`MbGQvUb&xH$KsZN+!^*OGo1^CHGq z*Vj{qJ};oY^5x+oE!U${(|s;}r(Quox4+Qk<6lp91>Rp%K|b=4^d7uKTXxf&LE8bJ zQtYxkoEC~}+ks7+*H&FaLxYwP=ff`$+AomSW`@|bHe?7|gpSAr{p@evh*8h8|j! zxeP1uUo-@ZU`_nA=uTS2ocDn^cuz-+Eybjs zdS94*h8x&dddOu?Gh=Kw`?fo;A#8Q}I)LA0Tt^Z8?l$HlJJ65vr3{|~F$;88&++Ih zU&8X9<07~;mckRaY?n;E%80yD(E;{27>VI8~cU%GkktAZU7L^!y#A@dKbq zxkdirH8oa*8v9W_k)^bt;L&^0`4o#-f#z{wlOjqdL=hh!Z>iP{DRxDSw<;)zZ4sd-nO z;yEla6J+gXm0yMDOX3?_=BK)bavHbjakn0g#fG<`NKq@trZ{%Tl~Ad`Hoo3Xc)l3S zF2CwM4G?+VCV!MyPGht+dz(Z_KxQD1TL&evA3pK<>84Q3As^DK>8z#=|Hx%mZFAT| zf-1jn%_`yBLX}0B1Sbi-d!jWYuMxvPOC4oZbzp=46_j3+!@n1F{y^(5$K#E^q#43E zGrV^;K}z^6e)_uZ&hM~E^w;Yl_}2|PoIZ$ybU0fR4y(dX&{(e)6TIq3eVcNKF^q&p zus2o2?X6nC@z#VZupyWo(6FuO2U`z|sGOIM=#Y1g3|aI8YQ5Y}GwPSQ^$7`g#ELTs zRYoQGHL{AU%z8+Zgk7>EEJ?19r?6v15TA)(fLw?~Fr!g+b*-Au$B(ui$?VJ8SP-0S zM(UR6y&}jgkbV9<8rudtIc{?5wtGu7KZ!SsU`a~k)W2_IW0Mv19*bIR+{IP)TBr0j z@ZbU|a`YGOlOk9OsleOZbgh@t1!ZKf{`ois@;X5KT`{ z2guB!+g`nmz+Feo|FLeclG2M$?IAc>%Ei$1#mJ8aM;^4lPBX4n`yM__4uV79Y4J^A zK4brJi=6dPCqF{3Q)hHoC;iOqsnhY4tszL%lgv@o@Q9J*%xs zeN9RSNbK^&%1xz^9HNtV?%WAo;J>TlFn9GG6t>48Q0Y3#BI_YyPvQwTWgoJgrc@R# zCx94RSz7jE1G?kcHxCWC04ub@Nk|tT(Y3)$3wzY`ahm1aBH-L2HQJjIjBS~)eAj#& zekUpymF!IaKCNY;3#<%l>+a0-PBVYEEQ4L^Eq2%X{@j%KUq$I7Q#^M43R+pP{p|Vgjl~~_ot-@eXVr;nKol) zPEL+Qk;E9)pFi_a2i}bvH*%_~T;Fg!g8YMvr$@-#U1Wxq{qq*YFS;TVjC&kyweT0` zg#W!%NH5-Gbgpm`Ck@B>^UD4GM-HxkP{DO(`CLj-8SsC;e(-3khK1LD#wUPDxXCHj zziCG|z@v$8Kb3|h@QAn_T{VR4EsKYpPI%PDrivMig~XwuW15ESpD0q!w%pljovU)p zDNZMZ=oZ2B+Igq3WsDhw~OdpUd~-GZ$joFX@_BuC==Gcz;yj^!#_0MZ55dQBpI3rt!VH#axO#>ZDE z8LNRH3X5sYcLJh_2MAh4ZLET|G|eq#+K31G<7#r4F=wjs5&c`C{jtV0rR4aDDsek! zqXF|Q%-(D-hv-CV;f=>#{pV#8(`v51WjVwTPsB=%ZasT=RYtfo)p3nJ)GTFeit)iaCM_i-Mni+ zisT^*h*f$kUUls(11vF{8NVeFuQdwyZyyVA(U07Metp!~TqpY~O%q^aQz#Cm_a`-A z@S+bqo~(T18E4Lqx6IKR%k@K__pXubiF>}R)26GIuiyLmTl@0>$e4FKq&oX*NMbm5 z{GmK)qG4h?o5e9*rw93a;^_3@bUU@<=1ImcEX&=!-*TB&*C>#RxfBXh(6I%?!&SpX zFQ2XbV8drl1~WY9I=$Z%jM5e-WOmDI*H-jthD01nxnge12L&5VJC|Hu|B61ZuC3KJ z2Fe!hPB|DxEU96M;cQru;RWMUwm@T7IhFX;$WsPBwt%z!o-83QFn*E<3dRrd`v+@F z1Lbw8`>cC5pG{5f6ciLVR}ojKxY*OP58+!^5nMRJ@A&w@7Ptwrg5Dt$;|DHg3<@0` z6E;tMToEI$?LIDZ`h8qx7=|(}di%YDhtyV-Yw6HFh*g!3?6(rAjY&y<7%23rgqVT9 zckj~A&9bkQW5H|K0yjvH@Mqg?n$xq#ZmAiah&y)C$at92dF4}0QH*O}Wdb|w?u!S9 z7qG6Xtv(30|pmMFl!onrak*R7@7wLX0y^bdMomE3l z{USo`57=#zcyp{(HRlHP?SX%p?x@lMR3*uN6QFB!-6*gQ=>WIWSzP@Ddz`4Ogq2K@n79N^uAZ%& z;{u)vIOO$A0nTq6vgU`;$!d@$SXj@l#$w|5lAQ@A`FsIPQPZc8rOFAM(ZEz(>D8-D zT5)fU3t)TS2d1G@AC(uM^78TR=6axZXRX>%YAJ%M$)z1LAi^+0ra z0cwycf1mZ-CSbv3ps1)A4XklY5alLLD4LHbbqHAtQ0eZ#LhQF|jX(`7A3<9wWdiE- z8JmFbIxD2ZoSPxvG910F#FX#e8x74lf?rup6Vec;XSPN%^B0kA# zm*cN4mhiT~fgAWcj!R27?KWR&*%}xOt|=mCUs~1FHGATZDt^4E=BBzI z%of*M$wiRsczAVPZ(&_&*KM1WF1BWlQ&DNxd$<3mxJ?SL%EN@f8TMc5<;qIR(aEjx znh^I$c-nMtib(%L$xMsMR%Bw*)>RjVElf<-OWq*LK7>AfU}G7fHrvIT!^< z-72`9$s+s~Ir;9gZyKgmcTo%*Gkgk?*i8xUh>{r4P`BhGRbyFI4~S{c4iek#)60U! zSe+~Kk?H7ZXV7J6eE$lj6`b!805q}*b3hgq(9<=|p5~q4rvL4PEY)FN`1sakNe!Oa z`c2^twy&grR*C=lQ|^$y<1G7$*gPai%xlO$Uq7?P8u5^13T_G@?mS_cU}I6xBZX!!UvS|hlieljvakd~~hFA)9o z8Am51?I)C#-R4pYc~G#~d*TGe#x|8`>IZs@bH5$s58U+1SE;SafH=e;PbXjF<(C!i zT<~VW4_u+#f(Ee6ARYbz(~FYP;hOFKqMW||`vskEZ1ARIM1`N;fiqsO)m74VUSz)?md zv@M|jv$HI5n$Lzz$0iYgCsAe{O_k9(k2V&z9e;p1SLd6S%gV7ZoaR=KGs6fat0uWG zsKz8qDi|0V=Cqb-$7qd}>;z8_y9oZpmi1>rfAj7J&NWifC95~w#df?mY%QAsJp241 z2ZzINB(!H(u{4j?j_i^8<&nB)E&jQ6MyQ{@s*&p;1l~rSh|#nvF|2}oBoSGtjAy%{1|=R)pyY5)UI`6nyqW3k~M8iradB^W@g6E zGgAe|4fcdtwDVTim8#+;RFxgHs?Yq-+30n>bw3UE*UYe2lF?Ts@RwOzA4xurusgK; z_11be*)aFVJQrfDt1aUt)b*2xGF1YHViMgnEiQYJSG@926Kuz}waVpX^okmTjTN&B zjp1$g=^q`QO*3RDAB1*_aSuP^JZqI!0T zgOZP5B)&#Hq^>CFoX!In6_+azhfGlsf}XYI=_*g44e2|N#aI*!7I<-}mX5W*IBaux zDA4edj}`j?Q;H7pBQOc_utA>q=X?;POZvsG5U=Gzyv|ZaeCA^TxJV+&-IqBs*C}PPRhmnPLD^Tgr zC-#991$&;=G9*{>8?uAu^FHTB4z(=+TiW@y#_ccjYOp=MwZ_7|&+~(W z-xjNpcBIJY^KIkku_Ve_jAGvcm2lT?%Jx5bPBviRIXPLEFMn?)G;m?dhwXglBY;~I z*ZvLKRKPj8mC;WU>$6@Noy*Td^FlY<(z2&3(aM{fXM?VTqKgO}yN@ayQTb(MOb^t8 z-_=+r)O2JG#M`bt(wcKfYP#@mU$u@e5!PVcR8-`(*T^HT#?cViUMe4!)Vgq(XFFKC zddX7Ux`r+-)XEX&>ykX$LC{q-%N=f$l*A-26U{j|*(K&lv~gx;UgxJTJr-|m+xcw% zsW)~dd@1RM1W&k&g|>G59FV;{rkCBA-@f%NNH#G{=o{S|tF0sB^1~*b-~^9TGb2)o z1ldH}bYO@tagD_J3>b#+U~kuQV)n;{Om{UBndwEgUHkf}xY3f$YwZx3BnO1+x7+{Z zHoWzei{t7>|3gN(dg05KMm}J5|aqp zMFUDwO}6|lAkGC(E*h8uO2eZkAxd?~M)=H>wwg>i2gGB@V?kN09w9W%#>~umt^G68 zZ{#CyddflxJ4nUXKOc+kKVt;g}ME6t?9b9v&POZ7aJ)Oz3%P>ka_CRF7WR zEluM00r|)nc|pe$+TnLh?+0|*!mA@~*1q^nehnzphXu)H@;;tGA?6Wt)H+VPTnm#n z_+1wUb4gE{`QG>UE48mqH@m6kz(&J!zQ=XTAv<7eYZ20#Ll3r%?@Ocxd})=#y$c9R z*3)6HHYQ*q9Q}-=xF7+{+6J&gMaq}XL1#eu1lr&}EOXqc+tfv3IMM2@E2N4_N(mv! zO4F4;q@ZpwTD-fvb$3imOWfZ4v&F08kHxD~%KukITwI*63|-J|JUqN0?UMjd4&0`s zoSntuwd*41jl2u%laur*yE=EO?%3%+H>&bJS{fb@+V-Z5yFG9T^$e9bI!BCs^(s5d zC|6}FTDB>(iCQ_jtytywJub%`nfrlUE2br7dwKtNYG!O9>K!SeP>RpL2*my}5huI0 z|F zD(z2Fzu+`FtQDT@hobRM5eKN<-Jmn|!+l>rv?3cXS%~ec1X0o!ZV|DrGFzfvg(<|0 z5Tzj;amzjUv3@_tM{Mzs1I z(2;#)fxn*Ww|H05inx9)Ls*1^FzeT9gqXIiH-RBz=QN3Z`&ABVej-fy)B4wIvzq)9 zwP5&vUw&S}!8Ljlj@`?C0>_p<>>Q2g?0oUE6+1joH^a8{FqT%|LMc2?9?Z7`ZQ2Uh zCHUVrLE4=bCD-SondC)hTWfz)3XJ}2(s0;2G!$!Q;9SnNzJ=f4-@OCQB zq34Y6t!lM+o0wG|q@k!%@nW%=W2g`p-By@oU~V7n5G7$3_o957JVsv0GTFMrWOg6F zeVg|Ngo+`hXzOgta4UtGg+p~Lp)hJ^Ls?`US z*p5Y_^Fl&GvmW_S&t&ZBeaBsVjADM5NAoc3=oiM$Z&E#pSv{>;qYbRh;e97~d7Ce9 zjKNpz$h-T5)H!8JJdkwaIbNPrN%8EcL8yi2>a@eG#avV;Z!u##yp-9@)S}f+Qjg`6 zc5U4dBZsroNceDPy~rV3Z$?r!ZF|S3Gd|W|+N+R&s_MWqc<^wYBR|6--mR^%UMh0s zR5SK2H;bR%CLIY{RN0?^^1B}!sR}7BDheG{V1nOyf~(;E4X!Sw z!Jv@!C@n3mRbUY66=8&(3LbQ-$x_nHLoUZz>3uiuVfa=+X8XP!)@?d#;EvtsYOF`& zhC&=nGGN-q5)s3oh`zb#R^xt>m}CA0fKYkpWmo$^bF`bN8SX!5iw6a8N_Te#oGr<| z-oVNO&p?399V0=_#1emCj|H_XE-q%7rPx@dtq?p)#%F_3^IKkTgtu?Z`(PI+fQvJ{I2v3El88#acDLFn?cBg;_BnxYRctDd+n%@#{hAyZVNCA)Y0eUdQg?6y&V^aZrQ51f1pL;c&{rC> zVK1i5EN*coRcVCW{#4IPcBgMz=&acU-ZXyDBy~Ae9zpj{Dj85vQxOpS;*;i+#Jcaq z014d(d|m6&D;-A7o_*k)y}mI%J}x}l$82>mG?2)o$ zK6glbv3)SvSwV zqc+4ZgyTwby zpn6qJLOqYp$C}MIa_|C-XgL-EQ+iuZtr@)@BW53J;&D1WQFYRe+%Mj?WrJ*}D8d+! zUP^8rN#lF^d%F2zR7|j_ntM!VTQre7F=$){^n`~Mn}u~mO?{1`@;4V4T$vkcLvV+F z@f9Aas|)FMPeU^LOXQv{)pX6&`v8G7r@*bXKorVf7-st~r;Qi-vXf zE|Qo*pMTWzyXk~OXV>37JNQ{$4=33M76)SgI_y2E_zT!U`nR?OLV&$iPjQp(7I>4)zC`ujt)xw{tB>P$-hzIo-}yT+^|Gh` z)#3QhQ%A--IOeqB?|d1y+<--$D{z?`sInMX0XSidS&zSRzcG*{V;hlvIZbD)fJE4p z%xEWya;a#SdMiO2n7~b!lEPtf z+ONA~m{MzAD3-0ItQ>|_jY{mi8~8^*?$39K4t;}~NrG6ohi6aXfo+WqaD%TCe&+|w z#G`^F{LAkQ7n$5D(mYfz0lS^R%5FP{ZC!t|65D(rq)#)0<(Vg^?&lP|9gJ% zO!rN0X!f?M)BoGIeSN_wlGh3s0q^nVdz@@F!~0!%&~>5eY>Z%E{y@O0Zjagu9&4Ig z_DW>h_etmJH81nY{`Ir1rWwUyIxd^1O6O`eg{5)bp{fBMJJ%=`xKcUU^<@Lt`2W9+ zmT?Wii7@E=7ixQYn{1hokg&>qQ**lF)zkJgPH(}+XJGPdce6koK6gp zcJb$2nf=>R-0dX&D4wn=UKTF)KFL6Mbaqu!)0v6)Al}t|k*(_cYI?}H znu&x+>ZybA$%h;(%v;wyo+hK17*YC5jrHk;1y%t+ovFlH0ioZ0PZeS6^x`kaTzix> zE!&t`a~15m9@~_OFq2qptNA)`s`cJ=X=2VZpE44nonb8X=nVF-LvbeNkas2qE3GR( zdHpN$Dd*aZc6zk0)OJy1n>%MJY_^U6qOAMY01^+7DF?tQZ@NoNf8=Z_hLHEwcMpW0 zVH@NkKM0mTYg|{GA|Gohz@l74a>0W(*9O*&}cW)Oj69QRG2- zfjrg@4%ik-u5u~Zoh=R;g_Jxy@3tTEh7cdmlFgk0M{QXrgCmSg3jrzquoV5tailc= zUA3?a7ZtAyX;%6*I^p-72nKg+PZuugyTa}p8Y135O_yv=7>1sSx>@C`75wMj5bO;< zG#Jl5gbIH(RXUf?027we-#judJ{LtIU;!t5NxT+Hmp)6rk2L@1gx(O|@dY)|ZxQHF z`a(!(;OI(_m<_2FozmewyeU8w3BC$DcoywmPS1^zl(9F018DeWnb zbVA6e%~6-FBGoGh3Z&TNx7SR8gS2ec6}8_C&OBDDH3N5|;)dH^x|UeP@ZnSRw_F}p zl=vPb=n(Iil^Ou9fDuGvQQ5kLbsw zNpUAU%|J>rcC0(t)Bg_Rx@f!oNlZcziUR2f-EwY=un?H@)0>}x_#A74ckg9q;a_hs zMu7U6iYM(s*K}Z2=lMO9pE@^h#TdBvJvG7___bm~-{rHn3sBEfqxX&)>v(_ND)b#o zG~P`ub?A!DK6vjSwnCt@v>5)ypS^!D>NowQs`9#FN0hf)Y)gw@c}oQ(pSBu@WPTM| z_4FX+ot0vx$56qJ4DVReUN!k-BPUJ0w6O+LH zG_+eexwgc@%wr`{!BZ5O`^h`q#CE}3UM(2caN9rfx$?0LmH6f@Kar)lom=avdJfEa z7PCg%F+(KrvpJ=O22~-jj}y)tLLoT*3vvunOg;7E72K@`b*o&3g;PxAur^jS?k0f* zR&2COkZt}U`sN7n@1PRZ^ocw*aqOQF&Y=waXTF3IQ=f^@&PAK>B}B z2K9-$&HsW7Je?N-WJ)glsp4e98*{RIP;7GEUv~)xt+cLULi6siZbN@X9i$=t8+Bm( zAE<*{^?yf_PYre5snzy= z7J3@(R^qCSWazAXO0yv#NhXpT(!X!G=s&m9y(77>o?l_}4(yM+w_@Nqt+jo_j8iY& zM%)UQYf__6%tl}15hrKJlq&QO)(7M71|y^j-^Jz@{?MwXImVoLk$Eh0w2o+C+z7eOE5Lu*bIRP!b0*S{@$ z7NpnP{;VyB3|$PKt;DK7lS;(m*1&0ng2Z_;SN8JX5QG#B-+w_6f%%_-jSauy)j41T zf2SOYJJYM%c0kbw`g*DQ?<3nU+e%E@7xsj1EfO77pJQ!Z+YikR z)9(R&k?TtDZx}x~!1lz3c;-Swwr&*8)IS&G!Q{?=9Vs-qUSAkhzCEx=0^rZolx@pNK3?d>5a&I0ua zjjC_h9vn8Y>mG>-Lp9KnDy1D8X(sZQ6&6;e6VV7c9@(?at%o&N0*%a+OaxkwpPzpU zNsbjYU~bp_)!`%PGZqLue9w4->%Ecreuq(r@7B4CYT(HD8%d*EDq$DWVB2YM{{G|? z3 zgO!?w2J>QRi6mboq0^>t_}5_f1o?TQI^<8bWBa}Pe`h<;0qvd>zqgA7eD~lzsbPWA z+!d4!Q8Ru(P~XBt1Ez6qE#5!$hdsY}UNU5;w|5HG=%!>QaURQ3D(xWOQts z;mT(KbO!K@z~+EX3MN79mqtC6dx%ZBT-j?zo`})!4fpT_@XRUuxf_{W8fV19mxdmj zb-O3$#HO3mT!YI2Ftzf*kHwD&`bz+sks7DWWHNh{4ss-L6|gQ+9k!z-%+wY6QZw6; ziLBNmc7y+ubtz#-cjeUOJIsNx#7Sgwa;HX^<@sm{n*qOD=*3i#EZ_09i>0DzQ=G7i z&&5){wxf*V=b3HAW3d-slG6P+Z8ND{+*8p{tM3fCW=p-;n)65!kSLQn)AYw-O$nb} zh9Sl}eb{gadPu1_V_hLqsdgEr5I6aebnd5fP~Hi&%!OU7KMZw;M_XPe|A`B{_FKwVV^^g+*wmwEpm zEQzgA{%%cut&*!!ay(?De!N6PY6i70+5YtiTbQ+$$|e_)DcW`Yrl_D2ZO-9ms+3S0 z*FfR?gZm>poqo2#mS~zh*nmpxgOg6oCKnbSepD>fxzif4+Bom<^{~#8YA{`3Ch4`2 zemuXv{xyNSk4hO0H3_T~UN`X&6}pXm{51I5gmo65Qy0adz8d;;+5rK@&^v0; zRZ@Yp-iqbBey!;MxWT`9zQQI&xXF7yhrxo0QDyt0BH&r@qM^Q$bTc?g z;Q+VMcfjH{P*WgL;eGw}Iwo(Cjo zM{Y*AgAZDHG8Xey)@(_J`DW)g_4$TvMv>XcEQalgNk|*&9m>1H)-&TQu0tNlHX5i} z6B1I)*}4=Dh}S3)5!mq?x>2zBt=3wjgz)}&rLE30uhGipur}jClr7|Pbms$_db}i< z+I@pG&fSD^_=F|#<*g&$^2s;DcDpkXSI`-h=_?%|tAJhC1X2r0z`xC7ShvHh`{BGt zjGDGU)`-8lj@s^K`pkxx>v>oDCA$3bz@B4#J?uhi6@-Pj&y4jbG7v!`Yz)!DRBUPm8n^y^X&Ca)iC^dD5r21 z+j-LC_qeZSa+Qw7U(W>jIubx6XI^QF_t_^y4oVR2>5wR<%opVttQW=27n{N{sa@DF19ULB~ zyL%KaRz~Y5>4>p-&fl|BTn-J9YhV7pcUyJimy1u=0806^4t171#u5O>_uw2YA%Itv zn%0o#RxVHqN7>-rjY!_)yEt-ckA8euR)a%OI%rf#M-@LPFxnCcHUmAXtEz zf$paLT=jGJvEzC=dpB&y6X06PZVyT@*au+gkrwv+zmEA(2$xD83I7B~S zldD*ssC$;nr0=a~;QwwbCqwdt7FdVU{oI-e!RKt-@1_~f1lCN`R4e>?YV8<&L&>Se zC1#qY!TN=o4KMfD-+Vz0UG=Ifgu5K!l9ILTjInOTFSS85E8Hf3Ha%Z=B<7bBdeQl* zZgO5wz%Ap>xn%kDo#V&+vXBY=%U&yB^DC3+O1gTQ1;gco*Re88Sos-s}AnRe4#E_fHBFfa2PKF29_(uk4_9dl;Zd!+mS&xiw zLhM=t1qZ+8M1%)BkhFEcN*=FICGtqqlKm^>{~qNn+L- z^4kI8%{M~b2uQX(fJNRdNSocqW0aAXTxUmy3|+eA!T4Zc^n)3liWEx`;+FV$S;s;z zuY^u8L4|nYr^L2RT31xvIS>4J+Wt`_5DfAy;l>AZ(=HCbANY?Bh9rN}7y$Do@OEm| zaBte#K^9@Zq~3&T{8h`H=Q?P)^N8PgOdYI$qT3t@CZl4Xp72?yKt*e{&OsU-R8*oY z>35YYS&c$csesxdx8D@X&y=hgg`Xy^e)do*Ek(psB6!2VIboQ1C~`1a^&vtwF?u{) zEw7=+aSMHTo{+6w^+P%-$58+G5R(45S2}fcL!!Tmt6_10hNzD%K1)lA`KUj*EjZ=Q z@xQpOG}%1s43qCu@SSc;6Q6Q>pF=NK@5%Q@f_tQ_aF&nq!%Z)%Ttj9%iR>;g1Shpv z%nFhT<|qa!5n_W$*_29Vr*bx>Vv5qXZv$Hb4x%){x`xBi+n{Re)xK+oeAZD3|8-?r zVQAl?%k~d6jLqffk&XBkQSWu}7bc!6RdOqeRq@{{r6`Pk8~~bPSN&;SPm#>iAS^(x z7B6-MR#+pbQW4#(RxfbZBvA^%B5S4(h70T0C~e*>BLgq}Msu~6OTS`JIORx@xL=i)~%sDYf~rF(H?L_>C>+g{@JkSC$ZO=#?x(54&TYPv~imkx|A9#Nw73o zB${`aCiq40SL5>!Rnqo>tDy(xo5Lm@XWmX#KTa8rExNClz|VhUk`tcT%Nj=vE7{Wx zs?Rucd4TX;j2R*PNO(aowM}uA#CxacvlQobart2HmQccH{6Rv->(8>)aPd5no|D`h zfWZ>6R?=-Y9SN4)ejsir`*C=|(QmLtqPfMMmPe|lx=WP+6GKswaKahu^rWP8%U-gh zq2ilnze#b!GN z=aNF+Lg9&9exg!5>g7#s{Oduy2}TnW2LJ|2AQ(=yQa?Qy&0dNAlp>KI_`Uc0!35#* zj#+Z!&jo>K!>pE0Mb&;S!RknYSE@1= zaJz>E+%U=i#@p06GiMP$h(5cLel=xUSoiWjyj1A^*%%{g-oVU^rf**fr{!p#=TziL zX7#}6C@Rr149aq80szvp5#V$DOJ%_Mgb zeYTgXWOi9v5(s`3$hAk@FrW0)!XkHrD?yfTH$>|#o~3}0*R>eiycJ-_90K=`EFZnn zo#NP}*mej-_I`eBwsVEc;YIK}ZeRy57PScmnx)uibBVn$d|&mBGa2~;iE9|Ooq#qw zM!kwFwHg?r^)qlFSK|i#{B~)%bEbF@Dn6wzHd&(21PoS5@@?Af=8}%jNUu$QJo1aF z%fH%;p4qnDbUVDHrPHZ+V|n-skLZke_4LOc&!etPUCcESe4j5GpZ;P<_?!Y%pG9+! z;_9yVWU~YQHlDZ2Z|%JAJUDP==jN{C@d4CJEBEfC2RMxcoG(2y{W)98kYYG9v%?Z5 zPj+I=?JJ{LdA4YiKh?ThpTOGYW`VTWvMG_|v`cHB-Lv~y!Or^{ji<>w-ESKo<2XNN zo=ov#gOt|3L}cf|hKK>;0v4GnIjxx2Nxwa?*5fcUk3uzm ze6BLaTte`p&K1+O4{+IFB2^owy#kqyfcWonz%JyoUQ6~^D_29dx; z|LUpnRT1OeXIXn74Q=>f6sTtsKxkDT=n%26uzVYS<_#)k(2XJ7kemt;doU;=?$xS0 zV#=SMF3MdU{&OVr>Fyhu)=AD#v{4|4_xp{IcHBNN^EOEo81CyoNK8GNi~80?4$JAB`u4MwRG)Jv77nY1)^Hb{@79H-Qx1{Y{i1u^7$NT1WsBL=qSR=*B% z4MWpbkLK81srXKG75jTD5j>86erb9%)pH=};?@`$*VX)yE=$zKe$%kRBowlKFOic?eB zx}=B|nj{;gm?XWZXN^Q4)~2e?Wc-^#tssM}930<99GV*%tJEK?xOoFy<#%so*O5ce z9sLvzLx_HPV*JVC_x4SVz{D});?{%VEy`EErKJe?GF|d-*eXGnjmf*y-|{FkeBN(& z*J4sKFDQ%GkTjK9Sj_)@yG=xFz$_28GOQC*_VdZ@|jl@h8zm}lOOHT0hi_wZH0j6XB~ zSLZoEo>wjd_wZ7Ay4!8OFd*g&{IToU;sZmymD+j-Xd3Rc0gsC3h{MIv5 z3p@81yH<6aPjgI;9E>6$mvDlWOn%J&4hVwv=O6PW-aaXV;Wq&Y`qmlR$sp!ndfFV zC~E!~X0}wwfz|K6izT)H8sg}WUNQ%mA^p)+zcwU>m3n?eudMBZZ}DN4{;0-{v*U#ek%nl z|24nLOdj@`3r-;iZ3?9b9pExqsIaR+xzoAV(T?YvO*}XF` zNU}6N*r(hNz@d8A^ZD@!1J3zHI~SY*FihdOn-M3sBoMLd( zjUJz4zO!jRo5MaLW&CfQZWwsNkC;lItfW+zCSRFWS|V&@(0dAeF4ZcdLw~+wN^)s$ z?4B*Ul0NM0wK*RP1H;+xE1w2Rw)o67RI5GjOqtR(ZYN8acSSIJ1aY}(Y;1EWcKPw{ z7^xyV0h`yIyoYe_sD~V$_%1Y=OY!x!lu7W*@usp%EP(xUdy^ZOw(t`-_v2ty_=Jg4 z|9gNaGo>@P{2Esg@NlgTOy*2T72dv#@=#V9a0p1BQS|-fQCT3J+rUcIhw&||py zw~-`Og6}(is`ah(rqcVGgl|5#dU!anU!8PSH=r(%WP7OvJ9(@%ek0o*EAW zezY?ei4=SP0EoTPPg4~GGL~Q z;h)WYC1rv54Y@}D^~B`uJmXd;cV`7@Z`OFr(M^zba43IQi&B(~Iv${ZbPKhhP~ofX z03xN2O(>-Fz7E6|!Uw_Wo1hC^IURE%L0|9nu}Sysblv4*r?Ri`J-yfOx^946k+sTs zznTi#9An!efBxDBg=zjAc1YYDNw}S)O{sxTfxeufz|u7wP+8r_?h}r_DL$MNb?ky@ zNA{s@$?KQ;mFU~Wa5QljhiN-y5DvF6n_C_o9LHCY_?xjBr! zaD^DZv8yk?v`h31_$jj`I#fyh>v5m2ypob*aGVRbwr!5yhEq5?)wst=15B^L5j_Hl z7yV>Ofh(EWl{b4crhh=o?osT;*9b@DW*@~9+x97=PqJ3u!}`X*_9{k4E?>L}+!T+K zN>b@ph)ahhTEhOHV}{o(|1V}(WNKPPlroa&l;YNHR%q@uDW@(Q zIrFB~WZ`R1_l1-J;8eZ>tT8KT_=5g2rbKoB)g!SL-LjjV{%azz=IY;ts7#YaE%MIc zA3m2j{&}sXMf71LIpUvW-I&Lp0HWE=zx;;pYl2M!^1D?RutQ6xt2plL_;*ON3iCcj z;cZeb5o#8I+h>sR)Dz9&2LJ1teYpw(9itAI1!Y(!(TyeJq6*APRNSN9Ec>S1>JsnHC4ij9w}j`_x?olEjvGbsdFi|Oa;s$va2;J8vlfDzdA@w zQ3bFN()`)liV+?h=;eHb)6b#$FR0_aUBXN`iK-V3UoF1P!LuCS@;54k-Mri3o1l&z zhrq@~#07a+TJNjvdlXcZ3n>0-<{y4u-B+40E#8xTu%4pU$#+`p+DSF6<5@PsqZJju z+h}1ta^SoAOl6mUkViB7dyP~#qA+IKgQjQr!<{rRXeqRe4e>7j5CCRY<|Ml2pN4R_y~@(xkCNV8acsG&<4>hqg-&v#N;vhp zP~Lfml0KWd1VD5#z_n{Ud3DwtKh{J*;L6M^_BUTp&s8VtUkK|n{o;?mL>jkED3{;+ z{5W=t;hfvNUcxp_tFIdxyKLFeK^>ia+DLaYLD+3~_Rdbsemyd#z8`e>rjWN=o*Dw^ zKza0|K_!wB6PJOC!k&GDc01V5-g6awllq!NQ*>0OhFBR}OJ_g#m=%*i3TG5$0x`*i zRvWuUz+Dy{oK#^OROG$0X|ClPT%H%~qQ72!ev@{qoUTh7bpfP!oBM-4bYxs5K+AnW zVmV}^^^Xa{--`=7Bn^Eq)x3dli-qaFzV^xIian( z>bqzBCph`c81=K*MFcRsQQyoSn=;#nU$8(h#+7#+SdF*h7oVfTh5%c91Ii4{!HVddG zkNcfOoIK`FXq;vj-dT+r0jzc|O&zK8Z^@~N2M&}LIo`fNJK&!(P}8`u>qAtZTsk3l7=SiJg58B zSfcHVUY-eRMh2d)grw4;K8rZL6i>#OG&{8>Idi?!2v|~_Ua_hg?Y>!!O8-Niq~TX9 z*s*pG&wt8EORse{zk}U(2tg+1k4{EF{J- z8&3V4Qzk_SNWEcx{1I^++TD%UTa5t@kI9e?O#u>fT&`Q+SU4(~h-Nz`Jg2k+DaNZ_ zN?Z*X>a8{8rCWSo|6cStwgAQSJ@VqE$c%?s=EuGJ8?V}`xxzwA=<(m&jd@WbD1Q)U z<<7LdYG-Hn#r)Qb%QWd<(nW(LK&`p7$Ae=g_qrzb8hYZpV4Dg>seh>`*r-sA<(F4hDvk{O(%6aV z$CsqPzITfxbBhKdo-K6YZ8uAO5B?cQ25{~xZfUC*2MA#IqwX9di-!n%N1IeB{GDc9s9&FfwvLW&9{iq zEUO2Z_22dEjhA;h+ouKP`q)Cf&V29H=eFt3-)4nI5Sp#A%P{I9=j0!Vc!E3yy&{F(gM zJwHgU2;B+ z6+7;q)dc^TS+(VY*MD$U^@QVJfZqS(C4%Bv3|!>#yL7^T{mB1ArR{xsJFwy?z#yi|E%NmkJp?6F4*L!;y3cdm(vh1V`!rZh1C= zi1-B`MKc|7O1x|H3xc!Kpt4Tw1&=3%n6qvY}3&He*lI24_$ zF7TL`a@w=Y*)CPDHur$8^=?mTjl1U#6x7S%!bNGi2$~)W_5nN zk)O?h^#Y25(6tTz@Vl!|_{wny=PF6hACIU{Ot}CBhp~<@ zDyGu$S|=-hliql_z41c5Z?_8Ka=VN4n6bPlneq`YNgI%bJ8d%rzvXIRmP8?SbkC^jxrR{C+^p=H$z#%fLPFzg&t z+UlGM={F>TRexC9Kt zd>|&uzO4nY-QV#Q6_SmEyfAS;8>YuG_T0jqO}2n(&zK3Y#2N$ozDNUfGh>(t=oXIw z{SGn;RbZ0-WA@g_yBt7K9|>M_8#LXysscQXSIx~If7P%rGpGQBhpM#oK2ThEHa0f) z0o2`_pce5R9SjRnQv=!vfZjfa% z_5p86&wgIl=!5ZPW?HK11#^a{|JYia8T83qOKpHs#afZCs%Ijw>$5n`~v<>ChIpi=7 zRp}^UUQ1Op&`{h-C%pK@+%5DlTON(t8u_{4A%U zNXjMR&78D=;rd|u`8Jgud9U6)*$+(rEI=mt2I#@-%o!)m={$v?Fg+LF908j3WL^D0 zwLecnNPfl{sFpHaF>l1B6~P({cx9K(!3*64R(6`tu9uYyw^S#r8!j2^ zdan8R8Ch^5Z}78UE5^#6bu#$)uD}AG4m77p`HnVuqw>=+3k9jI#v6re0O^Q{4{9C> zextm82`WEFVTDy-221pyYG2S|vRJO=MRg0}NHmtl??!S^Odd_Jg>)L8fw|%*V@|D) zJ;sC|Xv#kCt4NB4GyL|Rd)yD5Ma_;<;_k9!m$be#Yudq7;DD(Gct;MKK!BwW?CG#PeTY zJ2DLGWA1h0mS6EJaw;_DTgDjpuk zeN#5zuppz*_{KSuga01p)4_E9!=M_!);DTZD`<2{Becx*t-L3RtSa$o_efh%h}&OD z;9I>Fkdr(Q?uZWxp{K_r#_$H{ns0z5POp4+#|EXDGgS1HL<=8%iRw!(q1C%ZcM^|H zU~69VvQRhwRzusB#Uz-)De=`Kof-j3UGZ$i2GMvlGebB?k{#Q2jmG5f4*9?T179@^;*iDC$(`X`&UB z{`^3NVM~<}E0n29ns!>vaBn0xLf=n{o+5smyaL-LU8l1zjX2^RI!m77|L;8mGOK9_3}x3G1jR8V8kcDH<0H zykzQ!YWQrVC}!n>Z&$c>?C%Yf5vU7@vo~6ZnO!pSURYjfMIR01owlojW2=`y2;gta z(UaU6iV-pxGm|5oQ05bl{d6d9^#SgE%zbRS)0}E}P&Wor{+-+zfuK}cKE33QSFiM1 z(lA5m;D+Mmitn8cl41Q28x{ydWdjvnJjWU+K;G64Q-dux{Y*d{*hjG)Dfe$Vin0MXTO3 z@F=~3bNPBO2Q9Y&<{87YZs)}ij*J)R+Q_K6w~5)IraU(Jv1LFg=eOMJbU5aOli@;y zIY#kmptT`1`kXKj!3MhRyO;R5|J8e6vjh9CY2UT z&@|>jPd&fb#1p=reCNm<{*?BknDA04Z&?$4%c55bHf~NmJZKSip3U~W?R!3Bq@$aH zXnl@O;mT(#%*sfJ#5U5eD5U+22eV}-TUw|mZRR|P^*xZ<7st%O#3g)^Z8R*eKaaU0 zFZ}|v^0aQHJ;oQw8Wxz@cU`VLfcUj-m}xa^?GCStC3JYY?L6O5<#?m90W#9bGfa%BiR!6a$<^XH5wGV9;k4=+71!y?)Tm7!9 z8+RWM}>`yuwXN3AD5HJYv+Tx6)<2& z2AUWQ+7|sw(^|^}#)R4Evw`ZkFFD0*tiy^li_J&_kpO4IKM)kNiMub8)G9}L=yMXl zMPdB~!|$#Q4ILy%h}shfwg`(-x_v0pMaAR$@YXIIQ@ZJyRxcJ&f4WTIX4OG<5BNF? zb~hxmeOENgthoWJehIgvXlEELP_RPb_OI zL!}@-z7VAUaPbCAcVD))jl3G1bjdz@tUy541nX?2<49q5L~ofVmdiD} z|KPqkdpp1RI;=_XamJR%_zfzm`$lj>NCWYSV#H#FB_46VvAgvbb>?5RY!Pg_Z*6W2-5TI1SG>4QgLFo{GM+&qfx>74hAlgH4zzw{ z*l;F8#ElvPp9(KFWAG@JVSJi#tSh&a=e(jnAT_NyKC-ci5?zhYBLm6Vuo^_#cYmES zd>AL`Y?I>5$*i(shb`aLg!iN7wS_9;MBa>fXm7fIfNiHZ7>+v8;?=TLis-KZ|IbfaJ4m}FgEqrul-(Y{Fmw5#stRa|s0k5h;Rq$=p? z3}MuME)>&qTI%9)TngiE6E^Ln>M41BRl<(jll1GrmmAe>5{RZO7RP9dn-jkd7G^H@ z3@b-logeK`ew5Ur)_r@%c6(_{+X`KFw(zM`>D-Y}TfdZ=lw|unPY=<4_J zn74AN`}yh~56uhxMLr1x;Go60geppSyZS%@iG|$!jGs03H*n?6vgSu2I43!6&%yCn zQQ7~W!oID4%NFNS0xF$9jQic9cPHI8_D@9}WuB8AS= z_H`!8FLk#}$r0{5&6V()W79UK;R-!L#sYH>n~kDi?I%YIir2b*d9I($Y34<)y(Pf9 z%%;)MaioO9KaC*h~^ zC6}mA4~Rm?B&XxD9LKY{G`LdpJF-)Q9+9;zX%0A_&(f9`d2?t=J)3^Z z$c+J)6e4P`_O`m#J?EV{@wyITD`-P8;$|If&BA)+U5tp0;HGPJ!9JhL;}O+%{wtgp zo3lOBh3We5wHiwu$R#u&A3f~Xv{n9a;|jzsb*%AC>GOI7$Pt9JEy_S_mS>zIp)hXC-}P|2|M8*fu!Py85uo z1>y!3JK!hI4-Jq+@z9f97!cWdWck!Z7HegJ#kwtr7Bk5TpR$b}Pc@vLGcRxrRQnrJ zbe2AAbV#C)$Jp4q26yjBC*_EQxrUWVzABL7ccPZUC#a)W#nhIRp(QYj%3KrTrAxs? z2&6(c7$oouAn8)EEY_W9bPmLAWX;YUC?T6zoA);H_Qjm{>GjQm0vh~5S93s!}a$0y*DDS?@;M!+NJ$9c#J@_aBZIU?rD4MEJBaT03W0Htu3CGZK zA`@f(h^bW8glFUXp^@fv(CM%{v8|OZ;cq(ED}ID38Nc z3eUpPg59T4+s#L~7(%T?f2c;BK1kxcau*8M^vDs3G>7kue6*a2QWrm>5!CDXnRCT} zlL{wWF&32w=^-0;FS~9^7QVCz8GM!#BZ_0ZSynpWpzcMeztP21 zpSh-7u;}Db>S?#%!O)xb#r7obsMOaIgP8D~>rL1^N~RmRo+cS6>-lnMIuahe?!>P5 zCWfyu4L1RQZp|lvL2dA*OzfT`_M!Gqq_2A8J8)vdEmSAY5|ky@N7N@*Ikx9W)h7-H z%IjvmD_f4utEDkHlQ*>V-L{%~XKR z7gnR2NFqP{>iyTJ0s<3f*u&QOrpbaIBW5P(r93fv*D}53%ZXa(`l#FwJ4bkT2EZN&#GPF3@8~kgZOL*<6d{P?_C6|yGvtNO40}O z8R>amA*YXkDo&w)E2T8V$oIqh%M47N;TG)yX}u?K*)}?HR=>;&rQ@tyQDSJ>>MK?JlFUdhP z1Uy4B{Ri-I7Z?;M<#U`tnyl_xmKXLF(R9}swV7P)vi{NoG%h6)!G)DSTNEpiRJb--9hom7dV`fj)Kl>AVlyemnUl8c3uYB{%MT1N||- z81rKb9a!`_Oy$5GG-B;9?v%b~EmMH34v`HZ{uD}GA?W8yOx?w?sjM}o=Zpj zVVuRw!+-Lb;VmOnj;nz^3bpvdVZu+xgQ<~s=sR>Rh7GmwF?2MpNc*Z4?hr(smj!y| zhqjl&q~n>Vqf}kna;+rP4`OS~bOzj~zgvnP=9?;pCKVc+Okd+Sssrg+iI8rhRmDMC zoE8lGkz94F<-Ry|Lfkfa8a(K!0X|n*-jex;M8SJp;X1lK1G#WpT9s*E^(&PO3Dib` zBb2%G#bHmv9Efu?jBLdC_WbleD+Q+{4TCBIX|IXw&AHUwOu$R!tlEE4woydT??}C5 zHZ`qxA%!?G=%MYM^&Q!>5;Td+P<+LYbva;L$#+u&n(phOfmzb{33E!H-ie`~sv3w(% zG4Z5RD_o?%xp=oDMFjf0a!B%hOv8W}MT?NVe&wCA&eCEi zI)u$tCpq4x0`+b~;Z`A!&%+(6%{uU#$A#Qa-gh7*3$R&;>6CY*5<6hQ6!=-Jfi9(s z8M;7!7mcBRKf`-?o=DCQ!>~n77FPR=ip7b{4p`ttN&5!f_RVoJLbbYZuB!&=QRvke z3DeTnip@TmPP^CSU?6wx^FkUJb-AKEbv2;C`t{EJN1Te{!U9nTOKpPYXA{%25vszH z>;BFUVCBILVd@YU%HrBZ=>vm>yHX;LB7-pY!yDKO#h<;3hag#kuiMep_n#&TK+W)G|noZ^SJSCnP0`fwTnfISWN~I|5glggZYW;wi#&@RZIM z-Hs!!pP$!0W+nwu1HGIolbC={7{f{XiKYdh;pt&Ey?vQ}=mh=#>QD*nKXjAy;iB{h z?2TEQxn^#dMjsB7Wj#AacoN7?$H^wHV@@A2r_`lP6{5O#O1#n4ohC4RUz?)#BPHQ; zsg=bz)1FA;>PFJI(wsC~}%#b;i078MZ~n!B}!G zx2ZIfZ@4PNf$d{^(~CR`zZevLsMf0ih}cmDR07ucDqDDIdKsi>_LqMfG! zz?mof9Q37eE~PmPIBjXPbr0-m1ka{QzRw#(BOj4{Ubzncs4N4Gj$~zX5=#`h$*?KT zpSTloX~!VtPJ+p}W9d#fA0_+l8D_X7W<-zx#l8v^wXL~<6=~USQBs7 zb!(ugkghARab$~M{7{M7iSlawnJ9ugQvJuXT$R(?CgF#L7Jrv}%3Tt}4(&0{9cY|t zs8na(8!fDO>L5_kd9Yx)k|7Xu#!cl(>OLoowJG9qSMavpOM)1s9AL?zYDGyO@lNm;fonfDQ> zx-Rn%^W7#+AW!re0^FE9pscd)zOZR5Mik|Bx0}0;{E=Lvtb5$o1X;JVx`c4N<+(9? zOT3B={&8{xk+)^Q7%!3I(1Sz3b9xs;7tv@B-wQ%!P}Gt@mRYxm#xqj&+g9+-f&s;76A(;b6mjEimlM1xskfYWzV zh_hUnk%oK1$prB@x;hbb>0C-_V64pYHnf0lYvCHIRB22Xlw-lGbwe=*a_=IDO~T#J z-$S++%LW_!($62l?p|F$m(e|7;+}iC%B#0(T6kpu)xUrC8+}0fL|J1;+)_;Mi0lQl z;>z?nwarJ!Rj!!?9YQX-R@EaoBr|gNd4O5(mP&W}Gvu@*aCM?y8#*<#Xm%lyK={x| zD@`KYz_3X#<~?!0X-X)sBqonxZ>tN&II0lcogyLAK&r+Mp9w1y8tFro#WTxpW6w+S zAv6?y;rw+nT{;Z(RdOADa||?zWfCtk`co{Aa+yp$Ay*0JZu4$0<4fl+NljnAZ!H_Z zc4G*_W;}E?jV3+mDAC5Tup<~FIW2iTSF^Yw^3nEDF=AI5JXw}LTb$Md&IvKhIXGy@ zq|w1uMfg1UoA9jikJdsKv!q&@D&be>S((W22<3(&DM8M+4~jK}vRNJ}xG#Ld$^cRi zQT!T2u&~86YF}KxHtYJw@I29YNxAGK;*_75MVZx4R$EMkpk!h^B^}ZMxcJ-)p)-#% zk58F{A$jp^L{V>E#e4sriI0Du5?5{eSdBhxaWTfs);9s~Mi+%v;5O+qclBf9k_p$2 z{ZffRT_;O`h1(HVttuSJ%{rE8?K+ti%A~E!*5EYfp}ioFmM-$>m44>$; z&TWz|Mej6AXld0{s4aqV;!s9caa29&1i#%ADwxt(wtBAt*yzuW?8CPmW6@Ci0<%KzI#h_z&NT1N^2(9kXvR0AaNEuG&LD`1W z(E^2F_|pSKQDYi6r}OF(ueOB3MonVH&dxIWhC*@8gmlg9G7cqjHuoeiz!{$IUEh2jW0l>;&PDHpe<4r}6}MgCx0dfLok z?>B{5Ssa`;W>QG;!nS~Y`gOpIvB(MwYDpX?3(qz8+|ev5$!lxD3?XHNtMU}S4$63o zRMx1A^`ZJJUe1as=-5KT671c$6>Hf?$u{>|ocA3mvZpAnRWGn;ope3>&YCb7%540K z<3}VzxCMT4t7Q~5Lm(Qn9XRz)JTBKq{^}VtQ(1@*x+IXKh-Dx5SEQU(%t)_&nIKED zAwoGQi~7)FG#c>T^1^P%$!wPhk%D!z?~8iZ!X#tomi<^liK~0s8)&SXWdB&AyVUBc z%n~oQFdwYK@w%qUhPJpk#T4u?)|JQM2;Hqaeg_nPi=J36ot|OdUN%A3)aT-*>=F;L zli*#50k#JjvzTNbI}Q@e8`@gQhWl+wC_3{VEIRj0&@Q&D*#60%s9sb(r0E>VnRB4& z%y1Ue>#UxC9cr5^20ERoaKtb_&&Dc)d)fWRipfvCr zJ>UNF#?&&`R~40ufxP0g+34-Hqihnml@_eUaKt&MhIC>;{$O5bH}>W8Wb2Tm#{J{r zya}7j>KYkg4EUt4=-G0N1K(f(S>@cvB(>3Gq3%A2J{u`H)V&H9<*|o-du7k%y{KnX zV9#QMtDf)|d!nWbB%(&{6HGInqtr18W;OGZ)UI;%epB?6i}!0Cw$pW+w*jDiDeT4O zz1eCz_V->+!&i9fNvTZtu-1wtf8raXN{MS;6R&)!bV>rR3Cu85Z(9CLD{>1wl+gGH zVkobQqbrQqhe5q=_k|`c3)kxH*(3aNk=Iu;SyCxhw0ea~;o-ekDmm8v96{=|O2VF1 zZ+*J4eB7#o)ZvSy-o)Coel8uM6e3tEe8bv#bE{<+TIIL2I524~CyFj%10$UpMKE8G z^_xOP&xI^>>FFkkUjbTuTG*qxEU_IpJ4}D^cjs7w&<*FVVg<&`L36;IbU6kQZFhD< z{4z^79@1&SX;yp_6(joi0Mt-ZL`t=wY4ZC)UuCx zGr{t#8XRM%W$gi%GshFekjEn++XAQKnR14HXBa_6-SXj{&VX)b37fvkxw*F32&Yqu z1i~@)WuvmYPba{K4H_}oHF@2g{+^Q~x2Gp%?e!jva^Lkm(GcX0C=r&)%RI z9Pv)T2YtR|xH{}0bZ6YAooiOPzCKeqAIP(Yd{jI+f^5Xar2eg-$9@5y^aR3{$xx?I zD(&HTu7u@?J(g&>zxr`@`KE?Y)j#}cQUpd~zY0*&Ig^zQ3pxYu2=Qj|GQ)ors$aL% zB_5kXcf5x)kM@f@jK9LfK!>q&`BQwJ{$v}5&i2C6vg1EvZfLQFx`im6<7Hrn5IIndgu^KZ*jWH2_ zh&O?60aEu<++y+T5CR5&ExzA`>WwDqhmlSb#Ktbh4ka7$Q>O(z5MtaI8cb3zFyRT7 zjJGzj)wWnPCS>7r?&awu4t+``HnKXxDxMgd*?*+?nv=d7oi;@PPll>j@zL|*yK=ywY= zBIH}WR($oT)_+G}Bl{OEc$84qDO$`q-J?jhhT*SVu@#^#_($AdK zd7Dm;Aq6VhSSwm|N5VrnSVSxThrLUV8EbN}nXQ^J*95i1AF+u6{LRBLZJUYNM@d+tx?2S_qM^mz=yIImNo{+&AN zqwlCyu#ZkSolALWwOyCJ<#fxZ`$CJ|(HH6?yCT=s6;9#)eL%l6*!)^|#104HD6!XV zDn$LUx>@)E+%(xn?$m*Cz%Q)tyt#ZfM6XD-GfvhkEZEPess6Md;jF7Td3Fs6%Pu@3 z+XwTXmNV{O6Z3Sa$)GOQQNWSbC#Lma(o^iYP)WV?cj0$gb!c8q4uL%mv!`E^JbEm) zq#L`+a4Di!cf|4@C#y!uZ9u^0t-j8P1}rLP8|3W9AnRS@RL(DCCb0GQ%EVCL7}WP^sE-J4Z{z$4N5t zA4>=J<&UsB1t>E@~np-kmAP{3)}E^@;++Ptt+1 zvtz{wY%TRNA@yt(I1;klQgVP8mVlEu7akkXuz+;#9XLTobG-b0T#|{@E8j` z$Ps>uW2|`Cc{Ez8MqS{q{kt-w)WK*N2L#IT79bO%#VFQ5DSkf3Ll@2nZOo`<=(qsY zieR@})|-YCe2Skf#}9MPRjI_m>tw7p0Kc&6b&YLaz#Y zE+3JNU!s26Ux?vI1*&TIquXAr8#3ZZ82*utgEgEdJa_x4EfF%5%AyBrF(ySO6Q^j{ z*a=QJ+=*ZcK8WZfGj_6+*RV;bx}CWmg3YqQJ<)(*tuv=FJfyY#*SqVDX*|dft;HcI z8hQ-HS4G0741QkKEGEcS*Y>~Bn~5@SG%v-w0)F>-7AmYJ-naoS!W~npU>s@4G4*As?+E%;b>uT!%3gjT%~m=o+Vk#fTpQ;P|=gG&GdXMSa$#?`LvoV>p>vVwpWZedi* z#K)G^ydCoAVhHAD=-_vjJzDK!`c@hY^@dcu&voYsZ?z(%#bcfSguOXjKB52Z7LpAx z>qN34=K;so-?<1zR|300oMd`3q-b2zhq4~85Isig!V?_XML16bbc`jwACKq2PAtYF z+3L?eLz(h|!)0x)HnnE1W|bKInPI=m#bvXlmW&ErFk47U8|Xc>pbHa-X9Md!FWUUi zNQQuohw6A!mWYMO9u^91c^cQE5xqKBor|oY21ZNBN2n9TQzOUBE$F`a;%7(E!<{wN zL*kXdLiuI}7HBU+ODDc{D;~UMnX*4S<*aOmd#++22U!rm1UY;+eeHgJ3o+oVD}m_O zI(|R#DLDWlA@}QQ4}+299*-lg@#yHAWj#7{uv^eImbKteGTzavr0|F zzI*4C$3bX_;P!3}?)<@NsHa$puH%GbEJwfYp8HmUGRT^EVNg3mgTwx^MuFg-(TJ`~ zkU6Pjh{vy@Ub}BP2p4qfcJfd?sD}NOGxhUsbMCN(!3BGBH+Ux${358W9jJ3b>HXwX zG6=h##Qdtsh2uqS&+U2fz{o&E0y~i7xOD4uZTfdi%Lp;q#AQN9YHZ_Qk)+0y@^6C= zn@;$-9~RN*XucLQzU9wmao`mg7cvey_N<{Oa0Q=5W6uf6w2}wW5&O?ukX(*nbgjQJ zt6LVEN$CVxpYB-~zz$evEkr`&(`H8L#eN3&JUCsB=rsG_WQi9-QXhX$a==tcS&$j5w`Ya(6as6dn21%7C4=yv}WTtMXqKN+zkh6Ea&xcla5Pe;1GF7qj(DJWR?CGv~t zOr!bllcl0DC*&yWl0REQfAL;&Q75uk_y9N%K7|~0a}>Qdlv2nyithAxv|iz)xi1b} zs5dvi6^#c92sJf3d;ow0gmo^~i+69?g;0pjyYIv(YPkXibGZTDrI8O+HV)p0gfp@` z`yplA-kl5*@OYKxFi7lvE32V1dUjYYM=B?XMYDZh$w?rWw8iUjOy_``4Sg$WNPIyG zOnh_n%NDMhLgkc(UHys|E;XqQMhV}xk`KefSGO^b9 zG#tZBdNEw73p%|JDMQ^0towLG8~&Y=RWd=WA8>u0=ts@rLZmFCul9H^=5oZ}1@d_+ z)zVa-9IXm}*ydF$=uLhxAwG9E1S zATK{(-{Zaqc6u^t0SEID{*;wnv1XI(O@oESz~mSP**d+{uk1| z=2@U45yx3Jj4Fvu^SZu&K;udXz+=}T0g`{;^(YT2+dA1jIE*b@N_N|-(j271k2SXb z-luf?^f$-ZpWGot{ooZQSI4sNw`H}b zmps}$XLRH`K~CiThD-cv12JgrmX8E=TR^QtpUS^XZNA-Mchm|`Iw<^9vUc{EJ03in znil?tcBo(|$18yDAw0a&5>7I@FoKNi8Db9Fhv$Or4>sPueH+2{#_y44(erR5!FC77 zP+JrsjSK1*0M%;Ima*hwI>2{#2d(%@9mrvzqti@n7w5|l;+t{=&WzC#CebWT)pA)O zM_u2e*dncNTX_&9@?_HbQ>uuylgJq;p6szjBD!-e1jv5Gxm=JqOjz3bm4}kbMy98? z^OGixQW+k*JwIN@hna4*9csDkv}E51A4!;ST7r7F=sbOpTaFs_YOdN?5B+q(3y}me zC8(hms@J;<$QB;~K9+WJ;D-vsxn*a!%&~vCo2pCx*p7o1inR?wj zhXrx%2vJes0D~j#0UWfPLt4j;7p>8*{2s9V`f{C7vJl`7H;$7KA>}Mlg}5~CE1)1S z!nin}!}mQ$?-e?ofg5?V)CFY=HFbB?^>HbV@%wf_@BvPJv`#4R)7;@A7wR#7!+s6> zSHF=Q0}g<@oLxifc2(_JIpmRw)uKzf?Ej&`nd^>0oaEP`32oM0dGSWh(!p{@+~MDSxISyEKom}>e*rSGHd(FqQnQKMVPue>^%_}duMz4+ zF%EqXLF?4@0JKh7s?(*iP!;$c8^oO=#-vwpqZRo?G;+74E>>5bg>^5Q(loXo3Ov7G|BA_ce`q5%Z2f@L4XxmsTh67K~428%%KuL6bzfx-*UHL`# z>kSC{`hL;7`()Q{@Iur&XW&WtM^XWZs!$9MKJALJ)m3YVGN;DVkWQTsH$3NYzQn6x%};`@ zU(&w+fs1c6U_4%u(ocvNODRYgV}Nz)w&>`U!z2zfYveamYkX;UY||qA zTA6bV)dBgn?`Q8}vo)H2QrN@KXuf{MKU-u39`=>QcVz6l++MERMSnpj6)DoF`}*~V zu`oTS@%HzwcUa>;*WV8=>#OYoJmUO^G*rlK>#5;Lvi#6i74bnFTXzfPG$zxq zt9_JntnK~0#^yg>WgmB$zvWh$@pE1Ojb2}k80UHcb`{O=$q>Ejc-TUMSRKt!*zX+& zv%~e}nS%Pd5D)%8x{XIFJKtV>64+1V zoC$mMGBDNcOttX%1@ijGT=r7>JZH1u=l!&Y9Zt{tmB$=7i9Sb&! zGCz)}A88EXV5&_aS~b}+QejkIuN-^yv5y-uxa3dEAsZd})i~|HD!EwLWHlEKrdbQ1 zG>q8p{YG%w`}iE_H_fQIjynVRFf4Jf5Ij9KlwO_+V$hPo5%eC?Q)L$FFcZ`wqf!W9 z_^!Ojl{$W__Co5$#>05Y_?Mx);_JKh`(4T2lcW7=b(rI>?mBOh#QG5P zyuXU?d#B-&xf+^8^>ggzuV?VOjT+Imw?{enYkt4G$K7&XvO$`MO~g5FTnPpMuhIG} zMLVf_TD~=dU^!RnN;32Q%rO}&h2<)r2=d#hO{Fu09IfdDhVQFr$g5=?i9&(pB3x)Q z4xvn(-2+SV=3#=nub;&m-ycs(Z9QFF;Niz$0<=Y6nIHkW;oKJK7gE!X8Ze>pdm_~J z)rcwJDf*SxGE0oGCRx1<3+Hkm^z}GHj(i(1V{(pQ+QPK!YUC!)A^0X1$$FYP<* zPdH+o`G#_?(TRki9=C~2Ui>78AdJo{aG$xEa*o@Rp?I*iRAzS3ET=(T&{}M*4lG?rU zq&jQ#LsTzo-z-y<3_%o~-RQ(_K`JinWtmmXJwGyPl^Q+9PmpCxRiB);jzu&b zBswixnu07D7-F$-t$YeZtq-WNg~CNya`-4w8W>U=`6+uOZYMrnn}$T1U9yJ>Y5YR+ z`dHm!-Bv)r!%`wKExjs1wi*a>iU^z$%V@&a4qGEznM|7OT3in?` zMZYmP>& zoewFAg)>{)*qJ)(bo1c zlgSw6Pu})Fe%62bA>H#q-qjPz*Z=(Lf2P&{j{^RG`5`R@979liH6_Cz7l{i8PyJrW zO)Mn}*I;_eVf44*okeUCFJ*XZ8J)JQCSqy??jekdsW8T7Z@{|ebTIQ+P-(c_BQ{RN zg`*HYX|B)O6d9eNAzXIU%;l5*=|X=M)P6hYC8yIrzn)iaKr4`>jRGB{S<0b>>oTDU z&?QTuBm6AKg!{(-%DaFp)pbm~1!V9k1>-S{Shyb(vV$|H_W?~L^8Yk$I^IA&pO{YR zj^Kp>Cvd%pt^`zABcNM0;{6Ck*kahFaWgkb5x|WjZ9a&n8Spu-fNM)j#N|x_?3k)_ zJ03gZn%d`=DAU+&Lt&L>Std|uWs5_Nxq=O+Sr}^6Suk3Yf5Dk1q5;)(Q39=WA6&K| zddgMkXWyGuonP(aV9A!6DYN^aLhCA_tuDfWYwEQp17NE#NDx0RQ;Opp9BI^V(Rv z9)56FIBBVQ?V`Wf&w&J1@%wg4=nTrDB_Qz@0?}aMY=eVJ_TYk9&1~+tybS+k_PsqZ z@QCy8V8ruL~`?linD@n_PC?CXvAx-W=-4t%<*eL33_Zd9m=uY@};XIS7 z*vn4|BHXsJ>%_z2DKixTTfd>yjx~0757}*I#kU6b-7snsK5T7mjV#f)XEu>cR8Sd4 zpf!alb*DOInT$3Up4FUO-YKgqH%GF*-ul)t+S8W5s(g}4#JHKC$M4uii|Tk%JAc@eutjafS?9>T z*bn17`_PAsMnLb^&$awSDFu_#V!FB*tF7%f?dZEA!yK>APF9g;*Q}u@fTV$ZdO6_1 zAKxP%SZOieobT<^;g6~?viF519=I%U;1OjXFfMn1kPoH#W;eUvGQ5Wfh8drB_%FBT zni|?aziX@Mz?mg|Yzf#cFf_{}qGG7fx% zgGCf0fWb1hRXyN=+na3|e``6&$wxy?Pl>^AYc}~Ur@ya6vti`kV<4ddkacCN%xBdy zJfiF*DBmp6{`=DSkHwAxq8OGfOkw$!(pzx&&B8WK2%7I>m7R%#xp^%Q;;BrA$)vqB z5`H!;G6;bdcUcQ}skXM=c9F^`%nh|&r{h%sxd7kp$`4Bnie&Cj5%skm0(Lz+Dx+&5 zWEn`r1w2I@&7AakTOw%WWpBN6#;YJkVi;?!Ed@wad!bBdJsv zhTMX;>zqGJ%A0gr@&TRS73;BG0D1uw8H?zpvTAmU`Q7c!C;+%}qMG)buSV{@0xMM` zP7)u$$qyt7l5;M;yj>Q!)gxp3Qs^iE+jt(@b#IKTsF<#b(H{IJPRrT2m8Nd>mD@A} z+qpOJbjZF1DV!_sptSq0$A&$&Q=5}VDlcyJ-Le&57l)J4o&wWoIa4*??$`rG^voBf1r56sju0`XPN9GIaQUw- zfQ$uUhDrcSPly8SWnLdC9+-J%^BtV;Gb+dw-7?egV7zoSyAi80A0VkJtX2-)n-Z1U znq{@=v{HBLJVXcm+uH%j3Lmbm8lP=aLytnx0>nT0N!sgwn&69ls z0p(flt17bO@YU~yx1y&6uZFmTN_@Hyg?$3h^%+A`Y|^G`^nA7i_K-*EY^1EW?Po{n z?&fE=PF1Z=*@Mz?e8#K2ELut0T#$*T@Wx}KL&3ml* zqdbtbybqx?`^VNuhU}#v{aUojNUjCPZ7soY1cb2?uNKpq(<>MK_`TvbB#Qs25igP4 zXzV$IGKNmk8-V#Mkc}u9EvCNvKEN&$)9g;$ea#0zE968Kb>J(LZfrYNv{YiIv8|lr zJ6)D>+rjaQo=ST)BHU`Zt3ZCVOdah4Dg4jZ&&t=O~oki@7mbuN2|qm&A#9 zM%xo3!#;L&Ha2FqHFq9YNcsukPI_Zb>C|Xgjd-{^RIS0VH0-0{uF&asDEg=fX^||? zD{uc~Ev*)zo3&mEs3CQ)=h?1e%lle(@eV7G>a(#F*alhcZ-bj}_@jGLg`;Jxw=5QH zJ~Uc{7peyn=c8jvC@04-D%R0xbrR)Kb~D9p5)mb-wW($J25ap|qBn{UBy-kF_2V)g znqZ*uHr9}Ai!|^n6Z>mJ6IE*ZAsA=K*El`$jIMYnq!KFsm|a_xLQ= z{Bp-ofKc$@YW|MDOeJx3dj8fvN55d@SYdNJz`A!Hc>MF&P3p%Lto0=o0zX(~1jOK( zpi~g$NMSQ*8x`=l9oX0u^f{enB{B+swfV0>uwgGSA^JD4@s_nxxGP{hln3nDbJOlU86Wjw zk!eVb9oOB+3%{QtmVsPDVm9;e+Jt3EnvH#Y^Ci;>M&ykgCzhqDcym~y(^4C z-!o!!Fm`uzr(_^DG_)1|bcs-tKP-?e~=T z4Ys_In#%T`GjKs#d|1aDA{Q3AUCs;UnF?B#I9{Z7tCYy!8Lj|V_cCc>Y)qn=7SpJy z<}>1|mC3u`hi4>C=8C^VXSmOa3ue!DE@&~H`HIAO(HLh4Av5b-E1u5v&i~fiG5~i! zS3w|jGb5yx3<oKQ^~HI1FGLW2HlfQ;jT0V z53)fpbh=IeB{=q`9%{glSU6?oqBwij1U0a97=?<9D>+=0ao6gHbC-S8i}i3e8fu7w zLX9)fb|(taEDG@vavhjWAKNOt$da$L-`*25w)Tkmlm@~f?yZmPVlD0PhVD(Cx}Q1w zKjlmfCE-&`0p61)KO)GXfSeO9N|1FFiitsOoHVpk58Qg(%0gK1RKA5iWfcq0xMv|+ z+Pzwbw-4FI*LE%UrY_Vy{DeoQuef##gid3`izM@t<^y=D+UYgc1kUBC7 zyh8KJ+hVd^&i9l+P|WD^HHaZKZgX-ktv-$eoQu9jwATkIOsnGLQvs-HukK#XoHmsl zYbG5npFTN@e7?P|QKoJElWGg3ID0A$H|#eTwzvCM??NyaVFRGJq5qDb^K;uK?J5~s zQlebibe6cMzOCSJC6hTzu?jMoO&?p@RTMmU^b7qN(NIgNdX4nC9;-pGECHt_F6Efu zU?u@|($R4rX_xc?K`z&v>#ztn$K@5s7%pZm5$Rcegs+j_{RP;XLg#PKYGBW#LSBFH zaR*5yTj0@j=OWZU)VO~l`{rS%+e&HtZa5_?969oHhUvWNOu)@RPqCqQ7mmkaZ{&*O z-us37-d80KB>i$u8D^Hpf@LJ>l$v%WHOPY$)6;d>jTdJmq>>?j)<%I^@4Lz&{ofFL@DQ;~`o6Ca85F!7#O;`K+o` zU$e~*l?y_(u&~n4v#$t}YS6ek)~HH$;Bidf);pVZ7b7rKW_Eop(h8#BwTEux3EUWy6$zO$mp?`ILM5WUw+ptQw7vK#<1SAM zpRw2oE)nqOXd;C-TN3=CUMvh3cGE?KFJ& zTrnUqHuP(g`$WXc8hqAv&s=XGVpbJ&>|K7_FGWs$+-u90H_a?IRuznn7iim_d;wC( z?Vn*}S2`bib0*c~>QPCw72De0^=ltj^Lbly)oy3Cf(&eT?21%%gAxYD*aaPyOJ70l znnNGO3h0`uW4;!#Qh=UI0dWt%vP&GB&iLy0+o}CIR31gC^=c@TiV${XFK5?%Dwkxy zU`BZzV5!7DYH}WsG+JU-STX#I*Y35kr~P#Er;sCjkn&!fD~8G!Uro zqs5k!946z3{Cnu$o1m~z0*9mm*cxZcB<+*SCJ^d$8Xstd54Vc}UGNo=hZxM*4ol6b znwELV5>!rFwqFFob3-Jqw_9%MJ#u!rT(5@HZa=Y`a|C@KY z+A+M&7pJytiKr0=5F=G|UV_eej6d&ez*8zR=ej0YGBI&P2OQ}&GWwtP+clf2yX$yw zsm7C6zLv(YUi0>0+=UzpaS?cXVdw;65q*a}M0m&w(Z7nYXb_zmtoC(A^Cqi65{)7C zl_=wH9}OpS-ND5ps$>wDzZM$2*{K)^>y?k^bUcz8;PAlsDz2Hq&gj@Wg$`F@Ns~cY zdvh4>F(RCBpdhXIa~m;Qq;3t}MihefG4*jquB!`bPV<20H$j&?`tidj883SsSO&b2 zyjwq9z>hwJf4tEgJfMn+XTt{RZvsKtYK|)65tlxL_`V$-zWl@j(iai9?XAfNm_LEF zS8Y_a$QOoQLamEj!z6*;Z5Gn*__qkU?@m-K^P1RneC^=)Aul+E`2-0Co4&m0(YSmn z;O=@*{_3)$8+7uoJTBgHz4xWt!s&YFI`STY2sl}VLo*T3&3eL@fa}$tK4;c~o)YNM z@D1&Hzaj5ac~wzf$Tos{{I@onUdI!{f{Bnuuy3AH)3bf>+yhIs8-||<*JpEW_si8S z3y&*8(TwKvrhQ``w1Rs_|3`Z>-hEaWXr1X)NN`Us$oU{>6w=a_8HfxLgVzD15ZJ>KEwZ_Mh2&${vRBQn(rEz%9zM6m4#b3&7;a*dQ4K5Km9U&w>;Kt8Y$l zIoF+>*R~cI#UCLeI_#wTJCw|S2uNROo_d@ipds>E_&F=#8RrvHXcNh==&PipzS2YD z(Hz~1JK_!zdF<5BHzSn;Mlw9_c*fXWGx)EQlazXtcSpb)J`!2q0Ts2A61&oIIa1>= zs9QlF$G|3@nzl638osFwscz$_e-cLYx+qblsuzUE)fyzVXY1ny%NRY~;kMU_=xf@p zDfD^D;EnOPXmd=fYG+W5-9m}DaXprUZ<~E(cfbfT(_)opGFcF6GF+(ec>Klaa_{m8 zY!jvS++5x#;AP3 zmwqGt6y5h)Z^tK=Cq$2HrTyXdeX#=oMQ4(tNMgjU>;jZT7Uq&g49vw#A$mArom2$9 zgD0U>gCi(+T-V;QUu#9Ur>(FL8zPt(tB(T%v1uL)`^4wzn8Rn_wj+4+a4|~k|N_!vQnH5!)%x>T5uG z)$;RPuAoFh_;5he>w3gu-yHx~dD|B79V9M)o-6x+qHBTXYlmwNOyE2P$(V(-Q6Kh* zlQ>bnVodZ%FG)8~_sF{?;mq`Xgy`18^cBep=O4i2zgc*u`(gkX66;0C$FieUCJ$Ab z;64t>&Y`JG#?Z!nKF-NQ?n>mZ+6bQZEdeCXZ!Lbf-5#fnkDo6^tgZ{(Ih93Tg4i5# zQ$5aPfzMq+w2>S1+LuAxch|?KT}L2>Hxt;V-v(>ZX)qjvF)G{~&OWpp+Y?HE5(fSsTrAbOP73h6MaTqro(szf;(mhhCA7l_&I7O4@9eyUp6 zDTYlh)!01ha~>}>OM1@>7$N?>F2?v_4IRt!J< zjqjfIIK|pd%#t~au0p>fZc`{7t0r3VHc^FDx3vQiUQzv=C}-DYysroH168F@-4Fq> z(8T-PSUsrIFb;dGl%=q+kLY{Tx0g1jmQ5IhM=d9(Je4G1xLpR zVG*VcgTS2*^1}rkp*ui!SK9||XWnR(L?bYA93v4KVGBKf^(ze9EuwYSbq8#KY0hFc z?9)!f1A5O^_kQK|3PfR>oF?qo$CAPrGCeK=JY+|1S!mErji@}BHK#Dq)BI<_ljw0G zhn?EdzP=LhKAIE>QF!ABMf*b7vWlgP+sHTs>qO8o?*3c~Q`@p27mSwqGEc)7ca2$s z@y;7hBl^+UH!@cO!70}?ASKy-Og;dB3yo>|%TkRo^b&npTOoZK}KRl#pKo~X?{`W0PJ9KdZ)f~fA^QomB2)JkC|qiJV*o) zc5?zP*eXlTLvLqKnCFdTS==v*s3FE)n z^yJ0To#KHb{~3b~+ix?BXK#?u?!uc0(F;Q`z0}=m zR;9TE$KCNuEx?w{8D<{vu!&l>+qKI9JF(-6w40X)L8U%f5H&v_Zoj?;a3NZwbuoUe zSSZ?*d}AGoH}q`Q8}e>Yp7GLD zYc$=e%-o~tf#I}}0$XNP11EHf*mNW^3(l{vFh~WhbD?6ioX=-Fu%@YrL((V$sw?p` zI?Is}`Ocq>jGW3Sr%$x;+LCyAtq=8hpGq>;XxB$>F<8!B&K2iZAEyUp8Iq7PB-^vr zpA{nFMHc-VC;yMxDu;ZjUTRvZa@A^sNigqJ_ONjZUv?R@0L^>530(of}o(05F zsDUJ(h~=n{bUr-OJ>mSP zFrRymSdJoAx($jkB~*F^8(u7`*y}`H0dmv0%8hWvkRku^Q)1E*zsr7yX6*08`WaH) z2RuY$3yHiM3|OKQAtXHZMa^rEle)gsTv7?Wb*2X7IiztXOe-Nc#y12xLdYrw5uTKO z=t&pcPoLogZkR|qGdkEzR_~geiEk?v_Kr`uO;yRcS(-_Ud7j**TGhku@SBPa+)u3L zUfvG>SXLb1I9+v}cj+00_Np9rQZoAb(+6IKHVIelj;Nr>HNM_OOsuN!Kpp48k5Y-N z?4kDP`?fl%Zo5+oown~Gnj0(NE7XDxz=nJ@@QJWc6cG5;?V9lR^T;0 zQB7A3stohh(&v*;kmYYA4 zquXb-%xIU5APyvph~8)Mrg9#h!IF$uZ=YHk64@T}bu&qzKJ2Medm{-! z1O{teTQ+@&u0uwCU9BWva)Mu%)i8?=B z>EFg_flbz2)4H=f`hOPC|ME9leT1X^_pz_e+mrC&x`}MwW2BPKA%>Bopb^w9kZFmO znSZMgYE>P*TFma=agiD4wVU^ zKr7ws$VqPG0aZ+_u!?FAH`$nP6+n2zrS3LIRI47P1G-kzRX z%=t@gd98MKZ?*0{UIf-^utHtKx%`S6>pc;ZyD(Vkrg|k5e}-GbAI^96YfHTds>(ix z#js}8E{}9vNAqcLe!YI>-l!>or>9|gK7p%pjYUp{%Y|UELbd6+nD!%gN9~)K!M;RJ zn;;dqRdLVo8q=|&z$Xu+USJS~U?=AZUUsn_jaQjA;VBU%*U2{9Ues=43A9ss1@F4T zd3)FHp#>bbLR99L5K&_XWrfFO8rJBD`WWSrig-F}EC{$wa>*Exq^wfmB>a+cEr7&W7Rpd@dj<<#!e z5~83or;9uFp%2N4XgOT&M%>Y3{3x7LKOoo+uo*0V=1_`~*-#We(Mvx<1f04EmE;zA ztMfim-}petG;Ny@cAG*_9!?)n#}^zA2xy~-Nhh*N4D@7OtT=WR!@sp;M#G*f70(g! zhB|f+7k-C5jq$L;{*&V;=>7trmZRwvy7iNXk1`EYo&1Z+smBMq`TRIvZASQAAx&qn z&;?zLj|>73MMQ`mgLn|wCzX_eeL9%p4qwwYGK^8$GUAvZhS4F*)<_|?#fQ(lgJ-9d zj<2+r2=3bQ7S3*cGjHRwHjAYvY?Wtn92=7a|7^RE-);xv2GZwucV=K!N=w~*wr_&r zOJuWY28BZXrdnJo)cCJtRz$1v&9ipx0%j1byuSqL(8XO7zn&T7tlZ_4V>g`>CZ0+g zdR7KZfvXIZP7@C|el0DC2E~3nm~7O)iO^J;wsiaywfbDVloBn#>v4xQRf*~kO7z-a zk=pA%BRu)|x)ZYPe3wFx@z>2+&AU1y2l$XQmX5@a;SXBZ zv0L}ok}QtRL+96o4x99?$G@q@e zBBcFzwT^4UalhQe`qQJDtv5)-q@mUrS3f5N%%b2b)FIG(|M|@L>w&$-rBwzNi4e=L z@H}m!28-LwgAi+aTmE-cw?GtMyQBnG7tW{g{f8RI>Km3C6E9vA*IFgQSbdR9BTzhK zkp)&M*&yz2$M~a&qIKj9q)UmX@0TQ;rTi|)c!OWR9uFc~^ILv;-iFeLnYD$!6kHg* zSb5O0_x6q1!#mP4_WFy+>0bV zix^yBAJ@Q!pe}K@rQPfp@_wm~TF}YDM?;$^3&4xzT10K{CEp4{I}$R8I+xW7?J9}vJt7z;W_U3cJ`YOAb2NfekNvs(Xr@vX^w+gUK2+&M>3d&c zVP+P+m6I^UXBIRXh8nwTg&*8jPn!ojsdKHLZf{q`QasXV!L?hESSH1H3|{(z)}A?M z#R;Jmc8sWOIdI7NCngrwMFQuWO>N5O@FY^1A%lBD*&!K)n0`OG;0k$i4;Xb?J}e7 zqE21!1brSj-M1Q{c(+i3%YN}%{s8UC5UEkxx#La+^L=%qrWf^$ONr};vke8MX>4MK z#>34wTWJPO%JP%bw{q3~-|hB!3++oh1QyB_TIAGF$cgODG@jN5Fm$Il1e=U4<%>1e zt5vNSb7ss~HZ~7PtPaG5yDp;d!f1PXnnNd7BNcjMDVzcyz3ORT!T%T$!u{GlpE?aNd5Bqw^H|_CBszBn6w>vsIOhX zHco`O*6;_}a;E_2#VJb-sm%masAsDxqgsQ#*#QiMuPazIohk!<7?x*;VV@ z!eVV#6XjArE@D?bK%@}0EO94j1TKFrB&dIF?KI$T8>Z$#qdkP51^s^H!-uTV3M1?p z9G8+GZ$BywxUSpz1_m4Z09C@PyAUSwBx}o*eORnE@A;60>l7x^lS+^xA-4kB0m9E~ zxDdblxRaN(AO%zy*YNKA&XL3&6MP$7@^x*$j@Wzrxp>%!^aqrtTiEt>RZx#M*6Mm< z%ge_MB%gmvQh4AMu^+((?yd*C>|eM-JlU;YE68sns*-k&d-J=&5SY>cMBbX(BM&`& z0;f6RaJoCKQmkIXNKaTf9<>_p)M{68QUYQykVzdUuv)%xNT*M6^lRLj-M@96V?nk9 z?G+&VZK0>7KTYO;u;8?!;tc*ZU*3XFGx|5jMk{-|7OqdCaLpzP4^ha*>V}GR$&l|hStXi#LrHj6>HHPcP7eJ_sJIo z3Hv|?33YDqAOwPVscXH+M}+91Ri-0!aB*)|TNbqnKw@gsqRBcNLw1vq`~`<8jcWhY94?oNLVkdyAo# z{e`iy%&Nt5uWsGM%;5l=|5J`-HTC$!QB|oM0|!@EAtharKJ|6)FmMJ33!n_ouV&ZF zqt@49`(-W{ufLG#N&I70COfFR5Cj~sh7a5yw5{1Hc6Dbu24-ruUB_##xzMTY@7KTy zxvBFdgv2aIid``bS!VJid&02&tne*?bP#5vaG^AI4B!L;-l*92R&u=rUZ+CY4{5-5v0_t$^)XcqI8Dvn38Hv7+;xL^$8wIQM-9UFV9- zQfGm?%K=jcan*;D9S#6pDmn+^EtP{a5TS#*bKf=935bBO(O@pBeY%a|ue*w$c+jcR zPxkrOGO`E-5Q(Z^%l-%=wC%8Cq@Z=KG-?gQ-HbAJssANN^Q0|DPSa`Y1#IuT*xxwU4S%3ME8X_n?WzZDF9j%NJg1FE_+({^neMT zxVMOrksPa7$vK_@!; z@b-!pfu)>U*u$&P*G7}(^OSjq1Ry14O(DTyFR+G@T}X_xEwr^A_-2K%GuX(YORbMp?pso#b*t#4VIw0W8z!HiW@XXaL za8dLE3aO82dMlw>tqs5Hjt6Ww4ab*Eh}oikllo@Vnz4_8e=|mM;=Vl1dnN3B(K%GP zN&G%=XW)mhyLYNxT}`Dl_h~=zjBy@Kp)w35B4!3$u7= zUtA*K7~GyMx*ZEWk6E^je_{XV@V2jEWU)7VIJIUBiYBu42!V%qUd4`RNW8^-tTDlx zL-_mX2$DDFJ&~f_(V>T-W`k7sDDCbt?VkCPDQ*W2?xu@;7ksB93Zo~R!?>Cr5~-H@ zj7S7ulfnZJ3C1af_3+U&?!jNaHDMRTiwB2=W3IogQIilDbB~b@AgF#AXP1DcQ{oXX zBAEXrd|$#?R>I`|ETXYySE9d;4eTuwJYZxb#A9~NAS7XkXvN{wSlr{HgVc6DSh1h? z_`O}%Q^O5}p*gEiZWs{PIj;djs$n-e{tvKwgbP80l(3nafXQsi3}bT0Qu}%d|8#2Y zTMwhcwcd+8^fR9QMum)*gWVzx_%MacdrraGjtHrBK*F2L$rW@nPHBks)<^-e0ELlz z)9IM{CJXZ)hYX>1T!Vs@Q}`h0%#nBvp-$)}fQ8B_Os0Ww725xLorrH>2k^{OX%xCH zNYLscFMC-B^1<)aQ1FEZG29+&DoEQXUr?cz;e;h^2$bdd@sm6gs2h_x@N1&a1QK+5 z;D=nJagfAF_8w8nRredP>;($2(iKC9S2(EvKS%Ijkvj-f+x*r=vUpEi0aR$aN8=8h+fo3VasiPGmUS@@aRH`Zs zGP`QG$=r<=>RApegN;h!-%O4d`ok+yqg)RbhyB9qHLpgyXz&a8ObJVD{2u^5)Y#tZ z^s~~?E`#x)P?Ldrn1hCq<#~YmNcH59o!#(u&uC;lEEdU2=o)QrE{}unMj8Ifm~+NI zI@sKY?5YD@pa>o476}b4H-G0i_hy$r(L)ZcB6yxoe&8~HMS_lHJP?P5?puBa(EcKC z12Kw_I@|omyY(8fAj7;lv0l=M&Bak5-G7wa$G`m+kn?>Gx@0MW`E^8vLK97&=9%PkS(~ea?=# zybVS?V0j+$wR7=Dp6;Jlf5jlHO$N4mbASVs)U8o3xx00OtLBfJ$?Wwg0j*R;iysIA zpJ*CihimlU&TLK@@8uEg$T>xw%3Z?-s@`Xi<9OSVxpIAcr$Kr_EY^qY?p1_B! z^8M%xZm~hN!r;*)B}1l{NSAlg%XGTf_Kf|78^pC@4HO1+l&kB@<5BS7X01Enh);y~ zu&#Rr)JP4md+;*NNH<0hCah@nQ~ydBkF=ai&%m;=cSU&6J|Vq|&_X~8oPZN(5lU9$ zXtA*p{(NV7B%H2lQ1K0k^b#L3`YH^MaN^?VS(5pn^QVeHv#+}?H@goqwV);Yr(VCz5YeD^3Gfrd zRaK7y3{Ldtm74-&`rjFLccE97X~*gb1Fb>0T=CSoY?4Y-hROLG6urajFurYScB5-0 zui?V;nM`|&&$afPj&c-uN!L=fw}w!gwB>JH^R*vK)VOx9RL$#1)K2;7Y(@_TUourS zyi!rq_eHRgI}RCZTVqfw1pLlls|=3g->xi2bJyb+oUW$PADs!SeZKfSyRWD;d>H@I z9__Pc!I>MIKu_OFM!f@#-O4@Z&)6{gTq`am`w@x*;{XJ$xk~J+U~BH-3%1ckhKA=I zzQl#~l}df;%7s&>s8eq`+*c-v9%@Y6|CXRBVAQPND1Rh;Y&`fQ^7$zNaz+9;yXqt1 ze^)F6CC5OUu zq06+zN5PUUgL}rS`-Jls{-EVw;k`2hx`}FE=qza?M90K`!X=HtAni>PdY)zbF)CWd z$$``64Ge>+L4wAkta^`a9EsSBBF5@bnJ~7z#cH|QlQC@AA-;=QNgD3UOSJmu?*_D| zCeVqvWal%zrzMSuUQ(jVyZgOSS;G4>r1T>hnF=mG{3(_+cH-+=gG{y$RA&Cv#*016 z8rlg--*vYQ0Us4vAmcFte=j6uA&#Ft)}{msWh5Z1t3(l_nlc-#ZFQQicX+2}gb^~e zQmT3kCA0AAlvUT4zUw=pZ!YdJ!Y@*|e8fqYf@ii}<*;zsdgd(j+F9l8u>Sy{vo1d! z%hvg2y4!u$?i!%y`(*hyZ=+o}H_^HLOflv}YF$5{F#`ehdqL)sh;}P#-j$=};NU*j zkKllX+*0|+9V#X`=Ei>?+?FQ=v}l((e0L`jOvOjXbOE3sp3E`9W9S7H{$2h(FaC6Y zUfXVGf<^M!nMgt7!_xKf0D9vp==tSU{$kRh)t6MeBxE;Hj9`Vh=5o&cg3&(Ue<-Q8 z{oJ+pVIsdHTJQ57Yv=sR#n!gDJ5tKC{MZtCV%iXG; z^`<;4PQjj#{Q2#?W75Qej)k)EpGq;opJWf(#$4NrYoDFRs+$j~P2B5z1ZxifHa3#j z8<9}SHWmBCQuGtTGt$7l`fbKcQmuw=wwJ4M-CarBqU-%BKI0%qjckZF z7LX@joJjS=F^#KL{k)ne*QteT>)>vJ2R+{<=;)RSlBomg@#mt($oT@!N{Z1hCS=K8ODKj>jp-EyO5Db01_pJ% zk)ljB%4EZQg8@m;S1f>|(3FKjzEIFUJ{&Mytm|#q-)UkU*qK$I+fP1jZg8;w#hRAj zWN&{q`4ki5;s564)sOUY-YMvvEW#VXzx2{ELHc27X;LWW9q0)GvAO^2m*6?VC$0%T zg&bNq3bMcQQjiq%_fb%1$9n&lEKNm{$-To)!<$cB~L*kb^h7~ zPz>@te2Qj2phy?=7se0#m(~%ih{c5ws+#mQ^X}FAgDd6_`a_RZ7p>{)c&NbIET14=;c}oAK!`;D+v` z7RclL#o;WV0yC4CZ2tdXDJW|nc}M*}ElYp)`GN>0a59eV*id5o zi41;$vkAT6e6UnQ(kKQfymqUnOYp9sg(XmP0DBo>j%nERnSe&LrtPjjp?N-I)5&kq z+anAwRqC>z)JcjnACx~VwyC!Rda(Tc$*Mww^5-19SBm{qLI3Je4^ydm^W_?ewIUt` zvnGOk7q(WQp+3>?oMbxQnn{DCExB-KMLUpXrL3aml!L!N(>V>4?S+84KQt=EIjg7% zT)Ayj_;G1d1m6j~laV4e)EeOzJwCS(7agmLpatw2-8fq0fEv*bA$j zGAUFd{9Gn9`*uL!?s}?pWgcKUJ0@A796{9OGuAx}2X}zrs5xuZO^kBgPHI|QrF?Uo z>au6dPUQMKDpgU=KeyrT_A1VIaRKCpD-{D%-BBj@!{9CTd6;tO;_CsY{)HTZQzBNJ zDS-7ADk-bxl$^^Ku2Em9-V!grMqSMaXH>5)GC9kLQC2gCq9W$Sth0?6r@dlk?#!^z zgORD=QTq%w0Fy@RDj>l^&%C=mZz(lz*sb14B zRsR6ZYDYP^Rp( zo7Lte&XJ7!QB+|c$8-?~FV!{3tp9Lt68JpJdASp7FDoVIBulnB*&eTJ__70m0DUqZ zlIk|gN*b%fF(41?;H@68+T6xT)vU%bJ=Wwyw56MVnLFxmBgL8(ef1%3d4TaluYyOs zc+<2fargh>?9IcWe&7D#Ppd?x$l5S%k}P8>41=VSJ(S(p%8)ID8EYjZTV)TU5|Vx2 z$-bNH%g8?VF_y88<+kyF4pU`;Jzrf_TXACHn{vXq-l6fNqy0HO5SQR!@@!c+ zOm1)9iPhJkH*v99XSYRZ;9w%VV&#_xf*5I?H1s^iWYM4hnG{FkH9YhG_u#%0N@@I<{9ZR5Itl9O~h7aY=qJS^gIXS>)k4ZqvzgE@K#bn_r1VpFSOFU;o$x zn|%riORml)FZqeUp6aLJoNqW{4_vMaVEdQBQQStmtXq`UcM}w_fMb?7!K5q9a~7@|M`yo z{a25qe<)!E4cQIL=N|3ZXnGn})jw_??r?RE@DN@pIO-N2dOIj5oqx6n{eDhvyKK|p z12C)(FfnviVpI8T{<__BG_`)B2Uk0kcUG}!=-%Bv0rJ#ysiEsX$A?emS~Z$qw`NjB zkAjV>%f{j|W-ifP7kDJQ+j``khMhhf#{1|V6Mx{jq!{oGEO z>vu@eBL$D?dfOr{W&gFysoq;$1e&$DQwjZr>k0H2@ypk@FBE@77wL2*?e(SUYGT`T zUidvbE$P+h({MrQddz(iZ;fvsdbwKB!KOY3pWlukuQXOfQq! zafi&IjIg zar%yyT`~}ZcHEaI;~Oj4XHW3DEMwl}&E)uOW_Wz#l-p}Q@4yd#*4P#<^1Jp%qq#L^ z)Tz1XbkwAo0GG)lUNfV;fQN5WDLR*4ygY+yPa-{MMp6Zn(n33p60$e*YsSrp+%m?(@r z?!6sYy-B*@bKoXxnHk2_j>>M2 z_AdSMjdv)wNxY-_B|v3phF`YFL1Oq>#20$cU*dTbu(nQhxCHXK`v1(xB7+p=yrQ;f zOs~3@s8(#TY)VL9s{uN(=;k;xqP`(uZKm-KVa7?v*0KuVX9HppsYTp7-E*;zk_9P} z)q-X+kdR};VUR|A`x@D6PUf4`9nYnl$+O7JpRF?qh>+JnWNk<_fZ4QrZ7PiD=Z=FK zEqX358PhIYVW*%^HP5%0dEl$a{)fGr!7e!D!ppAWmU@gK&bxh~75}X0nxy;4jqJqit(+n>M>Ci zG(ICTzmse4RGG~+b-EL}hzIV&F?GDV276@(wNuy?$k^Kb!Gqd1k>w#JPtIuHwmWdV zh&|XYrn$gD^s!7l!NPwselD4Eat{lZ*qNK6rUl<1HZCDoN{{YPk1ZGx@~Ot+n$%8A zc+{Oofe?%Gc}TR|%7H`)3`_aiI^af`-z_feND{q4nkwwo$f(i|IZZzwir$q7PacW$ z-=+{oefpltw3j&=?mCC#4$;_G-`riA(b4W3@5jt4=!`cGQCImE@^3+=l_)F`Rw4M0 zmn4@B26cRKTLuh0JCd35ue#-2HsgZO3F_?D?d#f=&R zPo9mjX0^eYd0U8PMt$|--`?;LeCDC;SezTrYYwGWOnneI z9pKl2NG*3l%6}|Tg2yqDUL1-?DYWhgK83i6%Bc#4`wI}`T#gEmh-k|86P&rvn2Y1C z8hU14Q`0xs8B3|;tLfRYSl{x7&Xo!awqGA9+OB49lU=T4sOm$@pKbqaL}nY@7@f}w z9L3>lg}I?bx{)}F#>N#ap*0;m4E z+y@`eI(okQ$t^EMK0LtHpIKc`qU%kyv^{osFOd1S=o^u+e!BX~kuFg;Lv*4mn@Orm zuF$f|gw$6OV|3VDHA;G@sE?a8GwbLeLs$XVj zXq)iCCXG%h#?!I)E!vlc^q%n|IUig8yvGxnGt9I)_l5%2EKPR>a}xYc@z`xp*X-PNIE{TNxA-$zaA(4Lw|lGm5@>7JC%D$N$bdVprF{w3 z81ar8-5Z~zV0O2q{pu^Nd5-gW58!@kjQ11+KQS7Wy<_r|dj&sKf_cBfq|3q618D=x zCsC=*0XuQ?)D+{o!sXFdEH%4lZ6Z}|;6En2;XJr`o{&Y69XlgY_l&IKU!iY4W!O9> z00IQOd4)V0U-wkyQ=W}kh&f+*&>@dF^twG1+VL{?x_r+%g>GuHMP~bOf>SdjSstnX zcI(KyD8`MxCmVw?Y@2^KSheEH&}3MswKoLv=5e=Y)w)>P`y?K3E3wb+E2XbX$F`=r2XAC>E3Fm29J9Cw+cH;`gW3B;WE~6CNlN=v^ds@YxUt3ocElh%f!DZlkBbdd?ev_i$EKNs z?`oS8QnTX5n4oNUBPMmU`6fEMdTaf9PHaLw<+4*{S8uoqCA+m%T>U3RXYN~&qH)tD zJJ&|t27BTCn-cqXyXzvt$|7S>Y;I6IuEso z5--w)?0dtnq-JitaKBQ?akmAo=gZvO3wzH#9rt}sb~mb!{TYd{DVkj%*0^|uD5u+# zUA4^`fgtMtirHIHifq*(H*CmBdMsU$#JMM=I0+OP^^>#ew|h~zA4C$lp)<>UYNB!t zlN2;<=_vQQapG*VXo6&hte@|gPvj+huN(<=F)Tx8juW|iN-z})*p`Y^tzLrLiZhr(+(r|9TJ zctF6kwGUfjR6$3$lnH_{%o%D*&C7@S@((N`Y$WR~_KW|z5ze6m3z(s&FV2Koer?{g zdBx#2`Ln%`S6!#Q_60{}M+qgJuKN0Ksnf|l5`(Oor$x4U!X%Wd8ZM^mb;a%{V^F}v z#4p86^pQ1}U)8EVJToFi&f+1~_}#S#52+jD`rXSb736F^=LYy~=)^X-?DTW`9wwb> z*Q7S!55GLD)+bKS_YS1m49@u1pPvU*PkV13YT%Wt`5*b3STjGO!xXeWTxyKCy%$|@ zUB1oFyomFhcFfDUCiP2=wRc`IMrS7e5!O#Ri=z#0i)LzHEbflXIxm^i^xz!ldb(PI zk*)C(gjto+hMphffIYvQZl$uwE$v^X&Y1i~2vfZ@_4_Y_(-cUUPeAw2GPzA=z~#Sd zZFhJ4j<3vj1{D)!pOk~zXPQ;==W+RSVSME)kQ?rVJp5MA4aHwIfoUn7Cr?=38o6=M z*yKLnM=BW~dwWhcb)H`JA3uloa5vlC$?dwpl|i)!?Ggqm46T?9LHHs&J z`m=KI8J&z`NmLxK7qyyrjwHR703(}dT;---k6gTS$RdQ7RPZDzE)y~R_VZSc{~@%o zw`~UDfjd#TT?5R1g~xoJVQ1wu-TS**E`rb%;0okKuok&R*reqW2J&i#e7`MMfN4b$EO~1$7=nhA2IvA%`nRqrE=vF68Utg@cpXC2swZ8&| z8$0A_8yZ9exNd1gx_3+#@WBR)5RUTeO|}u&8s!Cb+B~U|w<{Q@ZP2_2cyZKO`%Aeg zH=Q;{jyiPzk;r@c*Rn$cFwx#@12-3>6hyOd%IuNiobpNi*2YnwVQ(8LJ>_@Zh|{*_ zU@HSoOC-q&trxV@Q;PN?!e{k)v&uG?fyhK>4c#?UFmA$QAFqrW%~cl+keDr9sG2wh z|LOR_Ztf)rL?xsI!Qu+dozJ2L6kPfHMj&>+Heu{D=H3(df26F=kFaVwyt5N{L^yZO zIro=Ueq(~3MzCY^6C7V6$R+8o_^s{t^(@VvxF;a!$53rBx5;0Rj3_T8quQ?;!ZR*CKa=aJYaUkr;r19(=zt9{#MWb>HW$dNghNw&Yh8bh#f4pN*UgbSw|2BvB4?{F0 zQ@C=q&dM#=C#^U}n4)?M4O7iQQV!mDxfmyrc$KpC^&xl>ZpOH>@Gk}M zfNo9>NWeCd!Lm8>(9E3lzDt%Esk4lJp7HK8Y_EawpRzeI{x@1z;Dr_*?M=pN*JA}1 zAkn9rpH$r+65i9&@Rj*1a)e-Y*MW~x1@hb@|-a8)l^o^=Pk}Q0Ai?&pxO5r zu`W%gQb>)-@}V|oH5r!vs}xhc5XO}U?~$^2pfM~+*xM*9U`EIq*GYGD4>q({h5KWP zIM2heziypa7$br*o%0S`vPv=W9EzDwQKnqetO_(vEu)pE`K~se zPm9dECn%`*Yix6!vbFuVsk)1F!f3s~Jyx*qHSO>C4ALMxS9^16k$*{dzZYKpJPw2B6Hn05%kHX@VG{9w*y&FeUG^~qj6 z;~VYXq?DKX+uvWm99{j=1Y=ya^Ov~sFtv3p|L-WxOIC)o%wZU~@z2mJM#ju@!$sLx zi_-dYqOUT4vU1g9W*B=5HlR3tjJQJ6ea?VVj*zvh#{w^;aUK|qxG_4OY-kp}DH`~R zwQKL^u4fqFvpV%ze=O|sGF!5DVO+6b+P#;oQ1>wvA^tUYywma)zM4pxZ7z1*(q=d5 zwu^~O5^4iJ9m~hg>ZTVw2jtLM_^Zih_B%yx95>QZpY8GfYuVa?1=4veV}2>->dpb2TJEo-L!=ovGgnL@#ff z$%UQa&Txr!s94T#uTyQDLwKYI`$R^V>X&NE!cy;a&ZUzwGkjz;*i1$xRcG24d{I?P zoJn`u?~l(;bBJ?2v*Quxx{g!odg(RL2UFW$Wq0A-9DGVuBSA!Wm3Cdf;p>pv|Gw)P z^6Fhq>x=}06_>jU2k@BSG#F?7=-h%Z!Qch0&r44zGY(1PcA*qCE=P;z|VH@VFA%CmC0^xiintguDxtydpr~f5Hi{{KF zG-U4AFTY&&zOW9FYsFQtzW>n^W*aTOS%UVO?e|L;3%zE{gcqi0Yxt7m(@MPTH$Q)u zCjj3k$R?WI!$%+0X^SAGaF&FRgLk{mBX-v9FWt6C_nP6$RNkveg71mk`&Jxj&FoapV-wXZ+KJe*Z~Sl!aFcFA^Zww)U#ocOYi zo-ONa$p&pg!b{O8)b>C({LB8=)t^Qws^m7Ewa6;auRFQ&ak%>Z?(hKYWMd z*U*9~P+Vs0yCS(0R~Z@g>CZPy@MPW^oYg8(*s-s~Qpq)A3HY9d+_uj0q$hfeacfNhsSDMSMsOq<PvaShi1=JtK{`D8IFhok`Lj5d|NAAP%j+^>HRXh(dRbsw1%6Hf$Y7(nuB@ZJs#XT099f> z&8D6_p)YgI&gf{GOIVL=nAF0VBpcgXf8;)79{A>%B#d!raRL&k?-hLw-L@mRbtSyy z@MCetR@?}TjfIP3>8kXIEH&(`%+0Qk8{1;G9kkyYdBzYvJrmc{HG(^#LiR-oBMw@m zK(l6)$Wl|7m@<$=jO*JN+0V?3>*XNoW<{X-<{i#8BP-^vKe)Ro$$Ts2bVYA z@8mHsn16W~!RD)rgIR3GxcHW=he>-hp;59@D$!0T{3Jr7>f#dkQ&6Jey7Fav;?WP| zO+Or}^>5f?3wP%VV~TG#EjYRkHJ1vf@HF*jyO0H@pN**z7XJZWlU^_6^N}u#vXKNr zcGc!YXpDH*+4jNavi@UOVxK42*Y%^*NsXA9Rkcsz1LH#QurUvOXtObby#Ml>5S?Wk z4b|U58xdxyk22~Jr7VK<8RE2NZZp)m+2}h!2d{M2ky^;l=eTetBLM zQ_2c;64IGwJc#%OEJp0S#h+*J^QD}{>d^*19MIT;cs|LyF0+HTt#X$TN)DIdUS{n@ z5`MQ;+Z|@N2w}-P5b@QP$>EZOvHcKB{lKPQB#tdQRAoZ~CsT1hRzo&cG_5Gv%12GR z7y)NjCDZK68j}zqi5GQ3VEUXk z4x1b32mfqOp5WNVGJbcOR1z^q@y;cWxL|5X-(kcV_UMfJ_`n6V4XlRD()aPO_yM8J3Wn=Jn~oE`=ACTPGn7 zuG~1fS(EGK9m=3W2-fqhvlvAx6&0A{kELwa7z^Wko{{*y*b3zCEMv1Z`(O&{#S+=v$9t7=14IyHYCLobZB*X8lp^m! z@p^${b9ho#zUUimx{`-?`uo#^!@WYIDrZJa@SJ>*&rJGuZUQf9#0Y{|Lr!OcUq8Wf z$@__XTQ@p+v0Dm*3Hw}-Rbzy6>qvJGt{3Iw$!LfxaJSqd%y!rB<=c*dB0%qYgz@5g zar;OoPzezbr@FlkPPqA*W)~%E=vk5LZ7ro7sJxz zZ;W(0{I`tN&BndAxj*K{{HQ!H=DSh<^UwYe>NEVr+~46DdZL|AnVIpu)1t|>s~)Cv zwwZYk6IoBZpHW?}@|VfY@x z1+yiTCMhqz%wVeK|2!-)@Ze3*WNd+g4g020`{7rWHmv zaNCs+GAz>9%u+EhI+*hd!h7K|Uq>^c2&wmSmqhYS{YmmD2?3R4aSW%v)kxzOEFmPIV z5%p9zoq9;y-gCQjh<5+vK`7swvJ*91Z&+su;Tnmmv&)hWI)#aaj7gvLaUKD)^Z{uRyv4HhMPTaGP4b`#N6@4~$4@SH+PX0Ec`O@-Re zU6C_<&hG!mKjW`mO4GXsE*YgNVhufD-T)JEz;LlnF~XI6rcMd zm{ojfGKdeSkFIqq;b3&WE`<68H!8M!GiersB+S?dIEE#dbAi7MCiA;hhU*kWskoem zP}iBUAe1CPi>US zzjMDp{;WkVmx0uu;6}0$yz$wiHCtP8ekYy!SHm!8G9+D$*}?eW%7Xv{8#w>-Ab(Ns z!AiEhX1PBt-7MxK=H>Q>-?}fG4;d!fe^_9lxbuYBZz{a{^TQN`eA29tR}0+y(B1Yt@>}CauQaG zwoqb6<3_a0sjL{HveY7;##R2bKG@ES^4|lu486H@Rc4S z3L)udrutRK4#y-l9d|9FBEHL8u4(U=_iga+c527UHMCe$sfr%LZY%$r}5Cx^S;0aye?CYwU z=4BJkcmKmdCn1k)`*h{`=rmER^^je7h%I|Lwrv(jB68e78&duk^w7F~)?!fT*FVZ< zkLf}hy0tp>=Rsg-);VdBeG6V*={DeDjCkb0Rl>@1CI<7iJHftyz~;~1w6!U9+Q}|$ z!AajUUJ(%>*jba2Y+$+ZxOwnPJyg=b#hwM>X2}rBD5QaT7rKUR6hLV?66wZYx_-^Z z1nkb@(porE8 z9d|yZQ&R8e3qOwR--=`PjC2M~WqqPw#VvKKb*+UF)qouJpy1{tv%1LY?E_|vkW{A) zJfa8A!IZbj32RZl2piS;v*B_Sy#^f1;U^I12nv08LC-h|?auQmsO|9igHkw9- z#IpWRM9XI3C3uOq2USsnn($6;>3fy_!3?wt>9W2mNB0hkA^VzhC3jUFSU)MZAFQxO zmu=43piNqao6I78!>W0rbh|bq*V6PLZrw2FHtnA5Nf8p>62P=f^&*)uX!gw&?h+5G zR?wJwVxU!54-S2=D`DEv5-Vp##D*a3jir*#;|AGbduS)cnn)MN%E&@AzgpW)M+TiD z6JokR1O=NLqb8NqxYvpY2A6mtu&*u@JIapxcl@XomfWgl;NGetd*@{Qpj)5-xb_vT zpJAN1m@xBSpb-0n{`r0*NcvjkwBWnGQdfni{qnQ|sNz?6QRO+k)o z^LAIdX>+p*0bO96?BgB~hQ~gXr@?d9Pr&@1T)z*l5 z&YnAcjP+Xx)&VS6{o3=^iN!I>i|oBA9L)ZNi$@c5@*I((o6n3r(&Oaw!lG=Pz(<3XX79~OTm<+zU9gc=3 zMzgFcah|ZUmtM~;6<4+abu!$dHrXe6Pw}?)+quHcWGxTe)#1`R-!Lo;+C5zs_re!T z@}zibv`BWJw>uLK^}f5yP8XPG)&(4V|r8u=7t!Jt|#vd_rCR zB_Hx4DdG>>q$I{FvC+r9Q9Rmhe$JceOz-^EA$uyj%=T8Yz9GL)3JDPP{_W<^1{aGU z_R59Mh5NSc^k&di%tH{*Z`lkMtRlf7P84CR_rSVok;j}e01si)p$kc&)!AM$x7?`B zp}zns_bkt#eb_Z9ykWNBr?_X@#{$2HZ5xV1Jkf2~78$_;JxGAfySd~hwD}O|BDO&n zNd7W+^WoTfs7lGwlK0YX_6#~+ZmfQlJ>GWlY7#imBkTqd+fl-$0X88$suA-_I1fns zjO_M+q6U&I6)a{mT3%{Z1zv60$jfPCRckvt{i7hd)fgVz@LhRw9IS*;bd$2^9rH}^ zfu~)E<+3{J!%T=V>&DCWX#4f>o{F(GW|<-bto~3_$Qi=S&CPA+h3`jEEe_;1lEE!W zAx~8DzLhE9@f&|QYsw-L>=<&g)1aP_^^HmVX0p9|a|0ewYRatfj%{?oe=fhvQH^K1 zc0qUOTBx#&ZbjWUulnb{gc%Dndr1+V@3A`)&FvKLt>I>$0m9ljALL7*ZLfF&;s-qY zZ%gC{iq)-O{VTQM$&8eBzA7Lb!{=mut@s?hQ80MO+!(#_{aHzYctHlfy2W7GqXG%_ zVnMx2OecplhC^x9 zQs{mi{PWQ1+y!Ss`*liitJ=YIY0^-Ppv3P2k;y#As*AJs9`EU7ETJd}K8ul2qy#KC zYg5!EhJWBNmoSV7<<1=Pp~(H2Z!whzSE50ZPhhCxd&$zb&?Y^Zqw z9$cS7sU)B)W&2H_5LljqocwNIuh$KqwmJ&fnof)AY5Ve$dV68_c6A8o@jXV)3J17( z8KFxRTbx3mY=etpA#(Jn?o~jdC$&5GcA$v>SliPU3EGH2(MM&`zjAbXR6s`XA!V^v zcu(;K;*4HTHhL1<;R$Ou=LpzbU#=Kaj6-ZwlI184I$eF^lUog5Grx7sz7aghRdld3 z{tq1^JbcbPj~{Ts(=La2M(t*FCuaJPRCR=u{$}sIQUwrf?_XajhTK_6Z|7Shm z-YEMNuKpc{U91uip4MoV>AEKzYQ#Pm7L!&|1CKVVl-rWaBTaicLz+V--%8Vl*ue+X zj&H+HefaT>V{QY2n!m<`IN@5pQe%N@#^;6W>SVY)OGY9)Hwf*|dk)Anns_k7wXynH zX}O(J0B^G2@6~N&csZ|h>zFw6v$Dqt>TfOf@2Cg(y^1XEsyq8=^423YjRXLYYMlh^ z&4>1a@B4)Uw7+#Tsm2ggzeQ+Br+akTqI7BsCr@<&sjnWKRptA)MlsbHjh@Q&knYr*R;;Ld?oMNqn$vCpg*#pDe zth-u&c^TxwqaJ&WKqLG`Jb(d`0k>H-QtvP}5Au zyhb)xZK$Zl1BnQDv=Tl0$i?9s+8up;c6Q^J3PrRIJ!a6y?175W=KIplbwjRBOAR0IZMqRo zU(rDc+|30@rwieHGnmNl1)N=Z@fa#-74xoDfqB}Np`K0Ry4DVyaGAg zE+fM~R^nT}j2x+Kf&s!x&{7GVfe1<%*oghj+fx_VvV__+sNp_U(K% z;uAwjF21d_>j{>BU_TM3*QG_&EW`cEQDzWM*%s|l=Jo}H1^dA}L=M0b6E>J5*lRm3h{*r`)fy6HXC$E-JSV+pGrtFN!d2k@ z&pDdQ+-Z9Wb53V)4ORa4HS`wE#O}E3ynd$MgX*V;_uOE3j@#P!&qPu2vjAGv=Pv)< z3+F+8+g{pxlM_w5c-&Ml9#pCYf73L`=QTGQo6Qx-Jr!KXN=Hv7Dd8|Ch4^Bzru~XG zII*nsN1}iJ+`I`H6Vw=;+dMh#gS!I2lDU50p(|?yDE?wf_Ph4$R2W%&UK}aE&QoIV z6m0JG-tr*qrJ>VH4k43ZW)aKRe;)nOegA^1{65P|OaOP1SM%h(>3IFUKyEjE`;RPb z_ey8UG)``j`TJJoa`O?pX~ONyf_=fT1D?SPiXzY^=*{sbfm$~u4UK{XLjspMKJ$Q> zop0{mU1qNFJ2d$(XYoSEHVTq=33K!!1l7AEwIGy9ZvKQlwy_5~J2$E9LECG?Obx&4 z)a9g4zBqW>FB|`m(QEUrQC|7w%mucgf=wb&hDbBo58MHv2+IaWSK#Y2+r#K2*+&@$ zWFBFTUW2mJ^mKd_meXc=>sSIqtNS<8biAz6g6|zwLY}B=42e2t*5rca5e4mPRar>CMnXX)f*K?5)wlmg1Cgo3uo$VJ6)VFbwkLRJyz)m9iE1cr0OSI7&`D^&3Ei za9cgm12>O^F=1`jDpzPt-0Ij--R+0q?zylK;L43N!p)+U_Nzekf|kRnq{pB@T5G(=%!3>76g!`wvbVD?tQ*1KmZo;EsO2neXnCYB?blH%r^S0# z=W9jC32O!%IpHqkgPb2VG3ydCyr0A=nSch*0W^53(*u}u9@uD#`}Ni=_XxQ=sM1r&)9Cty ztVcupHwOse$ThIzZ@G>v5sOdaUW2#ddx|XET=Gg14S1j~6yZrQ$B!vmuG&|ae`dp9 zn8mn#@2EF!@z9ro$MhUZs-;HS4y5f^%P!mUJJI`9^&GE;c%{hk2xLA9x~Oq-HufJQ zC3DX3tCp;}fApVeH(Ir889fN`o&wS#ub7*ea?KyGH?N@*#BDxJ>8mpeI9F zxq7dwMHL9((iv}XhS|HOyDVng^bJHAo2)J?cI8%@%rxh>?VCSy1tep*$W6wLvv_dQ zKb4H$v07D4aFSl+Hfg#WLbrTzj##&d2*-9g<0oY<(Hf+SU^H?a+SK-z6(l*KHs%!^eODusf0*DGH}t!_ z1!HW$xxQEx?9-Pv)=7i~q>*bQcc0Dr12?bKRq*L}l3?FYxnfeo@D|FR6f?m@o6U{U zBb7bRailCU{*_6n4&Jl9X+=NxHf^(uuFA>B;4Dq2%MD%(@`Uj^{mW}YX*bDDMTZpJ zb}%tk@9*lJOx422ulxuxseDQP5Y=x4eA&6t zlwBjh&*bqFuB#%7CmjHa&iUDG?*S{`Vd)XFf`}ler&l%D>H}rY%q2b%GSG|=363=f zY`?7ph@cm>d6VSR!Tv_MuweJ<&z>L5`ashtfO4=0KW7t`5tpA*j?j&g2dQhMx%**@ zkiQmqB4=@+121RdmlfY&PU67$)WsQb)sr`dkF5NA1xK5${CS;K$X(j@Lgx%p=%zO- zBTG9zjIGTd-bQOT>GE$@ju6o ziMLG7J8`Uz0*PTi;3BUCWlLSn{XrkORfF~41}1sGPzWCoW0-yJG>P~6UO-mS4g1?t zIiu)wV=$M+Q>!;xTi_x2`#eF-?+&b{4>O{MBrqEx7#C=Ll3UR1uz zvK;8@e?M*-ibOVkeFMTCmtD?U%}!V4I?^e-~CbJu7_M=)IIPB)g+HC6f9)Jl=+TdeXIct z0f>xIZ~uQP;5!)K5YZ2{>2Lk-AL-xEX{Pa9@4vkO{x9DKK8zapFpX!T{x^GuSBhqT zT?ez6R|b`jyo(ym$7>I55`P?Q6NN@P9ETh`#ZLHQFlg>5B^- zkYhIvK~m(rYpd|%fZ8Zyi>k9T}P zEh={18PHFr4L2DyFy5mtndhksI;2tGR@;GVZycl&9=-spgG`zQrXIi(;C%iTcDowR z#v;Y{_{}ezITO;8M4JdUXZYmHrV!Ubl-l)_UfdZw@V2>X0144kSCD?a6`7HL;mrbH zZm)(+|2-5)5u=gikq5_B>++b*yujHWFWff$e@K>Ng@F9G;Hl|n-T&c7QGOl3F~T;t zvUoMkKrU6zfRSU>11Qb4GyLz%KkLuG8)bVQuN*=Fc5LEmzn*E;vvYKFd5I)o!rcEs zAX`5xzwH(S*ADwbrl?WPyt*H`e54MuF4$ zFUjh)&?0ke?2#pmIuyjk zY70a}Oe<@8XcqwpUx;}EB#6K&CMPPF{yuojH<8!3M+H1^l>dn3eei(CKnV-H}xUxD8J1X4^2iaL~?t&*`TU2*; z(dxuyX>iNxJD>CcIb9GGaBJrs`|Ou-91KgLe6z(bp5_Lgv7>E_MAw!15}$a3l`f7; zB4XJ$GZUSWZuVO$Tx0qzo$V$q`|DSz#E3OdhW>Mv>#H?K)EZWSoP2c|flwS+JOzoe z+CfkH07Jt5))6NtR?YJZK=)j#4EGD$`FFt?b3TynL(5=f4LVPR})1QgM88YeD_AqL_cT2gFT# zFKF^STJYQ=z>%^y_NV0!r$4037-UU9hkF`qW};;?%0Vlg0R+YytnK&$S+3`^yq)6* zf5(MB_C}1qJqeZnk0Rn14rCz=BD6GI2zCYPCgEH0)1Q=h3>vEw(y9%JuUpL){oqPD z;0RyLt!K&rmI9{llwUb(pfW`iWy;o?E@g;!NhQ;=UIkE}*Zmi1w$LA*qP~PJsafch zWH$WP1;LxZfuV4Z_O8&7F{oX?ofBA?Aj4X~-_&Tp=whxtkF$mcq4IIH93CvS;_dR4 zH$TTz{_vO;Pcq0V>`~b)h5&a`NXE4=DGO^YK>nwnoo5fWYzDHgr>+My0d!F&O^oF_ zhMgNGc7>H0|1qFh6}V3Nv+IIKrubJwatt$F4*8lx*ejzCVHyRk50$ z*!oD+o$2rrvqWgOI%PA}c4_(@0hmeJ{(V5WZ0sOAvqcaFoE@3?exJU~8m$^tim*-E zx?S5R7Q7CbOB1P9sgAcsu8AbC3hKfAov6s|wm2hl>Ks481-Fr)aDmpjz5xFXbl<9S z{PqpXJiDeZ?93-@k3WvDohAY8;!3%N zfpQSmnc+(<@y$r8MS*ioT6+Pm!lc<&r|SrAWZzA2oeST(E)c(_7C0UEI_jnq@3cuc zPNb@DaHl}{*(zi@Gfi$Yoz=)Wt-Pd?DCGCGWZZ|^g8rp2!K3--xh7z7ERh_1H#1E8 zH&hF^=VZy)qKmYpx8d9+9CdVV08SddwM`>YA5=O6uAA^@o)fQdgD;VmUo67{cX59b z0T4Nf-%BXXv#%vQ6X?XBd?WH@=eXFhEA>f8pooQ5@di6W<&M&Te-m8`%1 zpqaKlV6|`4tw}&9*YV7AX;{vWGZ$?Nd8InSZ#l zmgi=}`hM~(p4=x&+6Cm9jNZ#U_(M^&{Vce3v#guv?~h2i*wD<$T|r^%bvPCwX09QL zK+KgwAz)wf;5waklKRBU7l2!>_a>;Pax0YsCYSUzj!V6BWw5&Hh4~GRFUc%+K7)&+ z$$ZG&JI~t=5{)3yT)+h4*qO>(MlboWv9pZtUU zAO2c*-+?3j+T-ZYgW!gehlJqkoW)y%k8wpDlCgNt(-F+(99_F&xK_6t@Ow&LJcS}7 zR4S;jRc&wFC5R>ajZsW)k#dKKmS=Yz!#Qzi!~8obJ9fJ;I>Zg7)soid`_(&*a9s}m zxQ!XKldO`aY~>Vd&QF+1{H|zTo#{O0m@SLy?9p5H%C8=vKLAu~CSU#4<8+Gc;ec^V z>+KzCgTra=0*gVKs_!dfcfKd)vHla*`Z0EL0_ZPI+FKb|8TT-89MUMJ)qCr&PcZ$g zl0^zt#U`jxg!+YaRSCnunPgxjcWB3X=D}3{^Y&k|TSLhnWY6)6pZ11BK;4Qd+iRQ> zE!#+ed)tUCgv*m6TVrV!-7A!ogg^$@H`xz(X3mx8A+&u(<+Gjw#=M@>UWA=aNZa;u~Xx$Fdhw)8-ab(d@GTBe$bV&@{_|j7d z&d2E29DtSux2~1Wl>&K{90I9W<~)sEG?@+x46;S8T@H?P%2$HRs+HG>=Oo~qek|-- zEtJyvhlPK-SFe!cvqsr|9G0-5Evt#D+@JOr4U6&P7uNOVpI#c>6A&_8DgAo8W|UUZ zkscrX&Fv&;yEM`e4&;N|W{b2oo6;2MOH-C=8#E^P>$m0GA?{TkbrfyWX}p30OnQ=& zyI!HKLv=5NV-^Oh~HRhduX%LH;Vlt+)C$D z+9JKC&kwRI&STz)?9pzuW^r(nc&Oyn_95(RlI3qgrTk=gEtS?AOUpp;=FVNJz9nL_ zJe>azWp5o7W!t_B+o+%*NJ&`;2sj|!3JTH)!q6$*J+z2`NGaV&3`qCTj5N~S-Ce@~ zGt|Du_x>D5eE-YbrtEc# z1_v1>bsK#nl}ANJ)7XF4AC@=+KyjmhYuCsZG5OoSdcG`s2c7DudUHjeE-Egm&(=9fAD$6H<75rq1_< zl?dHU+sNm5+kdA&2_X;e3XrJdzB`4h-Ki{Man&$%gpTC;pip=(SmSiE@yAi+28(0v z>bojlm77hwp9Etl0P`|J5ca-dktzi8GqyKV*oFO`T!SktY#A4uyc24^yq4>qf1OOu z7w&YB8S1fVpr+p|hugi%%q&L%uz$VYMzeI@XL_oXVanSk_yk%d~jtl`Mdf+ z0*(hwywSqJdr50%2Rin|?ys+e(A5MLMk@7I*UY|itVFW~c*ak38|Bf#hm|S1bDSlg zL}xB-1RL)ONdz-+CjFcWdcYtr3UL`Pfy(Xh?&G?=*|AULOh&2=X52y5om^0t7k!YZ z<%&=MZ-1O{ny}m|t%DMJmL|YjN0R<~(VmLPV?>(<@>j&vPI!-Yaed9Yv7j(^f%02X zR_&_zGV*K!nfKOM6YEXr{!l$=a?dI&DQ56E-1shmyN$a7PrD7!yF!TyHZ5@^q(_xeO$3# zK!Prnb%5N4BBu8)8?}Ml+-@Ub!CCx;h5K92QjcYA3)=ezMHzDs>6X>0Rk+h<`t#d* zmc`;+U|#a6)6%fi@{%O^<-+v!`Ah}TzR5JJjSr^ zyUz+@3Afq_{9S}o=?1#vnAgBjgC?KVsv!nv!h1>DTKvtqMY{aQ7?R!h-~DirsQ0+s z>hVe0jWYhHNY<0}J3bc$9$V&prMX?{>*hTkEOAAG|1$7b`& z(6cRO>vRK{hqH`JhJjxrt4swEbHQd=kFFS`bs? z0+%lH^{1xBUTCNnm+GDS^5e`~QIhsS`2LoW@#;HTtK=#-f6B+4WCE*ntSp3@W6{UG3MDY#`8Oks+7ZFLZ~! zk1?-_Qzr~xEl+admOg9KxS*|-)}~FO->X@AlGH*HxHd-d8f3O${bwoBWFws>$;5oM z=x)^KN|Cbxk-SaMw%TD8xuT7^z8swf&K3{t)D>C8?vgtyjSk;HV!cP8?r>1Y6l2$V zogU-TZmenix+gx@gQiw6R{D4yid09kEmhw3(G7Zut0M0bB*VA~@6^W`wo~pnr7%2W zKPM=^+{|V=oJfhc-%0D~(2Tm2^Q27Zhy%~tKyWV+4>5H|q_i5Z|ilVCI3BIZC-Lyx`YjNEm6UeRasP&R0xyD3H%P!ISp>QKI-qul;;c2#z z6(2o&+N7qf5@dXCWvk@st?+w|rrSJON7O2Jo7g?|-l{v)^0m+h$-@d-vVQ{9DpE_` z2B<-&PewlzpvC?L1gPI+nVE;|(2IWB;xQ2Sxqm^DeBAWuiVoaw`;IlNQP-E}8T(jR z#o948a;QmkC73+phnp2-8usXq5A_T8*Y)Y#A^w$;eAYs+MV#hiqaY$cddgSa=a^m3 zl(0(6Lb~Blp1ZGY|I}U2avQLOa-isv8KzcTlNmTpm6KUi?8^tld2$HMoVk`gSiGjU zakb8OZJ{l?>+tgvv?^A)u3S^bWFmS*=5UN`K1$m}uvha@Ps5ki2v^7uM5Y`3uf+>o z#e0?APNj?Ljah<2GyS3j8Ln$LPgCz!qkQHt_XS!)d$U#g7UDdPELsV7!r@yi{`SzV z=6#tp2{P`Z)xPS*xuvz>XpMZfnii5r!P)(=$HH<+U$oU#IZTl?c86L!5iL17{qJPt z88vLL1n9S1NlDi`TM8;*c<+@mxgZQ-oncwU*m4jIK$dU<e0NoooMN_T zH0VC{ubTDn7v33CS~ERpclJDd|_lbEQ|KR9pWVN z_1t{___yNlCHxh73t?u>*FO+}CB{40R)SLl^eIBb>5|F$6ma%=3xA%6r;_?v#4;ff z%0|IqptJlyg3{6tyv{GmF?ri@D67?0gzc;2NvoVNuKI_@CY)_(8`_7Q?YB-We}#S( z(@77hau!O5N558-I1|jV;_?Zw- zPa)mXwdPOuM?miQx{T+p8e5L=T843JTZ4)A8jcS zU$MfY7pD=sxY&_xw_FDh--)%^wr^J!!JxCKw+a78+S^y=nK~%GEH1G6Uy=UcXm4= zMMg@R)OxhBztrwkgaMq4Z!pt2?aCIF5e3YXGn>rje2_4$!t7>rj25R zBEQ%g&rNCzJ~BVfB@Ukws7v~I*4*A#1_G;*WRG*#izsa-d2J~=r%}Bj(C2Ctu$?k^ z?K3!XThwAw2t631mVQH=Ys~M}y6P(~^w^XsYgBf&6AKheQ7{L`<4@#bWY;MkpnY5J zJR>Y_B}nW%{$`_TY{+TPEmHs7l-Cm_Gi>z5WG`b)Rb6-@B=#k{wx74hshKCWTAxXj z=H{4D!hZDdRl48%ub)m77^Gt+SA@&SqK#QpVjnDzW0_jCJAF&h9x68sNI8~e+6J&b zOQa!GouLLS$ikj48XB1g8i>iwcC^+`%4DUW8YP_svhh3fkjnx*gASiZ+Vycct^N|t z5_Eh<0zOld)E}yUgf!wm6-Som$&llNcloya#fh8D^nIk{`mIF+nXguUTWrQ2iEMMX z`^oTVE&!5dRcKg*@o%N}m~yVZyEIt&PpG*6AwcBe?|bs#9|NTj@H^0ouh)$tKlP6J zJSBX^*G&as2sIj=IX^7F3gI9Q!pQF9TUrYd+>Wv(wzAaqBX3Ma=~p({^aka{SOoH^ z5WRDpi$*uj!(ii2<;d;shFfN7;!lhL4@EjwZe|I#Thp8l<~QW>jug*cKBwdOW!WB$ zs>XjYH?pWVeb`Wf5xp$-8gVr5do5^`KSV^Oa1md1Vp&keJZyyzR}*WDciW9R^=Y#p z-)pia{0(7CAcU>3((UOR_{Su-kl3~Zq^XVGc#?!+EVuyb<>#6eYWoz9UXQkVhmMx2 z$R?anqTdVoKVeKqCbRYQS=LHx7n=++g28m}^)Q)+#rq=zPgE|tp3w9AK*|f} z8jWlQ@!;@=l}iQZL8LHL7Y`kbgInG<7aI?VLx)X+s+2{5((gOvXB#?aWl*XrJ?3k4}auo=011+)_`JGE-R|wvhsu zv8UCmJB|I;+EhcK>xW?9l=AHo6UGRUVF+DIA-qH$Tu8t z&T2nk(_3d`6@ST``4^A2hAY!Kw<)n-FvfS}MEGdfM?#LEtTWM}U(#vZl>n+~eus1M zbL~e{16ny(LdlG}kACmd8eCxNA|~M+#;L{;?(`##ks^xya~;PvZmSWzT3>EKcP$Kz zv1wU4ahS|uw=Bxt-9nj#=wB#{`uUVd|1+*bP`p;-g??Djkmfx2|0Dr>_n{xD73@~rX+(iX*%jsk$P6qY8JIp z5i-}YrAljww!#MSc9FX2`@Jvu$oVc-3jD3t>>~Sd^yK*o5s#hM62wh~VuCEUM)O-k zEbX;Zrt2RL6UgJ-x(E=+H{|A3e%Rw~ zW;bb^>~TZf$D$D%An&gK!{Si1)aA0+L+$a25worhOJwbyMMK)w>l{{*0dAG2(Z;jFlQAgGscRON<3h}n}uE1ROQ~idXj4yH;HSW_MaRt>2 zgDrE$hCXvEC(}oDxx8A}aGI?fe-ti?$OR8yzT|{ay}2!?xSlwxeMbC|>u}&j#g~?k zDZg7tL^vLlZh*awDBbuCoR{u6Fl%8(*crGzc}9pE0A>N{SgcYA{n>EN%87-sRw?;H z%y=k^dv{-s^Pk3!0jeI29X`Q^LXTyrB4J8r)(VI|7Q7TMnfs*m_!oqa+Q*!0qf0l0 zPjtx9j(u;*l@XEV75y44mOIB)JJ`TK!g5F#$PDjTbN}||6?2`FaWkJg+!RlHN``U$ zh4RS`^5QqdDU4&9wU4BzMgrr4HfEW!SsLyqJk(!1TJtZuiXP@R9^iKVnA7`YgKs5a zAhWG@k!xoOCHj#ole*Qt0Wj(lNDN<(zF5Z@9Lte*>+}tesh@xmwEA}_O2TCGo;Lnj zm&tcQ3;cO7Ek)pV_B1e}D=F{3sG8l?En{B3H;%RBZJmAR`97jM0LWocTA(DgoL&!`YfL*nq9bXu0$ z-9Y{LkEP~a1||ykt%3&$Muv8Jcj<>Ss`5o3^5*do0^IjHqHLw7mP$*gtSax5 zxuUOp@m13R{y7C@vj$bVj&l1z?Q~$j?a{n{fG9EDkx)_QLvIgNFaFJ1dCm)AZkx|V zq%-p_o&4|n=hD`+CU|Z{0_P}TVl!-QhjtG~!Z~s;d~NNp z?3dEwKAQ2)ff(*zP?a@yr(i_jwIv0*Y83vk1xbocIR?21n z^q|%2w6#n#=qMC`$=HO*G5~{x5=55gA)8yO>0R}I5wVij0&jvzB>-J}JGVz=UZZuc zCA`)ycuVJJNuv3H+7#DWm+tKg;Neu_!nfueBR=8(N%9u`4Pg90u)(U6s(PFI%PUi% zpW)n74g>sn1daK?X&akB`i}ht<+8=bxDf?MJN}M6nBZd{s&<;#4EkU9X$xSO(gL z|I>fMD$CKh;c&T?L=-_9o;|zI51yL2J5DZr?5D)1Q@|TAbz`|N0k+>#;yW5jm}?0g16+gDKnkm z)RN7&46GB$fwZF0k_*R(^7i@@07XVDN=`15k9W=JVYO`LmYTqPpyA_2Bw=UUr@SD= zDe!tYZjL{59zbH;zW=@^Cxy*}_C){Z6b5&>TAd?osB2xLD}WssY}!>qC3NGt2*`I* z3juwsg=6yZ$j19M*peOFj{%-*B^SOHK#xxmioyxT4_zBbl6q@OXUoe)9Nv4;FKH-z zZKC7DIKHoYQCoPUx5jkxX8C>|N(o;XW1tzc}*&7AOIe-w8L2%BKN)p>Sg)qB8+7YRy^J`D5l|!<2`&>_Y)f z>8U&0vWB_`8H-aNEZ9u!842m$B;ztv1So z-p2KkGidDwj)Y9noeXdeIarFF?k$tYmk<`Xbyv3&im6YsHP(l@evPyo2deOMa%PQh z$w16=CIn|GV)NJth#@#W1M;(9ka__GjpOkn=%!CSs2iM#Ae=8PI;@arqUh5XO#hDi_s4v?)*c!{PT6TdedkwdKC*@2m;&f=_ zx#|*b-2VAo#va}?6kq&rC|U$sRCB8y_dh{N8yz>F>Q)Tgcv+qowc1qWH^F*)qzU>`*V)S!%0zcqi~fXbE{HNCnz+PX=PCTh1j zvy4cBtN~k(ETDzeF~fG*0R8yUQO0Bz@?@CA(vIB=h@_4XTKU1PmfbWyGd6nHRMe&c zu7hU_cvF-0l}G72PFs;md;etI8AbnYl+(4>7C9Mn zZD@Pe1mi6Z*iD+y_Nyj=NyjRc1D_uFsr1T9D&c}O8gy?hGW_hBE<2b78Hk{1mCgDEdt6BERn&q z1p8@-{yk0sCC4Bl4f9-+*2#v&`YynJU&b5UigkK+^w2xONnFU_Ly+*OQM~2))}NSF z{0R!3^>}YR@*p8BJkZ^~fAuqd6=h;@_Z^)E_8)`pdtW`9R55^#Ab%!-6z}ohigVp+ z*IVs1+S~=UzuEIW)XcOvEep>lV)GDUmiF@mevHY>r!3!4`7uWg7LAMv=4bG9E zgC^`Bfi(==o>+jPjguGJh|l_sFU%FY`%rqC^R+ngR&qTIGk!|(kYHnrP-_raQ&drq zFD{O}#fWw<2pW^_#TX2g*({YUkG>!?*7T%J8pPb7vQP+Yl7?b!S1Y_wdSpE}Cuhc6 zg0mK;h=uO8N7`=>CF{{5+Jz`olV*y^du$=Be&sL=h%G2%I!X08E`bO+47 zy6Y$tJ?&{!{(c(auH5Bk6bQc-B@n`oo~wks$irh^;M~vx)}QTB_AH=)KNIrTGgBp~ z#QZu#!3eror~d_i~^Rb&;#aCcQrcEs1IFr`Bv$ z-uNc{Fjh|ffIolIL-+!%B~G^lgEYdDmke8ZYS(1ZQ8F$4r(%^->-GJOUsu77kX(j= z#^O=*E)3+N5fYU9p3#!A{!7l)#{@bG&U31NHX-NpkoBz*8E%*+xXGkB8gW#Ik3X@I zjWm>l2?-N~xm-=FzVX?bYFU@2s`GOBhY-H4O`LoYO2$cZRodL3R6vE`WCBbnf2=BQ zBz_UZHe)~0Ok6VyPopfrRL5#Fk++*b>VV^*ik%Cfzs_{#>+7>|URkDRar92hE4lN| zq;o>%r&`kTjuEUHkMqm`DTZOy5@=~y7|F%6MzR9;Mklf;MNcf%o zSu_=JMN7||f%;sc$A6Eve1$=~4nb){)GbiAoqBH9zCuH;Aa2ixiHv|)L=Ssyer0i@ zU3Uq$)s*NciS?}bc5B2Ue#5Aue+FQL*S|(*@DemPD7VN)0S0Py@fL#asG^m19RA6s zazU#giLK6wlQO>5DA5g_3Geu3iEw11Q-oLbQiSj>WFLKSiJMb(`Abz({nH-PaCe~^ z(0VP2CRGxtfrP1{JtFtM`Cczg%DJv5lcv_opbiXIzvG7nA;JT4gqIW_e>aWMjeEtXw%4S+;e69rglcn?_`#jx z?0NQ9YJ>V45(v?|!F?=u`O#n!OD9O^tW4PXB*Af5&BwtM)k)s#+&8jZ)!x&;v7y=! zPRP+`y2@rh=--w3vxCB#JCT9bFROEk!gzl+)Kz5u>ytP&mSaoXU4kCg@0hWB7h$I? zS^^DUU69MQFHf};38Un7Tu1gh_@aR1*S&%N_F4Rjb`olOCO$#Ri(~s{D@zwv4=u5M zC!=Jogxl&NOOJVGlB-!31^)cXbSv4LVZwjyV51P#t;BoAOjp|UfcRbXa`Gh|Ba|{% zcv0@^tgS`Cn+Fsq+$N>IKjErXm3u(l2l0%BAz1I}uQ@G^7<*~~kYlo@VpiIW)=KS+ zb!EwyK?H%BrN1AtrKEQ2&fiXL`di_7UpaB^|fn4lEa>(m;eXr`{ zxESVXS>CNNaxGmY4mBF73^i?n*znL5*zn?$q}rot0ltkRV1wZ^MgDaVTFZdX`*aqk zNh%PPC(=$WxgsBL(AiOf51C~brzAtL2AduxAMML>oB(Cg$W`&dQau7ZBp{y-sg;lx zdc2_mVE#&7_oQ*WtvZWb79FPV=sVx!-7?N8)2}nvdvG-Jc|rr>Wlk}l20g>h;G-a8 z!8CQ3rAW86FEENP{6Bf#f(9BKJu zxPF`2`TlYyu3kfA@%1}Ojw~f3w$5;6(f6p`O zL`({k@u-s*ttN#T9giZftDwF*5K+oNX_OV@oR@%Ob2cN^vqCImF+})0=ICy+7K*2H zewK~ec)cR`Vy<3cZ>;BIjQWPtXh^;~Ldxjg{&%PGnC;#bW|^l@L!hx>Tf74X3|oAuPszn|$9=TdHFCBnQK(jiiqMs*NH`neV+N z1~0&ylD^mXJfRhUYnn!-lJ6}3bxT#l0CZjPG)K#q%-i9Lg^uPr4kP*&O?|RiB7f$5 zadtGKk*{85F|^+o>N)7y-Bg7Cg5$lyEvElI4-L`kd|lSw8$8mKr^|l71rPm!_3DcQ zHAyubznLFP2k6o`s%}ChVWCue-QWVP%i<5ND+r>*7Q!7BP1|PIz&g-MR?LTTx2xnW z$KdheR7aU1G{iUgoMUps{ysq^!~cGQ<+{CJpZ+-wFW~F}p&3jW5C%R}A zK4gdXk7&DD((K^W7C35|8F~m>phG>{!A)@E7RuS{$k|8vrWU2_Lq&4UXAcp@33^wI zY&zb{;ea)x;8)~FvcU{w!&U!zNs5oyLeKP6*7NZ_R1{VAXTX#|IxJ?q;=#_{f;foB znsnn;nd5bwGIdo@|4ergq{KQmQ^)rc%q z);-8n-1Z^R8mlKdPrD3(T+eaq9{(Q{PW!aOJ{efS@F(E6Aj$4@rg5xfJFgv+ zUF;G+P3ESnHYLN9)xhDQhINe^Wx1lTP=Uk9a8>RRuJIa*GtXB$!;T>HJuw|RcS-Hw zkt*3qr;7~GpmGD$U9l${^I;6Q1&Ml#bMSVmG{Esn5{W5%1=zOMtnQy8@aWD|+% ze8z7J)v}J%=9u{Yb--R-TTaHIhsY4+hFiq5OU<~QEaSXS?k^MpI-x>iJuU%_gZ6ua zQAS%XaBdbC#em7GtKR!{6d>*$+3WGHvL^FP<7kcSSzY*Hrrgx-K!c*Q=bvWTT{8Ex z%vzf|sH01&*7^OpFwE(ZvD|~zWm2eSk-A}|veB>&(bXR~@<21-_~#h%#td9CV%!uw z6oGi|c#OyEknc&YLma930yV32b2!O}dr|G8v;*fI6V|nRMuwBwE0IKJu>p;n@J%XJwJ{@C5O-$9L{$x%)J1a1RviIznKbVT^0z>mWQ^_g^raoL~iY z9J)W(qSgYw)k*9W7`^2D<%^es$zl#aFriPC1i;mcA;4u@ym35R_ zSK4L|tc4@n=Pv)R7vm}ZwCWzfVI;Oy|4`-G-sYXMm&D$0uMJ+1J&r9qanM2Ym}`;^ zXL~xnebvLP^<$HP#u|xk*~t9RP9OP7=g9wqi@2}A?5C^i55W#X9rO~!%jLuF_@((S zYft-H{uly0iFw6O{x@}bEyR6*aM;?H{Z9At4DD@h4u61#dg@Yq>80@0z!+r^iCshE zKHyizD$dJSDEtft{T7~JOfd?cR~R+bgtu)&saCHNTxI93#Vp5@!>=0$87}=7C7Hb_ zai-NRzCSec;ydHlhr~}A_QHPT+Px-vy7Kh(>(4j6h`xvBe)^gE5fb*|F`uy{@za~% zY;J{xFDAS${&KR%%quHv-D3fD?Ah$xbW1WWH_v9SBdx|dkY0Ou>GI82m#!Gz`pK&r zb$|OIk)-ZkGx<^VpFb0kQ0+DG;0Mb5U!t{LnKT5~GTugj!eo#J*i)zpgFTsWme5#3 zLMla6^m>8+`yURtKScEDRSyw`)q=yA%c9LfKL;to=hl)7+^5j|+w-!i3~Ub5*fkD< zTP7=-6UtKGatxP%_HVaUPM)*xjhq14v`yn3!`gW(3gX_7sBu}j)Wkt+kTn=@Luz(E zJ6n%1_E_5GlF;H7Z?ZU)!95kJWx8~-kpxd~+&p;X4OV52MvnEB6PCzD{r9G@)~e9}D_2)-Ql zYK=HrMX{VM9{6&9Zrn7%6Qx-=16RdaYy2J2|9t0vKU=THH3jO;y#4j6L9-uLAWhml z5f8E%kl_d(ApZ$uKZOFQPL3%sz8n5NT{faUVV!cZ*GgBN7Ajmdmvp8IDu*+6YAjHr z8VhX25KGCpr-;Nx)`3?ywq`yBMsmZzpXUNKfzbhDiEW@g>lBd3;=-VSMn!^gl1nig zD4j^l2Nk6akvjmgxZM5)$0iuar*o-1$8ID#ePtvL+yQ1Jivdj8q7HU070-8nM@-WVvXL2`q2J>}i~R zYq?INm$pzfxNQZNqcr^DnQ~C#SxXOhb$%cc_lJAJVnJsa&=q{n-|@p_HNfdR!-#Tk=OP z+NR=6UBZad?CzBT#n^3Tr)hOAuOdN>rJ$9_Zjk~U$i4e^zlF;B4Kt@8V8P+^p!WQ6 zmANLKX8WKNCctj$TDdJ%{l0<^TO#TjnsM6^x)2mH>WsPkXJkAfsj@7i*MijqNMY@j zs%!;f_vC9+V3>^uHAkOoMHOYf~_&Va6 znsiU}ha1|^#brK#;YO}r997^Ba42xF%dC^tTOCtseQds!F;>*3xZ39~*)HTN*H<)k z0nWBZeDAmhkCY4st$$9Y_VJ#`j3U*0os@kg5#^_jix5BK_YXSdJhJoDvb0x5fUh{b zD%**t{u;?K*LUy@j})NH66>r20_3;)$FqlFG6$XcPWPldM-;l0ho&QEQqk{el=HPD zl0C6&e&{MTnOK8%p`CInubgwKQmQrJjkx{-dAk4WBW`PsoPoE~jo}|H>zPBXQve0` zo%^tc$NKyE!Z+V~QV!tAHFj_a^v&A6ka#xhlb=}8f6=shP3u8TR zPi_|_T*6V-KfOiah}%k0#k>xrgiJDP@HG%GChhv@4@Ru)Eih>H^HPO0tnf4}+4+yz z6U8Jf7@w}31LT7HVSXG^HR;Ze70+LU$Dj~hv4pcESeMUvpt4=FuZs@Jmj#1DV!%qd zuBD|Ml&_fPV)rKC$*#kwNJK!22Pa@^e#JUV#&kEEMl$`CLOL&n#{du3eyLQuMZDjiaIeQ!BWE&H5irG)hOiD>^D#89qT@n zoi%50bb48wY<%>%H893x-+ru6cB;7iLmAc-Qm#CoJ8lw5Zge&INz)!MC*vkZwc&Y|`@Bkf@hP9I0tJT|04XA*m`kuke2 zht2<7j#E@I;dU;wK~EZ?l*Vd7xV<|3s?)MS3q*7yq&P{wp`@N{&mgu}%KUoD%i!e( zb?dNqe;AQzNz1L$EJa_Ckn2q~^ST!9!asY?O<&|Y)}9tsDaI+eNENMsbm6v2|0ma& zUnp?tttsK#GZk%H1u1u&0rP5SeB|5*^xXBKAW?vvFT}18IQC=nstd|hFsO|O{lCz6T_#Ue0l6^?@ND@TK03$Q^EEFCA5K4-|zoi zKX4PrrDyF~BM)1|Rz1XZ7u$Yldp8!tpS&);`Rn>E)+WizW}vq~1v>NyqJo^AfbU#2 zuC`zvGueacoLzttu;}3=SZ1@(HU7f}9HE{~!*>BaSH6oTvVQH5TO0iRy{=)fF^7!Z zfUcNz^Ars-Uw1?Q)pD}u^cUd1oX(e3LdLfw1B28%f4p0JjUQn67Qcm<)ghaul#zLf zFhE;-#d*EhS8nU&FG$+fhDl^18F!hDJ?Qi>Gz1i`9_-D`(XLHS}9wn|8WL(pz*Fir)6oMxL(B7PFLGsZ(ReNJ}FcyCWc?^`o?cV zO$m$6^5-|wH$gWV+y7HLNor5o!=LOk*A4Q3mXAy-*;?Paa7)53cbEF4`~l8mW-Xf! zI^a@X8Sl6<%#W@F$3Hg?z&;tGEHg!OR9OqW98~Uce?xx`@6=ITkyakpk>U?5rW-h4 zL=K?gj9pXuQ21$t|8rEE>J6p^OABhp3i+&&tS$L9*?^vXHABH-wsvh7Z6@jLn(B!C z9RBl2c`czA1}k~W`_T<0YA7L#3zMiKSf)F<$hS7XWMPbeo zjHzQ8S}2e17t8%}A+L9pOa;8ZYNSgyQj?^c#U5X0Wb%4W=*rCp$XzvO3g^;HNbUCI z(d?S1&qcO4f6YAi5;`%{+6dz4-aXpVi9ChxmcmfbGFzo@9$NjAj~+QWlk&O?jc3@sfRUnXprE zGOU*2rM28o3(@R}vkpVb&^zl;bHfbIU)WT{&*JyUbpAB1`yRhsz~v?NBb^{rp@iNh z`9%Nk5}5l6<6XoZOE0_{U{8u6Sbu~9Q+VaZdyM02reK(S7zj~xeObQ$Q)?5L%Tr%G ztO683>;f^m|Dsonu*>NtKPc^}$b^@A8omb0<425Nmq@+-W@|cQ>bh8;XyW~{bs}Hu z)F*T!8rDJ=D4@k>h;@I|7WnlwnWGTF0lO6`x-Bl@-(_}fR{=wv>x z1558mbBlA@-w8OH>hTmz#`3Lye^hqrO7HbZoCd>m_zZZQlxYC3ad!din!MNgM*fs^ zm(FwfK%ScQV|fqw^B?nT@}B$Qy9k~M>04*La$mCTQ({uhOrXsP#K~m-mfouP>WVRu zjCo);qk80G#6FeMHv9?!wW&8J!Wv)a@Y?H0Zk0LHGdLCl8kQWrXz|Fvc8PD(iZ3i2 zo658s?xT;?Wul7%C26)EWz3Yp1Z;=!iMCi6`}AvCGz2^)A?$z>EHYERIFK4m#J>z} zzfi=oDpGU8ooas$;s-nqmG$8iyl(BNNk-MJ#zRNp6|MR z^~D~<@jUFMPImvf;y|o~0^-c~oL^a|fw#I(6Wp@oY*ZV?GjPjfjvXsy^G2Aqceq1Okv1FDgA;pAQNdve|f5BT*)^~I}ar3h{@Mtr_CpA<} zX+i0M>4yHr0oDAjQ99qj?d~O!sV4E$f~VX z_VYRXgVKY+2H21OpOb$0(6shm#-x~+VJEhKQadQ3c6e{d zKDKmeYPC6F>p{x(C3lZok<{tEf-ym~Lawj83Z`C^g-1vZ9TH9KsMjP`tW!vx6rVNV zLpmdFkRH)EPxd)n9^Kx^zHT6}EQ6%iH=0{^X2c9OXF~7=xM;@$O=$Yke61xb7QSuq zrq;Y$&o>tCCA-M()VXi5>7MmgQGGf)uG@Xqa6B0kU@4Kcklfr_Mth}}ZCWL7q-d)^ z%3ZlN%~h)GEakx5O&-)Pn?3r=d080gCCXvlB&g_vp)U3%tD>=xH(0H7PQ&duEjmCC z-Hhs5cp0dt-}@kT3-)X&_;lMvak6*YAndXDcz_hjpbRhZ_oF3#rG~*tzJgyWAlu$H z?YSvsu5GGdI%wtocEh%6g!yq&O8?J(8sYNgNPmX{wKKwz*WW@owx5O%?r%h%`m%_@ zUyqp!X$Xi)r3X<-nVlM!tC14C<8Y}d>5Y7Fny ze9C^N8)*w?wA%bPf^tZ#+gg9Pztz#Z)gfsp7Z|GexcIGT_4t)c&kkAGM}IPJP%FuJ zeaUya-^-p$>>*SMs7|i-$KYEnaX(yw(^{Y(SL?t{Mi^+MO^NGfxdgPzP=liQtc#(= zeflMl$(8Ka-=9panGfx69G+6jZ(Yl1KB;-vCmF~!oV0&rfPzM5&X361@HdF2a!zdX zPd`4AhY(m4Nq*D8732f>K~9pH3psJ2gLV+A0AnL6vr8|*raOLD*`UJe4vrVdP4>0^Tql{JPYfwA6ISdH zdN!R}=1Xy*Je7UdJWN_6b`f0mnxsgzs5r>hFiw{S<5!*E&*8N0Cu->r2c`DE8PDf0q&FsB`gUp#ZA*#xd!HyZn7YUU$WmnY<1(o+bJ`i z9R6qSB?WV3X@1%W8Nt0K))Em_FO#Ia7nvc1KF#4f&aBgNnwBHCgY({|(n!Sx+>b(+ z)wJM&6{J=}JEK<50MW;uW9LPbw3%1NwJ(s%GLnUD-A*OBB}rV@i6(C@Y&5wuedTXg zmEdP>sBfQ{9CKtl!Z>|^*Qq9G=8&xV?jb^4yHHZ-Dq=ryc7z;-`^?YOHfy+W!MU-@ zNUu%K2m~#D+vQQa@?NfJ&c3_Dz$piL#^P8uwY8+$6Jq$re$+F}=BP?xEKQA;OP(-t zbWu*?lNmXe#!+9%>yl8f>?Y$LV}!j%3Fl#z$8o~@i0GR6*!wOHgSmT5`%kKC9_w*9 zZxxpxG)L(aEcR4Lnj+rCG4W(BLn4i1xRoA6Xqnudicu4ASyxlqD7VYeIz(q;v&$mc z4O(Ib)bnxYBh{dz*34aOPRB4eZFMM`rE)RMv$l+pMo$DnU;miBx!y?X1Vkjjk>gc~ z5dXhp645K$LLto){trx6F^lCVJSV#kw%y6c{R0)%f0ss|r%=V_H1W)RA;HeZvEE-? zSRa~s)bY}#ciTGST}lDeF`*OG6k#;M)%{Y;7+pVgTeiRHPDQ0_J(H${$=UUu?l&J? z{5M@I%?T;_t{+Ag=HM^{x;d-z2l?1_$9PMGEdWic;{my)#GtVZRtm7P6W=@>K#Utd z-8onEa^SBUbcjQa+VKF3a2vezm*?r%#%1o623>sMK|Dz~<#Bs$T61F~`U7G6yT6$) zN>WM7D%Z<8gLgEjsJVbUYwFWb3l}YJNNfe<3&j)LU}n|T=_1AwJ$Np&N48YZ*4?ja zEL6g#p_S9A(_kZ(k+&?Jl1yQ*we}&wa3UEF>5LyMt5V5=e9RC47S{h--loS`c#GE0Rdzi&jC(FpOJ!}j`OIDs`2;G;! zB`db*fNPRcz{%=8f7lCW3QxfwGnCoy`dA7$O~%X--9|@S>h!`&Y`0FX;+H4q8>*=% zMFVTZO;v?5dZs}s$*v@5x-Kizb9wwUl9B)1$3`R6_d?CaL;)pKbo)TRDb#~EOG&r% zya>!ZD{wn6t?pE;e@F&%vA!LCW3;6C6~)OU99j$XYSRa!o0q*K3s)W7>B9yGB`qp> z?)+*FwlS_H>n_%CEU07>WEukmb3u>Cfx8@Hqdhz)KU-mHLhb(d5YeZ#r#ozQ&lgmM zH9f^}!;Ak75^O#CG_UJcap?F<@j;wXoT)plMDT;ih!Nmc^>9K`_Oi*NHxjfPs!cT? z0_5B8xyEvglE-0qPcTPd1enZpXT72w?2P&N%1PGN=6CR2jr0f|$Wo7uUptFYrui}P zxYJf{81jCSp6kat!1|d4i~~HR#;goS*COdn;7sM_+;mT3F%dfhIJ25gn%kfT+Qb3% zUT+W~3w@v0RWvM>`BF9>|Nb%9{6t5j9eG?T7MZjqM*rjTJpvB=qVgwS>D)HioxxD}&O>mQ zuUa{bKK=`x_?4)g5o}q~r2d6T9&BL&s>-{yUqEP8rWAkwCb@=1QIv-_O>~Yy5uEK; zj#K?0#~CPAKIF{*>>pb@R%|UQbPq1bPpOS`gNd}{PMzz&*)z>o%v_B*2J@wsBNS*I zVS2seyuaUUymj^b6KI>YP+8Yr5hhQL{QqRPar<`@$s+nDSG@ra`x2i^Q1n>|b<@x5 zL10lwQ+2=CA^^fSyT;#Jg2^l0Y_*g-ZW=}?9~h&U`Z^&V;58fsZ>4;?$S7XQd)Jc@ zZ?4AAs<5_1>~Hv;Hro{~h@g5)dl}fTUyIFIg!pF86D)!G2};DVw1UYdudv~^=cAVn zP>}kDfmzfFKxbJm%4#QnS#|@N$=hz`iRKn^Pd@X&(>!9mrQElZH7td{uejt~MjEtx zd|II`{5nVZJoSIE_ugSmb=&svYefOUf`HN#r36rV3r$6oCcQ`vML>EFou~*%5kz{I z-U-rs1O%k_4k93-hTb9YTibK)z3+RTbMHBRe}2#Tj|UR6v-g^7%{k_nWANsX?$m3} zJfTr~>Xvzj26v%hBfTI%SJIT4Ru=SQXjdO2a&tN~V>8Wt70&6ViBYlPC3b~$x>%SPdOD*2~k-8MLD1un{ZI?|+`Lj5oC+R~vAp83VhP zi3eX7Yht7^d&%zKzGmrel#4l3m>pGP-OZ+5X6@ zvqJm;Y}!aqWwcipF$SoB9TlY~@B{T81lD?Ye07adN{ixM%iE?6sN3TfLf_{_DmvdW z>Mh&K;F5JU5tbtPFiRu8rFm!-Q(_-471FC0_$aS~XbjlBN$)#~9~)E*=O3xvN0vDH z*i7X8T3wpU*~KCzxECfPGEv8yBKO_T>sT!TEZTFyChesdu5{QS0CYRoz|cSw>Qsirje9GQ$G{4}**3nH zq=X>(3DczAry@s$aK*}$7G5s?u=JOE6J26kO1-I)51GoXX}>KlTM z0_R`x^{NbyUhkX3tv>lxT>VURHdtLI;>mC5H2;8ab&GSy0?2}uJCbvr$Sky<-M0f3 zZ63Y%C@op7+3mS|`WH0^wic+!?~Ks}Rf_4YdsdQuQ-JOtJq8FBGADST?_znyU_6g9 zVKn^fSVN|dP()5D6IVNs|^EI+qb*vcvX;;TMKnK4n_{!!ub%Y&Aw3^0nfBpcO7kD z+}}&3#dUVG2bYF-)ER0$X@iy8ihgZc&;uTGYp*VW9xPvui7;9KIzVB&?!e7$x#+ue zl~JQVjFLx4`ZKezh`hP_J$$1(u?CqM|FAdVLaTD_%UblDMP8K-=yJ+QAE$r4T{~sl zO$b7IYE#2g=MLWlep*!J9g8M=!NhpmPj&yqk4P9vdKiNLCwoLdQ#!r(Gi7RbfQc1O zXF}(P##fL7uRCO=MX=cPjI(IVSgd5%3VmJ=SLES4S4w|wFPRtTZe;-Vtd^}|&XBsV zH)=GR^F)2u$}6H1WZ#qDGY@hm7&osbd{NkXy#V^$5&J~p#G6xLcpW2c7!|?FU+chw z3!sw@jB>8^g2fx}k;gWB6Gl2q;g!a7C(R3VF!^nINSsQC9RX4&aOiIbGNcwH`xw}= zsgMM@R};yoEk0`q`BHP|Cbn!1?KOqMVE$=+*(e;z zaPhigiEcWy>e(r&(EYyf&gL3yIZ`n~UCfxBq63Y4 z^b(V!o3mvCvvsOWP>sfj#tIKwzQyi zWI?e?4I)i9qZpKp+ndf|nn5-F-<4a@R2%B0HNHmAK}#3<{tZ0X4q>$WL0yM}FdCxC z)C#12`81bOm`v)kWdVa#jp>aPxV6LweQ*cLEgm1!w3Qvm(viFUoj*XoOjCUD=OFTZ zB`EfaCXP$&%W=BKT{GCv((a4$vI}OdunY&528FHVB+|D58<#7Wn2N&VH||OdDm;{K zmWVCXj20f_%+_>L)`;By_F1+Z%b0dlc^d`OE+)U8kI2DCz3r-mAojjq1&8pBa1WKc zMg`CqRb8}bb^qouTTy$j9@^DFdRWtmTlZ4XRnPt_iQD1_&s_n(!8)2ySx@;pctSv+ z0TCfqWRAS2wbF4!YK(T|fjuL~*MRE0mXrkTNfMv&$dHq zLfz5)2)h=B<7^5>fOD=E9lG8&3|KGhkE|>$$dx!>l_7xzQ2D)0^%v!9^+Z&|F;tuw zKpMiCZ1DcN;YQ_T6^awY!9TjEdm+`_^PbRMw+9c{4j2{t$a^7Ic)SrZ{a~JT1(*eJ zoos>zfeiqmWB7A|FN8~~mZ@~r)0{_FZ%Ff-^)nM?_m%|hl};eF%0Pibkv;=t^6Z8X zC=aB(e}evK2_>uI@z(U$pvNs`n0~u1`jy+_#9deJJaL}2T8eB`CTi86%!}uOEE*o2 zZYq(*7@bNj_U-o^nqKZ#WhYGyvrgvJoY5UVc954oVv2Y8C}>^|scPRJ7g2s1CL@?G zsZ^1=WkNm#x)nbGiA^9eZnH~la+m#J^aM=1Zy+JZG;3eLoy`lS|Bz}XvibV)kxVq^ zt^FG)wwI*c zLY^7@OCO9Z4rM^6D4vTpdXfd?rp~$-=QPwJ>vwefnbxWeQm4_5TZx=A;)@^-S6t}% zfHhGE{{-OeMqzaJwCIqFdr~-uc(M1%-3=xYr91joYCvwCduL14TzU$cWHIfMZH+@- z#OE8KqVz9Ij#H%2LX1Z)Gpwh|wikk}6x=LJcGNaEXH z8)`{WW`ZiiXp)@y>!e)J1s>7N3!?^8Zue1IUHBvevmSd4_QWx_i=`eut@R>A;{39! znG1eS>|}w5fIlSJr2Gj*eiaPO7yN5+lsQ*zXMa}l$ZmSW-6d@QfU6`nchBeQ&im0* zkXCKifzf(DVi+?&Y?zny_TwliOJKh(Lm(aZU!t_z^YpU7uxFFUjRsJ`PtzT3or@7E zUeceS9S%3G=%MJi>LKxxs8LC&jrCINd*pq_1|4e_b6rV2y{qu$+N4>ph6 zQO*;tOL=(3K5X+!GM!&{j-o-rUrtFk{OxQ`V-3J!$5mPogk1$}0gExchC7;Z zeUaH$X^3um;#j;@+)O_mBu7#vO~>!5Od)92rKTiXpSbRGJ;$pjCdaGZTWyU!cDNe_ z+hq~zsQ0_KOZd{K-JH0KfY$j-@TEb1zqI!-gItQ>j_+gTlPqij9SvJxzpF8B zJilXlVPGf!2-L&;TP8-MRpIK(f6JzP94j*OVIsy|o6>U$>K5@5RXO2;^=ke>N;kvi zy^;z)ip2~EN!?$<#7->Sp~Jnf*jD$j9i}rEVI7~fhqwVFim~5VFD?3nwadbu(p7p3 z$t`$VxNqDE*@z8$UY{b}5FC+eL!IB^v6ypkax|O2^!i@}{tUJk;Oi#S^rM)z- z4P;%7K(daht-s4l2<-^2=s4j!95(-3VqgBYDp5n@UFf0(fbMso{ggYGAW6eCgjvMc zy0x%yh~RL_HCJSJDPhr9^e9ipv><;EkoeUyT)YQ~?#UBYNv8ghXF_UkvSelU6o{uF zLn6;t4cl3-jeCjl&}L$IIjwfI2)l1m0(mP7xyS74_r<$KU5gSM_Bh}x0C{z<7XO}TbCZb-D zdHlKCpeU$x`J5l<5w|DSrVgBr0*XDVjK6qNImN}5OcIaMRGU-hWvogB?_DjGfzu>z zB%ln?u z@CW|(MiR}Az`kYYdj;7Q$1Ufo)SzQFK1*>$sOSUGaid3BhCTD53`*}P6^0QeWhkpq+=u7C0leOpf$)oWrQR}`x+k*Tln11BSiGui4`21j_L9eB62;wf5 zSwX?+p6T0tP_K0(#9~eMf4(!1XJj}hvps-|V40Dw z>U*;H=f_960!W|K>Abgun{J(djXQgNCL?mZKJ9z&8(Vx4pGjcKFe(Z7PKJ`&FWlkd zYg56{2wgrGNsSiCMq8n+8vES^%GxO*OylbXqb+mwrY!YncEwg8iuo7t}Z)nFZ&}s z*{7zWG5xN1;Pl}Bt;rN;zy)}rl^`SUX1$dCvwo(_M_DR8B9U@?(>-f)=?`%I7c(}f zTRjVOPjCA~fR4u}#LegAYt-M)#$wNAvUiLWSElIXY^y&}1Bet?=lSwz1AiD-72un& zag&zl14L9>x?WjcWY(!req($#q1Y`J$txe?iTzkF?)f8H+RFJLrIxtMj%ny0zFaGW z9uudD+NZFWhrB-fgX@FTbt-4IB>tl#C4>(mn$(v%V{l0Y<;c;ox{^H8NFu!U1^#BG zg2Shf+Lc6&jv>kpUB;p80yxe5+Y=NwwHNPQa~^CfniNl|b+Epe2yhuuTXxJ*q1)b+ zZxw%1YCByKvCqMU`C+rOfN!mUX#H4E^Os}okJnRAU#0l_BBBqegF(Uyn*%~FQEq^K z6neDthN-+?OL`6XSYv#jcr5H*rA^qE$s5Wl&JOAW(;j}o2VlIz0pNvk5Lx{w#5!wX z!4X<1CDg9*TIh^KaJ6T_)uty;j)8uM=iEn4#Gh`De8)CGAH#mCHs9MV`T~}s_x~(K zj(xBH1{Z$a#1BvYXsqM0+5_C^zf^~R=~n+0l=!ckzjgOiXD+VA;7-qf{pO#)?w|ek zH4h+)q}w)7{Pw3l_{4NEa40m3vFGx<{b@0vDK+se|_ebMP|t#06p<>AjOQHDY5QYc{aKv-l0s!zzQr*m=)q$d;Q zGj^w4ZZos}1#JA+&qw}`#)mBRA1+6krbmzK`_f=%L_zqD10p%!-G%ubNwI_ZJ5CE} zk)^U&(2t+mVj2OZy&|=RR6y)+K2NPsMS|bG8DLQ~y!*r7t0A+Xh2?jj%!LOawzAG7 zd;!u6SjOlVSDgSnUIApG>NO9 zDW}q-jc-Emew8ns=Wx6WHhKjR@`>UrA;7l-@LRvHfNb6lxeAp1Ba{V_;=l&50%(KZ zazXa(!4Jsj<-qT!D}%jiJz5`B3r@hlv$hI6F?U+1zg-4;&4)aY?Cc8o3@1S63IZT> z<2ZCi0ZyKvQ{6d=a=Y-)C&$GfNxw?`wkxZ1%SGJV0O{j3VfRlLOZ1m zA|s%RuqBNGG$vK!nyp@$s(9pR%OQ6gSi7UFH2DA^UIDiR3Eq=3VP~FK5&;0sJqx!%h)>+FTK<@}3`QoLz$jyJEHLSrptf(H3cu(CM9g;~+CBIOO;vqXuYk@% zKEFI@cQ4PU~%_55KN`y(a%w%$z&2BT)hxqH{|@%B#?3#9F~IMagVw?eC^P zh5Q3e=U;xGEkf`(+|p9vVRAI;N5Dm_auUDdv;tBMb@Ch}p|*h^L*e9@Wm!CbFpbb4 z9;iv136!coJy-$b)mCw~O|}5L_2n)Dmd!qWiI0V-Xu%BNcXzOW%fYaJN9-6LZE;-h z5O{;TX|87(%8MXPiG7-jB}>UcTu**C=(Y%7ca?ou3MUKgEWJi4;_Bel`-$EiNbF2N z=)sIGpufeDt=)|T=qvckGMMrt-vy>Tt@Fl!jEusiqr7I>WtTw0G5(1s(+wgUVIMyg zxbvIa#aUOsKZHnjluR9Ok`%R64G>z;GnC23FX~EsjA&xbU&@gUk z?;suxM{AK0wEbjnZ`NCR_K<7K>&Bm(i2ufiJ>b6vHuzW>lMB6S#SOZmHz21&V@F^U zXpA-XvGD~8oNyxqBT8RW6gc3nF&Y1PROw%?H1Gluu%*`}u-ChCD?CwLfkrBz;i6#Y z{!GPf#!pf&4V#0uotBw@GIpLXxgUyoc&6^uZ|hc5Pq;mFNI~}tv`)t+4?w`czd*eOp)Vvvzk9zfGc$tDFDHeC)@5kF zo`Cv4I+6>kfNJU(Dlh8dMGD)D2OF8y)_l*UovC0_(Y-Gx5QscM$eMfk`%OJhY_v)B z#Mx`IKcLZs<>Mz*mOpEOx{fjCw|BZ%56n-`l+N>Mvn%jtfrF^Cm>X4sA&wx?LZ#uwaZKn^CQnLaN z|9H1oh8-87X$G^V1v?28G;@qGFO%Evo&W7y_EPQ@4M8mEz&JrqTWKG1xf};s$Xrw4 zjhUt(nkBrXK8MQ9uvp;wQ*7$|l*Tbk2v|=|fa7fTe84V1=C_3?HMNx}`xApWzJs)* zP~bd~Nx>ochekv7qAo<6Pvma1_3vJmxP)FDNL+T5^Uz7sr`C7Qy&f@+?EvP6?w-3} zK;hF1AXH1swn!w^5m+&cR^?OYp?gwtFCmF|5730y0G9r177Fy6iSw%WK^p)G=Yo^b zFw}tAXkWFz(v<#<_3V5)F%d>|`GU%=Pc)~thc4~|{`7ahmp(i}$?+tPsrDi6Q$z?# zJ)NJZS9jQcZ<~ItF9jZfuhHjF)8D;Kmnrkl`j>G~<@0>w|INq;-}zG)7_A(hJ14vI zdl&rccHIW&p!m(-zK>v6^N<6(nkc(oAv9t67vjdh-g7U2E2ixILj3#h1hoUmJX}tN ziv0G6zIq@DuK2_G-`>9g){_Vw5nV)4%MX9^n}W^r5x8O>9*)0~TmJPu0`EMC11Fz{ z?w1#&zj>sAqVV$72eurkuYdP21n=yggXUp3PcypxTNnA4MfdsxxZ>NF+W$YiQ-64VU-{3^(+00EHp20dpptt!!5I0^U-N(d z_7{GC`rkZ{{!~rqQGz~$4drz{4ex*Re*Nj|d=ikP`L{9!C_Vj@aiJZ^p#W?mXcGm= z#JjQJ?v_?vr1seAsnxw#_>F!dUP0-Xa1QQ=oa~o%t$1ESZz2u)-Ax^Yg?X)uuXE}&eb0{BrcGk!Iq!3j4RlsOt z9I_@`0kGyuI{iXxu`FjJ8HD~X#T0M1*~<}kbInN0I!`Pk%XefZv>EkBeGCtYHWSTO zB3z&Cr$zi&+sfGfz&rT7!Q}XZIEgJ9bL`6XZi*+U@xh|geaD|@t%I&8I~-pb1kGsy zlI8@kt6c_Y41J<--e>bX8q;U5Y>Rm5R+_HN?;PhMzBlw*%`6)EF98Ij19(az?5%6I zBiv@*^DDiXFHe*!!65Sz(`qwhw};kGAF$N}<^1kvkU|Nre7> zkUdjzhnST6?C7&kAE$qu;3rQiLhd{@HU*4H(g|qrHNkyDY8NyBDj~<_sz`oGaV@U_ zz2wM;U=rlL6W@@weFdaG^eQq~^x&KPSumEN;RGaHDgiE6S=Rwt8LNXp)6m+f`yoNa zm{nEYRIO*=P2N_gqZkDXFp_s>Wl4VrkcBE@ZJTaPMAmLGpoh63ksu(SHpKcR9{le! zM=B+IKq79%%NcZ1bIuR&9!CP$>X)F86k~L%$#nu%3UbYtx4X8)PWDOty>yhTT*YoH zKjRHorV6Rvn+|w(od9&>hgp-CmLzqso~*l-+1D5@>Bpi=CcFC+=|0ar`nmVjR(1RUC$3}&H-czYXv0y41#G2 zaK3YKl(I(6;ZYn_1D2R=8N2}PrLrCMr&$HFz=3?*{wKhw`b0Lq-C3c)?0E|=WaosT%Es+vPCOZ8 zqrO-4=LvkPX1Xiv-j091f@7|+TJ8!;kWt@k06TS83E7^;amwo93_{b098LOj5y#YB#}Zj`7&N= zNgfx5EW^m<{%tj>mk0y31?b5_9PM~yVOXt{(AL9jY@XIpS(UDnjA&bGO3+*o*ZPn1 zryZ|mrV3=fb_PuuOUYnl3+Pn}jswE(5-%FCdQp%}Cx3Ylsj10Q+OQry19vEpM6!6` zj+Cd_f#zT$o*P_*4A(mVIZ_|l_6$(dqcO&<{&p#T;)*fA#EY{G(Eg0sGuZTS0vXPz ztrWTn4dduW$g%~Qv!UwpSs1iRZX8QIpM7u<>~!-)r$;pu0!$f!VBq4bM!u@%65&$^ z6C1fUBbc-Eh*9OzEq2_LbY?@q7a-F3^rSt!tAy-=nIRb?%jWmtI@l{o>sJ zKJ8J=-;aicv&EjuLg;MAlAbSiiyz=Nn=RegY{rkT%I9|62n@vII}J423SmvR2BuV)vu!FlYA@bS;YsA z0p)`=5d}Mfz}_>@Wr3`e70~*^}2lZmYDqW;|rS;yHn zXf8x0V8c!TUwdVYIG4Yds`M!gK$6O?foDQ#3<-g4iKRWurMZ>5#v~zzTZ86}%31Tv z=^YZH#Q=s|PxD8|Ya|ETM_}a*Z?-_6`F zo%B+_PWacNj9&!Qw97#tO>UI6bG5yY_EL%{KiX)U0Il3rXkzLl;qj`mLuwgvcZpmB zsK6KTLPLMOiKhqdncktf{OU{hl^-G&<~z`ch#P36AGtZzcnvj&y7K3D*mweI@k5<% zP2X;eQ%OV8_a2$l4{A?#7_SJTk(%n6_ez=wUWcc7odmnGFxB|aD2O5%Vc6U$U#4UJ9%g<4BH18et z3lH?7u7UfuL}&wu{ycF7pF+2RMXA`nr*5kkXsIXlwKz5?f@8jjZOlOFN%6%VpzEgU ztZ8uLWMa{0yJ-4jmSL>}SjhXqyv6ou$b(`*b=$z{>ADC}rXEMaW=h60W@x7Hph+@TsK{>MRvE zetrRt?H!}s!d?;^0zDm9yblttI_ z>C+N^b98IvXmxFAN5JCi+G+sy|C1sXJx3ut9$|KQZn z*<;hd_!IdPB|7^9ii5~H>}`F^rN<}9q)}VEnb<;L>#IuXVLT{@)Z7Z0pABycQBYcP zltx*u%ZcH)YEK5VjRD<74iRZ?mA9|K?H9fKR=*u6(0Ybwcq9c?1BSg*9MWm1x@^Gr zd6qVr)5zSN3e_7i)HYvEU6S@PM$f&2I^&+kLo73ir=@Ptv28@{S0AZNnc9*d^SCBe zhgE^l!#3N%q#j$$L@+K=37e=t9?!g+6u0W*@}Acz8=tmyO*LV%@%Faht&-ZWU^1w% zwF*6IWq8m9^n*5z@~hJ$#IN7yoH4EyZavBessdqNX*sR#E%g`Bkg_47?;~W})VKCX zz=)bEdxsVaYl>6qQYwFWZ)OZg41JQS`uS1j$W{5fzL`*~uQJw2`j~Az>ewDvGPJYQ zJgWU^r0UIVB;vbihfebDnNhz~|9MGCzrl@q#{!VA@lls#^5rWhEq)xHBQbyKkAj9H zKPFwe1^Rng%Vh}-*(}#cW~(!#QG;17!F7OkV1Q2x1f9&KB(~jt7aeI2sVP$<+P=hS zx~irKw_LGpnCfH$(%)pjCH1pk^lD7vTDB)*HLf2cUAz9?`fVAvy#>mW*6;{u60&^{ z%bCRkPKiy297nNDNiAbf6@^DwCCEL-@|1=s@9V$H!m%T3dBT=V^gXLOw1?cKs^B^3 z!nM(mE*89dtNnv;;jjHmQ^{hAvlZe-ibkT()7aLDPTlF|YkVkSv(dt2;{R01*nF3Q zbm~o`-nFx5x)*PnCGiWHRfMA^`qUjtiIP2muGHbP@I7dJ5&aV8l*CMo_f94-wR}e7 z&j?rgK_o$F4X>0D;()Xx&m2XKK@WrO+NV?U{&q3T-t-b&j?NGR<|PhMXlBPEQLX?f z>XpqW2OQ)jr9F;`WCy*umDEtVjb_a;5t!S3Fa%lqokuyJr!2ml)^l%4H>-16>3|#z z+$=L|6qV(W!~3($H%4S_75rV*=)Sg-5rEA_2i=|8cn8M6P;MQnrVSAaWk>qQmspOK z1O}1^z@a>@u;R+xqc{!!KKR)7< z(wq$y{PnW6VZ9Qad&FiYsxWe_gmhvD@|&se^ru?*C`eIn_Ga?rtYmr80{Q6`An(}D z)Yn+*d+OBV=c)bX=g{m+D!$tVl=q`F`^`wNir7d=X>zIHt**$^w0uHVfzgt~V$;tR znIvC#hO&gi-z7VgE)sauyDih zli=X-=!N*tGRc_qL35WN9QvLC&1XA6Q{xL9h)H231#;4>aY&IandR!{BXhYm;2O~7 zd60umia9jbEdt?C2}o5%pk7d!O0Ed$@V%~2gMPVuJqfndb#=4R95=+|1-Vcqc4g;elqAHgdN@%?GzeXuCg1 z`^~M~EB<^8nb`sYVVep4$GOUzw1)BU{I3TxG;~VXA#v3e3H;+|m-trt(%RGw6>W(H zHX*vedrpl^e(UPZZo_ixxm>|yk;D7>M?BXo&l@D~3b{xvpszp4#bo2y6IY@p4=z8S zK|iMZLc&Pru@yqcJs@Wi@2H0UV{q}z1V{Dr`&fP;Y}gs;V~20w7<~_93uR)4q-_;e z-|&{Tc44xy7-_M@1L_Yk*kM-@?JXvyL?IQDtj)T9uCH`w{V(vCxm~Zw)XSi-POlRi zc@cWu=Wd55j&Eog-QC9&kz^1QHj~Pc5!CY&blrIkH&jizDnRPiFr}X?MCvPk4;XNwfKFLtv~)_8zhzNl z1mx=^I+ERIpnSLY3%}rYzj8;Ej$y^iNFhJut_#rh#Rt5ok@W=X$Tc-&sr54@HAZXl zM(IaVjPVXiXdY$^L?A2c`zmBX;5fid=iGvVZReW74J)3j@tCSirt+oG&|D9CjO++{ zp&mQPxq8qi7lI@6uw^@Euq38xl6v=Lb9gfNon;OS+qrxY%&VR^#JPS+0s}-Q z4vp~v$h7{>+-w3RGM=xgGX& zV)n+3qW~ByuiHYFU=LtESPb4T(KR{cZVcWVD~5ZV!>O_PBCQ!q5EHO;E*0yPl-lVQ zW(_2rC{vw_$8eB7j7M6Yi>2=3^heUN`7&%1@b~pw%sJkV1wbg31lH&b%7~tWq2n6EEY`!TnC*~I`%w4wT*pe zU!;UO+peW71bGrfLzf-lHOqvoeQ~^83Ai^Vn>X{!O>4N=VKY(QSG2^G$Eq4B-14Af za~PgAD7}fI^W4*qIO=9=>qmy2i_(*9K}est0KT*vxpeYiP|2YYGob7RpJcg|Et;!_ zym=+HH?66^lw#9pc;r|wOY`wyJjvu{xYzNrh*xjQwq((es(nOu@1@OzsN>ww&4g?V zL;Mi0XqcZ9b8Ah$XRU>Y)NFKbVz|C;M(i41d0@8yhc(>~ihm09J@()3vsR9hlvbLo zp6SprL&Z;{r4Ng?(sdg;-Z~^J-`EG*|51XhRWo{o6cQgtkCm`8*;2?{J_ zO{tYFrpOz`70l1)afs}w29b^JfJEAY|6YZn0HJ(qEF>-WGb)I6F!>FV`-)pA;LPMr z$tcwn^s5Vhq~9$ZdLeyn-k1w0|DHEup%F>a=K$VX}D^A+0_G8c2g}s^J-9b3E0~ubtlh#tU!I+hku>VE+NG8ujwKuw+ zq1~VHyizUq{z#W6)`_#X%~RwZwe8m{Kt)>Bvos}(_M_Ie?RNbY0L)e0Z`UsD2PR?IM|RNP#o3tQv#F!OtKE2B?QbZF-5i z6_geo=O^2Z4$bY+Il5oW?wcg9KUx@~T<=Rf?(Z7F=`L2!0WbIbb5l;jpZDKsEWQg! zMh`Ac8>|;sn)OWHMLyjRTbH*@3nGn>(=o*U3OU*M)%12PmJLN z2CdGcpSwgO;6T?LZ~tKTb$B*cHRM!gvS{yV6qu8x%fT>YmC6E{!^~g17i^S=+7x^YZVEmhF9y`Z?)T1TLIi zywyEOLlFJ|wjs4qHQ>_5cNE$?2moAdnQ!S6mWVm;*Nd4PmV#y|__TfIV}G4enoURz z8L(k_yh-Qw(KG?Q!meBM=hGfm^pLzeu~!u38Bx5x zTVD+*y}|5)*(t}&$F1jGZ6Y!|e5Ab!`%?RBWr+^ES#S@h(j`H_Tt)aN_PdgA^oL-R zuD+#x?nvwr7zP!7J_~_30>fUhFslW`VhU9J$#_3L>2(g%P_5K-C|!T{bY!lP{Nx3? zB1g)shVNwGJo*^Ebw^@DAxLEBd4`S|gVGMaR37^Vo#y}wq|X{3MpTIm_647Lh0VDSd*T}dNS9#=ROa}Jzy_JDZau=CZHipZzwQ6Cj+9b18 zByqLQQ+)w(o~UXBFIOs-cDp38V5_-!w;-WWm>_j9lA~6xV-6fnlnIVuiS^8fM+urF z{wXXJ-aRl-HfEQma9DrdWXSt0wf+r~-jf6f3r7N(y)2%13?b_#FBQ4J;NzO!$GY4= zkq2A+8laF}oWc=@jBVJESrCI%Mh+a+YKRo+Qb?C9)tNgga5Kx<``rtV7}EtZ%Nbmc zd*HS4Tq(N@sz%J%bE z1O&s^TpFY!fPg8w+`qSV-VsM}Zu)gkLb~(C%HIL#hU1U!5n@s%91?1=!7-NTW*iXp zjhNaCkc$G@g|rk>{#_1+8sh}ziquj}|9-DRZX&PY;Ikclnk+bi(8;cN7wd@SO-oci zigzcG%o~z65nGaHMrA2EibmaJKfa~#_|t*1p6l zTn_`(Ms3@_2E8hobkuHOzX(AKBo~xg^`Lf#n1AU=PaRf@h%gU%m&b`bWB4UKEvrNo z&YO^X>H!56QgyeK^;11;bYUGFa2@3C8@5vWw!o=Q`&h7T2R48hq&V?fsZ)DT;sZBZ3T)Nt%F(_>C^Vu zgK|R>2%#l$TA0|Vb6&UdQozw7^CRW-{x`cIr=I8OvSe_y@pBO++%)qK&FfWnU^hMr zMH$}Y7Ja);-f=EgWUjxCJFqIZqSd|3f*N~2EuqCaTP%PdJG$V~r4a5$e66CS^p<_Q z^WEJn16yP=-rF<~$JA~OVu2<@c}XT?sU%9pvW!zWkJuqk$y36XTm+L5;nk}i4(h9{ zy==+w_1h)XY&9UL_WS%;A@2avNA?+Yx<{JYu%YD2UJG}5%T?F{mze5Ow72rCEAU@9 z+%K)~Zf@Vdb0()ag=N8iTdU-xU&aWx^UE#5i5zLM0|2Up9RLCj|KxF`V>x4{;}rUg z&(>8ipR<23#Rw5OOqsU^=Vi}i#TnISaife5xdV#&K#gU~Fn}0XPm=Yfp-H2ovY)FX<1odI88BR%wfu88l4A6POkNEAcx)80($OTi*UbZ`g_&3-;M7&B`8o zt2+MCEmMn>-eaf(qm!zX17p@0+;xIHVL}=YgM9!3@>dP$SrggA{oxYl1DN7|roKfq z2Gg{p!?o`2d!xJGw`wBpy-aEf5*qZN*)~Sp8V4hDNs;I6*(khoW{eupj5kjoE&GbN zd+%ECD~v>c)C-Bn8Ecq`5cT!60^BP*z3AP;ka*jReUr;m^|bWQ9%%u_8FW^(G&mNyjzR!cvd zK1hyvo(hf}7I5T*ay)nO?GkicC!S$9ydN`0K61UosqHOYrBs&5M&cqn2%eEeHJZ&L zE?W}SibyG~c}7_ii<7H9*9=!)94c2T9bRlx2I1mCa-j`qIO7~@$V0Pnd_Eb|IhvlF zzpw}b3U5W^c-R<=5)V1qi1&>6fL*~BiP|ytezj)eZK3D@(dVQS>YStzwKh<+sP?Lt z;8p#!Jb?rNhY20+(u*(v$?HG(pgP*~>dWX$#iu7(q&?gE6{Eh7?E|6y!Jvw-qY@n} zXiFc6x_j^#F||I|Dsh}-xp<)st-Se$W#Rp{mdSB_p=mhDQiIPlUV5?o>I^!6J?VNw z_O4P}P3N!DXiDQLim{1vmNr640~KT5zfP-WTNY{(RTky)V&1x7%Nv|XiO7!w1Zdah zmma>~wa`Ey>I@ly@{(gVh9f?nZ;ZswU!Cd8!sCp>WL`8hvVgvB_O$tkwB2ya&Tq_jdn1PRwNI)$tc+*;RAp<>N`yn*zix zkX?CMHT~(C16*|~?LlUqJHzCDr&C`=v^;r3^yF>Ybrt z1#7y%7UN4c5`D-r6y}<~r-V;SEdiTt63gy$KGlQB;qrD5rm@6nSsW8v4JS_I7sBpP zsT&|QfTU_rURS+`F`lvP*>p1#?5~s1caZjPdP85uA)?w=SFePZx>6%KM8uX?2laie zK>tzxqOpP)=Qejq4Qb3fa+2&)4EaM+SM#O3vK{uNSp^|ypa}Tc+Y{tv^?!`L&`>|Q zF?gdS1s=9r&t{GvdI4Hx+x9MbJqvr%*QnGRJUdnzb$tzVFUK~qtSq%7MvmKCGe(?w zo_p5A`J%>>$`M0*-JQi55&vD7Fl_E}Ak zm|bP^ywx4}KCtp@gE2VTmkY#n(Q063$Lj^!wy87KAN;neyA1@q{g(dUjz>+E1Ps( z&z)KOi2{BpyZ&CIn$MHZJ*)YdC%(myb*UGwCfEGxXCoQG<_-+Alxt!%BcEj=9wOH! zzjs+5S*dv#D!81oRi&Ia}+x4pe__AMh&4Oom`<(!b(@p#;G`I^0 zLiA-{P803D+$u429)HUQb{oaYwymKg4ALyG2v%oEtV@aecX#bcv`G0GUjrRX%)fy8}w zw>+*@sc6)WbcH$&(Yir8;rI*ss^^L1%@Bp^3zqFliv<61$LxtgMNgw9EjLg3djy94 zu>0hQjC@DXGvYUXu(O=G~fYV*o^%xbl=*zmBAZx1>h>*|I`EcV6Te z!O>!a69D0o)V$N%CzK0)l{n96eX}9#<>^?<6{bML#Njl#-W?1pP{~aM^f?*CfK=Q%gO zbt80)VHb6Po0#W>F~E83fnJjmvfm0wRcx!PCn(id0LB!a@&1PS!5^GcK-YZ~2f$0u zxYCl()hGWf&pDH7S*@g=pnT{OfKl!`1$Lm`5%j^e2uzr{SQmk^^AD4k7X!yS=K=qv zjcpJ7FCp%-K92pLp(b@>cR5uwEz;+WrKyt)bevy|0HfhhZz{uXt6RNS%fx6-RG&OL z_rz__8q2QoI2PE?62^}_R(nc5bbH56m7T0aUjPDR*vz{Mg<(_tHi+Enu(l$*m(f1tuK4h_`nx6EcP`tzV;Wvd!t)( zMnZbh3n*5|!frkd5nEb{X=E4MsTarE$XMd77}U<&g^to{dM9Gk({!nP0eR^zokcn| z*N-Q9J$|12?%ix=Dd}IY-p%>Q8E!%|OFQYbZ;FSw19I5r;10cn*kau7 zIGA^X+{rfW)rD3hJYMX%D-uLT&E2`@KH9k*BR>+C{Z9U6q^8*QC#`#zn`jL4y-Z}? zCw`R5im*zXWMh&GHjrxA!r=JTQGpxWqQpiOP6oBHb5xsSt@Os8#4kw&NnPV8DXg}{gFQ2u7sB&A;aypS<_rl%qq@V@nr6E!xGxkEJx|!+_RwIgo#1E$WR4ty%33l2%RYoD0e} zg)Jqz$a7|ajK2v1Y7iq&8f@{k+3yRUqTwb3$FkbM=Znpk66IL!dufKYJ+76TnBSQ8 z#z9V>#p=z0Azx|hEIgF8$aCV@w<66vf4n9rED;rY#LJiqAj1JETh&5{jxu9R`2@;b zBH@Ue{@X<#LfZ#X{N{8nyE{T)yRdf5v#(915q*|ldtk;rXqT6QD12MI2|CQWTB8oQ zr+7aO)MsPEQ9s9m;o>RJy(=$)<}Xg|cB-bZ0I-r1dgKHtW=(S%H3F6bN0AofiCJ`` znE53;$#%&HKO{ZW7eA86*>HmS?~%OTAy|4;eFyN69YN&W3vPJO(DE*#_I+O^2a24ZqqI9@C-fxsa!{ zpP99XQA2eMJNuG!m!jvN&l+D9%}E=S_m1Zh<&o*r+i_f@W(%^aoy<+R6oFMib<{&! z{tY^x!f_$aNz0~+K#uf#Xf!{{B8uY{@VYaWqYFJZ~%{s=(Ac?+^ojOn5r`kP+hP-M~8n20^E1BH&R* z3l4PW&js~wg{?PNXGAIeO5#C#lM6#)Kk8?<>L8ZbT4aV|%!g8V@jwjxdxMWHsj=Mb z4Ie7*U}F4$sVHFWa-~%O8NU9JboielK)unTbv@!_xIj)|>g=k-cK!DhU;SU%iz-$o zURR7rutggy^60z#b(DnuEbds$&E&L|)U(<3TS4Fc$a@!f3(g{NiTM-Pn_H(-E)ddZ z1~M1Z7q&5GzA9zD$H8)`SGH(1fQ?Y@j6ZWe+kKuw=C)xzmO%RVKYB0FXMS6gvCp<& zQk~EeY{{#t4qbIa+vOC-9fiil-DP4DoMjN~uCbY_x8rNU*srCr(A#yLDaOH5EvdJe z>Ngq>#C=^u?k0rN6HTY}v9-ADa0O!hbJ?Q)>k zaUhoe_!frfe)%Vb?mDhUhz6YU9g>WJ=9oRhT+5qvsR!fbgx4SMFQCKkc?vIF2|$K< z`-!zO(ZA9&W$!;tIy1Z0W~%X4RIYun0uqoHzz4ojDt}N4(LjM&ZrQt=5hc!9YoGpL z^18zWGwF;Q32BAQ?m7i#h%pa(*Y(eO+6?$H2Ns&jjFC0JAq`E?UC9u`n>J5hnvw{p zRUc2Eoa;(NoSi_O;Dy-4?06-d50WlK{kRd1)YV-7>>r-p7X4L6x#tAN$_xcRa1B@f7i;f7i}G5+rAgDPBFtC;P#Vw zBT~>FyLXyHx8BKiDmfjs-YYaiQpUa z09y-ZpCN1F(~%HzQb7N;dIoap6zFag{^i0*d02uA^o>>EbKCnoLU8u%7InStf=YE zg{=v0ditvQs8TvWNeVxwnjp^6mS6 z|DqDoAt5QhmNJ>fz(hl9-AO-_Kfm zt-bGiJumhfSW8DaInVPrj$eE~-``c^u&*v(rX@k@KpetD+<%bpUWs$RbVZVh?P}uS z1oS#_)yCfhsQ#q6lc?r!B3ywqdpNjxL6DG-ABIk57N~Caql5>y_Dfret131XLyMOX zpOOW~y6A3F73d^ptsC7jdFRaV6*6<5ef66RX_CP7^16gBFND$$dB0-TLeFgOJGKRH zNo8e-tVxEP`SOPoQ@Q+67C3bbp=RE0C*&^gMmiV;iRKoq%sdC?FLwi#%Y0tsXAlOe zwo|XfHGCBa=16!&$%CJ;Kg_+PpwDR*rjzF^#40QPyQ<;{idu|$PLXC|1I9*33}_ARz*IM#j=}_+?a&EszTjY$*k%YbI|njn z_|=gCrJ^|A>|k}fdu5xF(FgH?9odJ_$DkOmT9&jYZyUeI_1#o$vJ!M2N+&qJyYMFQ5Xt8wC`>e{-c_a*$P@1=PxOW& zH<)&s2|Y!zFP&yw>P*bRR$j863EA~DQse_m$$DNU@zWTqP!n&qY?}&n)KSAMPSw}VF9;!6MitzNUR~o z?pd9wtj>%`3VR|V%$?NuSy#uwAq+*jzBHvhUSiKuYuD@?mF1mB*47iJ1zLT45k*JS zGq@Ed@DTf9jf4DS^Bdk(`hKO+R7qR~*C7W`Kjb`cEkb#bJ`WY{k^DHJqV_a0vgSI! zPYF_<6>>c7k|h)sWI|h>uDZBKhy1*t`f*8VYWR_>r>JjMM>6#ALjg3g(`Mc^h3Lv{ z;fMozNaSE+OV3+!^NtYK3?aShbV3@S}7II;%o-`PSs>vU~78)Hd%z z4B(E3uDR7eB4A?_YyIpPL zv-dxQ`|cMzYY=%(hw!X+1jbK_J3g}^L9mpN+_^${1QXgM`yl$=55gQZ=fC7BT+|`= z9fHPS)6ZkW!N8zdzDLZ~AACTh0~?9zns{S%8j8 zUy3D6g-~wq0@eo^K_VNU;+DLODD2{E6}X;;f6?F5AeL1-uWe#nn>ZU}K8kMT)qw4a z*xmCl`co7H7nqt9_NE;n{grDNuDJnSeJkEvfYOI!oaI9je^vN9eS8Cmqt9=;HF-`Q z78N~oKgiqnsL-vBV@hDz3;Z+%aE+ea{1D3FftUwGirRvz#79f zLb7IX>+t(?XKHyKc~K37$(Bon^PoRzmo5}TtY99^1IDLDJg3&ZVNWL;6TqU=L5@q! z|Mu6HzVG`i(-lE*Nn#2;{0HLwvu39OdE`~TTN{`wwS(kZEh?2!kZ}Vm5QmRn)~bG? z+2ONCDnO)Omf~dpFjVz4@zefE9U8#U{*ka{qS~T6<2eqd8lr~nRHW;BXRCv`z|cOzi3jp1tTWKmgD@j6 zJpH;z&3E7mqynFG`qg%uScb%YcdlIeo#Wg;O_=wst*Yia#ih5r@H!BMNbR0|O)L*l z&4f&P^GlnQ#a7T|n?zdi%HSV%nG}?p?1nUHoS25k@=P>t?si@4OR?qaifcH;7v^dD zg&u{OHXf)})(zdmGsjXLEU!N3aOyg06*P`8Imv#|*T&~m8RJK`O%yyEpF~LoxmJox zh8fH7m@isnRndhl!#uQXw3@*m){%zF-4i1aJ|46={|vSn}>gx zopglUOJa5;$TO6K34|SsZ9c1$*K8#e<=!nJl)$LayhHRZ(sVCZBWx+REXK#5XLPLx zv?}1 z__B*b`oUAYC4Vp$wEf4hmkzLkh0Z$i<}am@y+`G9X*jNETm&5?hwB#p5?4gYKeSVQ z#`A}8x_8d!J-3?m85!;N6cQ&&Lkf1Hlw0*F)wuGQOHWQ50|A6b%@u@elm$pX=^k(IY`ZVpfCf+8Wve&WIHhB z)*4;fYKU}w{}>t_S@1^#-Zd?!Xq-!}Grw#;DDiHWw}!DB9>?O7hI*K|G}CfYZLCLW z*}fpkl4wJlVEC#a*Q6Ckt3_lj)6Y~p*$$*J%qBBGCw6@mn`^r_H23M){GLBnzrI=u zi|&4yOgC3bzm6_|%)mVAx9n3HdYr{b2Bl{JW3ni$?;^&>&vhjrZ~V^tiWij4o_$PA zt~(C)eNCh{LlZZk7p2?6>Pc*diHuguWbV7>_{QW)ed{*+bkL)xQ${qSP$Z^{6WYwk zcuTOq)G_;5S_LIYbnlRp-%;W=Ps(}^RX{P`>RD2adw*#5^>Kldm|P$0t?e2x3w?!E z=%E(uB!`WKBWq@ygnaZ&i9;WDBJ}QfNpD-K^*NZZ)4XAGGb!T!8(eCv(6)VM!GYDI z{TzLjFa0x9b+hv)Bo*i-hUujEzaI#C(sqVodS%a{7SA%@t{0CVDz(;+cr-Z2N9vHZVhvt zF}mt!8whx`(Ekg%i;!cy7z5X3@h#buFSn-oRp#V@ukHh`iATWEce~ke@MNAu@D{-h zxi_y#se2v0Uhi~lirl)0{&0Ni$MSxQ7Ay3_eL>w@QKQ6^{)3AooGfjn_NXrpZ#l74 z0BhSdRVR%Cs|)h@Dp=_lOXvqKq8Qx}n)+takM%EF+}}CgA1EZO)3;k6`r;U_Yc2OC zn3US$n)dE2@Nc831!B|2zy4TPK%2KeBaeTTB6a=SN`^#UsVQ{H=u z3@^}T$4iY%e8K;I6xK|FF{?+`O!lwuVePWKxoY+u;(H<227VRTv$ivzG;0H6aN(H8 zmK*b7OD)Qa@ZMGYjT@SD=>*kM{R3k5OH%G&o^z3+FA%mA!4p}s&wjjV#|qQCzziHl zjGlN8k&tu?WX3NN%3af*NYnw?ZQ<&4c~9HWQN9+8UZGG7+9&iF11^7ec!E2PlU`py zcW?j39^TL#ToP_MNbY`VGmp=;c5j(V^I>|6Ugz9&6!+h2Bna@h)#I2R^TKrh zfpQCj54|$>osw3yQ2iRAd*D5@cn%)eT8VEw3x`#+K@s5%IVMJ|0+~2sC8d6nzUVeG zo>J&IxmLJpk9XR4hYI(9|E8f&T1ncFOzaJNjeF9yAm{e8G~dGff2`n^46>HE@KpW# z?)5RfSv~4|ok;o)mlfQ+$277^m|I5>kd67tuXJKbtuQbAziwdY6Je})b)69koZPf< z`M>YV-w)sT*RS&5`$kRmuUEY%A6Y{8pC9n=pYuQXHbx5`>F?;ckpJ0bz1bwyb)C}s z>!f&{d0b*e__+D`uT3Tl^l<5R43ID{myaTf-~oK)!BX41n3A4m28NtGbr^Yl_42OV zBP?JF|J8fMIdj#n>EJo0AgF_LFQ67!l-3ylAIXJuapwiT+65sj3fl18z&0=&?DzaM z2wk@98h2|Ht4O;FRMJFN=8tDg_AoZqsvgUGRMU(X(fbYs_Q%rc$K%o5s{)H-mG+&% zZ59XtFsLkS5saOD?+%i)x^f=`Pv>hkIfX&wpuip)%o-pfgscjUhTnkp*OA3935I2q z_}HZEu;xL8PFgEa`qvdu+wU?ELe&wElCbyS3R?CtXV^kV2>#R)^#R_wioB2 zA^ts+I~5_mONW^oB4AMBX%1C$-{ZqCqep9%JtO*!^?z_@>*j3Bg4_S&1whYuc`xk4 z!4I*f=WIt6yNuN#^WS#oYkyu7iLa4h##a2bZG8+fQ;3$lhBV|CR=}0M&g6* zo;rg+%2DRmBJkY%lkPm?2vS$I7b%#nsCkusZ+|aF`obDBw9M6KqxbjRkHCI}JH< ze~k3y`bh114QzT};or=xyB(yk5-Y@} zMJpi?9-0%hJ;H=vjLu+!c_rSX9 zxRuV=G6hyWWfF5QL&~OUTdUj&wL%>UjR=YdoU{%7YK&40l92qGV8;y*`+p}clH1Ax z-`0Z0^;FvqCb`uY=k7q+dw9unU;TIenl_zqJ;yT-i;PXkB-S>Vxw&#Ar&b`eO6oJW=k{3f(^^Vww1(%4=xNsOr`YMh zs-Px!NVnf(OUYz=X+KodgK(84My%rsQ)a;JB!+&PqX2zuA#zZDO29ks7iI6hz9_%m z7MXo>^AvbQ&JU+PQj)I6Ox5|QQ&{qn8oQ4>^{)f5@5Pasvm#j!obH^t4zt+Z9$Jkg zsP(H2Fk99E(h2ok*C{6nvk6As#?qym)=oR0Wu@t>`HlhgyW zqjnPaXKnE^IPV1Sg?3}`)K=Zzu8%i+m>dAsDUEj&M6p!nD= zX@}1%Nx-eOrJB%5c)3?IeYg4w6a<4L74uyqawd;4{*=HSSg4%Z12DHbZx2fCeFs6Y z+<3_e%0;9tYau`w5GTi^;3&wu3x>FpUz3;W@jm&wAC|*NiH?y$d$@yf_aW{0*BCo- zMf?wB|KNve{lWBYYkNYF4AVP;)q_l7aur?h`#Qb_5~`ILZkYFTd&dH?-~LVeDF+PN zM=3!4D(fK1io$fr{O@hTzA^M<@VE<}C>@lt?u&J`-`PdmWzZ3F4$S5)U%) z45kS%F;fC*TQSNx>(bC97|0YS4b<8rqzWl2Z}CsJy{M1MeeONsXgN7xc?3>j%!5@X zy7iv!d)bC#ujRr(ZwtPtaP;TShG<=)>mJdT75jjDY!}hm;3sSfU=3Y%I~A{WEroFr z-MKfMx!U4yae2}_er|GU;pkqsn2vUI)d8dfX{JpsXcfBcYUZ473&s@Q& zTK9KKF!*ir5+M?1C4ER!3q1QL-v<04PRh$VAF{fjRV)Yl5Uk>)o#dYY$F$gJgVMK} zbeK76^op)%!AERM;Y&DOc>^&p>LvEMRMFcsi z2!(%MQsBsVZ4r)je?T($>5cL9zmY}}uFr3CMkSRF_}@74RrrU4WJTTI`QR@J#IXR7 zYm+T}2DY#MT|ffR&yZmTq@hV@DEEe|BR@p*?7|`SH2=DDYw~S9mG7i_>60C~8N;j{ zfKhbtC4l^Y`vJ#>^WpjJRQj0O1sLlejF8`B*XHlTeDT58$dOnERZ%Nd2gt;J9`Act z3^(R$_ZCUq0PN2^Mq`z(e%9zIIMNjmTx`JF*iCz4UsEPl87c_tcJ0Cpw!R#;_nRR7 zXD0#U@oxaCyH~^RD0tKxMypz6KXPx+14Ks1MbZ`Mj%8Q#GTvYzSUzRt*zCf z?w70rMjUj2wibv$9U&At|K!FEB{p8U0QXa;Y%yJt(ei$($Uw7h45DlvHvT4s;oQwR zo8%A}leU~>p3bzQkN;Q-cz;pjmeTqGJiaB$J`nvi={N<@s)!HbY77NloXWa*%ntbn z2>#25HOZcQY;$6{c{|E?d$Q;cxcnam04iI+s1Zf|(J1(~ML3IEiLzbwly(d`f#G?S z5a+pBPmP^mT-{&K>qjH9IF3L-HJ&Z;^Fx6YdwHdGe>EN^;IS=N@mRiG+Taih&ZTpW zIcZ~x&{9@Dhl3DieJ7=%0UQQ~1pK&8lXus1Y&d>hg8>yVe0OIM{6FdOUOHs(e;29A zZtpdbhMI!AFS;fJONoglrZ!j7yl%4z5J(Lq%u!Q}SkPMIFNMWUQPPnW0nDHgdK9&7 zgDd1oXZa(KK;p7tFOvlG%j@XYwax|5KS?%rdN~V&{Su&i1D|B6`VHED!-AI`qv39p zq7LtkAH)Q!&X+wx=_3*E9_&9&GG%c9bwJ~q=hEMuA2_L{^eCBJXvpXUQSk#Q#UJoa zIO@7v8E(6gC`ICXie@m9CP`5AD(I{wRhct50<-x9lgrzq)Z+E&AKv=xfZ&V6J^P|3$=DfOos47s(clqFG;j-b}2qL^ybF$Nu}Z&DvVRxun?Gh%lyZ z6%LuHbk!otg4vs&6&3*UX)i&`fS9YUD=H0fVU3h@^%aCaR;u-9%j}Y-L=4Ts{O9w=) zeo>AA4b6c7bz3N}k4Iw$r-HeX#;F{(9@I|1wjWzqSX*~?k4WY*KAi_{{m8&)1W(>q z^|N=|ubUPP1P3K}YnK1v<~3X>Ua- z8UxG`-zq|s^~Cdb{%XUH5St7{CL+AhCX34{iCv~$?lKBuC4ONNW!OfY&|oj4c%^0# zi($cIFEDmG4QcdjkZF3y-wNP408vJ~T6AWmQvho*Lg@jhh+)^4aaz*Xa9mDL6snc8 z?QDN9chmLmb{td^HHyW|5ja&S-Pd!(smYHUpDC3AURv7RhK$-V!&0bXP zXW$;GIDUE$xZ)<+16<1*KOUlpR|-qb*s>i*PJ2EZl95cVI($?&-bvv?&2Gmr;WqIS zysihHE4xJUgH7i)f41q z@#!NhTz&(J^|8;csNNS;E-qCARnxEAfc~96WdEej%-0B7HRBkK4O-v!JhX})1q&J^J_&d{bzfpdK*b3MT$oLv#_ zL_Xsixf41#^yMMGr6%4eIZ9p3vVF6Y5$*7z`3LT(7F=kPJX1=yZskftiLaaIn&@yC z_h+_}jg_gy13!^N^Lahq46eE{_aZfzfbKvdZ9-hjUXIy%*InIh zLTxVosnak|)zJaSD_p?LhY*fkpn{+vyV9I53#S__XEQG&Tj{dmRAb833?215`9bu3 z!;*^U^reqQASi(-`(1E2aaPGV4euDAHVlO1Q5b%Te#XGwX?MtCVOy_{$PQyDPVAJt zvp*S|a1hHXyn6FM_%NM9s{cokQk;9g9M8YjvZmC)im;CYi@#zEWa{$knh{sw`keOl z1QKr-MbBFd(~I}~P}BSxF{9=woxj|JRD)dQ4=q<8e+tA%`M2!5Fb$YvCg?i^TR5Y% zT)O%<*~~i`Z|P{C`4ij39E2f~Jyg~t2>DB#ArE5buJ9qz)(cDhFSfx%xwn9g5?HQK zR0&`Gi;C$Op2`C#rftgbx>@HSoZX4um2}=1>hW3UZiWh?eb$RZCS8Q#@{3qcOgV7O z>W1CGx%qZ9bGKFNYT_h!)+6=g3$v9C@_R?&mZXZL(yo7{)6*E=OZ6>(m7P+$n49B$ zY+^*%r%u4rzRtux$iI1wO~A45!6FfV*p|&27Toq+(MiN`5(bJ-|9+)m7DU(^I$xsqLjwN#>d9BC{HJhcx{q(v zwTYg!?*iuDK3muWj13YSX#3iRg-f(!qJ=q{4+k81*PdE^yA>`dWsPwM0`;c%Z)I6h z0{L#5Bwm7o@Nbieg7$)eY#V+e=T=LqNPO)-4!Wl+U3Y2wQ5f9;`tco&m17v%az9og z*QXBTHPbwVWTyiD=aK$lA81a340ne(miDs>GV;f1A|okoui!2{%WBVI+4|+7x{sGUckuvcnjp-0A9&v3baeH}L4NNoMVn9G!NIY~dEMDN5J>U1LnYJ&BJyFq^;a z-_Ffe=xU9FyP6|Bn@6B>UQIb#v(v2b#X0N&`ZKZmssMSVFuLkxT$Lh`O?>M|A*l!i zBATn{(cIB9_EbstvL-i}n-S}NLLpacl80`NrSfytP=+|-Pu+7Lp0(g-X#dGx$PwdB@4J!lI0JX}6l4d$1Pe|xKt+MP*1+DNN+0K3Pmtq7(1*rQAL z-@t@`SR+%{Qvu$8n9F!&eSfB+tlP_S&Zg&q0!xkWyUWHks!L@Xt9ynP841e1WDh^BdtM^to$f4ImgFx_aoVs;j_02uANM$UHd;o5Sg#vo3C!%V@zF>{OC2>y^&T!#g}={Z~E4uU+~I@?2@N% zC_Xgf&oz31IM^sHzlPCfb&72Kmt0Bu6jOi6Q{i3Sd=L%k zg4(?*>k24ws+|Io1Z-gVLQQobiC`O5_YI}Yv4k|2@$SEKq<-GNE9`@JPhs*pA8 z*kX+5hSHi(G(#6tkB!P=tY&)QX`>*guxYz;NlN13>J=bYjr@#I&(8}6%;@PecZdf5 zigJ<&Tak(72{Q86MCJJF5i5R@yh0IL&xJ26bMM-QY3bO99QASGQ_M?)Opa2Cn=Y`CLdYI5%o!H8X zjvoF(?AbcH;M^r~#}K&yI}FR8;@sm1hXX@30d_$&Li3ux73I{MDEj`W3eS65&nhIV znQ@0tj6!IRpv>t(-GW0WVa$p8)KaDJM>0;|sBUhW53Fj|zl3o)_(!A;m9JB6m%57c zjs$|02SNv@MtsZ&(KhpcyR02Kg8$_BaM)qAkJ?eQzhC^q%wj;q`)l}{{Y+3$6ZM-V zRX;Fa_B}nW{6)?w6snzAA$-xV<~LpoNg!h_sgdFANd}`+2S9N zNblVG-q2U))D})SHf95Jr8YrpcwRG6a-dif7y@jr37hQ-TzrUz*={+FzWWpHxXPNWSe1V4sj`&}(LJ`j9PyqfG zbVYboF2?KY`+J@Wf=@l=DDHsaI>xoYnXIocrtmEtKDjkaTJyp?#Ux55Kf}ghrOj_D z+gHTJQYA_bfuOa7UU6baI?c`^^Y_)(PL=rUyG*|Kdm%yG`J3354iE<2OSrZbN7d>s zFi)II0(jkLm2p!6CSi6aQ;kfpw1g2>kio}Xb?@Non5DJo*1WNHs4^dkJxT$V*6D(2 zhrt(%sHZ>wxlKus`-)+%Futk!>Lslja!TqEh%U1d#8Tao#;=8)ZtOlW+-|w5JCQl@ z=}wF$>AytAAEfNq&gH^mg}tJG3T5_gvgPfwsd&?LHJH)Nt6vTi3J20kkY#6oFRuD% zdauPainDfNpUwK^7sl?Sr}JeTLB@ExJtMszAAWR9_2FpT`QH7sO+JoTr$&3jYc8Azzd{4ku*vHgA;{NE{mTH}KvtY4w zFb2}|8`gbx6A1M9IV6JI$x33_txk; zl68v-JgpV|nT(>9Y-UnX!j8~g-mZ9_VL3Kj_P2&|jH{{pwuG7YGb()qL(xw|AA!Tf zcU9oLf|YGmAVcR%e$F6sPL#c&rHNZrU$?h~jw8&C?_hA09VHPJ#O%4L`uO;DSfW1N z02&V64LMukg4CNCj3fFx)Xw$S7V3h}wa!iU1F0y=83D%9vD}qQbNv!%2ZE2f`VJwh zTrLFzjh|KH3kx#h%0!IGQwL08N#596dkCk~i;NBvuY9A^=3z7rA&?9l^&Xv8WONS! zkt5qsIiII=^>WXzFS+QKxmzeB1LC!~2z(nT0=)h2WbO=7@(5J+gu>%E3C(tMRBZ%@ zUaZF2WSL$^ZtdM`U>y;JKC~!Kj&exADjqXv=5-@P|jn7%4!g6kus4rvba zVaCa_A2$~E2z7aPrq}9FuB5{o6q2NXLBg2NK-tmgtUGu21f_%d6N3DE_SqnRUvv7mxkxk^*u(ddZ!|fQ zIDiAX#(8n8eZ!(WNuXL>Mv=z8SFfBkABpoowQx+5-|^DU@l(iMN9%iGieybzH-Cen z(w~{gGnthWW!{9`ZCP_Gd6}4hey5Gge3U)|p4q56&?r8inJ7?kPWPhZ;3%*@ zT)vpDU32Z#j09GHpnGW4TfGSNRezPxC2y+icStY~2b1Og@Uck)C6+wNRwJfS;LqVY z5bA7x8|`xP;B&_g12qbnj&fJqg#VH-7Y}I!d_xch=}@u2`)l#&ic7F5pkIHysOnn zq+d7ER&`7#V;jLlJP<2n9N$pWOp?sw^z6&$kgv`o;=T7b+?>T7!oM(vSl;dKw>#4E zjikB$D3H<gwG?*8OmpOtB?zlRDky*q)aoetL=km14)Pm&O`OKWS6B?0mRA(qiaE$`|w`XuZ zuibPVIpx81#TimITUUgNAD+P2h}nhFyX|{ZIzdjrn8CFIwJZjuk+I<92loPDpYdV5 zJ|oCS2&>Ol^G>mDhCh3N*VDxuQ67=mysN78GPD_&=z&K8@*#3^+WWl}(aWm0LF8GtGZo%hM`MI9#dcW1$C9_XqqzF+xbm6`JB!F#L>%YHhZbDmAS68ZV<# z&F+|->d*N=V*^LSElfGgyI;u|ZjUf8uYZrwgex+_-J=Y@B9wq0;iId3yER2t-+oo> z@ZE0UL8>`w7Hm7)(d+$On6R9rH3%uPtiA$ThA2h;*1tepBSO;dzMzn_gcW zO9v#^jlMm=)bJXFwn3}Ps$7ioSe<6GKN(coN-if4j49XaBJ@|i5adMbsYjadzQp&? zIc^=}vpb!yX3{^xpM@E^54o3lk*i$RJ8y)lOQ0(2KJm{ChH|`=AoJM{!<|?Wt;8OX zR3|I(;+W=juKDpP#?BAqe)&J{1QojnD!ug2AmPIw%K1vwV>8GIXTE7y+eGT}icWcp zcyWC1gfHL7T}gDKmSmK=g-7w{J+wwaD^=^K{lD>%ti6F6I37L`T>^cLi=mtpSP-iU zcMQ|2K*7T+#8dTKB%DbR$xNHfw-a(qGEw%O({7-gjXy0yE9N|w^WrHZKGXdSPzX9w zr&w^AP`NV1$@~~Xjjq#<>CVQCh{K{W_2a4&&R`62s*O@1|5)sq4UP;&aAdF^74JD@ z#^a9)UbCaQ=W4c%5}W2(uLPsOf-s>K7-}psfoT(+mndWg6`!(0Lri5Q%+HllRHItK z31S3J5X*?IJ(%YcUE&8mwYzSF>_t~1*lI|n($WVABZX1b7 z=S>HV&3{L;8J_bl-dt>^tqh^cSCC`4ww zC*J4LDEF7*Z6i*Q-7AFW+E~F*9T!nwHa_UZ_;oJP#m=uda(0f%Q4El^Bx4SW6v#d{B|R z^@-b(@j>L(&se|7EEk*4Zmk`C9Ryo55Md`LES>x(>oQWuY82@m?po;lB>jQbB$w|U zF5Y1sn-vnIL!C7wC>*7NwDPpKk53|Wb(@FL-$2(qAU06}2rB7Z^rIc-B#L)KxtQHKL{N`i(E;#Qj; z8MtjvnBX$CXA49sWQ1EhZ#yGc&GQ|M=GS%BPl7I_^lA0xFXqJIPqY71rzM+?NwXDNQmqn|wT@Ne-O4~ZP%vx& z_VC4;uWW9MjW@&-pMpn4Myu0I#+9`${?SoiZlkVy>pPt3 zj!@N&5DiUQ{?~n^ghviP%SXJvj?t*XD?fdll3f5LOhZros%W9(fmPtV&l6Yz9aki> zWwqo8diPOYoS?N+KDu}hNwgBB8fk{86UQcpcIK-j401qnP{w{g4u)Jkx|Tunw+YU~ z?&8R6UDcn~2?2HTka4D&0aMw!-_IN?P{xOnR+6@TrU#Xm-|xe%FL za2B@mmtbMet1mKF4wrj<=%lkceFc1swbI1zwdG+y-I-D^W!dt@B>Ly^#I*OSC`T6&gOc**-@i!BUW(VQ)fsp|NGEP&nR5MPor=QCa zq0h_Qo4;4gVtJO_@LhkHb+FU@r60mq58mO@yMOwloRZ49WNbD6*pMqB6=@iSk<~Rm zFt5@6jWj5z5{aLEp`1_gphG6iGkrV-x|l{0FFnUsn8*b7KI_BSTR)hawt?PbX=_Aa z`sK+g>>AS|_gEEq9k8iz^erZ46ezD#(;k?ICYx9cSFp6j%Ro_@gUQfcOOl-k%aYJ5 z(F=kSoYlH!C-A`tW*P>5Rf6%py-6!>lXtd$d61dF(Yo!#m*>K2yJDsNgK*yGzic9# z&wYVV!ys-GxEpGpU2frpDAF9s<#$WSi>kwM@9uQ)3<6d}^6s4O&8M{b=sNWGaQwT} zb9FoGvhq-18~a1(8}G-CBWJNWLrb~1?)n$zn&*Utq* zUhba)QO_TLr^Ou*@3?`eO#eMzr!7jrdu}koT1zpg+;iAAVozL39H#gFO2McL`h(8p z-9d4qkUqtUtkP4MR52W{{QF>*Sk+2^j4=K1o}KFU2SFHmjPD9r3ur7c-XB9k2n&3~ zCp^YLD#-q#gRIun3;A$1CZ7K9-495{9>BNFYbz*v=3z$(2U5ah)Er%I+cs9Mmcz9gKg8tu}fL(f(KOcTCs*mdw6N>!7 zOb4j?ZfJ`YORz!pHzKcW<4D?xD|}W^+`-{f2+7LJ2Idb<<|y&~sD69u4iOtGEthwz zTKQUjAPu?H_0;LG2!-@YHxg0Xaev2jONZ&ZH70K~GI zpH*VM@9y=};NW%D{9t-#zQ_H&1a6U$hDOH4`sCRzq+flreICxJdCsxZv*$VLEp@k~ z)7kZ5Op6aFb$eWMq6fwItiPk!PhYcOI)QKy{@**7;I#p8iAdHA{L8>-+oOV|POp#Q zVF!ecx{{5+ZJz@bZm7MK7BAE@!U#Rkm@iEDvGq{L@3U$K3jZ<8jWUU?;MxWeNOyU1 zf4CX=8|6jE`OP0zdLFLdwf*W8@~+$|bQ#Q?cpetW{s+u@_su6IC^h`rEkAFJU0FtL z7T&6G&C{z8u9K*}C`mN4SJ6p?en@#P?!vfJp~_X}Gu6~IBVBz}&fV&V3CAV!oav4g zF@)poiP?k4B8-?8!!iXKsj zu3kp1i*{d9j1r12yn43hmYRUvaIsV}LoACU8vs%qVX*{8T~qlTG_4TYli2Sb9%fzp z96&%8d+Zmyetn*G&9zkM^(G14L1^U3aXtXna*UgHSvhh~C>lg7K_f!+D*om%bxlvA zZ;O+TSdzEcc&T)TI~_&vlYFCb4`Ep%mEgDRRG;oP^A%PsjblUbbA3 zqti)ErY}5pmH^w+cJo5(V5@VIW_%J5vwfrS*9(pZYWQ8tPbf>~N5e~f>Ho~7l1IXU zqaob^rP^+t9_y!H?Zv0qwC~5_up zE7K}-UNKaemsT)%C_VXea>tiQ${X=uXn6;wCy-iwusyC4=PkV2`4_XQCE8%$``Zf0 zQP3Os7ww^7Gh+#JMvW|DUj89W?WVcHHc;tz-5k$o`m*z+9FZ4rb$;spyRw&3!56j4 zD1Zvux4!glwT6t32zvrU-=9mez&2lO)^@nwaZ2P)7pd@GR*?X=cLIZ z@64Jbi^?~qiRc*9%jt5@7czr3PHK-D{s!9vXJ6yWJ3rT`??Dbd`7(=81cv6@k4wT* zJhJ10F#bGyY(KK-&{tsi!)d?yR~9Lc@(da4)%==Kl3aGQ;rS!I<*Aw<6?6}-)c&TP z#5R8rGw{#3*T*@f^X_G|Js~|w4Iu*ll0frw#WNrf>ewNuU;hM)zVeOCTNH3H-KfdudWm;5_=jz4+CuF7Kr& zTgU_6M+E8awsC{H;M@20qJ{~#zzC4y5yK!87q0|@#;e=y_yRhQfg?)+I+lmDZx1LI zIVoJ;IL#P)mlFE}PnkxHw(3%SdkzRTBV9;@FjL~;qSG&BIVg8I@yY!Y)GWSsj~jp6 zrRy17NuH>K&bR4+354)GlaAzX(6D&CVI64_0J2=y7%yOv4_4ZB2Ck7pbB0>ho!fQOv_`79*h=y6> zrkC}3+>U@O-!=1_K&#iVIi^hl)BNiY*9W%KCGbOF3#ohN>}72)c1D4sx^1caDeP^Z zdLGeTcHP%h#_Z6xWfIkwa)vQzCYwi|1yEbPyyv9pl`j`!B>!xd8zn3+W?ro~;(kie z>NV|1`#;6?9^d{iTrcr|;d+(-f5`PF$^U=jdW)bxwi?0CcF~F>>gW7YqvV(C!v-er=CR7-X#=V? z>kVR{O-(2B;@&L zeT-Fr$J7)i`kDZ5^+&sw$d!!u$$NK( z@>W;QxrI#U(jpEwz5nKIMd%6X9iW8k?{IOfUxIp8)9(RcG#`v@m%P+_;O?}iKl&|RPjY%ez76QGW0bHkq!zb{aJTNcD|(CO}Zhe(~>(rg8j7c4Z-^4ZQuJ+;Xzfp zdJcj1+6SuRvZRtt%o*e)*-RY&P2g8hkKz9X_)X}o ztxBq0*2}Xc2cZ-d2@GT+#L;co;z9}TG*p9t(fT?YpnQ{`bIJK-ffOUYD2)b;12Gjv zY?+>lX1JB9VuRmlgV2UZPW0ddWri(+p%f+F=VdRq6piVim73v*+t|RP!!EpF)ZHB&)RdElHIGSRPvA{q78M8u=$M_yps*{%j=dmkS4rlEuYdcS&a8OjSoX@F=m_ltUi&jJuO)! zl@62q_2DLWe7lFN2alqsN|lgCY% zG^N>`y}vb-1^PyN7=xwuG)z;^%z#>Jq(iqOLc z4nLzN?q{yYzF_KyGo?MU40GxUyp6vQ>vzOb{(efurh=~aPc3Iw|KokFmD$%UbOSDe zVyaicG2~pF)8TCO`?QF&6=Hu~+{_ix|3v{C^}YJ(;y*vX)U$&}^p@sd5HKTxMOF1p zPffZiHPLmG=V6oO)Ale1MT@TTh|ZzFXA-O6 z7f^h8j?jC?>$$zj*~@dy&z6hs59K|Mk>w=fZBJOXE{fclX77AT77zcWwUI}MEWy|5 z3AxQtvqLi~{K_T&|4!3)3 z0M5h@`fb4n7#-wt*mYic@ZL7c)Jw}0xOJ-aPH|{#kg@X;>r}QLX6zlI^ePG=_~lGQ zrUQ5I#4m!zCf14|GyBZE?22=nKTtofW%CCsRFb!Bg7(bnZGgpzBj})qoMA3A(iVVf9izLvSY2-czQp5TrqywElW|(0Ry$Fj`|#6Q|pxxX9*2 zB%KB5rr~)bApda!liRAh%%46lxfOO5FLw*5MdNSrWa`(4$)E36{4+ovl_u7ckI9bY z>WzeyL5JW){6Rov{LQ;`fuHwfd0b2((o(OxB_WrrWp8~*8rBpfw8{+8ucf{tH;?%f zh(nA$$#hWnOZDru=0~6hUWv_r8nyrYj3EyC=Fa6!i!58q_XJ9JsE_Q$N2#3wnv?q- z)|jeQ4rIm^v2|=bZ-4uR=QKjIN7KOnv)^w_fT(X6JmOUEy~27RtTv31i~uM&9od2^ z$$3C<^Kl?4t==fm!J@2o#n^579}e*xC2!4~oC*$8x7K9j!^b0gg!o~8lRQ}sdoW}- za#TxOuX`7y8JPrYGw!}62)1R}uwD$D#oa=)oHv9lhqgQq+u zO6MLReyl(9p_%#LxL*Nx?{?e>F$(quadF-{V3y>vaHnAF#aeE7^0>4dnnP@W+^dVx zEb}v?O=wv^I<6)o{n_Xp=yvO!Dw#(i5j(qhKhxR&fTwK1Udi*zRYs-%li)w zY#i<;jm@9xC;@Qb168%+U-6|~4&2OmaFNhW*-Jy_r5#DOuGaPQ+-Q0d5mKLjmz#}v^#Y+kTvtFF=LQf(rHNuQa&^!lD5=kwBO-TYEbIyIW zcMnYlFFpn|meW3-$~mCfRRGOyt5Og9Q(JkQtke=y8dl@@bJ9pLeb(z`zb(b;yG!r) zdM`>dx=(U-rJRE8FD{yxI+AL*;5TD5k|S69TjvUC)0ukArilwU4$w>HVY;MeDI zW0;hB`SauniKJ@by68xQlk2Q97zZdJ z`1|UNX}`qkF*q8>yt23hn8;FB0P=e$H|@(ZQ-tRWih$ziFj786%BryJYfG-af5=Ep z(@JVVGxx@;F~20Rj`M~8Pg1|NQW#3`&JBX}KG#mrE#9eXFXL`%et0XDndxvF6EZrM zHq^V^QZ8qu?@Z@Xe%{?)xN&Q2TB{jnPxJODkMu>|5Zxe13Zw(1ObbEZq{EIu;Q?3=2lAs%^d^Dp^s*E`$gG+&2un zXM;nonZTB&dN%}_7qizHq41^bFN2EEuUY;#c9|Q|CKfZ1t55a3_Wqdtt&-MLT2rOv zzZhsc^BW((iZg>h;G<&%H|#oBN7L_rq78u5%(1(Fju(17!Sf|yN*Wp>(%qh2dXGgp z^2w0z7EEdzo>;wI|Cjf51>(m0f^N73RoBsXQU-Z{L>U0MV-YY4Kp+XgjkBGc5I<#a z|C1kCiCN}XlQmS3rb=vQGK!JyW_Pw&7XM1GJ)=F!j(@|+!Xy|tS@@GEH(|gDDWI;U z*OPMpGA0mktt~20K7s$>sBff51)Dz~l+38}B?2D#-7w8!HSSQF=qSDGqu8 zK2_cFUjPB2lYP*I6m!vHK_d@TzSe6E_GJcP_@0KC2hd3uT;9rYMV`m%cU^^+<_$xFz+3h2&s>E3lZ5j?-WSNq>O=6UPIzdQX23sX zzmL^p!fu*x5C>jL%>VTq`vz^{i-O{)S8_}=H+J^=N%a54)ete&cu@QM=q&+Wr} zJcl$Ts==v1jCxU-H}LOW{vV^dZFNk7G2F17)T=xvf1!)0g)CF zr5llQlF}{R-6gHkN~d&pN_TfR>%6?5XRWpOSRdBA#(wv^KkP9Wj@#iqbTYZ-d7an! z{~gDV8$MZzI#&oPh|gMKZdOfKZVkn^0~X$X9Ikn13;A*8?}*$td_!GH=n&}`-7f&D zvYiT`)*A3w*66yzs6&+VoJdAJR>#fp3`Ab6jEza+9ABetC8h z|Auh8iu?}Gj#AGAD=t=(Y6$AqC3X|~U2<|Gxa`Izdu=6uxApFxPmJ>-`o^TS#x#k= zJti!_$z*rExfC+JI)xuMfRR~CLG5AJ?t&kM9Ts>C8ou@?nv+z%ux$7T1B4NrgDNtB z2&~+$=-jqa#l726S<5if95Tt%3PaH5TQ$gh)2EolCT(R2?JGfHfR!S^V{i6$?HjIA zu11U8RzMIxt*Qv%U#%5CQRF|wTf^Ev4xk9{->3KlHV2_Mpgxji^nDy;!AV*dIggVXIlsf}!wpr|qxx1J;6X24H)S^K<+06I49 zV>|^%PPn_E&oxTLqXtwO)3->w9$4I+S_lUKyn}=5dwM_vDA28Rzsz+9qSRkK9nUd` z@W((pC~TwO{nkc_lr(XS>(ZMteo)d9>fbF`oCo8+lzqSAk^QD}Je2kVk%xs#E%wda zk=-KZC#h(0dav8hyXVc?&t-q{$M;jRBZDSa^{13XWrFFt}tzp?`FW^ z9>8r^&s4;kCTuzjc#W+U{P&j+!VK!pGEaR2(tK77W*b`ZHO^K3jr=}w<92_5h+O49 z^6@ScqoU4Y?%wSy(foN3CN$V*6jDo%=15v6-kX7_!C3gj;z^Ab zmWE@^V3dLI7_;kDtnZ7+Mal<#pm}gg^u98?_T^AqH4iud*KR)drw+9Q^t6IN)BXeI z58SOze9=8E@(JvQVs3{RZO26b?KStp;I@RM5Hlb{u^goVjN*X~wq1eVdLH>1CO0SJ z_J9zAap%(LG4(~jzHC9MN*Dr68*rSvcq#UE~g12hL0 ze`+~ND2ZAZ6cZ@pTf01Fy&X!c=DHoC&}1I%^!W`{)vjr-yv=;kG0I44N|Lpxo4|4f ze~3k7kBbPdV>WlMqTA+TostexljWXFklMzx%ffAi%m(?`~$S zI-~p!!~iV&sU+RDH0G>Cb!KM2ngRwBz) zh5C~4J9YJTQAEx?D@-dvsg`pP0s6Oohc=Et)>Ss>2J*t|-grRA|1sRFWz);$hS|v= z!Q>glwXevs^lfnVvnElQHBsHaeh^U)?vu3t*m9hQeBJ95v;uS3yV-@wI zdvTV(!4&r*cuLQY><6REJ&O`^>e%K6Q0aND@fG=nuOY;(iU;01atki=4z0sdB1M0^ zu|sioLk&Tz$i>(Gy9k&*rF7dN_R}5^Q zHBGK#D{5OCnh;blTScqr5?)I00qy(lVV6fj{&m^#l#*rEiF@!FsiP3M4E|Jdd% zsdA+*g?3j)V;P`nO1ePx_0SxPEGFQ6I+X2Z2IGk*xyXPd|C;CTPp^^72)kvjM> zGFn7z<6BHL{Hb1SA?~7;Om(~52z|h)TIe!fGrIyRG@p*0ete3s#7>c<`g0H%9011K z`afa3Ha|lc?XNao3tudYS%v3?E0N(NwFWMLi?tmSG!nrNcUHxyR?iylTz7=_iog;$ z)2)5Vp7ze+$4B7p_^f%KtQzLJA-fA$KlpjqRr*DUg-a&1*w${$gDq(#r~|3vR*=3& zh0q0ZaJ^vVGd7Srw+3l zm>gC?-M+AAR$7QAP>HrR2k555P9p%>f&|s(xI{aAaid2py2xqJDSa*1+er*u^-D~Z zvhfp@z}IPOrSLz4n7n#JSds#sZCqoj&7NCeq%@OaKf3`QfMC21S}8#rShgmdt`t*+ z(gZdWnv!Aqjxiq9V3l()tAq@FLPgYllz^Ccd$uo+@A&^H%By7<^Iq^yBKEK513J6E?4<=H%ty;P;I-PSBd%d9vcwl0JvAXt z6j`+-v0P(wfC232WH_?79O#2W<>gxKWAFJ~OdCQL(h@Ia6B?A1;X+ySU>+a4mD#yB zav-XNC8iQsOJm~Q51!ZBicAi61?DbZx3>YVg5;e$R`-*o@lp-|0vgtymKE(tPvWU) zE{rF2-3KCJhQg#aS77dr5l@jRxj|dSBF|CrJHsZ?E+H^>0kq)n zzqBCdUs~`(o!JUMIE(pf8@Ch`@z_#CubC6DsxIG`EW`RkLp?p>Nfj0a+Ub zVJ@e(E~LnBv9Q)sfWpaHiB!Ioj{h2v*TBjniXT{x2fTT4PT>~LNey)O+Cno( zo3z*8&}15buF>5Evxd&DWeSPPfx3Alm?bpOwH&z%W-ce=>fJoiLVWk7 zYrZ#2HI*L-0ylK++mvM_SI7z!l=lI!h-&K|j#M8;889=x(eK>vd1k6Dk{w@dy@Hnz2T187i^^PQNk|}1|KK;5rLq6O-%hH5sA^j8^@JV1Ecjd>Yi&lIqQzRTARA`w{bcnweE$TkJG6J3AC2$k4e9dd zUQZPA2~ld!;Zx(Zc2b+*tJ$-96}sWpQ$JMHm$d_>W|5MjDcn6--(;-9Z#@kDqa<&e zP8OGKlsJu?#;t|YiOnY{fX9@q0Gm&TA;`%@H7HWHlh{#mtzG580*a{r|(v4AqN!3pr;{;2s^U709mbh9oNnba|aUSL_Pbt@7 z$;`%Bo2J4~M3~bC`sNxlexz_EfU%D3d$*hDHKj{9)7{9JP8W1~{1?biynU4%eITlV zC6=eG9eKXM(UKq@(V>(+9BkmVzDL!|c3XUnQxu??+vsCk2+Ag2{QU0v)2>%^bO6x! z@vnk)l!S-ER?ROoc*N5z+7|R_o6t?GLWd57B=V_q50$>Fa!XFSsIy4)36Ey?(Y zLIQg>yAbC@3Af6b3eiSq+`=p3CYnb!toN)SM^tN`n^+XD_lTQ7zAj`Oy@kEQ*VBzV zJG_RrZkX2VycwJiS5<$BO9x>?;%gu-VH_lGN&DI%mg6I?gW)6YTr%s{o1H zeai(W{`7-1adokhJ7Zhls7fHAsp+uhpJvK)+QqipGLM!A^i5 zz6Go6!5%hivs-vx%0&yw?QrR@cl-uc5gC-EjY;bqs-J1dNcT1iKjbRd^a{AE25#q0 zIV^?LA(ZSZOrpztvF;Vz!vb0^znIJclS^?RFG!m#G&m$doJ#>`Ta7x!GM(QoChs>@ zKEvQ<5LfzFIP>l5v>p`B969fP$pl$kv+^UwCzoLv=-`IzXdq)M&n*-Yu-ccxSd>z( zMSv=}Vge%d;fi-4s0a71}*Z{`(v(l8E zY(8r7!N5vYE7)rCAWRV4AqMan`zr!+2Rf9f_e_`n8JTtyE?GpuL{*Ybg#8bmL4suN zE1gGa9=j8_h0w%Qc4~(okR-r7>s|tdF|!um?o!{}k_kXj`Dl9Zv2r-P1`=TP4z7H& z5^XiRL@T)=e|XyDEz3o#u+n4#GJzVsVL|Ej8Q8$pQHmTNy`2gRM8qSPzu>$+0#BUB zsxO|JwLh!!-UY*%Baw(2lcF2DbVHE@-0aowDfXE!28uE@rE|M@I$KvH31CDeuW zaBO7pt1`>LAs`J!eF?@_t237QegJ<6jy5x9^RucHUzn(P*R_-qvV2V{x)ZH#KyuNb z7hwx;!S^exz@uX~0%RXLruYE7U)FB5A|MacT@*C;Z0?;}erB`HjOZVs%k|9Jp9?DW zhcSn_>vIdXjhbxJ7Jd@1O1k`CHGC@7-znbQEC?s(GxXG-f>5lcM0`CdzvDNvFRO~D zVhl7@dNMG_Wl9I$Gcm00vvnC|w6(786{|AyXZ@$S{++@R7o|sq}xknP` zWjP{1UugMkUU&IUu%-OoiDT^wl%nH&Os^Q%0u4}ZEn4OP&>2#>&&1I$xrO# zOic0r8sinbuQ2%A1pBpSGH`F+a*fvpyqDh4d6*E55eI#Sz{5&8n38@^Qq}zbN#6f2 zlDuyGOnyP6y_0svUnyyIc51y`k*zd4={AZ9u!(WQSsD8E!krTjA=dGUCYO~>2$uYz zdCh+h^gj|Y`{KOIx=k>GwY&Ial!0LpP>EdX8}U@nAxJnkLcG{hC|k@IW9XH`#UK<`rC zevl;MD{m1*0nJKF+8u4ggXtZ)_4U({f9^L7!xX1H^?G7D#UJk5zQHtnKqtm~`RN;H zhk!S%uBK=kd4YT~$|LaqxF0GFuw)2k%lTslmLX}@(1t18(vB2>D z=Jf)sZm95T_T!xwGIJXCrNO21M4$dDnEd0cj>if@7Nz|jMfa@1&ye{0P^#63bJ98y z)Tjb5GAJfa)j<3}DjK=OPBE90a5eLwy|lmhuJss#6O9Nbi7He&8VSZ4F+rycRlkVR zrJ|&m>+R#QG+%eOMcg!?Y}@wvZNRH4V!QcHfs4I@v~Sml4XD@#o?fu0F$%wQLZ%{k z85#dX@ZVrBjmMJ+n^3I4Z4!yWG3O3?>-`Hlh+vV*^-beKU^AdBLC0680|^_mAW}$q z+yo>47nY?ElAPU1PaB$(VsbRxg;aI6(_V6yZp;Yjg%@`&&_h!FBek`%NUu43VJ1`E zlw){XtRyjKCDtE|I~9*ntz+MJ$4w?vWCvF)<*P&vVIu!0!@TKj*N_hlRXPLx6hz>! z@{G3%F=M4ve{X(_c+(`Es_UhTxAh|*svo8j50e+*s#Qe-;&<7wIgoe`LQ1pNekM`~ z&aiJ!N==4Ib5mP80~jW+E9y^}9cKd2LQQ<%qg01ux-vUn-StM{d!0Be<283E@QLz280?T|JofekQDa ze+TOC6qnl>gz(3+Q#y`_`W<|+nk|}iU8%A~o)A43O0+BJdCs3$o}zd2UUSrTMMcN8 ztX&(RW!x*{k+0BGz4GnTE9Mlwi!Z@8q)6PQ+gasAC+YU|+kpF#Dlp~N!tE#tvnu$( zs~!R|J~{5hh?wSPD$os)aFn4_a-E2K{65!-ufyvwGk83!5Dsfu2_#j_`5=A(2~Rt! zW;8K1^;aeJ)FiBalDNK~(+4OQS`OQic)UdnlPXVtr>9Z8y^?!i?Gz^#YOaY<%P2tk z3{wC3m=MZ6WOTjn-sAAnp&&|dYTcbGq{KyRvF+F%a2{|NyuyrCdZ&WTL56H!?t8-z z!MxSINhgo`cbfWb@`tikpkAe%+J8%4hEI*K<4Jvihxv5c>B;nJ27kx6IdHh+Hi;piAm=llzFkb0f!qnUIAaPz8- z;oSB}Tr%=)!xy(yiJ0l56HPz zV~o-!C`|_X?Pt+~%!M|tDx}c?&mo{U3*n9GkDtopdDg|eo>lHve&dsWfhMDtqHlEBNmVhHM+SVy?%Gk6E7#>tLS@@8KSyX{U_=|y9@GqGfK zpZr`vjSNLhyQFIRd@i5wdH6aSF>f}2t2=pzDJwHcXSna}Mt;-R&6IhZAszac-3Y&) zt@~I_9{N>wcuX-{Ad-Os+Dq|@;~G~WewZ2RyA3g=?S%zZaoi7Iy4LD z&e4xCxTOws8)!$6k}{HWrgD9P1Oe0{czJ0vcq>3!GGF_qe4+&;iTZGTw%EWWE_!9wRPn z7PG3xs5)<5Mf zq?O^XhOMHC8469AzBv(uVtqfMJU;#5j!GcxW3-RyKI(bG>Jr#M;JR>L2(=%9N9pL= z00FZxCVG^xDxwu|%%2qgK}IAoT$Ms+c|MKw<(e+v%>%#SgOV`U{IGX08RFKL2{2Zb z4nuhO$UkhafUYPqU-x*Bj#PP5Gjd5o2E^E`5K|x)xe1n?q(=4gz+uFKHv1fwVc*Y+ zQ}uy|b0t>do!YMmf}eBvV{rierG^W3svPAP6t*!G7^0+O>u06mkQ(4`oYF-aMj4(%xZ58QQM7zC_x>VI z-IU=@eW>8k@DACd%;wFPtXNZGQf6drIKE16lIbKCqEY+7@dj6e8uMIUesE`nswVcN zw{}T%bBv3Agan=D`xEW=^*`*zH2Uo5OirEtnoiymzN^d2s4Enaa>e$;4Ooa7c)xMH zGy~?38Z=kXN&o)1Lz^ERv_yR0YJsb@cDUS38s-A-9yqzL zQy;cJ#LOxt`UZzBBWW=qu%|6>mUILu<;Yn<8SyFoAm-~vrVkocd{z;hHA2m;l4`8$ z_`=sYK``%P_T z2^`3uA!#*TLaLSiWNvxG8BK<)$H?tC?M7 z{1;<9dyujw%e8~b?}?jWzT*5uE;Jq`tB~>kzg*rXLw$Il&8*bX?BAH=1T{WEp;uRp zxk5BLh_Y#)fxY%zfTkjzcDG2Gi}YV$Ox0(+xWT|xbyGk&G@0MlRIxV4^@sn!@5~k1 z0i2rM8IR;HO5mso2+7k9h*mfv1yADXHq(p8@2#+ri2itpegBR@@O;@H*{O0}#YpJQ zIy(JV-PFFhtk262-0P25b1^u*xsEXz{C;TiXg7x0)B9^UrecLOHMoiJ63(t*}yQ z+GX&nx)oid{7T{K1*POQ*iCrO6*l<4=CvV*=Cxt6a?gA}3iBZxd1+mfbyWfC> z#NByrxTnhRFo<|8bX?noSJ6zh6k zf!3RKcm0wZNI~3i>2D?<&$9#0%x_I8QPXe9ul)fpRG|jU`n>>&gxQ+1t=(64+ zxF|X0@G3l(%lMN(R8QFfjoYx%-)cI^>{+D?S*7b{OZaKS6XC~0(<4QHkC9{``tgS) z{A7ysWc)*I3}jzG%q+KzxSn)c{f3gxrL6swJn#Xeo7^d&`Gwr8J_~iIL27DgJ4yw( zy8^8p_D=ALHQ#S6ED`V=VipuJ8D@&xcTI(I2MrqEtKNDEj(G?Jt^WDRV$bsBvZ~*! z&~~e>0iZ}`|ENGiA(cM=8(@w}B*ZbC6HlV%qmPwom~1=-|Nx zsGGI{W4ryspnM`bM2ADaSa;KlNO1nDuT>H}T7369hI(OPv4t|^`n7A$VRredB)D|X zga5g7M?!}aYnl4=5mU=2lIAMFaV}oKEFiUg8q!kVe2W$pd8eMQ^cj~n^i2s%?N6w6 zKq(@G3%fLZC2Xr9vGR>)L`aP}%e$8v&|uc9>&vqs6u#t7g+J3f7Bw|6S1O@Y()ra; zTz#~V83PHZA*$G3egeO6J--4$o->iE-4ient%>4CXD;_%;JS^g+cuOaeV*M2IpJH+ zNK;8cm(6V!i~gh~76wPL{hMnHw&=0=9z=M-M0dmb=~3Fl zVUx{qXo@IN>|H+rf$McmC!l-rTLb@vavO03$+O&Y@*k{$t+XGf^Sg=wV=^NC$W=w# zF*~deulQ$bP;$j?^;Ql|5-F$&isHb;@rN6Uj+_@n9U0 zoI{1NkU5Yeb9k=mx3>9_)b#@7ZT4@I?|7e-0srASO-WXl-gmdk_7#&!Z~hLek~8s(*46hDlixg8x>yDr0`!5I02&=lPvn&XcrRS>5h1!^F>*u z6bbcB`I^DeYA@s1i35?m(sU51to@+)h8vTQnFdpq20Ux}-v#&t0TsT6Fqa!J79L`9OdZnaXgkwl zV^%*)v$aVk$39!-X;7(x7~p0}En>5O|cIu|LIJ%fE+ zC+}~yaukRAtOwL`GB+%G9>)=UE1{%ss`}K#BVS~~s~D9XfM$5`K58bW%L z-cjjEpRE<7|2bx~exJXKpM7$^hRMZ$N#^M1QmNbPT!@N~yRyHq@3S@?V!s_i=K?-n zOZHp#k~;Lr2Dz-9KO_mblo~eriqm{+$<(up-^qA_5OD-mPiA$!F!~k>(P% zp2+TAfB+?x+WD5pvLtw#U6Ujw#%V9>vSmrmGnt|{0cH~ZM5nrbPopA1-wS6gfh~z& z+}c{z4Ax;ET?jwaRZ#7XEle-FCf&e%6gU}V`GWr{KpA$b<(xz3s;=On|KhC(?Bp#2 z$atJr5{{fhojOGOp&@gq(CNg}@4(x>>XOkCR+}fsB=xnBo{V_UGCt7d;wC=~lccp*Ly5XzZZpdA<>PqWs@xmyE4BsbpPbu}g{D4lh|!n9trz%A`d~Wr5-@KV3f}ja>`^ zTF<<~>K`2A^8_j6w9V%3qWewV@54Y5!1uc)8N|by`7daXkjUt||Etko>(K{Uzvi2> za^sdhJVA>~$Aus4YXt)G_d?<`zOPt!n5O$<(+h(8xPpIKMx%#}H?aJmzm2}I+Wn@c zv|(}Q=EmIlhG)+Vz6f%Phd#Ca#@d)sz0aPGbn9y=M!aZ!j3S-a$&szq{gf+kK3HPW z4ot1xcQUSbPq%sIBs^O3`7v>4gBka`p-@bU%VFoABKL7m_J!EHLh4TSD$ z)6|j?4Zw@jPT+BXQy+vzz;zRpdkX+6){rM6ON2{amHS;ng)r>6rZ_+s^NO5WI`Mw) zc&w=rY|zY6`%xdeG8v?beDJ7N$>@_U#o9etR;3BFJ}b6Q6v5M?)u1W&60&EmZy)5m zeC0OjK&-B`OdfL0x9+r8QJeSuLBR0GJJ|(XF^e9he+f~@lnPltCEakV+;F8p7B`p4 z7TWwU?(3>eDwG0{7)pT}%Us`*HqAd;66FIMrF0;=vIBKoRSZfw4v{5H2)A{bGN2F9 zu5XXw8W%~XYG*xCmc{uXmL}MlqRNE6joEofF|bp97rMwTs}#w z-^p^h9MzIrA2M;Pm7k|{sc`M<>V22rxA)^5%zme94P9v(($ZB)@Vk6WxAJJKmOy?)$9N?eqc<7)7j5Dne|*zs-3LlQmKEXxPvi=7!~ge4 z--Rzl3-VZu;QZ z!DuXy4ob0`j;k+}CQlNKQa8RilLoFNefk-2Hf*6t-k$LiHjX^EQc7ccfA!(|f27*? zoiOKktubW91?+7RJV6-Qkh<{rmyRa>tulLrta{(fKd>DC`)O zUmg0X5)NIMrawsimlpdH{>O@aN!uQaRgpD6vfT~6GujjUUG%K*OoUJ%@ab1dQ}pM7 zb^7BIB&YtOI0nB%i3cZ06mgNzZcEIVCKv;eobv-Ro{E%EeIt}m^nctsp?`6O$=5wy zS97+T{HLbEWzI3x+1}o6(`a)yS?FleY!w{S$=0O&(Y~6F;QK<%yIh-#{DuROh+Wut zZQT54;Ip%*R~Oi+iMKt5YFjocCVqL1OyqkYQDJ~7xc|Zo!;qnHP*}wHdPPxWrc_0s zpRt~4OOooOr`J#6YPb(AP_qJS;cfq^pEWON7~65??0L*7BR`)TdF^Yb{dFay0QN0S zqCw^J)XUh@wdy#V0+9oqjreiFw{~!E!8b#p!ZAbPE80?5!@?AX(khW8@H)F@u^Kp6 z70%8PVWn}KNgRFu4Jx7uX^X!6^b1}C5R_a6j)&qVn zRx)H!my;!8mk5ML{z00xS#jZ1*V8}7iyO1ee4M_bzkH0Dy;H7qF{RId(F$YC5IH5= zEHb|8Y{upx#X>jgx6BZ~rRwI3mH^y>kD_`$#{rbsi{2l0O>$H4&y?-7n90W<9AZ#) zf#s0?r|;J%+8)0>Y&GA=9KzZ=47O>Q$*kNDwp3X+WtloMrm3(WJ&4r}G?V%s^!*+E zj400Y)<(u&DdFY#RhB*^SaMd+f}}Sxl?x)XcjRrQNTuyC%R$%Uvz6%+67_x>Id3f7 zhE%x5Wzlyds*MrLh$qwq4tx)n9$_q^E!}^Btm=HGFd1kTXSeGcx4a6)8pH+ZcfvV_3>8Ni{xlY)>H(VSUz_?UZ6>ExD|J#YgO#+OQDc)T6x%Dy_@r1z+!ZaqoBdmQK6x;$>ziVb6a}jUHX_WXJr^JZkg$dIWR^5uY29Cz~v0D!3(vP3!?8+(s0A6 z-#e-)CoR>aNjY#)S)#e+lzF&a}aJ7c9WCI+(O=X{7SV$9h3`h!vRRF*Etx{ zEfkikGc`NI>e^R!!W1oA#@SY7Jf&FXFtlrSv^M2#w>LX;yfxlW_u%NQ{TYQc38#M7 zX%4ozgcb&yRe4O)p_K*$>5h#bNzRn7)|Gn7xWVjFb4`b17;9*5k@{WENiG>h>5-W< zeW*mVv-XWkt>Cmv<(hhG{Y?T1ec#eXcTN2Z)Ih?Aa_`s=OLVVJcVz95hD)hiG7kve zip<<9@OC}kh_H!slyZ4E%%wIKR(jGC(w=+c(}N~9wnJOTVpbx{Z(8MD-jG##KGAt8 z_~gB=y^xOAaSc1(TS;2do!S@Ov|05}ZnPB%JK1Efa4U8dxB4-tHw4XQ{N^|-CKym^ zyqaEEy)OtZzcEP*E4>&PGvldOj%FMb4)YB9m~7{GIGy&QCXLv(>Ud6JK~B{~k7RNa z*XY7;a$dNY>_w4wUA{8?!{e_<`)mXHquH_qS3@fAdM?k4$}~QSRDP z12o%D?O1~#b$Y;Tw}O<=*2woLyos0I6D&CDX}X~8KAN4%!CCx*py^kKwaP~rfkpk2 zs#KMcJnL0le%AH0PbtbNY$adZfm`V=gNO%|F8_IP#fwkztB;=Z1_ysc(RZfWmILU6 zV^W&M9oX`|qY!*jLocX{zXAsvL!?4kZjT?Yo}uKW;!W!$U`Di|N;f(v>CT+n07dFyst8g7ogMXufH#w>|H(GHe0FsZD# zGIik2XT4^>Mmgr}mba?}5nRJyM$`zL1j4oYBX%uN_71ERnpN9^oAC&#f z*CbBjX5fuS_Bt&P*Nu?CS2S!Joy~pp`v9@i@*&FtW3bGW1h2NkWENs1K6xT1V--!! z<4GMBqVM9A?0;U3fMUPz;*SEu-fHNSGW7mR8_#KMr?`rHt3G)-^l3#qam%GJvC3Vq zYE21+@DXbGJ=E|QOE|`>R@GMD>2iaQwmz_wGKb!qa<+N-G4ZlvVX$^E$P|K*{-#!(@oYd6@#W6ba$vlY4Jdh5g>F zG6_Semwu4kV`E}o%daI{w)8)FQCo4e4{X;`!4!p(b__)})@ zkkq(=W0NhkiP4%gtX^m3yKSA-@S!mR@9^<+VS26*$Faa0wC*~#En+2!zb|TD;VWLd ziTk6Iv&IYCo9?g7Sspue%+c&eQs4#0q86uFbZ7V1{`2Dqe^C#MPmbOAuUUf%iDE#PCkQSnk8ezGSsLV?q{iX_C=5&pW}1 z$orZ{UXd-G23yW!M~IN>!QXe%m+rS)eR_~z05y1D|Mg{o09RBF{o*w{>P;@?f%t#$ zrS9`W;|XbU-up*k7ytfS|NCG6zxyBGUVD7;8YLP;`qwuKed7K%zBmOv$%UNaA(!DT zzS@TfUj-QMgdieNv%l3S0wm|msx+sP47i{peoy1=9e#Z7`8tI^K|%O}=0w2byDTGKETmjwLZ+}cQyvt~I4te>t;1mW8 zQq?{WO7sFG&jP@$v#*{<`pU_+hm!T?rnybBnwZ6`ky3nBYr{+1C;kK1*oh;qlAA6q zYdu|C)p4GEc9OV~%iLJLfwd6j|~Mv*=q6?Lt|m z67LI;fms^Ea11Fm2XmuUkR7N>0Lu%U_#l*QZ_?yB?tG>~{?x0vJd1I^~=>qU0J;3Cu%y?YotAR*BQ>na%SGJ?D1%sVyRexp! zBZv;tX)uE`!q;)J@^X|Oa~wL9?Sw( z%($@bRGq_ia|DOS_3D%hw1)VV39KdC^i*0c$?PuaxA;FU_iFy_2u{~xX4;##6(z|G zW3`=3e(g7*X*8x%xL*&t++M6H-`fQVRmLM+(-M$nnV_UoNF^nH*L*$)n1UX`qaK6F z3X8eYFJ9l!K;=rg;U#ESP_!)8GgUdFN5thQeH;&BE4hy_0e?I!bvM6C?5a2T#j9Y9 z+}n)tq{f`AbE|f=O9;jiLW+46cNqtM`D8c{dqp6q(hDAskYU=-c;hv7kkJWsK^?Mz zS6rhml9$mNL3hxN9P)8{qNI}?tr+eDt_L}_cDyuJl2LfxiEIHcd0E+MoTP?HmQ(Lx zcjn8f*MtC@i*3Y0Hi%HREQT(Fvdqz{<%ot?n<7-`#fyQAlVQh(=D~-zVCvEf9!)U3 z%}5jv?t8mKG;>Y;;+R5y)iN_L*fq*l?j%>}SB+;J6Mq-6Ir3Y(1*+FE^>h))zc(`_ z*#F{d>XxKLxyZ;u#`q4$eE)Km|Eb?u@Jx+;#YPptU%G~D{}{$4AQ5N|Oe!RC_v&g# zd|;`ZM-UkQeZ^DSub!xG!?0MF0XBO#Cfx>Lw!#B}-D&{D+O9E1T>}>Z8`!O}x?c{b zwLCv?08P#b0MHtG5kK5O*(i$6i^g2~MmjZ} z)&QtBc|hrFb_}cVQZPpkz|R#IkqN@Z+A>tR9#CSSzKjr67+Cslg*i$3O<02XSOn+5)!Xr!{`d3Vih9pPw~@_grCA9 z{lKgJ!{UvE(sd84m+D{caiT36CdLc9UPjk_igFhGNdMc7M}V>VlNQ3Zj;T^P_@y}} zy_^{VoY6(Nt_H3V2W3q-AyJf#Dp|6ovS>%WpvIYZ81c_;;*9ub(enuP$Qx+H&;yO9 zTu}cZFxHu&b2`27FOKNh1LfK4LUhr*FNhF(KyWSEjGb?<6VGTEvCY~dF+)av9UL^_ z6|6Nq9y2Q8cpz_waN^XU@!=}3z1sB@#~3{hg0JNtBHo%;F8Ka@3DHR(ffDcM=>!8d z@m{fp?(~cFw~^Z~r?oP52u`#Wr*2DcIj7nDA4H7q@|Zd(h{c=tu6guD0_)TnbjLb8RDJckXJwhg4g#;w3 z1-?*O^r(a9eLSpXPUx&~DE5YsNGW*s2KNQB1 zsbEdt!OVtkSwA#pDeq$&x2}~aKmRk0h;o2L;=S3D3=W}{uP6#pFiGQ|^FDk(JUWsh z6Tka7h0q&E%ZoY0e$s^A3<*Qi@gZgxcjv<=3tHBlw2IN#l-~Q8(=YBt`a(MbF;u9r zI$d-?1bSC!aCGk?{e5D=8;kK;7pOkNyph2XpA9r6iTxzY>vU{<^_YlrcKC^`$C6A* zEfL8-?`1tAZz%22CtH?+XpwyPmXK!_mB0YJ6RM!v;dAIEL-DM=`P&MY9USKf+`GCN z!l0k7E^6h?B!P~L9v2qmAI%a+phc`S*ZD$ypbsL}LEBI??$uh%>#xb*Rf@C&YNV78 z$Jfu!wM%Nfzm}p+J=OuotgB%3^UUhrPISebTaB8oC(?GGJ?L!leY~Pai|Jln33~1^ z5HSu)x&ZYIf5uBl-?Bx6P;e|58{P1+yj$Lq74yE%uMk4ECUX)W*feECFtfdx2~_?f zWr?jp|E(pIF`~*s08V_KQ94NEz(yRhCiS*2xYY=leD`Y#v=(_n!5pzx;Omach zgV60+i_tlh(*j5Z22+oLe2Al{{?gPm8Rs6|Ad z_ynH98n41>8D|2+=H66RA=?~O9S`_B7hNB5qBNDC++yH z*7ud{r=)#=#R%C>c|*C{Q&HsI@GwrVOApZ}>TKy<1Uc?^x8>~Ya%=x~0R$^54}4v0 zM#ANb#v75yO!c?}_g@Qo`^;A%&t=;{h?V4O6u+MR4~T$lk1d`*KLN6xV%+M}EyADMSlh%FFc)HVA?h3HgStbR%cjklnkw3AzxHzi?yh~XsaiY z6uG~E_mC_X9>;KCG8GXfB7cLPU}Un0OFo%tA=I6DbJ2switJN3#iMjJ9J>UrLE}0x z4y(z&P#o@AfhJw~M-*G+fIhNj93HgSrt~zuqD{N}Qn`7dt#~+TESay7=CBy>z0(P( z3(!mJnsnphWPXwZ1#|>FYT`$&a$ALt^>DhQu=UMV>ea|r`BN2~LqX(Q;iXaw$3a&H z&qP$rr-{Hy#eyUFg;k>f3B~YjKxH0=x200=Hi!X4;9jW1es(x~K`k&A^(K&WIMAo; z+y;>+mmV;U{v~)_nTj-(lq6G4$ zJTbMEM#}*}*o(z%aR`Pg!1e*W&y7KtpS9yZWTRq=y;0bF5Fap4SswiRbQXKU+Y-0@ z3STLpyI8OJsh*Nm81=dM{1aF~sPN@_q;rtn`G(2Jt1H+?8aDr3@3mgr>o(8@v-u1-R8vLE5jyj8Rzms z!D5l79ty7ZyL1HNo-r`?e!`f=_5sF*AgI&o?574Y8hV z+DAEvwF*z}0B+1+*f*|M+V*!v!`R`=r;$Ty-ziE_Eq;oe!Y=R#uLw?IZ$g) zX^^S=q?_2)H736F2~)R?M|nL>t4jBUi&V|Yj!4-G!QpiwvmZ8#@KR1rU86$B`B!Ez zfVQirxt+=ECZdqg7hWOmbtsMXHaxB^{9v%z*DG( z^FyhsDKib(H7rA4kPj{$5K{*Kc*Er;qnRIS&J^b14X{fy>&JntVD6rQnnp8~Oy`3uO=0ON9}lhp1iLN5vw*Pk>%ZTJ>s}T=TAe zE&XJYzTWA$M%))Y;F7>NyJejJ8%lg|(132N;D?=}GQl90GbYErDU7SQYyY3_3`U)| zhUJuoLxNcyw-Vk9RI21U@sV$%BoulA+Cs?~$6jd^W!}5Bk1T7zcOQ5e#71=VAxm-< zB|gaDKF*QAxbd1$N5w-7eRMIw0XqTn>B@C#rXI5;IvC4=WmF*>4?c(0;!D2X&m*Dk z4>dW2r7~RBjwBAFITybr?3u0>OgiP9tgQ~N)pod{Zan`vy~Rd;Q5;so{PV`=7+0#o z!g*X6#du40@Pxl~=JF7oS!8a_9?s`&9Z(UWu5%TNmA*oGagYKF5aA;SwJ(FU$a`h` z_3Y-HOYz zfP~`Vl7R~hUCPQ!`I6Kh<)e$PZoX9N7Xv#7?fF6#-@>U1(<_@8rq+sd`8-xAFY=i& zuT2z;YNlW&n`o>1`hhM*&#bt&21l`(_r`_~ztpRvKgnE%|2OL1GOEh9T^AN4rqUqY ztp&X85n>0;j@5wi%H|r8 z=;rKl+iY_PNgO7k8)Brpjwr_pa@5KQL-1PD@HvZNt7O$|Akoj755=2D!t40qMcf0d zr1QsjS$ZUPcx>gZSs8YeCa+0sw?PSn*&6x z$b6ifE;m0b;&D$L`upc8Mhi|IVqksu5ODz{#D3YE2dP^yyVA6Om_7Pf_Od58i8=Z5<_1 z4Z$Y;*<#~6!TT90j8Vd^wmhw-QY^E`|Ke#t_uO&11Pw{IIr`bw|E6n+ZiUH>0kLp2ZOMu%R9u4v%9uf||t%v$ZFmfq< zwV<~Hy{%5Pb6L`Sg~>MK9aLJ9j;*L) z?D$U*CtT|~S9YMvlNj?P69pZhZg!D50XO=Yy87ACL2o}`bo~@xb2+SEv7Jy)M4HWM zcBO-v#$iOjaOuOr_`@>t-}uRHV6VEg!I#Aq_c>ofY<|37uj=I4w))|Q3wynhEaC(E zS#B32?Wt3ZLX8wuYVnhpoj0B**f=G7jctn~pqiNvgT#B`>lX$uah0rS^zqdQp72So zXyA6ISvD~}qidu`MW^*U&k+G6>{ZPk4Zf&46!VfS`rWxm__}yLvT+T%$&Wt$md*C7 zeP6@VN0A)toJmzvd#FKqo5-5lIU8tr< za+F)}MMI-jtC)9t@??F;Y2DpzY}0b)wBVqsJ6a##*4`5lY;9z<^Vd9XWDPFrd~LWa zmsAU`IPt5C;uD27zI>^^R*Ba_d!<01EIo7wmHl}{;B~iXMtccVQP-caZ0!rOTfKLX z2iEYr>U><%68J=-O;xs6ZK-7`wS)}cqG@?(%&v5cH5Nm;zanFYuezCoL5pztBKquu zQ}uvbB(-%gr8$$nf|jx;K?i>=riHvGrD}69f3P_1#hQ#>*-W7RJ?%@$=oWQ}PMh|b z2~|}ATvSf93*#lkR;X6Y9Gjj9gY9`gfH*<4!dKZq~>Sp*HwHYtxkb* z1OJo#iKn z&Mh=9T096Zj@#uf_M570%)ph>y6eL}9N1W^^psIVb<>aLtHjgbdqhm#8}CV_4xq6| zYlI3(&VkUfj{X!LIW<0NkhqOH5rO9r=(BdDaFpO0GU(2n&aS8`Ay=#GuQT$%{pE4v zXTwz*xO>%h%x!`0l+9VVy}wdWbym#r70ey<&*GpSg;N@799;~#ZMX47AIg#GWX)Ht zz7>|Oql?Imu=IgI6&-&1tgCo*VYDz3Py|Or#ff`k+bA-ljGwo1NU8qz?0xik>a18BONKTGZ`=EH$L3|ENR3Z=hLvFX zk8r%)@@}qQnFpn$HpJsjvZU+kgaV#;SZ`yRnGF-Dt!0>;Gy#C&bj~FX+WIAjshDeclEyA$P8)r z=PSprz_x~8c`?X(*<>DWNcmneLwyUoygT?U2Tc6|MyIG8DaEBIluo1-pVv(!Toa^T zb@L(?u1LQOW$Q}}e&8q3xfyd@{b4@Uj;cMJm?wtc?H!YGG4b^dlco5ZI~Xo6S7Vjo37f$!FKCV z`5Z#`DBZqz58r?97{@PxjFcb7%JR_1_tOVxPw|`Iw>LOVUL=f0&vFK(fJKL?f%BMi z082X<8fT1W9L9V-m6-y z=9Fs@dk#O}p>@!z(c<^g3w8;A@NHqQS)BiXz_IqkpOK{UXt_z@4o_^4q*xhUoKBtx zN^TYz`gGr2R3tAWs0T-gtGb)O^%QYl3jLMp8kRNW#j+So1sZXEvH2%t z=P4ph0)|Rr_mz{&=7(;H!aoD1e)#5OS(ZU%47Ac}Ak{)m{6Kzw#oQS$Kpt|>crW4& zA>`G<9L>)gnY&Bfv5b80UiQRB3_HFYYs`M(b=Z__bz5<2MQAmAM6+9)dqOHIxneNk z;PC>Z{HSo!^Yln(J3N0T)XLgFM7U~oZyS$RX(U-6`anu|E|_M zR6}iZGadZ!x9plu@5Aw*K3g9J33nUmqThHcyX4hKDS!S&&~O>%H0jg9xeL(=1Z1rg z-_=kxA(8$C%XI=ji zogAwia%JIBsvzQYxEy5}J`B`BJJy#{$Y{_v|55Tlh(#2i3fl%Rv9-*VE8kG-z7X7- zQ$5R1D>zr+Mn(K){1VHl4B3YzACtT>2LPi@jYPTsz4fg_^WTJnMD)fp2}t~bGjkE^ z4FOefOk;oKa_Y&f^M2u^@}oh7QMeKNV-|Ap-|w?&M?y*I97KJ$uv$a2>8knLDseC6 zt>3rc&Gas=4lyU|zevIsYQpE#$%>x!1R=&2VNbseMfgKNh;gm*7tNo0E^3D2bLW-m ztOL;aow&6IomTfbYjAYzZtB2UO0G}rx@K2NKY4t{ZsRgnyLr58H0$Uyh%7|Opb&{) zz}$CT-s<5>-Z%`OP&|{JDZx{3C)M?ng#SV~cL!m$c8fZ+Lf

        V8!js9?-+U2^#M; znypjZ{2F*l zzi;dnqx=?gB3RS7l35K7iE?AA*+}~1p23WNH)x3S*~4ScL6k~>M#Sz}TKiKpl}@Pb zM1*FPR!}rziGvOEj@Vz2-A^{@E`4w-!|dJU*>j&Q6^Wm0mKJl?d;0<5jqaUd>#&OG z&w7%*p%OnItwUjdiWI^NN0SU>9NP)h#l_S=k9HDe`d+eBvlbY1xFmmdX9bG_HTby> zR^>q_C8hm6wwYkddwmA%KXNmCa!AkEY`+0JY>%q~m21D)$wN~Nr%xRGOMUlJm{54V zm;L=27FH0<8E~O_p9$SoRp*yIxTtxNw&tdL6X-%EHW3{-O@XbG`P#u9ci|xF!kDyZ z)h{lIr*6Fu{ccUZ7XPZTisW!N1D?L}YGy(+lbEtz=E<|xVz;q>p9heRrRyDY_?Ffu zcEjOb#sf8u9THvZoQG3j6)!BRE*8tRUf@^2^JRi&q_xbP_C*=nyR>x)s6;#uPvmE~ zM`Bg;#D1}2-MWsXPOItfxOXoEg?5Z8oO-uD+^AFx>1+Dg>}5+pxRSC9^s%c6@RuE4 zVv9k)C+*LgAt|8w1FW+=sI>VD%u&@%be#EETqpy%g%aM=#c*+$-XY|O1%tzNh6-FZQ zt5B=%s^Z?JkGmPW{%;3=+;5tl|n^^vMi;`;m_41%F3vp^FKtN0dD3bSOw7$Oq zj0AG_r)|TI3~pj1#3SeSfp#1 zTy(fsKbCkL=?*{q+F}>}A@dAP?hu=l*QkA8o-KvmaBJfi+ny z9DFsLqFwiXYW$FX)FwD%Z&qFuOoqe;;ynbq@d@x=60Q@EvXsu^*xds^?OsY*drVp%$F&te zf#7pat5Q{<;Z3)`V$Sb4`|cjH!X!F8VRx_i)#_6w|5P(DoT!TG4XCT4W75+xVm-&V zecW1$D#8%3*L18hO7n2jm3AqIo4quMJ>E z%|haN#0{7tk--?>N~r#VbVWjNJ9h;pJtr!Q5A3#dBt{-xII;GbhUUSf(i?mql!o(u z@qXd17(o^*f*3lD5y|~6f?YUym~9YjsR)&5lcT)cgx#W35LTpuK_SU%cr{Z1?pbdJ zE`3!1K!1~00u*QX_oD()Z|^jjAdKl-cOae-K*9~kons^hm;5Z0*toD{Qh9T5#Hiu6 zqMtRJnCyw35mS@R=%TRu7)x@BhbpEQWw<;u@; z98Evb|MPa!pNQIJ#?2CsI~+Z1W?wE5Z?@}`AtUZkSYq2sQ4~?q^<7ul$7~7sefIk{ zYdkK(eaIsjDRfQ4;%a;zSkk94^HYvUFWM{QZ1oUD>T}uYP90yAT(OsLI`r+mb7id!YK^4Q@Z{N6YAU#c_pC|Dr`lzrwC7( z%#I2#kg1FCMn2bH%lb3^U83l5?PXmwuvyQYqi&m#Ku)`kA-fT`%3T*4N^Ff#H}31-(r4JXYakYYsRZ2gZzx zF%^_i3IsQ$SJH`NPZZvFC~FQCCRx#}?#=uR;{CeM?rHw}1$icn?UbuhfVtBD<4dEh z>E?cAg;PH3w@FSOV70>c-TO>1mwDl}|COGOG{UKpo$eiaCT-la8i%>!sz%{Xh0LQ& zr{&I%qv}#~g9a9QM8~mvM+$$2fc-#q{z)@QW|yx_lBIyQ&wxE}zRb$trSJ64|hx>qDC*+vOL0AV~1xG<# zGO))=&U-uZlAy?aX@@@9JDORyw=~6sv!azLgXs<~n z_1*=%pSY!>)uY&I!-h?Jg*rkZ|EBfUF?XM{$WX9H8GGjV9QKM%^x4)RptOyo*tx#r zQfq%-z67{Yk2E{yX!Y3-UOXqkJ*bKyvu3ye1MDs{zkYEw!q%DX=$lzr6ozf}D(hFn zBJ>5^dVI+u^Zk>zDIodVP%Up6u`2~fkzBJ-R9mCyc zqgy&v{B}15?eUJJq5xw0w1EpDA zKSC}RZFedh52%HTIzF!7i1*S*ANzp)=Nb|x4HVtXkIy~wO1GZzE*VKJ$h29K1TAoJ zi0yetXwdjik;$*rHY0{T>ejz6khWBVS@gy30H~QMNwY{3-%(n=-~HE9#VT(P$uH*R z?_gx^*Q8?eW+j;+wbo)rqu3;GWjiqkuD#Uuo=TM#y{aRfgWGwAoLVhx zz1(vUIX`zvq@n^4mKz88cF*1~06$n|`4*I}#9j07}$Tvp1zf8}#Pd zo9n{SYTw3}fib&-{}dt0!5m-m>`)%7-N59iQ-_CCrkVBME~d zAi9#F%)yXRrQ;sjf;s*VEy=bJ9JYG}iqSM{Al;zISLTIt-aXFp@i0h)>9FQs#|)bu zi$S58wirfF7CQ>;ZComYAeb?#eQ_Jx_BP(K(CS3#b2#xXoFja( zEmX1Qk7=7YoM=pl?D!=xmdnN_UMZz;hP-G%CGsfb^!=ERenZK^3Xyw8vn$iu>x}HD z;wSOYfrO*NPMoBZbetRQIin-?&&(@-LkH{4BTlT#;_{QVJ5qd1H!RLf+Ym^^z)-cwD| z&y<>7LCVh5H%ueE28<(!y&iTDy1IK>n3rQ6pr0{v$a?J6ZsdkPmE34`85t0o*XKR8 z+h#p1CZ}CcH`{7?89#_GmFg984oHwTI3Lff*RoDH&vfDL0v2?BAME|sVhc80)Uk4aa6?#k;aG5V}L8VeS85ALL1GOBg)We(15o{vFp z?V~=IPplfcN|mjWk7RXxoY0=7L!$>t4^Z05CF3HSVwY$Ci! z;7=w_NqM;*I?oyQ75v=Ab3r59seXULV|26$bJW=!jcRTyQ$(n9uCkJG>&y&1aJv1+MvjzgrpCsvK8nmF(PU0Dej2*Z853Ck#~9uO3u= zJaDX<+^~*O!`=bIZ0(J*_W4($yESAhc&*-!4ZxEF0maYmoJi~pq0rRIC_5jgIf#R# z6JVk}q_2urUWEId@}=PhQ*sGG^%brtMV!t5;?j_!e-rIfXJN>p`cO)%kDP@6h#x7P z51=r??mhR~1A6#xM(FQPpM61QDwlbr6=aSxX0(#^YmiuD?IjE2lZ30M54~nN$$(%5 zPVJFwo};#AbSwJ^o3b4P4dhI<0wiLoAcqV#3<@Zs4`gR^tpQ069}@B1oUZ(gbP{1m zTy-!Cs9#P6x=l*Mf})(KxMKWw-kR5A6U_VdUj z^D{z$PdaZ!l}{DSvW^z1P=m)M>(&lOnC%!LkKD&OinMS3Egoc9v>j3u&R0Ney%~}t z(dC1Bqv|6WK)QLbP7G}hb|Ro9r}8}>KE)JFQLH~QhzNIjiN}e*^CKNYzntttwD}U; zY>z=s=|~$6Rh^1R1G(0TsET3S?1O2CqsLNN$esOz9_B)QTbpDpk(IOx9Cw zZ>|)7RxhBADyP{8%+1gz7B_ZTV$Nau|TT)w@x5AEbB_Pi2Sov_-jCAA{23M5a zbeXf=uA;<1K#O`3L9W9O1wOR~anC(6*yr85?6m^;wL*xbK_{W zs>t$=6J!6{LLIz0)UsGaJGl`405TEAB63D^cmQtiCq(LJG=n)j*r^=ycJw>5xWsXL zU>2Y(?!y*UnPlQ|`PHzFFWH(*^jwh=uj@_dQ5X@c?m%Gc{Y@eny7qfLvml6uW3ObV zURS&nbA?hi0c;1=%p*xjJWx>YPB_Ut>S?B8jQ$o6b8WxrC^KvM!u5?V+&NVGA+~nl zqf+_;&QC8gTrriuJisjDXS|3pOKlJ)ZFG#|4W$L^v3&v<{?p6l+l2|$hITf^*<_c= z*VYp8+ys)(uDzpTUw=yVB>$!6@dvv8M|{*Hf*H^h&oEcI7)k& zz!LTR{*K5rTKkSBU~)2jt2347pkjm~$aC-WuXXL8MmzYq=uf48)@!APKU8n49%;@}wmu*c4IQM4VeXC?hgR>^huUf{-Mo>xsx z9(9AR(HBfu@7&lT({_yF^lZOhCa;W{SH8(27>YIxkLS;$7Fu4k*e&azHSB($WL)FB z#25%d!?e;B6n7gjxmM?*(donkoQN=%M^bpqo(9h_w?5}|qS5KZjL108Mx~Vr^HydX zL5CjgDZVNnolrjq5$AE7A`IzFL~#Fy@Oi+x0&*8ZC}rHfP9V zdHx(=+>N9>^NF?mT?{i>05TS2=z{swLm>_@j%enGYyoV;C0oR@0<&hI)zE0pf0K-e4)2KSMa^LhBUx~pEfr(+}gWkvV{pinKehIm!Y3rw=HXxxO@aNe6^?4_E4>0^FnowwyPcvsyovkF*NH##sjs z@v2&Ujm6#q)Iq024Sz#sebFqt<13hNP7BJuq?{ZW+0{(>xt3H-R6K5CeU^d`4S&Av zp`~L%+(#@cs=d>mUrmg?)eGvU|0Trq2b@eEu7r=Eatvv zU(@%I$1H@!i%W|Br1<4$HBDn80@DU1Yrnvj3EtAT;Z@k@Sc^L5b(rQnQ$@doNnY&f z5cL5x>yeZ@{cgaGipVy8=D-*-eA!voPjE;ws-vs;=pNulpub5l0iZ)auxGYd-^VxX zx7}(%*CUa$<63L-So^}Sh*y}^`orA^ABjzR*p6&&1M&du)@O9Re)3d>ep!w$q2ZIi zQ=Kgw2;n@BiBhj^vhMPqDCm_5Ts*FyyG$}NJhGd2ewZ5mX-D?@JV{PTe_%sv=BMuw z!v3VchWg^LyUjQD=Cj~;ZOk97P@wTEk;Sy%W|`5mZ7W_YGdv2k-R#}=`+lg^-pI=J zM5pZ@I1p=-I^f^OdUTe12~0HxhO+8bb0j9K8IAlECgBXrScO&y=b+{oPn7d9uQ|zJ zmG21Jg!_wfCdI#z$#C=?FNe#je`7BazA*aWSEfy182_{Vf09x6r~aSHs6UM)r#7L; z@=^t=oZrujOEsEz+-y34FmZ_U8$J$K(O`r%FFB{Zeg;(3Ux13bM`#}dM-`Oi>7M`3 zRMZO44&_^*qP9U>sk;Qx$-GmV87%2{R-d+#uaV0l#iwHGZ?VJCC<5-}4+8F%&#M>Z z(01T3Q+SA_9;0vMwOO!x`T!_)TC_6xnT9kWW0f}oSj#`ZdjmPb5bg&KUWII%g&zT@ zSkx`YF?pGa6_IQqe7eL&NSV4^s1Z zegm{qZVlGTQh#}apw(&T=@CV!@9?FaO$wCGh5c;n-RvI`vRB>c-)dTE7a$9Asu$_z zOJsU34rJa-ANigjg}D#ofM}h;hL7`KDqU+;)C4x00cYrhK2SUAs6=h5F>?cwC7QmjcH8-6#iw?P z+aWdTKU3aB7Bc*iDDSfZ`8Q1J-R0H7b^Wcy5XlR`SSNY<(US><(7F$83SP51V)aw` zZ|O3f5%>vul3C?O39Kip>?UdB8>>5f)8d7PqW&dqwpGXm;FDYU5fH9*Ba^f=hq?8E z%3M(C?Trd0yQ}5LKOfAtfjFi+q~@B+D$}I^ojv_f z|Do{yKb2rxlcT!SJX5%IF`+`D=Ruv>p9mXB(ID1L@6w{A<2>=O;kKtsH>TiT6rZ zuUuj*)zK^j?)r}ws zPO9CUsVSQVM26xyV0CEL33w6Cw4{trBDjHsycTC2*y%iOXl^G|NdXr~FFR0)SpwB# zb)W<=8_2r=KUc|}S+KLzTw@(GeMhWWF7qr?T!jBi$U*b8W!gsoId;Kb&o|kiV``92 z7s&s)y@JY6ZkM2=Oj<06Yq zJnIB_&0K?|Wc)8|vr4+A2|{&yeD%|vI?3H`BQM-WFvTrstpDjOs7li*IhK2$ z?OEo$BYE7z0yAd^&YPA14u)}!9R%J)3jKWO6oduYG|?zd4T$-ef=ex$(7}2JtO5us z`+56PKpNW*@zW_Y%k%w3=RVh6gur1kOEE+Ui?i0)G}Y^D4+`i!?bgGJs3Dyq?cwP8 zV6`}bO)2=y0i8CMw5JW=MfRjAfp;zLfP=~*b0-y@{s;Rf^(;xv6rEDfF#_Y}qU9$> zB?{nff%e9O-)ecsCRk#Qi$4l<0XLWM%-{M_DN>7dufdEifPCXcE>_|P03%MHm3bYw ze!o%{_TUVD(*1NTH=MHq9^xc~Pq#Ci7a9Lia zi^9+L->7#38vB#&L~cP^aW$frt}!(EN;~04pAQ-PzVtGE^(D3dQlBnzGWIghINM|o z>`g+)ZEJzcvyLj^loznVT92IF4@Ta%{Ak(e3e~JhW-o-n02qbjUgqfyePKk{GpJ-D z@5{GxZ*Riy27Lx!vnu$S7nk&|m*mQj9=4x;BZYTmz!pH+Fk6SyfkiFd8gTB+u6#aN zy@LE&Bqub<0Otw=u^InteK2EJ(R5FuzwR;6KwU{(w;;*sYdx%4FnImY<^9Oj+^Sie zmxERC4#c`+n9w%Qab0b{f9;d7mtpJG*j~izDAZC3;wHW{a@N{ARY#Q-rkl^B&%p(C4rpz|Ng4~ z+oprNkOH%^9B{pFO*M^t-)tXuGe+}IbxsNZRa+@Julf6`*3;*AF>xat<~`RlESoOY zD)oesaj_qE*fNTnZ!gypUaEal1B()J7qB@<7M{1xi|hxxD{G|hpDixPkoWd$Cs0g5 zk~A`n99z)WzzxrF5E_oe{j&B{!GC4(iOP|6Lz=CQUlHeRE|GTm`{<1ZF9c4`J-K_Ir$g>Xa*fnSTccA zGG~M86yT2kDMSq=RkQKSppIGf$(3%ukvGusyIAeZ?INj|`b4n?w7Eh^-Q7AMGbgs3 zT1_!P!A)81cF+vs&jyjfXA@wNZ$|l=j3XIX;(SchGMo;HJw^tNyBrTICMPts6TAQJ zAT^q*kZE`jRMHAK>r!>Ft{5*(!kDgiuO;M$nl`Z)odIM#CAbf4b5g-)8|`Nn0N6ix zy{Ycc3zlG9eJ4ndi)x@I;`Kg`1uG8KkG^s5U`F;RXCTv!r$^bm2GqMWu%J&aAi#|o z1hsfF+dq`~9Ba|`VJa}8+tgP${uz2s=*4qv;cgZR2n?7*wTGyn#SwBC} z{UynUyws7d7O_OTwPAPiZ-7>);|A$qQ`3+EOd#@H7tr*|mM+%8{h$~o!RfOuL3n2k z4VihMpG1wEN+pcygyd?^#cAuDmKworzXrC6H4}-K1;|WH`-&cx34_LGCUq?slqo=X zJ^j-k*ov@Ac`shifv4=IvJB?HaecRGi($Swq&T13-w`JhWuN^H9|+_aEi;ljbL(&! zaB=E(@#tvJpBI($_DL+zvFMmBO=A60`>X=_^eY-%V`sNzLoA-&+>P;aow33rdjp} zM=hP0;uejs7A*3s~PyoqKR6~xW9}V$D1QV%eqCC z@yC<)09pV$(ztIa*o*395GzAq9dIhX`5!v86w<$SXp?m=Rx^UT9qRs` z<9zqH`ZRzjX>_ws;qco^oC>1p9uz~i5`u|wLyU$QkB#6DE7R4mV4>+C2_Q3Fa&+>+7?mqX zam=cYYn@e(%TI@?<`u;R02!#9a%~>PFkF!mgk%BbDT7RfhmFj8Yz!9$E$iocWy_1; z1@ABdq@&$glz+?7vH&;H&5zZ=X>8Ct<~0FDJ6W(trq7}BU3xbkanvAB=-=v?*hvZR z(}>)7PZ#rp(H;;7@L-jimdbdL$;Hx#ic~12Ej&OvuhTj!JbtP7kScS9YoJsU-r<=n zr+aDO-6)11|JNy?AwTsIqCc`a=wti`|05V`zzYEqfo=k{)a;i2anrRYcdwr6RxMF% zw{wxy%X=qGEuMpYcpB2GL|RV%3ou7g$fX0}=kXhjnygAfe%yWRmCu;=(Fa_Il3w&6 zCCjIRXftY}n@o2bznt{_+Y4Zq&Xi6#WS_3_-eN0{S!Z`ig&7z{OD1^!EyyZQ6`S+V|k3idyg49}FyLg(Lk)rVzt3aCuni84Z)k^jbUU2`*(wl4u+j^EhB@Z>w;uM1VV<6D7;0vGqewo0bW0sirW(7 z$B~6RfZBtAJRXLrhfW{dh_&QC6e%bnNclY(UUP#NOJ6pry(P^V z8YcY#o_xcrPA%7FtV{+f2ukqZI;@THqU3lv7`1W;VVhCb98DRNPGnP|e5t!G=Wx++JrxZ;=K+3WncyVF{1W2n^`u zoLoU(_9t7BV9oeijOy*OX2V7bg7R?o`{FGV(+ssi9Luu`GVBl4!L%eGPyxKR3yC$g zbK0r@78pIQVZLIe%{2Fl$W5uO*nEONMid9fV)C2G5+ zV=d}i*FO5IT4=US)2)?|!fVTd&i+mdIvGqy%NpMepOdJB&4HF;ga*H~GkDBS)rUd~ za10LHCwfaATY$HaNgPQzTLG5}(BEx-8m*x%PWbtx9z6Kw5nzr&s}kIP%j}z3K#xPu zNjUTqV+bl>gyojD2yA}F{371fkxTv+*fJ}TsW=smAv4^F+W@Eo_c863^u{@> z#$Gu00WA`vXxX}QCVbIToRm}pm-BTaY0UZwFurf20#*)|E8Vdg)4#!k;~8R6miq^I z0s2vTKmb=3|0#C0#GC&`Q3E+>e=UuL3EP*!$I=bT{&uI;2R|Yp1OgGu08y7tuMGiN zhE?`e={nNG={s!w_nH51t62_rlZ!p|8C{v>6tZbl&C(;`dJ0Y&;Ei2DM~{7qY=laz zN2_s3)Q8@_QfADljTdggz{+W2QJ%?U<6h=8zYL+?`bn(&Y~&aj@ki;d#~~yM`4bR0 z@zwwLErwp)2Z90SFGy(Ti*__|WsZ$~v(e+~o&da7YY zpjxcRBlbW%u>Ed+zY~EjJXh&!x>CC2$+K%~P@p;nPE_^gOP~%I!jaix+41SrJLTf+7&%g;@oYCX#E@YS=c+y8 zo^~T~u{c}Chkoab^gK;`?H?JfxdeXzxkq~_eXh}IHwA#RYv5=%9un#TjI6-VO40Aa z_EEg{!GX`p8VWr7ybgo*4YKtKgJK7Mtl%i|d4SeDBo0{=NNVXV7dw2Kd)gUPESVEHxy&gG(xjXtJ(z?%BjMrNJhi1%Fpn%OV z$KhYAXu1^mN$gawoHD&A!+omwOGCneW0@4sW9z@Pt#jUez0Wz2F2XnLKU)FT1{3%7 zjBTD(dCYbQsh-pOnX3qnO*0*}VA3+_=!qo=@W-=PPniw_Sx7+1PxBlb(1;e^`qt6u z+jE7VKPK1NahZEhLO9jaY8sbeUD;omS-1JcwY1PGXY-k9j5(|R>~RC)k%2b>%L5dN zGeeDaPExIIIu1Wbl#C;HzC`{zg8@k(3BeL8yZWCbA-n%93E4nOLhkp=y-bJT$|@OV zzFN{<|DPlw^B|a@$EJq>E|n`luo>hSpQZ-fOWxAcRe^4P#)|qlY>I-s8Gzlh4x2uJ zsh!XsjfGT(RQX9d6X8b2<70Q|>tFhb&&yyL#5wNaitXTgCf75N@WS0i7Ba7V=*+&H z_jrL`_wzfhH)6XY;sZu;5^JqF@D7Cpxfh5ITzJVB%%M`GMaPFX(*(44WoImBk)zY_ zk^VJJ**{FK**f>e^c|n0{eYobHW|}PzvqDcZFR?CVv#n)Zc^7ur44ICRgNo8}PMb0J~i}Kt4pXc*g5aBvE<#k{)l~tAG7(e@0MO&+O9t8o! zWjio!g1>VK1EJ)1H8YP;&}J8x1Y%*gZ@PP|HstZ%P5Rl?Pe#~Moy(cCtVLtr!SkKf zdyV2U@;TsMEGC*_f2u${8Pha#fkcUflIIURe%U%bS=M(ivBV&_;huo)yvl#_kV5)j z3WpbrUmO|1qlO4h>LI*X%uFfNvko5rOMwlqddrK}dCPn^KSB-g|IiYL$*+>lbLt|_ zUu4K!aiPuqQ8-wT{-+8DSx0=Tu?f=lcdjx)G?`X@2jNEY@O!|pjvMLo^apYa)k&H8 z&=VgXth3En?dc{p+mh6AE^P`PJS=tb+naB8pyG{h9D+GGe9#G1klRCY7Gw)x!*p6} zWz!hatzVBFsIO6ZiifTr=GagK!;{7Z+uTyRe?;4 zPLW@xR#wagahEwG*AvI)U5GreMn@Vu4gg{=6i&H|%v1RgH&$h*br;Iy#2D`Lhq-S> ztlzdo5X?!ZJq^&-FGCL)-Y{fJ6%sjl*LAk?RksEGHgKEnxQ}ZZ{+!Gjp@g`6dVNU+ zT20D(IHr1aU=AwlZ-C$?%{|v%(ScVy0p{j_g|^aV&`2sqRdBO7yPM}|kRUS`Ur%X7 zSC$Ymbo%_!PQEui5O*HL1%HoUy8jJG9U-T=S!&xxOL~tqpPD7z>i%JtCBSv(kOY36 z{}+KjZTdeW@awKD>GoEgh(4MF0^>=eqzg0{Y8w#lwhMus$Wf@&b&H{_*%fI2&ADG^ zfDvOyk$b3O?LO{WkHX0FV}jN=fJN5~&{mhyh&bmHlnmo@607Smmyfod{Dd!7d2p60h&<>>K0u;i|IIJyBK(x1B=Twh-#2*+M!=zTqcMqfZz+m> zq)s;6CeVSQeewQ8onF!|08+l1%TYpL5Q?yea{||0Da4l2Z(@^<|&s}{Ukp`MCdWTnTNOroem^I%tz*=^f*w|;^P4cQ| zl7Ktid4*Bg+7WTMMXMS|sv}4OB(z?}2u3mak4zSH;7OJK zSgHq^m=B)iW+b3E*v`nA{&HzrrWxq5LYM8BAId<3J!V z>pSB;-oLUVeb{|lz^iSe1=JUIPb~pIuxSjC)Z;(wSPk9bSl$PywG|T0m1mqmhOSn; zg)Lj^NZ-d2mty+pFjuc*N0895;p`deZI7@^&HH`n0W4ea(+hbGWN9tL?}GK(jIKB1|1JV*gMi=>l9) z1&F8~K#AW|gtGx4%E9ZgbK~6sJX3k?1As3-V5=uO~^*;nC;9F3^Ze)(bfR^%wUO%VkNtU z@CnJH3e}1ued{n1`oP%*TiLL^i?K*?AVPKuiI4H(2pm?{y{fQ(r6u2tg@VR2H6rei zJtwH1xB5}Bu4~5qS`_YMixiJVQd}iZr%yE}OeT8)W_4kYB_kXyMNf{gC_%J5i)GWDY^sRAm|So*6Ps5M(XJ}EJ>?OaVU&5@{Oh2 z^x7^VwIOkpDivN!G27u|&orBx2l+A<@o(4Jv=(S-g~D1+;Wkf>o_!?IjPvEl{PT35 z+Hv&KKcYeW!y*dUB@%V3I^ye!Whdfcv1{o&y=$3}V_@0`*~iRXxA7b#)Zc0~Hj`J# z^&}hs!g`8y>zFxrXgugtlE$Q<&Gg!Ow0#0*U|ytQr9|j+cupt{1$tOVCfGL#*M|ra zPQHI4wz3MgHI)JTVb%h{pCq(qK5TPEyA1oi?_jrnqWp&&oUe+F`jj=p^~H)Susaa~ zsz`0u-8F%VztW}eH~?|&1S<>*_8P@Z2}nO>kl9_f2AG|k-(H7=gO-$ukgOw@W9t*y z3Trqw6MsT?lGTzH48Qlyh7&*zHSiUwoaDpSx+(`n``Ce<=4=$cn&P z-(PIYn?XkSx@NB5+oHt2e01E5|GZOkx57YdPbLOIoFWXS#k?l$Gn1ianGIr-_dS4C zrL7YMt^l+=dPvkarG5a3nbjC1Y(MSNJ!`=4ZWD~=p28(qzJJ+=v<%b-JN~-Yze|yT zkJjUO-8m4p^e^V(C<9 zc*W+sLk~|;lFgFz%}vnvJsE$pM&Kb?|A$j7-gY$mhf}N=CjQ$s*OzlbGPJ?TN~CPu z#p&m23^SMOKh0oF+-X0k5-kGc=~4)UhRQ?UaX^j>$k}70yUXJOEW>N@Nviu@(dG1i zYcGfb-&=h)J^+!s?0oCeZ2)50;RRA5;G$wOtyuv~<Y1Snny=P{%OC!gp5X_$A)YLe+PD1uyzB&eiGL4LLDg47{vU|MY$w2N*4<(~5E zpEG1XEEXphb^Wp$AxtNIkAqU1{R%|mS&jx6FRy-z`0Dr?K;scx%v_SB%rQ`>`p=de&%P}uz6Aaw&>1nbC+c8bw;_1h ziX_Nx|K|i*sMvo(kezPAUz98N0bbda8aZ>a9#j4~uPih!-^rs5+ zbx$0ck~(7}SxKQQJndzcRA#?hZ{OYY?PyL$0Kd7m^XrGV!!a|Tt-Dl(uy;k)h&Em? z9o>V#dQM9TtE-J#Yu`s>15-WgtGkr_jB^*9ogKA>tjQj_vZXCJsnZA7Fp#oEX)nay zIll7H&AIX4#8Iw;*d)7slzVH251TFgFQxC$9<^stjs_F*a1Du*vJNm;iib9A4muka ztuN^&$R%A5;rzGV0&=6qBSV4t4MHe{KM44-sh(g>U0nW(Ij5y|9%e@%8APX_+LB8# zE0cmt0hxo6EMlh8)9o|q;WaGM(ZVIK>|u9S{*J~m3r0rcG-P88Q2vYgNdnc6Z}0#9 zD^udCY z%A>HJD&MYdgsf+NE@0f_^4kp|aE?OPNf1MmHTgmK%n4_g-SqLevippfy%WUH=E)&_ z7r(m`=g`}S7PwLXUs`0ercXHTx@jp%a|_dos^wZQod-S+CJa6)=O^|vBmTg9PWf|4 zcs`kp?-?sjHn!>2zRR0edNo*Ht0j;#+QsUY2m>e?K`awWI`s~oRQ>wpX6%|7_e6f*BALDyJtyk z!a^B0+lFyQGqCC$9B*e`;5uw8l(a@+%7iHi-ohXDjX<}p0*f_^=nADh*H#&!d$x$D zdoUN>Y`kt}{*%k3!O!l1YA+<(Wq#dMC_^DhPJC{>bk6nDINPLZ)xJm8KR}47??9YO z^)*NGtzFU>+h`b6-uq6OA6BFHLIHwu-dkntslqVh{f#DiNDz{0X z3{5!qze8N?!?x}}AR+KCS&}x;0UZ#wwyB9=QHz`T(1Uw-QKtbxN?qk5AjkMZ;xKX(;}z*w4@{!h zz*bTa_}eSpm(*&A@tP=n$;wt9hGz1Iq6p$#UiJnr?Bc8%LEsF11|PrcH(o@U(E~kj z3y`?S9lDT?(12#85_fU>*-g0REc@qGtGm0)_=0_+SwqJvNV4m={A`Jy&=J77r$xkr zNh?#m9D7o$y&Bq*I)*qSL_{+qeKMK1GX5Xh-a4$Recc~b7X~1L69g3nK}snRkZ=Nu zDAFR`0@5ux$)$n{h;%nfcQ*(EN_R+#G?Sck-*>q8KF|66?%7+ngxOPYf~Rm$YuuytW=UvDGhBUw`G9%VaQ_V3{kta%o^=(l zy`-y&>1#FHh~gIBOOI)4uzAT!MAL%boh%dEAo;v474j_1ZsQha3XN7)zaAzAg%nkB zsg;IK^T(#^FKH=5^>+NtFJJB7l9Sk8mW~j{1m0sN`MWO?M)z957fhAxro#==_G?MG ziV%8Cl2)}V7#7+EGDy_|t~QAGD>CHxaJjujx)0gl{oIF1XSj&2@ZLgQW)YV&tqeE9 zHUr?PQ0!VY+A{cJe{lDNK2Y=WEiHcW##jn{=YSaY+Z+nRJ12m6SA^1aOh`l;nYY>X1Sec5lH;nyD^I!XU zciA0pr&mAP3yiwY7MSW<=-zN1EM#ep*A<6N_MyzpJ}u@S5+RfAr<_^<%BC z2Y&8DyMG(>ai&#gZ`H$+Ad&#K%NKGY(nr4;FaKlt5Z#C54OZMPd zmQI2;%WqfXzxx9|_uvV9o)Ad>_5bw=M4m0Z`l-!jOZzXXTHlS$!ACG}{~BSpI0$s7 zhA>cU({tqg&y=_**WI~0tzeXf0Q%XsHfO8vpUD|MAkbO)QS%GlMO+~+2{;zS8k8~o z!Q%e!-!erUemRBn+_A4A`YjBA`2m~xp2ik|tp(ac@bPZ}gxmnSjYphz3j@>5@+|ex zrg21?6@?cfsg7wso*^#e1k4#EYi2EQ6>63I_<@pO(MHH=ks%NUkUn?vvA z{lEKH1dR7;YHI!a*=nJ!?6X-K{{CnMK~jMc+4Y{1r|sTdYOWE_qVmDSxDr2umay|i zmn4UhE~WxU#=ZrbZYp|H#B`?M)}s(K&HwUiAz$w09TE6stWO63y2a3OZSTy)Mj|8^ zAggjVjm&m_ltQ@e(4b%X&b`-&&luIQpz>_@w{yJz;n$6`ghPM)?Eb zyZmC_H3i+61|#lUh$3z0VA;(A$zE9lQ}}T3VGudAeB}hqRoo>Z*NSk6S^5s!p%u(D zjS&V}1P}+m3|oD@It{E2w$zOJ`s|5o6qS^?=HF5`jpt&aWgz{T7JdRLi05a*+d}R*uR4rN&GkeU3 z%iK3PW~*HGB0gNb8v(l85%j@&x1Ko?$^sV@)fynv5%{DG1AEX2dfdPCIc~q+6aq6& zt(GxlUU8WZr=)`EPr2QqvEcTPznT%efeSoaVn-bLGtd2Sg;L6l$`AIAld2-3$IY~c z3(l)ZJ!G2;U2ow(^?{c%TH>)2MG`Lz*kg(W?mOMwO)6h1Yp&S->77Ly^Up-6e{NYkNi-Kuv@vKSsF)QoZ;x$T4w=42Fep6q{Hg>*6T zo-hYk?qKy=`Y1{PJqq)`J8dBCiVy;r=)#Dw_XN;}o4d})Jf4AH&jiuZ=iNf$V3;K@ zRlj5nrr|wp4R0&b|GH>Hw1XBg5N2IGmkXa>z#U=L2Oex+tFol$GAv%V~2`lYgsAFFI&gifr`a$4l(1lHGI z;{f_x8$=q=%tG`yA8T|W)0X%uH;Tf{DRg%S)`D7m55Q;NaaKnlD<~7G(eEev{Y3o# z+DQTUWLZ`us%;`9H~7S+iaH!m9gkDo3{_akjQWtPdZM1{gq5H^Fp@sFp8_Lc(ZBBJ zK{84gK@}^61|X+<{^jq$o{Oz}7SBzh`uQ45Nry0@3J*!gD=kCnh2hftN+I2b_oyQY zw$e|PZ=TWqR5wmdT(E#;Q}pUJIQvU@I;r2=Hi5G*ck>;wDv^mEnCQqc-?}kg4W1#2 z4`{hY?|-4~!ob#2k@D{Nn{oO*XWKjXQ`I}ul__RGX}2X2%kq$H?s2l%3Hf_q(~)sQba5A?lw5vnjG%5yOo7LQfrUPMPXjPR1`OS zjOS!{k}SR^;N4TU5Dhz({HB}f1LY)H9z~CPlzJ@AWYgo5(X9}GeSgbyR;9kkkOA&3= zmBQ~i=+BF_=+ZrY+;Wq{;}LB_5;?WPr?e#F^oGNsgp{Xg4?Alz_TYNxK-@G)+vt_Np=mh<#L-u$@*4i3cv=naZF`=!+q5f## z;8eYr`8F2|g@^+K;1BlRm#2)LP;JuX1(C>&j-}-yETOsU-N1qMGm=Ki0XMCMSQe}# zTIveZd4#pOXzGHM^t1mA<;(?>ylWccUQ_fqptEn$6fGv!`3{*CM+=m(ps@nWnH~~& z8*V(oOZLn{b_>eYrx#V?2k2{q`{ghv6~g8-8n$F5UJR;T#JhIv_?dghPLTY4>_7jd zS?s+LkJr@BD=+1?8^srZG+Jzeow_-GzMa{^Mc=C3H6+F+IL-pnr#7;YSnU&?aVYw{ z+g4%j23F&7nBYi0>!iTX(zI-z_^ot30rtH3(E*YhZwYB6& zYxtDL1dERL2%nb=I9(0sI!92GR9fB=`?dvlhp3(; zU09I5Ceg2FWN7b3LI~Xm7p*{FbAI}rsT$ieA!$)#NTTmM9(&RH)GHbsjF z8xOZayQ!;B$Ngqn!YAHO#5gU@rHe&Wb8XD{Gh+EUWtBN%2t1hy`+{j}Zs+EP- zetnte(YDpifkv5`nQqz7uWDtM$_f4Pck!WrVm}^N_YASHefTlt78YoJE|F|ofwB9a zXc@Gpk%^Y0eArmQ9k}h7OrXRaUihB>(V(2;d^CP1OXZ*m69XYOZ!@UxOlRC+G!!=2 z!NPR&5r9VKvyBe@d8I~Yygb)4+PG{J8?Ar5JpCx)zQ_G4n8K@)agIOR_wXE^AOFsQ zKRKcP zvFG07U8blmxMWn&B`C(b4a4*8QHiJ!#W*k@C@`$6blmV-`a(&%&-C0XMv0N5!X0?OtR~Qs);(2q*{rA>xZ7VBfdX8$ zlA0Vd56sa|bzT6nE`lU%c}xHR9oZNF&`SYI<96(8{rvK;>#_szHwr6RgQq?07oje7 zg2Lxx+T?v{s=eokgH2G(j8E+j8%T4qK%@LH-33msVMt!x-$Qt0K9oFJhNCO>z+j(& zGW|zj)kda8DIgV$&Wi{=`PGau^z<(Gv8|UR{Cad0F{TZT3L(VqVpRbXY!A0%dW#;2HrzjeCB<29-0Fg_ig;A7%Fh z79Mm7jES;6Cbs}F4vf4#dNR|LVj$9Wapc^#G=3Hoo;j9xN`8b>VockO|E4h@pMdQS_e zBgjW)Y(H+&S#lA(K|-39{Du_I2-(OC=DO9$hr3I&WC>f)1H3>40Xjad`EbN+vRgcwqOb2dl!I50L?7CGhxC02|3uvS5L03}&N{z*e?G@+KN23T-Cz-sMP zAXXMw7^8K*7$?l6$50Lf;2Pc64^(%Ost-%~S)BMdvOB6K*6;~8Ox9%Fb_18!Kt(dk zC+ah48Til7;3*?^ebcFeSghUbz=Q7hmy&;+olJRFlHT~+>{cp`cXSYeU zL01squmB+H3N0VjXgF{TIY^KWW%>9E=uGSpmWJHLp^m*la1)X7C$W8(1f2iL{&psj45)7^wOz>nV?umE+DJ@hBZ)Uoci5bo+2B(>0zJ_3yp z_HgB`kVCdJ%rY!_hAm&`uQbv`o+Km}nX*L`hGn`R_!^SuZqkf{hD+tv>60hZ97;fv zQsE$bh2D}(!XqQ(;*+GRIgJ3ZzmrQt7Yn+j{gXxTZ-TZ^myy_NO7c}H$UOE6t$|Q= z*QJF{#2F?~3!TNmdeIsV;~vu1G}8o9rY?&0YtyaPBJE<1QmZvQ|;4T3=%t|&mgP9H2riJGDj;7YLH6Q zK+cu4A@xHw+`vl)LVMu~vX;T0J6ZbuM2ZpBpg zK9sQhX8cdkDov9emdXnTH6(>?-n$QqGpDYNE{Gd9qp__VhOf0y85GLmBF-SXZ7bb(%k{+e!Yur$+y`WlmO-&`$@!YS)w+9on_c4ll_W!}2T_;Qi@tK8AOb#!v9jguXC< z0=kEL=kSWY>r+xc-GMX}YlM0vKjAM*b;^?!P?#^jbJ} zf}7^=uQd_R61#Np==KA?7b**O(Of$L_B+;K!t??%D?Lu<)uFVgR8VJ|x_=Z`ADDq= ztfl^(qRF_<-f))phzQ5CKi{PtpYR54v3-jY52XX`{LGOig5)@cY5~fpND$&i-nD0Y zawvL?jpgK@|IA}A#qqCQ$q2f*^XIGKzur$~*s*vowbjW^+yBM?@Sm&WULqdJIYsgJ z`~S7au3gK4eOwMhwm~;VVD$VTDuz$UdIm`M7hJ0W9#kw$iQ)hKW9BH67*;F4&pZCQ zhd3Ox;E%mSVqJHQ>=7~XV~ZsB*!@YyERAwIbD+?h?{BY`+AV$xlzst{ofi`gKGq-s z|5mv4sfmjieD>C|*ht$^xI;mQzRaC47f~EO zt!`Yj@dEnHo&0q;XzW4lr`~$06SClMhF8l;^VK6HCKo6TmVmY1UVJ_CQ<0-vbuo%X zs=rmd&o-isXMR{iKU{AZ#&<3~rKq!iOA(A?7}(YL*R-N$I9$2!yZq^e~?}f zur}Dl@}a+Ajq%RG-qx=?*RMA4>OR%>lF!7CjxDF&anCFT#CiB zt;BBI4~jtzx@{9Z#7}H&6r6!AI56xfbpk<3DfRx3)6!Ie#ORfK_J|&3@%GLi92+l> z&Torz;037Tf6M;?)9;JDrO?e_+T~=0DN9wH77Ir}+OQyM4eS=D_@|VYR3oY0xU-2B zfxBTjSnib|G!<#8Q94@FPpoWvOw1E7;@C2WYRF7h{e-ZGG>A8Jhukf5>W_KT6*O$* zK}}YQ5HK%yg0uGoB+`=#%wWD?q8VGW=PwI7m$><@V1cl+J^#@E?sWW_usb0vopERu zkhg!&H}GDT_hgk?8Bu*ZmSVjHqEfrDz0s{>9iu9L_N zqa3Q&kAqvlB~VJ^I{RzP+Z!LAS$31*O&%As-Ur&0lgxW4`wJtZT?Jk3SnYx3xp!H*=5lt=K(}`*9bKyTr~r^_qf_OXkmIVXQ^2$@TUT z$X5PLM0uyh`}Bs82pY0j>dVCV|DbF2yLW8-*@>WffjOwM)P~O&?5sBbr9Zs>SH%Lt zwF7l(?>_M=APyhgKdtVgc|Lqb6n~zlpyU2)3#JU!*UoN%DIqcj8G+gIV2Skf@C!9` zXf3jpsU6#21IDJ(HkpzYf_Dy3<&<4ya^5MxL-LMv7HZ}DPfLynHCOy1KEvR3@y)rb z^G616!DTq|%xSs6>(_t(3sli{tk>2c0c0*<%*tAOl$qCbbF}%LaJB8?V6V46B;GF^ zf_-iooJ85rTz%2F$Ly~nxQqgvz)RpsD{Ir3Y=W08AUCC)f=TiftwD6jUtlT%V0R50n~)77M1C z=&;5>$zf2VP$b{Z>rm^1<8FD!eFuq?MJ~8osXttSu4+xt`aMyCf(Hip_R#Evpx|^V;psxH)5KH@ld0)YcDV`}Eg^<;TTrpj+*vZ-M2K#)=lEx@ zxfL-@Ztw4`jX-~kMZ}&wFDAbwxU{Hd8G1a_oR#DRGVB_G$m6r_7$6Cv&Cp9hMDmp-3NaM{CYq2~?Kb)51;y zbU>6(H;SB$f-W_$PLAqMLS2ZK^N5YPttak%8#X{3b|ClTk*hc^BXPMIIl`eWJ9@!C zp@)g;56%e9>He9pOuo1VCuOsBDU1c9>tM`VxTY(;`=N6W%Aaix!zgH3R>o=wK4uku zT*e{XQ`5Ax<++TtIjTa^Ah}kFBHwsZi+<*5$XcRuEVEd<=oFd@RF*(IR9> z@ruL(=f`06(w!A%QSnYNVo1OQ_Os#-(*@mNxFYX_Bp$Pq67)ke`06nog+j@!ek*ss z4XO#5bu5Vr?aGQ-sVlQBJ9!iai4EHTn>sY}5Ip)NoC&&8?{~6tzPSKyQp!Xa&m|}NZU8dZS;bp|>hbD_fF?YUc zpo-WG6sDJmB7gJZ?3(-wt=1}{eviT%45)KpM+xeXB@lcUD|K?4l%~82;z8k*4SO(a z(+VsLLH5GA#rwUNKPR{alzf|r zsN&hU%C1&oshz;<0$|6g$wQr+__1_lgi=njwOwFAyfGV{nyDj$c?Q6t0V(WhG z&!>GUm?yC}r;H}PIcoM}_cY?&3aQtNV@2}E?Uhoi8S_Fo*;KMf8KrGdQdsm=fTYK; z{FL8OP%s-qg0-l5xmhrrNtJIfpW5^ql^3 zd-%a`r}A-`C?@%3E{7o8F&IV_JJ5K#pGOfjO}9l;Ze)OPQFB1&1Q|vz;PDDrM669bgqE5t5oZOH ziM_o?`?|Gk2bP*`!mA#5s`@w^M%UeMfjWGFJj}tJjAZ2EyxMbiE@0S$N)JrtJov_5 z6I0>uAxwYZpkZ#EO6(dWOZ>GV}nCrDgU_!=pZvFp^v(><9JBH?(RRx;+= z2N9gn{&`UA)Hro?9q!D2^mUGKm&Z|E=JDjWxr2S*@%^LYbMZjSTa7kvef_|4s}NE736#qrK-+eQ_wWXfRE_(`!`0TGK#-9XWHav*BRs zo)96kc!QKE>5@C1;AUka_sw=whK_t|k&Wjg%e^hJgWSIUWuc<=Py60s-fc0m$^@sw z`L?y?)VG-z;%zOpX6i;g>xS|RC%L;%t?(26E4SV(tb>s8M%2cz&z7h`a=3frpI}~o zF`t!|V!J{cxszQTlpMGY{x+c{;9h}K9&_Jc*zC>EFvxakD`wYzgU2}Tn}w5HcLQ;4 zRSfv3wyJ1iP#nv&fMc<)JW6Sr6tGAPR>W+6D=vRCJ>2hJu(eJzh{tbG*lFE4;!AYowW6;kQ6 z4?6L(F4F@-AU$CvA-XY{R(A*G&_w8ir&f5&Q}w+^trv_E$ILq4XGV+neTPEGc|g%K zo=$KN@+gNBG%-y9V#jo83JVz!>HYF~xwRCRIFjMr)guIriqFrkz%`NEPWfMpPf%ul zpMd82PSta`*ByH}Nmk2F9QavLGy8d(+9=0^)wC}90Kd;H#LZJsag)tvQ}x{alGXzg%df5-^c-&WaTRzs={^rq@?yO%btd? z7G@7;=k4%VQErn|B(&t`9%Qs7EdN)Gx9&MCs{789$D4QH$Yw+n3x^jSE5}td+nYds2%d=Pb zekU>q?Wyj#9^fND%pqQ=8$6R*lAMbujnew?>|}+{@u=#e7y&xfG!77Xt_od z`Si}9;m22+)R;;CPJXBohX_ZFqQ%fm+97DU#xIGInj<~bnfE<D}`58 zFJWSggY-t03G9uXrlA&MA=#O`@??AbDMM~W3wn0$5GMc0Y@=j%%KSrYE8W$R>-aHO zO0FaT#5bH>=a23Aov#6tTyGW|jfbaFyoo&uBi(}3P9eb7%F*cYRq^XidPR=>jV z`t@o_AufrtjM>uU=VYj+Bxj$;C<`yMY|I-}TwN=oNE-5;7bo;k){Ze=n$ngU_t!%S zg%?LUME7QJdQwA`YND0c7g<3W5&o6~bCsY!wz6MAI790Y7b++gbBx;!I`xXO{l4jH#yH$o0`S-pX!Oag#fzo1kmmDrQP5Oy+!|)BDM`VMxeVZY-LvFghf;FnpszdJtQ<@7g}7+4n-swEL6TW9Hnd3i;-B zp>i_L$iFJHCo9@?H7KxhF>@;IBcB9km-#sFDlPKOrBw%R2(gEIjG2WrT=+dJ!<+DB z8R6+K)PpBgMit4*p43LZAa@)jaFb_MlopDMuzaF@f*1_I*u4T68A;8>)D06ZkPdik zh-DTR56CZV3@ALMo%D43N%^u!zpK8w=OAi+^;aMlYL7b0E2`ko%e*4Mw)0E00Mk6b_qIxVJ znkaSD5SI~-By;&5rQ7xhCHp@%{c2UuPrfVAN0~p>T5vn;yz8QroU0Q<)g44n{QJ#6 zh(f+6{WaNvXM0w1wM9q}nWpK+=f8-9)^q4&l=b0j#*L6yzM(P?5*y82|0~gRE+{F- zTz~aey?AIp2Wf4XsIccoOLr*#z034h|#{%POx`GbtNM&Zb zo&Wfp>#8;%2W=U$wck=XrclHhxeNpLrdeQ2M2{KIv$qRYO0aOj zs*Q3gl@t{$v7ig5TG!Ib+z@1u{WXg{ASGV>Kzw`B1PG|E?KN(5UH6%(0o)$WZ0F>8}k}^~F)I=o3Bk z7Dnd_4ax`k(hQ=tv}bjj<*+7w2j*jh^%u!>GgjT>7iB>D@ruScvymiKOCo(>sd6rD8t_x1!# zoK%|WbEP7ajxOCBjlZB@)q@HBb$AT~5sVI=(Os4wX!K?)d)#o@STsR z)sjI>2h>IILu#dZHCoD((6)`t)BRPO+|;*u7kXf#w73M$DqgjAZ>E?_LuaHsUFpZ9Xa&WscZNi0Ca9otBJV}q@?=#53@w4N=QA2wo=d&Z?15%elIhxe z@+>tcO^3%* zOOJIe=FYTRkG{Zzag@64>Dfv)xCwQ)*(wLsD!(aOY`keIu^>v}1=0|1YGhT>xrips z8I)SNFXu09Wvo#Y30VECo3-!~7wOvwdz%v*JW3gfj3|a$_nb1iHoK>@MTPR0gd*?y zBnDWE?W7B6$-ixxzhSq;EYoMLq&HCnIYXjis~yXo-aquGf|WK$>!woWsSifp|DMqI z%!N;tNp)lbmvPb0Jqisa0Wk8aVmqb}+0O zFth3Poz@oOFHWSpDysY6yKD;!Ns>Ia5H9!n#WsteuyK8Grjkt!l;*!t<~s%!gd8#Q zD^dE?Q>7MP8m91jGsv`>b^9}>GMu{XYa@po&Sv1yL5mP>nlgGWJ2|9>PIk1DZ8C zb@beA&)f&`(fIs<|DXa@Nv68h9;h!>w3TVnxpQ$^IB#Z{Ks5W8uWA4M?8`Y7HBI7} z5AQ=$zoP4gGA8-5*UAF!1oOCNHN-M!W-IPY9C!)Mbei`aD7BVlZ93;#_2Y&M@6?*W z%>Q6wxYYW~WWv_&-3Q}87e5}geg1<(yaZ)PFdkPEdQW^*h%W3YQ}N1I+bKjXLFnOz za;taC2z3xn$ONFIDUG$H$va+BXdUubyT`r`t$KPN`meMtAY`qTAUo)UOFNo9rVO}yL!G#ThGT-@knTv-UWD0;ixv-!@jM|%@B+{YgeULARG}aYoR@S(TTS`^!w1C3RT-547$=yHDfEJ z(;^FO@bZ?bjr(k=X1pIMHCyvY%e=BbAYx3P8k1VJ!@T(~O#Hv#?Eh<+cu$RHC0L@8 zfzsb~zekj6x6BqxzOe*lq^;Zb7itjZu+D%d`?xtMQ@#yp&SD-5XV3wZTF`xWFJ2Zy zR?FK6;1fSW@QPI$4F>@3#d3{I0+C8Z%qM;psaM|s#^_G-Ak%PUFH&wO25JQf)NLsX4Xe_u!lr0+lT57GfoX-$~4#loZY?F%sje(Zew}#gYDjI*Qx%p&A)5Cn@nQrI1vSe)?H&Jwxahu zG5XXB`4&@`WOOt=*m^{r)b|9|nG!KRYJD$O9dBYnNMsD&w%x`rpwkaY;aD(nAWvCB zJoLQp(7zaT-CG<1Ma$wB@izv^(*my2@?F_Fm|mIa_=vSz8KolnRyCqjGXcB)`jt#t zeFv^Ev3HEmp7;A<4=&-Z0&lJ3?DZeKIh(6S;Yj9Q=YrG`1Hr_77@FJQfo;3q?-D%Tw*{EZ*HJtP7Rq*pN2SYSXx{o%Vq{8FgIHr9o z4#Eeeb6+2=wS@+0#e5Xz2=qKf@9IY(?78|pEjj82UPf()>ZN7~evBP5o5q6S?xo`6JiqZzE?N;oZGp~~wu>01DxPh*S|7iDNrrtFm(Gv(3MG9Z>=6he2e z(7r5UHXo+2{#(L}S1~=@eZ~^h(d_Xlca6?vEd668n5@Aju_c%=aXBA|h|dVsGug?z zdSWJ&m?>p^g$zcJ6;Yw#RAepj>Mz&cVA-Zy_~I z`Jhv|s^k7;i+0=)cg$GK#1xBwCflLu&O*e7OW#4Lt;UR1)j*gD24FSZbK@gjf4pTQ zR>AD4X-2ck$=}mi@0rkbn0NY`Yo#@*>Mm1ks0dxTDU$5Yfa;LPO=#0U2(kYHW!X+g z&=ekZaF4`j-~DUN{BkAAYgH-KxC=@7-zCSTHolbCrim-3<;0R_<@C7(GfFPr@QfjQ zg(f4L?zQW4VLqPPWQP!4VA@e-fty!p%L`#vvWVCMLfo=B>X}!f2xFq8_9*ueLG&JI zZwk(sXr`GC+T)^<^Hnw?LlrP1fxO*yibmKpgDRNGny8FDylld^iFyBU^c14HNY25c z2B2$DVUNCRZ-+8yB0Hr%iq<3Wp(5CE(YbI0V}9ej!JWWaMPc28t2hL~_mT}_Q*A{D zWtFZEIY#v-I^{T2xAHHm^xIZKq`Z0JOjgChd`mDB20$s53W_ryf6w#3_vl2XCU2P4 zu#}Q1RDx|ijB8gyQZ1R8dLl}{O~kni;PgL|gj~cU=Q$x(TT}0Ie1etknGSX0642#5 z*wt18@p1{2Smg%xiVjDHy^_7MiqD_eJa_@6Ag_l?!|yAMV=tTV3$iQD(Bl}cv5Qsj zv|8L&*aJwg9AQz*eb;C2xeU)S4899f2nx=AnM@b6`UUy9ENs7McFSf8qZmj>KkqsF z0Vo5@G?G`ylFC@aE1KqCLp8fWlLPba{$v`}m%qQ-C>el&gwLQ9kIoIjQ@tKq(jO@! zxKpPAM)9ntMG0VL@$!y%9PA^({T)cpn_X8av5Y5HG5exm*a>C=V^pO;(EE26=l}V? z?>GjW70P1*qm!`ZN3vZv(j8u;&A`SJP^jt)OXarqzooysJ}0fsXV4b){qkzJ!5Mj} z&v?3JI^M)DA(y=r+!#v{UK9Z14-@W3d+)aG0^yYkL!<7Ta_i|I^4RWKLn=+CS}}V> zy2Sdae?I!lqI*apjWo?LXo<%G6C5IcQ+M$XKIJc-j@heYwKaD*e9oTu!#DBY$eVs2 zKBMOH{0aZ}|K%}wXrRZag*|NOV8BPB0G5FJycrAdWvSE$|NH;!YsgPSHm8-xk>D6` z)5zbB-+uH5FDmW=iQyQ*?m&+Q8t@EtP}mLw%VP;dDy0$Y5b2X;4#=ZD0(GcCwdX=< zEMeAHJ3pey+R%|F9eVvMDr5iJE8N+}3X zxfTbwml2BJ0Rn6cLzR#1>emZVX#il+SUM`8N)+3L4?$GFpSWEkA-TtU@pH<$Vr?=c z+3n~6=p`=Y{(9GH4-~ez+Qb|;=ByGO_$M3Y>{sN}s&6jf`{%OVN)G0{#io^aU&Shh$$w`Cc=*7S#>)mI=g*t)(Cbo^l=p5YFzkHH4_ zJr!FwVKQ&%qN*CfjAbE89Gv)n+p26 zhg*eZsrF8Vmqksok;$j;n-wJEq0EArC(|q%F;p@;DKL@p_pvq2<1Be_I;NgM49So@ zhhMzAvHfYD^XHNh9x?pMMpOi3dAB?hxSR_tK?$UR_vMyIrLzoEVt!MYv_W=X@Iz_{fQB(=(YvnKhI$icJ z%9J^rze~V&u|WWyp8ijio)i2wvp+N;favH8#+OQ97zP3A(C7_=q+*^yDq`|MDx&hO zDnYY(sqyW>z;RJgS=%E;b7~ok*|VKM<%2U7+L*5ck=fzG~yArAt7Mb~|+50`WP2W;bZm8A4=r60!M)5A`(V z%iEgdW3gDUPp)fZ))|IJ;9w-y6VspQ9#pDAgdnjLV4<<<^be{VWG9x0h8Jk=&;5+9M#2@|;nEs!z{Z@2<-0 zv%TwbW1(R7Xovee2xddc)@ozyh&IIucuQ*QMG@9j5A|-K(u~-#TjJbkxwAL6Sd7~5 zoA6@CNL89u%2%-n?QVVR)dFzpSKXN1F=^3nVU}6~w8W7c&z)6~NkBpdu=j54@hAp` zQ~triI(CBoOo7_^>wOCP(KX}qFQKoin|u4S$9r0q2p? zD<(+mC$WdND?q}_?IdIoatQ2RXw*SGd()Q?!!7G}#7&fJTEWe$ub zBoxEFx&sEX#x#;`Wo;x7z z6DTn*d*Dm)dVT?-H*53sBVVdT0nZ!v6Odbb#~wwH=914fdXCj1)ueBeZo!X-={v~f z#s%=2nxh*SeC_AA5Oy|%75#YHdiUU(dCUdCgk~ylHR;ARNpRu7*P{fPVXU#KbS8x2 zQuG*1 z9`h8yjODuX`p*&;Y(`uFKl=Fy@w{pXCN%jm##Qom=E>Gr$rBwN$WW?*qDTw7XS{pE zA{>k&EP5Vdeg?f&zT3U-LShip&qvLzI?a&1*@Y~F{FW!ixUw$mTfa_)3zX}K;L{Eq zfsa&=9=z_;F~qdKuA-FWW%A9Qa(}H&{b!12KSoH>pf|i3h42H%tsh%j1A~Uo!#8+N z6d)D;W_r)O^+O;@bk}>&)9vGb3A#DCdUP;$w3COsql*a^T2D*PDL;M1^6!8V@ZM4C zVUB6{TaC?FRH>%Bj7Fx{mMQaZ+#OJwVn1lCv{Rpy5-73A`s`}!2=&sm8}9mRCe#A& z7L9r`ufZ_{6>5UgbfXo_sh6PHutZ!E*4xY{jh^T{@ccs860lXQqnH(YQ>oQ4*G}qr z(oBg%GtRv~+J2PJ5xLy=l|Q;a6xck08aFY+qFQMiZvs0kC?ti1l zl7szq{os|mb{Pi7%Z2vzw?i0ZG2wDd6Lf)=QaU>Mq|&@Ki;$wId5^h05MYw!1%)Im zJmSK-zmc19Y!g=>Bu{jXQS58C$uN}h3H57YIX zR|WfUd?rHllcP{|Irj%tQLGE=aF7lTUc~XwWLCZCuNahAt4yeRKBZ!QrO;WckuPjx z*)wA*py2?aXnh|e*`+>P1xRb>7^;2tkLs3>XXw5jHw!uoefl`BVt9|c=GDNQKACWz z{tay|S4>w{*?bx}I?Vg^qdhjc>~O>M%aZ!wP?IIc+uQMA4AHY{y6aQR8ja15uIVWCl2$e$pisIySpqGO{1wNH)Mrd zIuL|oHaBRi)^aT6Z(+j7WPbe4%SI}FD%W?1&K{`i`fxjMTl;9OCHpPLE94(VXgiN9 zdyN<@&LBcF55_)w115&zBG`oF%dLGewykSX#8_6lSOcf2Dy5#c8EEf~>b|+)sMjh- zF~BPjv^!|0M%e>Ra`afB$m^S-{bMIXDhF@p$zhimJ(8&|0EJY?VLcm__;d`Z0~xP1F@TTgoNyJIZD^QTz~Dx^1<6QC+s#N5{wE;PW(C zYlnj$!y})#nvhe8EvvEC)9c742xH#RO26&&XQFBD9YqFHqv;Sj$e0Re{eoKTY5Y39`ppNl9S=P*(QEbdzR5Gani0!Fg(IrdBfJVP z&gmaG(VFmKbsZ4<3W`ICzujt1Qj~y3ht~P($P70zXe^jgI30idYc%v9m00(pku`c; zT?p0etN!H@wE}~1f>j-bqrv;Jd08nzWwg&e9gtO`wYo=HD zdnS92jp7YE>QXn>MU?0G3BSs=?>$=22lhMCow|mhMG5a`?=N z*NV|2^x=4dfJ|>@lLeR$msp8?R|R(uqwa*Nt@++&A8H{%$0ABn;TzAb3X?2jq2G+n zex&U{AM$iS5YriGX^B`S=#c6;Kedqi0z*#{tt`cydc(lA$(uf?T;F3Hma6^2> zAl~=O*3?oggli`IEk=yYQ()l8`%y|e7Wl<@sftbN25L`)>*lZ2u^#6an7 z}C(K$)&%DlN^Y!Yza|KZNYG-A)f+m5Pn)A2cbc1p!Zk4 zfFn&L5{8-TroS7@9dMYGyY*+P@=x?RB7^U}brFj?w#%EvU;r{ZY7X8XO69C2Z{lBo zitXDgd$aNTnyW3KReN6CX$xw=!>{)A6~BlBeU$ijq<9Mv4utWf8IpRr1o+kJiMt0m zY=kqCKS??9XMTok4ZE8u=6k-AG6`(%mf}-O^GjCEXz1-7PIG-9tztUD74^?fW@zeP^9> zUf#9lj{#;4Gk5HLUDvNlwC1fqe^m-duD8*3n^kI_a@u9>I+j)$l7hx7qo9U-<*_Cc zQN(KxsU24(8B#??2f=WCa>bJZu?wcz6!v;pf7Yw}T6g~vP<3kX8felwdDn)Tc+d5x z>#A2R*WK`0O=Q@zmGlU~d;ou~|2SFRA$4s=kL@$9jaGjX9-$%Bmc`M*(A;QmfvX2r zGe1=MUbDS2-w<+wq{Hf5K!(hw%2RRrNuw)0ZoE9+ zxF*8XriL$0XyWi&c_=-lN_+vOEvAtxhIxgA1%D&ouLm;hd0?x9gKLd*4%)N8_FSoH z?Avb(dGaJ6J)}o$^((0FGOsOcuosj~;J$)k>cs}IaJ(+Mc_EaM;Ol2Xm2CIv{EhK2 za2C}2I7K2|ww~zJ-1(ykC>}hbgx>;oX4~P^!(qrTzHudpZjP~WS1E$g;A1;(KQ@d5 zCE&}(6&sU(B3_AcO%Zy(c?Uh7<9inG5&o!n_9`G*o3@$%%OYi`yVLyWn=2R*h#yqz z0bgH2zW9a;<`qb!8XZug6la_gTUe$B#+1YQAntZZIKSWFOH)=Hq*80{QMaM*S^%XV z*zsLV4Qbs@njvOGqQ>8u4S5IpRlLKOY#W-Xdo%cbx>ZN?>b9&+!+)(*Io-uK5Z-c4 zkCae?-kq_=f_6nhr&32BTGv+Yc^4q}{^OsrOLXy8Zc}rww;RD`IM32Uv?`vp12Puo zfo;fB#Oa_X$Nw`yz*29s!VE|Ry9&*=PyT|#xyfyQ{2dObAINgjG5C!g$BO0-wh*!m z{Y}q3FdT6L5$XlD!g`1uXV`@Jm&IC~p6qUiq z4Ggn4>)GcdT-9ZY3+!faUuqjg1{7e)^Rm<#m@`;}0zS7tTAUdNBQr!X`B{x%%(GV= z4d#j;TBn+TwPKIlPG+*XE(+iyn4!^S>(k(ups_TpL7xQs{(!JtDMPLgo62o_9mnZ$vymSkc}^$M*6r zx(mVdNNDQee+#IQJ3lY`h1aA8NbSQ?*F3vrGV4b`NXIHF=hD4bz*O(xQ1(ED1N#YW z_%@TtA$RavKV5Uw8A!g~yUAR=RBb!101tSA5y8Ty=M1yb`WfO+l9J`S*DZQg>A z-{1?mG=4s*IzqSHN`BfwQ6I<<=1AD=SgVv|Z9&@|5MF?o6|oB>7m88Y#shyl0+GXl zPE$&PiD|$Be2O^G&V8hjrnU$!kG~vQDymNmcM3EbVx=2wKnwP;7k8+hlqCQGi!!Hx z7W>?Muzy#p*rURUoXHUy+;p|SUsF5=pt_mjJTzA4i_>yXbnpap6>L^qOL-irY*)Zf zHv#MFQKks6?{)8S6LW8W~_psgLbT11gC~8^Ga!$s*eO*HD z!=6X=IjFx1nZSmn?tbWGuo|eZ-QV=X?d{YB=PnojezCXwTLwHY1d3DDW6LefD@YLS z(md-H(K7(DfG!(O1k|#D5MxJs_UI1iI6!(7LIfMd1Pr|jTxsHbPCg5k={4&dEHuv} zGc_%p_&8DIl7y(LtsuB{75x-nm6|md)$=n@bA_Bo-8c?^wS{gfH_5trPW+a1jQaVJ zDODhR!vYpO8-JlBELai`sOHxcjpPPC-O~`N1&+AeXlN5#ZjFh48l)MY2T~KFCmSG& z+dejgiFW$!E65>60LwA=OWkWf(Rh3|#xPo#lN+Iq6R3i}%mEJoy#6@p_b?~5gUkNe zVI5NA{OmEn67VRoC;q9ZW?CRx0o~jm)0x8>7B)PZe^@dc6Q{*XrB>ZSofd^>Rg>n% zGT`SPdm~6qv;rp-4X3+p-)teE^7qfkGk6?BNqRrQuUGAB=ZJ&hR+RNYi7>Ym5ta0d zY%2!%C|{qFoP*ets*)jn3Y5g>OvfWARSJLjnGa4)QztT0&cSXHp#0VCj=eHswXGw9 z83`O9(WaO8kDQb!?lQss@2!ih6u^t4*Ca*n9 z{o_H9PdhW1$X*nwYwln@W!YNCWryVwrnxR`z?AmDZc zP@X)alOiJgEZj$+)9zrX=*0A*2Kapt@GX$h##ig;9)Y>Rj68r_A_IDeZT0Bu0$(4^ zes-%0_$R=)Y+PW5-L;G1jyF=eEQTQGbZ%}{Lz{*~p8`2lMqf#-3DL?&BM1j#E`mae zw9+LED#@Sx7EFu(+m7s?bed{7u&8Ob zkxv!|&o?+ZJmYZ=DSQ?A2H2YGLc3d@TuP=32&nvJ4!Nxty%xOyAj$U&gOh?+oBiB3!q2-vGZYe)y z*n6d0kbynAq5k8j@JpShfT}H@tJa^YVoN&h-WtW#qU>^pE+Y@?*IA82vzw z{hF`8Uc2|)v8jyr-}@7Q)2@*WHU^y#Q+=`w1x_>S2A6~V6GT~o_5StYH2oSog-_&@ zX%o)VCcnLaP3b#mP$dzEF6l&b15j>iSM|LPAiLcV3p#vHo*%ubl#wEGpn|DQ87i6D zCVcRwkcknVkkc+bTH=L`g><{fq$g;sd-TPJF?~+~UsMcVF%Vr{-_wZ+{u(4xKV4&T zssiI@h;uS*8YwX*8a5d+JgfW+GuK=Pb4P>cOm7SGXbxlt@E2g{KnBfJk8n9Oo<$1E zeUb?zN_)RuAUc{7nh~`FtW#IWKZGV-p(lzq0h8yroAMcxq{}n5IP&H6b#Y3218Smb zufpV^PypcZZ>LV1{UvS+gj)bhY7P2xI&Y5n(Z>3;0@U@jdNj1v{W~jzVlUy{~z@0twl&Qk`H<1!?;E!NL1Z(1>S+pzEaW31% zM$BnEOKneS%gK|fD7VMg(N3+Vd@gi1si@a|e0Nz5K6a&i!wly6(B<~~2)p)88{8ij z`40_Ri4~C>+|tSk7S;d^P=p*g+#U6|Uw=ZwdQupUWX}u6bmx#Et>MuKQ08367G`F; z96h2K_J3J(etUhu128vr_CTs=8NIBZAEnY1PM#m8bOCd|5TmIW{UmZ+msZBCv{YgB;RyNz0#}*qTQooOZ*%t%mX#So; zi00tMima4`x#6=@MI+q2uail^o#}>eGKG?m-3Vi7bPtXzA+4nr;qt{~Y6*^R7k~Bp z0|ZO$PdorRQr{DB`^^?j&0+%?-jfr=Ajrm!E=;CI#rHOqjPj0`?i8=uoLp3%@mSYO zP1W#z>?2>IGtEF4wi7V-HgDa^s;a^)aunDFMeC^7h$fSKxrP39o2XB0bsC3l&P}l+ zaWRP|@N#f?)qh@n8hZze8Hk_98PL<#<%$Cm=deaM!Q@__i7}eFi+B7Pm{Z)|0Q2}} zGseE;j!@qH-YOk@xoVY~qh#{vZ^C-Ff3% zff4e~h`gE+NL7^=E|YpZ!IU7Z5Jn=f0DwR741-u(P*^flLUSCsn@Ce`zYmbHEAr6^ zC~O4iCd$@Toct&;KJ&81u?A}WOi`fxxCs_DU4`t#LmZXrO`%WUvTys0vN}mkPS-2J zNa!NBW{BAHM3Kp{s^z=L3UIOd`7jY8i~w3(wR%F?GI7j>vI9jU@CA~FX&&65JHIyV zGz#a#rGSic_2BbQ3!G>_mL%{Z_hGMG+j?IoQMgCOz>)%Wv+z_G*b+@=ol=~>gc9q+ zyz&^-w;JNg)h+2yK4=y*@ccO8$41?@LK}9uUZ7Kx=WUL9nZZP6_wU1zy&>L`Q7~9o zI$^|y+u}llY_2jbe&*!I(D-HvOZSoEqW~`hK;tuHJ zA^=vIf)r|ri)LCJ(Ll)&`Q{}ffl58dG4JIAf*Ccj;G#b1-^T3(f%YqzZMc5#BwT^Q zMe9U8l|UrYn6LhOR*oAdwzOLhvTQry@jV&?v#er_>$YxMA!G2)4eQ@!GAagtB96n> z0YQ~vM!!qVJ^v}aZK^rUiLWQ+{K8`Loc<;TK_kIWpsr<$_Xjuu9vAx3tYyCIIU{35 z^(OOZU?Ze9QxksgX<;0D!rIT9zX&dA_6?in);vpgfeGZh9IbRkFoKw-K9ZfVp~mz8 z@x7kI13TKOWWg5^6qwNgT*pe--nPR?f6OV%JnWTSCH?5*Hl?2jAD07l@V62G)wUEu zvF0}*ex)?W$iF3+OV-u+Qby2xxchZGI$~U<2GCl)2-ij8OA4TBes>em zQzFGH0`mzTth-|TnA<6C!hv>FNHt#7M1#<3w)Hsw{$@4Fns!0;9w$xYba znEFx8J52JVFa2W#_Jh%;IXex+tAh?6HM_QPUQ!XWW%>e(41SH1+~fSU%+rtqH~hl- za}N17=(1u&84h-#0Ng3GZBy8d-eCQY{DZBgb-(v_qTaG4f}Z5{upm}76Pie+0=b#M zdO&7+QzJ+U(>TD9A}fZp{NEhjOsj2n$&j^?0}$o zG&|Dm+#xj9l(m;`sDu4|gDw=;Ld(mR(8aO?Xd(v&?y;$jr?;u4lfM<1?z9=b#`rF7 zJej{RZes!mh;s@muud~1b*rs7O2v#EJ|Omll4TX^Eo^}t?HSc!gzp1NJ(@f?Ao7D^M9iGcuR`=&UW5zI{~WTnGH23+7VD z8JDtQ7B~@k#=_8w7JZ{IhgFP_+UUY{FsDF%?EvV1G84D^;$)9L#H!@~bo=EYg(0bDpy%q2!YtQDUE1)azD5#d&9^ys=H`%maoI_pe;&=}J@!eV? zOLEW>u@7mXddgu67tCfmO4CuHd>>=*o0$92Fo_Z5(3vURbpu?W2_Xg^&iJIodq?YH1MQ!c1nKlVc z<=gH{05P)zrFP5sjJf3=Ft00FLzjXvC~g5)3=KztFFh?$u@lS2Ft_gwi^rTUJBNI_ z2q$d!@3c7W!?%RYtDl>gmyg2#-CbUH}q+xHI-nvxY%M5 zxER&Wpwh*mOLx&ecY%!@Hs6<=w?o*3`#@Fq_qT2ihKHZ{D{KTcdOE>lES&~9o)bqJxlL<(%UL6_Uks^nj_k$b%0OO6?nv-U% z9U;fNtn1ecfK(QFBlp8Obu~IbSu>}-jcu*+OnIXM5zAUuQijuXh=|D-rd4-PZ6}+% z7O&m{^|Y$iz`}8~c^=5Yxt)KESi;;MgJ9!DOQ(IcE53P!O*Yg!T}DCx-sO1gQN?Dd z*V_K8m9p}&_ehzsH$}ci`5U28%Ab+nn@FYL$6CGrfR>((rnq!wy25C$wr~d!kfAh! zWJJZ{${Ls!-BD*=d3KfQaIHE+DK3ZRLJr6D8z0;Q28bL{p`B+pn1OB!4%YE9Ll#O! z5*RFTy7|YLGa{f8X+(&mE}Sj6+tvZ|1?+4*_mO1zB#yz>IDEk0J*SUjKa$h1@ere< zKF(awsYWQ49TdW>f+)wHKx1zQ8GMaj&o-Bu2z)75b7%y?L!v3W^NlXmrCFW8$qU3^ znSNr~BlNrCh^C$t?T>@yTe9;KPHsreg5A-1f#!Gh*@t!Z&>R|dS%JZ%G`}t{P(pgv zkrSho=q;KXBsnt)rMj&}BXokZHR&!KqoK3NE~zJ2V#Qacx$%6*t89I4aMisb)yn)% z;t|0r46{Y6XPE-06mQ7dfN|)Rzw8pFq7I)JE*R^$054V5(YElXtlfJ6o8U*u>7<2d z*vcd#WsXO#v=JI*yf33?7dQR$|{ z`4C}zs>)Oznv*W(ijreKOT_E?wa^zZ1*pUA!3v#*fYsvwWfCxzneLPYB6qy&+Q*4< zgPceE>8nDbf0fIp@ymIJXwM#Y_2+onz{i6Zk3dpMz0Max;Tnmrs_aS<6lnG|j)vl$ z1bBg~j135CY~jJ|N{nYM!78yYY2)1k@<?2CVc(t z>@859VDQ5lJOHwE!C}-5J;8d`(-T(bb3Kb_5Sup?+^n^%bZ5 zskHD1$g^!g*J%)0xWD#HN|=@vu~250{C*$MoIqiPdrm7(fGDvKn&hJe?A6skJlCI* z;+Yj&DL__A3C%6Z4z-l{j;2ol06yuL@lwZvDg&)Dw!4KP@7Cr$56Um~00K{i$6wWno`xT~M*42DDT(`Etj z@4jBs%|+Gec&T}xaS8%fOHm24$2D-5$1FJolUGgkm%1ISq{QICF`TZ+v& zI)fmFRmGZR7lRm$o}}Vqg+Z_3cYmD&@nW`zcUqga05ksQX|6)Xq@!-O2)dc%n|ZN? zG3;%X%z9VOzPS1#X-E#!?7|SpMgFV2JZW+=QAcape{G9VayMQl)7T=OQ8$?%(kbDn*Tl|AU*Qt@L^xwBR`doOhPd+&hwe{$L zCP^OzLGl#Y=n@!!X#WaBxC36W^ry;&cu5hMnYKpvz8!Oa5rGcpODYssDuLlC2H#() z0jun4Z}^(Ivql%B%|GY4N8R#OBVKpPzpQen0SB*Cv zYAEB=FO<^NsAmH9oI0ie{>)H-W?wwi75cc628*4M0yYIZx2BgRaLQ?ni_0e zTuOMK`=Aj;BiDPT1kl zQO|1VX2Z`qK81hya8Ik%i*N5oT^Y&V+)W9iM)?O}Vd4CO0!gZf1Q6?BY+@3G2(meK zxq;?CK3Xhckd5Pcs!~VCcf*%~X9#_L=I-{A@t)0-q_h;lWUH)>;}7BSd2~W$2`4kG zJuMcKjD3=-AMGgrue&C%}*Oq8>P}} zYPb{>TVgf24#W8JgNAGf@oj?l;P3iKFT(;&QJKC07<2(HOV{>02Zt0rV?#qS*))FL z6L8IL$JvdfTqf(Kr@4FuTr$7SsQ7}@Vs@a^Qq8Y&Ki_Bc^TEQz+RU&wqNY}0Y7ee} z-|_XCGC|E4wXcZ5!II5bKkJbbGs3dwQkL-Mcb$%y9?7R}uu`Cvm6FT+iXJ?hTbvQe zft#HBDvU_AzahF@tEAdxFFMoQ$hyEF-iJ_4Ng`XenC<=kgSRhh%BIRisQj$0)e5=l z#j49WUg6gk^VKKFY>4_}Y$;Qdj+|biQ2jE<$lGTnv1uzP&~;jF5>%K265a?*p^N**u~s?fQ2VIk~w(S3sZ^4Y!wS zjLMSReo0;`cUL~J~~BE3f#xzn%I zgPQM49eniWxBCK1<(=FT*3h_cGQhx@fGIgSu!e?(XB9k%ibd~PChI&Tp_EP6x0=li z%YZ*qweH^%=2p;?Tb!Cuva(~IXXcH5^jh@urS~fXqWQ)(%Nhnu(j_`LSH??!kKYl9 zg=Xb7Vu(l0PVAHFsW~TyQwkxNxx8#-k(7TNA6mQL5HHfBSN(G#{CD5x!v_+~4|XGH zOh|DPd~nin^jmr&)!P_wy&2E9zcxxsO;jtc1dv#7Dm0Z9Coc>QW{G1jFMjECl|n+! z5n48g(buM$RbziOI*XOJ*__pruY^Hhu@~H4b#fF^5L0~el<29Dxm4@H@acH12mySP z?7d+MTP&)+rlm(tW4eEIq>QPoh~bgZY_b!AVG%Q!uSX?2zGFU>51s6O-Zyza;;uUt z*w8+D34`9$>s?0U>^gvfMF8@b8xw;~OHG{)*e6lIR?!IR)#bpJ1+aEXXs#AuU}$Lg z`P#(PRQcVzm#Qi%3N|*3&4A3QQtJA7d=@0EY=Hqkme{BizLq)gc7J}zsij?I@+5_? z2<@=X(=GID-OPG_sOOlosujdW`?>0aZaoJ?1|<7GA$;8vPLc;$zJ9_YB9I+YPIWaK zx6?K@gKoow7oi0dQDxCkT^$20r|btioz*dKgHSkvjYEQhmE&2(>TNBsGt#QDRM{N` z>+u?l{?KqT`1;Iou)b8nK}{_v$`c@|_Cw(y*zj4U+QiFx9aLESWz&m+2t_WO%E1x; zp?E-4O_vnIqlCZY7>zZtdYV|nZ1R+pR8$1a=MMg zUgy)838Ey>3r#3#ikGZ$806Jv7~8=`u8>vM7w2{)&pLau?Cm-PKAi(mfh#jd00js% z-2s^f<^Vv5`SL{qSRG^lfqWVOH%IT|35c|}w~Lz1|NiZ9xI5U}n_(iR;r?q$=;eEx zBT~pIp{u)l3khZPUR150aS^HfJk@j8t|a59Cs_LmTkx4w6)zr{7ZbCGi&eRB$) zlxTMRLq_IrSpkvAcaSr!N$t!gl>81({UwDA7*i> zJf%$^0d4fk?|QOFyQOx_T8Mn~CAm3bl#RUF>&#!0PH5>qFi&g#y$g{EHi3)@qg~iZkfLpc&x-@hP}>zaFS1B(B-l(ds|F`AL zKVEQR3P&(0;oUvreLj?WFinR|=w4#jMjWgN$c6<$k3u(Pk~l(%U6=0HYy)_tlem1^ z=y`aL5iiIaXPoW~7p(KTOMlreC8^m77%i|4d`1ZiX z3=O1Q>dd4$GYouc4mjj~K}II3s;G!jF~zXpE-d^hpNWwX=6qb_sI4u|z7Qa_x%Abc zy=`EVngGM{7`s=v?P}e5lqBH!epskdQ~Eq_yYrtK>XnHUig~mbiCB0=auxdZ0ar;C z@og9OPq%A#km&Ly56Qk83Q7x;KNR;aZCwq2Nhm3w^{jf^t5Pe!fMXZg*06Pv- z?DOaeCW3&ACZ{VP5d^j?omn5*?5=KG|Oozd6EvjmjB4#pONkUY1 zBL9F@-QwSbTU-+N}0g{qlf{34NY>Cv}Q96zBJBqW6=}0D!&MkMg4LhSQ498O( zOg#`|IkzH86s^b__Z1hGHi_ye?>bv`jB`2V-?5U(;>P_c#gd}ftoT%5mDga1KYn-P zH{hdmvZ};EV+6MMCuYmfBbrm+Q9HjdY9kA-%7L`~Y?d(kvN{I0b*sN&OGq4Jz$@jelw@_Wzszy%vD6?Y)P4JBt{mQZd9>lbvdVMrg)ccj7$8|2p3DrQnCH8(v%t3=Im9!8ZWk-GJJrR zk-QI@&Ai-YjnnLk+<0pWvs{Vy?;rCP4XxzD{!~TFf&H!hQ($D|vp&8yLC^Zgl!hQi z^@*DpnTq|Jh(IzN41?7QGR?K~jlx3OzW#m(i)RFsTMzms*eu`xJs16<14~e! z1XDoaAE9c+8qbC6kE{InavSJ~CZ6oS_4k_}d%J0ruyH(^CEk_6;K2S2bB1`mzMxbI zh1GfCptC;rgdAsAQ+&&4<8u?u_vr_DMGjdc|4H{|0(EceMH}n0#?$)5>yWaSc^2@M zaASx;MdU;(w4(h`rIp8fMF0*_*h|PXDKaLU-VDo2G6Xk7D?r- zSy?LqdsI}1u-N4G3pdA1|C^mtCgiXRM3*1M))S6n>l71D;X>DH{0DcC>1aF@h#vZJ zpQ)HlkM{WC;NUm{`q7mu&XD}@^Ps)ZjxOnOq+f5Jrq!n@>f`SjI?13OW zbm=!AR{^j4HQ_6p-AIauiL+fFh@v>H=h(4{StBmE8jndh6mwM()lnYYakTN*%SONz zs4$$Rzm`qy*SzvnQ%LBeBFhs3HVKB|@81>1!!UQ*i(Vlj%+KqKi1-8v2f>H-fp&Pp zdA75{sHb{{KXyS&MaDydF!M7NNdjkBCViXZ!55;wlH%Qol)rKrSqm%Q&;lx4|Pz^IkK2neZt;BiHw+_P4Ax)>~98bIV{^{312d`*)r$ z-GjUNa?jW2=3*s2E>1~GDu{NwTs$%&;*CD}k(iiROmZ^)7@b-%v(E7aO|dB`d`^(*TMkMP z4iUjXNR;jFxU5f&5PR1j$H1!B=%a+o#-!IYEmY!-N9f13fnzB)tTmdB&FDUkwG7mR z6Te0Q-jP@DurUS@rCuuzWO-k(WBvMUS6-2;(ySq5l0-E$|L1p>R(Bw2ulN>ackKlGkV#uUg9be>jv6u|tTdT=hKBNIO5rzH~$?xbb za{+$jeAYt)8-X|V4QZR8uLn}j2_F%UGX$ei(xgdJt25tD_y+IY%gmOqEg!vVE-fSX zhySptPX_NL4Y?6J#`&Q*SuHYAzf{52+~dX6(k{v59T_{cWoPcAgjJFtU#7l5$HOz_ z{EF@P!#y}Q^+`vE^>g={lxKV!HP*>)UKZEACxDM84Oy9*Ei}2QsHsr~afKXyk9=W_ z6+euVcSY4lpvLW08}*=SPVPB)d9}=PFfhoB$Y^)^(Hi#7gL3cpF&j=P{|~ zpG)XYIa#~4#TM*&P`^POu%H~ezM;_7JPDREGXSJiJ8Z}~A@4rtpy_p%m#|MQE-op_ z85vP{c|-;|V)mJ!4iE7PJVSj~O2)(#p8abSix_>UA348to8C`srfG?IvE_B0?}`0X z{w3DpZ(Z3J|IwY5a*r4FY?bE?5F2+IxXrwL`EnBoQgQ|cWcr4Na)GZ(WP3Yzknh($ zK+fI-Q@mty+#5askYQtCy*N4|!Oa3$afBxz)bo2L>c;xIi6V#nif98sBX}m<8`2w( z-7LIQ^}KDL9fU=`*gTas8G)AN2#F--(DNvC!;GW=w4BBvKhpKevZ3U)=<@1c%v#*$ z$pd5Cb6IR`+(F$Goi3b8!q@Rrjq9v96B>$i)1uVv&7WDGb=9#b`zv=&x6uk*i~jcO za1yh}GcCF-6fp&DOCp`MurO*UQDST+ECHcgX@WWFjWolF;tIG+9Zxn#ZAifO$FEgj zntKBzmLf!%nzKi1{l-xXUf0&_gMptu!9}8>qUHjlG{F)G(h$9PQXMem+X-qm zDt-}@q2vNWdtg}HX%IZa>G3ik_{`U{)v|kkJEw222hD z(ad*8w*g@xR`Yasz$0}!jhh7%+ZZvIgpN#zpJ+zlC~W+G=oibcn6;Yz%~JF2 zEd1Q|L3;dVSXHxAr;{FCbyU;_vyWHox*|oQI!9-xWj+c~A~DafEl*NCbDu;;dXjrz zfJlC>CmT^{PC-ewq%Wgp*7FjZeS#7_gv*vx%rq}(`@^?;hPJ-EYTj(}yzx3~CKVc+ zAZ?Nq_r$!TxeEVx)iD3~lSYe4+S3_+qi&Q$e$R${({S%6Po8uVqcpxWO-dCvP8Q{hCDH5HNLI9vmqqK~~66K4~uI!=5Kq;L(p^t<0|5 z#1KAP%rQof|1+x~H#JCL28^4$oS*A>GWNDwy4fJ)%g+d)y=8D018(`g-!0Ny>g($r zfr_u!WILgmr4m7div;=NVhO!lE3zi*(v=jP1Yk>mVJK9850^`7l+?SWSie;d2dEVH zQ|p?&&|;Hk=MBEBcXMB@|G`zhENFhVt?)krIseNqZxRFrrKF?;qTiov^v|CzfLhFt zIzs#17s)f+t~1~b5XMAvcn2i+Y-9=qZNDA*Cf(T z#wo_ak3w=HE({td2Pgeh+}~A|hOlOs<3&-tk0@=b*yWr|Tgaf>k?ZCq^`F%$o>0;; zp5|REtN?T9SkR!Idos;_!OW6S+*h(J&?BS8IulUc=$x_IG6Fp%-PX=&kq$-10Ozw9ZL?|ZM)9Pu%+4S4NPqdzTGtI zgH>u-oEL26JZQ!hK-*-(#~~;H^+X^>zb_m&?(@ z3T&`st3SqfBXTq*IyroD|3$b@izcGU!@I8?V8FQtE#-CkLa(MshBAzdjJAM;1}{Jr zQM2%Lb7E{vSf2OLH>oO}=RY_P|E!Zfw4yVIrED=3b#T8=7WDGs2YXv23L=e|4?X@{ zc^^nKJcq;2U{g*k`0j6NS z;lWY2)j!|!A8&q_C*T7J@uxhChM*`x5^`qO6%VPwdX>7Wqu&o4%{tN?jla953c?0> zX!wmnY?j)6^hXX$4mSI^`{BDxA}F|Zr?PWueF=imHv1y%Wk~-9B0rKB-E@%rra)CG2YemQo^HvR(M zAB}{udkwF7Nb7Hqvg2xe=R5{#18Z8<&av1v@FYmn7{Pq@j3HOQ#sUWvKD~I-Tg)54 z=#oJ+RVU-rl?_6g1uO1|H0%5mY5v+lQ2)kE1zVScI+l`xN>S&tn6)x&M1l}mZk$j& ztk8H~Qlms|w((4Iw7R0UnnyR;f|b-1Hz&L?ifrXkG|hLJC+rj|sehjBXNyWmX|Ya6>-_xL@Z%tuia9MLichuCH> zl`Tam*r$?n{M-4!858pv5yDeQ=TecGw{s?`fpOvPz*6UAavfIsKcCQGqibli-1)l}n-eATO z|A8&T)Jkgwabug-*X6D;5~Y-}+X?o)t$_h$N$-(7CgXNV^$uP&dR`(p}FMx>_7 z^~W>e(djh5X9qMUZN3IA+u^CKqzXb0P>4GM&-8pakVk8`B$%+vx^dkTq9*3kLt8{$ zm#MUCEnje(bH(t&|LK0hLw|LX>~UlB2U`n+`icggjrjD^7&`py#!&_WxEMnu+`jAC zd83&O`ig;MYAP0(_P@NvYcWBv-MVz6Q||$o7-#QRB!lpLr#ucdl?rm(s8^q>(&73HH2ro zy2+t_A0IqINeAw<)32}u5)Z34hESu^??C6cBE3I_gX4+*sCL5rF$B0XDPHgNtF&lA z?F1lGSDx!|zEbO3xR-POO@M?`#!^0Y+mQ_y*GpGJ^kGen%KV&6*6OO+_J_9=o%UZJ z+y4%b#M;D5s?9f=)|38G2}Yb_ACKN$wdBSb;>f>xg)*G|5d*{Uc2O2z{M_bJYi}c1 z^dGqUZNtCf?vz~rg1hU}5ASh-`HzeN!01P2XJt-J&y}-@os%aJ5eM`^~}ujrr!omV~DGL0UeJJ_jak{2+eg z*^>kY1MC#G5PB(%{%(um00}j!gA7sqMSZ(D=2)WO2iiMUQ~5bpC}N>sm3$v?i09^8 zd&EAj77Z%kdg~w}$*7rBNaL{tug`#Rd=+tz-?kY|fUO(X;)_TbF7a)$MUcD_>_oe{ zHA0Vh6~cY=%BAQ>vEZj47zhi)#X27HjbJ$#p#1v{Z4;y#678a?*Au$Gt(XCHQyK~i zKO`iiO@QcU1M=J#uiN9aV042d4(m){uZ7$Tc+_h-jY%*-cSIo@pD7b=H_E!uu$(eSer+?)sbnJGM`tEpTQ+#Y4iR z*~`YVRJrN-eqQ&=1H=7viKK{LZDhp%nb$zzDE(M2Sp6%4l7kzACf)Y;s04}UlA~`` zh1)n{VM+kP(REKiBtRFTlt!;nfhk(n%L>x(Tv$C#7R>%iX3bc%#hh2Gt1rWI?beTC z({gEYm~aV>B8E5PaGF3GFa;N-x7!%WJZSyHzc*cx^#G)xpdce-WjGxlA9uL~0fwc8 z8vGmr8Zmj+!2{m!fW07JQBmQz^zHs^Q+<}p5D?yk4w$fd0_9t^%YhzC8C473FVkzF zX`ya87Nt#l?&RbIO(|Pmfx@Y!<5q{kET1tq==Y7IUB|KE=lfZ={gWBV`y0cH$gZp& z@=u63%R5@+fGNasW1bZR=|SaHW+vH+^KMB(&tvr_bak-f0kfn{AX}-de}CJC=0&=n z)!r^#SXh_|9I_OYlrSsOqq{7B)Y+>4u)qS@v6#mdJ#x2-0nMS$c+`9&*4_2I76-q7 zM|WSX#SIqQYhQfEB~u0?8tnJRYMOf7CH<~^g(cxn*!IrO*7ZRv-r{hL(Mc}bA3^`n z4qW+U&Pe{N%@=ub!&CIEtkEkm2T??0UvqO`&mmu*AG{*!nYo|Sx?ta~hiOR^ylmy_P?W?ydx%8eF z6T>(xZ(RI*M*D&t&Dj|kUe2t|6q=7(xOf6nBlyBvJ)dLFS0Tbu*;C7|%{3+3-$CCJryr=Bg`)a`t zI-(~Wm232}F;ksCYV`!Zp|Gl8^7A=;cy%pZ_my~{Je|p)9UY1J;kKz{U~c|0jf&d^ z%H%UE)BjEfNf7wCx&0ja0C!xY6^4dKzFp!YU;H*#%hit)P6Pa)}^utq*=KDkCyPg)86&zG2} zQqTGR+!I7Xn7`5cmImow3!I-CrqS=N+{mVI#}a#880a<^CFojuZCI$+U0q(E!z~a6 zzY0KkI%beYPh0h8G{~ycPy;vQ(6e{ZUbC1sw9DsrM*^SwSwwS0$U}c##y_0?58rr{ zNv*mEcbU=07~2=aG=9@=uwtSfeYK)DiCJ{15ApLp>puRK!H!FQ6s}zD3@8owUc>7o zJHKwn#>Wfl-kZK%CUqbHhG5TMFd$r?_#$F;{*kR-qrY0KxNz&rG;w!0^;)(Ed9d`i zXgSU57sRXXw!nSz1l0IXgCzH+KJfngmfF?l!}?ystK1Hv+t(lX77vj%IL@TnKk<2) z4>K|4n2neXj_1l|{WS~bwqJp-n8NmA>0Ld<2MXDA*MeSRl$q%rGUE>FHzt-3#EX9$fRxXAQCZ=bGwfFGpLkx`W z<9WZ5kd?*Bq+>LyNPAIMI~Nw(ibcfr&KGD<$x(0l+uGZJ*Q3@%<8e68BCO1 zpt+0xY!y1={+=mPqM-C+IQ9g1;cS&BjV|6h0Kt;Z_nSM0bXBb8zDC+KY*CH|J?tXn zu-eQ-2qZZu=ZpxgFE_O|86e{~=~(Q&3=n|ieNTGcop~+)$swpF%^i8qHcf^QJw^pNcmltugb$n%}Xbi^+K%a^)o z)K=eBysOz?K17MXpt#1(#<#tgQP!6^g&q}sOfX2A#nKIQPr^XqA1C2*hE})g6DsDS z8~9=_LB4b*;ik9dxc?hSJCS}&p;n?r5u}M<4`vdPdX3H{obm}T{eVmVgP9Wfw6cb6 z+K!tF^}?auW~03YN0VGs1wWtRJ!`xHCz$s;B{JD(>ApN12+DFE^bcv6tY$2d61NhX z7oA|L>hZY5xgpVHeM7X*LxTwkoK8zkqWtSxbr$N*5NZ2vq+VeMT-1nG2bir(NoSM2 z<}nRDl3t5y5t-#RT=(j*wfS7r0Yd`_5Wkafz@$5+yBq1QNy8rVS!=y(AMf|BtWpTe3?^VjvAr&=a+t9aT)LJ)m z$S5%kOJf9?B&i(XGK9CO%VN>-k_F2*EKL!9f<#f%@> zfBDzm!yzKCE1M^Lk!`Zuz0tg7xVS;kGcm-WT`*US0}jL(({upRO!B&MQC%6DOx#1D zLkox6u85ypexX|?mMZQLR_TA%+1>quFa6!C*d8Z`4})1SA_GAxH%x;kdZMDAF>3Kb znta-T1Ds?*9FGfRpQJ;N^JaI8%Ds5%N6-WR^HtDmrb&bih=mblz|)1M;>YPj#(%7| ztk9|H7da&{QKxS2s$3<`%D3}ZE*?~KQ@EiSEbkp{TYM|}!Lr(&a4yCNLV}#0cTL7# z`t99kOWFf4&GNhXLQ)rkOVE>FUPCq_w_OQj68L{GqcIZQJtitXKkeM zW2JAqtM)6eAWz3iA3(6s{f04{7SW$B11^*sp1bvy11$md_53glDk)mL2t#+vf^oN&M=a%T1Z8X!pOP1aJ_IuKvWkpoob#3^KEr$% z=k9i0cDXOgW#A0KORBu8aZfas?VES6PQVLIikw7)6Q-~LVamY51Z(oGi10*waGkD+ET*AP=J(9&Z|d_-sEir$ew~z1%D}GHke5pc z2)9=TZm8&vHL{%wqMKr0TO=oj!dm517;a@RHx=P(`+FdM{sgC2hz7mszTm7h`N8Qvy@l898E;c}_MhLs2d$y&z z#@lsYPNs#k>`WP|TJaGx6s6E-p;8MUkVW7<5zPs#AcS$9Wo_UL-tL}{>RHF35@l+l8JE1A*ZWY1NpB-u_HFx;*wwD{`2 zpR?{7KhYBpU^}4aRa{@+FqTP!Wv9~q$dqnMrocfH>HYm<*XxvZd-8M}A2Md>`<(zO z=s_QH=xEdBJ2H;;)yH|gQ=(FoH4Da#=_NB1oyA4DjQQ#Nf;NEHXtOQVPRamSTyt|} z1|>?^k0+-ApL>L?;EoKv!qfNW>GaDiK?j^yulzAjGFH~s@|MW3IqE?b-TFiRGVbJL z4?%R^ZXzg=1^htN!DKdZw6c;?;Me9W&Hm{2H~MJNy|5PI8`)0}SIs7$!9eQ!X>0K; zQFt;IK|3dT+bZ&uoEX|5U5H;DtbM!?h?E|ynrrvFq;2i4dw#pBB6cH={L#zFc^D^+jBxV@Ls!OU`#b6kj8@pg8_1o}r$e+!^<%5JE%m`ifCu|NsQky^$eWr6 zZddD4&4Ny+;{yXJPrs50ra``9NOit1_dk8s5lVP;ldctKVCRe*V z$@8*=sf<6Ca|kABZei|dGTrOIEKpYOW>!c4(q2I4WBt7P;NLC(RF zC{Hr>+p|O1yHuz;bwyQ4u!)If;Q4qQD#dL{-SD&7imrv$?s#PnVQNoblqsXQyS}hw z@a(*~nHjs}{NiS&+JW}K=}=&$;|ZN-0<&QthjYWW$=4SDQ>^7WYb3i5d?0A+;MAy$ zz2Nk%SU(Omf&I%X`&G}uzAP+yyn>MKi7k>(zM<=NQ|BKS8X%*6Afd z#NyqZXrd=ieqeiCY-E{E$-UV!>6F9wqH%Ka66Fc$x-#j%Hl**!%iBQbb{vERQ3TOz zhrfzZ+T}N{yq*NeZAXiLAQw#IY+btFk7`W1(s0y*Wi#-S+EE8BRuT%pHDR*H@wTrG zC2ON#UbP8*L^p4ChGb_MKJnakwWZ1kNg=OToX1a5tZN`?0!A8BhSC|y;P|Ps!+tU* zm-SNwG4%A00@Ej`C?RsS(;;bJ(+P6B=SAs9*#s$l3bLrP-%sUPuGzm z#F!@?7AB%v3smWYjzpeKvX6KybH#VanHqQz#)sH#SM(Y--(41 z*ccjX5*HZpYWn#GXC=SmAwqRLw<;Bhl=N1Q5% z$o?o$@OR*Ft@xd0!J;Kt(N6$=iNr9%r1cC!wH{$(VaeIrLe?RAZ76Alb=CPrdqv9H z1n6`(*@uv-Hd8Fppx3FvEg~`iCevO`p!`59`{o&cW%(M<35!znP@fYqww*{uXu4pU zk(@YmX|#(Vl>oa-PS{UvQAb}YN8Ee5c;{w~c$8WCfvWk^+-f^awz~SER?qRt^{cK6 zpPepUU(PJyuzO~EgDXAar$w%*;c z&?F@V<8^FA3)XAD=l*19EYoj<9G?&OpM0YGt`0R<^*3}(V(A_3q@^3q8 z!?G38R6(n`e&k;Spp$HK|JUVrA3m=z3LE70${5d{0_T62}V!nPhw$K>$_jMEB zi#v-c{R5YtO8}R`V>OLXL29rE0@ip-IsNwF!4<>L+B3jvQ_X-Fo=p|J;8|E>^0$4`kF}N+)VPdXI-QfI6d8k4Yb|}>K>2t1cg_@Xr`?c+VUqEHdHR*Fs878iF5mI?cY}aK4)BiX!#p zWXD;X-4kj*5V7?;}azTNT-jH`xXfog;v&m&$t8|_ccvn_(v^1@tV{P-+ zzxyHM?Ck9C8Cu_9jL&scConCOsan~JI1RKo(zTvwPFx^5fy-I;)`|Y|IO+)4r>TGU zp@E&9b?|StZPXbOCutZNXYX+8@n>QNn(R?pwzyz#<9c*Ry?a+eoGGM5`^NtGell7j z3j&?(imwGAQMPWa**tyr>{8fSV@_RDGZCq~he#mftBS9HGkJu|oRd+rV1beRWXI%d z?bqkEdQF+X_O>~U|3JMx_Yy1vc9Y9V4Umh%3AdWiQ{+GYDZ_>F-zW*rn@%{5_{5q^CgRw@jLZpu8wJjs1>O2dnIKY9yVVksVU%m4wVJ7XGq_OK8e`YJ3;xE_0CSFcx$*{HcJ=o7khw&t^27;Z zv##$Hl02!Zs;c+gGm6x_sz!K___rrA{)4Ges=1iQc4t`Lnl+9&bL{^lf0BC!L?tFl z0S!v({*rFl0_gJwL2{x9R?rRb@KOy72pD8tiH3o`;$huk7j3nzg{bRk42KPwCNQ0u z$|ZW|v;%w#r95WWx_*oy8+Ax7^`Cyg73 zMkd9sb~%%+-qJwQTRj+!Ev1S2ClNGGJJBuTGXTRXKb@h8iDw(tehaCCc^MD&_P+;1 z!Ohx)FH-#4$jUtO5hdfPab$HLw?S0+C~SH4_S>6Oi@Bhoj@z&AKWo3-jN8lu;#lH~ zp^J-~H;B^d17*|(DC0pr_ppk*qs|uZd8o&iw~!lCb<1~?eTLpz#OX6rz4Xk^HnYej zHxu%k>QfGAEPjCUNam?O^-CqqhgnijenMaH$k97d4!URh;L)14VLS=6X4I2Z^Iz1< ze3bR2#Fsmw+vg0`V#bhfcgZ|9Jy(crPaTp{HAM09*FfhF)g7Y7p8NXLrZG}6w9^-x z?%NZuxWGiAA}kPPe*X1t@x_1QrW*A-!$WA*oPd)`zArtH?d8b8+uTZFz6Qmam?F zvb3zGy&o6*1s);Y(=z^<#D2M3V6csGyU_Nn1X18z(%^0u3{h?y7oN;wI&M{eE-F2R+{xEwi_9Q)qBt^qKeq2x<1SxW{MUdkUvOaI#DHd}cU&VXLeg5$m$_oC1g;4@H! zd)yHGcbaVHhswk6%Ku-QZ2#0aXE?k6Cwa*(BzQ-Ws&1!G7~4b2wZ{q6BICN9;enJ* z5#L@@ahb#{xiAG}GM)t$J`Q?(>V6he*n<-by2d;5ObB8bG(=nGT66`yC*o&DL32XC zChG_XDk73oR)whNzIbW#;DEGXsV4L^ z2PC^{9PA*A$FRNmL>o%*UD&;hjg3|=Rti%Gay|Cr!XTi9)c1|ANh5kk5FdpU5}2Nw znku3djP7=4W&dFF*6DG%PtC=xsDSw3A%@$FUnLi5E=xyaik8?xe(;uKR6U-+AAu8= ztedA)@V=oG#4q})jI^~A_2c2;ec^rXXxQh@xNrcFS>eBWm9xvoLD=O)W6nG>Q5mq#dGWXwFl-3tN1(<6wa%cehrLf4YX#LCc{@AQ4RWb$sm{}NNCIpXjEF8IZbMb zu=7gZenU_4?Jhgby2dk{pL74vwE7A8f>_)5wAAC$u^Q-TA0T4O&4FyEHw$@>Z+l4n z%76SQzfP3$0zHd8usuh%3g3PlnViKOT<+Kh=)Xq(qHcdM=6-SySaQBlaqCan#$8ix zxWGyT4)h)+ZH)M!e3S-*?#k*XmpB?385v7$&)wE_&?(HXo+@0DMNHdcX9l(1g%7cb z)aw=GDa#~`wV{)W4xP5f94|n-<^-eUZQaLviSIHND41 zIOV#_w`F=$N1hR(EVogtsw(t?x7-fB&huAxVaN`{*uU7s;vzP4j;5x@UM}X)PdTYg zQLCa{7o+MC6)RSsh0NWqiD)>>YlH}c&>PMh+7vu<({!ZRLUCEdDcY)1_rEagrc<=tfM4UfBC^q*IvhD*Un2fx326nv)kXgq7M0KUuGLk`WBa0? z>v>TFAD;}{`zl})l4D=us#**4h`dafH&$RSXJM7Km^>ACUV>ReMLo(438pw+G6#rD zyG!(zx2MurTrT1;rjS0H5~A}wxgg709S$8$EMq@qKgcwqVsl8hR2Auf4)1!=fpoSkZ(b@@Y)GfYmQF4mZlqc)2k})--1~Nq|!2;20;$ zy`C#7tM)qQzAMR-IL9AL0XAPP)7v4-3SO@Mh56jLM<1V?nw7klu!+C#%@xH1D(;66(Qh|KG&Uf(+RUWPfOKrKQqJ?hzO^ANZz4e-2KTG|&u;WXt z_d$47#RLp|r{CK!FN0yi<^5@0U0r)H3*BXLs(IYsLDa&D$?m3kEbOdTfwMw+-+*e4 zSV%}Hpf0BCcJKJt5OCsXeeJtP3N!7Td#w9gK$c`d=E0PH*TrydF?RBkfqLP1Fn_2H z?Gpw(aNgVFHVosZ0x~;cEnQW5Nhmq1T{Cq#{nR2C&CGJCGniMb zN4bs|j9ET3e?2g@acR0C0-&|<+>EwB%DdV4xb@76F6rsyqnFvx5{a_0D$ncuKqo<3 z2l}%J`GG~{;8vR$$c+z=g1h~XwCx97>XHaU!3Cp_LB#C(G8XL)`dP&c3H z+l`}}YRTxa^6Oshnh}}loFCTg2a81?&}3wzm6972r7q=DcSo>I(U-PmXj{|-8Y>>8 zE4L+SfWYws)M)>(kPyX72JL!{KbDCNoWdEmr-eE4+$d|ZgNepZmcdP`}sb;ViNF@#Mp!qnzyQFQ7H1CLs~P zdJNIoKRZ}11Lm;bwU913X~L{-2Yv`0{|c9>W?|6Ae~wi7CI$NIr3Y*~vd~_Hn4eU( z>UPf)^7K|kG`>89gW1+esN|v}w*=*#z>SV~KhylPv+4Pp)k~4HL6ozq=J~J#_k*+` zpNxMq@BcGV**W+xtx9}{Xp2By+#NR}Nona!I0+~_dwtZcY3aAn+W%Mz2Lt+zaSuYq z@1M^9ab`9^iTnWeQ&U&||L4!&x%c^j&m##rq`wfR1#EAi5>$g21Uv_ zfM@a?1c#)jq>#7*2T~Jo&Lt7x>7VHSoA}=HABgW1yNa5m%zx`ovjk+z0ebiKZHaqy zOvp$`DZrX$7zh>Jt1ug4xnI5d78n$C{ejn(6lii&zJA3pH8mYV{s_nC=!*5-faB%{ zpdLYjTI_6XZ7ZfY2^uA^0I7rI@pGn+;9IZ6SvsdHROo;(S{QsU@hsp;X+Aypb+Tm( z(V9zPS}6K{QSxA-H((jLjR&AwhjWgY_fEQz>k=> zI{h!M`~(i*%CD;agDami%n8)978juJp})`oS%{j4cBdB()iHbu8(nre?3N7$1tD6l z8{{R&eXaHPZ9m9eRMJwDSu(}?^o+>Lzgan-AFMBz;hceWMbc8UvMP?iV{I^>KVL7V zr}-aO_ka4L1|@*0wzda`AK%;9*eG*9w|&*TIhwaoP%&q#UshP->Q-N<{L2#+JF7&Q z`-Og(E$Begy#Q784T&`VN!#d$0FsKHK?GK$A9}qiUw0!muY{)$A--g zJc#3YA!WdjcmSBZ|3G0}dHKGW>PU1A%)x^_&%3oz7{3Bt0bYnVrqlVg?j_$qL}iMidJJnaY{pUWiq*!r=6caSgi= z40H&R1IP`u4Ds)K+5D+{?HkXj7{h@OMRsb_SkwnD=)bAglH%BYqA!PjB^Rbx6wMD4 zAL#V|oll7a9|i?=e-x>Fqx17Sd7=H*YY(986XwuE+fkL3O_|1Vs{#%9DHYHQkiB?e z0(!_YqkbYye6RlEn2_Kx3F4o@DaO)nC zs5o1{=+!9u+!MtVD2*o?)#+@S&!9L>_IFg(Bn!Oo`xsWP-QSwjK_QbQ3A{Gnd}`O4 zg}b2XJy8HU9Uw;u2qokm(?x&v>eZX#h{Qzt+Q$Fg0!>S+(2U=1Rg!D3_DERO-o8xD zY0(eoX;@l0tJ&B9knfa>q%sx_&Jh&!&Yn9H8Nr-DkQK&WP+bokhilb!gg2A$1S^dF zl16$UeE(7##h_{0@Hp!T&}Gv>(%6JP=50 z(Noo#Ny23}zq&UNN)c>{vC&aERaM-B`NfNqE$&B6Ug~i22>XCBB&?At@(AkmiKdFMsLS#}i%VkyzIcUfy+} z5s=4?DSLlM-pQ%XR7Q*A#jH46ExGdbYN9LhFMxYApH~s*x}scfwix_<>+jd zuCl^Lhgc6h8)qaX75sFwvQn~N#NF;C1m|=Xnz*~yV#GqSI>B?`i1EdiSmya{NQw1V z++Z-^d3?JQP~tZIyifyiF0HhmeAjN$FnSOHN2BqlbVw08YDxL(w%t3JgM$~u%c=jT zs{CkXn^=R~a017zcwO|wrygVsv`r+^`@bJK{nz#|2cJEis$8x}Zl8zN$(FFPv!mK5 z$;x5?CCPiN$9VJ!EuDP(jrUDQft@ipv$UP*ejPXm1I>`E^Gvv|eZ$R#84$eUcyN3w z#C!s2+ypLxn<@z$E{Ew1{jt}Vr+G<(z#DAtlIyk8s-2>^GoneBI0O^_UqdOkP3ldbV?P@2Jh0&QX0@H@*4LI4b3=q~9 zsgD3ckk)Xu!Uz%PE%lc&AsCyS)2Q=QW3)Z2uOL>BH#&&Hd<+=~zud1sPr?P643#ny z%SJM|x3iG9F(ImZ(-r+IIon0awD;S9?cQHDV9Gb#6{lPqBX`90oeF)y<=2`n)U5e( zYH9%d;1$~@z(ZS2QOFlPGns68ceYc7?AeG?B*NwB@fQi4_ttM8lmoUWu;=vY!EU=u zp~tM6Li#)Y0(b5f!OJJJ>}xABv^-i~6i8MT7$M6)F6e4*%1Uw-|56mJ#se^66dkJM>3 z+|2QVm!57HKRjg)P6l+YQ!h7-r23%yGH7yw38kH$*Z`}T?kWbXnManw7tD%%WKukJV4ixB^=BxW=xx{$W~(4NSx zHRJrgu5+$ZL}8=gWX0V$?(wF{wWmc6z{_T-SeqU7zN&SvlA1OZV z1yu848`@Or6pVAJ{v=D?-?#o|XcMi((&-2E12}UhD*LTk!>;jFHT=}i_4l0Vcnrd9 z=tRTYwOUn1+M9cmAoDk{ip>GIz&LJKDxj-N-1X*s%>>wu0t zR-vD6dpPiN1O=TOjgTunbR_&Vjq4o_GIsaM%8J9FxOSb}silWEDyOzKqShgpC;Vlh zl(%N|X)KKvr}{|aaP~;tvfu$f zfRn4{dpfml({cUGu7Ov~V?SS@vW3KF!=t4YNuwU+;SmtfO<5ag?hA+mr zfVx)vt+dEX6=mft%VeP;NQqNviUODj0@%Gx)al z;9q^kC{N6K3b&D@5!Nq}b*g=Q!4+(y?8Zn>p8+4$uq>Ok=qhuj)4Cb!>-R^|d1{pC z`E?%g*JeQ=%zEe_`OlirM{LoqX?eE*@lc9>oFcd|QZ9DzWSJ9iW`x8RBMkAeQGmik z2&o;Y9{f5uVO$+arz*$PEiT=#BtDrKCPBjQYuiPuTU*7TPf&b&wdhYg1kPq|4HTy& z34ki;OI20F_ABkX;%sUpndR(hW6!u>O%g9uQyJ^>sU4${x}&| z1pAi+zpP_LvEiI1_$lc4-SXAcQ^$;!LQRm}JXB0t25e#u)X+iNJ$`CW2Z7XRa6+exx~v28a?@M zK3??b%>DsoYVO6uwo@LJK0)MYISJhsHcw?=!?jTuyZ*I^A*m-U@A_fjFt z?V0Vy);PZ60+>?45378**+pAhAA}%LF?iWwMGI7pBj5}?M-X}YK<+*Y8OdE?0pv~! z6v&>Jr%3Kj?C|Tg9$T0dZ$A_7=;)|oa@63Meh3Z>sIobet>5A?6`2-uP=0r2KegCkNn)^o0G6tM>Oh-vis*rni=ffhL4blF$C`1eejzXst4Xe8wDtf?K6;l zgt0>2GK+N4p$v&=g8N*HpPt!{5BES9@q2jX_T{=|L! zkQT!V0M)Cn9ZXSI6uJ{Q?Y6<5<)D8uO+@Ql47$%8$H**L2p%iS6i^zmaxm;5B9x#_ znNHu%9Vb=+P&6E3bW|0Qd^CN0k{aWZuf@?;uU*5Eo#&#!9qlKJr9M`Kw8{AgA70>& zw+|M{vQCpLPEHLlUFhxOyEJE~u-M=N6SSBEYJ4RH7hrqoyX^=l4&|Vu5@VH6!|8)% zrW9T=9xrc{$pJ77dkx zNJG_Vo-!q&xF>Hkgtvikz5u#2UsT#Pif)*pc`$euL9>N0q(FH_cm3E0-4iEq<@$1%@Cw6XKLs%QkL%8MmyO3Of zS^dK-N|_{c;M|#tx;X-ETZ|qntBho`n3{OZKBEI?o}7RfZ-nJ@PW#=NNg!xAC)wWw zzw9(iZw`lE%^;rLDm3Rv6-l3_^lTASOLleCXFI@zOmgZdEsSr|(+m(=LQI^dOtNC3 z^h%u83m-)+UgW0?g51Y}Ixt?t*C;B7otTDauO~oVl&HlgA4W53TWW)V&Lr(gB-b7T z!l&mHdBm^uJ}DMy&9Z*G2A$t`R;M*)7Y3~3s~g_aUL8Kl)2lSa{J};K%b~^hX4W%d zGY7kb^V6%NwX`4Rlb$iWlN5b1Uj2EWD)DFm3D&?l5 zKK+aLHID#@t(GAknGfa%uo=641og5DIyKXxM~(r&`9MA&Obi%mCV=^ux$AkVxdvzt zPl+|}D5a9*C-J()Y1LEtDsiOrjc3_5nD_M0vp3Ai@SPi=8l`Rlr|)KUc+5DM$4BhD z%kjyTn=00TEQVPLLHk8cvl&1kEd${z+>4lHyC?=HhQP4yhDm$Qq2cEGvL=P6;3qsv zbDs~3R;jE#1iyyftlXl&lX0axIxIHrB8UcrWvMHaZ@B%4W(@GTR|JrTabeu&02SVf zkM26P9~bOTw@;E-q{~BDki=ZbS(w;AWu0AnUwtHT+Py#8By zDULufu5ImwP@Qvjx^H7?=ZHgbP8qrNtQ<7aVXuD{p#B;G+o1W))ww0=2d|d1lqPuC zI|;8B-zF~sW`)HxoBS%&fE<5o&G!V;*{zE@>t$_XJ26_J;zI#`v1_z)DLalBc3m-K z>6dCUhS(MZ3$oZ8oYAoFyIkp)8scRP2U{4omy)Md5xZAQ9pPPTs<%$o)5np?tCa@* zg*&hV38x7s+O;(fF@)dl0`R4anII7B+w{VpEFNVyX(k5=70iG;5D-kiOz|nI4k$zn zN~z;h(x3>N&ezwW?t@s1jL0&b^zVEP!dq$zoAE3rdSJUP2ZOFSpIgicymAk#5$E#9 z(EblO0!kJwniz)7pO6{0QasV8Y&lhPfbhC|Cg&XJyIaaMiy*?Q%5t*Bo<%6qwZ}se zM_X)dh4VgI{*vDBJs1qR_;2fw!`uLB?Fa}MetEV8l7eAsYX)Xe%UQ1B zycBR;Sj-l{StLHyh9#9Uf<;1^R5^Un%!%3xnXR=3nv&!-3!qF*@+IG_=fsoq{{2P` zZV@%|R~shs!tdjiAd#K{e;Vup+d%w|?h}6j+c5)i-qz2ws_k>&di7sY^a@J+i8wl}{A#fQm{DP;l@`YEwXf2x2MvxDJ*V@7TsaANN0aRQ?WSmS;4 z){%p|fB0T^yoYE67IaKB&u@F&fHgQ2FeLNTD+(j2 zWYcQ_pG-60KS5)=tS|7p^YpJ@@UNFxR1A)oDpKA*e&>I@z4-$)TDBL4DSzv|kVw9k z2uudMrQC`oV?doIkL%SSsZ0@=}(@JeY=jXY4wY;3|mL2NzN6*LzOgfmD|fL65KyGeCLtN4g__fbUymvjKh7<+1?>Pq z2LupyE;iq|HNYE)uUQXM=$z_7zV~Y+;R{eRJ$r~Y2W&;h3N^Xq8{-+_XOm){(j*vx ztofjMc*r>`D?wj`@eDm)0Y`k##n)>44Lu0=YK*>~B*+sr1duYj3pp*^UVqkc+CnK! z^zjzBh=rc9h1!skh;+LRp6I~kD|7-59dPcapjQvR= z7YlmlotdiPM5P511aE~0zy-|+AX)ZB!s?pvLn6_&ciFM4|2BD)bJIER{n6XgT!l2< zA@$xwZuWKc(;t7fo^Oy^Me$eqdDpSL^HGh}l^S?Uy!tPs0^j+AqSO%^5K)W4*;m#0 z3gI!Z%$hXZss?{+K7dKv4A@Fqu9k^!pFa>WP3jUq1LUw6D6Qo*w7>x{e>sTV3>Q7# ze~>Wzs1VC(_n{u`7qGo4g9FeY;DlKoTC+P_qaI14nD7(SEcqbO5_yl`<>(7!tI7H@>NPw%dO`5kji>&1fLYhG66()bY>l3Ek+I3 zJ68Il7a+2vsvpcXEF?X2y((AZ%zQ|%KmZV0XsN?KSjUw+U&=GKz#vz@TG6ou1ogDh zDCYj!mgZP|5U#1<0>aicQhq>v;K_!_1i^2_(?Zw2t7gRcL-FPsyc!BLnR}s@XI*Lu za%G-bCUo@Ce{%a|Qy(A^(8+bj-WWu<)H(1NjfT-dAE zySs$qkL0Tk8`6VaFS7eyR0U4rJQy-L7?<9L(nBa6~+^I+l<>~_K z#6;-xqkv@5G5%YyK#FM#E1OU9?m&cNaX}(4#*Eu?dkE~Xn-MV?^+-VVnTHF2aIbYk zoh&*C7~ms`0@Kl47ME<+7G2~@9IrOfynsHZevIV_@s$Ep0iwRhQLQM+q9~Gd#O7D34o$li58wGJOJMtsGg^QOm&pNz4sY+i=bla_R?4qu+TFE<+ zBXO)uztA`w&*bL!@}SwX>zGdzx0@pSSIzN%DjEbxkuW$^kk&;uqPpC(=oDyxcdt#8 zs$q9jIatDog1&Ogqim3d^Ij_-d2P@0i~_atE<-v6uTA}d6hVgNqI}{#;XzO$rv(RO;<;Z3Sr9nwt91ko8{}0R zJnOnCvZ`nsCD+)^Cot;i%sNnnkD828Qsf{0Ox0rPvzBAZ_EA>Ee30Ao{h%p*5q5J1 zq;c=+?vI`R2Y|Eo*G5rgq)yqYpZ$hVwUEuipW?1?UtsUONofz&=%<76cnZl5d>+r#+b&L1|TPhWr{ zHbAv&gfex<$3s-mFs|n2V#~Kc5sTvt6vUMadD%%;zy(CPK<5Xz&mAB7lL%S1W~xfB zZ%!MW#?gp)CfuiOmfK^sXr}N^0w|NLI{+;RYM?$?EsA(6$6cp@X&@^)AP-R|LIGY-g@Q&Jr`;g$@9; zOdd`7R5D3`BK?I`QDeQZi2AV>U=%QX5uZLaC7Mz@1;fh{;0`igW@x4GEeGnSw4dv9 z*dB}p$93A|BnnhbYm`mB|_eGRzUYy^HE#Y8WipeV7p$ zJ3cLw-B(hW!s&Ndu@Hc9)I-HnV1r+^?TX_3eynUsi8(PD{kgm&4+0U*7nvsGda4*1 zK?{_b9woWPnEr+J%aJ;8%I^k4I?wA-mOVg=2+QKX{t5idR!Q!wgQ^vd(ClV3R(gQ~ zfX#Fyo1jHrv_d+Oi*tE7l$+s04al~>d^mpz@~>Gt%474j!H(;D!v_c$3mk*q_jEjB z`Mv7-AI)J+;GpfIO26bdo89xoNx!(u@)R*%|*A^3cb0II}3V}ewnZJ>Gn>ij17F@KENGjB^WNkT-|bEDdt z@Q;?>uP}i{vA|#bwd<_t_xMmFnTJIp&l<7jGr^;L!!&`-n*D`i09xEeZOt@%4ocY9 zvipKQat@#wdNgI|%H(^GzC0QMjRI6N{x*Heg+N(@%Z%dSpI8}Rla@Ccaani}_?Z@Ap$#s|)0aAzb(P=rkD z`V+27gF=4RqQf2dN>0A+=UHBTTF>B~za_)H!=jwg*akpRe;G<%OE6xy*3zd&Ax}_c zWLyTLUn@PRYJWHDfd!-l?Z9L8q!eO8)2Uzx2Eworc^MI{xSw`8OlvrtxHNwRRiz9d zfI9Y=oT~ONRcDT%??b`j_g8O2IhMYh(VV(~(Unqzr-u_k-y!y7<#VN|h;t7B{V*U& zPm9pfYQLj}7rXFNltv*N!+a1wX&H#+enF{~nC8GnynPR`e6}QTOhxd^Bm>yV?3w~M z*%L?^COzQCyLtcg4gYe;*J`L{0NY)%>^=3Ha^4;JJ35CCJsq2shT@_g`Et6CRQ zJvcMHw6~ay7ay$Lt6UCMULMIpgW^b=uL)&ZIHYilOp60Q1GjUrxp-ttZkm30YO=ld~i z7IBFluu021Q$r5mLcj8rW6RGz1hpxmY9Ac_o5E%vefr<#SlM0(*Fa6qxmZw!kjuDu ze#uog{*NgZjso=^I7WfOhqLMpwHh@8T1{mC!D3w@C(BFN&NmCV>bJtMRC==}H8o(f?=__Wwk2%)O zS%KZOe(Q~gvUS4hQiXY6w@#U&jc1g>*4LjN<&l*>ZxoN?)$3dxhIS9Psv@+HB)D*; z|E!Mv0f4oCUKhZ*n1(3E4we~i00_YX1idJMMy|ra6qNQa5Gw$WOC8YF%grZ;Fpp0` z!a@z5$>Ks9s0L!0Q{jc|%~rz=EhHH}zItT+&-v9npl=dPGN?zo)M-OkqYG>(H;v#G z@Uz(tVlQ*R%?yPH$|5{9rN=_T>m%bd?1~Vc#hknV!>q~$4vU7%&AcLbl5MY%CcKcl z483T~1FTCPTOuGpwFP77<2EDG<780b!TaTsf6TGU;9<9m^h6%VauuVX@oO-L10Dmr zWy8|1E!6W<&A%;Le2PSd=O{j&+H|r5F;CUXvggV75&Wo8^%UgxfBbu_MZ`MeULava z$c#GxcqRF+C!2++ll?KTUX1VlW1Phj`yzBh5AZ>$;>~;8Equ-uttN&xt@tsstF88k zEL`Et1fw4EFG&$cl9*K461T1I{DORa%6Xys!!VrWC-I)B_MADxW{P zeJ>~?O#qq!!KPQ60H_X*`QWB+)rc1E_ERi`QZOX$HN=5)W~3OkBSOqBjyG=7P#fQ4 zC@E}AmS%0N02xNJw_-hC|xe>-4vumsQO6_y+CMA1?xGMVeLP)K z5|I^%?Xj#q5FLi)qL93wtZ^zTP$_8!Xef5DGoXt!m7uX%&KLu?&sgf|M4u`JOs3~( zcna}=MOkepcgu6o`iu<}67usmb8v%A^&tvdKn#YoaTN?a+;_AR3;}uPhRNKIGyg= zyD5N0&)~5bFEB*fnJ{kT`}PcZFsz(7VKVCYaLGwD3(x zPMd$kMj;Skb0lZk=bp$wxtVe_vQ$UcdS*e$Gb{u$09?%>3>kAze#Z`07+G@~dPi9$ zP^?yNIte%&lIo|0T6J85wpcY6z<^i<>|6!Fb0Kqq9|8KgVo!>V)WUbCRF&qd!$`K= z&p4x<8DLAQF(!CTWLdfRIsJO9NPFIJcjT(9t^&HH2yMKgK|vYYQ)~(Vd|VUH+02O( z^?|Lg)Uvt#8Io&j4eX0HMVd8Zg@6}ntti@Y;qm!3b8aaZuRrh#V%|&$`lHi<1Vblp z>7&nmWU91C#(Qv<95K(sadolM?8{YS;XfNNroRM}?}$oqt!0pLQ)6xp%q>dbk<>_* zo6{9VaO6hH85Bos)(ef_+0Wl3$$`ys8w|;$%`kz1eHlRD7z@lKT12|?GxH5m@XP_| z9?z`WE#A`gTI`Qj3K)yjB7qSaqd0k`6xfF(r>9~6X?g{H?O6PyPn_m4% zzX&hXWdARoUSaMg1_?9(IjUY;AQVh&V(z2_F;sVA>SP^)0~GV070;r>aIIDbd4~+90Sb|1;HBc>5M+W zC+zN8-An;y?-V#^w}AzrouGexJyk6&?KJ2EH$ESNre}5QD}2Z!uLIwIW;{g0h%5j# zMaH!sls8S5AaLGE3aF*+{ug_184%UG^?@oat+aw*5mHKbsHjMHha%D~-5?@@fKt*( zH%JVfN=TQaw16-m-F4S^&i}+)`rdm#z8?{Xnb~_k&$HIA)^_{z<9CGV81d2z70T2Z zo>TQ_T_NpvyeGxS-R$z$t{8_Ok4r-Y8roDcsikc|&ww}yBr>1Y3c;{n#|E)RIS})$ zDth2ia~OW?-^4rpXMoUCabP@H==vm<{!Uo&lM12g0#`uSl~%9&G2>rt%&Y}t<8keTI?gtyyGTuV0yW8E+`&WLx2(ScrB zd@8LjfJl8SF=Yb8@222SaMYmNyue5K727^dO@Ff19R?shoulp$|Fa!d<2>+|%t6l;d(a^A1g8kUNM@br z02NdOn9#tEuts4aV~zVb}nXOo(6x#)W48XAWg^)3h^L-F^AFYpIpFio(DA< z)wb~887J+vB#!GK#J!esQa&8CptxK%HKu}RKHIjBu=s?_thbFLI6u&ycV|x1!D+;H zaPjr|ory5D7TtP=KiZucZ=s-opqNXBTKa2K4I@8`)OXdOrA79p_{V;NDM`7HB5pRh zh~Pfkj3!z5i*lOZ{6#t8MzTDbi!sYT_i}SV^pu~k3%Z)mD!q{(anrRyse*?lJ$JcV zXfw!ubz#P^0y-nJaHEaqD6pK{VVZ;z;eJA07`j);}k0o$Vs>+CC zl-bbN=Ehjt0lVkERF5q7U&IqVHmx>g|CA^#mz9NYCB#Gb57vxm)}c@~LB_i?5WhoW zkEFIg$cKRlEypiOSt=l0=!W|2KvyjJQgJb{>&(pqa? zd(o-paga{qII8l~Z6#%tgzvrl>py}Oz89c)C!`jO%U`^c`G4S@RwwI3ANrN2PgXhu#%zaq1@B9%1D(-%` zWZE@L&7hL=;qZM)b@@58LztdS=;Q9Y<3>;>xhJ@UA4*W@kd}-?W&8FVH9mG2!fdE( zE522VA9i-_GYKpgFbQuK_IGPF_~KG`G#}8|d_Hf9)O(}k?di;PK!Ab|Zp$E1<*_u` zku&Jk$6&W2v(p`Vn!?DZ=IzU23|mv-u_Mm`o27edF=31WP#`*Xu(^#gWyB?aN|ivS zh%H-7ZdZISka6@lImoS{9j1L=>NzrQF9&M5 zK{!3>jBlCtjNaejt=pHeUP4jfAc=s10ZVf3_!qfa4ZkU2-HkxGd=X$va?Hhd6Umf2 zs|vW2&GtzmFi>r@SgUvxZ1@~0OgM5Qhwmb!e@1m3H5$D2Lxg?hi#V1w1enYcsne-* z_L)H4khsam_y-wqP&)mA6tu>ig9wwNzU=OQRDm3uE-Cr8LvL1(kjX`)=BX_&5YN*iCfvus?Hd8xPLo?LzK7B_cT|# zq7S+wtf*~EKxOhZz2AzI%Z-I(Gq$2sYmP0^N1V@p$Vc^BLvhXH<}|~4hqK~A`Vi#a z2^ZmE?%cRJn!F2Tm7}=wXsuf0zi?0hACNj{Ntd#g_^6SEQ;_lf@Rco9UDq--D)NBx zhNzj8?C4_LQFntJ%!p1}0s{e2?PRT@czK(Aw4THm&0(_s;Jq91+foB+MJ{>89CYc5 zTe)o|Pycq|2T|R#+EFn9Ntwmmi-8C>gghic@mc!*%QHvPjgPv2QW7>?fG^_qDPG4 zVP>;m4dKOpC9V!mBoavaRdcD)>h<3aJll z&VF9H%9dHVp0)QZh6KPw-CExOrP)4cE1*Zm^j7!K`U<0*t9TA_r|w!TXlMgpusL?y ztQL?=J8>(}=@O+Eu$riZ>#+9E_y&dt$Z2#avW{l&L~2={W5Wv(&Sd%QTL(j|((7*- zej13Z9GxGbpwR;{8k^WH5xZ%i?Lo7$lbw@a1R1@1?aR5vUA8TwF|GhLh}VeXTuQC< z0JL#)T-~YDx2+uAA^_+(DYYE)x2TC#Bc!u2b7L)QgWb5#SeJ_+cdiQN*x|WR!ljB? zgQC*+%!vPGmsSfcnwPEL0mGSh>}yDBz>Ofnl=9@>l{q{?{s{Uo&2JaE*l?4S`m(@a7{8>Mu3qjdAkP+X* z7VisUI;?0~c&zzSiY&0nxV0h!ZRsMQ4tixXU&xX z+`?e^*)`Y|@Rv%r3%YYb!=FE!VUDOs$4S0##XkX5hpdH`V%k-oB%3oY~5Gn%tQlfS&lw-oqZ`RWGbpqiAoS`YbAbhaw#1;2+hpsxbt)li{t^OqN&yD%5omfA9evlmDQv+S$(Y z{n{}I?u*Z&V-3eUPMCo8tAqynntTh8H;y}Wpuinrh}$(W43l>1?+Jhn5F?Q*GFiSc zdV7Q8vc<>C6VHU%hd!4vb=b@E$Y4fivj9Gw;IfppH(k*kEfj@o=g}!w)fW>t+}Zhf zEdA?FuO0feg$FnOYzgMV62wI6r2b5&%K*;+M#H0ZU%{DI*Jg6QEx>+@vQ3TK@U?3_ zoqeLNp*_D)=9drqm=3sz&ZR~4%1SgCHwjzc68Zuh$k;Ez=S}5TBaOpl|7(jCLT`|- zbmb$0Xpp*p7{dKD|K7g;>c_2n>vqh$Pz5jZB( zS&{=DrFW+_zSo-#s~r27ar{ljWN2q~*;jN|ic5IukMOo6FHFL;vYS(}wpGbj3PFUa zPp4D){9N#H!#ReyDI$XjwR~+VH$p4>i^}uU^;Xk4>A0b7tMA&5i*DB)C4?NPr8j_p zOro}tYGY@4WOnpL@$~+>$=C#BDPXf(glWaS_Q`q|(JgY=5wD8Xd|B89W3u!J_p?^D z)5m@3_|ZH3Upf9W5tXeom*o!g#C#l3OXaV0!q4V9KUvZ6J*;g4C1uO=o3O%0rs0R5>w?znqeOtH!6ip|##{|sR zBPSHV)l<$-=@_bg?V-3__1aGva?U;+$L>+(-w2BdTVPju;Ad+Xs&}?AX#ito|2HDQC!f|0AcA zN#J)B?`_fzVVaqTdG;%#-09;c8S&3X5$X~n*HRGYMHb@hmSJGx^8)C!v4)VlNaR;~ zgEQ{U^^~gwmNvj)7l< z66Nm*rDEf(8jj%`H&N&^XvHg*pFky44D3;n4FoKWdp4l?e_K>z zSbnzBM`V72yi1a>fbmD$_V>gyRM?x{2=%R8>1VtXPAMj?DwxDs%i~o;zOdvcM4gwh$EC!_Cdlpt^@RP+qJL$P-VzY0-gMQ{m8!6vyBeEr zTPHnVW;Izmb%Og`X?=Bi_S^h2oAhR4^$yJ>n@|^*ReWhXOyo2Gv3eO0!`SZ4*aTg% zyxo|Km;_e|8^vwlbmcU(lu|AF=pmvm=UtW&XZxse%;ac#O4IPnmfgUr{1}(NuQQ25 z_|(1RZRKaZaQu|#eAgZY-CyWWJEq>s&jojnRylv!#{y~PbVX?S);?{rm+fGmZ1OUc zImA8qlSj^b884ilQplFEi0RP1-{3ZBrcy>Q9_~O-se5)&QWj%MEP_W?ne^2Fh?yv+ z%3!(@vq{6l8}1$fgQb}Rye560V|Xk~2`=$)VV*J-a+@AbWUiZDGEeMO^v)f9Sw+|O z7g@U#zwL*5UAOi9`}T;ZU*1hwDcp~@yZuKG1O~WTsO7Ec&Kj0%%vEo8ZTd_4 zVtsw+E$b37@J??t2ll96E=yTt<&4W)pVh5L87TNhC!NI#6ND3&foOp~ zpoQXVqjfP=z*&j3+-|;PMLNJ5*yN52A6o(t0{Ga;95>S6+23a06h2z}WXBa)X%&25 z`A-zvUSf~n$dL}n`OXdU%i{KC97UwYb?^LBA z1BU5^(0GL~~^71&mG-45gH;*4o6f=gdNb6`&Ykpicg*NxL-EfU-nJ~1} zf9h65;rdA>D50IE+KK3h_ovsL52+acH}3@>`zeb&&+O$N zzwRWRzZeLXEC4aiN2PR>f$eF*SV^4>YN8?#MUH|@-w?nIw%o_olTYZaS4xLQL!cFY zuYl68yd)~BM31SWmg zwE*9FOz7vjaJ8pEPZav9Ih<7u=ri~PE45uXa`fsv5=Q4n6-0O` zA!dWye7FaG6SFGr3#+RXHk9wq_sMQ57eWI!0vReR(1NyYSN``dr;T#$2u+01nB&`p z8RnFq9|Rud)`xg(T~qrA37J~3@hnS!|Pty(Rn^_foZqkx;-pq zlwS(s?6QtxGQP_G%l-6qolN-(_w&57pa>m7g)tTsv;R1pLq5F|&s?7lJI;rgIR7>m zHSKm#bDBXg^z*T$=5BGVm7B(jeG?8fNr;t@S0_$9Q`c8)ZWy$R?$E{-^YpF z*&`Fxu2*=3CeokcDYy9KqS19|V6fXmq>HEsUjJUD;mrlsBWd(EQmWR5IoB>?_$xAYYUrH^8m$;zgd0-J!KWWOcMO zr_`js`KyVPsGh9wwz87wGzZ9+0=rXF&A6NQ-Wi)mPsr^`8hVJH?sv;~sz3!@^X{4of_CCR2iC=w`3Q9o+b|7wb7<+0`Wo9uab9*<@^5dY9&T3_DZ>G#3 zI(FdFCX2Z`s#yl}y{jxrZx7A30gP!XM5R!@Mdq1BC~UP}3&D4s4Xy({F14qb`?b=c z$+&N?YYkj>9*|+uGC$0RJp};?YP;G8a2--&u{4_RjqmzwONi7HIcLHnjZ*8 z<${&t%fT%5?~e0u7T5))23^v*V*%v)6Ii^iB$kNyt~65T=^0$#0AlNY zEJA9^VwK!{i{4~Eyf{>3Mh&c=S}hbSd>Aq>-sDLL@~vkset`(RH$>FcuqmV9SzKPc z;1r*WoHcscn@CU(f-sm3XS8qX`v+Eg6}=C4FnM*qqRar8hFBzwspu6bu(x5{ab;BH zDH`^thE$Z+L2CmGUB=eBnaZgAj1Z>tbzEv?{fxviA8Ztc%YiJ&% zTQd@wV=VM|nv(HG*|S!NoT6;fY2b9w1~4X`;Z4XSUW8uT~hrAlq^V znR<)fJlf%`@0RN?Hzy|D(Rd&yXrDf z<}n42p-IwXde90O;|5EoJzpM%=|d@N+-)#dQfFY~H5%;0I!r(Q`~RuZo~yHmgr2IQZ-^j@AThtUdOKcW%Dvi-fJcd?P&obRC z>bh=y%j39l_Y3l)j}0oLU}!!+-eX~1gF$I&N`Ln6ekUG)b6$8qz-{Z>R5ApS%+K-D zFlcha_V-uhx@TM7TtCnGioP zG5o}1Pr3$|ezRqLr7>~aQOwgS`4K$QI`xHJe!g$EH9Uqd&mqg461K~nQ*bX zXyK(4{U+XSSk!Fd$yUa>SP5ayh|YDCqsU1{SFRf5cMfpgRL@nz^yoS0G;mD!*><0ixf>+x9YAPo#xBSySq*4gHO-d?zcvVq0h6)V& z&phR^{|bZ+HPSHGvyP~i9@^>O}U+hD0k95PO(IVdLR^_of%zKZ-ofW)&MSduoktOCahi&(( zeyY8PS$AM}a?BvQA0S!+s&b({kHbfp(>L!L>IQO<-bBW{_K{BJu&E3?-Cqb~uf-9$ z`S7-aq|xz(?TB1mWG?=zEK>JwPS(HK6yMm-d=B_YCTfX^b#qEn!dny8lkGo^icB8H zJv-EbMJpq!`F#yy83LU?Vx={%4kL|UPP=!^C*z)kG*wlcT9}ffI7c}0Sf1U%C03%Z z$V^5|?}#|DX6F?sA=>tWA_Ow(>e`-WC)XXXdm9~G%1^HI>?gEzzf8D1wA0e&k~LKg zeT{|_^S1Q-g5~>0Q2;mPK5TzD?F{Y1l)T71rFVMiUO_dfA))fyj3UXKI0F=hwO=PK zkHrzqV0R$NU-qB8MYB1`!mNYj_MASM2AdMp1wP^(E^Xe^D<(cu!(;ua!3 z>`JtTfr>AMqI2{xo0!7hzD6LZdCcE4c@>vOK#w^Fi-dt^V323*&V=-sc+_tf5*tN zTO(t0(RDwXu`+M3r1eq#v>>%%!6zi4eGc4h;;J>l}NWUMwKE z$K|IH_N`HwE1D4|j5na}QkOO+%m` z*xt*HVIR(v`6)Y;O1JwGiBMM5Ut%g}S@2oaY!9MUjuDl8nHM{n&b>1i!-ky7s&ncfuQ?1qc9nJD$ah&xJ`qyV&+T4Dk!h7iT6{`zi4Qz# z&7`yqGgbD%?_&3@Ekuri^k}tAameU&S4ZRLkr8IvP4vV^;$5rY4s_UM$@L7+QjK;e z>qy8o#xn&6Z#@}Z9mret+n-GG99=$%{f?}u5b;Onfx9@#yZSqfN8SY$xFBp6Z;%eY z$D)yY|MWffSiGfhduW{$B=}F?W9UD9k7=%j`VBs;Ba2#gxHdGU=3@UUz4 zH`iBP5)SAPjR|^3!yB8$gG+$d+BJla?r3x)GcW8Yhw3Y@d;13XlzsB_OwQl+juW7$ z)yqaweC4(O?d>T-`3OglvCkd;v*nUV{EE2YH*bUxn=D99B%JSmoh$nSa5i0j+q%{M{aLdqAKn5SWDYom8tuD*76Y$yHcWeG(*A0xC%THm-F7r4SSKB?deM? zgEzBfEoKA3X89$sqDU1+ZPfp)-jprNE9u5apCYno$*m8Etlj3$rrk@Y`N-qJ6kP4) z$vRKBuosD?d1>qyr4$&aJ6xQpLJ;aiR>cWXW;0_?4QOT#JCH_({mP+PuMscZm$EXh zvUkEQdB2G#_iS^?bL895OZAM2PdeKlMGyQs-M5LR>2I9uf$Z>kH=AM3Ce;z?i`>=v z+bz@viGUU*Ao%6TvLS@KfqchB7P659i||hC@Sbys+)bdh+Pg!`^#ch3o$xtMCcaE? zy5Il2n|DHLo@Z2g(tSSQ(XbMgO3G`FvFv;M*%PO<#Lwfj&P}q%Z@1_D-fJ!P1-0!x z%`!k7=*qHPx3*HZsZ0xp_Aa zw~-4R#(rhDb}aN@E=QTn$J$BAEBS~=J>bxCQ_}$R%Co8t6yw62J!$>2{OK+%3YkLT z0w32Bl%3NeB*Oa7FqJRUvSa}!E_-daiQy?O_&L4O@ z$+>shW2S<8sB_1wj!mcX9%2#{_3{PFN#=n)rHEB&1 z&Ir5RPYkFB!KrV1%1O#DQ24}gM6@r;c=3V2w+tJz;qwjtH}`1N3G`K$xTH!}N)XWl zfB8oPa2s(#PC+4JM;mcI8w{julyYPNXzS3++f_TQKiP~HAiMs~RDrGyu;|o0rMh-1sXs(9lg2!&vWW{8t#{&pwaMW}s9gx7CcY`q+(&Al!4p^5( z$beh5SO6pOt+FRJM3IJ;tgbm!;u?3Pk`5ekP#Mq+=BpB$+Cn@cs;y8Tn8 znY#|(m{yU+iQA#{KVc*Grrzwm1ervx@ZOYfzUHJ#L^Vct`Ad_NzsUjIP;!9I%Y-_p2qjd=>LGER z-yHu!+$_iWrSCx4u7K=I(yU5%HOd&T^X@gKa!)eqj0y~IL+5gPL>b+iI>RFSS5~oY zM(*rnq}j=n+R0P8lSYub3UPoQ-_}<M!*{5%W((@iTmo&VyJ2pAtv>1ZC?fo+KK-yD|%)^7?zKFREh!U`_>s}+DZtR&FN}_ ze}?%D`f)R)ef`K+_A=%(Gfe&&-t-lF_U1K)n|Ud8NL08ma(vO#dW@9*T7Le81yLkBr)psUZHH&F6I< z@RETmeTGI;P&59jhA{P+=oWz^z!R8&xg=05v+hxg^l+nc-`Yb{m+wKJtX(LP)192Q z^X0_%;IHu5OMTGF{&(TAVpplv=a9cv=fY}i;wmn#g8l<#YyY1)bfgw{wd16~)Vl&U zX9xC929elsv}<7&lG*lZbUEzc9oY2W-^f4QUY(r8oMS4S_oL8#=tP^R2frDQEFDFt z)=^k!Q6;1t;87T!#Y+q!nmAXc;*bMURlgjcSyT`f4Kw;IApX7weNLfW0xj8(lvS{w6W*A9TgmLEH<6lyK+jh(m z4ZYE!&!H=nRwO5UW&GIj*ZI@|c;9Dvtsqmfoi*sNv;4V%f8AisAaJQ535gPH;2QU; zR@c5jH&^C`s*fUdq5DCNzwZo4gP!4TJp3is@J&Rs3bTmMUibGki#XfUtx$K@qJ@fZ z{%iT{5X*@6g;JHjsWqhLK&>Hwq$>sqwexX&Q-NM(ciQuXsIJ|a*g2q@c99o!D~*O6 zwD!6Tb_&Wa%MR0zlYp)+phDSm=(S=mn6h;alk1{RcJoUIIZ=5OC(kukv)mYt36g6= zP_vH4M8*=8>ZWT;h27lJhkV{A(%LDwMBUx9`pCO!pp5lExSi~KelquNq-oA6%??EF zAIxhw%NZRP*%}Cl|L$OWazlPzf35XHX2BC~bF5fBG{^+IjhT^Ye5hg^Wor&5|Hl6d!TwrxV3LIAhL=s-BtBk{1&`E4-1OO_}%6-{(2j5*)jlk?7- zUU3bRc{HYfXda3C^eYd5NA!>r4hY_E5^Gc#nT1AHM|{jA3go6I>S6`sgBz zXJ)Q5Trb}tZ@};=E_X-Lwe(!4w%{l&CfUt)3$_uFg1l^ImF%aZs>7$NdFGSXzUc`d zDQXi8erNY$tU%?f+79vLMf;szb8tEwdn)c*`4%lc8KEw1Ml7+Gd=!(2$dk@^QO2dL zAESGt;wi@i3%so44q22C zG1bo;p%^zG)mB~9y93Z($9-PspVy$6w_D))oqojo2`iLBPiowviE975m|otVodD3T zbR0d~BEFV{Z$~5=H{lTfm&rL@ROE;*X<7Xr(iIZtPR*UW?9^Ah#B46e)8$ScsCgD| zl?DD;nrSa+X@VS>xJ!W>{Rkol4M3L1%^(8dHdSiLFBOZ_n+M{uTpH>5KGY8+tA~E{ zrWmA`!uS@~DR1m2OM3wG-;mNj+FQ500~92IxbF=!lW2n9aXfThVj?KV2~lQKRy&+Y zBhbj?0XoR06h`z+>0iTpXSfPxZVfgCQj9@XMc>8j|4!2qYTyFQ221 ztjYgz?sq5pzrE@##_LL8$|c3%Yr?OwN$t>QsATAU)*U51dQ zohL}0v3uyv`W*BDjAC>?*D>zgxxkndw<&6+7hh|1;LxqCvb)vs?J!{>dU0t9H)Enr zB}4Z7*{fn0ug;v$w8voNQ%CaOJAohQ(C&HR5dZx*|C=A4zB+@6&502v{@0)V-@N#* zH~hbk@?Tx~|GO&xcUAs$VgBE<^4~lw0s{iR-$VXiZEYnE7$DI!3?Y#V3=!PDHR{2e@3O=54C`}*LT$3pKRq=~6~0hs}@U=AL%d)Mkph!f{D6Cln4 z5?D@Jw>5FX+Z?!8<+X5zgBaZS^P_AYM!JnoIS(j2hz40;G*~sGVRCLe#f0j@D$p5R zkdQ@44+EyVt?U;Ke3s7_X2B?*-ZTOe!ZnMzCn{LqghYD%8uQGc22!ui_sgCg^L9u#QN@5T^ZHLyA$i&8714X>iJrp zm#b0>^9sxcY~A1AHh8%RDS#u8MlBVo`qhGU)&xCh)vbRhkw7lO8b*1$_UCEw`r2nh z8(w@t;Z}#hJue?$`}ZcLts4Ll(G+fXaCT#KLsJ`rP9${eM+aSATqL2u4?51rjW34v zK?7WO^$-1PTmeOp3=Sb`#!&i)4-KG49TWoK z`7AypVpx|my>tsEAr%0>oeWr$eBBln{pb5g{Eaq;mZIe!WJpIpNw&}Y`0-;pCbk(_ z_tM-``zOs}lrMI8@`bJEa0A7S9jl%%UWj{s{uIQiJhUErkB7+vYF5JLZd_)%qz$oV zBu;E!Gn)N>8pS%gd1&(-7E#G@RXK2e9p$^8RsHl!20?K_w4j9ma-k?+t*>wnw5@Q98g4&ZAw62u6k%4QSu~Pi~ zC&rfd&&*z-B01Y#ebDiYaH;>P60N4eey*~sg|AWM4T&~4)lDxJ=bVv)LmJnJHqyv=f5(14$-qi@}QN$T+?7PX5fX`g@jTs zA}o!oT#R94Ybx!g0cKR)nyvjV^Wx;b$tGg19FQz-2Owz-1orU}Uk$31bTM)cc+iX$ z1*4uWO5YTJe{V`nvQ4n|QTmO*LNgO;#q8>V3yHPmQI8U>-kThk4j#w{IMh-Ps!KOI zVH+sR@a1W}c00b|_r*5y1^&v|RWzRM52Xm-h*qmhLd@scKXqW8olg`D&U<{cn6T7# zs9&Y!9HeE2Py9Mm#w_)`;knqd80+?Pgt6@xQ{6rZ4#s52C0@p1xrfP^ecO|GV$VF_ z%veC=`<|CL#NJDEJ&>Ah2T(T!6D_eU-LRhrcAY71W0GgsvGTM`!myr1tP6}cj|Ku` zNC-&xjezcpchC5Te(;hYX%+@87zc{bssLl>R)%!vt4kOS<>fV0IAm?ZxV*h$`s}g| z*ln6-!^NV=++rUW8cZtt%NA(OVH!Au2VK1G#}fUs8wt;jFIsd1F@Y9M$heyQ%yseI zv&uXcG*aqZmRgIe&mY$K(p_i7_+r`vfefE-7B4^+MF&hZAo&!Cq%56<3>A!mje*I} zL3}0YpV0~V=$5^jWX#-?eb0!uQwYA^s?g4Hf+?t6aq2ZN%I+85nK(>+CsRep?x9QU zE3{*r{7`>{(tCe=steMMbfH0##IheJVQj~sdSUhFyAs+nHa4XZHZO#9j-zb#q-H}E z=Wa-eU_Nk;Y-DJ+O6!X<6vEFr=bbyYuULL3MG|^9aoIL3~UPv45C*IF%&AQ?X8fi?bGJxi`=6`AW*a}~s=IUwuR4fH_6m8UB~pJV8$_7le3*Tu^kt+dY(=fCgi?@mblECM}GzQcDc za)xVl5N*{W+Ft?FPx2}k&b09NUND;YtmADE`Fue6n_)WU$vb}Oo+F&cV#I9-0`Z^hcqv>b~=4v0Yb~?&Q;2n|_NQ>yoYovFGiywvmIyKlQHDDkMDlJ$h%s7e;xd|`Z zFS_fQhjA8{5b-W3_Zi3cM|!N+880rH3vyAMprV7w*|dMmq_yU0*JwTc5_QHK6n+@! zYSl@f=+f>cMXrAiVE!OMuC^U8W-0bZST=C7Nf734nVHEiUEEp#|#L%5IG?^+^B5|S42(6;D=nD`i52fCC9oxQJpPsCB_Ocb5e zhRAns^12@c3>r2C?W?HVATky%;yYO+7z$b>;^^EM7~;gFwQ#Ki-}xV%kx3A$Xss=+ z+sk(~(?-R`i}8`)=>#1BetWsYUAwV6aBf>L*Kta+DzDvH$qAJ{xzgi}iToA)0e8pg*xWwJM*AJIs1X^1bvN22(8F0i#UYeBctmd}U|@Ux^|Va>GS`{IQZqQifM z+`A?Ac^(8qqWL4|3Zo9Px!1%}=*bse&|%aqpx~@D?rXEf`R@lW2`ZA(jv*qjly0v zzd$XaD}4S%-qrrEZOXBmB`@CTpGTKfxiTrQ`_?K`ijPM3by2;9f5^rwZ)P0#&^J>_ zGR|-Lv_~mug%sF(AAlL4GIi<@l^Iv~V$1ZgoBDh&+XtFZggCiAF|Tq$`#Iif-(<~4 zHk}toDb`rSe$YqBoYtRV5bkyOB00^qE;*dPEq=7WMN~T*kc;$9{V>28vY~j>0~|O` zONAd>Uy9JUGc8e!cKs+-A9Wwl&W{&63?jHy((+@o=W=q#V|;Ik_r}6vdy0tE#K2~z zRm#=Jiow>_bo7A-bdRfc%JR2cGiXRB-X(~vxGAbX3As(*)&!m`GW8K0g2oR8q5-@I zENWe!YvgL|^B!nKa7KA3^(`E1WqDqBK)#ZX+>@RO7U{K|(xj9x@s#_-(CDXnIf%Ab zx6VRyG!FL)}pZ}*5(9sFW_q*-d>N|S?njQ z9PlqWs)#iEtY)=&d(uOC^kUS`D7M^}Pt_aa8JEwIi>&0Q63I>48*5Ye@8dULQLk&( zl%Y0pEq`-?$Mtsl*~h~DkvDI9ihUDVc~|m5BhPd6N$4}TXJdrVZi^Jlgp^AKW=Nef z*vv$y*N)9(&2DlZrpt}uNA2`yh&-%x8+A_H>x-nA=3OyFJ(Sz8%IN=O7v_ZwATH)QENy7E+vs*r)v$M@=)R1s{~_WVPeQPGb4IhG~835DRT zN~{Ac;&2iDkWy-iG1_uDPLaTuMpdgwP1<|=xP#}mJ+NP>ZGWwUmL%vS*-vKw2sa8p znNU{72kI2qkF{SOIKtf2s7=MK@iIM|CZz{UeO9v395=QEz={JEA;cXsm_}sBmEz0x;SD z{c#3k-H)KcS1%e=zcCeYIX$_C<#Y2D`eI-t`mn*BY!%7F4JsKmexZ+rY|aEC$tErO z1l3-*_(&VX<7^v}l#gZvdGKNI=uG|PMoGGG{!A-~mO7=bo|QX#Nq&f5uTFx|S9pfu zIgDn+@VT(TCbvf5eRYajcDl?wt1^_S;x#<>-6SwgH%+7Dqh=2r zw`4dJusoA8y>4R&_VRqFMFu<%Gb1S>xrL5>o?4oOws9kiXbpQ~k=Cu5BqEbYhUwu+ zcTV+nJN?}zY`Jq(7LAb1pujbFhf0Fx6PiyaUvqlA7{BYu9J?-l}bNDB2;878Nq}Ani(8;H5zU;O{+bA>k^B}1EU7s)ihYr!gqzu0|{cBXb zBA?WWXKkZHQV3pm*}HFcm$}`yVN#>*i;k#@TGEr0X=-Zm?{$V%zj&2C$#*MgHq z+WgGiL~ARj^@&z>GfJ?u$BD+eG8)WcY_U%7utBn8m-fE2Z=jVc0ShechVI?PF~Z70 zY`v4I?hNfudcvJ8GixP_EupeQJEIhGpUGN`vK)v#+`eR7PBU@zlj|^f?rK~`NFcfv zxQ>CTNslg6W`U^%1y3En+d)uTC9>) zW+RZC?4Md3Jv~QMyFE@O7XWV`EAn|^)T1#(&fTkyPsrleLJy}{i{YKSogc>4H0LWL z8kw$rxWn97+^IxrP|v#4lkC4Lsrlym67Yv&aclIqA_vCO6%X;r{kE?G9#&^Ofml*t&|#Z<&2z%h^VP;2GP;cNkqS4 zv~cRCpL?6L+$EvLx?{V9wzH=jh|$1CywUfpaN!+R9Cg#P+7}^i_1opd!2yJ??aMW$ z1I`7SkA9H8syBlL;ttb zj_;4}AHJMV#oS)2g+#fe{s-|rix2i+#2+Q2QM^CnC7+QdouYk>jhNm{zBB$F@jVRo zS0s&OJ)sQOHNSrsUeq9z+iQ>Q=32iZOq@&pLHzp->y|ULhNP(s4Nff>Qf=qjFx!aM zzI`;n7QyzZBc_wNI^@O&l9an2#KSp1`|+JG6B(g+!%o1~TeucnnKMSDAbfd2b=ka4 zYILUwQ_lGKtaza;J1$P0Q`x5?V*mjZ)Ud(t6}^KM*(+h_^Ng)J zSEo}rdid@07lUTM@SgUCcQew?E!~aTh(-vL=;}0MnzTuguNd(Q-H;KHOLX?KI?dR( zYicUHEE$)-xtQBVHB;6pnrIstDW|550q6C_6Ihf1?F+Cd4+gMlPd>|y+Okd$3+43w zJlHYl-5N#=)jG|`uf7wBatW8HVqUKlk=Vp*3nf^zXEUbk!?57KGiO;w>=+RznradS ze@ik1+3)B!-%prs!l2zxX21G6!|HTFYtnr!D7|-XoY%dV&wNa7Z!?R?1hw+6yXVhI z9L?=_*lDY=&y8Yx);!A_8ggs2-JTVcZ9e!wk8{Ozy7-5MdF?F4=V>K~wHS>n$-m-r zLj0cnLCTH^!wW$w-c-rN;BJI4{7p?l@o+jiOMM@A_1uQ3`xiqQ?at|P?1c%7VUT6y z@w2^dx$MePLf+8TbG2b=tYB~I9J$+pOidL1;o`Y3CXeG)_|48+GZ*(9x?NmVjg+Qu zxp3B$x&-5OSIqgIY<<)aGO=<@G|6NtB)GwGsZnkMZ)^49ZgXjQf;W29;!>JhOB$I{ z&2kU-!gg5_Z9A`H5tP%D`|#Z1Q$US+#P+#U-Zc%Ai^AkoJfHMp1uD@AI z5}cOvM5#RqtbN78gQcpxsVp!`IL@JhQoPrwjv7QUB*R+CyQ}x5NfM<^XWMRAi%p2# zx=$io=G{{(cJ~Ik(hC^vzARQukMZ#KdXOwnQ@oVO6vkB?pG?S^s=_#L{>b3`!xxu7 z5gp>2Sc?<$-G0g8t)ya1as9GBH_SaVe$F~!(GCx4AZr49&6c9PXg$kPfb=^*=Mo9q z4c*;KdxR`6v`6LEugP7~*7ZEL_oc|zi$)TR>~dQJBlx`?GqU+zndu0e$Er>ofm=1WyAEI6ywZY z*Q;n=KkPm}^p_AfH*PA`;+Vg1_8vw|y2uM@GJM3!g`=kmA=)z}BK?TX3$l5l7VR1_ zE=bLgzVKp}1DQ#o;yh0rQJE?v6mn7|&5}Kr2^!Bo?~m)Rc>8XoZHn&S-I!9S`D!h;esaYyM^X@kY}IWzs8-}B)ZTg8^a#cLGBt9u<8G}8UD<*7_CPCKFYIMK>|w*h7@ z@a)ts2EMcy^Jq+zbAQ<1b@(}>e?d{Vq^`QdIT*Q=rhTX%;&85wvGC{1?dQwBk0;)6 z+fz?C_KN+u;2C4X@xtb5ooq{hvvA+FL&uFy$0M{;kvZv^uic8siy*LK$u7TlNKu^o zW=d!0USFzQV^jaHh3!(O8D6MQd+Fk)SSv5i-Us|A+Tl0EQ_@0p1<9*Y8QMe!U#=Bj zfs+(lZf&;T>JFcBX847xHYthF)zCaM;|iQ%PL(MUL^MC=ka55v4Xha3|G<2e_$uAS zkEx$1@^FEMe?cctDfa&mcGgi*#^1VEa*!01?hurglo-0C1eI>2J0xd_p{11W0i=}f z?vhUFMw*eXq3+AC&N+9TyY4@(HA`ZK_ZxdZd+*P~`r7ELpZ^n(q_Em5zLK7_6a}%Y zby(Rf$0#atJ4a$|6jk;T)3}X;F<(C?>Pz#8%W&G8a>)SD9xykK6`-WvhkI8w zN-ILEME5lF>&5oO!{!5`+1*96_at^QReJQdb=f!dTN&6{ZGY4!V@;oui79)PYrvvh(8lvFSW)q8^qOGCXwG{bDG z_qzi7fuCZ6FSgH4e_JL7mg+#w)o5JjY>}9VrS7yEa9tOAt=*3%%PfhUTcBwlhriUQ z$2d~`(}arjtxc8$r1LS^j*Z!v{LL>?0w@=8Jg2}!MC5^DG~lyKwmBao ze?hANM&&!Rk6^n!sb}v~FWBaIsG^7JXze_Y?8Jgb-md)^NCt!gyZfy#;i{s9IQm-? z+6g@KHzzMGtgc+UWe(%=6}{Pgjy;ey0am*K4h`dRHp_zgw^s=~k@<>Z30-hyZ$v=; z=0r6Wu<*KS+j5K{P@=>wm(?A zRM9oVVtjZtXM|trZ*}Ae@=+wRo0aiV)TN*9J%=$6bP&bJU^ETD!XN`DKY}D^#e*bb zz8tL6}+6(|_9lN?MqaW8ZV-V;L}xQr+Ltfg_!*`8m7 zPLrsvlA+cy;@YlZsM3I|eYqP~up$)%(^1${w&Sv}2m)}y zJg@?TU5MbP_t|gFZma!?yrxfMEp;ncvLqaOmJfDBIoO(<>-zF&IA24?`i%JIm{tol z;M$Xz3aNJYw11)Sma}%gmKt?~n4V-(fh?Z^4^}L(R5!`%$ijoms2UR3@EGgMQI)Vm z`rX@gboNO}AaHpa6pXis_v?apL=YT{od4&B(f_|T%;kA1K<+mlJ?K6nrjqNxEem~u z-W$(Tr~K3R62sZfJy)eJVkE`H`c4dhfl58Lrz9mntPFAJr088%k-@vE{u~X7Ii`NR zsw&23fBMRS!4osFW&KlFx0@cV6EY#O&N+S30NVkntsr98uRZ>cEfpTFC`w2PY^j*7 zLwHTv>?XWxM}4>}niF192g>m1*`V1UsGfFwZ*^>kIRPj%R>v==t=6l~4s?fY4gk(74J05!itM`^f&FeDAAW(l&FmDKGdU+7Vc%TF@q{U6@b8fm$al9} z5|qHZ@1D+eKhRm-MxU{LF_CsLTv)2KLBiU8182#mF3oAm^B%UD*6xhwyJbZu9eP;f zu+WBu*{+~!r=pLj^XiOd==OS>wJjdV^Hg%|qTK6ubIzMY7R|^pk7*n7U+zLck53X_ zD?dV41$TQ$*XrghN6_Z$=n*@BfZa2CACk|s{5e1M8JEzEVA?Su@v|1k?!ZxC#-l4~ zhbUjRTrElkQ_`eviC8R-3Ws)mZRm+Aqjch!I@ZZ54|xWD2C0@QJp%=Z)bRy-f&#?r zD}*tjaqpDerR8MDz{^Q&pEQ(d5!Y$V&w) zOYmnr!WaNiqu(VFLSU@&Qf}qpM9~cd?!4 z7;pqnb9lhSo)XB4wyy<&a3n(Yhy^}LvhTE4>L6k^v!(`x?jeBk`9lx=Lp_%d77Z{g! z4pYr%RTeJo{9#t9_+}t`NrN0)-#`zk9Cu-P%hJtSg(lrs{jZCMrS!EAteIbKadk07 z6^q9T60Ce9cswK)7%y|>`UBtTCb4p2XTV19YfaN-4ZJOT+#`Y2B6st#)wP(W9%T1h z9J44%tk6emFpw^|^!-;hC89rXgQy)hj|>McnLO}i-b>~B^T>(c@Scg>MfMO2bur>z z!}@c{o68mLs1bEUX4l@eYq6Zwy#Aq8BOdh6H@RQ|gviK&Y!jr;j%L z^P@(XpiZ9Zc+-MnHEtVos)=q({3=eG9QxY7#ll9;lDFzg^uQk)^ybf5OGta_r)#++ z%CNn^R+K#QuLi7>>Fc-|hf53ffsl=Na!1q-Br2JOR>fdqC|+_&oB`?KJluOf%&6k| z_Nu*+f56?--$&~OP8MJSwLIn;;MkUXL!V5=ctFLe1m+=M1R-nHPBAMD1ZR5~=}#34tCB@9A1KsZODN(EPJ{c(-^ zRPy%@i`nqcwD>RI`5+Sr)p5NXzMNRAGAW?Y;U+lt8;n-cblgvXJ&V>6{Bk|x$5%yT)v*EdRW-g7wnSA6cfEl0=eJT ziEAD|(1p`|Th1iLSI5OdX%a1_&e~u6t$AmV(;U8*wP%)QZc$fj$Lu?9uTaoPL2yq11iLlh7h8m zsqQqDAT%-P0|oUuv910d+@X=x6rOWwdl^Du3o_y+`V3^gBdU{*E1ec^*kX5c9PSiS zCK6Pqk+es1;Lpfoa*`Z&P6bc1*v+@=FRc{UawkO|`HY|XmegHNGAJYtnr%>x2nt_i z{9_08VJEu1WQRMEcFkgOAd|Z+ejLS|8!A-xbm!8p|s@HT%KJ^&HRb6P9^1 zIR26C^fn?yhA~I1|1{=|{X;EeGDyu|5DAnj9F56Quz|Pt2=UKz<8@`JLUXA+puk{W zm8J{uFNQZrYe2Hj2^Jtj{e-hx$k!3ko4w=g=}raT@!A{5YdDOn)+G`7jMM{~YLF%C z1E>#+5V>~TRdXA0qC3nn;MSt2H+I0W!L%z7?f%k60Rf@JZ@J=d>JGwc%sC2=;*54q z?}C?##<{G7@YOw-b%8ME4r8X~_1D8FhXF(1meCij;X zPB(K!Hb%D?l6J2#2v!*;TW9VU|IGrBsY1Ve;T9@o^XgpLFitb|T!||T8Gn(3%5)S4q+a+N5c)bV@`X}9IiD&3=kQ;18o6wKYT515BYbz^b#m_xL6sU>NJ9S zdUBbEISQSLN!)BIh=PpdV>!HwUq&j0ivlHss@^Xg*dRu%oUYk${rae!>PO-2&q^H8 zciN@c^YJy6#V%{Zqyf|WT zl7VwTtXnxetbIqb^Mox{LJLa(A4e5L(JS-A7m@*jSZDi{BQ+~hXqdVXd8<{J#S$bh z3_rZclH|;&p7KN8UlmY(-5T#-1rIM%*_%3W`LFPErCry_)~e5H*SvMoo#O{ujWZqpGjgYtXO~6d(U=86;7WGC9r!} z{c-@%!gOrsuGrT47;u)IH+3COH zi|;N{hG1?Dzw^MH77Z02xhvqxp^9?2IxWT*`s=*OHqSHfBtg89tJkpBvgMzDAR>M_ zRCs?hfu~*%#$&vaOLGVDT@#Xz_B61?~@n z{?EC`_f3ux z1dqIfD?)Ng=apkySW5X3+9|-P(dXmwVZ9=bGaY;syZPfew?e%m7XBQYDnP(BLV$Dx z)_>I+Dg@-mg=~{+Q~H|Z^Cj(a=R#Dy%(aJO)-2i2>2JbMyAb(R39hfH+(1>8F0z`^ znOKi4@w-$N10TX;|8)7>@9PBa9@fvh&c1vH4KdmE(CT}A%~w^g%Og`iJnsD563>`c z_t;oHWFjRO6re&!M$p$NV%Em)5e7XCE0l!;lj<&jQ&%wIJ^^*08*Nt6Vca1E2y}NH z^$(x%$Z11i+Tt#L(! z>=AOrNtH7}S#6L+1q9_-MdrZwT&g zMZ71@&HlR~6q6Igkmx2ElJ1(VMl8a(IEOz-|0lABI@Lyf`RwI<0ZmimWQgEBzgx9d zbbs|po%Q;I#_9VojHj&b;=Zms9H=(!#d@a)=h#qcROT6R+Iad`f7dX@ZQ23?NKcc9 z2bVxCu3mSx1Uc@LjrShXb)-_#3cSfOh{{2+>Ej(;8s3qO9=hL_BaEDSJtt$3BhQQO z2_}wZPrs1IYw#(3?LHcEAZ*j{Ri*h5Y&8SC$PDoD* z6EA7^?dc7+B&uUT>Ra&!nrZX&=#9rjLM7BZ~IDkbC+_VcU7wVVTUB@f= zDTAab-qz@{#-IobLcjoM_Z zagvSSoBE09iBJw`HSd~#T0lhYVH8x2EM$An^@yEa!X`8Bqqesj7STEiSx8vVcEP=u zl_9M={TFq;vR@Tx3I=g04zfqxjis%1Wv{IAgWlU+u(0;wcb0IVY`DV;2WU)7xzR?o z*O;-%2n3~=(S*tVWS%^8_o%@j%&J$X3TUx@Ja+;Cp}w>viZx^kssQ?fi1BOtkQzz($->-`2eQPzgJMQkt5K? zJe${gvY_DOVFpIx%%cnKwYbc8KnLW2BHuiTl_H&dPU%Y@pcjuZY-;3fwW1n^Et;N; z5uXYJV~LJqmh;huK8>Eow0&g}KL0uam3!Ko=;Ii4xKooH!qJb;K7tVzAlOC7G!10t zy%@G>kBZ{lBSO~Yqf0;8hTh!)1Gy0{)Ha$W;4ZI*n+k|Dg?S)$qU;P!fKP#4NL6i&#ol?0k7(eLE zGw`VhRCW(XW*bVcCW6|GAdy&6^jXrWtE5jg$zqIGc0=dn4(Te(Ztp^}hBkUE=Ip4= zm+wYuTPz|i-b6qqG&vTETDKO5ExN@@PP%|K?qs8^-Su$Rr)lNx7`lcxL?o%b2!haT4^ca&M%I7MHP!}GFzXvv&^!>xK;r*3RQx$DEaMu z$-t+S)9xd!VU=D)#R$4TUvo=@O&OmRVqo+xjjxY7$!MFrC8E=>cAsLG>mRDs#Azxr zuLEd>(r5nus|bGrIP7gVQ)MFdy^qdFNHmxbIn9$B%`r#Z`*X5D8c>}s#y5~|nL18* zKJLGRmuXJ4@++ypqPt@RP)=>Ql0ym0Mp5Vl^~sq)VR{~`K@y~64xX(8na|RvJA$wW zWTX89af-OZIy!0z_$R8TNQ%D^+5=eujtk&`KtU${MJzdPm5O2q#6Le>}hf>CDA9NaIc@t z>oYgRt4Ee-Ep?e}`arvvIe@`22iQo)Wh@S%_|wQI68b)I4;y8UWR>g+U(%PJ8UBf$ z#r~A%z)hi-J^XwWgN}6XV2;hIP5Oh)%OrrEiLIX-M^klS14Y8WhN7hj6mkwSukqWD+^lRwqBnDnVBf7 zh@I1sGTiP`yMCZCedNo5NJrm4%bO(bML@SMcu@~>)GYzep584BhK|XQ1kKr>X+1hJ z<2E>6rSP`gMm-A1CfF~A`M&uYQS%Y0I8?dklcxHHH9i9ZRZ*aSSMuhY_+T|>{hyd@(I0FB$wLqxJWE4gCu64Bs}e&+ zk5T!T0!lrI#xKI)c{~)VITiKfaki%fbnOq;$?g60EP<`3w6p_)&<@Fvl*u2Gs4-Kp z!0s?$@_)!1f{ z$8kH419+lG0BEB!sw6?6pplJgJW^~@Yz}>r+H}}~y*c?_6}Lqy=>U+ianS5P&%=ns zNKY*!1k0lo1VO5xa+ts>Cr1=-U8d41lB2$Zl>?Ha3O5L%fFGmyde#Ch4uP@0mZ)ap zc#Q>ReEWgNwuyjdVp8GfM(r6D^yDTm!*eq^yUF8fBQZdMq9yv3WzMr=xkC!&(!i(C zhAv=diofaPjEd}M&Bg@g2+NBCDJ_=JbE(lg=4q2qnq@c1oAt2E zY$)wMT^Er+aJv9OfAtb&IFYrjv-Zt_I?Wg8Tr03KA@iQs&#GOMb7nQGutK9Psgai_ z>=stL#WszMJMsC7ZwfV9u?+0?4Cfx=x))kKqTH%o=HjNN-`m^20=9FQrgyxM?E7w6 zp&nnsrXaU>AlR5Qi^Be&om607GT*@THd8w|GdMPQ4uBG;nZ5ymIpI|er^0G{8f^kCS1@NmMDx6ox+8nq1%XafNf#`bU=cb@uw;Le80jg4M`M9|+ zr_Wx~oFIB_55pT20xUAFs5jjIKi%4HyJ!O|MYd zU`kr`aDqDX(-an*Mshym*2&OtPN(h8YnAyjgt(6_@7?~a+6iATPfK@z`b~lNJ0)H` zdi`{!b0V;5LWk_Ew#vNdy=2?7b;C8dYZ>rwHS97R5vQh=<JTh$4i$!;M89A6P;>%-xP=Gpn(G%hH7j``YUuXI%`)aPlbnH`Gt9XsyBE0ajgR(+4E`GaKiFWGaGwwGja&-<|J;%m@n z)^`WCKh^P$=eA}Wn5;3Fp*zv3G>HLkFKf%P<$49hSV%#WwCr_ehS3UnB6#^2wo++n z_$+lwws@TCvJb1G?h&vTvyWN<0=5K=|Af^TB&s3k5%015LRQgAh#SiEv)QkT5bfWX ztJA?^x&rE)t4sM{#%@y{ydUPCPXSQvvs!-D$o#tL{AanU9RgK900woUAU51;4hs#o zCn>#G7=@n#1I#e~a%BhxWVn8}ODvRITd)>RL}uRBCsqEG<9Eul+G4tSJE<9nps=5W zJG?n5u7!mU@sv=v!)@La%C_$4+ylKp4;n9CmG&|EO=vSQ{rLtF_KBrM)=PZ6CCpJfaE) zdV)GxEY6GNK$=_C{EBHN%&Ifj36;DLy?T%5^a1~{^GM%4>HF8)w%o~;G4A9cW%P=M8iWGA!aD!}m+*GAo(HhIq;UoSepPs5||d;qB zBnV>8>Sd{%LC)c{9bs!5^QAfM6Sd3I%P^rxA-0{-GwLfk9pP^p?=&`WjAw@hRyATv z#i(R;Dp#K4VxlBDe>Y;PGM8On_lDAz8Lq~8ndOx2GTi=&0eyJ(n764;_8Aqa%13ET zzvq!6bdGv&Ug>mk{qg~Z7zy-lsJI)N;)ar<&mAl^f3f{N z8bg9!gfiFzI2o9}#HddO-~)43fbe+1xeqqX4690nk-n!ZX> z6x;k_MJ{sk>w;}pEdx=)dN(J!OU>2o^?Itsmj9LR`i+EXOpmQFI6S;FpDF@7UjqR_ zJ}g%t@)*}dH2wS}e2~h&5QWYb1hBn~^KV}rZJi9-=xM5M%srReS6d6YmE8vvuwQPi z<>c#3)2F#)t@3(6=gW--GFb+x=c)9bCKF09t(d5evf8iu<^qsiv@^}{&4g7RE5Ett zScW3wc|G!W1hTq`)}_AjuvA-UM>=o9ysH=1_=)zf){OAcC>5k1fewF~B%sp2lRz6y zUe{D))NIe>Iebno?L`av@lk0$Pp#_1T*LI=|uO01!z4!y9h`rTUa;=#Z)eSSB%nL4i{3_SDmPd z*qrGfzd>Bi)htb+;Qihf0CXf^;$Y-*kk6rF<^39^s8o2*z&qWQN+QLV zGC(Ao7prgN&UqjQQT@UX)8+0H%|ypNb%t%<52J-t-3A=4Jv`^Q!%DA)s%h=+9r7qu z;cZ=@Q7Yh?cVn)m`FxeNPnCFMFqcMgjiC>W3xr>do6FVI3f{4DjfGdPeAkoBQ-Z#Z z-RynP6y)Dn5(UU)cC%_@TwcpoWWFl$XS!;tQDwvlDhhe8PFbxE zm4I%gWVN&xzXT(GstvDQ7Vru0+-Dknkw$x%p?X3HA@t{mJt{%#`PiNc7}_zsEU|qZ zW>IrVIAVKbi^wW(>e}LR3hNE3IRaIkAFCIi;!=wU5~TQ@D-#gElrJXnw~nuz3TJtr z5csHMTnHfJ;g%F7^H`{C+X6o5?Fzdyic7b568-04UApK8_EYO|^uxAZY& z%&sYmRCZTZhx8m1!aKW|s7dB}7)IxSgm&B=m{5G~A6Xbj4gbVy)I zk?bhAxVRXpx({bF&|IdMbpg$`+QUoirbxz-t0iV)ncO)H(9l3wiS!p$_ z7LbC)T|}yqO;FYO>Bg2;QWCAPaceXd_Fn4Oz4}$V+_&4naqfHe!DRfT|Ga^$Q>Vap zXkjuh>{biXl2a^a>%Q)kYj+1Kql)NlVqaBPMTi^+ktePVu-S$En+)P#6Vm1bjBOsz zW7&9Xad-dcUH|(F{xyDIfQ6RHgi2w+2n;0t11oYC`sljcYmo0)>EU&moFAe|RKr!_ zpa1#rQ~a&z#oODhvq$Rw^UMCXQU3oAR^(5Fcw^eSsq6pief@vF{a;Vu`P1!p-F0Mq z4-cRX%m3R1C%@E-481=Vh;f0TrjYyQUs0U13|xP^RFhi1E+daYQk9PYE%As2tJ*Bfm0;1DIVhT77;1Q1ISrx3^o}UMH6-zv*(d)MN{sE-W|wwz9(X{X!rX zdCI@;b;g@ck&+tydEPxKnTAb3U^tzV?U`ur>9(;76@M2c*wJri;s^IljrqLW$xOw? z(803v{G+)_i|AyRgJ_szje`MIaAIy&Zzk&C<6hqd*WD!nklWJtdn=9BYxM-RKhzqf zt3*S;evqVqJMp=3BlSBj-R+l6G+J(}JlF3iBpVBi|8};r8I9%8IgHO5@+0O2wtOe; z>MsC-K$3E}1;+6C{zAfblT>t8UipRPM2n)~Lp+&qNWr=N>0z1?>zw)zY1-9_xoZXS4w#gV;%!g(Kj>fsinLQ+7OnhJwT-4! zd;8q4-&0z{)~K_{HTr`i3+khEfd8!b zCvvB`CR(JVlJXnfZ21b8(#1JIV({do8L+4x2iqYILJSm z8e}nUMYnd!3C3dnm&K<}JL<*wT-{H+R64Vm;jmlkMUZ3w_Ot^R_7tC0miOn+NA&A* zc$5^_&(Uy3$oM+agdhc13-3pgHgr>i+IyZ8`}#soSIh5cr9F<4ZiloPf>TEZAw3W+ z0>-K=z;hxs-a*uCeR5X$;A!m8Wh~gZ;bOk^m%~;@K={%gB6p;qbFfO$hhTs|5EMcU z`AO!wg0-2v3>~-CzmULorvN889HJsbPq6dKVn;h7i_woA+$A2BJ>xqivunUh*7=hI z&CkGS#aqNkQg#s2J1y4Xw7PtTbH2Z1HdjjzTpk-TOGiz2Imb`j3$_84M$#NNf!~Ey{{#((B zDP7CI=zy!rz|AVYFU#|fA6s&j;j9y$y<7c;#dW2BZdjDbg)b;A%^~|@0klhOAS(8B zsA|eeKXOR8r2@xng%%;gfl6!*4sALSJ-9sX_xtvKI6U&FRPV6)p?`1kW7BB$d6l2gJD;1 zU9a+#uM*k(#{A@`yK=An?O@V(4uMF0FH9ZuJi{Y~lRv(9V)e&Fkwwr%pRCc9j78z0 zspl?(OX<4Grf}}Otm~DI_}*rv>2JN{mWaX^zp>%JyF#6a{uLO6O0570S1y3fpezG~ zZgeN%hBx%X+8_4;0)SRd-}QsU?^(<%HCn{1<4xN(Lv96dZLeZo(tkRm1Mou5tGou|^&boq;T3zs~HZFQ<=_7@tKP8WTxC5#RW zI=m!GSEl@T67PSB+zqg%h<^Iyb=Z!H%lp(F04$52{C%(b(Y*w&R9ihNjwts(y|MtxMm>$|bQ(<$4}_2nox~%41F} zF;W@HDMB^nrcn^bIzLn}gBRR(GQ}PH6Cn2YRV4%A2xFEk))9O4)52 zM6HNLjttG`gFnhRv8UgXxZLF1bJ${>@}@t51ukMn@=zqUe*E)dBryuw6Fep%=y;Kk zw^!h9chhz%ct|->lI0@d=lE_rPbb)GwNmGj%Ygo0A)o>%f}HQw%_(r=25r{ZUjp78 z*90&MhbC^`TK-O;vUN6eD^o2;G!@9$L0Yr zEtU3*LX`kz+XXNkPpU@8bxPp?Cbm{~(LkC&n9({8mpu8ApJ5H)ZAh9P2p||KOyYGh zMF8%}9B_0q-x<%9NCPqnUSVt$GvKJ^^F>a;mBz!Su!vruP21tnfEWChA8@J{sn#o9n8Vz*EW_qX7+<^@TiE`}L0c>qVK(drA?yOWqRA5hZlY##1tL zS(Vmbt_aadS2j>LVxgvsi$R0! zOLZMBAgnPIJG}t^y;->)+LD)LK{8QpVNq!@OjHp3G1LjNRn`Q}9(KLHePGZW~K%(xnMZy{2a)o;cZ z+Gd>a9b83!ocYbXv)}#6Nw&pMKe}q_)AyV#5qop!DLpkMb`AU@DP^ngM+BOKl|VQ4 z?1Mk1e7Tm{Ae(swm9XFntGwQoyb7G+O-a;VDpT?&l5!~tL!NE>Gn20J^81arq;|*% z!4C$VTR+`11azl4u$Q~P@`JH@`JtV7!lhrM{+gd-p;sCrbR#qR3R3^hl9I2_}~ zWS<|3baeqx55h-cMs1IHyj-*H*^B~MBL(c{K53NbSuJ_2N6t8+y|0r1n-)dB_Tviy zz~m{OC!6SdE9Ds%+H;$RKe#R<|CiX(8WlJ*r)0q&;==*3$`WK1+mNLJhK-F!@V2d| z4+w3DcwEdYzdk3naWo?VVSA}XJ|!@@T-XAWKzg%hIDM}M+9FzkPsk-G5z&p_MW-3J zNv*|%;3Gi57MMQz;OzWPOKShHYmEYpzbyHto71N}Xmph+QIF6TM9)4$xeu6K zY*QTtL_eT}BcIP)0%0|^EqNGbU2jLmP`r*jHortrjl(iEMF?c%+7ltMt{mMH#h%@4 zy^uuT*o)oaR|5+W#n!~fwwtR~j4*?H$AvE{?|tg;Sr$CMj7}Y!;Ite~3_^w|NMMbDQN75I#>q{*F@{ZKcm0ruo2v`96|Th~BZ$tlMj1rm@g!S?%+! z)OC_5QE<{n)gc?Y8%$pW1;t?A1(=s&nu8;%@NjCY?3@2$L;b+u6z+g7#37P+yR(dx zhNhPe&zjuUk+pVpG-IZBLLWG@Ga3kSa9 zHGU6*kv(L^HF&&k;w(6G!n|4cUBPI9j4k)K2YagiWU09KCt~;OlMXeYuJH~`lI0^b zt&XHE!19G-4R0OQDAcJvf{bTSpyens`=Esryq;LKG5A?8q$-z;^U7qsA2_2*uO#)y z;RhbmeD`gEag{7m1uiMHe~QpCp}S8z0vx%}P|J;Jm<21pO*fR(tGg!ER)6 zE(B=Fb}StCWu8%2PfHq5SIaa%IF9n&kLTgT{xYY#s@uk7H?^zHUFuC>(s{-`PhN*% z4&KtPJn??o;Rh_Di$-x4BKzIQJUt|I!r@QcSA;!OE`^Rr<+b9nM;Fe#yOH(5(xQ2v zqI-zFQQODdkhBZ-iL5MbQgol|1F^-36rUfS8zalyHpBun(xe}g0?w$My^DcgQV-GCysc#UvC zMuQisY?jAd_b1s`%DtD>@+>6$j%V-hK4E9@R2O{nOv?$|7)+{j)<4)NDz~X5I4rTF zU~J@pn*2p;ml)Kgo%~>rz&$C|F>pr}+`gy%#e|l{Hh9l<&_;yjU%u^+_{JcI0jj)wd*C8>iMAd%>fd5UUD$qxZI~7N~Rv3O2(gwI&P=H>^ zc`>!w6%#ty=uJH>oVaOj6ll2e}{uTpHCaqv=)YQX}& zva+2aI_Te=N=!({Quo=Sa+I`$t|lu08#_*uMv&jJq44Vgr>|BKU-k!5qHA7G`xfJR z1)WzSkUdcobr#;bMq0F5r;T~@#p@HLkd7BBBOQEAi`Q#t*FGDtAF~JX@`g0k^%tv+ z?5bs3=olq*#BhKQ@f1qE2Kq{g63tKQY6MWD z;6@3{Ji5ZA1#e39og)dtcf^om(P>Q*g_FMb7rw$*V^OQVfRT~^b6$Z^0y^YtOJKRY zzfN)7Ag;Re|LSuJ9d!=z!3jssylYqurWpLFsh`_i&1D*(#QRx-=n<07Hl?j~NedYM{TgywB{_@2kwgR5~62DeK442C2t3=7S@Od{d= zRfOSq91q+nUB$-W>Tf4-Xv{{7L3lz*tC#9UlK{GX^RhcdjMkFV+|5Kja8C z3`Tg*G&~+ipWUQY%Bza7$0-M+A%2<7R42~|bIX!BB?FucpvRnc$g&+a@*LVgO#d+T zxEEmfsg=Q~rsN6XrS$S67(eyt@9pa`)s;re$!Q;(S;#1vAt(sL9kHM>%617^HBtzH zmCZlR8a1N4hssi!=Na5IA5QEtxeVsvlO&g*5B(*O4CGpk3->iLU%D)ZnO}VLZ+w1Y zk&-?yfW8^rW1mH^npdre?GxTBr#tmL8omPPdJZZ0B+;<3D$YS%FA_YT_-x*zs~pvn z3j3=YnA`PgURHVd&SbTMpyhhV0ddvh1$QKRx0@d?~bA2*l-2`^Zqmk;_r5)0a8TQBrVfR)6$7+6VQ7 z@05<7m$Vm*8~~hBUfiG!c?rf9Z$U2c*y|*d){WU7!P*)JkGR~s)6|GM!U>UY#tQHy zM7ZS^`@B;wA>+(PYgolF0^80cIkaoQQN&h=7>|bm@!EdUM{h`QGEv&eMP}s)=x<{5 zEU)QpC)37nYexdC%eo@NB3z?l^1#m+3myR#kNm}rVCC3oYzKAUb5}%fetA%up#y^h zRAl!n!I=es@^vGX_MdXXe?Lk@0f}47+cSn$?txz#a9LLO$X^s{$H_~63v77PGJm{c z*cvf)=HdYmb>S1!meg;itRM|+D{l5J#IQ;1@Ag{n3N7haQ@Gf`;w)<0mGIl5H;AeU zSWwjnWRque`3|xCC${|~IpA2I38a?ZlEU16B$fspFtrb%Y6~l2dm>+DvwW`-eX#-` zm6xFvKdXC%9fI$*CVkzZE-K++I_=9&tsmHoxT`0Xr5K2e|vRe>{Pf1k6pZtIqg_OsaYQ&=M=+=>>p zX(J(z|MD39eQ_cHT1>zEkyoxcnckEiHo^=gJeWfvuC%|4v0||_5k6|jb6P<@#~wUs zz1Lg$Q^mPRB63ZP#+En&RcbOr7UgsGQ(VkfJ?@s##qvY7PPSeFrsnsgh8Avm@N2OoFO$m=-9-+^0S%oCi+qY z!Q#SVJ(2|U-R&} zQ*`fCxxPR<)9oByTKWnPF(+U{xlmcW!w8waRmJg`tGCLXt@jC=ZB)%H)4%o@^73TN zB!{>O85z;8gq#*bp;q5UGjlw*u5E^DYBhh^gy(~B`$Oywig>-<5O@ZSB!Qs4u*}aA z{DQV{ZOg}p?I08k=UYa8?QBhx-8-(IP68Y)58G5mGQbhF*mLyPi_@cMUy+4BQZ&)5 zVc%VW@g)o$yzl28?mGhOH}f-QLE%04M+xMr+qg-V;5JVFX~#27jX1ZPwGO#CC#to6 zhUJOlzN37_AM$Q{!b{4jzI~KTzI~O{OfG6yoY_a{+!CyIFUPM!_O`$`Wu7;pfd8HN zwNcu=^&dk@n)nLERPfW8Kw4J*6$zd1M1f-BGl8YdWAwz}4$?*pw z|A)P|jEbw<(uETsNFcboLxL0pcMBE>kPzGF2OapC%C)2yB6;5UO;g-Z-3|X zIo;=e-M4@D7&S6B$!4dj)?91NHRmHl$tgY?^7JOd2PEzqw~L>E4^XCAd-{WxCXTK-};TF7yf*4tqx|VI+Pv==21C_!gt!$pKNR5U1)i;chc&s6^k;Gz_<^&$CZY4$TfF(%HMwpd@7GU3AQgmPTO$m! za^E1*o3nve`xflkY4oO~zf~0n+V5QTpTHSJ?S!>7k5ox8%IM%1b!-c-# zR4x)doZG{>Lg_KLleA`|-gTpwFNc-iUR+myB0~AhrICPF0wI{`wWl|+DWdCuZ{HD| z%^A;~x$AlBkqOXgg~QgcM3Kf~y%~Hq)&HCtbiEk16(nd7U!mEct#Dx(}R*KndMGxbzNv zH9A4#`$tXI8zeRg%G#oCYz1+xq8_{v-Jl3v>y$9}UsnbDVd zT7eRi^}XKDy%1sV)87%$jvX80v=DVW)j0qCsMEx2@H10sqiJRf_fM}?k2dd@ zOwqqNnAZ8&Tao%9bX9FWr{UE@)D$1iRAff0_F@haqiBche0&hELP^qW{aJ?uvAMXe zka}m)w!f+3;j{nV3y9CLF2e=oa5#pLzyVI;a~RrcjMtDqy@L9sgRw0T9t)`Stvlww zSMvW3syU)i@TAGRcBYjipkM(seOaiRUC7iWQ08=}e)!&^v^VTc<`ZciA#`-SDdAw2 zgv9=KWFVTUAg5hH7cBWS^NV{k*)xRpl?6hjpbz0=fD=ZfpBnB-WIT5Vk`B?2>-?FI zqs5wrr&!?DGMDS6Jw;idu(WL#D9eugI#f}HtMC(+P2Gu0_uTmQ6vn45tCXqlj!*>$FU+8eGNi2ebipGIW1thuVy589Z$a1q z30kX_wxFLdWbg1Ij=4NK0@E3-ZAj#W70_qh^w==**Y-6YGTJc-2{s|7E9~Nrxg@P0 zIvK7?&Mrx2w^C19+-)D!3aIBiE=W#{K93x7n>)rC3w#gf@WNtWKwRUk{~bVi7m!cv zYMWa6mFkIoC5|)y(+VKAFN!NJ#WKQNOqBU z@agribO5kHP6M5HAaa-IHMKuTSV4ps9@TG3!~=ae!k5r zZ+Mj>7ZWz_4z44*!j!1C^zrv@K??}^6o`7R2MHC7nD&vo`Zfh1Q$3#I=YCG`{Y@5&pAPYC-^^mB!OQ8y+3mX9+DV2M0!MlONEQ9 zj5+aib+L3Pu2!8iIC9K0gY|9r<=$tLiO9mt3>+y=lZ-ed6~`j&W^m9w+bBO9BD1u$ z!UaBFX-$mtH;j*7zC5Nrp#2i2=2i{W%O+^|{5D-LF$VSh!)K~t&`Qv(rc=*p=5`2d z58QD^{V4*-xWBM0^>11LPU7V~?%Q6EzC5=>pkK>kbib~Tl7BUfEJ2dXC3P$$KDBl= zowdC&>VBZBPH1=!jNEQ^>3b?v0S2jyZHK`jWUpJ%PdQ#E$J;fT2d7lSo=3ciS_`l9 zb5yvrUcuAen62ax$d@pdz;8^iR%-R;*)|y)U+CA%fNzc)qq+AH2vH8=s*EU-*;n65 zdZcFmOlMp)8U7&c5p)?U{g`-40dswxc8Se|jALKG~B9 zbDYcf>X_PrFT2+Wj8*pRzma%026!0kco3dut({17hfRLgD!(7GtCeW3c3!EgaA{gz zH+Z9-Bd60L()p3DT6xEY(fEu)jagK;E|LFL!8ERl}qS*T7| z9lezUz$6M(fwptNky>w^0j(>oiAr4DG1M!g2*fwq0D1+;X-lvkfTXyf8O{iU*!--$ z69zeUtRtGbi6YSjZmFQTNlSGKTx~3GZFu&Z^la9NgwG`7ZnMi5hBzJvPPi4aSQMgH z;j!`k;@n~dvEzjG+YbWHJ$5z|cag!bYq9Qu9dYVd$fEvNjNFN|&n=u)2U>v|57l~ zue%1Dv0)GoxjjU8*U7OIY_cH>@<3(N#acF&7=bXmXTOr-jE>>_sCC=dc~n^1^8K$& z?6c{xi;ay~ANr&8ggcFCC*R3K=tgt2W3hlo%bdkR8PK6(;pCUad6Qo*a{@4%TU>_U zPiA|?pdawDJ<-j464012fP8l$?X|_#Ap-K&?%Z!jZgwy)sV@1nAgDj>qQP=zS#rE} zDZJ4sFl|?*iTTt&MWVM&viwQSTL6k0k4>@;`&G1{$-N!L(8;so4IapFsRa-T-3CYt zC<9{{lI$cC;jSI+t`tQE2E^Dj7}u3rl0lH!ldEX2U&g=w1)j4F)yL6sWVe8WlKh8@ zRB{Vu7iV#u=m8a(DW+h@db_~QB9?Qv62Z#-^36y182ha<#4S@M0tAvNYLkE$8-DOH zxC$TNE39vX;0&v9^y3VHc_y^Ny(GB60zra%bn6h!DTT9NX-I16=U z0yd&sL=aNHq4M4}kT*Ra-szy(RgqTxK@6uhvpqMVqDu`Gs&1*Ft^ls40t=2VP~+*kB$8L9N93dOfq%rboeHUuMrWw?m?>rF{sCo&}NTfbjK!Uj?$|&prus|}82c=}b&f&65M5C$rEtG@i{!Tt{hKOt~*^SXVn= ztg2UlE+9b?Y`@Y3q>deOZpRJLv+9SXT)rxWP@XHYTZ?wDys@=r6V1Eo-e%(pTBB%o1)Zq;zOy zHQ=KGbo8FfyFoQ~i5U%^Pe0gG63;5ra7QccvOPBOUPT5 zn~_`OAu*X(noPp)Y<*cd-H1vx#Kw^B8LqiLY3VV!(`)#6*P&Mncuc^Bi79##?=dvr z-<*)`P)}j19((H-?F7+WfM5`H{&T1nBLZ#BnyexFPXmAmz8Hw?>9$v_vUm+a=vKt~ z93%8Xwdnq;)XO5CQ4P~Ma61iXP=HwJH4*p?2V%2M#=ltZ8+G zx{ag>@Kv>}hcJj%;sd@*)U33EZa2pkv~nr<&~QP>?uXjqtxi*ah9H03q80LaM0zXC!IT`dDEF6GN8otc-)?oA!$w`On3g*+YjufX zbgriJ+Iha(pwQ*m>&eQ}z5YX$*}<=|yX&~pKqGuYR}N63rA}qpZnEbd|Eca|{gcn9 zR-d!vOmK4q4D|MQkk#Y;ju&)iXl`26Dz^kp)NhQE#=eJuX~ADnj)!K< z5rJzko&$+1)NLhyM&ZmKM6Dwp4t*yR@_jm}<)E&jt=o`4b0eJX+4?2Z0dwW^{jM9n zaC_w6;@EUqYxpy9)(LM@6_98C8E52_w25djn+2BAs=IubGFE{8Nf|_v?{N|>!(1LL zXib&;Bu!K??yb3RF?Di(!bOs?J6))9sW^TQbgM~QLgPEevUIrt_T`nC$q41sL=Na% zSNkfa4(^_vZn6I)RRsV0#0~v4BD%5p4ly}ghL!JWHxcvs4w{lb?_`LJU3dJ)AZ=JB zNW;wVCYe~kN$ebfKy!VN(j&U&qfljHuaaxp0I&eR-v5)*ouAR~IE9fAn9fyXLdq5x zPk{d+l5uZfx{m&P^^z7~_SI*Z!t&G?b#~#x^ny%_?G3Cw%c_E1+E?ZlfbR0A3J@9e z*anQMA|3?*Q6yT(p!z~a&Ow}tHc}Y+i=T~9bu#K;K16oc%iXbb-1o7kTIs+-T(Xzt z_AeT7^u!QaL<>A0pzS;SEM)ZJg(#ZP{rsq`ea!3R@2x=Jci77FBAGHHWBfzOOda5W zGz=Kp{Wy6}uc8#gW;N|TNi#|QRk&?gvF?1MN6fWkuV~^4)PY3V{617|Q)`A6$+?-RY&^!X&sE3(Gr_LZ*n$ewh?hoxM+2abKGxc$ctmoM`c^!o2+Z+^puJY4eVx!<ab^Yqp_{I`#4S8Aa3=A!dCGLS~#IGX$npczNz z4F48I0&~9m=gQj3ttT-yiffMkc}z*l~fg*ILZR z=%H<|Q&TeSlY5=KV#Eh@B9$r+z_|%EyLG>y@W(;FSm^rzKwAQynLH?%2Lp_(32<_F z^%h)-enLtbk6#y+iJ%C^ApS_VB_Szs^b=+RUjfA?1dEiR$t-B)0I*Sr-<5mR{sa|X z&YvrRjyc^~R?NZq0%a$s{YDc!IvlBPXdL(#@~!*%dF3)q8T&mrR>?}p#;^JhIh>n# z4%bg=q|R4^^OFopn#YNuQR%g}w789qmdIgZsJz`M+^Z(#C3BOUEkzS5<$j0Ab=up{ zsWnZe_P~6OUF-EzW8RI|eed8Y;A1^jI-`XVUq%aiQ!`Rf_`GHLeY?|YlPk3zpAj9}F-+8~hD7t+?An88j&C^qXb6{hY&gW!F%N2I&uCcApVN?|F zImFr<8!xXc)AK!0!@S%aHJ9D`6`trtVSzhN&>}k$zvQ!G{IZbyuJ(i3FVzlleh^5l zB8UA|(F^*~2UR@{FYX^oOu+JS!+%WT#Mqd=LmCjH{YOY_9N!;K%KM*Q0sKB&GWBm< zu*I-mDC^|d(TaB!1PE`=5A)*`99#>s{Z7OAjP0<>9xrRq>?O21_?6-+UP2hKymuHRKU24)6B2CW6FgK94bVuZq^sSji{Uo1N z@Pg&$4A`~v@ccDH$!ZxP#RTC#Y5?4%4i zqq&-tHecHUd7`y*d)7(y9H$Bj%0&J}uVyL_3UuHj3Ym$z|X#q}#_k!2cW97rx3LZ#1WzRPr1_iF|V(7UYE1R(HoBNFJ za$(<{12{!YPfT>IkIL(-LC$3NbG;SDMEG#K5r6EtQ@j8KhTU)EMai;X7?*$QfW}T8 z$5f!;dV~Sa6`rEtR=wr)^kbp45X%{YS*aLyj8ozy#DfF1jP%Vp7A0pabBGB7{=X z-Abo;EzbKvOS0Rxzlsn%sg@zm7sFhQPR$2e^LDfFMCOqKTp{kRa*7X|+@=%MP7~5} zhCTi)>|FxbK+}!@b*F;z{YWV4jpERm{*W(@_0_w&NMyVEb;mh9gg~M6&JvL84j%rb z9!*PDXn$$QInKq&&dM#l{;U>}P{_O2naLE>Lo0M?#>g9s(*Ty@~?1;~9+8U$SPVBrDpc zmnBmg9qWSn(0DbYk!qe^4e)PVRoFVZ0%gCNW{VVQ-e#hCNJS4ssP4(j+pf|G5o?F& z;dJE6Bp9_CzGu2;J(VAzmOKNIhMp;C7kSg~{Xn2yJS8f`363fKzEw*cx>r4*v+l5d z+oN%{{O+XRZl`_^)TByi4qc}?=5t!v@w}JXkjXYIE?`&h^iM2%gMlnmMlx0ysx#sd z_=YS>zHD85Hk<3I{Zs21*WJ}zjQ-=thia~6Il0OWWIIyRTdip{nY(58i>uYc6?d~Q zyxgKhFwE}j@U@$Fbnv+kJ!YkKuO>?!OIyz$GR)S?*9*-0O@a`TBiRqm+7!`!&Q)5j9U9J7jjs;MkJyc_>{=C$E^#h3 z-}O`g8vP;<&5(13P{JTMc9-FK+pW7v}^%i*E!9^7`m76x+{7ipQP zJr^z-021)_D7d2g3zZlDwE5Rny1qr~4=3 zGILK@^J4?225}J63Qv|QrhC}kYL4Bamkss!hYE6F~s>aSVW$oaQK%FJBy!v9vS-$f$Rs*|KP*>sZAzEeW&rs;wy?A@Si@rYYH30RuhIX)7}Z?9$(=|ONoCpw(8F~ya1@}BKi*#P ztSG*lRueQgs2K@Z*fi|yuZ&naK5pJLd*eCmS;XtQ<5L{4GLODl{R&p&76l)P(~beP zh_`Nips+p{Iqf?xV{6TTtHDyxRqs}-j&oaU!#C25tQdSA6}Mh(%Ug9KuFa-zP?Vbi z#j`>#6r$!DH@iI|%RM^~M-H73C%4hgP}ynj9&CW`&FD~*in`S&uG8z;WRN}oF9}nKGv_1^B);;@bgGTULPW^{Wr~oRa^x;KR5UaWFD-nFQ z_Me26W-VXti@mrf^#A2Xex_IaoUUY*vTAlKS@Y?1`>?~P4g`l@UOPS;D z3IJvc>U_d)-=Apw^x<_2yU|dhIgaZG@6UM3ehhZb5*?MuC>^I5>Xl`NruLOytqG-; z*U1(&YBh!Eju%ljdVGeukJT~Ele8}}$^Y@?13|PdT!*OMe2`O35-XMc8aP(*OHWGs zcA{clrJBODDDTC%{m6qTTk73^ z)?LF=7>dd!G8jX3!qHwUte=4=&wAWT6YvS*zpZJfw~qOjs;R}le)MlchFz#vd7N&| zSvo}QtaBvn@)k*GUgMfjahNEa_7K-q3B*hCqM#FB`r!CCx@9<@~Ri+NS{(_ z0S=jhAOaM@gT|E}0kYsoefFRgB1^9zXD;BgW~ji2y*isMEzucNxv?v#LaSk;7nX7iqVA%44jH~@qB8#4yzRwe1z7y;#b4(P8qjhxxm~{dqug85zv%AA= z^5L%B(xEFEEy3AlVi50jO!oaUT&Qr5l#-D>aEVs$j zieIE1=C5CAssU-ro16WMh?|r}?8JXRxQQZ$5%Wy6o2&zv{1GS%yp~P(76XsLV6T-& zp_@=0(p!U4zj;6mi|uo{E4y;fp@i>nTtM-*L`ik#!uD!}kymMJ%T#gI#Q9!EZYh%u zn%sk4Df!7;p7Q43^E4mg_z&FW4EeD3ugLh8M)pDFcF*Za{Lx~)UE`M%R3c8sh4;7& zRO@Irh+6V>R`My_NyR@91}a;@Myi?EilRX8wgI`(z3OOwaF=*9X27pUxBlaQ&jB9>bP zP^4@}1@DVA0N1kjVsNa4e(kG3arlW4F!g!kJQP|=n=ZrL zT$ZscyLeCfP-MGJPOoxH>+dRQ8{L?B8R$viL+HGBy7)klkM3PQ_@UeRR>)dAcJCIF z{`_JHp4xL%mZqS@x&!KCSOnS2tANi~v__qECK0Rt2gh{WY>_aT@@9sg@CU_c+Y)~Z z(|-%rfBREGPS^hp=iKV>`C!xEJgE0hD_Jt|2g>HztIK23T z<59wVNM)(dYv3^l3~&@I>D&*p|Nkb#KRyJw9@rW9D zfa8QA_+O9mzxtJbx^v9%ISdSOL~Z`x2Ji1>p^Vh$2go(ZCjSrPpdswV8-&IpQF_$> z;V4$c01sG@PB8tC$JGC3Bnc;AWUT2XC?R%J{5OZ~KiuZyhzUG^Z|}Xu|1gYp-@~vI zA6C516z`7a0W?>CIe0S_>z)5`nwKMW%+3GV=3EoBPq!2jVWf~A269OVpFN&h`E z{+}-XcQGLU-^IWi?td2pOkgo!a7yC;AJ0Uo3}M})>RCrXJVs_@eUC4;t=I{W;#tPcNa6G!lVX5-0!0uNPOR(nFy%K+s|L zTy-uiX(&h*aI0|xET)Q_@0pj=+>ZC2n*}$3PE-9e*XLxQ7sek8aZhsX59>F?m%HtN zJ`*pp>oCWx-v_-!3fT;uOOABd0Bb5syK%8&1Ep}GLVDDDF&u0+(3=^zlj$U-b@b+M zpOVj9eP7()pSu<`3QeW1oJU_j5iB@3&Dyl`b2)NtWm1vcyLrtx)C%C;&~06QnI3<- zUUJf@?IAR)0}zhX$g-X7-~41>z+D5(43sWFASQ)G@+aXIK(lpG-p5gsWKhlDZb+%)&vAuNd^?`t(wkyB3X#} zfnMBVnO^52ASrzUy{>IF#IFJB-4D6=`}4;1_FWi~bpRvN=ql~|wC1;!!B!9c#!UX* z?2X2DKl;gcmoTU#>Hr^i)(GIpSK0`4 z;IETqw_7|t^eqngYjR%!m1fu82+M-#IY{DtOk zC$rGcG+s%iLMYz_6@LuPR%U>Nc=!B7hhXI^aie&w6 zR_OV~dOzS!^=tUPFJ&~@s$~x_hEU>iIsX=j_7GYUGm1tj6QmtoCbq_neFX=Mf4r8H z*KfYoEt;dJO3&}JkG~VfuHE#~N@E0a$qt&e_#4Yx0Rx~BOQ5hm8iLXoDg$b+(&|20 zu;;te)O32{+l&-j1S({Ex{WW~;9UaRvN)Go=2RN*S7?*Xqsv9aZkVcUranv7D=Dkd z93UX$GFk(Ts_I&KV!-usz5|<`_;Nkd7{!Oxpr>w_bAd6GGQgMR{Q|(9Us~@D)xrtz z1<+frdFY~>Kh~uj*o;Sp_%J8H-wTW32~={o$BWNCJF!50I|uC6SLw{l!4adGX{Qr} zzUmEza0AYcuw*DBT_))9yLF~*dfi!;4ogFo8cA0nn(qm|#^OP~0q7p5{4`(+0A1Pl zR2}+>6)WZ-&-WCXGwNncf$fxwk2fpnk9UfNJwP}VL^XK)v7hA5QFGg)LCJMnC{T6NjOA%+$Hk<=f};Gv+%t z{56fP``B%F76smQ+IzR(BfP~sBeEL? z{30~2DSEDEbwCLf26Sm;gm9}7@Gw(YZ@6!L;iNK<5fwlVA~g2Ga5HWQ87e6>habC^ zUr1Y3jZ4g}L^e<82 z>zpGr>{;q!jad#=Ux`VqhzkE!X$s9>(~TnclEm`nU?2{I>u#SQ0EFSvuu2EQpKYvw zqne(nYYTiStkA^}+q^u_zL{+}e^vWNyoP0x6C=`OsbtYHVxUq>!_t>Vy!{Lfm-PS! zt_4XlkEtck`=e&>Ne70}H1Anh(RINeOq=E4wNawj}pZ41;CjY+p41xDd)(z`3Zh>Kz8kY8!1=``GFEAPDs4V`uvp_9pa? z!ZnxE5zAq9H#)>ak(Cnt7vS*(LxY!;~(6-Oq4>#M06N zRF}@l=gz(XVj80;@N4z+ZQ&AN>$2mWKus10(dHc8Q~N%w-+ygWk)^sY&*wrPLPXs- zZkstIGzPTwR5B7I6BuC6F@s`hoC3OksdrX$q-$Iqt9SapdEL8cnC+*?p7mU`n4&twMGU{lE@O-JdE)Ibhvs0eBB5djoU~n_CMkz${N(i z1v_Zzsu+W`Amfx~pG%|?%*nt`-pv7dO_ z6cuEA5V!t;rR6)j-01%GY{o=?d z8N!;zRx*$Qy&b$VruSjq1~uZAJ&NZ=8geq8l!e4Lc9IKzC2b$m#}ah2YhNdnaqFZ1 ztnq2+oyA5(>oH{T%bV$(D>tZg6>}4B&IGL;oEnw9X6E&%>V2+?UUUf1cUiOKG)s}P zLb^M!9x-qF0LUW;hdTh5SYnG((6$Ie8|A&ky!76MZ~ofk-b~eG%~4M@7qk+|em%kX6ltcM#%sY(yq*^B_7;L? zZ)~H%NYdiG{83(52n{HoP4?dYdILeXKs7*Id_!Vs0oIng)`Qd0_4N&{zjFl-`%3XN$m9^~AV`_9`FAc4$B>%!LXH zQo9$qa^1@%Wu9XA3&tADH`w|co&A>E9MP=1@7+RDr0@#QbsrEP{iNB#M#;G}D~+{e z9@W6cv{Gw2l~4uo`><(a%Cz0%xgCjMD+^FLMEyL*fGrJ^b_@T4m>k96#48fC)q=SY zK@A$bs4Ai#4}3@OeK*eTe|#jX4%&u0ERKY1Mnf5cyTo(2 zncr*o@{${xufYr}@VI-O3LnE}EL-l3NF&18^dYLF_m3* zJFYi2I{X^u+x~(!s%)$JgrNdE4PT*C;gw57C7R5j$Y;enknD_T>ky){j**&AJ=``7wg?#b!;IKYEM@{d#nQQ&=Szxi$IE%HO z$u3Rha6=WouULE{Prqu>-;<0^Xh91Uloy+cbqu&&*WVwV7}4L7UDKbQ)x~fl!}6TT zRzmB!MksU-GB%wJnw1$f5KN=EVU1-|*3odG1f{18Uy`q@rsk66?rKG0jk2qg1&oMM zp|0yU`4pFw;n*Zil6CK+VbkzWVBnok$aK_f+`Tl_xQyN%d$%o=>s}l_bEZ~A`eC7J z1grX;*!&fC8o&#UY6q_vxO@cu^J@1#kg^wLc&-q6T7+>>TJ2`Sgf_X^Qc1W?YHYs> z8gSf*b+l+M4H}~8{o4H1Nk}w_@haSTW=FzIpsS}cypr2e{HWoux!P06Vk@|+=#j+6 z;DE$twdm|r5DS&eZ39*nU$cGf_s;Np`KwWIg#LyaIDawpvX0k2tvx!u1JmQXsqr6I zuIrW`yjZi}F^G^<_Ac>H@S!`l|S?N0p<3ccF$w za0sxkH{S&Mkd`=Q`|9Bl@4vT~o*c8)&# zoWyM>fK!t(Lv^P7?s>LHhdeYyqNQvgP%J&3^QYs_rd3@;`+>Ll-*#HOSU&hM_F?tl zs8Yxi1LWQk9QmBjwJC4!GWl7GfTqV3P2EP%PtMl}C1AZW>La)#n8L3_Em5#cfoJequ#(rRt}30* zSDe8YkFbHB@Y$bj9QJ9dM8;vkb1ytp9<~s*BKNE@IclKfWQDl>u zZ)RS5;2Yvq?P+WkYr8iq4wx1a8g`PQ2cS!T0uJaw8Jt~BhxCh0VAi~j`lUBl4FsbM&VL~v} zwrU^k?Gc+&dTG_4ax?bresinKa& zs%bO#>D8?o&X56uePbpa)<=cMVCQ&fWY!MTo%EglLTFdvg(~3Jrvk3__X^S8{~%N` z)o8tU?Px(_4E%d|>hBwDkGw(L0;gjB;zzAP)ma{tgUwX>W!3{@d3Q~f?V`s%!cy6A zbT6&E$eU{lQ)Pl4;JbvR8#d)w5b4T9twXAxf{S0w-6}iWur>k^GTRft$%|cRmQK?~ zVRF?4{bkW6<*~qti@ebyj4!ns!9mre+#vI_-e!_bqF?cT5RJ~+j-4t^aoyD+ARuBND6HH?dQS;FNL|lHZtn zy+sA}Ie4^@!Rn@qm?-hvP<7S(FlhvnBPdTNnqwHpDXtH)#_r@u$1FZ0dfOz2solK3bkbpe>blYy{NbhI-)DfMkpml-DGkDmJM z>t+e7-VIS8D?j8Gbst~P_SbQVvKUT4#lldBUXMJa-D!Sih4soCguYgmd+U#Ye^BD2)iUP!HEwy@B{0RnL1bua4K~1NRFjvfiEZu~H|v5nP-NEfp7J}mC2ic^7j-J!1<)@;@rH;y?6bk6f zInE^Nbb65S9@<;i<>+)~9a*>WvwhxDJIz^!BXEbHILIN3Ol@DwZg2Z}j_#fNr#WRU zD_$lstNdQBKCilVVlvR$Irm{Yk8w&={r!^fbZ8@s=w#+yj$dU} zWh~T~0My?&5o`N#(eublb^J?;XD_v|dTBe_sa>HafATv-k!Y%IP>AWwSlw|wU2+Sl5~X3R z0KPhk?}0egRjgs+a;a%4y{CTuT(o^GpW($c@x#`{VTi-HyLaU$;gYR*GOL*?Lbx8f`g2}+;??G#_-SL-H(aTTdyN?) z*9+~QvhMtOq@V@)k$gN7Cwh~0=(Ox&e0~0UXShY7>k3`K#~KU(WC2l0g8EtgdXJ-T zC_!#4g5hJRg?2%f$pB)hCDxrZJE7ot3hZ^{?z^NabEOB?R2D!i_|(4ItjI=z@}AVL zN(|kV8L=Rog5ekd{9xEa!Z*k`N-<(I1OkgCbbC=B3n?t{2)IT_e<*$^7&GRLi2N(y z_vNE1Q~4eELOoEWnxDFD%P*<)@bCGx4Ed0Yg=F|-;@ILtPh$xwp z4gE@YXriv+JUf1>v@K1an)|!x^5Jr z7XsFp#E;u|=yJ+dohrUZwk*Ux7-`%|-`cE_Sfb1vNUK>9QGTCJNTu`zf!?p363sMq zC-6Df+XJPQkL>xiAwvQS)|6ZaMm@rB=k=4muGu}D^)|YlG}rFEw(FDW*jOCEvRNym z40LZU8|r;pq09&6;-{&yBF#YX(c9ZzFud&0BSI^Br?Or4I)$5GIO9`)P4{UanPy!4 zUE=RfY6_GF^1`YE#%v!i{W;p!t=|Yf>-h^UX{XT#5d2Q8v;BBBP9fRwj?8ctT_hV! z1U(OpT3z7~vz~pqzi9z5g|cQ$z{00G$_kil7+GjC?6tGF17O4RNw=^q%HTF#T*J2S zS|-NySYSfsai7miK)HlYq`5Z|$ZUW_4oL(k^|3y8o{BW_7uRdKSy_Zha1mTm$7Co~ zYDo)s(Z1A--TV60k`_NwaJFVnXb(;X*?2sX%x1dj?E>|_pAlcj z6!n{eJiU(E-c7A@x|!j8E*i_c^465+fow81t|*U3=$}t+eFP3t#g>9-7RE|f3yu|K z%Utr@Ykr37pT#Bv`ObfrKXFlq&WX=eFaY8gDp_5_G+<@ty1Z%q=HOT6OnnUK~ z(kPCK4tdD0pvGI6lM#LfhZj{-JnQ*2m1B??egkk)SNQsrDvoxK*KeUF#4diyhcaa34(y+_G@hmWLbv;%Z7B1Wg+o=?Xpw7K9OF?F zX=i1sYya%Z!L}(=da0-WRX*tF`&RTvf`XmFbNY)2Q;?x))uhgTS-6dslt5LXR`0S3 zxW6f}X6ogGV(&%fqttoWA19{TYAua}c0!O*O75UaZ~fHE^N>F`k)GHEqoNC;r$K83 zl=-EtGTPkg2Lha=+XH7KXmSg-y0Y~^H_Q+^H&b&f_+_7^hD>e4@CW`=F26icCA(y( zsqu_#(FTo+k#H*B63{+WyCkd{%takLdXyg|v}5)_vaxSOmWDkUJC#GW$k-)ZvBfDp z=R#tq@J4Xuemqx>_4cHl85>RyImwPvyUYDVy^!`rU5#hV$zn?}bk4gu^0jWa8wRgBKRb{Hf{t-y|g z!{7I?+D*49_^9#IF0ukatoc>h`ksk7jL)0NGLY16p3?v`fvKb^#5r|Brms;WwM59wE3%@xKoZGVAn!VG z&OPv>n~zQND3f|s-_Fu1UICqbPQ?R@ParSz@)L{A53{iw$V-$P7yJ*Mdl96@RNj*@SpGO#;Ka01nN{}Q^GB;7 zD4^3SG$q<-{uTvv<}sq~B~=)5O)yF3eqIaAyh1b0NU(Mh1d90T zNEHGK1XM(d6j7uE5NQes0@9^}fb?Dr3B3yAg#bAU&Z5I4k$F_a4u) z-}9aiXAD0mV@MKM>%Z2V^SXW)G{;!RY-|)}xM+sraVw|lD>{u;s8c<8wV>`&_N_RM zArcO{Ylz4!XC{+1*fX8MPBauhczI9WYD#u;09dh~#=jkbI6x;;WtZbnDviQ#@BwVs zzIe9Nuf+BsCwHms5ca_o4dQF#>@jdT-A7SO?z=rI{& z+uCtIjQK;hoyy3?!}@WhzH|(j?Wps ztIujvm~In@vp)SG^#{z^d){=&D%FrtAa}hLlaBO1zk$<^Z_7VYc-OlSL)0Y6yF+^$ zz2TUUUw?k0p-S`ej#|~=)1zpgkuj}=M39xU1v;zNE{&mO#h{}v$iW2zagrP96e`T4yY7; z9Up5ra>n#nsVvfpn4Y95@K|3#w^^vcZ(=`{^5eq;yw8!4azPWfAa`L zC99$B8(BF6OS3R8dIs8T@sX#XwwD$CX4hGqgKHaDWf=n%J`a|~kvt_vX&J+_b4&oOhf_xl2_FFVf`-N3y1D9MpZz^5IZ`)x z=_~@ccT%(xp$6NAt#+-rQ2PJc7e@cJFKB9wHn#=q1zpfMgRa%=h<9h}!BbuNGQx9g z`3uu-I)A5#6w4N>Pu8U?WEN8dmL*Z(jiAkca zMU{$Qc?qxidDTVhw3<;k-CXq+C|O@n5?J13e_v*IHhJMti8)t}FK zurNhkyu2k ziqnI5ep`d+>t)rxjf|nMiMU4E!=Q6|{OZhoPhGpZ?mftmf8du9>aQ|vR4RYu{h+L> zZt0t>LqTY~I3Lg5mguGOX}fMlffgH^eqV_&8kA#q+&AbA;r?K^{^46xW!04am&>eM zh2JRD$A;&yQfO{VM_2qC01L?fYN4@S@0L{cmv4 zxa#ZTar&$N&-^1heBBepg_v>cWDyV0)%Zaec<*j{*E!i|+|fcgM8xwv)Zb9UolG!uD6b3gUQ*)~22OQ6 z9PU?|pmAzRZ(KC{BAff`mvtoTKfUInL=pF@X6Z|KAL>EUr8bU=ZAjwnTswmt4;9+( zt4Cpu*O6xwCF(?moxlz@@;}#P(~;iWu>^w=1#OuqBz`PG-Q7*1Q zEuZ8)l|q8`U)O+m!5$hE1u3N|H;2bnLz-1kOCO27aR`cPaOCISOOd|?4oTu zIaX&-=wLHpuR$2pd^=AvYA?xv` zP}`E4GjgZ%-h!Gj@+PhSkx^E5?dw@p0cONnp@p4TnZT3Jj3EP*n$#1MFHh$`Fz9u+ z3HOiC+e&mEV_?!)EU;N)IQky3W0o=B9SnYk2T{`wL!&Q zgtW^Pgj z+nalqsZwP;mThWMh&2JXs}7B}pHaw=I;$wv-`KCa87icz15ksmZ-aS_NmGgKIfsQb zeu6nsCRA7}`f|-v#h}^S3I1*IX|O)iUVi`jkmX$-c2qle#_fz%N{p-1ZZ48S?bJ73 zYtc7#Mppk-n~AD$ra((bpF<6}h8%)BV!oFNXkHx~>}B4!m~pGS6&HTPsWSXfyI+4y z7wN9@W_5j7AaBE=nxr;=$%aDS0Hefm5}r0oY4c2?bX43Fw!u&I%5Hk{oyr6$yMj5A zONLByd(_2c6)=lW#kZ21_n)=}wK|94uQ4%`BEid_u+>?(uOvrN?(c~OayI2+n54Ef z+ht>=qmC8+jz=5tXBu+}mD~Nwx`^r=`3=p!A(PN8l=X2wcx(sfvHH9OlEcBZJ)~Jr z$eG?UC;t5sXrr=F(sJ{QFM1``w6q%e`ZO0p<7s-HD_3aRHU+;$S zk}H@7WP>NIBd00N+=Ht|SKd7GhwBF+B)uP2>ReZNlO1Fj7yr$PLm|)^WaF4%FQpMT ze^7Vr{sM_FpZvs5I2oRT8Xn@>kfgB?7$kvogPXka9*{LUg<62j+24IX5=^z(q^1O6 zbxq;t8Bj0B*jW2DN89m_>1%vb7RAYG2SUEVFB;2X&J)HlxT1V`;bvOIiKGK7aUh1T z6~Lgab=vwPoYvC}&cBvMQF^P)1$_no?``(l?J=!ou<}jGI2WX&&X|no24zYFCuOPZ z%Ge0<3}21CkfLZ7gSRL-6uP}?_ZQ3QyQDfP)YdGL(XRHCujT9 zrMV0TZHIk_0xGwG&Re3A7fvI(*#{abNYfD!p`^YnE3Q_-{jNnlqMayU}4}n&O_{| z&fdp{o)NSvJ$R5k`z6jFgj@y}hdJ%c%kL`WyLhVX*l4ftV_X_vB>D8rS_IMwh-{q9Ne@n%A&RWkgm^6lURGp@MTabL7rd-NpoUn&d5& z7&t5*NckAsrJiV2z8|^v!WrlSt>=|SbW(6rKX32165 z=dY0yJzk1fHYuamJvaQb1a9rl()5mz?04^ViqkeNNLJajZOiYJbP#IH8@S#lnGCQH z_sW%A=}RQFK8&fywRRfCp>B3_j^Y$1pB1&*mAWx{Y(}=ePWc4JNB@i$l+)!pRX<+m zT~j)HPKx6u69i{e@qy=@4fiAWd0$A8Jx$gh+1Iu-5{CC+wjhMlKmL1IKjBkuanaV% zg@v6xt&sLsg-}&aQ(5&m6Cj;&yk}LB^f0FM#ZpH7>n1)ANywCrV3MxH$6-;rEtWmz zVB(#JAtIx>F%GlI{yTasAy`LuPUD74_Fx{;%e4unDHAPPTLViEpVe2Lic^OF&?!0~ z&`q{OTJVvG)yS7YmY{4bP3eLqymA%+%||lRz~IW5ajZCLvsS?pb~H-p5MD=s#%+OV zsKL(P7n3gs0u;j%YQtyuh&M@l22GuEw?H+y`XefB;yKOe;&tY8%)_f9eq=}=RzY(Z zXn(GkOI8{pLAOTiXfMRm?GyT#pranGs<5zcJHTLt6aZ^!sSrh3bFm1o19!!L=%d|AU8 z^gV5@z^!O)CKY>8WVn#@NuD5x6 z*U;n~fo#7H)HPB4U{}~~%uuTKXJ{#C=co*b7@Dd^>2}x`mL}kbAI{2cvYDd%HKfh< zo;p6)w@sI3J}L5bTeHW=AJ+d;&iL4R{XvcY7ssPNhMnJ-Zx2+c*j^<$zsbxf<)zMf zNB)tRK5pc#pZD5hjZ zr$!XT@VR)}gF@0+*7v@mWnl=jozQxNM2^4Yv0sNhuwong3EvF9S6=5Ti^C&Ez-?9n zNY0k7ONPeaj+#g9cD$cb5?t4EaNIBHGMf+NFYiJ`#ptJjK6_M(&AUJi#q7o zGJH+K2~Wr-KkSP55Z;{Ne7~TM^=WA*Kc?FD-0>$5vnKX7w=o?%S&r??wAJWnyWlxX z;`w-#Uv(O;(&ryzYSU2^4H`sM{ z*si^#uL?`Mlv7o^Rs`wGJxPm|2eF0rFL^A%pe|N^VmlJ?KKdg&61?^=P+JstO=RJi z#>BDD2d~5opVABx(jzsodQ@kZ?ffbtoo3ka@-y|D^#-wbP>!RY6}Ms$sf%S=+vpmD z-dzexE-xNwkK@ZZ-$Qu9ExI3>%~z6~y|1oHgk}xORuOOVmxqGR>bn@GkMQ)x5nHR; z3yssyR4~H|^=?RnKZ*G!sj9Gbk3#qK=IXy{3pGU(9=Bgx2%kL-bnPw9P5B4L@vXKS ze5jVd~0f7F&&v2ct0xo8uON{F3aX7(2q^4BqM5@oL} zut@L57#7Y1)o%wpiFBNcj`1)h0C{iFeUW$3Fxua%n<#|m zh;XnJ@e%s6r6l@_zGS(Fa9Ldq5Da`z`cmbG2(&y%&1K|T3Y;sSbu&k)7S2BTpeM(& z+(oI%vc^K=aolBM$@RMK)>(23vB-$5x_2U+c0u;1eC_++7a$=0_ZImPI#s=|wSe10 zivA6M2^CIELGMR086-ki1*lAJhjTp(!N~fQWBiNYuiBUrEV%AF2gFnGEoHjOxSW-K zpN_D(Er=bI<%-ff=8;rjB)6z#&aOk_3Y2z?W3;1J7lp*?$p~ih%6BP{b3EyyM+^Q( zDkEX9_GAY3zafN9*ayqfwL(lRO-2#yA6|vlA$(j4H*+Wtd&d8D0`bm}U@C`+mdKHo z5*AUETyse#yOKqz!G*M#x!W(M87EfQTUQybvP7R0mw~%`|6W^3Ult~gd&Dj>L2FW0 zLo*kb{bz!W)O`k2EJOcOvD{ooSB$0$nU;pLIliW@8lyALbX ze~~$LqqbTJF*EHCb=HoCk_o^N=e|kDz+~R%Wmk@6k@Vx^$)9zctE#A9SO&Jl4%YTa zgwa5?s(|Ed{{tPPg|x`uT>5!Gk3RSwOKxVlAo|x;+-GIDR1y;9`vgVA?@|kA?uUXd ztqU0BZ6jIFgroi`V}e{uQsy?!-$kLgx^j^lxRUzi57vo+M@4%P%(<$zXu2`SEba0X z_tJ&CDKUZrVH}_n`#U!eT=w|DWv|sXyZ%NlO!-9UAy9aRi#$WkUSYUl(i5NaS{?Uz zbTW)%S7|ciV{%{GZ?GDVGL~4@yLgr=$0vIqlF}JsIGeQEWnD;bds|Q3rZk%uctwXw zc(?LVzSxSow~M*-;&}w?(sv9iyd>{b^YsTG&swFcbDsIbQ-;1&Y~;=1FQJqTqlyI~ z{`Z^N^d{9)m0R1QQ;LFU4g&EUFS%qrtUyjIfw2!{HMZoYt@>MH)rEHwE{(qao$u6G z`rZj-FVJ@VjF>OT0qR$+Eg#VXrnICYU({ z#J4Aum)GYF0|53sGI01$m`bH_sXXkpYGDFg{07x|W;W=BAKwZd8%MDUSv3l^Hvz`6I*X zJe7g4Oy?;TA-Ndf*I~OdlesGCoE)N3W0N05H3U4=YgXWEeN{hb(tz#66mt2j@e>-p z)3r(QZ5_}p99S+}5QgM>fxh{8!j*&A_e&a6ZF0|n z@PDHH<^23M%K7^x?9cieeiSh}L;K@B(sX4Kso+yEUS{eyKapEn3BUGQ&y>7@Q|&0b zX~3r7R*;Pv)i_GQw;5t4S?sF&J3c9iL`iDv^V~ z7y|Y4QE^>hH<2e_V|E{9mHLhU<<;W}4E5-UwEyLN&-C!1S^8sY%l${AK+hAeVtz6} z>wnGfndk8NSpJR&(JoZUSI|;-aMR zZ<9&kXAEZIYd#0wB$MgWaO<8$f#>F1b><0P^8bs=-c$XGI`dVonzjET8T^D0?ud*A zmrBLqJ?V_`m#}btcE5-Jtj}SS8Ew(XQ1Imh01p_VeR}=>@=gDj)&Kwa=Nj!5_Jfer zJCXlCeeq;Ab(#vu0PMld<|ORdxOA z_!6c9xB)WCeKJbYuJyw93A`q_E}lE(b+KW$GoJVr$3yPSCkikV zvLSdAaBEEnMM0LN_^3?*bZP>?mbdZy77YL1G&iEFL-C9mI-2Hr<_`&e-ZPWdr-jhc zq;=x;hXSazIrO$_?fZv1{_!AqJN~poTI3sT^agHB-SA83T@qE$9m3#19k>db$tlF0 z%Q3on0}ef|GRGW142-L~p-CyWbLAXZ2Aqqkmhur;b|A+bdmh**J0r&^fdtZs$}Qf+ zV>#7TmPB|_^&c;ys>;{GO!q{tdH)ba*1gf8DQE^VfX5v++|NZLzCM@o(%;~${yV5Q zd~viGHum^(F`D`c_Z@HXx#W4h@?n|PC3WxuGntAhHwbq?$G>F8reF@c#h6LIL-XnE z48)$>W#<&hNVzq7UEcy~%>yOixM-dMKfIOx-s8qf2)XdTb0AJUz#2dONulAh#pDrn zeYZ$?8f3N!uNh~4$lj~yeDtFNNZW;E_kcUs9-r!$C5JK#e<|g$8FJh6+8|*8G>w<; z7OM@6=gy}%V_XLEBm*8FqJl-ap??u~0r2&VBLA;5E|tD!4`QqJ!L%)4&UTm9IC`q^ zBoSXFIIfP#MQ7!20x50WE(ftg31ze5X8Zp6eGkYGo;Uh5h2t(s`q+~Yt6e2136!<; zR6MO}UzX(#s!3>em!urv#;ZZ7MJ>}e)as{-1}K1ZhzB)*6UAPf{SF;;TF)ffsTwg_ zz4@^n(@mHIk|bSEef1fMS=?_7nj+bAOO#w+{V$l0`%8e!aDNxb@#>Jw=Asvu@xYst+%s%jJraJ15A2HbyupX62r6s z(12s&e&k*1-2lL15zOrEPD=xuW(;m?NfV!TXE<4w!Kt@K=LykqX#`76yYdoE^{767 ztVstYh3SLKIVDrM>~-aZGUcA?PtM*Xm5a6mlN*SH0j&Udmcdg4TODkY!^oRj72&6uAs#k%fGq+m9sO!HeOHt$v zw|vG!KW|M}Mx}N7{KpgXryBkoRQr_m#m*q@s>O!alQ*L}pDpn^WI+pIZsV>y_y=Rj zZ&$p_8Z?Jeo7Mclc_c;+?XJ223}idJhrkRM>oQ(vlHfRMODc@{>ip_V9D4Hg9-l>Q zH4slsFLg!~!$fyHN%=XL!$t&W!M&u~xo$tfsx5?e3ywH@v8UeLMuYOcaa8F|e z=@!by4T$jl8jC4^5QWyDZPR%DZLq;F=QrF^^{?p!P+;<^ah4Bi?YNv69k*ZAU@I-# z8Mmu*_G>(l3b6tB%dj8M%~eO`!R-AshxDax4A!2UMsNq;20IZf`>t7H8V;Udh|#)y z&?F#K?If=vbgy0OI^l1s1t(db17z|>Q!6m#)#twI1Kn7iP3hJXbF7f$_WjLwC`kc> z1r2nQ&;fnOrvd#2OFbVHx4wi2oDA%PxO0>(Y#mkJ-Hy7}c{QN8oRAB}alV=ILzd8sUJf z;}_B5S6N8z-bp~pr!QL~aWsjym11xJmD`iVUwaMDQ7>aG0ZwAVsT|P6l=$j>4(jkm zZY5x|qfFbsEwoi(creJIwalqg!~a>Q5~xsaydk~n0LyQjr&Xp~ap9gznE|qoJmkmK zfQ>2Y8o9DzoP15h_ zMq;%cT&SSbXPqhsv*;TO^AmHcsXegMzr`e*G=k)oboOR=f`W2}ykqPfoBdbPc|{$c z_7AKlmZJPbeFl|^iJ2yA>EJ!h;4cWY%EQ*Ykh`RYh8Wjr(#E>A{#AWbk_5*6YNb_b zVg1hh$I5@V$K5iuw%elHA+v55-twBpQ7T1Ml4mKoVuyx#R|T)yJG-nVX>%yhmnWW9 zbDFFPIKb#;-~I(WjxCTwO#J1$ueViu?WMy{7G}g}m$Y$zyh+`L!t2aO#$G?eh^$a~ zp#B5S^oQwXvlwY)(h@dd8_x1VWN5kVAs2B!_xi;|AA&D2vR~gOlxvY^BD9lelMG6# z$vt@*c5y`N&MFl4g}@LZS25qH`iRFdc`x}o*RvKIGAWh-?@h1Pc`=fR2RkvH#z$x1 zQs%_1L}AjYumEfaZa}I^S>!(mw1Vo5iB2w;*(qfgkPVj!D)2d9bB{>Q^*kZ`+$Ff# z!@5ccOrN|OsX}zJFCgOSCvPeFYK$VwRfmU7^L9heER}LODz+( z6i|1b=Ugib8tifs$=i&zKp8xSj})+~KiAq^P0gewp$JW;cN$=2G#3gh{~4p;XHiFo2>Ca`|en`5Wh z7M{EsoYpM-S_mGJ3UnDKt%Gx=bU=6S#^5@?4AlXbwPn44{Sn=cBf+wBrEZ82=j$G> zGB~T7NGb}h&&{_%1?i^TR7W-L;#5EAQ$UgKCqs$7L8OM?p=WE-0=I^1jcd$DD3fE* zcabaC-8ZiFt#Q*y#O+d4j_|Uy;ke7F%Z)m}$s{U1oQZsJQf*Ng>Y!KRvnmR6{&UkG zf@vkC0?8Od7FI9&o-pOnC`<#3{Oz`9+(Aw4X_Ec|OgJ+FaXPp}7JWz&I3`kR!JO^( z9ph%-VVps?|M6{D;sWY1$qm_lwVfCfG43XNUXkgyj^iTLbJ`ZddRy<%m!N;C)zVw+ z(cp#{r|+GV%||EkL+rEHJSkef+_FTGChm{70Nf>)UZhH*O41)U5cV~1`+>C??;0-+ z(VrA?TT_-J4+zxxlvo3PMm^t{J(dua5qZzPqry6gv(#IW1@j{0K(AlRp>TIc@$m^C zy3d3^z|Fr|SaroYtvBt$G`sbxI+!r2 z21mkM6M;2Y$t*dKWc?p=9sUw_458c=!*5WMHiBH$*T1jaz{xIOsr=JF)_CUz$B}rV z*ZiNtc7`d&>pDgO1B@Z|0~z`?ELC?;^7#p8zk19Q=ty;RvG!NHG?JqYHj*gM_{tKn znxeOI+39<;oWrF!6gtQ5DlBM)(ka-$Je`I<#ZME~8kzN}3gj+!;HmydzJ}mCJRFUm z_-LF1+4J_|lXV~VI6;*$H63L@`Ot0Vl;4Ytj8|_Ti$0NkqWiakky%vs_}PNh*uLhd zVDA$cP*_a=r6q-)&C}j8RCXP>9an!clK(N;@WV+f7h*swWPH~u3$-?UMA=8jz2n(T z;FwEHP+L&dvEOi&^tYps>QWQ#7HWuR>`JZf%Fc8F0D&&W6c#ar$Y6^_^2`nI{ub7^ zx=hlh{q)dBfZ{imsXr!&WM7QC#lyQWG#=92xgCk)SdM_(wq$v6apnK*d=zqQbK5?} z#`K3e4_W=dZ2t?g3sC5E=XHzb2;T4)@hJ}FS7hjNECLY0PQExJkoH9Y*?i zO`Nx|ZOE(zL4y>(V@j^#&rQY6kovs}C@SCB+LeRn(}C?A~)74z0Cq z`8C20KhiNH#9in|UB?lXCz5SKx27R~Y@iKUwKP9oB9lYkS#uxN17$|7*_$7PBV*C0 zu`dkW{sUL*;ScIO;dg%DAZ2Y0YONr5g66$N&a(gl8Q4#1meXCv;Qa6N+=ZB2Yj<`n z?RP9*fgEu=5TrRQ&|1L2jyC(Ve$$3p{fSESHR25;$A5IG`_0`|z(x7{o1`6`tgxP) z;v<^fKR2%`@DHy-K?rX8Q}+eR#E!hhBx*k?w{EJOwL|NR1M4^@a#jDY1#c-W?8qsT z4d?>ifGHX#<#^OQ)}t9sRu`zR`z`h%w)6$f+b*@)0F!w_fx;q2I)-u4z3?!j2(P0r zZ|d`rXB&-n_vMA?9>Ig%vs6Ufz7?ye&tW5-obc%jZ;}(-K@MQ2+ErhcN%qMnk9zb! zj9X++_q*l4s@LAr}fK92Txxi^dw^zWGD(0YlHU#^*zmERyo(wTrG|)1v2#qJovs1s!(w4B%QVK|>Ox zs{8PpFI~46B6V+mkU8qwYg3JE9Eu~kdw$P+Z zg?kjJW->L=7Y3iraE)RtT{0nhcMUuQ+)o@pVuk?+V|{S@KN}6Ff5hC^b^k%x%R7c2 zcD<9f034lTpz8c_n?sUU^6fN1b78sf&sgsj>&ag_)Zw9P*?$otFdqaJzGLj0ga##g z!sl)9M4RACH68m(Bq&Gcz&u&F^x&M|V3q=^+B9COk+5heChY7}Hd$Uk#(&F;LSAhokOxqkgo z>HH4&7^_JxL2ykwoxR*a)YFCJt&#yo9Jf9zX_bnFtk-6uQ8Ib={vwgN?LYb+Y{VQ> zJHEN+J$X-6p}C8Cfdf_=KfXesyAf2qiux=A-C>ramxfPpaPhwi`=z_A)$L1YdAxTw z!oA41A~oX+0dP&fp>Zevb@=|wt5d-8SpW`sSUtCF(30~#Mw%`DeXHcYIQ440z5K`b z!S*@CDG8_@w$ZCi^J&-0&e7BmWzvMT@?V=Ae)cMxl6%DK(iD6LrUTU-&0Rxxxyn8W z!rCdn``Obe9JO}>qu7_{ln32xz}X%;sE(DT3EU!NW|x0?Ke5mw`u&*h@1rV8Y{s(H zq3fq(H?h9*A4&3}QL7pz2~omGLzO2X+PnHmIbB{nX4zo}25r^9+>(_S`+)vrr9(&n z8cq~$;}y2KR0-`no}8D2ox@2iU#ZGB$vT41wBwQ#I)eS<7Owc|7*pf(+hm>U&VbYW z(uC0Iz}1TaH^cC)r#o;Y5XU+;fmJ)$xjpq6w(`3-t)eK7!^o{TTQ80=Ia6 z3y24oSD|(me_YPKJ2RU;TCi=@Taxp5kII&3B2YyqwQl(_<>Ap6?$%s6gT2-)y9EST z;@xJ5mY^#g4_fqFUmZ`1JcJV~Sl(IDDkP_Db$Pv=+DzmHSTaKicbNFC*Ea&VZ5LX^ zcJ*q4qbLfDLoL{!KknCJNWyZuwxO9p-_};re>1Dq>?&+GSU4yoz-0M8CAzg{x9Hwf z4pljK9pvk);OShr<# zcHE^{stZ=(n?ALk-WVM=g_=ka(4v|7m4W)6%Z($w*df*68+Y69);%xc>YnCus$nP3 z#ji(&+R3b(508v@=?i6ORPRDErgDxP(V1UPN^HG5u1>i7$s53ZZ7M>e23k6C*Hqtl zH(SFZqG*|9YODm)qZP^wrQ*1CZd^S+Qo-4@1WDB{!Tb0&BSlLYb}n;>1hgD%a1Vmi zEqY$t-4I`u^zW5Lh+BqSzkMUI?m5JMD!;i+ykKdfuXWs}84>&^dqeJ0)|T{x)`iO- zRr0pn#_ZbnTDp#G)||PQZaI#+B(0w|VZWgQatU-@wT{yc4prA7`Tm#(b3lYcf)KBd z$(36rf;RI?^s=2+E6kGB%cBW9{CSuhc*ptd2gk^z@)@7l{#*p3=n;6g!R}Z)jk~sU z^{Cxm{J)J>^i0Wq&j0DpTpd(02$r#s%~q?}x!%Thd9u^{A%llO{Bs>ShSq{$2v=`y z%j^Etu}-d%T$s#(UZZLI-j9*PN$k5SuC1g zA~5zID#(*tHK6CWGE4KrpFgK;?u&c~IHNQ4xzYA+Sl%;=SqL?P8xFMh#`9IJqNQ-4 zca1N=(vn2eCcc?YLdfM3?0AcDl=Vg*D-TQCGK)b?Xdowa#8P_kN^pcfwCtwUa|NXk z7T2}Y=%e)%nuVr(mHOKwvVvz;LgjmR&Z|iMB75#~J=`qf)@-vHp&WI4%x=$n!FKYw z7!y3EiA^aw)#ahbS&bl>Lw!xy1x}Odi4r3h>7A$N3#f!0{(=GTkDebVgF~A+7Sn8g z-o}S(s@Pm?X>UHXT~?$G&o=y@qcbxG+(0*$XB;c_v8=AUo+I@;DpNqP8xPNQ0kl=4 zr;ytO%jPRZgat)jnu}3skOi)YM}j$h3cC5H)0(8z0{WTER)eW;>@?km+4G`qe6kbM zDT?G7iFd%Ch%mR`sZ8J zujT!9heX{UE!$N_%C0h=m~j#q7^+up3AKefD`S142Ux-miqQ%Qe(@Vrn^VH75wI!8 zVXks_*T|9THQpB1yzxce5Hxd&SR`vHT!emUUtFhl3Dfn4$u6VUEOpeoLwz)KxoTUT zZ#4}|LTu2w1At#7o#pjDoGt#>)dSVh^nQajb?28aXlT1bG`^C2h~w08dVY?a!IBW> z!hGLqoJB>=-p%KzB}1Cs`}f~bHhMeB6=;C!Fz)RA$4we8GE|*%6!z(EQ3(1Qt5pe6?jHAn)4@G=f1`a@DVz)W@2L1;1u%=j@@{{p0~o`lX;ZSP z0{l?~efXn>?1_#C6PeCr_t>Y_4deRUU8AOyzhc=OqS?rVK?jY1Ixa)>rBL1$G zvhbeV1pt;^pJpQGh!|XHf8CzldyRgWI!ivCrTbphQZ&~qnD5ch6(WVBz=5A1kRSwc z-!c!_2_Sg3i-5(l-{u!?S9~_2^OyOb9dveb>*cD#x+X%|$+b7z`w3`~v0!_1Nn|Hjj1G0h%PKjE}In}eula2{z`9UXD+jXb$7Ry;` zZu@DL^t!+SB{DI!KDNDV&LX5csj^dWqM7*LEC3i7#!Lf-;{FnN0niH^`lmI224?|P z!X4rH?&_#S@C+IpVJ}Zd6s*eD%Zt(o{haMuvFKU}HKKCsa09Z3F;=@LuGr7VIb?<3 zl|!20O+au@MVZEAL4_><3RnSQq;FYhZYfvg(l@`FAkmUS|GM-uVD5G8pl$)^I~(A! z3l9C35Iq0qC(#Yk94B8_pCUx|Dh+WbX^@gLxXri7=*O}TV4r2aWFR$%y~)bqTyh&} z7u=KmMIh^%y|&GBtO-^WZ0Wew`7JI7wz0K+-}-N%mGFE7=~M(1z^US_roqGwE=EWF zhs^(wkmdy>VJ(bpWf5&P)>^dl?|rD37nG*c$g+#>ZVI+5pb=tu-fi+s{Xoy>bsre0 zQ$r#ibAQC2n0p@2?Up*kG&TWz(;KHGoYkc;7@jK!w*xCHHKYD<^c$&4RoEx*`?b%N zcs{7qm(B<0zg5vjs-gz@6s_hYILboqp*hnN0JoLBy%fyVmR3(BbZ#2#rQBk1q{)s^ z+V?xJ0p0Wc`e4qg%x9f!6_M+dJXV%iN!X)?x^rxPHKja1lUD7eCNB*Q;nv9fl0TMJ zjEu4qf=?`=-u)4)O^lgq{mZrMAkh<5hKSUt1<0;1(atIWq zUlRx64m9tm}5If>5Sx5}lIS=NRU40J~h7Wzs_3x2fI`hCJSrsDIh+lqbpJ zsD^=fvmS*p2v@lXtd+~B{1tEb>2u|3>rzIuW;f(9wfA$TubQO&ZvdyP+s;FO98{k1 z35M5|Xkwn(7dcw;gwQOnpH73BVhq7P?d`IY0>&^pm*iE00<77rec*o6t`rUbTSS zC^PQV!!Y)maPNV#P@R)h5Y5#Hmf3HyvDOs+UEm}qEkD`N>0GSccF&Jjb;@BAje|Y@ z?BUbEiesTwhbuB zuR9*ZnE%!&a69HIngfh__vAI#ra14dG=FR!%14z9&+cSd4F)1AD;U3 z8w8slDhL#!VVt{cn~<31dFmgPa0Z1_LO%o+)pqt)3|BLi-m2N zCrNxNMk^bo@UQiEHyHZ?_hjCt1g+fy;6!c3pb#pp$l6r&;smuY>ZN!->Ylq0r(Wm>p>$_jR$}q zY#|q5o3wp3_dS!c>p6%hH{p|SLkn;_fy`^f%E#XLxIo{i{4n8zaV2uYwrWc4uP6twGj>_u&P>5KX!CazWqM9k6-Y^nrn!sg6a33 zrqZr_^xpG`w3s}Q!9;~0JYmiO@oRwULP_=BwU}YI1~^%pO1}x7f%|4(j7FNbZAb+e?CHqwr|3{UKa}JD1)kq7XjitinRg~% zSo|ahIUNvn0-xPy>~vHR+^N3iANgaINb8Cme*mxe1>Bfuw|Fn7y52vs6_SpB(p^U2 z4QWnE$RC^6n=>I$-A@T4Ooqg54>LL7PLhKLg2r!m3{7<3VV1` zTiMiaVK%{EZ1sTZYeb>%wTqvKPXXc$eI41TE@8&7H)o#Q$v?xonQcUQ-LMS;FqT(! zrJFl;fP}!4y)NE|X9cf!kX!NV@PoP(-tWd54w7?y?H2)bXY)g#mr7k<`o<(=vK$y_ zdiWkj8=1e<)fc_Q++MY(_phEUH-jW3U1-VDh_4*H@^5M*o%erVJ zzR!rfSd$j*>Qk1_Ibmk*8wcK$%L=(byK?&XLnPjO4gw}gfq*3^pGxhOhe%UdtBuR$ z!QiQsH2h-DPfl>O7wx($u>{}&l6=5E>@w;WCh?6RpG`EBC4SN6zO`yp{J$+?c2${7 z6jxg{;F|Js)%pF;IDv^RMJ- zY7JHY)=vt6i6m)Ok;Un=qNZ}3^{rY(FgDxs^0o7&=4UNp!a<@c3N~9N}pI0wiy-{4*z9N<^@y6?^QGXnHr|r$4hk*~)8n)0uIX?~5sfI7An$Wjy zCWmDwcQ1HVEj{xxlCYEaZn*SK%!^nc)aRl`817%?UfuUAYio#QT35KQb|#~0L8~yk z?mS4)Of$s_Am^h;&qcvBv={AJs}_@H4{rDmN=6kEd-}(|7nU_xUu$x|%o-|LrhMv!#o8TSeMxLjIx)?TP zdK0Mp+KH@gIz4^F|F$+`O64k}qsvBh&w(NCUwJ-!X;B)U`QTn7`nK*o2-05l* zb)MFF5R*YS)OU*5EeBiPXj{*sZbkIQ&P;llzhD>FBc$VRB7=qO2S|}stJxIEnvS22 zJ!3V|iBnX^>(Sb`6uRK0BdXosTGH7!$6tiZ!DCy6t}JRz)bKdeX{9CZ3{lx9P9jfi zW1~NZy23yl9Zve{XC$z;3Htna46HVVBKkMxA8MID6{=fb9PNu=k!}O?KPX@S~!DfPf%H=_mrCG^Il* zB1%<|-aAN_CM{8_NL4xr2vVf?CLQSng7l7nfRu<32qYolTY2``=j`+SIPZD)@Ata+ z5ie0#_r2y?bB;OY7__r(KmoJ*=*jjXkR{mG1bd4Xfh2X}ARDb_TXiZ|oSCwJazYlj z#+K9BlHCHMXdg_{p#?Ve->z{!K3J<@d`{k;0xdash`OgZdZ&I(?8KV|d+Vgr)1AFs0HW*Gwyryib(cycu0qKgYjA?LbOIvE|_C&3g|10(0zl zsA`8p5h6q|F(xKL(oe*QIo+No(gNWayxEY=HE9o@xd=_ z%B8Rl*a!?SY3V1uto%d6B}J4A=<$LGq8HjnQiZvVQ#Yf;haeOQZSst+C&6E@gz(e| z2Ch)d?mH!my&}%3UqL3@&AE{L=siuxRXg!(9Yk%2-MRB>hKto`9)4nL?_<4wT?bL1 zm7V3tP%C#SS+DPluLC8~_kEt$)S-#)sp^@POGmjaIlr39k~zUwuBF(d|FcUVMlrXxgnm(+t07l2wD_{aa$%JMwQ-?;^Y)qa-cs-DmZ0x$5IjS!Qfp^`cuEq#Wuo%XV(lAb?{1@|Lp%WNpFc{4MlmA*3Mt81Lb>r{&z1Oz!^Uo;TD~ z1=I6W(A!L&ZMeHz{}v3|T8p;UAG11!Lfjm8rzTh75qnO;D`~8rnZEi*z5-gce^oiY zQ+NuW7IAfK!fuyjvNp7iDpJHq<^Sbdg<70|cAd;kj-|G549V1;)w+M5u~SJo;MD!H zAGY#myzC{lhSm~mdZDJo3P}Xd9qY@|p?iQ4Tb=AVE;U=7>K$UIdcP+fg1ypyW)UWfZ8;xEmtU8i2(U+`@ zb)VGLuj|SmsWFqE&uD9N3nPK4G*wP)ya>nQ11B+j54|P& zb2v=*m3E3{SIS2+|AFV+9m2Zo*wKgutEjul!gXtd#bI-^zRqW3lHLBM-R>Ct9xS`= z*>;|zpz?)t8P+^DqxZa7k`yxJb-IDb(Z{3j&gE1IPh1*wahQT_L-n97-6p*)-@C&_ zGS+zAyS{2}zv>1~ws|8)12MnvXa8}8w`n0$9z{%;X7F!07cZ1d?C{K+v)=0IyGDi; z6(kyBv(wvbpMEVmpcs6}$U@~r_`9qI9#SpJyRR=?=?^V1Vle%>C59+QE%M_Z@>eGk z65=*rP5$ST@jR-Noe19yPULFT16?zSZx2AAS{JSkas&7|MDfTMFyWtFt}Dk_O_#gM&9WgtqRNgM6=ij7{YP; zo`k9sk>gWq_>w+~oc?#+v{_og#q(~e7fiJuU6z^b%;zvLjQq!c*YWh~7i+K>E1Stm zzp2N@`0JO>vxE$qON&M$b4;PQEkjnk;pFKj%U(E<=FvRqEl;)!z@I04re5EbjS1MQ z1sHq@(IxOxbBhYrOk2h_pNq8^;0at zlc}#=s*%zm>1nm{-%k}hSmKw3`qlU!KT-vJY>h~|$lU`ybZa`!Q%HzO`Tz}v-92y* z_s5#lxl0zW18BA?`+`SV$dJ6v^GN!CL^|-MnGkk;A@@v4f%k0=r%*J~^6BNmSVF0) z8L+-Og5&;XYJc4+e}nt0M0Kg}>#~lfBCW_ zgy1#+Pl~{(A*YoAtC6=CuBr*VcVU^ayKz3GQSwj61!E(!1g`Bjg;I@&9JB9Uz9vuY zxU0`hJiVCipZAW=NY{!M@XoN0shzB-QnX;2|Mn@-6ug?GmaAvL=;rCIw{1ry7*|}b zB#^n7m;SXs4!YkXt>83t1qmx+38(Sv^~<1*H2a(PXL=44QV)U6j@G+3))ltfw=IHe zOl-lk$EL`$;x~n2Vczar%i8*b|M5ot`F0LSHVnWNRbBA=!rW!>6im5aZ*=A-8w~=G z!FqN>VVX<3<3F=~B{g|eWX@e9TY)#P=akOh_oF>W`%CJLFG#MhbYA#-UBsoSk=!T5 z+t^9gZ%&a`3=W;&r3}oxc}ww|3ChlfBl9xIUF3FojJUZ zY!(0Bl>dAL|Gy{lKm4%^tUxF_!Q?-}>|bN|fAhKHDGi8%r}UpiIRE9u`p;78fAPVR z{>p-v_zHO6Jxlv{Ux5%fT`AXY>i_4K_`mxgL=P4qLErO5{l6W2 z|C@*RkMEIZI!Asb+~dQYe{&NsT?Pwad1v*U=YM)m|HIDUh<;5%`b}aW>0i$6|NXE3 znvC)ySilu!VSc**yC?Ubn}g<&d~k^6$DgYI<{l0Y1`CMDWlAFdHy z&fF613=kcv=?4ju>v1=o7Cnzmnr*TN-EB>lqurGVb{~Kv&GQBrzU|hFg5uZ&mH6JPKIsLZ|M<(GPzqT){*^YYi$$JzOLZvj^xY)-jT%-H-6VIv zg1oPJQqTDA4S2j>`HQ79!g2G1DTB{KsgeMt3&pdaov08!jbkcNFoE{dgINS|)a|+Z zA7ZD1o7xWr256(nJ3E0Q&%iKXv=eQUeZctMv+$J*>?iV0I?*rhU8SD`RyB*~DFot^ zn%khSn$h(8fjGy#-wvO_+;{R&Lyq4@T4BXSQe2Y#o@%wYuqbWs=rY3*X;qPx@LQ-a zF)eNL5-4n9>J%tDkS=`=K>L<3|UBQ6h z2#J;l3<#_?f!Xi&&(qIg%ICzNAr$A{XV<6tZ{Wu9^CYR%vmeQ_G-A@+3N3{86z9GP zO(9&5fEVyiDWBfvjz9GmQI`-Vz47&FM6_aWmDFaocO_E+S|}Rt%4%yu-z$_9@Qh%! z`$gQ?waIp9h_CSD*jL1|Gk{NLzf$jcrHU^Hjt_s79M{MY8{U5dTRJ?zcaB{h6HJ@0 za%YXghtA>VA2e^FN4)~wHoZ>v!t>4CKp!jC`-aY2g@LLFqGM43>tL+}>*#_^l_^w7P8w!A;$x1Qf-G zaZAT?4FGYneMVmv@>%#dm;Qsw zg@0NQ^6`=}<>2NUf=y9=@=E}!dN7)}EATu__0>TeALXa2lcfOrpqYK`$dy~c?XKws zYddyk+honz8=S~(HAuc_QUI{H4mX@!uB?x6Jw#<1)TDL?Mo1RBoftJ_J~`570N@KV z^K2Zj6GmDZ;5uCseaR56-6cXhoSzP&HYF%gh!YdvCYpDZ8cqj~O|4K< z;vZjj^=;H&azvaA8=*kunL#e_^CGYRKEc9q-248yBf8IN{f|fg*76}*DxZCs3RvysVA8J@4|$q1TqY5D=}jxwMfQn0%bA*G&|Rwb$&66XDAcl$ zGmQ9Qv5m7UZV!Z7LG=yW3-$ov*jps+N}}&kb$j$c&4Nz~NCTUPeAPo^C!{ZNDu_PT zvnCpYr|G&(gG0TSSY+m}T%(F^TkB(o$>1FI&(ap@A}aVil63VPsX8|73@RvTm}&zZ zKYcM9#1DD`Sy7i(1N^!m%maAQx*Wm9XcXHIoH=%^xi0t8#>T76^BwQ`Ap)vXgh)R4 zk+0rCCumCXrG{;*3G;jKZCrJ7LXkE1V%;{|{_*-Ux9-RKxbzi{*dq`0?PV@IiM{!X z!}yqdcc=ysQmv=T z-`t7q^m{G)vtmzzA${8}Nc_A09*$4Dl%XkSFjN)eGIeMeVY3)PeKh-XgZVPq$&lNL z7>4jPk$NX?*XZXXA1)z1G6U&Krv{YE{!HEcKHq64XGf#eoD=iyr>}!YuMBF9w)A8L z%kD*(5T`_A{o$|rgJZYmGT>**TDFj>Mhs}8* zBuYT0Qso%1>f3zO9iR`HXp|PO2$Nk0ns0`jnxrGc;I{hc$b55!*oqg8$?Xqz_fJD| zP9+sh91lN-6>XJU*p{nn#GX=-6YGp83TTlVK6w>_Hyy5TDU#Nv z9%^OFEiQt7wy@cw#=6hGDhAssk1X<&^agp#Pc1s)iynQ-_B-fFO2b`<-4<Nk`gX1P)&AzpIWq$7y%=c|OW9je<7gY6SAYDL!H zHVS`3+vwQGKMe~D32=SJ*nsPG?`K)QpY)WuVTZ<4jalvI>cAm0l6PeHXW8DZvWrRY zv+Q2g#l+l$#903wJJ__pRE{lYI&8mH!Dr;op`6a%%4o`@-FMXH5qfJb_A98fvtXJ1 z-B<;*=nb_UoPhX}%#R?tx4UE3MQpk$u=L7eh& zEBu`b+~W{^Tz?e(GbqnXe|3qHmC@(%im%e!(N#xZ<#DpP$%75xTGrp@3ZI`o!iBJ( zT8KRs^{@~M*e)tu0NKm5@T-ZfbU$zsT%W|+U$|qgWdeA9$2AQft2_;GVa=iqS~ebKp!51Q3`ZvAY2tAJX_gFz7y;@K{d#BZLKlFBQ1Qic)dekH}S?%(#y|x z_q|_9>yR=+0=K#8^eL^MzWrhGIH*d(3Y$WoRjbz94@A9cuLYWe26gq#_vYqI>_a@* zTiA0uH=NIfH$L-oHE-O%kua@2DC~47m^W{hYv244&weRz>&ddM`DOh`L|3c}^@gBr z;NwiKiA6R6YGk>_M2gRTgpAtyR>UyZ4QnZDK4eszC`=%EPY$+Rl>G^2cOjaPDjY|M zm+E5)R!$9+<_Ih?78_Y#t6hd4zv8>iBKNlFv#h~P)tZa5wCWb=T^HNwL};6UK#hIu zlh#IH%PmqulcT^=fUS9jn$|pmFBI0!&-gsomyKc;zYD9HPDI;#Onl$#9YF~EK23s# zSX&BV_FGk@$QjFI;Otx3ud=P6kG={cm%Mcb1@obHFP%9rNS877qX&fJ~4OOXZ#rwM)*x0 z>+c2*Fm=aTZ&YkQ$Y+msq}Cm0G_Htr8(r$t?i1c|vcm4rXX%A&Bn7BSi!kuv%h%(a zwx#a(_3X=ilLThE2WgW%n2`=sE~v)bbuK2 zoeJECY?SjOQuh(7KaKKRBMuJN)LONMvyYgC@%E|#m4W$(D87B&GQs4ff{MkD(-^-k z>(He=RGR*T%m!;kAL9jJ!>; zqc@euo$brxly~vl&ruRm%wX7)BFwtvjc|}tjO@~Cc0JvEx*P~N;5O|Td#Evk+hWIz zI9XoRU-lc^?3l+qyq4`q)vvU?!JdRW)C&fI6G2!i9Dk^NUfj!ekoW~}zq*|jI_o8+ zv&LP-V!S8UkH*#1rv-?^QyjP8@X-VQYAV)5$%JlK& z&~%!fO^s{u%l&WF0XrEdcu*gudv86+Yx^OY4|}rmWI5z1>-lWk>z+V;0k6)K>a~9H zMaFiD!;tctv~@x&Z-Shrp^zX2`*r#$?I?eW)yuGvyq=9e9wC%_2OV8#~r(AWxRo7kWrHL5Fotru(?T|uu{(@zK+}W>7yHYU?d`RAW_M3N+>duhm zdjbJIOMaWPE)x$X&7a-mJfegZA;s!hb<6De*6e6gXqpqzDvi3h#YBvuA@tSl+GA>l z!$8Y5{w;y@Y+*(lGuOSfLj{cQ;>3YkS+?K3%sHh=Y}#11;q^#qbSrIp(b28^_WIhn zIyx=S6#u)$_Q<6R+I^6*6shvOTJESJ_6Vir!Y58i{^2lD;q?@4gw?oVnA!^%Rn&|J z{3PE@2iG}+j!&06&7W{Or5eK-&?4eJq62%;(?v3oCA^tPtiowtdZN$s{N*~Y1I@ML zh@73#lTJYtRc!ZKf4|5YjD839$>BG7pL+jBV-vC$cfqpoP;Dw=s*2!<+40iI%wd1|0sRt5V*FwgUY2HYVg;;7O289%3)V2^-^B3^%(^{@l^ja)GrQQ*%?5a$j z7!YE&ZV!XjJHTBxA>JmD>yD0(x6GYK`r0hO8NHC}H0iHLZwHy3tb^iLqXg}OLw4Uh zO|fP=rlZc!XFKmXMHj8etVR+qR}iuhcaHqqcI5V0+H))NN`{KPl=V|?A`TeHxv7mB&xqeSngBh zC|vTpFKHF1APa?nsg2oBS{Z*(TKMh}!ohjQmcJ|<#`Ow|rn|#dY^f#}Y%eK198>&A zrvHf(5$*WCX4!UHQ)YkKORA(>1xiyYmZLCu^|$(;qR&icw^El|EDU9H%$~x2NP2Fl zv)Ko?lf@^e&Agle{ca=0kO|RMF3nYR`|ePmewdn^0Ce03Px$scj5VBY@0gXxjA%19eNR393%Ezzt+BUGpSu8sOG7CXxP#@`AGH(erAA$$rumD# z^`H5VO1B%+j2;Oi<0Js*)t<@lpiLR@C~3xmbabnd7am z+sykB$>yrECF#H;xmUElz1MtK!pLLt48JyrIcs z)OuUDtx!q6>_ej7r)n;Hd@?A%XiR2$dmu{={x(5-PALh*oZOJPbC57h!z|8JPaW#qPA48m}S4mdG$#IpXo$g#zy@^dWkQXQR0k27P^U9id-w|y!ZC!#h z??!#dnDDq2cKgX=W^sJ${dq0Hff3%FuiLXe8cA$dDy_W_NO_sx%ZcfIg z*^G4vSCP%7u0$OW6~5@`S0y3Qel-u;vEP%wc0cobiYC#vG5|{6^sjsa<;NfR>7Y#8t zAZ|n9)1B10upK|?NOGVakUI-*&ZtP}ysb`RB=D~GM6lBO5J=$$Ej5Q2g!r5TH>o&D z?rCG7_`RLc;5&oT%<}8 zC`g?Js(hlu>16Q-t7)*=`@X{K9gJ_8NS=XNAsY&=`9wR~{!lh!>ZPwmU11z2R?$+O z`nrb{4AiAW3V5K`XK2J!iWC+YC==n)DY?f2$ZoR_clQsK(d(@c*FP)_c2-y|l=U>t zJs1I%%?e|>|4zF?sP@c91!5C>m7p705sQ}pK#bG^`0e6)($yGYjj5DWuWL;jD_arY ztj?`{Va6$rg_7ch5eqX9@?=wuo5wcIUaf?o$J3IZu6~9HpOf!3Vc0UDw^1tjvRo~h zLe6p3AqhRII#HT23MGel*M3et5y;fV`B4-uSL7U(sy4^CsOWARvaZ>^NDHfnbXAP) z6~Gbi4!UK?k>8o*K1rkCqAHSV8inMf2haL|*Y(6@#=F~r8ZM}UsgMTOzvK0AoMw!z zcmg4X6&<@FD)`07TpO!peZ6aZp}<6kc!RbFVyznU>bY0d{j$qTvU(DU;rd~O{vMRM z_i*|oinZ^w(Q5DSc%{h@TMkO{M@G=ST#kZ@d$SB}-mY!eT%Yx7!eJ;}RJ@Oxp$nYH z4vaQ;i$^-ccDZ~>8bh&ycuwy=MGBg8}CN7;mWIJb|)B^>)7SmS)r0^Wq+ zvqXQpeeAT)&h^SqvFq1TP6)`QsYfR+0bIHV_A4)`kO=L$kalwyRfCznN7iiNFO@pt zr21RFXofse6D7=5%_f-^;Yz9Y8LhPYlIXMYZrd(Al$cPLzV&dUw|z<%aViwCzeI2T zUVQwwL^S4kRu@?`y(cw_Tc2x`%i?;KbBB1@Wr@c27>=iRUUPo6{Lu06V#uhb*+~c^ zQov9zd`vO#QbME)vO6$G_YbYk*&VYAbv)Q2u5m>tyc=w_v3xA1=VN^XjAwEG1{22 z@`moa7~y(HqFeL!rC~Bbg4kPX`t4>r4%E;k#a`0oAVBm+)6g-x_Gt(0hg}-L9Zj2O zyO?<(`mQ6@A4A?B?@>@4L{r;1m)0qBqpUsUdo37}0z-VR?9BgeT)T4iY#o;hEsFJ_ zr_0W6D#o|4>p_+yrfR;IF3!$Daw6{k^kv1Tv1|3We0mY|1PQsDx%hKyx@PA1b@7_HKuV&I z4W;#R;ZCW24l%_nE&%S!`?XH$Fc)ZgV*xrucTVX=Tk*usgoHIde@Zml9xkDm+!jxe z3M5{l z`QdoJdyi++8!CC|*;?MUXr92$LN7FW?|W@{?iE;@=`FTpw@JTh_T)wGQ-fOlk0LNm zI0y;HDyROhmu?SO9&FjmhEkLKs)48KDUNFs!%sl{Yz|m9xKOwKl|+6emx=6~90WJ$ zbDf1{`#y95jQx>a!GaEsLzD6y3+V)qj~}SBf=h1AptDnI$51*sgaFr6<7W5nr=ygL ztIC2pvaswt_@qb(;#6q6+?|RRgI#^f`A)HdES4kGzL$ad#D#(fT{=)ANE!UswS=3Z z$&YXcua_U=H^qHtOr*eoCp-f+>DnOB>~5VghYWpF{4h$&cCCh}4+=V5O`k1_nr<&W z&q}uAaksrb1E-o!^uiL5a^bhHC!9!Kyqiur=y1NLeK49;1@37UU8E!S?16N7 zK~FTUI6O>>ft>aiSD9YLT@yOznq{B5$U6MS_H+=ebI8~FSXgF%+)K)Ot){|;SKQ25 zF&fk9^8NeWmd2Mh!d*jzs4#XPb;%RK(l+<9un3FB*26SY!u6q^Q*I$OwpS~;S?_Oe zUpMliDJIHM!W~yY!8h@}z5CD295D1#kwLUL6pS_7Xkexj`b3Em3~Bw9B4CR5F9W#B zl42jJXSTnF3w70g3`o4h5H?E>arGEI=Jt4K*Rk=$lAq>s)F)5EF zHg|w}ywJfVNN@5S;ch%dcoiOr^exlqh9iKsD*6lv3D@507$&_?z5*uyY&6frZ13Qelp>T()GaSF3y*@Slw5z)DRbkwQzvo1@QIr0ze9>Y zCDq4<1%y-?eBZn-D=ay?hgk;!*Lopk-Nd9-uDl)*R7kikz9?3Nw@5-ieW1m6^!3HZ z9D>e{AsHgqqm>X8>LGar{g6Vhns zZ6Z6nWmRnd$9NqB_XNiD`)45sgs0D;!fVaz4dV}Np~-X9KB{Ws*?oU@?b@GDEM;t@ zrMKrEL?R(kUA#3ETM#82rdncf*LqvckZG~DLB!e0j8Xf_V)1m|nRZ*m zJ2B^-mIdE$C&6!_trU?_bskg2mh&S9rkxsaoC`lK(e_VSCmlJ)U?wOH6`e&DvZfO!^!!;{*Wd1G%+d zDLIIeUrTP(&MoxJbSwgQP^mA4EHz71Fee6i0-{AG0xh7;zPN9HDM!l8py;;4&xi6d z6&~Lg!lxLs?O(uHza<=|y%s`-_E69Q` zCbd>QVid(DVT0X+-jibvgle<@d=rd{3v(QlfDo#l4vJy}U^(F)Sv~U6XSC7m`bjv= zqgnR<44p9qZsiaaq%K?XdC?~$%-r0nS7SS%EvQ!Qj?wu8o_c&fx|t6^ZALDH&{kNs zZ{J>`mr<%MN>pq=O8o_fR*&^av_O_Vzda!{yS-rJqVA5`i!<^lSJduv#9S-sbJjDf zCV*>{Xc3xI>xz8##=R$NQo)q8z3w>kP|vHEG02Lb_Qkg2rtWBK;;obQAGZ!h#u~e* zDKpetm3!#DEeO}TjL_V2o~AZxDVhdIYu)m#On_?;RdaXpGC{Np@JI37e+&x%D&o-+ zA5N^ujgL!^cC`rS%Rll(-kZ=cG#gt9&3edF^GeR21#o0`tx>BV-wBlv1< z$s{`zcZ^;rZ;`H|w(aTwlFlDw2dAWWBgnZhJD-X$HA2X_qQ$k51B<=Djp=e*WG8jT zkx6V{uX}FR(YL9J#4s0+ZnGc-ht)@a?oU)s$4;qCt){{-F5T4J-X>4hxB3`GU9oH7 zyd` zrMQo}Fb1yn>jq=C!u!!rXDvkmxXYpB+GgWP*_Wha5e-pI5FjABKtutpLNdSB4Dy#q z@FcOQd4LG33ocD4gnWOY{PZPV#z>%0jtq)mg<;Tm6t#P>pLhCbJcC?J*yG0zN2sVk zTavz+Bt`v~EEI>B8}z#ME3wS|KqdZvY5|N)oTyhKmQxQ=yHxY{)j(&I4)S8d~I(^Rkk7yc7X&st#D_8bGx0L%c z=s@)tgz?&wUJSy#)uQ(Zbpn~l4Yjs2*Cm_@s7mgHRM&dHptdE<&FU9TBfH8_X$aAR zWewK8cVlc=wv?_K#&uUebw?FlFwP62y^xJ z#JMH>N%{}4B@^0nMaaP&bm~)GQj@($uTSt(4;sL^tTs&6RYTi&sfyNJJ+6gCn$Di~ z#8pK4n;C?hHj?8>ecZU|;i#S`GEKk;*W)#x7)t-rtS*ag38 zYy}hQ!%k7Yi}*P9hW5CLca6hTis6Y=!TtrOMg2|7OV+(f&$FO`!uY86Dc9gCWei_+ zNlDhVFj;k<0-9(UjJI3r!Izd$IzW+`w=@X4O80>55s(0mbSX-c%tjq5h=G83U!d2NaL(wtpHXvqjy3#XKq8 z6Av%kqrUrs@Pkq%_NyG=6$RSMHr;mNx!<4i6wnMNzj&qo`0<7G+FdIUI3xV~RsE{% zzqFF2b5JlXm6Bc@@2hfGkTalf1WBmzT)&jYV8-thsrCF_Kf_Eu&ulAm`+&Es>{es*WoViY z;R;29oPK;St?{OWG&l3ZH;>do+#n;2?e+w1euRIXlq{H;laAsl2#S~cGF>p@^IXMD z5sQ&pb>xbk@K2s|&FI(JZZwQ|?W~R~`5O~B*u@-t)QAM?IA` zMzfxZP0gh&W4!W{v)MIY;MHBIp$nP6cXknqn-{$&QZzCA{!1i?iQ~W2+;rA}TWGac zui4HQ`zm66v;Ej!;D#srxOql)K{?34K&h6|F177F%S4-z?DHEWVcQaViOHb8NwObb z|Gg=g&-!3;&q(UY8fa#?LR3ss%%K>#D8x+xv8wi`rDK~DXaE?mGm@+3%t8tQYN{=k0RFg}J6FTo1E}3wLHdW&<)fGnb zKo2{6?JY`{jo6Zk;8#y2(??Ba?Iq`&2j zM{B&@Z7_A|a%q9f!PdWgR}*ZV$OO{ucgcN1NxxsQDY%!#U^e*RW+t>zSZ0_#ft7?p zNa#^K*|*S)0n>^Ya~@^IkfFN`Cet67zJZEfFA~ACKH&$`p1P7(@un|s{@9uV?%ndG z@-N_uTT%ebJ{H*G8nKQg&20u}B3z1lD#S^wv#uFOJa@XDWbT5Q3@w~WSmRJF@02Z6Igi6`v$!SS@;w+ko%uMDGka=u*}I-}ZQhklJF&cAJE|uWAcyS!b;?C80n)K~ z&MUkHAg{WI%l*zEBe2}Y{#&Czqb+OrfzuvAzupgW8tX`{OiNh%-hC{Ct=xs^t}gYwWZfr zEf=|8)WU`(a$^9R{b4U*zDHLjz=07;Fii4y zVZma8;M?~xvCMr39~EJR2c@4EbT-S1kY7~Wot#EZ=F607>>@9H&V`)eDRRy&xNDR5 zviIQw+F7JqNl#qyxaTk^(>Hhazf1cdIVh8@?N+nff!yEVwOmxH$E~C%F9_OeYDd#v zknHr47Kmn(C3|@LlLVf1_UVK9neG-yUUERij`y!dZHk!>@`0Dy5{gl`fSB!X{E@~D zHJwetyxaL%>nPf<iD(PxK$bunaYQJG*%hm(0WVlf}8M z#|^FQ!nVp@I8;-7sqBrOz6(;4M}6a>7`153cfYfcv33q$t9RN~1`~#eQh_4oif-s1 zallxxWD!CY{09@{_&!{vZM7P`sf7(WFX;ZT-8J0W?!a!L(ZjD~*Z11Juybv;1Ny;s z?+zG^&HZQF4b0zhyoagpgIPjnL&`Rv67#{^91lAtN%W%bE54jijNYOr1_BSVZC+|# zsb8i$uK8D6Bxs6AMU7=OtX&AtmHa?{<$zXgsT)n#1{1T0BC#lI6J@_ALO31V2#-Dn zjtc?rQHsr)$edA~*S76-pEdC^hSe9FUhf{kpCtL~CH~Sx*7s|@GcEL=8uAb=!0T=i z@hqePj{WIR@oa5yHQ|pNa)0t3wg^)}{BW*G=7m^8{eWN3ApzgBCr!-{Z1oPC?`0`l z;(Uts&Ow>HqhZij%Ew@<@|Myx7as}apK5O#PI`q`@_N#Zo2P`mw_+DLQ%8~llup>M zSi6FBB}l-VCCc(wv&OoiN>ky8vCjN6fML~K2?8XYuYkx_^an8=9l{{9Fnc`$V$N%X z$b~y=b&7@KUkWr+`@wio(r~n#8zj33|A{>uw(JPqXm(ls$6ohF?RN7%fMs@-;rzz& zfu>uV5?W}>lRHLE#oSq-ZfGr?76#R|KD~!~x}mi7`9~P;fSr$mby1K*=64t2GY08W zFwT!eP?ynkzRXEzDb*qod5u$D!n!wFeKhKU&W&Zfl;JIyvg5AJW*=(}BCI35y$vor z)3#qH_!-~iY8_zFDQE;D?ZY_)P+5Y(oU?1s6h=*OEaDG_z$0dB&%X}xQ;{8=3 zAvR_nv^_F4IEJ%Z6ZbP>yw>1*W`ES5+;;5gKIo?Q?yl_?ZVCkNpwfrv*JEVSiv=CXvUvca>38}KVy+1qVje^? zqfw{!^4mD;py5yVAZ}JWYJylsHPQ7rOPMOc>|N#2g_G$5+%1T!ajnXYP+@d7?l_s$ z>|xN|i$q20e8+*~&E<&RX|I4k<4izv0np$o_p26VNMNm{g5B)tnhSalCPZ;BlPXiq z(=e#)Gv|h~lF5}(KdqrPWAQ^}0@JU)6muDo_K7#AY7G!yF<<5BQ8WmN?(!{A=w?$7 z=)Aun%@(GiDhC(-)<-k5ACb}W1PBiyifiWszXI22K*Nj8_{mrM&xm@3(gdm))b^T8 zH;8QfWYmP$ft;QB(D>Q@xvToyqI*VUH|W#&*Y)$E1+}CQe9lqL79slnl&Se?V9KKY zx*>z>lH8GO2X*1#$!5g(Z@D_wI*OXbn*R#1dTW{kf!g*fFmkj>ZK&~W*-^&`$3y7DDjQU>$PgQ>-VH(g{l4FQ z`4crh7{`Y4H;{362X^%t#}{PO*xnT8FCQQf_$Y1yEq`+Ipa!#%F<)lvIsCxbDVnU% zM{2lYU3k?Fd$^V6G*jJv)rsaO6mTKcTJvM?6v>oCX8_*?9jEq>_z94^miJ^+9+cxj z?<24~>v`spz|Wu>GOyzH+{(dS?dgiUGWWIT$P<)tPOEJzUYm2cgp)iFTU5d|FB7cbpKiI zayj##`W<2}GaV}u4{+OEDeevAx|TLn23_54A{HXdFUo<9lzJuUvATOy?MhDa?AiIh z8oGN(vNWKCRCP;xI@N`f1RNCFj$9dnVC6I7ty6#&{0N{ReCTo1H)Hs<$>+(ye^pT-U?6osi1I+#v9Nq4255GA}*pAF1a4e0NqlcL_T4dNWm*-~Fgvsb)f zmBRtKl7mOY_6R|W@S&JZ)j*6eO+YB9G=*foJ*~hGS8?U^&fZfY#5q!P2Zf)#_{y4( zMy*I*M^>xXR5;QJv13Hk_fw3B5jg`LIB=Ry^`9#7NT?03ZwDyu;3?dI!PHO7M$`h7 z5FUX{B0y-^dBpryW^}uAp6J=y+Fh)IDA}WVl_z%g(-Q|J+K~OINWbOU!NU!{% z?ajjdaTH_!0%D*Nz>&#WpxVlocw9B%ArNZ5q;V}vBN>PW2_yTD=aJCqxH}tJ8aknz z2HX}wf0YfuBMk%_n$EB6o2f`2Q6Y4uB2R^^e(!9jSgopiWJnSFIQaX$a6}+XW1%n> zFr-?qWC@#SqZsKT_QdLB^U$cGeT?JpV;s2oLbNMN5}EgAqxnv&1T&XwEM&2OmBU7> z%!{F~{_MK+Y<@jyExL+2Lj5lh+T9gQcr~g{1dAwMs?m&m&4*G%+YibaxiL~h124+^ zH57r17s0>AQ+VX@QAXzEHG{1H#%FJu*wy)kv&(V=1bYc2w6N41x01%7X`o#$!o?92 zQheb%i8|Bk*zQmg4W;L1qqn5~T&3m-?6Y1)hVO^Dz3U<(VAbTY*$fNouVwkUSykHZDswZ#s#tihTRw zO6PY{)fxBH>OH8_x+vDui4iEqQ6oe&;xN`W)(?G_W?`M0i0vw#!T25Q`GpHhH;>c@ z;b3h`ZFrkQ)&!Aum-#NXqaR=%%en4Nb>pLmnI)dE+nj$x0{dZ9LGR8UJTNIU{j?}5 z*xjKoGI8w=#e&iD`GD9qcspgo?L`6~@&hA#$(?THkEd-w{KPm5wVu^=(Nbzi|Bl68 zxKCGi9WSitDD211FY^|gOUqdP#T9$=_-hwOZQ2v#&VZ5$qL-{qb121g>F)W_#P>~~ z%m1iAI)#-vd3f5s&V}TQ-weueEj3-0%a={;p%Wp-UzJxx-uObeNl@0t(wXY_-kVw9 z3yHQt8>QZ5V_Gz1ePO9n`VhJM7q!61%Qda6X1nnKe7tIguaZcy@gaTIVRFsEk{eN7GP}x6wWhRf~W^sz$MO!wO zSx^QIa)x`JqS$t#BSfx?<2yG)_}3?V?GxCvIkwZo-U-B4tf=*N;pbhs{Ij zS(&SUvJ2ZtPb~9dLE)46TW6kj1#633HvVX5ufGeBgd`%kU9@#G4hqEwWLd&T%4=Ng z&*F$McjoV*USSlY)S3DgF(*wPiFbPOcS!QDr6MZ6T)`rca!K}+Kuab&f4p3G?wM+P zM!F_Y5lM>C5vyYq4qB7(#lZ z7VBAY?Qt=1iO<^*WLFWNYh7mB-rhuQp<%dv44UuQ;R`CpF%N~@{_6J9Y`VmMF$SBo z8K)=RtA?h43zeUQL#rKRzYYctATnTX`{|~H7YO_vNBdURPAu?xTEYZeY*fo^{~?~A zWthIdw~V@>UFJnsp|sSR(b+8qEqQ-K*wJ#e+eW7QPd;x5Eggec zBhw!xjRYB`aYK-KTx#`-xb866^7u0iFf30{S=#3)e-Wha3 zpv;wp89roThHu_0j|~{iY>Q5LX~wIl&d*r8DbV;M*l_7p)%|mGxe_~H1Q}ct@KHU? z0j!D8NUssd*{RD#E^E}%Ku`iQN5|-0R$+ZaZlxmfQhrl7_)ijjj#TE`yLE<3gHI&7?4Y{fQ4QQotk75Fz1^t zz=}d#7K;U2H_{H+{z~BiQXup1%?mPrD{UJt645lpv01(fWR^a%Vm@qf*q#q>@gm^y zfJ&0T?3X=j;WYz+aekQ$-eak`X9;*<7PBntLS0aLy9Rx&`k7?(9<^Ko|8WkgCRaim z+nMW*oxEpzS~5oLQGRGQOVJg_VJ2EUq!6R80q`N^xxse2% zGObLG)LTbvIxt9_(4HGKMS9@+eGon+a%0i?(5n-B9`YkrsUN`3MZkxQGwk)`-ASb9 z+O;XzLF2#P**9J8)|qIWe3=q^V9IkI?vlz19x-)5bqS$45{YIrtumPiamD-IplbcR z*NT80t@vHj_{LDE6%_Fy>dJ1_YF}b!-wth;kF=SC{1^cO= z>_>+Yd>OZYe-7x_Q%cT(T&nYA;2DWgztWV5x--Q|#)^Uo?*l2-8Eeco3zN-0ozG{7 zW+i9mwMA+E_obYacK{yMf3!U|r_%R&Z7gG_l8pP8{&c9Bm%}e;T{m8uOO=AR23kea zDl7l{b}>qxpvf;h8R(L2kyE}-Oe?qk8LxdL>w@t<1a#F0MSYIT@n)YdBV3J%^WYe9 zaWSrVQ7=)N3IQeLjq1meg-^eHb9X2>t*VQZibO8AV&27`=Vqn;2sJR;pe-wEDeJU9 z9VVNC=Qo*U&K(awa!VUJ2{^c>h|^5Ge7eJ*&CoS87=A)`trQEPqA^#;wI6FI`aiGs z!j*pr8WGe9q!BXRBqfcZDK)@X5^E)-_+DT1kH5>QEn@X5;a1*EJl{E~fM5N{DUo*D z=U`}SOWwT6Nw)5Kc!$Dp%qsfdZfc@pBy|U+c*7SHv5j>uUZPtC<|kALkkf*=uqqY- z6(TowLY9vXPzSR_E$tdB^KGrrryc{-ssW&Yl2Oz8P}5PF&|Ewguf1XeRLz}!)B_;f zCsNqh8TnUUDjJjGN`B}+5@ukYc7;<}!! zj%%RAOo@SU3SUtbDI*M?aYboZo`?M^(D4;dAKS6PbVh68=7bSnv**nno2@sFA&y|+ z#W$-hvYKA=eLhcs9LRQ5R3UGNbrb}5N$g7&DV@h!!Ru}a#L>^F5L|$=xCdv@28+NR zA)N29BVw(1VmsKRq5emicItQ1q)iz+F{VA`Cp#d>8ejNAhSwf7c4fy7>>xQmhwY^EH%U^B5}B422ZajYM{vN0Cusyy_Z zJ(>Em80C=14vb5fYib7F5&fGYIY`KRzNZ30_F~ z5YF#*eMiM^C$iu_d?MIIz%A*uRbluqz7uyvn-T4+a|jTfA=!}=SkrxWjwiz+7)H#i zY|`@wU#Z_HX=%{7>;5Mz;h{O(9+@Kl`+>2SGcHMv99NB>I!(RB zWRr7Kxf}hwVFo`|lqyJa=NMO?POTz;A!9HWh^t0b5|pozTvD=2iT(HQ);vzd+zyNa zQz~&dPt@qz|H~Kr*FO&6BMwA;3y2T>*Ix;h@=ln6ubR1Z8T11`90ftLKIv!wVVjd4 z5ByTbWiCEw{vX{w2&tJ(z8}!>{2#qOFuh5Eag#2_0=+rb`h9O)Rjol1hY`hzxfT?r z=`dPzN3W44?7|yNE2g^c((F!a7FT(zDO>s{r~*N={CqcKdb1JTSU|EBLIP7 zRkG8p%M1uNo&hn_UsZx2djSy;U!>tWpm zf?!)UcD<_y4N;(t_;k6c+O!GzEzd8vU3@Jgxksaf z?hD%n!K>Er=c~3RX&#kzK(Xt4)e-q0&)(lS)=1haIOu*shP<>A70?oY-9w@QI0Lel zp4U+?SNsD+QsCcieRXz#E=14vTRsQusb{j|wUdxZk~{>pAS|E?h{TMgo`YqnbhKYv zjTru$@?SOlkgfgk_|lw{GFaX53+UP)ZQ<)L54G{ zmptErD7fdbXPG$T5rHD;&s#x!d7+i%=QPh+UJ&&*vP`crfdwX%PxRV{yWr`+SUm`#`w=IMy#{KIPKG}w@oyC^6_er z-%svk()&;VLA-p#o8lA=Mlw><+w7R()p_$`pp?5CMDkfCJacDo;B zXU#~{;6)sE73g{!&M@#8WFvU!x8GKuU?P8+(681f+VE1PM z&bkY(nVqT0?@;C64iGayOuU^Vo4Ckpb9Gbv9sR9Eeu;Rtb3gAMUlkPn+u{q8({`LN z5?aW0YIjO8R)Wq4|1 z1v2?c+Z!s(Y?ub*var;=-lZ?cQzJeoth4f*0^j zC)JzVA_EH6&ze$aX}9NTqaJn1AWVnT)6zzoXKIDw7FACIPIUvqK6go7mLsvk2V0!M z1u3x~0R>97r$4?p17rx2Dn5p?CNE}{KV}g+Lx4+fG-+X*?Z}f+# zt7d5SL6YFt%Scp7RNxn=wREj6n3ZS~d1}}x^5Uw5_jXzPZ0fG{PpNAT>tnViA$cM~ z*c_C*ZSDRK^SWh>=ii;q-V>l0d`XJHQZtMcWA)AkIdlBOd8a*W{nd4QjZ-PMEy$3i z$Fpp|)duj*r@`4EjlQD_nF{cN?>r4DC`kN6avE9D6u>!PLq81^w7+^wnt%t3W%k#Z z!3^lJp0aQ6{VZ^tyItMW1fm)G{7@vgowtzA#XGiu68# zWeuo8$I*oDx4^9VIox7}c9I}^lZhHGWFNBH1|5uy4ZnsG2k11!p}P@SyhZ%BXW?1R zGPcuR!zsK=N%pqp2cBm2Y18esIzhP`8<1XRP!Z34wC|$Z1@Wn;1*}b0KtMrUS@FL4}wG3Cv}3TL7?aRIs%LdqZmwn__bgju+KSaoYj>Sqd^@2O|9r zE*~q)$#`URN&?e!ac9hL-+=XX9Y}Aed(tDWwZA55xV@HWlFHz^4N7i;Y!F=Xf#>{ce-jSRjX5z zp2SBySeM*-teI1kXF=Su@_q;P31}ZYLt?;Z%YwBPsRsx|X-US-!&0 z@xtG1;G7?!dB|(q+Cmiy+Pv=NJEX}IVdS;p1E$ACnM%Mr<=|$y&+eb2ZaqmqGaB@; zm}dR*Fy@A*viM*SLdHC@>$9m74h_enM1!+fi((NG`=*z$85VqkSKov#&<=eS3_};P z{#o^G6jDnoE@n!aB8P>&r|8*W1LC5aIHxWIAxrj4JY>=wkZpi4^EYh<_{=Lx;KC+- zc7Kko{m^rXXwKAV`Q~!Z2{=*ORt|>5RRPq#o5Z&HPU3yO+i_L6C`X16PR_!II6}nu z`<)4nq%v$RTrf&q%vzynRc+_?>5H*B;3s4aUXVUSbOFHhs@A!^7`s{8CJi$-=H}$G z(d|E|fT3hQNA}Gj>|~eY?b5#VgmnY1K{=~=s{owtV;98fQ_-|qc?JL+xKPUvzxxY5)TS3A zh`-Y(jNf7+`pWYkkF*re2WEI>F(g!t^96)6AA(Y{qDoN1@E@)JA3O+OAVxt(l*m*2 z&KHaLO$kN;a*Mv`JRNUGr`ll3{sWR!r-$HOQf%LXe##5O2w57=t);Jl~-*MKDXfY@Kt5U{ub$%(+r zw1Xa-n4N+Q@zJ5g3xiWoJOyyH$X}xRh{CA!fdhK}_J@5EyYn`DM_O#o!W_1F&u5S*@Fm2H4aKFdy+k&h{K zUIT~s-r09@?xPT$E6O^F=7O2Q^~5aoTibTB`x$eNJNR6$7iBuh?DX?~nUskH-G+}o z=emkYwvPw&}0e~NFF2wMYc zK*v78q1g-6tBm6@#N}Kj(|acs_$v1x4<@mDgD)clpQfwBJMkC%1I#48eD~++mOwEc zh>@Mjd{a=`^>i0>+m#Yjg|O4368}f5!l9R@j}5mQyy7D25=Rc%ZfigMouA|@8gK$^ zq9So3`gwDUqkqq-WnvG4daYzDVyXmxM=mzYlS##QrkqFNhhmr^S$CdSIw|x5DdZNE zkVB8dE(F8;uIL6M+YfA>fV{(;mLnzLU5h~5usjMPJ1u?rn`#2O@Pnc}$3kF9yj0-W z$?_4BHqv|g`EAU(Gsd1USKPASUV9cKH9fsne?a6nK4=?M48p*LCrzcl=L1)&-FaUO zM_98eOYSk-Po3Cu^g12(rHp$RzL?42%8(#fGBuv*bG9E`iXuMfB{L`hA}Az1PxhPh zBa-c}1nj|aiIic!rk(lS=|;AIhSlLS1=P-^7-U^7ISmlfF<~$n0sf&UlP*}Kt@)Lc z=KemuJ&=w1G^=&i0p=2lA~?bEB5wY&1dl-QQbh)F{d*PAo2z7Eg$fn7aF*_v6K!9$ zp-J>kV0k%n_No@VH=eOIw4wPXRNm*lA){mNQkKQ5iO1h4G=+{JWlFXLQ-eR`_|8wX z4uh?7;6olxz1wzBOm6L648DQ-8pf(=*1ENI!E)l2u>N^aH2eK@xUGj#eOL&}wO7Kd z&J6Z0JL|e{sTp_R0UQftS3ebZOEyF?VHEdJeLSJaUd@HT9=*;cvg>t;0(()|VgQjf zt=)6y(Hq4{>TSZPkXK$5dY`KooV!6@U^kt1^!0d26QaU9ckZN~4~R(0m;K9roZBVl zH{h)+QRm+-{{A3*OJ5S))Gy0U<8Mx1Al)BoB5n#)GaK9Spv+b!$qS)u2)$F#%H`&X1Ka<=QlZDNvf9JfbfB{G?qu=ewMbxcpRx~zNVKp!B zhp_{lmqak-cq~^VUfC7fty2>j4zEEQ>M3yTA(vsz=jL<*hI9_53@zmO@AsFWh}dne z+YTJU0L+(a5GCLQHj_A-Wl>m@W3)F1S_k@qH0sA{hLBrf<@7{Y(NCCMpiw(rvRfTx zdWT&rMGo9PT#m-ahnOpvnRxPh<4Hx4k(cSd@L50HWhdqaYL^-Bh;D8(n-M+U1CYT> zlslHfa(PVy`$*qX%qm1RRU(Dnsz(AHUr5WQL|xuF{bt>V?GG1aYNV!(jI6|r@`9Ga zM!)97l4L@zx~w_9JxM-$>^L+IXsXw++)%czqRiqS$2PVNmKNXdyaBw4x6nhtw$LfZ zIq{f?D`aTzNK~@8BVk@Q(YAK3G2|+loTmTkOuws$R%_xf--AyO{h6oE`?O}>2c`1R z7Jvp-yWQ5?lKMFBzmrJZf#35jel*!}Hf5Y_HI3hN_Jd){vh~u(SM3G_joIFwh2JJ1 z*I9ukc^A+e%t-J%jwlO^$MKP$;Z7`Y+F;tVmw}FY(yCyLrwgAZKl zdJxQVY~47*NW?^8FIp8PNMc!-x*2YOP&;dz#U})U0TPG3E7ry(*qBi`fM4TxdAl`> zT9kwEba`Aovf(_9(NS*7`i@U0X<~ZES#N$`;T|xQZaL0wc*)ro!y8#DJaaC#IMamC z<|Y|8`Yk%x!hAhvWshb+F4}OZxUXSVSdlu@WXK6f$tw1P?LGZJW4ZpgfGC} z{P5t%tbp@;WAwpN2wl_5h0XtB7ymz%i5JA+*=;)@d^!eA51Qt=*`<6d{&SN?BXi^8 zC?CD1>2A33Y!c8UFrbhd^gD>RFoW)+V4Bnf66Mf{DTot=jBY>8a(`7!gRs|T^Egh^ zy3-H$V9(-#3|di#4#`StRG$QyN4bOh&ZI?A3JDIHJe*(r2+PR3*f?^b+7uq!M!tL@ zfBQ>btndD8-xz^8LL)_@^f5lR;|C%*ngHM!Wz|Q`fye>DuJAnqJr(!?d&aBVN2f+U zfJR{=aOHW;&v4G>&BA>tk)2~JUyugPeS}40bmv5m1%ItkPeaw`KFu{i&dh5nmO?b~ z-c$=!^S3GJFoCvlr?Z4YC|J#40Kvq6%Ss4xopvu%jzFX%@9Yb41O#-wvoyN7W3% z;0x&uyP9(sD%~W>D}on;;Tlbs*8y_Jj+1UTAf}-%7>CB#8bBuTvK?W3vB=f0dzsor zvL2xc@o-+(>21=U=52`n<0IH(<9U?4Eopivo6=3zUk|{R8Yq#>8dQqcr~XXt6m=Na zr#7Ih_8~sG0qFpBdjO%z&?a(PBct*F#*g>g(>9s7eeT$vff>05!+rj)x-?c^C)tym zZy27%%=o$2pUD!6GEjuZt&Zi8pWx% zQRtHDUo8dW1M}7GGyOT8I=dMsF3HnkAzkcm6JW;8P^c^EzvtcM=;Iq2_*%~V{B@Y> z&0n^%;!rYxB&osX7?>z$huSJZ$8iq@{be#|!4ET#G~lTG`K8tMsxdh6Ne}AQku;Fo z!^!4c{d85EVCa;nopTc=X*1F~H}{3^g%&k*I6?VPqa=>wdWpD}EU=xAuA8|N9$Yuq z$34Vl6A3G3o- z_npaL2FE4aL7k*VZajPk)1qid5BFKR%7hPZ|v$*Gda`G+j?(DB(GdT!4TD zT!xrE3rTIW?AU1#$+2NF_Jfp;zvb;Wj8&}jgU*k*6N1Mh$|u#MTL9bH<^)I7P$TXg zb2j>-`ceoX*fw!oN!W9$Um}@kU^3)xQEUw#ISdIBe)*U80Rb8*{uwIfsR5`?ncNX% zG&>yX1j34|p)=ODaeuH~@Ww81wGvER6W85MS26*Mpq1@|(}+)D_?V|%jC`I3yP{WDLrvC-^wZVux$t$!nwz$?Vqi?O@P8dD(uscZ}e+XP>5z84tqnN`l`Y;D|9HZgfyZ&xR;Nei@@^?;FTfl>D6J%q>Syg`vmA)dK{aKzp9 ztnj{aIi>I}c$M6a;E`E|CEYD#(MJ&^=dqK699C3#<-o?|cMXNlX0SjQmjh(5D>EP5 z=$htnVup<01d9G{jPlFej~@YBWV6WJXRcxBq71Ro*rH6!u%@bg)jv+Xm+^RrO?|(p z>BQ-Dxnb;8Sf1joX{(57LRRY|ljqoHS4aJ1k@wr|SGi1=_<;vTnF(ywj)AG2n98u< z*$yZm4EqPPLMj`0!UWUu*rvyecfo4IvZuU+axd-tfti0NKzHXc6B;2uI+LDbQ+Z=> zFL>(Y8bJeV?{`T1mpzgsXkh)-+Tbe~p8I!CL7>?XxDD=!C#ev)IYG^fD9a6ZV@J4H z?Vt*O2mOpqjt4xd$xGbYh}E+HbUE>UIfdbo^L3E9bXy<^W3E7HJ7y!TT;+z)5rOc%1W?bZQve^d2*5Tg(_^4H+75T^IQZtN zj+tsRAh04BD3&Pnb?6QfvBF6;)@70V3cde91jbEI4Dvls;Q!V0F@5kb!2r&(MpBe} z!*ieSJvsz@N$5zX1(FX!&6~QP<30nt&b5n;c|Ikj3)$DpAN{ z<4L@hz95^ouAff`s_+!}5$z~`I>#k+s;2#z>ZQL%^f9=?eRQ!0Rw2M4AKD!QFe zj;g1T1hxSI@n&IaVy9UP>!IPzxB9zxgeLBiJ0}?}3eAW>#g*{)c;3H6mHQA^ zx3@)~1td0yK4L2kbK)GD;BF`9TS7rwY%A}36as48ED6|KQTd@x)YF7!!Flp<<7)bK ztlrLTGg@EHbZ-GZNCZiDH&&IgyAb>KfP!CyHt!OO9b_R3m%DU?fI1s~PEyAe@0qoU z3clW2mIYSCluaJ}A$;sF8oP0$1MgZU@HNC}hq@3Lm5A?dptxXp@(SQJz3HC5n2fdU zKIm#-S2;Onw{>5JR;=pEHX{Ghh+|k{}eSapy6-x)73kMJf7{J~DhZns~x!Q$5_2;s|gU)dS(`+)a@^$0wthDI`T zPn2cT^Jfd1ZZ4?!e$|o@MPAd`Ci;1QtP?hC#6Ag_O>b4GDu%R}tJ9H{kC!ip`dQnS{-g z$jC@dNy!}Y4}uurjCXK`JWu5kB|ttk6&L9USfXShM(N05Yas+C(z?c6LATr=TmWqA z)Xh*9DsmRiSL#Bl&+Rx;9!TLFT-iw7llwU}$&BRFmB8(JzY}9u-U?~-OSrU_!_U`c z_VeSG@M}>`-Kw53fcwi*#rlV(N`D2`qTvTr*DE5=C{WBq}0319(5smra>Tdgipl@*p` z;9nrPO&t<*xMl46u=202VCX#ro;+uU7<*Attd2#dwsfhYXwHU&{fkaUA4FDm=C?|Z+J2YQY`{7}P@}f3zGq?b=YW&qm@Mv3cb zj7scWqQ5&)Koo~JEufi%wmfO497t^*lpy18`37zBp-fsV$BV%^L zRG``ppRB#_;n~8ZAnDu09N=R|l8jmFy?ywLB9K^L(4io*8BBNT2Br`4ULt({XfKU7 z9W5`A>skD=_<_vdEe}Byk{@t>xco#O!0`yC6DH=HJ_x|hO>}{?dGYY^9sE&WtzBrD z!n<88(v<#+hmd?95<|4dJ}YU(hKKznqUBUA_gH45jQ-()2x1%af2NM` z1xRs2XrnRlDDWj`=@m-E|Ih#P|23Xy-3H<9vD0A;4;BH#f5R48tRlq5miRX>03a|6 zd{43p^^D{TNjx?{glZY42(R8g|c-s z;5FI-OU$T7$^G9WI#DEnj;-zCa%bX;M<<}~dYk)VUI>X~xhEM7%59)#Ic1H{-Z#)CHm3Nw&PWX(>AZuD@Rwrj6} z8YcCbX^+zx-Z<5t7eiI#7vy>nVI=MWqJn-e$U0k~mP?9p5pjMZYFjMrUb11)bq!wE z#kMe_G0xgydBGV-ylXYHuIGW6H^TOFYhvYn@g->)38lN)XD{lTN0cktv%X?LmsNKdZ2?Vn9--eQ@#y;XSn zcvLNu7OPI}1FYo9XnM&=lIdWMXDjycQI&E=(34E2*B8;^xfPF}6!1$%JPi(N#iNW8 zH}y#uCM@~2=kbg8xzjG+sQ_C)Uw_KlZ2#%8D=V8x-^Uexlepxg#62hAjBfr4McA8M@X!Sjg942%I(ZgMdw=R5YXRkblS+ z4yy3T3iYC?xHnbMtI=({q#e6%pw7t#;{DWu*o?_ALXM{_ z;n;s3+q!6qo!iQ<3}TcKHT+(Llk!jZ1KU2y_aie`$i6%V@s)FL z0AAVn2yn1I*MY^z*U3*BW2!&<5dERNMvIe+A5&lQIT6kI`^?|ySkdwX&hvL-((miF zklpMf1)7M9`js9c@3SE3qobBMJoni;l(G3(HhRoqE##o2qNeA6pDg_G&r)!IX`av* zAR|cDF_!2sa(2>~Ysu9WL~*4`ww4F{esQonxy3b?h{lGa?2&lRv3v{eK0&X;cj^)Ul9 zs71ndMbDjy^G)2qi8c+a+}D5j!hr3=#fIzd%Vf(-5KlrDtewZ`nTym6^F7dwHe6~C zmzP%2xPxq}#Uwz-XHrvX(vz?NVp$Ew3N*Qx2-%r5023e>N*Kf^ORq@6OyG4YENYMA z$SqHgotL7QVitKj2f8tz%324m?zU`3O(z?fQ|pBm|5+;9z0>@oNTJU!Q>H=>3Opqh ze!%1hjOUIdomWQ(_EB$PIFsJiJQ2?xaa8uiawzl0H_< zY^!(+g{2dvFd)v2Lu;u9LYzap5XQx5)+MW&le6U5YfwE@sX-o@#Ae*}L zH~}gNI}Zk^<)>!u?8A*7ZnqgY3vcHDt5Dn}HUi@gx53pLK9fG;Kmt#og|j*WFvSVW;v_6UgLI1JyU9B3hCq zsqM!gk9YyjcPKfR0)`T~~UAPr7aucvOPDA=#6; zy>(vwFmw_g=Wu;8&$EnVW<6oGdL11Q6F^y{3MM1j@-!#dERC?t;ma-w3U^t|DkZD0 z%Ni2R?sNcU6);~1sy5-=0 zSS31E_~v?|{jOdE3Q{*e#)2(Px%FCK%Jm$%^Xsb1XQ$Z0TZg;qUD2j$FW+tf@U44h%B(C+qrhV40qQ>!|xI{@|3 z@A~}Z_%0IqJMcz0#q^0D05_&3#~BAzLAzG3lOpgK*T9g>be^;s9)Vtm4A+|`9z1!x zlYqRZFw*Krq+ex^+84x^s73dLc=<}b2@8Xgm=7#>>rJh}03MdN;Ep4Zz-+*IEv z=KMYvhoc~sX=CV}%c4>e`?+YIY8-Fr+)jolhhZ!|D7oh&ARM9RXBditG@Kd;X8v(` zYz_X(<;gXC!Z9^1?r~64C7c@`hg1QaeKfw(%SEe7%0pR$6M=B7Pw?yFm|{ct7Mz4v z{4PStn<(6KkCw^qYt+c(M~g^^jC}O!`t`i~isGjAWp*~J6Gm+%whMP7p;hUZ3~{(-$(F3B^(6LK!PCBm-A#7&(~J~IqO-xycA@%QuGh(nvo%X(Ah&vLY7bO;}if~=u)${cg~#YE}O}zqOGBLmWZLN zr?Ui0+Ru^&^Yqa9R3;xkO{Kuvwv!jS(#!l7AmLsYyTUi1%~z}&`es**pk?&zG2^W0 zVw+*QOVG0G3*F(E*Gf8ZH~vUMfs7^$#e? z7akdtskwu(Vz+MYx^T~pmK`~~ySDE-E}ZxaM%#%0+RkGNw^5#`7Dr9>dd)Vp8)xjI zR(64=Z2TtDO)K}d_J0s`-S!r5g5!^*3!b!@j2<=5QJ*x*+@4?hHHFmRA4RJ2Ys!2? zat?dM)+WKM>j6mU_E{3)#uZXadS<+N z@mqS49ogw(9V}BJ1Z?z5@+-<$9-uH^8t$puK|EFSD4jzgt%j9Nb_lFYyAZ`RH*2KacEfKtz5A zV@V`7_R&AvU(ilC0s@3Hsc6v8FdhsjW{IB{w-5)8Q%G@}F49n6EX}$}LR9r@KRgG0 zSbmQMv}@cO#za<9HC=eD7Nz#2CwYx0`UIFWW!Hfw)Z>d0eX?EEcXZxykdT+4S*#wg3}KA758? z9HgP}fil+93P4LKTlR=|5(r%*({mE}#z8@(=b!K!oUX6Z1ra5swO~qHaT&{Oq04%T)tX#P8E0a;9B#{$RS1-ZktRi6cl;@AqwB zdwaW__26>;!|9XyrnLh*Woh>sBb(qO-LOEa(-iwXerNPnZj5@WfQ3>QfrF2W{CG^I zfG|{MPRMXh4i7);IU`DLa>J@(1AdD~b_wdE2m0+6bbne(h*6L)=qmP!qLc$#ax^~y zPG*K_L^;qUUEbQ72&XXf8DG)VxTxsqbE5*g&WFMiSmLTGq<8Aa0V%HO0D+h~kcCfx z^?5%=5z=qQE$|8=#O+wts@?tAY075f$xef{O*OD zEb~J=UD8LAkhY=a&1;<|z?~xsx}O_ir<#kOnm;C@6bRaJ!Y4EbA&#S__lguVxU)W* z(;q*52bx0hrSM{1$RO_(qrTcM(JDXdKX+@7425+Nm0}mC(2#Xf1J4u4`VOy z=o_M}eF)6>=8MGZw-T#1dXRWrEj^iMmm*s<+s4r_4rXgg4E0g^RDUQbPd$^1H%C&2 zZzkzI&CTE)1XR!Z;U8!ia?S=Vn96>cLPMBJ^9OLJHcGx>Q)R-h+_} zk6XxbF4Sl9Wj51a^3^LnYawyl6A$u>xTh$a9Uw8QWV}Q>9bPpdEeoCqZSX|6ew(9P z)f;jBQN6MktB`MWS;}C+FHn|>1B4%(23z+{WE$(hqTJUm7h*@AwNan*X% zB<4ERBJCUBT3fH`zDqh`l~5J}vcRRbu#narSaGzUZ|H&oyQDhQrIKQ(V~EA5x1+3d z{7EX2Zi@Jrm|^l!uAUp`gkkg-PDDP~3(L%bI8Lk*EF8)U|J$OhctZH?Qqya#o-L^~r-T z3H8@=x7Rwi_2lf=fQ7L^qcR+4b58##jc`o7#3=rly)f*d{y(Do^=p`LB0ao4o_ds- zxBdLP;Ik$9XmMhmX)rMlDbib0wPcpB0FgoF1N~Nne^Q zBy4~yabDdL%HAVPpy?X-graoG2fs_`OPGmKAJS~mng1T4`lc(8E0qz)ofCxh8@@Yc z7brjq<-ZYN`NnXn*hZ}_cdls%=D|3QqtekOwk;Q!V9o=6xMur-utq-^Bh!$UjAdHm zgI-~MCI#?INKG{RPJtX#P_8XS@epxX zcLS7*c1+8GBucBWx{W`$T;u|D;eAhu@T*HJ4jq)}Zq z8|BiM@$bT@v!A@FGP_KD%$FGou!FP9u;7qtd5RWulpMPh_qZ)HElmvZP=bZCM7ucw zzyzyr&jgjIrvY$Qf?L!N@sB-PMA5Q$>yFm?t9Cin0<>d<55#0pshanUu>%qxH;D)k%rrD50iW9tJ; zd|pI{&)zpDgbVL$XqYo-J`&S3215*ziqzg!M*B|YaSiDtn_dfI71)Nm>1_h>$M!yP zg5knBN<(XaiyXJwrZ!2Vd|>-TE%N#V`j$mlzuZLztA8R;^Q1?8b3H-0;vM|^%Oct#CFH%|^^rN26Q)$}LWGKagp_(L5y7v>-?W(wRax05;b< zN01(}C_neowW1LhW-RBS zw_)}&{8Z7KsL=KA{Uksy_dnw~>BrDqc$_+A>=r-+6Hd{yW6@AX3d9K{;dQiJKJc>@ zF1>nA;t|Du3uc?jcPIsrEGNNM4?@ZD(Xn?4mWXLw{L2l>o*@ebs9~Y-%Na2i zO)pute6G3T%+N8{r`-7_ z{g|EuD{;+5GOsFoSVQJkcp<_iva5@8>#QE=XV?qNg!|8{M_CK88uzc}Cn6sXahX`w z;7cTk)$7E%p2XIwoWojM(*Ts#-|&X;xcKQg`Idy~=l=dnlRDMl}gezbwe*k6iFQ<}dJh z>Wb%jrax&*TBT`4sbsCDq4;cPr4XB?CkKb!OyQo#t75cfhg5zS;7^xwd@RI3bS5xD ziR?_3AAkj)HA4HJ21eIM!)WRuO99YLdx|lTLFC(Mg;D z@>6pA1~?~3scSrDeE2dS=&r&hb;&|no&5Aj#3uhnHpH8^1e=nIV8hj{C}s87qsbJhDr2vVJ)$k>t2ocd*su6#dH z1iwa3Z({(I;2im_-MM2Dm1w&UG(M7(DNh-2~)gb>$& z#(s{g0JLXtW{;Ke7&_%lOF-KUC*m-FRo>eL_8}v>buc1lq3y{Ei;WlsHZ;ZlX79T)uD3FIyuU1C%A0D+OAOk@Gb|5Y zo&%XN2e%<8I%dUIL@pl#6{fX9kf+#>R|W+QenxdeJ*DC?ESSC|e<^xPW~mnYP>yVh zu$_Yp%P;!c4gqML-D4h}2ufe=bpg2sru@^^6R=CoQm70nTgseOaK__Iu&@O()Ql3Vse_yCrJkYp%#lK3bF`5 zCz+H)4Cr{EI0>Ru2{`OPrlO*=zMlcaJ}=*k5J9&C@+|f8l(jB!3~!vwIO*J?G`wM< zFxXhmaiYBq&Wd!$vQxOwc%(4K}`WW=Ed%y*b@d*^q}bZ zhCa8R2H004J0HsN))-TJ6g^W{E4FhS_fjZZCW6^#e>*t#ZC%u{Yf$`m0xhr|bhnSJ zM{5MkxLp8fFfXKDSXARm_ z2nMC2IlDuaboAEf{pVn>L3@|A8>W@hRG10w=n+7gVZG;qEShM#$jP+ir42CCsRHudvFS?YY9T&WE{wJRW( zl4Q7#!H|I;M;Tm!O{7Ix0(udM*LNbQ*4EHKK4A9rF(qZ-K=Lg3b=5O-+@o^${BU0G zQ$F`Ygo2s{?yV_w?Js~B!#xPxuc>B{ftPXZ*xo;cy*&`!4c zYi|L@Bi7b$F>c5>xsEUY5lZ+0c&-AGQlx9%2Q_n^moEK}0iWT+l8Ga#_0FSk9SQK% zxX6FAz-m(Bv|AJfzTF8*btow}KpX6AQxtT;>#(`J=Q}zN+U@5kKTXXl-GMtmgDIK- zOum{%gW!buS242TcC~Hib)=J2YK7kyjPE1E&-}=Y0pr(yDc&&1>MW7M8d_plvT5Yx zGKJrW;i}r*yP>|2$_u!BmTIx}6QEH1Zx6OIwA*M%r_M}6b?B(_Eu9PEyHs0$<*(hL z(CAO)zitQ*XRP+JD@Y2gGyhc)v!+>}n!NUQbLDQxsJ{EB_v=kDVPt}{;62s8;oDa< z1f}}g1(v24+MmOR5&x8zjvv&Ar!r=LdO8N8p!4O)27dak%hBq2us$_k!hAF4Ihc13 z`SzRdqG`yeEde*AFWwyyoiDoxI4#v)srdSu7wdThsTxJk#c4lH+bLSX_C{DpOB~<| z3Aqm}9Ja+=D+SG5-jXYQU&4&0mrHcnqzFGKHcG%V!H+Yelta|brY>%|%3q>u&(AGo zl&@ys5{x!C4C-Z+_|-6S$^fsW3I%0N!#YgF}W-dZ)mpp_0w+{dnf$!g8FDZZQE%{ zn5ulARSm^%bk~l%~$;jlT!-SOH_4v5bs-UF%zQ=kRc{@cGo@3^Ag&2acQ-1qbR$F9+Lc`aJ|1 z>5M|(+-T>j4ptn~ce}g@<#gO0U-yW1!^;%fMZV%!*l74R8Rs~mbev;lQgiNdy z)^4u-6Vr7Ow-k@lepzzQA>u%|VkHKOAvXF%CD0< zrb-MX0;^$LKflI9)4?@QDm(HW&90%;K&6$391R`UWp3DGn3+;7Zy+UtnAim6&QSHs zHtl6Qxe#Q{@Buey(-tIv`B*LCa+%a4*%h?P;@Xx{6jvp!Sv%E8w;+m{vRgQ>r2sYG^sHNDHrtRxPTM@&C0 z!@KbQuu%85N2YycSMzC7Qh=`_8_mqmq;9o-s-SxDLn4fG8V%L z+01-TN2J*$JpiRTnuuBVJ%(nR%d^SnY%KIvau#MqNG;KNFcYINWWQ)fy|bwtQQw%T z6F&CBnsK_Hn>wVYGt#?KKXOuaz+e!qj_0B^ytul{+u2}WXfake_^dG86$@?1wDqHL zFY+Bhut#q%s?Zp`j6Z%;oZ27XwzgQN`s-i<&oBRD7{l6~NJ2sNZk#U_=^S8}<|1wG z{iinG9Vb==Q#5@N5istlxZbS~$o}L54dyOje009E)Z~WQya2i@_^F|{1ap2av(Ham zAE)omv|HvQ${0qZK!ANb(34bQ2O5%7ZDxsZ(jDy>t_k zK)~JE*9V_bV;NGl-#44Y^p2w(0NZo2`@aAY&grW0=E8#P{>-F^3jca^^PQig7U9_NhIYyTUP|3d*BrH}g=&f?2~`1-Y^Ep~xY_AT^MHSHxy-up(b_wWf} z{_KX3ERXecwJdIV>_97FT4I32GbA(jRiBbY;di7@#lIl@sr7wP25zt?gF(TG~0A)C$=3z-I5_*=1^DZo7@Y2nxg>sQCOYkgrS zu^Q?IVH{mus+(sT*=Y`=>ejs+WAD;DFLEyd0s8esHI#S6oP9XC#dnLYje%#YP-tGzCe+z^XDg-ylZnf5u_{zsmk}X9%;N zeXbaS4STmYJ40gMK~V^1Fm$Y_31AYj3t8|yt6is*F&|t3a)x;^4tC0i=tGW(s^egA zR#U>16s&dJnM@Cd7Fx;tZk29;KllHz_m*K*uIu{uRG9)QB`P3|w3M_k010U%L|PD( zZV(u>2uOp1lpuv66%*IIk8?Vf9Yecvx0;{XN6c%J9J@9VtI z^LLefZzocD?g?2lq9S0;?ezkq<%mw(x4r}>CzVWl46T8qumtQT{YF;Jc0;jJzF=ib z5#Kc$CGx|gTuuPPJ1X#7K`_fw*;J_DFu3T?j}?Kzqik_4X1iE6J4r{hAh!y7+~Q+N zV17wiCV9F9UX~t8&BykJ)Qw|NdFJ~Z4B8+YIYF=o;X8X*ER0$|>LzwQv#K81 zFLi8o+H|<%e&}R18XUlrUcstf!{vLV0p+Q$ z$o=?mZy8)ha*I+cqva#H&1?(E;>2gxomPXAz4Y&Hmj7-k-HrM>NphQj!0YM7TbsT` z#kArQ{oucXc<7F^XcyGj5xJLzE&pz$<7l)FF`D#*_|k?*+2t#Z_zn90q}JdO3s(^5 zCOIc8XQ%^(pxn|&#`0lDH5HjZJ$Y1ShOs%Fh1xEfGJ*tV@j&SrO*gta@t}7~>(xE; zbZ}aqd?|&jl3NitsqQ$zPN7~91a7#GuT4`|&$AVOWvw_|SI)9qc2b^I%g48oVUMM(gDk+bqS1E0luDdf@8L02ctW~fMokY;jyc~0}Vxn+3RML z=dNeqW7`v)o%{h*q(kGRS(?H3*_^-JB>wy)y=Jkcp>J|+h7tdij~AGNKE{D>v-;p3 z*f(_!wwKDstyae?v%taeyP4&l!d_3d$K`;t*gHY$RTW1|)}c1FzDVXgb7%mgK5m8K>1VYw5nqJ~DsbG0lve zxyaehh3v9WHmT2VG(P=&bRBWy#_rp3DLMCj&@q zc$R&)2O&{cC;DX(UDvwFT#kNq*#n}rMgl1^|T>i8I zS*zJvZ=b`Z?hg@&u$bhw75?O>L9XZCl()Bw{#(bt1gW@{0v}Gs%LmtQdi?atF`zoB ze7@do1yh__*N3}-*2VFA=FC!b&hwZDip;}`uEjNkPH^v-p`B+Fov+dM6g z5r~}Y#1DC)PDrM4A4JS^(P-(6?HYHwDHb_F{ii#!S-(rX_P+snX7QEZ*TJG-QG*e7 z$NI}&DmbVX4huGtD38*V6KH6sd+yZG`;^hL7+r04(Rn2>&%~ZUTI#g2{5#73-5RGX zmU2y&9Lpyk#KkxQhVq^?In(97a+fVTkiBBry%$C;z|#2mCE-n=8WkY<;>a-$%~+a_3d% z@yl?V_#I7Ao~*XH6`Cpvox>#f{&4tOsl&qT*iCn_*pm!EfLk4H_3h}2VVfQTi_E1h zIJ<0J)&M*H4eU>QsMR4*zD6MII&-@U+F4GJ?cG|@55PR(yYavK+WxT?m0?Nq#}G9N zuo(l3#U4~GEpMe_`3$T44oO`N-bW4id~imS6e8odc{>C$U((|mBdi_7-_}=Pt}gNc zxjJerWWmggpPo8h%Y((NNsW}HPup6k2u=`EreG*_*7xyFL}Oa{7_ilk2j_&yY^qd= z`grwP*LY)L;@zCaU$JediR!N1qo?K6zYwiyM4~5T3W84_(T&<6?*~r<9$yf>&yyK$ z8n?p@E%yS;%(c0kZqSolRjB)H`MQ zPztf0LA8{ZCeEb3J!CDyo-jk<)<_p!jJQ<{u`{n9Boh#+b|=z^yw7}C)@2i7x58yU z_N9D^q!RNIz~zI9Muvp7tsvWoljS5)hPA^OW==^!wsJc19A@ShmF87q2qk>HwtoM+s&O_+$jkFX4eAu%!|)ak4L6kFNsohV^Zj>Oxi z&(orwjkmJMjGG(;=5kx#?4_vT!y@32;6twm205`<7yk^Rf%}x7oquJ*(G3W#TDq$xV@#4FL$u8DMsF?`4Z2I$7+Y-=4X^4{PPuNA| z)+~H@9G_x2hp6!ZXGz*NLpIKkV*G|h@IzdiZg>ic~no?o_zj>U7c5 zNUV|)F-<63xANC-$)nxD#+X#lq}ww5q1PXkv6Gh*%)Kz|c>{HOGLgr+SwI+)Nnfsz z^f~WTn9SIcFXngMQO;X!IRr=b?p!r%%5&QEzmUi(JHfB0Tp>Cki-gJcf-B^k8 z@9%I>y0siHZ#T~96hS}H zUa8Q{i)m3IPG#w95@Kt1 zP_-hha?`O!-;salf53bL6%xyj-}WB;Ax~-Sr90?9QJ3Bi3h}od?IW1QLk=GnFn5>h z8C&pOzB=;LMK<8@Xa$kz78)#gCg^LH}HeI8c4O-Bq7wZJeYH z1?Z@t3c^PpTzxOANjqrVrNm8U{vOw2lU!!kod0|&9y5zTIGm%Ji)+VdR2ez^^H~mZ z5A{4~tjBO0)~_oiS|LHxPTzk#%lFPDFJr1UwC}HRUd=?2sDToj3Aw*LR^GE4jpTu6 zWk^Ll%HC+)X7nxM;i4C3RV7WRtAeiU4pxs8@rYJG&<`o^-DO>qR27X>16HMH2?9Ao z()9rt(ekU;gvb4;)}c3K1Er>T(iQnv+>H(ky{(GqdWKREU?{PlBS;QDfnE$xG~Xi{ z@=EdVUf)64*j&=*6tbFi_S@teMPK_O7`=q5(;RescG?F-818w@sv@PsUPf_JnHT{F zv+l0sHG-w!%tu0OYVuZb=<{$ccKNu@ycOku*t`1Z^lvC|OJ9S7w+K#on$}eAX!g?X zJND~KdUQK^`4(7CfhOc!9S(z>O^t6H+>C^>;&}^tQ0R}<*U6uyu`Fj2iUQ!meRk|a zl`G9tF~Lyd%z(2@m=hEfyHz{aJJSu(o7~OKf?Nr5a+=}wl{f8YUp6HOkh6Oq?Qd<= zZ-M#V(?t0rzVJH@s7{WoFucJSCxND-sNn^lzr+O9iVS?Atc+oN4gWmit_ot8KKZXD z{XgeW|9pK52MPiW@&4QCW{{x>c;%yH2nE24x3%-d4KV#~HU&hG-x?Hl>x ze=fks)rHQha6Xv>*AGFMW0OOI)4O(>3%pm1tzu4+*sNtwcStd0(3ICOSg1EzG+@4t z*MnjE38XFC)#%!-EL9@veRe?K3h8<+ps!RlD-VmEMXEz!{b=M+H9g~#xsa`Hn}?0= ztbRDTH#wA_@}WJ4{&=GJ=jFRNf2rfQXZTyQan@EU!Q)(om7Y~fgXl7rzFZ1*t3A^V z0;~1zyNU{~8n^dY7ukJjeevoeG{HBuaP;|IUGM6+?16gY5sM`s>`NCsv1rmDbWOE1 zVK|rl$gS5!Cwk-qJ?E9Zo8&HPGY`+9TER(oQFo4`kRb8e#S66yGVeB!=b65$5|}%J z7r(7}-O|}LahEA|15vDtBHY}gCK_!u{V*uC1;rZ9@B_7a3UgGP^^vWL=7dn)wx5{N z!P{ql!5a1Fwd)SNwHFwsRUp099sKpDOX{|N!R&=FRxHeFe1ELW$ty0GgI1c&51`E$ zf}xwANM`NLN?uo7@}(_~uMI}D848omJH;!fQ`A@##89MkLT7G#>ntQp zq?({7s7B60uc3%L_QPba`EX^nAbz`O7KPT~@>VE`+A6kd&h~Sg?YX#ePv+TNE^V_* z#U18!f78fq_8+5>FQXod$W>3l{uYGV8axtcU27WR_IfA$UfkL)5i3*G8huQ|eBO6Q zW~Zrr%H%^XvjTGBx<(x*)XdD9$5^iz!%;~cD3Ku}BIm4fp^cKJl9p@Y0n-gPw1|wr zs87=3`2{&H-SDP+uYM&A|M@|yMu6VdldQd(EBN?3e!(iJDj~gcnHs>aLTpWL1%;ro z6jKPf?3xigLm<5cR$@I1;uiw=I6c5&;s`Cj-0X;eH6?y&8j5TLOo9G11S#kR3YYJR zjBb<%5oNDlB+%-}%3iY`#=rRr;Svkcryzc&(~N z(8au@cd;!QTx)lvRfCNwb?3y|?EM#7k(icW{VktP_VUeey7$ndg?6>v$X8ywC-;jU z^DTe+hQfWu*g`nM*~~&n$30i*=%tWz)1l@Jw@LhVZzaN)fel0U|m%>0gp<`l; zsEstCLS@bik2EKFL*}#lgGv|sE4|T1W!&mn+rM&u{A2kUh0?Mm&V)P?k()|*dNrzx z_}L`QKax(=u!>`eADlH6>|A=uX-z zx8=?Yy?phyIGz_-z;pAaMU}W7H9S}K>l}kyv*NHV6|wjXSitsf zk7Pw3$EKyZA8aqfTws;}!nPFRr>Plmbe!6NmQ?y)F&p-~$i;E@>Y7Y2IhM)VDTD-Csat1X^V_}?Z*MLbfIF<_5abfm zm!UgG%Y3$6pWa|&O&xSu7?ZP`&MWEuCH1EPaqc-QWpr^GwZ58((WqOM-2l^2bWenm zzhul{v5g5xcC6{~`LXz>n@dA|l-sa1mm*^^7im^?oj{L}*o!Sg=0hbdz02lk9C^w2 z8lebTmdr#6w;_=6+g6(&v`+I?DNm8$P?JZj_T<2tow6kH{43r86rA71#k!2^&?OVG z&4%_6A`m2GgIOFz%jy;T_e%VFQF_FZ`ydBiFFnqvkGwBR{wSWyICRKuqt#uGprl4T zz#2LL0p$%Y6}acm3mH-SWEQ3%P3(K6A}_1wD>by57L`Fj79Y_0hfx&y!qVZ}2|{ zFoISlY}K8n+`)Stll-xg_Y#U1(XLj0gygQqBm1c8gxK2C{sQy9G$t&(AR00Wx5gFt zaDxYl^hDF1_>Klup%5c;Dd=i$7w0aD=W{}TvqCq-bJTt3KILg!&}cqNuCZm?MyU(F zSA4VV>;1U5M%3BS4Ll245vP+Hq@&`8VhBqI!C5nQ=8INX*$qT*-K<-Nj_># zfm0^$IcqupwPG6^XgkWV&@3DYu&`X3Qj^PhS?~q5PtRda#|;5=L>`eQ!SJ|zP~8>n;QwQbfNRvODh|jfDmYi3YN_n zpxa6TWG*+Ifr{OUQfaGB-UR+}&bln2EE?{P`yj!}jy4lmoHu$f`gayUoFzcLmO%mk zq)?#)xw{dkFB{|)6oD5=AIW}t;ZT;GCZ_r8==I-(KPn=)QqcGjK2PmN6VZ=O6_wzG zpxh_!#;CKxH@MotdfPIf~9Xx8e-POcsv1n4bix`xKvNx8HiSN^{7n9}Olkky1DZ@?MNb!W~~$&?VJKP_rg$ z;s_Uy53R;seO{j@B*!nFNJ1Tse)fo0C9kIg?>x_a<~(Pa7W4QN(>dsUn^RuAnphii zf(tl_qi+qOMyBNYS>+!tEyQVNJF&S&Jz)>(!8PI)j{vA=$P zr&7D^p4L5uuzGRwclu%h8}W1!2$^{BEe@*L`At>z7|^NJEASG@^zE?igBucdVu3Dx z;Ev9!J-DAx=c>v01s;CBBR}kJ0;2VfLRsJTi35X#BWdkk(DjeF1``z4rkq9IWyYVW z3cl732a)&gyfJH8hP+^S)^06p5zysSPdoG1ZiH)4zj8e_XZ1r4P0LOd2d}l^MLFMV zP`g_dUAjaF(?5m!eQCEUo;d3SfSLV(?})#ffPzRg68n8sS!CAK2t)iT!X9a)S);Ls z&|T!P-ZVMZd3?NeZ^M4$!E*44IaU5n^m4HZT&?6{ig|)7WnF6NxyfG$@9|{Xw?_vRfl!bH_7GdfeT8eF?6lDjU}Z2 zTWF)brm0}-)Kv;rP%dY4%RuG_;=~Y@5{E_C{n3X+?B67Kd+n zkVjSSj(|{DHogP(mhEB7s@DE=gyLW-5yrK1cQ_>`4_ojp{Z3oUDc;qiILdP=upl`- zMCPV%P-|}e#c#@Z`}^}Fivp`Ctlyo-CWJ6gQTILbox&}TqPcVd=MS$C7rFAyr=kgK zvlDDB+CKzz?^iov`UIz3u+^3m36m{gl@pkpLT08;C&J$7`cgeZM|luyg_IBJMrJE*DpRDV2R&l zz`?uizxgUxsb&i*xtsJIahzhruSoE;!>tx<9UU*o5t36qK37iW>)e^;7qRUel4m!B zJ*Pw)v_m6EgnmK8@{n;|c8KrcRS~vL#~R_P>qW_tW(*T#h^H&Au9)?Y@?|RuFD#Pb z_2Y1nHb?gxU%&u1aTbq)%z=UJR+CFb=($6q8EC~i!Dh9p+n%uuaT|(rW>uTXTPp9? zxVP?gR-l%RWsYPcddb?j4GU(=QurM}TNEwQ-WTqFd*fuJ7*L7BaMuwEQI<$nEj$8` zPzdVGHOXrdC0lWa{%1?t>?m0sDget>lFx0J(m143e!D+R$_N$zs`kLo>2|_|n~&F; zMUlOf?s9YDd;RP0!wsX>RAk%*)c#VZwDY3IBq>2dk=dtwDQ3@f+9zL)0R*rb@c|(c zL=3h%ygWp!ifordcV3Zc5ov1q`eI$I%idz<4=mj(EHXZoR;iY z-k^BaPH633kOL`4mu&CgXvms>GP|cH@U1gHqTQF&GXI4Lp3e{ZMTSw9bVHagawM_> z2K9P#Bc6pkmrgc<0$U3F5`>IqNSW~Snb`;iC;emp*&N++7ia6}j4Az>?R62 zz4TJL=#>bZjot%#Rn%zVTA9htm|1VUVVP>45c6M~2}Si*srD)+4i?q($>_ROi@tcL zQW)cOL*a$;X#0WA%l<%h{EIO$RF-@Mln>C~K12epAH-35sa<`Eu=qK%*LikzBuh+& zrh`CA(W%c?>qX8N%-=i-ZhLb-=ZGV&8s~-;gWI9oepD$x7Y^f6_f5g*lghHQkhUtI z@j>lm6U98+m>qraw&P%TDvZ2>`0Q38z>a_X6%R(mHX?zT9KG z1!g+g|5hrmp%B|$LkAoD#1Ct@0xp{-NCR2gVyME?bEV@2n>;W` zaa~kA6}mUlisvjqqYJ&NK7H_@yMZ}lmF26e%@tSZ){a0x;Ps3W`L)0B4&Z&XOCoPV zQqhgI6hS!j=6>eA*9V4D(oLt1cej_J17q<#HN=3hAB@*-XVxwSe82njlfj#8lvW>D zar~s`!HTm}fq-KC{EBk1e|HDq+fZuM&5P|Dj8ZW-iFgcZu=FM|Dc#zQR=j;!qW&U< z+5c81G*vXNcUtCC)F?q;#sP^~)1T%tYH4_^qb-P)*dcPVr-=9zUp?z*J!f2}S$?%o z3cA1Z1$$;rXHO#<{e-N#wk40BQbUb}PW|u(MCHJ0)1p*{Yx?v_f|SBn(~0{qtw-*B z(c77HDQ@s!7t7;Nx0K8Or4<0qU7h$E?~s;Jda+E`-I>dOtlM5s3BGPnQP(2|8ephQ zJuSG?O7Q2B{uf@DWI`!vk!h@Ubn!3z?LT$vf4uO*I4wt?%=8~wKK|JR@-`9)=0qlF zILKj`-F^TKG$+_uHY(sb{iN1&B{u;E)KuCdL9=rM!aTBn_0#&Ze@&J1lEeR&&_%!# z^9&D{*q`r%iLZj+;6eVzs+HgHGh*2N1xZp+=Trl+YB_gMw_8~9_5Ml|(roF~u~*oE zX5ME{z~rrsSem)Qh(lY*y?=(Nd)F|8B6}>xHptjp)lx5fz>0UCjkOA(i?V^<^IO*+ zDbXtA=`A!$s(@VxX=_2?Potoz*9pEGCTo9=w{Q3>M}&D*tsOXR-< zT>QLBY3gwP?p=sAf4C$WUkH)g(tB!}wX6l*llnootmnHwEYGKBI|4|>+?M%gbx+#y zT!|muK<$SXCHaAj0)W;rOjnx*=gd6*+gRi|vf5r8ScY)s`a5ws_9{ChC}^Hp5M|wj zd^Tw^FeT*K5LEx9DSVNu;Gn4AS{f?)z~VcC0B4GkV-;>&5FoeEd2{KVYbqM}znk;} zEC0K;*Kc&0)U<;@iapZzS8pP~Ra4O$+%97xv~p#iOhtVi*t zI-Y{epP@gDrg!?$nNpdz4c!nYC<1L!eue{BtD(=_K{bp$rvd1gBU=y!80GjiOx$B?|&_1L^06?!YPUM_P%PU@PrRRVT!ZE{8Z7hqTwBUJ8XgnkQy z`cw+fJyson&wHKXO5oX>F&j_nU4*}C0erKWEt`=e#$_skIs1GIa$3E@=MI#dOC+DTlnRA}*CkKPBE zo!;$t()$5_xN z5c(O;_LOZ-!V)-(Y(f2gi>DbPJp(I4*4%P_VAldqVOg!)+t&*#le@R2re0?D9dpnr%-NrR zxbuUV2j>)NbfLVxg?V%Hm_GW^Ecu%q7vWJYXlIl^w*>L|@p_=<5!W|ASw~zAsp5eT zcNsh>5I5dR$|iKivpmEqg%}`(y*{>gUJpps>HLPGN3?c zvM?19=8msGZ#!A=V>$MVRD6ZlAkINV!i#R}}&8Ba#EfW8erN?OV zUo1U~ls_#!mngyy_7S#|_(Nq5!lM))?=xpF_|GTsStnc%BsyD0|7ry05f%=b$nej$ zBNiUY)OlFe9O&6D>>#bQZHl;ed~j)Q(^ulVjaOPDnYjsk{rX4yq}F8<)ty?`unCcw9In@hs8Dy^u#R%k0%X5buN)#t`9uWJ@Z%S+!#OJ;cUwIYB;Tivz5b*Ozm zBjOstNA9^qh>r>%GWz=HlYtCVFR8z=>O;6gEb(1skoXVS)VxerMOoGm`lM;(3j_j= z+j_(dt-JQ`w$S&;})6U^_TrtS#HMsgFBpXw(=r;MAvIT~Kvza40MTZJr z1O|npzTPtlmTgIqT0^_e=NfN{qXcY}(7( zHu%Jl)%S!o`IPSiyPtld+=*kvPK0aAzN3~pvY=nfFPYPt7f>NI2ip=dp$dIs*_0a` zo!ZnT{3}U2jSj>bbD7e&4j>&^Ekh5<9RFPOiH%geZ;nO7b80w}+JBI(8l$7YNgoG!niG>g@aXCiPf*dE=c0GPdaV&! zN%Ddr;yT>b@gfU+lcGM}h|WjU8q5FmGyj+m9(_xU!f}KnEWNI_>SaP$=VIjR@h_6@w?oY&Sja~YP8RWs%R@!kE9VKjWU4BW`76Sdi&M}f=o9a!pg&81 zTNU4!ree^$8q@pv7ywxUucTAMg0I(H!P>_XedZ1yUx<&lY1^66)fn1f(mvse_Tsw9 zs!9miALLl+3u`N0|bXE7BKv`VfOPk(yKNm&mM8DfSDJW$%aKo>%@NtDZ*qES^Ek z0Xd#VUeS!1;t`I>_H()VM#h_|%=6iTjB`+Y)HX^(Z}*_aCjwgX=XbQ5rbeO+w4RGwf=?wN$|F%*0tcv>EX z&w!1W7fN(pPwrQ@6XR*Poq}wxXyxGeGzuZ%(JN5ZcDbreh&03=K2X`r$osY)QLe8c zB9`;Yq+LRUgbco3E}o zy4l1y_BuKvUq%%rPSZb?@N~CY!dvFH;Z3~!9k8Spv4?&#rxEkXT$9l%3#bWcytRSf zxb@^~DpNWF5jsBebko(8Lrtii+==s2Mn7Ivcws9Dvnzm4V>7d>=CKRAuI zT#HH)Pbw>3`=U=_KrlJrf_h`Aj*z=F%URZ#{h#<4$GATb?RTuo?c7l^xkwT1@EXsS zV_%2$05LS>nvAkeNouds>IRs)dC0MQ2z3wb%3nR>Kh;uo;FFSazpw_$J)<4_57<_g z0Khg@3x7!I7I6CXZy(DEuJY=AD5!CM+xoCBc#YtK#u!kuhe3tawCv=^qraMbB0)S( z;!E}1mB*8k>hPx>>Lz{h97!Ed(^&QP&JD_)T3>I?dO3rcU;5I$uFyhk;(QgmSP#+= zwmy4O;sHWq2`nwbW>*pjJ@%UQT=1}Aj%#RM*`slhksI{4zX=~KHpo##Tm~OhNLkLV z{LN$Wax}NWdT$w@(jhe1emnysKLeIs2AhL2Bz0v_XZ7`%T;X_6E+$W(6#MoqrO%EF zDAI??*ol`TETFd(ig2{hoPTh%Rww_Jqa{!4<41bo1r?Z~?mVRnxK~x?oMk_Hvk!h# z$+hlWk|`@_6y>zG$dOK&0=&)F$D3Q+O%qv`RSbC|zZF-VF}Nx|tR6u9+YMVP3dL0w zW9m$%15i9RccPL7a^w9FReP;ErlItBf8l5!>4m&HcWRl-eFJZAS0Bsb6`=wYPEp5u z&)hc@>H0DwUl=(gyDOA~M_~@j zd$SWU#t&{j-GdC4pobB(R`Pmk3=tFF8=ljr0=5PQrN7GwkAG#sVXt?_a#&^ae|~Yo znCJJ5e@12rg|sD8tX9T4liW_bd=hu=7z z)0}B3DQk=4<(Y&F=EAsK(0g1&v;L}&@s<%Wus6k;csWvO8HAsDD8>zHH=GL4 zCzQ)rn^@Hk>pa8bj4#tat8V`+pHJ8n%JI2}gMPa;;%Q{t^jE;iEA`SAkl#(F)3tz^ zMPtQx@7$!jsKa@xei|i$ap6y#7Ehc^qSeUfy@2Ptw9+TXM@iVpASktkgz{8Uj^gMy zJi7ax8l&UXyBb=&TeB~`#E|}~q@g<31RUrrpd@3fyPrZ6hF~xB{ui1SJd{>7Im3Kn zE4sa@s5b9N&1A!rqx9*|3e8?N*2DHU2#MaaCdD6WLTG)e$@K0A6c8~U&70~l?0hYO zLR)0em%p3>N3n>WEWq>eli$4czF%(H_xGbOyP@yTB-TM?ip8{=RWJCEAi*@BDdgUu z$Y@u~qC3+jv7a=iz7p79ShQ#9ssu()-4LewkUH_A=;Z+axt$GVIl9!fSo!RPI%7M$ z`09vUO?Bx@u;|+Qor}0tNafrMD2%dt@m_HP z!`?Nqo4-tXFkVG=F-J+W{sd&M+ee&JZBUmbVH?MB_ zZKXGo#tRFWYj!1VbC}&?Sjhz-sLT?UxI#5VPX7RDbs3FswXrbC^HOAngG(U+GrdB( z8S!d4#6@}gev)EY2XjTTP}$;PWUyk$LhcQ9o`*sq3$*y4gg9&t-`3#(Gg`8RaAv~_ zVPYD4;}oT(B2;JzwgX{)bX=~KHA5Hcct_ue*#^(B&I6xIliz6HxJpzwi{lzj9)4X^ zf}!ceJM67^T8l;%qYn=uaWkP(`Y}9fEjG9SF0~5YHq?mHIklM5wiC9UH)fK1T#zS! zqFyzz-ge=du5>y;R9A40?{H6WdQ#el)s?b%<|!ti241~z)&%a4HRGgQ%?tXp(3K*~ z4RoVpr}M4fLU$~PeLanb)>x{YEadRsIBZYQ9^}GtMg7;um5W|c>iL%fBuUMGg0r^J z<=+{SK=ZL|`^SM5Ol3c)>Jp2;()sbA$!aE(la3uOSsr?W@ZJdA(e7}X4?Z*J84 zASIBVr_~JcdSsAt3sGCikAb}RJL6sq=Yt#FYQmr-$sC)d-1lL?qR)hG_5vfh?R$lG zVW?!3U5ayUCaO%jB%aEc%1}HOTOmXX1iSJEp8MuZx49Z&-@%5^(s1iiNOU^}-)U;x zAXKd(8Lwn+Tu0%_%oIJ=N;#7IEE&-mo;AenE&}=^O<2C8o~*r_d22e*w2T%Ebr=ec zf1)!etI+S6>W3aEk1@!1E6sliB4%wAW0y_brD0+>Ez|Qc2vpe%4A(V1*)6VW>8HoW zyndwg0Cq5cRJ0I;xYZ2PHO<`U-!!?9yphTLX(2mxd8O3ZnN zS?-xQc#MwEjC+!>l=G!`cQ{}8SBS%QUQp-zdB52kup=(B6cO+VbtC1Zw41`1n*8*H5{# zY~Fh2KfLIFEz|}J8G|(tSXFC`c*yd$-`_XWVIWM8wk5Ydf*g+yST@`^pYB3en>ryS zt5957T%~&Hn%Ax{X8r0ES5h_>pPxqsQpoyi25B8TA)15&XnKzHy9Vky?-^UW#qs1`68C#@0*ay z%vw}3WeF@UxBr2~MOX@5eVKdYOTzFb?~)T5N$SXI+^91Qk9_6dvVo%Q8R|6M>J%w; z94xY4!3A7Kct7afd=+8XBPyf1aukPS$S)G){|`j7pN=%?h*x2HL7_# zf~w+cjD;0J&VK3LX70dx14pq$Jtiw^2xRkwm$mNT=uj3op?v<>n){PpiKn9E@AMgu z$l0-P|GG`16^~H6YU5JQc0c`^p_%v2tg8K^vOz%PA4WGzh>ffzf3zN=Ey1pvygd2A zch!44oiE!*CW2C*64JMZ6#)#-5HZisivE*cV z&CGIP?g&OR(ixg=nZmHzfc+TmM)lSWe3uKFpll{Ns+!X&xI2gDnQi&m#o{9jIzrD0 z_ic##t~!gcC-+#W%SC6xf_HY_P)B=#pn4l@ch;QW6a{|J4&Ccr{}-f}A^F`P`9vE7 zfC-qXrns|Q93yz<07NgIsnX^_+-62PV)pd6oLpduYl$oHG~`WxXMvT2E|T5%-MK$% z+dz0Oiuq%)BqlsW-tZ8aW-{apR*44N@_7OeV^hm*9F~r^CK`385X}vPB2n@7rX>(<4j9|Nn zEDmO!y|jcy#1=XafrXkk0VaOcLjAMXclN`!J+$*5xU9gdNj27Lt52m(__%yd!$x0V zS@`|p8eIkSMROhrTD%*gSC}M0oJ^Ftv5&veJ&Q4&Zg}BQe)R+&_q?J$qSo^SW~a$Z zDE@=_74`ZT%rBN#e`kJ8SpFO4*Q&76pUkg&tuvsXYv%4E!Hw9}4UpCx5=}CuMHLns z1cXbzaA(E+rah6>%bz8h3#JPf_AeRNx(zO*l#eaJ9!#doA9vH<=+b1A`6eO@w@YrQ z_ED|H;be(!P!zWE4yhh?h!U&u>8kS-#-+2b9N$aAdpXc8I0Rbwa`|pJo?^E`IZ?!W zvZ?aCmtPr~UfYaD#?%>emcuTWPtnl}s@Q_y(@KOGi*}B^Ba%EwwHs5Kr{q zs3#*_5(MP@FiZu$VmbH84ndXUYrqGVRn7HI0iO`}iXz~SHv>L?p!LyGl@3uKcbE)d z_zc;9=>{7s^n=FybAViw*1UGe3aG&PrB_+>z)B<;(JL^`xli##6 znNgm&kJ*5WektZwIY5PVK0J?gevP?7-w8o;zpo{OYF6&fTiJt09~}06mLs{_ic|+=)F}FvM=_vLuR8MYmWX;Qvdl^pyrTsLk&3IcY!))>PAnP5xo{r->JmiDwyJa z=(EayNatQ0F?`VZ$8|r`7vS7A?O{%-*3MP78olnJ{&`MeW#D0$&@g0O?tgbq)eun+dXz#^Vr)l_xGxiRgT( z9H7jmdv-T67p5nD2IlI^!TYYmGOO_r2iHJnLau6Q!RC{$g z|CRN{HZ!Z-@ORc%&`;Kv#MQsEzS4iPzGC0=qJ&4mYdDd`TO=w-C@KlXB-a2aqSux;=o1bmzl=t?rO;%1`@w|LlTjbxZ2R!)g3K$ zlA+6Lu6S!|Uwd|KA&sJrXLPg5*!(UHf7#`=39<44aFkD#m($FzKsvhuPm6Lj$0YG8 zYikrTlV-|2bca7_-t{t25(-EN6N39 z(YNFXp4V4K(da#QnS+QoLtyOcxJd5}31NsWq3}?vx4f?q_U^t5Vl$)Se3To@39OMT zkv-#YgGuuvBI%^vmw?JiB;)cWBSe3s(_oF^nZtYkpyMlzl%%+KAmKOz$vavVHt&pZSL#MW1ETofLVKP~)b_dA8CzhjpfOKik(v zi&0IaffH1fN14*waNcsotMf6)H>PqIb=!gCzLWwF`v>JJzUxSr5YO78-q!lUN*I^} zY*J8^cX3yqVX-;0=W$l8=Vkd>Vl_+uE6l4e_Xb?}I(e3q?^9f@yLTe`_Vr#GMr}MH zwuC8H9i?nLEH&;n<11b$=ka^5!`{l0tOOj6XtYswMb4A9y;&W&JQp~pBX*sX@_0LM z4%6A$vpG%<41OOyWq&o>4G2RyHGDMD);$KSJ*RuL8Bb%qS^cfrGq>#(PddvQ;ojP$ zH}QAGl5w;Ly^VQaE%|xetK5u5!WWIM==UOd^_XP+)0I`7vuZNuulUUQBjb1{dd|Ec zm5-fftpA^2Uizi~0nCfK{-0r91v}Yk!y9JNbq<`3y#iT~nr>+bVil^tPW@j|T`S5d z!O!D-oFved^`w7eb!oev1h#xp9pV-yis;zYX?aK22f`-;mpLK#(}=4G;XsYqvfnld z{mQ{UWo>}!1#)%nXoQpb28RaId)Nxv@+!}y9vvy0#ww7%F)ZW0m$3bdvIDVo0i`Qb zx=%(3Z8r5^9e~B}D^qK3cZfQaRbfOZaHcGsjZh(`xNJsuHTg@N)#pYWVvetV&6BA5 zHWFv8PWhHs!1?+YR@ct~GKnP%0!z;R=dvOq&9>OH53F84u=oUhOok-u%&E^n=u-A` z*6j;2c`kWvmfQRe)-JS`1U)i)v|LZ-*UC)Y*o4imz6sLIpVor=O*%x6)#6+H&4RR4 ztA(_J=bX*x58B0M#s6~_>sC5K97-2>UAx#KNoqL_G|^WdY@s2XQ3?h-PV%8ExK*U> z0t*>aLYm|E@XVQmAMnJCk8n^leZIQYEgp+l0fo5pj4X%YJWx*50({d_7%6f4UFY%9 zfooeZ_akU-^O!4Yf0W)CnSX5=vM~S2GHaS9*c?R>hm1)p)QXuwme z#wMdAInZ?FknNN8z*rRy+?iw9hDbgi7TxQVU>AN#z+Qa|uQP7`glFFCjAd$a|ChF| zw^)cuTcv3-V@b96DMJ7Ql>O1S2+y$u82~Q&idW)o3Rb@L*r?xSV7yk7|KSi6E!xKK z+=E@HNP*R!7C2*}91m}s>eN5!w#mbqasiLfmwIIQ0JU!$oJRBUTK$bBJkZqi5~(CR z6G(3xVSL?cxLI$YeNP$4Vom})!rGzk8hPKurNtNiEk5ecFW#ntt3vQi?7Gz%!rs3d z3R88z#oV~oWox-ag`wd?PKH9~#0ffCX)k=)*H-$&LpZ1g9zu4V8y$F4k>;*2y6Oc{ z)lm0WFdDZO*>b4N`kPesj;}d9@OhPM!3p`BCdk0wos`wW!N-Dpr zoPSMGlMLlUv+61R?4hToZiT~|y}K4SxAj{E@ThSzf3@#C!Mf!2_2O#*hkZqYtM7RK zNc%w%@3TWIKO2A3z6_nRwXG^-E{DOLHPktf)%GRp^ZZBL#6SRtNZ*>u^EbY2`M=r; zP2>>gp`5X{``^5b|DpfTWCJ70Vgm!?pUs5-$?HLU5PpZ+8`ac*)gk!RPplFR`49ik zf7&KZ#E~~I&Y*q&|MupQ|2xmwe``^JFCL4y&YiMUP)=F8B1%jA+o{`h=iH=K@M+x{ z8D*c-o;&@Gn53Gsv?XaHu8xB_G_OVAA&oy44c0kE=9_Zi@p-4uV${~Ob>+0Fzqj7G zd9QST6MHAKV0lTn=dzM=O0e{|NPGl|0kC)=ah}EfB40P z{pGi6MI-;OOG%6rMlwHt7^k+(|8*&0!u@#R7Z>(d-}?U__5Y7P>OpNu`ON><+npm4 zgW{mS{t8gISPT(WCa)7V3>LR_R0syrGE-SZ&UL%3)*g4`d>Bv@*tKx9<(?aWF{r9K zc8zrQi-y#vyW}5KC;ZXMldquMtJm2L7)D=4+_acC zn9mW!u$;azg`Hi~#ffWr_Zx8n5FZWK8l;4Ci@`P+1c=V6Ag9?w#OhoN6SD8Yd5ZNX zuH62|-KUe-HQhFv~@k!pBql{w2#J5;Q2@1T{-Uf7J zEmg_fhNmdhpFjJ!Hz#s(ll>AVbbodXAiBVaAmuM3AVIkc;Bog@Ng>|TdCv%DLBY$& z0MXc$60O#I+g*pHp>wp!egdBx>EkZ-2;@VxaVLLrJb69d2eqVf_G~Kg;Lzu7s(V+i zc$+vu-uZ_Ce6S17C!k0ugD;f4yfAHtYF%!ANt8)PQ*5R@4!TiI&WQ@q1;qxcQX2)fk! zoJAX8TNuLb*||+uy0G8w;1;AJaNv}unq~ay{<}rRYJo9+^Cp(rgEaIV19t?`pqo)L z`^qr9qm+NW;hI$BVJwbQ{KjO~!kGP=gW*Y-9sbyB`Skt;UcU!-<7CDb&AYd(0jAG7 zpwzy=JJ=6H0s^H_lLUrB#o+u2LSlY}cNSsF%}m`T6|#)lYt5HVn`eBI`~-Z0XkB?* ze7Zaap&v4}ddKV0?{I1>;olcp;2TW8n`qzxAkf2X8iHP^Cb^_anE66wwiHJb5B>D# zZgTaLXgeN!;F>06&m`$?LP@_3n4?|Qw=t6SHhI@&`k?=liApQ&M!c#~7fm$l*?Ti7 zLYmGqkwI{07xBXYZdtmjk8!DE%ezOjs6Kjr+5Y7JyW5*zUfha?V;-UJS(uBU?j$9SF>FOJ-3 z@$XU^6_AtN_NZSayIpoJkNk8~#pBRCj$?Vnt?%w>BjiF;njsUKZ7ynKR|O1z;Cb$f z>)G9$@d<0S#Ob71k1Lpk&O*i^{uDB}QHVKvDn?`z`z@tAM)#e~iFP~!d@pROw~nT# zfrUrII9C5#`3z&n^&9SIo_b6YzR^hF=(gkLA|EcEt-aqX()7F3>Y$WVR3fimKX`na zyDlL!4qUlcvMgRc5j_>XQ+&_6Dy6lO|I@kKb)Q3?G^mf(%Gu_~Dpf>azikZ^m1)25 z>RSxri#O^SM1Ya*wvYngex|NIE?y57XxF{2tO>4ChESymTbLxUe2>MRD_z~usV1kn zFWKB`**f~~EC4e_aSC~6MFE`!i)<*~Cc&)v>TG;1Jiq7Acd2NPu%sIDhM0Dck@ssL zBYshpHnOQ!Uj&PQ#$#Dk-Ff8zIiYA(ZBnUzo}Lq`od|AR5>?&7mtFjW4)||)-{8pV z#jP=BU}EQwe8Zb;3Z;kjb&`sqpsnoK?2KzeZn~Y(R(+QDqfRaYVj{1s`Rd}%K8Lc& z0iHF-sk_Hp8~Ml0Sx1VLhdr~qd2DV2P;t}{q6fPY)RyIMv|yUw+^!1baqp$p+?fz} z*VSDM#=+Vx{gE2C|8&9bxSeQCTqHv%*ZeiIYk2vy$!<)jsS~u7AJ!M^*5d zT4^NyJCmYw;3Z7Lj<)@>n4K!Ow~w9?vMWWwB;^wgEADEk6UM66xsZ(hJ%Y2u{WZjw zZ~$HqBl%v1%t9gw^ApCR^q7)N`_-fVr&mddmit{cUzumgtaZ-yhK?@fb%%w21zqGG z^Y_&$2xDD|ls_HO5|QoRT0_=jY*p|4`ccBvH0O0&P#`Mp!wr`3>zzI={Fn@4*R`>r zZSt)SZjuwCw*4?S`RO&@Q~+CZGe6ofR#=fFjz`3@Xrp?!A9s*U?;opax*`l=Bs3QTH5|NK&%RS=bX-%o&$lQu$51Xd~fP z-&W$n?yURS^FNR9k8eG>KiOh)kwOq}{hOjBhS=#gbRCzA$jzrafUWy+B)Q{1R;=%F zLl1}2Ha1|y;RQL?z~K@!_BpcM)tPX&C)&e^Pn+zqfqo(Mo_9|w(fju^fU>NC>waTbyf>=jlSgGF0$-@=;eJ51cj19*|>h!8hA)R@B_5QdJQ z7slYYpeorKm8yTuVtrbdiSPe$_Lfmmw(s7sjS7Ma(jg+HbR#7g+;n$?Fd#7kGBBiw zfJmtf4FgC?cf+7GLk!&v5(5%LcfRM`|GnRL?Y-9Xet15~S}xWM*L5D}QNI8jLW|B% zg2M*-$2%z(#xdcbzHl+$WJDe^Golphz;fy~!q^~bX-sS2A7m0xL~xz!`6fu>a97RL z*j1S^*^qoyc+|KI5zkk!_AByPyBw`u8fwe>ayvYgq{G=;=(L`mpi#^CMXR*xn0EbF zb3_7HZ@lcSL!doXk%EgZ?bc)Z6n+D!9iJa)mZkLK2=?@@_A<)4i29$<^6NvdCay=k zdVNa_r@tU8$=zFs+iiiAPDJ-6mns}F3- zFqrsOb&H~(9=$f1Tiuk+y2E2}h-kkfGL~BYgY1h2eHbS%rM%+F+^j-FMkLTkmLPh9 zB1j!%{*xi9-PT?j3JZb#nh1KA=W*iM?%`apu8HQiFX!!0p~<18F7D!VjP>D6B2NiS zF=Xma$@bffV4o-?iwTk)&#?7ZuIDx|HiY0d4bI%a;}NzB~BZr?^<_WOB%J!H!6!GAl1T z8G5^GjmAooM^*Z0Vc^MYySu@rew5I?XZcC-UTO_01@ey3WeDHFfmqMIA(_zhaF{4i zj&s&4DyO4A_>i-|A?|XYr*50iH^axWKWvM}#p*_no7B+~XG-S7Xup7!7j!tm3Ms*@ ze7tJ1Xo4RUuHab2EnP=CXXoTn$hmXLDsJL}*-W+ZyI~|355{{!-?J}6+0rWl^2EHIk<$wEJx`@e0zR@f?bi6BsWD2J-@Qgs>sTf<%3jqc5=Yav)Nqi6nFvGd4{9-SnIK_Uax*75KfDeV;bKgc zWlfKpm@N9_LRJe+H(4oV475||ao<^u7xmm>9!`NIWjfpMoY;}6J!Kc)lMVb zhsM6Xo96n@saw|rER0nSI3x;6+Gt%FwZz3J(;Ukt-sU|Zl;j)K`c3j0Xv7G?yWKGJ z_Eg$o;Qd&dXT5CJ4_yaG9t0K+ajR&}VJ$`@Kj74JrBux<>{S2 ziEo&2OQWUnZ6KVdy@I?KP5>hKu1;I<*5f}Qgxer@sqb!=ey-#YBKa)#BUYB}c3PUO zLQuM~T!0*tBk#UEBmB+b&w5N}Fu?*oLO=|7xCmNg)EGAvuVE+He0LrU@R4ho-fSL3 zd3X%$r)mc`K?WmgFy4!TO4jBJxle{*!#o*S2zU1o?z5f_&MYQ_zMBMPT=~0x80`Bi3~vjo7R>1V(5mE}DIlV9Zt0K&Peu zAbYn8NeJOpu}`oZy!YR#<#TqKBZa|q|9w+GH~%(-;3<67@vRh^8-nyLi%<$n&OX2A zRN7i_O2| zXmvI?AiB1~kdj#$fKb_Z)?X|nB!!ucpSXx8!5$;ggL6Bk4a+R3p?z{02F3O~N25&c@t@>W~ z>InPHTLzC)(8nG}%nW(AleMiz9>h~i?=N1}rzqqzZgwjh5I9^akk2`n#0?(*cxTK| z*ZU`g_t$stRZd6^-sx?l95SA!G9G1m{95q5QQQ1h6 z=GT~#1p4uj=IB>XTz-@vHHKhPRrP@D_AMRjVu;MixOMS@e6l7Z*=)xT#-LVFm{1)+ zyP%WlONbv39r^$^S*%2b27A-4mUKy3WA1le!z1dI@@PA>u(O5wwFw{|g+8hE<9PIl z*!hR?Z&J7oHAQQjh2*VtdvVt}7AX$h#DRzKTkg-C&>S}k(=3YL;6Azh=F!AC}48AuPUy8zG94s`UFMWv9lVR&K(iyq;wr zi_269()S`$BTl@2qfHy3vJx7;VXIX&ZbRoPvPnCrs(*>&y^%MDYWWt6b@@6TJAX_@rTwPK$#0a~casNNCNLhCrG{X!W|Bs6ZJr zhh*kD?A$wxhPDi}YU6gsPXqW}_vT59lFG%0q)4o8n6_z=a#&>v>9a?PUbvtkIuRCo z%-Pt#!@?%pcho=SahpVBv6W&CqW2N60~Bpk1h=dxK=do)n@a&x>MpEtz8@uDOPtX;c`%XSa{-zq7PSD{FOo zoy74?zMtoWi0@$pO>eu=^<{SOml<9t>s=CYtE(O5msrk-@*I&^D}J#dUEd!OzBIl_0P8EU^-flH$7qBp-|pioCsn+f@wOVzIK|sS#>h4>HDD;JLd7cH$a@EL+8)%-B1Jx$#CJ z-B!Ihd^>1Akl~4eGJhFBI3dh9`0rY8PQTxESCrno{wRp0weg@~!$2FSWXGl=@@qrN z<1bqjh}iQI3YxU}qQ zfOwwsmCDc!9}`}q{|{djsLe}eNgN*W12Ar>q9k<3sKi&ga=6KYnp&4W{(g-G~^s*5~yY!e8^&x3*~PI*b03n|%2 zxQ^x7`->KeUg3>HzFc8X_ppSAZaoeY!pzHQ8FQ16aJ^=4bmcRDZqSAdqfXNoTiHG%*g>mN`)jObiTC`@|X zPAlN&W>fM^X*}dP*X7B3U5JNGul>G0Qg=8UTp-1p(mo_%Fx5EYF@b+db#i~GLo`tpbdlGOj=H;-E-o-efHG?2|W|4!ow z>2$`zRYhJltG%Bp6Cx`PQClu0n{j_r|7ri#{^mJsA}j0I+_$C;5i2qQa#V-4grnhE zTW=V*;bxtugM>pCkX-i@(x1=_=`rmcYp)ZBw~S*#Tc5V~XG{s%F{^ ze1x%@xHT2X2EHbe>`i`=b=_It81+}_xJVYc=5_j!N)v$Lo=smnLBMjtJrVcK;;N@$ z(j@lZH>|o0jP_s%u8F^*t_w;zepuM3pmbhVNNrC$f0j_kSiP#O64Wcv6o75*gvo2aU97dmizkkE_O4|2_X4fqp4n$D2^wF};*H|S5D?5Hc zjrd9+CZ;c}?^68quzS8vsLl2=>e7&kiK+rc-_yV+IL=oO?2Z zHbrWGEd3C89tpn-7M~M1nDTo zjPGnFG?Dw6bj8y$g{D()f4-~~#xGM{AW<85nNyxpF!eSOiNzS_(cLGa!RQJ~#xJu^ z^NT;84-EQmWi8qe&bWE4lpRhb30^=pm)faEQcQWgR!UbtWH5wi3hg*2F zl5d`k47(!-_kaAYKb$+$dNRSOWtxG#IQ2LA*^__X$Ma*Y?_TBAeaR(5c8HeWg%k+?GqQk5kLedItFev#DT*xj8Ir44%ZqknMh>Ix~%0xd(h@!ZljH$R* z4YgXK+fndY@jk6+x(F7=2d?U@POU=M`LMkWZV12R>T$`l8p}!hox~==*S%S=KG51| zt!g;cCDxJxn=qqT1uJ=6oSW|aFC{NnVAU4WQG4j~k$WZc6qHli(QG{z<=spx+q{{6 zRlB5hAOT`w@8Y=9y^&3>2)w3=&qhMFsE^xG)P(OyVE-GcLEpB@9TjJx@oYqF7T;?- zD15B7num?)wN9bdNwkJQQII42gU`B$bS0xf5+{f&JohNpd-GU{1`@cuI)~lh(|>IcQWQxT3B9nh&g+aoD39hFMQP;dt0cuxVSW zp#ti{XV98lwLPP2H}0CtMcy*Q8nWC~{X%qY*7K!53c$FHedU)qr-XZ+Wyo&zr;R$V zC>r#=ng4uC5cDdQ)0LjMJPlLC;McUrZCjP68n7|DVjgUz$M>(rVWf(2^1W|87?C8O zsD;LfuRUwdY84123%n{g0w1`Xz+aau5Fn*iGvF_I;?FXgKrz6@wc3rZG6~*d%J}oG zsmxxyVT-1nk1SkgP&l8g-XljaOKc3W#Cc?nPSTCY-75KK{7tnqnpK|Eet+uc~GsszWnudKfs zA_FCi5_AG9w#fHqeTEqtrCbc-ROSUu=SFFu=l68M&@WSZs8gn!N7+no{^Qj4oTH2d z|661;dOQ{W-01=|FItiLl7X)Ld0GLBgM<;|=?JRRmBL9V8e=x=flZgqZ{{vL@rtoq@L% zJ8M7Uh8>jP1c+h@G28q|MSp=?5Dr1nUGJoIRjklZ%pq5P6(`>Oi?L&! z$}CM*Q4cI92Nk^K_FFKFm(|A&E)Zs)oT6W6frltcFwte#(8Uy1uB5cadg5J-MY)(> zn-p4|L~94tthfK0X0il9^4no<1tY)*Sw*2___Z60b0F^)#1>4>?|#q z(U7pV^x+-jlmO#8*l*oZdL?I|wP>tY7!QaJYmd9#{?MyG@K`~zp7Sp^J; zZ2x|fA4*i0)#`wR*ZisKB|rgi-^Mt|ERp-=**)Xo9jC1^v0t;R8uk(Pln2xg1;s?k z8MV6mv)ycr@tVn8QRY;ODOJ+?&oqyTcA{Jy>!e#+q?pj574ABW77h86<1_~)_?Of$ zEiVT2ZzAT|E7Df9uzNNim1Go*$Qi5ds&+J0yR0|wk`ZSULSW`0ToaTMv&sWyLoP8! zQ2FHj;`)r;M2?p1`qUhwKIH;JE!8Hivehbp0&|fs)-eWI`6ob1&dV8ChYWk}b%=*q zYbEb4rrbgrNo%bJw9!@nnRH>fqxk2a9ccPvY zDc#Jn`*jZ}2HtF-Y^QfsJ|gw6;A$$+qF>wD{1vH?{GYNb^Hh}~C2&t9lR^1gj$;+4 zWboNfMhmSp45ex;$QQ2IaTD;^nV!of zCa=rdQld7a!qqCEG{%FMS92K+Ofwd|;?5O#N0H9DaVVbkh9j(v7v&@<#tdofEyuNI z5~m^uq^HvES!ec*b;3m$Ngfb$hZAxHFXHJQ%4yvg5=-lpxGsh3rt{Ok&^&%H`8a#s zU8-IC0V;PLLu+d#Li!0pp+2Lc9l<)j1>_H*n7$vsD-YUzIW>4W?tN5k;nO9j^ zoA{HDoUj(9N5D5S33#(=eY+nKSL`k44E=hGC`ToLjW{od7!Z(eCWqq~$Cd5AvUIA+ob8Ic z#LfLlB8sOZ1cD&D^bM)<(AiWw>L(F(g3XueoZ6*`dA<3qd^L-_17*Ez+-g^5CTeqi zNMqmX&q684eztcscO5>9(lniLFk5+JS8DZ*AUn=GSOOg8D1j^r94cD+E>&--aTS)M z8bn=}B|tteI--)e$6Vp}Ir^S^dM+8ifU*)iL_sN;&VC~oBX?3uCZstL!nejZ#de}@ zcUP3YpqIaO=+=rvl+~oqR}tH(tR7G!8(K~riOelOB7utUj7;(jEZ{{a)xWCb_=)2S zA>O*yen6v%%KKU|Vduhho6ja~rl|K$gNuN!xn5fqY6K-zgvRwW^3g+&c1MEw)-4Vk zL0K^WQ3Typ{C-$!<72ivqxm*$_yWHAtur1Je@U5yuA+h&@`TPcWxzBsrLYiGM4&&) zDhdZxm3#(TprfHG2@X!Xf#rlfFQ#xuN;xH)(QSA=A*rL<{P&d;@uga@--w3QU$ViY zRrP*vgGFY_JR>ps#(W&Y{brev-_OAN7V!eoJCy}7+&Ofc0G1g9x~3NOSWPnzVp62wZ@mN54-;H7;R`xSGernAvexaDB^# z269F$>Okxc3$u0wo|BY>nWw=z@~9iKU$5X?94sfwe{D?a?u%E#)@cNn3+=zpw?dN< zKRF0iguK-XlDgIG#tU~8U18l$QB(DcKePdDs+ho3}*JE z0`E(05-45rt%##ZfHhTM_|`b6fxFUA|In?I4pCzGutO)*;>~F<_)I0~G)|^*IDUhHyAZLowrhLh{Gt7{i@GwYX^X|dJR@qAD zUSX2I%JI=f4|0tniU4Y=LSx}w&KhyDe8Mcwhx}3yWpH-$K z`Ay1|I_^D@W!~U>QKx3ubSw3U-x82|;zRcvC)+On8vHkc{ojWne!V^L52339KCzVhy1^W-G#(NwbyVaMj$fYPJ79<0_HEc)&!g z93xD&pJ9^XsU{clXo`|LY|U(CwnEgBTo-C^-vHu4WQVuH8#FD7NA&VuBd_5lrwTQm z@T`{EWTH>b9w&`_VHO8iPa&?UtR+W8*$|=V5m|7sM*fab!=2n*`hR3@i#VL)J^GN+g-e1emN;=*SD% zKONwjgU{n<`gj(xtGsM$b}rs^Wd3{fA%Fhvtn>uy`(d3a<=#$B z#OmP4c-5djMT&P5H%$HNcSM@o&pS+nyJKmd>dr`cu6`Reb2`e;vLD;1oMWLs6!y^$ zqsO{XW-(_@??uGw%UA5FsXBCN(34n0YY$xP^3H`jg*%WYSGh5GhT(??!;o&KxFQYH zF#{|%`;H&E@g0T6CE?46OGjmaBow_I#$)43#*|OH8Ac8GvV=r`{=P%UgW!<5(W*rI z;)E_!lM?;3@|O#+G9Y;%D#^sq+VRYa_@7EK?WL@@dOH7DZwvVW zb9r(0ffQzS&V)4PbyTtsD+rz8w$2)$f(O=i#xb>555wBiw!5T zq83JP6(`fYP)#MrRH`3eh;km3uiA*&WWCh|c44_XM-stGjvvSj2qusX?QY9T+`RJ+ zX8GK&zHvxq9TGfcc*9FX)8EGCZn3QLS>4WalaMO}7|Q1Q11Tm-GXVZjtNz5~I1(J^ z+`-ph%fai|AL@RPm!tzIo6c zf2qX%JO=mnCJazGeYVsM9Uux-XZ}>Aly`&m9&C&y%$W{W*VK0yGzD1Za;(GJ> z(z)+6F8+@2?*j_qx-n$FR_bhLXB&QI*z})Gv0rVdU%HYYzC#5KA&4K;DY zDH7gB75LQJ+6qq2z!HKaxb5g$N9%A^m)74iJA8G&{gSTATR4sUiKRf)1@$rc$@kV9 z9*b=CuxXw^XCsN0mR{;$OtY8L)vMhFl@qxKwge;fUHMn!wcgImln6603aBv48)ATXKiswzQZb%35c};1Dj}m5{ zLzB5vIgM6b<6bhry$Y!RJ)ueJOMOh$5~K_W)7t{*&h%+MaZyr_2aP%?+t}L8yej^<4?+ykojO=zr3~Ru~SX2Zuw) znpKbJN^83J>ZDIP$W3Ef=%3hOxasc%gO1at@}s8vp&>2AK#HvV*AJHhI1W|Gp0QA zg?>N;-5}nWdW%tHc=LBV0IQBJsmMP#0GKuXD_M^_U}@Aw*Ipgjf2SbI;ZTVVWcb=- z@>M@cY`uE^?Y$(=m7L7dhlW)gih+s}4kk{#fe|w2hjXpGzRpJjK~!SEKEbR;hr>UJ zw#(t0gz8oDLB`59(bq^oaWB(e`_0YZJ_b*`08Lz7_1u@IYY;dq53P&o_D*}h%UFM0 ze42kjLLuA}x4YRAiT@KUHwGNA$6~$F^r3-#p0mVe`UJIQA57h`zcGDL$GYkQGcPL* zh5pg4jmhtw&0q@TIxm4kXrW^p%85Ay`gDJNpV8&bMY91D3EdK)n~cC{ED|(#l>#S= z9cPJ&*nT@wqx5HhVG}yF`bWzb2R1VkdU0b8EeClgd5_^hwc{pWKsnFJd$?Nb!>meT z_N@QL#69XU=TFX2%cUl{=nvo7@RIO|IX*v|Lt3uxP*9#1jRAAQuJ$~cVwOz2=ck#s zp4?$8!mOym)vLI$#%F^<$c`McVGql8=6NpO4*I9r!I0=%Zl4A8@WJ{Yis$8eBCC@5 zE{sEpCWtH}@2gEy2SKROZig=UsySP-v1byMbkv#$gDpw{n7JO;khrTwqzqOH#9 z#h3jI_^eLb+l@vJ?#q1X-`CL8VT7LJ5NfBEnv02PQ=GW6)qN82NgiH{iM#{sekQHz z8Wba$N?QrGazTT;64{Kxf#Tg*um~gsP`wMOl3(}E*nUFspYM~A_f*#o2Pa7@HJH8% zwk;r5?cyUrQ$g*kBPuRg*L{#X#kt3^E3pC-4SR}1#>Um(v}1S<)kI>9%k*m`Xr{r#8d&N)5UCD(7MA23(^lZ>${q|hZkT9GA(7c6vg~K4{$yq-&=2^E#oQK8fuM}v_1>PoQ`d1m}p#UPVJVR zr?XeTota*d+#%=J5%Fjli0CsI#vYK|_}oPj9w)rEIe%S7F~p56I6IK4YZ#oXY=#ST z(-=^uwg0hS$dR6)N&2NWt@KGmlThFR<%jX{;WfM=ca@EqJMJc~*lAMfIr=v+yP7s- zu>F$9(=7{QM1C42q@}IQ>yCxXyhl(Bfw9!Czn{pTHf{D@ZV+u`w{l2sJ>9W4baXl{Z&!nx{75;Q+Gk5+h z#4Kp&dY^TjcK8Lr)pDNPL_Nz{bRFit-M8?qCOv;sUg9_ZD}FXsROL!QCmoAfK3!gH z^}$eZmWO27{s8UL@t!r(y5OgZNeqkm?dmL~FgoO8V1w76MZ_A!tR5?tj0*$*W><;9Dc@{R;Lp5^wcQrqQqrs68tv8TKOa8B!0rTholOFH?yL0REP zFQ`o?51J=3E9Z%ucOozVjYk^foE?Ud^D~+9I%!NgMs^7XhKl+Oi@ny^Xg==Kl`xBz zIAv&~n($h0o)_GLO31*QXcx1)oTsbNdmQLdzCzCb%38sh@G)1YbjI;cM46CN0Y;V= zlXM*MIOoV|p#7LQ@`L=W!`BjqTX{^apm}LGQ#~Sy|8x*zQ&#qLUwq4;8WtW;<<%A6 z`dc`2y0yW*zQxOy0)-b+Zn9*w2&y5sV|*hw5-W(U0a8MdTwUcr261{lEyI_NB#vIIKIJ zf38(Ll#)Max~1=aHuKzds;Ex=K~{{u_~aZ-mwD28K` zZ-=~YCPiH!qX$BPmzlDjS7ghawG8P~2|OytX3AW7>Y0mfqq6lSfUJt_!5E>(^O zG%?}?)g=BFkRjg_F8Acf%w4M-WmgZ_w++Xkbe_p+?ejFR6-H$PH5-$|7$c`!Oru!L z+-aIf8fn+qmVrqh5?0KUq)@T5>nFa~V2?!ZhD#K^9`E%UY+KeZ7IJO6#s0XVNWc$i zuQy+7_hghYLfrS?P68R##&fzD298*A;tO#}*Oe1v1-8*Pqe#s&Hxuc)FkVnUBEmo& zPcrFpi{Ov_D0*smg=m0Tl?a`Ts&^%REe|o zZIPC3C;s7;sDa2k-<`EF6F=qOy30pP+}6AHGL`#E)L5_4qyp`v$1IleX&`W<;v2ul zRw9+?VEJA3+DmioYfWUjuA>1|OwnHnzhN$L>)m5M`Rg-a;uOXC2cf`<#M{JqRCc+J zywHN@U@QRn;?bn%l`>P)wrJG9EJQG!)_-zG&UZ+nd1R^3q3#i1q05NQF$HGf?jMeV z9?_ZlKOA3(dFzYW$Ji1b2DE73h#orA4hO@Qv$q#k{{p7n5f8Id{Z<=_rAW&E=f!Gv zOoHDTYR`V+W?0?1%GDyfzwKH6RvhUQ(_e$u+f|<9&3#C_*?9&>dR-GDX(C=C{`GcZ z;d8{tcNXLUrv2%oUz~cU6&4v{V>ey}GGEbp`3ER)As^YXn`v)3h(@-QnIOv;6VOUN zq@hYuRO2J$aeLbW5xaQ674j(-S3ClyWE*9Jk>ii}B3wj_u0<#4Um*bZe|HrSI0UCw zqFNE!qRoZd1WN_{l73+>8QxM2M-vkaW2IqCIBu*7)7*hN-7Jk~y8_bsV3Qr~afzKp zNYY#PY|g61;QY5lt2=OM=lCoblI1#och2FM>lBmua4h3EV2Ou?{t~Ky%v)x708)-k zC?HWop2|ei{!j9{KjqChIa0kyS^p)V%f_QBj-!ZlKf31+S9w@<-t(lM@Xc_&TR_6& zeGZ>3FS8v~%+P*HF`x|XlQ7^$Fef@m2Kka-Su?5VI~+33X1Tm)H5h0A-GIPQpS$%lITFGe3s~V% z;60DOS&Ga6HjN$ZfC%dybX)fSlEt1C^vhCa&_e|RL|;r+6`$t9g&{(ztiaZjH>0c3!U zrRh6X41bZA-u{-kN1$yII+w+a{o`H$Y9-KEbqQd{R^V5qy_#jOM7c>Yo)GUx0xh~$ zLJ=muKWHe?%wO%U^JW0rgB?ECix(~}eG<44DjY3{{YU%~o%Cd9Xd zu`IE~+Vu`nSu8fQEV-=4qrJ3I0OtG)~f|oJSk@2 zxwJxopt!$No##J3&Vpq1Ag;|9H7hSGVO9Gn*^oNCU`ofB#BiwNB3eDMi6|LJ$l%f#*|1e7nTUYYN_DESe^bI?{6}{l*hg zz|;HE3fR;}o)%j!niND}?wD)|xP+upn%E1#jElR~DhoZXKd0m|)-V3qL;PJqm);ws zTGP$oG>6{OxzuQ=DSa4PSqWA3?VQJ>k{O~%UEV{uR7$!9x|9p%9^QULaJ-6N1CqUp zUjjIde4y?av%H6t48U_Y*;tiGZ8Dv&Ta8s2J>`VqEE@>+jrI zSf%RZ)3# zeWBIchi}s?a9Ws*ir^#8Ue z^w$TvAz`en?vK9y^CuqTZBvs-kNtO20tn8=?{7Aq;h|ok>`~>PU4VTh1%a6CwLE5* zo$P71W}vziF6v|Irxm97;P%ffWj@sWX84N%VXi(Ev>ZWX7q)^%EpDVzaXtm2P% zU{n*kj!#&Czl;!{odp8h_&`;Y1lIoqg6BgwmMen)m=kQ^En&OKzcZdH{IA!}O%4XD zUC$pR-K6#>$elTb5;kYkzsPjDXL)$kgidvfI;PqX8xBJhvmk&dK zfmO&h@}kHGZ{KiYAxgM?LrvVLE3|J+f*lYDXp%9&U>a+eu9W{n7?Mx7V^4RpWy0N_ zxD&n%pYydb|F2f{8vsKQ5~XtGe|+GFo61x`G)Gm>S0$;OYXA>yW?F&B!582ZUh{{z zk08b%w%hk2^j|Z)ZPaEUFIQFH1t@30^%ZKi=4B%T0|B>9P3p@8ez-1?^$GN$eM|=( zRba+LAP^rCs1#017XeJCsnvfz66f}sG!icICQ6=BGru!aYM}L|R05Du`@R5p z)QC)1J|u`4n2$#09)X#eM)8Z6$t8z8sKdD{1jA#!5}?{Z1(55O@s+?Vqf`vIgRIn3 zg8S1HF4+PEz85rYJl^fLXU3Wu67orfZ<}3wg5O|_GzyW;<5)c#)Jh=f8-t$Xy7dmI z?0&W)6H(g83OUI)HNd?30fMC)1AMSbNu+jv)=T0z)j0Qo3s)(r%g`PH#WV$&m#sjX z&ybLt(gtPIuVQ@GT|+BI4DCiP66pn1~;RK>&8HIWhgV-sCjPB+cy4O}dEHA6SBb zeT7EjnlY=(DPPeYt2+qI^OGF)&J6jEkruviY2T6N zJVR-=7t|~(;lw$tL9EJ{8GtoF7uOM>?|sehdj~c@4+t#u-~HVsL0dWTVAbLJck1_) zYL^?3#pQ{9L7jJj&CPxZ@i~6G0aAmDCfzeBwRa0_E z@b{poPIqJ>Swzx@c2B4bmUM9J@|nuj1jBE)!!7_IgKPDgJv7Qza~n!Kcn}7WOs9ux z$lE^ckeSGNHu(Bj(_^I599EuFY4fV4urRhvEHVA3`XyZmDM`28GRFih!Pgij6n+p(ERIEG`FwUA zj7696ZllR2J}d!NN+vhDY1oraTC@nEMR}7mWhndrb`Q$}{e<)fNr>e`;%c`q0YfY#x37VJa{#tfAm>0_QehBWXUCeqC6t+NLkZ=~)<>%P zRF8HEY=10KS{(rro&REpfdZ%AbnA{aX=}n&Qn82Sumdu#Lc&1`b8E_$xFNaNaudj|(}fcfKQE{bg&FJ$6UT^6%!bBRwqPGuD2eO4-~nZ4@`3Pk7{f zXlMxgwN5v4_}X97$kqjIK&`swvvSxfVTvyB%W(->Rx9u`iHTM3EnJs6d*O5rZ~G=L zsd+M)RPAz_6=M%Q6Qt21yr)U}l)zctje>I>ys%l$eT9?c1iza3BcbJOlk5m1!qanA zzummA2&yp6^n{{RhZkO7W&=vJo0EuJW!n-so(hGVa2qc=ib%H-+{qHlZdf{HOLUSntyuL^DmQ?^T=Lq z`^pa?dEXynJ0RN$?9SCfRNIa7-+q-6DmT(;l|>wm02|*v19)WjaAZo)w^kxo1R}=N z)6Pr#3E8%V027Pe11Eiqzx(i4-fk6*=SdlnFs&Wv#6a-J2_@6*?@{LnF!h5(Uk7MJL`CGL=+I+StF!M?p*5kN{J#5xh_$xILOjV zEWDBZT*Mb&U-~)zS!ZQ&-Y8+IL`6yNMEQgt)R8(h9**m)FfYq*-&*NO6v?K`CNTebhvSQeQXMzah}(hdfQp+Vzj| z3}C((dk}ugase0r@Dbm5+SQ1tgU3WL9>zvVlc|MPd1fLflx$GStZRM6akh$qL-rF_ z5atEzTXH$an#{W?o*N;N)0Yf9T8mR{LksHv)Di^0Uz)r7i>SOsWw)u+?T4s&KkB5D zJm0uD=j~McD;CVo`+58UW%DBrH~(o)yIB2}3@NG2Uspo`osKumrB{lV)F7k1`0BO2 zF9N|An}Ku~*OeD<>y*4r5`eTzGbp%Ckv|RG58Ym?@dW3P&rcdcDrrU0ySN-l!mLWgE#MIAk|LgPe>Y0q|gfAD{h@TcPgt2(1fA zml0N(%=6jC)oo4oos2Qu0+U?_jeM5C=5AGvbNMV5z=ik7;8I%#&s>jLh*|bQ6T_9` z;f_4*!e7i~+P7P;R135FFd|iQhCpUiPV#w+GWu!cSP?xPjSI4dgh&L$t z#$O?Wt^EngU-ND|zHjBG#U?C+eY$#^GA8`!R;ak7#BqF1?@|c_XE=52eh2c8=K+y|M34zpd~DOzfGZT}lnnoxPD1NF;G1+Ic_gZ`9Kd}P2#$i? z*O>(wSF@1{Qt^ea+cjrh3Ms+atws%+?JAu6;DY6h02(9G?B180R`rMM(KPlCbr14o z)^`wF&E!n>n@LyvWoyPq{&W(rytV~TAYsV+pruE?P$kQ$hn%tTc(^E`{^evDvwuOP z^T)wk>`8n>y!O^vLjS^(XUAHTITW?wp$QH(3L@VI!KnAE07}an2$2yBFOM z>A^|nzu@lo1Qh0TuCSp){nR&9^d!We*RXBtAJZ(-NM99*kjy5|cC=G99=75zkv?ly z6=u>2Muh~8BDBo9hRZ)X*jXj#?IsfEAM{N>Na|AFAxdaas;nr2LVLca-uCC@TK%zt zC+_?7Ztv$oep4{}{EbD%0=g(%1Xn2mYF;sWe=CZ791URjc+meKDWM*q*g|Qxrg|Jh zFZQ9c^V?Wc#m#`^o1Cs`{I7=lc$To_Orgz{&$~ZT-Y%nlBL$ozTv|f56Tfe0T)q*Z z|4_wovME+dR=vMUT(Y1cBiV1}1Up)##BwBep87Z3Wj2+i5PnN*6k8S-Q5qUAvhqT) z&VCE#jJtkQg4j|&EW5E{KGq{-D~-(Or-M;$>E`{9R=yhN^2=4K&V7gpxNIkJ$g`-X z)=A_&UV&n-hrF+7B+NZzZR->nUAy@+8F-8E*OiQL`6Oa~rQaQIyDWI)zO_QAQu_`beUm_}R?6 zoY(V@tfxS08VfP`0`gk=cc<9z8e11d1L{jQSx9XiHYtTyJ zA?Jnh@hH8OO+6-WMVLee-*6|OPfz3dGwDvG*1il_R#&zqg=|OMf5g<6y8HIV4TSYP zbl*5WFG%+mp;O$Nhnp9sn35R-zhhxi+>)A*14S^!)p# zW%HY*=Okyh>(qbzKka>GTvY4+?-m1)GLRC%q;cqw5(_1z1SEz=q+t`1A|(QY(v65i z2+|=8%m@fb4$_S<44p#``G1z@>~qid{?FOo^X9%eyjtjonYEtv#4o;~XcOpp$;XZL zb9%9!7-atu5G#GZ9}Cv5E0rt#Iy z!3HfXf05?M%ET9!Fhkjj#|F2qk{{hWg}4iS!yc zfHKldq5H$YZqge^QXnRZ#W)a_Z!3kc=raD!$VGM8Rm|=q7tLyJ_FmBZMdwCF*QPItK3x&$*JfElFQw)O z7RZ8S8AXMD+>V2K>O*;9q^!%h)#ExUSK3@Isxxd74v)f(sB!Yu%Qw&(#JSx%7f0gjZ*HVY%*ggIxS`Xo;f5L&=~Okck6 zlM3rSg_{!8h?r%?KwG$Sgcu#G>gA%lw@`y5>==i$ECV%{S0M5SOIizpgt_k3_q7GSd^=Cv z`QtFYduEjgnCOL3&+xF=db}ux*jCuyIM?3HcB^}l)>oh(SW{&ZI5;GFGaeWs@E1z1 zq!Ek7s`vfMM@qNlo>4{D&%3n0XGy5_)})SV7ag)L?sPxg--7jjY-|OZ=Fra54$!Dj~&`jOhx; z!10D&nKeLJFBEfbWB;dlrZY6T7*231Njzm{I46sujAF zyo;ym+SSebjY4RO!~$N>l=R2b)MpZ6I^gcRaO3E!oVQqJI-yN9xKbQ$Ox>=W*?Q1N?~8YM+2vz4BOMl~~dtn?T-4mQ{U?i*y_C(?uNM!UOK1O-oID=l9$f zDiPQ#CNu29W4AHIF06py2(K$nKLOK?dHginw~4ivCBcHbW%R&ETe1g;Vk}NPMLp^$ z?`3r1uoU3nSu2&?_q*U4syldLsBN-U5Nk~^c<;DcWtaA{M_e2Kw?p{_lG+%=yf zS}LLQtC*CAaoq*E=S3k2A9wjgpX_Y2vr8wY4z$}S2`Hny#IRWk3Yx2wcUce#!qU#( z1vy-2L@LflS2x9i`doxGF0j)&*;37RGXvWq7}XYaqL5_gRIKJ}5Mv4uLTPiy*5Sg*?$KDUJJ-xeL7{!$L~O=D_= zd1*Cp3B6;NTH=HXb`v?(RyMdAn}z|1tvcPob)bZR$Cg1h!iuKPi>;lXj?d;?*vre>^FGAJ`1gv+eFU; zGU|uFookjAqSAerS{OJpkZ6y;J--=_Z`VevO)K=yurt#jmhT#vJ>ELHe8r%9IB2sj zJj^KJY<>DdlfML|OiI=grDo=nN199}lfoa12b@q-Uo1|t8F?6vw|5H1Ady5!duv(y z;oO;%r5xDlh84vI`7soQA;En@>_=Wf-_ zC+*SdUM@g+*0E2VTP2tL?WgMA$5!V+)5QQ+IN(GQQZRD^P4FgDUBYxM}GvajnN&K(269`RTFGx5(sJoOq0TCcgwZ9)mdrdZp=vImP&Z z{?sVQQV}^&{a%W_B124UTDFnyN5;+A{xH6N;Zq@T;67-f{8fL6 z?h`OqiaF^Iom?S@#MHy=8@xWim+NCS&Jnat6j^^CfQtzONg^Mr`Yx;-|whYzXj&iJ?vjJbD? z-K$Ur)R)yZN1w?ii9O(8zx5+%Ch(aJCqRXU$ZvTG`3%8#S#^Gwf>(gtz6QS2?k8-- zx3dh(;_uT{QjHmo_(CWL`loLGide_5R1^#_uUQ2JEyc^g8f%7-a-m0hZ=43ZntXN) zfIkcZ8!xlT3klp^g?cPOY08!bmcD7zoSzBdW-c}G$*SWu{u#lxBynO?8tI}dUv?}}55l{qMjOY^r`cODjk2p|SNgbS>!07Bk9 z;@C2UFxZ}BFCCGT+=$qE*|x_T;9oRz#4+jwFT^xw!ToVYu6M%Gq#i~}m~VlW>Cz>a z8aZkUN>00sP;l;y8%;sVJ;^KeH=KLt?&wPRpK(+65K%m+oYs#mPFkfPWFlf~g)+M_ zdg66%a?i%hpA~L;XyE86#)f3xPr?&hm6kNFXYbo23Wx?o>*lG?!<9XI&8^Ty9HN=o zXb*zjnabEu=9zESPn7feFYl5xdkKB50&o=Lv0AG zLf5xSDN>q|y>hakPqVt%6igv~1PQzEXK88`qZOE4VeYCB$yj$o|gEww}T8jBGuj})Y zPWq+E6uTrn^HS9P+$e?F!^0?~PwYWDrh&IdD7!Qsm#xEu(FGr6^Nbn@1HD&nZF&BF zqxJpdZb1PXQJiSlXzMhgkZh!NOHc`4LrZE?-8bx!XJpVArLV$F05GY4RR6(62aE5x zV9Dl$+I_)W-+>t5EOJsa-(7PV2+O6j?mr5csqJZn{ykb36Z$cW6ci@hb^4OiXr!5-$nj&wBAYUM5Ke@Anc zVoAkw;;aH{#VrHc%r?o-?HL}K5lkg20UC3U+G@CYLh@$txRRZ_`f5yh)wP{vnZq?1QvbM3jsSL4MBMnx z&tNc|GHu zAz6Wv4W4qnOn`;mHm{H&Oic^*xPp!2){fe|NAurneR##S=yzWi!_^4Y2{b_cR>88~ zRwuiGmNEgMmP-*%6hb{+jV17#>T3fwIoJEh42?Rs)Mp~|wxDHzJsGv96nqpt?$F_% zd=@SylapulzFCTU>2^R?kX?`%Q* z80^b=73Aks%12y=nCROcjXyRn&e=?P-$0-K#QLPQ^T`!wtHGXbz>4m%Td<>*gfu+| zWn9d24@#?t-Zl|);QJq{kb6Z#rak`beBEA#mEc(4+zXHo?6EiYnO^5EboiS5Q*FTm z08jc^TArQl1X!N#-N%f0rl_C~AvGLrZ+~9_ZBb-6g~afHaUYc6)uP{df<9&6Q1t?c zgPg~fo{O)heK!ngTVN(MsdyKuu&~twxI&-&@dh-h;2sVjU}lii$anVa_Yfh}n5AWL z>rW77w1u7LeqwuBKh) zk}#_RRmhpUyI?CtyQVsIxp;kjgS5f$+!^Yds;a`hv=`)9Xyj<=LJYLrU9&=+8eAT> z`ad&rH8l2vqVYT&k<=q5M?|#|CT26$JA3aPo=WuLbfj`R-+~M~aEaroz&bU9avA=M zXv_W^QPw~9K6>4;I?2!r=ps2H*?&*SCO&Aq3E(@YOw<05MY*{O7+trsMDzJ;R3TQDt5qgSaRx% zoQJWz7Et23CCd^RSV784)`z_GyQsoejO%;yyS)!(U*X;<>F~0(xrB1f+fF*S$|3m2 z696n6EEY*U?U0jw`Pnk&wH3C|*`pL#$=$5Asd~EE5NN}yrwU3}nW8a3xqfRvU0IPl z(ODGNGyQcnJ#0Jo!i32z=%8D@rOo(!Z?H*55R!m~d71b99@e(Sc38KdBX`@fXlWTj z_6&Vrxxpj3?9?j(qDAz*<=o}|1lCt^z@1{DLLWe}T5ttz6Cm3t)7=uzggeM_h5u>K zyhvh8LgQhmyR|!l#ygCjG2~xSfbXakcB?6DF!ZYmjZ+`>Yzw@6F|giPm(N__JlBgA zX8Z|SCO#g@I9+d#i8|K6`eTTj)c6TAo)GHIbDWK3RbUhH>A0ZTaqOv?6FWG0(mZEmAUV8OMH3tqD@*c;ULZg!I@vhNBqJr{mrADf>AfL zF#_gnV-$b)gh#{WH56znrC=%(S@*t^dRezowE_b_#obx7J9G}x*CE@f%mgK0_|+qQ z_WOJmaZnEj3mTVi`vLVyfw8}$i`H8y3phM~as$vF{R2q=R{1g}DX1Lh^$6X#HzxgQWg9 z96dYJZCeIk)PIkxb%G#lj^(8-E2gsI)~EqaoXi1E<|#QtUz|$|$x1h=9m>kV#Tk!3 zB2P4*NuS-S-Dwnz+6IGRmr#tJhfp$?hovH~G^--A1r4sJY_?8-mP7iheD94Mq!>`` zy)%GbDLteID3;Epl{y;O{P+X*WR16E{!P3VW*5m1C2_I#imz`NoV*Jp%77Z#C$;%h z{CF+`UbTPwtI)N>T7k2Hs;;bvEAuJ329Ht$aFrrELr=HUw--4<0@S@T9gOWf230((p)fEkSNAeg;?!d;Fp;onzcbM&if)hLGX|0qMr{=vZ1C`NpN1h3leB2kuIn z>YgBcmO;E1MhX$B~8PV0`Y7fASq%AS{93^X?OhdX8+(=o1cg z?PdU|jjiB~eyte%dMtZ&ypd9#nnR{wEryZKz(%b#PqB_}wiVtS9gwAMQuO5$4SiTx zwSMB>&_t0`kj6JJP&l2>lkgUvTH5#ppmoIJB%jca$TSZUF!Eh3NL17aD{CiG`Haq#o2Y4-j_ zr(y8GXrDn^mq(=~ks=3TXIi5?9w@7eWfN0;&8-d8-3$P($!yHf<}A-g6<>ZBOJdZC zx?>`%)Fb`XnbO+cLp`-04AdvHc5HB>`^&zhEd5qkBXadQ7F0ky`FuGb(g0{d;7AOf z$v~;Wt-rKMA8LovHQTNZMsF`lhZcWy?2STy0EmNYu2r-RscMI6cuE}k^6lOYc zLtfAHCW^^G`B@>~VnU}%VrsvY?cq&HPU7?hxn3lDpu+im8~tIMA!N+_@J=ifJkCJH zhjwRcG-z?AfUgSQI#;2eI1%5wqwEg4i{y(sieBY=@_#?3cv_szsGhYNtVJ(PahJ8% zEwh=%vh!jfO`x&T#uH-+Hu2uWt0>$RRu_RXf`Tq{S!1q60Ls(0pyq^`W7b(s zq%6x@Q*(K7&l$QUvHG>{?G-;+BGt8+m8{N{^lP+;I^haZFZ^Nt<^|#LZ@AlWsf9O1XUC} zi_U!mLJ*Ipk=X0PW4n?n<1{-*2XzG-+Pu?$Q-WSAXwud3ve#-vpJ>b9np@PWT5U@G zbF}q5{J9JBxat8(X|FFzdI_P< zycMIj63g2Sv-32WWxjg{!NMACnJ%ReZNrS`vDk}9Kr?SeUY{0g4vDp}J^UV4PT_-_ zv2*I|ajs|&wtKXD1xmub%GZ&g2#^6Y8yfVqaAr9kgfDC)*p` z&+G7-2w;(q5IU+aAouPQ;)@=e5VE{HgoQ>-*eGhP4gFPOuckk`$nPDgyy?P8Vfo0j zV<4W?UTGXW@oFRO);Nb*%9nzHH*uveR5?`;m)kgrqG7YT03_F<&uY@^H*_C<5}UNA z=iH;&Vp70q)h&)4)R5o9y|kM}#wtJVBI}BbSWd&}pyB(zSMtP_P99enoKsCq@;2)( z;`IDeN*}ijfwNTmFRh)};aZ->R!i&$RWmmPjQ)98~&ss`jA0_S! zNl+6aLSR^cnA6I?ufB*)^s$+$(>R)>HXgmaXr2_Csr5=H-^U=OxV>K2;7gZ+t@n=l zvjuf6CgvcKzK%h%FU5mp`sVlp$(cCMRG)UMGcSy>EYRFNKLvD`Pu&I>0sbiSRw}rCOY60Z z*PY@g`(Ij6R}-hT@MZ^iqUZg>ay^gz(wdS=6h&i*7a=m$`pQf;g-H^T&$+<-z9HTN z6+erg-RR3(kEBodRFcR(F>oELL!*Q@b9CB<0*?R`fQ!F^oJbsxN1NjLTWUL4jvzk9 zoCb(!E?D9FNx)kAGYw;k^~eQH$wNYw;%aRGg+3<+s!l;x#dudH$zTOk#nqHWLefTu zhJm?M(6j}hkPa$vm#0ck#hEl`0i-vE9^k;ORslmISCY`ijV;+-n}XX)D@v4G#=?oC zw$wmi0vWflGYw{%UKReXWcB1!rc87!F@AYe19Azvp3ht^*>X>BuuXr}I(9lYD1#s{ zFP^*p6PoxX*n4P6y@n?hetv?V9_U~Fni285JvX`8InV`xPMj!zxPr zOBdSz-3-$=`)a|qhCFZDUBd=)fYQ(B0Bnc;*k)jDUb#IZCo^c#819N*ONLO=I}4Bt z_5=t#9aEFN|I|$X=f?WKx&93-`7FnaBxmm%COh|XK6-44lx|`H)RC?IGFE5X!pNT? z^S@#h=?g(QbJH)Ql*w{I3}z+?$quovDw$jbplhF1B+M(D79ghV@|9{KUYc>V<|EG3 zY5*|dq|;Sof8F;Y0{PQ<@(aJ-d;pdW7n#YW0#JvhBV}E(0%mBlQbRz2kfN5n4fs+UKu+CKIiN{^(zdO@zk)Vwq-Qm#NLCS| z^Lb*lje{rFyHsFZ54}u-4pb;7=Z&qC7{s1(5e@{PrWx zeIGTMfr36<+g)MdmP1uu&nV!WyKF>5nCR#yh}fmc4A=-#9wYzB zn*1zu3K+@?O{xV6y!%{!urnXaKMImye4a0;2U`~c=sbN0Z`q9LJk+gT2Do4M2v7xa zu7@ltB>@fymO_ZijB55@cJD*I0(zBYkjbQi>%xg`u-YoB;7_xW?(+W7v0V`YhZT_8 z=3x$YRxGTx3TKPS`ham5A!g+40~}XQuG&)W%WKV{YRp1vmH&aWt|A4*>`+j4zRKQs z?hq*Bz@)+L(OV=r+=D%GIXMh)xbB#-l|a#`tsfgh4UKofa=!s$eg8A5^h3!7BO2~e zz*3=|+I)SRniELq7mq`^GvNTD&Ny_)l16W(AJ8YFA0mLr4oWe70KnZ?xkZNU>m227 zx#&-Fm@xh+!1>=d-2ZE?#nF+3l)X-*3%)k}l^pa+;j`*YS8J{EKsRjryI;#EFmin) z$0b{VV#83T(9039;xzZBL^0!K5SOrd{_6hu81%zlA27kZ<9g={0CLWN+5-rL(nST|{V)FBV*rZY0DCE*@k?A52)Z8mM}% z7MGT4QjVa#P+8}Wk)67D^Z9Q_NdEoB%&{XiHOksZZqEi794%BmG=g#s5wEMOyE~Hg z)djz+`@-+zI{nr+Yj5F;jEDD>{`wQ4Z}r9K+_Yb@Ge{PZ)UCd-d0o2U`*%bBlFG`* z-C?iXg3$Mz@}5>fcTGIl_wdYO`-K|?AA7Trf{fZ_@65sIiO1y47g$&V)6&xR8t{(9 zE$N$nIhtJ2dx{&HU#T*LFW4e68T9A78C-ujCldyK4`{uFcWvhn&E-;IrpiG}WN4b?;W z!t!!0MU3mRfvPAMB0PLe9jTUW-u&guowm5YdRzZ^qgk+vV%lT%GuKE`rM*rL4Gj@P zdDge)dUEXNdq1XnzX>3YqP@- z)k^Z&T+ne_pHX$l{l{nj#f5Lnad()^B9HG53Cy61EFX@c-rwIJukj-t2Xkk9VSy)g zcxV@g>1k?uuurikv2(D$yRtsp)iE-1Aw|X~#V03ndV0Dph=%n;(0E&-Xqw*j=|&S1 zlkuiV_GcqKJ?GF~yL7grRXVMjzchov?cOvwB0()uRuN;-j>YQE?XFE@jT{{XtgWs6 z<&hDGY!s9YX*JgE&CT+4^SnGf{&+loWn;dtV*xE8Awi@L?C~)3tyxH{u5~jv&-f%) zJTD{xuYR~8-Gk{_4e`;f9<3h}|J6B)I##(fT(Jh9%h6Z)j($KkjPa2P4Go<{kuEJQ z1-7-d$@FTK4H;%@oV2pC8lRb&2_MN!ruQZi%$68s>S}6a<5E%(K?HXP2Y%E1P=w4t z&U*_B3*05)Uz{6`zO2hp$8UZ2Av2XAF(1p>_T1ZE<+AMp$c3RxYv#%cO zQxy2Mb@#cHwgC6NRL@1}>|e}{Kko6f^SLZcz<_g4hv*;w^p|VqzTQoHzSZNsEWi90 zFOMH1HKF>|fgwBf-*5Pp*Z1F1`tKzOzPFOs>B@2oC)X{5-g; Ld?)Xg;fwzP!tHnx literal 0 HcmV?d00001 diff --git a/docs/_images/recompile_due_to_node.png b/docs/_images/recompile_due_to_node.png new file mode 100644 index 0000000000000000000000000000000000000000..800a1784587e3e4bdffbfc42e7486e619fc6df5d GIT binary patch literal 583702 zcmafa1z1~6w=Si)Tk+yrytoBQp}3V6DGo(aB)A4BR;)mAhvKxj6el>vDNtO3CZ)I& zg531`zVrY8IrrS>hG%C_W@hb~Ju_>~yWUwu>1Zhv;?d%vp`j6~swlohL&KIwT~;_) zs2qZXy93lW0Qmg5j_UL0Oge5LTcD#28k$N}iUGEv-VkN3apEU=`+RlW4qO(|_sJx0 zem(Afp@JSpX04!8o2G<0$N$9Qxq%XeG?Q1~c)@&)03}7TXRU?7YSH^D*&R~3&H{{a7!7qr{QZG$veL!O&&p3~s+?x`a?&_+GmfC%B zxV@tJesIx2>uF`s#r<4C|E78~8j~xD-3i+=dL%LWdjnUc4F$Bwr>kym`6?eQF{P}i znfmZ;B#eX0-%98OUk*DZk{OaTp?xkGSdXlKpwo%&>qjb1_pa>n*&fRlZWx;V59SL2 zuJplBiHBCw_N*a>B@=@;&p45w%#7!m^ja4r`lCu_uR<`%bOCn1?=#}=P4P~OLjjH! zuSZBDI0s<_r(QfDt0IE(XUjaJAEUwz={AVbbC(&ck`q}8we{x<2TXABVFbUP?e%P8 zC@VM;xRwdZai|U1+2SfJkn}zZ(ITa&OJWjx@55|PmRQ!Xz?Pf-`7C_aF3L!QJt&to z6`6wYV;WPpeR6INKUz==(CCohr!|av1#s1=n(~C#&8Y?WPz9|f& z8+{Vaqj1Y-cmWk$>hzhP8wB`15sXtUC9_(5=Q_UY$u4qH3ap{zS7wmQ#`g*rc*{Zj z`-r`;5DVV3i55ZwwMqy1WVSjTI#TvzcUXzFf>Akc?aO}Y-BhJ82b;gFYH{3~yrOX`;i z+t=T3xU9zLhs7Pr;CA;FjCB*CPFoYH^9p-tUPRL2rd@GXgzw{Wx@c?l_tFW7E2}t9 zW<-DSJ!8;j_(^)x3tdY}v3a@ia(8O;L}}7sFptGw`QfbMC#W*VdfZs9KJ0n z;?lO(=GKQyNC=miIcQ@WN~l5RL{Vqjf2zLD#du-CF~j1alr?1~XwOzBl}YG1cWm9YACPw-Th$z;>6% z<$5^M^-kx3SO}j5_B`Q5D3%LFHo9Fmy9?$rn)mwe9drSCMjvbdD~^If84jV4;wXtj zAE~Pnb)+0wh$1tt3TgaFBn*42OYM^ zqx0XD5xomp{LHF@HLS=w$>u?y8LOobGl}>`=E3(S_CR5GQtuc08P;MHL>?*h{)?4g zx+E-2NRW~;rr6pjojNNj#cJD7R6jzr8xAJi?enXRmmn=&_gKcQT62-1fo~)oWn5Xc zqeFw|Hu?EM2QZXFh=Vn$H3vB~IFd<*ahGr+aO~F1ezUZ*l12F`8W&J4 z#{m0GHbge8HvBdiHdL*okA-UU6j^8z=~V-Z49Oy1sXSq>WZh@UVKQa+OaPRXeNF$; z{59-rQ8~_Q*w^Ipy;qV|Zm+j9hVAM&7Bcsq$FZLd>J6z684qc0jcoCs*hN$Jr*0^# z7HqwQ>CC?T&1J`R$pw1#`ZeFHj@O&7F~8Qop8I<6TDJOH=e#hpF*B4_-Kiq;l~dHB z*SDm1O*5-HUtZC@V-n4IqhhL1nV(w%_#CKH`bE0De#ZBA{ZF2m-I?mIoj;iz3>^eT z2OKCIk{#%OG*?WPtIjq|z6H98*uB$#$1uD1V{fhi82dAN=E;vY72ouBL-d=(RF_^z zD`u6-n)}CG0QbL(e6&@yo@{RLZK!MzZs31h5LZcL%xO@nVb`RUrIlCJSk>kneL%6I zwqo6yE4*Ieh*pcOzccyukaSgszy7s&_IET^^2;+#X(IwOF2{l_D4SjN^ zwo12aUasjrf{;3ISx|sP7VJYOX$n^@rFy{;t`R9jOLBX0Lhtr0vMprBd}3V7T|1+` zsHR5^zRei|CYkBUPRmc5OusJquIWE&Z+mBpUjN#bb2N9_b4SAu5Wv?FzG~;}$l%N` z3Uyqyy<6y+Wm&MQ>Su^Src$VXuu0v1GGaRd;1MpjFW=Gsrte)bG)u5czbiTmuYfMi zFBUEG)&OgE8bxbtmME8I7gy^G7cu8G>&hG3oV6S5=HUy~O`RL>rFUt5Z&*O>PS5LoR6>$1(nYos3#5PVj=?-gZyoC5hR!oFC zWJEu$jrE)Ii;vmTb-*nL18jpThvHpN@vp{ZOT0}lnhXx&4#1a$2Td~e43iA_GMTav zKR@4S*q7?2H&`d=O_%`dMPc`hwse6|laRh= z5h1JfU_)U;&d}PmnzgC5Mw0zcTc4soVdqokFXVsA53ppgobJ*3K;FaJn-<|+qd9Nl zMc5|L!(;VAQN8HRTdTK9TZLQ^T&}P5L}(wAc09c{`{?;mu!Nbiug=iRKio~9sCz* zq1{JFvTZVlih~AcacL1q{g9FTsqJ}sRV{-c zyZd4CJ_}!a?d)?fuzcxT>$`M{b)t8ANl`}emV%!09sX$;AGs!{R>nNP8%0W_6emLC zjqDd~dhS(@XKb5nvEfoj%8=LZI8iE4GuT;H_p5g+c?i42UXxS{nDblEbMmKMe|~?b zW^bu$si?Mi9>DIpmu8eE%Z^1@*iLMsE?YE6e{Qd4K^mq5+ZsazRE;b@a)*wq=gf&f z-`?#Z;)8IJ#f^#`iY8OFUEbXT;a3XXJ&j7vF|&Nv`olaOhOn3VW*0U>-pBps%6F|7 zbHVIJ>Wis<{3|sdn>CvEU?=alrSwdii_VUwOL>;!|Mg=z#$X!~z%D<~!= zJZ^8R9slBd%FrQeWbPRzvWco^w+k@^IMk5M;z=-mR2|Q zH8tc!$++J+{#uxZr^B_fFQtRdLMFm{sc5L^_yb#C7X zDE<=g3VB@qz(Cs+AL4Z(g}g4N6B1tpaX{N=gc=J^DG&88_ivV}QFagk_P&tq>6k)h zUXCzQ%az^r-o?x2;$eNWS`YV12MjrOl=d@fZtI3wU!kx@V->0Y@wr3< z>|pm2O9P$)a*@f`I}7k3a~1R1z;E}9XM8719l;^N4@i|q6YlXWY6^^u(Armt&_oH* zXl3$r2e`(APC~fGE8H;d$n~>HxBJQ8OI_VFK=JRLrO@Wv9x-%&h71^@ZIq$0`9AzP z=2S+MJF^8>Gh*&>?<%>f&cMuAgHrTooJKSUIR|UZJib}J!xvlw8~L^uSfd<@R2xH8 zTTM;0C#Wz_L4XlM~YG>m`hyg}Xn zd_JKrl=MIMhlwB1uu;FrP*>Pz^#7`jE&uu9ztUEyGPGxU&s9}XcRg!28yjbLdyogt zkNz%H2Cj>Wkvke1CHtT2f$B@PBQ!Mh1>h?~4?|52DQl1uzvWwyl?}g-lMAXg8k&rc z6e{Ut<6+6<dNhRQgZ001MM!RXiMISqwFGn4W{&Y?#FO1^ES80C-GH zOfqh7ZKYl+zW7HR^-Gq;-owL1N=Y3Cm}V7h>FSl z)z1G_^zWYjE&AHs#_c)C2_@+P`1fS}BmAF*|5Nag{zLT7OGv%6 zaR)hi{u#vA&Oi^qQyGE(E&G2;8U0%fAS5F4kI;YS{!adJ06ap@VQn-tc{EkUXRmx7?B(FL z8%$r{r(vlouyE%)XWrv-AOn~Noo?Rd7NE#hR`cDBL@R@t;#cen>Z9>5aS z`GtaRjw5_GW5q`)jU6pB#hl*d1)L0V+IGEv(7zEEQ|&NUWqY*N4ZDN}iEGQDBo5Zf3OEb#pXH8;}tND$VhFTBsZ^b_$;mfBu1B=&Fq>3j}GAJQ-xIoby_8 zvRiBdfgsnvd4#P82zHevVdFUt99r4-Vk;hcr>p*l3wBORjiPOPbuome`%TbHaxIDO z*jcl~Z*yj_f*AffU(Br6<@y=No8PmlJMR|HcIPJO!AIRNRJpKvDzA`crif6Ew0GmS z#BN3XC^jQlhZm3wb?GIvU8u9MUF!<&&)xPD_Hrbj&VO#|K0pJ?$`Ce4iG;zjveHpQ zmf_U6FzDD~Ls;*&eW-+ZWArNb8!TBbH5n&f`4l!2U9(tR_OUb5c?Fh&;|>kr)2O%o zR(bFG{dTVXbo@7&C3vc1Gw!kGQezg?@d~5u^;z}UA`21J|B!F&1>I}WLkO~PXWCA; z)@O5S#WLb6Y(2tTl+Mv&^ye4zN5?aau+O2tmwfy$1Ix?eW+`Gouu(7DUcz#U-i zesszenM;!_76|l5gM+yA6_>zeTb$pI3e)<<(UxZIw>PnOV)H*ia|;zW8`h^o4a#GS z1!CWf>Kko0{gyKO#qW9{ZIkAAc|h4;c=fO*^HF3x)QIAc_B5>*nfZ>+$qEMb%Rtyn zwt8u;y)zaSX(OO<00e9UPZtXBi8R~%LODwIedjVn%Y#H265F*y3b^B%JmX z`899Uu3Ce;Cosk6ZaMT~r=;x=)F{1{&N7-SBo}m%@Wm*|xISP~_8d7os5hE<2=OW$ z9y#BPmoxi$ASNj5cg96}&)~mj`GM&1o1a8;nQ7*M3vsN-z4~}UZ7Bck8M(HMWv?J* zv&YP9gN)fq^Pwcp zrCOx{tf(ZR+8433upiHf9|;It_K|CgC^H5$AQ138Cq@P^aH>eP5e(U0c~@RJ>eRGi z`yGD(W8lk}*wW~G&6FpvM~67`93eL+BL#qcOF9@zZ^Re_uks)J8#mZnel@6e<{HWI zUZojT+v@lTw6tzQ7JwwdzbiGf#3)ZKRuWfNyrE8Til5&HnSch}-@;I8 zFM7G`9>3tT8S4b?fCeHnPRFGu#^*BXgybd7qcJo@AohIM zJu(UM36!vQ6WFxkRqvE`n7cDwy5zAtQ*PHOpwebgZ6=lq2|zA_h4}?xBJX|x+4M6UIs;(ghn6h9>4+17JTTQts)t6|OO z)sG%1$&>0}Q2c!x#tweh!ZCs^iQfaRkUQ#nm_J#A)*WFylFAno27K&DO(~*?HmrOg zeb{cDcRD$ya8W-2a3GR7lJ|f7QG_2tW#-e3hi^pSNi~}1_xp=g&xA$$!hsP^ni2@N zS0Vh$spEWBA8lAcD#U=&6rLFHc!ZF91YU7e>vGMpJ0vJ4>Z!)nP;aw`+>MLoB=!cnu-jXn>0)(RIw)gMg=p`G4n2jd zg+gT~o*NU$%^capQyT8l7^$4rtgkZ;>6fL;j9H;J_Wxj}fGX)=E5LhE+0@bs9Oya0<;2I-$7a_fgB$IL;_v{%++ zhe|yyrNSUiZft={ABR?i2Qszf?g04+_b9IM7<_iq3o9=@texu&xDG}*!YHOKCPGIq zke4Dwm#fxIStSv9R+W! z=g7+BSkWGB50SsQ1vaHc9SJAdr{ar6)&RGPlC+*IuGKUVDnVn`)Whl>+l`HVzA)u^YeW%NqM2oD zdI|dd^UDVWHhS7gQPC#kC^pOP%A9K-@u`naoH)tFX1`>}AkllDc=nvUkTcvRo;(3L$-kZPUQ`u)d;I2ejosy@&|H1UHngshFi+DHk3nAl0^ zAWsMlvmj`>xpqG-P7+4F+u^d_Q{d}V{^O9kOR_HO8 z`L@c-)v^no;~MVFyKKVA%N6fDpEQ?%?@bNgq0LunZ$)Avv;&whBIM>xn0vGftlg>S z1qBo>2y7wyk(b4tkEl8wDdrAa4~r-BT8|MXNZ3SLHF)Z$VDx*I&p2G@|J)Et7NI7h z@~aN@N6Hc~^IcJ(==*s)Qbv_@<&|tHpEo zw-}_wUHx4tN7Uh@vT??KQ+0}OF|UaHl1ZR%DGYNL!!)DMn*Zw~V1WJ?Nd7aO z^w_UXD}#86bKq~h#-9}LUW+Y^zA86{R&bN`R3W@_x?ZphexpAL6l+pTNCkdd^kf;y z*k5tH18yer<$Ml0zg~I-Y!0M98{dJv%i+_USu{?E0?e|fkv7LdLhuPfl){{GCPxzI6{Av_vR+c#)#+yX zp5AJ4haEnhTvoRCUh$l>3FVxEHnl4za*QWr;K`hAhjuw6Gy!amfy$}_h2UgXW9Fnr zbC`tTm4&eD;c7>{QWjMZWABf0^sQ ztajv!&#%yRMiW1;N43ZnpFDf7gf~iGEB_vMwV})%o~b0QC_bX-eLiFUw(7j#4CidG z1vq(d7we=bci&!OAK?`^7RA!H=+~KR+dqYA+n?>pk*#hXT^FBUmt44)FikOn_dtUq zj#hM-r{!~ocXiq@myQj$GEH~!5Eptrj=eNqc=57qDE`WJZhja|*++0cDMR}5&3Xjm z=(zNuz1bX#2dY)%lAn1SUVD7y-7foe{uxm{kLvi>`E!G^ zmTE_ExM1*D_Kl!#%$JuqF;d&?H*B}VAB1h*p%PJ|F{L?g>;P{R;h@VDwVQ6;r=hB z{qHLL|N5mPNfId>e24$A|3)PmQX`TBZ{G3drJmCx7~HjxKHd6aEr z2wSpgl;J14^Qn0AZCK{!sP|&w4tWSd`KWogm*;cl5kw`j{ud2902D~cs4<~;9~HW| z>&9l}g>|BUt>KYzqa#qi$^>XTk?UmUvmS0``J{Ku$S%i5%KN~PzvJxXDaxNsb4Wnh zLTMC0r53gurx&*Bi*y@{;b4eIbE1Iw9`{p?p%9tLUif40xVJVvobs75+ff zn~s35)+1mE$_zrNCk2=d>#LlWG^4*bf9`six_ufwA2&?Ks9A2stn=%}98J&^zBIkP!H_IFvK2FesUo!3xaq9Fd#dEWL&TAEEtai)Hbl;>X%9DvwL zvN~q)nztQ?sxhJ#;*G9 z@(H_bsX*uOq)ccfN=>_3J$Ey;a-?XERvqidMw_644k+FLXcmar{!yeQbF4Vs0Mz3t z_qjcvtN(x>(30p+X?1(8P_;is^`(w@u0RQ&X9@Yoe4sq^cQzlK`QQC4v;6w%i&f*Y zoBD3+#PEq!0vg2^=TGS#rfx&*FqEG)E~8*Lg+lA29sb>6ni!u0kQd(`rz3AZ3Xj*2 zOHp3FRq*b?<(%)9;6jrb+46$d0&l&bI5VDrSh`D9ei7K-Q? z=l!LdYwESo|A&S65DP*ubyt(XG+no2en)Jq@{Pd5CB|P3+Ty}o@&l`U$+4VR}dqTCpbR}~j4MkdHUatC2WV??`(gcZ#nxJ;Y{@L$s9y?Z#3L>8mr7KjJ zL;WT%U@@-{;m;GIeN{ib4IS*bTy+@MvrSe(Q)B*t)pmEi>xA9M&nzMVYTe=J?R%aj{XrtWUMrpkp)b2p zUba!|p!MoF_IbpF(3(ZM^wAwZFj@8 z0_ZHRx=ia-CLGmerqZLG~TEicztx=>+7y_w6-Bdc3VdKH^==F0e| z7;Ri%`p9HC%+klg((O$H&S&%=1LnmUVtN$hPo30qkC9oPYP<=Z~Wj#lu3A2*<=;f zw|w=}*rXM*jV3J!M!DU*Vit-^SrV>RQ6?uJSE7MrG848qVl-X&PaoixkoF67*SKB+ zz+GXbDAuu2JJ=v>zT$YnF3(1zZL2(Iq=-Nx*Z)AW9yQAu#p-EqAZhJu*Js#(?G%aW zKBEndrI`y|vPqHMu?X{qfMoh6wOO@h;(*7SKTud!Jw2~<;z1Cl`yXmR0|Rnfq#Yz* zv?s>FyJMLcJ@&+sLVSEs+8EUFP4xM|xRF?q(1bOZC=n#N0W(PFC?H6e-Ta7?kJ8Si zBln?*ypmWI1S2Hc12 z#KebWQY8w8@vFgSlgb&AYJ!@uiP1u#M>%2O#RO2tHa%)7H+XPE z>E`6xEDNhn`>`RLOup*%otORnoY{>{iBNctI^SOT)h>r)f)sj&)Pzo)I?>a z)ev#&XG(;+{`!$`8!vky=zq{+hx?!mbWcXb50p-;>uWJgwH_l7PF;vRDFFUrMT_N$ zC|Vy0a=irt;I)Z!buK6=!z_Ybae5m}%Ua?dT6GiAdJqLa@8sok` z-F%VSVB+i}=21}j!oT0-n+}CJyOCVV71%WI5REarY4IITuaK8zpSP>aiul)dOV_uj zZQH5F(Xt`tbYhP7b6GSG-`*yio8edjcGtQ5Ki7nZt6lM%qyH$n?U;~wE?ID--pa79 z*I9(ye_jfK;_q4s4@BIvIr3LEHhGpQ9mm8tKz4gI%YRgnu zSmQ@Q3SnUdz-=(dw|9!rAuZ9%w|NoJ5D<0@RB~W647JF%v{pK@NAt>cuI;Cs{TbIF zloyy-gA(ZTT@Rjx;9>7YQU0-bUyo#b%69^m?C6YbUY57(KlEk4G@3e}; zKpg`NwJzL&k#eh-`{p>i!XUMmW*eg~R0rHQjvki=?2d_>G~Tq`S?-HFW*ujXPB#6WrAk?TR%NX`U3b5nD*}n}BPop6f96sd4rI#xzV1u2I^Q_K7AbhqoWG z7n0F%cJ<=eZs5~-Flz>$ZGQDM!q-3av}J8pI`3}}X#!CoE8!gft~RbmiesOh>Vf@~ zZ`?$?1a}^6YBfaSZJV+>-M*vPa+|v-Bjm(XZYuB#(ThJ{S3mT8gwW;{%JzuCb3HS>ZicY_1PaK=!1_0 zg^h(bbW}d)i!;YC&by9u;HeuIaMfpPQUeO}BvF!XwH)UI!!L4>$nSD@>sYmOf2d=^ z*asn6jMMlic~2;VmWje{YA|CH99b| zOtGV1D0gGe5AHF>6n%7Bnip7y?mB*Wdl+=@FftMMikUGmp$6bg1~`h+UKF{(OKHpr zmD~>{M*odYcvf>a$#K!yS$5ae)DGO-g9%hRI592)o;*jc6-FQD5P?8TIUSW zm84o}%1f4TDZGA&8(}1fQVQw;G0M*6u}6?i0y-;_z^MsADrUfd7VoR(WOd2q%g{Ni zH#tJA(I|b`INC91t87NRSlnheg&r^4WnWZ^LtR4Dv$HNFlElV=@o-lkjJ(or14pxu zQtHu4CUakv1c@y#RTp*Vk1&!I$hO;xx?(7S%|Y>>3~ z>9#vx4}QZy9qI0)itW#@KE;AZP&)twwFAIv7lzZdgRaOw8nqR6FwNU&hMmtl?o!p+ zhRlSTaP7!^w=>I5)<&Iw18i)ZsMa~DYj?~BBdXp082E_mUx@3!i$bF}yyr4VDQ`$GA8eUszzDJ$-l!BxRC-~A?$(UGy z4zm@tpdT$Ud30%eXwSLSlojs~f}tTja=VC5xlt@@TcT6X^u0%8uSbOhzp$9w!z~9M z6}Xr3K2w-$vxAX<>h>{+OoitF~; zXHO~TQT*r4*5Bj4%@Hv1yB_hEIIm-0k)M*ExOTCKCOdSr>@=f}B~sZ;^W0Pz1a(<# z-WERa?8D$yd1{Dto3t9k!51;+zRFK7i;>rPa}wj~O>lh@1G-kd>f+P_P6NNWhxJ$p zI6Yd&;BeXGG7efZUTtuV8v#wh|JeF2;gsS4jU1^Nu?ODZO#-sWQ`ImqQWaOgx$#au zcX}>{MnufWqDl>LgtI9It{2ow~ z;ANWFJms)+eeoa|gT@KhYs11TR;h2YP+9rl0&gIqhQv);jP?kC+)Kjsg9cna(u?Rk zn^G5^P;(C+U?j)RARwXIMuiY~4umNR2A=GG@Xi}yvHck*A>Pg#vcYL9o52N(=`!@X zR-qLM`7G-*UR30Kf0EXzQlpWM!jGJroK%4AKb+R1C!sCnp0pyjEFmtxmAsIVd3*CC z#j9-9mQ|n*c2$ED`qxB5F%E9%a=*FMV&qpxW*&`BD!8d~jHC}*bkC)kFH3Ax1t6IC zbJ->WcKIsWe`+=oi=U9pFdi+Jwp;Fe_@=(WLp*g+OXTUq$o@S(dLAGVkCSAQ&On~% zun-y636kS>T^l&Z4#T~;+@rM>rh$KV*$$ZiRh=pR6$-U?~H3Y$h5vDfRG2R)0v)N-Xpj7JGYe8&To#H9Su z_ddBrfuX109HDU6TdW-g9HQ>TL)=;HnoN$YZQlbFYt&0>2T&1X_}(8&`3nU+Ks-Nu zu6Ih+F)sNc1nzMs1}Z^CvhjSnHBZmprwQ(lzTw?1#!24t7v-hnYLTCU^zqlUwEb0CHH^vzCdA3>sq<+IscvLL=fmZz$$_maDTs8aJ_D-v1911)PYgDx z{HCq*n!#tpj%3N#TgIt(G|#xd2j?fKE=B0*4F1b-_fL4s_B1V{7BUEo*pPDq^;dpH znJ4Xlqu7iQ?-Bv+WN(SinbLF<7POS!I_r=Z0NWZHWjgGZ`ohTZSW~>deZ011l_FN_ z1hm8l84f?aBn8m;)D~<$1T89-(uzHB3D@ryk-Pp?_}KuKtE9p8PT7RRWis5qMoeK2 zOolH=V&jhME@;_j(Whl9A~)$(%pgciZ!0cUMW3FqCZjz(xW2pg(A?u-SyH%0m4Pkj zDDEgyqrpZYO}#@E^-lzUmhD_AeIk_?q=l`$2E~O^Y?6v=RLyC8Vm|q<$oH{qqUeT< zQu~JhE+YmsrIq*^xs3do6%#{O>PY5#yS$4+5T)&iu7xpk+POtQbYa>4rnbzJcSwsl zS&nvz?~#&dbXw{4gSLWAa*@9|?-i|9UcU-rvaCP9Y!C)023+$*;g1E36DuWIRCip| z$&G%?bsOduQ>ohibk)0z0#QbK>xShd?%kH_;A^?nKSnsV4DkXmtlo-3*F$#6bOxZ4 zDv$(j-WcD$1UY@sX}J3zsI9sffizq8qy_g62*pj<&wNeUnXSyyO!Va~A?p9C+<3=k zdF~kR-fWk#I9*jNU-m<}4=&!2<(0_B6Y}^QT?vU}KBv$r zOTs1Rn16db(g@*6ovXP^!MA)Ny6>ws1-@!%Dsl~BlnIj`myP4aHBYcjJlD&UDLH?< zR`LxM%0M^j+#_f8NGF$*ueu$+X=Oy%)4KSjH1}P2wxKoI11|lYnmv_O9Y4$7p+BdO zhxNzx+N}^vFw%cxL~NX`U%*+mNBl7CbVs|sKW*Qinej%M0fo2AqfiUMfbrvqA$>H< zsA*e({i}HefBkn4%Ccpde#3wiIvfFeKb|Lr5Z~8eh3DaXGxT7iN7vzyOwTWVxWRdh zdHUh~YmJi^n(bR1H8MvZuR9;c#$$mFY#qucPyj z?$lYAVutZ5Ssd8LCg6HQp8_?>1tJIIG8^N292gfIb|*N&UG-Oe3yM!CF1cpax4Ls1f)&5psZQ6n^P`<<@13fLy65V@m~bLIl^{X{9+g{>?_>=$zVVfEGB3L-Q#r zs-#|7-No?%Yznnwu&YYYeK}35%#nW9&Tn*Mmye3>vQ0qOVR=3hbN&HEpQlDHm9|4} z(u(9X{TX&Cd6%wZ=sq|=UAixq{p0wpDlv*f)_WtClq(i$aii=k8+wVP4M7zHTWY`w z_Yj0ijCSa;ZJV7i{7)bdDmw6;crp>q)4q?WqeCq19)tEzuxsw);`7JyCM0-#M|jkQ z+U|TpAoP&$PTKbNJQayqcRI@r5~>xIpq8L_ZI5+^(5(63Ewn1n_h}dio)I-X{=Md zUTs$Cet7QlTYiwQ?P~oglUpP8L-w61BP`;tUcJhu!lZ?IUf4#Xj9Y4|yL?1)C^{gs z3WPA>wa?<^j{tHY2b3iiBzf#~TMp~cBIF;N#TT&MkUff*Io*B;&|n%J#BJfI?blvz zSd`4-@9OU#RX%!xz(LWGn$hm`a@eQ3i~dfG>o^>hO-F`zXXo2gPK+h<>9?FAcLuxw zp%Ni+dnlyCG}2|ll7#~rI3+jZ$-ELP2X4*}_#LRSEj3=F?ltg{MvT;ZJgI@+^^`}F zfq7I!g7%vNikw^ORB3m0o;n%mPdkJ!{N_uq0yVGsyB#i>BQ69GJ(88jCc` zPtukD91mJNi4zX0{n*Pf!4?It+Uxd43PGH23U_ZGke$#>N3+#r;5D>v!pe*1@P^xqwRxD0n2 zlg$4iJR!qsMw4cj9Kon2U0mF7jbyt*R48Aijx@<>UUx9MsV>KA zt}RZ{N>T~~En&Y_eDD#iZ>C0>f40Fg9V-0fdL%fQJ*Eya49GaKDI$PESTkD_vX>@2 zgNhcc(sAiqk^7cjq86#^dG|M^8DdVEv1UZS0#Ljco22`+rg+AZbK6*nr1P?b{~c3O zcMXy7Y2tUx2r28_hn50%$4oYPq7JFCd2>RKgnW)H9EKlsvnaHpRD5)R-h|*>Wt@S9 zuLMxjtBr_C>Q|wZGEKq*92Y;v`tbcH8d%Wx?|sL(E$e z4(nly(R3lNV9H9VxjSz`@N$6fjPc@*nq+rKXhTNVa1~*Lci8+oo2|Q|Psi=WlAV{{ zNicQxV2}SE|2C@!D&n{?r=YS|Yk0T1bM@fPDq`tuXWFS1oX&(}!6^qvmsdq7on(!j zZ$G3Y*a?;L+OwAsKua>x4Y@~Y33iwJ1sd=vchNoW(&(p3@UtN3NlC1`AY*X{ws~Hl z=8|&Z$BbSR!OK6YQrv6w8!OlLQc4j@#|902dS$jOtDrE>Y@L9ij`K;H@x)2__WHaY zPTot*E6D6Zy8eW*Q306tP){kn$8P)*6@8hJA#AsJ9PUd*SCVcm|F_ckZY(#9(52ecQW*0HSuj7Ovx9SiVEeDzSUe+CVRBRMu?+ppm&|=(H3`m~-SWOMGKiIU&cH7`$ z21SwbxAmwqwr!p-O${pzS6$-fz{^X>&h>}se~1!@1oDHrKPq%8kUhv13Mb>IN~@P6 zWve3!Rn_GMqx2K9&SvhqZ_!v+i<3i^GkD=R~nfig#X)@Y_*Ag6Ewu0jnq1# zea7#=K6)?E`irFvHYmjt;yJEIK(=nUWKpRv;t*;HJ_vwILQbtzg`EH?J^`i}D&ng? zg{E}2V_6qbEry>#PhD@adjz3-7C`+0tIT(lH-pl`QFSEVSXq~YD1x>n3RME7Qnmw-|U8exw%a@mj3IkC9N~8vXVu z{Xwd~3AC=|@XAaN`sc6<-3Vj)M^8BZzORzy&QmU30h|faU$%wKZlAxze5MIpSAJuk zG+gkBu6paa$z_H~n!#Uwr$E(~?5JsjeZsc(x-JK^BL<08zGUPhboJxs4kBD=Hg4L| z)``Ium#ITEhZ~P{%3(Mka8d2>w1LpUz2mD?njVP-gla zyup{_El$=#f_k2q=kHf-beU0xFHiVDixQk;rP@A!X@o}*ZA865r#+JE@%T&Pz3k2B z_;_@O0Z7%TiMis=Qti~h4B|kIFkD0vDarTh+n@wM8 zEZsoh@uMu+c)2^DHg0(lfaJTd*aAlh^?&O`mE&oN1mI{tFJQ?S<)_YItFCakPH%*= z0ZSJC@>2W4|4TK1bIMca%&Kx(yT+X-fy7vC%Cy_LJHg){RF=gNR!?mbo6wI2l5ulut%bYb)j(**z&kQ;B zI}D{eE*2exY4Z=Hak`j%szkP=CysNd)Xl&Mk+}i6#Q{UGeFuN_hO^V&#Guwx*baFJ!kzT+W;ds`H-(of}|(OYS2P@J~%I1W_ChUJQb7{v6m#vb!-zi}lTL9y#`c!8!)i_|E z6_+1kIa1gT+2>O2K!s*=kMEAO4^dI&UA!<&#x_Tspsj;PvP8xeZnS1EQadP7o}fQL zi=3)M09REY{yMU^sRQw0s4s}R*#hJ&xKr6 zY($tP>21Tbmb&QvIrmdWh?@Vc2qS8yJz;ug&}JPqg>F0^1zm?5db$2~wDMTpKA}Jy zcTy9q%2zKssKBWccL2?s5JX(-B@|lljrRABeBa zpE4Q)5CZot#M%$Yo6|k4n`p^v@CDj`@E=%H&e@&5@Tsub+%;xQ2aFqZCfKTe3n+@R zm2!P#g*@8!CsC0iDhbUTDEJd#D!;AtndE!;a7<&WV}P>!lJTA7=YpW1EyjFL?$4f) zI=$b1>+1s@q=xH-87AfX^7-O>osA%cQMH_{=nXlWK8B}jLd(t^?; zEl4BX-Q6Mn^Yfl_&p!9Ro^$RP4ENX$*qilzbH4L^pPF#-(Z*78)4(d6i4KGQK3mx8 zxfzAzn#hXat*45!6O>k~TJjecTJKqZoq$FA{JJGu)5lmino_LtHA0-ixU9BLi2)LW&~fZ3rnYtJkiZSa@<%B*?QABsISPf3Eb{p6C45s~H80r@zB73iip#fkok>jZb%8 zGkM&KkJ?qa|D44Q0}jU|{fr|vLd+Ua?V;g#^m)p0LOow9ZiFLrw`|j{fH^zV>r2HU zyp_c?%1HTL02{_L+&;-Xzefqzd!$<_U<_N3*x`{z=RT)Oh4qx;#22e>;IOcc;ndZ+ zx-~#CTIMx|+U(LE7wNVXt=biGi|1y%ow)dfoRAk~B%O(o#l>4xc`8;&8dyR}leW<0 z`eIDuhu!bzoiE-XwjWlSlLmXik756_++aBG_=LD@y1b6qx^77U{RL*4pXN#e&tDb( z|3iWJ&$>WVnY01ga86Xy=tseEB#QsgIR2ZTf*b_H!Wb`5s;6I8k*NJ2elD*T_Cn!V z`E=bINMe;Bc6Hj!run6-D^+ZUl7b>6(_v%y*sVBC>?B{MkQ-m@vc$a{NKF#KOm5=i z4isdN_AvfU)#_MT?&A~h>y&WL4N4#d9CqJrydHe^x~!YuxZ&q954+|UURKp2-ZGP3 ze$Lum$x^Q9x#fbg9&TXv;*ZsF{or!3Rq_4vLkijl|A`jRhPu3Or{S0N)%i$6rxi=l zz5)wZn{0+)yX4K=;MFm)Mfa4^ehF*zy`Bh!OcPr6{W8nIB~uvg&~#a#-|YY1CH8Fg zsoWhS^Wg%sX6}>A%Y)u6H^%kajfHo@J^ra8E}zbT+OaHWu>lj#Iq;=Gh)r%1dUF}q!NiO~+SwKq{|K`L8la0XZ zcxz(B^2?a-nT%p`0A-!`29oFr7rAALHx{69q`u%u|0!*%Xov{6?9&jd6-gvftA-NbUX|6w#h1YdQG0AT_ z>ngi&evfT9vJ35Dv2wR6A_0{fyHxG2pIoG$m;6M+a*w(j^k#nUUq zL^0u!S`6`FQ=wen&XMM&L-}>c3=8}YjJN%YvScAD>f7ZvYsViEh zO9YkJL*hk$a%(P_L}Ua^k;-*7y^F)Xe5{WF_palmfc504s4LJhDPTZOQ^*s?tzl>S zzB7X&XN81KO?fjJ9Z&FU!j%jwab!7UM=D*h^IhXs3@$zOA1nD{HK7sNq@REtXWAUa zIqsUpJYGf^TNxK6rHLQeVA>Mnmt$V6Q&-UE+MgjaOz~+Elk{<4k#>znnVkfYIjnc$ zvxNx>hnDHI%gUWWAb-vOi!^Np$ain?N^>2e79Aa2PYfo>_W9sWQ6r6tSb0^ zAo?uRUe^&T&@H#+PR|bK~8Mk52dbK}rA z$HBmPQh}u2&-he&ofZEqPKyVlT(j#^ezGA;iP>NdN#sh(o1PM~24JH5eiA{dl?o9A zgeD1s3Q1-)A$rsv_1xHxzUNRQCpp7JjSSa3Xp|_&aI^$vk&OJ4E;&Ytd1~psi81H}o`C(r4Ivs5T-iZ^ zyy^E0+rDKxaMo;cAN;zS`BgTOWQ)8t%{AXO*l@YTndABEs#S4ZUQIF7?g{ORn*KOR zQ^@3KsbP1o*e^@SEQMwMxb7Y0gYoH_IUdv?jx4r@tMhz5+Z9nnu@GZ4qJ*pB4FIFY z<>JGw>~Z6mJ7cKDdJQP~fIsZ~1S%M*0x3~B&|%iMB3IzcE0C1UVq2{zp6#&^ zSGyB9K}M^a?I~6~aRIO_a`fXl$uB^cfBlj7w3))Th2S_zqv!3?rb17^<7cl$E6;`# zm8#`CQN{GHIRVw{GQh=581kY1oDcosn6LE2S4+N?#D2U_?~_p1hd(1*DR^??=N>pK z!-#(HSq$?AP`c(F?JtqKh>;3>yWT?M#^-jr8&aitPTq+;Yeq%Cc2j|+(2-JQ8m#as zn>GptpD9QAy4IuXt=wk~i6#5~+2q3<&GW1{Vpdce%HT+{yUcsLwE)a?+>m#{_-bjh z699yR6!v`*{`Js=RZ6@)p+q>EE2dYQ`O`4tu#>e|tNn$HgrAYe-?IRIZM(sgQf>Wh z;_8exZyY}sK`_e;Irlnw$c*Yu?-8LXyd&1LZl@>(XYa9&;;6y0jw$eH@P~w`wp@TU zFuJGP^w5o4G|;o}D7pQ-C)jr{U`l~%jVCPHF3T@CD%OQ7Cz+hj{1sPZ_dWQwNX))u z(wp^&u9*cJhnaqhKev+mq2lvA;?3MGXjsVIL3*ST5PcVK5WBh$tDC5!4ucP8M!Ene zqrEAvysQAjp;1T9-A0`R6n}GeHgtZBj>WN^W=W90t}WFDP!pr=r?}+79?4y0WDUlDgqn54K$2~rB1q@KOI<693BWoMpVl*siXDi>Yr}VpE9u!uT97{}5qjbwY{fW8* zs3x|l632LU{IlZ`!1n9^o$Uv76$dNI65Au1D#u=l<1I#dyvfQdFRsR`l!K0nQ3ISe zSNtROKZz6lMsEz%x*&u(5Zf!jQ=1sC5Kao*3ztUmx+TnE&Tbt}l;k0t6QI`h)b$!s28#>gf@)_uy}*b}Q|HeQ z)E$-mCP(SgV$C1Pwa)TKw~;aoc3O-kvl!z?={Ob}111&g?fMJr{LdX3L&KV{tuSML zbKLgBMcPhC=7el`f{CQ5UfO3b2DD)5Gg^|=S96_@n~625uCzSCp(;__^&mJd-1Mt4 z<*O=jLzTCFAKV61G_8y>b1gXv)d;K;<7MQ^Z}(lg0mF^egS67GO|Qb|JH3yMPqwED z^;|&m0twY=24ba$o`jeFH{We~HyDLB))i-YtnQ?+f^O|RN@^eU$6}y-`H_O^N4{X7 z$)@~Hz*5EQ8wD9O)(Bc z_JuhV2o(M#sAY}s*0c764=G&*wp8cmU5PgtZ|s3a>hwu6o3h$Y`O@mS5L4C|2ul`ThC@(fhfIO zq*fRNdPX9@oc1POH(=IrpRj$DH08~bkIQVOVB@u0{Fan)P4!{91RY_?jk~;F1YQ|u zV`a{=)4-Q2|YY1uwsepl`{iXZ_5oB^{yy|8*)B5jyhRh!7s2oGxRy z3cLVoMu0KN#^-}>L;al!Ag*(XR1o^68*vsL#oE)_WmV(2b;EtVl~mXA@$A8qjp4$r z{KE^{)2K==cD6$>#cQB4AtFGSNU+mK>!O2st>w~)y@7e!J-ugY&JQnt{MlHSmO)$6 z<7oA+%EUVuQ9|95st^pkTGz>=*_z(o>Vq855nrWAeXt!5aP+N-nl?Y;r%Tv?bcnH3 za;IHwd8)`1edL<%{=jF8kuF1CroOMRgsU!$x0SP6vas$5>Y+kSfz>7VFd;p~!@XdZ z*ILL~Z4Ow z&Y;1epU_diNAQIA8Q2RIgvIGb$bV)gNvhMqaI3AuZcHe=aMlp~7k2V?SJ>nQ1i0B= zvaRJVnP0%nR)&jry`O9L0v_v{ zrdIn5YPH9=Q@-f}EK;*^WAXtVd%(_RXKq0wmu0m+IvxVMvs)|hF=Kgl=DYhJN5i^Z zU;&A|W(Jw>4R19mMj)1r%s!L@0o;L_Ktpz8YpC4+h&=e~pq9r5qZ>w%$#d%F8zEE7 zpb3%M4G`~qaPa7>5U?3aeJ1M_-Vwnvm_qbE7{TTy7)_)9hQ`70WJyG!oK2AQ@bA2v z`}Hm5RS?Ed!r=)`byZtmCM**c+Cs}#@IMJMEKhKw66vt1m3%cPrQWm}%n2RxkNZu% z>56$We*rJSkL$+)hwWW%wUaI$)ra-5&dxHq1s{mb)m z<37P!V8rU)oont6r;+OV&BK{q0v_&OHI$d}F6;6c8#;|Zz1uFB{BE76y}Kiv0LcZGELWkZ1XF9T~SSg6}p4R{Y;tNF*uX;ml<1` z_JRsiTq**<)iphEa;>8x^+r9ZQ&`D61pinT?XvFFS@>(<>nToskV@vE_UTn1@y#Hc z=(`xm{g-%wVu8Ui^Ot7_R>Jzz^i7vC!6eadje+^ck?013dl@gTsTD&E(GB{$Z(T`3 zgYPW5ibwPOP=@GJT`VJ9O39r@9n6+Xvm5EzIM;Lk*sqJr$WfP~-1IgHCSflyQ{}xO zII;&U&usqa!Ur@x84-vXh?s|%y3vW$D8LoTf86CNA?w|0m3(|C}F|W&m7mwR^K|J;#kr; z({@4HeLKDr*B+sjID)&fYWmi_DGvgBB4BeFp%YV zOY^fiaS*f5t#v;cNsQ_-rXmW{4O&xw-P5PC zE#dUc)nPAsQTf{ktVlxexi&qiO?Jg6-(C4}R=+NwW?vu~sonwjy zCakPizZXNE$kKUNE?5i%Q>ktGJKs6Mj2Te&1O0YnT%>1gG>-Cv*bw3AKrEXv>J?d~ z8HHav=4ISeb7UxOd?R)~YIo+`I~saLhD~%fmzme^gEN;*wW#u;i|^iA-Ji!j;#<&Y z=%T?`SU{aUtEEViD1Ay6ZG|Dh#!wZk0nsV`40LA*O!4f{SV5tQD9jDXyBH#-@1zNQ zDm1ODS~>o2bPE41Hl13vT7}C0$*4%q|7KJQE|TIk&?;&1XZH8469fa6=yAnTJ=mFh z^v?#s!&Cy*cOl{O^z1lN{@IDyhUnJY$6AMxmbWD$xq|kezRNq@KMM)fOd{&8Y|W{c z%-oM_C%Jtsf$GnlhMi1W6P7rFJ+D6Y4ys}%$OvG0gR;`$g^He3bE-h{h_m6+&cYhc zsypqAjoXdew0PcWUW^=W=?{7te?_aRU&o^`z@@ zr>PycORz&{9pVH3a#B-m{^0R#LENDKzp z@+7zY4r7q^qa@@vATv_!U~vHYutac{)k#YWZ&zlz0Q{1t!7XW`3UDoB2jT&^El`3uK~1uFW(wob7+-RM2ekac+RyKEWY#CZ+rcEYliK%|-rsRsQMUlmnsn_$b;1 zv>j^cU6WOaZYZV;iZAd>1$~)3v!8uNJZKSa30Nnoe|jY!2#W;^XjsXt3D;l_tS8`YA-OA z;rpM0K(RA}V#D8{r7`%;_(McQK#pLSNvgXs2rR(eZ~(^k1eTW{UzO|EIBXaLXY!ki z8zH1@YShIV0!7nwHc;jS$d<5jN&SoWHo*^v^bvgHSuY4~NRcr0fS412>yEqT*8912 zvg!}E#0!3}rjS2X@2myE7Prcy$81o3y(GcaVNR|7(|i5reHTvQ{X1fj|IDKQHLv9; z7x!0S@iI>(b*=m+DTq&?MiX8G$d2wP=I2R_^qhd4P#FYgssTQH+(w59q`on}@y{cl z9ntmd2GIt<)80)WN1;z;Xh)h32=V*^bxoJ+`fwAsjDBWhyedYFBt&*WM*PVb8yWO+ zxiCull(~B#se!cwL3IV-WGIkPcD(`sMJf|FaTREoanJ^Va7L-NZW3~k`|E~7NsEKU zx(y*GOR>7vkV~BhLcmH8fLG&*!lF3>rQUKBbe|^ESUON|=U&18n!n^)m zq3)?COkAj#D6&X0;tOQjWXJ8%-;0(JaywIBk9EzR!s_QgKi;z7T1rA<*HP_v>qc-} zsQvlG`A3~fQ$=aPBKxytc?P5{})N)1` zZ;*1%{^I)}9hb0$r8B&%8SkzHN!Jl!+DuAEqJ$UHwk-zbjFGnhImZ3x1YLH{!g z_?PucOyT_lGY#Ss+pFQtByf{N0`8}}jzp|q@N;5aZ#L87Z3CDjSMl9t%;i25v*LXG*QrJ}H((WG3rAO7PQ{>Q%g z%SZYBmw8`dEeczNBzU-NiY2lHIR*sl#CDYc(iiy%YfZ7e#+akTER5D|iPXdLRt?vp z$rWkFZ&KvY@C!F(2}b?h%DjWkbCr7beB{hbNbf?N~561A_;8()cNyk|qRqkQeur@cuD4RRn-(fCq$LXktaSfsCTM56^So z(d-o68qh<=ZMM1<pFILx=n+u4 z?RxV)UPr&F@19rNbha4E1w#ed0?!8l@_6t!74Ge>d0J&DW#=DH<;MOAR{0%1)FljB zhE2$6`L(+05-^REH^}+B*tDy8Gu?sm}K4Pu(ib_ir80rpw9Hc?Srw_N)K zIl%Eap1T!WJOJ;G`Epmh;dfsf($Ho|oP2{ybQ0=u6;nm0a)R|LfO0|w{S$f+vOB3Wfc7J<+w-BX! z=#jl&g{eC~5cg9b+IM4!0Rrw8?vswpqzmSv(|{^~gK*!uZ(kyo0yH-hP^3~qudgX7U=y=g}vHBeFDBPDA8 z4Lg8JgITl637%CF$Z|NT)IZt~9r+i0*I!F&-X+XZxxwS-=jetwBTY#RwTU-g-NQV2WO+Tm%1or! zF_gB6*R=1exuL9|!akc>9Sxo6Vz^WRd}yWXM@j8zOsvyj%UHL9dQ>L-bd0_1KdT-= z;;qu+eBuYnuVHr=VC>!H9}4_Z7gG-er+9?QqM5sE)BQR*-wF2eY%2Cvo@Au74^4da zM#p7%B_tPlAO?>1*W^_# zm-yNy6bZuIxB%;YaQ^ZXjcuzlnzcKKnDs`JQjyU2eNd-(K>U;{>N5YEn9h8P&fc*N z>D2$IAqw&mLvy{BC#G`y*?;zN|F%A`DZE)QQ^dMc{tpv6RP?7|c_=@~S#b0IYr85B z!){Or_J!OL{!$P*bU18?kpM96E07J5=!73EHME z5YS1*exP9qLj7F8u+t41*c8OLNwPx>%}z`7wa=Dg18ty-?c>d0JrRV+n6ImwWxf2+ z!7zRB9Of47NK@mqV-00T$%c^WKM_59RR-eGa+9S$%mQ{BYh%N zx)lN8br7o-69>dDzk}T3fe?*b0cKcKIgefTw-~rY0APKR7MzBBWRF47ekAg})mMaI z#yHU`=KBWbQ4gfI07G$uVhWz%EXo0Z0TRLBZ*)0O&xBF`C|}W3JQV05eiW$l5G`@k zY#QK+p6U&Pu`EQ_MOXTB=BKjGpg8gETiL36@MtY!OC;sY&bZfxf6 zT?J_5CiVb|jGwy06eKJhW+%PssNWXQ+bGYy0F#{vRDs-)15jB3aQN$;F~t`eK?}Zl zrw2nlxqwOfeU<>(#{tL%mo}0}{Wmd_;;6JGI_6#+y7iOTO>qC8;5b}*#ty0!H()S$ zK%AlO@S(uiE28EmE-`vfjJ{*((=+ha$axPqfUxoaJdJoTQI4g0Dt1Vcpy|?ow>|C~ z(L#h0yFp=TNw#gba$e8WF9Qh>FLY=h$9B%izYu2GIro}D0s$CjRo9p{)rBw68YY5N z$o^XJcj~s9RJI-1vMH1$@}@wk_pODasW(JUNC$*y{SM~`Ez9z2&kIeVm?x3{CV@zv$oGKgU0Jl07Nh`WBdni&=p-5yHCQvezaUvN0dai2-m za0K<0e|VPtNLIKUBn>WuhgDHr3nUN5AdQV)M{YKNe*=^$b`SmAne;mQhvFOfkA=&P zp&Hhu`Si$NRtwkQUDcX4!idB6m})rucY$=(`?TRDIADJvpD{ zXdiaS2vBe3B~t5GM~dEf%yZ5{(-q`#JZ2IvN^j-~SEY)0@^{2W2ue%y4F~$c>@V7n z$h6i$+dItz1H}KO&EOX+P0iFISqnms zat$&K3c~5QNCJocN?XH=Jdv)ofF=2#e{BN(7u@t~95;cN-MfjscBS0RxuJ6`jjXR3_tl>R!aOJHJsLjo300ZM(<#fY{%l$4K+NhWiOk z*9D{%#p&NJDTnSB7~_#8`1bJDTb`n6m=q$Vz`HhHW zfT3t~^$KW}#(tWl&On5HKzRv>20lktq<<_XD8x{4Tz&$V^{ywQr!r`ifBAi_X#=VJ;POg z-Dumz*$TiFm2AA47D%eyS!im9RnhR1mC{^K&$FOSG^yIxC4-jCz!80_<93^jFmh)u z*b+_o+>^iy^tGH8f&w~q|E@Y+-c_bgl}|h327n6dk9jtBWV|WC&lRy>r5&^_;)$@b z1Q-d|=Q9B9jBvEz12Lq(L?oom_`LG$6Py_-OY9?qkqPQ%>5&e=nnI}}b7607`fnJO zlBH{k!e|VC#K*Ip*NkhM{wTHa1Q@(YH(t{V4^t&cNOM=$j_)lME@*+LPrUL8#5<~z zm>}h|>5=AOSov}$&U6>})Y-x#Ju$Q)L3ypYHc9Y3`C#L1NOk;~7bx`2`DAy1;ORRK ztO!AmuO9ubjHTIs!SVkjln9q8`i>VVp=oje#Xg6RcRKr zJYJDpW5#7IZaVbu;+@4?C8-@ynHVhksU@V4nX>-CP5Y) z3KP9oxMIFeBkjfYn908DUi+xRh&@Yic?)Nboh`vvNjB3JUuj`^q+k?gp**aRpv%Vt zpz5s=B(@|&k~YYA@q-ykM1CWO8~74#;q&89x!k_I(e;q+ z3qeukrR(oYQh8O+AF}!yCJct?W}$4;?_0ZK-HRo=Pdx^X7tYaV&h-YdT!^M+;GtNP zf*HvM9=CLA!AQfi91g5rSRRXh-FL%x>+5W<2HIK!$90TZUl08EyKS@!m>SdpQ+#s& zreh)MLuZif(RrQF(@cBDaXaU(M(Va(i+c|rxi}g5X=$mP{J)tFu+hEE%}mgr2W70a zWUPUvGlGB&bC8fH*3`F(PLieTCyk&4Yq;}0Ar`t3+Fhbw-ssmg=5WS^iX3CI=;sFP z2p09RiJqqFO%=l2pB zG`_Kx>WI1pVa))YtC|F_v%dcT9~FDxsek0IEr$<(dENY5et)j#NDQP20^Nsjjvx@d zkx}{-H0Bc)dqknnH`EVFMR;OxQJ!iH@9Pv5E%LofZA8{qN?(wska+fBWQD+r{Q9Kj z-Zlv(TEB^2F{`XUB2dBO0#|xkB5m3WSM&s_Jn$3*ZioeHV$|EE=5K(E8qXIlk;m7q z-E;fJF4|Ved)S?R@S(j#uD~vv_~lOLlcMl5_M;Z#K_=Y7O`?WfDgJ5@8&&q;ndiR& z44LFG=CdiVcmjs$(NIb7)HmBF*A_b>L*E?Vc}g4S1Aj}+gp&z@q6?wM)C>edr0-fE zV$iZRRj+6n+>H18ck7#O-L+$n1|^+J-s5k)EIAnL|ZIUssHWrrGjGjK+389ljEr8Pncs0URN4$ z8daep6tgm9*v7~8B^r4Yxn{A2mL6PE@8-IT)6QaJ=k#wP6eVLd*~YHiA(4XZxJ>%mVzD8oMWnT89hjDpeE_b992j?xB0#y`*zs=CUCXMsZ(9- zA_y<(XvR529*VJO{M=^?-0)T4s?XbJ*uvLJA=bgmiCvtAN@Tqmbe+r>DgzPxyHrVt zIdp+St%-o|Cu41fq@424+2r0bYwfA3{=3~n<^3buhi&^nO6p+LFzoZVXKsq?N515M zYgo4v5zAerKFk<2Fo_~yP*KZ*^V;>yf-%<$GpW{#KS?3U)_~PDRr}}$|CZrvhObV~<0>#vp z;ehP7=CUm0?j6ap-q?&&7OYf*l$%y+Zx2r3vLnU1GxHs{K1u?kzFSnVKPj5>y5;5R zp1Ln>7nbmI;;r_yG%gD|8hjrHTNwnaqBz06Yo6+t^M{?i5v1~TajKU_3+PQc1a6O< zy9{swxhQpr$3c6)#GRj5D7O0nzY_+u)%dxj)xH=N7JT@i0GGfu_}xZ~SEJ zt*95GEqwsCUe;QC^=}x^aB{SMbFr#cvzhrDVm)zEnPEKha1k0ZGH_Rs1T{7dnRK{c z3D-N&D8BmK&J{cXJPoXLQg>VFF|^o#MLE(0kl?nyQI&0$>~tp1F|gS=Z%5b?(6t9X zn27jfxJ}4D%7j~8nb#`KWW=E$nTBI~Me9@WdkkHqk*|A78iyuxK!kcPczpW|KoL$! zL)OREyEJ>Ba{F!_D1P>AK=`+SlNgfU{rs@QbPh7CUBi9Adm~pV)f%prF7NF{L?a2?Z@_pi> zi}3g$y$AYT*8a(%@yuy10}8H_-39((qShpdntQ2pOBT2U1>g61i#L0oJ8McHk!kf7 zBOF6iTiqhyBWg$QcYccOt^N8PPo$C{gG{Fkx{(c>F^W^9tDH#72NeVwWQc`av7a9d z&>4srpS;KxZb+KVeiSfRX#!qP(YEc|Ij;PQ{NfXWq7z<9#}%G!tHYmwlzXOMNAu3~ zwbBpN!JjjLVR-Dbv;(f3iyjRWahBEBDy~|-&8M2`vV2Rz^raG7P{oS()ZW)Re?H-- zjKj0i&dRFu_1SBbPFp=D!j}cajn64gyk6#gP8qrIp3nGx@a1U5Wwx-Z&1QQ0vP>A? ztxoJK7yP7(5~nuL>kazcq5Ij1SAB{mAvNkBzP!)r;k@|Ds#88+uhTq!6IZBHr-6mK z%Z)5Sr-9R0(6C6@*zs@N&*;&A@t%~DOih=N7Om3<#r%lho&&!f{suU~GM`8|*FjXi zjbqV%%_Gf9oAgKi&e&l}&JUUpg6Y&a6 zWg@3x@jR)SiBEq^BEswBa8*+^adbnetFAnArVWZ?BVP_LQ47jtv6MqD=C% z)g7x?PxTtZu9xHSu0!;Q_BgQKM=?UTHWnde-XeC z_P!=Gz^iBs#?&LnG-9VKgj3(okb3M=%Zui1E?(IrB`XN7kvGn^`j|i;o zr~Znl+^R>dmQSpbDV;dlpT2Oz#7ALib4WZIevlt6qxm@DzQe~tx1;yW6zASl36ME~ z_zCfJJ_kwkq-jnOw&V8VI;?I{sU~mai z*sybrOW8x?P^49*Gr!`X7G*r;oi8f0_|vaJ*JlbtzQXPEmu2PPc!K4KTR7FTRk-6( z3qX?P+XbMuI|IyHb0_5>ju^`i57)?&0{hyHy6Jnvymp%uC(%RwfW9bC70F zd;h0*jDp3hg?5NyRcT0i%$_P}n?dcyBAM#}^c?y#I{YObSb*tJDV(?%X}Ed`&heKG zp=OJp4ZDXYC$;1sKYpnn4H!mEb>K3+yTex__s53{eM*}T@H7GzrX$? z4z9ClB{DELXaqP`LIMJULlq#{R|iIW#DSqn@_;zl#mSpfH5FY6dycB>%9Sf=HdW)KdIVi0ftv3Kz}AT9XnL{BIec^#1{~Ty zRch$t=@CM|uf2VFOIzC`4GoQC!K-=FhH$`vbO1fw;%uYuCvc3HuoOQD#hPoKZu@;; z5sLj<@w{SOEo5P03J2F-d{lb*GPWlLl{qnhYbu_o=BNTN(HjpS^fN2gxSHt4UY)(FXFkm|g*(((ZUuUA^ATrB4&F z{(~9159;NEUm)^tf5C8s*<; z8Y<9rzc+_q>)2iGNUe8Mg_1ID^f`pwtkdCek#-$NDe&V4$FKsVn3Xu~VO zjBym-;nMRG|8W5bjUO&ZCFo93Y$r7}wY*aZ7UU>CdQp6YR`yg$~|{7`pAx8| znBKpCpQE}C+{a5m>Bb@~l2u_jmcjW_vu0u0<|zu^<`0Vigt2iBsOfD+!H(OL%pe`z zR?x)hYRoKEsuA`6ZuT_rZRMY#alQ&+Z@Q=19lPRxbl>TsKFZ`oXi>p)>ht%R!}oXP zs_Qr%;vG{@91qs)j*hE0ik?#@?YfFNZpJ-PNttj=$*n}0VRhaHS^|0Zl{h~&$K4y9 z9UV`Z9h-tQIhHv7aKinr9~dFx(vFVDeqPZky_otxA3Aq5-hHg;;!=ez0lRkyv?u)? z`-wA`vRHn`KBdn!G+6K-9EMW}*-6tw)X)I1j98E$s3d#AeKuy46JvYXwGezi@X1Ia zz<|bBsJQXkQwxyhxZZAh$raicFb?Fz%;T8@$t&w(S9|#2`n(T{aa&OihjAw(XSBol}?!f$*4dxm=t47rE*L=bY7Tv`U#I^mL z4vi)YjIJ3_%^A^TnE|{bTI6IBajtCTaKZINEmvvc>|kXH&^81}N*jzau6dETz`Dmf8VulID3|o zyaHb@pU|DE7q>ieU)-vf)`ni@{#-VR$lcv%-vDipQ@yYI>qyt<^TR!~W}v<8+CJ-C zify>e)&dun?E})R1CkcU7*3rnQ2jE+PQw>HP18*O;fi}A|ED?*RhK@D+tJsVJS_cA zKeRr1YX*2jdv;?u#~i)7mKNKu%N4Qc+;R7lsoa5ZPoQF6PXHvZY+>fLr)$xwI!`S; z4R9aE4e>moA3Zg!sHOUK+WzQL#QnVd9JQvpS|d<(SI-Bo+N1B5V0XO!XGWWFc62#(!17TnX;K|sa8^E;l$()X8GpF|Y{JvOE zX>2tm_C!m-kf(u;qCn8|$!SMtso!}-+ezqEg>XF{sf%EVur+1S?#0dXK-&N~{`-MQ z{q9C3(KBh6K0xDSKDzO<5#NIvq&+7z8^Jqh%xStxNMt;(4pP4ZhuEEc7va8)`z=z= z1X7mXU(p5;*cXoNxGv~s^EDA({zJEQ%dvq&*?G0*rx_+gS zeZpt9ng!!J2KYt&utfk*?W?2foY%!KF-|~;Wy0ex!oS?CQq?8yIBgCGmlUp2)vnGx zh3ygf+l)C^NhCJ(;=0!z4A1OOJ_y)69;v$HegD`|cieq?qC0mYlvHn5@`ldsMg{t~ zVwHmc9Ld7wqz1;qrFnHfAzvjK8NZ{O|9bbl`n`LG*M1meGrUz!>e)Efzau;fO<-jo z*jvQOYPW#-JpXuO0bisDUjO3PXb3-rh_f;aE9)J}Sd9sPs>H&xBcVeo3rRdm5w*e- z*i%CPqZ{w>2KAqm;_s-wEigqFnJhOmK397^H57c{*e(^D?Z@lBS)0sb@(#Npi0W{z zDi|IH2u*~kSW&+f?#Q0QwrbkD(l4p}4|2fuK>hN|!!Cu7CV61C!(Aen;v&?es_$$`#(EYxEjY zrBuT(gO8pP1QDcyAHtC&Yrfrd`qBT|T$sbOB%71T?m&4$&jb(zl*Z_HXX@gWxi4~Jcq*4}h$1Wc{eO}Pz!+EZ*zLXL|GOiiLVqeG4NB7le8bg0b572#U~ttEE|!d`lidD1uQ4Km(7V!M%qaFl zcr_Dx6OD8yzy+B(`J;IBn=oEZLMN3dg*e;~WxZ!|$ihjaU`evY3uPRrYAeuI+d|1P zE#?{lo|)zGqqnC=MWVs$?jSf4Y|43pAOV3BZS;e zOV)3TXg`P->%~<%N&K(phQ_VotIAY*e z5^Za1`v{}Jf%^s_Ha2$DR|6|y3HDj%f#wQ>#unI?iiT~Z1f?z?7U5d7 z&B;0D=kb{TU~(T{DFhV{6J-9VZ>{$w-k+L+ZkCS(0kQdmFwKJQ)V--Pldx*7;^>dx z_f3M22xy8Hd>w8!cNZ99m(nsbcQh`j6$=EFbc{pt&^k?vU|WCn_B0g+1)mz*L3N+j zUd_5{4<*eIW}PRH*}6JbYw5`3DxKo>77kx5&;otf{%k!}ts=m~&E3TdR$t1tfM+KU zxuIchytr(gu$vJ0r#I=?O&ez5{Ya14l`lLs;cg(Jg4yaV&4GvJ?Q=Hzg00fHZa zPp@Z0mrA)!`=}d1TI)=)=oYYw#EKmDNwL_odx-lp3E9p|4`rRqc+RZk=sy@tdGLni zDRBr~hcroVW29K%d$UG3Gc)r(m_S(cOM&*vKwGY-%M{VR?Yue<9cxhIS4l);3v}*9 z&(SzUSZP+xcV57rjbGl8MI;}?r7I6!jfqd!^hin@=C^j_sXiL#ZqNxfk83`y%P36S_)9 z7zh84ytj^uvR(UzC4@n000}{9B$QADq#GopyCtN%I~+<-6bY3^l zJ?GwgKi~cA_tm}s|JIVV2F1md=Xo5zIuif7fBm+>4(GsuqU@VVZOUozB=Fhp15yEd z0tM2=AMk_fpEJUgAO7Cj|J!GPy1bFSaWy@EeV>Pil#H&Wqs zWW}&gBS4M*gf*Q8UksIxqGc6hs4kYr|JsLPNAz$6m3T7+Y%n79hod0yiwQ_k;|Y(- zI?Np%i}x>I-N?hG1^OMjq-` z1G0I0V3M(3xj{Bt$M{~GD`*pA0XWWtf-m+I$F}%-5UjN$lI>LYt_eD(hM%V#m`wwd zn9i1R1xevzy(O`Te)$03uIntn+ZOQhhh*UoQP0%_``LNfzKukfoX1iN_HDCXAjb|* zFX;9LvcK4-x0g($7=bvbti3x`*}d&4B73E}h5G$`^c(`kG*De!GYgav0Q*i0=__Vc zry6)9A>$EAV9oVF7wW2t?mMyu>bBvlHAT-F)`E(oHtou`e{FsZ(ymO_WoY9q5ftp6 z)GnM27e1>&q&JK}BVRLBbMXc4?w-8yr}7PY3zeY#Je)MPS!skUov&z)L141(js$%k zZ+KB5zx&Q%oZ!m(V)N@G41KK9W-FZU4`B5$M$^>Z9goxoWGxHTI09M-2W>%t_c|3e z*<)!v05SX|%{bO^>Ia|)7QII>DG$Bi2rwB{94i)Be5w}OZrGay@!sf%B;17{OMo@= z$~lq4AJsVg2LpB&n+e#-l8}ULJ0bM*YJ#8pn-Qf4i3k^)zc%~KnnT`NJ%9yZGkjL~ z^jOlcoAr;IJZqrTgMbiLNABJSD0%JxPDVx-j@K>5rGZ_^YFn|)8c1rLP7#Ymmg%K8 z$hmP#pU@|sX@9=6ukVC~>*VCtcZXd(l1kXXGn)3{<2S#@9sfio8@ch0AN?C(+z|o%;fxoQ@pn-R3k~J2kVHgD4e)#Lx(Lq6| zyndHe;Okile|2%v1K#f-Wl62LJDq2DOSC&q$b4?!!37DeEMnRmzu08b>$X>JL^+2Sai(E!Vx?FiwCJfx` z5y@DlY-4=%=n=Gy>*Hfot`rLS&`G7=KSC&kS&RTM&c{Rmhlx@-CBQ*!X;2e+o!blJ zM1J=4^~K^+aG$#RGO@jW^Tzc-J1pJL-WBG3QCB{nasY}g6$1k{q%KZ4o~O#XrM@xH zY95S^%xz!$mS7iMRrR!T*_0<`8g;ZlybxJZNXf2fH-CgJgo$+`9a-* z0vKMwz{#oViMh7E-UHx}q|y<-9WbIoWNXCJ*OKZM99Sy|ZT9!~Z#x$WcpvBG=~njV zJs`WXn5(M>y{nX?gdu>-jK|h{@TM?cLfaSag;l>2YVPjt9y!(SIp8*g$`Y^ghU&Cm zNC9MWA}!`%~3fH(xdu7b2I~{ zVj)9;(aeD}okB*o8hIN)FBY z<1+l97;YFuD#Zx;?SumU$f}gnaKSTjpBmNVje;#2CZ3w5&h6nN<49@;>sJAXbKbif z;^j#o7I>pNtRY$0e{Qjk9ka&3_qqN>gws|pntn>9EeEKf6$}Tw6ELAm0-l71Ah|aB z-8-W>XTaV&ejFHE53oyETN?0b=EPvSAoSfVYP zG&u+9iJ-IWS?f!P?J(5Ph_fP{5&*txqy)V`XG|ct=>@R@wO5n(NRs7`8wM|c{O3{W zq-~04U@@8^XPJB3YvP=FsNs=LMBol4`kk;8CU@Xqc#YdmXbCk!7Teatbvx_;s$LbP zDq73n#Mc)|U5{WxhX0}#Hh@JHdk5vN$@MD+o9|%+vX>)E>L7?`6$IW6#b4CnzVsLD zL#xHbeR;7}(X1-Oe{iFP7m2?8xO1R64LG2Dx5YPa%%d1f`3(^&Eg;h2<^V1v+?C7z zXlgNtdm?GTZP&SWV7BHsW&BUujfe>~bdrqkhtl~CM2j`H%6`*E!eg-e+` zJS{M>+pw&K?y{#<4vS(3Wpm@}y+qt@WsJ;q%tupSq4{N1i+U2SuH~{$41P=B0sJ~z z&Nstcp+yD7NRy$c)1b*}dZ6STwRBg43qswGF$QqIBtmQDO7+XKwWBd1YlE#XDP+Qj z_h>8dgzx_Jqn2RDX*mPowQ5<)BX1DJUN~wPRKGlQ-IWKh1f`Yg!0-3TQ!(qPqSfON z`>@H;0BtW9osiTr*sjLJS1}Y9gO}t@8y$_$3KWgmnhR@fm#S7~3V7umP0$sB{|j{^ z`6d`aBhoTWj$yAo^Xlf!o0}8onCvDVoV5p%^B0|sfE%!H^Ag<6H<)$rL%q4_>x*aU zwq81Wp*MfvmQrhh_Q&FeO&#nZxO<(gCeRR9ro}~!K#|Z}N0rQomO9{AjK%zx>ncd| zR&1s87J*hJ{-WELFTN?L&}Hb_ZG#l#gcHItY5}d*)blA)4|P!i5#91Z*->X~iR+Z{kd!Rj!Hn($NB;XEj2_KLCTYd8H1Uo=L5c*fQ*5_c3({{kw zKgxGy!t?fsFB);9<@^)$alPlOYB+7dt4dSAKw6tM{u2L(DMK| zq0YD&Y(4}sLKauMr!r~CLG!1MRRVoU!;#*%jT@zCQ@){;kc|E;Nz-0VPLAQxBW0{| zzRN6PnRRti}-8V}~L;7sG~%2h{Iu z#kH@?*rB#Xs_X_nB4j48l(x_H9Fa6FHMFJ=Y&zcFvx39Hbc+Z--lp-IytDdI>(B_c zfgPX=PQl!-&YkZ3V?F&u3iY;#_>&w6*p&$8#33(Uo4}rY$6o;fyjNF69iX!f zW`k`GZkoLm+^xfZf9r*PvB7;Ud{)dWqU!AE3+$SekTrCL0U38zszM>r5|NQUa-k@qEg0nnA5`YORkOJU=T-369me zTv}D7)u-)IW3r`J??C{$UxRZc7A`cFo-2gcKE_5mVrwpR;e@;#6gb>}F0fmIncT&iVz!Kc}w-BVD1iHuzl#DSF;Awy5C5 z%gV-PyU^PGE6bE)dg+h0ifha%vtE1YC~KBpUNyJey-yJ@xI&~8v3XeYpc7Mpdmxp)3(PmjwRkfP;d z5fTk=D0sRD)5O)YWMN&wWRSw=A4$wc1N(##kGGKp*v}@fM5s`iQF!_DBwPbI=zWKK zbv%oEw;rj6It1T<@uOUP^KNJWRvmTXQY9+pfdJptI!dz)Lp^v*X%%TvLJ>zQ=GueaqAKq`YA4& zr^?I9Ix#uTH~7kCz2E1Cv$mH|mzXq_8gkrX95dswp0DU6ZX58+-e#CQ$~r03)u z-r||cx~T;F8q9&UheHK}!QSOa-nLEvJof`&u~JJn2bp+%s#E;8vG|_k&e7uHEF?jc zEr7808zx)7r#037M6t*TnlI@1Kj~PP*Aw88QIVYo7vsf&O9~aCk%c=-)^cD{zpi-< z_o(6n4sS0mMH&nE5j~B9$qxGP)-lgVTZCGL@HQAo@Xo9220M`jzW&TE8GEj0H$VeG z^>vWBxWm)K)f@kN(ERK1+fdKl|Id$p}uE*w;Vu6?o=!9ip_$D^VN6IxkQpDez_W%3yLNs*~v?~5PN9hM705o_C zaRKuKJbh?aY)wrwHmSv|;fSd>g&kW2e?m~+1>6Hm{=mC1G>L=A;13&xgYrXV_p}>w~^!HoDAbUI_-9Rp&lm^FE)2dG?Pg$m{5a zKeshcX5lTGnCVckdC3zl)2n7lnvPfr>^c#58bC9*=9>un@xkK({Yi7pTtGXIosC7l$w z`m&JWMoz%nl~aoBVmkcKhg0-c8a{%w1GoK6;`pw4Y20|m^Hl?Z7hAZ!Huo#twy0HW z++(|Vx4$~ezHasO9c18ASL%<7^qE+rXN0S=Ra&yv%2;VIhKDQ0Wo407EBVgR7^=A> z$|`nSuy3%|@+UgG0_ii`qpnH97kZ2Y<@UQ_VN9`0-u^tqwSdzI%Fh_4P* z+SP9GvF9bFr3^GQqO^2$Uu$ZnymYoR$qq`Fi+(XC71Zgf=pJRcQepuzWAi*O?;#j~ z@TNyVp8of@7zug>))1y*TIgeiG#??8v%Z35XCJ5qCUP}3jE&R3cXY@B|MX17O#J=~ ziAofsPMHM_;1CIHUUY>(!c7#9jZ%^yr>o0N>UwC5B?~ZL43H#DQf*J`hLm@5M;-OI z&`Gb3zR^8Q6W}RoTzUEOV~3adPN4Yydj9lLTF-VnyFpB8hua8W<+iZDnq}*^I=XP? za!|De?GnmH@*F!G|=KOW}CsaD6!yU=s%{Z;xYBx(L~jc4-|@Yu0sWlut#!Bh3eMYLe18eY*s<#1Bu*sLs6-m5uR-;@`;5 z+AFM0!g4ZAzwV`R;h`eWY11-m*U-aT>{7r`n=Mz^V+dhf5G`8S_s;F=es|Yw&&pvS z?on{i(Vq(D8(4bj=u81)txf(QO)MVh5W4^pu!0;Rixh_-iJ8e7*IaRHCuiqX5D54# zG7=~D1msOQJoR6G!;|9>J(b`Lz)q*N-aE187suNrW<8R--*;wfNp@l`+% zp6`pKfPhZ03;0ABgoO=}gFw!ZnhM~%i~~@!)}U1G5dh?zoSf7M`!T0Wh?c(AFW&oX z5!Qhf;-Rgr!VqsZnir*Q0ZE!}Fgf!Nef#u@SvHNw%R6ZzyE}7|UKGYzBqCJ06+<-h zmvkK&v5THwsvUPX>|ukpVL-p9@meDDzN~~AERp@;hi((D13C96-y}cFwsP~aHg`HJ zutbsk9A4wD@ytmaa6WwYre8J|o0wR|^;>T*=?=f!4jn8aSo#=v5^g$sb-tqkC<|?s ze?I&rE&e{6PT4b%4?)A^4R+$k&TI0RIG`knqZIV&1Tzu879nU`fkwX@aENB0#A0bI zJh2DGCsNip1PtB0mL7u04jqWe)|4ufUL`hHX4&wQ*4uhL($rKZx5OHndn%1Gf+xB5 zXOI^{4?v5+jE%2(hleh!zF7FIWU%)jh(;T#KxF(AxDJft0+ikZ9UvDVuR$vCv$uD% z30C}oZtwGYF&c`*H1Ox&Ls!ZR#cEbT(kLs{>&e5RR&Y7bxhWn%1%hwA?{-rO`_<{7 zLBn5R;>S_gRW&bO0tt@wtyB=e8v_)U{E7I7%>XRyd~-GP7M9slg8qv^3RWD`FHO8;uT}&v-y1dWu(fzhRDc)O=tA1R8rXG7B0o1^2w- z?9bQnG+0)fmwx%mW^1B4%C7Os4VhqR)L@b?XA1yojS~q`(KjNI@hH?mOTiG>*N{b_ z6d)7S`EoLnO&+xfj8$^6p~qImoTFOSZeaKpARS(C_QhY2rrChB^qhom6;N?7QE1`a z%XRAQ+Hy<$!e1(8y8=tngb7NeQg&8uJp7Uz_QC!2jAg@D%IC zE|5CLfWdp62Lr-}aN4kkP~iw%$8BWdHsRx4;9iV925I*_0Notn0z%HvDdWCIP{H>g z1zrLz?<|gPx9)+&WCp}(5Qp=xs}s8HxJg#P(kL~9LU$GTBBFt%`b7592TUl5=?rSX z2VpC>?X9@J;b9@EI6`lb=+A9G_Yj14Xc%OT8UHfxU~6XN6jGQY_l$ig7{}PC+xX*i z+lycOYueE-AnIti_6m7Np5N-k66?k9v2ozFmlY5!jy)+tRNndG#k5!Iu>Od7)=SM5 z+aP(5bvUt>>4)Q^=t_rNHHzfK=jUbbWAL2~4I{H-aoZlU5tq1OY zueC!FFd9h@-ejI?BZ?&WvtU3XNaO!fF__ z3W+R0L;anCXR&^^2^vGJg3rfNdgEO)_XXE*Ge0Qbks(Yl zhLs9xTE0%PplX@t3vH70T6}9Fd->h3t6e;LMo2Y!iswN4#*yocQVPFr>B~2t&3F3g z^s!fx_pA8Uw}pnrsnL&s!Z#m};QAOy?vxf^9(mU5mzai&T*3r_{AwR0q&)-b>Lbf( z-P)7F<4DO+^K5Uq$3DZJS#m+RfI|Q;6w6*FS5iVEOWeazOe>GQbXaJX8O7(4kK9zcgTBSql`gYf)5_tG>3f2>i_SWQ zluly^!mC|eE?PG&w{FQV=_*!r$K85)s~fbnYAgI9C8eV)quXOQ_5tjfRbctJw+r0noCtz^cM-2|;9lL_@fgGI5Sa5Co;MO07ex@1+?3=9q>J~~!QI&?c z5F{9iW$3v|3}-I9a3z*ZeBhv-JbP@3GEyzC*Z~O##NpSHpM#Cb`{V1?ql{MV&LSG$ zI^%3#s_NXo-x(o}nZ0btX2{whyB!|(66Hmas=7*n4nce@EitCm`9`)jfn#y|#%E|& zCn@pzc`+fuJu?!b(XtB049~|m_z^jH?c}K_7CQN~iQ=Nx_|~kcn@3z9a9`+Ch&}V> z)I2F{z*wv-R$#FKqltpbWlBp+%|QP3J{Z8fVN+4D-V+gXgPhL@6@?SAX30y=Wrlc9I(6r(vW^M`_*NrM}E zPoJJ$4bl*j5;HVD5nJAIBp~Nm!9DuY@>;x|uNciKL&h!V_GFb%n(OD=DRn<@QY1tk ziL)0h>Zog!QcXY9?pBD;A~eBuZKrhnaRWB<4hh>+QAcy$_X9#)8IF<0<)s9;`# z`DvX@cmIe-W@Z1q!W`aW^H0vM0{8zzfu2eP3Urt6qz^slqB~39|X`iwmdH0FMyQWu%AZgIK>Ls8>hHBmIt3hHA z0}qep!q>mVJfO=cdr}P)C8Jyr+*?38o&<7c1g)sx;W};9e_d~N8MNzz4Oh+FqRIq? zB#jrgm^=e9l+TCNqlD)D2e&3U(JtgZOpx(vyD3PO+hq%#uUw}apY1ob)$s}HRknrh zGh{yxF^$}zk>ro+3EspejE{Zzs4H9r(dQQWlCiQUCdWC}sUb^GrN%7R+1&ju&w-j> zrIdx$I7x`NMTP`pdrnCoj_AZ>t$X1D(X)dip%Ptp5Vd3mLX|d!#tm{c2%JDxyA$9D zJBc;*(vt5zPvDLPO+Yp4-1HSlKsm{A4OQL&Tu26}-5(o&hp5lxX_wB#!FRp~s#D1& z%wR?T;MS~p<0+Dp%aU;wK!Ki|d!gy`bLa85|9}RF41#wWmwamKW^2y_Iy&+2_sE1F zH8r(Pz$~#MZVX$SE#-jduO5)F%OZT%r5MAJ)`kUZm;5Pfj@0UmdWC|5Gakvw4S)Ld z>D!GdFfsWPpbuNkAY8e_3$8DTMe1XL$ojA*#S1%O-6XPHG{2&LLH-q?NW|Dye9peC%ytaxoe-X^ ziqcxPW6ezBdrz4y^{oYr-)oeez+!g!vlZpai{mVQG!R86elT0HPWwJGOo1;uEW~A8 z_vuluyH9=8p-$zPUG?W>pqWrQ$!~BcxIP0m4-WR$9zsAy5Y5aZP$lnx&OkLiD|a8f z29SITA|g5@#z&>5W}0USBtCkL63fo!ik(wYnR1O3$*~o_9ocRs+XF`_Lgrqu&q<4T z|Do!H1&F|kccz1(Bdshm(11=}yP2n-fK{c3OPEFhIkXZm>ZX8ux0B6oTyd~Br0y!S zie{4e@yMwrUC+}KBYn$Ynd(E_tn_C|R!{TSG08$Ul=uw?>M}h$#*_oz*-}Q2i4xtG zN}U-RCfhE}x%s^o7%J}FFJ=y5TytOZG04=deBZT4`<_6yv+Nt=YK3z8TCw7I)=Fm? zdbZHAXWwwA8eJ4k*pS4_-j8VpdLF5^-S_KJ?I1(woUI$i%Y&JchHSR&B_E{n-Alcc*rmv)9_!{_7A=cG&SdUrA z_0f|8^-GBmv|RkS^na#&^xXSDsi;?+o~@~i7=y7eF7ZH!9J z!P{=meOHVPUCKn$g$FY35uFt^*i(<4j=G)`-Y1)bkJZfP59m5=2C&VolEB|o07XO6 zg9l%rJA{Npe-f?+pl`|tpjspmOtIgXi$*G)sbF<)-WD`B0&yd!UjEh4$I?eorl(ah z2uE{I{`e~X)yMTYc_QFD^)^pq#bXyu)M0i>RH%79R+(EBFdlU%aQ}zSlRA)(AWT+P z)~iB+0bx9i4nB_PcteGYqsoCtVb{M08PYv%#zBV#!w$^J!B)}MVOv)u4wd^ruEvi* zMIS>ksPia}iNlzytrBfEGWqlQJ);glufnjn@uGz3kI>Bj>(d zwXx#oRO||DTWetFFa9)3fB%uHzEfI_tSmn3(W=v0y#y9=((PjqPhWbXD0mdJvby@I z!_A%2d+X80RC#WbS+fZM{x$ zsoA%au^nw)Wl;X%n3J3lc^qxGa`IAnZ-ekdA}c|=E8*hx9?_?FY(JP;XGus22)-6X z*+pAIa`I=^a-)c@`{ThlOcPJa3A1r9;j62^KMn>%508wD+1#{>kN;M=O*bjn@yvL5 zjBTK!tt}f~T2hh$HZ8UTm^kf}dk<@6Cm1NulE(Yy8!kxHcn^T6-0GDXX2`P6U3Z}l zlixoCfrA79;QXnDng4D6`nYlk2!GD@qWrf;6PN+RyR^Lg6#&6@)5~(6cGy@$;Ydj5 zq~SzR=1hS@4{$4~_044@tUAxY2o7{ztr8lsrHK!M6PcNj7NaW1V81D6RP4SkZF_kv zeQ_N3g0-a2q`nlxOybKlfV;(B{prqH@!Tixg?E>pa5vwdPPKaxq^n!S_t*v| zWwr#Cgu3o{eE3w}`c8MXsb;{e<5D=ma$@p0ML1{qh3ee{DqN9&3!BHA2$yYKKR-&WxejHWN3@M z=KK@H1IB@oYh#-_ZYKmoo~MG*@6?v{eH>cvPF|->vGW0dv{88+q|DYv$7yhCS`(9C zU;&9+5Pm!F3{pae8h8vKA?(U;p0)#EbOJpstyoS@&PWf(820(eZejoS#Nw}maUIG( znPV>LL{LVA?OwR5{|~AflK+3Bs?>=AP2M1NJU4m(Sngmm)M`ZUXhX?_x2Tv{;zHvK zvef6kT@IH_p4#x~Q%e%Z4&_?b$Zt>TV|{zDuh3mmN3{9*`$vmFCcfPT0$u|RmaETZ zoww=cC){jtl#gQao(MH_{4aEsHviwz)#fY>(zA?}cHWJV(lZX8 z@}wLgjaCv4ox-nvUZZ#ROU?a3cfYJnkagkK`O>0dz4Y6=?|~-23(OFM;K$mF(x^m9Jy>@(l{ttxmh3n=vRLl>`r4yjPAvPJwa;FdZO-r##- z3fGWUa z+x1zH^Q;=vy?~}4119*fP#z(736td{meyrOyrcH~tMB0y61gA|Y|9{}2UOKboS z@c(vTphr~v$v<&ia0P676vE<$yAz(2)F9oh2V`cjSH=I+-@D0cs?S5@`Of`Ex+JnpCMI|J z9T+U`;YuawrKVA6kiUO%e%A^J79&9x##Dvv14dkXIG_wW0Tz6Bv%*&>8pu;GlK)zIWG)jk)K9TaMon{9V3uQ7F*3X)R$R}$`&PWbjQ9OxVIu| zz|nU4qA@j91Vq2CDEWbXMcuPMISN9mtEZROPDW}}(B!S+{WS>Rz#=dSbk%Rt_=+x( z3Gf-@i%pMy0a0w>zP7^n^bT;jt5xapqcS!46ZqY6Tl$VQS?^sbUc3D^v;lHJxftI} zFkd*f>zx$(`^=N77^ISP@#iw8rH5flDHew4BB;zXgpHP@myy$2ZE(dNE=e2O^6iS_ z3(_Mt1FsOF!XufZBrSp5mtnS7qPO9iVnrhug{c6AR-nqsXI}-(HhMP*#_UMD1n?&I zSpO?rV1q->MhQKb!@CA6H$;ddX18yr{=`7_#wbQ|pM?_B%Ce!RB@&fqMl=W`18l+TnGfCRSp*_x@U~p zV%>_U1F6~3I@V+LmO*`PML9_BhjtmJ3?zEI$E3|k*T*r#aPUo6VPk^vB zcvzCM?mOy^mZA>Dep(%Xjk|%@&ZWet&oo1HCFF&IHm-3U_qv+_kf4^gl#465l8hf6 zrOl-)RteMK@HaM@f(_>j-t=1+NPpED0KIuiC-33w1t6No_S!rGzPJkX233pyR;U@z z^p{HW6yW3Qo1rf~`~<*6luhYPWXh)oHnjqPB*%LJkEO_9ItS8xS++qAQykzrv#pUd zae14L=c(us7_-jlZ(8A{MKk;tbWYYBH2_>jjWzveQM3C%?79jV4?P2~4TdvN$rgSe z0KvMV;Y6o_l){nLG~cUP7hNtv{2KF~mba8GFm?g2QGT6W-u7k6y;}4X0H=6buc((C zY9(LVT}fG!gkJR|n9GFFkl{Y5<1HRr|FnP0@fgpws_7}&aE%m>?y~gh^vV_+FhXnk z$ZFL8%7`Jp8+*TRN+z_YVO{CDnoYWzre`-H<;1_+DaGCOuj!S$NnKaFh#TE{M zPO?$)@RVTwD4C5haukfeV0Wu>Zay}teGX?o8=+VYqEH+MLt`p_VbHEh-fiWfR{Fr_y~s*n83 zpV`&p&1-)2UR_=7#=i3d*CBEj&k)zzjSqXZ->k`cvU;H3Gck&WMf~)HJ|NvLEG5h+ z-~tj7k4DY6EJ=M;pWbuKO$n8y@e9H>*b3xf-V`B+jj=c8c{)nQcl=&Qr&nHP8HIfsu ziq_2=*7dOf+|Tm<7r0*y*&P59;?Kgy%a}VxlF$mNQT9kqszx&np!-$p$4 zh?6*4ddZg<^HxSsCJ$F}LbsHaf3%;ca8bVXwf|_>J87kD0{Qk&y#4Ne$bqPuRP^_6 zWQ#Tf>YtYwry>xQ{WK2m4XTzu5(*a^mh8QwuN;WUIPUWy5%Eo8&l*U|*Dn1QhneVX zV2;vuR#$5Rf|Pvk33P!0Ft)B?95eU=h=5x>xdZU+Xa>2M)9_`+WDhZ<|0hsuId>9h zSO>H`7DX>%G zE_JI^u%8D1{B~<8`Fi56q5X0ow514Xw5%z{zh61y6w!ra`Q*2)K-I`!yA@6VCa#2R zuIPdTiHIwijE9^KF8o{bLL1hL;)Y&@3zunXpO*dZ2p1ucLTv+F3Aq_QeQ_r za^tGCdWO}fAMD?2#n-$YE0b7kXW>gOkO7~Tn_{_!S2W4>O(Gtak|(<&J=_VvmnRQ` zhCGj(RVfW35%))IaWv{1;wW|oX!3^ha8W7I2S0uUHU3X%1s}Tr^vFF>0ei&_;Ds!* zH-O=P?jCz`liV=5!ML4oReK72D<+D|iGYnfIlBN|$wNwfYn0}T@_h-vIt!RT(bI&= zy+M;#N+TM>1LiOqJPpJABgd5ATA+X>Yuj+XrM?Zf%=eUl6oY2a3gn-Ri4Py>s^0up z7Qi(2S>m|O@E!O;$8&38f$~BS>XlPn(|C$PHdn~8{UXP|NIg7$A*Ge!YtX>j@XeBO zgp*ej0umg*zQg*K)>FZ$M1aR5V4u*}_)L~pS9^meU;US#M9rIOLzNOfndye*kxayQ zJMF!wluu^Kg%9I@etf!Nm3O5bWAEXce<79>5%yXcH3y03{evPA+cj|LbWa=Fo69T6 z+skXOJ}&{aTaHpm@+L@mfR?aYvw3yH2Y9U~V=32?k7q_)f7T_Vf2t8eTeuVTZVquM zb*kY5b)%qZwLFG2wGO=nrL^O$?#ei2qFccc5B_&aNJ&>aC-ekW$b!8t!uJtm4`7{? z?2ZfuUUf}Qga!?u^>y92^JdrMO3yrD~AT0sq_yTlWuB?Q4C%HX1zZdre z%E6HC65KMpgY_-m;Qt4$Li9IUrB{iP?qM3v_N!~K)XwWh1JTr?j`YolW9zGTYe(1dWqpGqifXKNqq z`gp!46rrR2VtU0mkWILx`uJv=V~-qmk}S@AYfiM&XjN6-?d+#Yt>dcJbW6r>hDjxp zv!0Geb%gzlNS9O_o=Sd~yoorvTh|JFlwMKsXQdcf9jI3V8+V6vyfLjrrLbQ@OUov; z2Y!q?KQoNtSkhu74sj(e=4Kuf`%WGU879XIaVXL8d8KJ0&XuQa$z{H$(6|t!v_3_x zHP!~j(bw{x~eNMl!$J zpXWemd7jL{IX!`5t`}PFX8GIhO$2oZtLi#<-q$ZV8x6(dSu>H@LQ~+&k5ZbbH^%to z6csh+u<_p$2b(c|yQWcHf$@v1#Ydvmh|hNPcz~D!lg)hZN=Z0Hwge3*=~$ zN%!^R(2GaOUo}uj#WF`rm7_?y{iBbQsvyt1_gnd z#Rey%G#?VsVEsoGlq>?FS6sceS64fF7y{;dOGKx@=B1cq2V`$eoFlpki9Icky5*id zQ-TNTwyxH6_xxdJ_-7w8kjSeF2>$y60tb;zCg_W%VCaQ@?oDJqi~tA~+6N_5H?p4b zdlJmJ4DhHC{A{G}u$4=|~#nB@zY{)d9wtA&& z5VYxfHdH986Q&9`0*D*f41OGD1xZ6CZeBuvfjKAWS#b*_|4(k|Ys#*$g~oMn)AbNN zx0FI$(g)>y-JB?)>c%Xs1_6ghg$gHSwmcRkWmGPucW3zwU+=q7ESY;-PWwmKtPGyB z_sQYsooh|4D7=fTsFtdl!OW=15u3uV67{^dZMc{AiJgq!vG3wp27wjN;{qwINEt3z z&`0!DV&9z!os`^%LNV+zwvXveT=1EvJoVVr4Bu7dnTE?K#01$_@W;f@u&L(st9PHJ zJIQRs<@YDeIx64JzO;KYI8wlhbCUloTp?23jQ=*_0$P|r14Pg*=j6!KC{unVFmx7V z?TjACdgtp%KJ&=a2WE2X zuCbDlxtOtP&y`LBuH@6Vf$nt4!(=Az7`qCPRm5l5xSfnlxKWbw_M=FbUi`X|SMfIx zD)0Q#0ADc$C#lWF-0-l(OaU)Mva3Nn(NVLUCrGJ$Y}yHJLz_$ZJP(AqzIKES(~kzg z?BDx9fULBPGIm;tK1Knit}FBk(2G_CRDUTUgo`doCO9t)*6PloGRY_}JmXzWs*~E>27j#sW)B zhJa1uFUzXvR3C*=Eq;8yQc*Wx&Q2;}XhmR*y19)@_VeZcY?6_I>(KeoMH*Wu)h2?CBgA3(wBvp^W+FyGgP(oJTFe-ynp4__=;;t-7XiAr13ACKXwW zLL(q?*UUUNOaK!Xw0^rzL>Z&yMC`V!dUEAD6jt)_BNf24FNCueNUzPyr zN8K<8g&hWETU%TA!Q>RThp$*&+eyq(?Ja{sjVK-8H&2eS>zr%5m8gjQL?3zl1#vhX$U$7*_b$q;x_*Gfiqm*)TGm zBa=>l$GB(XwbSbAMo;<9{xSKlk7ZBBjz=n1l9*Mz&WnW9reTM1(MEY2+AdCwYF^sI zrQrm$nzXbT-#g*m81rX28D{Q}6#Kj_6RUTv7=`#XmlE`Q{a=>)&&h_{hRWEyUJO4= znq+2t%xggZSPbjaIiJl3r)ehTgNaOQH78S@Ahi_c(wEugRG+L?9-%9L?gX)SBiLlf zkb)*oe0FyaofN3CCZOqKNqwkKn-7RqMfHwI*vKeX#$3s-aNk@3yeWrN&gB9K_fp-h zZIN@Cj)pMMmjL{fF?QylDDvzDBo@+v6G*hY&N{*;;RZ<$A>bj}6o`K=-lacXc!S`v2Wx?%~8Zz>6?MsPZvzyYR9SW-q znRp((ZbqvQdEXl>C+Pq*&%_`x@1X#bI=j6leh92`C@5V7=3SAWmU$?3j@o>HTu z?wAa?6Sxjhp}jmhb-x#p#rB~)$eng8VIB~uLj)BSxWUAAgC7(9k?ao8M8ye&6Du2W z>VZ)2=!Ap^AU%`CbQW0RA4HI{bu&@}frM~M1mktze{g#Ii#bOq1fXWQOZAHWejEAw^Drm^1U7A!1oY4!Y@2w`rG!2@*NA_^a9Eg`H{wASt3x2!E<8N^ z{nC>0CqZwwqFfgy;gKuXECG3Zkl|v6bbSETDadfK_pvhrC=rq%C#0fcH#0MH`Z-8* zRII9Gawn>N2w%};ZNqbSgAWdzP3%vjLWPgKHh0b9_3s0y?gL0q?EwRr^YqKgcV~oj zNpI2&gHUA#(Ak0}k(yB<5h8}W6Oq^B-0GW6Ydcl;J|lx3nLu;<_U)=ZE1s0{0FlUq zOi#0XxXMJwN&C+qUsl0aiO1fO)cC4MZ@iLNHXOLEukzuIa$;SqO0GAf4O6E~EAJ`} zaQQd*Z;$03=)XRYJQ0kUZf~jvi4j3(I>6oGeX^4ujNce+)W7uW8U%Be0O~-;Gw5iS zRPjVPUy38GAD#T%2k+1a%f-``G8IY;eS44!+Q8^fpDeEp+!mTpx_WxB$=?G)6{!j6 z-3L~2Gr$S1ITpE*Fa1Ij=p(&s5C3Jjbg>LhceAowqzFD!U79H9J(iZmreE_+O)ciU zk?nfGn#)JJ*==j$#q(q9c~yU3W~gry=Y1e}2RkAiU}6teonps#8X33O4ysYwZ_fD% zH`(J?#RIaPD%!gIuk9Ab7kQd1v9WAeF8u~JTLs9`_+l}e$Ub>?)@nJfyfLTCz zSFo^PMPTO==feZ}X8Dwt6ZT+us)STXBb_6_?vbqYRciiCrMs<(!TrFhP$jP!j=K_- zdyP@L0i8qyyX?&HGCzEHc)IMuF-5R>jqwG)nThDvvsU3$YNK;2kWKLc>8t9QstknO((qyyglvnTMUgR5sl5XAxS+Ev(+ck`&nscK>7^%6h+ zNu=<+b-|Q*d`jV29k_&O_pX{4V>Cdtajn~ua8SM1(c=^o4}#X%td~3~&VqsDJc`-hx>Gn91kx0j<&1d4}r|&G~Wk&xTnS%Nx~e11E)r z+xQ)4gas$ng*N$Tt?x_Aecg@$WuJY$9YV^TbaPPGu3GY{Agu>Ekl6)TTZK*+(30qz zPfsG)W`=z;4qz7*G<_E#LMdp1hN$`mRRij?4GsyI02C-C40pLGYHK9mwwX|ZpFFcp zuGu=-o*uva^??nOy^WZdxC=<9vp=9Vv?W?w{K9wOF-pervi z?;?UTP#lt>qG|ZE)pOqe~ zTdW!Iq^fz3_18(^=sqAh+3C!JDN zQBnIjsw8cL?Iw(-FJurGcp4rSicQLv2h(P-gW1{aQDg6YZp2e*UC?D_F|e2qMH17+pKBR(Hy+6Gr@TpG)T;9Dr9 zH0Co{j2~(Wg5(4x?f59eiZJvZ@Wg$o|%hIuldDwf!f;3frHxmnEK)^4t2!S z)Q70F)>`uWQJ>#E8+x1=KMuTzle3rO z!LN(_j_Q%z@mbf+xrW`jleNTw_4=J@ec#PQLqKHcXXbpCdQBXJOm{RF<*P6@qIedx z)+ufhG8Yr^Gcvy@7!$=|iPN)>I3iVqN?Z6QvLjb*ZLh$p& zVtGTt@ub2KLneC8)TXe0lnQpTP|K#2l2FJ~ArM2kXj_OTP*w#^OysuxJWyx@mwQ9$ zVk(wC_gIU1KW=n6XFtF&$IoK>hA!H$mUPilAq391NuWEBn!Ds zCq2X4QdlbaL|0r)$4|&{Ib~sBm)85e%fg3!cBA~g6LRnOKF)7lW26=QbbJ?iy$&sQ z2bjbw1em8-SbJ-GcRZ7QvKwt``#lMSyCbj^wmPANwzTZeCW!s3k5Sp*2tS`BcKRaM zjbFaWBbLPN4N?-)CDI@%9nvutAW{la zlF~?wbPWRnf`W93l#3%Sb4 zx+fC#ff_xjC1AvjI`nOT_NE}FMy(7obD3Vv5U;T!)8rELz-h}!O@ZHU%!TMJi2EXy zl~FCUJ(#QQw`_2MOKi<9to!d3Pn#iL#aFK1%b9MOah0iU5X#3yHVNYKukH=BWnFUY zlgXhSx0wC%c0OHE?M67OX^16NDJ^WTppU-L-`qE`Rs4eH=jt?IG7i^h9^GnuMwn#{oyRB4dP; z@=IFOQ-YW0)&;LhC=7k+S=~BmzAh)5J-A3PbR7PgLpx1`FsL=j@3kAP};@QuIHaQiWM~;zrg#Em&kaK zkWz-f(Eud3{B!Rq{K$Sm%}<~6Bvldh)>mk>eh*TMiHpYJ{{8p<20fmMXY)o*)M~;_ zoHR`6xaXQvSG`?RA zSyw=52f_O^a@(b9IoTVrAlkdvJgm=-eQcydL618Ky}mYq2UT z`?FOHHV<>;dviYrO-n_?&_dqa(AcI9oS{MJsbr(lB0uVWz2p=wzQ?%&M3ex8ahsyB z8XTMS?Y&<&|I@4m000By)X>zph#j51eZZJkJ*c=!(4{pA@;7&?bgb*Zd@CcB-!J|F z&Rf+P&%>h-dsElE(V3#oa&Gn>c=6mLsP1`Q%-gHpqV<_m;go1_2>NM%or%P^_(bp= z>?5a(5H7k`q`5RL^B&0MLYh%VJCDUWAbvZct{5V9LazK4l%>bU6vQF_fv(jm@b9Cd zqlUT2OP;qkg(uILnh~4(Ik|OnPZf&~MpH}#kSt0ySRB?zP~kBtukx}~rT}#m&zY3> z;~Ce}NvptK%=b=qhZB``S!9mCx;(k#?n{$F9-Unv$idY?by*itehqps)GH!Op?;bt#Wayq8Z`krf`taZ%; zif)Y)nW*mrJDj7Ei2Nqiy=p@r=zY~lv*@kDFJq@+M8pvMew61J>ppXxqiBnX`9%Fx zZa1QCF07tq zJDV8=t#*>Dp7?Y=Yc7tF zrEkPO=-it)LhT?ioP7PMxsc>KQ%qCh)j-r-pX?K`@;NIZ=PGQiJD3$Rv;rvM4{Y1P z^2waFIik_*5Myl}g7@;Sz5)0|1F_6F?{$r*sex{gSGT2&I_5!(d8PeTbg~ zq>_drCo?&4q}40w(tI29p1`(>OE8ife`FrV-y~>=Y<5MkZ>T{5&Qg6nE)%J9RO(AY zz*>$QrvFcXt1k2h#R2mbQSP_m<1zv_35@Q?F-suk38JI-99sZiWD`?l_tGBh=G&KBUu&VN>kY6h{{|vxuukOq3@N1K*B<&8LJ(FsY?$?vymNne z0zt}*Y-|9S=RE31Mz&`O#2|k_Q{@luOmR8~h=|X5F?^!Nhu-q0xdT0ser2sMU`75( zPKFPm3E&uHoIT-{k-n>(w}7qDICvz*q&$1fDy15p;a~2Ev}&{wliuTVI7&W^X3&B? z5kBD?P>ZtAzIe%|f0`qVoV!$AczC;WW-c{g`j_q&&vadjpkF3#)UzHc)p*|l;h~GL zu7aqPb{#!exr_J5R2W@suqP9o7o!W@MPoA>0-(lhYa+Dfc-5Z2$YlZMEx%qeXlP6D zqF~GRTg959tzqMdY2rGdcHJP#-Kt3ufnOY?hn^y$zVy5=7_6yuEm;tbdZ~$rL~xCFyAv8VNvze(Y;X0{X|WIHpAbM@h)zkYIcb>rBJ*O zl+iKUA7AnnY1@wFyQ?AYtF%!46D=oEOCA@}{nf9i;S}+3KI^&!i-Fg?la;wzj8zo^s*+d%oWbF9B0%Alu`$W<5nby|}8kHZG1nES>TMGTMKpJbjx zs*;WKegw50^M?To!LY;vPLi9A9Xjf^Pu^eXC8;rvM~afx-A|I&7oW-fO}DJ?F77ux|Dd_qEAYTM3ildl z6&A9)K1!cc38|_fA}MI3`L0GIN+i|OzXMV@d`jO^n-bj^h{e4eYZ}_KY423+pU%Gp zepf8l=wD7`R-~{?=KQkmlTS)+>DGFc`q6}wB-|Xx@Nw_yX`FLfaLCB}u!PE@_+A>u z`NFJ5zs`WNCq0G=|0+oVvl3gSAs?fUiZ=o2UcP+HpYcT~QM!HnF!Pt%#>>{=UwmG# zBD1H$rilFzjdOwtxqa|3#}Z6nd21LXYCu7sO~o(StYpM6i)8jKFU<0a%z@!`^1Oz> zvo3@mnI6LagoX3ai)@HQob-NB|MSRix~C5|^-f+mt2uvJUp3t$5sd-1fOHqQTQW4T zRG{8q=Z&>tk$dk+;@dvm)50>~BGFoHhhFSadl6YM>LiS;3GSxX{G56>tWkdtZh)vq zm_J9pxp}xrhD{C76w6oYxGYaT&|r*3jpUtu_CvbSy$8SlQtgIr28%hDx$_$jJLz+!Ag~; zx2>+QAo{$Yjk}jDPwxguoX!v2U3A^96j=ugJ`SikPSeK`myAy~l{K1{sM3!&=AqwH zKnk$$dQ{J6Ke9n*Ji7PDdnqcSlt0PSi^XPOsSU4KmY6dlqw&dB;7U#tI$2>!bQp4$&akv*bPoCptQ$;J_pTwCaGJ>!K)!V>HeyJG!^KB0QTwJx`CJR|wvQ2ldi|I+1zK>vGK#$a;A%+2l2x zd-BHdcxZ~=|0S}n7(V;5QGcmWxIP0S<^Mx8?~o|);r2yES?b$>p7@teL~@FHjoVc$2@SlusVdQ z!?o+Alh&KZgNDzg;;XiPxgcv!ss$>%_wtWj3fbtVJ?1apqe#VHjw8ifru|-DYh6T3 zm@l2Y@e6a@maS-J6>86?Pu z;<0y%I6gB{65Lgh%~Jnvns7Ki=Aqesn|yaY5c)N$Gwx%1p zUn@m(e?|n~c^pvMr!Bw9EgJtu2--1Qd~Y*!PlcRMRwI)# zdvx)EEze+29Va?H*MQP5{G%t<$gRi6^59u%6PZQQi*y0Xk<~HEXxJ3(?~3~l9egye z-ZptYG(O4I9?OL?lC{U020Y123L5^L=_JaO_3WqOa#QF{2=S|MFB9uCMFt&hsvv|C z=N26;xzUAsFuO%N*}ONueysbh0DyUoUy`eXrqr|=QB#hY=t2y)!h`Pj%hiw-tUdx; zb7DFR`{aH|f=5XH?J@6cYj2`rZ&P#~6dt|A*ma`DhkON1uFrP(yWkLz;tVa1~UQuHC57ws4W+%qPkQhsX%>YKCL zN&>&vKc!ALi`ChNmM14 zYLjssw42!x>gGaqB!-oavy?84pDvPHi7JWlZ=ykjq@N|Yr@9Rms7&rWdwT&{mciz4 zrFWYD`PMX$7jPVR8sc<#^lqWZ!}lYoX>{!k_3nLZGYKejLI2^is+Qd`%8>n$wQzLD zdRdZ5U+yGS@7^l}%wNkjv5*p%H2CxzPo>J8HcI(@*?Z96$s`mSgimcb>I|QYZhLY{ zMib7KzyG3&^HPd{33~A0Psc>AN*Lr3lM0;-RW}z>i04}uj#S$#d7)~0d%?>Bgl=L* zclLMpJS^TMaKS$ExT9)Gt!sWX*xc%@H$qe7&m`i_tt_;eTFg2DTAxI==Zk=4k72 z^A~PrC^qCzE}WOm50FJxI2DOwk!C1_9!lmMnrhi5qe~R^2$f=8=+#qpnAq|GWtChF za#5PB1BVb*SL@Ru0}Dk1hMo|em<*TpGe9N8U-|Yfe#Wf*YSS56PparN4+D=^C0`n# zx;%PwU)CL%n_af+ZPg#d29}ssjNYK8l2{S$iEDzzmXak3kqj*qH-JcdVQnNH7%?Pcxa)vQgvb@#u1W48wHsbj@;yW>-L9;U*B#S8<*)DLxVU+%!=lC1TlA<=U+*n_Kl`^aI*#5y4yo z1i88Gb&o8&OVfFyH?+6oW0P{|c#P1gvohYl;cSTV>2odON)_Q~&JHr#>FSgxhIk(^ zRa-@dpBYF$yZBpM8SsX7R%e1CAZ))+&bR2E?7q^^qYgnw)#1-IRs0xy;Ee`pL zIDc4KPy5m#tsJ*wJm^;rQ%rnjd(r+ZS9DWbc8Q<@=~6$x2LJn|d~sg=L2LtlJ4cX0 z-thn6G^=+^n7SmCsu+C3jb0fNBU1aj1y=rf$;WAC5Fgp%aPXF~9eQAt7lZLJwnYjF zs(Nghzt{mkowHD;v1bsfOzDfxxbA!G+rQKf=*aS{8P@;yDSvh`3u_09cT33?oR7PR zCV;o5B3s|olDa{?l8GQ5=xEgEpuw-a4q`9vU5Q7}lOij#Jfc&>bG*YDGzhm3?o4@1 z6J#abwuUQ~Q~GJh$I`ra4n}${ns=cu4I8udT+y1znJ=08#r0h?4-&iouT}kNLj#%2 z;D%7hAkOJG{6KPLs)7$q(4O6=lPf{UbO9A|wfE1x%M=r~9Pqff8d5-cZuC?mEEZ@H zFRODW$`M(y73)dqgdmqj)GBkY>4^f0vN%h)*>D{De%rRZHL2&pWUcp58TR{P0@^7@ zXY1Fv41>LkLfI`|S;54xc%3Dla1cwMMb+SLX0SDM8mu)XLN&Dboq!opS+)gFQW|xd z?46ORf>WgmOzZ8MjQ=j1d!~%wuMxC~MkdytW|V+m+Lb{bDmR{~#5Q46U9o_Y%3F=a zE$oK0mp4^se%G>a=LdokwZRfp{n37!kRgBqDe5ts%L0h9c6jl7I?T7;@)Mm!A`DGj z6)C?U`2#39sJeZ{SE@?C+D0&URuiKmtQX#1T)J!BOwN#!s&K5*`Poe3Hl_}^Sl%V^ zx59sz6Qr_0Ak@amUB*7LC5Yu27kP0dpdb_`(L+E|UaRY>f88SntmlI?`2pKf{d-Tw z+eUrK*zoG`JP#@j*10Jn+5!jMSgQ3yzN<%(01Q^0o4hy9G49d3x+}tZ#x5$0ON*hD zrvdenKdyjip^2jgAnKbXliLnME0*`sHk=keli+>3(z*#<{js?Dgzr+(_xN_@t-dCC z%)#GG2$$y?bLav(o$T9mh)3ZQy8>qN8c*W(U4T+#m@X>u{upKQkZgI>sJHmRP87u> zcGmTDzDy1#U9{~QjrSi!_dx(o*=o^$mj1b_5V=I?1!Rs*;qSe+w3sMo-0oAZt9>{e zc^O)h_s&b4JCVb^l9S!wDVz7yI~b&>*%rU!J9;qyzc0(qo3^@5!;Zfb$uX3qHh=Q0 z@~3vBk~*LHo?B@%8wpsx+!8OynW@zGVO$yC;q*Cq<-1PSDg8UXx|ppxhGQzEIcmSw zTeRUr>3arweYPS&WLk{cWFg0TXW|-ML!`M#|i+fJtlK)O22qc9>u5k zp9Zq*m-BG6bSxZDab9xIK>UW+nhTE~ZbrQ$U9N9$sR7_S;LLv>{^nxB3_0_VGG0!3 zZG#!ad^2&Xu_{+~lXz^aR%Vv0#BMS8P=@^W%;>j?npm%Z#d$TC1Sx!q%Y+fVQ?FXNPp#ADCC~w?wn{Rr6?dqLRcA}2*bbZ+r!%C*+sxq+ZTfYJI ziGGm8m|40Aq+r8T0s7~62k!k*(yRL_io0+3A6ViJu?aB~ny2OCQVWIIq~y!(z~AuCk7Pki+ITomzE8SjoP4C1~!$UyCe#L~|fjQFHTS~Lc zR%|jP;EmC!rPvk8*T2((-TimfIbmNO(;ukG=wlb z|6Im$J|Ki5A}lLaq%*fwlc(_X-q<))yP%c5*BqIxFY1 zaryf*y;DA59>qUdu8XOGK3g4SA@L1~prZYiH_$5;^WAgCeRReVV5T61fhgun!_2}R z(ZVbz;54R{d%#@RDd1~<3OM>Yz@Mt6i^4J)-orrs9l~}+e`8_fq0~>`Vroz&wG2HV zeOTj(*0}+z6pC{&0>wGmZe0#r`mM4)1O1{1zM{4<%Lwdq}Ny-c*g(XMLqz?7b+DTj{}o7rS+}!k!OMyk+E}=Gf@*@ zhYNLV5jxIuso}9K1@9R!L#zv(uf{KfovU@u-Y;Cz`CP|mS{XmfMv^`Dn)jXF!0}JU z3gUXt@jCX^+=nt%d~#?OFJ366<+_Nnuz>n8gxuTN{0iKuC9F`SpN0$)_I3F1$D2j;H}38+C(|>d)b4U`8%A%#di! z|6CwcY_}Ikjz|CbM@6+ErY2O1$!Y>?#C<$2rkDnB?ja{{!xx2PsvpCa$!`>pq(csY zh=)M5@5pU3@b^_^a#k9Cii682Fow$r@%3RwS@_n7Ofp#T^8M=mbEXgF?M8_}{XP*7 z<~N}Lh1fW+Jc+3L%Kbt;E}!B-_k-UVCFhREi+3VF+S~bwTZc8d4>%iF>p(fG#oM5+v)yuZnR zF;VPPbSexr&=Xy;C)}=|04jHnOaPYHrZe}tAdiL=X89Mh+jIT!0pdR$*tG%{6U{$wgD1XC;?)>0lu}3Q)B0`;iWbH`fyc zAV2e5HU0ILaWuz%(-u+7qp^PfH{*ebh8UE&l{ds8HU>yUk zqXbbwzjnrDH{-m65&@*a4$lC5%O`V6U3vFlY^!%`ULrx5zj3hdAnsA!B*{%`b;&E$ zem};}x0pyY01*|8=aGy$4M^GMEG4G%>WeNJ@|u*K7S@Kg?N!t+Pd@T>IuZVBoTz5} zoo-Nj>`20Rd0YRZj{0oWHAB4cy3sg{{&0A#H)p+J;(e>o3WLSuB|K^O6C~=`MW3<^ z@(#P3;e!C@*;vun?sV(gA0$Gg?!O=TQ(~qNtX9ZhXg)E|=I90Bp1_>&i!@lPiRI!E zrsh=Feo=4Lil>M`1ogH=&BYiP4#qqH8FObB%$GLLMXqifOL@0jkCzP(srP5oqonM?X)GUpuZ}yoc51-@Xq}GJfAAV93M(*q|x^oNU5GY z82aK~V)%5$;1f=X(uH-e31hIen2F>Mvw!tF3r%*SZv%}RU&)XY-4y<-aNU`Zf@W62 zU9DuNpk?Vz6cPRlS{Q%1{Uu$|h)A}1H1pzLg_nFF+wop+*J?&QFRniWAv5!Lwg+a< zQCw6|UeO!JfE)&@O5qOyKj}0HpZ%c{BOt>CKJI%HAM_i-gxk)Z6@P9cvkR7J_5`#I z`s%w`oIg|_I|aQDH`9E<`covD9kf9CM_kZYL9#K*%4Fg$LEp{8$HkmIAJ9Zne}-v= z!b2@aXOhQ{vc%+Qt?qM(v0ysI_zCse{_~eCKXU@tIj4aoZ#kzW@qN7T;QxOgNnB#p zn3Q?(|9sp3^GpAKepotiS|V{+-=b_sD5wdfk=w1Vovsm5`K{OM7Vd(nupx}uSZ9N>_+E7GutcLqcn`p*lo zjL!V8NB+Nm`*4EW&fo=|-acs~aLPB`IyCHgWM7$fg(+>9{+`nby3{)ZVqve8V*$qK z1@hKzN$^O~b)Maqa3b! z5?LYGy!e=vi9}v{9w+nk>ggC)bmwf7_zGX+>)g(U$;oop1yY>?*T&{qn^d3XFU+oN z=6gP{HamsJdbZ=Bxw`#xE*Zbhf$O~I3bnn|SiO>%#jT#3 z2|1xcMdkNfj^?s&F0v;P^@eFD??KA|0R~MlI=Sn_zy0oyyRa!S4V5UN#;9Z>46GxPl9#7R$EV8N<3=pqVxz9xXHP zsaL0&QQ}aRp;8GQC?nu81i}^Du?$GH>%)GYm33@A}W#T_cJUw0p^@=z7y`v%}s_{+L67UG| zA+S1^WRfQ~Y9!CB-m1xyv>)))ND*?|2jU47+Gkjv{4Xzn%;W&<#rnJ<{8B%AFcx~u zRsW=?{LX_HF`3m?E{Dti_BxrtNnHxizW9BBs_I@^9(d43q=7;#86s?m=Qg}S%eVV% z{#^v?nl>N?^Ll`TAb`hn_4@P@Ypnr6exA2B5dnw)&@f#Jc-+}5MRuw8Nwe0mN^`6} zo&|&QbmHP^_FLoS5bdJMuzY57bs5; z7DVouB`-s&^_L3SR=8Uq{sBJrSqQQ1`b>zWOBj;ybGRe zG_x>1;#T6`Ops zBt7GwGP^kh+U>G{I=AlkV2?jKVShJ9dhUMLk9MM+>+5XQzVo|FttmBGh= zbz;pKd1>(jow`(^oM#kr+?$kMUg4D z+OSk~Hh_>P!3R&8RoofOG*Ak2GieXVBFi0T%jlrGt^^!uEq?^~#6A)0j);&t?nIWk z0M=^uT?qLZho8U-n@~C#)7t~yUb059b$KRD%fI@$4}Zy%F**vnkKi-O-Zwxdr4JFy zhhU3Cf54;nG(hB&MGR!I%ZIOoKY|^ii+-JQ-tPlD%G~?JV19r-qP#hvoCjnYd-Zai z7T$^eKiP4W&&>=#qib}-mS;E5!_9o=$6Xqh!eKiO8bua06*bhH!%*j{fA^rZyeO9X z<}r`0Po-ZB$vwaF$hNMkb)F*v{1yuXK} zcOZ(dnmxYUuDIHDmBM|s)##iCNaF`7Dh0)|0CRruN}BJjcToNNaRHyB{(sjabkO)@1wrQRY8Zi}?_e*5$Wplc^{H6{*R5TEUwzGF>Bio{xX6wff zzMV*WmxVLP_@9Zm_FV>g3p|CLVrb4rPAJc_xA&_)rPrKvx{g=VyY_X+)SH<#dNu|u z$$%-!b>?it(_7|wU5As;8fv4i2p_x?yAF1lueLXLtC%xVq!RS2^SAj?7MX`N$S2wV zht#pgvH0B9@`2+Ngk1s60d*g5{q+w;|YS(Z}9$SYBHs@Z`L&rq(&XD zZNB>HH#%ZkC-$Z9=w~>fSzUKE@1|sUYlLPerLXp$?vE*bejEkxXuVH}f)0pa*Z*Q) zR3?(>)LiK(9zH+%zM3k(HubQDnCgjbiD1-0?tTa*=l#nb9q0&X5JV1@Lm$qA@lu|a zmS2se!ni@#;t>`vVWAZAzl>87NUk4DQ$Ub`XI=pRFJo>CQN?gcJ;k$2wySN7<5_tX zL`T@>^iXg{DI~1s)A1KTTVHMGS4Cb%Fx$ZI`1i}><1f!bQmMT3x8x>?6~i&hS9v{4 zsR^-vgmI_iesxu+69nGtPib8`%9ORoBdQi_Pnmqjug>Q-_p*vGsNZB`#0DM$`6=B_M0mB>15FL z%?hSQ$|yRI1az)K-#ZYKv-)~7J-E*Q0v2KR!e^mpxY=z zXpol^^^hhwrWbyUPbsk>=QJS{fyv~>gOi0IG{FX$Sad4m@Y#2Pf(73+ai zShbWn+f>=R>2H?Q9NEVN*E{bNNa1z=W-5`p0HT=%4Vrwt9NPw}U8w=PIHmdwnF><$l|7w{5zJbp`Km!A^ zvaaMiejF++9LB^&gLE!JZ~s#FI2UU2;LdHqK6&&z`?@q>HC_!9>5Hdc7B`^-Q0KSz zRVJD~OsqAR*GkTKYeXT}K{tMIL}bs?n`51uRrqyJ{o|jN*!R0HcYc)TPH6LhLO?_K zl*d{x;Bqg}0Pa_2+&UGe+cuzOz#i|&g|vjpw%WY@#IBGwB)cYcC*kom zH`P7bYs-*i%>`>Kwi5CSJDy46j_YNHK-xi|-C?=mr*-cN(A+N{{`^WK zuH|zLrUo5Pq#T|+yHo!7;HYW4{HXc&EBg(F7x0`HSqDs)qXh=k&3%>hUKG^ab~$$X zI7uxe(CWzKGs@3B8RsmONl^G|FTrbr2AVK?dU<%-*N4@p#sAmsqey*UPH}uotIXyf z4lX604;dS^?CPiNw7I9wMJko?!T*pq*T}2=KsRi~&1J>jtv{em|H{dv1rlR7X>mPn zAr)d+am7){{S7eAvc`#DIxhn z;sIZ67BWv76v0)-BNe$+rO_^s8`|%(N15eSH)ST+=lF@WCCnymsOGP)M<;x&WgMLC zuV#wv4rmvggPK?Cx@33ND&}r#D536$;|lCxo0}$+pf%O&5eMk%j0U}qa|~{0G2Az} zJd*v4IN_j+fatT!&gysgK_{rrGK^Tdl3vPN2ZvVRuF)lPbdYASrGgP&=&gC+{0(OC z=G?^DzV|WLNxc3W=PM#=G2TjQJp_BlW-oMoD<17s{UEi?%rk5%g~np?uH$uH((B^6 z8mzfZ8L7Ps>~C2nHA`>I?Yd{bup}Kb`TT{%iW%F^d{g61udLVA*qu%OuV;HBn!F2tTik(;u9o#MP|RBRAwkc#MI6 z37tROlpQJ5c^wJVS}hD54Ap;A%f671JzWy$Nz$yzS2Q_EZ65u!sxBv1RJ4&9`p9{S z^wT~Kz{`Y$$Y9%INpfnet4#=T-~VL6tTHMv{WrvjOou>~Qm58mPjI>*MW2B4Fp%@} zI5}Cv69SQM{e1?`RBg!?Hn++k=BKQ4Itwg=n z>Cw#M?n%t8ZELPOm(0!iv2bcC=wI!>p5KpNGk-nnNnwEW{@%Dq78Tm{@k1q`TuoP+ zf6jAneH{DLmJ%x8yVy)7op=K%?yfEEUtgn?+xo?nCc|t<;nm6J3EDBYgjC%wQzc#K zF2IX-3p%wAS~D!I%*h((C>?Mt%y7rpytH`891V{!G?QIlRmhl0d*kOYTgHOX^+R0C z@4ob%2uynH$cTJ^`IWoxHyCiKG(v*8v>jTbjD{rK`KUvDqhQx}KS*RUGQ>vt2_<&> z4an;0O8O?%t`;M?_f2e12s&Cj{tM1e=R={%JjIKSXD>$JR_Wt8BoXgsw6mO66EP%^ zrvxAp>{IvXAGs+*^?LFaZvW`9znM$3M7Gj7_|Qjbl$;?W=R6P{O#;VHi(LY*+rDnQ zFO;AJt7nJ*AI&2GVg5KGCWDmhK(e-ND4fB>;&Jz&lKcc*Y`&J>zX=|%_op-P?)nUH zJb58;z=YR&@J-`zJV_lK_;NmUi$NtKjMG}3uH^36>d<|n0z4D_g@~jje$2? zKzfu$hE}+u>3^1@Asbn+WTl)*06=RL-EFS7PTsJX_x){x>HLv6S8>(gKYmxnzfZRQ z*~)CThPly3RzqOSpjF2&@#rT%vFDR%G9@6j7`AQRfo~`Sk-&*EXg>JIm*k&-aMq;k zTO#sTXG+}=!f>SI!HcuYVr&yIM9$`eY;j)<7}M))IT-mAkF3pEA5=I5%dsTIUR3S6 zFy1yGScB=873Ynw3a8jR983OlRIL8H>tEMllMbqDTZwfMoR&~bb-%WuzcIiBvdY#c z>^BV!0Po!3prjgquh!a-=BqmDbyuK4+|v4#ysmc?6^v8FJ=(gVOd9^za|TK=NPf=| z6|ilB+)_z^YTq|XczkG?qNQ-|SIkgSIoYW=Pj+bw z4{O*$PP3`tXzL3GUhT*Vp{BvwoJCvXnREG)kDEbZ3Wyg>kS}90jh)m=?ds|7I!6QX z?K-~G|MewX`f>s2@e=_HLI%cfmIq(=KjnX3l z@kwcl6|>yuV1C>oQ>*5OFVJ!8){Lw2YI}#Qy!>oNCkz1_$g)A@{ru^G71bYSSy$f^ zT%_GXuC}mO=g6D0PLui3UeC4`-q3s61{Frj_&-WJGkn@o6(bIrHNj+rQg~Lqmqe{5 zmKK-YGvmF1I7yIHC2uWBR@@;e!K;b^=Y>*PV;tvEMk@S=gp#^3q}jm+XP^rRJ1 ziC>uvcM4R$vYps{Cr6t8oNF;!At}iKl-~|Q=F^XPo^<8tvy^_|XA%Q=Wd@_wQVZq* zyYx{*6JXfGp881+m^zDIIa`$ubv7529P9kIr(T5<#?V_jHTqbyWdB)R#LwKcQ7o|@k| z#HxUHl+vNF?ap1FkVTo<KqBKGD_D}g+A8@T zQUax8Ko)iuu!$LBO!sp$_uuWunL9pQnVURA4n{kXbwIEMvvYs%n5=j|jZmRHby2~L z(E2o@M9%`RypEJ&PK}kW4#+dRM~+NSIwJ>@D-?(OtaoZ$t}hU&$T{y)KS{T0^dUoF zF%n?TqFJ?prjfy=IXToqU#>@~ z%&g~3cpCAVIJ5W#%th8|qIAUOp+YjzKJ3ahNWjFV*GsPYK{^S=J98D>8B^f(e_<)I zjZR_NRYIbX`oP z>TzZMZ#TXt$;ah@?#{=%W z$cSJtueejzc!I~;u}gqI054t|k6K(H4Cm}YSJTi};?`Hdpe19SuVk!!TnAE-xUV00 zl#V>c#WQfpv-3Oa<+yzEV;yi0^hBO_%FKyE4@tW??#!-{OEn!RMO?Um_x-Ud@UmSP zIBm~+;X|?E%5v9&spHj!G1y}}nsp`11p8gV^Qa$_y>U4Oz{?Dz3z~wHdR=C*%DvHy zGCf*zm7#~WrQ|ULOZ3D$wnHO2Tkj)j*hLiel zYXz-N_VueD?U_tAVSAk}iapV3kA_=4cQMc%UYGGdOSSs0Ckgbfp{z28XZMgdnv(s+ zGB9d+zlctp^#~oE!K9Wy}w5LQ2nr)q3Pj5{ZD?mZVYC)@~Q`VGS0{Q8#O+^<< zi|p4MYI{J;al_Sy8fc4;O6-IGPF2^XGZe^tUb9>8j&<1~*2SK8fliV4!ug&&GZ3qa ztfoyWQA1P&0-N9%$!>FpGPHWu`FC`>Qa~NUb<5E}uL0+zP5}aF@qXXYQvA{HW9DRE zvzu}c{#^VK*lG8!f-=B*V|BUypN>!8X83ss?@A{L@(vO(H@r3&a<=XJadQU03FH$r zS5L3jTRQ8tz>d5wY{w~_Tk!?jFIkvvq;u)2mBMt6I$h&={%WqMCy=8Q@Y-f%+`z=; zKOmPAL`I41PyRUyu`ane95lb9wg|4mRW6~LF{%HVgVfCaUKc!1L0nf=>!evzmA52G zTMD%cp`g90bo4eopB}tCtI7&IHHN2?lrT)&E&^uFUO=SH8@S89txC;m*X!~sDTSb? z4}of&1nC{4NwHXw*df#Ox5qSrp;>MReuD+PNKTJnvHIEQtOtpb++}N1B~CZ$0xWKk;~VlKf?0?oqtqy=F6JTpeuKIczRBK&Ep&xfx^8f`030>1tl{8{*L-e# z)|?$Qu`_p56!0Xl^b)R7f9Q-YbjxbNxn+bvVt?6ndVW8NEXYu#0TS$EAv0eJEU`5Nw zJ}j zpyQI^Pj$w4H#>C?OsYLHl|Q_gOLfYKz#XE4n*x@o#11;%hdfn_{`6p#`DV#VM=#v8DEbQIr8lI#7+en_b^JEaLfeKnv{JEa@jtM zLB;FwHq?rWQYMngvdcBb7f@4~8GcTlaHi#><=q-$&LX={8_XzFJi;|uQAOkUyI=aK zEf)w+_~}9~zr?qFa8|}|payG14U=GiscQ{p>yHjXD~hy@e#cL2JGZ<0Foaa(fVOf0 zNGy&>B^^xb^BQ}tcA?Isf|RbHg+IleX)!8<-2OhKfASaRY{2PsHmP*~(0os=Qh}rm zE;%5Zt2?Q^sGIh#P0K)P6lup0QLQXd5@kGYtj4U%@pLxT-wakqPj>&sP=v7e75SZ(Df#3_kgX`J{#g?ylbrF zH<|Ccc|@8HnI(a?ua2)XJo2N@6l%CoJlh$AjTbo?v|e0~qY_oT|^|rN`%6VAIzliL%~W$ZDX4R?}jY zKZ&0y!~>#8`HvO?I^_4>F$u%v4@Z~V>oPH3QRgB;f+Il1^i+rR^`KA73aj$8 z)TF6iQVZ9q;kVaO4BG<8-MZNUA`o>hKh<20Z@J+WHNmE_a9=T2z)DIIxe~V3kuRXL zM}1(EFZx_8S~!uju1Pre6De}1A~}C^?ZiB_Lfd(Z3=(O&O#{vO&H7(wp_hOV|CezH z=MXM|`CH%A6>z1)F#e>yZLQsfMhx8Bv42EGo8i=1hA&{@KdtbOQR2!nks$G^|AW1^ z46ABw+kZunkW!FVP*Ok|=@5{TQk0G4oN_VHUfJk@4oOFlM-ALD@CcW?Jv)=dr zzW=?}yZ5t?{b?WjgCEv#&BJkwagQ;s>$=bLcWT1dGs90j&77IPusFm-?9?qAjm6Fv zur5oHY-hs|nHasf(F%|{V&ntr3$N=a0GK<-vxr#>?m<1Y#by}5XzFJq8LyO

        N>cml&dm=6ey)a%%XMcoiP&-G`1m zYjeK`Ug@b`h=Q`hn`u3Wi21TwRIN~RwYoymZ(p#~n<>P=@b6~-NJ){7WD^u+N(I4U z`!~z-kJ#yd-+TUZ@CV@+Xk*6aigCj~|382G!*v4WE*rsqT;bmf4E{mpG!hP+gIk>= ze1ALA`X^=7i+CiYAs%cA{L}sU@6FR+|CR26_Ux9X==YAlZL9zGC&+_!KHwbd(Haa) z|LJ1?t$ynm*`=RzJP-TZzx}6!Kk2|ZPSGu}X#IQljS86A#=>*0x&Q7<@wayj9Q?wH z)Sf#)VXGm;ZKC?Qehb=V=oM=csdguI%~0b@|W19-Z-30=e|R zb+7;bN9{k~3tQ;7%MJT&fY{=wE@S)NxXtEB?rws9n6;(*mX?1F{Z&$$8ZaQ;$cGwsIw(`p*Zh#&qC#@^Xdui*60QU=3DKv%H`R3}>5!v}sa2bYZ z)!F4Urca(QIDvOUeSUjx9hS z((XYg)u|`BRBN`7UofSLf$HjBek%4Ju4?_gcxmP{)s2gjYS^rK<*4c|pvYJur9VHu zZ3@LH9lypP*a3ugi><^eFF9SB+UDK9iSJzVw?q^Qy^? zLZB&Br~+tFTO?}a&@o5RZ^`w=eGe~u{p1G7kjFFanxEl?-Hi@m;I^h{H8@#|5>H#g z8YzIz%5!`*g_m~f>H77>9zI*Ooo==zo`hXfXUHSLu|~j|**%%I9CV(^89iaB+^|8L zu<2!)1zLsQTUf{5aCab(#3*^c{iW`xs=Cqq_2$o8DBI#J$ae`bsbJ>{xOJ!A@yOZY z4A?Ulp$h22NH@((o8jzjUpxVqecptTu=%Ia(Im}4 z%Tu}0nGo>i!Mow_!H2o|GkM#ufO#@0i(*r{#JF;2!+th@J6o-{`jO}BY)fW?QAJo* z>}B1R{44^u>R$_kSM6H2B3`#}t#-n1!}b2!Ymxr5C;ktYE-d6HLQvB|P-Lv-tL|Mbo;QzsI+#nBd3X9qRcJxx*GmRw=F!k!n214VR*RJ?aTkzkjuQX?Uc%piXfVLj2_*G>& zX<~}VwMULKzxK|M(nyHWqN32Q(tfDXCg$h3jcKKXAgT~Tq+{=DO7(U-+RN6eN-xR7 zxGK?Hh4GKceEi@Iaka9^PG-=*V!g!1QOXwrXSk;$P1bg~`HVf;xq8M`5SYHY^1wrwafM0FN9fTdUXy5gjW&cC$_^GW!= z`6i)CZLohAqxj=yReaqUE+s)L8-r>RR%t|5?5GXgZQ#HWc9C-WrJ(Pl_yszJ*+RAM zqwPo2HXnC=E9B#zJnjhd2hzk!QO-#}o0aev#`$QL9ZG3H0Vz(57NJo>h#`Yb=(tEN zC{9h2|IV_0hX;n~=lhbNwTno0It}<4SHdsb1l1q6-&OiJ50aCws4?hef&S6`YGTH2 zSV08W-4(e1y$!oA!TrN0CK`zOVz0{e!fxag$Rb6jQ5gaWJ&t}!m(xLNZ4BW2j(* zP%@Xdtlzk*I6){L)vZq5(zmI;PIzuUGT5S3Y#(Evik+(CElN|`_5Jil*-Ns7YD_$! z>^-8h1_TU*uQ(^_-4J8#Quk&)dDQC|;Wo2Oe@d694LkOq{fSAuqCu4B;aRM?d+smq zFnO5~Ep+Ucb7d~tDwO+jqxgl7-kZKB-@;VAB+}E77XJ3OEreg=QMhHt_a~cv@=u?< z4tZ$3h6x)W{$+-XWpZ}b7V7CG3Jczr9QvZv1N&UrF>ksp3Ge40dqc^8W^(MyP;S#4 z!I>qIJoWv@f1^*rKX?%ea{9bX>cS>)Xa|U}Cb?y$w+_BD>rrrt!t>DAYx~JOpIsyc zU(5%{l1gSNkceujTIkjNkL<~E^05D}vnO-H&?w2m^=Cq?OF4%&GZZ>6=;|v4q!oZ|Vnes4gEcidMlQzwFNRD~~tt~qmHssjF zzF3DRI9Wc%b?EzTk3w&@a-1Y9J(m@)gEQNZ?Cw9h246hcSZ>TVdq zp;e~xp*|*pD$ECc1C(JDO;L(i+o?y&->t;JcRtU7f+v8Y&wp>{(<@JI6GFSz?Vf4>oEj4 zpCgp2Ej(T9$`h>5QHq95a++0m>B}Am?IgW)Y3Lp+Bo3G+Kj{Vymlm?* z=j#qf;S$`pBl__4)73D|e(eA~Xq4Qw#8gc6J=AEs@0#taVDH1MsOx)Cp>Ct5I&V0? z3pbU^^2?9efQtu3m_QK9X7B(6tY_`PhOAl>-Vm%0Q2AqSx|IkK*lcet9b@ zla73YS}O=#XnL$P`;TYiAap*mX^)?igu*O4btAF^HlKx4UmJ{bpZAncL?VPY2~b~v z-I>9alh2tk`ZELXF>v}8_x2m_UG8`42?hwig)Fn^PdNBH00yPykr-vSG}_a0(OMXY z#G<_dfXRwuWjJp5hjL}AR@Yox-ES+BLAQ*_OorPBu~V&UBNa_^$m^rrXm9dth7q!h z(E^`#kS5pZYIPncRuA^`X^ZanQi@RP3v|DVQnao=f<_0VwRQUA3}2*8$c|)@+*BTX zbc7dSeC4F*Y<&4;z3I(S&@t|C*1)n2^Jcv9RoWQ7$u?6CEEsrPu@8Q;rc~h+XseonR8CJa|G#@hhd7MXPxUhE&A?`yj40z z)$DuUQu~&&k2S~$#{R+?bWI5NS*+XdqtWCd1JS>rpXKEj!8I~b=Wj_~%dytdKIlx# zq&k~*Kb@TeJNqRpx=ds<3~3PvRibk92|O=>Cd+NAkPmr7054*TD9sT?E!TSy5>J@u z8$$UW9~~|2jwkd`ZlA<$DYlqV8-(QUc&Bla%JY}Dzm?~A*?-2>-j(DMY$gwVI{m6H zPsnCV`W3_~^R4_E*TbfTuWrG_XIn+moEu_LqP8Z%gz8tCz%=e9q;lUuMoiV>+&5NAIgQkb+BGn<*)+7i&o$J6%f112B!ut;vXhQPo!C!{;Ze$O`m2BGu79-b zvAs=#{-V;wcsS54i$RIrYat(Nw}hoAqU!2#6( z91vIr6z|{HHjY>4Ks``~1KbEtd{?S5du}6Pz?uF@&_6ghiBGVUx5R z&w!52hH%7SK~=^p16dDi+W=AES6*@kMs26s9B+DNJxpa1^Vq^s3HW!KwkDBPyc>l6 zc2t%apF(VwQ(SR@6(4wD6 zHOPVwaDA4c(2NktH6*81w&+G~Bcqb}tQ<0i)1}3JFsn3 zbjCoJmfO~v)&5`~0icJiAz$X>y+j%2HJjq~v$AuF?}cR~zj!+>-yKA|yu_-V% zi+7im5f*2P!6+KzjUf_zD(XhJ=aAf~udOLuvGG#mc4)}zy`SEQWD@;e@joo8mg-I6 z7haxa)UkohA#cPBmR2-W_y6G079bk#!%O}+OBa~b;tjo4p{|7l`o0nCY90PAvL%tF zHPi$U8mK=vSVlG9N7b}M+rk!fBn#uThz1qsXwv0%7Hw79*n(s_pwk*C+HK=SxOhlM zu9elmfUm}#dt8JX-M-$jEQIBWjR&{#v(OJE#{VEHsjL4EQAxGd`2yX09t{_(k7J*> z2d`M$-P!N4hDK{nKZ%GqqdQgw=axzp!N(U+<9m@!3@?`z*KndtIhQ*j@2)dBGVcG@ zVDzM9`6SdDuMYK>eJxiKS}unKsF8aR&_*iiJS)FM$KJ>7O%v!r`>blE=Y^Vb6tPcc zR!tBs1$cj9G>;4opAwYl(N6(oHiU2DwF;%OpQdL-87lotZFjap;uJ_^f zj8f*K7^u05XLYPiK60favBWPRGRyeq%43HRBzQH7CUy+Z#_9Xer`|%Dd1@H(Z?#o? znVetMPXW)H>~}uD(xi%ouu>>?$=yK5cUWk#-7+ttMdylX*PE)mz-+BJx)68u%;FdV zJ}Vy!1U@0xc0o^miYuf0bgs1IiFP#<5Q#&Sk9p;_9CY7#zV*lqQF9Vjq12la7}&DF z2)4>?#Z&f>3BH5!lwQ|IOnUNFv^As|lJC!x(sh~-xyq~6C$673Fd=rJy(_x+%|sM{ zFOXNIa}Ncf-(j)eIl)ef)t#Wohow%FCNx-@2VGt0oS-wu%s0wz#O&m16{=k0gnoTB zNV`3(Bs#k%)Kz0F{})^*5)v$CQQIznH)h$PGZFO_DvsbU{PN2Hhc@>#PpSvQnd#p;sJGk%e{emEgQ4Mn`X{i<&wD3|c~=|JW%%y#FFv+}hh zjcrk*u@jyzJYWkiMK9o%fqM0Ghe6we6|{q#8NzRh9KSxtrlBDY==y$|`z!y8dGk`W za6aP5+kFIyei~!+>`~&>(pDvmU!^!L{tF?@5)-U+kKMQljdOBWXV>(Q&V2?Ndn~Dp zke%aS%`YWc)Uxj@wA{~w|BD=KzY%Y9Z$HMGe$WSI{(r64 zpgt9sqbG%?;k4#DfTA748R6EuExD`q$aXtDNNKk**(UgyD2chZyoYLKonmboZ-Ck~ zFXf4jqA&?mQhM%5uJlT`k#f5Aa>p4BYKxm-SS&*WMOP1*Lsryd7D55COCy3%9ODar zikrGoPgy{~QL_C*z{&0A;#GJx?*Q0|!sEG?VQyXuDp#@GU-h-Y5|(J?QlTWL&eu zA7U(;A5ivL`9!6?b=MvVtaQM?Xi1*@=Cy#4;`k67HreCT^At6M^PW~$IyOnKfKHcu zW^+}(=C}Kwm2toLQ8i$)mmVA6e?k>1b>Eteb|um>j-XHf^Vj!JxgP*PK#h3C0-Ysp#9MygEe?Gx%U*2iC}SCS}etJQX%Mqqs& zD(Z5~BW>EEt^A-?3x9Wp3!SG^-wz#WrvAfM)v+3d z^BcXCc0a{DFi>iX`{R!QvNAQc`Tkk|8}GENK}JYuBj$XbKJ#&5PxxA#bgbE8W8IN& z&WPnA)rD%UZq7|_DRVb$GeOIO5wyHQ zN3n06Dzb>!?`_tYRy0LofZxVHzOsdZOF_&<fmRPPWX%0;@q9>R}yeKmgUaLKa%j3naVgrzGmf)ffVS@)!4|apcQ0L{y5Gb^S zhv|K}6Cw3y!V^tmX7Z3nd!_9^SOC38ZMq9&AH;N?JcaPkR**^A{FXf;OeYzi>*8^h z{r$VJ_Q&HZ2}^3#NF=2`^NI2(Yuni<7_#;Q0v^q^FxS`g=EoY_o!ky=Zmli@&vnUz zrpR=kkrlL(ydN|mbONk*Km_yFQ#0^DolJPpB**5tQ+2_pv+AK(+s&ooz+}SR`L5Q! zMTuJNFOo18@i#ViHQhGGJuB(}9!N9Ywr%(OsFn6NLnap~a5I&&-xI;>T4SsuI`cNY z5=Vsszt^?e{apcrY#&7L$U+=Orc@>m4~~;x62P-oI%F5FsVv`anCFrrxGrrWyscK$`|8mYWeL{w zo!jKvnQ1DLDp&D&Yc3nQ8W;2@BumP4j(P6+E>*FvUD9N}4!#8ku4PDyyFzzCEE}+B zLf7BK&v*5wy=cBK{c!Q7rL24PEg<(X3jTmg@C$HBd55f}x>~?Qi#T+dmLriha?i&Y z%kUl~&GIr;>m78;CfcptGNuvZ9_E9q$=$d|7Not@T~uMtrhwJ@R+`1**@G_;Z&xC9 zFjjP#ioabD9EEt#OPXvzB6(5dtT1JfZDo+BY$f&(vtAJ>8LC$3%I@y~Ug@(i;|!Ud*T9(o`a6@eJ}FjUO)3|GmpYGKAC zB5^|sLs9^3@ubdvE5DzF?D;vo@B#XPNr8dN{S!%yui;^b{n3i|a2d}yZLtL38+=3v ze^!N$tb;OI)5DD>4n48?l2A$Lm!1*8unk*BvfP^V_y~5hPp4TT;9C)gLyW?yagS^X`go8{-p;XVs-9;Y{+83+orukauB9+*5MvZV|gZN0)__Tw~* z3Y|pq3*idhL~M7;j%h_GU?@C&HK_G@x0He)vnO7ZOVjzl$h~`qBur&TJg0{ymhJTU zc@*Ba!?3|DRylSWGZLB1Qr97|iKjcXJWR(8KbGa|2btWbuJTCoV;YZEzg|PCbyg9f z6?X27c>F8(Zm6GespL9VOe3=Q1>>jezS{Jb4nM4a6|0qV`SGtug(#M#?$_^wYO6)@ zw3kV2Y*TKhF<*GkKTLQb3fb9^!x&K5L_Sf0+K*Q|^hkUR3+F%Y80>&mUJ*DeZr#wj zPrfl#GZ^d~x9w5zPOAcgm{5bF^AtFSP}1_a3}kfI6p4O~up~0sN!Pl1UI@ttxXGN+ zYKvq^bdYaVRpi3z{VPiJiasFS&?)?s^mZy5m%)WoVlpX|*Y4X*lveo5c!z&swI$=; zUC@ID@e`P#A|H>94CLd{P+S`S5DYF!ey6#netq$}y?EE5M9blIcIHgdbJI9c7EKOp zJOs@g?&Nc&KUMdO`K0%>gjSOVn4aAqA7B}OLL#(}}^oH(k&@r`2>+FDr+C4&QkoB;KwuzxVc_q5VOCck)0 zsmy@uq;*#WxxZ_vRm#>OnAoL|PW35!Cht5tV;8y6c);JRG%1yEKuLD^sQ7XBQH%SAK4TJ#bN05}bY14`B(tMRl0WSB+A&)pU(=I#NuErF z%YbsrIq`9g6aZWrDzhiZNi+NJ@7;4HR zFVV|4*JxqwMN4bSCwad}Qtj80TK9(J*z9pShW{(x@{#WUGrT3&`fZ{`RU_djA^xT4 zW?~ql2RRiP`ilc^8!GpGvW#ND1~6rNviHrl5H>y~mmsZD|1%f<_$JS-@;rzVCt;B* zTPKsX^iF8R*e;#$WeH&^(bNlF!w)S|3kpUJd9zBBY5NMJncDTQ4u;QhK^;uHfJG@T zpB^Q^HqQ5H2qbuz=74Yo9mn z<|eF8$i@>r=fRP}G&vZKD<0FOy?J-`dyE(K0V6T~LR4}7+SuW>=YE64DW(^6@Pe_M zY%sQrT}cx7)XRb)s!(fksL)L{4~*>EF!Yr)Z6K^>%}Hlnjo^m zvJh&&{0yG8{c6Z$t2WE>wCg3KY5@n7V7ILWjdwHS_3Tyrj7tpMl-lTD2@1+^xk}3@ zMOXQM1?LQm@@D(1LLX4o76azt{7-oFC34czV*SPHq5SUJ!!0w6dIJn{_f?%TV>1H5 zC6Q&`2vvM@fk>tQ4z~mebV(D@51sLJK=2fRZw-Gy8>Icw=0y8NbJ9B8$aaOsJ;-KX z{~yqnDx6#vO~lOys)xw#l($o%uA9~`H5yNbq0hEN9bbjCepQFLNle-x?$hd1gy*Tu z5M?zof4jYjtGr?2n&y8)TQ*F*i}g(GGXO%2_%gSpEppeuG{%eB ze)!Yq+;tZXouMgVt&q36Aab;p>OIRc$?tw9G~H|9kGR~o=^Wgu$d8#{ui>O4GwxNO zRGQ4q+8Qa<5uFUWS{<=9qaTHuly-NMq@pDy!fG zn{W#9GezJ-5gq98@dt5h@`nLT3Mo79tG8cd8%t3aQcl@T6;$qE0NddAezhc4X%So{ z77v2QttVU5=b_u_>Yaixu+?=eDP5SBHT%)aX4FY-c2!l4Y-L~XIs2D&e%s$GLWU-; zm?&B(Qxd)$Gm?=kg95n>DemOiGcTg(pGxoNJiYbqyOIt-=uhWC4LBXo>(JMj$TUZ* zXWjG@Z4f4AZ=&hrGB&H}5#5L6!U;qWslqsn%gsD0gR=JVdX4Zr0q@e}uk-fP!SqT) z#@mv;`AMr8v5|I?_PLMh*_KFpZ2LGm5ou;yoD=VIbX3klo5$qfrr;I5{SM&(SFcW! zpQNf=895X%r;lYrbu0VyHQr65n{eP>crUdtMCGjN1Do}=3T&%Q5pLq2qY6>oi;FZ9 z>vlKv^Uo@6R7AjHbbL8K4fL{)EvdywlMS*L(kmqB+7>Yq;-<}T=el6QI43nLMGGI{ zICvHk!M-sd==^$%5rk}mKxtp04cuf_G(IZ8x~;3-7+Y>_f}7hPNIxbcFdo45Z@(ywg_ln_owx>+VdU2)TTz02>bf zXPhNslnn8pR$Z3qi(Kv4<{K?yP4~#mE+yjb924Fx)@o{g0r$|9eRX?NZaXAFO^Z1Zw+fE=B<9|cagmgY--e{Oo<4$)a>aSTJ4R$V2OCO zP}<9aL|U4@dEi=b2W@5g84#nRTHzR)qE~2j4JbL4U$4AaLCh)5azDIGJBzO?{FVS= z*e>SFX|5HR@G!TkU>Y#s8#(;YzrAUd8!sUlZgGaYzxXISI<2g1>LX@>9A-&*x`Si0 zJyyK#=<`c?-Qpf&8x@-OS_`Vn`i}oqDQk>{0zK=g=0JGJ5OE|l(vB$b5as3P|^In=Sk7q-!uIs#>C+O0sw)wyM1l{o(9$iO)74_Oz_`Q>AuIrVL{ub zNSDZOke`zOUr5Wey8ri(mS61ee!=%dv|4~((iW&De+y(+Gir(6M%wWNfwN{7Wb!R| zTx~(d)4u$Vs%vlqus>I!O)r2!CjeR^>1{{}q9X)QZ{+U${LXBUUSmC`VN?sajGg_7 zT%A{dqiKhfwWghqX{7z{h7Eh1!L)YEV~WJj^kx z%1mlFsIr(`lC;>#8=u)SRl}EQ_084V-R)4Anqcv8foh#B5&D|&Oqen7x+l5M2Hd9s zUdNejU1#_l%7#=Z<(gC|`7*tH;xE4M`Q!hAz8vj^*c2CQJpY`gP0FvAN5OCCrPYXF ztR30o`_T4uO)A7LlR?q+q15x+=~otx$I|&HLn;}rPY=W0xAiSfwkLP7AqcPft)hAt z8BW6Nx0uFPH9R`c){qiH!@h+3klj-XPZ4cz{{J9gx-JENfXw3u=pALMxROcTtH^#u z<`FIg54iEz@)tSE(9<%Sx?LoJuVitA0S?QY{w2SylBms^gtHWZ@bKDrU6*d*!#=Jn z$_W7VyWIQ3^tZpz`zOJ_xAzMHaV|a^byh4iss9DUR8CY*DvFX_`VFXoo508`+!&Rfjg8_bsIT|kp-V5`xVYBL4LD2>Jf}5L3LHv^Xpig`F zjA-JRblkZaFEt+@0Z|#I*LeO9OeS3v>>p2wA5fOQN9iRhP76B1qi*z5T=$`-8}T8J zx)&9(pEB=b&$;JuI#>QX*?qvdS98#Iz@mJ-?|krUnNfd1V!ew^i-cPJ!T41bMfjU( z_qoD`Uns{H`DW)>r!6(Tv(dblP>=9vhN6p5*xY7U`RvcdS%Xaiz8a^!RoB_%Qw9vj z->G;Ht3tG_Htc88@2vg4I0_7}B`bF1Z5T*+R}XPDn8*_xYhj%WRbsH@{>GLfv&Wc| zyfmikYJS?z=J87*nXi;kwky;&kS=cDz*EM2>GK;$G?!0Md!^j#uqw)Nzuu0^$w7}X z7O0c6Fo!dIMZ~m^9{|HHU&g_%kBc>o&yVag&xdlvWbYN>z<_3Ma;L19)dGpXi*6;D z(EN#h|2-$UU*{cS^>i`3(T1u;KZ^77kI2OcR7zVdcHX!=`-6SArtT2e|AUue%I`DT zi)nQGn=s?y>^K`X`NYjI3Rg$o$CSB+OF(<#x>8s@8$Rx@o5$Lh!g_@zF z=XgJCVSi?vM8kr`^78Wi7>?uo8N-NbgQ@)exXGRw==_tW13{Z5tD{x2WNMK%`kHZ|0qIiI#Y6Vv)LulQu zf>ggVglw78<;QdP7R6qpgTHmJliqH;k3z9wXxo7>b!nprq24W?40QQ=R~k-UTSE%Gvm**gJpC!2 z*Jlca??StqKTSLzQ*WIGx_IaSwfoK4pyv$#S~4Mht_Ktt2VASa)daS=Z-U>gqyjna z`C$y9f^gzj%auu_i$V%GEVkb5V`FJVp7~K&SdGN0EEGga45b%#RxbKj&K)fJQ|;PZ zcwVo0UOq1)c{7SIIi~xb6QyhJEC{UY?vss&1A?ogGy3wnOPRQXRr7*7716EF|G*s1 zzQ@pj5$~o6(Rmd1>lH)Kw(#?mb4%ccIJEbqe7UphFH8Q^lDVM7i$cKehwEWKZ+)fd z`dkPZ*TY>mi4UG{r?NY#(zcwv0tqW(M|MmLE8|2vk4;lu9a;)2lneKileCYnFDkE9 z3w65S3^+oIyf!N`dtY703N&_8UF%LxX%%7^HmyD;aGUI|@HvldEc;V=tXnzfbA0yN z;_U4^Ch&TAL?r&Ioh}ac#8U8YX_V|}=Y+QnZ<*^`lyiQD$l%1;>;=$-{g^lOEGr)n z=*1_uj{f3={=F;)JEfiCRUKZ{V2$bDEHGgKmHW>z=bG<(Do@#o_)QD&@2usWPic%3kT)1k7Y!W+-jM2K`~am@x69iz;6qJ%s?ViJ!O5J4LU5u>d|IeBuu;8HjEiG$?U~mJDM! zJ3jO6=08zQWr1D7cl|{#Ghl{Zt>K=R`l3&FEJv<+rp>r4WpK98Qr$P?AaFtk+Lu0@zE0L^0UTekn8ZVu3SuR+!cALc>+*$EL(^0t z+%7@MQ*fyXP&rszDT!WHi2lAZS!o|-l)5|93~`v8arg+R8`em^%RKgLob)N1tWlD} z)Dt`RjbI>fdv+{*u08_$|?j z{B>6rs`Z_494fa6SdMFa{FKu{4|A~-DyyF!2kDxmQaxWo)mq~{KggWP0}_SnSK1E$ zU>iKAxQ%+A)RYqA*b~F(VTcH1NL|N8eMshJ#J*9p9G1_3>*#}nRtk^)5`_%3*|U9z zzyB+cNBgAFu$XM35lOZU<(*sCC>4k`CEF*u_H>7vRL{eTY#}ups-C9X`Gi-`PvIeH zTF)9|rd_j%u5{A`i)$KOjXLDxbsjM_tkw*}d(Vb1AZbP+kwz+yFa|_NkR@`tmR0HM z%qxoRtvR;?J>Cm%4U2_^BEPo0B{QP5`+^0lp=r@+E~AYu8&}t-9kVy!)tWZR(jz8; zULVLSy4%`tu}#Z+Q*vikJTrcenAJfdpN&IA$jEa5$u`J_6@&ata@Aw@0?g&p%frD7 zS0wP{^7(1o>u%Jg4#XKK?VPM}w{DVwG2$oPxyy>M-@$(Wx{zWM*&z zxDX0gejz>=;JaF+c_%vF!CW}Ezgo$C^X(jhzmg}>E0FFFv&9=^50ozAhcX?v^5`8Y2g;{q9eo$3e%gJ;@gkArAx{c98kmI@!_2mo`;j& zt$2W^&zd&n(5^U}4lSMihw|$j>vm`;VeMaA%Rk)HTgx-7hqGi(a+GI4t*Exq~pJ)!tyTxXWJm zK4eB6o}@F(A0Vb#O9E~Eq=cEd-WEvMC@6}P@Dr@jop5JQh7`LfM~vVt80_Y1Z};X3 zcC+TaI1u;cb?4qrs}l zN!_Q*iu0(v9BQLC&e3ZHAwDnFR-q3o;X}JA)*WO}T*QWw=O%LQ=6PK|e>Ko}zM0=r z<2$;Cv^o*x-*r*ktBKD)_${^yZ1%51A|Q+RU6B{ zr5=7ev1{?c3L`4M*P(D;u-M~FPkJxBCU-Reg;>+=p#6&Da`~*rdfBZ$$U-8Rwa!== zQ%ZZO2Jq0Ygr}0g&SKHE(5jE4wVL(`;ovPsH!S9kg%TwycoQAF4~m-1z-r>m8fhyX zou>rU!Q$^b#3K?k^kYEN4@yRIz z+?QUHa3PQ7f%@5Rm1NfiXtSk;GncJZTD63`4dcSm&0cNAI$Um)!Y(YQ7Ur?*Y?Llp ztMESF`4`ofF0Qq{(go|3u*GLoRNmf=f#`T?`TE1QC-A;#{ohGCv-pF_oU^#OI}}s0 zA2@Hp6z>_t5kWY+6v#=@3?K79gXvANTlg)u8r3}Z2~z#$tH<9N@r;(VM1U5&n<4`7 z2=MKr3+^q=0Y=YGn84;!*xe&b&x<5Td+X!MtT%IV{GT>uSwy>&kPr!yG(3)kUi*^-YPO4+GG(*;!Ya6#aSpf&o<dhtxq_*&WpaY_&k$8iwUmAbWUp=O`WQuL=v92;*txs73xl3*!CnfMwX!lFUBD;|sZ*XqHDxu=NQ}6~k+D>;9~aSf05GlkqiE#EXLi1P7+ z$)291t}twc&HJhx%f3&tq*e?@zmmSlbq#u|8peGNve|}*=d#$`u|zeF{hyRF+()ne z#_j9!@@p+I>Qj5C`v#$rWeT5tIuU`UcJvR^FGw%hKZF(RI3}*u@l1CTi7ZAEr9WA% z>|8wjW=p>>L&kXbEw^>Hfn3`6RGhPJ zXI-e?_J^OzVhH32lAt0=pUB2|%i6r=b&2|UONr!KVT)2GTdqqGj=`$J$2OTDy(K^~ zbK*rc&TEjr-L%ivL4|WoDyBh}nyt?N>D^xWfz@mPbiv|Xh&U*Q?I@?$8?QsC7T(Wz zPxO`rIL^6miXIW3R*`>L%_b%1_%Ni_PrkRQm@-cvU``x3= z^M0RbvxlKhFCGivjFKAl8n*@9-vy}vtk}wkkk|!~t&-GhI&BhMX44elsvQ1+bHF*` zD~$iycHG~?D1PSLC;gd|y`|T}ahN2g!{HIt09^MOT1)_mChUI!vpR7aYb0VbX_ZAQ zsM9Ov^e9snOFgbw#_MI-iav5!fSYyS@vBKQhvrf!Q#?JNn?0?+S*htT_kBp1Mk&b4 z!X~`*9d?)}3i0Smz2@5xb*!T9iQ7*;ThdD16YqWYZ3(sjKRlUV@;xIly!q+u+BuLa za_V+XM_hE61T)k&rvsjA`(41Ixq0OYfQ~ToSGQNOTIfDemU`Wx(NZVY*y(yzS$mTGl`gf3$vbtn_BmBP_I3A9q-_en3Z%%s4x)1Eo=d|QK6?Gc zO=VG=RO~kj^K+9-TJywC9aen4g$6gI3z}4QHE6TY+pN!d7ui-d6 z=~%}epv_+U1xqI5;#fshgAT5Gtv_?l`6gp~e4X~zhmUujO6lWNOa}6=V4R9S>!RrK z)TsZ;CTkv~DSl0SP;&A2`vxx{Qja}l)gW;--er2UWFl@g7o)`!jj5)nPqRxAv!zW&Xfh3p!9ona8OJ3 zurZX!3cFu)qEY0^y}A|Nd!E(>zl_PSv^~T?Gne zCvbJ0ez;zY9q3FvYf#4ZKQ*ew|K4ZSIU!Gk%z9wxULn0so$pyt<)-(Ug4@nx zupT=)h|P*5-<~Xq{20uXe$RgJ_|27Ot=|!1U10d(PQW()8ECv)kv%bzt8qYxnb21P zyoCtk78TYhr$BsOS5ijgi0Hf#busW)M65cJKUrB2)so%Q{37Eq87`Fd6ZB)bIxZ+I8%pKAM#jn#??;cu z=uL;{;aQ>-_|WPK-3|!eU=4{Osfa~Rn2;Pm_j7h1Lp2p<4gQd$OHJABFOL-CqH5Hy zprApzX!N#@?#)wbR-!kOQSX0~1S8ia?)b;zBLSr%w6>>54(BPU5Mr@z6B%04F~Cmd zdDaWL+_u7bl7?twxXkRN@|?lH4lw1k_|%HEx35z>9;R;=K48QE+maf`Nxk$j9GUUC zGPr!Z8>hBLHbZ>fb+sOa&AQ-_w}VSQgs7f3>AF>S^rLXLNzC@N!)HDs<2mo={672A zi+$<)4L7^Ar%mk)wa2G|lZ7>Nl-I1To+3^g_?yh)qIWgV^tzVvolt+UQ&u!tb>e?& zyCtxCy*9f|Rz5?W&$29K#%Fn_vtDViRb%NZyk*Pc*XSC#UoG$Iq^w1UZE>$YZ%$SG zddwPqt*@GH9`UaJT*CQSE8)!2R*^dXaFXKn^(m|#^rX|JoMyucyvMSg_ZZQCQdrb9 zQ=GE9_*pn1Df<3zvhRO*{u7z)WXa9Hp6t3&VPT;rij0XPBnG-rvx>?I)dN$ie&;lzT}gp z*lfc+dh;4%pGP<)GvX4nC0{w!>K-t&dwp5d;JQX&C7S z2?;3`X%Gb&8kFv#M23_f-Q5UEN=t)ucXvw+og)Yg^H8T z?Kj0Rw9bvv2Mu*Wd2MS@x8C~(kUtaqo+rTeNPzQ&yjX5%$V15;CDJ1Mk%n2bYGPpn zG6jnAB?dROPPRjZ;dov#>$jC))U}QBG2qo4ydY8QO4bTfIm&vxln7)-HK1%>pZ^xO z0=$)Oev*dqm)H`}n}%}|$S!(?W{W!mSr1HTN-J8*%|~@IKJatd@hmTgrN$N=85>J% zE51Ee!2MQSKj9vwCiZMOkZIs$95psqhb?Z6+MBX7ZMCN%;eV6)s1kgC_=UO)8#A<= zYlOc;`Q?z`_NVGC7JZPB;!7Xn1byO`un$c}b%;(@_mfEk+RRXL$8?}t#7KY01^4TI ze(E}Lp7kCMV4SxFUDsmFsx>~5!^Cz?l-!MNz6+NbHedb{R$bntf7f@q*?L63!i+4v zS88E#XHbJebvb05N3E9mRW7rkeUAff+Qp0tR1^Lvl&!`&TLFOAM}{EXf0|2D>Xhjj$K4H{M24g({F zFMjS~hYNY^rUxp|rxK6vY{Eo5`bTzhi9QePOj{}bZuoO&>mgnxhMiA6qz6hYLh7j? zXyZLY9ShS2gNSqBp+gWF6&t^v;t;0KI-?%q{N^j?|A(C?^~-lZzrSyNwfF9Vqyqf) zqsO;R2Cs(tU0{CaKSOiHIE;an5nYpfRwAG2k6D}A{@Q!irgJ3mv_t9y8+eEScWgWC zIU>B4`kNAkMXyptr(N-#ftOuH@lmxc1}3g8#O=U~Qo_S6Tp^k9Z_FIg;5Uw2m3PfZ z9@PGyV9~#+vEh2@1vh=tOSV_2{=Wn6Z}Dj4;D#sNY~%WOUCQ5m$^Y8oeL10fhdH#6 z{4vh{zrv$+Jpv!YedJ{Rf0t(dW<{$fy~+3K_d;D+%-=LC|8oKS=TFZt!N*K)lqmdH zm$*@n1@`fiwa;09Q)T#@o5Kq}#*Y!8``^*}_NBnVw_b3c1M$zR{{M*2fBi}X`n*j3 zY-i;E&PD#_5?#1KcWbvEZp!*M?XUlY`~CALFI@1k{u>7I|N8#Fji!J7%8=`W#~5b& z{UQo~V{7?0f5V6Xd<>JI_HVi#|GcRG4aGmCLa&8j(BgN6Eok=qS8@Ev8+?rK(^S@f z_0k;ap%*FFUjr(CQ)2v^IR5`%wf_uEv-@750yAB^pfA?XV}7vv9IwH&_?Y)L5L|tp zBOVl7blXFBq<>rG0@VgsZwvo8gQ78Eh%;ceyXOSxb*OqE-K++E>0*z0Rb{j+MbH(1 zXMs;^T3f}0Rxj=KpLTq=k9X-w?d`2Qq?&N;&#V1{i*rEI1aa`bi|>RMD*-H@T7Je( zOXED!DX`98kE67U?vJ_*B&>P0pjRKQS_6vTwTy8ZEu7z*ZrPxYHur$g;Yb26qah07 zE)`ZP%AUX9yMU8ck+0jeCPRN1*Ihepl3WuD)#{!HE{}Vl*@h+c_Ot0|j!W(xFW~D- zR0WRQwE#=lt(3%{dxwX(%qn|Kj9(%!0wE6>BYCJgsrG8S(aX%dLw~;VomxmqW zkO6Z+r#U;B6VNuSM&FgeKpo$Pa-tZMZErS&b*28utGT?OeEEw!`RF)h&H4%1^ZZct zmSY+B2h+3g9ULJvmhQg$X94RZG>EXaxl;q{X>Zjvklt+4z*i$}-fN9}va-v}6TTNr zlKxV)?J$l~dD588_e}}crIw}~n+c*+cG>2XUD4PvZsSgJ{#;LcS{?a?`f@7oJDtR7 zL#nVt_H~2DUd?)*LE*A$)>SCQlb(72)6-qP1fu9Y%==Uuoz7(2*nth?N2}4wepQrD zK>KPY)mmo{d&lFW*B>PSY#;X z>gCDe$7p6{F6tB;si!lXFm@xeJIdlnbJ@r5vPWoKca}(W9f!G!L#c#E;;$`>YO;GT zcck>Y!+C`Pi0-b$kUjX{Oxj@^KP)_016lI-E8J#=xmFQ>9=bxZOrm+FZm&WbN#mF; zkGrPXSKm6Su8~(3;Ni+MQ!fu^$V_hYFd3|pkC!i%9=?qQkCoA`1F6(<{F`2bf9Cg* z<8<#)R?ZrX@A!FQUFfPB-({5a^7fI4+RCI2yl1OIdS-F#=;WpQW-dbX;p}5K}SPd8cZHC2ca_TM*lvQnjH^@XWn_^U5J2f z=a%MTt%h-|THR~3ONs>V>xA4l1hNq^F~@eMxQVm#6Y`gJu#vUD*JxM7nx zh0wpw=62`t>|G7bFs5}8@hEZOthn68p%^CZg~JBpKReCjepeo7BFB6L^;-ax}Q_gM}k8M_MXRoZ%`!-4ZUOVIDw*>%0i0wk=F28VuZC z`C;m<+=>i*4ov|;RP&@Et&e{yFGyDBxq%~kOQ#;DvzcA9kg!1;7DPXCTOpL{WYN4WQuvm z!bCltC_lDc9nkTFArrBVF?n^{v*_26REw8#fyYftCHLZC(m+9khLlHUTTU!#YM;|> zNhHC?e4Z0-DVM?XHifhH-KXpDi-2J4SI$OQfdY|XbS~}OYWhF3a+M8Tq<%y)Lh+wy z!F+iA*UN9lu+Q8?Nh`K=(SuTFt<)KbU+`wGbg{}WPN=fqCcDVw7DP0He&UtCo%u}F zW6|{jzm<%~1!=0wv2sEq@eFt|l(`=n8;CCq&e%nTNj4QMt~z>>+j4U|84Cm?_>a8~ zIHJ^3EyGJZ0xPdZCnPf!GSu7hH}`>9#x44Q;)4H-Bv_qY#=`x}CM2LBDWg)S<4B4q z-e-8@dCs}zjEj;g#BBAURbGo`zWR(k*XC##&f|_x!OE!dqxjO7wU~$VbVS|c8na;e zojX`+-EPj`Yivrm2#BR`F+-^z`!J=L%~WaBC|WNXbSuOPLa*iAwA{nG*)PgvtWo6% z!EEj*E~WZm^ULV+jxe=yZ$g=ImoJ6>3|Hxf7Q%Td#SBUmDcJd&%ocXTK9b6Yi;#&| zA0fY@+z{WIg&C===~p^J_IW+DrM2qWaB}+ftv%IyixrD@_(D^&<9=zlmZR&GMnj&F zB`h6MQ+cf6<-3Xnb=WX#ceW)%8LN8*S8d7a5577~N%LdAwiYArd5<|nw<_YCb{{U= zr$gNGx+OfTdD#z|s%H0+wVez@;twzHjltQ+u5fY&;yxViy6=<u0w zE=nN+NF9ecP_4L-Q6wXg>_F@E7VNd)XG6`le}#~dv@6kiGx7`lRU@$Q_<8fn_v8Lab3$Th0|1vJ{xIIy^i>?6)hsoB%7io3jc4Y(Jcx zX14}LX1>w64`4^AAgi7kuwT3mS9qne8u4+J1>;V&Fjso|#iP1xw+Qi2nt&yq+N}gs zG&cU2ZqxuvmQ`xX`Tx`un+FuQe4jB{&7_5xO`|N71wuJaiGvNx@d zQ!HDJ7l}m6&ZLD3Q!S3fjM>|r#xNRsU@@CoGPzn^B zZSbPC=79Y573UGB$IJyDBEqe2D|jycyYX2*E9_u+VukhWYcBpv%rH82=)z;g9noYM z{F2c6GN;g=-z9crQA*mn!PhxvDW|_mqmC6cZ!nC8#w@=UlsH(|jBO}zaKVd)FpMn@ZpZWPW)Z9$AO7N%(8CKpepjbCU0if#BF=Du2N^8`HiKIQ!^^5ah*6 z+-v(p?H1uZP0~k$NCM2f&@KhW8;gLzJ^L%mAijRR{Ls&wCHe$CEeZgv-ylN5$+ZJAt>D?m2rsc`&4{i1;=LAsoK^Y; zv>M#l}u;Cr8&-IuWg#jrGt+e)2#ZcJ`SkQwJHF66B!E&0P7Fij-A$so+UIOM`j zG`Nq&ajtfL1()1%D`nR=tOgSUP79~3-p#8-T&bloba(f84gIQFt1?5oNu`Q1dy(`N zZf&b~1Tpy&o)O%CXRG`>o$*pFo<8yDk?S3vgZpctQE~ct4H2oODBtxYlsMRAw58S7 zWi)lBO)20A>X~<2Vl!GibFU$Kprc8c>A^ATitWP#&NZ;(V+yXxZ+ACO<&(ZiXzm6^ za;MC-iS?uuBus7vw^6doPs6;b2I zuxNmOpP21BR)@A8UOevVMAe3_YU4^MHDtBrM@k+9kKgqf9kXoVb{dOQC~Rn3j$UVV zd9)uxozJyS2P@FS8GQ?dm?2`F4H3K{>JBuc`D6A)feyW#RY%di8^woW$ue%9NW9i} zNo3-Q0hkE9BDHBxIaV2vq$yX{xuOAjToo>9@o}ZDJn)L+G-z4{GA>KlEn7+d^p)lr zV~Vu?OFgCfuS?9E!3ck!e58i42upR_Rz=?Nvta*9s)`rI{6fK0yAv4JwTzp=)cGBn zNAju*4A#a79rofj%2Ct6vL5)M{=lySZ-x?`Q!NxA~q) zF0!JAyv^*sE~Qu9nY^OH4PY~| z8z)%5prFOIEEvJ@}5*yP?F6ZMJI6J&+Es;lJde9!q7?gPPWN z%;R2@w$qwtl_FN~(s`m@W!1&A71!N`AjucVY8eY>oPF^-6Y2`+UR03{EqY#GUcx7a zFd@(aT6%bUAH?z1g`R1i zR|}u&aY{h#R5}tqu&~4B1f_K`ZG79vT!84imy>xNS#b5miLli-+*SO_m=RZcOEi8` zOPIli!VL3w_s3IH!K^r2s(*z1L+{r@M4C+2KA4%%7(T?~3&(GQP>Yh6%uFY>xa-flyx_r%2T zEJQoNnE)v7jaX_DWCp1)M*(l;U;C`k(2iovJ=RyeU#J&pqU5QLltu=ftm>rNacA;g zl%FxxF>;;u)`&(6J+YUa(r|yYBxJEw@z`ylrc%e^n2|fI&Xv_A;>2UPKCh>yi!y(* zbdx0yzZ@xFS7M(SD(FOwejjKkNqp}Zc1Fb)X@9ktH9+2_rS(BiDE=LIzK?ex&Fmmgoo|Kwgra&QmO)sHN5 zh*r3KX=fyPHESb>D(}p*C8?KZg=LnoNT9Ep$DKsfKq$v2!`e9IFM-cISOaB-C0g}B zhj(Ni#(JrXC!s`U-GE&T9>NxFv#3t@K#wd5=F-_;`VT6!uY*P+>j%k%eN4l6(`gKN z9vBY689sa+3-yU~0Hz9c_D1Z_o@d`BjTGlH=Y|_AN2Cj#*)|Pv5syl=nD?Mx0cS?hN#q0W!PRepg2nC` zA9yZK1kW3L~DD*wAu1c8+-!gS#4ah0yw@T0vcVPmT0Ko%63F&4Zzz zic=awxYCLQ21~I7>&`l@;k4&pJkpS=$wAnY&D zB?PYGtR8lD`P#?WT;+#Ic}2bVIC};++Mig{(B8c*t@5T@jMJngzT;No;oD`h)5oW8 zB2~ToAO7&UtB%+HKZ`m~l#gG(C_LgbCY!=f4r6h*>}DyX{6cG26k{P3k_Kb*Lc=al z-*t-?sw;n2wxu2EZOe*~q~}Jx^bhfp-g=2E4~ng^44{U@BJ*L*`l;MFY1G4feSSIR zaZd12B9xJ&~rt4v$B1(sP?1npH<6B#?bMoDv(SHYtu`dBja#G!7d z+luMk6wgG)Jp;!r^@I>4tkP;RtuI}Z3 z5D}Q=95`p1=6+$F_+3exZN>A?ntS@BGv=zuFO5l2zQO$Tf%GhmFOK0}^~(KyT02l^ z;uxPp@=LdJvmQBJ#2qk_0)~G#&*PpPnxhW z!Nw0Q&bmWbO`d6j(A^|*q&gM_J&LM_#bdR zEp;K!;INUrQ&#t|AB3iqdDOW|htV^?b2whLPdGK@aJBs?7Gtl7%OKU^H_JNfqBh~rP`x{xhk?sJ9XUX^^T|IY`HD7S5QQ`Z$@G+-I zrbU&b@;pb&Eje*3m6D*%w8|8)?KXRtFaM5n2S7XaE_Qq+_v}qv<$R@o9(7v$;#Vu9La8+t((a?S{x~6SW zXUyv}XmI?TOaM{$?NW&~Udw$rQz8HE=bd8nt%}zZrKo4@+!rdg6P2SB=!GcJSY#)9I0{|hCFEO^-YfL_|UQfr?GZf+(eGQ}pwlIM?HwfLu0b7a25;M2PWS)AbAOC*)bIpXH#oOaEm#$d6Qt<;al>lL_zmZNHePC{Au zMN6L5*&~9J(kY`>gtq4osrQ02zBjlmfHl<{2sIyJyD_JC5!uhvlC9hv0tg9#jZ0Zu zfg)yT`)Am1`0ph5^n}oEd`nNhwoZzNWH#@DWa9??JE-n4>>~>Mh{UaKgi=DV1RGxD zB70nC4Byn%6-UO~-lekr6u*xiSUI<)V|T8K3ZU11z}K~iYyLk==~d=HkpmubKq z<2xB{^n7(wkCFq4-q$U^;8XO6h8<7~FB$}MUgXA5*A#b$Lu10x5Qyh^J+vPPKHr`; zlpTo^gT4v-$x0^c&q9gMm-1-N3fq^9eKnQJ@FH&llqQ|5Uh4PE_*%KCA?~`VF862C zyNdDhJ@JK+jI{aSD+1!M%ovHivY)R;31RsRzb(2Gug8}XY2tn`Zi8vd;>d#VfCZXgO`-WKM8-= ztkUZ)FS9I_U%rA@ad@g8Nv(2Pkmhm0a?fayan!1-oGYz-){QSu&9)`5^&Q8y)P~Qe z&sop1o0XGctcNC}I!@I2_&p1pF3^c9i(ccr2I4HKJ#|Y2UR&wgtj2N^6T~DA>u|y_x)7_uY*I*Q2tYZw1#Xzx9+|pkobzSH9IT zSt1h+vGucEd?PY6zAjQ)WsBWf?yq76<4mkk25u^8!BlGFl(~m6a3r?@lTpWwk6|ij zZ|Cn<%H#KJeSMpV4OEJ1+p#3;Z#B!S+gjdqlr2ueU5s~+>I&_UNH)K+IwG7-4LajZ zFrBuKT%lP(@!AxDB%pfi;vqaJEcAeVyVK(M?MMdeI)zA}v!g+~>BCGg#h8|zEf(^5ZOkiJ-YJdRt>#4Ea|vA2u5t~ zO|K}sfXPK0;MQwbDzniQj#-aLickE|6y>Qiz%v>eq))LnRBtnmv{+#brGQVf`#yJr zy7lDI9R=S%x-YWxQ*hf)ef;Gesk*+O&+s+KS+9OlhAPniS%6DqI35akpP`k!l7mB1 zw%NBxNk0Mo)%RIoxK+Q+)I#Vt-X5X&mu$1Yvj%nzD7BnlWbKgP5m+KI8n^pWJyt>m z-DZADo%xnFOg%Y!^WluZiX}Q-d3qe~lly~8u8#lbyIY=)6a^crax%V8lU*>Z65zL; zj4@Nm8uO0t2xr=GgSMOtceO2tC8<^{q{JCs1YSx4zR_=dti1+(ShIIp%#KoR37*P} z1crfqdH<$^WZz}ZylJfXuK0%!5898iHtKgS^N!iF7P_*tHj-XRltGLUWQZ`QnfD5qG7BqN$Kh(ZkB3dMwZg?IuZVG{d z$!n$C8tzTCtj82fy)*9CH6X)Z=A*x8_u_~ejRnCHUAOzN7kf(kpXpXyI4EU#s-o9vUn^{w!_9F@WbQ@oE3 z|CV(Mcez|a{)?7V)j>ldte#V~`TI^F@{RgjN&XS{b>)>SssE@O7Waq(WpAixZC&jA z#)DlZLo(-&V_UHTI-visYU87?DFMyTi7L_n_eKWv^UFj)Z}3tGi5_bYTuDL&ZY=ysoba^pcmWoln^EAAKCD6!QPFZF_Pf{qumCOoL% zHVNzX+X|wXF%h<=^d~}t6weMZ2EIsO-Z)EWs+KnHbk~`GoDlpz67tfe2h+*@3)9uN zx-%@c8P~TOsX=NU_(ih>k9(o9=aTW{ch1O*zUpz0K zB7GSU`hD6o?gGPG8cK7oIDG{i!uIZp@?0IzU-M7}>lrTwZ{|zuIYX&o_ZmU3xPyl* zeAodDW)=kpgkil`Y)*J3^8%MnG~;5mP$z5&?O@>I(H8g~l79G5kn~D=SDF1T9)owE zf#Xm2k!L6tkry);vYZeeIHQM&0HDwzmY~MMQ9{Bh%-)>G*<+()kza4dxV%oK$NwO$ zF_{Uxq2ePxf|@|XM+>=r#iEPgnL1>uDFQfpa7eRBp^TPH zZXkoei^fT<>%StH4?B^PExs$amV^>Sm4%_x=&)B=Wwa`wQY%z%%WY1y1su9HKbtH4 zSsP7}&k{wGZuk3E9vRZW4L3Fz2gyx|N48>_K;X+${M#x|#J00GgtFH#wWxt^p{f^~c*MTWcryCtzhN{aY85wU; zYl_AH=|)+)CS$B%e&$Ul-(o8JE?ST8N9eiG_X#@~xSw86G*SAsYV96^JH)NAU!w<4F|c;9H)X(Wt89e7F5e{}PVt;1M0iMhkb=AZAzn4DRWVK}8~o5GnJXTK%_i zJ5H*z)XkC@6p3TowPPlBE~U4;Il|eB3=vU6<*0O}a47!Md3{herbw(nLcJX5 zUDQ4ZPriFWMqU@&9R%M$9=lS|)9T%8pQ+lZO|nmP&(WQn0l9NpevEo@19VAEt^TVV zBtJ4Crpw147=c261+gi{0;u!RGe)x)U!WVYnCm_aP>Q$cAkbyqiG4hZe(K|A+D{}v zYve}0b$G-bSNVkmD|t7c@t#PPG>g%u6T(!B(k;_byw%T_D8LM#*|RXx^fTt(tZ&GnZe=8J1E?u%hTGdeWi1 zFxk~ya7t&vFY!}d?TkfU`?m*k?;9YqUCqXI>UFXskI?un`Q7NIoxMa+gMe-2heo&4v(_TC$51xag$ zGEih!>JI#jptYF86C8u;_=)H92}J@k$Wyi8n)TW*m;Z`d-#Mp>H1uyU8 zE0Y0jHCWq78=J*pmrB-QwDS`(i&*_-7=SdwOSzq-&bc1hK9wU___PxCmmtb+G$uRC!&Z{>71X;_CV8lM;B*y z<-wOS$Pee;Lu?yfFD6*@jhSsFp!z*3F76tBYx4U`ysL{xIi35CIjfCsj&jb<~M!l#XCPg+IZ9uRz;MF4UF_(I@SM_ zp}rOaTGv7v)s@o+w=$$d?EyX$e)$oY(oqU1(R~LtTu*I9H#4J?R*i~rZs}icsf%TA z7nFs~Z3)U4H5|0y%*O+wiM+9ZSRwI%UUT2p`Bqu3D&kw7^K|hcfO0sXrRc?mg8&n< z^&Axd==QLZb`l4)?JSVrooU5gnUGcG(ZHCLLhEYVNwllcZczKlvt8%AE;8EUK`ml{ zZs*asIOx9Tuq$t09OPdg@kc%d^bIF@j;2JlE%(@~pG@kEzVSS|qh%B+HHT)iRRSTR zie34VeBxBAAAttYP0a%z+HO?%1+T?@uZ8Tv9W|MHAl&J7Byu|*SO0hs^6xU+jc~Lg zT4K#5*~kNwe&#{X_7Vp8TQ&zjn`7JDdRTL+6}aoic&cX>&4#`_w*iv(kLc0;Vxsz- zwOK+1jwK#yUL)D!*7E7w_|#9w(E7>yxOtgQTjt8+`D}+fcy$F0#p3ZZnqe(t>JRtP zAQQCC?gWTGe_#_aRfB`C|L|Lv)I3kt;|`uqs+G_*PXPC0S8^aPi#amiIwbZm-n3{h zLqqx~yBjZeVYP!EzsnZ7MuMF4mUB5F#!EI0XC^WY==ohW#(bGyUun>GylUpF+Fp=T z;y3pi>1Yangx_2SIC)!bSbYV$Y%squoT2?tP5X@ZrV#)HGz@BxlnCgM2U7f#r|Gb0Zm`7 zSjxNSXl^e!ui$+IH3wAJ)nT}2^-`<9I^iLhK%l}N&&@q=unt9M!?0IR4Zgtn9rI)&P?GJYYN;B*p z+bLUyz|Roz^Wc_kKVJLCJ*p13dk)p;PkNGH8kklnn}4{Ij5P-wT=gD@9H=Sn?BpT} zVQcT6sPJgM?@Qp>`|3}V=l9i)=iiLizr@qOBgqsnePkmC?vTj-l?8IOdv90<@&T<$ zd(ZZJ&Ov#<$45=8Ahk)?m?qY@^~s!;Wg#NL?p4Z*z8{{5SoJyJR<{mYa@hg;TgN^M zaG(^NpEga~6$eAHwTO8Ah1%liaY`)@!tk|k&Bkb0ItELrmNl9ci5|B#Rh|J7&l0XT z!-s&k&-sU(2mm>oXf!U@pena5d-;q-K3oq?MQPPV8yc_EcwQWG6*L_tnx-B?sKLE0 z20?NxTJ)1OGg7@}xg~%c(e$|ovMlO;sOeo+rvZ8+xSinK zuwV^D4>mL9=6d?ThMG+L)zk3q62P{o{a>ipt7pttfc|nC`xyS9WSLwrqa-2qG^Yn*zJ}x5^=z%-rmTpR17jpo=Nm@~iD~}+ zo&F0$&-{Hug!=2CihLE=t)Y0P1!33FtM>=ps>}7_N4SjQ-)SNkz^VwpOy{u<)gN*Evg6(mSg%UQUc#im& zi!O^-tIb1rZy-Jw8?&8r?b!$PVH&8Rn@oZQ@kU>^fwCi0 ze>Z4u8YU`dp()gJU-Z-lClFSXtD1v?!9a0IxtBYH-KnTKYYR!Dp!&O}lIE5Slj1>t z$L-s5jVeW~gD)uHATyaTl{4H4SjYQ5ME2~AhB&?^=9iW0ZKn;s56fLMZIyr`I`C%l z%^>1U!9u@l=N|d3f9*6w7Pr^(KRAn9ePHPD&v=-0!G#PDbA3y8HfR;uV;ZtN;Pr`vUJNc5w=mQE2+#&FD{o_w|)VZ7}`MkDD0h>CM1oiy7Cx~VU4yS~eZ zHQ%Cj=K0dvxeJt;+*S3>8^H7X7X%;IipLTvJMt}7kXx@i+NzFF=An$ZRS(O<#u&GA z02|nd({-BW8vgY>d7eEue3We9u^cNThVyqS;fr;ZOCqi1|gvr6u;z!}vIY;aN27^BB9F z>GT`zfu*mJ>Xfg%`TQ{R_kTHXE2o{?yQeY3-iTzFt4m!YhuS|ObCunDBu3)!mvV9i z83szPq~*cz)$%+jNz{39!FXTMcu1kro4Fa?lUzi7^*P*GkNsAqdLpqul0D-Qpx0)X z%lCwzC98{Ljo)!djLR*0~sIm{FS^ohWADPd}i_op5i11)cLPS5glQ) zx%*;#ma;uK>lH#g$mVAN5}%5v-sc-Y44U zttLQETeo(~t&^$n{Cv03uv^@D#9D3ow+RGJ zJ+$#W7E!28M<-b7qV^X5eS%>NE9UDC0gW>jh7YnqG)60&Bd&oNIn;?E?U_VI>#kS8 zCcJ?15J7%kigQSvcsvwai2w4s8WQHaIvzRglH%OrqP|>_@$U)Ru5=UhQ{@9Yon{`Q zaC{4BapTuzEsU`jy+|N?HSt-9g)%C9Mb>U z1GTwlDsi3&xdFs39?Kh4zi0;^eJLOb{VwNH&@MH%!SlESw+-gDLV2uNzSIN7)Zpt7PrD9kE86Z zAK!b`p1XWH+%>C&5~rx+V$XR>N%9CWFa=*a9H*Dl)BFwxW3XDCID_Ts#}PT^Gv~)| zd4oyo0o$r!#dM30{k-vNyHS4h&2IwnpFM3@A%(`otyvFU^17>DZK;v#Ar-X;u!|!F z8B;Q8oyt)SA}=m;8)RIp&&DhB7ta??E*>#N%Xxsoanxnk6b|vd+07W_l77(!x=iEf z-1JE!D*?>P4}*##Sfz^)IZ6;R$Ml7+)`mn^kkQBCTUS5sAC$PR+ov2!^~a2R47@oG zUwa=$dyrvz_V8fLXfB@v&{xM#KuMe`zTbAqesXF;&{~UIzEb~J{r0AWUv%w@2EhgA zjK)m;s&1xapYW}9EsvR_W-{HTjj#vk&&o3~4$Gt~2j!%^dcEOTg;i1n zDU6r52CsnUlNFevKaSl?ziY5_+uyo!I$N86#&%w>uVz>dE_Z(+d?P$~IK;Jp!>Gba zcE)x|#CZMlkVGL(d3s&!d)mR5#RkU_KI>gCONs#%^5=94Bsf!NpGkkb0U%yRX zCh_m%fHMJTG%S|D`Gt?`<-6N|IKzq`#ZP?`%w_yz?z>jAZG$O(`wJg1QCzon+Ju4c ztX^C2?j3>A&Q!^L3@m90Obo5(S~^At#PKc!Wo8Jy1TM|ops&Osw7CAHI<{WdkM6Zv z4De(x%lqBr3TUR$`3ds5y{uxxCPG2pudb|xbz}_z>d*uOw}zUv4rgGU$`)Fc=npcq z#=(7FnrZy>((j_tqCp5s?|TFt#&%-C?*n-MT9O#NA%9AjqS|}cX5s2$U7~fQw$a%B zR=%?;t6JDBtg*hKYObo`m{VWo-~lTGyFIxNkys0Y&wH_-fQ+x2AcKrcZ97+B@oAPi zPu*$_XhI^!{i08w$mH+WW{jn6xn@qrEyg&-mIlsx1O#%ZKrchXugVehZaF~?atZ}v z0FW?!S8ksD1o3U0l+z=3GkAOj9UZhEnYZwoYx6Ro*X0OFN-o95BYg62+;lT$he6G3 zNl+q8Mbzig8FG4ZX@NO+Kc8We77bZ4EQ~d<`pj8Bc`*3x?iae19M98Xi1#5+(4m4H zg#AdCl#80@Q>j5T_BXd*KKY*w%=1vf?&5aTI&GAOy7zb@=~MciFYpXIfo10ilVOR` zoy2~dwi9T z+JtAV4mi&1@g?lo`>JTARhTNVvc_tWVbuRVhG<5Lrizk|K-yckBtwMV#{6uwjJ`*_ z>l5;A34iNJ|0@SC9$t7v*vi}{^Ydr3_hrpo?+@8Se0J36&-76F??%TKveiCb8pjXR*?UZv@Y&1B*OjG=@@YMtoVFb8eq z)mQ!ar?H!A91RCG*?%GgXC?fz!o1D#rD!JdsHS-0MD{Z?OizUVgRR;wo1JCP-KD2; z1}vQNk~AK0)X2SyppmgIcO{e$EN2TZurV(~`WlH8EOs+%^)=VGZN78KxU2NQ{rY^7 z+hr{3ydWV;>?z|dTz*ZAZ*GuxLO61$>FVp%`d5)m?ok4`X#~&PX2P&mP_N zC~S&Q(>D%SKm`pGAN)L1MvWJVaLbNf_f@s9YhuSB{t{g|-19Nl;> zP$)H-gp5n?g}bz$PrI-v;$MP2#qR{6Ll4udgS&8x<_lHI@5{}iGwXRjzCf{y$~Z^W zyI(%i+9)QaFA`1MB~0z6eR0rwgAG3DF1(++`&Z`tzd@~rBpxK3RE$a>VEJQc#AupY zXXpLTvQXl8x7!i&Q^RecIB(0BpAi<~F)y_mo(@wktYh4|C(&kfV%Q_2(Z#*mETclc^t&>EA6c4%&2UCrXB#^vZ_rMEt`hg)JTUW} zMhCl_G#)@_WlZ}(aq^!yww&ajN5ZU$PpC2hYIHu4QSh^ubB`4akgB`+@aQ8o3l zKP8`zNL5mgtvOWr*H-A5TX1(;66An=G+)CFsiQi8ogWLbuVwsjxX>@1EzxCy4S%+HJ0BjiZsZjYrFE?4q0eZBz0D4I<2lB;i^CMc<5iY$QYBH*cIH&lZ&B+SY{tKtb)|D{u!RwK?Zx_r2gGOk6Q~D^^hL;?5_h`2~ z@8T>44#?B9v^YddFROxN7Mbz9&G`)ou~QgC8cCVr+vs*e?%|~ zrYmMgKOVY3vhQ%;a+6qv^QZSIxY9I8>H*;)BGCjl-9jv)`agID&&tpR5zX5~3#R&1 z8{aa*@@h}p`n#Nf@I`i~@J34eMW_`vMX;%SiLX+^vl;7W2_&^}UQV?z}ozl(z zmCkpJc87L@SBCvj)!RKqx7&7g$zyBSM!U{Y+r_TGOW7osEn+DRmIm`CzyVyF%OSi# zTyYwMzn6h~5zBjt8&)aSF<6Jszrfn6sV)99`o)fNkgM50P-6nhjDz4&&vBJiv9w)r z>?j50GeI%*K}|z9iazDY?hb0fEM!Hj=#CQJR6Ca$THuzx&M&svCcfKFy-3QGb! z?5}yl-ZA$4;bnUTil8|MoiB>A$K&$J*Sh{muJWdy_I(0wa}%xWEii33bM>6>w0(qm zbByNKsre`~7@^TA#PY8dw>}1w0Bm6x+kej!D^^9<1w@o$uwA|oFfrwXMB+?I}F&kC?;Ql4ozoop} zX!jsBC8tX}R$O7O#E|_+JcKA5EfUe*OCU@zMj&+e%Yx**OPi7 zjjig{i)a$;74rki-w51 zuE|%6*O&U6`})@?_0u4fXdJAsZp~0ECQ{VsP8#mhZ}jQ+={_tUzt=ikV&L z1x>EK&xacrp*zBA0xPHB1oP|M=7Fgmc|aDoqUFPNEwS+l%G|RFn|i`N10l=an*Z11 z9>=g2PU_VBNHVHwU8h!+ucebWA@Q6O3X`oy4>_a-;aJpg%UEAOdMIIyVxTTD4AHkh z85~w@3A>i?)r3OM=>+BfnR?cj-Z})upL?*6!o~6nT#5=@ww?-UIQYab;FzzmnR#WW z(leYZ2_#>>5!$^ZYaBZ=U$Hh7nt3By6mzMLCfFcO02S?Z#@YFy)N}{0NVGGQa{YwtDJbYt^Q~7@%ce(A zesoMb>oc88;4!4iCq?IpsD@P26gxi=Kt!6yW={EOQ-2HvhseR2tT?S6>$<~^D~z8J zlJ_4#^H#uk*~$qUhKPyEG8fmNP@w@7Co`5*as`c@e+AHgA3^2psW?kSZLH5MB4HaL zy%LU?mAE>@NBijhFbos!*cOM(fvX7*=SnFo3f0#ZFTW^XQbByVF9a&yb*VjDvp|G} zHhnxv&YI(yYJW851SzCw1S?!ccb>nYR5uVi?H9LK4>a|GW1XgF_@!MhrqOnY_|xGn zu-eG>S2=B~L9fy+fl{I;A1|l9hGl;GJoKOpsNwJnBW}%UxyC&-LHy+6 z08nxBHGkLagPIQbAC?$+%2$pUr|(NbBYMhS(P$zR^%KQ0_3o1K5Axj`UT5lqYFi_8 zJNOQRv0aZsc~W#iW}@2$IPy`g5kaPu&}lS*pECM|GU>9W)ba|;iS5~-GD`BV#$>Z3%h|t%@dHz9kak4;w1e zz3I++_XJz;TPZq}nV!EHILLGW`R=J%xyvJSi;r+H(;3w;^@bf5i=tA97KQmP;J}0z zJ}$cJGLiPW*Wp-$lb8(}$%P6W=&g=Xyo&msWXQa&tAyeR`PZTT2zDFu2zEHjeyQw< zQtgzv-60c#=QgG9I4o5Y_-;bb@5S5%+Ou~rI_)BJKgJ|fHOZE2*S4fRL>%h1+<_~Y z9Z@|V`Le5m3gO|bxWv34N-Z)m4`xZOqMBm?jCzKWu_p2_oTY2P33F9iMWkQ;LV|5gA$8_NhSygq#S(^HC0_rs^GX^Sck@`)xC+w zUsrZpCc2_Wpa+W!dXYICd#}WU5r1+wjrp#3H~pG0?h7>)zpMsXE;W1z%N$5O`v-#7 zJ?MpUdJX}2z(q_PEk}8V1GzH&{2`8^7hmUbLdO@1^SGtoP5|)W@rg$pGN#Wa{9gJg zhUf)LFago+RT`TJ$)Kh5@zEF;dd9`4U)5>FrPgQc2hO$NPnJ|{NiO3IQ#n{KR^376 z72Ewhn^WeOkh(*5s9=R|f4*P~v1PB!IEvXkV4U**VedVoqRQ5F;T9u75di@Sr65Ui z&J=t2AO4HBD%=l>y9;(#P8*G#L?`I|=bh1*X5^-@Ig+ zF!3?Jai>Azj%M8ikhsH5wuCWMn?#5+Y)-oGDC29wd-HxAU(E{U4!n(ck*I!r0bVf!H;x-RuR5d3D0BZsh8}SM$7AI<(?XMO;z?I?h+x(&D*$asT1< zMqS3;XZud4lrdFf9SL*ceKYsAnJdW}om}KG+#IrtL=U)Iq!*K~d1&l@=JIG=2R+hj zW?HGp;PjTj>8L2~Q{NtoOV`key5x;*avIw{?rn3z>qUJhx7&qk50#t$c*-8C!y|oY z!7DTQhZ!XzqsxrhEAw&pvv&FArPVVeL_B~6(pRB}eD+HRv!RGb zj|~S`U?#=$GNcHsFXQDZk~pnEqp_N7KYv4!dFEK#J*R9Z$x-j!p` zNvl1pvdj_|&K1KE?mp37reUvFew@D_C0)Bb>9tw2peH&sBUTzaia!|R zqd%=`MhYoQJdI4+s?nTG%I*HBq><2mA-Kx_S}+FTOUEB~6Z!9>W+1l|cWqbf!b@6c zsFgV(YJ-K4Y0 zgm{6{miq;@cGV|2eroeAa`n&y{G0ev5%syT^FQ`CqgQze5mMhX9V)0QOWtY`0)$FxDvAEwjeFZzOlM9}^wUsTuJr zBwQjBnYB&os&EYT_rEMgPE&uHWhXo(Jy*1p4FDVWz@6Dy(>4 z=f7kO%6xTrO7Mw?@89NV->*NTguDv5o%T&VrM)CrAy*%)OkLv;t;_hd9Y||&7v8k$ z^58)z=&8#Go@ZFl!9-N4^0=5;0rjn5dgDEh)Rw(&tdh}@RSj0-E04JGu#xebizldA zQYNLB|C|AX-i0P{F`;!}^S@&XaBo1{>{w1RKJwpR+5aGW^yjZg)k+!XB2rOzGV%Za z>3@09Li%5OG=hi!K9>HcmeA70D>NRvKQ}t~x;vDY?`37rpg>2V5-9fyV9O`|D>C3; z@*!Y4DO0A5f5VG8WV%j`Gg;76*x zl{d=}3@JG-NIU|IbsI!@DzmYU?5%8gWXLDYC&kmE1CRAQS(31TQ;i-2I!EJR4j)N< z0EVHj6gi3`kH;4!7jdVXo{R7D;}h>2gF&eaG(H#yJ*J8Nuj&&TS_T6gcjhL*bF3zL z;#^(8jK~>jI3Elqt5ty?-MbP*pm|^xZ$SEM>%NSurT?d((X)FmSh=|J8*bQvT*L{m zu>(N3jj0)~N12HE7G7fCe@rXBc5~AbT%+R&-5h*#2)%;KxETiFG0Zof@t2w-D@AzaU*1 z?Ve~jjQ`n(p$SaNVSTCaa>VWm#8iYOSmIcxR z^$KD#Q)!9jryqq!n`s<_AkfA*sM3b&zC-BN^X;HmujCGrc*ga6-|2w?s7D&4G{pbi zgl1k2R~!eNnK{lnTV0r&y3d_=8~os_L&?2xZs%*CuZszS3Tz|En16?S&uM-AXdjP6;cpOljY^);4PvfLrjDel+X ztHk|NbL+&eqw(fz>qkS&ZbBDp3!IDl9Cn!!bMEDUmm#N?l`;BqnRUqsk=DI(>iFUzKnH?y-?0`V|H5bOkWKUF#7Ers8YGxk;DpED=r$CygHLs*{ z=~H0Ec<46a`Aq=PyryN)vCv?!0u+QOB{dWC@|$kiff?WaJK3N|*#&nyuX{fQGB}Ef z#P<1lPpI(W`p4Xr_8_Nz)t9ckQ}#>2l1c#cN^zAF^g^h;*2ePrsI1I)C2~-zu}Q$t;%2?V3n)I<{;G_ocP|| zCIp0EfHh=ad4q1m0mY;PN2fE8q3kS{4W8%Iq)SnkhDtVFDIPAWB7&AJiKbD3CA7GUh~MQsKGPZYIrpc$%fgV z?qW?FIgbi}gF2|;Ua!~{Vl;Fj zPNnzQ`*2`5a~y2J+#vGC88+DSxNU!moLas%)^7Ob69eldQcjkfz(&m( z)Xhwm1^K`{SdN|oO@Rc+zr7MTkW^GZ)E=)k%?4Es_7p39GsBKc<2A!OBj!FiY8lB7 zLfHY`V~^>ndnuDo zmI-%z#rygAKVrJd4z4PAJ5tspE=J1gPudWr^fR}!7Y03P_<&;B^=&ybuCX1@{b zVS?K7hP8Z#6TmOUaN81?eDLCexn7?>@byteBfs+ci1RPrIuVVPH2;2@)baLV9;FIo zPq^0bJ|SE(xXQH*3XxZ9ip|aDUozHO?;#^wkV}(5;f^szLGCJiKa2oh+=tRB?A+J0 zqr5ZBks0NGl#Rr6k`9#pW2(<&EHaWE++v@;T zzmG%=AO;_!m!zl~{%G^Md!Ft(n+SIg@M-LWSbL?+E6l*a+~jXAXcP}B2{ z!zXKa(Yk5?&U%J%`POL`FP#3Rz^?Y6fqf(E>l1ZA^|gTlyW#7!Tv_B%z?Q|`BW9Cq zIDaWTws-3KTBdl@=yK$)Kql89EG{OMQs;Is1?7>!uF#jWW#k-*2a3l_667Vmpo{%t zPh#9Y;OCpNB{q{H0_KEX*aDJ>BGokVem9U+XFwPeT~)k=YN$`sWr|UN2O}v>ei+s; zmS@~K+FmAvM+*NR2 zw+bLKcaR@=`wQZEH)uj_MIY(cbI}BP#6rIj}+RlxSGO~Fg?Xe zpW_bawHIoD$J5p1$q;KRiT_IcM)Q&D*A0LX9vqYzaTZf z#7gWXaQG8XQ_BCwH(({_TT&W8v%+X77N8dAI`Qs#FA)WO;F5NK%{we}vUHxW{P0;b zH)vEG=Fj|L`b0wVghdMz77tntK+j`v>u83emU3ctW%PO8t1|Dta7{ztcjh0@%l*+% z1Qew1A{L>!Qzr{T6Q9gWgbtevfsf>m7XV&rFs}T0NijRYC9tZM8UnMNcu{)?MP9xn z{skdpI&;Y_FiC}Zavw6QEfY&WIfJRzt$cd0dH>`Ui8;xdu7GxQFde&pW5A@eW~p{v zzyLO5{YF-fVJe~O+uN!IZaUSuIIQG8GSMojoX=__@p$}L{LtMfZ!s49<73xkUaKx_ z!e%*kvhBqsom$X~ac1k>=~Ydu0WV)~1FVTNSF%M`zK*o8^aT`u|9FnfXPsf%lY$MgYX%hwCXm+ zm?N3x(^mR*Bf44Ljm7GWz=phN%qLvWlc{@iu(n&~GY$SY^j@e7j|b6_zbv_n4$iqj zqDD~##T!e|$exw^?e-6W$z=dWtPZ_&+*@dMXX;_q*>c28$bfVkxAL~`ejVt57 z-b7s+-cIySW^n+gOYs--2AyfEiNNWhjsp^xj^tjrMN|0-$I%rBJ{v6)1{GhyK|N%f@#IkVFrOIr!aEQ zSKE)kW}aF){P_OnJRfIunzcCDcjN5iFB27#dFHpg zke?$?{KTqosh&JVY@;kyC@(6S!gcw54x(WiO1_v{0anxz3shte+-#52c&_{O$02aj zk)Hn+vQ+an^WEc7v9JXzIXbgLodnaVtc99Uo)U?iefOLpv-bNSviI_yA;}{oF^^9_ zmi!J{qS;S&n908UZ8lxQe%MiN=RNjzA-*sh52?x|=OT^dX&2RA+9@*kzOCj9pEXG$ zORhY+r&-x6m~y*e{CU|eLZL|24wp|Yb<+5Ytu+s`J(VU+qnJ+pUhXlrHQ9_&U-uLD zKXm4UA4GSOM#d?veKuH33{ENIouB+%@ zfM+IcpzcvV_g4xf=P!c$CJ}UX2wJgH`*lk^zUv{}$I&|ZXp{Q~EHwaJc~X8FxYr$N>`qx+fX0Lf$Bn33GQO+3 zrxVGK4l#X~?w|i{%7QL%>-obI_MFygLNEjW?)Bs1@$F!Lqp;l@&cgLk8pI0IGOhr- zK1s`#O!dJeI(Oc_*JE!=`Q-UmI-9BYeiT*e-_=J7XPv~x^X}B2B+!I(+B^x2Jiq7H zboA*9PQ^Vq$n{BcQMc?AVuiSP(HQz?|H|1l&)QuFf5)Pj$p{j8+nzLl z=Pr&#%50V*ev+Hrazd?1CqHOpChc1<6=@6FuyKvt6J1_cid1nFd!;|ut$8Jjp`{;HWACjg@+hb=%3t>Y$Kuy^e2ZHMYKwm>@Ap^1C2&KkdSc5z2H{I}EGuS-%2P)4T2d$rc9Y#64+N1HFO0 zVIw~jOx__zFY|2_D0Pr?aJ9aqK8)8{dOvWHkS*2^NNv@yNU_FP-Xe3HFP69U2;8fT zcF$UH3Bz7S%~gl?)+w-g%GL{b7Pcjqw~7sh!+6&149jH4D0aAllPB2RIuzwN)~$aE z`)mY8dskt!8frD|@}wWSE_UAQ&OfYVL5?Hq`{Rz=}i1+Wu@}(Hu;()ZA?U+J|2cuDwNwqZ!rOgcokRJYO+pwiqS-@ zFXoLtkj#!UX9ukq!*jaj9~{(j#507ItI68)er~rb%JmX>92bQz6HVAY`4zao7Vp)IMn2gZL5j}{_E?df&Yi|3FmMb!F)tJhxK*sPvg8QdzjS^MOF@cF zidv!cVXYjnw0}no+t9w_(k+24Q;1+H2Q_Hl-f~~Fi!soLf4<3w9OJH};#0L0O*g7V zp`xci0=EjVJKUR`gSC*PiUd76_yAjbHnGXr){IARhs?s7N%6UoX?(N%`E-Zt$0{@4 zW`Nd)yLFssdG+OMxgYRIz7BB-P;ph^y#S?hccMXS&DW01rUn?(?otB;Y(#m6e_!qB z(?$gc87YaP8I?z-Qv;*&uQ2&2nSy)CaAzolR9Ab6=mck7}e6U z(Z!N?HW!4Aj%Dao;9fzw=6?eNRa z+JcbcIXR`uc#7Ij>xy)>x|3Nt%PgZw3!jDdQMMxQIY4L%WL0M}P8DbiW{Edro|~T( zv=#FF>l(|Y9f0xPfYartN$EuhQH9~|Fcpj})UgW}?R_ow{8^gj*?w0_vs&#MH+9>E zr|gIz;2ywi4BDrdXjZh701$ci46ea%qi1r4UKma{+w+_Bowo`~M`Gx~2dciFEb_fd z(b2Nu2%d(>Jeu`emL6HL`^tpL2>wX7Y+G*_n{KDMTO2ZXyVDyJ;U9=5YYJ}#h5$yL zt}A+vMI3=ZaaFbkQ%!^I1q$Zqc*1nK+`)h>dq&SDPYeHX=g5m6OOzp!qK%pE{ zvMl~~;Cv_aXn%dRPeIQ(OZ5eBKzZ*@4Vb#mLj=`wGC6qyFgofohx znoJ+BTa?TIlBXK}tKn}ZD6XqYZ7E99rYC&FXpUgK>yG?-cIBU`!4zhbXeiYO-zrg8 zcseXL+Wq~GT-v7@kb6X_m#U#J&XjXx0|E-IBGqkefXVy7Ws?6GX3VK?fM6 z^8J!|FNVVRYb>5+oxDJ+qFmUK<@Pr-U9`obUdM52%W=z0f)>uSPM|h`roDrhP$+#u zpmZQab}U95B|DYXz{W-^JJx5j%Iq~f#>n!CztK0u5 ze{8zla_{m2(*k9EUf6b^g4`ssLLR)9=dP(Zl`)i+c9OQlL!){oIXl8OxmmKE-T7_xn5E7k}u{uqiw3s=Fns{@)+Lh)4^R&6!kp%8sXH6|LJ2oo~!^2 z!F(iZVRkLB@~Tyh9t(Il^ZkL|jK)*bgWt)LF&?wE`3=}%hY;v~M9_oB&zp~-#lP&! zR(1I9TWiVMomNDfUru~ptzY`wMZS)deb`VasA1Q#SvnPfFc>|?$x-z zu6O?M?__XysnfEr@(eOzQv#&M>GX*^FZU6hNvB)JBxeUN3)SZ8T)L9PR?#BTW zW^szY<9ZTD3s-WnT!%m9N4YKscb>Q0=ToG%NWFTYQ8IoZ*Y=D>y@88HNuF>BRCR(b zIqr86RM)>)eKzCuu!xFDtF<@@Y2~{V(FFur=jfpXw4R>L$ ztchAT`ni8Ev~b&)k)Bi>P)+qJ`xgMlhslClhf^`PeBoA}lI+jm#xPBC&4iCVY^mLf zx6Dpu?sqiEkiio*R4!2HNa$LMnjHx6q57YUg_i491U7InRS(qR=b0^g`46%1ZMG^)w8+~#A`iDMxYC9xxLZPdk4^lL;jaW+2UJy^pVWILL>F2;M6z5ZUT^)f zDUCx_XQeURoSTcD)aLAT$T)d+^Kg(rsD#E?x=MAOGaw>0M6`|g!?%irfz(7<)5EYN zO%$wHbh9Yw_}NaG~fn03^QfyKHfutxcOe zwpcW9KxvIIXp6I5{X#L}mtPn4=A-v1Nn4b(r$^g*HF`z+sFIU*YrvGQ1dX8ji^gGnT-6Zbep zug@&yuO0KR%=o|mMoQsA(dB0fx962bE|h@qD+QOnmblp3xB78_+A=uw_lI@!hmp?fSldaXl2Y(7$b95QU;#D~V~ zwa%@KF=aZIv7aYA4F1_O_*b<2ci*6^@ShR)aDF)B>)`f|x5@l^VniVy68`6h`D;1; zyMH4<+C$J2_j3UE>!zOVwBhUNi$Zqe!lldU@f8p?vl_InH^2CMbbkh2<|s{nw4GVAo%rm2m-jL_e31ywoPc~7$y^2RUtkD542$9t~=O@?aR(JBrD z4602_Pf2{gw1UUiSM`F3#deM4TD#q`1&&~N>>}lAv z0OR}IV*nMWwR{2IT>n#{0ZvVI8x%l8;KHb^67n%iU|6ju@QFbWeFKRd;BGhq?3Ok)d{^eL>h?b@SOwm>oIhUt z(5De|&K83}sFEqC$5Lr$@J9j^rhcj2g#J{GNA(yO zPnFF;hI-E6T*CVDY%cXzo(jjBymhDagtzR$l ztI8XMq-dahr=Mq74P7_uK;1(7;Be~=$X~lV`MSlg`98~P10o;mn%XA5k9I*5B3ba! z6u_R0b&73PMIC?qRO+D0{CA=$g5zB5_ZQpQa@(y&R2VP{6~XE1*a3KypuJM=>uPZ8 zO+dPv5nBMlR^*^YCiFL!_zlx_aPl)rX?^%RPXK-=_)dz16m`8uO~8M>+5V^7kN=Gq zS&Fh(?(M&3ZU4iy|Bto5B?FG}rk7E9fAe{iZ{NQ7j5LK!{%?F(aOAvcx(-eh9{u^O zzqQiurAV)U!{Ndbf!f~+(g!I#;DUcaq;+`jZ|zpRa50 zmp^&5-7Nl-K!xFB>fgLLGMH6fUHtMn+cr4sFzavrN8jfZQ&ewS7vni$IMg4N|E<5| zBm!mV_C_LF(CRA&b<~ zh8v0pQy?ENo}J(#d85g!B7aWw*?t-7baJck>r;7RY4cfNyb6BvH%3s>|H?X zKuCa-Ks@=6SCI~mKwhmJWQK*E=L5NF%Amsk-Vop@Qe#(*&MGjKL8MVJyetdHce)OP zdiB4c(o~n-hD6OyDMg*W=$Qozj01T53Miw>Im1|?)ECAM=?P8Lo}D7F5FZ!f4qR2x zW7~_z+&~Xpo0k|1!-|^iFQpc;)1M9s z^{8zOfsutsb)64lqXFaO4KOlt1pNr5kk!GmL=8htU2DdnJR`VJBbj;`C@H4^%duob z9#VC*1LA*9kR2{{EmYvAC%M@`K68ipZ?_h}uyCd342J|tW<$O)&qcc*AxMbZmtq=F zPns*(Zg?K~v*lG4Km`Tu>~l~KB_qLS7<0Xk`eg|u+7)QMpJSz3DcY76BPa4!gZ9L^ z^xA$UP(1v39C-}71trKeP%=BT<{QxP)Kmh{zc9vc+kBD-kP~W0CEy~4&l*pHJ1-BE zYOB$1+JU~xZbckaCwqVqmf>ZxrcX%hMy_6|ogGNdvCUgaU9u?}_+)Bcyo9$|p^{B( z<~_qWctExCMn4r$@Z77dCymTV|AQ7#DB^+CX8o8Qhz=(}h)9Qx*CWh9lx`*Nq~SS% zp25ygeav0jwW-q$7hHww35cbI#GvBn7_QVPvw4rxk@JT>^lWpnAr83!n}QB+baPokL=JqWf_wGNvZm znPqb%q-rW)Gd6eF@RfN|)4Kt3ky2CFYdfh?GefCz#6k{p^38KmDiC-cYDQGfxgeLA z*2hN|tFU@&2lsU;_w-Yhne1Bg1Kmz+cMAvF+5u>I$kL*j%kxk%@2=Ri59vxkF91Ey zHyh(N&v1Fca6!TPdtso!uIj7?l%)Z<`a8TLUAM6d=ln~IsP8`_lh4S8w9 z5557#yat8KAJS5%avr68z>9qF?UpT60Yj=vg_m@G90IA+#*eR+2-vt{?Qaqkx`jJ{ zO8a=ky4r0Ilei5+qM7zpzpAft#$7oz?lx!dmXVRCmbMZX@)3KE^>)DtKY>bd7S~y z<%A5eMC1`=gpJFnHS_P${~oH4D|&>>|1>G&6-E1{CP-$i5-L8yVYU<{2LvEulRLWU zeIbk1U@b_yQ|4R^=$AQ_;qj*@r(%`j*D{yoh=4RQ=k!N#iZx3dEv1qtqwkWm(KvQY zLsNQB|9k_SiZkE-37~!WJZ2u-(d?RPMVRHXbtd{snFP}nI&jDP>jN|CjkJiz znDi@v!86#k%bJ)=*;iP#t9}2GU%bvUrv{a`H_6AIoA!TE#mNLM#%lO|E#o)&`~yt& z*AR?i-umY6K5?ur2xZB4vQwuoq7^6z66GSlp~FoCdqHf{Oy(v)bK)AawiKA95ybOA zsG+Hl3O_Cork~T!kwcfb2`+~aQ)#Z6U}ALCKYDDWjTN9EboI5*dp`K2RU&geMwV}~ zD>o`omYTy~e_U;I?AQ?B>EPRdxN7WqR=yk-zT&NqF0*qV2bSNAo;7=S2#oKEy`8rj zAM8N-pOeT8AAa&fE=iWVXf+CMwqo+D9A1 zksWp%>MT2G71Qu@7I#FRch|Mu<62i;I6*i+@z8aY=78@23tH@2;_qKDn~k0qw;(65!zU)SRMJ$40J~FyZ%E(KweS@> zv|j(#srY2Kg1@qy;h7DjTxD(iD?vh5iL+vfzS)R{XI{h!)>rdOGJT2+0NGB8c80Mc z-QknNSSQ<>#tOwiQmjM?gr= z^USn8N`mwl6-Wht&x*at**uJuJ0K!;(QbUZM{{%}yMhQiXxt~pw6!BVkM&?4HABM{ zmwrf7yxsHFB~Q^NFe91+4cA@N=TkEp|EPC70P&Rz3to#!%YW7{z=ZRw6K(;$^rdD) zZGjlUg~l@cz1U67$PC%fOGvi#Wc6JMnFO<=SF(MU8})7>#i9|}&ZRA{(T5bspyi>) zmk)om5VZ48i!qCY#6(TW^@8dIpWXbnT@+~BTIZuZ1LDJv!w?Q;MZ3osl%9u4;KQUGC02ECd83EwU8Qu{N)~20OmvBQ4kA<3T2Uk%dP3 zGe=t~gu_QYxrltnz@@H)?I}-7wYEf|dHmmoMCDxxkd2Poxo;tz5#=H9-i3t)rFtbU z<@H^n$lBoR`&i?>+kBYoWYNPHpAgvp5~Y2svJbp4;APE8ABn#4&c1~D@vualxZ(b!T9|kH%;RE=PkUm1Rr$N=&HL{&xP4vtf)WYL3>d?Hp?BoP0SwT}j?m z%Peiiu9Qjxw#uZ8&lF7k7Gw?RL|%VuV$;6(n|8X@Mc?A>pPs6m%Clu8=AewPzQq!e zvW4rNr*Yr<0W~>ykfD0Cf!56S)O~d5WIq}Q`T6RHm5OIR`;rMKk=P`jTFM97rv8j; z8Svhr;n%alWBP&0mx<^1@|GCxKuVWz&0~r&+_t;z@!K&pN8II z*3GjmH{DZZWOqZ2=XND~*MY|VF%8_z$Kh6AXk%X0Zh>e3BE@{nbo-zlhWj;!rYGnb zb|Z^NSU5gr(@I>gmco&-UglYMycJV)^l;d9oUF=hbG=}|dV>BBf*TSi# z-8xzjbzN^`8vqLG>*ijcYyNtD_{1JGHFd9Rm`V^flq&M zsBPfG!A_Wy@J{AA6&)X-Z*{YSKwCNR|jLR1CylS)Gfc=h_X8((Di=JnP-3qm*6Dh6=P!|f+)fI{$@Ro= zH26k`O3KNDSedH#tC8xDN0@{)+rsI{LeVk=z8a-y>BqU_9g59BD|bdne6b$=QlwWq zm0$Mjtu{c&o)PPrduY5hj$@i{Dz>OX;VZ(&}gK)6U7_Q%CNg zKbxkolUV`+uss-cy#on)MxQTc2TW1+2<-PaJpe1&{RmhXZ3QIr%zvH{o=F2hysccd z4Awk(fW%tpCzib3N~oEVQ5-7y?d-JO2J8+!!9{MAMPe4}3(Cp&=uLPSR)X}N?M0$j zJ}#1NPsmbBxZG^Ts0Q=1_rH&u%miU?y&&2YWUBRvU^AWKQ+j{@5b%wSE}Xq~G5ts% zsoP5;nJg~Uw^GFihW@AZq3Hd_y0%qBWTIhRut#z;Sjrua!9@F3vFOtz*7(A`pY3kR zi`(*(T&emzt~}2}??=*n)Ce@E=|xd|m9y?<&Wq|SXRD$BK-2l#B_1I;2#cXqZVsKr zK@=Z%=N#rl|b|H7+5n$l> zB5u@#9%@>hTxf(@8=o+4A{%GIoXzQl>N4|f>affvdMQ$MwQkG-Z#C4mkH!pD79q=#@{Ha;; z56u!2DsS^|l+>kgSdk-G+^4uL+oGSNbu)5mz*KVr$jMWRJ|A}N zIEcHLG$7d=8ACr6<3kluo4@|`^PNrYw3GS6C}*R+b-8;y^A}@y4)0T?BuDQxQ+hqP zz;qe!6`RzX2Yyr$%4jEr|=mMN!Mnp`>RD#P;4*G2i=YG#Lb-H zOav+U9MO5RzIJR{uG@Y1%!b)re1+0Z1oDb%D$e=D1cgN%C(ndg;+>2(5w~1d~Va`VNJDUmQt1N3isB)Mh}6C)Qby5^TGB0kX(V%K2bU6W(6?GIA8+ID`PwD3U* z4Bxw7KIib}JJO`)1--DBX1yl%-_655hxuQcBY`a_G{Q_Plxf zG*+4+B2<>t0cs53=1v6m3wiusFn3ndW))v{PA*Bp-m3e4Zef+%*ZjtDQa;tkY{QRS zZ?`t)45%Odbeh}C%dTxcW>GX9s~!GFkdrCr9mc<6$4GVqIQ)WMc4hW!KWrPSJF>HU z4eN^DNAK{qMJclvx4P}-qpyah7=I#u@k)T{ahZRPTs{s2dR7%hkddLt`xnV(t9n1( zB8MdPL@^;Ou-M@rb84Cue78G&CT$kTc1{Y9T{ndsV}zh{KClKpOt%=s*R>Vlr?Ss; zu0KuwG&nf<@I|xDsrN8O`s7gXVTka|m9x&evWrvqi@1sdg3ntNKhb71J-)@XY&yfO z9H#+q+lWc~oI^E4d6J&nlV^O^z@HD8JXmC0rOi-4Byxu#FPZc>iRTP6YT!tL?8sa^ zAQ{`ZNlV-wX!H|hKxb8#YB&m8r<(n+MO3OD07Cv`UGn%rp|KCo1I<|8n~JpjiuMa3 zSi(m=z9{YT$0GA%e*1yA55cl=V-IP}nupleY}OswYlk-#3AwmD&BoMsxHh$mK-gPh zHKuH`5Fq4F>-aqejYfy7=7U4%d!nu=X*@K2_U%Jj>i__IR25KIX$p4;8y8>TE9I_i zx=jyL)hRq5f&0k*;I%?r&#ydykKXS)1-S*njBcZaAvAkDYte_?v+8}$&U>RYKjo^< zyVkv)Gt?Etn`5^v2Z`Exs;|Cv=v0#4GWp5!Ccl%Ykoy^b1gvUJL17Xkz@HYfXBGfE zJy*Xl0_{XZ#oNFZWkQ!Ls_Y;rD|}d|w2EMI_)`nOv>|tds2dP#X5yTKI>DK)n@|X% z8eci`Ww3aguB>tQfE)ipwlqPbWD?KUIxmE+EBgNj@d)c>MntB^5~*MI zzSl9&vNEAij^T_E--EqbxfM`nPQeoMQQthtnZ~)55vGfRB>t=U>uHBSc=9B^D;HE- zMT?x*NBhl)msHnXn1sYzr8qY&I(nzTTs5lZg2^4(zObQM)08Mdwuh#pzoWT*74cUz zWBic$hc{O_xx_1t_L1o%2^_gP&BI4w^Kzrrylv#0FPL5ySe!pDPwkf)&Inw6zqfZ9 z+TzKx$I_ei%ql;juT8_sor@A(<)A_wQ-m`3S74*r#(@-rN4a?=$)&V>ueuB0lO&K2 zgU_Y;hG9{KR;EqFrfnWSv2xFNlLqd6B+IGg*(N;gUV)_zq!wY`dhW{d{AeF0oMm8v zXM5gyr!_au6uux)f3K$&x0g4G*9{bP`ny~USL8-c!=3S;*IjI~9CnQ2VP$I9Aic?P zJ2Fo?a@~hnM9%Y%M zxoS@wFlzHc-e`Fcy8*MX$I{3{rlczuV^Vi_N+& zf3La@8&2B>iYI&SEEHf&j}ZD`vz@x8O_fi~clPy34gv-C?5bp+A zM(@~_E|ZfsVXf0=imH3F%yfyxDC4hq5r{RUEX)g^c~{4lS9_Swyf^|LcCgK!CBa=f zFp6BEI#0o~9(CB*=CM!Q7zsb#+G@_EyHpaU+h>9Uy6}gcQX+%*I`m)0RigJp7fr_~ z2pQa&M=N_b1n8>|4CXxS>{~?_=Hn%(SG&fw#0HO(6ly%F8_RW1>Q`k~)l(1b4 zKdsO`&DHD^Gu9MTmAv`;D+}?6 z5=FyUneyCbbC<@#gb16>)S~TTa4xH&T&H40RP7wa(j{K(NNuH#A}dJdLybXg>SI(? zH8+2GbH0j$fZK((V5uwd?-e_y&29ypLx&|MBYUSeUaCU-@%v#|anTw>GkU zLH-@iHFBN6@8tP9tP6gzQN>fvbF&l|SzvV~4{GBM$&u-!Vb!hIHM6vt>3mrTdcgj! zncoiVEd2z!FC4L#qviIhIx+_&L|MjDafxm#U&~dC%Fy-Z`s;3>R-qY|I{~+-_I7la zM^e9f_w?JlTE=FR9Et^_-ss(%IWY~4dE!=$rP0Vt*uYoN*)u%-lB5TpF!}CR?eI<0 zj|Mc*4~o)M4+ zu}I;2d(31hC>=K!=C3OjzpPs=P7`vkN$uJJw*|@Xu)XQp-B9Hz_SR8ibH|3prrPjs zb+X4kup}_o5IHrdVML?9W3PJeDmk#w=kKvFP4(90`0?p~=;}c{QbckLnT{?FA8DrP z>*(){S~+U9hYk2-(-)irT7kN`m`TLIjK!u2HHbp2>=aCCbOg+LPF5J1uH~OC12s<- ze@$DEO&B$T^CWYR*tDGxm9K$6^-zhPPSRaC=0r#|;#!$j7WYB7)N=r=;U!Nw=)R{? z1G{|nRzGK%N+9+#Kl43pv>!HJuYdvH(s-DD#N#d+LA*orR zCPPI6Vk{T@o3tOJ7rV*H43Hh_cKC#(?_s=h@~pC?DQ!#IxX^YEIOA+L^Wt=vJ1${5 zY|)*M8HhxOtJ0{haGMPB->CHGDr7{Lw;C;#9$Lu}!XlEa>uiW;3INq!(~eK&N4u!? zy^@*RvtZ6dx9y^%6COz?;dYlx_No;d#sepIX@!vmOd=>Fyz9_0SA2;2lsX1o& zbh?n}`$v_GY%7H@O!$20L?Fjy_ZE6|7$3f}>6n06v_^NV(>cJx44N632@`KhFJ)N- zn%zNi)wLS%Ui_P#rA|huid%YyPvQFUF8fa|%y#G29NC;bPDS)&Jb|6rhb*6|n2xn> z#iDm!&Je?nvL&y=tDbvw>jRMG255Qisa`o2|D8b;MBTSe|DmJ${DxkV86XY{ZEEvZ zyW#|nP{rSz z#ikXy;%2L=wlzA!7WNzLr%Z}2)y>2EA|*AT%Ms{ecx=0Y39;3SAS2^)KYO>C`f2{& z=4muhABwpd#3;xaE(g$EAPrM`Y<#AUQ!-se*q(GuRhikkQURMDtW9s4LP!}sdRLC} z|6}YbpsLLFJt9g=mq<$pQi33j2qMzb-5{OP9ioINdFTeEySp0%>F)0Cw?FTjTW{vx zw-#&G8C<|QU+w??<(piEu}K`(uqKt8Bv?ZX4o-S#K<@uuwim^9nWokR{9(MSwO-hP z2ggu$YY{ikI@6W8i-+ns(r#-)d*r3^ZI8x`OWRb0TTk|?$OLrRhOXz7Yx#Rfyw+w# zj67VkO%wZel)*=48|;VvN%HM{Tp zgnP?#0CYa}dA9e1rly58U$k!IP{;3C^fiw(&o;Y&V0Tv4fTnBdUbcp%VqFADUOEQ8 zSxp~eZtsE4@fT#a1&&!)+uNb=QBkc}fZL*t zb4Y4`y7gFspYpxOAPt-T!9FMNhkK6}tF1EX$r!-YWyy@XiD!m$ z>;>Pugkeug(Ij?X28Vuin>yf{U@encbjvt3ZP+t%z-cO8Ht@iR4hTkcyf+#IvI(<*090MeE) zyBwtJGpOx9bi}PCi`Bf)gJmxeqpnC87IS+=XQg1Pg#awIi8=6aX~Z(%_tw#@vdEQT z^UbAqrBDuC@>Nnu?NX??^De8w`*$Vk%eAxMUfA~;v(ehT^zm8--s$F$J1k{h@Lykc zk6jQG3y53Ju$I*%tu0P|I_1ldCDPMY_rp`%x~G|~J^%R`mK0p?L7Y%cZ7MLWSuwVh`kjD{9J{iZGMj?H{j7~p8?KwA@hkJ7bmMN z)=8|M*+i3(Zhz-4u#Al{=*vn_0n=X4Y(5>MI)6t80rw)EUACAexAKp`l<0#dGM&Ph zU-$ilJQzvs(RRn3iVwhqj_<*vIyLkK1Y_GCws+YLs2GN%XqGlSJZN#&Z1y4s#Dr60YQ; ziXvZT9~&2f0UL?kL4mnI2a|XUObM9VIXHQ_=(VKWa9I|!79%5_eBzyfmqj@e`ADpmu+Ns^R#*I>w24<_ZCFb9qR_jjJTXZqP#PhD8%bH2BX0BWgt50Fs97m|Mfi6Wb_ zip2U(#I|W6l9#rDFh9U6HfTj2W5 zJHV}$NNyR4JC!}_RmREY4bz>pw3=4bq@Bh+kLRqz-&FcN&=;N)PbNSIv|H;b!Ekxv zo8fn}U40>mx~XhfYcU8JXF7?QyF;NTOQ8ZgvE^H~iD}ao6VLezWSU|QSQ#kkyk&m* zGXH#fYA~fo{dgZ0Pw@C6FcDU}(E7{7+uNV$m5PvFp9Ir=1;huBV9V?qr11`lzmn;g z#bY8Y4SZbyRPB848cKf0`^oC`4xjT7arsGh5=@^3xM!=Uc9adLbi3~u`1O5=KF)k! z$4c(~gM~ZUIR4l^=^ax`MwDpxQXF=~JEqnWQxUFA5s71}>Uep;?mQ2!#GjPHN9N1O zYyU+>WBpU=nbkEIQw&}wW34xsQTl*DFqnE&IOR53e_IK2Crj3~g|KtBpTdzdL|QUn zyGx8S4A!v++Dcs0HBpb4vkelfg#;|AnK=jAB&c6V7OLxR5Ig-0vJts#Dkr5mf(6M* z21I6$u`8kW=e0+=*lMj@HedB{;|Bv4+MYR*By57Hd~RARvS1LsIDOKh+I(7*qu4!s zn)wIuYad?iQVyTBoR!F5ugNo}8C`gDu&%4dezm7@wlQDL*EWo(9^HloDulX!HB@9U z3SKW@B<@njjS|cD5xXsN=d`&>dg`vSFI`PA1f5E?+AB$m<6NwBoxsAJr>wF;5uG$a zyUpW|OE|Pg?Qp$Rk=fspjj!V-mBRnB9Y)p`0%{Mb?>pobY`}gur*!j#`3!Q{aem1e zK{G;F6<{P_MF=G+ff=cGN>X)e6%TUhcVPO9aVl07->yQft%#?rfy8W1sVe(4Q)5>R zN7ktm!Ow>BFJx(YZLUmOFR;{hC}fWKlpj1l|Lx_{h!SL|BdB6BPnSS=DC((@uH1)` zYxkUq{ahX6PB@8KY6HTwm3B3$z_FPN{6h@W{xmElmP8Aj-g8CNQ*6eEnjjf~E@mcg zN%J^2Zc3jLPmy0jXy})^p0&Tql>RY?A`dmC48GUvCxWQ44U7yg4>CU>X;V_i)ygXN zuqf#m(!=ncE*q)nS4Rp2(|h!$2xkU{h~2O_bw3sM#p}+^yLy~Zc#gICK!CawXU!x| zt<>G_d0%PN3%)0i3Xw!SNnsY1MEqs)XHZS)Nu+f1I9D3(o~(^b^|9V`rSA9rf-l|q z_wbb))V?*=*zfa=RBzr)X=K#u^E34-} z61!fN&APil3a)a{-8z}-_a)8YrwGAuKhU6U`X!jBEkZYDE->*y_8tq+>=ukhKe{V| zuhIgE3ZV#M$O+f|ff=!vw&3S$;!42j&PW2yhl&38RJLArx#}vVW3LY4TxCtw(gaaT z$qyp|adK1>-UJE)6NUjBqH3hQ7b0Z-b$!28i>?Qqh9aqXRzTIK!U=SR@>gR(v*1d$ z`%6wbSN(FY8DkoRrf&eG)#Kc>oy?;q7MS9uAr(xdiXqYN4alI*tOm6k4EXy z&J2C>D7+pks#JC+b6%rxSdDk6qK;HaH zGFNc`>mtYK@n5)>V#LTt5iFkB&=Kr{cs!42ugowh?oLJ^8?^u#1v?-e*JAMsYVU@H0=FR8}KJCVUuj3cS^T-07O} zeoJT*oHTGZO>GtT?^yoU6TakH0x`a}pxyj*^<)?5)6&Uc!YY^GuvP-=~XN}~%uAqWXm23s%eU0~_6UaO|-JTr9Sb~a? zcR+)$)CZ-N)?83z!H_HK%n!eG+m|nU_Gr2eBNSCTp)SGS@+PQy zRt*GkxT#P`7Y*JCyt%%thC)gpFD*Z0m*P8`X(UKM3$FuLe*%`C8KIV#= z*vS*pSzcqMH*|-Ga0VD<6VQXcyFgb?^?MtPbmizKPsT6`n7*J&(p9>cqLY|y;s?fz zM^La&9uT+INhasOSX35)`RlvH!}s!hWFQGb4YV-uhJn?xH@EI$!vgHs>!#GyU$m7V zvaUZD=w32&k93p2elK0p;~Myc8R9_Hwr#1eQOrqpDQH6W@-X~35O3&0n~>!SxAi4l z1Rd%2ti&CGP%l)k=xxkWta7`f(S?#&>o!QgMOF05VF&ws8Vx1)jg z!%OOHi3f_?FDjRG`(2p#d%r^a-2w+RS61?Hj!zLQ_r3AOJ z9%yH*f?_qVbQ;k7l8^&Ln*`4%k#ziaAUwbjrgMLn4+W5IS4A2!Enb^wgCC24?ADq3 zw|*K?8APuW*N5Vzzft720`f3Ov3>Pi?*Nk0X7btj)aOVDDykUZ88Hx@k;Gb71b-WI z?M5ws!!5J(E>ET+nNG9=CwvpAqj#sPck9$XU)WEYuSOi%dnrtKTrHAq8_iQ0u;*O* zR)bSf1;W-9@89Zmi<`}{F2mI;pZB5|hhvrr#o(<%24KCt$vo=K_Z3CykruYs24N+CDZL{OMewe$QG>T^62hFp(fFx{7`MKz%3HFfG z0!IcPivR}K($_ARVEZWhz`u)u0E3BJztHb)o0k7gy_X>NK|=qg)_jKIOIC4@jv0rQ z{(SdihWcmWm&yz;Uv|0d0Th?wM>u!XHC&^i6!|n>~A`k922zL2i$8(1D^%jeHre)h7IV-eDlf%qObh; z>KxRvEOa?T1LV80SFBW|T%ZTw$}%rHC3F)uVqmofxlB={2lv2*b2f|!7A*p)31o(5 z87Y>%3UGs0L&rP9$_fn!mj*4RNY~5jjp1VElaDINUD`9y$lh#Vg`cjRieUSJPC#}A zlX-y~XyeO}zeE&Sz1pt;aV#a3?OAFP6tqefE9r}%xqLs{km!tB{R>^WOiYSA`n@5C z-!|t@IQ~GI-xrJO+Y5q(w&Fn!-MMWvBS==>{vC!-^Bnq^D&{wzV0^FsLivo3Bn{u?tMV|S|_6O5i|@Lb-WH7#M4 zm=hu*j7bb}>n}*bvCS-DI}+IoaiCq%dG&*uWd6_~A$3hy*?<@YCk0cYLiHAYlQ3C( zkYrv1j|wbZ1Nk}b)@w{onwA1(q)eR^W0qMd_x&?*N4tAc&Hz0nz{QdrfVeqPiBwMk;q9Hv?5VR^W*gp{9JW|hA%I<7g{%XdnzdDK8gL7 zcZAT>81(*K-f>?-#n{v*Hz$qw+Gl+sO*?=PS;;e{Cq1X2i0O&bx^_PUuA`yN*F~t( zhZBv^{{Sd8oaD;G5xZztrpyX{-9IwvEoX__;{~9$FLBs|z`HbQjKLD@d2ZQ6mlhO_e)Y`*tO(0qxAF3(7(FEBe7nzm z#qhUUzpQJ7jh&(~JizMl9wK;CD?s}3;z;cH>t6R*rJFelIFU|N+3!Ja`+C4|;QE*6%JCN-`Zr!rr#;W><*1J|m*Wc_35Oca5xyN)QOa zFuL`ah6EUa_TL)7{IjLPGWH~}r0NP(?-ZJr!KX#K7FT2d5hsK`t>)M%tB;9u;vRg$ zdmD_c*S9etV@8g9SWIUH9@A^0Gfrk)9fz46*JG~Y;>=FPjrWP=(V4RO=8|E5dnjkW zPHE(n7jQ?&0lMYupG2GOzazAFh~;u<>@9GNpvUB7d6pp1W&9>zc6Y5NGTC;&*`>j6!VPux6{~6Xcpr z*`*k53h&MrbjLX!jlu+1pCiWH%?9gDz(QTU=fHTaOhX#k*t*cTRA~iI60idL>>DjE zsoW+9J_G3S?FB)_|VS02kF z!%Hf|guw9&8Zc9rRf7<1bztdj=(Z?ux0=!TQBW4$ROJ@p1B>|DZ0yh!fX4Qp&V zAwQDU` zVcinMV_l~3<4k%ME}5}~^1k;o!bWzGzX}?3Zk=(K>CSs33LWGR>QygVMJ}QFYDq8G zQ=!a^7OVR0NW$=6Y;RSA1*cJDCT%~t!F6NHO%-^DMc~pE4B`@~v!&zTeO~eEP8S@Z z;rrf_^z*17G89F&PE$jLFpH*HW9vEoo6K#G783+HZND3<1VfwADcHG|B769gEgciK zqj82Jd@lyw?3XPDiSnleHOq^jo)?Qjc$Q$a9`AB04RhY$QvbSyV%FnsD5eN3 z05d7ap%qIJt2t*QHqytb+yIvy$tD}N-OS_xArFB{ZPzQD_50UwI|a^zY43TA`wdD# zOxXBGRidKLaw0QquywOY=zll5o2 zmZI|^uP@@tu@IXvh`U@R8fbn@!XSVg)hH&BK1`YOU0Y@}Jn^g$c+-9@M1bJ!zY7Rx zSoB{`>wo1mH?Ya^s3^vJ0(@pR)$Pg#zC!Uu3DhE8;*kRO%w>-X5J`%<=(ERC%_Ve| zm~M8{a-92GP%C_UbaC@L&&GDgj_{Y`loA-PioRr#tv?Q2QLADW&RDNQ5XP}+)I11pbSu1Imya8{NT>uxo@>$=U+fd7fDEcK z4+Zw=3Zp@E9IG|CuND_?CAgEB3TaKx+Lw64n**N~eZuG}GkC)$*7tVCIeo_6`lq`Y z;jD9o@6Fm@_&=*qyqXvUWjEph5a3=f6>d#;BlE`3MUyBFN(b5P*00~L0NbAN9|AjI zSl9gax#^>VH`<);!mpEJ{fK*)-Z$&g9yY-Ib<$tJjavz(Jh1RWt%y@#_q*B53)-u$ zZhX+bM4y)hG<(xR+u>|fnG+^(ow`470n2L5t>Xs>V*!JH6^P8}X26#nL?>iv@DF{2 z7K|LTH%5j_O??>|>VBoq66)0lc3c!~u^%fdK@`#z9M#{*#+3l`V-eLPG;BT15LbhA zv0U$e;Tr*nkfOL76KQD>MQ|4`P^bB0B^1sHylO34hJbX;*6j&OdXi6|ZuOG${Q&u{ zuh%F@D2=xDNZTr$_}I7wV2`O$ImO96O?O4B`9{W!Zvx~_Uf;BY`$I4g1Bzs27d|{q@LT_Lt)&k7 zR$%s;7{$5J$mju*Bq1Kl1g8}u0pySTL~e)@^Sa)Nbt~UxQ>UO1z**CyeAsut1NLy3 zyV*A|#X3wl@m-HOSERLyjQ)#Z`0r54OghP zL<}zL{2s`>{dlPq{my$;xzRJl&x;=Cktb_J>gB5cck0)rhUgG-*&H)E2q zWJ6)JmKbE{hze^7lnzw$|N1!CE=1pDIMTnNizN$L(1V0~NN% zY&5b}EIEO*^rZMDS)O6KKobXC&8Sc}vf&5cRmK~DVZhw22{UsJQ?AF-v`TFXk7%xk zEdM;jVy)+I8V8o%m$kMSRd>^Y8=4G8@B&On4M^Z&&%VCO%NjSnGY$a2Mk!U=7Cm zBrx{e=OA1`M&cO^bmD1PI6P&uC|vd|dIr$Ba8-|h72>xG=$umn`N|>VY^5X>WDsv; z1b8F-sAqY9>J^$GWf|(-*2?TMPf=f@%@aN#D?i} zq1$ipNE4)-xgA6<0`7$hBmGWLU&73JJ$b;h_|AN3`y zH}sANQ{@xauOsUX(?5X3um^G#Id(?3{jVNywO|zK;d2@uye?jltSCJ9T3>t(?6VnK z$EgxA%V)y@$5drguaeeW3Lcppi2OCqo`mGpL}L}`$W$KhBY3(qUF%)6HI`u0^(2Ci zdpuRVtG@`@0Uc7P#)u%M3%DHY`**5I2vFrHTYOli-4E&wQFb_c@*`eQX>ls+I5pck zueN1f?9b0W$Oc<`_&bSkNl!e(n@^UN+26PlGMQ2@j^R<30zA7K%Blm*sM8Kq{)Qs9 z0gQ#r+9y$Z^?E&GGoZ8z(iLqVt#1S&%K&ymUG5(g$KRha|NJ5;8;T#xUj9D#PYIL% zI3xcjNH2`l%OcErBEs%3Kf%8QoOv<523bc;k;!kr{5eYZZ<$IGeIQ$ik?WKb#LhYF zH6m6+^`hG#G0XyB<4?GJFKW~bqYb72e7o)rrr7es_rRzP5d|8{`B<0sOa%?_?g9f~ zIVwffBIu$Th~NT_$C)}b*+}aD@S*+A9JOd7Yj#r=SVN z!Uvth3Oo)CmQ{EKo;IR{l6`l9!WQ&H!Hb z$aiRDfU~dwOR_y!@T;M4hfPUcao*X0xNi7Y%ja3W$b02IRcu6>n8M|TkB>J z%0jaUc#>fS<>f)iwv#W$bpsivAozVm)szunW4o0AX=&Jo;`so5beJKK2m%y$6BGg= z2)!C`HyWVuVfvjot7^{lP87>2QSTb(KRQ5MYv>37&q$qV4Gd!15^&(0rW^HiT0k-7>f6p*?8j zb0Bj+ORh&;1exKJsW-4F%N57D1}}(EI9#v&XV);a;M*>QEFFS{c}^zA668x*07LHS zxs-csOWNpEWG9gT4>yTOS8=)%$WpY=Q8aA2vz(uuGgo@_SF`*-u1%S^23$UuldHNj zy>aOtfRaZ)&;((89`(c11~ilvpPNwpra+9|JXC);Cv`al!0mP@g3a6_sYItWpXDYKjHEr%GZF%Tat4|6xSs+C)xKIYwDk2DSq{Pxf3J z6~OlX0$c+C53K;trAnJ~@Q}7)$g4Gtn}f_t76N zu`H_#tJabP1Z#a`@6P=%w~UfbTeiDSo4MuOxa_%GJ3zQvzP3WzE5C&! z&HHT~pMy?d*5lUA0i>u_K%puOjVm#xOyz)&aJrY}vsOU0AlbPQN|LNOWROEfY$fmd>8uZ>WOVgQ3ta!w zaNTcpPha}in9EDIlkxWCEB0lw{T26IaCax34Ts)>Q*zZc4)~|GZ7}&ixc3tb=*I>_ZxgHKC^vjmW$lJ=>DT=>4u|s_3ot zQpY!o;O8UnQ{mjU3fmtUDyum8-$EH5tA6j$MGWbnOcW(|o9!f@2R2Zw$)m2uG)$VV zQRi00q?8vezRcdbwjkob;^urc-?2YnXt(~hu4oWvs2G-h-OB7PYc03rYqxJCG*&=G zN{1a7@PrFI0n~2SpuNWHedC+f6=E7QF=iC8C2)N0U=7pSKIlE!zo-IC!ZSLc$WLpW z*qI_OP6m?5y|II!&kInTr@+T^web0z3`WW@Jr@Pvkg5NY2`FgvSf&admpW>@5QdmG zJiXjHyOSyivT9w!VL~GNrd>=49^j&x0*vc)n=j+2tSeaJoGNI&HnFU{O zN{q1l;819Vap}$aB{MdJs}u1AMIDA2B_m@png!QNrWlp-^dn#nq*V4N7UU~s7R1cz z($k}AI^TH~VRJvl=zI@!FpN{qFEY*RnQ5G|DVhI{KgCpCA1+8t;G9J1t^;=n`Zicj31 zt0l)Yw+K*{mBAbn9SlKGlxV#w_U{HDTf6}=Ly-l{FiVQ40ZTR`VolV3Ru?r%-9cc# zHB6_{$5cybE;2XZKcZc6wK2=rt?2ltqLDve&kW(y83a|fN4i{G+IIL<^)Y06x`2hq zVDTP-x=bl=QksrOb6OIb6g^6qMUgwLte^3;i zdc~F|hQT@>cs^!j@YFb8L0R(iv%wSTR)MzEJbvxM@YCX+zp1H-4IUTGd81an z^tpd-d$K9~gro}$Knr+D;J{S4fZPB#XPKR%KLIxgS}j1j(iKVvq%v^%006`Dl0*O$ z?Er4rvNJQJDeKwrE*T16+6v{ zIh?p$o$d2$LNFj0QI{WOlmD)ZXKj@*7ny>p=okaJdmC z)f|}ZbiI)JvaLWgwdDU_7SobvUW0f^xp8B!+swhk+5zC`K}tz}+1Rg^8MFBbRP?d@ z2ie$hT)~8;sA#47$b43sXX3bI5k$m58MW7Br{GEV#9>6mNFgo-_MAFLL--GUZOSi5 zE&&dj86_R7tmhXJo)HELX!CFBJ|Z!IJqqmqgWgsEc1VWgA+?l_z~y%^ng~X*QGh>m z)n(wdW6?rd8YS{n-j$HOoAZ7T#X%j-Bv)4uw)1(oRw?Yom;YTdF)sZ*oR-I@#uF-l;8^wM z2Rj4bgJ6q)Z*Wk@ z0a;7QN-1qy(J}Z@V@C&O(Q(ZccEa4M$-Mr?BYzRCcja-?cef^s^7_{DjnCKn6cl#e zc4?gV*JN_#-&<=8Bg=X!?7D zXr&QlXP-~>1f(t#;_5DNyUH3-@e&0;Uh~#&uM@3td7R!2o&@(R0)>8I2+hfD4aobE zw}$HAm2zfXGOk4^k{8rRu8|D1u9}u5vB~fJ$1ktLFL3t;4lUk{Cl^t|S&jjr+7Aq& znb#tCwVHeK!}E6CS>{q3d|DUtY5hIo@Q(%mL5Ra3q^*+C093-Q=R=TOXUP&4Rieq zjTV9Dz(^yiO{_bTaT#2&-=f)!x}f6Sq%05@gP0C-=(6GzvK8+se7sIJ?2YLJ`2%#~ zQA`m~pRN059JjQX*f)#mD&&i>@bJg}4@g3t4p%zCy7g$pJ>1_3Z{xwq=BPA_5`$9S zQ;?Y+2*zmw8!%eRDB;*S-OQv85{6WL*z5wlEfaVLVF1IeQx*W(-HH(>K;RY0VA1+e z^)<5BnZl2EBA}axAv!wR;8)XJHu~|!BUf>6k0P*LG(n%Pw9R~~UNJ!b9W1CO8Xf)p zQ6T!R?JdU1;{o11C5sm`hq-FyZ&g)erU2A<0QT7D*$JnAKgR#}Mb{HA)OT=vu4e^3 z@jOcCVyk`e)ZE-vzx-*Ln55_xbLfV%6b@B5TRQL=RXf0}M0E+?TO>w*TT9CuGc&V7 zm&V6Ql5`j;^Oa_cZNXt+H(dQ;K7b+bYi}%PH_$6>MUr*}9Jr!VxEg2!@-0D1O3Ecjk=RcYrNor1ndkGK>;XchS3b7P?JM=@z> zrO{+e!MnY8vvrwi=bihFdSj?T6IuisA&Vf5bi!7;AbDippP^KCZ{g2 zTgl<4m5QSa+gB;j_Ieqq@#2px01!pP^LuZUBf!tEx!20V&u$C9_c8vNK>#nnH@kdR zwQet>F5v3{{$m4@8es%WEJjW+r3bNFY?pv@O7RWBV^Hh>3LfU>kLY0_CtczTnZV9r zbWz3pE+75oz9&IZ8IwlU+E7vm!GiNZp`Iw0{T8ezQDBy~9Q9kEG@(wF7a6jKO((VD zy6RO4cGuox_1$xzJ$z!+7xxXy^h9%M&l3ATx7^<^2XAVbjjo5nUSYJ-T??&&xg0>? zs9I&eO^>8erPF+$x@0Z(%`4a_&~*kF!A4hlW3yQ@&um;r^E5WFeECG&ee-#okG|(< z)~bSn1Vjz>ju4cH3B%o!u*j|1RAS^Auq)3N1vV_4izQlm)! z^D&y#Ts$(9>1dw9OnJv8(Ck$%Kj~}*K-T8T3*TzhQj;Gi4S`srjSq#IbkXK(0}BD7 ztSckJ6`eVpt)!$Qh(&V%oZa+h2jI307&eW`AM+tauD{;4j8LL#`oa(5{YEs9I?o&@ z0I2r_hPwBwnTOkag1!8yqbQ~jj%J05ib@yG?+4UGscAP5{r-5daL18{(|khSuslQ!`lA;z_PaCYxlg1j)%{J`EfW-=*+|tpNWa)dU%^v14F2ge{s5j=b2s`S|j(0 zX)R}O<|XEuva&MWnfBJcIDxQj;;reV@M@uZNvRPpl&kF z;MClmLDT#8?OU>i4qxhjx@|Dv(SO@k8 z3IZTv$drL+q{V)F;>QQ6TXKZ?OwdV~d{XnvSZV}ZGG1M^$9GMcRybN9Amo<`RomS~ z#C=2|Ori6px#-Uh8vwYG+sy8)+RW9|x{^UeU>VDhjQ#cVQ2Kjil55xvWn$Pdx%?&@ zp~$UKSl3Rg5H~a z`BF?)a`z^2lqPr~b0)1ibvLYAAm97JyQj}uUD)=JYLj6IMdXA3tV7d5bdMNpzuH1Gr9vlU0* z_{_~2kC{Hu#XB*WtoNv2Kx6%pc3(EvpgS^)1k<1-I*7QAT=bH{4%)R`$bM*vYR#02 zf0s~+q)=@({_Jy5kUVJ&1k}c$V&;jP?6Ek5ks_j5}$Ft)qln#Eg>OazRz^QwuOPTkF!g= z!tVR5N1!Hltoo+~m{b(ZMc;_^e2&s|79+>kmRuW1_TkIM9w(Pis>i&9CJ@YyZNmf7 z@xx0V&ggze(#v+CE8jPt%5?jvH-69W*zQ9v2JLu_=xunsC=b;N3!KIzldN{!lNZ4 zm#)`7+D?|+r)KOLO}4T2g+py7n3!kTj!zSLbaYQMjKwjS{OQ_AuG)0gNJ^es$~L_B z6Mm$4WFP+@QpEg4i8JBHw%Z|K2)J^d%S zVtzvTz=ru&)`fdsTyCrV`#q}uDm$3Cqt7@xJQ3Rb4S8Gx1LiX2(svHGyn6!i{J>;Q zUDv?Vz7wCmIe0Gg!S}1b3=C=c^EJx;G80+~$)FB*czP95Gg&p~mpoKW+r}8aC3@aE zUdduKc8jrYtQlP-+iXdfHi}=lnT^D_WLwB6mXx2~BgF>s=>e08WdGKke5g`zIe4tt zNSgX}^Ctd6NxV{nkUEjwny6O7dm01B71roX@BokaMkPv5@vsK-;~*)&YLsz|^eTp( z@4$V_e8GEIegWRzES_ZK6dxPfbl7u9O-g&7}W%+-}>id%nskmv^FDBT?`D%Lcc_q-`~qoSm6-P@MT&N!WagoC6xP~%Zqk{HJ1b+GqfsxX z3PXyG_`}Y(ay2cl?8a61hDRGoB`e3ePe;M2@^Y(rRmdM3X%y2xW9hMqDNm8`YVYu5 z5lOBO+=}%aT$M%_36tHwDBM}eT*m=Hv$%;r^dBa}uCIdH5zRV_b03gj!f8EP=yvzz zxdywk*1A)Y0AWHtLIf-%gBdfB;;#6N_bwJT)@9Rt_ZuY2GwhMNe(I(YT@Q9779NKk z`Gi-PFAI%`>g>?{ft|#Ge#+=@r8iwVkv|K?QAr0waJzIR+auW|Bp&C26vZd=aT}6% zGGAQYkacs^9%jq@Ir1*6;|B@}dISnf4($dwyhu5h=R#L#xBS9iL#&63x8Lskv=1j+XA82%Zho%{N?_x>YiLe zX-$F3E~YNs0S;ZUEZPKI$F^^L8ga095hYO7FAy=nIYUfvvmdgpdL8^wH*xcXw=p5M z&uH5(=Q4To)tQoX^FxGYw!NN@FMs*#XzX#`@~V9IN4tdu`PbH;=*}N+_m^4D?i`kN zy4p8MEBQW0vc=r|ezGxo8uv)D!ZC6+zg}we?q%Gt?RYUi?P$hw^a@)pG|?(-V&3qb z8q&o1L?fP5dAkX09nOr_x7%x0Ns(}Yd3t!AH}o%dE?`F!?g3AsbZ>u|pMP(l256|l zPsv(nx3G{fupP~G`$b(V(J2rpJ3zQU{#RVz*WvrnsDd2l2sdM8-|TMB;@E49f%gdu zQ_ziQ0&^=WtEwk1?vd9EAO2L$PmeLP_6(R?9&h=pU^5tB#*Lu=+yro-f=(bs4JZnJ zt?7Plpb#`<{pz~}QW9os>33vi>FSqrf)%QtI?k|3^xzAzZ12s>@S(e;Y_Q~xF$}ic z0O=?F9d;N?8s@Cd-WJ<)kHao-(mtVDDifZ}`Vht^B;+~X0N6s&R^m_vu^<`x5+1%voY?)_3ySPfsTlzfq#VA;H9uK0g)jvmW0> z3q;{JNJ(J-!+|X*-Xt>mBjo0SxW_rE``7`^P~%W3VV!TtnL-Ey468842yhtn8 zNW(69JU?!0Jx^MSvip!Z!2$$oLPRNU` zO=O)p$ObUu*nyyfDTLqBB*RK>DYk3^9TGWa)A zC+GC1Sn!eVq4Y~5wVb`1tn-)xcyLyY1jUu0o!|?l9wOhqV;c7qbfmz*qP?G_+*Rf; zOf1P<9=13VA{b|uz5hvhjKupDoL4YrcpTEhoC3J#M1uLKb#7LCjrkS6MhRf%>dXkG zG~HDruF0q1hW2x`KOBfC%Z$D&Gx#)qzK-{+fMXqr&HV9FRuSK0QHMKmpP#ZP)6GM} zWmcAG1*t`3$*;Wd+V<+qni@_w-t*=Aj})$D96jb*`0x2xNH847bZd+9ooJe}^X;Si zjBwmfxE1p?bD2JLs9f@0I(@Gg>ppTI?Qx#V=XGNqsLD9>yCBSRmRwC-=e4?U_Y|j_ zvE|XKJzWjJW7z7nSlz1=O+#?4xprBKj3)RG&{z6v@+@|fCjO)|!4e|CN@Ks0-320c z3aIq#faMA(0rV%!%)7$i;c10^A$5DM)0oeL89|n%WA;x>W72zofmRa2s)^aURB>Ku zf6gmDS#HUEhK-Z(1G8i9ID=22hHo+Yqubm0@q4UD2_G>{$z2<^=GErWIUM)2Bl1MT zosTy<3v`<0A9fXb{6q;+`P2q%j{XyBxHD>~_)ldnQ?d}7t`N1}*8{aDu)l_M00|2{ z=3{bvE)vd9qezP=$-@5W!;=2m!L`q6C199EweJdzo;GczsDH{Di&8+1ASBEDXx%W? z95o4ufzL5)?>Sf4YFxJ|yg!WJtVFEy`jz8>n`9%F!~7k5^@(8u5OC$abux%vDkep; zg2%A%rTf^v1Li0u@Zgu*y?231q1L|*+CXMaEO_@C?gpU4(7?VoV&{C(7fzvSx{U`+ z^vcIyUZMGq*J{Mqi8{{AI>P#ldPt70!IoTBrd8yygszJ_*-GrQ{)s9!>vPH?muM$twW%{ma(K z-_C%t`(3hi{1@W7z1M_Fj`xKGONf1oLO&Ut6diH#PBkd_Qwwun_}ahUeH}k~gk)*x z$V`Q{1FlX>zWewyAZF%Sd?wO)fK?F^MGyv>iN3XfSyCK(^iFF3_MZdi!%#dx; z=o2>?R!(wk!GR$m>MkFG{ME}JtC9Q{Sp@5t7_76$aiYqdfB|cFZdrHnMZ6C7Uw6G} z7r042VgHEf3LvuYCxX9(*9@nb8Ao&^_e#h-u4Ivu97*r*V*`5#F72#dYUuWOoCO%p}ps_1lcjcHj+GXx5#Mg6c3DI%Q#YtXRP${oB zr3C}+h|x4DG}5lyxRGq%l8zlZX2kXhfNA#VT5wWmKVg%f(oSFtAhRQ4njteY3i(9Q zZ~l4*E0cvlseXyft<=>tApFT=Z%4R8-f<_Qg&eyn6`3@?WDlE#h!aV15ALI*e=Waw zH#uo@_Jf%q`}w@I&r`k9EhRucE6pB04Wf2b?%;GjN!Ayp9wN$=%#pW zw0Vh7bj|&$LLca#S5fTC!v6XiZ+M+Fg_Kmr5pn)R$gB?ZgudP;1j19>;o3z`O!X#hqr!rMSWL&J;! zRTR zs{4tt;)bea+N5;=)B@jcavS34B~3?iqO(qaWG0}fl!7@XqNIeq5@7PL6lqW?|2Q&# zasa)ouwU%n8~Fa6?(^r*-vIA`ZG8pK4Ksk7!`Y1bI>2Yp2k7*2Rt@&^3|unsZXs0= zHo!#sJwDbd_+yYoR@$y+NxyvQB`hk6n8Wt#kX+lZ-tbdkU>F!5-j=L|7ul)QQs=}r1ng?ZEgRm z+$FR(t^|%YVA8hu))_{dD6OHV^>^;z|GwyZ1;1LSJ8vLkQM3Qrc&eh%Y^>lV7{a!x zMP=UsVPiS~?L$LDQx4n#2X5g6ZWek*)e@N|!WI%o)^Tn#eY({*muPc>`CHj4rG zK=8>~%XQzcDrE2TbhU%h{DTluzO1uru!qo0JXXrTzB9D%SrJs%7t7gy<5+0x_>fY9 zscD_`g_WRTU)&S$J{cmJ2hQ+a8brN^tPf=+WI72kw(3{=?Jf;_U=-$)Wf9=-ic3j- z(dGyG+J0wTTOub`OV&0z7eMgQ=M+bDe(;t_2Rs;oqpQw?_rxFqVQZ##GDaMnj7Stb zdS%TYZWl)YNci%7YwxROv0<>gJc(p`?{+e#I_#He6W8+m_*lFoD#@HgKH8Fz*SqjZr=-o{q~QK3R2*=Xug^M`AOmrL~R1QTsonopoH* z>$dI{K}ux`5`uJtfP#cbNq0$iN;eajq#}(H(%s$NARra&foiv@r>{D46#rWzIiF_>~&Y0c)6H@P+%$ja`4+{{1W7)IF=vGaHz}e z-?`Clt)B+<)3Hs6a=*XnO#On(8CS*a`)sXml9xuo{7h5yLsqo+E&8Jz1f)3UNh@KsTqB zze~WpE~n=+!6eAKL$LQ?=F`LUF|c!LG-mM3fG`cKib<!WjM&h~tZt{)cZPV}=}oukn%m()FA!%*RNTqE-Wo8>%$nh>7JS7t-siY zBj!xvR}vd`mEi&->rrpWuQ|)@sj34Yw`tY@>CEi1&|ApSK!e3o+`F0VC~tPl0%`2Q zFjOdJVb{Y!F}aJ|hg;^dU>ZLt!!s1ADJHkav5B+GpR`Kv%ePQL(NL12`U6liDU{;V zdwzQXGH(jpWb1%}>lFrOg+JYPn`ja1`IJMhmq8C#jywPmpotuLb1%QuTi;i6q}3=? zx@Jq?v%C)305gD1E4_RVVP2qyftKrhEh98CX9~zCSwmr7U_!qU2aHD=+Zp#2)~m*K z-nn@hV2Q`hvdK~tT)kvMEF4!@Tm^ow5&Q{XUth^aZ&Vy)0{7M}v%Q~h19WCSb<#Fx z`Z<#fk=tId21M4gxRB^%B97O{PWt8-EkKmbQYq3nXqdm2{cCZV+RNq*5z*oO0pGD= zZOx>%guaBgXg+6wPKa?`IdoG6KIj4n)H-8MV%-}5E3Md&gcJ(zW?xT(8S?K!nMWoQ z4z?h7r2Eqe*sb@@U=7rF%r=ete$$4KE^>47-cmdfL>|pku;*H{SpZ){$=?Ny#UOwQ zqNe96yD;N86UG_2lBt8!hlmtPh%qrT%GAJzaKp|I;3~tQhm1H;_x1n%U7`unO71D> z(usuwO1Vf?L>lG$Dymp$yX!=c#0&VjrhnqmxRirr;*+(eSK7NWhcFJc;6wyApwWMP ztyi1+;A$F4&R!QOmpMi3-`62`vFW6caJ$P7ul*b3NUSJGqJWV9?5&x$@IqO*_H(QCrF@0L+w)ZNSxOhCdegk&t`QFZmo2cLezqJ0n``)c?80045q<$W=WXR+*%nv#NZmpRl zq_<~0w;`ef-Ws^zXW#XcHAfF02<9iCDw92mk=7-Aa zlj!m1`V?g@fIE?`(VKT0^oG?ZYKV;|BX91NP3NsU-%U%?cad|9Z+bp#SHX`Hu_HfTvn1n)g z@Ms~Anmk%RbBKwFxmjVi0S(D#TX)1y|R|=w*Sic?6}%|RC4=I@abT4 z$%`qt!!_bA^Zz3#)RN9(TA7X^oY7p7i0M-A^w+QD)C z%Y=oET5C!SFi}_K%|fzLOL{g2#P>QGTG1elG2%YqmDQKWKd>NPtAv z_^_hBkIP73q0^Z?ge{s57 z5`-`UcKc(Zr2`o^uEbTQvt5T-_`zRF<_Z0WVy!yGQhX9izz=LlT^}7e!r_RFq1?U9 z*3T@-^m#vXF25!w7EUZ`_>+yDcDD~6CJpR<#xsX(JdF+u(__a^*CjjbWErTP?0H1Z zPkTHy{d@D7e*EJQLJwd6mu)Lkzt%4nGd;3?QM0kVgFZ|yzIhJL!1+r&X;||Z`78iY z3pY=l|2hEI>mlsFfrK1|ATTyiDGh&o4hKwy`n-x5t=67^$GA?*3zzvz)|><_%P3_mdR84V2$qtMj0-oF;-0?-q-+Lo2S z-a1oep@hRi(We^@(*Xepw)4%^xj7c658L;c<*8DWXU#@6!Q7xL7^xv9mFX11Z*)C2 zhvo~}Y&hz60+?50r8h3an$ohYTJMK5sQotVnpE?d8Dl9=#C&Q)uuc@7+q@@z7l6CJ zzi&;_>Dr>;BQxd%aNf;f1F_F+y?pmOSSPXFza;cwGkbpA7(KpxV<5f16eCICB zIlUFqZuF7np_OtVuZ}hWkqdwGy`*GN6kcyVs1z`>c?w?Mr#0@FR2`NccN=!EC%M`~ z@q_$28mdHtx z`ui9(>8gGYo>G)F9t63A4soMLgLq}M?-1BcEdK2Wd+wxxUtFkj1C%GT!}20R&^0`6ys4t}CuPYg>KnFfZ2EZR%pcO;TS=|1SII-a>mv3|gQYqKd_~T~J4VtLl~`7&e60dq$yT3m7Bi zfLSoFr|+M@;sYWqZ2@z`tI)kOA|990e8u1kpfpDS{wnX)=K_B6HdW1+*@y}5p(jYX zW*}-bsd`J+vXNhq30ji_;KIQaOuN8g9V=ANXv3Qa8DQSL?-x+&^jeWDNVSLUhL8O> zOf^dAR{?FL>5JnV>vM`&J6IWyAy)&i!hDP2bCW5)g0GOI*s)-{j^;LkOR%y}crQec z$$Q}8t{t%=``^#O%|PtQxbD-1Mia!@dT7b$GYtG=Qr8LIVZYAO(1l%dv`XhF5}DgF zV&L^_ll(dn|9;>T1|*i%s5=*-UROe_tgIvWN1QXZpEeM(=;%!hT3xQy{$hvZvXF}a znyH4c5Qz`+(JP;xhgm2L2ydR`%%`YTRK@^2**GK91zTAHggc1{H@6 z{)OtA-!nvKLgK^4|gsi#ATQ#@y0fw-G+`&-4{;*U@sNd414 zC$Hh&q<6j{h!yD3vDoE8-wS@QfG4xp$(4R7}5o3)2)}QLF+9;@_U5iMP#n~;!lr9I1 zjg4WyGH`kf+*>X-7;%dU1SxrnyMqyoC3+MhPVTq=-H$(z9quGP=6L<&J-2n*iiw5| z-Nl-^U)L3zm9Dx&tAf3| zKSU?^O%f_5pHIfCZ{#d1a{ug_d}DG&kPde3bVoeV4>!B5Karn9PgEth?RjHa-T(Pc zo8h7ZGvUd`_hdIT8O`MH{SLm==P*)w`~5!Zk-X)tB)YM3gem4yCi|92X_&xkDgmqk zdoDUlY;>Pb0-)H)1Sik|&`Pu)k?;_NFsRYoCVc&usuubBE=H;`AF|~wPv}4Ykw7k* z5}NYc=l>DC{+rwEjt9_qImz8Ix!dZ8f4q30MOPqa3`B`y_y{67r9iXtjL%)|WM_6$ z#W{jTX5<*G?VTB7i3~O$&6fbHK8!#Wg%Bn&v!+8XVZfCu`Gt_3ikn*l(5TGsvZd{` zL~BXKB_*-9wChd!Nf4*Lq>?sl*G6Jm74+kEfY@RZ1#R8|_ydjci|?;e`ba|z0gJ2! zVk{2;K>HJP*lh|Tb#;b&CZYijp( zl~LrbN-d?u#uB6$NSlq2=7t>1H4AKGt$5nomoLNNU7+ZB+Pkzm!v=3^Ni#>t;vuX>QY#E zzMbp?9tzwe88=v~;qh`;ME?EdH@3e&C=<1fjTNZM0r^mwWM;Y^S^%9t%mfeq*ZBDS z#(NdzjwkBSxS6jv@t8!f^G`T|a z0NS+}&|Iuu@gu*#3w`STd&rO9!~u1m_*(5997fM3doW+=LL_nFFh7kSSEAzDK4gCD zuH!|Tw8wyu0n>a5PtRrqCa;qOol6(Nl#q~ke1v=WN^SVqFTbUpnC4Jm6%6iGFRw*U*R(_OlEQu^N_PXCT4h&0$RBnI5ayvK@ z+wWPPY)x`SMKfvUht{7R_lw|bQ$aX*rcw0^f$%5!bL5=-k>Jr8xZ9wLWt1n#zTd)< zlC11ltw=FG4WQn|C$WIIFTgPGx!H>7whdzWtd6F$Zxm=ZR4;OYxOOdW)=DhzNDdz~ z(G)#MwwK*@XYMbf=5L1t@VCf6NRp<2x|TXrNteCZLGbqX*!{cf2vo3HsgqpDPc1ok zZ4)%4vpa9<297sOB&T#E4Oy`qJwApknChl-C(U8K!Xo>Aen`~}@?-}8Lu+f9a{^k9z5r1>;^kC#hR)u4AAR$c{_6$5 z0nVRD+p#Pue0W-=`6$EsOkIU!!W-ve^DafN?r0%CJ~9H&ikU;YV??>BvXSu)peZX+>fgLicF0XbGx9#`G(`VERC$5!dw z>Wz{=579l=2~OKVMSdEPLgx(cjtYAC1KSLuhtLw;hLMtiuJaE5mb7#=lNL)`Aa^yG zxyByeja1Uy+biAr=7UAASE&z3YS0c$(P+$9ugKN{5px%Iot?HPIK;Y<`f=wo+1!n5ZVT5fNF0^0OteoGG*cX&rg$TQ) zmYVY7yY;?Vz4sAgRfx7PicerhSX>PV9=629#6^v8+a0B=k!#Ud`2cSSZetuCD)3$y z&yKBLBtzSO3%h-7OHka^#u$_gCQ250f`^w+WwS_YZ8=k`z+2Fsv>0%GS055z*=m97 zjnRlybxODMR_W87MKe8*U+m*_Wq8o(4mr0uf$fUbj@K7~`$F^N2Ag~B;AIp%Y9mXu znW~iVB@~%OBQ59@Ft$CT9cT`Am0f%7y?9*Lyjm(5MZ6Sb+lnTW-wvAV@%#Gt`mm~1 z5+3m+Kc6w<$3v;huNFVQv$ag z+8;5a?(hmo!Il?ZqP6oy?%944NEPzEKmEi-f6l&#sr%mWbaOI9jQn8I7j0|W-?l+P zp)cpocP^jTzT*hnOH?Y#LMzGrQ8V4&$|(DHtVStbc9+&*9k*7lr88e$4W5UK1e<%7 z6U};`nXj&$%hO%nwF6t4sI_BO?hWQq^+I9Eo$~$o+RfU(J9&IjQ+Fs2zD20)J}yXU z1=z#Sg-X2(B2yBd@}|~GmM6yvBbaiQJ`AFCroAEoo>O6ugp&21$DVt0kU3gQJeO~x z(UNajcOTmoNIm6wwrMTFwXc5b?b(lw`ikk_=NH4~cS0YaYHIn8878KAdtV?{H%YG}u(Y<%C|veO1zo->cx(=<3Gt?D`u) z>-0#1uh5k+??NmK9sVI@SnItJ>yy2_lOy?L)L~t(L$XLKA$7z{VD%yopWj`8z|be9 zBf06tXY#gs3L{2KVB^_XJCb{GDDsEvo0;~>)yEC?h4db_r2gz(7~Qz`tSHHCli%O& zRA4F_DT+%@O3u;dhDI)J_a)5l%$tXnR;&t%B(8O;%@=dDIRwn0m{gFvk7*n!9_lut z8lvIkou>M@Ox8m!sQnO9Mz!_qMy_~3ODQ7Z!S#`j7DQkhlsPYDX*)N6W!6mOqqm$7c2w*M4Ho zMCi+z_fxuVZ?1mbb8D7QL>=ZEv0%7=(QTr!3$E`G&$hiY9)Jf6@-h(rglRI0|CO?Qfd zv}hsj`Wj?P_|^QT2|1}oHU)k8LMXJ<)az6&V%jVdg5o}0t1_v>=k8VgHq_M#;6VBD zko*I5!bnqDpO-y}Wv|$m{3?&*k|cop*AW`|Lm-rgvLGMZCYX7(&py(HgBN03BIL#N zO|LHBu=pWu4i3DZF*tP9NGOC92 zz5OMR+nx}v6!d|6l~2S}y;_?*uU)Cl-@d?f^5U`irPJtQS9VPiZUe3ldr-OO%SWL_ zV7`RtB)nki&c|%$-($6!C`}Vs`{tPl;j7dOY?9%9s3QfT*?ZQ=xv-D%@}0k}?;ZIv z0}*&D201Ql>(Y7S;L$U#R6*nnEa2sOyhRzzQ2P${|Rl^d*sHi{ypYi)|rOjerzT2G_av{|-DyM8l}PyMnV7;qSf_ z{B6M7P9S*novZDyHpT?Zjz_BS>g-0$es0FiZ|jF*UWH`>VP}IFG`H*mF`MD+nK9W~ z(yJBgZaa>%56yDa32y7;5)F~*K145m$jZz_YxLHGlZ3GaV=nh+|kIngB~=Eq!JwpL>As=zLcYfSrHbFbKKXUZxDXxCS}#mkcZ z>nF8FCUc=U;(TDR45oG2JaV8BHiN}B@P5O*?TIA&i0OSt=(i4}y;l~YFnl`~O9j^4 z?j;;@8%CwvRPKO*DelIT^KrwIfZJ#e@ozqNP~>qWdxie`ndNuTzFk%Tq*D<*lE9T0 z1#pgBxjG9vBH`P9Cn^A<5g^q7V>;`tKlJ~!jR1k63wlb>N2tbe+hg(1*ia<)UB7Qk z)B}Zn$c>M4XPrKbn8UK57Lzec%Om^GH|y;}A1h|{b!^n{IW|9!-^+#ePfIx3YX?f? zo6L4k@^x}|N=Tc(3k;D`HZ#G%T>joyXMGBLi!_G@)(_TNB5bKz57UE<+l0>@rxOP9-Lhi>S<&-S)L`G$fbaYGd;`@(sA7fq2*m* zUd;d`)`I$J@WFvzgJ7yjshtXm@v#!x66YpizAcz9&tUcOBvEn2qrA~&zhJ_j0q;KB4gK_bah|JN@7Pk)G(5UJVi&ph#ohz|CRkUa!fv*kw)Ces4|hBXFHmOl|dz| zGiM}*fjyya_R#6EdRdS#ZKjmZ=IcPZ8&@%5;ryfA?mXtS%IF%3?&nMsc8tOIbDZJh9+0(wCH>hRD|CKv?j z9KN`PMg2=Zl9U8$3N^Lbqhv4OOwR%)OZ$G_Q{WT3fQc%9f5;0-mY$V|E(#Xje?74UrRG}C>fmJmHuBw7zGl6${B#Z*$FmBC`H zW7uYc^zx7cUM|Mkt z%9l12uOX?%>&tST;u6aSwL(-rUW0Bldh2IR^{Vk@UWS5d-@|JFQK%ZP4`qRWJoi%j z>)--6W7FGJBBRT48>9BmEgEKAumxZIkz>Tn8k{cHr!H@AeOLsL(kKM(zEYySSx_prH;ksLEY=j9h*DqLABB zty~V?)1h4O^C#Y~NWFT!`MYs7HZ86+%-oV>L9+8@QYS0PVb!CGMm~(XDXvhh^o_Ub zYZn83SV%Ox3hKv|mGinTZh}`lNh!3!{6tF!2Fzh0oFOr;R;b+{e;qCloZuS!dLQ2= zUEV?0N=4jRt=|Bq^=k-_Jd>sRpWMM%(A>Wri#GT_!XFgzuNN8MC;_Gk2u5pf7E?nl4Raz z<i7B*>&2nx9HZ2`5m`{f#NDw@ndL++Ryy1<58op_4)g)DatCX zss=yRR6S6w<#gQcg<2}@F@V^*?2?|5Y@M#S=nukEP zZ646op5aK(z4#lfXJjN!iF%EgF0fYs_zm(^A~H2 zc+Y^KJG0qNbYzGXCO)$xjzAeH4YHI~Fdoxaa3`%xK^+x!QcnP&DFc+>6%|iVXN-`1 z5Z@Zfi$JXYwLS$%qcwUeFpx%q`mA9V>$qbSy7}|>{o^77A{yGR*b|XnPSV#5p)j;~ z7142tqHenl`^)``H2dw-i4P3mF0 z8$v0r65DP4Btp`Tm|-zsZI2q5e6=WL9&!VWAqn71qM6$lqXjOx-HG0 zNq9A2KIDTt^nRNlTuAZvK8pSdu!ajMzGP$Suk^^(0}KOTF-v}?+#JzTdm`-Ml16Xm z-#D)61#)%}zVr40xT#=Z6Xc_Qfoe%Kn4HqFD7lsWnJJanlPDr!+&!+4sNx$UHhs)j_QUwS_qtl=M@=a=s708QH!&F0wl%LNW8z;rW%7WdDlf6%V-B6V)0t zp_n?!xE3^SP73J;8OHO4Rf=l|%Y`%fAygdV5#9LX(TSsR9S0XuFNit4jMv;Iu$;k! z^@%&jMR0aY=NJh@CQE8r}Y1G_3|&i{_qazi9ixI<6F;wcoVJU4-kI+J$qra8H?h& zA4N*rPto-qKnThPiBCUBd(qk$$uoqHQkVefR}x`RdATs$y~X|Z>=!`HCnIM1WO~?u z!m3;En1=y%YlEXdB_d)3qfcBkAyBXXoO)$l6 zVF|5q`#48={XkG2f!J+eFW7+0LQh<4mHF{b(6gxn%ROTEP8<)cywY+~ah`)OzPV+J z4R67L+_Mc5Lbz!C0`KWl_|%_@pA|K~stmO)w9=lRJAOWL(MuN=6G44Pl|ueMCFZ~U z;v@EB0Jc-O_mPCyZ?mI^4_QOZc~InuAK}b>bqWp$kdN70^eI(Sc|XKA%Yl|sI-DaX z<>(krkUor!6WnIB(TE_9_?Tik2M_VY%cZ{i(wefw)SmC)&KmVLij+?pN)MjlF)uib zbo_$H_DCK5QF#(L0WW{2Lx>xvwpHUd^7RZ7#em&W;Nel?YQzv!rMQ3x$p5Lg|gY3D00P(!p>=vrb zk*F%RAWzHG@dCZ>CANR`KL5KL0^gCx2A?=7!T#2YJy)N%XqB427`R(8(c^@F@le~z z&A@*g%Exq^(L{PPh1eOGSG|5iAxzV#t3PFUtc4@a>L828SAazvT~xf6cG|!rxB#z% zeQC%|3J)V&;;vHFNtf%@rRzL6RBq{y;twwlt1f*f=I|xnoo3!c7JmgFMn%N?EL$3Z z>Zci9<0AS-^wkCWjE-!06Atx+HV=5l{DH3?h zZhpD+bi=Gbi{1XMLgKG=mgNi-6s%Ln#SQ%rbBx*e|3fQ*ECl5F7bD&-D?qW_pqImX z;nPt?bnuqWNBj(Mi<34eJS=&1i|QY14y31ZP~`hrueB+utid3$J6-6{MUQUuDc&v% zVgHF)9)-o2x=h|vRSBKu%8dG(_N$KaRiC&3Q(XB+vKaOUN{j}>*zl2)bk7S56=BQI zn@$R7O3T5YkDCjHg+(+vgjJY!(9LEaw4yiWx0j)sf@`f1tzUj%s$By!*VXG6a!hIQ zL-NdfaW$u^{GaxwCunhjtVY&4mkH44p$2E0b8yN#a%3#6H(FAE5LF6@gh%|yGhv{~ z#t>XuN#ZhBy3ck?P72~M5}-qOQDqQRzt>Za_H7t5jR|p*`z9RG7=gi|@L#uo`Ii2x zB5xj9M{#wZAHRBgk7_rsSmj}|K-Wid$ub6$&8-PqC~(zfheo?LCszfXFz~t`6z;`n zyi~byG&2eO@;Q>fR&dFBADggdgosesH^-^|B+x2_JZd|=#a=}Ytp z{-Z6DVw5_O)t95#RHyPG3@?9B7yAvD)>x}V|M5^&EmV8lM?(-Z3mo!sAmFGQ>*XsD zdUS9QBy38x;o)?u6JLv_($4tNq*>@5^V51EAV)Iw!?HiNB#8VRRSku>GZi=pB#d&-eD=d?p@ab)n!;PZ@SDt1z zsm0AqamkXEuT6F(pi!hOGegHtg3$VVY3z<|`MBmO+Oq1(nyg9~3_C)1C;XaJlCN}6 z(PYdO+uWO>jJ+kl<*zeNpAxiEmZrh@4_HbfBcD)<>VP;Z z`;8I$b6`?KA<=U!k>;s#**AcJA{LJDinsXy-jfhNjgfbIDU@I3l9_<9m;|2&#zTVMWt_^(T|>f4gWrHG z=Uxe~6MXW=@LDvkX|-@52J%V1lp-&RLDFV?F4alX>+I)i>JRT(&P6Z|4yg0=>oaQ` z-&PS%J65-FGr3*fm9SP^ejHr6Rdh*hGkw=X6GPiA@V(763;I*DVt4k)SXWc{qr9nn z@y|7^(T6xWyWw-2V{=S44(X)45@KA0jJ6$~}`Jqmd zrefkE_#ZmhECI5%s@>^0#aw^oGqOA36*lwDh>WKaH&4MtFib1kny!%pBI{a4WVsac z?lvZMoJQ0V6(57fqonS4I>~8tmy4bmS??=IR22BVUI@xQ>#i(*GkZ}_mBU$GoYSI6 z^+Fw;gcf&LQ>w$<s*YE8m-s(PN6UhMss+_RpAVe$%@fLDl!R1b0?GZl#7Z;B_(C-*vTQoyREI9FRRJlDbeuoox?s{#auy!~{P14U#ezM%Xu9~D8`k#QkaRn0 zv+&=e7UN?fWAiJM1f^J8ZsXs4ms@VXX-=D1QXOBXl77)Rz74&cO5t4n?WEl}PI*F9 z1R#g{m;@>E8Ad9a+dKToSOETDQ@&!kGxrr3(%zB!G=2$UXlnt{LyTHQFtc75AB3yX zFzWYG&xzI5nV1nHJJrD51hn{XgIY-1Vmq1PzbSZNM(E%uDQHOw^RI@ zn%JOyZrdv^K2Xz05@Ep+m09VBt^M*X1!V?YdcmyZTpAn4f+Hfh{#u1l$H|{+)O_bS z{AaG3vYfl5N8VyL=}!tqmGCtm$3R=aFgC}eU_|AMD;db7bcg_Tb2Wn@ryhA!gYPh^ zNiBs+-58yX%)I0qEd1X1XpKR>!KjjAuAY7(&tEYO(Vyq=g)J9Y=P z9>T6-LGquT4C1@4AEJpb!$z+Fk17e2j%DCELSOs!1RtLk;Lec%Z96ZVN2r?U!(R|0 zjtu84RbUH-A1Ie_DmfEXGDIKdY1NhgMw7A)3ZvfT`qh%20oGeP-i!e zietkw#>la@uX`%>@L{>fBxkw)58a|yiG`OpOwd`Y@2J=@YK?N%aaQ=WPE23hBE+od zMRLOTneFmjr2_LK3$g7_i^3c4Sp>s-rgtTsvwrA~^hDK|mt7jiL3-Wk3r^w-QH@8d zZHt8v_O|ER^_6PlLkZ9rQPl?#lKUca9dA^mqmJkC|D?4ejCje{fRUwsU1wU1$M_lj ze;$l~`Gv74sLvyKg7Ir%tkMaR<#zln@`I!qU8kxkH zO#H2sM%6HEh7~$_s1S2MpUgRcFXk&783n(We4$;s`=NKbMwb@{pO_jVlCwKO?dBjS zK5b6V+7?wJ*Tl`NaGd(w(W6a&@5JW}1{w}LFODB@5e+h8n`bP?Q;#C=C9HO(Z8Nqh z6bY+ZkwsZls~Y1cc8C8Y_(S2KMrijD*Swr068Gznj{k;pvjU;+iRS3+ySh%Q?61xx zTjh(buD1=~KOpxa(r8U^%M$^GRe>>!NWnY@>j+R5v}&xTX)MO;-Ri6UJ0p{xp5D7L z#p5JSlL%}CDr|dUZqo-$;9yg#m{KwT(t6_AO`6aX*ez%P7HI1>ci1KYbK#J`grqwG z`-*)BuBy0-N;D#b)*i6+Qb62-16J}$8(MEA$O6xw5k?#!s$+uM(D8_jd#z`~rtwLR42=KOY2v)VEo z^Z>Q`rX#uGuK=!y;MK)Kla0|zfKKb&17b{-J##kY0r#H;Y9hrNYwg#+52}+v7<8d# zO<$39M6mZ&guUK0h5DbR`AiK_RI{-|l8DaO+lATGXV^fv2>JxhFI>0>dOr;TvM|zy-l{ z*AYzl%YiyA5E{95^S46FO88$2tzqr?PX$=7&_E??y{x%%$h(;7(3FQ!h-ee%6s|N` zxs=x#5zmOHbvR`ei5wl>vh`!qSg)g+RWuGt++gpS|EOfKZ+OT5SJGzV17|4%B>4`ijsK7o8%5nxfEb+IWM&#KmGa?NwT z+*_ddNWgFY0WFBsiL8<1!RBb{+fO4p?WkCIFot=sMLeIUQZ+b9qL|kjhGbf0cmjzZ&R{dtehB4V@@L~_af8y-J2_rzFeXs!M+`2B%T#qhX=V%-`gBKN z1Ug|cYJs5b2qZarG(r$}M*1}<&J32lErbHn8$o&vOyuS$ho64`5D~|+h8zIEqswaC{RBR0ZnMJAX^HKw$oQk%jh8v5&h4b@k7n~wa>sU~ z)bT3`J9JTEt+~XB%|r1y`u(FvP`7W;!3L*rf@-ROy&ClOFHvW(gR{5lN9zP#yp5U+ zss*$Und`cW;(x|+fg4!KEGmEGtLyfCiLt(@uUZ*#!lDhBf!0{j?ZJ`Bzrf#hTq1d0 z<^(RrMjpm7Y38x1+zHc3PK%-^^*pZ`Yw{@r9}Z<6bW~BBK;M@&-e60w2Dh*t@w!cz zB(1;_0m0b_LLHL3JWFK8?rGoQ>7|v4r<$-i{mX(&C)|(d*G&{U0TSJcMY+9b1K23bh; z0f^B(p{j8JIWg1zZ85;cDL9*K3uA7(bN~}1q_-$YbjXvogclkW?`4!b=v4!T^d4IM z5F=`{G$2*hjaHSXBEbvtV)=!tQ7xZluOORj@qjex&Ae(j!}SJtRi;^#k-8_DR5Wq# zLBja-uiEbvEX`Zj#V;zD_i>^fY#RzMoEkMxe*UBzzey1x39%|B-i)vCE&om(d-7j8 zYXh9AA3vOaA3I_V!^Dks9-Dtq$EW4^!N=gE45AadeVoA^;_jaFLo~qM#7eZVSd~ zGfbHh1tlj6-*mj;53~AobWbvr zzk5*Iq`h&2m6C!Y%PHaJYnY+ws*fto!mMYuQgt_VFH_vrS6!ysAYUAhhDhU-Qra; zr}*T`3)dLKBn7MSso8|2ZTxYsX^~S#{U7zHs1o#FYLlex9n3WT(5C7a7Z0;bnqp)b zq+MZ&G(10lTVpUt8!9Qs%VJ?9dcjG0VZBZFEQ(aBxTUYwYR!8`?DNFKe*2Kq+6eECg~Zu1Pa zk-wcxX-v|t$&OjS%&baM4G2l(n^qlSzmvR=w*F9V7qlIwT}_8XgL2Yu=D=%TjNNs0X@mJn8nZqR3cb1xeBWs|&}P z;QqF=x7?*sKeJOnTRD2qn`u^}@O2qms6cx}{gJhLs(ngdj|!5hu&=l}pIM@0L2N7o z+Lr|9#ayvK_-Q#AtsFZu2a|%V70cpgN!8=Bm&MZ}X+fnr)|1?U*7X4xhg7GE{rs;pghDI6Up{Ng{ zOt80P;**n^o7_&LL6q=Ylcn3mjo(O=zpsgIFdqn-LGeix(aixs^>K=i)>}Ql>o}iX zr&zKr@H(+h(mwPFjA-0?R!+IftEcg+l6roB@)S%w)5A|mR_?3ir+CIu+2|$IKG*pl zRC<2~D%?8pmhqB0m88OEgkI-=Cy1#flx-(z1-a^;1!`pmzVnw^P%xQKM%;nQ#NP)1 zqS4jEh@BRmdrGc z#qk>*mWJ`Zuq}@S?L`xhylLw&SEJPfn5T$_P%*J%N9rcac?xi;sRL!zMnMdZ#lSHT8 zacyka3DIPO=yvvJImgy;>Jh0Z?}&4I?l*GS3E2g1og7=eR9RI5M8%8}ssUe_830%N z7w;7b0oGpik~U)oP!AH|dAZ?t(?v27fo6H7a@MC!5`_~Rp`tv|Qn(ufX{Ba1eAQz_ zl<`9vZ#?kjpmgurcj;FVpCh`c{`7w58YJKxA;48dehd*75HQv?(j_#lPq4l@o?YSD zP#(A6gf@+rOz&QK?kbN0jwAVUwrC^StuG32Xiq&uc~8{H=1Yk(a%QPSsNsrZRr+t+ zUJA*^4B6-Ca9Qc?zjOBI?RFFXfCjlsA%Glk=P?=5zxaqu3nYqdmO)4^9 zQoLtldt3U+npTxb$!Di0$!GM+Z%pXJ@Os!;K)EpSp8sX;AS<$X?yM3xRJ1?Fs z!%am!wG3}tWPQqYGxVh3(`9uJYK13@asvm+!|4X)IoQ>sr_NnT??dHhatq#21t&K$ z8b6K?O5Br>7=J5zH{TL-8v5i)AdXIe5x+3JenVsZRc(%=L*d(~6HnVGCJzg=8f3V! zEactE3++c$@^qSHY^0hhVoc#1MT&f-{y4j88PcC2#@ak^PQ0*#v>lNj{dh7n_P5sCtocg6g zcWQwraubIVJ2DY07XJv&rD5lOIXYUfB!&Uerh*WT6=LRdX5G2FE7-Ztm#pi*=`@|j zl!zGR#*047iODsnyS{dFWB7G3%Wki?dcWya=MZyK=E&r5h5a;P-j|8til!wB)v3zx zYgsLR?(@S_snukmcQrb-yWS&p^AZiohMC%@8T-yGUA^g*h4aGnJ8NnNB;-VVRz1^! zl~#sN;x3+r5dS!0m;Cihj`>Ba)teZ}>m3H?NYPcRH?QrU`O--&gOLn7<_oZ;3lHJM z)3ZY@Wc`GuvI}ApSXK7k+AaFDAK+Z2YJIWCe}H)aXrinMlMTYl@s^t^b+z=**>Wkx zIXu|6ed58(CO|@FI}*u^<#SFIa0kEE);IWCpzO~o*v4a4ehntS=kG~_-g?`yo_M~Xd*G}l|r`f-r9`_T~ygV^1 zuaf!%HP_xAyq5Yzl0RD^yJ2qWwESRk0HV`$crS0ZCT}6VnVIJxyx}-%@POPr@?iLT z+QA`O{ueC$Zn^J2_&OxElnd!Q?QkA2x;szB?O=Ys76r)y7Q(st=@eQ$-eR{r(TLx# znM?r1^pOG&Ny%k68PVKo(Levqu*r^a6scJ zq+Z~*>y3Rm1Uzg@#rweF7702mN`J*=ImK^FZI~>*q#x$&;L#CO&O3JKTazlpYuHaNr`;%xk28Q)JsP)-8Xcen*Gu#vp9n9Dfc(|O3^@tiR(1Cuz=TZ76 zB&_Q~cfF5nY8U(jPGTOcu|&9%GA2n$E?;Xmz~_8-vll~3)|fwWJ4N<&h?FnsRXv|8 zd&f7?zzNlr^W%2w2-zA^XONuks?Ps(P>f>(HO`u|cHEk=sCC?UsrG1Vmg2Yy6>jUX z;-=}e#V*KjKj}H}_l8>)%tiAO#js13q?QU}U<74WI@qid%qBgl+@uhJ^TOpvnO|$E zP6wpiuVmV$unLxh56sCBMmkvzXA5M?XwpC5TzQ7^48?S6`+d{T%H~)8158c)0l^5V zDhrfv<-jVQS6m!@adGhqPaE}fMDev;jb~bsTvqh}AVr9K z4wg^I<&XyCzz}~DtOgPkP2}B9nP(Pl`A4Qv@Q*QgnY^*1S8Cz8vglr~_%rv#o*2h)vq> zz4654VX(ToM^ekvw4d!GQ<{uMlba4gGU&7`oOKy4WDG-N0y|HnwKuy8h&a2hgF_iK zcL=@GKj*Dw*Szao9WRdgqgBlV-F7Z_`N3Q6?687UDMaHTb3dfzRfp>Uy%((oJ|7d~ z`x_I62ei8_XS*w|i|j2Cw3$CKLVuk(lS}(c&w`` z&Uxr*OngI+>5j%S>1mL=;bOY#&iZEAJM%6t8iHKGFY}`49dQPAt{!u|3lt;hr{8%`NDdQkf_nq z7(GPv5(E*w6QT>kV36pd3!+4CiQYvwM(=F|(V};w_ug|Jzq5Pox%QmzzPo?Fe1{7pNlGVf^~nxbC-FIpiAtF{wN zj&Pe712N>}1Th(0MN<$4ZMsOdt+A(X{=z7G;KZxl{Z+CYy3q%wx1VynsqA;QK8Sy4MhiGH^_RAvI_nV!&&2-Ur7AclFGau)J}gN4QCSI~mOKE&@n+w7FsFclW+DRcTrJ;Tq@Mq>P_w0inF7{ix%;UtDQT5{ZPXgfS*vAKQ;R*Wq8&~Ih5gN2ol(_ z|4`@taQpBWdkqB4V^KU!(}&2q3)z0a75I~G9?nxcqH6GGrzBe4T_fS>R3N1PG$N*N z?oV#rS@JeS#62bs8834uc8ShBkM*V9kLaCA=atUBp(z--%Q_4b^{OktHizK%;@z37 z)xC=B`iv%x?Fm*rF&Fg{J3Z6o_POThl4q-IhL=!eNaZY|kRukozrlv(WxD0h*_yWn ze0}k){ny!2snO~@FOIWHWo22mG?<_Slilf}nrd}5>E9u98K%O?&u9sSg^Qg}X=5f8 z>yAEc=(s2_3sydzai}VlWfs&|fBdnoP;LL3ub6jgd z)0gib-Cev*y5|96_00Nai~umG79a`)viok(_M=9%4PS6t9y77G0AtiAhpPkp60pm3 z5N9mIiI~Um5mrQG2fFVn#4y|4tXQ)~2^N1prL>xBXgY$$q>2Wn#Fb(2j$M=Z2U*X8 zsZAED%iTwSoSYn|5FHceHDDfNUnaV}3weBZ5kozOq2GCX@+oj?HlXeW$^vRHgI)my z=}fgnbGLC}3d{+0*QyjZ1hVfztr#G!P(NBUro z_gz!Y4Z%)hJ24gI+j8sRCv3*`i(jbXdFKMIV8*gkYS|cUIGnq>px_M!r#^%^#om{N zawH64egJL_M1|d1`qzc~l)HF|l?%Lq`1-)+WPIz`Iuotql6>0Q&!{7$i5bLaie zYVKy9$AyNYQ!98KKKGf*W(a-{0KZWgm6gION5SFs3KZUvnOPQ$F5gOMSr0 zNN!=js^l;wM`V7sup{aaEt{SgvX*jWJ2#)<@G}#Fm#Nq%?IztwsGE;DO#1SF*erfmjPL;3W(8%?)s@h2U zJL)OFDK_)5qFAP)wuHvpu4{xoFD|1zN~1o>Q?q<2J2Uh?Qsy{LNy-fw7Y}-fS)2f( zN7^YnTQwK^AZ<$P!rwVWl~g$`fgn@i`oHrQiHf`9wcNM&DQ{Ocs_O}C9>xiWdjHR`Sx2AU!Os0B=RtAeN7a5*j7Qx#$5M1 zVX^`PRIOO*=3|O;BXJ#)XA%ZRFnsfQ0Ha6V$F;SbL8ZfH&N^B;ay*vyLZgU7^dJQ@ z{%)89q>M+ZJ3>q0l&iGvhmzs~MK~JUlottcOoXu=fjG zogLitp?SNbE`=|?9@e9?=S7|BU z2c%lhKcBTRe0_9iZFrf4e|dA-#C2;Mbqd`S*6SkN(zLmI=R^ zJYVlRinI-HwX8So3vLi|)*kyZCd9jqzPdOqMuaTIet>A=*cBWBujkGb=OKNKV!~8z)%UIX1N=jlL50qPdKYqV&7*6Dbvh1irSeE=%`7fo9>?kLhD-BCHLimkr8iF*Ob5(kB=3 zrAN;jPJt6rvh0EtTBu@cUW2LTU29=T`a&4mn2J%GXnAtlmK&J&D2gB$g4D=Ds1BjG^g)qYHQQ5ndxXQQk%-^w?2AMk}=(jsnt6x;=Y6^G2Xs| zVxC5b{k=M55t)YB-|e7`N$tj^SZo#|IbggKQUTg+9ZQo?LKoH*W0ZC8fR z9;n`)BmV`*rA5l0h`WD%j5i%dof$V0_T z^U$Emb2Pl-s@oh&t`Oz_;�Px9bQ)e38FoK7RZM6))ds4+tm`K*y3hJk-`0#|YsY z?PDYZ0))fVFhbF=qBs4uwL+v=Y&1l}0y~eVwF0-Xa|dMhD`JVQZi$xfBT6vCQID8H zL6h-4sl7AHN*xdR5JCT{F)i}w{y~VGu1eTa2CusBuQQgGs)y{ZetEUUv(p9f_H2E2 z^x{YaQhNDA?j5_7Yb_Fa(wqFo26LDA{&LHyySfNZSxfzaHe(h}8o)usnw7Vf2d z*;oE~_MbOD`h@O@vhmTNnEOw;47gC3tXXZ|J7A^;+aw$!%)ln3;4Sw)>^xQ~b>GE( zCwq*0LCfBAYlxjBk7#OG2&DO1r`u4{1t!i9P|U@4z%x6M+cZ%1X3cXd6Dpn+SEf?? z@*Lk+4+@crPV?z+^}hS=qI(uvXts&u=Xsx~As!Qqrh|EwO-f$SB+YyVfmLtMu z>U4yNOElkmqoE^Hi(hOhp+fQKE}ko5F@#OcmDfl1Cc_@qRmCy~@q#V;nR6l0ilfp= zfZi7W~DhHc|+`E~Frr2(s z;#bvMIt{P+n*Nq=O(2Tyh4MiOvIfT2)nMKvKY*qFG|xg1F^gb;{63Xr|*cpDo^-7BVp zYzw*f$Dh?yeQ4WjnuW(~k+M(H8#|(-!ss|BdH0$mM(2&n-b?fX&#J(swW=LI>CABK z9T&Op;O*r?FTL=0cLq6vzJuEaV|*MU(LIjFSGP`JlXV(P4~a@JG|K!pE%~iJ6I8dz z^{yx}Z%oUGp?vl!u(DZWniz@vuw8Pns(VX+cPz41PwD7+O+XA4Y1|px=mgj!uF2B6 z`S(=f=UwiG3Pe(VyjN6j|Mi0%A8Ih=xZ^wJ57K{_5Hil)R$j7C{pIu{olD**WYqT1 z4b)jAcUt%NaOs_g3-1U#E?yZEH7=mY5kfCIFBdgYqb+{XLW)$@DX)4pS^C#|zS?Y+ zQx~NpI5V%~--nq%bJIJaPxSA9GH`gaEAzl>hd;|SqGiZ# z3wx#7Vl#;6^z&ctjvW+9c9Z3|%b)T4M{z30A{cY^~`%KA(%# zr}b^??%|j8_Q00R9yif3`Gi7~J}iOfKgMwXd4keR2~M4-v7DI7%#|xg?mWeq;+LRc zAZEF}z3c3xe^>~iKWHD1Nd4(ifJU_V-AdqO@uG#;%ZNTG)JVq@``+}Q{7{*XPie`j zYuZ-rW^7*xaGTM1nZl$UuxwO1A`?DL#qoiw8fztw!k6W@Mf(trJ^d=-#5KR0g1JwZo??-k;Gf$1w`3SM&#yRG z2{~kSbY8cpp;LU_$Qe{d_rC70by_zmN}S$d_H!uUG+&_BKD8tau_mSO;41duvzlyg z$>N{JXj@#g5Wm!2HhWRjhI5zJQpa>|RDs>YX8Fyd{+L-J_t+f=UESMaF!jf$kQf2d z{5ePcC9mZr>S`9N&sR5WL+S3HA2=cBlX(M>88;Fq5o!-?LNU zdDl;dKC3rTf}ZgA*Gk`_ao$}1xOGDOS*dI>QN5ja4221v5R2A2+q~0kbA_Ec9lJ*}SW!qwNl6|-B<>%nq>MQsYUMrrFI{x7yNGMj(1@Xs*F_oo&ik#3OSBAjR z@`I73*?*_0GGt;8S|VXLNndu>6S!n~d5_p#uQg<7`-T_t6M?|mAKU{EC`!FiQPjj3 zZ5qSW2XoeOai?WNNt_0?xf0PRKQ}kMAb{(oGah(S2K=ZUY0Se;WAcPnQQ23EBb4Iw zcm5f?vV7@H@SFCJ|1HO@xNb+tv;{8|0}%}Z*_9vT(}O~{29#GQ_>}E)t$PU?eovQx z@!+plQ-HUYc=8L_3ZMX!IG)RMUA|KiM~e)oTNSrSLxN?t(s9&6X%!ScpZ6N_83Vlg z=d0jFN^P;|*BGBwyiAliAesOtvh_j&fW7J<)bL7@>+s@iId|Z>t=-&I<1nI1^gMy! z!9-Q)xAXNEn`-5Mjjn=+8WFGInshNNo^FY$v-;{a%0G17d5Z&s=q{BJ3OEV~eLjw4 zmRLP8rPD6uDs&5-+&*^i6NQHPOx{mY99K>nv_=X>VSYVmheM{JCCn%T2UkzYJazvg4C z2k++RW1iiJ4c(WgMjfhcX=|Z{TT+4C1`@_$4R=SAhTid~H%q#jeDyij1Ji974K)@; zk#PDme@(igPp7+cb|()sLyi6Y7$}a7?x9g&ulvTC_fqfb(Z<|uEwjXJdV+6&{fsHI zUqS}bLT2YIL=}3^VzE8g7e;V~PV@D8T>N0*v(m15raihHhrA+Jkw@lPN9@4&>YNm* z^ZXstbgV9Ae56dbxjd*D>?U<8S7y4%VMYO7lUBJ8_#4-TjgIrTO?#rwLLo_oBK7B} z7yo#5VPa@_uauGj+O@7vvMA*7ZA?jie*V8al2>u$*jVC;GQ7wk27Uz=6d3NctDo3gHRt zI4uXSnW0&o2P13)=Pt>4SJ~WUAvL6_-U&X zypFKiTB-82o;o#(^!#r8)EFl^GqN-!y!4%H3vo;^Mx{dwb$(%StdgJm8~!e84Xa&T zS=gUaWYtvGVJVKhzQ1PiB(opnsUFl9+}F*ENhCFijU z{f~b`&b6*4DcFxn;~BgdAz$bL1AW9)=LkK1bS>8in}D9He$Q7mqtK zvSfz)tv7DBsJYCWB}v)AyR5cj5^i^dCQ>#H6HV!o@-Z}K?ENU&N6Qu02p3qV6-zru zpQY51r+JOnrH(qX7x@e+QEnUUnjf2a3#fS8PQm-WihjXtEUhJ0bI9~Uqv-l zQZ-H`OL9FwM480kQZer;&<9@e~>- z5ct17{yBWtsK0cNxnXv@H%rR++g4FNpVkl9526rZx5>Vt-iax7t3SKN-!O&w*Rlm$ zM=kOzaxJnenv9|CKYnb}QPzYbdj9;$W>!6dk zmUEL|HAGk_EWNZVQbGn0qx7~MY zy54MnNaH`O2J#`5u)jX-9W!UMhvjycwPc1R2c-PBbEPJYtjOqF(!eyi?*G9WX!(sm z=+;?$9~m9r>VD8);I@jZR%fR!m32|O*DbsAM_Z;hC{GosOd5n7c$~*4hQ;E=%M@dw zO28Xt?f7+xiAw8ir}Fs>CDmnE>jp6ye1M?{b987M7);eDemW2fr)gp|j#l&X{meO? zjDvd2I^B@UA7fa%%A!AmGg$jk_Hs2%pzpyf**P$kqkssVTxhthBxZ7sy(oG?8?E8N zO0UR5jB0uOPgkN?{=XPSQ9)HtnDF-fdiB0j86xbBk>DrZVRe!S_P4GVO+rx223BC#MA^C^y4zv+I zDp+e6{A53t?F?KN0(jp4qFM(OKA6ubK-`gFKYjC%Tz-x9#hV-hd!{!V;f|aCwsC@0 z>~Z$vXSdZY2xPhf4O+EP>T9)4Ni=sCll{A$tZG6SD&82$pqzLhZ=|z1Xu?JJ*x=rO zv4|B(Q24A!{#gJ2VygTHvK$^YUHFXKqS%H*4)IR5GE{oh|)BMWxgv}r%t|6pbJ!OGs_>y$sm`0wr-#?#v~ z@BSS59bF#&-~AB4+o1nIJV}_x+S{Fo3aLy`2nDmpulF(zZ?| zz~|ioL}&tmp|#m;y{pw}-KTBV)Qgc^HRI#sMFY;=|-PmmdaB zAf4>i0|$`B<3Ld@3XcJ-=4c?blLsG~1%O##9%tvp_w}v3Yh|2=f2^*~XNHrMOM~K0 zY&%!8C|ez`+Y`ZGprw8aX8%1PFNqCDROjzLt!d}TuZ(KvVo9_)_dm8y{MrOx|4^@N;yGBqdN59HFSe3kigo-E z&*~2W9kk z7{v5hSy|N%%|UKZEQqT$Bl-r27IL7_RKFso6<}oWJW|~d(qrb>7iKJKGzur3i>DF? z=5Q7(f1;XgfvCIOd3Tmq>sCVU>x*&tGt|z2-}o!WPo1(>x|Bgz9j~Qlujqew0X1{) zt^3?UYXFR%9|oOchAwqbG`li>xIuFywv=c7;bNjRslwzs|9lXfJL)jiicSPzl=m&8 zKoZ>(N<)t_)mQDBd>P!hEHA$aLSzA%JuXfeQnts&#wJhL)dBqQ6}uu1Z?lW1;OBO) zMF4&M);}fjw-z>}Si(Sh6`wg}p2ikKuRGPytAa%+#)c{qK>HB)lP&!3DgA-8HT`yc z2a!ZST;xDHH(3H~-ItK_Hn%5Nln*F`hi?F^b6#n`D{ajZQR<^DcZTot811^wrca!Waej z9|{1cPz~|G04lFHFQ!~(ouXK)OWm@qWMaX{cwN@$+xmF)t}AgN*ZJE<#dYG=gJe0~ z7pR6O(ML&_iCO!-AH7;HsuVis5C^NKo;_oq=qdG_uRPi(I8yu0L9#_(9Swzz8+n?x zJ}e+{OhpW^V55L@TsI&S6-Y#dol=_9{|V<+YGlw;Yp`2C7F@rG;%)LMDP%Ql9QC_p z3_yZ4#Ax@!_ki^%Us8lqmlg6H_$8~)DI;-17g^cZP=NC~nARSV=g6@w%$V2M+>IF; z5^IEx_jIjDw}Kav`S@#CBolH@k@>q*6n@Y`xbrLnl3yg+AA=XtWUJfS&#mk->$;j9 z_EUvS>fr{xUYpCB=+vp)lnZifh05XvtB?nd0WQ6pY_wWk2ewKN(9ngePm{vMn zWn5Gtmh7za?)@zLUVY>s2*47|xgKuguRSh0fwy!ShqFCn!OfzItonNWJz9!HzbLQI zFjMN$@M+lLamuln^V8^mo$Q@ROHmfji{Vs0q%svj^CdlnI3kg*>bATk=B^`iBo67imzk>ll4CGJ2gQ^cC@FqEUIWvqDaM=c;A8#!>NR&sG^b zkEr#WGKk>!6&vYrqKOGz;k}nGstjPvtGn%^bpQJv5SEzA8>p+3p3~w;pH(YG%}3#A z<*CfKq7)(*vDjor7Pr6vL|MUqw!vNA$|@hmMUwTqO7Tu%-aIE7gQ^bt;_9P8z9t=4 z0@uBk0Q^~?Iir4XJ&gm}GFLn#*O1ipesM?#BQ{|Ra7ubW@da1=jy)#u99nKM3iQa- z=N-snvtK~R7T93hVEKW)AUL1tkC?|j4Jf@IAlb(jbRb3T!Yw8CY~dPE4cKVrOjW$@ z39dUq&uRkN2_Q!P@t7l?9piMkXPH|PDgs_-3qd9#XXa*BA#;duEkMkaK+L(J2(FRO4xUkx+pUMSTKmp_=B-iL+9?j*eWcsc+Z8kH8f;KYCM+qQCU^k{LOQnL|B+Ld;3 zzuF^nGC9X;IKoY#L;IL1Q7>$q{7d!wNp{|*02&V8<|$|#&&r0`Y)CjZl}wyi^IiKWdXXn**~5Qo!?*QO72heF zX)&jF7aFK{7?EcFo=Ia}bMo2{7Cw~FHU2Rs2l+3;}ic!v` za68q5jy^k$zq#uZe^&FZSjDF@e|o^T`3oBJ^!cu39LL0CUu-0_3*=cnc}Hw>`A|`O z?TagKq}~D^DpA|#y)gYm_$4cGBUiddz#{o!cd1KPeR#5pp~E?yx5!JT@1(F^Uq_>e zleD=zu;mIXyVs8k8t29EmV#3>uHM)?+)$3A_UiP{fOmgkSOr}-Sx?RA|o{=y~HuP9~3G)@n!0bT7Xf?yv zGGkeRuh#~ElZK-LftC_z#qxAx^34Ud-shq``{J)}+bYizgU;BU%PC%VfX&79MkQmT zLIp1$gKXakyS_7E6RjR04m4}jW{choLw*?=_?Wdh`NliooJA{*#W9%qVcaildp1~z zW%I2X@Fw5*{gRo4*gaKHSTtu<*XOL;Dvy!oo16sRqcI;hsF)e@gThntid-h}Gtv%T zdL*BqpWAHsu+leZb*+h)&7*t9BNNSphpwz{22)vTF6HZ~9x=GcIj~jzo+ZfvnvAPR z96p0Fp5`h;PYDF{ugUNne|Fjx1`V91^Pg~+76H%3JVqoboPb2*@6inaAs$_-C%c(X zalUwWs=8SOmpyIBbM$z%9z;f#CSgW1a9O{&&cWYa@iUk2_|5R(Q5&)^CsjjCRd(uv zGWYvbxShd7DKkVYZ{d?X^Yg{5O}aVnhn+f*ZbLAV&~SjCO~l!SlsRUg)_!tP7sJ|+ zV>t~z5m0gZToIcK%s$NUBrZFz8CXVt18U{ez+~$0#EBH&F>C)N=Ygf3t*uDwUIj;W zp3~BD8(jP)z0Ji7XM@as=v20%C-B7Bof^SxhxVVou=Db}c#(Y5%-7Ui!T+x5Q?Lu4 znO=#_R85YRFqe13R9QDobh{UU3cFC7vk#{}*5~hM5pG;o$Vtzoefb!)=(<}lmq zM_GCtZLihs_mRkoO`W_~Hyja=rIZAM$o2ePSIrNF^{{Z2A3m)sb==ziHQK+3Hk_jk zslk7)=+!cp<7sr4AWN?|kubGM0JU=H^2d)SQCtNZvf|u|ny64*G%l3(&1&ntc^a=D^@)b!6_S+S2^&{yy-nOh9gmJa zCY5UZcMT&)LgM2)bRYSy`wORaV7?xvZFbf7C3mN2xs7qfy1RZQK37bfr{;>aMLubw zx@x9eIf7W%|IX7>oN}7s@kgEZFsH^0c%4+dmn39M*c%KwXeOKhO3a1#rc97kFk`-| zmBRNH!Z&9zYwdc9vkdGTIz;?LjEGgb|4us&Wbe0N9|Rr6vFn;_py3dXaCm5#I54au z@ZB|Aka#$!d7{&=`d5AFTgq zewnZ%O?Vz{D_grJaZ1qIF8pjD#^xM6QjyF>pIbbWZ^Udp0qp&zR-|?4V78*CM9hzy z>YBdu?X^*x7$vX^&XAF#Yujj$krclGabd|`M4V&4i5D@Y%q9N@N3fR&)A^_O<#*IW zJqMjKCsn82$UBsW!-nnFp4W&4#_FZG6_`_<%$n)h!Y<|Xer0SJrhKw}-sp-N>e1PC z_l4F9H7-bzx~o`U?&p|>8m1hK^0sb-LeD#)cCUpC7$Vf^;oFq!fhfvT=<8mNe?4l$ zyqO2adL_-o1m}6DGYUu!0`X*r(CA`CF|ww-8?=3JwosHGE1~i5*PNgrGDxiE%jLCwY51iwy&dcylkkl^!T2l|+ct{?qS z^c=jJJfh*d(rC;(`0XM`A5Du(9-rsM0rae)xGSw`zgqQaR}e;D=Z_6cdgYfo9-R6R zH!_!zV0peMqFSKP?)h{Du2={4Mz^EOyUiX%D^Op&PVz`XGFdSc<)2xbO~TTlGVHnK zgx)rtKtYl36`&rV{RkrxnZ&wx#{}3r7N}t7LB-9I4W~}hW$16a%*Zn)k!S}(^8{Re z)tiKhE=e@CUa2%_FKNxO{8xPKgmyn8=^$&JaHA^p{{3G6-*Tpmu)lldOR_4Qys<{y zn60usxC|bVJl}%yYd&4<@IJ#cG5V8wX^^v83dfj0+{Jq%W!@o=BP2p%P<)iFmKvID z=y}&erGK8tyc+o-x%i-ko3*L*k>pIP|BZ#%;RDAV%}O8Qn2zqpNCK|cd5#;Yv(WFs z2vs&itzvzvQZ?;t0h7S1jM$xgNKtI|gV&^v{9N24em zr1C?9^`2@5-b$pYpSTsDs_~~pL-hAx5tO`D{ytHY1DbHC7%#LQ&)9?kb@yhrZ~O&) zxH0NpwdX68Ho4?ZYOPLueZ#V;f#u+WA0uKSjSvD2;*zd z>5IjcP3Ip!5BB8QAnfc-7hm0rI$9}5JQXZ2RdpK1&hnxsgG`!OKoX#=+@+AhZx&)K%FC`-bEEI%2Dit_x-aSt%&6@nz={ZE+8~OLs zGwYOD{IAnP|ANcg?sX-mM^Ip2n9-JQrRBH8A{mdX(r%);CQE(;Wank5qHxH@SiJ+z zJMhlJx7CJ&3r>MWFIBAJ_EO~lrXlza@G5=|zzzv#jk9?26uuO$x($HOJ=qMW(K6(1 zf?b3?^GdP>1pWG~aJdM-5P6LzifVdLUBg|Bl<*vb6CyfHwAl*+r0L;&y)lblFI9L= zIB^L?N#KXA)8*hvG}g04@^1;hjQ#xKTS!1lLMB#A2Z4Czs%2nCPG0QnW0kFeJ-v8@l9plxvL53X&mnNo9 zop$P2D4P4e2Pr#T06=PZsH*^jM2o34ijc0TR^gY1nT}k|b-x9&>qPM5X)b1>Sgs#7 zj__$v&|9((^-scU54x1^ne{Rt^%TsEFo@qsK~|pauf);SFRoAyyp*Hh-J8fE6nmq3 z9*{v^XfPVf$h3UTbT9o3%hr;Z5x%B!}GCwE$1w0apLE{J~YMCfb<;b+I0 zY$|fHHp%5$w<*Uyxlmh;)h+SC-uoCYJ_(^fGxH@h$lH(FVLEzX&%gCF*<}H#b`H?A(1&XqsYGz*N64fglK=XCDnGl+kw__Y1jbiLSi{vOWh9Ajm*0!sm1 z$4_n5D~*1E>p-#SO;ep3b2a7Y$hn-i-NVx6Ojyj(b=4~Po6Y#+4tFTwfu2sXRO=kiX8Vte4%kG$@mAG7f{ zokk(9Qx(N*Hpmb1cj3mnb%`;0R9TFWd7BJ{9^1%^Tn!1G~N{hbNE@+QmQh=|P;9`i?ZJnq|AYM2z{nq2Bp4m2{P% z^K_bH(+SO}9oD`>kZf#_uH8Qw;nh{d0z=s z9RD23{YB4qR%B(W%EbRd`h)B3&+W9#xIZZdyGQ4q-@Hrq6FIsF3{hGYEqRsJUMr3*wzP^|U`a;9` zVgi+!UwXUi_s-GKAJe71`1Pq&-GJ(-bdF9;Bz@kmmDq0&txN5`EEl>qO$gF%XnpcP z{b{gX*?K&~@{HX)R{!M6%)rEahI#ft{uD_==O7=$#T}-heZP*UCq5G5ScUSZLH8GB zVsRJStr+;ur9E3W*c5m(l>H^GK$y^L*0A!y@S*$NEz)2=f6KU_q$ykaLrL?4BVD8( zihE6oNASjZ3Z8%J(qAVaaj8D7E}7gaiK*iy*%Hx+#paYOsk#lZZ3tP+EuTE0p%x#L z1r>?9a&(M%L8`wjRu$9TH)EGxP5=W>xk1=i`Y!rshtO0%{m;O{QQC$GW=H>^;oH4sFBK{polu> zBReoiTd)A-)sSXl+rglB<%~-fELvz1F3*9f$e-7^c3o}A}!TEZ~L1c$Ff?L zrIAMe)p?akI=N!JT2eD>m~rtUc3{O)xN!n5pUk_|8H}`3pHx-xRN`rZEvwtKPL_0* z3A#<$X@C~vd4Y(HOM7s180>ebJm-c)ipXP5GPi;ezx(%*ui0JtUZGQ4Ogr}mR~p$Y z!Hp{D#BF-}z8m~@M*I5g_vcJ;916ymhcRLHC?elNqsX5gOb6eZ@^0G=Z|+GUikZg@ zLI#Y#F6)K2^BnguZn}j#Q=YX71lDkVZ~E93Hcae_g1))*K6uxqUoA3wsDSM2eLPpJ zN|Ba#5o_n5{sZS0jjTvQqa;`Hnn%&m5f(2XvFPHI{5M|NG=8B!8p2NGwrt)m;4mgZ zlP1FAyJ{vRU_#IzKkg2aXp5-F#9AH{l~4cGhV>#Q-Njf{J0)?MzknS&qb?FU%ZpeJ{`#V-ixAd!cta(#|i=G zKJ87P3oY!75PGi$emU`ZyfE?Mi~GEs-WGhlkJ;a4LFH%RnOYOJC}tPwQFldREqB`k zxaM@5n3IaPiThgWE?qPb zuQ%Axe%uw-+a>klF*Bw8r6r2D5p;Dx&V1*RRBAs++V@RfZd%p~aZJf+-XW99R*NV& z(4e?TG8l1wsi+vX&x;eP%x)5-uhPHxZV(DFVoS{lHPvtj{dU1x+hy1kHPzS$pG~FV z6I#Se^bq(m-CVuMe6c6c!1CBm3+!@4%i4*N;2Xc~yolugF?WdocQ76H2E?rOkGVvQ zT#b+R@5?NHI)G}dCOP~h#EqK7DP$?%n>fQev;MqzxIl{k5RI~m>W+ktaR#R~_c{SK ztyifVlCm`j8_(9Q!Cx~mfmh49arSc7dW$q*G~sL=Nnl4iW$jUvF6B>?z&Iq)`}3DX zP~hq`X7Q-zy*!=GT{RmSJw=2yfqtQE;hOm+xg7VWc!`_z^FkmdRZ~e~6gjR2sOuXxe5CbzR z#Zow3n5jDbgeAi*2pLUn8MNlNH_Q!t;y4txW+MS%RuuuS{xgJiL;iti7VBtKQ}(sSQ@9zL~_tvKUoeb z_zd5k{^X&~&fDbT+z}*zoN6Fx=X=-DaovyNU&!6JnG@FRFFgoT2X(5%lH|}fhpnrn zS6evjfTk0e;>^j%L_q)M?)!zqk6G7T?OakEDq05M(_q3BE4U?8AdctGw`MSYW35A^RbnC1K zqQ5o7o8I{t-CqK&jT~fZ8fU|fKBFocExM zkpNBl!D3iBlZJ1Se9-KLsUsRTsu)RB?-Y>XOpK9y@VeF$!e<%%HudPK!R|tWld#&X z3k;iSK0=77Xiqh*n0e45a}JG92Zp=VN+zOu6;;gD9dxp7eBA(T(AKxVLql1vNw2!T z*r@1rkJvxn`6$t{x8Rq31mPD`^6`+xRGnxPHZq|ZlpqmtLf&h zkQAsT5sDfN1j>--qn`Dg zN=~2o&6cj8+6oWV^P>KDQ4{<0gU7Io93AvheCmRhze)AHG?ptQ;<6EpY=`Z}_Z)K> zPDMVTOHeg|^RiNaYwYSYC#9RW`T{cijM-a^H0#hoAVQda;Q>u+9e>O>9dAM|sWq-L zDrxd0`0X6^yvLt!?fPzWeK6;1i3b_GogNh3qPsS1sfM*)#_(hFKSjE?UT2BthQF+q zrbrJv@-Ejfd7iQ_`cOU>fBZ=N2N3WpL-|pSc2mR?D`W6fe_{6#2A9(sAh!E89&!oUNh}T?QZll* z{23+pUmHWEQVeNaT1AW<8{RvsJ3e@@-{;2j{unRCnVx+ywSOg`KV!s0iHYsS*iFh; zX8q{Jf*r83d9PwfT6&sS-s$Z#s@y!@;D+tcCaH$+{^+F-dUh_Wm~ncLPy6*kjFT61 zxT=S1S>`;=z}S%FDZ-&ytO6o#6d8<4KOhiV>_F!db{T9VMiFJx7MWPzIJc0gfs}O5>rgyQR2ST(2sE{cUCUo>Wq81csQ_C^R(3 zI+?h>)F?_f_O1&(&r7jW!c?ehJCs57eDuo5yu$0{*+LwEFL+_EQt#Ld+IL7-6q6wN8i-$G`y+$C)W;dYiEE>Ebb7o{1{(T60t%;`oIW`2#U{X z8Dq2A(1|NPLi&@93Ui-(>FLP5z0Q#NQkZzb4a;2KC$ee->HUgrehsnY$7Da6rSJ*! zD*LRd!uj?=#S8z@30h(lMRlsvs`!>j!A*zND&JD_A5u|CzL6I?ElZ}KCo8QwCA;|E z9c`bbb>0l?AObWu=7XGR6l5S1ixzr~Z~$CJu+Aa270*HAiIhrpjt>f~iGUq$di~j* zK52NBTDAQ*<92+?JCm0Qt?6hP$eFeo4vU&|7cUV1GF9U9`QM%*O1sATG59eWX@B4T z?MZSyBzJ-)&t<{1Tr)OeJHe2Ox+!0lJ;t|#dPRHshfZlT(Y6Z9`e{638&Y7XE|?h( zhFH+Lk)sTNLRh$eMV3JSTKwznVP$|HNbe6`g3=B?SBlDA2Yqj+;{YLIwdKew#WZTk z$Z-^N>MG-Ny9dpR)t-9m_!8gv7h!sq)Vxg2RvE!1I_g7m+xTMm67EnL3;$1Lw{}O% z=d-(LE<3G%OjLg4tKlDhQyD4f5*4A56>E=pbldPg+iAg|X1B+Ds0>^qZ4c-p6WUrm z@@gOQ{ldI?W`{=EVgSTZ*O5@KrK9N5jevVZjZGiJX&37*1HgcJ%X5e*0xEL)+-sHZ z5U6is{-gneZ7Y%pjypblO0v`Qmh}PnN-#Zo3@Tour=u~~7&Z=`Ks=PxGxYbe>2F1_ z?c#g@*0SbaQuE`_Dsd(qWI}p0Z&;gD*WX7O(wtY^!xacJwuyevbgua5U9}DDOhOKa zpWY>%=#i$HWKR^9L{COxO554QGA4scf=eeWSCP(<8WRegUapF`L_}h&Zz4SH6(QSS z#zeo?=wdF3b(c19m!2l3ZLY9KFeYBL`b|bb8-hY%F=L@zjh0M0erGkqf#eusH@8B4 zgkOc%53`1l4gT^UiQZT?y^0JG1-aB*dR;ju(TO8X0^777nLc<_bTBE^&f}Yt7F8I_ z(N&Ilka?-1XsR2>SIGCHZ0wS3)q5W&pI5D4Mn+^^g7fmG?2Zrs0CH{tXPsJ!a<{hU z>%{dUQHbyl@vqz9jpImDJ>sNG&%PYPik=FnS9G&rv|Fr`aCHk7Ok+PSl>GWf?-Tb>8l{gFW*D>>2*uC;dy^7STTdYSB@hcPV#omS#bM zJJ`els@0AE%Lw+<9aD2e zvdxA8-$hfN8!B#aMFh`O@9Js@Z*e``nzV~)H=ZwmL{MoQZd-?XSN?0#3J^;$a~AUD8qJr7wHCRK|<-05Trp`KvKFx zN$HNEL%Kt1=2T;Aa>)J68|%NiN z&yF!Bn;F#98E(5*&wIFSQ^oJv)|>8))R&#lE=KH&fU9*p%lE_2`WbtvA!JtTi@}5f zDBb@7p)#qu>pe!)$c7}Jc1y$$X%yFY_&WWwv+dnwaSfQq;Ql0r#;C62&BY)4uxs;aAj zf3{c_QQ!BesByY;HX)WoD*zGs=M{7?)MtK5O)JGzgHwMdEys;Roc}ANTox=_| zp8b5^Wuj4cIQ++)C__$d)*q3D6;2|qMY+Gc0&^FHySr=hw4<}XZqOPqTd zRwh*QfBi9CGC*;4J42*Inw4W;`Jj+fOST34#= zf`2mn(qwVx=7s_;>Nkad{_9l(C{=yHP}S+~bYSFS&Il~42I7_;n!EY}C^3iNcCpIB zr@?oJ05Rnw39hr^-(}wo=*X5&7G6d$KZYF4RfB~AejMB#?xW&-hFz;1mFJ(Qu)A$B z`$;mulCgSz&%VQ=Aw*lxAyDt&;r_s8KrcUt61F4dRu-MH$uyw05H z(OSb{xuSwZju8MmFnShp$of3Q+J2RPj5y5-WcAAPjD6YfZorSnmV6kW;OQV5asrh_ z!bTVfqw{w8co^_=`n)g-fYj1>n?tdmy;K&vci9Vb=>UX;Ty4eEzO+I^}4o9M5cCKC0-zm~$yV(Z|x zyW`m+6ye;T=Q+D$rT+FI&@7@)Ao47t`$=4rl90$dI@Y=zEeY5Nh+fW{6@qRr18GZ^ zR3$b9qdGu6OkbzJr&cV~YpwilQk*?lPL1%Ln&14iQ5(%@Zn)emcVyJYLwsCy$~c@B zVOMG+;^}+n1sne~axr<;{13F=S%l1$S4bh4AeH5hUB902j`q@=qy<=-+5)qMXZY5Pl*iy zO!QB{f3VJOSx~3l%XL;|6`*yFW-l9C`3*A{zf)CJwbXUo+vV$oDdykZfgfRDm2A0{ zC|aX`QVf+Q_)t`z`-%%g*@dZBX$?Ua8UjFy4FPzdNr2Gz55>puk=FodJOBJ1p!g9D zQP>iQP0!Ip^m2TW?Fa+AOv)9Bm6n&kjwD`&0^YFUTPqR7(W|k`ryfdw`z&+d%Sa0V zwbRFt)*+&vz|R&U3Ii}v(SLmG2b6R+?p79C6j*GmKe^1kayl$|Dq|w(KJw;k{ikxz zqKXog93qg(vJ9+w&p&E^MX}0pL-BBRPPNP~^;?$Fb8?5_WbX6PPQKV_^~2;1HNWx? z+TIc{&yptHEitbQGihB$!m2i{o7nH~nn3)rZdD*YrMg+i#isp_N#Khx>yO9K;!$VH zFe9eIfv6P8+i&ld1F~k@$hgP@04ptYBChLrU0g)AZz&%%f2X(r?!{^V(+7OJv|X2# z^m(%VMy0Iiar&D*&9>hfvm{F_m)3jqCm;LJFjzqd!F z1jxL&&E)>cTm%E#ag#%ieK)C{cYVRV)}H}CNGL$v9RfN-QRSt;6NAm`3f>bf{uC@f z0&HGsm$K>9NwwW|V*y@nnaqH0m{2?QV6}5~aNFXm8zedA<+!6`h_JsAe!v_6cN{yU zTfRUkoU3oh!gi>T9C;q1R+`^dv24Uxd}&$Ju(Zh}xVqZDD17tnf?`U06o5{P$SXh; zXhVljW4P6cbNI$Rh1gd{qcaM>nR$Bso5`n-Vrg(F{=3O5o6Qf_S#aBR%56G4H+8+= z2M6*M{|m_1Q8kOf`Y$41710we*SHDcLm8CQsi<*YPtS{8GgfN|wtA zeB)%PoIGu3$AkrH*qQ&yfIZOjvrs8BNbS2->WUI2R_rcaSW|&s70KleU6_q^ft|Ys zi=imkXX`bXi?Gakj0f0B`wc3vdu7z2pYlq?IwZ=+xb7JUZRtY?ur&Y$*zULHc=rRq ze!V3F1t737g)gvG7AY=WgC-x1>cA`?gZPF9x#R(r74O%1N!JUx6Sue;3Z!Z)!n8h$9_DdPR>O~ zR!lK=J|>!4k0+W+T|~(A^!=acGrUmdngG*cBJEj|D9zTLyvUEhiU~L1tc_DA*k4(! zvXW>2^|gf((_?v6>#+8B(8pImw4f z;XK0v3~B;^?Y-wGz2qdcgV_Y{QTLnHIu?V6&?k4w9Tm!LA_YcL~a69u>w?pe; zTr=hc(tfR|r*=KpzrNWUnN@~6UB-O3+_ogO9t*#FF6=Q;^H#|HtXCVCZ_!r8vdr-xWkC=-$?{KK@?*WsgX@l@-Yq( z^|cG+CN?pG4Qr`&H;3x6Ff9*R;r^QiAf3acA-J9C{09I5*2z(rq^$)Iqq4ETeOKQ~ z9;0%PVO8=k@*mF~cv$%S!~M;$1uD)vF0!ST#3i>$ZRh*{M*cH0e>Ha`w8t_BG8*Tj z4fnM*1BrBp)HjGyQ=Wx^^l5o7bkW<$$xOItlOKMI%~SVaY+s z;>^D&fQkE`^1T#_Ux<7f8Br+oweOXpBU8^5)yDN{lf7(%h&?U0GWYr+rAKCUixauo zvAryYLwGHpHtMYW<6+M4KJ|QWM!`Nq&hvn43li{vU`w3%D=jTF83R4VAg%fFSFG>H zs#=F9pm?RdmnQ%hpEp9v9qfMs*ldY5h`oKTS2q-9+ZoE^cUceSU692dp4go#UW`bJ zuvk>~;=*I)%XnC6T2;ibb~H`2v!SraGY)@k_j|1vQncH1FSI~~9zmkvzc5?Q;j@lq zekU!KH>||w(bEjfFhkYTib!3fJ}7r%VZKy}b1kIy^>7!bM*Oq`-z~}>0OJ5mtKN=P z6>XO8)+2zNF{$7j)ypB@5l+ZhG^|G0?H%8W1h;*HBq+T4r8nj@8g_*~tq}E^%sr4O zr^WYC(&VjY<);uwJb8(z5D!LQpqf>Kpzt-6eU{AWcjZ9t5vtATQoyj)SQO~V@o+gi zTanG=zsvg*v_XQY!+eGXZmemFtPU%OtI>oD)> zc)ULzah)@;C};u9n;<}15v^)x%*)57fM4CwVF+;IQ)CFtOwkCv9Q54bTjfI~_Mm+| zc+Q;G>@XIVJeT&|A40}}Z`Ztz`ufG`^0BYh!{O=!do*KGH9R4&MQ+(G%7}s@$%ms+ zd361_z5Lc`%RuEa=?pX&5n=U;DtD#?>RMjCd*{C`z`U$?%T|x$5qQX*5pML*j3JAm zgE757Mx^X+vT{OV_i0pm^G*$8*%{f>%wSf z4#K@Rp9)lck91meaM>0=YIhCS8&v;{o+ti)0}M{)#Mz#|ed})v!tfAgC%bi)Fd>pj z(+<<EcAvb-o^#5M+6k#)RC$-WB&I3G7fD#=nC$@zdnDzsT*w{VK(!pKCEz*j-;cioK$hqY#E4)cpq*2MV={R?`g+`@o@-n6UOXQS5piRSw#-P>C;kohZ<&SOV4L-OcwE1<4}pkEWyu7J9wF&-Vn+XsK;K&YH+o24 z=iNwW+I@$^L%Gqt{2Tj~ieGAQa$n))K`THDr-aOy_OK~7 zD!^dfhCEWg`f&Npys)WtyN|_>o{1_hRM*Ft-~_<>&MZd9qA_y4T1=&4SOniIz8{0V0(imGBBM(rVM~^n3Afoa8Z17nX+ym zIFe^8^l|-?(&{RqjfsgV>82I6t>4foOjZ7s$DcQh6|-I(W$*u3P0h;9{eC1=f3x=4 z@orUq1{E#wMly!A`Px9{zwr%`?VCF*^=nXztr{%)%=7Q0)*kxyv;N>IggsfF+L+h> zQORK)<$%o!g#E^#*v9Loa>`9jA#x z{5Mb60eiSWF6k@T5T{all{c%j(|c3*4|{!drB`Act2s7IoT|z*(!xX;Dhr+%@_P75 zAvIny_W_86N9xO(Uv8c+@G-rEm7Y5M5CRcNpGMMBcVN+wenc~BW(YOK|I?HZm4IQ! zoQ-qacj1z2mG``+Wau~p$#JcR^v^@egmb&a%jYm8F*f`@{-PD`oE*)FAh2lfU%%&- zkTLZvnxL<>_KHX}k?ndOBxtnxjC*j9`%pAr_YzZ}4<~otAKGs%-42J4S z%oeJobQu_ki;M523@2eaC~*!I7m(m;8&n1pZwc;}o5bPSx!&)u?lL;sF{x@Brhw)^6*8~l$TFG|HKk(di|@+=MsAE-C;h^ z(Xf_2%);z=iDRoIAvDnxXCp9S&IPMV9DC;nY>%1OO;z7-h$dwmU88?cBlQ(eF(g-x zh09+f1^dTj)jKZ%-9Fr1(}qpcSQXC(UwfOUFmvNP5f~TM)$Sg5vodFH7A&Use=UL5 zP<{h;v672clAW_08Z|1gKS-ZkuIWQTTQ%jqW=bA@WZ!~lEF-y zG;qSG)L?Jt=XTj7LGPj<&J|?Us@2CDZI!DX^{+WJ>ZIf3MUZfIs-=QsErPwspjJ03K7l!R!BEly6BWS)0%%61@Hk*7^ZEOeeXCA)!a)pJ?N}H=(&SF+#FYnz zye|DoP;!ZBsDsG(98}}C=U+DT0}f~>uFJV^t$bg8@b{L)XP8{_Ms4XnQ4%(Gt!H^l z%C7q-CfzMY4v}y7N0`!@F&@`}QHaBP@~$2v`3Ybb0hlp1LsSfhJM;2-GG9{L1!7gD z$WvTWBTB{xx$_j9-FP?@hg}No~>v6$kHa({Qc`4xwTVwut_!aU~gJ`@gA+ z8pv?!;zHxC;UO z%wn|nTZ^V}qvWGjy(gaxL=n+9?HQw9T3bi^mhAA1Ds|&B(d6#+?lF8i;Ub2y8Fkp4 zjNxl?fpC?sR;~VwFjGnZ7TREgJpzcqsZLf9l9YtKjznm>AH zRVLz|S0h*?O4dfZ?$jo}!y`G(D-PO7oAn>xDa_tTTb#`CjD5kp*fH{ zC~StETrw|gTXv#8IP`|MON-BQV0#nyqP(p5W#qL>Pgv!r3jMU8e3PuV^kDd@K_C=D zYu8$7m5I^Y=e86P30Cy{Jb#aW z>&KGl&L+;kfV+^{$}`&xbNY-6%bAE-KxzPr*HX}%O;Z$QF2GEZxYHfahXTed__PRQ zmU*6z1Qg(0um0Nj3216jh+sZkXo1tFv7n z`C~(wOaru7mNk}zL_TYD%e17wyv9n?QZOLNo^w^ig^a~-ys7sNlWo|Se$===(Rr>Nl zKjvPN;*ze<^`8L8{D?qP*_L$09z*v|pahZh1A3%JuL;BrSb9*JsJrQ(Gn_5kVuQYb z734d&+f9I$*=upo&H3pH!FxM%d5bL9luWO^(yi^epPO5~%d)Tw8$$uG*B)~{n4;&t zCMto$PVAY6o#TzSy_@tr1}gS{j~=YGg=aNCK&Tu-s~;$O;pO6+b1OGbmD+X+i+^|`yJ() z3GRbAB8cb>|2eJpyLE#c|GSr;*SZ2qD{?+h__cOgsPWM%0pWli?~(Cev!egQ9s=y2 z{HDsx35psSZ@ZB22D98(n7=K%Wwbrq?AHN&NV8`GfYagY7Y@MCnjF2xf6sqNIQv@ga zZ+|)e{**cdJi|CHd=_P#fM|E7OD+Q2J&RggylOh;v9nbcEs~INJ2b63Jx|Y1X%Zvz z%WL3xm0+uZ_DLRWxK-?F@Lw!PSxUeIO)f%yxUj+|sOKW>MX`dFXNcJgecDKH>!NUn z+sfvo`>4zAtbG)=*cEE2`we2zOi zoI7m2%imVq^3A<(pp?H+_7eS&XY}hDnRr+IP|y?zNuQvz0oo!(zH7w1N;|QVhi$Bf(%F_w&eF!W znMDqI(ni@ek2+T+E8zVdQ+lf%V6`-G-W2)=!E2fq%Lw@0Q%Ns8 zk@L9Mrdzb0XsrXu?n5H^+wQBNZyAL+K|??vN;27ALFcR6$f<0X4?b7FD9%_VKst58hC=(&R(vNX znd{CR18$46>~(IJtSF4N=Fo#ou10ym!v%%b=mpVUzl+gBe%3Qy=ahHb%Qo1(%}wUB zroYd33EJ89oV~-VU@o;TWYe!n?JX?c8$3Md@3y)>`eYWlH~=o|gEc0-$gI^3xV`w{ z0icQN)6FbLJQ?MzHUE7$lef!K72QPRCx`DT7GLQG(ES*#e@j7JP;f~@CblPBNhNnk z4)6hIUTEs=Mz9`WT>?#P(vKBNi%JZTjKcP-+F?u!h1RiJ@M$f!P}8Lz$(_%G32bZi zTM8=~@wzG z6>EPm8+f%};F{5Cdi9Q70uB;uZF1LD%~KnxbVguN&|X`4SE1-1WD{4gJ%Zv!s*Gr# zfh2YLT5T(Az}4U@MO5O2ClJ^jXIaPmu6CXGm)ecwF53&6BU{AUv?NK-$E>fzz7e|)#q4{aU1D5akjH?KEaArn zw)287)yuBA6-J_Be%Y5f23JoK&hQxaQ$}$? zE|1kKFSERD-N!Buj;*naa^syz7thIG*tXioc0zj>$|>`*u?+1OA62Yo9KV+fV1ZL8 z7rr!nUdR3_+IdNPBapw$Df&uzGG=$Vu|QIEV$bNCbnq0SCY zHW_E=lcHQErPzi;a?O_)N6U-PVpG`lH0_Baekqy%S|QETCfO|-i#1(KbrmxMELeTh z?KSm{^~F8y25(BZU-|$hWlP8vfMj^J^SM{lkUrdkD5KzM(>KqQ>kv$p@kpKFtDXE< z!MXCZX2(8at?3VS=>rsJ-pFlf!1ObE&8*EZPx=*V#-4z4< zQHJmL>5E~ta$1r($b)aX9$cvh_EZCdP8uo<1o_6liS{dV>U?ui%GR3i&g7#`>NBv` zEY{SrUG3yydsU@T30N~{%t%ymRcyIgR`gz772rCW2dsSW!S4kjjTKKxOw z9t<+6eJK*PhDciFP#a4P@H-D`di5KC7M=i`m+G*Qr38xMD2rbh_Op#BFh1=lzJ89! zr1mPUalwGKNyT0)ZH0NiZ)OggW4Hq0mGQ|Bc_aKND~GSxf#r)#=|b+ex4P51R5SlzKOfOBP>9M!8nbYZC$zhl^GWt4rE&_W&q?Ftx-xmtDJ;8rDaKOD{DTME3SIo;IqLdBq6v24~pfgO;e^39Ye1OA~^g$U(O z^0>vw5&kg5AxG)Vo00Y_KkuDky`+BxhD?*l1sqjh<~#ALf_kwB`V?Cnod@JiDlWky z-flsdtyWVE->xh)G?JaIu%6w4OexgK7-ar7$@fQ3B6@Q4L|5(lEB{}r5d8n4_W8#( zsq<20lY&Jd=8yE>f9GExV|t3n$T4R zf-@=Wk2-O{MgO;k@c&7{|Jy5&4@SVrp-0Rf`d>gZMS%Bj9?LB7pFg7V64?@g{prd3 z{{?380LWQ*yx$MS|2-D}@_qscUc5!J4EMLF`_FY^A7g>{|JzJH=0ATV3H=HATLom{ z#Qy~V(;ImIV^klU{?hmQdt^%GNC6?E`*Q6o+kYO;ziEN@f0>r>x7N#FLzxDVUIGXi zf+yo2|1x;~f08f%^-2e+fcIZNko5dNf8_taM@9%0F<&+|rPgfVh-~#=1F6DKHgvLFYW)XFMjU$<0-fI<>#+FR%(^E z2H)M1;bsOf8=w=De0$s}=C`7a2e{8M%*@Pi15ypf4WQGHa-;l}yD(+&3mT?jHE}6M zCh`S)(;yn9OWXnAo290z`T~xCWCZ)v&CAVhtWMm_%D2U5!>O4uVhEHwxHp8}NbY`jg3gz!l$21CzI(^{= zxiCP9@(HlOjaRKa^+DD7qo>~jomzMr^UMA@==>K@79n~9#JY^EVV$JZP~^gnL-CZG z*{k+~7mgz=m29UY@(irtX1B_?hq?5s{>7&wk$Wp~CeB@+#aV6yNpr6IvqJ!_aIY(@ z7C%YH=axgS>Afgmzb@z)aq&Q)6}yMtjddZDQ<}P6F`_Vgx0fZ3^CO2VB}n9QUJ}4J z##3`-ytaq|7CD%BU(O!S0JSKbB?`Tpt2W{Q`#|L$+O*LW0dQtjn{gBX&fF2(`kA%g zKU?=taHiMAo^FNPqAedYE35Nr>-E+J28hTKD6JkKfiausioN)PInh=#Wyux#EouNO zF^ebmd-Lp-oJ|`K;`#Bak=NDH;U2~w8uY4uT(rCw(G0Id0dNYj51P&uL_CpTfL|;a zQGI4kz_TsgBimpD{NaoN6jB8#1e~Vpa{y6Och0fS2j(=# zxz=pI+A&%8Y18Ok+kVye;V(~Vm;9T^-#X%Ak_!R?q2r1DBU3^c*3`GOyxzf3Tq{6Z z1;>xhckh}G{+hTUkqk3E`Jq5=m}A`aUICtJ0!ql1Su-RwT$hW--C}T+tBA*>K9p7| zHa|vixc%TBnBiiV8BKW30z&Smb1Ql<9;r_J6zY%yieio%;pwjuH;tSCWvDPZRo(C; z5Le{H=3N;ODfEn@$X7st>LU~yPG%y*Ytv>dr~?6_WRfQls<_E}fv-)paK+=cyg963 zHnw`xfaZ8ZlAv|r$-zw5t|peq>x)yVtp8o}-D8I4L%+5mxs8Z&WF>Vc*T%t!g@7nP zpk4k>!SERsCkNh{qX0;nWCy_HMFbLnMm3?J76k`sYQ^#>nc-!qwb<`L1ooi`yq*1q zni?Jbnz%oO&)!?mslo6!DA(JsR?1&f?G9iFHThN_0iPJ`m=O{r=LpP`Y%_R(%KLL=2XUw=nbds;Z%o)qeTTB{Ci7~+34o?`ODw{&USaJ26fxB9IT|DGwKZSr-Ipn(`Xx-R1Qaaz<{eNU?x7)7x?w{Fz0=~D&kxyj4Uv0N#h0k4(mGf0|QOt=r@fIk=NW-a$Q zAeBl1EW3x+!>C_T3cBD67YAkPbaq~+G0f14*_nx$x7asl4z;#@9IIZBvlL|p0lqM9 z{mN`a{#PRJw|)%2j;idM(D>|id-%UHDCLmfwE{ z2lU(q{#6TmQ zA}qu`aIcwOyt?iNz0eHr$stLSguTFNOB2V#_UHtZI>QV+QIn+c^-6O++ybNrtQ zY9#@n%~+(n_$wN+=YTP~*<;hx6XA;HF8<$@dVHydN&56j`+5C|cwkz}PI*e_=3kTeW93#ushhJ)U4Mx2t>cZjnlR1y5Z|!Ll+{4$_y9 z(qEetq}Exjv&gI9ZTw5Cb_mnLrloGyIeA?06>w~@H8v1%IABwWZonU!8%DJk zg+MO0e?@vC?MpX9`=hqas5H|`Lg6t*onz|KUJhC~!&iDgbzT7xkTZf<;8a3&_U+X? zRa@8&WlBfD!|6okzwoTdbyAURgbH?LL&#*2V5qWW}oRE z{s{M|{p(=pWZdeL62dsS0Vy9H2kZk?>hp{j(LO0Rp*#u0SVutWRhG>VaGSd z4=sbCVo{Z*!Wgip(qwvlWVL+=*0x~@=NdW*3vy%tUK4s8LTWfMkm)Ga+-{ieGxFLx zCrFmcvp`dx>`KOn-vf$0+MI{>%&e0t_)fh4fa)6fTAxQOKgKj_L-DlJ$NblE64p^YOKOH}OIQNG)8oH|PzFZj6aW%YeyAAoUwp z?L=t1;p@r7x6Qx_q?VWVVw zOL@wGa9X1R7Aemot2-ZBUqdYgS>CF{rfz|6WFu2=Yi6xkuhQL{+!US4*oXE4vwxsA zv2#>EMw9v&o?>rNZ0L-X7V29Gru*u5=q$)V5{Yz2fW-;B!_~k#6J-@2mEOY?T=N1s zzWL54lIOLYabf^f9`>i=TIY;!oZmeMM#jeBWw6-~sV?jYh;5`)PNYt`eCztQ#0%x( zVv~*%?Tr1P{l~(C&f*J&7WuOdEXqpQ*5=bNFz;%@q+)(pqliClird&6@9w-V2RnqG znZ4bf8SRVS@Ks|@hw5Q^p-9ahR#wn%=#0XT`nX1Yoqd3^NlDse=#lm(T6}{OiHRX= z{rg+SSAm_lcZ}_+)7$qbyV`s4jRr_!tU9-R3hmQw@26t+S9z55(_~f)E&<49ibZ6{ z@DzbAq<-3{z=E0M3+Xgp*>cT^LL&7$A%)>GYW1&y%~FjvR>J{}lxolNB*^O7J|4y< zX)PRU2p4a+uPG5ezmRlblikd>m0gUs59I-lc1B^_&c^dBbkIpR z+IHvmOi3lQ2*X4esV~~ytODJvnv7!lxTuDw;xJCy=mdzJDDeOn8v%C$Xez_11Qo{+ zeH-bT0b=M8ry3GdzxxK1<3Pud72aA%5yjhk=igpwj4z24`8C4Q0grzT!QHke7~_@i z(&u_+(mR^}(>`6PBg3SXWGodi$;MT)y;pmUr0jry049RRgCvKv1~HmLF~ebxo^Y~viL zI%EMyGgt)0L=QG#Rz8T=7KdWdY3%O=*oghC7K%b(O5{wDU~oa-i8Jy!l}_bx>7vSs zdn_%^hW0rQOyKQ;fDEY$JE#8b?;crt)T{Uy<@s{VdfPQzL|24urpGR(caAsaS$5>U zC%dr$I;%9Hv4mM6*dqQSoc^aervsv$oDYcLwc$BB{r;$Dn^9mvvM8Ux$YPqpUr6Jo zMP!pQ?IEAje4aw&1z(9x&c@P#{)O4ZGhR!FV>aunWCeHOn9VLBPL8CCyU7&NLBhF? zwT{AeWj(_#zL>h7vCR#ES8O+XuXloe9pzTf;JrC;J_XWVt0W&Xts`E7gJFWI9CY7uQ zrv8LAKD=D!2RW`vq}$6K)6W92{C=`mx2kI#+M)NZgMQs&=o`C zuA5zXQ|2R=t04+j*1wk)R`65>u^)zpfQM6)sL44-I7fU{9ObO%>RzE~3UiX6nvwKx zaQ27vp^G2WYa03r?_aT;bYIai1m;wRI-=P*CRf~}ZRkN2Vb)}ql>VpWQHxSfNwnU+ zQXz*W8R>)SQ%H>qL0BC_Tq$84*k&Gr=0GBV;pzm?HG!Y|kqNBH)S{}`2z{KH(-m`x z9{_540{V{chVMH1xIg=6ST9BEeh$4GNE2Z|j7z6NWY5SR95XV-ZZ?$@MlauSh)JeR zv-LN-!+gOrx%2Lh+R&{By+7oJKy%dpM3vilYxIu5v$py}i$>7=9(IK((r?Wg z*XR0Hot%Xgm2_e);KZqrBl$*O7jz+TA}$)l7q!e%&T9Y(;*>M0cq#F_$N#~qIBP2= zDD=%qKrNZz%j%QBVD93F-TRrZUov>kJ^`VP%j&8Tfqy#^cw$OGw-k2!q>ZR7Ln8}B z90g?e@JlOqN{X_#LegLetHorxud6bFToSI4X{Yn5xPtOIp~*F`ZBlVqwi2Mq>~U)S z))e^%VbhozhWpSBCv5gK-@Vfl1G0diI59#UM%!x+w!RYC2@Q*o-0Y9ya(4~yEuV>} z1HY{2&lhW>yJp8j&;oSh3`gjdrf+Z|u`9ch5vc#zhU*mN6E)I;2@!BIM28ESa_8+a z?~H$_PB!5pxyYxXL|u{-G6yE98}j(7iA>hzf5I5wtzG$Gh@NSfJ4%pt(~A@7C(Qa#ID zY3896dyx%=_LjH_+xlwnb4)hv?2nMSRlrit4HKH~72wB&rXB*)I+HoWg#Y$yND zsYWzS5btt<*R%J0yTYaVg_YZKn}~o4N~Fu(a%mp@CL5Ud&f#d%iu!VruicVfFud#Y z@T;B9FK}aLvY2jZ^sAp$P-HA!vJtjPE2wUAT-XYzrrH!mhSiV9mu#>L zfhsDLbJS#QES0itaxc=tm@abfx?(plRxP1}v%z$>yp`aGzt23)OKdQW%Mn=#+AeR_ z>EqAln^>TtOGbK6)Wv3- z)raGGF>jQs8|76n&+{>@sqJl3^Cf-sfz_}A!D>+gb@wHuE30*iwSJ41aNs?kxzyeO z-Uh(49;kHD;yY=ElQyTnNihHGx={c5e?JiQajTO`c_N{#Q~W(>udxs1n)Z2ngg;zWc1r)QLxiLMJZOSBfC;Bg76k3Kp&o*MFX8BGcYyi+^0UWfc>-SU) z3)Bk*k}*2lTZ>=4YE?PK9gF?#$0P~%jzBWUuGmT4% z7iyuVZ_^R7OEFso+wE&a`(p76peEFK?H1bzD6wc+?R!o(BWS)@r_jI=SLN=>38(I; z=FG(&H>M});5aobuEM#1skL`%FYqRFy=s789M4iUK}YnvdSEXi&FuQwITmoNs@na< zrVM4+%xZxfZA7Y{2(#E-v(9siWxUY!1ZjbH)?t&zTmX4(?y{?#9NVW-@0;7oL=CsW zx7&BUc#iQ`qSB!1huhW1pWdT^q(Yy^5M!ktE?=cQ^rqXhB=!$@o(Lfva`oFyP)XvE z?IyXr9{>YPePysLnbv9r1jUEbEnF12+@i7bWZ?BvM)uun>q+OdU=YwY6c`U8BgIK* zq^#Ssv1NSGNgUJwBblzv{mFF{$R2T0wPr6%^4^F`0``(u1Sp4WKYF@teYFq_Z!led zUQZ;R79W61h?DzM*nyAylp2-D*aa)!IE<2{SafcBf?#U})n|(5-`vepe6dkDcT?Hw zVurX-6z_39{Z+Qyq!tX(o!5WQe8o#ya_0%6%!2qnuZ=}<+r+Mw1tJnPw(m|b+LosL zOKbv%MwNsPonjkEu?)d#&9fpr7rcG`fcja_M**x?=~_3LtvJ7&gEd9YpJ5klh7qUE zqoE$+YZ}~8%YVs8qW+RtS^c2`9?>u-6D&k*a%04=t=@CDvo24? z<~ya^Bk9(Qt%`??fP|vM(PZHU)zILXXU3|hl-Z%Zc-Az9o27#ZC~aYiS8LeCc&bkB;wQ}Ss8V(5HK(12CUm2qR- z6l;pmliGae2k&%-1k)hLXkVj7Y|VMC7BY6u0}F37kZXoa<3T8iH~OB*=rrSKjP_{q zkmgfK4;9Qc#=tnjOgO5@#hBR&+UOcNiiYuaUI}SY*|S>HtW)@%!tZjPx%};gd}%7zUg<3Nu&@8QWCY* zjfK+&*i*&~KMqz<_lNy&P`su}FOiW;4#k$q^UaCw8<#A0r^!@2GM-4A3w-Q3$GU1UDs>H(We-#R$G!VC=&oqz=lq%b{4w z=d=q9FvFgwjh(qJy>l45`mugCx7mC}8a+iO33RK93{xZqcn-mZ!WNbGp7Qq#fHKI7hM>xdYG1P3qq{E1W7dt} z4Q7(+U~uI~UP+t}QgzAIkg?#bNB8!fb45QDpzQn}e7s+9Sn0CyR!vw8hl-C1xu;Sr zTDF5yiJ-Ye+5)`?o6uD!Qe2B{?WDJ?xL@MB2BBNgK8}->Fsr8Z3}*!|+YHP!+W$k@ zLKAsYd;GLE6!oc{ao#&2_SLi?RGe`brQM0==)WPHj=G@J_v8`sq{3`BFIRv`&(V1X z(9&KEBWy)HHYJ!u@9;N{>lFR?i*Mhh@(y5d3Joxcs2X-n4IsLr$iPaT>8Q3jP;$hj z@vj$0KJll~xj+{UI|HyD^9Hl6`HpNb)up{=<= zPNV@R<>&!YcV%QkCuxx36lb{6EWCY-iN(y}2n;0KE1*a|Qw0=Bv>u|IoZ?79AG_T~ z)sB*@jm8~usBuj0;RsIcuqFhEfHk7Bn&&T<#GX(lE!9H+!C3%DaB8jkipgoUgBe!O zzcxFSIkK6kbr9!g1?$T}#&yRl?=wtuZ#I^RsW%4g{a$|I1qhse+n5w5Qy#NdO3ANZ z`AsE}&HxS%gRLEfV|X)suiod|Kc`-*??`2$wz(}n&6lugiSQEj5K-*V0n&55beACR zfh@*GG{-))B-of3pvcno1(to3(9&U$&J|q(O7G@ zRAzJ!c&x(WUBq*)g}66V#+z4IoR(|p

        =|(cXUHUPZMAv3sixcd+IkL)p`veIj~; zB7@#E(tGsXrJGK{K@FZnU;HoJ2mm3Pw(107C{k)cTM3w+Wlv zdA?NlWW47j5PINeRCE~2wpwoD)RTezj`1?D3g)zCsQsXOhBF@2u>9o)*Z&3nW*=E> z->|kvbGJ50)ZIhcH;s;T^~A?Y2nv?;+qe%9)oLU!4uQs2uIZg{?l>urPKgChZA3IM z&@9q0vNcM$K{+&<=?&yaREq0r1irM7K$FS?yN*2ct%oP4FZ3mYK76(*MQUTSryBw_U#|N=Pb7 zhlq4bNrMPThqCAv=|y)*E8Qryq`SLIY9U=pcXv1EyY_QG_j%vv+@}#~)WT&&6hT;<8F928UlAP!MUrq5)}odN*GgI5&x9V0 zp1hp2s32)U;n@AGo#ai6cw`>BnoN-c7q+)?(TA-_mk#3j5@Vnz?Y~(7nZZ~19)A%z zE57ISn*G|pdib+6#_cC^YDgOFEzy`O`RQVaCq@48&|a5^8g*bJ{qyP0ZX{yb>;W>6W?@Q*N5HHON z#kNNX zxWce`F@M5&@u_tn!OCU1jEmF=RPFp?BU?~DK?Jvpb<4Bl!^(4c$vg7H zH-g2j-vZe0ReXO=7T<0&dE0&1_^8SGEP(w9p7nwe+72~MdXDJGq?g(emMIFl1JGPQ z+u$Wf_z1k63O!(o5Z<+jW&QREEY=MTh@L<|cd0wj4FNb#J3VLvp%I0pNUEQdz`g-~ z)fc*uHBd!T_A}Jax(M9)NQWeoeRg>F_I~MURE=(X~hfEmUtp zJg;kReJEW!TZrFaPsu108@XKQbE&Y~Lt8`tj3=jWLBw7{fy>>%pPcW>T{}JExzafH zpYEoJVVo=G)#BBIsV`Ho(S2M=U3?0LpntJBFL2sRF0;A#=}+LJFzNJfUxY3Mg>(YmC&xIpzFJqP>|XU3eca4OedFyXv)IT4tS^=g3%#rhjBUBc`}kl&>iGf%CIV zHbPONg@kp<=EhU`;(e3U37uuF^rEpPAalx~`O@wywmo1dJaWZKrB2}jiySBTU3hiH zPDZiUw2ktG%=-c6o5VOgEJ_kMF$4kT1jrMpe;Ai`#eac0zt#Aw{{`m6l%P{TC|@nE zY%sZ$x=5@-C?$hY6qgM!3fDfIkL2WM{76M0rGJbB;5GOLlky*e8E|Asv^1 zFC@u5&EDY3nUceiByrI0nKNH$$Hw;}9#uI?V525)QVt8t1544(KC2*QX=@|U}iE9#R z{>9wN@%PWCKWgMq@7WWpQLDgi?lVoM*!A;5OO64Jp!}_q&HkJFkBFUTI#_S@m^wn} zIjivD(sLR17(){;yx13!)?SA&o8qTg;cr})WiFsn5luVK`*R14zC)*y!GAy%+;1DU zWIP1GoP^GuOsv1uFqJ7U?vbmHh5rC|?U@CV=WJhl@94g#7a42oqz$9%RL8{6bAaFZ z6;AiPtw?f=+PoHkIhQ9u@MR4}E&cq$)DQvYBzIk>yt5q&FK1Gf+L0KF{ravY!Rpdk znRm>&R91KlQf-~GTGlEvrMK0%Gd=}BrH)JzYV&Hv=Dc(# zR|%QgJQztB^s4F;b{I5Y(gRSF3kXlO3_ZNiqq%l9l<)A}$CX)q2ROkC@b! zImF8%H(h>8@x{D{=Vx!!aJRA4L{Ktux8iB}iv}Kp6Mg)->v6~KJXZUPs_1ndc2Qnv z1LKx^F9Xi-eyf=tVOm!xN&G5%r{!BT>xU*(@Q_sml#?+l#W`0bJ7zrMBRjnH9PblS z&@e5d$I>wKhdH|M!5%X{c1f82o0@ZA2+UkCrVoyLElRZ5&)lgXU^PUwyV5XtEi$P- zhO=L$NWY~t-TOoQR4)kx)grt`Ycm_(3X(MFz^~EZPn^gh@tf~=+rifl41mvepF*{X z6UvxWZFVHYwlX)K0R;@)I^lEts!Nt-@EW9+6C5b}^)fT~o{%W4KA^{VgQvW|nvFNe11n{}1Q0px5h1CKRWfQE1d+2T zcp`$XZ}Z8CCFIYaVly@O1wY~5MV@0SdGXYr6^l;x#@ z#3QrY*L|Y-(o`p3F^da zLG#c`q$GKyaf-{QF6ETTzfZYy@;<1!U(sWvzVWaLgl1Q6ulC{*bV>PdL+O(BM|Zb- zcVW+VN4=4kKy;5VDwsYb&926mnn))ah;x_o#u#St*>{V#DCz$bmKsz%{4warUKf+S8dU@{xRr_*}xiNr@%Ci3Sgmr>%_qUtE zpOwMl-l9McF}@QbjjfcFnAmE^jfy>P#k%E1S|#;F7UiMT_=;{pTIRHT!(KRx@@%Qo z%X)lf`1H}rj_WdJp2v%&*hPudmCUDQ+?|}PfX0VN_$5EiVuwq9Pr$hk=w?nvJ9S${ z`SHrXv-c#0FC(YHsbtt3nbWiqtEUYP4$-T(Zp3G)H=SIb|lq>Zi;#-i=!+@!MvRVO0&KmMvV8eAVa z8o&{nxA=b4zx2xE`fj;+VLpBB7RE1p+*Y4q*;U6k7POsQaAy%^F;fGtSGH3dZ;Jo0 z%c%ut$+=pr5)Da0gl`}=~qt}X$??p*Y!ASS-UE=m zG9U*kf5A=obhbN_sge&Fu5;*rC!gmlV%S&B=fmxdfykj1IP7YT%syo}1RxN``rW$x z0*y*(kTGTi?WU%w1y5j_r3U_BYAIj5`HYMm5fl{k+jux8UWT=Clt>sfb2WD!T0nW0 z;H}`FyaeE@q$GgJ1Qjnet66*}l=uJc@WDg^M2jawUX`=w+lmaNyfW_7xES)|+5B?R zTDEeizkAkt_^j-cUF`N)Ww5)|@05PM%g!|FS2jZiXR=d4w%$s|e`;YpYb4{n-Mcf( zZCVXWsK>oTD)I2dT3upd=N8_wDSch1aEsXz4GoomV!jSD1w!HK50+8Yv{`%AzLKq}+b-MEq`R+V2 z0sH>1>dtso5J8UNG9T{-1;@Jf3vn#k3_Nr0I>;qY`9{kM-#Pj>1B=^FOdGv0#LANs0{|`6=HCpbD z^ciCSvDs*_Sv|M!_yh9P%MoJOkI?k2BTCO|rPNZMv1@N$KD+{4%34lw1w9XaabR!CL<=aob^kZ0&23OtaQU zjmbE@PMa?^@yB#(HD=4BEv6dO^HibTUFN?~K_ow+!s3r|$?y|<1PK|=3SX@-9r*~4 z*~yQvq42%SNwf~WXho&y9#Ieu?R8iOp|l8)X;TAnbU|Lwxcd?2aT*Dj_dVK9Gb*&Z zze^2`z+Y+%x8)?-uset%ZT)QZrwSK%RXT&_!M1D=MXrVw%)N!k0J9r*zP=E;SjJl$ z=k!Z%*`c5IZ}V7zIbSC}KOElvp7`2Z#gD@CJXHX|XDd@=60M|m zOearkvZd6f+(KbbQ|#oSFS?=iwL&PbC6%Jw^H?z>zP(k{)@IH@eojcQ z6c)pDfiY19h#b!fUcV($JBTd|<1ACm!t@*w2|J*+=aP4#i0%U;OQ33qG2U5qmnDYKeit zoX6QSLVmWAVtWv1>P0|zy%~iw5pcGCy|gv9xD=Pw@3x>ouh$qhMu=G|Omqrq55kY= zG@Ys{B>B|@>N}2Y2y_5e*#&tWT%710d-t-Q?9papk$;QVpXg6sPEfk4ISN-Tief}Y z>2v=%EednAoY_dKoYG#oJUel2y*$~q?ya(P?IG=VyJBx0Q0hk_7Ef;e-D`JSuTVoL z*6B{$44{w2f@$RWXD7^zYiOS8@6QYaq{OedD}O_^>Lefy-0j-t!f7yYk^LTVTNqR| zHB$uDsTYkCY@W%PbyTC+;LM0;a@7yA&~9WODDG;lhhGk;_T)_jbFj^3D_oOjYX~3S zrzU-HR_>encB7AHuD}Qhfe(J!=w>w+eDZ}VECL84GCl%&zeJJ)Y>)!(*OWZe7gq;$ zd@F0hceVV13+N7H4v-B1tgsJwJE{s}X*ys0>DV4l;bbwiWUhOakXUlhmjtu?c?CP$ zs^{I+oRb8z+|pU|UE?;`?OZqC5Q+hq;7^SSCR!8PgCq3L7g|T`=mzBRR&l4Ca#!2E z_zp<{F!82}9gi3-SHY0EEII28?Rcic+@?#;>Gd@1&upn8SU8StYS=V@+ByUZ?02yIeP zFWtF5YiuPx6YdMoI1A-m5n)HVHJKRfA41B@Vf*{*G!qN73JZ(-J7|Y`Y{!V{D8IN# z1D{oA8`7({|9%4yh7}mZrJ3|m*TpGNSGZ7U94Tf z^Dw$0m6{?K4VAFO`>bVxm!wo!mUgr<#ikrYqEa^2K7S1GRG8UfFaKkU4bt8UZ#RWo04IS=0D}e_2#PD4zc`Q zTwEU(QHBE!>@E&h`sdM?us2yDLI%YxY;BL|31ju1`)MJR=A(`0w^%&W^P4A#hN~^z zySn@?1Tw*{o@hCK6#8IEGC6w;xl@zSb+A*9iwTq0#4V=eK6a-gzr^9)M{mDC>4C=xTqC)gF&DtC;j$pEc$m!B)Hd`Ck@7}o7 zHY!w0U3t%(RPoAc>MRnb|7xW+n#RfJ9>JY{zla*2{CxW&d%|5vZ3o>)$$ltJyuXhz zMB+y~Hvcd1OipM!CEKC$n~yWquBEsw1KfXNFp5)^H9^p&Gk`+E%Z#{;2vH0RM}(R) zz#E3dDG3rjq2tEfjJg=^b-ko@F-OxLh%-Q&%4oX~_mt0PzVi$a-b{t$6MO+^s@8Zx zhtO~Tbjr%9i;a%al$?4cu~JZ_Nqxa$#W)s+C1#}JEWz^wT07TyZZ=XunP2^%=jto% zcHMZR6u2~@Cgimky4UJQ6J9jIhCt?SFwsyWLLYurIKfr1=yQ7jzP21ZIzU$2yjquD z3wj55#4-LD1Pt}=-#*L@FUEgJDO`EZs<$hm>T$V8b?ZTn_czzAV6O7+{4C;Ph-)Aj zeGi3_+F>V9MMZiOdZ^lb8LMMUc}j)c8oCP*p*xVUO}+B^$SYs(bp(_+W&9C>s5{1I zWkIVd=Pt%q4P{nCceU@YaansD25MB{PBtHfu&#rnQ$ZsE7N=f`A7>3OU}fqG#b6i0{2fo{qXevBzG^EI zdh`?VEm^VNdpwnDJ(<3D?A`vkehn4 z$sx6qdkFX+jKcZuzg0Qp+={`Gg#I;~3(~HMM;UxgINCnR=$0l^W!-}-MnVvVLa-f( zaW(|3_Z&miBpCQAR~(l*!NLL8BDn&Zz22-AM$m95?j+BXf4CqvDL|YV`y?HxdbBt% z;!Tfv>zND*j$B{8?mY4oxD$fJajGOVLmTJM77m}iVq8Nxikc2mEI7P&mhKCBF=nn9 zh;6%cn?B7jMA3YkRe-IRb5QmOF~uJSjhDGW_XfCnSK-%AoxJ1Ba0c6alGflFP4dd|8;ZYSyYmLpC=}8Nm7sj~*-qF0_9FQDCUBwzS#DV9`9sprD z6$#xKGk5(ad3=TcA{h*hwa=W{e8Px0I^`})_6J{k@)J#@n7R9@FBAwYovW`LEz#@x z`B$9@x*l6wC^~xhxT(Od?F-K@1_H?@XuU{mhkJ%IWs;3i3LMABy7Lq$YrwX^?}AJ> znL{U?XJvX2%;+_4iyNb&YLL%3J@1k7&yN5S){jt10s$hn^+(lyY95CGRM}dO=eb@? zDvntr74l+R<%`F$Nb9|s9AjyRo5Btm?csFSRg}$a_ZWh7rzz>$iyt@B7YaIFGWbQ+ zL`R31k6!;SGY#eVTxFt8vnOPmzBHI+7(NZJND{U1uv}8Sw@tDgx#_@_@1Ox@`NXx+ zd6IbN;PFD+YM#~fm`ZFb7L6FIIi8Y&t<%_F7pNQpEt{*+@_h7hR1k_;aK>6{vj~+S zQrC-UzjYV&Ip8pPH~iYBC<`3A?WKj1@+zkrKQS0+9j}cYeZDmcGfCCXND9 zKXLh>z#fcm)}>R>`mqhxkwu@L``@1b;M2!ZBor<65qQ@sFeos5`Kg1on`avs7(N5o zq^}3H!T7)9VaJ9&@DEq*BDs%E>Utl_glat=(XF-33_!nq4qs!_?F7uw~w7I_(#xj$JXt|l~NN>E=a zbMCmt`PdFm5S+RUBixG8xbFFB@KXJ0O5z%`ll#=kI>%q- zD%NL{zdMEXw9vM5%;3ps%?)@tKDoLAGpBY08mJ3*8ffjXCoEJeZ6i_*1Ix{|<>(L_ zLDU5rJ8CqIoUIesm^Eo3)zFzut#X~$*Zb`&i0QVu#5DzixYlKWafWd0OjYA(qvuDG zyKS>0F0f}z3FD*=^;M`sD$K4QQ0bz`Nw#OWmse%O2Z(7l^j8dHSuNdQFDa~jgY~`c zOq(t8uR-+1Q`w|XcUv86((CT#h$;0wDPr#1t(v1nS)v6ecz56~vrf!G1$@WI`u2kF zL(OW9GXza{#L3j)V@7(FY$btb9xdJnugyLAUN@9SOxntxh^9(nIm zYllkzBvbeX3{e#X!F)MZRVNa-gQJDh(^kzl4;Vl9^RAJi!ol(G*6ICvK%#r- z7SzhD`;9%blXObb=a6G%JuCXnt1s%iUn4oboV44y8Zpn*b$HB1$Z5ge3dauG~mdRlp8~PhO zi*Gl^z5KRqeo>ckIa$r;yq_^k`D1m>NdMJ!#;S2-cKFqrS+&s?al3(dw&!qJ+Hm2M z*_!>G(T0hBO`4r6hiIrIPAnIPP&`lvrM6PYGSb8})eqnm8rOW7-3uk9(p3e2UXq=y zuk044+`0(Kj}f@}IZk>QN0!AY&sN1QC5J2eA=d;~)`iF=UdPbCf3VBad=P5Y4YZ2~ z`3^f3a$i+qI(}5RBDNpf8Hb5l$9Jl8m-&3GHS_nY_YjDD77pY7nE!!wD;Y5A3L{&I z0~O){9}3I@F_mIsz+lT6zc$Ct z{5DMhsF60d;JgFv@^wuJHplwahMsO8xTZ#@xoTP2?wo#*0OT_n`%J1unplFBGjKEg z2<{leJ{E*=Itwn>%QeOMpjx3<_UnGJb38Nl(bvb>!ecMB!E94-K4w5{XTXdKzkfoq zM{KRIvy^v6^!L&*m~MQ)tDU+Vy`~!LiPjl?BS30H_wN>iSseo&aM3)+){AssmT*SUGN7Tsy1uor zonTke?L$?hp{<+mC8uQv+z0aqKNhbn9A3RQ_q)#0c!RyBv!m!mqs@td%hkfx$K_m} zcXuB0);$J$15Ol;?9DGm#LXeEn$@G#!Or zQ(e%Gzu(oSFNu2C<&3zUt*G#Or5d+~#u6Xin&#ht(!8djw)X$#q%~oK+bvpQ%t*j` zH#8v!tyCPlt?Rh~B5wiyGW&r;DemP0ju%}ssGLb+U;Y;^4XhfDRR4ub8_8C1a;BrP zhIs(ta`{g?7wt3>1tM4yNb+0e5CqRyy46CTZL)E;|MsVtECjPqH__JNS65U7A5bCI z2=ZF=Pac<$m&xr5%`1x*G>^&3*i&A^ z<-@+jX@&u&DA1{`GVC@$byT2Jzx77F+1>M2U`Mom7y0EHs>(R?ce2a%Tir%+zOzYY zuf0EWV}!Ct1ou%bT|*0fQoWo27bNi(XR|x}QGE3;jb+Kx>RUqlCt|QWE$>m@>7g&ezz;C{wdfTUTd% zZRz;D&kEFEx2fuSRJO38RM)A+5{Ro2jn_L_8CPgjS*U;DJaQm}m8Ov~UX-O(?3hBp z`AmXekzxj5{hDx9xn4kL4a-O|Lk&mu_j3a7EDthYBaw~6@#k5 z??FlphTDO#K-lIT|4&QmlIUkf5fTL*Kk57J+06txY{TLN+Apm`zuYX8+^y*clC7pS zTp#wf=7io}mpgE|v3;UnH>MC^Hjjrog=$hP(JpHMT3La!-K@JJzEiGxGEiAP?uK&$ z^B{e(n|Rt2?#zuy18gq zP6kHKq()zZv!Y{YA=fc5YFTN#PLqP5jt7kYIQ4HMwEf?9bP_@Ze2CJYtJW1u7Z*84 zgN~TGoe&rIz?w>fT~r@kv7t1g;!Np0*Y-!P#Z4a?9V37LN;#4HIsm3xML_qOjlb{k zxMr*){AE9`2T)0#Jo*PuaPTEAo%vkT4VK&+T43vd@U zf37@yp(p;M&NcBv;oM8jxS~p-Hs?Ovd$Kt#O>MJ6Ps+- z{1EM!%q8lW$kRe6+=;wNiMv=kPI%x_ubPTAhUMne)&hW(qomGs9w)vPU%MU78~N;> zUAYcka?SY~NnSpe%2+!~(mLi7i2tD$Mx4~f5WKew(uUkr9)>PRfD z@3<3kg4lSTyPO=BgJ_IJnnv6b71+n!m(!6SGEn zFLZ*rh#p~zgplyaBkIG51YIk%9L7}2093dZ$a*h$llZJZhisIW+e2qGgfvQ(J&*d` zE^5-_@&n%&&n*8Xk5Jh*nY2db+~OJ-yYA6#@rcJcLiTp)Fj++w_0adk$QUd zmS3{l9%ZuYF2j~8YgC~Mi4mZ6IxNn=iNAG|*}@hyI%zX4^Srnod`;%IM=yx7$I7fx z5kXx(8>0e~E5s`dRe5K$CREE->l$0R@!}boYfl^&<3~*g6*5oPR3jq-Q*|YJ zO$aN{wAz5x`BtMM=CEqUR#d$oNn^`VO5qVREA_Lw$JCw(LNI{KE*lG9eMdM5q3>P= zDKkAN*s0;tQS1j^f-<1>;5BG%k?y$IalLTZ7#5d*z3||>uy8|R@x!+qeDoEd#SiUM zUjntD+i48KyUc$}CiTfbAKxhq&M3n@^egn8Y% zFp~ip(8);%KshufT;4qR4=*e|NwMdD-jt_P4!=8LW@U{BttnD#{mF*Z6`jFGQPy_g z!HaX;nM8jBwsEp)muW-cX*ae0^FNxO0CUx94Q1T8SSK;ub493qWiZ)oW#D8!a{#}a zc~4>JeXY%L6Hv~ouWQK#1dUU!2S!a@iHVzpcUO~a%6CN+iv_#7BdD6_V|UCU3jH2? z^xsdXy(Sje|Jx~@K&7y*`sK1_^IhoH>u|z)f5`4`Aeq8-L3_B$P&?U7{8WD2i(9G+ zs%gbawC&S=G%(4>8bPS=ps@s%l%NUxlL)aW&_Kv!UG?AFTnkbDbik= z`U;#>E={W8%y^wmnzHMYVlS*WBLxE(%&c!sWK*k{pg zdSA>z=h%CdR4KTi*(lvan2M@uFM?bp69`CH6Eo@eD)5;E{)1cUO@<5X7N-_jR)09^ zGQ{YYdO5_Cb0L(k$16g!}(=58-q=l-%Ra2rQMCqzO9S`mHPX<2kaR4!A?g&h_+9~MfTvE)yC1L zQ}b2w@wyVn2C~B4exR_u?~2!XJH_EINRifeVJH-JU$2C3O@AIVmRdpccJ?o)fe2s= zTu(SaRY@YRW9t$-Vj}6eld~K6HJs_#%!)fVwzAb1l5}Ybm_#I{nGi z(-r#ueISiZHz0iHp7V4qDVk$&MN3N`g=bMbl54g*lFDfChiF(I==>z@U@6~fw1t|1 zE3m+-KB5=~yUyM`hcR2dfdtXBzg$sW%o1Uay>bmx`EDWsHwXmIb2=>-uojYPhSX@b zm{_?OdS{V(+*9~g&?8>7%&OlXs)20c&`-S^r9j(LL2&zW1~oKJF#HnAeCztkr zAte4TNmsmXtTw+e#=F+7@xjUO+f1UT(MW*9Q0wYq`_E{es2__5mOn# zoX`DktZlM0EGU`3-W;u$e@$zzXp&9^12QUA?Vc@PW~8(eo4+E+-&56>nCZF_z;{5h zK{9#Be}nQ`oKBVhN4H0oxO!2}y|$iYY?=x^TO_rxj0b-Et4n#_2Nejk;N> z%q4|W5HJI(QI~-w>S&3-dDOgPy%Uk}W1;X_Z&tQy|+BpcpOw?T?ET3et zGdei2Fu2TT$Yv<6Y)baJy(roRpkO5mEUf5bao6>B-bFM^vgjp9Ns3=&B)A# z4CZWrc~kuSf+Z`K72Q~F6(9*>f!RAYHUk86d2B!czW~%^qs`Ge^2dYyX=HEQD_ZqO z2lvDnkl`N9o;Mi)_Ecu^r;P6g1KtAaU?1$dd$iqVty6r^mDLl0`Ext252o%C7Adw* zXHd<4zE|t?W%?y7lmx_WYEOB)DQsHsu2HZ_*R?*Xs;KlNT8(?|DSuZi8j5=p*b!__ zle^KV9AJ9#4vsTsRNQ!Ko4?960IFygXYoE8@_u|ZJ~AC#saS_=Rw}}(^-_uH zS~~Rc2<`tSla%2P1vd)pU zhyY?>){&E*4}$2q?&h3=Jc$6?0QCRVg_VIK(J}Y^FD9&=o0rdO^OYY)V915MXQfHD zj$4g+$N5y5ZP@O3x9W~|XF^0gq$@=~B0W*@(=%`jt z8==;cEWcLWIiySAT}T1MU19agziimv9p3onZ~QIuY||lWVfxR>ck@NnT*g5cjEeS%_PBeBCz!WL5m+8FE1_c?`pdrbU+vVI{AT)r%g;BjA8#N5yEtKQSn^Gq(WDB$B=^G}TYyxq6TBEjGAooEKQv&@&SYSPTzsy7xW*=^=%g?5bGd}E zs3uJw-@r<>qMnXGX^$7{M(6=$INxSY!vXr*I)>iOOj#KRc|28JZhFM*!--3qOK zmrzQB;w0{f2UQ3@$bipxsKig+q z-#x;gm!K^%CJ=2GjUCCqRS;8c+PWPJ>Xqs4$BJEW;4?6GMv7doAas#|aI?dnL9!RM zP~Btibh8Iy-rwCMxvzDoPG_QH5Y*afVQ_eoH@sKiH5Kuyo>(irxq`#x5~*wWKDd}W z%gzbyS|3L3bP_hktEi3V6qhMDkTf8z&B zmHmJ8gI{3&gCC4c3sKa2h<^GMld3?ZZTTUg`*Q-6C@!*}k~5upXa6>X_x>`22Z)wY z4ST`N`2w*e%McW~>T5~K0Ea__74sSR5Mu_kN~&VMu*CdnI7qfbV*j=QG_MX<5L3%K zn)93XRU_huU^w9B`F(W) z`cc_Dt1rmDSSFnz3Fs8NKd;I+gB|Y&P!KNaTeSZS0gCKYQLzXama?*7SscMi;s<#d z6`g`ZbsGsy-!n?WS3_0T%e2Bh3UosiKB-luYN3;AXaT$h4PsuOPs#UW!Hiow^3auD z5ImVhnEJ0!AWwWtCa546sW&)JF1-8sZm7N5Qul)<`FN`*Nla7G=MtOjld zd+HuAj>>tK9{b0m#NZHeq@$U(pQBUp9k<|I1lyK?j*tl#CdTVcw$+FKalyk15z$Y_ z$71?uCk0Y+HisZ8!nv1*Sp)|Re8+5Z6lg4)NJuND_Md&=ht`VHG#00FrF3>7VWYI~ zPbJwYY0$}iV{0XPLZgtft=9685EDZ*J__#j-XZkBI{#c;$mZa$2W-^PI*u2v}P@0d(L#D>me%p zExP!&nJY@;g^d-P-|UR*OQpvZv?IJocdaI5Q<8-zd{ssW;Nz^*zl+?wbf9}9mcyQU zp^0jthUg=4@vl?p?5wqk&Vp_K5OfegnGW*%V|j5=0#6d|Fd=R}dQY`0Od{>5(2!}? zOWLvR^ncHRhRwC<*0z;-!Lw;9@OhZi;si~1pI>eQ$9i^M3w;p)H3W6QJK$R9tMKhXxb~D^t0A>^WUva|Cgd^HeQ5mIn{h|wBRcvydBKwp zw4ERrxg3Jc7S^)=)myJ74O1D2cPAxPOXJR>9-D3{T%I6}QI(XJqI4p+XDCkjt~XC- zVla>OvJq(eV<-2TZ%>L>fL-9&1#EH(#Lfk0p#X?Sa~Gumsg;TkD;*55XT}B7omUZ6 zU-xzHEoqT%kW|67XPW?%&td5IArJAg`fiiZ+f z8L5mEL%Z$IY$*MV7m8l*W-}g-94ZXACs5=S*VTa%Js(!TphDJ=x!Y<#Rw}LMzIr8) zVZ+AkiN~M(VFS@!|1q2??JeR$|70d|qybbVCzU?PZ-T?&hl)ADQd%wBwuJibZSw@v zE0-Tbvj?uXjfF?rC5Uvm4zMNqiuN9W zbsODul|)BYcM_kwv}e7cuUJN}q~4V)6< zaW|PD?i=%bA6w=*P)cqtw|Y^QvMA=7QF&Z{@jvN(DdE397X(Rp}~)l*#5RDrijV$C?Yi5i4l9>b1k zyT)VIVN%3uxdnJydh;Q#>RNMF@$4ZMCw!2**6xSM-?IYUTDae_Nid}DwQY*Tl1-FO z;$3~Yd_Xi0;b9il9pl|8mpX_(R!ojMq>|O`E-0#qUf$m$c(1!X7ot)DQq)fC{HTZI zDYEYI7kmf#5w?0A0~4^n{mIV^g)6@+_09O&*jmy|ib+G5)cWWtq3D8v4C-@0D_$5x z+s%D&<}9QR4*EDxmoB!(F+3?)bScYiFLk0c9|x(VP$=YDVv>)h`cBu}(N#+ycNI6& z=i52sM_2uCw!LjW^DNO?l(`ZlQj@DD^P7}0yq;-o7{9`03#wS)89 zP@MYop?~l^;_CZm-tjSu=txv%a>b!vq9X1g8uWg9ch|GC8@n;C?b-};e8Ioum?&A( zJpv42aA>J1pQ@?l@qT8Z4sQny!rqSItKh#LJZ1}6h*NmtQYYQYI_|SJ|9*#Wvt`xOcEW9_ zlOlQ#Rg=5W24xVRxp#R+5^7I6X}=vw!U-q(IX=OS{j8;_l{{BRwVXK1VIZu`MgA}) zmsz74-c#j~DXG4-znUg~0gQhm?UCYlvdBn~8$?#TG+ggw!LoV=pM-Yz)95@+h`yTm zX=D+Z9hgBHTIYCP@b9~>+khH2Nh1gPfezlaelWmQ=eKqNVbL3 zL#>o+uz%(`)EFJpO9{#FZyb#*mALzsV)#xFUf;D--2PDFKrbI`p9}-ns6o^{Yh9sy zEcl*rh}Zs`z?#b}zP5LdkXxbkJCH7<1c6_lKyd5dVH^0 zGa6d@a*5MF^(PT^a+jN%+F%#i2Wn2g_OZe7Yh+5#p*-=&GznCcpPwCnqvnzuz(dG> z&`-#j=8JP`eN1oi>kTjJ3^1!NOw<~42v=CMUZZ6_{zbvaNSLRe6q=5RbAzk##{`)_ z+)NLtUboV##TVXxs;OHb0`uXD_!u4Ie}LcB}70S^6O57yFhC_ zYMtMp0E58mRVkqqzW>^)ORu;DR+M8SpVZFD&xIb9(;X)Bcne*RsXXLUoS7yki<5wa zCCChacfiUPX*7g)$&4M{t(jR9zjemZR{z=B>(7#sC_lF`GA%!{gmm5w)E! zv1V#6k#QwBQ{RnKHnhl4U>!fKqEcFok3rA?XP}<<=V$Yh6p(kc90f-5#&5%U0_0sA zMo&c0V4}a}9G%G*W$@)i!A{0zVvH4|YSGi}t1k_QGXa}N{sHP6f6cHTU@rlgPg#u# z;0FO1wJ!m}1-kM?s!*DeLot6^HUl^)0(c9Le zij{|Z4?uFm(E^d#t@jA_6(|>|Uc^kNfb@%UJLF^Wz-%(yygE-FVimGN%-XnEKOW7L z2W;2?K6X7f>1EsNhlX^M@3(QtUN($epqR^g9?&l98N3_ZDQ`kWaZ&GQ??J-zj-WM* zAQNydSsCK9nI9)`WA9R$-khjei`rE`LOx&v2{LEJoO>0&FBb*hZpkQmt=|*lI@CF{ z5LbU&A02}#s`I*fk>Hf6`0;;oIZWOmh)g0CrA|8k^3Ef{=Acp%L}_t)1*!?Hc$Y#r zmJuQ!$RFcDTQGMoeGpvKqS9pH%N4`qsVST|7AL6X*<5ZQ=FVit*NgM*9Y)h4ipJu# zv10lEW&u=~t5C{tTg0Sao;nJT8J#9n9{x<)u{m*7u9^7Fn3?8)YC2WfIbSyt;hR|| z7C!xX;gic3lU|8+js?}XAQinW}Z%H?u%~4S~6F1}hJIu^> zMUI+PMeIxvdpMSw%7?l?XCwqo$q8qZF1;BZ&CubU_0+OYooi*5Tim8I<-Q;6O&A$< zzC(g_1Ml&YazlFJxDqp#$Q!2{$408_7xOO-!UyH+_mVUv29@DcRkjW0>^4^x510v!e`d-^(i-ha1hyw)$gd0c~z6*w( zAvUiNMBvvJcfisRO9HJCEvj85b^*EGByzTodtk1Cikv6e^(#TX2SEPo z+b&Cb`I}KFtP&xKK^pac1!9_QV+a|82**2vXOs=}Atb6x_&4Cf#3sKOTDL)Sv7z9l z5$u3i)8aK`4dta(bPV3+IrIh{{grHyXhbAiKqd{J;L1?q@g&7h??@%pHi-_)?yYs1 zL6$b{R}jkfmhi98!G|avUN`xx+KWJxu}0yMjTyN~)z9&{hb?hTpyQkx_j~YJG+B$n z9PN#eGM2L%(HHyDSGw9569yjzL}6U^>xzgonq+r2KYTM>zsID_$`M?`ip@i+&-d8a zA4$Aj*Fxj+Yhp_Xl>7EG@5&dOuX{%wlc$!gz}%%ZBckGC2P?B~=YNpP?!AcMLUhlB znqW5Tg3G4<&-Z;%J*_GIiEh{&FYUoOf4%x7n_m);F?PpCbKlSWh^~9vE^aQcvLl>7 zLHt5?GTm-GZ>&tUfBq|MI4h~X=wCf_JT(sIZ8s+2aBf>!sFfltt58in;+}mrWuTP0 zOW*9b`H4EqeysUHSJBZ$#@2*Ldqkor&yeV;hfC_PGculGgp8CZGLliB`k1uQ!fO& zn!Rd1ot&sEnyVY1G%qyAiWg345#Ft3*1C@NZF4OaeqB(ud&+*iaAEAF<2s$~%J_yN zeDcC*$hd%<>_?|_WJlbiYtft6B72SN0sH$mI02ckY6CULTQkLUw<5Ru#u)Wyom1_v z2E2Z;%l>Zks$rh?y4g8>E%54&X~?a(nVG3}^3l?=1X#@x3)ID^;$kB97YS`8G0|lE!9T z4@*bIx>rclUTrLE@42dy{`~ZuFo4|@NY<~II5J>NIZ zocs|JJ>bjnYQE%?_%+DiJmsD=Nw4W+mlsL$-jJ4z20$xk$p%5t|HYJZI$7CN`SqoD z^|YA!~&d!_rEUQ$|Sm*)UJnX=bD~YRfKr6=6IF>$HUT zggScW_ModzvWq~T_4eJsWHdf)<7yMV#lf#2SJE=`;zmdJld37`7Flt`A@Q1rJdT3r zbKz)LwOW~aBuP%kzDLrBd9Xsmz)TzY+P@FIsAF)l6zEGjVxQ zuP!Ywl4(v*E&`AfTF1Q|3>12b`peD%vwy)@a7+DQy3wz zmv-cAa#ua~=Xd9g&Ah5}Z2`t1s=(5orBLI8`Z~w2x?dYB{+Kq`k-2S`4tdvtR6SSO z`kT37+Ybh;p+2hQ&f6kDu9JKfo5>&ydfqikq*oeN|=)|1|hA&N`Fj z57XBtt_eD#7{<$5H7#baorNX3GNIadwtbu><2iL6o0)cQWnZYu7OvtuSwOv0A~2Hv z?dvr6l-#q$?!{WnMAl8soz;Xt>e}p~+Bp@Df}0M(es`nGg){5gb%@QU$Rj)t^@o4B zuzZc>JEJ)59Aqb^@Zv|Kc?EZP!xU~Mq^Mn&*|=*P512evCs+;`OXHvLpKQV}k_*nE z=`1Ie_O>pn2CSVNPJNlRoy6vE*J$1IuscZiSW?!kXFt(f>#G;g>CkqD@1*=QjpG-(Eql%LE`aK9@>^!3+;`4KU6)Mf#_j#wyCnR^rea#eB^zV=S|N8mw^!`lxV@X8YGz`<5->UA#J`Y3P z$z*wOlOLlsgacsIhfYn?93sr^aEGimhuFKjkaxoO3B2%`QDct@(bOfS* zSVIZf?c4wOC-ZChNVT6q9jCT9--E9-jDC-jP5J@3=lRh7{M;T6&J4R#ObZnE z2jBWr@9Y119xBcCN$@@2&l|xd5#oLho{qiDHAyApWRiO}>ClRYAM+9Med$t{_Bsvzj=E0gy3Il;eP-6FaPHY#+idhl4pO1+y48n{_p;w z%QvpmyuN7k@$SEi1OE!-|Lei}Tin-a7H-Xlnlt^!-zM$sNtydWliKG0=^9@@&C3cN z;gflHEAc;H<|k*{P8yz$y-E9jF4eylT%;X5BHLcUJ@RjM)W7}t-WP5^ywA{g^ZR9k z|NL93JOz)a^l-HE{>RIF|Kce}Z{~)~w*UNFs*8a~G#yu;N&e@{{PDsks?xJUPniGX zZ~6c8BlGIy<5ys;H=`U#&h&2?o8Qg3^D~@#?F&oISIKTaX2aV?ARQS<$uIhGehQ$v zZXgb_{Xl?;!2G?b>%msOkeVgknj$dt<<{YXveME~%3xyIFGB%&085zkB+0yJx;JDb zp7uu<0=xIbeEI=yjX#{(n@iWjUvQ&^4Z)tW-(~fIPiep11klB&00s9dGD2rB%y5D~ zP-`I!6ppgCY>j-arNtdC@Qq1&NP%p0Eook!F9~p@rvO*!nXdB~gy2*o;rmP&J<|E( z4JMyiQ|V~S9&cApf5Xo*#%GYN+vt%iki~Jt=$i(vfd)CxZ@|w9c~P^jO%0ocCc-kU zyFZ|7*$Q2o1%3eT-zCbe!kX>KvLmMYoI0Pea`0Urvi-Kh@|}F4^<`CF;Z!UtKb2G{ z1q+g5BQ`s85nOmD59^MH{+u6Pu6En}K~b1muZc4M)!o1Q2dG)E6?~umXzlO;=V>jV zJmCAhzW(gpg`MAJHO}3LNxEwnea?(AJUy+WZrO*NzHO15Zyhq4((UzpH$RErP2?le z7NQ@{wN=OkviIS-T2QA}nG&Z5GLQ0$Tdqw3vxNAFRi&c=B|koeMHPo&|KgOW*NG2? zjGQ#C{T`}ePxEMytc=|OL=kCMw+{Yn-=UgSm!B73EZLfi^xY|vZFdO$?Rh}d;hbuk zCRuBtN2BaL4~YmbT0k+=p)&?Wc;gRRt>cH&^9m$4lVq1)fmEY&CkRq6U7TwHGrfR5 z>^*H;ovepHzpSRD;`Kj!tx7)tnS4xET7gdHX+BBB`6{)R?7sUm`&TjjKzqp*V_+H2 zUzlIHlv{k53J_GC9~dP|RnOAJVju%(eIG+vJ>BgC^4Pt)OE*TB(88%N+*y`3(o>!B zTZBaA_{I4uJ-$?yx_(y~v;kl?q;oEasb0$%e;pA?y$%N9jbU2j0$$9&+-$*Q4d~XE zjYMb0cS;47rx`bVnLzYrERS0XM<&$y4AR(Y zDR4(DhfsYPFL8WpI;ms6Vgl?dQ+&v|L|vK%w(+$O(gh~&DcgBgek`?Xep6r5L%*eo z1n&fiA_SC~t@;aTBgTaP^@aQGaI=Yz<>Ce%C7#LsTuaGV&X|@z`!v1O%AICTN#8vD z$q$}bBe8%5ri0a@(PG#r*9;qFmgUT>AXP*=S^6S{`)k1`bHe@x?)&pjrQ0bwIgPzGG z4SPWL=ZY~Z-BOJYhvZM$?T9gLmTOGN8-6TKn~B8?sn*qrH{7%|l`-zyBmna=3$w(e z_u}mL^XL>dyTlvQ!xXP!hfRZu03(-r+$=(7(B*)qSppK;|2+~VT*U?JakdkNZL)D( z5*Ox)PX9TZW6w!9ud8Q}+3I~pOB{FdV?^WYR-}d3ifse3xD=`%*vW;tZ_uV&{yaa{ zn#sNKw8SB`7kMD{O{V#&dt_aXjI!{9vxDdR6z{X`2)vZeQ*6L9nyi7LfbcDp*SLjlx$V;$>bveiBM#Yq4fu<0IX`<{plbJYy9@ zW$PP*XnWc%Vqub5L#5l9%3(mQ`}!k$6qK4)eLTzYcMO+ES2SZG$19sxhPaD)dzi+` zAjhr0SgNo8YW}s5_O>PKM#l$@+YK***>UlzgUhxTyMKN96l)wT|0i{-mn4fWcAbpG z7}t;LOrTeq`vohI;aoh6Zrgr*B^(W(uN8r2eD!|!6w#qSqY)wYs6V~6Q+e8+S-~+Y~G!m zZ!b5hge#~nQ)wO4J8v7+5X7v6Q%diKwlcJg!8d=|q>$^=3rz+9oKv+C;}qE|Cscox z3hLfpkX7@Nr`G1e5p&|Rp88SCL_6jf!#6qbtpdET2(OYOAwW81M^~%wFE;Sn5FxcX zgv`3?b~nx|CS@qaiF{3ogcC?DKb%`>p4}K^o56yapYMp%a<8qO?P$hPZT*PKn3!}S zVu$(0q`Hxo+|QsOK2Bu9ve$x~f=5^9Ml^l}8+-@Ktb6 zJCts!+e&F^(tNEln{Cm9%RW0nAx}hwe!S3dnLX;6?MPhT`IXJA^sYI(en|_t`R1lA z!$d&q$)$Wg9fjEwb`L#+rzF~ROy|B_483%$f6W%(H(DZ8a5YoLY_c_2)KYCn?d~7V zeNi9ZzudY+Th+}}xW}$}NS~o`(K9^t!MM!KtXE+Obl)VArv2Zg#X{vb+9YnfZfBu98&a(~7$ly&+U1O5p4Y-fnr%wV26ect=vLghi&py1#tc zx#sW!JAt&jBBopM3qsr=&>}hb%jHzOlX}4t-Ef1xDn(JyDF7aG0hlxMr$)i=n;W%^@&$Uu88naX(1zF~v z=V?_$MLl=*Yuc*cq_RhnCrzg`ZgKXA^TPfll#H0;p$v4;h(TM6L^arbZ69MyOI$` zSeTK7u0!aKNHax+jsrv;@8lhm0X?dHe`7*l_OC_e`|!i+{lq1cef=^P+Vbyq`^)@@ zwe?>!Jo{5QjOsK6SrA|!s<~R5fN&vRLLANK`^zJB`^TRsBWg2UOQ+_$!P((Kxh_*V zuMOJd6jY!Q6M0a^D$ZPjJ!+m z@w45p43ep$RIIjWZKrP@#`m2wP`Yvabzkb)!5L(V<81!Wnv@{Kz8_YpjAfFNxD!F%N5q-&EekXGs4`(NstQZh$8=tRXtG)r0SltYRzx0dff&zEM5=n z0;G_(id2hc@0)&QBI_|r6TJkiz!JX&Qbhqd27DNVurEv}5}OP@syhqi#8L9~JqB5O z>f7IwfIX+q-Wt`>GZGMm1WS60pTK{4Xl0-3tUXP4N{_YpZi-kvVudR>cQ6Yvv>3By zhH#>`)bYQX%#`RC%=wCuS~`{9t7pI2;G`lh8dxG@L4C1sSlaMvBTz6U_vIHFl9<_t zQvUL`mf4`J{0#g?da3*D))^^kiMacp7+zhlwEB6|YlzUst1xWvfUerdt!|b8c_Z95 zpjWr{TW2D6l-3>pb@}kM8iw4JURcv86^9B#KG~O+iNd zsK&UvKt5kh9ASlWsA>_q6}BSSQO&h1n+Yjd^`r-OgzSV+mb!?;GKtZZ=ES;8LP)98 zwyTP#Yp3uccCpim(V&(v$}>*x?eAKgDihe7`qW$Y?x4M#-802qKxHW1e<~Kk7%-nR z6l}b@Bp3@vw`W@Qs;$(ITUQ}rJsJ~6H8CB7dR(pmxO5_jX$(1~mSFlFS5=$_G^9cz zJ6{+6OwH#er*4^CRTppNWBQp^*-$2g7v>?{h7{r!^;qVPYTY_BhgO%(t!X%ZqEtSKZ^xc@ulGZ-ZqEH7=GtB@e5-- zNo^GGaF$r2@jj@7*ERXnPP9_CEElwT#$(Lk-+hG;$(; z`*;>_dfy8ix{tfM%53hy{5f>?inv#i3_e>9rt#S5+G#syAd!8VXN%D;ND`)f@c0VG_mdoN07F zDpKfnYp?AOTVDy{cnYrl=gYbb2mI23Hd*BGOK(o+AM^ELxR<0^G!>h29YtbGOP zl2zqxxp2$JcsDrXJdrurOVZt<%fO3tmqd!;8;E!xNX*`w!P*jQe*M5sU zD?pVsbJ}crv-Oq~xh^X44t@I3G{15MD*ukv0D`pJ4HXhhP8x&ClkQ~~;vDqm8-`Yi ztR`@@5RPTs&Ri@`y{Qb1*4y>e+1HrCjsz`2wGpN3CC*O!ChL`z$RiF3BgbvS9FEzg z&)V{igf`n&+jGZAMDJ3+?Kg1Kv<%qLz>OT&t0x2_d(p)6RwbB-jSs;Z`%}1~{_c^I zsqn^%TbvVmE&O{~;?xZuE_Z*~K*n8pQ|Ar)$G6uuo7U$N*E>d1frCTWK=evpu(`>@0CsbM)E)D+tS&V?P;mPx2OwYPXz2oBB zRE4O+Z9AJhn=PUT&+#Sok(QfDBSgBZwc+9uAgy@g4nh(2$uARM z*+LWQ)zzOSHVy0af}3IOqx&`Q&YMgRirHcuoXE)J0{>JQl~GG<8jZd;BH>Te3*Hl3 zKD12iuMaaGCpSnk>u!K7Z0%(8etVZNyJT0J3=j+1(6EheG;Z`kxn@_q15b7JV-0?{ z+3YT!$ARb^A$q*|Yi;atODl>+`fbhZ&KU#G(3uW^JR|yFCG~|aV*+NcY%Af`sCU?(UWF3yTC7$+r`8(}l=wUs2*`b4G6qE`)#3*GsjR%|4; z*i{w^)K#F;10mN^I>87omR*<^&9eRC4+h8W=Pdde^8d(_czuQ#s=vEVyVXK@jUf=> z9v5V^0HVTimGVlmXi0f_X(lNaM*oXUzWS~fO$u@aQ>h{cYopOpDVci0mUG*zFdiN$gM zJMWG-`A-4k3mf&`^JnUEe6L%cFQVtC4u`t17{_^g(cPYO#&9cgHr{e79kfF{s=Qo3 z$U4MJ8#nO6beTQL|FHPx7Ldk{L=CBKmtD!!iMyp#y||&OX>3NjI(NdtW>oeeigz|3W&5H;|RGNMZ*LRNBl>%lw4=enn?1U47N z8HHjXJDi#^cigs%cCS9054#e(Vxy(dl&fZQ!l2s7^Fm>UyX#hS%Ii;}eb15u9$5p} zl~rts#tQp-rrEHLR19DI#W$G1#QuD2q2tcH z;QTlVdWS{%f;|}R*=Aey4!x=oyN4q|b)dKWQ!`-^b)0C?TDzhC4eCNHs#-#+nous_ z5nh*oz*R;|KUX=59Y}8~$P;?18HxMR)uOs7=$|Szq1t~h9>3*EXFajoHjQ-Ij#2BR zQY&wVuejmMnixj+q7((%%X4cjoiwbmI2sRfFY^6{)iF4-MIS%M3l8wmKt~OKhc)m;k zA+I*!Bxp@S?YT`y%_jPDIaE)iJDYUL%qKCud-fZ^jMw<)w7wmQ^41Rv+KG%B+C4r9 z5ruC;GaP96>m0qao@v%AKwnNCrmgp^Pl;b<#Yhslh@?4*Tv6Ny|sK8 zxq{_+Rd8RTCiO!jEe#Vi?AOJO7p_ZR$qf%Uc$Z4Jr=;0O)|YmV$A@HO&y_Hu z@dqxwxra+&s0r4Iv3o>cQhBAj@wT#tn8EjG zQMOMvs#mGrt~(8RuJAzWX8UK|>UR3KVBYg0o9TkE{vGYI75y1;7tbF8R=Y89m*urL z20WbeeN!h0Ri^VVMZKlems$%{3Dy`X>AKFM$>6~k;d~RSE2RPz3fs3h61DUGYm+8U zz0b2ncUF)}Eu`?aCEtC#6?U`K+!L?9COP&PM9c4u$noqi7qiUZk;Lq35LPqyfAT`f zc>*3&)&%?>WLb}v^zB%nSU|0gXqbSI0oj9I!rMfK#S$ZrPc4EK2=Z}E6o{#=vm2ug z(s-K`lpwAwUvX`Tw(e3=&4hIrEIP)i%7GAO%DP7*qOe8W7E)qZ3l1YLLLs(b6*g+4jSO5!hvVqET#wEG#Xv5}BYs@T^F(Za;c5_c908*wz{w29; z5Zm;9rBE~G&DC!+CkSlXc0;-|j_M6S=gb0jNzGFF_o7@w#em29R}$Y;qe#7_w=Rp^ zIX(Pkhf=+@i*oTq9@iLc+;j<)+H zLm}s)9I~#RH?avSAjiDg9%d31CgU{M^nkwOhRcPJ({g5Q<`{U@ZRIryy1WN3HT+pM zFW_xiGogC=aWJRDN-U_|-Vs~jqo66ZRoTI~2Y`;~bTS&(ahjgGJ$E~lDMaO@Ev$PYZQ>}YV5j=l#7eTHT$yx= zjnKr07g{$V|4N7NsvD0MI6rG6Io}MBf;IBkIT`Sc^-sT9uO@1u%LTpER+_i$$U@Gr zan;SnExW3i1$>LY)i^S6ef^ggbKT-n876BNGsUw%*U+1Y;91nOczckHVH_Q|L;c!0 z+K%be2F~HlKWdO71v?2-5tt$M)ZaJ^g1={+R60~pO{lgr@;+8DyS2zAAb-Q2=eHhm zgLpD=tE&Elh)HS5=-2$C{+;n#3O3~0_@m74rR~WFwPiK`zuqW~*z{(S z=gfCHVrO*7zqb~0$8T$R0fP;?LKF@&ZJZ#L>0Wuvz|hGs3KHAoz*GTc7(SY1UK>{Z zeRldq3+8B9wyOUfIWXN}Y2%K6Nlj!>tNu-kMbL0b*igPYLzaBI3Sw$?|KUB4go2|r z8=F=Xad37$$|)?h3F&OwY{fE*YlNo8beL=Q4#tl+`5e}hnwtz}HQS+DzZO4VN#l=T zazxO-px&+EYm_N5y<7_9;w|P~fj@9RhK0&1E$(3Q?d5HYo0-?u)v28g66h&P?e|YF zi61*$oo=#Vlc1K(F$x17a#s;o|19MFoT7MvTpKA#-2$yB4(u2b|H{g@fV`Jhel%xc z$x$?$DmWjv__P_pHRp^TE7;!73JT`*kP+~E;I8LBntO94h?X!2PZSJnZ_EVi-?63Md+cw_P)|O3zYY zH{oYOP!@uvptpE9o4O>H)H}Y(i1(9DImjcmID^)Qy=o8g`sb^( zU}KME(AKEJYvX0G=s`AJg9Oik1*@I(eD?I;>tk6x>b(_PEt|8@z~q==U2q_DwdPiO zp*=Md<(1WsrE1*{$ACqy=tn6S^*0${Zq8#TYTK}sFCi%G`HxT@c_X$C7F+&cqtP7X zwp;nN&?BN<>@XStBGXc^8YFJZ^By>H@_TNZ`M1V$yX@+mwoj5`25p)U2dn5#i=3KI zZ`s_4uZ)QI5H-KD%*b6B#E^6%9YFKnLI~BeH-1yM*}uu^U1*(LYl^qVx8i4;N+&?~ zPt96J>@H0Ostz&kX#H)r7QtMI!IU3wjymPkf>LyYu$R%Ru%oRFki*Qy*ztMZ3#IGJ zWI1Uexz_{5s|E$^E_M)j(y}?nlepcgOp^1_cX+H@Dd_hqBV7clin(hOgH4L6(!sf0 zSKXA#ey4OeI$8{uyI0`|N@oRGfC2nits-%@hQAv&@t5vtlP(BpH$;tNAdCo)C5@qJ zQMZt>gC*u(gQP7KU}5cq?yEHd93+|ZA6Z440#%_a=0=j=r*6|=rSpH>*!Wzh9nvzI zkdn+T9=MYoij#EYnG;1lr+e<*k^3>S^r69sJ?QX3+kj*d8#n!0SVyAf^MR4{mW00= z4Gdq|&ikyoxw}t8 zeUv9J0oND;?qhNcuG5E8VSox~i`4ZHwkqWGm>O}Zv!Axq{(nd7CX1X(c`Z*9g=r>)OD&z2J|d1mfJY!p=O z{@R73RR&%k2+;{BJ*yLh71n0aP+1Pf@4(XU7GLoXA6gYuJS<`=xl;RHVky@*q&|^# z)eZ#rBi4!k%BT@FCL3-A(((hurTF_67K$DdOduq~dcC$enTNbU$qJCj=f_#M|d_#falXn$4YMm{;KE(S+TXVoqA6&Id zl*m8Vk3shg3woYtX>*d>6@>$t>hI?YrVW(vU)<;3s(dic<)SU1es=5qiIOh{Ji1bt z3`S%~;R>K0I}~lvDD6EkOIo60_kNCRNNi~|=%}!L8Oph&I$>0Kw6GlRb=9H1g5FFk z;b;N>q%y~r=g>Z)7!}Cqz!V>OiBFBiH?rAMrhI*K;Q`IZ_g2_E(}|rs+mT#r3%Twu z3D#tV9>>Q%#e#nl&EK9UjlvW9b3UL~GRc|)B!@ZWNOhMf4U2Z0U0YF2&tzbj;NV>r zXq+I4xeyn;0Zb>Q={dvN=$Vf&W)VdY( ztFWXeDJ2xyB84|b}2ZwZaKPwMy8|T1SV>Bqx9E*}x zZCNJ%md(BDRB~EJdeB6Lqslcndc9+&%*Ua8NPas(*{ZM>Hu*aY<^t zI);uM^~{MZ6TG|YfvH{QkHx)vx{Zhai5_-}C8NMRZ8!|a#<{N_(v z`r`oMoxKrqQoHnezsO35kJI~rUZBcas>wJJKKl9_W;>P4}-urcAhJ?4eS(iLHp<7Kk9eq3anZsF+FwU-zh%cU- zRGzTtFy4{eshPXVFj=La7#nnsDQ*jICagiyYiy0@(lr?M9E#3-uu>apoN#Od-%Qwx zw9|j80Rv6a8qqg3cWXR1^1C%dNFs%>p-7p7N3ju(G#nJLeUNlT` zcFm@9!gD24^FvmVP;rR__0%FR7FVTV4t>6n>A(tr?as*e_{L-qKYrta=Og$+Q3DdK#4CzTy?b`GR zCwIf&DzXDGkI^{F{YByp*0^_tD-cv&g!sj-JFCVHi%G_7$)BPQ&?A_v7*}U9D zE1%}w|L*>YZSwuIU6&6M`B8LH@l0DA8S||ovoq>y_+Q(=G?mtNmrtgL0^03p&DIa^ZtA2W|jPQCZD@{7^d{?GZK1{7*|$<4&f zjK7mx?<<{M0V=F1V0o}SuUo@?I_r87@B{GwbJ+XmAE|tn@3Q~jANU_$Zl406ej>wi zq!mN!ui4~X^aSLYontWSBK2(I$&30H(YmLkDP|T_j{VCY>VeXIJYX>hzIBr};U2_U zaW2m6N8Mp(opWxDB_Q%+PK4lT~?%O*F#nxpps@p zh$Nu(LJb2_TjN7oK?#X{8WZ_El>3EvvfH~z4aswWysjoMRi3)5yd7HZF424d)U_9S z4?OVramhR3EMJ|aY4_<7u8)Ra`Oq`puE6|IJQ(R^5O$xUrP^*)PoppyDYt`3kRbN8 zZYx`1bRg%BU%hzBdTHb)H?u$uyl~2YG3}HR(OQcZypaA0A0g`~q-+in$CE;PN*D)ZdHuILU)=G4 zEK=k@CV-j50Lqou-xsqIeR>d`tC*~~O-E}@g`wP!&HQ?}n z6mz-;ptmx{JCc@xBz`nc_FW_9Vhg z!zU08x9S43cGv;=cH(rBjK<3!g@LUiKOBUH&tqt~+>1&AQyV|&%3JZCqLB4o(($=N znB@4%s=K?`SDp&+3gm&AJX3&Jvi#xm_rJ-TUY%6F&zW)2>N-Bcwt^7jaDV|_csV1$ z;hc)n(X@^-rN}j)@kOdZI3`<&fwJBD@U^$y_lD@Yr1>LZxcJlOzkNJAQP@eb$EaR0C zZajq{%)@`}IPqnL>eU6MwIoS5bc7X3B1L+cNN0W3U}U0>-jGFzQ5| z7qF)g%vj_&3ejWBKfpXaHit7>++nrMv4X*IFG3lHJO6r`x!;m@-K{kb502GMiu}Ip z4%!~eg75Heo~p#@LH#HyJYf1JJldIGKAxZ`RN1>&3S6%jQ*&+BchQEoS|+3fbh z{_KSnjaVl7QNmjLz|=TurT5la3?o8*uYY_FtyvWzX~t3fmwg#dFDUG(TkvTN^N40- z?Fl=ZjvGX~QBMA!LM9l9o{iz}Et&0;gjPMLFN~pY1IX72%6P?cnC&^G{W` zx8cF}&KFXp+ibBh7ij`m{7q_XEwBY^#T6{Th%@nD?bdJ0t))%GT=J->aGGzam70Pd zY;LFxbc~_x7b~j?=DCWyzaCAt`JN-&s^5Qg0O`0#7->r{Y)&>uOR_pakmDz4!>FQ; z)9m8aWC}gQ>KV{knno_iP1tBXL;mMOFM4q=3dZx%$|iqPAzYO_Mca*7lb2n2-1JBE zblhUMarA53+Ul?}NDRJaTW2fo#wv5r4@?oZK`G#9*wn*+sk4Q_!y(BNjT z2(D*nHB0vw5wcbW@tO;Fy~k0RdFiO7BgRS*d3v1YJ}i;80GV7Ag?HQBUn zZTv8(-N*vrP!#(2l=9_4-hVWY9anPQrsh>k^K=Bz$joaO>fLQg4SJV~`lrPH7>=z^) z;XVgZ5i}4e9rsy5u9jXMgnoh@F(d*-<(Wa51)xj=8#7OmJxo|>_Aw50PeE1t8f(@@ zpc*&6%y#(7v8PEV{c%pLbc^V zLQj;wUxYU?AnYBp1zIVW)o@Iv#zrTYYZH43Z#tS*apsa#^4D`c8jqo3$roM_ARY{< z5BAnQ?{I}eu{j!n$W)?GBl8!f!zspr)+f8t+76SG3yRBmB_GE*^vru`3*<DOuV0JdiAKmZp*T0&+kJZ_&7(IZPyrEyOk+@VuQl(>XXjm?!BIt&)i+ak6LMN z#{M*W70epIbvQ|bE_po=oljRZeVFn27=&f19yrA@g0oQ(xK;Td?cfWa)&AM^I@YpX z6X%XNdAsP3FEunKc^{TRVVMVmR0wZ4l{zvN7*;t=xey8n_qa0lUf$ zs>pnM5ojI$AC#*DiLnPHf0Ny|rrAsEDJv&_m41vbF}L>~zJ9agY{wB?TCx zx*DD7n04bNttF1V&ttfg^Ulna%=bUqviBEn0*&6;hPkBFtvs%zG?0<#CoO9FPXxpx zC7xLqWn;d10<#I4aJ$Z|z%e21PGo&5v4ouV_VfQ+~FYslf%h@{x!jyBxG z!9BbnU!-~8z2(p@*m%DKg3Xd^Yos)k=H9V|z48AlDAap5%n>9Tr+l48uqn-=k69bm zjptABcrx{55`65&YmbPCMzObEowKL))?>7DIIU7WkR;m*Mqm(J9Gb>tZ7$%*>MJg1 z+G#~yM{`5O(*B0Bj8P?42T>c+S>Wh8;)IadU0M#YT0|G*lCsk!5|_}WyD<|Hq&pUo zb_X|jzv&x~S;muRqxd0X#c=;cn%e@B@!qPbd@y2EWX|$@>Avmq zB=5NNvT8se`=U9+Mra_GBAWU_)$SV40p^{XPql^31Ijcr54>hQt9o$FEQu_Z6N6yJ z9QEtA+wRA6-kS;;N;9=vlV0hyq2aZUC3L%DVci9Q4H8Y`@`*TVraXJ0^`9H=O{LEv z=ZCRG`6$GaXiMA*+N}3`f>Ubo8SYgXOCKxTvErdE)P(#&S|xti^rbdwRIc*;|EMcp zy`Hzs(n_6`(m8nR+d-X!YNW!JiACfe;dzLGEKCG`TKx2iH!%bxG zJA7j>i!NLoLuRVKddL5kqMBll`X--WJMqEEdcS@IVSZJlsw_%%yFNzy$FJd*_Jt-U ztzi7ilJikly6IZ_WTaRH$BPOmn`5Bgy>k(kz_n&mf-yoZI%)l5i^OK7R+U%6wvU*e z;YK#q^GQD|H76=b!MFyP2Sf$0qZlBiDW+^4N$0YM8|f5Tvx&$_wGVS|d1ti!A#(zU zGxKuUhe8yq*R@Ad$%EM~sqTn`1@Mc_2hu$M?|aFS_DiYWAts`%WaKz< zx8(`vzPcoP>IF^Cq`FUjy5)~T7?rme4?n!WfvL5Bo0dpmxnt7!)CK9C4)_$?EdYQX za#-qoY#cBaGuj4$1kqTRa?aZlr`O+evDe`=j zhFp!cG{@Q7#DI|#uLk6r5a^ao$&Km$mc|r=`O6CZ2Gu)BHY$8~39%b#k%Lcd(fG%p zJ2!Cp+o1^DHd;d6w3&Ne8+&m+FzVHCi-5;d)~{@5Pg54e@)@;;)w}?Nf+IBmGTI@d)p}FV z9Wo9zWYmlSd9jSaDg}De=4FQ5`vnSW&*+;%p(nKYuOgL2Uf$@=a)bJ|pl<4ATi zMOyJ|q5g<|emNcO3}i@gK3*zi-MTVV$2c+glk8thvs*0~bUA;QtzFa(#FR$E5z^>H z$iJqvTlEG~@hz@kFK}uA~9wpfG(3k`!W>Hf-bdO>hYQaoT;SE;UlQ_XT3_*4|E!olEPl|AUCu2yZH}*!e1p&JN+%J^Cpbs& zxpZna`uGcMUV3F9BP}dTEraNB#U!0Hw9t-4G&QV4r0|^cRxp~7ccb<@F^qdr7v>|s zDM&PpBG`sLr1BiW<%-A77A~ zcxnNmHej&QlJSp)7$f9`d$N>QM;VoHyIN^W#Xb>^Tc@oiV2R170V28T<1D99z);yy zgLq~Zs&QI`^{@AjdQMZ=&P1OFYn|;@j;KPH!|IKAs=>rxBGbiVDKdTqfX-GMxi*|y z?(RCH>({(^IumN!;yr5&A@klXDaW0&!bzT|`#Qs)m;_S{lvvzw6KQ-9TJkL<28J9N z-$&c6udr@k-2%f?+y0u)l`Uz8PaY=bQe})Xe)~S|3P=UAnjUtsT%$O<*%1Gu2frYb zwLK@FeD^04AdrbjI1oV)mMaz41|Q|vN*c(~mmFO3sQPB5Cijlx!&tWUH!})(1R|Gp z+EUlUEmp(^omuU;EB<-Bd-3c1f0uIge+At?5W}8<6b42m#UrJaSKJ@@{zfh5XSa8_ z-R%S95_uwPGK?D`FE<~SuNn-%RoW`S+MUKQao;px$M0o`f*Y+o!Fz_}+b#zfq&dqP z@C=<1RlDYyv*IKDsfPT85C1MJd2R_S23v^Tn6w=rxzEexd;Qr|`V(0@UE51w6E9rM z%a)Ds&zmfHK=aOYlN;5kd`@dx8%Z(5*|QRm*5=GaWw@N63Q3Z|NzUv6^(AoE)Y;vns^QlUGq@@m2isTa@zcyvG-@xd3!E-&x_;D+L4})cG37K}I#q7fl0A<-E z0XbkTP|N-1TR-jj?<$Y&YKZ<^vPEa;p>A-;cAoX%&)lKXH$|MrgM!ZajoT{k_5uu> zB5OXE2bTr|&C&BHPSnEZDWFMZ;M#9f{z36qwWokoSM>C6*cLTV7gH4h@Pk!gXqy5& zTSdR;5a%BeD(I0Rno24~K#bW#C;;;w=xwokg7LmIvX>VW)J^e(-@iJKvQj(CNdP1; z0mI=KNp8L9FGPUt0I1T;anaTVK?VsN0VF25G%ocIXgDqt2lXbhFtQWmU*#>Emi+JN zkfLYH2s4n`yPef7FVT(=nI4WIY;;9`( z_Xym;ofZF#Hk7b@FqKU{K6kkWIVq^DWxqPtllXRMLRVM_hEM$*gOR#B4!GMFzWNND zd%hElDff8(5ft_PDEZdHm$jFD9*~qkaop4n$9{`Mj@|HQzx2*?4@}39zkM*eTLZYE zpw8!|n{XJ7VD~o>ct#wNF3fYx%2#Lefze!*D0DjibB?!%B4R8Lwwh*P+Ih`3BTaFp z&;IHFH2Y`Rb5?8{?^J$1r%rS%~x9GF+;Y^w@?E# zW>0iSv7MRC8K;jcZ?Ruq5&Q8`M6W!O1$zdWz~IqGaV)Sc>6V-VWSkJm=ksTGTh!d7 z#=>-rJFbV`#GcQb@Pp5?Fi3B#51WOBn4)LK+&8<6xgN14;+&)CjUf1glibcDyCib|bcV+o;umgqqc1|8F0RS4i%nwG}(s%-n9TvT6-^J*O|vy?k<9vJhcSCNjHohn zMF~z>k&@A?6;nXk{ZWb4XaxM8be#zAOGW{IYDgZ!Z=d)pN{o&?9ma~!$k2Nvbvf@` zO*?5bE%N>8d{)%e6AHj!b2`sj@A&6u1!C#I&BUyH1APD5(t$CsN&lIn*18{pa5r1Y zF!I>Og}XqHOEVREtSa2)08mPWVPm~pfAKrOH(R66@};<%US}lV(ApQN#Tl&o?)o_8 za8gVON@svOfC58l-};{xsag}$=J&MJ16N>Yva376cIg-p z(%BUnDiVRU5lDb5QQXnPP(=`0BX5AvDqo;}-&EIVY?hxASnHD9Gq*uJ40P8s9=_L{ zn~LT|iY~liI5jGNSRfacgowUKb@;C++dJ#gDmQ)+0US0&Xme|jnFztng!{Y(qHEpv zr6X7EABqKDxY-pDZBG%o(Lup*sC2VPd2Z4%d8p2?bUYeKUo}xQdX|shVE~s_+UxLr z-3l`|OyBq;H&W6G6m-kyMjPluA0~Z7!f!E{cxJneJP`9JmIm5{^v(EhmOZbRAsKWA zE*}TzMgT}md`-J$jG;)G5ijd%$Txdc_>wQXShjL4aW3&}tR{+l1s`||*EO+DHlesCq4hAboh|FHL#QB}2V+o*_w zNQ;z|ihxLibfbVYqI5}jhb&?t(k&pJN-AB84(SpEq)WPM(Y>$fQ$Fwae(!Vt*kkPd z;~j$^H_9z@&3RqdJkR4i;>OB5)@$#)2cJ1Mt-RpC8_BFL7s|uI$)x`$Iwa> zow=Igbqh`1^n5UFJ81f#;H@tx!GwNotR3a`-|?`kExBWiz(e#jqLjX>`K)!a@+A4A zLL#Luh~t{S-|a87|EclXYvyouHn9^U_GeSq3=*~~w;cHHtD4pI8`YODwimGi8coNq zA#UPAkeqY*`G|(Z!A(my61$UNL50;V zPk@hBoosjlyhSQkLX78rprDhpen_d^C>Ne{?e?de?t>qeu2||Ry&`kUx6#y)>r=as z_N!|z>7k25>%VkO{r(v!=={wvRT z?m<{P7qX@KByN5%M&dwyGDP^xf@Yw zNy>+_CK+zm@#X0{eh#0=x&i&`TerMK@m8`^UV8}Nn&a5h?oBsV{sAIqh2*|TmBpHg zg*{G7MJ^Fqg>nwB$nm6GE!lOsz{1%nQP(%5n{HGiw58NS_rOe!K8Q=&!|rL(LlS+( zBnnM6!neQ#Rx;bloi+F}LRGHixgfPlP%xOA=SZfNk;|D2zWypHc<=VVdN}Y`B%Igz zP#u2;Fw_-OH;RN=6))oZ4dFSu92<0NBAUF_zVS0J)2+s?edB)!ot=%AVrga2g(v1U z7cxxn?Wtx;mB)TfNh#SP6MDIAFT!S$YsiyU|~ zbbRkUGGr;`m@)Y}%tL9r!2;^m-P&C+C!^n?y90H!A-7S6o~4Uvto}LGbG{FnABX}# z|F0?u1-c3UnzH|wZ;WqV58t$U%J4cm@}D*J|MiFe@z3-)LMC0Syo?wB_>+HK1m?Bt zApB032UrW4(`bXkzuEJ0+0zfQ3@YyC%6;)S5&QmIzKunAzXU#kEyj@7aCy3` z^$CoCIawQDW)jz}h|fYm#P8YL2v8=k&C7chLasKzw{>;b9U#9=z5LsN+_*(n=sxXo zw%y=43SMZ%GJaXqX1mP0Bgv97z_F_^IOmpHaZ|ERR3jIGzsJ_81w z+|Verm=aj@}6_#QJV;0&0^+I;|d&fayO?5?F#Xh0Gu9 z+I>sW8GGeD2BK2#ZUJgMWN~EF#Q=dnF0=iTRM-%7m5#avJb*MDKMcg* zxsqNWdCClvu9jh`+fU2$I~9^22f0kltUQ9ZLNS+>;%f#fo=$1GH{0}!6Mq+{INcK` zQhzkQ#oo=xu@6v<>rv*O)9yRNz(pc+S9-_dtRPG?T&d1P%)Q*d%b_1suP%qlpRCxW zmE0bOAG%HNr4;=T!}Ptn+`h67ac?6vxl!c4X`wqoB8e*z+z1I0RDfw}+zRA9wDPW* zw~Ok8+wv5cs}P+f?ep8gnQM0pvE5u2_u5cjCF!OQN1Z>K0=`q0qw0Kko^21DXFQI) zTy~I^wuiSa2V(1==2c9)+C_?TUdreoBO4te{y21vsjqAN=5Ao|6#^ThSwM*h%@vu5 z6bAi6Gc>TZ1)j&{;_C~fr3MWBN3AHmv&oYGvBQOy&C2o%8Yf-1%Vx(UP$OLuIfKrJ#ivEyG$f{rHP+wS=)ZHrFli zY!r?`fZtTd>CDx|Of%PnB?08~v;*dxd2A_^Avh?sLI1Gwk+S&AJ>%}6brSf>=B^{i z^lmX6oi({bJFM(<*acdS#ljhd`;9)aFZumbUwD+g<;fUPH%YdIq$XT?nSYqWd0~jZ zaSqv6czn!TY+4Ddm9zA~4`ExX+W&khDF*|#FwPh~C4vz0;nRSOE)2=tgaCa7jJ{nN z>TN(E^2)D{``+pNrJdYC_H@+g3NnVt1B~AO;(%9y$}t^SY%iQZVCUiS2cqTEvWQ&+ z3o2u7XxHcgi5fmJ;-?%2+%mmWMdpnoFo>3KrVpJt@W5%X>ykwO;I8KIofB0vaP~Z3 z>5DtBNACFv*y#;?y`PN;w;&RZ&Rvx^B^RU<;nRQ~WXHb%(M{@>Gr4);{F`O3Ht`OCl3xaiEC}lwpj{h~M9D_u0IZ19wRd&S+PYpWE+tNr5a%Rd{hu@pl=d~m z@U(m4=jYwwlSim00yF7KXWf|=50^IpU9!lrrrLEq_RhJ$%#hNF!+{ySu+4cAh0A8& zK=*E`i&ou%@~Qm6^hS7~iaD;Fl|l@H`|BtUa$+x;Il7R_?WNmFvDQKk*7!ZBmgUks zp&XER2YZlsg3^iQhiZ{>AaA?Y)LAo5x{wECtv1o*K9XN&wyN*OLui(p{oFI~l5{il zqy70nrMm-UKvZcTUY1)sP$_p*1~gd)`0aOU&hK+Lf?d~&h^&**LU3DC&r6a8aScf` z>TW87n=f4*!%w+7zDK1;$T zGy`$mO=A`71vO~BO!|k6EyD^=rNK*R*A|$-w6i9$fwEm;VK+vG(eaLnoBVTZV@# z)b>SVtUTp&flH+(dRetEIP|!Eb?9Kh`{P(Pn3Sd!GobyvTGYLyi6f|bE)-txRCxh) zlE1Y0_@cff+tcPIztrE>b1Q^>x7aZ0A8HPF$WXeDOO2*&DY6Dqrya^nx>9-hS8HEQ z^W=6lZA_8(60y8Bx|S1~CuABNCA7EJ%?}|EO{Ku_YWH3biirarO}19Y7;YB^ltx#*v&EjHAp!olf>KMXcI zBM<%bMizlelsTeM7h2eX&DcwG3!Na0DIGFoezl*unQ(|2Xmb9cbzI+PKJ5fB)jO;n&F#hxH~@+tM1}K* z>IyU4GNsZsA4OQ{}k^iHeRBJ!z1z{Y^G`>y^a$TLwqjKjndm;slR##PiUZ zagc?^j%`2VcARN|&&ow7c=UyWo$a=p@l97gwpgTu+7L=YGwJ30L&MCgj+UvrS6>D8 z3kNBR;#?Z}&3K!18fjFSXE*cxzuK=<{PBA83k4L=W{FDNODv7Kb3?=|NJs#$RM@}G z|5@xWexVDK;0T}Ztb|ko&C}d%nK`@OPN+T8>C%DM+5%=xdoLGG2VgQ?1u%q?tjvJY z&F#FFJN3AQZf-+9DH@u*&hav0afz);9d8#z68KU2DU|L_>Ko)k^&DEn$z9;SNx@aFbMf zBgHvDx>*^M4RojU$bC0{pAVIKAsC-R0nP0NmD?Ly?qp|j)Qb{m@>jK(i7EPz6 z4KmyW(*2JD-<>Q=Ze@LzDtjTOT@+MMejc@=aHEmZ<6^le&SbT;U~drdf07pf4TEbq zsi6l59?i;s+PC^rX&R6-8hoH%H!Guis^kb)f|J&!VNtWl9|H<`_Ve$dN6CvV6Z zEagl-wqqo`E=O?xxvuYdvpT9a2q4=XKMc2Fv%(q=%nYmHs!w;3Xt=RV7xl%qr(`XN z;?b@7L~u8+1cJU*?I)?fmlUEL*A z=^fjmhtMCUM3CLeJfK3xRva5>$Wzs60Oz0&-JE=2i;C;KdX4`yey1g(bhnMH zMg^}TbLOzedxmH6nKME-)1&K&nZxrEh7J%kL9PtQsOdI@EDq8G#`2pe{*SF#2TZu> zQuY$LEQJ>qO?s7Sf3lwhzz5S9G6-GDi)d^O*lfbLTLiZsyfSEMpA-5A5}E{;b+Xsc!P+N$Y6Jq3PrQi``Hq(GYvr9 z!fF{5F^Va`*F*po!o&mP4-P3bN6>3IyGLsuX&}Lht;a{3S8piuD1gwF2mSN`-+E7i zk8RpcP3M=E+t2&rS@Sy14l5ccOrDM-8hfsD&k5W|gIje|6+koyciDC~wS`t2EoA(3 zQf>>P^as@E#IdYesujBHcra;O610<02%=ReEz{XqW>WV`PP7GC33hhFJG%QUBbgE& zYz#G>N{vi+&RXt{7g&~dsn}Y14&j)S38%zc^Lmi(zf-G|8q28Hdq-@Zh-ddh6us3d zxU+d1aIa>ehLw1RzC2coH(Zwg+~3<@R6HpaueXJxmxp>f`^u8Yqx$;3=hgNVMa9V1 z?%*WKX`~+()O1Zoo&!kR%>{I8`n(8-0g_wqPrp|j+kY3{K59M_M2@F&Pkrr>J2cs? z?!les?aCzVNkH!A*+E;F-=58fG{`^Mk9^Fy$VV9~o zi#e_!yAff`Vxm=qxs?cJVa@p0zB1j{p^~ZZg|Izk6%+0@nPJXm=$A7%q2h=k+~iaZ z@X^VP&g99}Hx!#Z%JXLz+ZUKr%m&~uRCVVpE%~Oek=ie;){x?!mhd)x>1@$ibE+T1 z3uB-@#rq{L5Wqn2_CZo{^FtQ+d}QB#+ioY7PkID`DNKSIdJv&3h)(C}3}0_HV5-?} znHWgJBm7`4-a!EE?m5F^JI{@uzIy~hyh(vk)Tgy=*{d4WgW;J{Rc}h34UYQDxxP5# z1I{TS#3Nc&`@_%Z6{i01ga)hy)0-jb6Y05Oe4kwZkf~IE%>1d&o$=`#o}+Y$Y7BJmAz-6T%e$>?_w(f44Bp&aC?W| zer@Ql)4j;8mG*q)O!BByRARaTaK`7ZX}{vt|G*ZSnx$^el475Nq}or}Z0h0FtIbgu z6XK^q!v+-oBQ%62M+wiURkVPsOBb2Dox9iqCPVCf%u=s3IFgCo{MZCGHFT8oAl~d7 z&FXl!)uD;q@6|z8F#lCSWQ9vIqRm~0V zRezQtXTqwfeTgeJ9X1YSbEpa8AQyO0{rzrzci!Nhz}JKovxd9VoHmWjIVfD^OY@wK z<@>ns?Ah5GbSuMhw>hC3^@>k!R=H~3*4lNXY4+u!K_6P(+_^E?Tb0q_gYS>|d3-l- zJs2=xM?0|9=Ix4>VMtGLwNjkgum9s!D-Ar}%kCCGXs_sf=HzUhU|IgDhf&?(osR2j zrrA#&la}T_p*hL|x#rF5R7F{U8`uvHl@N0)-~lg~aCoG2T;K-d1- zXV0TLKXQTC%U?@TCovLYA|Mi4iSD(TYSdqI&&~RVsE~VY&hkaxI9;w59UGMLi`1Bo zGJ)!APCf*ogu;2}Evrpm35_L2z7O=S&NA6_=potOd<%hhpoM%V0=8ovIZL`DGwBJB z%)L*gh$Xo9A;?$ zF9Qps#jl{0%RR81OV$&s@z1|&MI3v#bbnffbN0R#Uf{M%)W+)D+f&C@IEv#fP7AXp z@d9HLL}4ydMBOsIQuOQhS02h!Ti|0v&T%uJ$ZnfYOpOPYDSzu?NCoCj zu?$hjxB!3eL4>kg>ioy%Pj#TGkw|PS=(JIpIC=(9c_0RkT5*na{3A%igA!l*|s@s#HQxj4^rwJ$fLcMMe6%BEe{Ti4&8hVMDtS0O05pz?X<*nNWYgZBEK zD0*VuG4?B=a7u)7mYyDiWzX(rbRXbLdCS$WYj59%>h#avdw{L9e9+MZYIg%R=ZK3&bc4GZg0xB0*&?wZg3W~Gv9z3V^)j4tec7At?sKk6)2_Qu zaENjN*_wX=_@c#gbW@hJrL4{ri_gPouw62QJFno^nroxxLJsb3i+gJpZ`k6!rXJ>u zj79r&jsb2TLNH8~7IU1mf~S}l{vJNGmRktgHp4E=cq(mVDLVo*?T1SF4&>v_pnEFZ z?0O#NDEY3svYWZaa+fr%%|F?aC$+-b(!V&1Pm)egrJanbZ%7jt=0YF#$7xV4@y2EF zQB8~^(QZ1b=zQXk4eu#{qVAg1fCP-$-6R>~Jv$;(aG*KEZ)-9s2euu(7kl%LpfM@6 z17LWX6+t!=QpKDK4WNdI16{)lif>q0Y-dlM$N}QCX5rEcbP?0=<7TQboTq$k2>Y?Q zjFI_pVWE`p=OhzCxYE3EM6~HE4d*s|)Rz*Pmc_nP@-<7gDTiWmjZhI*zn8pSc6kBj zuPtua=u|BePL|Pj?Pi_$j!VX$^1$!v*rA}aX$#lzd*p+WIVl72lbgHRJuqSKA zG(B`q1jU5r=-D)KX>rP_9@aqBv3x=qPYEQ?QX?+TcAIp<0teReh=EfYfA9*bUIv*e zYlD237e3LWUhS8)=d^Y8NPS*rx5GJZ*%N`oq%-;759%cA@W)T*>{)w&1+{5TD2+C) z7dRg-0~ku>h{q3%Jhy|Rq~aC3GBTweAi6S`jQGkr%b^h^f@Ffzz@)6(a>B!{uRGis z^LdS@C@pJ|a%fgNaN#koC|5meD`}Sf$K6yr*zH8gq9fo}s;x!BfH$IL1rd1?&ks|D zY%B9%lMw*4W>q+#6U3oqk_$)mkv9(Q=V==ekim4`5@prJHjmAfYoExo+0|{@eCQ+_ z#f+k{9gf_le`$jk6GO4~sNQX8D1X&W?r7RIXVt^^&zc|(stH*8H=~X|`BUD*5jy_W zc)JQhuxC%#3vn6pio_tLnm(#C=nR9CcqjbEzFQI)X|`JeY|bub1|nqc6o-2-w(TKn z*1qP>k>dAAoI@0fzB`$v@1EU~RG*5;^!UoN$m#edm%M{d+K~rRd6BfivaL|b*_4pD z%UB!=f8$|{gF$p+vUX?Hm!7Z2!NQ0i>G+;4_>wJqQg?=d=QY^3z=OXcr}QZFl8WSl`*@yOJO z5`3i@VF7puwQyfi5zJo8_ut@B7)s4m?~oJm~^9$O+f}``Hy$SO)K$9RZkwT=>B0 z)9k{dD&SjoxV*?+aQZdX-J;oE>u>|wdgWuKdNF@rpR41_n-8AN6*KSy(aHiX^?;CJ zuw__P5e0dceZq!r8I#!zJH`j)!cmk7KX#PpWbQD~_UAML)dRAU<7QMr0T`T+NKD)? z!6)EX02n37(jvMF&-2kcQHMC17IQi8sc<5znPh6jBI`*EdsPdF+7R_}nrFkA3RKwH zlnfJ%;e`1JBUf$rrj@;4=Z13+HE)+jbpp4k!Mk-_lfg5ri+d~IGK?(!Yq?CQ3@{{g zPHIo@&FlxsS=a8i?e;lm>JvV^z;M3xi(G>iKVfeZ9DMS+Adm`aQ2sc#ABLN#_wcs7 z&V+q}0po}8;#(@BO0-sPdwgE@JR^0lu+y))XINK%Ga}-L20m|#QCa~Y_oc$xb#tN>aaQ8-76gZMuwP)Nfsn$Upa}2<$YX zx_yB}qq~gQh>zdmZ@`X8QH^EhuNm?u0PL1?1Aqs`YytrUw8>89s~M`s8Uy&txXJg) z>xqnANBN!3Ehp~H+15WwCg)>&BZf^n$a#8nf z47!P^SbJNe8eT_2S!Hhx93U@8JTFuoojHE(0@4H<&h626vf7t(tmXOd;#mit^9o9L zC3fnKR6nih-}B;HFwhlP%FLEh2KB9U~poe?D;ghS7vI+f ze39?R{_;QW$T0R}atJbdFwh;=xEg6HC#mve_rx1*mYZvxg_cgLJbj2tU=@-3@$XMf z_SbVs+TDo0{XjDV5}>jJ53IW&!@HTVcJ#=|e7k?G;> zhSyaD*~i|oo8aghwxI+Kj-@gsM7m8a9&oz)AuH;9I|N?D8I*Z(5+z-<<(|~ zcN+#*D`%Ts${TPAr)5xnb<_PfIT|gXMr?}+I_Gq-zQW(G$A6RcFm%uH&}OD*sX?tN zJZ$h4U}V!LXNe9_9@IEmuKxPc|%9C2VwumiOWOKTW*~Q%Km{C%}`rw_hYJ~Ui`U}QN9xIq=2>^B`-GW}0 zXqN24*+}3DJYBt{s-e4R%O#)|*m0u|oJrm9v$Vzz{G>=_V=U64xgXyvJIB)bj*L4D zy|yb({Y&DKEW+e1vH~r;rD=Dyr(|6o>(|NaU5W~j2Pfm-Q$oRgrmH|2ZOgocK=#MG3=`)a6#O286D$!i)%4|Zg z4!YQi)&9|DlORf+`zDF?I$CXn3MXvL3v>+Hg%m};$3<(}d2Et~0{yAr$4^~sxr#oA zC`VZ3ma2VkscOWVDM_L>)e!SVL3HJBangPuEpBp(G|O6k& zQ;}dyoyH*|`Jus5xLLO8X0mY*<+OX8)v2o;sj9$Yd*z4JJV(ID1MEMDR5!p+?Y|dI z^k|u`8V560iQL5Xe9W&DQ21)4D#GJG`x7sZWfc;~+O;OGo_srOJs-jklXceZz-M?8 z4ovVXl^jQV6%5sZ>e>Dw6J8&5Yl{B7HPHos)Sbp$&^)trPj&onQDY+hw>E%<_wMAA z-j0(_1^B=Nlj7g(gg>Up|22Wis{o2?VtCa0=TZL0Q~O7()gMF!uVTP_8>RVh?SKBU ze`7j$h2i}mO`|}e=bE|?$+CR`XZ344K#tGUDnSYC)*yWR4fn8j#top)&0xeg;+94B z&*9B~z2<-Wm%%saIhJoe@(@c&7Z_-{XnG30>IdyU|Da#`qiTIdeImL0mxJ8!C&Kf~dDqy<83246$m1+wP) zqq=Qhpz${zcewdK-0eTFyvG_!q{HgC0;zcq8B01I?%JT`P!s;ei}Mkg0p+FX%#VYs zIp&&;I{;Om@da%QW9^nxAtsn^Ssw#IJ4qNAU((A$BjF+d0{KDVAK+}}gpzL(knX_K zdd&*G+j|o+!93|SqRj^4q8yrl44iO#M9muzb}WGzc*rprN~7Gd4HY-qQDAWahGyyxv!;|MsT-Hy`iK4M_5H{lnlRTXIOY z-;Yw=^(6PVZ^G^_8kr@YiVkdX2XHs|E{$_l$GjrYkfF2N-U;s8HmPr zF#2#J4bxA@iJO)z^~ZDcebtx!w5gd+z;tHZ%7$#Jl~}iy_^%%atme>X<(v!8Zbwu& zwIE7n?TqBPM+OpNYQe%25{fGX^$znD0e42!aoQZ z|MRb*z3JskCyv*-d*eEk2&LxOf7Le)d#C==(6i=s53hmBYgsCNvDYoNK^P7i)W)(F zM5saf@03TdEDmi{uyXZ#N$}?N8_C&%)kD@#Ph#8(I0Zdwa<}&vd$Ah!1URNDYO0$i zl!vCA){+ti@=Lm&cvAL^o&gE`g}T;!Rwoz`%;G|;B6=`4AE9BS%m48H_5b|!L+4h< z^)kZgPT+IVjZMPZc(6Xw7fQm`R0pKT)?vI$wo}zk4td2@z+2;K=K-J~EmS+M&H(`g z@kqIasz2ds&dc;C>pntIt~=P{PJ*ucw!oYvFAOKdKfbymhf8rkg?OJQ_E1Vxc*UZHt=lQ_|^a#-# z6hKff_YunKs82LWfjwD%CT_Es=KNgb#((^x)wpi&HPK}w7^HC7^#Pb7%uf9-m}_0x-xUDK8d`t!kQoaxQ~ z!wcZgKmYgt{^|ejZrZ`@S2gj!aQDH7xhEoW`v;ncYUF?3Ilp(;!GrrZO+6}~sQiTm z4nD0H8s3NNWhg(QGyd}ugqEp@$E_Ft|9=$!e#`&dUjKXh|Hm!y|ISYM-`oH9bM^n5 zgXn*6|Nq|pzw#mjXa9;K)AwcK)cSFH3gW-=zd&ycrCW>_T@{%v1`!?Cf4(qf_#Y3H ze^z`ymM~tIUn`G{&bKRfDgTQv+Bg@CpWW2?j3RW?e3_BK|M!LcuOnWhhWdjA%J`Oa z-u1x$%g=w5NVA!#FOZ34wgx>NJ(IlnYpUzXd`|WN@2RXgSxTG&u&;LN^Simf--#lL z)J355tO0_;(#UO)GCJ;o?4*mHfiO=nDr-I827~d|-Hq4)5equS7bw+$q*nzz=6f!H zHII`)dzcewNj{$e@0Y~rh}h`@?HVrrUN0)o^ZqH@X6(yJkT^Wg=e(hYaRjD~nf2~g zK(in;1={a|J2As*;_x&= znZR2ByKw+@sMxdMr+|@O!_g-&2>j<9tba9nVSf+4(?=&lmN_kO{L33s3s~5H16si~ zD1)u581g%^1_82#=gbC@2bowwCw2i2Lg{6A=2T{{$7hNWqe3`*EB8lAO%&b&x_6bT z4lGl9@*{9v`+*xH55^N)$#19a02MC%3=9g^ln}%F(;rnE^WcxS$1z~_Oo()hPD!(J zrtA52LKQLRyV%0>AsnZ>??C-pVjl&BXB%e@XwBAOn%T7*mpr;1KDz52_cYi?Piq!H z#P)qcXLPFBUq%TuZBJjIYYmu=ISW{uw^hpq86@{oa_LPWI?w#>h=!`=h1IexP)o7Zy;jj zWo0Wg39QzsbLBOr|M}2;gAtgeS{K$GnzOHeimB|X_3JebqR+B*6bg;Oq2N2N?Rh#V z8`>K*5PqNa`_sY7FIfp)!bOqa;(zV{-TPVdRL$GMQ~QM4f{yKBHC+u0ewHRqQUs^H z{8BOJrOKHpT=l0=0*6@(zT4K`hRyo>#c#j9c~1eu4{iD`$i{G3*VCiDrNT8}*8+Q6 z4z}36=8r5${;;e$?~o;Us7ioLY0Da-f(Z=2S_Ha zI0M_;j3WY6mW0`f9KUlXO{`0%v5R$n`LI0@ zyhQRtmWa*pD=?C^hqmbic)n90iFA0wT@bgWc6mY2qzhhX5xgm|P1$PO8=Ste2U>iC zp~o)~KDQOy-hx@JCU-Ly$FYS(82Kt)`s>g)5BdA=ZQE=xDY^yI3{~2aw6X3o&~xE$ zKyBp!%A?hlw-z+uXpw$UgvJl}qmvLuWrB^2Z~)C7AEm6+H)JHK$)|HLEuB?p@C3$5 zXJckP_gZ^gp=OXS$yQ8ngkCKfe3Jqvngs@g>(&hy&R6(tsLsRcCRQ=l8(sj~>)jRm zp8EX8II7pnbcw1@&-|-_n?jwsU7X7sszz09C*?(>QuRh>XOYd?^VKs{}nv(#{TP=#41~CB_hVYQPVy$=V zQaldFaBdz$GdzrfYoV~deh1paUR7M;=Bm@71KvGwOxKM)a=W`rk{m+Hkrnwk%1W`9 z+U1Vn^@a?3uVEL@#3kFg)66qAyD6J!gcbhdy#8i!3~P=EfIa+724VC#g9n!vXWR}R zT{5a6>tmqBZqxjLZ2HdlRHsGpJrSX%h5l%fUReCCTcvBZgt4@0_ZZ85h+V!$8h!BY zG36|^h8u{RTaVcaw#!y4y1<@e1T&Co4NLV|GfNEa*7MlSJ zedQZ37F@T1r|V;eJVJ&=!_A8-)^kcdT9)kb=$7F|kQaH+0(scRSYrULcQ?&)+>}O^;-Vx|!kSy9TmO}1=jYzNn3#blVPGPYmkFwn{l9|K^Jp&(^#sMn6P9yr{(&;kd8 z!e*;(pkJL@$V?Gv-A89zEJsFnj?FQ;O)0kbHJ z?~{Fl%Z;hue&Gror`-{?6eb;{!lPGt>_a1{700GdBZo}kaQ+UY`>RvKvqCs;&1#o- z-Q}e%d6CnF&eJdxU9`!C;;ev9AOYAq#-zy-@}D(0C2nf34a37}=Xds#|F;2*&V~bjfJLz|??Y`*G(}nCFt-s$4)w`i1l@h}| z!`o?Bn}^J5eYrUrfKQ!}Tw?O#Sgv``$Ni0M^9^jx>-l4?G*pk->m>$?FC2&(KF`Fm z9gP$%9At~94zeBe4HOvV9v-5X=bhfM&p*1jH8@aztIX)SFJW3|lMc}QY=v<2?nu`z zRB6EXUiz`R73BcXOJLI|lIGJna>;$>S?(Hh z+V{lm=s&OigjZNqqX{C}FBo6&Q@PDBx=(W*)-PsiW{^LA`$ZLtd@PS=3j_7e*;Y-V zf$vY(Mgg2SrH)b?^`GT&`_&A=p7$@_QormYM5J^sRWl`dxQ@#7ifYe(b|An~C zV23ufsW!GLkYCICi7EYl+vZ0pSx-F8=`zQ`@yyJrfc$a)aY+q9D~nB38$1D%IJF3^ zduh52aBDC^+O-JRBnw`p!yp@^QcIGggc&YYNi=kyVO)6doX~Ic8raQ_8-rw<(o}eN zO&d_0{#;PAp94kyg7^v{F~!Z&qqk?l>t&ZuosmkSc;3#9)0PEhXl zbP>qE$PzTsPi<(?CNi0Oat4!6ViOY#g@w};)FRohb#N<|*c7{;Z`ye7dC215G_~Xp zs7%{D{J_SOjXWRa&Pn8c-v{9&SMK7pdLcO~M9s=31R zRoPaRF{8NPc$(XRr5$_JJc!qTo*JqEP^K~s^-$**5@NLck<|W2r98w){m&vL-p(h4qF@Tq|j5s7GP&Y)_3$`4M&qq1a7R zS(pJbmB{bXTPWlx^@rMnB$CdveV@pO^A>Cu94Ec=s{3c`OP7(>vYr|XycC*OFKUQh zx}AAz=yDbFf5V!ef5|;KhHI$X3qhXQ!;x`r| zcai$FxB<%b+v#0X6=O&>kruy8d#Mk1Sbqr%K*E^%qBqN1%K&(R(hSIWJ@Dm_H;4#=w!s}>M|nU2Wd z2<(UyoG%drAc!l24;|8^-2)c3c`VTP`e29ukge@Ke4EW;nGS+z{vnHR# z$E?T7&rZNwn}W)*=P3;?RMbD~#3s|ax?et7!5UiTp|&tp@o=^6V>42eY(W%*?BgDg zh~yijG2UggI!@!+uH9>D=G@#H@I~%{f^6@$-S9TlKW%ngS3f9Mq%u`EdN zgoKrSHa;9l(3+DUOgW*TL2g-kii+tU%#mWT&n7StcYa5{Ai$%S^#R%<-38Y6!ka7S{Y$jOs344Drsr1qKp?%cM>?9%1y{_NCWgV)PLBPy2Qq`x8}#gHl%N+tYG(Wa z*bKVIw6kY%Hco8{isvuU+H{fis*F@-nzZ)RY8J`_^}0HADp~T=~falClk&-7ac6mqE27t+v2! zt>&Ty`{U?2o4nzC=q$ghENl;%;zW6q9Qk8=`kH1`OGu$Qy!3RL1TJ3BBE_+E*>;$% z;#X@GaT-gkIu0wZ5YB1&Ni5bjiM!T#vYeWF(oXX3`3+jM>r5)|t_KnuYo+YGq`X}! zOp1kdC59=C*$oRzjHcWgi3?PDZoBE_4&0KWyNiN;88lu#p}VYTzD6tk;&Nb^*65vA z18AOxbiZ}KqrjXmiIx8NS)j5*m`dq|(#bOJgRv3pi5#0oH&t6+n4$!+$5y|;X{Chh z`XpF=^ZRw9iI(Gz{z2)nh5HBd<0ptv#*6V|;FG7F1&NMkTU5uWoJerELSEIC5 zH#9Q*jB*r!yO%NAt&DW(pUI$HVZ6y4{(K1vcL*VNS?WC4fZTp5?P3cn;h zmYYTHV>(-}M7p6QyT-xuJA4f`pTk;ArC59{0a9)lI!FnZZK(B(Gs zSVJe6+d^{zmU5I7R%cT@TY{uWVL0P`#kE|Lx~w;5aM+!r%2oW6c6~Rj)zak#1M2jr z{QS0sK-S{T$6WO#ycMy_?{~X%(ZPG((v4v}3>@7Il07lYKR|J*R9wHL=_DpKeJpBO z$8vi91_n7NwJT7HjkVuUjC#1q&E-i{VU=4))iO+s?5kk22mSl04N)7@G0tbtFUpqW zk8?en81TDCSfz-G{mlk)4qqO+NokDTvkUoVGk$xU5OQrdC+b<_IEO1>t1Z5XaJ6~4 zP`3;|J7awx^$e^uH~>syuBHTRNb#*4(C|yXWk6I46%FR;@3?NYCD#zpb^R(g#tFP|jPCm3U`kbM)d8QTCl+?bnav@nc{FiVz7w2i_~^KlNxb~5q*PsE zKI%ENj>ljSnsDI=c_9%T*|t->)mqe&aV|QZf7YZ!85oS*5jAC&irS5uVRd(zMq?{A zR`i>-!ux2jG#rH+?1~X$WgM3&njOeLuBa9j=~lDTgsF<783zpUKil^>>v#26*yt9% z_Jf%^B`jD5*=}LRum@0-lBSeTa(7#dgW`lxY6O|2jMFW%^4Z5=GM$m(dQHJ_K3n^3 z`nzW?ZJD=G>x%&{LTw|Apj>Euwcx(tA;Z9Olr`=z1nXGC<)M1@yZE5lkbTtX095i^nA3k- zqowaTe_fkr&a3K*yBoFmHLxl#3qJHveBFb|Y(YC}WP3?FRUmb!7lUkKn}`BeW{LWw zX5*-u6+VpHmdrDQFIDJKyofy?JO$}xFSxzbAGYgoKWL(9s3>V0DLGwMgBQ=l78`|c zDj3Y?s$RTuzY~JY0<@weAKtt3Y;x z8zwvB!SRQOTZ&_ZS>Bn1P4`jsS!_29*1n(KQF}R__dG0?$=x=ij@3^(*DwLNaaki3 z7rDLTUJPS(N&lL8+vGb6`<9>0dd*uAp=diFMOz!fUP{!hkf&XRTe&K?$C09nGl^N8 zLT5zI@0_>%tWItIh|{DJ{gc{d4!?@zMsttQj(L@h-o4I$o|8gx^rS&UzEw*Jxl$Au z%|EOA&^g2|U5XV5woLj@BZ(A{Y7wp!`i=xqdf z{7)DRbT`xK#mmEmVP!*yUfH*`>Wi(hx39_a%qF+edi!38stBLZ1qvUQfET`IenWOL zn=SsJuDX`mRw?{(!MUos5#g18%`oI0g8rqPoXB(hu${_tzo2PXMQ`i1R-rFk6_{2HgyM2bOgU1&gIl4nO; zv@NkP+LS|8u$Y!WaE`YuPc}I~Y@!w38!(afJz!2*b)jOnk<**DN_|U5>os3T|NWIp z`ncrSHjT=(gw^iDcW!oD^j&>U=W}E|OE7EDszPq7 z>L#yt_^Bl2&*{rb0`Ya3>5E@gA?Wdp-=>^K{f&Kxc=1iUZzPz9nm@*%TDY}-Er#ZB z;QdXyn7i)B*-nk*9GOHcPCn02x+Jezn|^olYmM!px~<~SnRxKodL(nv%b_I|VT=~z z&-Kg5Zj|f$VnH&;QA1DTlUHgJKPGF6R1BG}tF{$?&$9(Cd-;1-~Sqdn}9aP{JyxE5@ zlM}`z*Da`qwue(qNOtt{$%jiyjPoV8Uv-{?hp6e*;!d$DKRDQxG*hZ7p5wnfhCE= zC+lreogjkswg`CA-B^wh=*zXsIdF+UhEWMmvsL;j^KRF;%dql#ZIhv`#xE#7*PnRV z;~^tcL6bE5zRdS1tE^4w&oJC@ zCjRkyALs=D!Tbo7`0hlZt}wUhk2L9F{Rtb(%P06(^{+NB?j!2)h-IR8tXdw;p`fDK zc6g?9tiE$7zwLd6Rpz`k$@>aL`drNmc`=%;kZRn?`PJj&h0Yx!MubqiALhLLgvoX6 ztx){QocSqg86quPQBOV=EfwVwIf9 zUzV+XC)2?wv1@+v!W!7HeRRQz-`!*fqxgfp+eG(yV5JoNUr{fn-5ch_Jy5KAr-Bg;X2F<>9bVo4jw3g5C3qYK; zO_vCjMl(B{7``m4?q?Kf@fvld!dH&E59^Dk^^!S{80ih(uQ3YqrwJY%IO3Z#V87l* z?$SG-Of47mk$dyhyd7k3NqRn6HAiS1*Um#+K^9!2rd#QmO2fw*_;5B*3M>X~DpOyY4f%|20Y2Nl85j}$EEMiYON)=tJQc6VvwF`@{IM>twK)$3)}LeG$D&w(!0vUFtuPle zKLyU&2Vri4TNW}xd5W~9@a1@ulvQ-o;;)z&t*SB&ux^F<>wI3;)8c6&rZ`Q1znHTiz+L-l+I&^dVwdCd4n+>hs{Yq z+Lcsd&xe;SwAsG_2io|@vyzq#S%(q-4`c5Ej`hF)kB1~9G9t;UaLX3SCaLUE=52(m zY(lcK5<=P8vt{p1cJ|&YJ3C~r|MT7Xp5OQPKfllCoO4}WUFAyd`+dL0^Z8iM@r3zt z|Dl8Aoo?<92ig~^2CJ{Sb{Sza$m&GyQZdjkmvE`SW;%Prh1TEVf%LE6KA zbZ)H26&5RYj79EWC>HYK7o3FrXGgWsUN0d&GQACK(OVUyn)CC13Dc ztz`a#JOI$VHtIb=o~bs=v3yv!nZSo2Y-X-*oH;HK61K;6rt!Ao8EzBGQ8$Av{iYDHh1_W=@pSXV4{85NU6aNA-GQ{$y^{EvzNJIapTT{=9I*{EPvep}G zb`49I-yvZ!$me0as#+$+Lc4@9`Soq(2L>DNj;KjE$9IIAdfJ>j)JtAkq!(@_A6sh7 z=;f~4=f>_184$UjerT(?gEo2SX)h|HPA}O?gIAAV>;M0z3MrFeo(c6}`9M)!Zwd521 z>x$|aElqm}8B2TTxuOsm(h@R`z3{lNcxR~Wir$&9kR(z2N7B~R9McWTK>?r@} zwefOipV!pJA1~r5km`(B&p0f7`Sda^w%zDfdR>?8J2Tb<2iHP2qNnGsMRh-U9Cbp^} zwqs$}yzN$ki&M%SH;SmIYH=Np+d_&y^kgi$!W=%{ef67~K?NcMn?~pfeCwvpErwV< zYPZye0psbn0KBaN@CNnfi~OR-`XW<3gM{APUAEg=nmRo}4I;+K6=BUd3HV#@<)_pv z={j7)r0M4?#-bXSWCA&r!f=fx8UArURI_%h!Y0V3so&|$UCo4^aLH?BqS3tFP>0(b zu$q^WE*g`x5jubH3#O{51z#Kd)+VSC@j@k)gf`^JM%@BtJ6mE412Z{FjtrIgrO{i{ z5+4*%QIaOA0vZc@_h-vPq;i}>zwOT-{q9v@S=(frxL*{UHz|`L%eDO>CwGcqI_nk5w$=16JN800%Q$FWn% z9+A&>ss0YN!HuMgzRY3)5qxhyjfk{9`E|i_TTgY;D+zo5Rt>3kp5-WiW07oIGR&yW zYp2o;2+T)SSFE=V9a4=ZG>UvOSk`5w0B}yKzh|PQiq?JpzVo#%5nS2LLjeVM6Bg1r zXSWT}fp+vkxD~1Kl|xb=I%)MsB1UuPBrp0$TXV9pxKJ*<5DTqV#OUjJ;YV7mCKRO^ zllVigQ8A+HLxTIsevo)SVhLd}>EqX#$o(v#q!YojR2BYy4cPxm&lBMPcKv@wIV+R% z1>npvt18NJzW|>V6L6X_%5qp@n8# zD5watVg0Df(!$TC`;2z@I2E{%%rBj}LvDEwm$)p1KT>n~1-OMsU56LrWJJECL^zPH zfARGKPUv!oa_Z^KNYn|#hx>(-+bFBT0)Lud1ZD6~rG2#P|C=Ll`f9I;zqQ|m(Knlo zMJd;I*@`M8`4w2#<#M(3N2qp_iMMYS5%#6%G^A3a*V(eT6KKhe2Z~Hi@}~3ba<_e? zR^Orvo~}NS=`B((n}VUktHs3a}4W?#!X}ZQRNWLtGY;iK>{}Jr9cbu}w11*lXKkmMC84F;Uz;Q}Y4bC4zh5)vZ`3 zkZANP?)pG{8m9?%C*B(hL_H$3Czc14w5UoMMxI8HayBc7(_`|Jm27Ire(KkH^e7z&D7q<%^x}> zrpi*Cow!pxu+t5{M;>I`f{d)d9W!&gwCkif-TRuN2*y~+CX?y$S;dPCIE85U ztWi}$UYgreYlDa{z4H4HopOejPTWX?w8ytG3X3=2OwVz(_Fiv2mb#aiN&F7m1YK@m zfvV2%^FO?-H3H)aVM7^xzvLRXB^_)A1UAt^=dp)FS{}}Qq z${<0%CPC9U&Rz>TVU`-`GjBNp$*$%$+5x@9VlRTauDqK>RAX+=5YflSF9P6dDMdYiERXg!)}WiRMW#81a;{D_L8AAM0d<25ju5O{isX4FN$PiR{8utLb+NHoa2f@V z0yej5%#7}jROXz&f32hRjWX6}*HnE|N1Rdp!#iM((&~&C9#?umJqM<<@Y_xbFGLaB z1^1Tax)+kI5d)GDSM>>DQIKk#R)rQ$Y=e*NM;#HZ$QW{KtMm?oE|A*76$*8G;KhQ< zAta4u%3#vKU@{=xD7nS2Vs|L7^hWDpD@Sz+2=3~Hx7u#W**qHx-PoM>;73`sF%8 z!8XE6Bk@3bSbj;1umy`slcX*1-)5ED)EDr($4(qOuTis{5EbGqaDbeHWQ_{gm_xhO%Y=XVTk8E8Six) zjo7V4WLu}+-C(oQ|8#RyK2D&t#tTP{EIk$(UONsU8|zWlzV%g2ja3wf53ip#R5V4j zr)fGVd2^SpLR$Jx>8FaTGB?GX6c)4}<8^(H$$0XY`;63Ej2;`sUwdT*T6$Z2_L9Wq z?iAnRA3~tbq{g}p`mIffVYaZ{1CNg7W(+NOr*aL7+`->dIX4eo%c}gHsk6l(#Nfe? zu}?G`%(8?@#LugbcVfyx12YcE)N5PCV8t%eFplG0?rF0F4Pum=i_F=dF8VRWTN4TWdi6(5dw9qHSw@f?h9<+P0PA0C zi!(#M-KZ{4JZ57v?&J`09nquyZ(K)+;mf1vAL8W($$Oy@S7NUH*WY)JH+%3c>H1?ig&ef%cxV8F(%Li_-OF(MhOJdXX>$%a6hQ@>zu$ z&sF#dCM10WOopqsv`+F~|AZ^>XI+j+IIfvjNHHjjYkl?N9t}iB8wBwmT~SRnsMSo4 zm8d%2K|4Z-ZV4Dc2dBPT^hhz;N9wwjiXuWS=fRW`-MWTfu-4X)=}CyB_kj-a*x8wL zLBC_bP$^gDPCVpE;(o>!H2Y3s438z_2bl3LuU{Jq zdVd3^U(UJCzJGADv;-;}7h(N&<{L#5 zgeq%r!aJ0dA_GKR$N6DjkAo0pHbUp6Dc_TCXLjKLJLJ_iSVuE#@e6Vx>Mt^89G5R@ zeON7i_=18++;u4;yKCM?)LqN%z*R4Q)*b77rq6C2Y7zXaXyA&)kv~h8HKN%Z1!>zj zBA-Jpn}eOz{CwF^&~QT3$(3lzgF_y zhA?x_2`}re!vKO0W@Sx(PAl|*#^|;6TtmCu%{-TTB|%J!vfRx#s{@)`j(?^V%JQ2l8xfcbWSxlH2^tU@$-UK8gw9+-H)Gt#hw?ePK&fX)JmLl4CH*^hJIz+S zLmn6_(r{622f+szvWGb$3m|%MlzsR;^x3gE(kaJAP9`t(!`k_LYcbvY#Q-G>)1t$I9ZX4Vsan6(@A#g#!}bdZ~eDU8zFXTYvp`(Hxc7-z|(lF<)-(dOCtl zfYfgL1=W19W^@V-t@-0XKr6Pv$@oWpPjF4Y22tc;C*?URkzZ5S_`rFl1j5gU6&zvc zJkN)X&bPbVPvMr|kS^--BnxVD~6rmA;=Zm_maWf$o0GpOtDVL0x9 z)$#^WBg#ucJgKxpVAA>>urc^K4E)4 z&C7t+<(EgoTQB9#367|)`$D-Shcq#7vqzk5xV84mBcMzyQ5T64qL5FN=zg1KgQ^&1 z6t3YE?+k0zQ(ygSI}J1!^}(2ivmqWdMkB?K8w05pjQ6skj&$q7lMyyrBz63}g4e58 zB)SQ!{(voiTdqU&)Wx^_Rt73`;0yW3w`^Xfx2-QVQrygh<7;N8D4H{chRf{jv#FK6 z2ehtF%XJnt_mzC9$71Qj*vQ5f(r~?k)ZO&<{R&xjF$PTuWEmNq^X%vcJS4x{) zJlds(D`pwp=3>2@55{u^^dl-hzWO{@#jtht1f(l}cIzCy>4!Et25zMGf0yZF)f~}` zcYa@@JB~3`qo69aAyh~;mF7lvp>u)|&6ePNm5)~K9Scq&A@VijZO|EK;vkZ-m2_90 zw9h*mOu`v{O&$wmx1lfpUnNFBLMqMLV+RYW>!B*XT8r`am zZ?NW`Yl3>DUe{;zGvURwAFt#EwfYQkRuVfFvucX~Y)(8yR?+r;nl)uJVl*1h?2?^s zQz8>ymuBiu*VY*d*i;{>&_%PtInI3~bH;^5O;52qx=%Xp%)A|A)zo2q!kz6PWJHA~ zx_tHi$3M(zMrb4xo9TkJcnJAW31ER4Cv+bxBu5#Xn$tTq_A}>VM;_QegZ?+$^>H=Y zJ-!smt4eM{t4lla9^0u>-EKWup!s8!%_AxlcuM*SG@I7F?a@i!5tom{h$+)xuEB%T zu__QVXtB-Fxl2xDXJ|Q%!f8F6EiRwnAETp{bA5g-&TWz`ftfjD@}w}j=gHc@#+}N}9dm{#FRyguT4eW!=-8fgYK|PrW$j z&+%w25L0NQZbr3Rd6vtaEl%h1#I8Z)tEaUkp@W(SCBJ1!Glajl!jL*`{y=PO^2<_c zx#4Fh1r>z1!$boNrId|eK;dlC&&d+3MoC(Cjk)%Ki!>#J_~WTQhD6!MVnmV8)!jna zy+TW*(}uFq5RVum#cky{Qj2-3|Urg+zH+Iaze}+tyd1-Y~8DWh((_Qt~zV!kMOdmEerKLDn1``ZdTJDg!qf%>m zvk5vN#c+AhFmJL*7|K}lK`ZbLJjwokPtPly4y&Z(PT@9dZr&5^uIkg{^)+z#Yz{u5 z_8$Y=kXvgtoXdkqHzU#x=9q(R9LlS=b}hnRVLL)*FN2l#tGr_9%qFhr_kI3F&aLy$ zEC3}Dw`3%oWemnT&h7vZk*$7DYOvhVDnZ(olZVl?$G}xFEGz>pz3&%V^YENNZih+g z7zD|d~qi3^$j%#hZBwIbY?aTJvH8OiXAF4W( zsk*8EUZ0%&lam3d6g$4T6I?Yn8^_K^Z@%=vCbxDy_`M;1`31G`%L43O^wI=464%Es zh(HTk6{pYZ)i4Fk;~XM4KGLbgHsTPlt&nC?)DF)U;8co z&s+^%S`L{FT~$H2)Y6Zm<5HWi#QqjF4W(4}k9dhHssO!ryDUCoE1Jea~s| z>OV=etPQt@du(B!lIkm($elO{K~-SY>})Pmk~$~Z^gnLlf5~G=%p^r+oROR=1#-xF zFiZV%PS#9Xq|S&p)~zk#f#f{<$=Wk0hPv%^S>_shbBfFuWBt|V{$nO)1ZDG;T4R>sxBZtxi}_pi};&2#^enavIqx)*6>u!up0dlN`H5rIahDPGcU4y;z`?<&kv$c0Ddr-2&fY>T%~XgmTOdD zp6)@Ag4-W9xmZR~o|k3ua0>HkBW(y}9&S?H ze5HAX!zQnY8EYU@PVv_h{tyP#1X37@en#xThS-4uzMGT*0%UWBQYmX_%0)sNp&^!^ z&^%aYzX>X3GPKEmp%|}^-EhMTlFix)`9>o?6c4==)BXUZkc@?>8iwe0E-Tr0|sA5{kV`!R*|6vmDQ~wK- zAhrm@Vtt%i@Anynkr{6q()j=f6yI< zLQ)f}ShU$8{BD+QQ>OgaB^ErE5gZ7sDGELux+zl={kbHvu5e6_Z@lm3)({PMf4Uk+ zaT|AQNdSA<_dqJXEMc-Q?U5dZuQYUnwu5Y#_F=SaDY$P^+auH2$i-Guw#R`Y9dJ|# zyZ*QFEGAY+c#W0g<2mBLT$2CtMGwEIZ>gj!?V~OtkIHT+Pxs~KU|M-U_Ki>%@P8Jd)S|2K* z7dZ%W&O*!z?oUeq`yG)C{5ka$N9d!j@by1_R61-Flc}K!XOYY<;!U0bZ?Yrc3{Lr+ zY{Feh5;%MfWRD7NHvEEVU9&Lwk+~Q)Td9J`erlSe`K7_)`yGZJNo&f!A7gD>@{%75 z{lB=#zkFr&4TSkHjJE+A-p*opAH3d3t{tD-(TnUOEyy#KmQIQ_xgU6C?lmFxl8*cF zwh?g<6<-HgOWdJB$yaj& z%lY9Ngsx@PzW`6X;7JI~k~wOyUmfX}1Hfm^heF31N&gC^L#PKTkmjNRog7E7KLj@@ zMu2=MHU`U2T;{^nTwY|5BZED5fuAks9Z;`BSd=xmwVtc#y4r{C?bYySJZ>dx=}LJ( z#0N&?GWc@8HoUPf-By6*0X_YhEY>J8A>y2`OPg|COm zurI=xZF<^9`JJ`#QCDz1uEFNr@dfDM7T;oOsA`6u^Y+pl3_xRXCu~H(JME=n&^BUP zfpOaMy(Ia@98j6g<2TbYreTzu1s`1d_|wH>3kVgG#Pf&zK#;z5!QIgtA1la%e}B&WgY^=#!3=%AGPF@V9cie`)hV>~^cV zwxx5B;ObS-Z|ZnFBX)s7YlOvRe~K!%c$dv)%ap*|w&2GuKooDP??>=(YpGU+EWn{A?T+d^W@NV@4$~(mXK4T^xdd_bDZK(-HJ^|#Lw$ny z6hMhJr=-Uc?SQTA;VKe$Fa|u?ydoi^506q+(c?DEOAYkwF2rOpfVtX1W{57s zOICSzU=sb)n6iv*WXb`bdt6I4oTPR1;oa?(?>PST$@lEhr`0|9lrrqV^f(CO6!$ z4f`Pe5YWu%lAO6a{tDi|;KnGOEH*H*St2?)A!3k6p*F4eH90;!`})PDPd)8*ZS=?U zsvl9-dUtj1iht2g#|(Rs!!D^o&ME>ou3fX0Bl7G3}|K+b9w`J*c&D3(N)t^jx z^2%6W3Q*4G^*w~cKhM8w_Np1A6oloabY(E2A{1XRFg&&$;SZuOX>Ry>kxNGM5zm2F z_315{`-g#dFMWV48LjuWL)#kY{1FCsqz-+i*b@t6-!VUnFLr&VS!N#W%`zn2h2<@9 z@5`ACN}fpgVJY6v8~N9q-jrI=M{-))8B@{V@7g${<@8&?czHkk`qPW(gt{^ddy%(H zM((g~^-EB1|I?9Rh^*UO2eWoF=f*5y&8HU>$6AulG~{i-UGYVeR5qw9MdJA zW=@UjPae z7Itr?H_2x%V5f0$LzJT$;f%l?g`SpHUas8>><@b|i5>GaHn%!O)r8?wf)1xm7j%;F zUcBFBTvsiM=v&}Cu}0oY?WURT-`0u$xVcBJd-PmN%y8NR*xxws3bfkAM&|8P-1zVA zfEGZlEG0;wrCb0+cof>tm3HA~JY+%26+W1VS^~KoqvL=yoD3mXTP6iM@Ad+uqR$~& z9kjG9*TZs6BR=|>8=rsxfo~k?-XVL|$A~=;fs^?F5D?s?DWjLW|E5)Etm$<`Zdj#i zO*DyNYG#78P?#`tqb*Fhe2&B_1o5eMBj@y ziV>d6E~Q0pF8hINQAy~iUv9NDcbClmXC$!V9flwiE$%|C%WJDL}s%U2HjlX&Ylvw4sEg_g1YStT&a2O9`Na`&vN# z)IP;q&5uVdC&a_Sx(13U8+A41om8Q}iWe1He|qQe7^Vd6yQ~68p9OFbA+r&?0d@*j^Z&R}?-{vmf=l$kyO39j;5u9iEMtH}^|QpN zX__+lI*)?x{Tuqr!1VN;|9MbCE0d>l{l@slX44~9MW(xaLfNkWVO3uA*im>A5=1R{ zGH?>WuP5`yGkBXx*Lf8V&pw_Sk`P`d2_HSpk_-bc9HJfna^RK5lGN`lzTTekCJXx% zC+N6iY07NH%Y4fU#gv;-&&?}y{uaD`XS22pYsrpFl~yP}zM&^r+4ll9Zt=2lKwzeWp=-=E8TShkvWRk9`HKi#$< z{`39z6tpMfuXY~A`la7M4XGP%B6|k35y$l^d#dUq8#7JiP%I539X(AbWX&#}zv2i( zqzh}uR6CVZT9OX5j^ls+ryJvqm=GkwUg?yk|Bny$9~(xK-$M%RbP^`~pBBnLZ`?PG z5TnX-6Z;>JFRJS-q8R{*E_YI>%1cr%4@4;hL)H@zwea}g;JYH+=O&}W z*=)N25_}ef`-g=h-)IKdGo5{5dIu!C7*Z?l>_Ssf2E&Q6Ki)t(rW%ICqR_X0npF(pw#VX;{hMoRUAhxiu*HJGm~_}wM&q@ zTS*O$GtFI~s!OP>D!LI}iXqb@I~R>rle=TVa7RtXA*UMTLfK*A5Spt7{Rs<$Rxps;fyz9`!x^mjRAF@^p={;uS;9<(x(EwfLTMb^9Y`%WAPjta_!|Kv z#?1%ea>rjTXNJ!duFdv)WxQDK?wEYJ%=YJ&130XG9BOTi=H=MGFAT(37&w(~idFx! zl}GpdkM>L9*XXT(#*je*w7E*}eag~4WtmcBFa;9K*IsM0O7=*03Tfhv7M}5o#lH#0 zSTABH7)yB-^}I(kFcvvjvg=tSG-4Y+@%E(`xb)i+;C}|)S2;9ZWw!eWy^5rg6+@ns zY7p;BrgUn#H;3JTA50n{sD}|s(G3ugqLVwTOK{?ul7IZ}QE`&^P%D$coLqFX1n$#v zL>mVoW5>Gvti`JAhP$0A7=0UOJ82Hikj24eqrs4d95VJRL*1wB5*X2HL^p9it@NeG ziT>`A_>)=Bha~H16ZfM*0t609KG(uq*=A!;@ z+~F&QJm2{9AP>Eh8yjbhz`f=O?acu`Qdu<7N>5KzI+rVm9`lGKd(xvNDsM*3eXW6s zLp<3-bE(7OtXdnv3~de}$;betEuXf1YX= zI~HpS0hgXM8v0$~k9T*&FCrt+RRreVzl%xz!zmG%ht}F#}8Q+P{^J zim_bhtl>37VOu{yE+I9==KyMK|Lm@7hseY=NT{+0TEKPgYLoTW0q|#~sdEzuxG)~W zjXDGy)1H~Nqx6fhL05o^)}VKI4sDk%Lsgz5qIuc{oz`t;g{VfPj6zI>>jGgjvqZ~f ztTjF7S|#%dR{`5=aGht#u9!w9G8#p~Nfk|Krb?#rOD6xag@e*8M#f1_0X!dQlfG(& z+fU}aL4(GzvSAL?q>oBpQ@{9T2;Pl}gNPjP7@3fKWDw2Kyld^~3;{-J$#~;5YJ}ut zH4Ln~7nily8ep?3a=sSzr1M=H^BIT*Sa8Iwjul{M_+hxHH0XWHR6 z0{FyM0_aZdE+sA{ru|Jh`1VW0LxFpjs>Wv?5*XJ+PLJ%e&yRs}Vhj{9%a&z}jGgcC za~wcw+c1tuCq_BnPPlBz{mJg~3#R2-{X8tmkCV4#_hJz?){HfVw65f-vK;Jx8hCV* zrAYf`V-@1LEPues+Ws?LR2dZ2;XF+x)5w*Q=~#NC;%T70RT`O^~(t0viKsI_WpW(zgT7gy@SmeRKPMaFA&w*_y*= zaDgbYsPhRYxpZ@d2BtgAI&h)U5G1Z)W5mi~oIM6$vKUgA$_$dcvv4$g*}j|^2R%|n z?O>Mp#`#-XSVfQJ`RB;02dMBUS+H#8$N6gC`2tto%%Zqwfy7cdGjN(Q0nAuC(LfhV zdM!GPXl(OppKI?XY)sGQ4|@Ns6dN%@uBhVqold86-In{1!{P*~Em z9Hb^1A#O6!R2BtFp$55A(OQq^aQvl_+@~y(>CQR|Eyy4N;(-OH!~qg3Hq91n-r*AU zc_}Jh`7k<<(8CrWTsYy8Rw5HZ%`0+V|BZvv*?}d(xP9#-_5S&5rwx6^2V5CNxp(e; zr`i^jgY-?|>(F--NAhBp3o+|0r6&p2wYXL8fs2m4J(-QcJc_UA`!i-+ z=kIEA%`s@bKS|6up=|7<7$G8ckqtrCPPvGYjPU*DK+c*s_OF!uU$f`&tC=0kKzzxn z*K-4gk8!>>T)5sZ6)Hb}Jd<|Hhy4?pL0w+0%h~^~a9dJ%(({thqrdeXy+nm_Kw*KR z(X{dwoNJK^yuDnmx>6=QQ@Nu{98&|ewG($T&&FF$9`=tbvF)tcq)v@`HnaLMFAD4Wz_ zs(cD6<)r(zMmbj)h`5Iqs2h0frvYwsK;eH*M??sh`&fn*A1msF9V1|fggA|~tRP;U z@oH0_aaL0%cZ))p_iUhmc%>X^dNrto#Tqc}D=V)cb?-^%E7Af5XF=ppkZWI*%OxS_bxTazXve zi>((~D;2e(YI|6#0o>#qIg6#@2q39bH(&LOcUbHCL{W^O_PoFQ;_?{{bN+jBF zh)>w3l@bw#H-x`>FIX~(h=waRFU(>2FDmM-bp)kfXYU9WiKLj^_b{_Rk1sbi_!0N`f*!5Y zEOC=SntH1etr@Y|q0_PW%JGvPT&Mi9fNNJMN}TQry29z_s{K^oqf{a&vr}^KJq2Sh zo$Bs!@DJT#Ezi%#mW7+-t3)kp2?jF(7b005N32Gc|HKik5LRNS?+qQO70{?3v5hwt zZE;fP9}rAFsNGt*h2d?CHvG@@4?q6OpK(3h*>0i8u)Dj=D$`mUUMTtAmqk{~DNl#qtNgsQ zV9@pXmY&nkb)t7-)HT)H`)?+-s<2jt=(BFEQJL}Uv%QW%ljgsz>$gzOIX6dCT&PZ( zbg#~W+pH1EF>U@)TCFsoexjt95^IpDAs9hbbBY{hEYd!NdR+AtxpFf{`x~1zI|r#JzjxMWJ**bQLrr|8(+W z{WQd^ksE`qwPhqL-QLWpJ-w5Yo+GL2BvXFWX5eh1os)l&5DG8B4n&bhtd@`VM%FcpbG2&s@>|daqUYBgDgU|Yj8{_>C7pt5 zIV^1Nu`VQU)3GQ>b~M1pB5$`Lyn7%Tjc>=2zx^xmoN+wMz*C_<=CxfQUsU*grZHHA z&~-Vs*Yt7JS|9St6ud!2pJi57$bDmUETh%l6Tep%w*o(X;zq}iwH*7`O|1EnhYkKi z8HK%`wRhyWF5cu{6$qjq!y3WS$77HA^#j4ATdNc^PFueOKdplG8QjFlte`J&Blwv={WmJsTL! zM7T==ubpN14!z`i89d4B%LJB%{i-@O&DiR7KD93$&a2uPC3$jVVw>>N6BQDE)r^IH z#1UnTy0w^mLtLrh2}jF~fjV=)0v>nC-usJ%P&mIRZa_^SIwqtqN@0FEX&vr|NtRZ^ z%$vJOfQ{V*FJeLQ+O0Po!s5dZwQH!KDXWwA!_rWFs;t+m)Dctt_|g;EI7fSPnA4Usw`XaMnZBOlvt@TvUK|2q3n9dTGT}uFZrlk zm*Ri_+|MimZHng~*7}G@rJPoBIe)H!L~1^K=Jp1LVK%b}n~-Ic+?`-q5X(D!X9MSX z`0+DA$bO4D6nA=`>T@T;RU>3>OLx+1J|c`Ra7CNvMQ zAjvIeFxyajG{i1aBC`tCiG2NvH5&B-%rkjv0zF((K$K=Cn)q5jd zr(an?3XA30K-j&!rF-UgXq8$-!v-Ek%RFYyk;|#NzgPecs!{sM2qh6F?FLoMdn?`+ z^;;%%3W?u4ZM|i`6(R{Eefr zFZ$A`cI zPdtf#a?&e91jC8qh&fb~I+W67;G2v9()U#{=T$C!Z)a$=DjBfxx1N~&lKWbr3qy(A&7*FF-Bhz(55(vrVPeDS_^ zA^p)BLyK}f*&98Y&7D%BKH+o42yCcp{GD%`l4Y_>GN&P2C0l=)c|a9Kuk;yc#ATft z%YimTl)^BVnWtZ?!v1}@#*>PoA?Kg58delx6p}^#t3c1U3(V zztnAhxtP_->T0VQRNecokwO!}>4S_zVswJ(XxMQIuBq?O?2$ zQ!azXy_Zs#4^V5%e>A3PFmum&*gRy1skBgsWphY)iOQHoH*G->*SjLM5-<&3DXwrg(-E@~|d z=cYDL$69~!oz8LIU5gJajVZV@Jfi78#ifNoeyO}si^%pEp6vSmkAdG%@b4%=ZV3ITU3lFP$uJpbAD>Ih-Z3(Le?QcD=I;MffC(UtK zW~_ezyZx(L?lxIuwsn&a=Q8Vb2)WF&un@hn+^Gy!F7()1az&FNv;Qojk}IFMFld=( z*~O?~Od&Z3ZS5MrK|_prf@-mOOgK)MZ=a)<$t_~f+nmpTcC|1_juKNCjRy}MxPXQ6 zpczNq13`5yfv$5v@e;E{GB0N+{9-!YT?ZlNFK465fKB4T=mIOU9mILkkXhV7p_4F3 zTR%axc3~}TkuU1tX~uz zuMdT)@rLT?>rO9D+07S_Qj&=yIf~=Nk`jleY=6`Mo#l$+((TO5kLUWt{~o&bz?DW+ zilnSr%;^&3Huiq@Of3?unCNRL#axrSdJJDUJfaR?*W%&-K!A4^!sVEhkGV0Ih`bgJ zaaG+*_$*ChbGO5|bI4g*@}NJgc*dn)rxKXhf;(U&xgk?tfAfyq6Hn~tJ+*vn=7oPa zl88RU$)?7d99xHHepg!7l~L4iKCsIFaJ1)u%=YF>QS~hf20rNwO(t9zt&x0`L)T<+ za{^2AretY-s+y|%#ZXl=E@>wlSy_U28t;c}bup(y%j&djkIbw*mPLWz@}uANF!kiE>G@ox*y)z{z7 zYG4&)c1ME)wz4)Wb58KX zzCFjZUz^G7PC^`|cy_}5)OEe^$=$S1&;MUc_y2sQg^3QoYxBd+##7>-aGCQR3oy z+z@-`6t8rTvffYpo_S`n&ZldS(S@D|*~$9-EX5;VS2GJMM@FBSf+&z(lKA4&_ywtp z=OtcU40-2$}Pq!+{BxyOF?lQ`xLvH#+iqC4i)wxc-FfAx>yKfHM5Eb7(kM*APE ztY;Y&;#u8~W@ybwu2cUy3ry)@Nwnf>~Nwo!XD0|I1pl^(srp6-r9x?(Xi8kPu~# zpg*u6B{15tf{yZpSMSgXI;@;$cHfSc#d6qj5OxC=i)CZW%KZ@CWvrsEj%tlydz7%W z^vuuSe^bCHaUClg%WaZQL_|m5z#vT{-^ihyN4*@#V{wuFSyGQXE=g#VT~*ic!B&O# z_l38{mri%;>+5-bn*N|^ENO0T#-MiWPL{-+1p6!QXI+8o|88wOx%h_Qb#Fkoam;Ot z)YQ~_jIvP|-}T}bRKJqFc{Ucz4Z8jT0fr6!m&6m={YaT+L65II1E25dyVTSh*#@@< z?9rvRX>?03z>KQ1Fw}K{goNa5?QIc?G9T^*{J2cf&QTw?4vO9*fU@mN!LKj}mf6tZ zd}CeNPmOl;fB(`-&f{wB`TGO}z%bq7hrWc=Pr;g>XV^+k!S*cR<<1H-Vy;e2OZ!p; zbBC%VkRSo6!7S}?&T}?6N}kZIs9F3nJeh6?pdN7+{MAoeW!`x8J)r}PI_9>T5Q>y| zA`e&Ydr%O!4CNZ6sb%Zf{`w*A1O;2a%kKIlhuJ`e&2TZOsWFw-0l9y?{V?Iq^Ph_0 zYdN1kKioh@OKIAu6{X-qm60?V3h{c1H4F=+!n!KrGE@->K0&6bsVSq!OVE8VeUgt;ZYQR% zv|m;oSFu>t;q#TpxRY}$i@IZRagkfU{(R)EkwUY`4DIrPq>i;?V`DeMAgt#{I~VH#BMlD-r0H{psVq--?s zDAPWJgC+du8)?V)>F%e8lWC^CACb_(OT%72X^df)Mj_f2!iI^)hSCFD;U7mZA1vJM z_@J5g&p?T$UwHE}2=t-9BGa_YxY-I}Zfp zI9pm)o0U5EWdfe`~tyvVDY^+u!-Vc!9)V z*mZK$)R(sK2ek*Sk8GTPN?eQk$$~rHz_kXV%Z&1|Ch_svT5j9vy3L8=UbDzNCl|<6 z_(;3l0r4@;kIo<(;&HsR0g*ALzu&@i9%7^=pRb8+7_!tWusPh7bp}uS5~r87AF8?c zlR_&{Ybn?I0f`Y&dA$?Lq@d~=?{;8X7D8*e_0>@EO}JbryQ%@vLp+-_DGvm>l0+? z!o@jCV&bF;{D*NBdUfaQmK@eab?1!*h`t4J%-lWeyN5ePEh>vbp%j(o5b-QOsrv+# zkuinf$==p)n$0;EZP`x~k`wVVVSBh%=z&b6W3mJ<$^Yz$H z=HK1_fl_o8TsTC(hxYF7j+NROr7|TCzH96qwyfB=uX1+E2nNl2a@fgB_^2Ol+F zvfy^~`-@(BcZ~00)m#+z3ClMjsw=a+==si);`J)+>E44vB9EH5(km4IA8BtLRrR{H z{iC9QbV*5rlz^gubR*r}-665)lr*I~OL8Yn3>B z<9q8Ba`7=H%eq)kA9nP3^5yjDL}8_6!ZTUtxMql68O{ir(&D3m9lb`u81g}f>I&v* zZc#>?&@XDWo_`)X`AlED*3$TI*HPjZhYNkb6gA<*|?_=6>Bs` z6yDxgVrY=qO%^LkS@5|XA*B6EYQp4P18_r9G@>&)jZ+&D<6Mo*hFUTHnqRp_J` zqXsl4TqW}SDW8W*Y&W3`rH(%P7{ztejk^1_7%i!os+Kh*X(<^j~SW5=`A zuH*c7f$fXFU64Yg^@m{OBShD5aA4+&mGG$cbN_G?H>4rD!38#xeHP54Pk+{*-Fg;F z)<1l))!@IZmCbMi)$Fgj>S$aT-XhsoSxgAMe9LWPev}k3jOYhNd41QDLN5(`0S8qH_w5qDBQ=zca1po$P0gIR5 zn?MQo^+6*1-bVr--^QrzJ(Eq#pI z-I^x_K4xZx;lFP{sif+maBs-Kly=#nlJtXlq%1JEn<@mbR(9Br`>yfnui@Uq~)+E;E z*4JxydpD2e>qFQcUp{O}Bje;etHI^_najdvbu9Z2bAhYWYfuoV2@tvihznl6j!#)_ zqY^k<7(-7`MULBfK3_fDHv7DI6Wgn+{~_T&Hzu)yImkLH)_xz7l1e7ary-b?z+%h| zjcs6i_Dnp?55g#tlT%ftfbx90S)|H2Noji68M{2-2sA(C6tsKc_)L?;b`s{HtY7O5 zhu(O7wZn&ikok%-@8$V+viU<$uuN9SwU-Pm*#c==S+m9@tWBt%vcv# z>EGH^^HcReysDy&ic?S0grO1=67NFaOm9a~+150G;zVhGdTy2bGjt|Lj#}Ekb-OSf zF(SLs0sc&y3eO$7p_;XmwLeSC1bcu@c6PXnQa^k!`*3lzd~n=$ zu{M$s8I{?$x?^Yck7wy{@R@*6>Gj%MR={hjk?Zcao%B82J(J}#ltQ- z-w0K#jpw6<5Y;4M|gH8UZ(`te68O)jG)h z_yERwC80?maR_x@VY^b%Yyl&L z2kj548l3kP(Q-i)1w+}}5h`8a$Ez~9%v9=EQW<{-wx_W;=)9|l9rhuo-QpYe{3j=X zWM&3jbR*+u$O(;TQ#w<{W}W54q_+U@M@^xP)y`AI>Vs$_kUwheLuKcK?9)_TwyUuzJRs+C!&EDj_~)sc$;%CkT9i9up6k~~c?|11f0xly7h;&>zKLeH6Bfb6cfz8}+lf+PfBbGlV^ zbaI*^IEFiLrY`Ij8f43T!xAIrr=gl3MfvlQ0{sfbUe^gp37U(vEDEM^`l3F0uCPib zD$lH7cnz+Y$D+dewxBt61oK9EMfta0S^VBwVz)vF)4`#n$dy>U2lrwCRy&F(4dH3k zhM&Ed-RwP@p`*h_tV(rM=r8gZAttobZke3+Sz47USBEE;dEY@-XtFzBFVz`E>rEFSpeYVEloIlTjbkQ9ql{;>9DD-soAOuv1it!_LyMwYe~yK>6kIzUu;$e zhVNp2`T)1HJ`(#4EBv`oyyVaxF+6&&!E6Eju)KOdP_vS*+0VN90-v^?$ukWJS5n20Egdx8S)w$?t+&jZRb$VZ}q>h%bT- zk^6eER5V2OYL4_SI9Z-~+c#$Vh(j2y2OoH2_ePPsQ$Swb?j9wf`XC@&fquKVVefY1 zaA~SG15v{7KmH+pFPKv8v+8bIMJaBR^RjB0mTInzNR$T36;@Z->azQLx~*#)yDR+U zkuFMYR~lLmQ+~TBjY-bn-btq$Sdd&zQN9(3f~$iOBash|q*BPnXHM#M<{O8+y>HC_Q5XW6 zQQ&j`2sH$B&DD$)_4^w8cnqF@fc4VNmc$BuzR|vN`nIPH+)p&%ZlHW6W`6Ir$uqN5 z3Hqa2nc6PbuLXv&3ANV4=P!GT6+f!bFpN`8-0>hKC?-*KR2bfgkaEDxV-UuTSDh${ zr?-02JSAj-F&q}u9e=H(&*11VL_1pWb0>{{*%Y`J3b&;`#NTy=AmbPyS|ID;$%P@l z7y1E)771Wi$=5&EBY(aCb>;m_MDM%4{2$+0@FQ*x!u&?EAMRbM-@mnG$aww-f?Rpz zcNGc${;e!*?&ArPTs?m0_5b!2{(jh@Xeo5uRton?xt(J}Ly;MtKTibZ0(ayRh=YN& zIl<&Yev^L_sx=$>2{I7lKZjrr#M4Uq&=>6@~_2(h2kJPlkZ4lf7Z5W0m(Q$E)Ll1(Bj~I zk6NW3X(XlaxH-i>ES6VDF8n`!V8B~II1qtakYrOBJ|>4NCG3|#5dt8x-J#_(a0Mg* zRF?_6tJxR~+7M52jllnWa`yF4I&=FH(S42+EN zxO8%e?xKGdLxO@XoSB!RaJFD1p%pKuSfmZ~$OA z0Vs)0?Q&qBIz(aQaoZKv15EHv6@BVj_yemr2X-$l;B(tGvlRZ;?2)BY7Oa$DTT)%ievdtVn_P*A{_S->7& zrCcQU-f2QnFI0oiX+4to-Y!_BViz4;S6{B(_#rS5aq1BSH0bQxnXcet&k6)CM((Pd z9Ki5a}{az-9#m}NC=@#tl53< z(4DWdq}J5bR8m!?EmJG6!7$%*-JMq*A0J1Ag=fiPe*NG_w-6xP=+vL{o zKj{&>>Y3iV*%@%!+ibTcO~1OUv^o%>6}(q>uksqieUpldlxo>xO&pX|RH!jLhcq`b z2O=R$f!u(XVvp3lfo+~yQc}_kKal?TFR7eO-=zY~cWG@juLRH2xSR?#P51=xtg6wk zLJ_pv++MmAfaksS5u@Xe69_v&4n&7t2ob^uyEtqR&(HuYK7LTM>Z+JWunSSXNK8yj z$=Dgj9HuxH>J;lCM${Kw?(QVhabW3sgP9MT%46>v7#>!8YCe<}B$ADG6hKjc&hXwr z?gjG1ccSf=R<%x_D1H;(QrtI=lC!^4qx+~`C!Gnm4Bbaq^LqkX8c2oq}=-!RZ8CT=c@|5x2dWnDu{GdG8 zV%4k>MKKR}gsy}wmCkAZ!T$kLDJV)ll%zi8bsH@r5^`$=_#xlp91To7D$=}b{@Zio zU*y}-!jZ&)6~1&=fb7)g`W-r)s@7S;KdK(nVew({Z4K91_!U=yQY&p}XLw}CV25HH z?MN4B^xXELl^*52g4sxjM4{OSt(FtddLPZ;m|_{gvGwiAwmnv$Sl4%P84O99lg$g| z>=W!Z0xj}=aYtJlZ`Uh7Zc{a;((oN;5ZCO+E?#~4GykQqM@~L2 zupcFvnO6wie~EBoL}!%^V26j)E)_A!KAF7PnNL>?&iYU~otwR&1hmqfWCnv^u z`)av-|DsmluKQmH4Y8XwIH5^l_}=O>rS5Jl+mN;5VtRb$5O4indGBQj+{cPodGDDf zR)6G)MGRWCS8fkJCgI_Z#~VxZ*i{Nu(^`DzqNuF=FL{)7-#^Z~4>_jaq9_$YaNwxw09-?oMnrY_YEgZ85>iv<|3> zsB7bP#Kg|;C=8tLfG!whR<>SsayMk&7z~XJ&t}bUSeIAw&2M?@hSb%*Ak{>>hch<) zLUdr2==t;KD*e*}=P!dfYdt@0n3M0q8D@LC_GwQN_3T!&dm$eBGr5C*JODp*18z}8fPETg{dA^bGxi#a}3l^yx` zuDJN652|3KNSd;!H%QfxL(#$_gIX$h^AU)u3h{R8)Jvd|PhS}FraaM|^bZke;Y+hn z91?NTR>jgUf11hj@Ha0-^yj*q{Qhw-3ht?p=2KW3`teQPjrK#I#iCGzNmwXHX#SLS z&lbNMM=SCw?g>YxK;Tcq5RpH>`PNfhM#7Tlf=ybf+ zj$QOKFg!8}J?VaqC_dO6g?$)S&XH*~k$_OLuw|>MncCCe&y=fH^k)ikYXj*iE9(FU zq7JoadP|K#Xf`1o;Th`n>g|D9C_;T2yLV|lZ|v1=MrF|zMXXZ*EBp~~%@Pp^cnK04 z=V$k(wZG62$%lx2Q=0{eUQ^RE0=J8-m;LuTqD^i0ZFP8b>I7QPYL{TVvHQAwZ|x-i zbI&00!-xjl9R3xIO8mk$qQ_WDDXWAG=!Xy8EiFsZ9#XO0)T@@Ml|V?r9iZF)@VW(u zTQQh*`Q~MQ*rc_BaN7cozjR~l(A9!fI(46h3cp zjYY-GId0e(h~DtABg9366Q}=$=qq7~9;C6DTVg7~G4i~C+8qD7JoD2IMZUn4neGF{4dF z9#uno7mqy2_O7p936M%gzh1~1ROV@2TMc>CB(JQjtlF{w4s8fJrQ9?ubKP>e`1AFP zij&L``dWO7PF=6h9g?UBVJ|?MPZxLm8vtKY`s>w;_;X23(Vki;MB(%BNiU5@$9(GQun^PcqNcu7<3NL3Mhr4 z#if8!ST?i7&C1+WhqqtCKjMt2f>Kmo=k4s+$G4s* zhYw6IE-n}!nhFcQ4;TPF2tyoBUeOc&F$Ag!un38Cex9q7*d42l!oz9>H!lCY`}@>o z#+$duG@uk-cQ=mKLJ-r^LQcRMIS`VPKrYb|tsb^qZgXd|nSDX);Q}mu(DAWc`q2{2 zlP9JIejB2p!e9!_M*U6^X6s{N+<)Jj>`l?Hf#kA!wFSaWzeE3(ws++LrY`#gpm;Ah zf%LY$!xY4Wm`-o6l=^@?k}dwAobs83z&BBzbSdCd8o-4l-*J=r9r!z^V$cqZ?~~?6 zz({8Xtg`0kNL{z5%NZYXP?bP>=$4TrqM+2DUq0Kzg@FLed%D5iWe8ilK3%P-+xJ}o zj&YNNsQ5GG)w1NdVc@5ATb)*&o#hdiY$yHit+!bMS8;c=+MT_E6ocpQuNQmYQSl;q zBG#oK8kTf?0P6GfO<*VveSm>6z7X$4Z!^V^8O28nz9^Wq?u+3EaUVjn#3pS;Qo%=$ zN}B?J7!-cR9l;!}u!Yg1@iq48Yhr61?`4-pcwt)7P>tar0?o8ej$l2jZG`a>?(4RC z%|+k&iNXUlBWog4ulqkb{Wn;CKf)%zzX*+k&-KE2b%D}HWVko#k91eDFL+-7`M!+* zRY21quOz%vY&u5-U)gO+vR0o-Bp*x3I^a9JYIa%JJfa8Tm9dzp!bqF9Oecu z-saff)#m>DxoklJe%}Sb94<7JCaTya&qx!pE2hWUR?t+S3(X&C8w5>wX|B* z8jtmlW|?J~#ffS-nTzvK#-&d^i~VxW9&};h^6I8AtI~p{~IHX1s*ep8Ysex?y)tA z6}m%RpOA7tue6&l#WeN!#6SLuZ-{rA=jfC?QNVT~7gN`cbI3oSU&Tj9pq1>N+rO+OjKBCWNGI$ok)H`_(A>+_5#8V@n2 zjQoXrfa9vn$!a%bnXdW9jt!(VTvzYt|4H4^IiRaW9n;ZQ%pII6# zdhp?YAXbBYLqkI&VPcYh>6YFH1^~Z6U`H%?>gQuTQwk;jUWI578$F(0&}jrFHQsI^)9dZYYZNHW%7pbI!&)Apga@a>)9@o9+K+A$`?0fx)5I8>J_yqd<0dRkq zeu<@2Qc$1(Gq47DLT`L#CNsJBahyT4+BRUPey*>VQcWT)u&o&tL}8N>+lTf$1iNXf zYB499O;*HcnjmK`d@{e-4+wc$STl&l`zlf;#}%?iv4s9o1vN)Gxzf?1@y96kS2ikn z`xYAYOF{-`R?&N}*{CI{64q#+Q^^cJNs^w5o4=CIwor+{Qw_E?k;)ibk5nOLnVeeZ zsBy2!7;=r2h#Hjm;FOf4?oZGtkErrp%fjB6ODSN74GS2Y`QKlWTI*W1g1pGdSBe@MOjv9E2v|ag0m%6U!7E(k zAktCm<5^GGeCP_#UX#ehXRrF%R2wKekHf0y*MWgo177Yvao-w%!s%gUh5FL@cw-F1 z)CEJSLqDCv{xhu9{VG==X`^YL-7(=6&zwUS$K6*w4VD7@*a)Aft%Vas6h6YUo`An9 zcpF0o->*8gi5T~A6=o@-;|T(e5@X?3sgfEH)F%aCTUHp=ZB4c&OBkup zf~F;2K80Hl--ogyzXDt=LikpSuCEI$8=Gs9x9rXqC-;_$hvn738Whv-M&2@hsuRKoyheT%6ZMC3-qk_US1S z`$+6-k>V|LQ75DF5oP?O)u*Ieqg`(Z<8+z2%iBB0zZatK=k<)_>AuakSuliXh5nAT zOs#v>KM}Mf`d9XlH#TmMBCeC@m3 zUM7`IL^oqRP1KN8rHiNsD$y&$o!XOJx;k-%MR={r|onmvm@q`Dkg~nEOQ}u)z;w1+Y$rkTKmDpG}pL> zH4at56vgBl)EsWoXL+>cPo6v}#K7)FF|4j09KJqYr10t<&f;TIRIE1&Ws#ODl}#vF z;0J~r4^Em!a5p64iS&rkY^Vk|U987;{qFfaRnxzjX7pPZeZ|SKkwwWyH0;*JxIC0J zp6-{C61HT$qUSG`>EF&{I*h1KClJ&>BuYnC+gTVBEA?(US4Xj9mLXTd#(Okyr{@kZ zs)(1dB^*eer}Ma0$fUiN6!WL*e!A^LMXWY5mhJGln~J7&#zIoYns(vI%KJZm|&N?5{do&bTED@Gf9-Zf6XOt&HKB_Jj#@}I- zgr}}ra@3)4D@w>vzqv zw!Im3JO{GQB!SkWiTlO1^78!>VPI;Qo3=6eDQlk7Y$?sSex}x5yyeUE?z)OrU;kI> zRD(TQ`o*s@5JRm!?rxn|f2aWqL+)*}-Wb=^jJQCstP#TEqEYnSynPlya# z!Ys5namJx&ofvtg0o9Kz5DL}$gPa&GNDa#$s91eCQU*%^DD{0V3hd0RJsa{wQF07duxnPUD@cNrX z)Kxk7a&&%0fk#kY3n=aar+S*nGwHCXTZcIY$IJ5z`q>RpD7l9Z`pnkv`I`;1FeRTF z757Mvo+$(3>1k&AgSNdb0I~;gJzVGj!MH3=>w}8Bl)=wHbu1=UjvOW2Zny7u?}5om zcTnk4lDb|=L&dF|r%&b;97o=24mb~U4XwOyal2fUfL|RsDdQ~EFkzf`FLke8LOb#@t2fS=4fIf z9ucQq##X>&P8HbkH~=zR%1^7aidE5muLIJwM2O{wK(>x=y_9F`MUQ0Cw2R;os0ClE zW{#PECw(!pv+3iVFX^24lvRNGbFFr1OvQD@&pNM;KVI6pWTgueNT@WFbh6_WTU4~I z(chZWoNyB2=oP~bmCjEvLM-VTBz8&IF{a%Tkwpbm6O-9TT zcR2Q~agG9+2S~U0UiU3K_}{wp!wuIm=^V0rFmCV|gex?vh2hh|W`JrR}x z=VL1MPuds$t#;4vBFEt(Yz}q~0`coQ2r2b9CT3>Yu()JBj}pMpegpPT+E9cEYty`$ zGnDrIyPQE80|Qcw#gb*$Py17Umsl;5fl504fGKQlmopC7J~wt(mw z7LmzRRfLoEk>ra_h``CTA&wl9%lsP%%9q?mcJ8w$_|lvr2R(1KgW~eeD|uYLu2RE- zI(jVf-{VWhL?mJN&F82sD7tOE#}SmC_Mw}?SB+m}Q67)9P_XT79m%d_VVd*RQR1E! z@5zIj?7u9Tb=6Uqj;j7(@wLM^J|*3-&N{beG9ev9VuGyRsBP{=kE@q=^s!ds^n@cM z2F@b!HD1n%UH+A?y%S6>Z3BkR2VT^V@%Y!lcNbMuzis3DBvDR+k53EqH)V1(6(gu6 z5Ad~o5?y=M+i$Y;b|U{QYDB6`k9w-D`Vt~#Yzzeo$v}l}>!O=w+p0pgKE+oP_ORr@FZ5iRnz?zr4^~Y1yfnLu%0*9JQ{~R#;ZmRKcuKfa)@EXIxCot#1>5`@fn+O zAKJ<1AUJ;nrvA^)6%q5;0D0T1-C$Fa*S}PMSnxD1`vA#dO1tF;m>AEDgJ{!<_Ex+p z*|hp6D5weJYu{6C%X#3)j-bRe2e5#&58R0!0s06r5^y39g2zF3*D1!R14Rly5vXih zeLUrGxZ2A?DtO*Qr@}l5BapBQks7$aDR;qL=bn|p@4(Mqp?WPEa8qXXwR%#ktGH$B z+T-KiGbL4L!BVEB%0*2F$3~S*ew~H(!ud>+kl$%I`)hdtoQKNwx#ydm(;h!0uSI#F z`y`?4J|`(1`6%MYEf5>m?V}G_vz1G&i$?8Z85vJi)%D~k7inq!MwFRMM|e2uL0z|x zFcuGY{*dRlMMXk;L4EJ>O1IqG-p2hU7Cmp3=7EFxMeB!_GDl54T|N5qrrNEE3nTec zXPEyl0nz(d=ItnTE=_}(JTr2y{!2OhcdhQf{oUUKI}~uLZVh^5vvVB&0SWr4!MlnQCGfHT)|L~zgEN=Uz(``yRXFOzq^QC;0H{zt^!dS9F99B! z+=ss@0PjoqS^GW0dZv4~?D;PT;%gTFgFe!%k9XmZ|1L8N{y=_*KH6EGPlsdSe1ERJ zUqbDyY{(t@$D&0gi{(YkgZ2r-Sy9QM&BDd$jPm%YSL7#eL{+4i!sP618yMh9@Wyg`>tGtYG#S_>tC03##EIy&MQkLwfF5vy!JPEsdp3N zpKhH9h5R(}&(0>^ts0V*nN($IWMJlzbQI?a3ztm{4W;K&cbYbBomAtasoh2nvrpTt zAq$dZ<{6+3_#-l}>yS)i4sn=+tCmp-vD4y8QK!q#sW?>ga9+_4ZqOO-=?knll;EUJ zj+eJqRUuCa)JV2a7MnHO&Jg0?F0)3xoQe45ZIG-BtZy`+a#~$orQzk(v9hw#aXC5l z0vuEEEfEn>d_uz7I1=jJnig>k907~*?i7bRl=A^c>*n@!N7_kC(Ng*~M9sZD)#wU<{O{H*ATdE?34J%gDcqIT>!dLHZ@X;Ibi- zydYbvAHPb?vps3*LdLiovdHX!Qa_e}#4(&isy~VExPaL%?|8Lja%#_W&|l+wV_xIb zl|9I|WAkVAY|HJSr;(PwWRHvMb;Hv{QY~h7^YG`i^{v<_!EdJ8T1EQ`ir@dfE?08! z(#~|j?~io+_=4U*JsIcxYz$DyMq=$>7;2-0=1f1=J-w25hj4-Uha1h@JuMOIhO7|IuQN9k&7UBJOy$KmP?fy_rUcI zcF&>;anFFs-q!}(=r}t*&(lP(b6W?FklBLZUhj}xP!$)Azu2-E2J1!TfIeR^zcX7c z(qP9&E<4-oWNry;1tPw%2m05!m5mpaV!L;Wr5zezma{WoFCFXQa`2<;H{gk9jn4qs zC~ap~VHI%r-Zs^tdb}?bBZ{+UnD>_3ucSTr#Gqlx}8( z3|#wLi$X0VM#WDAi&*r3joNkPQpcN$W-U8QRvf=n+PGx&Q&Z23Tf0&lh_1YSKIC{M z30pbiIiEple&Cbu;>zqZ5J^>DQo;6ZH9ty`;Q2i~Ve8(n-by}hQKE%)9|Cvoc}Sfs zi<{9%nmD!viUoe1%X2K@R=Uct=vQP`QXy)HV{i~pf29OzQczD{__F@hk>mSIM|L)9 z&0$qFsgn}NTHWIPS$A>@-RD#T1kW`n+&%!bn;y`GTYM(EoVd25F5tpu0~R0uzf88k z*0$-F3to$H;Ih@MvxvjP&omD$-h)%BpuSY`)c-C5RGMVC!yMp#Kbx>^+uyAS1D|>8 z=UEqw9e#2buWIx==R<;PKnI%lyM|BZk7=pW4Y2U+IxftFh^3G-V)!qMxk&Og;FD!{ z=mI}5xH@hql>51WEeUBSz{8YdJ5{QRai4y=GSHyJ_GD{{&HK{XySSm_{D?yUIT3C^ z2>1gM&rzm_13-eHAl$7N;$e>jH@H3|C%pEo1;LX2cz>C5fam#ex0Is)nIanDQ^J?UUP;8n$}R(?u>_6Hm`~OGWQv z*hCN@<_zB}f2B6AI8Ei>jAo~e<$X=fT!fUlUd$<9J8@m$Zz9%z*Jn3by%l&Ecz_bl^xnzW)YM&XP305jAj;fq^$|aO)%9QcEbPfY z_1Rk8zx3I+=s=(SjFCSRyyDFc>__#}2VuDNao^w;&fg&yR@JZOG}c^Jd&1(Alg&R| z{3a7-TmZ1nR!IqS&nTGe^CZr3Rb6?_9`^o?7#k%G4z&lreZjJB#8tY$CXmXZ;c>h{ z3AV%QWD*Hx_?^4YV||9lMbetUL-R{_Kw2sM<}Tw0qeca7XwpofED8Kt56>6QW$%96 z4<9^IC_R4P2PTGodE90**-ICOegL2T29AX1pDu>%6VKrT7Dk8ru;og90p;W3SE*Qx z=OBtT$qh}Br~%L^V2%(SZdEULWY6P@$`5bSlMU6s)lgsj)+gc6On|xSF@zdUYQe9oL@#A^5 zqM}@n!?Laeg>~l-Sfs9>&qGANHIS+)3n!Y}3?y<-L_~(gUyCi|_l5qn8K-_5KW`?H zU^l1KLR%@PE&mX313<0KWZ$i2aatY*UJ9UoLSRNQ{oo{>zehC)Hu4yEd9*4Q$|xGq zi~i*R;#6GN*s$orq*nVsO0E09lv+<@fepWNO(mtgWqZ)Ks>T&#X<6QV6$$)>v>#lG zO!AtG?g?E7QZiyQyaTPgM~LRe7YXEafNiQlu=wFC699Pra=|LDwxvZY3D8S3*!)9% zeHi0vS-kG!T0g7o;jd5E1+ZbNlrFGQJ7SMz|E0n*!d2Ku6YnaRwHs7KREQa*ZrBHj zfDBt322uHk46E_qWY|7-FXy?(t}Ln-^<0|c4D4bYPg!G6=pOSnl*^lniso0}n%f2% zSCSMFo!LY|z4uXwPLDKk@QGB(XVB+4shEZG5+a=&%u8hsad8DNwPAQo^sMvlqG8#y ztV_-cI1BmG!s%xGs5u?Wtb`+(<+`nEe5`w0iWNcb^0qot?w;fu{1OE>ASkv(B!9&R zBt5FOXzErrN++|ZuF^#VGl)YfpJ#(Jh|f@8Sf2OB-29@EKN18KY%SZ+);k@C6#nEK z_a5h}Kzg5FKH0|+u4d{w5b z%^DCYvGkmN!92_T8NJVgU(Q>%ii-gn@!(K_Ma9m_rtMqp9>x z@b~nHT2wbxUZge5?a%ZsDK{;)xRkbrsbX`vWM-KoZ(~~N{1+?j%z(*afb}sZLFvu_ z$sKFZfeY;@<6ZRRc2piwZ3HH*poNR6Gg7}VZu!UJ`DY*pU=qo)F^(uAi%VRLc=sa0?&)0A@(3{dabMYdG0vYI`tn6V zWJ{$RovVY@xSUJP)Ax8tf?%#?X=k2|Urw(D3Knclg|j>64`!v9a|6uVMl1|R@N+k{ z$>;uwq>$NsXCbS_@ER%sUJjsmjX!38CnFxOvRCMUYL5(%##TT|%HhV>Y<59D?&I2Vu7dh#yqWu@dg>fwSjY90_zj#+CuHN^ zvEonvcb&HHZrPv{GtzI{{@m99i+IZ!n=&Xd7Jx&qCSJGTAb_HdwxpzlG3{%b&-fBA zL`pNiZ)jk^X=c!+nbWspc;vM6o?Ylh)#9SgFZ}I_y}4StPHM#Ar2{DNx}lC_5d0W7 zHvY+(jGmYhihPk2M|`GDP~z}_GvFxew<~MHbh~|QciWJXPbtUzn^qY8)Q{Q5fe}u$ z!}f0heIAY8P6d)?HHot+);ccX8T>x{mmJ*K+aX!{JPj>vE&?r@d5PK2Rmnc0JFuq& zv%g1u{FoP`+F?yR<^)}p3+%{+-#Ek=Miu~3Q&E`=AElq%#>52G#}gKv;(1*_(^+kA z#WbG9I%R{bF%`ajEP+Foe1t8T(Ehtl>VwZf#Rn#a6OfQ$3doz^AccMa%$ikN7T_k; zS8gCe=qEgsgD%TW7~t8~AfqKa+++s?$5FgL2A&;vY?yhuwb1rRT`|gc0t+_NKO^I@0Dbuq1 zq>b{)4RP*QQf)=Eto{&$Uc3)TCkfFFpw zzdrs$d0>->IxOP*Bxf~iy*HhO8f+nM`t3)JL~ zgXE?L6WYhWRgDE0UyuZ!M_2AYXg8}osng-p1`LhLKKTuX@cbq`Aq&XH-hau)S;D}= zO5x4=mulP|6060@$S4Ke(S`hk#XTC*t^f@6iRg35!aNFW61j6$f>ndq9eFZ79JI6J zgMb_Gh0F1$gl3h2{{XuHrJM_(4}TvWnSu-^%C|H?26gOwj{D6DhZQB5(7mQcSj=6k z^m=)h!>Y7yhj(!2)A4SYk_+1i?s@d>4*TOn@%dQ5>`#MVkq@x@}^35BlV-`5Op?GwReTV zLCL9faXx?8$E{|p4@=aN3O?%>=ycnu?l%FL`g?L$3dV^{%B^-_(P4bNtV^Q*4f_Jc z7fZdp0972(9b{6k*CEGFPHbK zm(}7W2%*v047(wNHTh0G=lY;UlBuN&@wriQ%`6Sakbo3q;&Uyz7c*DBY1S^4Bd_2q zE;(I1znTZS@sWtK{c4ew$l;M^DTFhtN4~C)yVqZ%Oe1DTI?X_IMZ5phRo4K@nU;|7 zu}}dh#ya|_cm84&D#)Oi>16V^_zF7A5=^D#EfuiLy^?ccisOefv3GGw3SkI+sd)CN z*bD#e2k8&9gKMsJrM-zuTiO&3N-9;ehY37u%)Q?l{fP)e=+U&lU!HlC31;4zW;S=f z*+wPcm>Gqes5BMC2&`M8<>JyTu)YS#k|tl{Y0=+Aj1oQO?TaMB<;Go=@rgzJhMCDW zjly>oz%_b+QX?N5x{?eOCSJUxkAN-HK%bkN%s^ zeV3o$5{}1S;+Xj2AXENJGbSqkf7Fck^)F!?$8tFM*%j9rWhEbK0tRHV7b)+#B7(Fw z3NQeARhI4bTT+P8PTv*~KI6c1J5^p<3detT%1|5bp0goSfl6H{kR-eUoZ&1WlQz;| z3GAoa|AW!X;E^!_R!>lZiX|a35{(NUYNp$wqE@c;t6JWhsYoW3>gMV!8HBkF0N$&t zF9hNJA>deq8u#pNCbR&&8Jn0wIH%_(Wd{9j(EwMF=bzC^N;xOuWt7CqKBO~sb*R>? zbmbT4dh18_0<*-H_?cE;8u zxI?aUC`wGtCGB|xySux8o-eB^Ia>f(6FcrD4mLKe1A}ItT+5H)e`WzpUv1O;Lty@8 zikR2!`ozZL1eaHx z>SkceTm0al4BX%w9{w0qZw~Lq>SXOL=UZZWXbT2XS8*M$7k)W1+LwutJnbPIaRvy+ zYwKwl+wIrLarfKkLePk)0G^cz)obS#HS4uR4DSr`@dgGXTF^Bnf)hak*o5HFHON!J zqv!Rx+5|JV!+p&_t%Y+CPmJMnj7bi>wVMjV5B>u(y^pD@YiqO|9BSSU`#<}5k9)J{O76M9_xaL#X@wAjxI*|4n+)`Q)((Pa+I1GW z9XY*EKBS}+NAscoeiu^_d_Jdi`UHP~TZI1Rf5maRSsP^bXWn`g7HwKN@!07fJH^oO6()S_YAMkEmLB0zo6{YfOnrrfxCOoi3p@rXd_3buKU z^0gv3(W_5v-2s$_DE3B!ju1WfU-+7hcA1|`bX{hArHyKJLTVOoIVEqiOluAkV5Hx& zeLGGG1wthxOWM^*i37g~si-9W2-tpV73|81*yek)t)I(LFP<60sxYddn&hQ~+7|l5BS7sy z-T$Cahu3LcerFTWI_nUM-q&QIJIjtSfoyh;bQc%e7Dx_sl)6GpOGHIE4<~S2=V%RJ z-Uc)3IScH^p7gwo;&MCsbXPN8R0R)_3f%j<#_bM#C5~JI^2KJb9Zjs)!r5*Q#9ot9 z2>=pqQ~oUHG%PwAV{>CJC#ww!*72^|$s3Gj47Ki63J22e4S?#kSYiNFqmQZTD8u14 z5)i{kcJR_063PY0Gi44twBb+g9m65J|7j@X1uQv}oO<^x;R`{e;C6CsM18NrAT;9F z5&-?6TWH`CZ&`_G{4dE~W#R0*?{~v%hqb;`OF~75fAY;FUL~PlBy7)xvGregu<2iS z#WY?-f$)Dizj$^$W(9k+m7VE0yne~?fOQ2vZAqxPUoT^QTthpoDXr6D87hvdd(IX(y!%~0-Iv^1=CBb?Ij^q% ztQaQEZ>0>jy63#**gx5Uia{FpoLcpVZ1PVja_XQ8z|7Rg;hdd!Ox3KF2}sv2`i#4u z-(c{b2<`cimn{7S6iZmEw9LbK;)l`*L8Dp@j@gOidem_Y<+PNZepyQGjd4VhIH^xr z4Y3U!8;W&GqbK?4<{kbElMavbXx#W8oV3pW(l!ecbbkI?L-Q`RX`v(&f(SLAD7SjvaY3X!_V`f zWj#cN@f_q;h+l9!bW8Bq=!lqa0~Mc!WV6%Z4`n9nd{8)eDP`a7opWORSzqPv|MYnn z=705?j_z${qn$M$l77={b4SPdXWq6U%>76sYFVD!A!b(AG;Nk~`w$~OB2 zSYTCNRC&EZOijyj8}no2)y|I>2uL6gRoVJx9$WD64-?S6DZ}vvrfbrcV6tb2E_}{B z|FN!H1o0tTS+bqh2SKm%SRwPA$d5soaP6fqo<6YvNZedck*E%3^{(G+h~fPm+AKZ| z@|DWUrk-^Bb9jZ>;tK*6--T9V%R}^`Y&O3xd1*Q8ZQGDN7%Mq~(IC$`IlEP&77u37 zgGXozW9b;^*Ka!046y`9vdUYhfAO6y8b8hfkGk|ID4+bZ`;Mb+*;AsKhN!thU8x%0 zvBp#4JuX!mEk` zqi?)ptJk;Skod}ZP~&EC77tb-Z>oUx`kXsCJSXJ6bBvoEc2dDEh%-?d;Sha6=rf6c zjVG`p=wVB^tPaTUB={CpJn@4EkIvzEI7*lCe;Yn%w?E4!o;`o?7aV?BrMEDSTYqM} zi-~aUG&Q+Lm8?tr)>BFIPtvt|=CUiyMgdNKCT)R!B|T&7r$q zbN%yeSb~`|>nFW$DHc|sOG#9xtHIY*JNUwdDphZX0s{ z!uSt^F~7Iqvg7;z$b0LsrvHC`SV2JvQIQe}MM651NvjA*gUXPcbTjE1L!_jo8*5c_1>^PF`xVc4#Qb&pB|z^!x5--3 zycy8hEpE!aaKl=qB5@*_=gzkL-})#aLQ?=y%NE`pA#}TBACS8*yha0iM4^pI7~iw< zfHN)t0TTgGpX-IfcbNAS@E2hAw(BteaG{RsoAb7^?mZV`m8rf!n&+N+JhBY@`?rwI zwXW|#DAon+>bGstBXcwEoAj`YI-5{yX}pCJVF@j6Um@-^#`arUeu%2&d)BS~&}vyt zows2wuHWU!7v8^gFJVOf>D)yPz@=G~UUsHIo^|F~DzC|!<;~7=Dck(gdysuE=%pt7 z#Wz6*PXypkx8XFyo3 z+I#!{0FGajA2l(W0n85osDQyW0icUf*DL7}1Oz#CLJyK|mQ?>2?!A@$zi{s_4*z{K zFe7IYc_-R0Fi7`_CzpYKj( z)L#0G47e6)f8}ZL$H?6-aKPB!-YBHV{gvDe?K>|bS$ik`3^&mW-G6I#`gRIknoWM| za)=KCQ1w-~&rx{0^AOdl+Zt`29^`Dr_F3Ou)(R*7$Lyt){K?C^qh349DbmFbWi)e? z^V|cZa&6CD*_Q)EuUP@;gJXHxdc)Z_Vh66i8%IF>I3nDNddt5E(WD=m1&E>Fx;9h; zzA0GU6^T4!JYyqmrAdR8zc++LM6*%PhOlH_(TbqP(`uJX7ShR`HAhoyudkeg{_f!S z8;H&_Rhs|y#5BA(F;i8wRPNh8$h+I7$=F1tKrsa<)L~7ei|wull>Hc{dU1FH_{qMd zkePlLo<1@%Qg}^UyiN^O?ihm{8rJ_%hX7p=EXo17nSwuuykZX+@D_N0SKcR7j?c64 zrJBF_nr6O%{gov103DB~*5B)AfaKYpo4U z3|s#livQ@X;>(vkdK^ZA#iNnK5k5%8KTQXLRL4aA(6HjjOGVM=!K=(MiR{0W6(uLd zbn*{F%VYjGoc{r3hl>?}i7BDIjGOvHq;$u5dvs!f)yDRq`@&?_?ei|`LS9z|RJ67S z@T~JxPTKGb(Q<--E&_Nyx)fDkeat!(Q-0Hk9net)Gn-no^B)Xly?SAbyu&ub*Xb^R zpS1Xjl|NIvlpO&IU=MN47dEu}EPj(KgF5@p%hzLo)c23T`*!AKE>Jr>8XHka{ga*L8U1LVmjzSRi3SJ0k-5PiL;VH;$=2pu4|pGNlmx%668;=yP1-7P z@>fYtbWocPe%{H*y%q>0uR32WC{^7^#jD1YuAqe zyO0`wngq;`UR{;2`xG3vcX{QfU@l$ny-bO=;|s3Q@0D{|LBX|8rqADE!{dPnMY?*W+$gpZ;2Mo z8HLpzDm0?jc=vB7V&4d&b{*mo8OTafsK{b zvDBz=(uB(D^4rRntJXy;2akrx$h{r^I5licrey8=`$0`^>fArWxH3IxK7EpFq!=g& zhgqmI+l~ImV`8>r=U{pIAlm5q*Qe0!pO0F8(a6m=*Z#fJGQohvW`d+fb40cn)@naw z{p&{Fi;Rn!blr=?+YHMMV9utO)v47PJE;zJMrLrLg$Eoko(fGZm4&P^6w^dC(lg z7T1$Ux1MgPn(S3HRcaU{jIM2!V}{JIz8nXu7+@(>!ZoNq$h!q0>Xz0L^QQT6|Ou&sZ9!fT=kEZhpVELE&(5SX4(jcaN+OISQjmJ@ zs=r1t4GMTTfWh;1x4_7&N-Z8azbL3JrF&~uHMN(FaiR#_&szofafvF~t zovae}5Pf&DzwwXW@Mc^NLnHME0qtzkvDTo5!SR|#>pCXcp7vjnm2XATh3rmqt+nSM z^+Thdn#Gaa8LqF#0K`mxp;sOvQIJx)ZD6$_->g#|G~9YiTH;@Og8DyKVD}01(^4?m zzLH4yy7=w;t2qwC$$6J%8!7?NP3MSO_XhWlsjWdz#go#EUx~OsW)Lof?V&W>drJ6k zKeD;F<`8?(q$~NZf3*xi7YT+fPmO@Vhn^UnkTf%^{S2KWOVfmr-{oc)j~fy^5jIr0 zX9{L^Q&ytLj*`}`stDbzx+nJaTOqA!Leh7@4SUWoX}f_(_`1I-lS2bO`v--%nQJEJ z8yK!(ZnD9e3v&2b#Sx!dpX8{c`((>KO75|JU-7uE!XAF}#@g=fsZXMmlaOgwyUNL46u ziDik~%|z$w-mv zU6JC?3f)|M=$U+N;YG zE$JVC@dXV6=y9j39DEdG8t#DnEOX#&h}?b+uBA(5fg{WnTZ&Z(+gYR~L7lnlZn;JjK38zf!*P*X3 z)=4(^lM{JjcZxobj)u(M??Wq708x1JY#Dmi0pH)1lDiE8xyTMe2=BFP;ko~$-hu?)Z+Rr~t;B5<6_D{ym$=X~fKV2~W{#%`ce z;mkJ}KO&z+?6aCDc6TX=bY2O~nSrRg1MuqQ(Ee(UxTwTyeN- z94f*K8M`4!Mi2nr^Zc6eiOt^nSV9hvl3j-sBsx7u=H(G}=HqM(g7i8u-no?I58x z|2JfsBKDCT?+qqSPH=M3xGS50fsWJ7D4e}Oh$(GrSUMmqErXquyHjY{$?p34vOX6= zR&@L)m8ZEEZTY{C9#uGdLFO8@mo$J*grCT(3!l_D`9OPHC@z{W9htU7&f zQz{(O$dJLZFSEgHlIE)sg>~M?ohHF5YacvjN|fB{v~Ti#`!TgI#tcMxVxq78QLxqu z{;uBHExBf4S2(Zy?(aS+%@UlwyDB~ZjX3v}H&kY*#c>6bC719Gr+1@IRb9JX!ZCpx z`A?=C=n{TFrE7%kn+}3;m?x0cmbAh>|BUgp2o>38DYIN7m^ zRPQjIuU$2O;ZV-&$EwD9GJ)9<0ND9rn;DuC{1LdpM^v8?!?t^W2#+agS=d*~;!WaK)9Ski=KLj0qbWzLTW}f6k@S=ExksS^S$ru5v!w z8Dq|gNu4^{1+WejsA+eDz8xS@x^ZGM8|MahV@fJqF}OH+OlR#5JI%SMbfpZY+VZ0* zgpVDKm5cIJlR6SMx<7nb=E1GRJv`pST|S|s z$8Y5yfdhC1c_aYT>7p#*T`l$spDDIyT<&6kI3`-Xtf?VS8Cd0v^gh(B} z1>Qm4t>xP3op?krQ$5Qt4A!eD$DD}9zu55@NmECTi9g=w>64+vH_seDPk!us+LKX) zo-7dV-?3WXl`vVSUzGB)a&aV{Tsa9AA%mfxphqo+&RXB}0? z*|Q|13PGGTt5{`i4Bs7q@p?tA+~QM@?_`VKhaFGOM9~U2?N=kNf|o^VbN)8S#~T5i z{cAig*My5tUb6O#RBU`YUqzf1&Pc#Z93xKwl>1W+{_^e02Qq_(&fT2a-2tBtdm(4e znU$H_wP1>?>9zR1qR>!<=7sbK7k{|PvHzV$>MStk^~SkHA1qkI`57q zF!@vdJaV@x)~m0o>*;|gHyeccQ>RdpZX2r}mFc^c2B-U&GWP`B%KJ0kgIxcd6V`H(pulzGp+N=6`wrwY?uR-+vs2gyKZ= zk6+}F4b}d5fVqjNHF6*i7|5Z$}w=`ttpkJd=h&1%St)wR=YU^-;}u2;W1 zGW*8o#&7OMx%g{e(*@rA^q%(tRNTDN+Y{hwo+bvm(epn!-$r={f6OrIPDG_!h2Af5 zV4lgmZXH5WF>dKQnc&eS<;C%@hXz<)2VJSU>Ucl%hz}Zl4eYn@=FdR<_RGNjE?D}kqPOwh9`}bKW$qy0dgMNtIY0Iz#l7sI5+F&R z>t1A;;7vKZqV*AD3D7y5IE9P$s!S1b9H+N0|GQMg@zxiTDucx(#J}Fz|8u)P+qiPH zZ(n3od?oDTKl}^abs(zpS|(`!>l^ETuI{huS8^{o(7p?$`*&mh??3-5eesY74Q2n~ zfT}`2-udc4!dHIbI{pv7GPv2VTH{iBmHy2q_}@o!(_j4J166;|3I2!E-2tY%A?-rs z`A4I9@RJM39g)|I+y3EnT{D5{W>^Wb{Vxu)|K}r^c=?Rtr?`K@yMH*{0a{?XJAF$z z|8O;=UBuX2Ww-hM;dH%#>AGju!tVT!&-vfHw5A1C!{imP=|7yVq$V)k0kNd$f3g&S z-*I>VtcJ8^mEwOm-T%KVe*ehN&48y@>!X77id*fT+lp=gymk(7yQBu(zFTJ_17ENz zhP8A&e~)O~?}_+ZX3~lQ)HG{aDghv9P)?L2FW`b9cY&!r%>-D}%X6e`htGx`0Wq4n zlbu26+2%+ZV7|-&_zQ|lpB*lUd9J{fe8L-XrbeW#XP48QlPF-GV~AVAWSw69yq zp99n;t^+f*EPaEh&;2MlRKf${Je^?Nv;jo{qEFjEvK^ELZSv|;sEs-qQsyBop;?XC zdUnj2u?S9rxDkr@)Qlw*_VoES5Tg(ml*lqexDPi%-hT%GDKm8;0LlpEpzQHF*&!q4 z{XxRUIbf<70;oG#lY%x@(RUJZs7daJU#4YTC)RGByhb%#=GF?ivTG_k20Ve*-#^}@ zEm#0r;nx6hZQIGu7w+RGaq8kWJ&-1tm*;YdRVsSYO^gvu8b+WrONT**;D8&Ya8$`i zi(^5CJH-X)Ku#O5-*aIUF@1URXDJP2W1SfU!CFlJ@Jdaspy z01!($UNUui``nG2yyRc;FUAiqo6*GQ0kmNRhsF1Vr++h?fm0w+Y_%|46HbV8+9m)# zh16`sE~V@T*@YD`nDl~6oX$K-^g_l{LYX|}hs<(tn4AwB2!)u-=W%c#e>XYY#zI~- zEJR5KOSmkzU3Pf$k-!`WcHIQJ&nf%AoWGp(hC!tQqGBV-RsanR>WeP)+^nk<=GV$0 zlHL{ znC_5Sz%yvPxHI{4Oy1j_I@RMhx^;9*d^?r=(|yzL(U|NJWWnfyaXiHPi7)wUwma>p zgsQu*(7ANyb*CEBCz32#+1@1y`zYH(9})DftpuV+e5Hv&g1Z%0E4Q3%W;zpjJX?+0N#U-lvkugwywfgKoH_x}`mDvJCB1Cv?yU>XH+2U`oFkbt8dztK(OGIY;^q_i^=@CFxGM`!RWh0FXD)jY zgA`cRc*R>Op2dGfO*x0_Rl8c0--5@UDOUo1i%LH9o4K8*+D&*37K)z@hg_|%T?e1e zUFS~!iEvQRj(G8S97*3@W`#Y=9nI+8Gc1Z=D|;HTt8~jq>8>Y+8?<*DxOEK_uT70w0Bo*i$^%R zYxU%X6LI+sa|D>bN%FV5kW)R|Tw()LUL z;R>L-`Q;JGRZ&X!A&McjPNOn&rB|3P-Vp$_&n@`L&;(p88dpi$*bG9+Nr)2 z3*2tRTP#1Cn+piPj9nQn=oGeeV4lT~&VONmoN%1yTD1?oDu1#4ONlM=!G}&Tl|5_wfw@)Q$>=Ktds&w(s8=}0e$Dsbe|G~;0w z|8_+|WbTzm)c4Wx2dO3ZMU1_EIW1)2aUNi}h{yJ$BFOuVA6qiS_LCCl5)PTdLtLbg zs8ZBDrZuslF9MnsNEOwijHE3uHor$``}zUjMCqaM>l*7_UmjP5!q{UFhefH7FH1i( zdkJ)NT!I#RT19(`q66JN6PJ4EHa=3{d6+fXIGRz5vNNt5cPX_X{*FTw<{RkAq){ zR1hrT-m6Y7Yw9$bzVAhM=IsU>M=Ri=sI#3v@`1f^i0#qgnQBk(;r=O~L$9HdJ_uC0 z@DF+BnSc9;%U)t{#mPLrcgmCS9Cd7m_3nSe<~eU?zdFC(uZwkdoZE?_6z*u=_t`C4 z5z3?9xEs7hpZ03tBLUDBWKFoV+_ZT{>8u=G;T*`UdESH3TUxc5>FKc;*)QRT=`0w4 z&r|%cCx-NpI9#K5D^37yL2Sn?{Q%Wvobwl3j7m;C-^tm8&6b4poj33;SSROVZY}BQ z`!730H*7Qog>0$DBY2FNlq}n&79^GB;VX+Cmz>zu#JOUrC=bdCq{l$=3EN&h%<%Xn zhDhZ9mVQTb-o317)UGgQ4#5gfGbZbf$KRC&|Zl!uFaFreB5XFI3PPv z&XS^9e=fDSm@lFHk(uW}govdo(soRc^HH>bi_I6ohHVV>%OPcy2AfJt9q*lmq_eVd z_Dfgk0TPty$!BHB=P^z|MVzzb6Q~LH_v_R9QE$IKW@jW*O^&hXYdqs3jbVV?)ruGI z`}8D_%4v4n;ZCBf;NjSR^EwR4{!K+)N3?P8wljvU?T_+Bmwo$a?#>7hP~NLf2{!J&t_&l$iNjhl zCg+Nc@FoFu$;R3TX%$Gz{=2l(4d76voxB4mf3d4OLCx5E7W+o_S{653^1MjnYVuLs zb(-Hs^aGN;G3|r%n!c7?dXOQJhpeu#u_^*R%YCY``;Hu{P-_<5eGBbJ~Us>+xx){@#@VZrZwniRuht8VD~|#c;8pw zF7=BUd#oHpT1ifS!1Who!Ys~`&lOgde{id7jE|(97sk6lj}vb&TYVxt??)PlCu_IQ zxE_SQ;H@`JlnTm#d?f!7~JS0c7Z z(rP}#m=A^4lBjaeKgne}FP4mc!9Bt5_rDP=VHHD%Pk>zBxR%_WsW=)u!7p2B!qoF| ztJGNqC-Yg{=vhIQnFjAx4up#LtVc$Esrye%{Bo==LZ_P?7&YdLheFDdNap@`mHMou zg2nT|3lVsz4Rr03B8 z(KDu*M=EF}xiM?iMS`4IR(-%ZfP8UZ@oKM{0`FA74N0DfX&{*WwUa&m!0TI1rQd{2 z!Jbba#e=wR(zKQqe&78Nw$I-%@bz}-Ps{bX z+DP|>pAqd(BybE%La-q|NN>$OK+RX1XcN$qOKTvVr=H-sEhyH$o#w1MmJEwQCAeyP zzZGD!zy~pBm`Y}KU#41L=hw$TJR~ZVY23j#Nw8=`KhNRygH?*6EaRH}>@qAPLT! zHZwzW6)j_~axH6!YADRwnXEb?t4huot}`@x!qX#!-7V3_Zr2yHB4SywgmAP1eyO(e zU0uSSYQtU@QIDPm+Vp~zf>?3p$hQLS7>sk&IoWG#JxmxOui5!+$Aws56-dGY8!1Z$ z5lge4k!?4}Wxu;o(zChXB*T2>>zdON|WaZa`8 z5ih!CXOSTsQGng!1ju;hojI(-Y_`F6~2V+GD>q!Hln|mhc zo4T2La|Fz&20QHg(Y(58hOJTJUcpyItTNod-$;HN(0DDZ39uo%768ZPZc2C+lyjQm z>VC8QP?m@f7fBbDEJ-UlenjXbVLGGX6% zwZQ|WW^+Ab#HX>gFv`Y(dRA$s=t0fBPa5}MuFK`i=I|#DD1{=t?XhD|&9;*!c|REQHFscwcaoWACoSqG>2akLwyPaymN!91@4vQ07AoCm5=6;B zOmd0lk@}smqWs#}uf(@fJRX+3_iJNmRON_%i6I=ScchbK;ebt(2cltkcf`!qGB z`yBLq-*47Xh zw8e_a=4#!a=^J;GD!fZ=*-$CSYWpE$1vg1>SAaTxw zkD}j*MK_HYmv@cOqvX~5jEvNihg!Q&WIK^cs-mzX$wMo4=?To(FUBmNzlldbWzW{& zx+r_rlh2>$Y2_CNp2>8q+jnSIxt^K1-;NaC(m&d<1uvwWd|r}Pi`VZE-!RgK=G>k zo;{BWjjBAVqMu!V~W|w2c%u4q;E^uL{dw;+n+~%YpAyE>Cqm6>2M8V^zyJ}9+JKS zDkw0)hGp*HciitzdkcN@!}p569P|0l=LX&k0BeP4w@Gvec)j0O%Ia4+0qWtI?BR|K zVcV*XZBig|0@v_y;S#l;!d?wtU=8{%xnYUnz^x6$H(hbWsk0`hDJ@M5^VFX~en(HL z)Y0L0@(t+xWbo`wjGDebaTS^8Sm%{~A)OaX{p334iM4zA24GkvumSuO_AYNqE27G_!GQImT z?_BqgP^`1w;^?!?gmw@1B_2MxQ5FdFFgBv+Vnt(p!9;-~5W$>tqj!j71sQc*H`&53 z=(ZS8;r*Q=9H@fw|B+cQ4E_Y|OBQhgJqG7bIew8dZ_J#P)SA)Pk2yW2l)B9s z?SZdi!@5>_Ci}n((4^m^nd-mEa?#}EikX>7b}Kh$ZjT=uhF{zh>>=f<6F0$w`aUuD z2HVti%od6)wnVNU$7P+EPkDWD`c;MhBac1wUQ@B}J9rJZVB^KYqmFwY8Vz(KB!7Jm*NECDk{XIiBG8{=GSM)wmb4RGdOi zrg5|F3Sag}*xg%Xh%;~nBAYKdZ~yb?F5znml*@2j zsiOlW^X@_Pqzf1Mio&lK1dXioN9(AgMB!N1qIpD6Ef1@2uJ1-nZOIxC*(8!JLyh6( zIE7JO;@4LiBUU;?0xXbT7cV&d2)WLD+P(*Sxsazs5eg!)oyegHzzF?Z@D1y(dAyrEsV>qOJ!c ze;q|2xMbiM=hnGW2s>FtSh znnSXxzd|$ItShm66{@|x6Y~?y(foc-`ADu>J13;p@~K9HdqTPg>W7>ZAN3-?b@1CM zxJdPA8z=W+d)`&JB#$^fIj|T76IAt1UoUeH8uSZ!ZIFmgrm!lU&7($hd!tHvGUG702$#QFABRfEBy^}|tB0#%5rx48-?6hNf@UpDKQcr!U5jEh*CG zI^=6?*ebqoMf(nNv9fMHT#avrOU?+D>YK3#NdVGl2BV^U112Ee(Ah)r+~~Hl*n2+Y zkZ|0vk5U1`3pE!E z9FJ@lxOn!*GN&ftp2Phoe8)E~;9FBR5p-E2QNR%gxve9+7j(=gd1 zQ1?jl36icxS+4Qm!}H53dMYTW4U_#S{6BC42h*Tao(>TfntLWzHuge!(-wQ3je8Fz zDF{3!^M5O(hgItC^C9F?_B+=EPqEM7lWqQWQ7w00z1wwkBN?B_T6Nx4RKGHoo!D`+ zm5O$y)Km@BoDF+FYK7 z@-Vm-a!jwqI*4+H1>A)cIK7g&n;uGT3pS8VIzvA^~Q$%&F5bZLC7u* zbudTo`kY*(`8m}IEG`Sm(eClloos&6H*B?T{0R74HO?eYkKC<}at>58d(To|CD*s! zT2>OCvZzO8X*DY9<%R>&#`Osm_#<0}p|g<$)~=FysN}tsnaVe`j~O4Tj+$k{pw4ki z_oQU+R!lI-@-r3Z2(ruJ)Mp>{3N1sore+!bOABDUnwH3mz_Qz`QOxEfq5YA^7EaYT zouPj0qn?804i^Dcl>6_vz#{&0uijdeuNXZ&O z(n|XX+$}^u)8PJXlK_4q!`}oPws?WqRxv2LZP9a0&LzuZZ@H-9V0a&R|JK1YAOlqo zsr~Dr=c~2rh^@@tA2kpxT25*xOKt?QxfY=^GsoS<3<$-C`x(#s<||C z5E1k6{M}rrKi@v`bqJDNyxaY95Se>EprK{(+ppWFV03+F0@UlLET~{2WH%Frby#AW zL)~)op}X=k$W{*-9?E?SGi0mR9Jz>PSABKohq5 zjn_$oZM?bOK0p<&0f&Gcq6-7>uOv>J3yYU0RU}f84^|9~ra3l5mwR(;NnKK4Uuci$ ztPo9Pab)a$(VcZ~XFnJ*I7&Fjo?u?wqMEDP9xEl?FP=hC8zm3LNo!gDh0K8{RG&VK z1gbh6qpL|3?ky9#lP33>xYF4Djetb`cb3}Gf?E=-Aj*f?u3ACMtt&oa;MPw73sCNU zY)*G0;CSkd(-`==<9z|iDXT2s`804DfEb<3%SWkMRMUlpa70UsZcYz;+=TiaPx1hL z#m#H3vB~&o%onmmCJidr?C;8(5;LYBTp$Z(ku;gvOpn%c28xRSw6n+<)3?eQwq4|m zXLBDtug6_;%er6B3_{pz8y%j!=Io=x!&1M;zcbq z0ofKQ9*qv7WKiTb_9OmWo_cc>zuVqL35If>5(q`HO~Aou!lOD<*EPtJwknQ3dKCS(s}Zt2Xk4nWg}2N+ zSm-C8UPXAVRcAlt%JNz;09jE6a6{&hrOu84zn0O|R5`!ZWEZ5!g1CFsCS|c)++1kp ziC=y{^rQF%N&ho;sVa-FhAx+u76JW@Wn3X%AUp&Fvv7_blp*G+G|t5&?V?wG$FF>P z;N^x2nC>B0a8i@y5U|HRiMNTku4QFvZy0r4xN&RClgbwwAEVZ6k#v7ml`ALt#qh-) zA;6~=-?Hm*X@N`pe$eCGO-pIYxO*P^!9u+={8CVOEnpyl(X+~+>-1w9UY?A@n-XN* zo)rZvORt+IR)6MET?YEy)6$N-#Hs(N*OYLN4`iOSZpvDvJ1N>5bVDLML}QLWQ3`%; zvFDr)JBsVB@tNkF>8?A7V%rwl?wJQn6+P^yv5BPY7@K@KaOuyol(p_$~BgP<<;UYZrSNuaUVmSz(&nYap^eu>#YK(w#*Vo#=g97vo!LaVPx((IhRiW z&l*Sj-#A>ljBU1!aPsMug~fF`Oh1LPSbFG364JbaN3wd~lz`&UheD|)V<4&GoXVvk zhPgcND@!27^~J)4tu2q%-2eJrD(Y!w)XO+qFo;g;s`Co{LcoI&P&(GP3Nmf z9&PiV2bNtNmRk8gKW9^k1YH~Ck<;T#>aDq`Bxtk3CnP9f#S=(@Wdw-T^&O+Rcpm8% zEg2?hecNj|$Ck(wj%W`_>EFK`(_S**Yz}wM(+C#W%O4s39ix1eXYZ>Fx9o4G?z;T2 zhC(9eBdIm4!Hmz2>QHpH`!}N%|8s>i?*%*j`{oGA;fW_bw+((KnFL>d3tsMzD(cJtO*as$Y@2vh zQH6WvqGt*R7DR-K#6cA_QFC2otjn(W6VB{B{*6W`pKHU}Yt+v3e&Vp&lxdJ_D#yJZJ)D<(iQX5^4-roZlBUv=FGda8R-?G*LvEd^2m z3{dJc_UpxD!HvOeZ-D|ouIj}H2t0m&Z@f5V}H3!*UA%fU2INYE}C?#Haw?YD>LPFDE`%* zYUBdz7Wg{bW^cqr=Grc!_SNJQbMVuP(mtsyX{-o;hr9#xJdZSvZGp`GRyx)ed$DN@ z@-oeJgu<;4&yXU{pR$S>^p#QBXXdw~M~w&>#Xf_F{*56+cU?w}JW>)$10tHs6cwgW zzYf_cYd%RGUi)cXree#EyXtA`3t($HT88{iNB#DmMmzrf@_vW{YfU_pi_hyz&aT)? zuA4VlhVtR}0?{mvvxaSB3s!vilGYjXvBEBSY!z+$Z8w~1E87(ecTSElFo z<@RQ=%7*0fWbu+*a?w>@ww3M0(@jf>7op(zGcS{YN`w@8kr;Yma*nIP#3ebxstxdbq$=m9dgr#Y9oK#frfbwC6%ty<~41QR?TewG~Xp zjSc_3{;Vh!5n+L?=9$)C!YQL3`0Zd)kaAz7#-82NKs%Jj+ zSuh~SfeAW5F}?K)DBrWJJ4|nD&-R>?uUNs|V#DCbNV8TAJ^W(^dxTJdmx?uEx2wZ- zjrM}MVOfBa#{5%eipGnqX(y~#J!9iNir~+k9j^-RcM5*cGx*?*htFG}{hxw5on_Ii z3yIX}))2k{0yw2~a zBOV-8^a>UcQm6KBUM{(`@vV(<^?A9#-~^MVB;8{b9Xe&!yn8)a{8zP%VXI-#7<5So zNT_cEdGJAyLcR#k@*TY*tP_Ll4rc|e2;Vu~=aKW8p^eTS@G4sIpK(i|G51mf^=fNd z{iNNmN~_yZ)rVuDn(%HPki$&>?yHczzaC({yRVuCW0Q8z0Tf=O-1wio;rs!Z&ReLf zr13HY2!Y}?)g7e}ZliG)#ORv0k8p0wDWZN%vz0o-u*FH0%tb1^tA0G5Ph|$k_$JP? zXWS~p{Ky^*Gef{z%S@A>VsU*`ns+s^c1owZiHKN}-6@>NKB1Sup=mi((y2bwh{MKl zu}bJn$0w*RE(Mj0oZ$M&Gd2;`uMu9JJ_~7`;|ofeX`(3`JUA~CYhDA(%Y9iFgaw>eMQx_s+bBP)c-B!%frNffV)*K4uY;dmqD@1ASWct5`C0ZH-xVzdC% z;ZjtKJy52PnQE|NHh|+hk`gH0(!Ob(dl5(a9nIoKqfSQEgELA;>zGErX${nOBa%*8 zd6%5a+Hwr`$Y6(xHaKl?WBMSS_^t10m!v4YJs657q1{Cq>|Scdd#F7{p_@PHYZ|{$ zPz3xJD7Ed8@aw>`oeXx=ZH?>)~rWd1eR^8ZHk`nM=Nv-)_WboaG2`E`H2V>nOW z)LNjW^;Z4gG?Nh^K|rrHjT4gxgS!p3nA%GXDkZ1fut}7Sj8AORguUmH>Y!fwsi_8p zvzYg4smbrdANYiWKPA+?S!h5f*!e%l{8Rpl>^X5Tq;Y?O4>m^$`TI@FA^rKv2)u27 z63TYL2MM}ptzI}*jz6VUDyRRyhk5xHN6k8<* z!?47Ll!kt+$q{R32tI94MISJxv+r;;328k?mo41NqM)_f#BQaWGKx5>?OF{#s%%{h zJ{A=-U0)Qo#q0_f6=t*0vEP@UCO{1;IB3H4`u&nDG9 zIb!6T7rTT34Siw2K?T|FSyY0gNVBg{o()U+sr70u?#OJp6!#LYP|a}gJ`AQ zInx}DO6x2oLhuK3S*JFP=<#5uRoqj&88O@=$Ze}Bqim&~rLkSm~B4!A> zg~CpthR(hQ+@JvLoOpMORAf)*8PJRgS?9Z&=Wlr`2SRi(Ab=|=?7lwsY&zbmu&X!j zm)(BjSai)?Ff#@)v}2Ur{YDc6bQX$7zl^YE0>C|SUSB_aI3&I&UyYyy?-$cqT7J~?ZNF(?YWa_hA{;iadrt<%b_3w>v(O7kaL_OTpILzMmMPEOk6_c+~};w2h;0 z!j8Q%t*I7>;OgF)552Li&LnA$bvDm#wPy9r-v8>#ENwHg`2{cxmEzZ{czCk8b>>*# zNCBYb^`8P9<{Y_mg3$SG@!s+3W|G&OSrw)m86Mc{fIMG)BX-{|Vf#Yc&3~j?Q)ch2 zV-4^W=tQrvy4JJdL4G?RAnVt-mUXho4WhWpLwgcTGdLr_kz!#C!?%9`Led}*wrh(| zC+7bl?>&Q>?Avx<1qGF+B3;1S0!S~?OHf1<5KyEyBOoFrAP{=!AT=soItr+i08v5@ z5PBD+hTaJ^p#~DzSMF!M@2s`%XRrOt?Af38j31bMkc%t-dY;GeJCYNW*|#)e*slOM zG-e*JY-Ru9#`cHce=c|{*U!dQdd7JGmUAjbK;AEI+nLa?zDy@tnN5sIqZmd@ZdU<; zxW{7vwvmcV+!Zy8WvSRCi&Od1A4j^Zbp6xPCg)XHss9Rb`3(W=ADuonL4D~7{ZZ-8v zr}=O$uGfIQG7ch;&?=pfT$o(UK&!iEW>18w{U(l@L0XIgc1Y3WhZEy^UOHT|qJD2t z85m0j+i!PO(LUG=@eo-7*M%cAhbY$CiaLh3?I9m1Jq7dj2q~6-N ztQG{%ztz^$Zl4zRk-04bd@DRm8iKe`Xtk+D=j-vuFg}-iOe8uNiaieD?NevNN3+gk3SlsJ_L?MDXf z%^{7iaf}rOen5OklYx;%B8M^#UXTS-V3dI^+~U0mY)QIaC&XopZottX!$j7*&bwvK zFAZ2=<#jemfO*wga}DUZm#=ruJ*)j7e3A!Oq=IGh7njrYP1sp;Ri2Y6do~++Xk!+ZAUv4BOLGRp3f{O`TY9z{M9hn zIlph7CS>ijcw2?ZQ>6HM)p8~nfN{a?HOw@Lx&C>vk2%NT6hB7E@a>Gj4bjE)ci=+# z$UfjfxzzP~;|XuN#(=Qa7at?i%eSA&r2M1+9KuZF*+{D_kb!Rj9yRyLX9 zdIQbFR7j}P{ps8XO~TJ4VWfFprhub@0L~QYIIxz43Sn$&kAh)<(g(x#ky#9m0d|-4 zXy)};#cxDXQHLlc@T7mVrRMGKUlz01%YSu{+UJ*V-vg=0dvG^6_fI#lMzE;>2m%ds znRQ@<0ejKUhMDEgM90w2PTQDk*#Kl|hK8DR4D!qQILN7jk#`aX)o+N4=L<({p>;{* zT{B1o;_J1~Pa|T}QqyAKAU0tOw1G3BY7+g^&%4%QkbU&~+f4MqK!epihVySSQ+H2H zGQ}nWyxq$Oe+P`3izv7rm3SiUlao_Osf@z3{Byt{mkvLZ#6^^!51Xc%_LK+7m}1YrTHRDr=$!E-u; zn8Fd|tHX7JvX>(RzejAcC!q;YujBpoAmbh6kPx+#dTS@-W7-08muOEvlLi(SlfQg? z5O8_`1|ZM-a*UmBt;VJ_duMGE8{g36o7e_}ZP};~PWR9!BZp~`bbr)kzC|xK((+zs ziR@4~dn^VV6~p$?zo!UClHf*CL{?rJv1@-TL76^^RUZJz5224ePem)xe{SWk+cYt6oB-1L{-08( zoh1f@yXAV9!30C2*Z41654eLRcPS2IzpMZrm_bup)wFBewZ$rOq;0v9mSp6wyjO7@xY0##JJcx;72t^{4D`9`t6Q2J>P_T+c*@yXw!wEl zs|9HbA&{XHQb8f5;*GbIpWR&L-GIJRSG=S%HQQ}1l}_D_r)eInzwZ@3caM8S62_-* z^pA}^DCa4lr)10*3-KyyH67P0A)`+ZPIH6jnNDVyawh{$`cCEjfFMVB4iRUB<^=3N zSq~R!kX0ro!8HK=G7RCr;lLG|62wijJ6f>`m^`4@V~%uBS3zOOJ{84kTL+cbmQr#J zof0&cPY&Uya*U7tR<*1yQA#Y6x_q4@l*4_=Ibx?#{nbQXfjh864DTb)00Mu&Razd$ zem5XaEod8s%|5if{O7d~61N*ARPtVm6c0NcWY#@@k{`#-413r8adtS_is5wUgf?F1 zXp*;j@uzrRj%p^>xTnJ;3sP*(GEk^?T-Sf-N-9#Z9aUyQp`Ui$JyL$Pdzi9R$sz0g zdK8L=hmK?gh-;6(MTx(95upC+BhW+%hhJx&@`YIJ{Bj-Krx%*`QHl91u1xQs5%0pYfGBn3tml6cjvtPg#)_0cqd?DO2SeWUkO`i#P4C8-k zjKQ+KYd3{8-GRP`p0X` zTV1#i%CGvy2`~4Ftp;Kgp^F1-KBw0b~%l-65hSGFbpdb+f$2Y<0`QcHMB7?I?JNckWNh5=11>@g)5KoS+y@(!;l;ym zblLMrIsaSlC0)emFC?!-zzJ!zqV&gazBLcUsde{YLj3+Gi>m@z0!;(qF!4@JzAXs} z_)vJdNhEhvWtZ4inimw%#J3ow8e?wLj(ew>rzCj;U|w~hajS#{lUAWVE)`OC9C%Tt zMkt$9OI%8u-xN;ZIAR<|v|rL4h&vq2XXSvVf`xE`G{v-Q9KosSj?_E8#EW!cm@2YA6AvCUr^hvZ4mNC2_N zV7rqHsZ$pDF}=m)s4TUv;QhQZ0KYa{KVrFcP}Iu{TxsdohWGK~%RiA{o)a>6&{L&m z8!FL161VBOrnXV8C;YET>t7yNpJGer!f4_>95~Gy4G@x#w8!qnOcj-7Y}6E{b?Vw6 z$s3=1m)x*@wdCfmXT-?Ga@s72*Qw>G`#vjq!VC7IM@(I^!;M~?m7GVr619M*zjHA_ z+ohp2He*aZ`rx$e{4E+=YO`nYThCs;D!-P5zdz5*d}EZ6wPl7v2-@yDCH3L2V8n%ncQeG_a1DfiK{k@L1q5DC#WS0@rQtm zqmd)iIm5l|ZMB7{Ndf`GOQ2e0#WbJm;`%*D4w&*wr1U50v`kc_(T;06LRzmOMtqRp zn`YcW1Mfv#23xxTkjJ;RPh@x;tMZtD0j;8=@RWX zD+db1fSjBkq3|uLCiT&eUBk@+G!h*KpKQUoB8!u`=pTv}DOq2s<3E?z%e!D$>r)m` zp@4pJWriHkZXGPJk+P8#6g;lY0^5)K_XD^6Ujx@kze_Oq>#W~j^o3mPE|~1fmoidj zWnjG$O4%jyU^O8B@;zS~n=u73dt-~J^3V+&5M=+`&j$R~^qw>Of|Rw;^%M)IaE>LJ z6$fZ2+{pvk9Y7R2z0*}~w_fjqs3&uxr^Xk(HG#)8u14?j=mRn$kNAz-o=J$ERzMIP=HO=>WMcd9Dd=JY#PfW zh=Pc)|A~Lt_A&9^YOfpU6|(I2SX2yB2{~o8cQgPSE=(%AV9mK44jt5EEE0BCxSn7_ zGwoE$amprY&Q7a{>=f&J=FB%~ZP!|{-DS3FySZ*^$eU7A?(p}R0ah*B!--`THlw1_ z+)Mzq+spA-!QeZ8*PMg>{P(So25ifMCyaT}d|~C<4MP@~Eo^*8VJESp==g2afKrtS zN#F}FX@>T=Zh#R+R$`xF(mm{^yOza{n+Ae5T6~dR&p)ZtDjy;&$nRZar3NK_%6jJy zl0kfQ;~W{ReAhxNT99KVKJS{<28>UmoD7kC*ZC$ZcBYtBc6eL(X%_iAtzyP<+;=(W zuqASRz(tLxrV+PVRDW^yHtG5fm?rPu-c=9X@$9eCAxegkoKou>^+tmuO(p;2$EY4( zbUZW|gMnlyb1~*wGGR5Mmg>$Sbc9lO-=(WLhmyFj!ewiDqb@yHf}**i4}2@D4Y_tVhO4_ zFg$=`tA~cj4|OtHd*y{bJ>htolyMVfkSTGPEZvZPJwdn28jDpz0{cRnhPP1Nz}B7l zgc7C!=V+KwtcFQlxK&ZMotAb5(V9!?WVGUw2&V8e(AoP)GQ=G#$f4%8TKjvwu*HUl zEQ{2c47aUPCG)%C3Yo~@7@xS}TTZA8@o5XMpyu(|w>yffz1Y6lIvozkA#@ZR!G3#f z`8JDIzQCrp5#skMtxZg(Jmbm`h=1sa81MGS53z z5}6G(&24G9slOzB{-?{o*oU^#OJueHDNXj8u|KUZ_0;~Vs6`LdoX1xoip-EV1y%8$ zL=sopre0u)#ZZ99>m6`o&$z9Bp<1gpR=CKtzYW#k%`OwpLboN85yKvD@sxo}{#9LC z&j>=#*>ufgr z@wR91j4XDJuSfMTF-&X~zO3>uqU7G8weu)!FhRrd`?yek2Khp7No(nmN}qd3bnyvN zJP&(y{jOqyJa%AoV!!hj*Q{EO#lMJ)pO+mCZCi9CC@95tobR?%Lf#5MQEU}F@d&X> z-0mp;ul~b-qhVB+FVJtL8xdB4dv??%D#N>psat-_imo0l6eGWvB|q{DAo!Z-9*G0+ z4*AN|%IU;-bBWd(0bXrl^w~f>HH@ku+HmQMI%>3=py`SAQ zci;Y&LjA&Y3ApVY3#k~@ksl1gf9peI4hpAC(Hq7);Eo;utN312CUq*nY^ipnwZ}9d zj@kKr|<2oqbA`Zv+Uiv zNfJ1~jeHk5rHciQhZeuz0xW`6jiAOJ!=8^CJRFR`mHRN+ptrE~mWhV#ki)8rrO#>} zUP*QxX`B>>c&luZ?Jx0*_J7)5q|I$%! z?UhLfdJ84Ua=*7?Dx_@;ez>At#x zL*36GT0tDRsgvyp5IyA*(F8OJ_FMoq%GxWv#wAf@7lTyFKP*k9U?s6r20E8!v|*jR|kT zc)r52SLDgNgBTzoa?*vkm`qD^cT@&anyRJZ^J$9U@a`8{;@lw3?J(zL; zSrhBFw84oi$aqUk8SWOYPZ0}mD#gx+o2;7L*n{jIA@Y}Mt^xwKH<`2~F`&*os|!^3F>C@ttzd+mOm4YAXeNU{Rv) zbOzk7vnyZVare>NO>{yUIe!o3siXRLs#=!YM>S=?q^6)xTtRgC_HVW$fX2-k@+!Wh0zk2B|BJin?DPDr(Z9Hx%14Ma z@&%k3;Y^$0?Hx1Jv)_<>-KS;^&a?v9(Q#>~H`cBg3Fac$>tIIa%`64I@6q?!{Ebx#=_YP#TqK5x`TfOM zD}ERZF62`=k)Wp+2R58=(CH2c4kf8IMwU~Zzle3^GfGp&H#58T2L@5oQ>%iGe#7UK zPmR4JslpmxoNR9yp^pq+yprL*5XaKJmaLWc((sW4A(;xi0CRbi33qgH%pzD)EbZ)CSC)A>fqn^R40YTy`ORJ@b(I zp-)uqT^VseD{?<0HnLV?o(sF|G>vL;w$gdyNOjzs>$0V87vZma{Al!bR{R%KI@$a5 z&a`96g{R?py~lZdmb@~l{x)j(D!XgPQ`OSoRZ^Pi{;Lk<9j?wlL*Ti%K}-U9q;ET5 z`TJh_)5A~aqcLACj;>)wMZBTUjENJke6J5n_g=LiOyr7#YwQ_3&D3piTuh?$XbUOXv(7$YsI&NJk$PqNCyk zRZj45S#>>)yr(AqAD~$WHE)#w)hvM8D^xQy8;cU^JzoQmUre7H8Wr<*4fN^MsC&tWj?FtFvIFQS-v|gn(7r-^LSpe2y83?g*NWQTyLipU`ONx8f}@Q zV%gJy;OEbu|7DP*8xLNz;FFc$5K^uRt`29J6S!rv+9QJnx-=FOPj6PScpAWLXVU*2&IZd_z|5WG+ z>kyxBjg4M>-{GC0%g0q-E?$)=*x3bC-bIq6D+r5BYNq_2T9HYy0lS5fbWX^-Cu2@6 z6*g^|DlP-t6YG__f~s8$1`JjM)0XuS8$h7_ypD8-%cn>2{JL?Py83;YDPDnQQ0<=m_FG@eVJQu zusSwXJ=>9O^V|E8j0;BdW3_f_mIrZAM_x*ngIC5$;MTP9FUb-@5eA{GOMIJBhLw2w z3`N>Sf{9#W_X3RS#%!XU)T{$aOC9l~ZX+OKjW_hk;0UA#y61U(Ek8AmE6KW`@1ixz zc+>_jYH}mS$da2RJXve5SMniC(S%1N#$2raa8B;*nrFa)XZ&#Lf%cLDaUp*Gc5D%{ zXKf*wBk-*0Fh{+XXw_}!y3XcUu>fKhHNDC7THOTvrRUXzfGqO59o_smqi7hBW9Jl~jKFyS!v~(!L-g zmk|Hb=5DYVz2(Xf?3|{LAszAuy1n#s>W-X*$Gf|Pcsl_llhx?^sjW#J>=o5LQgm!3 zTZlz~Lg^3COLb%b?4*b}7c(dt`EP0({y-bYKnI`zUjBcgN{amr!0UIWaxCn!8ZR{^ zQ1qDrj@}MYBG81=jq1TIM`5&yMJvZA#}=~!LbcKHm1cY!=)~2YP@a1=OkPNRZQ=Qn zM4>X#x(hptiO^UMZLBC1@wMvvx9GcY#-J;)Zua#O?zu?Ume8}0duOXDWyvHDE~9l8 zY|f*X8{-E}xJ4n%=aD4FU*GPkuw3|NS$L+9S|^c*J5cFDt!iouM~wie%C69;_s;29 zA57-LgXyUo?_htK(c0aO!>+kOwCwW43(3oUS<}A*foM6&Omdaa9u22Uew6HsjH`FF{&CAx{r8_#Q=ko^LCL6p zo<{%eCwr8;DlGrge+p&1L!lI2tgZbInU&wN0D0M-RN}*b_d5P5FbWc-SjeJE}r;JDn64Qc84DxSB&cAv86eK2D`_6w#^wa_#XXC1u_kXAo z(*ps@jx{^M$bb9Q{PRN#3X?Ipq08()e49rAkkk~U|KvYJO0HZ59;fD<<@J}_FVspK-P54iNp)g>q4fnmc`X7E-|9=_!4FFsc=+?~w%jlTgO~rO= zd5YQ$_q`yT8@MulXtSATJZXq@)_#vKV_>06+x7fZzcU4)qa#1;3Ky@tGAM+ku{PBd??gH*(dZ$7j^)+k^ga z5udA#0%CRypyuNQ;z|>@fxmP~VXs>2(zjcaQ3QhlMC@!PbRGyUpc4b2OO?Qzh%irB zYZuE1mFz#t?mcAuX*KY~*@I}nkFIW7NYsCU_%(3iLzedBvWAsadJ+__$x&KML8NNO zv2sec&p8lYc9|eNeF7wj`FH`!6d9Mnk`t|G^5Zuym$QopHD+e5^@@3Pak)@=JXS?4 zP}jGyYXNXI&nBQZI~qd`WHBZnR9Jh* zv&NZb-c$7%3>*``r8N!*oI$N+zZ6C(0z?U`+qN4(Q4HMt{tDhK88Y=XC$_QkOGB|WN`cQ*LB7IIVE z)o3(+zU=_H+y*47UJ;_%v;!0?;Y?fPux5bzX`Lcvr*pku=DYw}!d`uO%6BWno>zpn z16_1jA+;hf_U6Ns|H0%oAWUUr)Ir_4o)HI8oa<*ybstz!{k>Z9R)+#z2ULzQL=T`N zOFAtqss54Wf7GV;1fJ`4-FLmL40#Z3MY_pNPJ)eyAT)18;d~M4IzQ=5R)0qUV4J+2 zFWo-}N^HaWx)48V%1IAsGrYD(o=5@QLa}te3zXYRk55b_yNRYW0&q`yOL_UFKTd>UcMzC=L?Lk@QciR%`=7uZ@jV703y49 zNVYLgxrPE_y(y)iG=mMJImOX>Y65{ST1oF!8udTi&CM?CADi=0^U&dgm zD+F>4%qk*%{nR0eCT~E#?6s-vmx;gbP7&r;wza!71L%@!3YvyW8r&7??*$4OmC#dU z#x=Pw1W`dU)Pja z)>Thy7!K3{eirT;gwUiC@rTi1kMWABPPPD=zGYV=3L-C3#lB7g07E}Ew)EPssFkHN z?YqkZuwJ+01$uTV_P)-3V9ZNUv{JLck{J_4JB7U8TYW6{B;R&XV70<%D{)IPS@Lh> zs7G9LKjC87jc5%ZVmgdnLLXMa*(JEK1!%6g)>I8&OXm0kvohKY0rhFCFq|JRK1dM` zc@SezEj!_&Rx3FcZV*Dsx!^Q(BMq+ZvLN3{ZxTOgMbY?1%O%~W`n8gpR&_@0Pd3KqFL7{el#1cGF>FVkmq!dFtEK%_P0Iq!g z8~NYhN>=Xw4P2QDbirN(##?n1)JD%LAEq>l5Ju}i7~~2}4$g{uAKq_^@e-f$2iDfl zDct~P&($1-=JD=Om88D(=w8W!zjeAhb-(}*#_aIZdV0YUse$^&w3tlB;ybokCVh8!CEsh9C}!+-4c6b8bnAO7NAoOx z&y6L(>1y2Gor~0qtvHJv#3gk3u5_yT4nb>Z7jWAz6%_EuqNXTJJw7S1`uz!Ck+o#N zfelf9SgAz36rfDDh%S(w?5>N*;-Bm!?X`XZ!faM~jm?#fAXUO$Vm#>XSbkpj8uU`} zh|*pVe|>AdXz!HYqR29<%2wqWYkEht2Kw{K^YQ)?@S$^ACjbb3>=;&L$)2dRqWRw%pTai|M9;vTJQm2*I8YWQd$X~s?pabzuSk}!{o=#pLXcbk6xrLllE)Kkd zb|)wXO5RU#)V>WIpY(awDJ(suMTXN(0$rcPPu>b{kxsqV{lgN7!P(AH!TBd&H8RUc zbI$^O)^f@ZO^rKoPY7c4kI}$H>a~p4Sj&Tt6n=7kdY`+x>ToXlnAlt?Ydy7lC#9&N zQe%93GLWkir|LmxKXx=pIo?)ex!UrseBfu0V(ZBkn1$cL7aLac39V_`I(D*WN?FH@ zeJbXx(0bDOgq)DMP`T$p1A#Bug~5-KBo2v?O_>9 z_ywd*r>rdf(p35^Ru^Cm&O^rA5eBFaG70w&m52@3;Hw60fN|X`d$ZhS*d$IE#u|W= zlIl466!#ZCJ3isX+h3NEmeK7`9ku9BGu=jCP7>C)^RemZL+&(> zOx@u%snaldb!H_QP0CZAnt8jL;%wJWOW*x$`q{y&4;udIj=UYvV#hZN~fXGLvFfT-7oAZ^sw@c&nJw5 zKm`T9nBt3r;+*R_fNHN90HqcFA6UyGPumfHN(BSNAamiYomtN1 zFTu9?H(56C({f+iaIV`MUa5am(N04(jmrK%fh}8SZo|r+azkJI*_iO0YU+t$p6dx} zeR3yM`M{i`RE-f&f#qv6!v?==e>R-cnvXC~8jK&Nw;8SYY#9&_7KqxqlWcxf1s|!~ zd{*SO__L~b9{1V-q!oL1Eg-#~tKSqj+a52Vb&;8Yih%$G0`u1KF{Yo@Jfu|bZCvJ* z@fb7!jFDS9%SlII5-K9rC$QmX}55{ z0Z+)?VF$;mN6PKA;bD`> ze*2~Y-H=s(`d9~^oEx|5d1 zH%AVBeXlv{LBw$ILJF4L2zU&;QRA9;M7=DX*=fqH|S~UxTy5nSYpeF*{Syq zQnp?ltfR6ME=JUOMr_I8M;rSo1GuNmFodvjw?)Q?0`~s=b3?>X2GfsiFTh(iZ~R$A zb4J!WAVYk6*7sB7jXy&Io};WIF(`6F9si_ui3PHrnjHb2;Oi@`40Ztnb7_GkQ5FIV zO8h0_7cZ5hVb;o?89Vklz@S8?DxBMiKu`CoS7EK_0R_ekz(mYc96z>6^(n=(k={%L zXtzu24Ql$EOCmD2$ahiN=RR=woeO8GzrjSlEH%^l$&0>l<*-Ma`8AhIpOsL!=I8L+ zL=8Lsu55GmZ{QaCaQLT!OdmnP+bi$OhC&REo`Bw*vrpL&BNh$$8k&KX%xD*gV6d%A z(EknA^5E2NOL3-1u;jF_Jk|m_mM84Adg=N3bN8>@${j5|U}cWYy?l?gw3%Hx{Nd?a z;j)K2`qsI8hA)JT^`3pb@OVoTqBU*t@|b|0_D)9~OxD?M`W`sVr}r&y)Oo(%OqH6p z_gwCl$N0JI35pfH@2@D$4rn~j_RY62m%%Sv_z}l5qeImPY1XH^uh+D{?u`?J;fe_# zC(Gudc5Lq-ikDrTn}waJSs3jR+^R3n_Yi{g6LAF0*GQFciwMUKx~iN%ElncKLTYH@ z5*Opm`sGTOP}lh|x|6ClT28Yj)hABNf@Y}e>9Q)JrKNBm+EXAEDgMh3i%A>?a=I-j zCKTGO_|bbXoEUP4hkW7uvITgB|NaLykTdhdqYwPkZs{4^exi?Lo?sJay5_+(q5 z$~xiQB{v~4v~{LK8UDNzFWoqFVR%zsdHgm!M-Fm{l-&%TD`TW{*B(6|gXiSBTeL7_ zDOYC%nybJ#UEIPew@HYZ*B!c=g63(^`h!L&pXmGy+)p8d&yJ!F?$y%JiTg1SsnPl_ zhn(rXl=@@qWzkRPPXj&4%d(kjzZo}9R)<@}J|B5Fh?!d=juur~{OSMopY9CVUq3M8 zttPX1uO*BKf08svJb4D-t)s8C{4A%K1Cb!A)>@*~A$uokhH^v~|jo4UYnxu>N#LW5iDNh`F z>8JBXSl61}gv)#z(PxOZfDXsGtJGfU73%=Q293xq&@#p78!y`wzAa!_gn8le!*Z`U z$m^{HxumlVC#AYCGXZ~Rz4Iw;DFH6>yi9`KA>oFx>zsx0c8L3;e&o}D^rJLq-ynLW z{riy@nocDzsG0u^{q^8-a$h9V(Vc`?<7nh99tW@W`<#^bwwh#w3UE=Rg2+ZyOig&T zN-jUV?EW^I7_-6?u~`7&Mq=f*Kl(ORwxip=1Su(L@Pd`GXLE9Z?L z4lUdtS?3AlmrP3Ir_+Wm1t^W?ei%IOx|jiiM%}PDVJDS-2x@@{Fyy3Qn$k?5+XOSq zTIxHggUtnLVu#}1iEL4Z>pr$d!Nwm@W)DN>m_s|b>Gp0g&U1qV^>&!}n6;a{lGk_< z<4-e}0$#cD@FkeW6iX{22s9Z8Mv&pBZH)|r*DxB^h7t4Al`n_laWrg>E)5#hsp792 zCQB3DI~%uVFjsiHU52Q_7@)aNvs5ObWsSuum5d&3)Cg!`EY)aUPfg`tV$*4-Iqx+< zuN>bJaHu*}85F(+z789YW}7~G&O40f_V2P!{$W;Qr&P2f3w=lcfgU4aWFOnrUgw!B zGzZf+c2RFS3VDf6MwTRFo&R|@(ENq&m5ao)muOF3I2Bj>-McV!@j10q08yIonKwOtTEr@N%Zdhgprb| z^?EH*T!6x2zrB$Fe*m`Hf9sJx#QAV_I4#T1qceyQ?A{up*ZJ}Ux34w1Kc^u$37v^3 zFfyI=K?)%zD_{5aIVq_sWDv#|9Y(}@h`0&gUqWc|goDKy!^elbi7fYZBp>8N@}8iZ z!X;~|QNf3&SEoJJ$3ILXinrJ@Tw`tBYjC}gYVv>x!g#K>lS>O!?$CEX*~mym>X9XR zBz<^ws^rusmP@C$d)9Ifti#pp-@lX1EqebaHNv%BjMZ2pR8mvp?nW}o>_`_xzPHXz zXSwcjk51`oD%|sTD#(2;)^>K+tKx(=5YO%)%MSk?9z@5CSWS^VyVl;eHIEyfcE{2k zzTCL#cA?15yIve&cQe*%ZqER5P@SK?0mG&R{ zE(_YY_n27M`o!zuONUnle#O&9mK(Y#$}oOi<#O&UD?@2e%w(Ngt#kcjNXB$}y?X8T zd@cD8LdO?e?`(u7Gt^GBx}x`TumK^0VhgC@G!I90&JS6X1syid0&n>cZ@Vb&Yzve9+_V zI~l^ZtuZFCTzO?lqR0b(R4iYd<=QR?5hhcoZF==ecUjlL^QVfG-p+A^o4ko`xUf^e zl_RQZxzQCH(LBUM8Pv+_PHwHvHv~Z2__(0+eJ-}az3p^4wU-^bvRSDzRH|=C@iA0d z4BgSDx`BvPjo|gV-*|513-laO+;M|2 z6Ph#qP|Xkq6)o}T0w;rdqXMb^IOesk*5Yn`K54AYC^>Wqf6nTx#v!E`z2vofi$7H^ z{Wyg<-@l1T9Q3vLVh?;l(MFl?;T3gqJ#;f1eMc@`z~SK2udPyp3KQZ*OUsSS9So@E zb@{$Q^Q@AMfT{#yTiyVFLM#6nYAYJiTZgR-+NoiuOaEx9|5YCX8@Jbcw-ytB7||tW z_+LXghSnymP$2y{4l)Kn8PtvMtu4{PY9&5+@625Q&Ho7DEjZ9eD{O=jt1Z5)LY(I- zr;l9Xd#c#UQklb4Dpu$Ec1f*d_1+JB0o)3?O8|ummaMgb) zbq)@*79RZ)XF}{CU4Fga3|{IxaGn-R&lk1ySds;i%Vj!O>_~(5z(PC%_lwCgJ6*h| zVB~z7KD_Dsetyn%5xM1Fr#sql8SX7^xzS*My<8~Si2W!(&4Xk7Zu{0z5b$KTnGk8J zWwZwi)jJW+b*}Z6r?d%4NrGYG!YXBv-0$woM?=(+Ie{g9>0%|86+y1iX?wj{#1h&N_j2c?Gw|i3rflF&?WKQsg*A`q=k#NcHnL}p`iD#mk9EAw^uwW zRE_E)P@14pOsK{1tKTe_uD;>nC)zEy)Du* zWJP19gMB+9Lz;Jeow~7@E}ke%!#H2ahR(*)Ew6dR=GRsB&<&GPf9$k)M#1&z*`ji4msB8+k1{`$|Lw!%7>ddrc|Z;W*2X>2h0XGnw5 zRz*AYMkex8x^;L(=Z%EH74tfr2oJC?65a+>lg&M0*20ywhtL+#+&9S1qsxG8~I7xh_3G}L7|84{(&rduW`|%=IAbhi??|dmMqRYiH8p=T6ka+2aktc zKzsQilp)_SB8bEyN4#eCOZ3yRq(ZD1uo3Z_$eE+K{|p~+&d*7gxO&%?0BLH`$W5hU zYzc5pz*e6*LAP;65^3plFT1GAnc-e;o|RehK6{BFw5+`Gq8Vz7t-up!S~*B+-RO&n zPFuI!NyFCsZoaSb=VO({eZ#fWj=vAxbvDC^ebMk~FHsG>`S58{j({8>cOL39mxU3} zDKoVea#zNx!Mcj#r?&jgWjgO5^fR~lsOMtqRvd;;-8OJWs3|!s9$Ct|ee?2Ki!nT` z#>}g-(UdiTv?L9&Aj(-G3V}m*&V>u_%9YkV0_ST9<cvHTi-YA1F;Q7K#deP2>V@e1DR(T=Spn%d?7K_t+)ilez4MdW_|fM+>i2xQ8I*IlC@6g+@FGVv5oo|&$;rqOp|bOWeU#PuD==09Q|WL%))GIa*3YwgKwLoK#z^PlBpw|F1j<1d4oz$Y?M-dCLxj;kgk zq?Y`RSFNW!kJ~y6>q6h{op8C=5Tu;FwAeIVf#OMFK&W?t;1TzdQ;gPYubM zD6YW5d&sP|^$B9X01IRS%GOk?kBKkOqQDrM#D}t0q%W~c* zFpqJ%t{DUL{R5OSF2uINlAJJdRI+DsP!l>m$bBkTH)w#ekgtO<9Oy$7{&kKomaI|s zjivP(>8lLib>69WM(<)RKOnePD?-MPEC;zqCOY554T?be<&g9W8<*@uaLcvqJ;eE% zi|6w4R^3}kXdm@)kxqwUS9E#V~k*9o}Zn(^|?J60YZ8Q|e{B9;@z&}J_NnMgNSgy{;jtybS zf5jw^#xz}eI!RQc%$Xe)|Nf(ZGs924)GpyJTgwh3RhK;MEQsC2s>!vAWFUBMkj2P6 zXE>lNKlW5vk!!8x%`rQ5?j6UuAT}w*TQ?Om-IjY9cx7$lMz|x~y9yO`nlhBfnQD(I zdE#%K)sLHe_+{Rq_lC_hyWilR7AS{QIV(t64*Lp##$v^XeZ6{USNmCmB2u$y8$M?e zxiHto4m^0zJ_9C{LQ|6v)IKm<_#9r8Zf|A>zS(vWn!O#0F=@zPh?t#Hy7CtT4M;m( z@60xcS+4~A?x7s?`AZ2l=JT){?ei6-g;!g)?fSFtzkP1C?6NO_Yz+;v;B6SK^*#R% z^Wf7(yPK*(XY=@lRKPhAkE4`0JE5P7sMy!6pT%@twq50)?R+ zmo&CH1K##&5vxhUJNeR=;S%x7(z|ymv%v#S2kAVdex1tVmyFFIDZ>X`XCZzuH9g0c z8*rk}-YxV-XLQzPWg}tLJZJkHkM^i)i+?7@W#~zP8KipS52S|hLl!;%wTk3?V7bw! z3mQqCuFTkGDbFcxyu@?54(F8CG+9|$iZ0_m)te{TJ5Dr-dTe7*46L_O-0_3OR+IZp zMBgFA^hvAVWQoFF<5t>Q2&UTzy(o=#@I)M2G;QJH0xTE%os7~EBL=7`(oBIqq?+i{ z0f{}}WFo~m%xuY=0+(X+MvJNF8q!&@A=u5y53w5OF#Jwlc`ZryO}YsW0@||bek@-A z-;0WUUTTaviW+04lc~(%l{`(~~L{5wc*~clojSHQtXA z+`~w!_mz9JXSF#?KSeFpp2--ngpS$1E!#z(k`X%Z5@{}}elTb(q+%imm0wfL7azsx z=`HSc%6=x`+Iivk8par`GnBsEgfdO&%j;07<6BlgziXbh zH+wtYqEg=q7?my(aYsjU(PDq73YkG}Q>70YKml9z$0hP|n+NwRgb=Q`Hp5)oRZ&xi z9tddX>YPWcM|w;?nYg2{^;2C_|7gH09ci1XOoYj?I*3o zR#RTQFrs%f;@vsr6QITulQ%e2JeAv`TQD_2@c1;u$`s1SF&z>5}el{hvH*t-aU&zmIF|@s9C+ zc>TiA56I1RUFS9DJbuS9)mtUW8}_8s$>&`mvx`;&tBLXn0Odj$9H}Zyzp2N1_R3!_ z^XWoS9yzo3_Vz`X)SDsc(yM`9(OiA4#r%A;`J*8PPppcjhT~53(sXbTU)?W|tsV@* z#7^`6RX@n2W#RYN9c2D!Tskv-gL=NmWdr+gET4DY%Vq59qe5`5t*0R(@eC9aaPZO% zg0bQa{c8$BpS8~y;*L)Wo1bj-E2&N2{)$bZ@lXO+$o=@ONa^btfq?tEBcs=RGqbF( z(k%|3;^s5#mNCW|<_P)qgTW`c7hlDF{y3thNuHzog$}YAFL5S|UD1`6$#I85F3a|p z^4_KMqO99*Hv(&4OWf!}YlOeD<^5WwN#btex%oKTovtdMvXMR;CZ7u4!g|i`6Q=Js zdp|h4zGsMYwd)>Y9s)sk#pKJA**Oe7u4_ED)VU#VH(%ZhHRYbj>pqy(_tC z$kV1x$DQyL+H$LDUNt}24{&NH1BsxvXQXnTuzL!_4pH8`n!r2SXNCJ=92$!#T9p$ zs;=z@Rnk)&F8D*{ydB-=n@xdf-U$8OKd-#C7xK_iKA_JvK+viDpFTxFf%o$PU%2=X z?AMtFyS`pg+6HuD>^|t+9|gHmb+oa3VxpvQ^XIt(WrX;dQR!^lwsRURUk%kO_6L7z z5olLTii&oLU`E5g8jbGqf3TE?&rH%@mor=PC2cC?8J#%S0|fB*kp~50q5u5PAVWAf zh~`3t&vDgpa1apS#6TS8XcJr?#SdrdHd?rdiSeb{HJF(wmYPn(K23ghC3rL@PCY-)4Ow34w#$t5-BK z=8~_sSi)s9Gaf{ID47U0pOq~}(+%cm1B zCOlr>`;J=(7;^VRcInae@p?#!8sN|}BT$qTo5>yu2@$XzDbwM;h!rs`C|D7MQ;FOryM1H2opTz>?qh3BP9#Zc7X<-z zG(A?*i(V&~DXudX&LDv)PtL;Cg67R1&kEm;NB3REYT{zO6P*xnn-?JbMR%7Mu@YLm zDpad#v8R|9Hg@GcA|zEymJMHAnfJ^qs|vs7vU|yUwx3UsQ+eV#+~2gfopSn<#!u<= z1T)D(djyVTxB@YPXEbFb-#o!Yo}Qkk^eBh;1tKUq%`pRkSv`R5vP}BhQO{%thWR zQn%;y&jm616S)gB9u>F6bt{OZ33>7e{k}b^@;I}U7Q8)ldW#o~V*S;Z17Af)r--25 zc3Kb&V7MHAzG^t`Ws-v1MuL4q{m0q=|2Rdz8ix23olY54>pPD~RXMD_yw7zspDNKk zJ?>*01L5lud$YBeGu(-ptN&_F$Pfs^ilewAlW%GtBv8%QoS#6x=4yc zxV$e9H-cIH*%WIFbD9ZisESqgEywaIaf#Rv=?RKy8>f^;;_6|r`4Em7Y}1cMEzhbg zWnOD;!J*Pl|)R6iDUA$nPD2uL9S|xV&D!6)Izh5MQO7^CslO2J-2< zI+lQ&cJNM!y1qCly%xD{j(r(HA|>Q`t`auia{_`>%bzI@+3TWN9o*eqjA`37Kl+qi zpw4fAIh!SooycR8=-7sS1^snp=CK;VYi(jR-%#zygvOg>pN4kv30Mwl<#rx@Xj(e2 zjV*V8H(rXNmE8mnQ@GoJU312uJl`^c&Y9bFhVJWyZv{q%0u*x_=pi{ww_0pxy+@u-uIqjmBm2S6jC4*UuD>6&8~q!K^e`U z!gJtDP%pn2i*lZ6UUc=CHtBkqwm+|$BrQ_F&;Z=w58+)2NYTwU>7x>Q z?6$m{oAyv7Icy8`TfR~8UJZA1a?hM}6curcwW>n_qCiZ-WBphcgifrR&w6^P8_gju zxRyBD=*Niuxm3V~&@J4N## zd=lPzxzUN$>-VZ9jsr(tt!rQ5T(qHwPmwM3d4FBPE$8+?d;}D09M0*?$NZwkt7i{M z+b1(MZ9MYI+-?~b8&eO_6SY!jl43YXq{~2r zUuR(X$#)=JUW#%cTIC=peKWG8L)7INC-T8+_;Ra;D8)7Oc8MzGN!c{nECyIDSg-$bt5RYoHYW+zEWYdg51jdGGJ55GYcrs#KY|& z?H!tLe8&_>N02;QYe%P1vHV8tg`X4_3=488TJrnuzll!$9)hK3o8 z)T4&s{%clT2*Pd`sh<0a?ki~7Jg^vGX7c=;ZQCry0Kc{&Y|M#BAP#Z@vH%H0Kld9% zv;SJJHCf%^s$)~8NSJDMfpH{}c3KDtM zoe;0{VwGnO+lqG~0tW$Hrui7xfz_zrwJiiHP8gDOO3 z^H8h>@S-a%hyok8CX-daHM5H7UVUwJ=A3Ps0II&xW#{Rz%5S&OR92{!>s&T-DzR(Y&~EPZG#RtU&{Wu77t>FP zi;YcTULyYx6mBCRRsEIs@0&%{&u2rx4@Oke3+i(@K9YTFU}P*H_+rXLOCMgGgnEbv zivk|L7!QhlyNn+Hl}@%RmhRK7u?{oZ1&~Fwom}7Y{wAo>BuuAnWBs@-f(?c{G7K6Y z>cI;CBtrv1hZV`}C8JawX}zpnQ##mcNr^C!@G#kuF!w7`MdXR<=vA_3F^fjctt_`Hj4&s)J9zsP8 z8E^SL4V%uSW=SGZI)6q(gODIK=T6ImsaZ%koxEld@4i*?>Y^h%Pzq+5OsbU>Aa!f5 zE85M-tHYPMcx=RZY4fAZx3{;qoz+YI$k>g0}O+Rt@~$K z#*9-;3?qK-O`6v+>b&!qTrb)wc#%X2T$})BXjFbGn1E)%dZQ<-tGi0v`0Y}dS|3_@ zaytADoYkg({@Jgc_}0z3G~y_=4}XW-{1zNXi>{%L4QISvzK_;#t(&hI*aqtZtu$R# zLkEb`-k&GLW_z4(OTYS=JMUSotnneMG!gZ_|ORvCdwwlCNF`!RhdA(*r3xg%g zNE4fR6YkH5Cao)|P1DjmBXuDv7;;;uAUKfh$Y#moYJCNQnk#xLRO14fX{z-im8pa` z`Xhwql4djw>YKChg9G0;BAQk@_Vt?Gd2Dd%B=Opn#JteV)O1hiL&&zO`dRzLn!WSN zVFA2;Fu{)`lZ=jrev%;(TtG1=-cFmR-%cFL7mR;pJy)lwxh;k&00jIs#yM<}I#k4r z$Q-#O)0+Zfb(-fQPMS9Q<0wT3tM8i*0q_EyWhm$Gl&e!X*$^$ z!e$a>Kj-_XE^<7(KR;t3FCU5LKTFYvz}t94!wFsYG9b2k<|Hr=wSbB&Tr?b$Ief#F zA?TVuc&7_l^Vu=OX>7*~Ej`5jcHi12?j0+N1>F(ciA&X&Q_05aV5jkbIWG2$Sn+ad&6TfGOh zUG?>e3sn}MWP|}#v17$9v}!G0H-)skE6;Srg4~74S#AQ;gnP&v&sT}-4B~k6D__r6 zS!5LrwA>!cp6vXjr5MCSXe)r}VoFe=A?A^Sjh8Up$E4-oe}W^_-gEw4GEf1DyR4e9 z#arB#bI0yau%*4p#X8}1nn3s}(Em-Wi?yzGK6^m_s~#)kFc^;@ZdnbWVk0%4R>E#U zo_aVJs%Hkb<-K2*>rBne@R{V*OZ99bM_Z7gPYX>1=2jBFvkk7l+qN$Zr!;&LO?r2swc7{p^$!=8T#>f!i z1@s7y-|j3tnmLJ3d1PUD+IH_ILdkH}JC(T9`r(Fl1G_V;)+Zj-ec5@A*H&p{xG6Cq zClZB&k;U|A^SM<;O5?eYdnerR24il3`DyL?=5$OU3(t4{aXW1R+1_-ev<(N}8cex; zq|CL->FTlkk|UTeJb5$=-Zhr_AR1qh#U%*+4BP6Ioph{jv0e(^^Qmm{A1Yk zF4=|U_d4xfm_YTWXl3K_XmB})`JHzi*do>@`KbdoKS}_& zdQp?`8GeLq>E#bE`7-xi4qDY(zDoQggu{-jZzFijy5(>kw=71rzJ1t((Vc~9H?dP; zY5G^U>lAN2gm0Xd+XKZa9_jsgKsxS;uq)TF{l0wr9URz8AeEcqN|IvVj(Q3*Ts|%_ zj>&&CWThP>BjvMyD)t>U-m5cc^YrvZHiWi^53DUm$|=tHT%M?sIHVw_mKH%L2cWY|VV_r&wJGEx zFw`3(lq5nse->el)AP$|RzI@48{s{8Px?;rWia9R3QSL>&XSa@NbpsDF$V)bXUe%( zBbA@NDc!^16%Ix==8PPnnY=o`*x7cAUaS<{L>Cq94#6s1+U#8Vg=GYXI^RYO-S~27 zrGA5RzGK+cj{fh&>$4r{GWbLxPuEMY9*~%nV%xaKbDvM6>KzcX4~ibu>H83EXeIT} z;1jWtT2TG`E~tFihA$(bVWbOIMYOnYH!amZktTB?0CwE>Rjzw8WoO0H1t*~ARNlBT zoby}L05cT}Fz%Fry<2dXmj3dAi?0@EgHi-UEXjOC+hOlnlGHmp2g}k%9%2iMf^Wk6 z9@yRro|FZMfZ(v$>=~1I-Suw`FWYyn-6*)A0I;`vF;QF;CGzX@Q-4h{GpKrP6Q44v z+NZ;u=kAU@ECTD+8qNw}uD9QOp~tB`5j21OanY5cZEhWoRE)J@lj`1F3?lM`sp!8i zo%1f7c9GiURlYge^W&6WmY=l!6wErvT&gZ2t*Zm3AB_A=?_aoVOM;k(VzdtaR#U_b zB9YeP@??YGNoqn+F@>kt4*Zo!(skgpIgpWIP`Lut%q=`oU4<(ZEUnNrP z&<6B)g4GiU3bDk@Dh7z5RrWim*?D80AjT>k1WYh=ViKNadf;K!kFaPD+m*MHp zOYw=eb#S{R?RFy>7@_DjV^Ih5(hmo{eFV-$WCK@rhY$}$9@n4 zv0a*(fmXH3pyhwrP$QGj;5mY133Zm1oOW3pJ$=I+7p;v3k1M{itS^4MzpM2B;?6 zAmk&~C@!{g30=KN4GqogaP4}zkef}g+p4Lyk14S%{bqa_)T&``9Qe3yU?wnY#&36y5Vst3OHl zb!;wB=BYehlvK4V8APEn(`uZ;64j;F_EQ&!UC#m6L^~_~lKbHb1%hPuy&r7BECa4aKMDG$`JbER$?^3mhPA zblr25$sxm99*G=hyCG8OFhs(+oT{lmUPR8`+W-O|f6cV{!GdwSC z*k+U_1V#oskx=Qzi|xh-OJLiTx(qM9gh_5=Hjfg5ZDz43vt+~JlK z)e;9|MW}e)-HWNl-nw7G@60_bqg^beG$*dI<=JA_?9xL=#dFQ~4rAsE^Q{--AlJQU z#TSg|&1(;-+17GpoE|fXDC%j5A;}#rZP8|>3C_dPdg#nAzLn|mYL|J&O3{&rDx6Gb z3LK29BwjyXKn_VuJ7397*`6dCJP7ElB}LTK8|*Hm=**h;T$?V|t}W}#Nb!p?nQD$C z<_uawBiis?xg7%eE{e?pHZxq>ghyYed9vsq8h^wtaZecxtPXVo$*`LKI%(w=@RR*z zasPP|5a|O_qm8L3F;RSlND1+w+*0m^IXArpndaEbL`@>ItJ46HsXsUKUa{GqpjPBK+Y(+52bJ` zBTW7C72!ewhw9AJ0!1`R6og>Wk@e;-{*1LYb^`e`JYS%cXfa6D*e&X@tr2A)`ZoB8 zzTcECdy3H;iZdAl>0N#@UR1=qhIIqdPjl~~4ptTEh`tAc{bnzx>K?>o{JB~TW`}n~ z+BDR;QgZ$e59I$X0;gwC4(DY&deuw)FM;~sd$_-C?C$?Dm<@gf{^GFMlfj(;rHaBH zYwetj80z%P6I*GkMR$24-L4@`Ffq|(GwX+1T>MBf@4o#26@Mdj_FEUU-045-JQI6m$_VT!|;MT zHtt|rHmYC$vHT1ATv`{K8CZpKjD@-bD$7iDk{S^~!0J^_qr*$hQd1*@xru*e0sJqd z;F+}8>7vyUSmJajT1`p%!$w}!ReztHJr5=MsWw=2wCIb;ThXhecvac>&oG&gknga# z6f2$PMk}LLQ&{qJ5OBr}w}n<%-twg@YH?b^l3%VNYV*;rBt}QSf(?I&8P$FqFDU^> zf~#AIJyH{|^{4^M1lq?^JAAm@vGwcbAh$D&Xo~W?BrH+#Y0uRvPeh>ue7S48C~qpM;!D^x}0Cs z*vwM>ywBtsKk1ESqHbRk`+F@iZwJNAN@d#v70dYQe0N%c(=>qjBnX38{QLLs>{$*V zvS<_()$($fYn0|7bcM@d<=f}026ms!>erv1$t;IDCnO|nPw%B@NA26ti_DHB-ojsx zXlUrGmx071uiq_PMK(!?oQqzS?&w1G<_sdE{{E2}P=1#7AumpoyO-D96_0MsJ$1RR z3?=F{-&5xOt$2L2`A_j!bN>Gm@i=qwbbmg{w(00)Z(m;_Ca(1fh~A>j{_+JhNdCnhm%v7{(|Asm+jknTLY%M9 z_~^+;x-35-VLi#~Dh~}s^8nwQTJnCaoJumiD7C@IzpX-jJ$%4nSYylYWgwYjv&Eb|@f;KkjfOG~^@G-$-awO0nP7H@m8uYE^rVXVEC8c`*a@T71 zsHO(X5cxSmBmx!>8bBgX;>*Y}3r}38eo*p1t$-FZ(dV*31|9pEQtPGz* zjq}Zq&Q_B?!o(NvSdkGuSQr^IL9)>Zu)a%l1Yu^$vNey#{`P@;cwcTZV*ZT!|Gnre z_#Z@PdzD+^_a#>aKAx;uwzChY|y%-9sYf zeyA{>DTVH*igCz^-y6!IkRlNKT&*kANjFu5kVWe)tH6KKnrjhwj~UsHC1$H?`ji!f zVwb2+KnJb5dv{8m;(AbRZ({Ce55`MHW%a{-vRm*WnTw0)v|qY zQXbC_+ou&okfD4;V-dH94=LELfWsx}%{pJ}qKg~RV*cZIzO`exDBO2<-6rB92g4Z; z+Zc%!M<%ZbT-215#O*h%o{dv8GuJm8bRaQ%u;(s$l3tXB);gg_)yb!X+dVT@#^*sc z60SIwCOJfC9ZY$_6u)F*VshGn{c$mY8ULDn9Sdf7b3U9S7+JWt)8>zi%4&C1ye### zS}rLXgd=y%=-sZYsJ7}IziRsXC&fTYlptMAa^(~wkZKMg5mg4wRf6B`&_Doy9;&B6 zew6iV%pXYN4USC#(x;F|m4Gp`9@_A|5)(jya_lhzG!-H>A0xQAhQsBvmc`3|N!+cj zZ(RxJh00nzep%QFN7T}Db)ZHh%{|-NcDQR{RIgumYgu$$@@ZhFh_bWb_$7PZ?_qvu{Gpr{Yz^rnZ`$7z(vXdv7cmR0#=!JNt<(lj|E;(vHnK zH<-0bE73U1?WT0*4U?$L4bUW~Y;yTF2-Kn>@V>+A8Rnt9(`#WZNQjSNWq&E# z2>%OZ8``?_70qngC{;|v{<@@a>p-N3+vwYevI@+h&o}9ZTy}?TO};h0)RaGTnbxI} zS+Gr>Gl^z==&GB`RY*HL!d(i!7`V0n#RN4KSouIb?g@gv4EY{gETvMc!d>7>ii=$W z+?*{Lix=W}QY&)I%vLKRE4-3T;`Q~VtQV0Od%xSXNz~Qns6J6af>t*=Egk3WDS0eZ z{J)n0=5Wk^5;8cnQJ2}w@{oWs*D#oyP!ymVtvIk?`%fW=i5(xy%5K1t_%VQyWrt!H z;t8Jku^At4_f9zf%GDpn)b}p*GqoO29zv;9hGN;whYoIyE2f#C9ku{1UG=>nXq48AsPMapvjFlRsz1 zEdRj|n#99;Lx|Tno!<&ln8al)39C#Nt-%AS_9pie0`xkfj>?H_niIBs6b5Xj@AEPz z>n+V&yv>oBpoGu+lIgeqnLSMNhn~Vgw5(8~$(SEmqxr8v-5Lu&ls9kQWP*NN?{27d zNW;9~Ugoz6h?Q!_Aq>!gy3^G3q{DK8Ud*m=2$WgNUb@t^vLx5C-uCleG1V%qE&N00 zCoxMS{}MjP!mo7$A~x#SUncqQ$ke8NLVrQmVs9LxA2_lus=>VW{N#mw;6F9~`U!s} zIA^d7rJ!&=4de?e)cXgbgQbX`EY{V4DbR?P^bUx{)7kM&e;#z)E&~y6IUSYlZTG(+ zAz*`kx8u)INFygd*>Biktsb_lDKiYy(a0!E60183pfA7&YYPgHB0K3}AI zY%_2p-=39vt8REou*0v-f`>3c_i}q8%6V3Z^VBjI!X?4bP8feE3AZNKgqnmI%@$?& z<2lk=OsuoRuL`0K@!T)ZdOtASx@*W4$uo_{|``HJpKQ;L8`!3+=a@=L!B2xG+w)+BOJc}w=o z3EYjCGg+@o%{tOYWj+TaGeph`)^=pl9 zQSq`CrH*ZK6kTw7)-OGnyNtx*b-!u3i`HAn+eHR5iAH~-P2^|U&v<2Ogkg}q4449c zUIBYy2u@`-Ry&9a#&6ilNrFAv1bZwgOyvAKjp9Boo;ZJ$DQ?J%%3J+2I3;4K~OL4G`0^K+Buk}UNI{9nMei#v*LT0=Gt2U89 zLaBF$!ggf=+;0SNj+=$1eqQ!;WC|61L?$99{hZVlXZ}v#!njYetbHf;Q6nD3jqm$g+tz5}p`r)C#3!j{LUa5a zAC_kSJ@UZ$l%M`~_?H0bhOX8u<-*t&{_Wn-)sOec_Q|u4NQ3L_1hSoGp0B|co?tQQ zd#OKJ`R^{W2;2%p6XJqwU*D31@;}>ccco^| z8?TBXVD+3<{p_+lB{wZG3z0tAF<<%(Fq1H6+_!{zI<@G>f zNe5*;r96Uk)CfF_wlBz!g1h9L!lkGsC|#c_@e?54ka%VrdG`p=RI4g8>Qb~%v77{q z6Hqtw9#gVUKrdgvDiBa-EwA?uljJ2Xawwy^pQ;qK;SQAvdjZn~b^EO#-$@x*f#Tu&C4M5)37l&l?W-N*y;j!l!O= z1H6vf6>|T<`Q2Z0(bs5*VqiK~$RK(bN0js+{c=Mfpq)Ynq7kGGQlO+}_lvKVi1*#a z=F}(rkGdHj2Ct&krWGY?f*}UK%nkXaZ&BQqeVEm=R=%Xg>Ya^sx7G{STjw=n#Joj8 ze|hXRauhR70Y#j%oo}=bwPJ>;11goVofU;4~9#{!1&3O zPqWr`9tO|#Wa*?UF}V8uPKAFaNv|gFJ$Vhn&u3XejGr(!-H#V%?a=ytCmnro+ud#* z-&*4@*FtSHUPb?*2MqH`hO4wn0jbs+P z+)eoKsD}7gaohU8I190#R^8P9ONCwSoM80hOPMh1iywGB`y9&uv!Y4wjx1;f`w-Gr2;#w@Q5av_M+7LuJ7yuIA~td z!Z)%9$f~^XqeUg`8(>{D*h7)!E-ZZAcu{QV#Y(L6TN5=beFU#7^}Y|g+r6$|bPRvY zPQ{EyK(FEBTIqAO4^!^>ZvuztKCZd3T_fjq_3$@ilN14>0MS zNJD@tQ>3dq|Nce*FXe`}-|=DtbRpVfHw*_rxGpH_{RQ@F6*yUrxZbxfOtNRzwjHi_ zJ$8+?1K$WfK;d}XO|71v{4kLzuyrt{<3U{tJ_*U9r7tc6Y=w<+EoJ|o*osJN{{sDP z3})Q2@o#fI6`GmUMuaqxIY;@kjJ7S$lbbpAqV8X_dJbaB6yrWZ| z4^NubZ@UO&x`GqSYOc%uZY0!N{i-DFXySFeQxSUe;?Vcw$nE_a>9)`J>jpL^&>ZN$ zD%=Si{fQ&|iUsG1&)f*ZQ!_>}2)+RugkI7m+r!@-MR}{R=Is(-oBG$%xcwl-pt*YMXK1^5gp7G&&^=j zrbsj=@+u#{uPf<|S&srE=4TAwtFrPwzpS#$h3b583B1|NI#adapWB%+8+VhDANX>* zP8n#mV=KYH!r84M3g(v-Z&XT4(@w};HsA47Z~ln#NEV1>jHnxYIHcaVKJ~YJ2eWY- zBj7t^2>##k9jYZ;|HXHNr~iZRzD$%NB1b_u8i;iE7)>>}% zv#PD8f{N`1)KUQBkRq^%z50~UuAJ{aMTd3_ECO7W<)I1UAl_j5FRX*Nkhs*t6YK%m z1ORn92+>ah46C*(mPR`TPF)BH(d*!nJ?k-08%|i9 zU|}0n2~Z_#VtAAK#4#+=?!o^K?NAD(ue*!jZ9eKE-DXzyLT{tO+<&{r~;~IZCu4s^_^^&4{sDrzy7CIaKP!Y=)yQvgq>I&X;{IuyV}~hvQrCLnpd* zxVqq=32q)PQOc;A2Z1ZIcEK$v@&a2lCi&r*Y+mF%1WsioT{*sBpwB2y0DF}5;%n3f z;t4NYOSa(^hU}}K=n4qCqkMiJ*B`EL>NR_e^n9d_^@0R6Xeu?92P%=Z0O;*(^0oTw*#CSvSo}IR&PE5Y^khTLpY0nRPq7{amSWU$w+C_`pu!N9Piu% zSImj-ObKEFBI{g=#l|S4`!I;Ydn7rdWa<9g6rEX9wn>&C*vi0Qa(WiEX) z6@3T?wWS}?n!sG%l3KEt^~PixxI7w6R$sm*gS}UI#U5VP&OMv|)~2VLDwQdsQWAa2 zHn*R(INaGLmc!*D6Lb7_Gx9^pyHjAuQ#@E`Ruv)Vc>5uSBJ`D-k9>-ND#JzkDOcn2 z9njEVO0bAzS)b$!f3({M$S?AS(E;BZ~FOEgI_etY<&;HTJXd#sV z^z~IFG*gW-31U=PXN_U85JZ!>X(a_@GbfPuBFM{IJM-9=BO_G|qLuJZip1@Bg83cS z1+-?LIZ09asI>KzE|D|^eKBq^3C=m`HKxc!99PgbwhrG zU4xqhT3xr%EGR8BFL7ZDZV zTtVWe_LR(!j+B3gSh}%m9R-hjsAVX|m zF(dO&e=2%0`NIkBXRk+R06;^zQI>vO;HjWHxa&_`xcDOn|snxbZ`&MPo{hPZgT(a`?ask z{fJvss9$!EplYsDvAv?X}!&QDPaC5Uo8h&2P%YkMlqE&+_Wao?r? zGdqHM9bXjAhIcC1S+G4}F_tr3@d0_ThFFUDahTW9ZHd1))?~lw&g(|1_7|w0XsDUc zz2if)*|Lo77yV4d@=b%at{`lo=gX(u$ldCcXRkWx;%PUpO3@AjU{e^_!d zKCZHcRRl*=-W673)?w6MnnQ0l;jFKzO0Y+HYm^=O-u+ANc{n$nyZ(I><$E3VU~YJo zP7+~O4bN5LjmdhEi)VsB#_Q}$JF=QaI zy7Mr7hWcl-_XjvQ2Vc^MZpQ_nFn6Pl{=xAHkgJf9(Bg##L-`;XhTv50Lc4e3m|1hom`%meMbl+Rd7!<0ZA^lf2fW|D9(E`vHMLY@`+%c4fY_J zxyT8Al>Ylx7+hL7vGho)dzXL~yIQ$`>+UNB;VYVfG?6rN0GC=hUuyE|UIxI&m~yPVv?IPdMxC*_3;Y5!vcA& z>Pv}Sl9H$ObOkZGuazdRMaZt0c=>SyJod>$m@LA=g)5} zrt7;V8a-)wY+rs)u*qvO$0jSHFYJnXNRrK+_42!gie6cuKUE3v^GKpb&@(g#I=tp0 zNXH$izQ(cf%va3-az^c(BRVF9a5C7>1l4MCb0CX(BN;*j->_O|D^QqBm*&N>w!W_A zPn~*C#+WGoI~jA0^3=#{^PdS5hOGY)JF>jh6{#!wA9PI8Pc-v|CjJz#7v%O;Y;5c) zSkiXSENubV)a32kVL->215Tj4tf2Cs3%^wZeZJZA-D=}=MZ+k8=VOY}WZC5EB{~*Z zaetUzisF30g|owy3n%W`X?q$CgGn+lFu+n$_Ie?_DNOiLubAt2?!y(Ds4PrPb39x< z_a?JEflJY~>RGD~l#6h3>d`Jb9mQfR8>ZFlGcfgDv|bQbVAbl4I$cUP&eN9<1I)}D z&DM{<%B>MaX7q^Upg$nCYWfe_3bd;B z1%4`NiTsw(;y8@vQCwV?Yzo~9=0)hNh)JCA0IO+ zex?Vjg~_<8s5iw~^R`E*b42oWzM5?!Nt?m=kkdRK)C898eOYMs9E;#xc;)WyUQOv| zlM0OUD(^-9Jz8M`dxWgpWlYnl<$T5pH58t=cWB72tT!jgu0_-4t^3)8`utNA8m!P9 zVoq_wD~TYCjGsS$e!c<#Y`rtsET*h%Jce`67zIEfX+3PL|07OeK>aMg2>KRWCSG9w z5^Ej>%mp|$&p$DyyX}nSV&CVy9L?7`PytSnpFT4GcDEGb!_@it| z;ndI0C{K_smcionhcgBTAaAj85NZ?*_9EU%qW!E{v;LB}MWc>Tr;sDjRrP3qrB&&aMksi3zp3&7V?}B_W~E7DG-OCIQihS~ck-FB>=oT%N-UUTh(+ZUhTp z*M~QxT{4}?SSZ3}e+eY~R4iEG=n2$2cTLoR_dB*7p;dm7&AYhUTuVALM`Lehnp=8f zCa!InhrSOqDt&T&_$VxN^bYoUl!nmtxC9x#EZkQdRV3ru-)B7Ocf&miPftfzwe`?$ z5x^0aM|Z%WgTgu6_|ERKC1d`pznJf`p}}O4rUTmykp8!pgDKRmn!sj5!)%i(Vq6 zb~$6o*>Hsvl4hF<9c@Fa0!aeBj_p>=HB%hvtrlxvb+2;4vM%xNuZt`51ldL%x${*C$(UKPLz|`8`!w+}SnHPHO-vrj$_^8o zC5si^YL*)zvgkH&iDNLg8z147L@&p<_QDu&k8bTpq=*=5VfG5{z^bMA`_~<69Pd4Y zM2D&`4dNLdlNx0B3oZiX)js(O37|4kHGe>5j0u0W7Tj$@;5@;|6%Vf!?OCe{$EiP zkW^Aqy1N?$L>f`Lq`Tp!K@gA+k}yg_X@zcpAP}a3 zenQfS%_&;NMK3@j7RZSjx!^h=OY)xmCD)zUeFmG&uXOjQPSZ{=bOP;WHC&R(8I3T+ zRVFRc?Ck9P!+|SLgY!_||G*_Vef1E}e}c8x!wIt|yY1xCK_Bo92&*1to2lM9$>Y8v z4DGQ|%`IjW+rL(;e<1t~?7-e8zdz-}v^5i7o=sj}zP0CbJASO-er#4Rk^V~FbZ(7H zN;PaZ#7~ra21s7MGjRjP?0+kH>Bc5LX8JqTA?!a;9cmWk_LF7Q=VufbRAq9@(&E(L z4=S$qk6T?v3DXOijJPIi|8{lAd;>_eZK#9M?3h>YeKFDK8PacDA z!jJ-dw3{5yaU$y5F#?uvj}wsAe}h}uu9~$bw`T6fwMI-2?tF&*%hYay(SMJpC^2*$ z?dTu6m!C9u#&F5P#Oz{(1FTSK#1{c81lbCmm%*%8MT- z>RG(Y5-r+6ZoydyP=aj1xp$oh@q-}PAj&Ex+0U+)ydZz;8=Z^TR*i@?EKg8$A^4x# ziT`1c*f=ym(jg* zsB*1q&6zv#4)*Hy>5zFA^w4(4fQCQ~M#Ww3<+N_z%A9RScYD01I~-i-dUB5=u0b3> ziVpNG8hALiUr{XNlTK@@GouP7(l<_i3s-s;Jx|yiy)BFmn|08a=2KQt$)hkEu+JT3 z-TYG&5=2vHr64UE`jMjcFc;a5@$CuFlHMq5Za0?=f1xiBAgJyuqS8?^XIu9y52izv z8KjbQPWz>;`5jjD zJ)Tt+^v!~z*Ge#Jrf8zeTDT-44mQt+gMDxGGr>!ZyPZH=!l*ACNPtho{}gkNtv4NS9yj&LO4_Z5usUB*I$CQAUge~ z{W4){?n@1v!&~s%oZ61%{My;|%aotapgWR8JXw-1V6ME*x}WM(O9uN7pUHqSNKZM~ zmBe>I@?!B30qe!JrUagM0^Wim=y;QRd@ySN7NO5hiM3KfB|(h%_2+3u z*c*bIxKypD|JptA7f{dV+ZP~WwkV-`n2ccu!H!BB59_`_766=xb zDJ?1b@w=6h3UMM4xX(Mp&t*^aXc%BvY46}A zNHyt2dAs3(G-av%%i03~rUl-Q)l20I{zKCBU?k)i z-nWjAR8`#_WWurN)^E~LLLLmMh`iX%AV`qrH|xfivvHK5IkN`^a6{Z1RClQTE`WT;9Zk64#9ahX& zd8{$#P)zSSTQ$el0S2wGH*n8Y8*Ev>SLs*vmb+IA`RN5q*31Pk?#z#XBT#5wh}9Iwqc8TvW}>>Dr`RoD z{ib_AN_3O_d&x)|94QE}@rz{D2t?JtNMyFRx7+UVT!$ecn<}=(Aq5esJk7D@+jx+V z99t#V%g6C1mI0~pzsg5i9=D!zVWk>eo&0>xKyzlC{XH|W@KtVq|7=>=B7__i)XVHn!E2mSz z?Y~M~v?*d8V@lVOF1#U!5DZr!a1*g;FS2b(6)b0a+H(RrK8C^E@=T!o(nF%hQd=$y zP8u9iHc1*=?{a!VFZ6c~1>`Rdg=25}gQvA>5ATHfcfs4wdh6Se!%u#^!n4}x7x3v# z)YSf5HMUdB1q`21%#mX`RxNEYcBTW(SNRdXD`3<={&b8V&^C2j^SofwJ1vK!ZXY#| zCso=4&cp|9SjzV#Z=`6_{a!bGfBl+NNengoW!_0% z;}=xLo3A-ox)}T(kKmAVXm;{Xbh5sRe13-nbYo_4ndiR4my7$p$A)_g^U3T(<<|m3 z1A?2!HO}YL$$}1pHiP|x{qelW#CielIJd)IhfLis<()|{mLEk|1?}3)zdQf2Ciu=} zgRhsXzi$u~POKS&1s>&}zxc?%9(Kl>N1}c9F2#c&czjm&j77Z#4J#=vLo&=-))a+A zXfC4#-r$`tBC=E>lgF>wq12SCm{pq<`r_Iyx073yp-@GL>)oc$!r+pTKbn)UhC6DL z%*l`0`}Ktjm!ndq+Xe4^BJNq}*ZJ>)i+3K!>pgqhNU>K1#_>*PDLpw0>mOrLln;_C zsWTZ*_I5`Kn$RRE5b zt*CdtCAG$dB@ZtxX6Lde%r%d=Y*gt&W?|WvmY?pDiH5%)si})(nGK0EQ91#l)b{~` z{Nb%HQGW)8>Yjg-#AN-Z{v?N+>8zbqZJccG`EIL%0dp?oyS34&oTCZo`$w#cGmoyWIF0W#Kl*y7 zuou%5YT*`ud_wIBcEfa`tnh2*h_*D*uQ!iTr069}p5rR?o181wj--I+Z) z|IPUO_9R{{Ti7R97JuhI+wI+)ryvO(`2|TX%$=nT39AiYw zYu%ZWi1Qq~>)YI^(%lI4Z5kHfy9Nc0TE@2PjGr+J6uY1IY+uAkvGpzSx>+lr-^$dg zBW!ZxmiKcRP#+f{|Jr}Y5J~E81KPJ7K~>f2%)WRrckvPI)OINBCz3^yo@<@!lsajs z4?}U8;;2VHG6;$d&q`ywjy;uHA#XhD*ky9v3}=bW5?hfzG}3l*6OcB3=&Y8ytir3C zc$j3bL)N}FS`pcR=XFC~JZB4G%?&-?@x_$yb}!hrP~J+n>Z;s+W2ArNXBIU0kN1f7 z@E+TxzPI_NqRP11tw{hLd5E1Y3x6h=X{^bh_1^kg9{u3l0uAScR)>KX% zmr@fzLb^>3r?-K4-?fHE%9U<8MOS1t8jhnsIRGldyF=hDROns>&yHw5Ju`a0iL z7gLr$69^fW@I%JQL#h zA~!5LH>HPAaB!S&8^oJ-AX>IJ!vUEDo9)}5i7ywzf8?wrp^U!#9{Lo1OrmvC6zXW0 zjnB`kv<>`UTTl%z*VGTByb|c8u$LVYLihC0%Lw5z=TSduWRA&0uo?rMaeFnZDC>z3 zSAIQ-lpyBDscLo};TE>tM{w|sx7sZuk8 zh`=j9Vl0dO$dBz+y4oIy>51otBuXTs>!`aUkWOU-YJ90E{e4?NbmwGIQ2I?1v>RzY zf1w>Cc}BeNcJwt=`0nCc!L+0DZ4oB!<(Y{(!J@Tiqe4sKf`+!T+^(f|atviua` zM#*WjRDj2QQ%A|$J~`uM_Y3gn!&9%KpCz@6PJ`gIRL9m{}+ zN)1{9x@!8E>iQMbFp8LEW*nzCYhmXSn${a_3k&xn^g;!&nN++z6&+hR<_$^(S?5Q` ztKFQ!yBjG6kn@#_>iIZIoMZ2weV8`#cCmuI(N@c0QW+?OfJVO5}6WiC%r4Qw}!qoK@%f+o^co)(k;0d+2xV z=GKY|IrE}lv-xpMQj1LTgrr?+2Xc>ggF*_8Sg|gL?+fh3?*NdC)V>lnXlkNVF>A z71-C2rMnaTt!C9dHC904vIIwha||NNG6Gh8UxV{mfaxPx^nZY!&V!l3YiK-6kNge7 zJ5T_QFnMSLT0SH{Fc?m<{CL@EBi^Jozo@qNxZSKflo9fNLNwQ{WOXxuJoF&4r0kl@ z(R>dyjfN)IKpFJ>r|tU~H{XU4!z6@(lr2JexGJ)hN5z^t*)f72^oGs>^6-vz?KV|0 z0;qaTX!I$t?1Ol@HE$$C1>K6jNKQ5PrC@(vr-B7IUh>8XOoZ41J}6#maS@$00-8u2 z$QCUUxvqr^MNvA{1m~>sh^PlYwEOyhSg9D5cPMMChE5+WD0m%VHocREKt^9b2Fp0DS?*$uNRpnfFlL_{pfjy(n7nIB0b5Y$q8yd%CvaQ)Bh3sGRe63z|X_@zId11YFCRvlE zve>J;KAU>3b&}B;Ivf_M;)PegWWNAM7i>bnR=kRC-U)ZLp{?*6eZh5T;Jim-t|VnX z?Tw89+Y^(TvyDjR+Dp}>J-m&X#IS~?1=kyi8ki9DGG;3=tZC^RQ=P3stwaO+Y4kN! z-BVS~yzpPb$v1#D=$v0r_T9h)FESJZ?OWY`%ATq5Bz5Egk6_1(cM0@GzkimBMJ&>` zTT>>z@@+BV&cTTMsUBg2@oh3OcQn^c;AB{g7`?@}Bpt9jrNvOFHjtk5Q}BCZERxp& z)^DP{ip8wdi`OdFpL%{q0?Nap!lNJu9B7>3ppr6=#p!U>>Wrhhr^c-|rde6>OtZebr)a(>g9KJh$I$G(468J9`-dS=oC0*X`iI#nSS$~&{4G+L0*1bXA0 zpUYFTL_KAZfZCmv9Y@-(KneXod+D;Fd&_dqpeQM!&XK2X%>=AVenpj1bK}YBVoo7+yg|tSi)Ug&`G*wi~e{!PY;e6EHs8oa! zUSVx3@O8uE@r&qJ01;eX<8+1`ZeMZaIc};u6SqPb`%$#>;$fXY{tu(^!lq4}>l4Rp zlpAYa*zR7TYKnEj=^QfSfF#-c7;b9!dg&RiyyG$RQEq2LepuojiGLpqMJO#-HOyz~CW za>$V&kiWWiO_r@@8gNP2pxi*5g&T}oEe$}Dp`5_ zrwe^QdT}2P!LEwYY+8P@xHCY+&G-UIc!)2cK(-R+5xG6)51eGbX(-&I^S_{2#v0 zUq{|B=fiej@x2v3_leKbn5*DKn?KP61*v$c#Ca8mB`a%~sWZ(3HO(i<_$2k`Rqi`` zK{BZcPJ>V9(o%%e&vjg7}>3_@$Ng^!mJ_8KNrWZi^hlbk+(JBNBKz5e0! z8I5p2Zq(=VqeWk%u5-YDoO$mA@>pKZAiPXqS3W+$&B1u) zPhLG8_53BVG~RR0e>WpBB<2OO;H!edNX+qpX+MGR|g3$0=wYcf z0yix7|MG$V2kNx{2;(tErby=z&U)TdTiYD?}Oie{q?`c$7${_SP)FlV?v~i|GlsFZykEP z$ARF9aJ*oV`41l6f4FKs2*h@E)t0hs|1LiN54YHi@lL#%FfH)2y8VB3)s_x?Kio`% zkwL_(e;1Vehg(F5 z#RcygVly3Q_+Q!9j{xxaG2zPB{;R8o8y>9Ry|0tvzq5XE@c0uD<0!fRt2MJH0p9hz zCKpxw|Cg2dKWm5L;qi+%Gt~T7SN;D>?Vr;aZHNRpbZp zLmpJzL+Zxy9S@K{&pk$ve6a?Meu#p=p>G{%d2pN81+2Vz98JqVzt4b5pccdub%%AD z3M%SG*yn&O`5RzgTwef&hLQgri0nm}!=(_6iqECT(7g;#3pLl?XS}Tepp3Brz!$Ox zb?ZG))i37n)47=~v?=bdJL&Q`9@y**CE5k`I(272rJ|In0rdS^KOBv20F!H%OXM05 zJRSRRr_g3l}V z^=7-}d=s}QZm7}(m#aLBO=gD%?dFQ6kIq&)6{oUj|xKZ}xUgaqneo?bZ!5pPUm1{~^dtqLEUVAZJ ze1%8vOr`Nc(~Jk@yhsJ^pN8bFc(_dkj}=Tb_hde&JRptlx@zvyLgeb3x(9gz$oZnT zcPfX|sc!GidlFLUn?A%7XZNBRoxF`nd$`I#QSa)nTrF$mW|gT^^6CiYIbdH zIk$VKFMJuBZIk?S)o}Ic(b=p`9UxFPINH~u@y-<55b=$*M2ZSAza)&ytr%C)tO3%4 zrb&Z7hVtOz`v*fR-km04mvN2SW(CuUg#XxsK{-a_HapJaH%h)V7W{@8tQ~L1b*6L1aMsHsym{B2%J*^24i* zFe#X$(DoMoB2m7dVm;Z=uTxv;p=pNRdt&vgKw~?WBT_dzH5b1Lvio78i1YYPF1m>T zmZiDtN>`Z$)B@kiy@!FX zOpkGQ{|ag%yqn63V9MNW+(-gam`SQT@g^yUl2pdJpc wvmV}D5IUY3hmxdz`25; zYQdI4f8wssqexMEqfu z=cSwLUi15YKabuGRMUA%*zn@?P@m@ufGj}oiD}k+_o|GEn#yeh_=g&(SlUiz9GBVc zb(Cw&pm~~oawR1Ogg$KU@vr)-WfyrgVtzKQ;#y29EjF=#mFN#Xt#69$`;};|F-2{% zf`Wj-FZNJ4tql{p>b9!*^VWK6I6ZVz%@9p_-W!QEWITh#syZcczPi{juPQe0vJyQo zo|!sd5=Q%>t%frxR>M5^*%K~-fdVwesDca<&FI?~(_d^$Pc)|j`$+0Urn{r7-xt0& z)%Iw8%yIKfLHO3OD2gHNZBxNl4sJV4Tq^`q%(U@aL{zjog@ZFOyc^IF(lAM2Kw6;9 zu9-5;MC2a&yt4T*^2a{#ubk4kR_v3TVXQ|b5z??5!IO4SBHFnb$G4)RR{wcY9Y z1C~H3=WKazj3ME&RF4s;;i>NWT>#~G+>*9oxI}%hD>I&4<4>{h#x?(2L)DHIQxkvC zlP0vK{v(ueyMUp^EK~scUBaeU!m(538#>7z(b5z>q_-Sn$R`ZLY+3T+4J2^Iaj2K{ zru%F1x2+c6^QOB~X1z#vhLPBI<<0zM+~+;Lge*TvyUw1jvY=jkIKxP%y9X)_-|7am zgW;7g4)#+edO}SzeBpa87#+@LJ%rFds@H= zYv|OWSd22jUJs8*Rnc`Rn|XmkE7n@r+1i9PEjSd(d>UJ_o3wdI&WywJBAk?BASZ$_Eaa~jKf&9JA|nek~0khMs zZ^(?XDQJ{RNq}gLnD>c|5+e?gd9F8};qAtn&I()c`)c9Wk?G2LtDcO-BxX)7Wz$xx zHEIYd%|4O47jYaXtUP5iW=^Q52tFNeBwg7}=L+(0$i;MSxxYSJ?U+zAS)U-8l;}$1BHg~@| z&L#J%b4IvF!2*!?{Zh|zq7^i~4bI5y&1OR6XH&cJ`Be^yqXhD*o>=iyT;dXa*nJ-j zp=2|&r7HZDn$sZ>iN+riA`BIrcOI1Kjm~(s8Rb|{5YKJw6?-|$HZr5E&S!OLeqE>G zW#neGZwBS4OzB#Xv?#2M!Tov{)Gxux+?t(m^zJ$(aGZO&&`N>Q6B?l4GoLDcOh;yk zwiwU}muE#SCfE4=JW7fl7#;M6NBY9RqQo~n+FhBDRobqzISkvNAjUFg>W=8h z;3*RJasBb&Zd-(Wt>cyL^QxVKC=~c6X!F}Wi%=jets!amHM28Jvg>@cOqo3%>w^}G z>DXRMqxU?XVcCy7&f*x=k7gwH8+^T1f_!AFRf6l>J^ zGp^Imm&Kz^><|N=L^+l{))@g)G>^QrkmO0&q#?>N=SQ)RCps;ChPvD zJg<>D+Qo}8rhd+X(~}`~j%(I()Z#$SACp?D{5KS2KtqV8$11_W-xMC3l(|JZ)cv07 zIiiD>xWu}so7}C4PzX`LDr?zc;*=Ay!r=cD)HIGCPSjDJ3^M&yjI71$(_#&HN_KdYtFb zCj{Ak*7u^b$Sq-KJRa!!Lt~RHgal@nRc!kmvo=lh{H_!vd!iC&+_yyzj!6cv+|Htk zQ>7!+umlLXEJ@07i2bF!>u-Ec*|r)k?K9pMc1`Qd(HZbt6eK-O1#=v*%!5Fp%ClId zq00U00!t6fD4zxJKBjFy|5{7*Z1N%9S9|tF5Aijl*US;>=@0wT$_VG zRjah?>1OES2%$e!RTf#~paPoKuD36(uCuNDIUvy^ixQGnHGVEp%h`-z>Cl3T$rH!n z3XAljQU|Msu_+k_=9=QtCnJ!urkL^S9PQBx1P#wWyookC4HU`WDj->fn-SR%ozFJa z<=u%rWdaB^L4$a>-K`QA?`DhE15{n4uDwRbWX!rK%FE6Z zGimvMZ4p@9Q;-x2TAW~~BxI-v$=y;4hcx_P%C~u6m%bdUM7*X=seDR|6<_untI~oN zl4j*E{_UrMv|!#$Q3VfqT@_eNlri$x3uWhycl9Y#nkZl;^^dM(>U*35ulnjzZ-deB zPR+#(CLJmNp)vPXdq5y*>m|QAj3X<>VutkUH4nTIQ>Lu^fcx8ggiF)eQMUN9b6Z(4 zBQN5OcZa+z)Wl42gGVD(k?LSIB}kMZdmUTR6Y7KXPl|4CK(%+W)5PJVb;GF&vtImU z{kx}p*Wjgl7SBRozf76?4TQh9o+{hNtWcGJ=iiPa$H_lx9FfTqO|ndZGED*YS)Pe{ zuFrza!}Zj@JIi61ta=C}C!Z>x=1X46WwT`(pJcuGybp>Ng1Y#S%d;e|Ma6Gyp3H#B zT@9p8*GP;)4EdEtIIE4<34|C_*FL zb0$?SI|*i?8xi57L>{}J)o@90Q#h!6k=JXOFBe~bihVJ=lKbSQ^R9(P#^_2V8MKAz zC$h5=@U`P5b<-K1JaT7gzGS#KPS#DrUW%N*#BVbK%-@Ae+Q^nDOwyFHsGkT!W%}Rh zbE~^MSAu>jju@?nYY6LKeIdZaXLyZB&GMUS@u$RH-flR9+Yg(ktcPeD0}(O0c@3`> z)UR7T<=j)vnGYB<^7=9uilKrbjYlZ^pJoIXDp!7|3)X`$i$ZEu&G zQd!kxRYhv_>p!e1POzr5*j^>Vs7;Tf&k3GTHHtExQYVJtG({an3-m%IG#hhIL+TA+ zF4C^1yUdp{+kKv>QZ*e{lrv`vN5R|amGl?OKf+F(6KSjQyb|nXdQ>y~mvAl6-({Ok z`szY+3S%|g1J|j~KR`uNX!%vNha?u&>Tr5LP7s@(Mtc~Xvh}Mv5SQnVxfS&|+@4OJ z2lZ_gv!)D?ccupG#mQoJQ6v9JtM93#yJn_6rI{#N-;QyX1B+-vrf`0UE{LVq<4pTo8ye^%6tYDRXChkg*c+9*C2Xdw1sk_NZATOL!ja`2d!>o ziNUR67Oi5RF`OAvfNxStFXxFl-MdqxqT9o5JQQIPEy8*NzZ3-{iN4z6ucSArBK+Nyc()M^vWn zB-!v8{qk1juGM`YrF{1Jh-Ercub5$0snNl+L$(O{EP>d(VgUq_-d77ebrLF8jjjF$ zvbvBLdYZCZ`z38?cLKYnU(xv|hQrJB*U`DC?P}ZR#WSCw_{Da#mU5Q*M7 zjgdQM>4=O)($RD(SiZ6J6zoX15q~d4FQizkD~b~oq{*lwDypS57fp&vt#_L?jow+E-H4`I{+`MiK6m0 z=)w36Cr+HREHevSkzJXeqKsYV=07@Uh=(r+PLab$atS+W9cGmopj-5sViLPkFh76=|&FZ z^`LQOlenol?&PMlJLHi0lu8D~fE*9&!DyY~s?f8^Y&UBSv)o-OTd?yanoE90;G(x? zZZ%;d<-@6;^Q%A6sp|F5vd#SAk8P>>`N^m8#MhAT zzUR!JsZvOu@j0wvg!A?WKmrED`$adyEBr>dBHlhc(4(Dj*rTWMOcW{_A_cOB)VPuF zUb2;{+f7qCfkqzgYnLO3mwV_Yn(wwAmof?xx^#!OvRLJBmOUmLdXc#vavT$gLe*r4 zzY=G#!Wc!QlY4c9f~xWUN!kFe&>L1yyNa?Mz(9dMa58@|)5x zy68~x$y1__Hd$4WO=t<*j|63tG`?7IS;;Qu9giOX&uh9D=j0Lc0cu|=U+?43#0FjxAdrbt2@~x{Q=@67vr_K}skbNI zQ!LCNM&g1A{F*^7i>_p*Ez6#g3AXX34YRzKpVxP`BaWVK$Q){HQkSAh78wx$GcX#( z==GLrsOVX8Z3dJIh_hytgHyZXN36TqVL~y{n(Pn_zncU|#F<(nl2R1)69huo8`f*` z{W!MXe=%%PlO^jmfn5q z&Ma)oEPk_CZ{N2Yn_1j)3vr98<&#e=6_bVneoA zDe=zOlijsCjU$ijE9L}%iX`d0M?_V>L$CoU2w$o2`XP~ClIs8sU4b|Wd9 zgE?!ym;#M5o?c3{7joqArAnV!GV#PMCzHL?kndR2KaVnoxwwu=t(f*8+lV!OY#x54 zN`)N9u1MyHHYj#C^#YWfV$a+dly#@y&jd*wh$S+IwVz;DEis`fz8T$k;U@Bl0ySD| zRG-SjRULyn3?wDe~NXAlUtFYWzl~474R;^ zfao-*rCyFY_w0*W>6rw%TV8{y%bEXC_XN?l?@AiVZdK=A3q>7|=*%bv^9~j=>eOZ6 z*VHP*ov~cKh_z!iLFvkTJmD9Lv)1pfAS9d*E{Sq4i3PR#3%a_%pre7aVz5gTZqA%* z(%`1PUYfOFcpYiGZ?Bukyj{Lu{j>2Mif|8qmIvnsXY(REZhN(iPEzOoA8G2 z+cJaiL{W!Q4Y5kr>Yg1N-;Wq9(3MUGHfEm>l373n#cHG6m^_X{gGqBG*LtiGO+h;A zuDczNpM0vcWl98sfe|j9RKc*d<^a#|vxiTFf80B;(n5!KT^M#Pr^y^WO+^{BJu59p zSGGxaDi^NsnKr*E;;lpf1aO4XmtWDNqlQIsIMpMR|E_35Q*xZhEPQb7gDhcHU!%@r zy45;ZpKcatckF1Y3o88KPP7RZRQ2&c_~Dl&9ykZe`!`1FB?EOIH|{|=B1e5`5lVZj zjVdgc5M@7lKpt}DiDe!9irYFV?8k4AS;S)M-#5NCkpEnxdG+a}vNzz4z@dJn8gaBr z$$J0}pKSW+rf*L3rRZkzIO+{m6cTEhtZ%QlC2qj31dSWgYj$jY8>2Vj(3dY+R7k(4 zpcl6xBVeXW9wT1n2)IUhF24@*D917(#vJ1jn@%TB=Slp-trC;qA#oSi7=b2Pv?Xb9 z_n>FF`t~z3eDp~r;DT9LT!)5osoWj9A} zv@A}$SG~{Yo!t>kf6K^?bo6G#Uy;@ag+g^YX=SDqTNrF49e`!NqpD$YlBF{IopSy- z_N3H+{p_WMuD+{%le#;t8*_8{;1Nwknmq~O3(_r8crC+lf;h&f49-ZC7%M{hV{Dr z6QjShKB6Lf7RQtg3@A}1mxJmt92Y(8wCnk$xXYRl%U_Mrm8-ey@2NChis?L;X-_pT zOlDPTbd0WJ^;ILhr&%lK^dI(9&P6t&R`=4g*RqNBIwyB>xnM^HfQHJi@@JDAFpV4w zb>J!BdeQP&ERNzo_z7c_0cU&^Eg^x^mYD>O86+L`NSLOw%}SjsH&|X;k%99+oLzJ# zypcwoW@|QXW0aWr({-h7b^3LCfbN=-(PqL&%Wcw(|5t0?ww zc|0x-o)Hvkn~f@KHx3-p?{xi&(tMH`fw?vcC~C2l!krUr`|+_7*-&PM7$~P<7hEqt z#cXlkuXXmP4<&bU$3#bCu4>4CkdTgI zXdTv%Ddh1efkg;I&%;mYG!*jSP6qQf1Wd~VjbQCU=aerid1d z1MbR{ioD5ucKU-WK>mw|!8^k~;`|)R11ywGv8VxmYFRj^-$O`UEtKu`Y zF>{0sbPBDG&Yb&4hy=;EvugT~!brb}<^IAmXaQMyvU=WhN+t3ZpoL5YM3{btL&gVlx2a079egRV3^;#%&ZT<<@vbzt`r=mYY zbQxuLGSd$8j>TKIRA;y=N>t9!Ta`0Q_VXWMY|mlO)yr263k9=x2qM+#b%PalJpW|m zLC87p|71wkF;-2r-uoFv_Ga&#f6|61PM~G&$X==aEn||s^AqGtLitjNbT_A?8?sG2 z@TrRn^m+Q&OC9?um0}0Mq(dEVEdw3hje$zAp~h-7{#5u=`pV1bR;@7kyFh|l(P88} zacYQ%il~NQ1W|8-<32kEWEEbp| z6gFP%2oc!*w2iXxl^OUZYgCOL>L0>2)9sBJiKJa+EVkMe=Ij`ub{N)%LCvH$9JiHe zCwM;R;91Le$Es$~%&yn!`{t}YQpagrc^+T}_SOi}`#c1;8Jk?=lo2d1sn-bU=S?rx zI|#o`7Ha5PHFoFxiM7dM2^_%ugGPZ1!^gYNFgwJggc}YrPzn%cMlD3nEpA5C4LGS%PU_ zKEQRnE;G-V@OmN&!ERDr@ODIo*>!qJ;?}RMbc%ERz0)m*Wlp5N!t}grW^OI9RAYT} z3;f*_huWW>$k69jT(D)$TU;)#yT~<5O$;lVczqHo{Yx1?q zuRq30u^sU*8gbucl)8_IPSNa3S$^E95l4?p(ZBLuxQ32wHYjLni?f1#p2@wzyiVGT zyQ~cB_Sfjpj^s4&+lJK!xx`mqn@WlDAFOF13Hqv~_WAkA!PBW#4^FYGQJ{7G@kJtl z?kfBohz+!CbeB$zXvC{}4O5AWeMp6jPX%>j&@blgYSOQhvYCX@UKytj+)bRxtnpf1 zQ*Q@_YShuW3Aqbq&2jwY6)zU_8#Nig;D&xxSY$H0?^`^qhaWbt%wTCBZaJ;$RDKz_ zDCFCW^8}%Q6uy=6sX*OpEvjx?^Ka*PT}ub;@wCgUMt1r<);SsX5gK9eeJY_d=ZRH1 z-x*3l-Y|bB$LhY~EGf@M7QN7eRcP5Wq#?6{0N+dRE_bu^DZJ55o)Q^zYaHF zQh7ESXH!6Z)=uv4X+oW7qY98rasy)Wx>E9m#C|=D`S%b0Ztgn4Xx%?-U8~fs$dhE= zWi`Ya9KGkq-I_KHm8m9%#Ht&Hl)|w0`TkXc;~VtbYV~hV8tVrfBB%sFyLfWQ(2d_@ z<-;1-c!U}bjc}mSIaCqjK_*r2*z%^h8->Upw6BUF1=@1iha49?iQ-w3y;^x+`BhJ!iB{3uj37IvY!l*KRJ5u>|61-OrP{!fu-@t)84kiUN;I? z`%JlKnlo}{*=FQo2sE&?IZ2Y4;F3bA z1C+M$^3T#c9vAgg$yIX|kOXsJ<1(NKa@#j(@V87KcPS<>89`Milgl$fl$ELUjDgsy zI~4ED)wXX4&sQS&TiFm=+R0p8g52X9zCuOl?#x}W{|LvEa@(nA8| z)!A=)uSzxev0e2~1=c+sfk2>!2r|{ed=uT#G&X8W9s>?&b07`QF1@h-radK03~X4en92lz!X!E9pfR=6pXv>R zi;iCIah-}=g)p)Neu8wjg0siGwNc&H5904uQ)A0n!k7juu4}0Lp?^G0dZABbB z)B$Q{N-+1nh0*9%9VB+(oQ?qJRQY&x#_V~?%=wGjC54{ENV%S{3Q$3v`A~=w92-EW z(V+#_2$rBF$mm8fX!jw$>n@LZ70r@XuHerw9-e8}`)4?lgG+f^GsdR;Dn>+Yml1W) z=rKpWP5z~^k@RwQsf1iY0g6!*=b%E$=!+ElmWYdqd=Dj`SwAo3a(N zdck)u3uxBXH1t$HMp7lFY|+&z7rSm~6?da)fNS<5)mP7qTiHz22==z_G~y&c6`EjNLeB5HmI!rS$7m}q@JK9;6?pZ%NI5Wh?ayutk7wgGenjWlj_JKV1iLqfm$_9fNLPngLZGc8fkV%2pyrn>hlkQ=`wr#J zcSDPby9&tg-kkNuytLl=1%n_9C4gH6-W_6|aWMx@|eG4|O9vr7^ z`@BV*n#@5LM#UDhO>rwVV-4!NHj$5}I>f=_58|IE&N;Tr6aGEWR=Mgn$ z5WLH``Cj03AluW#P}2h+K=p36MuVuZ^kNeUVm9^34V2=A(%#gW5Rb=td`MeJgN`xIXDN$34a%-2E0 z$>!Y6{;bl;sbxFH{M^&es2(Th**w9t8g+a9T0~sV>f=D(VF|`>WpeYI|E=8J68&t` zcx2UUx7r!K(z5hj+e(}zj>AmJOry>W(e%aeOlpiSHK0f3$N;#}A*O9X%y>~8EORc# znGnw6eg#iCT;JFnJr6ukmwpsj!bDL)iu2cwcog<0kJ-iQSlOe#ZnLmplw5JK^iEe0 z;sLRyHlJp3&Yta93a{#(N+k3kc8DnH0>Cc2KL zu)@2Mmdx4r)hvQ}NY+7&Ra;K;UjI>jd-@j+KjWCR7B>;zadi6_lbrzusOO=1& zyX=5K-GbY0O)_Mr$D6x4eslITxXKGF>p`J+bMDo26kS{)v*s0zzW8PVOemhyuqYfa zUK@N~w-zB&3+D5ThMpN1r-62-AuvA2+8T5K(kV+O7DWZlTR!&z_}O7tX%}&baBp7@ zC;U~S;Bg_}OtJ)ydS=+lLodwg(Ek?P`}jNvcMISAmD2LaCy9oK7_5c|Nbq#-_4_?(v<*PxnPwZPDuIDL}QH2Lo=m zz{s_26>X>S+A?!`U7XMTpd+hsNG+z6OZydi-6Y}T;`*cS-jhd-w}8kqpC&pkd+g}o zX@N$2`{8yVWm3%mb#c$K{;<gGZ1_S@!vccwOrh<~c`$*I_$BZdcU0F)0664(9m zK%vDAb_A7(LxJP|)i|}4p`82IpVlWljX1q-T)K)19>77@z8|CwAzAQw8-^1LlPI>r zhE4r!eZRREJx0OcN}WoXRC8}y*fah=3ofgu&R`i#7Wo_gAWQv4q_9lQRzVz7V`@I($;_%@Is{gmH4nm1 z|KiAb0u8T-u#KD+BYz^u0VYkErWIf$?t#B?3=M|?CiGS`Hqre>-K0EoOt>~YYdQ_%d-I2T6Z=mCVN&JUd&UDyJC99PmB zZ}3Wg5)zff-o4FT@63E{)Ri|2n3RhT7_u5V3)>ikz8(L}<%gW6Yi#@((&^K=j$;Zn_Ma{qz-euBdJgf3EQSqk%V>PnDPHXiMxJ z*S^D5^vSE^03zQ9T}IRR;Ly7gi*Vb7;HO)fAJDgLM$Zugy^zv%rVDA!+O8`Q#z>|I z0)=>LNoT(PAo09b`+wMb>$t48bq!QS2~j|#C8VXpAU;Y$q!pyQySqL_3F!{$MnJlx zrAxZIyQJeI?wD(zwa?n;oO{;3|K8vE&$X!e%{k^6@B6$@{20f9FF%UFe4=ID4A$dL zQ7hn@{s3EK&!dy@Yh3m$ENPjf^Rb5OmF|isjvk+$Uz9xiRFd)lwL3xd=r*Cy`wGZ3 zUIW`hD!w4}br6T_k;nrxcaQ-OuVipBY+hLPkz45jH-=YuPqD6}T%_Fb2G<#kYbKIJ+Q!2=fNPocM|RT4(5m6X zZ3OCek>O;Ez6)Lj6EKnrt_XHu4$;}Mn0@Zh^A}x(XZ54l%oNOwxNeC6s)pn`>kr6YC;#1Q|KzCC!;!)9fn73os5n~vWDgZ(;FudmxJA{jXM1 z1CUnGHP1dZWag7K$qZS%P13&#igZANFV{eT1d95sP6E%R|F+0yO@FsI2Oe)t$@)kK zp)QJ*j!!V+6fjW8mmZwd)Hq)q!8EUaM=N+;61qDqCu5JV>1OSeXMMe;c~iY`ix*^u zAtWU^uoav>MZl)HPJpA-MLnZ?IJ5(VJ=SK^A5>!wf2H;ftye@?lU)rfY$c`+Gg;wm z-|ZP$uxit=k8p!bS~r&95eU$|Z%LcD^tRRWb2pos*ug)LB-|FT&DTf;I47`z*a`$&eu(m675;W2|0JgQqTngLkSQ57EjdT9csT zK?Dzyiz`3aNv1 zeHf$V8$^MWw2(;>3>+)dpaj{X6@Y{76vo~DVEOCa$eFZ9uf!_Lf4n8&rD;?0JgeJt zFD&+dH9gUFm!VgNdlPa{yWBi31c%o3&FRf`^4{-Kig2`NMOv~I zfl31*8j>2kpaz78OEh^HA5*g+6D@Av^;j;9XtJ^sIcL57=Ij-dad%LyHJtrRrWv8q z0+k*$-JBLuH)GU-y3 zhZ7G2Ieu<@ob<}A0W+8LDEz+}j+LXXK!Ql|hv1U<-?tU<-prdZr4umQkLP4fbAz_a zsgu{7m$vTBT%;X^(6-TzyQUYitZT^0o&#Hh-|j-Q zYpI{9C5LuxDTe1SGst|JlU;s!IYbjQ%wM(;x`F-Ve8$tuV}(c;*}Aq{7&gFg=D>T^ zZe^|5aSH6bPWd;+@_`k^LVjCSbg}{;fi61djCC6LS>?_&s*ATrVt$cBX!n~p@K$7o zu>`eD{SMNuv8CSNReHX}2n9gzONZ(Jk}su?iC;|`rSnY~4IMkPt_ji}ix8)g4Upky z6ON55cUVk>mTds8RWD52Lk0FNy*^5t{IsP&XD2jct%F(lD2=aZ{60!)U`_djcs*MU z=Arpl>=1Iz{oS-Yi(#C;awW%^Z8Bm5E=4}jP#8qgzK4;g0{I0ig3 z9*P?~x*MGI{dGHj1!=Zked=+9H(6fI--Xu7mAE7FrQr9nbRltH-svd&>+?0(wO82& zRo$u+z%3E)YPPksu$MuNV$UgHb-_mX4#n6ytW!>K^Y!<%DAQE65;}`6VnCY=mFmwatgoagU9Y+4gI*dQi$h5$&Ak!fa7?$@~Sn`;>c*G~yTGfH=N+zbU zz5O|3Cu+-PcrpO5;lsJk&JSpD9PJ9%kUJ^b4^JjTg@E^g#7(H*1;ru>(|fjY5jl>9 zpBZy>HHp^Y3wo5(hHp8|$rHRYJgu~Lf!~U|!(;0ZhgT=Ylm=Mvr29Y_GRCxES?gHp1D zuY9)L4g_2*VwdmZ3&w=*@pI>}1eiD*7EiHEM@e?{{g!(?X?Kr)Rb$ud%6LcMZb3;s zT3<=}xcqmLu7i|^;oo=<{D=qtpd&dX_f$sB*^k$C2wi27=mv|;a@d5VbDn-x#ac}0 zGqYlW&H5&L;To8IiHP)O5~SNH;L-ipZPFXE6Y@T4KQBUH8De~%WR(n%#0w9^&3?!E z_86c2rfh>fBtno27<2yoa3OVogGCdW(wAXaHXz+Lsml{bbu-t}B^Y4v`}eidnR- zz%(|&Mm@J4`M|1Qk0gbi@253h_)#g^O{Z-lMUWfClVBNCTFhR}w*~smsTc9)7btLh zt&ReggeU7XE8gPcMemYG=Dz{11hB5KoG6aCDCx(in3N?n9*WxUn0>5jT6tx>{glCU zz*5RxqIiX;X7St%hSMd)uaJ*BcB}p;8iu!Sdn2)Zy~XI_ zbEJRzL-UP_T9;D?FJVHO=nsFzU0X>)FYil1(g)#PUy3S4GQcPGv+4Ynq6mmwxAQ`|QDRiXOH z`*-(NvaL+K^cfBbET@q14JyfNXB(5D6<$?4DYN{U@ z)B9gn64NYS%~90!tqyGOac}cQdOy1pNOnL$^nPu{os>^V*(cy=CCLCI%>))&yJPg% zJ~j_RisbJ;PFkzs><1Y|Q>go5v0($e82zDV6?b0PEO-32NwziTCR77{oMnxlM?Ut* zKEEV*hx1UQ?1$b;&r-V{wKLm~HH2<{xYt(K?p>;Fb;2lb`k{3MkXE^zlrRV#?)hDM0!Pjzg1yZVea^Yn+qL~6-g0D5o@#7fusU}KGl?7*yx2ai zSdzpCQa`^VeVF1my4MivMv;9I+b+Y9%qdXrJQ5ac<+_OD0-Q?YdIfdCA(AQ;gNv8_ z7{_P)2>+7@m{1f2CK=!-=p&x7rUYeM9PAueWLU(=d?v)ONr?J~@z?2T*I*~_B-=W$ z6N;9AD<+QXEa~)#jouC?K@n3i=N8kn+s>%RUh#$7gI8YLBQy|~v(Hw*T3x8;pxbn> zlcg1->_C2o)MzsG-7DqqBpMNiIPQ5RhMh2n@6Ef-Jbp^7AjV*ti<-52v%6F+qF%9s z!GZ62Sq&S>PW^wXxsNpOc2yQ1Yt~iE+9*se5QptOp;(S()4k~EI#o&mphH?8FLI3_ zaED9e7mPxM1bsGfZe~7Yb6B57)ogqC&OxDoLVZb;YIgWVKIH-T1hwM5VsRpP>UKV7 zX!%7N?El7YcT?*uE7yJ{Aj}G3BP?{md8ZF1m=`#egfavU-8K#3@c}Q&Mg35WEW0N@* zGjEwH9j2nR@W6`cgWhbwXynytH#k#vvEneU{8B--OJ)ohoz59?TyqhmMsu`z;R2C3|=L#JBRoVP$Zv~UKb|^YXoY4$@MZ!=9P&wO5pjxQ`bo@bI!A{%hyJ^u$ zubMGQP+to@>jR+1ndJij@EQk49jd4aKRco!o{4F=)aTG?L2cjl2KKxh^;^z^VzgE1 z!Q5RWKp4FXYD61gdip~ZNW^CV=DUJ&t7fMnzDSk?3O&5ZXD`yFre0V)NEo6w;PorJ zSTvdj$QW=kBUxjv*=BG5c&BcQs)@N>kcA`Otlc~VL6yK#Enb^AJ(X6!osripQ+hq5X{kizeS+g-*ReA`iwQ5Y&janWDzK4?Cpjyl7ByX)nn$XCEa985;tIr=Ubq+Esme}Aq zfVW%bavhO;*}`%Xo|t&F1#IP<$j%o+g)oex+;1&}00fG^$(NMRT0ik#v~l+Kf>v0=1UL+!V~Em+nUCvp*l&K= zle|x<{#FmSGbCM&a+%*l5c>OQbM(QSs}prJFq(mQHUd~~Q@uJP3m)}vMe2o=r(LM9 zrtukR<+rHYtYmE|4288N0RHHi1`h7q=1=<`6-eP9Fmvx^)DOQV7V)~TKkcm%iI2hA zwGRSxj&w|ictKDuoLGn~e#UP2;d$WeuxtIX_yu3xhikL}Dc=l*2O%P6-y2gD3b~rC z_zDv2a~)AI?wquhq^Z*Mok6$cf(R6Kc=+A+Y3M;jFT3(fd%0)%ik-j4gtuyjE7)%9 z)#Qcs4gTjO>rmckb zB9{g4GiLxdrJG%$fmF;yhbB}B&gZ*B1MQu^v_jB`ifA52m_D$O^+W3iHDY^VoWU9y z(&ScQ!)z(t{T`KQUxhiyx@L2K94^~0>h;KQf7wal3JKEi-HA&hw3^~M%?4P z1MK@m8y+wCGZa`wzJ8vOL)OGmL!Y$OGoO&#E`-UuyaP3Kr;nK)T*`2*;5_P^KDioN7>`gRLd^t1X@b+Xg+xoeQ4JUIZ!E9z8kD zSv)lWDM8tk*nuc7bni({ay#g>p*vNIs;~NG%Usgo?`KKVq-^K=I9$XFYs_mL%@H8E z=cbTlfuotMLF7y~O9Nvkk?6%s;Rfx>N7Ax`J~gj5l9#NOWE^@PJrpX?$2V^~%j_D% zD*N=9*qak~#Wjr6>zpK7|K7xl*2QR5i~U~1%{b09XN=`OJ<<2DkvR= zR@U&G^zP}^Oo?*U{L_8~EMfsDJLYZVr;@kk=ZCRAvmy^l-i?0G zNa9>V^r9`BG32)fFln$x)2HJ$r1&I;$9-eBo|guhwwafYC}0>Wmd+7L4dAykz_gL? zYj;Z$7jc)<`;Ua=9-y5^Zdm_fYd;f<2KM=gV6<;agr&M(7u`Umht|eAC!N@CCr~i# zkltm(zz|Z+Dv`6+kut&&&5XMido6z`(MnB2cA8%|mhvItjhshbo3bg2{FEl!{d33h z+rk7*0BK?1e{J=0l>b||G-wsLcMQ&%fjV(7&|sk-xR^|bC-HnQ=N~lL@}-%{jM3Ok zWMVX-PtQGO>dspytx4VxEuGK(M%L9N;9&1yI+roE!q8OTyS07&z;Og`MP!O$?kS6S zv%PsWJE{Hb&}P5`&OBwOFH6ONFE*_B+Rh?Z!s--XHsGj1Y`22+dgIAd3g@P+KOTut zVlHRQJtAjxlDHL3Uy>IL0lbEPDTYCh+k=cue8(#ocCnr=@3IF1H~D7Zh@CZ|nSGLn z^*7Gr+P>#ARbH*sdPcP02zj~5vsb=`2#ns2OYSNl0#Au?&t5y{i5`Zwnf^S5}=qJqEE|7?M-2kxuSeT z4kLd-g>DO_%%F~Q2uub2SQ)dv8`}|vrAnkd{;=_*FTda{_I*qp6wB;{W-zRQXOC9mREEb*dbDgyeo7>@*zuaPNwfQbdtd-I_QtZz7;!!E=5JMVHyqdpn^`s+NO z^={mopAH{iJxt`~48@v{kEDDP_qGb%s;ih{y=6FJ%vZ^z@(E{_XYuHbyf}8|G~rQ=SKl87qj%+sk#4UQvcWY_kZ#udkzC$Scwx7<46C4 z^-~Jj)1o;zq6)Zsa48P1M633K`F?{fm`;f7y4U=*Rr|}Y_Co!IcU@#Fl)`-XEU6!4 znXQ20TX`3pL#8JAYTIxZj0zn1!GBFfTV}Iw z;`AmCR&KgATMbFsnFXs6XT0#myV zNcZ*kMy@kNIkc3$AB>WTi@rC_p0rDJ0Tv0*G)~YNi#|@7sH*WJ!p0{W{=SR%ii%* zKmaUf3@_Q;J0zH}ZB`E8r*jHKlvQ9c;&ab~Q4aIoQ+-x>4mQpo$D^uObKuOMN7=St z``V<*ko<}ywwJA)_?kr|SYb#uYZ(RtxXQb7N7t+eHS7jNf;%@9zR7WBcd13y=bX0< zqQgIqQY{CiORnD$??BaZ4|_M`F2q65UVLI%JK(tjdUVy;Hj6TRPvA~n4LBL2h8F-s z2Oq&I_(1f0L<-^zklC{Dww!Yry>pauHCh?ULXu0++!>8Hpqc}Wh+*{%rhP+F9Z;B9 z`k`Pt-Zu=Ihy0VDaM@&N>V-<(O!UD=t>^wLHDl)%$(PL8+levC285?zs&t{AqCXKr z#y^{A(?z!%CQ3>tq0q^z&`#=pG>|j~;>34X!2n(SOrcd6+&^`Bo1X7(pn)OvZ4PMg z6hM-i^L&?eCDwjz;gM+JDEFHIB*LnMT{4$!oUIm;C3+@F2>s2H3NKim7bmS!uEcE<(2Yc2(rxGyKKoB z!ytlcSRYjWnW7@*yi#bPF?t|)k#6JFmQ8W-P@bM7ErgN+uVKiXaVoxe<*z1z0x=Y< ztOge~IG3?Xc51-8$(_S&oK^HkI4B*n$0%VtWf8hj5Gi76>jJb*n~qb7pp>mEXg~Az z1C^<%=r?8sTWscIK*B<|1eA3ZW9mvUiFazJkfwG}rg+{$H3Aiz$YckLHGKM1m#90< zn{9uN@0SGM&VZrA`G?~&)mVWBYT^yHgBJF6;O}(Mq^Du}UV>tx#+v__s?8E2DNFfPy%mulyi zuZ&9gg_9MZq8u2{isqc)cPk19PiT&;ke@5q4_C0zof*&OkYPBFNB5wxktZ$><9SNX{}v| zQ1~LWInJGSxPC1Dv@IUUwR(_Lh#=b805q))L{sfpW&_>1jw>hbMxJkrlixn!RZytT zWm8$LE#xWWxEtmetq7E!3GnAUR*Z{E6kV9?LPJ?nhwjwQ(Pds7%#;hFWd3|3khKw@ zxbU8W_dBmoH-mbbq4%P44n7rvU&49p{H+O{?UI|0Y>%MJvqW3bZFY@Hb|qjV9)-z1 z;?=9Z3Ia+j!Y|f5?k21ER8raDwI0TbdSh%mcU~cdvFJ*DdDpBJ{qRwD?8nevud|0@ zpKW976W4}C1ZPc%Q_5%q7)!q3??I-qLrGb~60sR&LOU%j2kifJG4%8d0%ved+2y$c zMWQo#f;;5+zEmUfJ;@vON;umN$h#fD1iQGw=lLo$!6y6dh4JnoKS6&dZTDQ;WZZ_-#?D~cysP@l_QZeOm2B-J>GYU1-_5o z?zll9>EqDFp}g{h`hd8i63~n~`ZCf1Di(GhjmIn2E(|RPd}F|DQjW*sw%%`P_a#+% z8>ytA1;z~>QJRlkZzn&OyjbAPuje@ghjJs3YES?#Eu&ou#^Nn~ z!EiLpFNwsQ>kxGUF-Lb&a&wJ{8MW;zYVwf$Rg6gJeDS5au|+q!KVpkhP4J@Ev3?2P z`ghMen!RtLWghZnicidnUZ?Lw@+>eMJAqfv0a%aJP0PlpE_rqUr=nDMvdr;h8cpG` zam}ceN1k~(Q0YI7Ty;iX z`)Dbyu$?4HhZQQj7GL)VVz+kQF;4s0zn9kV8X+@B8M1yDfOG^vWCqEYQ?r>d)OI>) zl!LTFuOWIhD{+t5eFE|~zy~NXziKsZwvm84`o(33uShu~a|E1d%&O^AT_AN;7Wu`# z+o2q4He)X}D$3(vrc}U~$&aZ&Qg60?y5U7u@>Vl&i_@r=dy7$;H!QdzG#V5Em7BSF z)gbVUs#fj%AJ4Pth|s$C^*AoZPmlvLcC!k4QX=;!fuA3@t#USfxyG5?faF4J%%3u@ z)m_^N4ZUK9*NET?YIg%$#rm9$d>I3qk|sP!nSW*0TQh+~frSS*(vM2m;d%=eUpy2@ z+s3r-GUAc`mQ)HU!ng7pk#I7dO8riJGWFLgvl?y7yO?AmwY7gjMru zQ}L=CiUPKW2%c*ffE~~Wh1AUwvH}10hURcPx3y(}F2E@bnfOULfmi&c))SOvK*@a4 zF!aUm8d$d!HOjc!06_X;B$1Or1~MWh!J~;!u|gqf@c8|i?93DUGfslFzSqzxgu^hj zG$3a7Txii?snXmVR5t{lnG|@~l?+B0NKP%?w^ZRzKSnGCAWPVV>(^eqT1|57tc~96Zo%zum%d zOmOzTP%ktdc!P84aGE-~18e;+@TJYoyg~=B&qLt~ng?y?VzKP3sp?#SUg^fW@*|Zw4SQAG>(RixsP*0H9y{ES?t%k?EqLj`XTkUbZcBSB0mazk-f+@bCZp>weM zPgs1cpP%aPZQz{872|JV_7LQ~gL9gufFg68towSOIVY{`N=m$?@29T?GQd2{Kf@XXkmgH^5$uHE7i9zllmo*6a z@{nn-B?!wv)|@sIY93d|*W7!?c;-=$&|Q_^`b5ODuW|$oqOM_hK5@dzMA{}WY%^z`k@Ju+(HX7DgP9!xm&Vl1n61h{J^Mf!EEn)`afB_^4-*T3YPlS1Rv3Rwm|~ zYhl|(zJ`tFS3)ZAMK%4`OaUPT9OczZIL^A9rgmw3hWOV8$*zFc`J^JbPVp$d^&a5u zism3i*5*9l9*sWnLgi!ROX1UZ)M($-7l(bIs#O20O)cn7kVjg_&t8Rm++J=Zw*`kT z0?m-^aE6J38R5^#PoCh%G3%7hk9pHce_@5PeskG(bM{-s zS^v?Hkm_9M0_d$y$U8xBEYm4yqYy5Pb7Hy_s3sNDm(5%^WqX)Ah_|L5lWwIH_!G$) zc_lnvhOiKoOJSNFSNTDFlJXtnfx{k+u}M#`q%UQs7=qxDiO0S!r?hgD{14l5jCJ;m z^WAbzbgoh{U3Z$oZ6dI822monoJA*&34;SlHVEWcvlc?`iO&c^Ook8J4w>dZU%&k^ zX2pSLT=c%laj}C!5N&Ou-Y1$YpmID@?1p^W-LJHG{SdhWi?U~2%84~P=#jJ(-pOFW zVXu#s8XB9=EtbL8#L7R=7XtGG%FgV?`39b}(|TY9zqzR3B=RmhFh0fwk71#<6CFi& z{gNtZ{1v){6FWTC8ZK0tpW9C#UI}WRP`6xHRhcrd44o zA7KUCLoPHd!No2)=DvbS{}PZQP=i%OlCmSnO-_cKjaB0+sH1he7(3R_>dQ#wcYo>! z=q)K{xp@T#YX>sjG6`A_0;|8aIQs@-J4DL+krzwg(LPK~S4yR$QtH^F51~7=7vvjw ziP#ZDPL(8Jt$KCb5O)khHDp2qXV z$Q?xac5llJeo!WDvVBSn8%fF<_dNF9J<2k=B6klOuFZbAW4npyxe#(kBu2(D{u+#& zhgiZ91H1SGfC|~1rb<%Byl0sZN8ZU9Vike?DI&38J21*SY1>~ez&koF-4X=9Kp_J#bQyt8Cu;o}3p0v*^vyj6>==5pMddK~u! zh7B&m%V_F^D`5t5l3q9B>2Vu{*=<{qhP+k9NST4-@6*nl_`D2b3t=mirz*UQmo$Me znAu^Q!7xce(*YX!fi4^Jj+F+l|A<6RdYnVP{LFv&-~R`gBnus~^g1uIV;Y4V>@8x= zE7E__D_eh@1qXrlV4Ie3vy4KIiGs#yS4I!N;FU5{B6WRd$LanLQ9}}Ut53nCyxf&S z$?o+NbN|>iTIXq~8nMo;KbouzZ9Z9T%~dr^AnEpE>cxg7qIpWL%QtE4i^eht!Z?KF z54*dtq^tGzTCIAs`VdTWm0dNoW8V(76GON1NeM4kr5JsBE6qr~>X_1iqmw=M6Q;$P z&Eth;Ust?!JnX#TLsVKK7##S440)?Fd=KnZ%_R9_QxIC#ZTf_J6)H&(zyw@nlHT_= zqLyHT?>m3&R_Yc;o)~p0PE-WtJ}FB$ubWKjlZMvY z;>nyLFD_fq@VI#noa`@D-p@%aH#xUc+_~T%);`i!d|)aB47eA=wZVK6qZ}PP#;e{ zP&l(N2vnjDZ2p2l>y?h`iwY}G!GV9L_knZ|Ay>y_bA6uUQg6@rQGM6fNl}a*c{=As z^r&2JM#`l7dUfG2>iGt7)|Z1FDax&=6N1j6(AD3-W(JdY*w;K7L41yfJ;&;GhJhw6 zTkqF`Q3Dw`Ys#FDJ!qhSg>tv0sDIn8dC8XGEjkhQP8P~AQ^s!S;$C@@qHG{?v1q4f zZxyYy5YM4Sqptj=>Vs?Ns_L4hLaLA~K2@O^VVAuiV)0fhGxdvS3tjQ#=I%oW7FpB& zPT95m^N(D~R#qYmJ#xb_%Qu1n zjO&^T_6~2^e>iLuN^yxc!qzJhj^|{)<0pG zJo8T18&}~sMt_@kLIj0tuUMR`Sb*ltLF-Y+o7NP=_leOH9O2 zu=tU&?CK}3@X~cdct;BzAW!ovM`q=o_DTVv!GnmsY%CKx3A=g(y60`_Th?%jQ$T?b zZ;i2%^;$KKE;}2cOMVm5|L9i>R-TMdyQczQe*LGl;T*ZE4G^ESNMiILP=Bo?11$vV zPjC3J$50W|^sQ%N&j!+Jm!F7A3ZwnOo0wc9Xs+r*;=(VeS|vIK<#p!K9@)*AXm7;6 z1e^QUXWHS^5A=oOTZH{3{ab9mhEa@Y81PIaJy$L#m3Hu|_Lc3g_&r0aFjNSP*5PR% zEvY$#CNHv9)a|Q`=g2y;oyq)2*$}|O$4SB3EQ{yGj)i2!@Cmh#CSyY_g3hI7a){@; zM@^y_39yvT?Ok0nTTA3lzPA=ipT9UEc9k)OUfC6ctJK*m=|=s<7QgEcg7>?RYt!8j zhX6F_so5zcahmspv(cf8E0+y334fEkkWCZ%ss<>}>3ac>3J788nl##{D_l(c7fe`J z*VmF-Piu%oLI7l_AZ;6R5KP@9S(@?3-*aI+++Vyk5aCTiuJK11#)qAM4}})v#l?_z zvdUoRK8V6H5#H6hEtiM0M0?Bdw2AARhq3i?88y*zt*7Acg;|Y64zgKA~GVRZA3}zBXxbJ zA*V=EkhfL|=HoRG^yjDrri>hYUoEGKs=uqy^}ShCC!98}DF{6YD#ZOT>RD9@AYH_(uE|S^NR#35dA!2--`Gma;k%ZsbpR z{+$N`r|Xc+0e%%yP_SH+^F5cQg^c`Yy(JmYCaw`wx3>o6nBewZ*#n>D2gfl!Gdr{i zdSPJ?LRn*$JRD8B#?ux${&^ z?XmjH6&3_;=QbV@KiqA}wWgySY`U<`ae$(32;CP$t>8)3;aua5sB2@!neYp*8{6EA zt3*JEJ-aL3uRkhQ6?bY)E)|crp|NnP@H^&GW^5E!LV|jS zU(x;M`{U&tZ_+HqZlXm#Zo9N%pg!rk^MS%L0XPC`ctWE9(JZZj5s08rIKa`U+|tww zjovkf4v-j#DZE-T8ib6bh~J(_>t93%|59sWF~F<%^H`PkM}c9XX@n_$;ASEs}$q+ z#1bQauR7lWm4qveEATV)upb2I_Jk>0-g4`>H@k{qqJ3>r*}ak{@_6ZQReIh}VHi6p z6a7`mkPD5|6oQQIU9Nvytktz@yG1DaG?+di^ne7_fo1_qzkCts5l1_Yp|rZW!KWDy zda2$v%McW)5TQI>FmeDk^p)+Tu4lbg4AQYyBRR{DNtKN|1rqq}K3Sc0y&Moq>Rh7L zHhtTCN=>-T`sFqZdAxW=*=;CfWCV-d?8kzS1~Nd^l93y@SBBOb?1&{hFaNR`DoweJYz>{^8vPUcfW<03k{J1cHkmDM8PXpXuAEh_4>u7 za9iYwc#6rXfcWJH_B`UeksRU^_UkQPy-=b<8`Z+<5AuHn9o2 z3V20Zg;C6rtPx=lw{eB~B+HB+?t!qoBMdT%hxsL4^zc;tUZI2{`$tP-z`A4NCiU@) zKAyuD1%9OA4a1Mm6M3-}aMy5q>8uUJJecAY;7g1#BtacN1yz^DsUQAh=ed`#-a*0F z^_7jy{Xr_w%w32(cZRuH{rJS8i>hqa%|Ue@WM10gX^j)WK4{|OEmWpFPs)sPX zO6m3cOz_qEp_WQ}mi}Y=S3^(UF{?g2gJKsNK*pe1po5v~leWtr4;Oqg0 zM0Lng`O7oAhJ@qnKO0l0(EJz1jL%VLluxcw0hRy4r2Avk)%U@+iD!>rPZ}N$%J*Q# z3)Wk)le1`60oLH4{b5*%zFlYXJ>I`?1z%lsk>u)^`}GoUG8j<||&~DJ77hVNc^ZqLTunY1Caj#*RM4 z?W*CUqn(2KAr41_gQT^u#(B)n64e%oxpK~zL?jKhuNsUl4+c%u4ubW^Dod^yCN);9 zUy-W#eM3tEDIifZCN_~HPo%o~^{N=Fz{IzfUEbe9nb%N^;MN_i4vLR=UIa*s^$oMh>~<^nY+YX= z6kUgZBX+1sil5S!9ktmQN5T%$-!H2w{wQ7%plR6}*%h~D2cvp^fwYko72Zh&s_5jw zp|}Ro{KQkQHm+B7$KPX?N+nyeD(i;R(U|I%N*PD66ZEC$fI%8=LB8^&1h)>MjL}BW%HT7{WzqDG z$ISn{a-+Gs<4ATq%Z0!CjA*n~V@|?@$K7K42cL9jzTfQ#c@t)-zR(u^S;1cz_qx!*m+LbXn@4~;GLPPKQ6X-SH<<*h-Kr;3QuY#N3=xxbouFJ=()~SrXTPq zuMeeFdCvt#dJVE=vt2T+`amq+6CfM!G^;TP06jqoOU9TtRh0ZhB1u-{|8Yw{3Lt2H z-tRw2Y{#Hp_4SAk;#UNI`_p+tdLKR*FX*#2u^kCGo0fOD9ePRpw>^a7Ux* z39|E;eI}@;dC~!U9wE&D7KKKGWQHp2f&fk1$a9frVz(ecHBfhbGZZ_QnZJgKeQX^%HizFAdQ-iga(JGW4ePBBZ8&dLqq0nqEsN z?dD{hEEDUc^P(Ru{r!G0R&Rqi7}vaV4$>Smb{61$b^xP0jmP(lBrhwbZ6x+Illk1I z8B2fZysn1i(%CzJ^7nmu>F&RAu@TV4iosA#8}H%U0bWf$Y$@>hG?c32alDEx=#+U0?KL0h3 zgbxA9RbhTJfQRr?vx{dBV92{=xwxMH;|uZERV|Q?3SJJZ^JMr%PTHm98|?!S3sf1* zdooTFLKA01;lX5E0m=r+2t$2Mz1F@a7l8fml~jg=b8IG!!|)({#d3^0MLD5=Z&f8#yg@%-aD znE3!00_nq#5g$)BN4k%<#`=yohT408UB@oyo{aF8fad-elpO(WywHX*y90O>s@A7K zG4KOC%?bW7`u=-(Nx*+ol$!Bq4>z?vzVg*(?3drzb?7|_GEFWS>LbqCYp|Y z#C`bi)Ef;lB`J`IVcrFw&!MpHL}lT$86Qey;y`Sd!svum^C15Ki=52pTwzPFPgtZK z@q*B=X=2-7@105MT^KmH{&wNVYN2V}sf;qL!%4ni5P~=n*$tzN5Pc?slSZ)?Y|23v z0Hrw)1Gkk-#a8yqlfT>71&~mS?v&l`N5lU6O$qB8=IxVP`Iw4s-v8}x{P%N*NZ{5z zBcznaRDX8~;CHq8p$1+VdiRjcCP zKTm;_+u#s?b&LD;-|v05?i`bUyi>-fwvYR7+%}_Iw{cP)ev}UV-%sX0ZlQoX*dPAy z7DJEg|8DW0>*fDe@t@nv|7{fiY_0zPzEN;1pdX%#WaXTELHzk1{J9GLya)esNQjdc zoiWTsFNQcb-G4{f_~_r+m=Evf7ThY2jLNru>B05yZ2OOyJzbPD^zW^Esb;<9`ume@ zk_2r1JIoSdSbzV$G-}`wq@Av%UHSXZYvg#>=Jb}iBOT4_|M{CU9}%!>ecT$&kDmf$ zaf!pnA)7*4pyYH!A-4MXN7+x}IQ>3Z;P*ccut{Ri{EEpg2!V@oB7>xj|7?UU7QFFK z#+KTGY%fkIv5a=^-lr3&9M?hT0JDG^(3$i=onPJAV!$paD9xhZ*t^6i>G&C(+Ap<} zdDx8s*Dj9=5IxjIf{PdSrJ;oE9n9ALC#Su3o57H~mPIcmay!^`S9_xRpSclIseH^fT{8Nk;mA zU^(&K9(f-X4-&-s5}jASN@*w=rFu_827gtj-~xXDSMF~%>TPH%nGgKW;Xk>O-^ZbE ziV{VgI2JNxOg?G&(+glU#1jdn8u9@nvFRY+1z@Bx{@1~588Ut)?vW32RS^GF9R#HA zf(|!VVp2t}fsVyfdFS11&C;Q>>UYtl2u$sAraSp{Je65zt-}11xVq~1HRlOg ze?CCo?{SY0J(&gZgL?pauBHju9ME`)mhw=utnD(WRm?qr`sMWuQ%MJfhT34#@L9q%$CWGhYJ);Kr z)wJD^6h5B=_-YLT`1xJUCtXIH0a)5|ab;kKH4VhIgL}GS*D9$~W;RBw;@Z9cfo$E-i@j)HMSblMB*{F+#m+7Fn>2gA#u4!!+{6!z` zrl>7V&<|aZe2ti@Hd<*!qfMC4iq-KKmyK32p{qQZG=)jI<@pjcjP_f0NoXp-B2RbE z+-8Xyp6?Xb5hXhlJyCF7o+j$HjU~&cgBLH|(Z1|98q;aVY_jU+RGdEEkqTCiTyU(r z{HCCB0ur`q7+|Bo!LX1D1`?Z9aiTzz+Z@t(Id^lV`PjqE>`k695OX%u^ntdF_C}iU ze!t0vIkr}t$k(gz@wuVmUG}t@B@*jHaZpO974m?OOP6}kjdXL{|WtayNp@A`mFa1cnj?MJRp=ExARv>+y#mNINkze zU;(gtBz!>OZWcRWu7v|7GA+66!9P}p$oQo3xk=y`Rk{_>!E z24rYX{gQI6ea&kbQl+9A_l>Nl>OFtl^9AW{)C3^fgtIy?cZ5NI<`55-aXBnNvZ$s2 zyPIrwr%Z9et;^;9TFKiAbr1hQ^k-4}6{h+@WM%3X<*jNANcyAF&W?b+st_ETD)%5iteOCpdO%Z8w~U@(@w?(B*_U@c zm1;ht{uF~OnUM{DHeSThkPHGhW7EnMFOFMB_7fiNl&KD|=97N@h$>E=R?gZuEeiRt zha=e|a{Iw%mcg^h5({-x+?=oa5gS}R8R#O3qIBB&;%{h-EdkK^+j_+fcGVIS!gDkFl$hXC6a9VGp_Q zwFzDa5Kyi5Owf4+U)bt z6iI;)bXmM##0oPDC3{y5Cq%(Mk*2?@D(RdGe{o~+ zvM=fgX0mle;sVI*abJ@a<0-F+E?vR<$3WUr5y7_O$umNaQzh@juAS9MZybJ_SnOz! zXs=*dA-%e!$1HWl86rV(?mMww6oYNLt_Fg*x(60Qg5O~} zW^!K87D(0-iC_&Xo(uU+A~iigkEh)CUbErt6%%&D`1NZI=ks>{>xJ~fIn&ANHx%gV z*vgvU7mpn!y465f3~XP$G;^Pe;4 zx!x~)n9IwNWUsx~TECVYk4YXOUpAMCBS~Tly(&IDjNfAQdp-qD z@E2dKvn4ts(HoF+s7<8UtvjdbIr;j2(+Ao%^{xEX$KIEB8SaK*4qH+OqvHotn%DO_ z8se$8&JMQ_TDE zh_qaA-z2BDzAZ!3zk|3&=3l=8W6|-#ce%8aceIr{6n3sXVbF5@4Ofn+cdDMt!D#;K zr=%31W?ik6tm-M&`8?T1O+`KzSA3d>g;Z!Pm#5ZmPp)SR^S*}IRk>t$xhb>pCAESh zgC;}t)e@y%MHsZ{Dk9Dt9@P)I7z3nCEsTryU0TOqqnjrntIpL-Q9gFJ+y*T%y!OWP zP@5v&5v{4>gc>8v)-;V@*^eX1Wkz=CY?6!51PeSQriNFa?Phd_afWo1TR_FAm%EJ$ zYQy>liW9*^=pFbzj#9MNW$KWbC`Np?ianHGmOK7_iXS) z730T?Ud7*iQ({epwM}AwH?T2Q18>UEYEEzxQc&Rgy$kuA{gFgB%D{X`q5M~=%ur@H z(<4Z^nFJ!3X=7iIEfy4bRfIibM;G9UR8mcJYVh<>%FY9-&X{-eZnS+8c+ZBe)3gI3 zKyzEsS~ukJHM^FM+g6T-C=#4_TDa5RD#mf=a)mH0=kgpbm7Miq!x-}(lWVymFknL3 z4B6Q@MKBz}6Js)WSL3>3k@B#OgD>*XVw8u`9Wg_e%uaMQyil zB#)+bK8LPZX^?KZpohB9=%?5`XhE^vN^U9s>MaBdWOi2bV;kPX29``~Iy;=2A5QJ3 zwuP5Ov@*`YOW!v;m5uy3wtpe$c1SF&QL-xM!%(Y@Yvj_Ce#AXVpqTlkb*SWlZ9kwHsf(lB?O#mDKrj*|@?uiW{Fj553VDvF`cp&u z)Q&9#N5K-!b2&@UuZcc2YU`+*Zh|mGys~`uxlp!e{b9pmO|REwyDv`eJAC2uJ93K- z=Ynr5*ogvE1Tk~XH0&FACr7T{B*f_XW<4~v&&DN6_Z1i=+|ei+=}>I}ANV&S8hN0B zL0?IH0FkJY&(;Pyz^T>88lvjVArRpX-YRfIB>Pf6*Lb5)@5iRgg5zON&SOu6hs>wR z##mgL-qqDnpBB?%2}4r89&Q57{JF8BIpgH(JaP>?i&DiW2kCV{cKJ$k5Aaox%c428 zx)+pQfrE2uOmCjphR@1gGwu+-bzANtjujP@G9bJChQ1+)mwBe{^6AyPO`N9&Ee%5q z*}lY;S-+8}mA>x^Q@~30Zj1%M?jxPJI~m!_C3o*9!R~C6HxM+x_#a{SAU`z(`8xTSF*+O z?PKK>dprGOOy{TVuhs!wD-W-x#%ULc`3O5i${#=Z6e$qxs$6p&5!pMYImVad?zegU z$#ZHOcpWYnjkgsknWMr|^v^@jLYTk4fChR+{I!wOZklqHAeHv|$J+UNqY7t@g$S6w zN?8B+<>fM=vY!Re0AJlPXdsJYE;pt2rY*UU8B{N`1-DN;>fH7{L`kkTF(?^O}I z{JQom3-lV)e|aIb`~Emj$y%=KExc zz18t`M@OrFvf4VOO)p_di`#g)cV0Td75DXUN^kTTo*E)!n2mkHR?h>i8*}y9gJ`?8 zFHMJx#FIon8ET&uQRF|O|41bPUz)*8gtw};0E2?>QXL|K{5{LS50^SS|KLeRM54H# z+O+(%j!mee-09;8Rdi>C(5oNPH~w+{AFHt#vWfTH_Q~R$ftP&Lqhfj-7Pv1%I;dSt z&Gz!urdbe1{JHVm`;uv{8@rdMFE(r9`>e_CJi$$4^93l+4z#Ap1VolzEeH3%8Gm6d{a(*%VuNAJA+ zJm3YvMe&=q>5k)E-kO1v@x@}3a9RApae_f$a|7ohILf@hR<*LtYhM z9~zkMhOK|2-sF=etM2Id<+v&@AFI#_Q+F}l#mj(;wJE?T3oek}kFR5R_dzm}-Aq)j zfYen2^*k$7iEEgTD8_yENAB%XnJWi{&wUJqS zmtlIj`G#mmqgE!5J2Bl(Q)PN#|51LeDktab0CjJZkqU*kJlc1l7Gc=&PA}JHo4hNc zSV>jnv%c!pW%F<#+GQq?A`Bf_2iK1(Ax&Ij+8KUrnT2`>*G&mZmPLBX=|hpW3A#Ox zTpWFl&^|~-3LN&KpYZ`Lk^P+BnC?z`@l7kzVP6jH81X^heDJ|EnF<~GRexX*l>pJb1&wuWTaEE)&AnZJv!#1{@Ap6t8!O2Nh^J z$-13NmQ%(n*-tCd^96aCYT5jHHlM|C4#*vU$LHqE1Ya5J;qBhrot47`gDY%j+~(u? zpJ!G~)!=}$-H4)J5n4?JJ6#aUBA~2WkB-Wiu8$R>jS-+JcBfYR(o@)}$^H8mp4=Y!s-t1Cc2^0{h~l01 zcVM0xr>{#i{I15gCWcqUgtQe2T_6yn?OxutV85B{kYBML*UhVvgv;Bp4#zym@;rMt zTTi3|IH_^_;N1xFYVd($ZDC*JG#Vp@$ZrX`cE8-qAO>F+m9@|Km}fJ9p3X(q@N!yl z-0b}L&{WdORC&jTH^Q>{`Le(6b>Fplvg1YaWNxXY^?OYGC&pS7RX`xZOYk3;=}|LL zuDd0rLcoknoaah<5~^$Mv0=t$zGW(`tt(@it21?~4qTvHMbiOPOoyjheX#KzIVYiO zwX7+&q{G5EaIBiO6FE(`42#`TN%s=gT>DA`L`0vz?H(n7~L5ncdV5(jr)ujKK+WLVJC{y=^m7g88}w zv(5FJohE8Kxf>S4tVgfl8?+-=c}FgfyNBBj2n&vXA2slvsi%}=k0(rRRG7ZPH_6qS zWnrEyO(#R$gR9!Gt;Yg|ytX(xd^jKT9eCvFmCS1sWB_eq$TwykBQoAQqFclI?iT;y zbUCNBnlv#h+yR-$iPJ{ocQE8O#j~8jW-j)vmAA*d#RV40e_pneX+lk=__B9SwpJP< z<@DxeK{a<0UEa|r%50k@{}{Tls@D~gX{AH;TsjtG z!-Lme%lwWB&92Z^GCcLt$8|bCCUrg)$yAo5r@l{bL8itmYh+l;n)994$L8B8wtFOB zQ{t$A2nP$(Z0WYAxdAGOrz{E0+0m9HBbaFFC%B%sAaRw_%g3{ZE{>kittndf<8$&S zpmvO7%ml{YqL(A>HSu*uggyO8YVJ*~ae7B6_<{xHR!w4mP2i8J`u6&Gr(3(|Z$#_; z0?0@6hpQBJeu?E8uM?CwyUhed`_FZFkTA5Rv;HZ{s$YGMCBSbF5HA(eHes59_DWV#W7*7G;PIMo~V8 zL9ZBlGq99B&=dPrU$ntuNmmLrtBltxWD*R{JCjCI?(uK`!kXlw_%1@-NQ99;5=9lp zBRBfxdql|%VD_E4*E4Bx0_#fJ5pEfByDvAHn_!a|Rxv*^3s;@5s#K2Vdu=@?pjt|K z9KXs!hznCS_4yd)BG8q`NzT`nLz&U?Qj7v+dLBitxAmAJ2fDiF;n<9YthzWdM|_gi zd9?Khmwb(@LDp?~aSCv-I{G9YGRa<_g z*5eIbOP5|paK4Y-$rxu;r+fnQD2<+(c+&&2aReAj{b|zB_WAP-VJ(2|^bPzu)~#%U z%IdH(_Ss=ZjzS~4MD>|LUnJh{huHywNwr6-?xVIq!hZ5n3*e}UA1(TMM&a?V(G9tG zB_ty~r(dZ5CfwK2 zDJ}3Ild?o0E|bs;?%EiEtrIXTOJB--@?}~>X?tp8ZhdHDDuP%$H62pe-Fo_VtljP; z*duniHG;!?biV-QfG+1jr&s}q!Mj`XJaFJhS&+2od7HAnGf!n>x0M|(zELR4;VMbm zM3+CYah?}k9o{X=3>L(u*k_PA!rH<959w1F#L!s@PYfg6{BY9;06{bz0zX^@Pzs|f zGK#HF7(C|LZdY+h37Nd)&d_!ME41LHspOePtcaIHGU#*aFIc0(zlJ2pPMYUB0-TA^ z#J8vMFQ@tbhdZ7+kK66}uz*i2Wn}2&ryab6{zZeq6Sv0CgD@@KEwKe0UpXr-kt?>R z6W^EndGX^@943P+pLAH9DQ1bB624KVcxx6nYbA~HRi`O)8;Fhf25fzEb_DyrO4#`K zhTob~?Q=@&?dQ)!R;ifJDmi<1L!G$ad0TvZ7b>@%UQEuNU|d2qh(fYzzpv>b{%0Cx zHG4d!){4c>UWJPuFJdOaN~UjtrCs343&p;qS+lxS{q_p0%96$CrB9xYe$2!5{o(G0 zviL3YCT9KBK$c?Y2+OTV zES)tng(Qh}Y=H8mW6UKoC)jfvO~|N|;j%&8Z0F>GS#`q0BC{<1xLV=y^uqBzQsvQc zc*?h$OI)#SAS7l@5csJ+%fi|WmT%KA}yxrq>7t;N~AkX?;)|BcAH zpFJF=pi&1k44;w$qC_;3kpcbhWB{KUU?ZZQ%$B`{jgU@>IRPKlTNXb$fbC@dm~VqmY}+i3}8p<+Kd-S8*%rIX@4@ZNw9u(NHry3-Ox;v zgi;cX(3DyblQYs1P383eApFM71QPk>)5T`H(*KQH%8V1tB_6MO9sELS##e~EBX-j^re{AwTl%rpA{?0Acs(n)*_>VxdYrAkE9u5>^Zdv8fq$;Ai|gyEo5TYkn7;eT91{E zqxN-}qH!ezu~;cWuX+(x`&PG$UPRp|mC3AB;lYyWdON?D8_A)eMyeya_*uo_(bDF3 z7CW9LuYe3GaC>*q>O@3Y@KLzcB~2p(cvy}^Y!!+1#=c8irgap&)lG8IO7mbrU0khM zjMACtFTt(y&yp13`;7pn(IFyM@=kf%5I$PL0T0pf75rdcBr|>n*Cb`HKzr zMGNa~Br}Rkhf97zd_`hwJ?yfJ&UEq$ZtEDJ)X|Ucq&KiINAB7%D#1>|~Ci*2-CF?$#Z%La^IJ1XvRLNRJn&=qn%HYmjJ03rr zRyE1STOA(D8ty`}biDPFs-5Gn>q27CU5@rS%%j-%5Intlv*NcD+H45E$RvmpF4=jp z(B^av3gszxqt4p>W0(%1%Yq_4ujJ*I*dkkAt0jkO{zR1*6|mMoMX%RE+r5UNOo|_= zb>Ow#aslp54!O4T;*Ah)vB)-|HeUG2H@sCRAos9MpT$f@3kH_P(Nt1yM=?M9Oy3#fr z%nz;iq;O;?Ow&m`BQzuN0aDlEo3>-U;ik2#vkNV!*6rl5Y|B7J#@aRf@zUA|nSa!T z&6qcNWE$#${I*zEXhP05yjn{e|+@?v% zUJ|Gnc=_(EG#0EIH=J6lL16E%z=FO>%yOstBZT8zFgHpuF{6SdV%D^j8xoSu)zC9C zT&`An`Q@u?&N=e$yt976z5)(#6AO*Ae-=i`vl&v&%ysZkLETTu7jvKG@P)x9w{pVo zVj8)^(OOd>Jh#KasF_QtDu3JUa*`n1&oC(lx*vPT_V-BBVNZdU+GUb~TsXCT=S1@i zctpVdJ6s^J#5m6-FsdNC9+%7+*z^=MI-2{LXeC{JsgyQ_?G&@Au7DMm!0F-l*k)6- znHp_KWZDwxnDtw92JC`byPH|FDB+3j?wwz?RB5Vw~MJi5{gF+TBOTskUCT)PiuRu>L(dq}qq4?8+ zO^e7E7NZloNTQNv!dk9fz5Q*gWY2-+16;y>IX4b$v_uT8&X0=R%5BPi?kBu}(*9__ zoPn{bzybsYp_A%YvS1a}Z8`6&CewTMItiO7M%|iCwY`_lG1raJV|&uGaToh78j(fo zs}WvM6?u*xTvK)-y$&0T?5qHSqQ*!bKSfI1J=YicoQjq2tDO{lEx&0;`G>2!Xn$l< zY2b-fRSVED70WPgiVeC~6)v#B(jd~nIb%CeVz*nmTMC*iMJz?!xhJ}gQ$S4$ot@MX z>kMpvz3?-ZSH3})W8$U$ttJ4ef3iOr02CHQ?#c^;J7Bf@efhQT>NgAbYp}W!46`e1 zpQ*jk4IcOGN;MQa|7oO53nN>TV2(`0!X9azDv?gE@SO?~XfE~547ETdIA$ydxZXHI zI6frv;$$A~cHL@}lg2(2-|aEH#%rmDEp%^sn$_WX7qmiu6S6qq{+5$zFa~rnO`9k$zS0$ojZ9hiL+#JiW?ynwBB4r z8i)ix*H5=3LG-g`!JvU{ld}zHemlN@;qjx6%6Ue6+QF=gDksntbb|`QSrLvKbgBbD zOxKZCR;D#vZC%T(mUnoQepw?(XOvRot>?6dX<&!$aL`~MWx%cQc$2x)2|pOQCF*la3633%T|s@$7C z0pZy^NOXJAMoM-pZH38>;ESr;oVUIJ4$n;FKdE+*?rkI^{Q7+J3-)iozZ~uj@G3Fa zK91|_Bkr1mczr?d_otL9Sxq0Nr^9=5zWkrKcCT)nlmM$2vypq}ovh-rFYpLv-|tvE z__694f?Z1vQ9`Uqaw@?byKu9cKdTtLc2}+_4gEFG^56a|kURe5peEi{`y3m_)b)Qk68BE$Rqq!QK!|X|$_&msSDH^R z1HRgndMBiovDntl5sw2jAn$3MzD?r0YKYGS=y9`Nqn`R3KrZDg2gSO315TS%!srM{ z0Nt%ia;|Pw7wb`gm~!|hc$A9`^uj~rd^zBr_+lHO zvvDi`f^~*^jz4&~-CPzwb{uYh`|{G=5r}|rh>_#FdZZ_42a|U7w!yXfC5&@T@)O_{ zn#5f<`Kb=TZG!yQM~;4;`@x z7ntch!>3u=dx=G4M+&eSD*<9g3Go9yy%O+@%{B#yVdlL7o-rxcpNck!3>4G#Pcl%U zf0_PDV}yFhQ0N5Yh4JZG4|rhao*qAMBd_y#zCc*l`_;HA$2?nPizxn*!U4k#! zJ%Pa(gjUO70f(|3$g$oz8wXMSnh9e2`&bUm{Bx*gy?}RHlBu z<=zz5x?FkDR&Y3VR`rSj8PD)JRVQWXf2cG|xM=e%1N1GGO= zSHbC|L!Y8C%7)}(Gda%KLu}lTw)4fAW<)nUpC`%!%JKEm(YTe}0050m`$vf76N(I0 zJO|aY9_pSo!)#@b@~+){cTBVrn%vca*Up$34}TyiEgSP|C#sA0jcNg!F()tqO-X0F zKMF{zb(i&3q6$4eB-8Ko$d*>ysv(VC6;s!{BX-GeURi-Vu=v`5Czw9n&R;3nie+_< z@=&hAyKx04otZv89UAiuii$b9q0%>I$M)t%54{pflr~|JEqJaH$Jm4hKUa*Z4)i?uT}fa~TAQ5P{pX#H2DH5oF=|%8_zeCwn*4u@A~AXgo}B4pQ%le!Q7E?l;2mo``ij-^UT3 z3hX@|OxNUi=`Y0o58I|Ur3>;fH`&hIW`kQJ9VMsaP4^1m_kR`achL&`Q189I4JF@j zx6f6 z`gX;H`^Udhecg6|b*E=X^)ZNq@=)*WiCLQAml_*Dxe9qqc9Ejx58O+XFOpY0ZVcH- zcaB((zSeU}+%k)`yRQ=nxQOK&Zh%|2F<5OIrXn*0q|>{fyMfKo1apeYJ8(};5;H6! zW!8Tz!S?K}<71fE9s)723=M5~RLQwXfq{u9k7yx(APS_YYZq8NghbnqeIVvMqyFPE z1h8;}ym5+mV?>me5yspp4<})7?XwGeuQYv8;Un}_{^v2r4K^EmzQoykMkzCxPHCvGuDf7RIR-F z#bS`R@3bLKNc+>#oi$0#o#Xcx|5A?;bng^Iv^W*lh_Epum0pSA$%$`dJcPd8O>bnz z%pkiw#*uTayNO6U=2Hp3W1)Be+#r$nj>^9hEmF_8!Fw*|(5+O|GxYMk1U>NNl+!$l z;z9+R4ryl5y7aB2y&Va=?u#xq8Z+OZ?x3wr@Ay#b_q@q$vX96Y-l*RV?BQWCCalH} zf+Ps`GfMB|KV|L2nmWAEVy2+b&e{Y)?Y)F`L3~bV zm1pk)uD?qWho0XB97WsOd?VapTo)i85k(Bp2Yg90MrSo10vuYgF#;aaGy$ZXMOoTR z$77U$p0=z7mw9|l-?{&x1+2h2dKsv|*BD%QWCJ%R4od*Bg`R(efFO?5O(QJk@rB}D z%YWxxu*d%|-o=<#KjSR7`cIZo($(F1$Sa;c21s{bBez+HHISy8<8VN}7=dr)E+r~p z`9X$=gp2QBN(;u8IH`5H>@(nBSiwxkDSz-Un76@%M))nu3hT*83Mnm5mz{(d=TmxX z2XxCpZ+D+q-*v8!wj7=rthJT853E}ZG)!OoCRdYbiXAx!scQFYT1S!n$>k?Z z8b4rGD`TWt1d9r>u}k5=BPjXFq?)g&G9%RI=7NvzQ$R>KR70F>SD5R;bMo9Y$xE6ZymW(mkz ze>x@keU{~$NBd0k`DZ2y`mWmQJmE7VqU0?$vW#QKkXy|3;=05ucl54zT#(&X3nc`7s>Pm6E$-CG=nNajNN*zn0{<@>xdWni*DemObqU1(gm0V zMOJ>?m&Z-r>e3yoYgT_5Js4K~A=Mxhd~LLUd~FVME$B(}bH@A}iPEeZY1oV{5Y181 zLeHyrvg0+CaANF+o%rkK`Z(;Q97D`0?c=LEB{36LkZ1!(s^!F zP&ddFyZZ$xB7jQlw}dO#vXT{47yFurGed3pfOd0BUM=BpIqlLrZ)$IP-FZ@KZtqQy zcG0CYouOZB+IdJ!0K+SVyyqC4%5xFjS|L>5x-#U?ciLG^lAi@vET}q8#dN2z$;1~6q+Nn*j$H5EoNU1H>P`R#B!1FUA)alD$ z_ly06?L`cCLeSRPF~Qr|tu@e{wo2uTv(E&oMsB}IYE)NR7%sdyT%fyETpy(1l+JIV zoOLYrgIFQYZD>|>$uL%t71jC9j@vDc#klrh921QBw@Q&|dgT<2%U-y`y7s@+&Jk}w zurwv*F6HoRe&MDFz--nDjd>UNukAq1#S1|*H(%4Ir$H3fJjaMBR-j!l@cC)wQ9eSjceIe zz_*0E^!VmiPT^(?HwUQCx3!bm)-u<~k@Hn+gILgNzT^9HW7I=uoUxmUkOEeP8Wcb1 zIfR#|BcD1>>H@}XhlfL#Rx6kpmNrfDRb~X|6bwG_jQFG0t~f~UReklLRLsGfOtpT~JGG-p&%-~oyNNiL7UwEruHypCT_alYE zzqfVnCCBJ>i7($VzGEXCHfZJlUGfji)%IvZ;gz*3$yPo7svFbAH6>tPnn?67+q--= z5SESoAIKG<>}J+B7^A3Vk8QaROl||u2xLN^R?0PtOsorgtKT-Y4IQwr4 zfPV;5)9OxMtKF~r2cWn#$YcHLOdvuz*w6IbD@bg$)NVECHR3%Uu+Y!B0gV(NVjAz^ z4~jqHW6CX0%|;s9nRWk(E7I8sCvZ@2O3wpCvW*7Ft77(@G_aJQ(I2y25M6O%4*6B{ zUIg2;KCAMl8Ze=5l21YrRP=T{kUNeX2YZ$UkV9lza*fMmygne{TI<{H_%!B}^~1Pm z#7-e|)G4V(8AYjHA==y4z zj@Q1paI5##PG(yQa@bC22NEW;qWI`gCghF3 zq|`(0y}F-=wPgD9ato*TAGqTQx!ng1a;E=^JT~@oyg~=|!bG#K3alX=ecNYVu_dsK zJa-z*<8;?UmXUv#`V(xqH$D%E%~VNsaDd8Vm!?fr4RZr-h{KyY8lKY9hkS`pekLtc zkHa*O=2?7AY`UQQq)@)TWXIlRB?1C4Dp><$v>V!Ez%9Ft7IiW8o#T=_axXw+jopet zAGS#zyddje33~e$&@^e<2`|=1$k=3NXMcz6488Km-&7*&Q z|MAxelW=F}nuQzs_^Lq&S^oops{zCO2PwgvGvyBKoyQ(L6ujXyAyqQlwgkB#^I2ub z$J)It0TxdAYT5DH^>#0{7)H_2aVH1^xD3N-#XyxzBo=m2*i=Eaz`23svi^rWXx#XnOHAPKK*F$ny}zg;LCzdISMK+WO1A#xesiE$@XtX z4s|jQYW0`^B-$U(ZrL6b6A5jHiYrjR7CdZ~&OSu^Hw;b-@dpM+=qCIhFgQNgUtw^+ zzXkMuLm!!Pj#h>0j`f^5Q}>)U!VKv_6|!?G^Zrlx1!2ExjJg=WOHB!T~)i?aq^9E%TL33#K(5tQ{i zcUORepJ^9$FpqfRtk9d*GeyX1hdoG3G{jii&hOkY6>+c0Xrg&0M2&M0KYC4+)*mTi zANxh$p^&p=+VmhGMYpFv75uC3<0pD>YJaf$XO`s)6;6-e0F$s8<{0aib)Y8B|K5`? zQ>}%GRj&-#)GwwEUXw&@J7~(%TBitVa;ij&DiWU@bJx)BGf!^0D9RC{#76=N1Ada? zZjL?qH#dX-SsmZrx%dWH=tV^mM3^Z|dNb2jC@2of0q5$-7&Q;P)QsF(xkkaVa|tk1 z%GO_I-AFyO@M|G$nmAt40hfhTA=R!Gec-=BA3;YFfNM{*dxK`G>`#{| z$nAI-v@WB7WoG8~o4`sD5R)t>IuyBr6`GM~Bn!&!l6RlFgdTmq#AOz;b=x?=E@r1y z_M=LhBWS(D2f!Mu*2>oB{+q!Pd_Ox@qOvIB&F;$J0V?fJFMzHk4S>Q*G@a4Wl{P@< zXODn+YypbwYOA}Ks&;ES#u*UQyn&&bPFbEm*!wMlyu7uI8t5bu~v#H;rGnWcCUG4S`|rn%^Uj}LXf06swi zJffgivnq}`2O{Z!H{8m|P>E$7)g2Jt1bCjf)t&=cZBpP=j6$loj(1(MJ00v`1fbIa zJhPYsZMB^#Um}3X00nNIC-+}Hz|x$UZhz6aLw5p_HPfvvAhoIjn<(Ps7vTRlxf&NE zK49=ppyd5&=ZsL8n_%sa-)lf;nsoCMaHSfBu&Y1U@-<+e*zE+qI%hD_t>(y?`Ajn} znc`Vk4XsXXfPA$|(>mWO=w+${kBjrrYjgG8zTgyl96BLGZ1wx6KF|67);fRyEdm!o zjWrCACwl|tDk8VovrHwTT-D3n{6 z;yce1=e6%PV}k@DFdoT~T2Uadb@Ge5B8o%?rrwq5|mCw^zpiUQ(nK$>F^E zwFg2aM7ZgB{ulsOy^5IupK(1@ivjg~4eA!X4$kdU{BkYcl3_8nsw=$s!bu{^km-aj zozl)=s>-SK_xN8JQ+ys+k2bId3hYDxVa=7kw_xwTlv?5Coe=sPhl)8@@CdL?n}9&R z&+wH#XoKDfE&z27W&2Fp9WH3UF@9If;|D-g^g06Q)OJBsT*GDyql+vS=~FAW?d23cL8>N+hw}M#*Sj^_cHBalf4N&{|4=D44NfkM1Y&;PY+U zEh(@g-z4Xt%|^dNUd@beDl0kql<(@*ytLqXgc42c8Z7r}K>@pXoyQ};Xg{Nm;SUt@O{gw2fr8_FeU(^Y&h34&3efNkcy znYZAhn6g4{02Mv8tqT$eLg0ooXav2Xc}B5>djpXIzXWYR{Pwbphe5`|NSgfP4ygta zy$NOEYtweBRzT6S-qr=eRz8~e&Shh=r!=G%rk2>fhRmJ8;%ICKYPjHA_HA-aMqLg# zu*V)Kjs+?jK3dx+=h5maXuk`WCxSw*45WQC3$7glT-jPbo)ECdF-_%0UE=MTM_`Bi zncTDWRn)Uhe3*H)I~#uF;WAX>VrIbw@xn}?KrcTUQeIVQ&k0=@o;GwQv3>>C9ZTT1 z6b7Qm9UtpFqzdHcKBKqjddIQYE&cP~BGui^M`DV8fs9@FV2b#X9tH`*K=l4As%&%D z`Al1FvFbMx8gRB49hegrA}qm(fRF}Bq$ALtTw&jKhiKQ$1aoqm)YcwAXM9Z&1@NeI zZII_VF16bGbI{>xi24D)6@Mm}2XGymkZCHe*O=;0^V|pl34$OFswiv&<+=@OLm%ne zwp!TH3z>~FODJl@T&E>mb1c!3&Qj**{fG4=9vGUaGd1OI0ZzM!Iet~;5|0n?#7S2B zTm-_NXY}T^!_YkHTmWZAHmO6?!$_WoL8E1Rnc5jM0N>HY!EYjBjJFT}@MOr8dE&9r z-xcv~qpMogUbL2zDq>PPE?@p$N~ZAFbee)wg?|bM7^< zCDvA*L8zqM3SbJQM%pb$O6tP)Kfdy}zs-5r%VH8={7u4}=pzICQTYZuYpAjspz{;r zJEERq&!~|gt4GQ1E`%ZY;S;zRtycRk56#P>RVck{CAhF0yH$z3O zEbHA^mn5aYq-iPWFo&{dfe;uIZT32P%}-blkdU81k(vPe)Y`^}9r3~#QdUe_o$p$k z-fiv#=Fq!8WiSn$ubdtVO2>T~MxVw4j;RDM`z4^YyAbQdw~{U=Jj-O^$NcVBiNC!V z%GJ_5e$7MHkY?&+EH^j=N)P9Cw5jYXz(oLH+nh|j$Q7|Jp%xbN7OrUCt3Ke_d$ox0 z^cb^(;Zm*)wpU!;eiO{FKEZ`CCBS1+-H+5N6COUQ)=XY(xj;HxkOf9|W~N5OGnIX8 zVKL3o_BjbTZbmteSFQ@w`EtX?-z!EN2VHY7HKc+agMPpT>=BV>?c z5ceqbe5#VYW>|?aa2yx~W*xJfkSY*vi*pba;P0!0{Bo!3li$xIA+NWsKKQ_YZy7yt zHL_$*Ajv(m*L<#6$>&A`7CN9RBA?m*&eE%U>^JBd0vBwpeeYQ7-BQT;e+=ZWIwn=pVTu!wk8#~kN(JQd3*GW8#t-C+JH8E96bE{NCTh!4V2=fy z0|*O(Og`G?hap#@NiujimVoQd-9Q2BEGq!MyVADTR%R*1Ix2Ho;7LAF{EG~5e;5Hk z^0&S#(?!S&|Bq=Zqkh;Z6p~&1XatZU>hwVnd0+qq>gK%L1u7~*(p|gfw*i4;Io(z3 zOk{fQPwEX23A{q;^De-BAR+*`{N^D3HM9qj0Mb+6F}Syv47&dsXEC6|j6t242L7Vb z^Rp8h!nmX%|MNE-Fp7-B=guV_sRuE!ynHtWUX(B8 zvM*pL%fOG;bF{{LBhZ%)(i|a}y=GE3%uuJ1qRzv=kb;bW0kCXdmbTg_D+94^-^c7< z1XJes* zIN=5QOTHw11M^?GSIQyJEwgM?c<7gZd{jSP?`_8Er*tMSggOjL=1jY6zHKN$Ij^xX5-wifTtSR*4e)ZsY{So#DZ}w?~ zDe{aGw_W|iVsfF@*2W$;hDO+oWWDNdQz58zo~}v&W*;nd7-};O}m>1rm@&uSQ|P)EAv0ueLzUmz6mR3rcUI@V>{(IEEnDR9ama$iTch`y09pq8 z_Z54e|Lt1~K4Zq9P*5ZDZx^_4F(Fm5?)S-J8D&;q?tos7yYPKQWB&_wsR4*Kt>$_=MC2^5w!2Xp~|w4k`DfdRUa}51wl0h1xUL(5J&?D z)q=8qvKas0en?NwK3Gdl~$4XJ9#YX190 z)RY-ghK+Me81M~tBt?O#RKJHK;GAg$5+aPyR_7mxMvfm7?f5(ZPNqbU0+aYfFM*?_ z-`A_GOY#>Mz+EuvRJ+{l42sfaQXY`Oc4_qiJ2$G#zA2jC`T#s`)^>p@nH%&v=_G~x z$6?qBd%LCl+(K;AHuRQ7%5LXvWI^8W(Quf3LWp>+3}Bg8L)}v+VEXBe%L0bsPX-wv zTd;0`U9yCGt~bOJk^ob;xF53pcoUosQk6VNptTItC^@}> zxQjrtV{l~d(SZ{WlBK-Y2NTu$5v_cO4e5jU6rjSUIRoye2YB{UYQVHymhndPKV3#? z%%|fo>OaB&7Ske_Q8of08;ZN7)_?k@=>zr>`3EQ>bZ(G2?b7l=qJ_4~1k|EJAVN~t zF8JPmdVC{M_Sp|38LAzRPZ!*e!Ar`4!Le@A5}2qt0}h@ycnjSD$CLyt7?%p_`<@*( zT+8d(I#ndO2+)D>WwmDuLG$0i-Teh5S1lLp!W6FSnfK2H!Hy7KH!?7ft8W=r^}NCQ zl2^d&I!Xie>kM8*$NTfY{m1t|5BKKbU?H662M}CVLoem&S*}=v#GNW&(3@o!)! zBhx@+&g?V|t4-GnMA_%+m2qM=&8G>4{(WJUP%=OrSd=V+kGH5clWF;69AFc)7T4p3 z!HVK_Xi}_k2MCIxdlJ^qga9OQv=~XT%Z#Y~)EvU$n`g6ReHv-4hWEy?idY(lpW(>` z*9KnVKmm>bnd5_YWoHD!f%u0EygNCP7}OLAtEM3o&5It?7uB( zrpcK$g3}`(c)KR>U~;R%9?>G{q0I_ff#2l>b2A{`;&sNZD&|O$pW0_9Pu9FVtzy==_*K+Zi{Zy26kGCfaugI9VK44QT9+M2&c3v?2@L6P z(Rh~D2%})cr}4?{{I8 zK%>_(k*RR`w0+B3#9kL5AzRH+_cY@ZkH(7=LlPDjz=b@4&rWs_GT@7eb}jn_v@n94 zN;;3)_;U{3SMTirY-RSN>Ws3$fwl8Y8dyT$^*0k!5z=7^Y6r@7q15Pxmb^0}v4^%2 z;#}M^Z`w^~pJ4!_qXtj029OC>yxD*BA=Bf@Rp72!qbgX}Z?CASs?hc&HIQBv`sqGT zLe?)hL;*`wqpE%E@;1{31=;9P$HIUu>#&pdxTbd3d?N z(F|Z_4IGsP@4+ZU$gE2D1{Y~x+n7({k2JTFVKMh?$_@RFI=_B8Sb z!a~p)K?j{rm5T{P(3MYJ zZK_n@6U~0ZA!4QMQIo{tERJEg%ODgA6Uu^rGCp%p&3C#;*$>#V6nfpAR$NnJ@>h#q z2q={DlbgwN@yy82jltLV$X)bw~r6+xbXy&kjg6id;o6gGhGpU%I~>AE+R&Ci)RB=WG5>u&=@2PtL1K~82-4lX=#-M~PC>e)8}7UI zIcMB6{`YLp9rupG2V}b)tY5ry&Zp+P=QwQRx@Yp^=Yap+qRr})suY6t;g?1cYTTvHTm}Y&+=smR z?Fwv*85zpoQp!F8t^LIX`)TP)4W`Js1zQdLLPV~6mC!Fd`b~|>ysZAc5t^tu;m!-P zEsj@CaJwC^+}gY@%!7%OLA<%nn5MK9I-GRowbJ9~IN}SB1JuVD{tki=onb&gME5P= z-ctGK4pGC(`5166C|g5D^<&@6!YcvLt<*ET`W&L{)?G2LW7nrf&%*4@q$6F87RNBfquy5@%gRZoCRm z|2o~!thu5plZM#3@~vo8I3z+*Q^%IvIgKRBB*E5Cqfz>tuHF7&={c|4+520quQtjw zfdT4eKtE>;7QHlDN?{dQtTf!|dMB?aGY4qVsk)GBlS@^Z7X}Q#HvaicLL!ij1w9if zLQ@ySQso4*B}p(>CQO^FjnT4+bCKn9(a03k{Z1^f(@u;tc{!yXD8s^8#Wldz9>$b= zS)vFlEiCi zCfql-`K7)Z16RmZ@9Der-&oUX+w^$j3i(DGZ=Y7JITg*Ib^rY#^jLK@R*e)au`dhc z|227_ z5g=xB9|lJh$H&PQ-ocgtD(Bv7Y1=e4uLF(yl5*R##2${G2r1!t+8F=O%}3Zhv(XMw z3<_C~-*u~8l9<2OV8~3|mFc#2a9?6hQWUr#%YC8KYNYfDBdnoa3zxzYJ!2NewELgwPBdIbT zmU0>F$?mg+yK4JdoLaW$*2wKr+LvGbWUDL$@+h_C|)pUSdsraAno)7>|~wg_E@cAaoedKH+&R3cw2Bp zYK8y(iX+`U^q6y8_v>zf9gAw_^Vsj4Rv(~`*1)UBCNGiHK7Kf;@N_@_Kv516J7xZ* z8vpN*Gwv|a4S=?}uipn+xF=b%oqRl&Iw?-Rf| z6Yel(LWbxps|PZBE6hE)S>AR8Q!H!XNn_;+^>D9i;n#o>slH|a^p>?COZt*7!)S!& zQ>A&K)w(gi9@;1zm;JYAVKJhnObabh75hweMB$M*JGAX znR(Uwv_1YvQbx6~Exb#dWg??O`FsSfzC=P2rxl~B9iTqi#IT~umIlAgeASmHyrHma zRBe= zta!;{jtAumfsb}donBku(epS@xxi_GBpO}YTgkYnzFzy+lF)4ADnSfn#@hTj%PNl)XKGY=1+k>F~}6zkq5 zH#|iy&J&opjdiADq^F0Vpv4h<4@T*JEg=foHzzq})$%dd#!%FjXy52=a><8lOl$2l z6lSW~vWn#fenKtpeTs>qj|mYYj0p4bx%JS{`Q|R)Uoz0e--W!e=PZ9RZ&7$%2={c| z!5wfOI4w-RQO#uc`+WjXwQfL^rp%tXEQGNVp*)1zvYU&gR8XSfK`q3f9kJ`x4U9?7AmVzuBUS{T>Bz4m@wnC;%CZ6}P>8-L1M>0^7`kAW3 zhT`Jl0w0Vkju}@aTJMCE#Oj>)@&WmbRXSM2 z9P&<@zji&&1d@+m+dt?xl&HD+iQ4vt-EH$kDyUE{Xg?qzpjHZ?r24ycGq$I~C3Yh3 z8y>G=+Cop9xfF7Rc6v=RB>kp-W_KbJ5TclNhEiK$r5yiEyByV4nAjS)6umsIfFHg& zv~O&3aJ=-z6mmW=s+yaO^K9%z^-TIADztXN;4p0tU8s9nk6P0ItUy?-LGbp`17t$F zzxn$8<?oO_qZa^|Q>hRKcGGPHR$uE6#>cvjgrb7%)a&Tm4!Mi3 z;!FIfI z2pL^RZ6G)NXSe0jhR0;$z(<Hnw%8z=Q3(k%{8cxe)g2_9-%TG$*^^iK`sPt=X66PRomUD3h7+jqAp122F)fT2tXx$#co>i1K@ULUdoE@x7|_K|c4o2}Sm@r1L8}4O zb?>=8t^gFZWpI3ou9j|P1I)YyJ`7ME&53e*>o11Tn3IhW$=}TP8B_>L19JGNbC)*n zt#K8o1peTFy|}%YXo`A``V-YyZXwXL1dHf?&Ik6i3bT=y68F;}9tC<83Nu&y(RiL(zN+8~(+|(zz9)bHVMSz$KR+52M|pu_5MF$WyTmhGE%xw5M%ozNYeTEP z8oRYSmW8TNbA~*uQz8_O(C|t^hWf+!((%&jnNIiS+1A(@M4aAOLQD0NWP%k7If4TB zkMSCgYb&xOvML6>ThhlV>zhv_Ivvi_*I0KA+7r3rW$(5j0t=H zcq%GwcMzb5%oeUKRMIsK|7+t70Gq~1U*A~IRLTV;ntpa7-rWL6H}mH^xDkN17wc0} zKnbim^_si%GQqWQOj9Um2{=kAYIE-y6xy9m9B@3-6co#NmV}(IXi+!;9+k9f=b4K` z;oqx=202xNx7+=wddc{YaoX&P_Ru|YKAE6y9J!z0eiBaB{=9QrnweftF ziutkFM_>Jrr+SUQb!zQ%5wceqreT6)*ooLLN*`S-NK`_n_o#C%&XBb_GI97vh&ll> z4?w$D?s$KTroVfv6(2#;Hya3kd+DvvV}%#Kff^XMK1FNw^mT zQg|n|K-eH|EOs8lHG_m2BnWUQE43gN<~eU~;W0=NG~hfr2GibS1q^JBRkJr!iP=); zf%aum^uhQz7V->%W3@E7bB;wF8$~#$*c-lfc6QWhIfd5-)}lVf7u85a%t0 zO@q3_DLj#_V*}bfgL>M1Lvp9R08v}p-Iu!v(fTW1|apN~17|{>|50dI%Rv z&bwD3jX}iU5I|+2?W;tAG4;9*Q{uZ5UYzj&*E5TjCmE`S-K2(pVngXi$;sz^gpGro z(JaBLQ-Bdjd-v)fwn>$NZ+J;S@+(G`P*A?IcS?UPkAf?O zBqH;v`ZK=rJOd984#8pSeGda2DT_e-5H!j_(Km0By0r!suS;qF@Nzd3y+t!!j2m7) zMJwTD8qQ{L*aX0=0teG#cyo?YdWOkB(m}S!wX}S~v!A8xY+I5@7L^9>6Tf~LMXR3! z+%^WG0``!1=KY&b^RG|ogNb}Mh5iHMGn~KwW&XXT@VX$vEN;Sf`MW;jfBxKSkWLht zn|l{kQlI{@)ik#=AO;>W&ock@Z<;hvP8~zH!JT=bwJxGw5O(nJ55c z3dfTZ`0cV3-X>7-+05&JO$IOG1f7Zw_)Plmt=$)<#+Xi4NaQmxv^izu;Zb|}g@#>U zU;hQ|JAhCBLafR;FD;ihGn}j1ovZ5sb>tV2@8Jr>(tg1Bb+5i|Z{U!$eh6*haKQ7% z?$`!>RaIOIa5Ab*h(#vNwScuPHZn3o@USG0lkK5@^XUHdNVhP(AHq%v4-Y4#re(RSW_QR*;0P8X%LFU;H&~l4)>owdN`SifGj#lJyY9Q+D-1GL-^98M%zJBT> zy+$4Py!?D-R#uQ(>y?D@M)0cfg_~P_TStdXxpCii((v1zB-dSj#9)TL^xM}uwf9`i zWNYBikzVg_CveI!KsVGdfoL2w9txJkT zfO%75bs*XEi7sWa@86t*;Cx(UV0!8_-is)Pjytpg?!Wuxsm7y&A;by7{LFRU};oBoPhPJ%yCC6b`8-((QN{anrj}- z1`&9$@`kBNNk~{cfIvL1$4=I>V@9~kqC5#&yuahw%Xt8&-#kB$^+O+&(fo~zf)ETVc4a%om!nPBg0R-8v-#=Sdb>biEd;9qNe^bf@;S~`o z+48xou(0`BhkRi*tDSj1|45YgZ?p9T6Glcx-T|hHL$bnRf&(ySHupBS`$Yto?cU!@ zLDjpUerg;X&j}OjXpj&v&ObkxFG*UnULf;yTo7;6DXz0U*G7cgRSjgGn4P-YR3)C| zS0PrM1ujBIFT)un?Mnk^D-VU+vCf>(_vS#0n(t}%>Ol;3{pSxKKBxvHRxHJ+)X4tn z^+9HY#KgrpbG)6WoFW+i0*$)IFkGRgs+vRW0}%(C+30m20r_76;oUwI!|Z~BS2Q0N zk@@Y{!&pJONp>c9?8fh}3i~91EQqn^mF3GpO(Hk@Uxv%x$zoJN$`dBue$L@>J+VA~ z$KCk#<)*k*zD6-AwbBO1hht99^B``kX;qK~lh5D^nOn95BU&WTXbKX$ZjnuF_FR8D z1l*d;#mNp^)8*XWY+wUIbzu+068evxHJ=q4uia?PY+)*DY*4$`*r+FaO-j0GVwz2l z7icnqw|3ayJipWb(#PSVB2may9U;JYv8hD9inTiv_tZpHKz9z$fMuN2HwS;@=DkS8 z`%wG%w^6aN55TQd+Y!DwGlV-FW7y$)R7^G4)VilsI$pwC&w&D%G{e;K-AtubB*=-G zEGPq=W$1wYy%g%Y>m`4tYSIj0c>HnVCnvwTQ@@j+8_tLA$%&_siwf5U7dNlT&9xsh zb^(psje9#4tzWc$hcquk@*WM@p{R{jF4MlD-EfA?awh$r$pTv5y1L)`CR-Et5 zX-q)q&W;dts%1NvYMavz!O{S)&9;VraT5#n$SeD&82nxN2K?0zs zzi!XfX-II-gJv18Z)aZ5Kl1s#$p#x5oiknEtu}Xm2!8l*q<$ZwxfPWdlus7c4M+vA zYaL=@!^?ibXroqOPO6o8Z zyrBpwlpxgkB@~)-ilY3$X0oK^UM+Aq^qjp~L!R8v)PpTTMCj|6{jt!|(OL7Z0@;cl zOD+w#wmzR~2gzN}8~ojB-jKECI)zuQ4ewsgTMMosTZAJL5>)o=bocPd&YGLpVN6aB zKAGRnM*OQO_zyjhs39SyO>aNy9AD$0kkf7g#YVt7PsYA|5s8UAgZISn#xs0gz}iaHW^GL^mzzVI=*9gWD!}N(Mjs5wrT-~_37}duU#W^*W;=cs?Hq0~v z2LTf(y5J08#Q^s^Y9<^b9}0pZr7b)b$+qz8xosZeLCpQ}@Fn#%Qme zAuTX-`6Su8J=eOOqw0NB@+-PKB9tv(WFG4kuHutrX!-Ns3Yr}UIgza52uDXp zkF)MZ{^<^UCaBI~5G|F@CS~J!k+Ed|rV4*+vLy*jTXV0h=dsRLlUdw&V@41pGw(MJt}uyK$-J=eAy0G=WRi9OXwN2`*yFeSI-KT zZRe|IILCkb)CB#gyf{8?&=;B*Yb-`Qt=n&k^KH@6dS~qZQBr8idDNbzi6-{Za@gA1 zcH@4mD+k=%ur5iD^xw@%;O8kVm^$1j57C6keZ=$W6Vt}RLLq*RJu&R%>T#Enq4%Dg zQW;`=PtE82`eZdH=V7e4*tE8WUqzzSw;8yF1_f|Cn0r6eEHKGQzv0Fxz~uw6-E*gj;<-!xzPLj-8Au+DOG>c5bPJ^sVwKXz zse|kmQ<_3#x?V=Ih~vDR-~Gnf=w?P0?BRN}o;rTp zerT$zLB4$8aD#5>=6E)_p^@D`J~Y02b#XZVehqu&=FIMt2CP}Ac{9g5sJ-ewh;{Rv7+ zmcO4mZogi!-W<)%qsF6yi6J?d>|VfKMG8FV4MdT4CQH+`k?lvatbK2bxUH6hxUzr1$HTZn@w4hcNn0D#t{QS( zANRlmT&yuCy7TklVh5bvlkhBxjU3xT*yESeI{D`p9{cayaQm1!ITds%8FYo>MD}nM z2EK{h%r^KRRZ|6(?=Fmt|8)q?k(J%KI?5J_Ml=MQ7>o$5RQ>Po*tJ?#?mxYWrYSA1 zzeC*j`hR=0)J{Ei5;3xM;`rkeN2iF!k;fz2)7`DQslHX~4_wDNt#{4X48f>~`8t~m z?e1M{?C53#YC$wv4VHI1IAlWt)$;&4#Zq1>(y37{{OM=!cNU>TH6Gj=yREKd0`?Bp zPOlZtU8YjoOqEIOY>s}bot-;L{~{a#COc&{Mypa@&)q#lBPc&%k!h}XV_7Q9(B|M) z5^9hWcbp_vASEUB9`b}WWFWl5I2FhpS&i>>l$vQU;aR zrB1mo%vfb#w&3f%l^P1BZNQ;<{@UHX;c%RatYX5#6HtXi=k|x>N|~@{?UItg@zJyN z|KkDt_dj~wVR%0T{p9^uFm~KC+q8O+QE&hngM3a4hj2B7On+ykf4!J~|h)%XYaVmmVP|62`~figN`0e?Z<_pQGAE zw3!n9&l~s_FYYrlcm0Kpwu42pfezIC<*9wtb*JKW+Mt-dN_wt28xWRL2aFX_pMrkK zVAcurEHbRrVM{%_@(hSpAO%l?9{vF1 zQ{2}2H0beeMXh#DEMgB8JPwGW<%tallOn+!ySA!Guu*B$Md)A&a3$*GDd|s++b2Pn zfeya5dtj(;!cHQn52CYYbkWIHJzi@-w0xb(54atRCnCSR9sle0tvy%A%m%jYybC^b zmT&vwM6jdA4=tCZ8}{Ke4Nn$=`X@RK|1>4Omsm_A6h$mTk(HMZz3{#Pl~#44&T57i ze#5NHVg45~c^*asL5U|F8oa}ToQS*e0o82&iv3Of>i}1X5M0#vhKxh!Aq2}Eo+%sK z4S3cps1WtO^Tm-F$vFn{Ybpjux_YtS%^1(Ym@cI9Xl!TOdS@O#Uj%akVnQz_7}Ov& z6v*8S%Nq@ke!c84lqO-`puE#LaT#Pvsd@dn`zv+BhACqp8U4!#OpzADsL}cl; zWbKB4UZtj{ro&`w6=^X+gBgjaZpeVZp2LEm({2=yo#xp4%Al*H$GwNY9<%}Z(`L~1jTId|GH z=XgOemRs-yFCplm_0p%o9pQSqMeyOTd7y>FazVi(PsitA_!}WOro`?A)_|wDZJ@#zvG| zqBB`IV+K?5$RMx=&x?`dUu^+IE$iOGe`<36 z(f_0jVJRY69cecs|A(giKXsF6fubK%?hWDp31|EFe~OzI0E8j#7?UFZcmIcIGbZ#- zFA+7*LoWbr$v~k##H6I%Ku{)X@DKKASmo0vdzmlR^Zp>xShRN@CR)TONh(z_A zoC|>3_Q7l@%@-;m(X}y>{jS9uUHB671gop7%Ns8HX%MRk(K+&uhhs zP}g?lWM#da_qen=e7y(Qz!?m~Z{gu!+Q111l23Usa}xz~hz*<2t=UPvp~H~)6XZZI z_K6@R#GcW*W`z{tB;IttI@|vM{M6?lFxUM;3T$1Ef-Slk?9DfzAEz3CT(el9X70r0 zy@%-n@i#Oyv^t&|TrTIyq2u$;`5GCS?!v;#8bS0x9<4_5cGln5_uQUy?wD|Mf(o{u z2nJTXd(TpYAtJ478I=%Zkjl9-Aw_qzvbx&c5khq>&_pjE7#ixx*1-+Eoxi|5-gl;I5;+Et zq_UC{{a({;qe!;i`!%17<2&YV2(NH0A0nuyt*x!PK>;Y?9TW%d)?Y%-v7W@d{L|$F zNWRy70Qe39n2KSo2O5o zMn?imco!(bn*v9r2x!~80_0|9vLuZcmOxQxJ$AQ`}{`$P^bEy}F&l4zy!R})GTQJdX z-e_Jsf8&(OyzAMY8}p0 zSZWtdSXr@Ga zTdMIg*2dC!E-c3KqL-f8%s;<(VMI=g#$qK!5NzT7;_FTS>n}>*63@MV7@mE`4CWDl zAMea)M4KtSIt_9~^U|h5%kaEfroB+KdLW-*`jTTwYamHzOL4EqYgZ##Wns&gR`5{t zbj^w?c;9(zWWvSf5J@Z{TWSfIm0v9_E%llpoa}gqQx`OYh9f#xahxAJ7bWq|yxPIE znWj5EeKB0j$5AT|_`Y2`>$Qgb%hi}a6<&`YXb(T}F3#NouX*%)USJg`Nv&``G)CaL ztlEukHI!XI7wS$);8TV0^rj;P9*fcs(|7NISPsRT(%pw`IXBmrbs=qbd=Sh4Sd91Y z(vSNF4(!kTs`Yu;{lILg6}Cj=?ZYFcTIHLZF8Kukeyg_Wy?p6MN!EclPJ04L*z8r{ zt1M`E`R`GNP>0fYUj^NP-PNvspE}jMd)7-7Obw0KuLteD@&xX_S}~k_ed`k)>OPSN zpVf56t&9F*QpT2D*r_=#&~*_a&O>N^Ge8@=L!m`83y9^bgl7+{+{Jv~IvQJ-~O zVaQGbcS!VEZhJoXO}fE?`do!mXR6+hy?Ry% ziS@JuH}AYqQtz%?%NIgYb}golHlk7m#m-w3cx1sXyKa@22{Z0{q?_9R6ipv zS-y1#K9h%~r0&}73KrTn%jK2r!bL=<_!D>p+S#;tM-FrnoH*al0lTD@r*sr@RC+;^ zb4U1Qzj8M%iO40ixnX|7LD(@jez}oB_px&1CU+yG1O8%CLhB86jX$Qco{E@--ndms z(Zt;Ik`pTvk=M)RBURbF7jL#)zf`*DP0;T=dL>CJ{s~&agELh2@eVdN_E_mLzDMxS zzU_Xp>+SSwFc)t16@usddedU!(W2tsmO#`L5F#YoUH5_uYJkK2r^e(gl@PFxs0+?e zobM%g%nY-1kagA68$5KSuV8&sP++q?yy!uj63k7V9%buGJL_A$R0S7@U=a;$OE^tf%2UzZ%*Zf(Dt>#Lwh;pP8?$yD8HZ zqb@yrg)LLd*@uy);{Mgbvwuc(fNW=h^|xUX1B#*^<1}4_dND!%Kufuo{f`!I&!UN$ z=a|1fUQ_7NT~v*5GL(krk>{p7A)~)A6X(aVx_aWdirw*PwC4DU&Gqz8?;Ai&U*mjq z?f<+#Ux@!8>5r^K>Z@j_W45T``#znHAPysEXoIuPwqPP0iUt`U@Cn;sr|g|$UV09d ztpo?XJdqp0o;kY&EX@VSLHj?9%&S+b?rD0^`+dnG3q5fT`Sg^)Mk$R|1~I08 zY|v{J0#mSrZ>WAtLX(=b+Re^u~nb5sJ z0+`H$3w1fxXZqbvR`~IMx$==)u1EgqSQqncKL1^-NHHWK5Q>gX`U4zwqhtDWQukUR zeVFtFv`~=?3m8)SIfOa^9XEqSLK95H8#E~B3~?v~`u>>3An${1!G&G4oY4@&oAVX6 z&t~%hhM^s4RDt1`oI~CsVDEK*+2&uOYhwmL)^xD!YZL4CowwVRDb}}|-No;|P2`;# zR#S8WR{}cmJ?uvHn*%OX*VqZ09#;fXGOvfZ*}_{lLA7mLeYiJpX3xYwZ0X7cj@^?W zTFSRcSy@?m_EpZ#&YLu12?Ya!eIwOM{`;wVTY}m2Xo_{9_b_p%ZWLadpRb!gD+Led z-y^IX#$a->YOc#~TAVL6^e2SVeLb%ePRiFW)~&1TcL_JGG8?&H0|NTh@?8yfroCR5 zECUQEa~h9N%DYpS>xQC>q_u&wuz1p?HAE>(dI~l00A4Exzop#7IgkB&jOZNmCe{8B zAzNB~&^S1(mxHEt^L5bd*Mt4WNVZ=#ow_8s1Csy zthZ2y++Zs3$B7d=_^%F5-^|R+JBN-O`iQ)-4L@pSZ7rWT3JVJhkK+_*{-83jB&{qSaLMASVOY-_2RepdakbmG-3(cQ)A0+iIP4nBRl)sM933!WMVTj`d4DlTQOMZ z=`+j;+6A&Cf=Ihc^jo9Wr@#`8av4egG|_D1G3_WXH8Wcz+b&yma+yStzBa#D+w)p^vP-u7u+~P-2YY%RnSTpDZW((7rsgn7@GcwExv9 zTwcr{gHD0wzjX@1oIeJ1amc<~lt_vONkd{bEx;UPKBoYC=*5M}t4`1ssi%WIYU7-V2Ii9v-_|?r9J~|!Q^l=T#8gCTP~0W{ry6Qe6v_L6vS%yZ%Qv>| zB&-MaT@lR2J~gda&;K(R@-H0q>;>fQ-C5c;t5pdEo7dbfnF2;D)+Hhqo7UFWF?0ra zrF^mbzV4G^*q`2Ssb)Md^*cT+#r^AAivA!FJu*35?PKQURqyWUSpl@tCea7fl}~>- zBfx*6j6zabgOp`_dgL~|Bh;iq7s15dk3Y@TB@1EOTD2e zx?op?D}TI6M3z;7>}w~rzg+m}w(OW~-xRCn(^LBL{xNw~8H)gUYeV(u-P_^WPI-G5 zlYl@4jdyG2d70abAN*Zt!hnzr=xihOTm9nH5R~t)wY6`Zj!u9Kr%x1cQ0~hIvmPL& z9Ton3Q^Bn&kppl-rIPMFT=0T&fGZg33jC%^)pTSUPuwr;oq@r01;m!C!2z7D)`^f3 z=u`;n+3U{m9vr0f{POh250`XVNh*GPa*@RsNyTaQK&93`B7om2Q(QShyg_*VYr>=7 zheYYrmHa?)-o3(``OZYT-;`6SG=PwRfO*ZlU!Wog7Ob>_WoE?;e@Esopn*Y9noAh{ zl|{e9nNa<79}hc7aV1=C7&n!>CpzdQ+u>;=Psb-u%z^M|3!qVAe)?1e3`k7RpX->L zn-`3ki*$WWj>WlAF!OAujz}1T%M0BFdbrVZ3JMAY?^}k8{a-+(s4X@=4K;5&+>N^AG2`oF8OA{Z}%5dsXWSdSvm3!?WKjv`ce0FxWpKiUV>#VU9}Edn>t$lsZO%;3tN2$j;PjA*ITzNf@HVzk6QbI zCon&B!DWkGT3XsRXBqiVClUbL&;r3(FB)zM6#*wZAq7RQ@Vs9ssBSy`{_cHR^H#UT5x}t)6>;$X^warNeQYD!Ox#|3pA(YHuqph-)>4K-; z%@)Qe z8o7w({Qx*!d}r+ru)Ndxu$#wxwviMz?YaH#_8YD~NX@zaR<-&DUk*<1a6#Ci^e9N)!bdyl~tp&x8ao z5mF+c0@_AwTpCW7#CHbjx2*)UaP*}$GjW~EExp@3pI*=dYex%#rBhr$h3n7{4%Jao ziyJtQb|N%h4Br(^Lx@}V4ZjH8hn;ypwgXivEhlv9*u=?geQ|v#{Q!8IyNf-qEtowJ zc5WG?7C2}?Cx~q}ak6O8!QW0IbfrgWt+bqCz$Sg9sFb5#bz5auwHQf5#aN7AryN7u z6?IBg9O<7wY=tnBS8 zw5aUBq{#&Yfy{wRx=-v@U->)E<82E!ozbJU4Mao`9>19c(%(R+@8ISa323LRoLq0IXANo!EPXrhdgtMNUjw&|ZE9-DSeyNWx`sx68K}hq-?OJCCtqCj0m->m(7ltL zi*m5bU9ZYIQN}^r7%JA$*7oCIr3d{x1WggMOucndtI{$zkTqm9=Z5m4S(0kl)nHD= zNnJ^oZGIHC_OLJ6VJ}O0<-3A!%T?+M+gy$6iiU}a^x7!#)cbnT@#KfUCwZe-8HWj( z1iGY5T(i1~MV<&}G&#t71s$X%N=BUpTo21(Fqc}@GF4cumLqL$xr=-5ZUbCX>9AK< zs2eW2n;ViZU^5UdjKPw#@NpT}0d`ac!cmfC`0}@o5vCzRSaJzi_yh&iA19DkPmEPo zIVS5-Qv@B=AkuldnIkjxB@Z`+e?>GO> zaFMblG~nj6LyJI=iL<*sg(1Q`{iIvBU}Yn%MwRqg7IM)emRNGbxxo(ZjKHxC11gJq z>I84TWCoPpFDU;>{g$VmF>HzVb>;h?VsU`K3`CLe;UB+-au?8~i(LEpN=W4=88Sa9 zgj;IsTpFTYHy(7-{?`wG0RbPL)OBp-(MTQFNdc>yV5dFJW=@BhhMOH ztKWsk0?$MCB4jy~3`Zt{h~r=$z8kPHY&p6vHg+Pn%7jNz4KFVSFN0xR9?bzMZmiJ- z4^9C=5cXDBR((N@X7y9(?5N?Gm3D>cPe-?7cSnd)sOluFn&#R2lnXjt9%ZXbbCY~l zCN9>O0u&aWF~s-6>W>ejgGyizmo=Rds2VSfUH>##fgb#~KN7m4XU@58e*n>gQO$mW zw^BhCJQbf6F~ff&#H8@B+%W`0(@9Rd|rppr`xA=7Dt*L{~vuy8if^jX;u`P@Hl;3N4 zGr~@ci<0!*@rG>-6ICYx_JM8@X>4rV4MGf8Kwml1XK6K{9`z8J`_XeTUbn}xiA3L` zIHW?fmDG)TFsQ=+eLDI-zZa#$s#a%30TWgn8f3$FGzPS0JR@?ogkaCR05f2sfT1q_ z<%s>SigcB31|DnRRZ%J2^Pj&u7Z9#v6jjv%h?aS%gYxP2l;P><9UH#q`HqFd-=D7e zHXTippC7NFGTmno^LUrhaXl_!K6{5Yhn8BMhI>3AdK)A7SQ|QSJe`6)eAnyP!~8anX5h48(!nvBRu%$EOw6A${~ZWm+6Z zPD&~)Fi?wt(${5f9&jW*5zMlxbqINrmG1Ta$(2CzAqbq#UBg>?Fi+ojH|4x8R`%PQ z<&4KRE}E1*aPrTI6?_d<9?)c4r-(kh*M_eD${H7@WvcQte^au060aN)7`lhAnOU6 zoz-~}wF*3wy$)h3%F0FnEZ@ABamN=9{FMk5IQ+{ow9p`o&$BU9!Qlh)?fLI`+T4n& zZwd*jW>%Mc3b93UDq|$qhjpl{(LzI2Ronrg5z8wkMj!KIHq+Uf*!bCL_e2)dWBoTz zj#^Npf5=Bx5a?zaO(^ke*vT7k5i+wrd2_dE^5^62Hr@?o_bi$I7*#3dwO48y^@llA zS(}$UVv&OI$KS;&efitT*(9ZRG}bF6Bv7A05RQ#V27HV4_9lBw~7pI<4>6doeDDG z{n7o5dy(;*GG;St0xy1TI_1whI8pvlX$L?_I#WympAsw#{#O`l6h#ZgWL*y|Wr=KMfhKbu)*zdBl#>nEf5YbwZ zybN3t*_&kU2~8loAWRRxtIj0Eq5hK6;45aUvUB5`TH!jy|nFqt6vM1D$Z3#H(y4WB=XVzXc{v?NFxzCTj zae2!wW1<%RCMKW1(QZxtcy`l-Y$JKCH_kB0k5<-lp;7m@8{=JKVd3*%M9hJ;2Wva$ z66SM&{h|Og>_tjCp`qLi7^BabDU(@*?{Cc~vosXB%4nV5E9?k?i}1NU>j}o>;q(*y z6B7W)fI%d*@4*fW{XC)~+uw1KVF`eBjA;)dtJ66oS~3FNEVGD+9=Ovh9kRzSZ0ySlpXlB`f*F2sh$(X-d#Jk@nSUL|G`j5DD*Z90A@-L-8><9T3E*la}l zY^Tk5RmQUXa7V$)Hn=&+M(A}~WUy54USG|dSnaBx0i_H-^<{ok#60+A%%*hs!+#-X z>37t#T>cg3zLDQX=^^y6VJJe2aqj96+%)pfj$QH%#f zH*`fVvSc7rVgRA&cy+p~tjcFL{*vj@E155zCYA8rE1=(jV0KL-93W1A)FC07i%$fA zFKbquw(}vbmhufc7A?J5Bhk=FmDd6FRTcvxypN@ZeY}qzF_Su6CR(e~h-dYNDO({y zA;f}2Wa#bfrt^nKaP`M|MFLIpIdxvDB-CM>GN)`#>It*#YT5V`NpDnk`a{H>|cTa$^S8%cEMjjnmd)OwwfWT-~fe!_fA&rJBYY zdHPvqCelCY`;o9lzX1@!g|T7}X($3AilWV^4+$=42R1L4r@DpiHkQs$AP=9HX#Tb} zIj?K{ps`X`Ut6yT{xp_-*q*e#(U02W2}7gncOf#}d9Mj*=0xNFI>Q_@K*GbqeycV- z|7|pb2Hxc{Emw$0=@(>AptQnnHeUW{XwfU!_4g zQR9S(vmKTywYRc%3$cmoNBx8($wl(~8Y=AXFk&x12+Z7wV!evzmPRb)eRGW%(az7$ zS4-y-DV`cj0n9}8FfWfaj@K%FPGu_ek2Ng?8S^np1u~t#G8yQzW5Idc1srTtGOY*B zj}Sl&Xpj&mxV!Mg1W}ekG6!OL=&Z|D;pQmFqs&`gxZZW5(bb)(45@#<&UL= zn;JZ;%l}7gveq(oy4K&wk&0zsPP?W+QeU};<3rctZPbazEPa=zu5Kj)yS!$~fJdvQ zH}D0)Suocz05HQ<%`#<=e5*FFLwWzx0uImR_s6XYZ}{jnY7TkQwJ zB|SwzJrofa#{$d)gfui9JUl!c3dbjIfJMwXe9FbeBq%tOiT__-3~m~PzKZ7Z)A1Ep zry&hY7QcYua-Xt~n3k5aw6t`%K=WzU_2tq)VI-XzB4WS;C{bjGPrZKv4F=jWZWi2h zNGu-cB__WU;t~*cCT-u)%o&-g%T8&lKH3VUjok}W_|}(wy3O%f+bF)%#bhJ3_23|@ z@Iuk}c!#}a!)UbEsh<;r6Q&wc$vo!JexvYU}fVr?&ncxG#uATviQuggJmhi}>P zNUfOlzc9(e8Qf~6lj7U#ZJjIEavZ@K5qC9e{G@}dwg+Pk_x(F!K9`AGWURgl&&+V- zV`zb7$2-OTs3ulZOlneN4YkQ1DO&ofWR1WnNyoQ`ZG~s$_=0RXOvL$LfKc)``+iKAS8v!*ux%%b6!swajnV+!s%N(P?lW0SC|_!LOdIKMyBf zNMJCdM1nQeRs;K`+UEGbP*bV3TAKyosmi`5!|Z%~8h3ChnGi%^C1P!XxCYVvSBhrj z4%}kdPb>sxW`Tp4(!ONWzwto0O6(VB9D`<^nM>@eeST zvmoqf73O0y^C0uIh1|XL;NZg)ki5_xZ!fldUIF^;qmM42Dl$EIAPIlr*;3hC{o2d| z>fb?SV4pz$Mm<`+=N$z+JVwHAu;%*G^>FXA|2@C5S;+IJ!BGiL_8Sl9aG$7Rr#w|J za5Swt8zkuBVo)emybWW@NdiOGmnEahQZTPc#^(FfBHpU-zQ`5J#{b3MTSi6sul?eR0ZJnwE!`l3pa=}o zT_PPKQX&kEv?$#}T)uf6hL?{aeqQ|GTr+yb%`5nS1X0 z`d-)P`h?N)#}AUF-}CaLH{Yz7)G5!G914rnYKp_S00VuW9sBW95!A`!+EHu8IQ3(v z)VLevn1nWuauVzTy06>7&Ym&@B&L+wZ>X}c3iRWt%!0%PScS!S?nz^#Ujjdr6V(g> z@?f_O-INPh)s?zmI{G#4P)xWBZ=by<|J(BeoH778zkQws*7NIf;(Sd{m}fwQ_*dR& zycZ~qs~xX&$wZl{(xGORI|zYT9!S-`y#ovC#e=){0n`h{wMl+YTchh8^23$mVh0Sl+SpuX??SCm}6UT>~dqR6+b29y8E58 zv_YtPm##@Fp5{w!S@hmGqGx))AqX;Brsju410k`Q)3+dnqD1Wf8OVtTbay zJAVn&RvbPeiplEE{8M%ak@eq$F?3QsW4JjiP<`Xpb`&dI+z?I45t$a#6mOuVl|24p zbnlLx2%qD2JuZr|y8$w5{?xQ;$4*HGKTb{F`Tbkl>oMfx7mPq^$0rSZSbKRWn6|i>gjPw`YIQG6X-1xp%Vlp|JZPoLN9T5~8@<==x$X1b`F7JkF!ae(P{ z_JC#=7)!=d3AuCt^IkpEyLe1bJd*iZis9GCMY0|BKy~_d5}5RI0%6pfHPrcTS)#5F z*rdk5M2$7_q0blw8wCWIJbsmC!5{-VbFRS6I6Y6tc0U}HwhU!ag9KhZ>Wgc@2EM4} zfvzhUJrxGi``(FW{{g4^n?-JM;|V}f`2a}Nthu8gtZ%wTXI~~PBx2l8kEJ_ox%+0i zxO1w-(DU6PmJH9`^hQZurm+jbw<;`sgQ+-7kJ0ILMgtA!&*HAfCd0Cp{MSDNfIvlI zQMD{XVedfI+Bzzue4Q3wB~&zx36iQD%U7RA010xWj3~AA8x6->A)S7f*|$$?lt%Bl z!I#5L`!eyU1D4@PI07$n2NQjl zBCkZe&ryJ_Ce-QTXhRmuXZ;*l3a>MMBnNg1XNE0ZF>JiTOimXr3v?i{g#_WB->BTl{}E37c?hUEsy(n;jNeYuy?vCa8PLUUi`Wfv0R zTC~_julCnEy~(j%$ogIFhs$BG(U-{z7kDKnkoB{}cj;c~wYXP%<#A5%Ke15jZGeRu z^^JA#Lm{lq9(+n^wCS5mwXgd_q~*fb>FJVo;#uDyTW*D4kG;Id*%jnSrLxF$BF9e| z-BP&`IZzqjkCt6@c<-vF4EUW%3UTdjsucP-D_QD}I=fP@+l9+shVaiR`$;#ugJ7c^ z`?6YnC>;1YGk7eXMMzOaoFA^q0bs+SVy9sCG(0p|;zAc(yNpraYPr9ow%jH-GkgSy zWnWGqLz?6Sw3(w%tY2XM5D1}9V<;ddCjN}cYN+wZ<)AvP72ip6+N z@TCs*el2we3e<0l{K|@^`I-zYzRbbW1Ngqx=YBNbRtAYIK7MTCkhS)XSXk zC%D=RsYv_$qivx}33Q6(n=jP~hPAsZTPxldC3_Z5`MuW?SG6qvSQAtss25UI`iuL@ z+E}KhHC(DnRcaQ zmnqHg`0=+b4DT4@8=hIk{=W5AD(Q|7N}Xz#J&X?2se^UcjTQQS zSqFL`LF?nE3zrC0qQRo4lqD{y4?cd}zm1I2&}KaQ^iqr2HH0_$loUVJA2CxlszTo{ zBOk4Gb(zgPD5YKqTg=V96`EF<2Ra!7QX;yf;0lP`LmcV3i}PF+P4Q@(J&HBxY?)XV z{cmY=%sh71s^{5uZ$rn`-@GN)vfNsJ^86#<@5?f5bzXtFgFbHWZr&a%uAP#U)n>^i zO2TUWs_~-n4jyS(^ql|Ef5Ejoe5$^~e@_YVs75iP2O1zYi{6`^FKr*1+Z6aZ;yt7x zxL)Olm#90>78S+)nek!+g)Zx!vS|vob1-2Y3X7FXlC7q>Jk2bsX#cn-l@e?pQ83;6 zMyIX46EpVoO*>q>Mm;oo^3kC@y2tkS0%jF7GtJN5pU&RF5P1IrNSFQE+g@hYmWw)2 zL`BfYTw0vFkjZGum#gR{UXbk2zSo6QHPh0`^W!UQNs1=K+@5%Ce+Delw+5pi7GGTK z*G)6+WGyIJ3h${k6n;vhS+@{l{RCaz6w2s-O=goH^^hFmQUA_zsHaCBB^_}C=JK_q zf6K5GL4!O+D}*oHc)d2u?w0T-R7F|2jmr>iwha2r4bh62r_;y zu6{k9>6L%rvD1|3)ii0%VA~z7kzZE}HWs%|@m@GJmwg;(;YE$&C1HOq0?ZUPaBiYP(?r46xnO9v^5bZ3ABH}N&vV|) z$yx>=aLoU9#v{Ev-eU59(tz^D>zf2jGyAMII69yWnB~MxYpNR55&@ z%+=&@xbPgJY7XU3d66?TbplQ1)Jy!Ct9Wxhd%NtA>EZ;&IH+Pf#lr{&t^W3%JL1EAV$)qHzTl@|$yL;ROyCyxg0Hjl0>=3=*JN+QPuGz7xx zl|Ba7R=O8H65n^P+SG&UjpPacbjE$aue#&gKJqX~rE`*iiYO~Bt)D_`t!!@?9h060 zIQC20$3*H$t?2f?4Cs`O&Tje4f_(4y4c@|c-;d|5ZDodNq=0E|?P8KtFW=kwBK(Az z93OltGR}yD!LF*wCm64Q%!9}c&AhP@cl%^E=M7UluwQa9*vNjHhf!m@B3rYWoA&`Y zB5zVol$*aX2NX}8Q}FGALs5N;sd*1D;WGi#@|pd*@(OgW-r4HPCAav{?Xy6N!{5V> zsjvTWGNX%20X+~4Hv&ZLL;+s!Ir6aoUc?)h0(mUc{|@vX`!rswQUjzHG5B9duj0FZ zA-!a1G~NoD>gq80?=Mt#wjk2jdEIyg#(-FOerW9GGON@u3KSPU1LUO69#f)NKKqMZ zXrozd^T}QH1%owJ*_xcs?<%>KzkSRSc2jQ@%l^t%-&!tMQdT|Us9KZMJRkdG1*K0G zl0YQUsalkl)?&QP8ykaCs7eNJW3g1bq|wYS=ApM6Z*oo(eJ0l_B3~8t z($hG#?N^0)nQfYKNuI%Ujbiw#cg z@($?WMBkyIKAzLxmv&JYP@C#c)r3>d;=X%__Yx3eIe;giW6dg4OD9ST2t16orz+T% z{k<>FL~-JbMYI$a8Jh6ul+@L;nU&;X=Ij0i5%=G0_OhrtKI<1eambP>oxAFL0fZ{V+ZaDudkKd1sBz`wXhv)P+^U?6@1SCia zBPEIavRY(%b8JyYrVE{tX{v<1YiY`?J~0M6yd<&$DkAh5?SeKta{e&GEM!FA)qd%*m3VeLJVY zy3Jx8@sMQ8>-|+f2;LFZI{_1?uD-ChlAGx0CXaB&q8o@6_@p-lS_{jHx^OZ|Ru0TF zYutY!#yZpokG`=9mCP?aJ}pXSYFD*Le*;}a_6^4P=~tb zHk!cPL3De3tRMToOq#M%**(WKgdN`M=`){=jOQw?1qn@-H3}Udg92`~XhG2mlD72z zC*bjbG^&w!@>yJt*5SRCRUtqt^6W!U(nXZ~3HwFhz{W#CRFvTWDV`MK8@;l}dUT26 z`Xu#o1^QxIEV~x1kB^V-_C$$Dbvo|feME2!W%C1ER~zbW{|{5Qzpq%R-vYS$x0vx0 z3iQ9dC;r=Zb|e-MWyfNl^fP(k(GKK}S456pNv-<-ZyKxD+{TMfff*(Sxie$m3nHJ} zQ6nZK{>fvlWSQMFxLErqY>fP#mjf&P)~%2NycV49GAbm{11dI89yLg`e9dZQU0~{#5WI%&xs&&6Pgxov|6gztH6Lkxt zY_LF!W{U)bOyEL=T9H!q=RjAEHik37CiI!-wVN|=@>aXS6B)Qc1>cQbIap424CE6> z54F@ZD(|i$7~pG5w&bdl3lt^Lj-Ow$h6qsc;43Y0g!4nC0g^YfDfE?^^-ir?^9e!1Fq zgwr5^*HtILZ$v++QAqy4&|N>R0&EGCSDE=xMnH5-OsCf!6!s(L^?Ru*1yobAn`DXX zijXiWq0K*1H~WU5Bf?qvkL+*^A+$N7paF6osb%p$HEYRHK)Te43ORh9zyica?~RN` zNlq25dc+Kn@l4Nu^#PbL$6Lul1Ep^U`|B>cFv0g6IO`sOjypn94uI@Ok48(f6agEz z7Z0M-HJA2Y%M>GXo+yPcQE6{d?|xMWZ`g6)keJ`fio#keOv~L>&dMbLKypDR)Y0?M zX+x^IsY%|Odtx*Bm-j49VpE3^d_RkOQhfAv;=fyu5}u~=l}l2F zap`W)7#JX*FZ+anH2?tt0Yz<3XJ-UT+-#cSzN$PofDY2bR3ONl!a^88VW(3sfh~TX zz{4LnnxFqeZK06?9gy@K@%()sE_^yVy3zLOctAdg1lG14pskwaJ8n(UVS1hYE4IP) zWIF;l*+@5Do#>zj5ER%ai);W+rz;@#5m&V6x`yJNTL~P#TrODc_LdSoF@(8~qs{cN zQ~GfUrP9|Fjf}7xYry-5DBXyz%eL$wwKd@!l$R zd|X-zs-U!vvaer+jIzY6v=UIpE+dYX^9yB>f;w+$Easg@{Amkd9{jy9zJ|8W10lBM z6fJyHWH+sXS4}85h+Yc$wzBPKaw9&Qc?~Lmc4HH zjN9kF@P6(3VzIxu7){>?L$0SAm_%kvcLQYn0c|-=pwq^X1n^&^+81_r@aG0XH6W62 zI_K{nKPVRZ4>kJ>6h+xd`uZY zO0b-FUZeE8W|EJ4_tQ|k^O zG6T7<9UyN`_n_cni)Pf7{QqJ}+oe%TRYDJyc z+7bNWrG^&EXjWIRV``((n)@wow1^eZI1&rW-MNnyJ~X7-^l#X_Z2d1>!qvW{tuKHx zjWYy1yR?9Rwe0IWHv9*UXZwa)zzv%faV#`a?`%gZxY%q3(MYKe%8Ezc=9Pfor%g-J6(@uxTyShi(>?oLs1hqQ?Sfz`I-V0$GGo zps1O!C7udYLy;WcqdyCDI^k5t8bpl-UU4z>S?&)I|n*-0gp2>#j zez#w|0M>lkTjQa(0&fgx0N|~Xe^vq;-4=#kP(V+`s+RtfYWN*`zOVHTvn*EXxtH~q^CK--dr!mK%V zLjCp;O3?B(vrtNH09Z&JrA~q8aQf^%E)~1eoO9N<8*Zbv?21F>34jI=HEaz03cHg} zdjB>Ev#+(#1GJ$@LJ^=qS6joBfz%#;?iwv9GZw9@G)X*R=|q^NOu1ICsYS>;5%Bi< zwkfJdO%cXiVyFI!qU0Ns`Ihv&G46O2r|?pGU&RFD$1Z!T=H(+;)q+vQ&eJ0%lX5d# z6VtcE!4OlW9TGP*%U(&xsBCXd^eR)uXz2xwIyEg(t4jLS57K~VAl}*@x5KIwE7xQS z_EdQPoi1LjUi^CL$g3?OPbw(GEOUuu?q|Bou1Fl>!*zbV>6*JWi0H!@5?ZX0P=i(C z(@AEVlG8rM`u8nFH-P9Z9@3rNzJoNZ*WUL2!)@F}*xB99)9vPrOA}L|AEo5*3F-Ct z;%4#{?q{LEL;W!O5mzZ`G%1$)>nT?af#2G`jHDPik+`(W`jVkGR6;dHha?!MI}rFEe;4b#r?9%Jg(PDG4Dz z4b&L%AYx;{!*Qc}cjp8#A$UlG|X4!#`Wo1ei8{5>klQa)D(T7{%ONyjoXQW1~z zV6XtrWk{fK{ysjTnl;K&`wDu!fODf93Gl&emn5OY8sA9rR4nm(tqC%M$!p*36th;Q zRI=M*wocsA!{iZ$5Y4-c8TW$ZqP@UbrSV*VU5vaJ*N%Ke!&^@Jn)rZ=%Y)fUMNP`b zwz=yOhNW70kN7OnOH-&m;g5p`=b$r{pE_Oa=3)obDL;s@{Z33Yjg_E}7zy`#P)zl@ zWzj8i+~pOi(Kku{Uoigi^?@K9jrWmK4gbv|*Y$5)UL(@|ntt~_T-BSM`D@E85oN_6 z$d-?*5YX>7&>lWYIrD~}jC)>D2cx5%`)0EeHIEdHtlJGe#z>GqW+jfzPf4$Ge2}zNMFK8Ay%TE_4#x)L<>HBft`yZf=lso zaK~ZUb+&Xo*^$l>(gD0QvZZ?vSwy=b!b|Upkh;f1v{l#Vj`y(ClkYGFuM;*1UtQL= zo(k<%YOudVr*8BkuRMLhe>NavHCtBXWSi(fQ(ph!-0*Z_{B(BDqv}dtFwN||3D+b1 zGuO_0Y1eoC?`ym(#y}6b$O-&?im=2s&VjG#{P#1uKx#%w!Hf0uT`)GB$f``$gK;A5 zTU|YM>JHvR{%C89v3#2hQ-B!F)jqXiNhZ-By9)42*@AL;lz8mOsh?HM)qwz4WO_dD zuMbh|q`D=n?Nc}mym|Qh7?!%kE5a)XG@STWK{^C6RVF{j@7Vmsi>8CvaaxV zy5M2H=$Zq(#d@M=>M_Wld(5ozkpXO7OCIkkD3t7G6pr}E`j{bFZO5qiLWF%oM+}eWeENe_`n%Hr$dP29}xO?($x=&^gwDjW0A6M zLL_-r1;!pX#-qeQX(2@Hemw85mQeP4%!cX67S^$R?RaEU2HIwF1HYyVVpAsq`4r+n zcpD$@uU^uOPwtsLi>=j_$mxvy$PB^1FQ$cds<-E&;kQ3APVl@!)Elq5N+V z`9i!S&6V$4SlMiKW-gNc6AT{0<<))smWvb7rPMbrbd^9Z;G9qX z%vs*>p4lKm^s_k-YiuhLTia9}+&($GDxY`W@e=Z5I7gY}-9)WGA&2q(XDcQA%SzZRu8?n~mh z8rbtFa~aT>jS+W!D7xcmm!Hd$6Gqv*X7Pz6tN{z$hWE@LNhzFCPN(yckR+!MFqO&z6C4Dl@@S}aIUrRSL#OkUl zq{Gkp;DVegRW#>`YX%W#hLdts#cIzU+Q6#)*xa2*0$-4|57-d~++mYz;yGZm2t&}{ zY(~I|ahxSDl=<3YD_XJT(CFBAEPua*9nJ(*^*bLINPB3076|+gb&viLsC)5pdWFy4 z`A0ruWqz^vP+3Qkz@js|7)th)h$*nuL`E9PZpAE&56iAtd9;&&ZJjtxE5#mO9BlOD zB+uaL<6^q!A-`wT=Z3eO9tROxR^k#Y!3^v1L@TRdib9?4D-rE8dq&3IXH=>xZu*Yv zO;!%AvPUV&o7JcKLPNuO8i|SaEk0K3>q4`KJX0|Z>erk2`a;N0x;I^osl9~k8Fe2SW=GGYVs3~@^5Ygob%=?k1Yp$#u`@R9l)GJe_Qy;8g|g5bY9Ic{awTw17fdF4&eefJ*jLuHG+9f9_02WsMw zF%t3F7>7`T;J0YS7ayFR7?Xdz3+5~$CnN43LFmG68eC5cclAE*V$c=ddJbc!q$ILX z(&DS$u9j%-e1#j3a{k&g=!crbdC*iMZ>Vp3Iv;b;LlU&~)655J{`!O}7r4zLLLM!KwMcu=z)C6} zB0Hkz*3V}*-qTbxaE3~!7OsWOt$)eUikrGsoXK|7@#BS@#UfLe68mIrdVQl+!_wa5 z3foM5V9c;7D{-o(^YwL2s4Rj-%&!(oVHaIRaD_;R+vUxZdKYRWR9Q_fUmWf1;bd=L z)tG3tZfj(5(NrbWyefZHzwAT5 z(CLv}r-=^)*uvJbDyQv)u)K;~G=e2M_RpBGeEw*8haHQ3No$B)4hn;=gc(<9J*!tI z6+U?9)Z$vSZ|pwyJjF?8tYXhWJI}M=nt~WcQ);u+=MJ?|y3~QbKKB-NG|R-!;M|vT zE8*m%WnKiVqG*G~2akALkYE8cqu6qz%Fd6z!(Bx5Bubr==FMZDL+utU3NP|NX;jH+L!Q z*9ozc49-kJ^axxCxWZR+>!E~^!`UhQ&B$5?M(ZC5%Z zy5U{5W7{Q?lppp!EYt90k8@;op1NS-4{NyCrWmmzADtw4#ul7*T8vW!E{ntx{-SVW zMuir7!q;{}2Iew((GxrQkABV5cr)DEB6n6j^0+LMKiMH<5?q9?!x})odX`Iqvqoa~Q3fXKmk7-cDKZ&h4 zrT0wz1$S8~lJGMA)c0^HLPx<)829xK~ny)Y8QnRrytIj~8Mq9}+ z?2mDG>8YzbSaWWY`n-epzgP<1)URj$svK7$pBu0P36_`#!^IX?3Wz9ntQ+Poq6~zf zhLW?3P()N^aW>Ew^CzOupXPdns}H zF2vU$3>k8vG;O>G9o+if92Q_X0*s>FN9P%foRvD+>}=pYAmEXq6IbuiU-d+wQ8Hr! zZP6XM-zeS=z)7A#oBSnicXui#@aDY1Y6MRDbzmyk+GR6153CA&r;IJv2HcdVaLe^T zbTVbKGYAowG4!Kc6}}h@bHOCdXEy0gcst7!?In4lEY?Ho=d}^$zHM|(b{QZU!|Z%b z6q16Q;qA!`nS6tp+2uo`zkbs*4NQTmsgZxsPs%dG_~Bch;M+SqP_EPNDXOw*O{e|r z2;n|>GQ61Vlr4*T1ML`++wVDnt0pZV*D`FPv5#`YuYoLoHti* zp?2DXsoG1dU7bCYzb*@U{?pT~$%wyJ=%@a=_X|!GIB#%N8C~Lx zd(J42JFP#dTJ)-+TokY`dgvFTGc)!)ai;iA`=x81!AuU}B%+ThwHbG!;r-n3^fBp3 z|K)5`RHWyRWtOz{2M-#}T=5o}tcr{476aMp34Z0Pr^`yS|LJ?VM&Shd%nQD728NOu z*{FKQ^(E??>UjvMr%Dg^>&0@X{LVr!J@P`|6j5I_-K=n=@I!UCPU0L>Z+O}*U_Ew4 zf=ARRWh-HorC)ZMx&{kV*V%Hn>6(r-nDZyM2J%_bjUU}3K9`~Xc0B##^*3Z`s(Eqo zuDGH9TT1o1t+9f`%ix68r{f1+*T ziZLtf%p`>=!#!i2&RhJE!nfh(VhIlE&N5FuXD-|Nc zMNq5=?$HmP667bO6Az!r>$_X1duSr<|9Xz}N*4d2(TYgZ6B~_E9Ss@!8hHp<6;3=R zJ<>CWk5=em_*jiT?2jhaGpbyWWWDLqpC6&)+KRDub*v=vJG1rE_W!IAI{M00`v5&j zzu{^?39>Q9<=Jpix8C`O+qI^P%qPc{hU(C7-j1$quY3m7vz>>-<<|FuQ#S7hPi}au zlu;I>3?&B{P?xXC6wVh1GOWHLSXA0ez4Lu*wwvwQ&dX4-pSue&2|-rLJ6xw!+yj;d z@eSi2_ZEowiF~qKYJhNjO6k|xP;BFJagUL$)R>1Ka~)vt{89FY(P(-sQg@BkuYA4P z-McPq7WSy%47p0DzUok7FF7-cNM;0aPGuU1A5X4-lQf2}<{KB4Wjqa(g&9dU$y~2+ zRD?!0u*oGz8on#(X-uK%ZkJ54XnQF~Ic#7=ny8Lm9Ns$hyeOZK?%I2D^T2{QHr(2> z^p1L!aR4HnJrW`HSC9BR4f-dT1NYYi~`0+^lsnrED8ngY%TB?QW}SWQ=s$ z5~J?6Eb{S0BjD3~eSejsi33S-r*V`9=two!bb(w*TLfNlJzdr~h3^wros&iM?aPnN?NpqB5D;3DO7YE1uH z=M`dxmA0x%t5SIpVW!w1pUV=%kCan?R9b2-oNeWP(y5#9$q}j}i%i~=xvSi_%3>xq z5?a9LGjUjU0^_9kMI*e)9fgQz$JKZt-%rEZI zq0v71>sS2U^1D`y$p~m8@M&@cSxgRKJ$fqlM+mv!ybHpE*db5OnbBzR#D7@!D33#X z@Tv@V)1I8#jzs(d&L?XiejDTT=6e3dZu=3-hSuGQ=BUnBM{grT?<#-!Z35J&a|Dkq zgtWFDK4cjDr?)^mz>cQ+g)gZ7H_?CSg8mILVonmdOt8#!Wy6*D%R%P<{^5^VD7}B@3 znTiqWe^nIz-{t>*m;XONbpLfD{r`9O*Wq~q6P!9s&gyq0vNop*o4{aV7B$BJ+H%Tn zB1Y@XG5$BbZ@<7y1dAKcZ*Zvrc3!o^4Zw%0=8cljD9YSc2*^_?cf-h@cO?N2w^0jV z?(Q_M?`nDMl$T6l+d%^YlP#@)d4g~tK*EdZt^h!!>&Lu=6JW6SCz~AUpH(%d0^;nJ zW_RoMb^(iMYphUj%L;yV;(|WebR(HnCH9Bo!U$yH0B?joJ5)F$h?f>w(4?~db=wLM z&a6Pyv;zF5UBJ>l^rWFWjz+GtY;<&$<(~*|)vPy29%CLLvl(XckEonxY^;Ei&=&MJ z)TxlJe>o8LKQ$KB0_p)mX*vZX+03Lw_BX;j+ z-BmY$5;()tFF4$(&@g9Ex~Y;Sy)GL2!2T4W>*&lf4d*mf{w8SFYHJMyVYMYj?dt8_ zz#roeF_*qBKP_+=tO9mh)}uGaTjO;gG$-?-PM>M^;MJ47`loH3rwmu^zkM*TCbUVn zPo|-eDwpF;9Q_^m&2?cxL9gc)qL-ZLf_b@>#2{F|a6^!-K|+uoyPW&#;@FN&qtISS z`20ged&Bg=X{WN251q2}6Daaa3Hs&`=vpVk1=Qroj^u?wg+C;HKHBOBK^j6nI|H+y zx>GQ_=;N!XO-dUpzWEaQBAO1k@$ZByMr$Im$#}Dy9XvqP=?p*eyHWyg=kf0Bg>MT0 z*ozW@1rGH9-#un{M0MIB5cMn7?{YatdCF`Qn2xBF4$@eHkRjmz#%gC>OLbso@3Ix) z>vGm9N5-Yh{4}Tw7((m;DcImb2?%ezyzpF0a&oMux*2?fpkt#n{chvyIeEFlgK zp#bkbDUzlyow`)^Bpc+SUye zXT*>M3&yE^`g-q)?0_GYO9$tueanRZ)6Sc03WpJuYXRR^2R5G3P{B98XuKQ^gVi6B zcoaW_df~LLqe7UD7jjad z;`JObg7Wb%D4Q^`J=hE*2O4N>3H|Vc+4@W&PTYN5iF0Ig**oN^7ISewv%Z!x7$N z#M3ROE>JsUMStEc^`qBu7SQng!t%2(m7NAnx9juWFj+JT5}<9O?QUpVE168IP<59> z^G*q;wb=1Oq8(3H(SY@U>a7Jd@b0kGFw6@*U8T3cJ@& z%iSgutv;TSzCGpQyh#4${#bm-m;E$hfWtzjzez?)o{ef4a8MlfCi1U=6!?ydG2@4F zL+^Y7(P9})hX|Q^9&-nkk?4O;EoTP2`$24q7Xw^e;Xenkv4geL*hzj#5%P#c!lbbj zxOkKTaH(~%_CdPGTsyb<(QMa&FcRcLbEU&B zq60<_=N;vO9ZBBaLA#4vn?zS%unEQYrk%52*+JXO-O4U04!g{yYgiMY&O0A?J+#(R zS8yTHQu+`|Y_<%~pxU+X@w-@QlGAIn3sdwIuCequBjgrN9QCwF1Y#Vy9H*`yxC+&G zFMBFBWn)L4Kuxpbbsi7XucLP9apihoc_TVavq+>`h{3eK4Wv}~%`#x-b zsUhJsvwEP2#;s~X-1dI757N%#{Rt4E$!Uqwua2Blehzu;Hc8 zwH9|K*7)IbB9(g8*y^_@7hS}xPb$^6m}HZbt*lRWPANj>9~BZHzV!R$b`I`IuQI&{ z&2h+6L>J~M{spd1D6uiKk*nKy`(ghpoU`@`)+L!`sf4GMU5{=2(Rj-#yX1;m8H$p` zxiRk`_JCbPNqfC5q_IIi!Y$8bUMwd>XpRu@*eMe$H z?BvB1u4-~l(E)>zrlX(70g#Rz%Ti&s(}t^GZ(oCdB~2&$M&}K5%-U=#@38vsaBXSn)?A!U*y)z#ugEIJw zuF9-MyX~Z1di%qT%#fm+Tnj$YBr~nUiDOpYXBzYnj5>LiJnHfntu+}H77|^r&0c-5 zk$#od^DrX(I$Ii^LijUe-te)ZYQ_ylFaP0m=)vBt2?D<}&Cr@G%dDN%#8hdd=$4MO zGxrijB8L0#2TW@4HH93@0}fkpXWtJYPCV)@6KqD`PG+MCCBapR)JNjxPzS%JsjT>Z z6R}?;-N+!Qe=1iIOdW?7eUOxo%yV5P5>Wu~M!^Feck1_0Hp2J3#XV{nO{h8MssfNU zFMgGo1ZA{_#$E++)@Cje$6aBfBoDzfG&JdZPPXY%_zHSp z()M7(qzdmKZ-5YYu6nVQWBP zkC%VYA?xVnaZN2!)aOl@lOV~S@VE_ESs2kl=b`5meJfffI-FAKa!;SBH`!EPWB5cz=F36dcQCEt2h;P{W8c-nv{vRQ21AAS zf8A-+GwOUk^;-BTyJC5Y+lSWJ;RP~>KK50y?jWB;jj%vip5P5QBzJs;hS!bM8;Mx5 zV18PA3aRJnIx39$&Id#JJYs+IMDn({E?YV{FhnUy_ zB!~7q#;YPqu1MXc6jbZZV#Q=||38xjj_wLN6xHUiZ{{%4qG#Z(2UB-=Y!W=2^rx>_1-Y3x1<7eeF zer^3TE1CS|SC}0AsT&n%E0khOBw$*+UgXTE*K`q^3c^Nya7#YkmG;2VzYf30*CsjB32| zxX5sZQQ>Lf6MgB3vv^OfV~+CrUtJf(jh&?3>0Cxw{cWGXu`iXV+Z@Pe{`GZ_pYTzt z{5>=9WF^cETo_7H71bkTwU4fjwGkY{&BWC**E}Zu;OVeNY-j&rDLws@e0zExH~R3-ZWWzPDg7%=a~ubo(dILD!08 zBTFA|cFJ&K-`1E|EHXjwST@(3^0mO9p(K6`&U5#i`ZV>o^ajr_RQ{EsG1_8df%oWGePV3 zj|@d^)>pig#C%+$Sldy1XVmk-vokh5|9m!n;sy4JSIUs9Y@NA`&<)8ph-5PvODB7( zGv){5{Y;u}$oQO5!KG5Awc|dBAUNjVsMkM_AXJ~K$UmCm8Ek|Fa7DY{FOQ-F#6Kxt@W#XTt35JPT!gP)cLrhD>Q~7xy-K4)WfFduz!ZwoPRrB zlDZ600J9}iEkqy+%wCapu@@nI#tsLrdlx0njpyk$aV(A9BGt^Q$KYDjvM=Q?)^S!e z)ZvDTnVUWq*!c-Jj7_IW<_VtRc7#ni;FUKCGdq` z{hs!mrvAbAq-mi-35Fm8v&Q&&V&d!Rnpw~u4jEbmSanEpi$;eapKqU^P z&TkX)l(${FjCFYw>rxN*9!W?2aew)I>XnXJL%B7gtDy!{Xf<V?JO{&?RG)i^kf z29Fku$0Lyb?rwJ{Xwv1#KVrc#xu zfNX=&ZMtwUTZ9vb=hXL9vYZ!&aAwk<}sfK+K$ zYoj&CFpJa;>;h`_(EV3(AA76VA&Kt&ZH;yBZ_jM=Zg(woqm@h8rD)y5;CWQCoaR-* z@W>+MnY!wr!MDZ}YdI-9KSgY~{RB__3&igpOo4~wCTT)P17ZQ+u(i$&ogYt8EyvtpeE3vu+QjCO z!K*Os?6Gtz(nLwBAQ;IaY_yRuz%>F9xdwIW4EubkI4hf&necWuM5_MAL^8u2`NsrU z3Cs=6!o1eVx;^Pese?rRE<-m$(Y31AWxjx6zVyszRVTt)Z0NO1MEJ>% zS>u;CpxrWaW+BKMuvKp97pzJ>hegk2IC7BbtGj-w3qNA?0UcNRg75dWn7p)OL8$I6 zHu^>t1^j4YDZ&KgfqSd>v*ad%pgp;{txx7+u8mrITr@igt=wCWLC-bTonKsQ%f;28 zmm?*!QnP*J+s4(!Ty!lt`!k7YbiUq^uD59YxE|?W%du3y?eR1~j&$Wo5hd&IMIggC zw#3cLP5py%elozu229-Dbbn8Yiz}3|VqsxiE34zD-rs@ZgFAYn7hwZ#W%hBd9_{cu zW?`gtsX{-o(ldBUxRciD|Ae1S9#WKT>VUJIx{Y%~tT?&inpPk=ATjOzQl4`^_k+u3 z>g!?y=Wv_BYA|Dg``eN!z?1n~+Bvb3QQj4wWHc8zCBU8~Xk`*zc>gvvU7jYg@`@%t z;CbQHv2_VTJsk)*(&8T6HvsSxe#ocbTqRCyar zRLG9$T!1%0|8nLy(x;9^#F7VEXDT)1^{Yd`td4kUGTy-6W!tIUkLjT>p@;qNC^lFm z#S+>$UZ)&%a>4h)R5mjEJr9dehEUFuciHIqx*d%!d(rkw9ljP1J1hl1p=J>QPfguY zT&x{D_1HmNhMCnBbgRITu<#?*a7fqcy!amQYUWqCzOKv$z*R0i?E#I|JsxcK!dY^V1mco2yE*FSTdu=OPy<<9?N@4cd$Z2NUz6$R-^SEMLiN@$970TB@d zLFv-FNRZwW5fA|ZrT31Y^xg>_=^d07TIe;jgcR13_nq_GbItc#W6XWD5B56aL}4WN z{XGA2UB4^0ZQldEO$tm^rRDAqm7v~-eAoM~23a1X+sUNy=CZ8`BnYL| z`9k)*?NP$h*uZ=C-GXGYueP#+p4{pUnl_}%1P-#D3@N!~O2IWFyNjF2PNN57EkwfY znYiz=pROsgX1}xIa|+7)_}3G9AKPE(bQf{0d%~T2K89)=RL207yX~PJzX!w$W*b!^3_DNT=&eR_pmMu+wUp;>s`)%b$P z=(c`oN^+P%Ul4IWv7#e;jZSv@>6mirrntVxgV!5Zzcxj(cgkZG+d9W`R28us;?bN7 z3OCqhE9tCRi6(fJyv@t=9yzEwnV5VEayT4TE3H@h=CGOb%CO1H+5Kr^J>SviG1gF_ zv_29Zwo>D7O~>&p-~wn(>N7V6BWB^iJ@@&H5q-=Zon0I;s~c+K+bV1Fnd_ z&9m7nsj@z!#%tk~mjd z-IRMmjxrd={vrcP04@{Hf&0=wv7Mz&E>274)r@go#t2r-NYXWw!?YX;`HrdbxR=>c zQ8He7#B{yxI|;89=eJVyCqNXo@w&16Z!A3Qyu z9s^{m+>TJC57uS_1Nyr@pi)`j+2@izb;0n1P;qdYWFaz>_8sm5<$3X6<@sUh_4N^m zR4$=7pWq5QmAc;@5gK(E2Y$x9uk|HG`2D~KS?_m!nnzI%qj8V2@w47jnDBc0F3V>Z zy16C~IUEkzD`kb z)Mq285OJQ{58$58zSv|Xn56yciO<+PyK z$|nA&l-CqjY?oXH2jdr|4Up_kMq#%|pk5H9C(xaFpNxra?xv-qB$KD)p;Goy{QsNK7MboYJ_ zv{I9QS;abd&&k2FN4@AkevJb19ee z22YtP>bjz=CpfU;#HSXF)FDa!*ZUh1pPX5gId}{lmF^%dmevTT+yJL2(^P>Zf`$h% zN2y@XR)1fmB<@|_)qhqm0nIr{b?_7CJQ4HL7u8oWdhD%{(i)=&jA)xIIr?-A8x`gf z=~`7lP~+XRqp`PV;j1aKF*+K9FMf%D;9H{_G(dC2XgI8dk+3x1M9jxgJ0qo~ZgPsh zS)uV?e}4Nw%rk30jbXS5D+r8zo9%Ime@=?+Ao@PQLwhU*uyHEF)dn&~PKW36S(N&9 zW{wWGm63u$K!r_DD#5y51bAB%rYh~vD$d~}J_c1yxm{f)A@PAW&84@1c5rYk#*^ZO zlh#lc&dsi#ta#l3D5v3KPib%+?X&^>(}UU}EhG;|A(w-Rr`7*_?S8n8=rjc<%!^9{@3Nfpm2AEiUC4QIaOwuTDO*0*8 zoxnI|?&z!Q%VxM2LEcjY$pX4mMxisMv2f|21kV}utqMM|Y}^&FVxR2ZjXqu+r}e~^ z_gJ_XPEPmy7-PT&JnZviC$JaR357tf1=*P~PKBIr;+1~e{M6pxsI^bX#=QB|K$xx| zs-D&N_1F4T$NcB}LDgGrX5$D&NT>Fsxh=#tv*X(*&9!e4d(ELX+dLS_9}NSZiOXLT zVAj*MC95G_k`RID1ytoBJZqop^oK+eBwC zp@Y($;Z>#ww)r6g`k+2h! zmvubx$BG-}1`K$WHfR=zXW(%;RnJE=NoGI@TgA~%8NtTFLv{(1m`R)Ox+KZ-^om_N_+a`aX`S>I9-PR#^|>v z@~M3qPIh&7H@Oy8sS#oR3hMfO0sc0<@=OyJ-gb~Ypq5#*4q=qV|ANx>=$0%GBjTpN z9xvPeSzR6_ICD4J{GU^M>k*_OnoSs<$j}zRDx{ zq3F*`c`Q|!+>nPHGgEYjrFPz-=V@-NGYcW{33g1t>!lePcu?6+`Jyy0@Uqy9`u22z znt*~Ojp5#)EM7~asAz-)DMHKGcO4?e@u(0!%nt=tYqIwZOORM{M+pJQT@||Y17Y(k zag*MS-6EaFb}hhGAscZY1P`l;89la5TaSa?JCVtSR=QZIEI&2qAWM(J0Sca0qm7_X zYO_Nm4=|cy&fx}IsGdg3z?<=^UpI=8%;{`f3g4&eRIK6uCDM&4%)mjeM>*C1{!kOxq=XG zV2ejr3`{?hyTtbY>H^frL8VaO)!5T?4EzyUh8MbmEhO(Se4vT$4Y;QYy53Ufk@(uV~TpB<-osp`0g8ONlsI-pB!&C*KzeWcir7w zdjKPAyg(E!BG9emc*|nnyHCEGQvcqgmI=SV#-R6hIdz+vMh|d~ma9+XXM`rAoecJ4 zv}6eH9?rCoFKoYEd5gdGu=)-NZT=p-e*9CsbC*2Av+^^4!+g}GG-6$C<3AvF&dCH5 zpC4=jI3T(0=JH(QQt;JKelJ{?Cq7HSx|=S-@pEk4LeqPoFL;LCULqbc_@dNa#MNva z#2jIC6L8m;e<1-?*;_n+9xGsd{W(JlA{Al!ObYeEVlm0UWI+FmnjkuW&3ZD*%Wn)K zQOTP1q`&W?>QTNisIe(Gm=?yWZL&O^iv!z0a=Z98eGHAs1kVISG$1&@qJBbDWRF+w z=q3w@f&s~YcYW&j)~(|Un>=#%LRCrG#o;@LO)hWuw%m8#N*k!5`L&1n#Jq7vyeapV z0M8+iU{#*0G3y`~Wom+F5Cmn}cNr(047TsSg-nPw-*sf$j9)W{*--BqGyY|2dyOrv|r)NEVbc4H2q$}`+ zuDVZ&4%{?)IoVyX6dEqitPNTj7T@x;!|3J8BqS}2peDohfO_Q_Ru0uheeV2_&WC^( z_{E_B?%N?r(VBN+}_HJaEL9SZLRaW;)0En=Mb zFxI5|5k;B$-4f8hijOg-8I3U~Q3XkdrotURetzmORNw>Quni-p=IURTF0+b+qC+uh zbUepGEqzift?Bg$AH5D|FfZaIo|Esx*w`ywpUU>)2hH}*C1)o$h76nw9yA+MO0eeN z!w1K9-HcGmUsFCPrSL4<42l$ znCUZ^fkz8hSI)w;J}Gsfk?I*2(AJ*~N_WWwTmk`45EI(e;{vtkPEmbB;Dp3jSQ+?B=zQ=WWKvnB*4_rVD`tnAGUlodv=u`YN%Ot<+5PFELnZ#qkjpGj~`vx zLH8}t?65_1QP>C*#s0|y(k}*Ge)k{^antgDf+vzXQ3tLon0ORDIn(29TBfyHC zbAlYD7>l{azWsO7@BpyFV}{K6dntzU(SZ0hzwxk}c^(M;(W?Dr0zo78fDlS|0_bC- zBM~TlE^xya*x@8|6LD|QSu<^vtGx8e>obJ?E9ts4Igc-xK>t&Z44I8fo`$5}TzIld4l1k@!B7Sq^ME?b-TrdTMHV_jgOR56DNJ=r8MLc z`1D1X$=-XpckK$`j2L{#?AdBm!xAm^-uq!l)yd|5$1PEx3T6Z63?4_KrwuJiJ&h)D z>u*YrZ8G5-{w#oXhguWpR7xLS_+_+N@{>)5hJusb%cqcIMW`CXx{D(yUeh#R>(jF* zne^9V=Z9kvY#15{{wTwf5L;O)CJ$sLZGUnA)Vr<(eMlknxY4?oASxz^FaeRNPJBY% zxss6^?qs@=08{}@!gWuIbl@BSOlkeB5Emnlj?q<~p71J9*axTx%aL;D8{fNg{sdI2 z{2`dzx}(_OeD_K2y#KJGdGFtN6Hd4Re~l0Af--i0JU?oCx-^4X#Nx@kHi5L?*cM14 z9r6>6!$UC*taxz@Y8Q!(Tj4IP6x zM_c7RNWOpjizGaL>&TZ4LjrD#fq8(2P_Rjd)TV>ki(P2Oac@S0LWflTkHD2*Q729^ zYc)=9=+={N8)ltHciCOJ!qqaiYN_I16eRfd>xMnI0#oWp4p@RSx? z#tu3`##sQN_1-XkXLxS8D?H_9aHlX3vAeSEc7dnos?Vhj&>gJRxVfvq*tcifhukm4 zZyNE@R=lT$5wtjE`zWx zNZ+(gk_hi~0wBKx)pcYI--|F*!kS88IpysWHJnD=46e~zBXvGTAL#V&y9j_d#^(7tkQq4 zWB|EG379Nr+?uG3QsVQOZkL!dVxDTWw|v^DsXLceJIzX;w>7)x2^7_$=-+Ddc%BRD zi(hM$g~qUeUfq0s-)!t$gLRBAwxRTO(X-n698mMj?t@)f@a8_7b3dbu4(D&P+GY}p zv%cY7BZ|aMFA9{6RN&u-0AGz&%zSq5*7dqB{0WVybVy!eJ0su;RxU~_W&7Eb^6Ops~94C*;HUfq%2*=_%vn;NVKIFlox_WOz>P{d(fe@DE3k-JQ!3brO;84>*ah zXviEsk?=XT>)Bb~E@>?BiHZpawfr`Uo&$KEEF~H4QwCr!YrZL5WFSuP(ztUZ8 zWLWZ(SIShseoX#6WqM&_v1=f#-F2=tU@wORpjj01D!sUT-lYPWZkzui!B8Jc-#>n~ zFV@9kV4zqF_~8NL9C))Zs=odVTgWVC-5|a3MSgn`hD&rA;KCp0VW8U8_vTw1)etj} zCF)&DO~^(d9A_s>B~aHIh)mR8PBtu_}e{l9K^bF@7#*=%h!Rk^>@4oMvdH30-dw0(Rqu|iq92^QzO7D{} z!!ZkI4IGh=+5zsZ!(P5T&YtIt@y+`HC+4!B_tfJP)T04np=_<}GasQ%Lldd6DhJds z;8>jPb@{Hwue$*FA4+|ff+OSmR1cpu04g?y!P+K3(bJehx1a0ay>way;SN<8s~&;y zM`a+G$)0h8%n(;!UFG7!Rj59zx3HfLq?Y?_ZlJ>Eh)h3g>S;y;Zq~ydwpulXo@@ji zLeQ}vfIvlWUI5CHyH2~$VHX5JP}=);(uL&{!dv3t4J+*4VIUhu!$$Sy#Q_fpvdXo) z_9H)i3t%y?%?``sSL8inxL+Xq?~I!~d}X*Kdqu9QQD1(1ol`Xjejz{w%tZ>AAH0nn zmOj_sV#M+LKY6`D$WWnnDpr;2!5D8zp0pQ9styCB`ew$7qXOtLLVzQUOBvgd(S*{H zNUSOY>?`$@%n$2$GW^C^AgCq0Q2^xYqlZR7Ed5eKBc;{{?P15>IWDz$xBGg+tkNDu z`zuLaqRz`tYOVVj&Kludu!OZkhlk9;pntrgUP1{@xeVu!8+hP>y1>u5bMJXKwcjGq z9_RuIVyW!D8Be#uk%2IF0-|i75eg#!$S5Wfv9Er)&+Ja$6=F^;Gj>$SSfFghyT!m; z=UC-y*7v97@P|=)praJ)A1}i)c^^m;+$cSAry^_*rlF&n!tP>I!6BM=MC%=pjhje|py@3K>f zZU2zHHQeupb9d;D#ObB!sZ#$ROD%yt^@fw-mP1mVCoE$o8iLWxaFZ2Xnd9gSNvkbZ z@CGow?LU73)NE<}C18`rHo->U^~Li{CGLhLOoV6nzW0!$>Ac*HP!dbc-_ylVhd84X zJLKb{V1w;%0W|{U=P3woA5aVQHW7-OVojOE;^M^gV)6yxngC-Iyib|JF$%tqjje@~ z1MG{`ZwNFp)m_ZOa7Gs?q2yJ{4-5LcRwAW`_-S$+uT0D1HZ^T)Na{%AzPbg~I0T{7 z_Wkn5OqfHpsN_unVYXXM3+J#7bnxEr6!dJ$VlZrK1de3;#d)X4C-)Ck@=(O zF}W$~BQza)7Yi8n{b5@A$!5l95l(&`kaNqM7szE#V1cG{G*P)(Er0Mmo+5^x=CDL`&g_+F1ZzFZG1oWk5sGv^3znfKpRGu@)I zB=%q$vHa6O@O)E0#dVnii+=)S!YF>ta_vDN5n%fGaF8_Y*G>J*k5G|b9BW=ov}wkc zO3b^()LyLzG-u67qP)&C*oFW8o@)jsmCdV6VHhyLNiUl^DIE5*7YrVEZyf`Ms53Ea zj`;;993+kJrrOwt_?`2C*Rs3zpo890Te%%*(#8na9DcIZO?n57)AKj=_LbpAAs$|t z$dw}1-M+Fv*Aie6n3$8sVmN!odflx@F4?o&zs?%0OJ#ST?m)geY|mJv50-rE%zdL=1F6$ir(|bKzV04B?h774MkBpK`gevy+j-TP^sNnAUzQ_8 z|5Qc>$Zg3I1wWg(@}*1*Qjy9Ewj(K6*MC@M3kNL8yBOHhj;?zlKEurb!o-WecmwHg zdT~D8ynIEuolvV|q&hPX0VnpIlkSZ5YLYb8XZ0_|S-f{|JGNaWxwANqt}gW-1WX{q zMx8m&ekv=@_Kx_GJMIgXSUXcudg^W4Dq@OXLI_^8+6s$`5rC3p3_IiT4Y)UY&TLpx zbSKuGLNK3!wU2EzFJXo!_qV$=QX`=KvNEH9*6HscGS?1~SOANr1+(9O$tqIMud0Y6 zk6<%z0t(GN;1yDXnW}9;(7(MnpuSk-(fjJL;H$2cMwg*muRDD98300ITCNp7O(~k* zajP67?bAG0(^bucWM2;_-*4mPPipGvlqsV8QyJ~Ry9{nD_Fw)(K*+FJTTsT_*;sdU zF`pX-8oVCU>_Cy-|A*JTIwkfp)ZyQ}Kxmuw+h|1?~W zh>;%eCH1}?e4W&FiHw@glY%wt(Q05u(j2$IkKl@%!Cizm;yJG6(S`iQ`b8a(^P5z; zb(j^x`g8Bk31Doi&u*Goic4Kv1jIn@6ztj9Cy(&`Fl@NIZ6>#nemZWINB&T(+R@v@ z2Az`W#ZFO)GP^-A4^_^lMN&Kw`PB(u>!Zo5?gP>nn-QBke|FU>+ey`4hg;6UU(C+L zdCeNv#I4y)*pF&;SQ8!gq4%tln4MjU@8U(wczrTDqUFL5Qz4-p*lr zrN+r&-Mv#;&ns^gpa5#u*Km1(ei|;17kYBd_2DyqW%lMb^qtp&JGSY$XKQuiKk_eF zRYkBapHmhJ*fu(=>7Ya50?(gzxb(>xU(~L|vg()z&{}j)SUyFq71$ z3zWY=56?rfJy4X9fNlR{j+2}G_v3L&FPUtluYy-xE+% zHPQnL@kTSuEEv7%U%qo2thsIb#d1cZ3QmSlc@%qXOR&B3DnB#6T^blk=^Q7C z4haf*BPQA_@}!G}{cGuLCE3Is4G09L~lmDz;qe2W5T)**+nrp#fG)2k^x zUBBNzc1@0EIZjJU$erZJx^Iwy|5Lc>ih7^VMK~tql=&JrVj}*tN_ps*kPxpUKp51Q zeFb@GR+0L4f^0NB2f|_Br|H`B>HQ_o(z47A3@P(#ZlfNM`C{r>Tw}2&eVu8@9pG z8*jF^bFw8)#2ya@FvlM#XTxa#eP~mlCw_^I_Q__?yJ`x$32tT7AF+P}7(7Rm&WD_v$t=@!SnM#sM1}zK2&4eZX9W8OnNLOQz5`^g%#vUHRI!b}W~G z9x&9VXYcJ=@C z!Ugx~i>rgFugYDlhGawoxug^G!&d3puVo3gV@D|o#k=plkCG`%pw{pa8?uwuEybJ_ zg*5AfdEyjO=u&$yq)hAw-h~ZeGa);z{*DwTt_E_o?P)q~okOsMf9EJQZUoAUxqP`3 zKBw}J%Cb}J`s;378DUj1z`Ci4)PDc4P+&;8eODEy4hWx4jg(P{VEeOv0lhWbKPs41=SVX%*0+NXBvp zUKXX`<0<|@z$Se#3pSHYI|eJtgv!tQC1%EcH_qM-C4X*6i|u$mk?1@>Wb^6%(2eg@Lg;)-0s3U8ejovV8u?=}-_ zc8$V9LglT)c3tBUJnrI#o)vQp^*xKGW0zdrUdrvU^)Gzy1t{;>VsW)nl*!FqTW&FfIsR$=?+1~i*41bhcgFMd4%dk2|A0R}KTW6A5lG6e z`{q4PFL&Y>CF~%lD`w9n!j;*@Cs_Jxx~fiP*77KSw5JJ`gb>`jG3IDr>tJuM`J9}V zr?^15cA?Od(VqG2 z6Z5{NpCk`b-_2Kb^FJ={PIVoZXrd8!(CSy2iUyk^zNI zvXG59rbrvw>N?q^zB8Hzvy4IKgloMOq~R3nB>*3h;h}C?)rltfyU&UJ?553x203D@ zi$=4|<-RZVh}ZEL@qH~RZUbktrLW>G2zBh^OT zI%nw|T#Jl5pz%vqPFg{@_TRu7{zmyz7%&&ZxnmL-VTQB4xqke>>*0=4q`@X&H`d&; zt*9g1b9C^ko?U%K3&hSkJA!md+n`-qSsSh9!#&Ir!~Ify2QcQRo!i&3kH)d11}o~c zHpyU3DCG`PNzK3Ml9Z%9b7k1?d{O$^)jGN9`!{!tBh36WxCa+4rl1V@UZ(BtTU72t z@!}6_i(TG5#lEy#-@Pp5bG)%7m!fP?u023dlSMDcq8>iic5@k=>Atu0AP^|FdW-)7 zIC;Es{TTe_C7C^P~ zVj9l&6Grev<_y1PqmnTveH35$WoS7PBu0Ni#xHm(iWn9k&OS5R#C{2-^>fpGH}~TM zvvej5Gj-V0fR77E zH_@nS!iLur$n@66##_Fx)RjcUz9KMa*Ds>Cyhq)h%oYIhZ`NTWaDCVQdiM!uy!Rph zjK&(m=-a7WdORTJ+T^7noB-rsCje!Qh?yrB)T@DUsYxb({Vq`6Oqs6nP3`56g41atTq5zA`aqaC^XUW>i<+?BnBG(d(w8sJNRvGql`>HaK_XdQD~( z>GmgKsH@k;`m6a~eSaOJxG(~F3bXww;i{3`2I6_%Ao!1w#t7$?-tRgu!qhdXPciU| z77UO`yVrt@E3G48^=fTC-zr=XMQ-Foof2Ikth`lP(^UtOdkm3NMzaaBvWK0txS~zM zmSxYu6k|y8df;~pp{s-1mtLHM z&Jv*LguTiPTv5j3*49nmg(FtB0f3ZZB>qUnOTaQD8p#Ml1;dS)

        Fv<1;y%jOa) z+v+GF(FSs%AmGImI}dmd=k4>;)^Z@g+J;d>anwT;1XrBJwBH=`W*46`F3up`tyM%L ztdveX?CP`cWB^Nm$QC>h(|fF@%>9D1z~_ymx#>Ypq*Nd1+Msqf#ref?zP!85Vc0C7 zBft~j_K{NbI`3y>BMDn1OVF$3Ph5=sz1%OddHVqTe-n8#VHB!WuBzv|Tb+RU-6OYF zTJGfY`f>u{0HYrp9-E56IqaPHh~5?65Of-R+T|;@KXH7m$m2srM4s`AB3n3fO;YQ5 z5~-B>PL6uzayx)?JY;bIQo11zXp0yPtj*>d-1i10;5%hI%?3}5yzcDYR;xU+{p*4x z!HgwEB|pG?$b8*Ycw7zii`L#_4|^IdqhzOQ{q_B4Ji}fL2?N+Pn*;LDgt>q1V*mAn zcsc=SW;GNd|NPhA;KtxK#-O}p6iS7O$?Slb{}b%I5Qdyag?yy7zD7n9zw*T}r5Uvx z4jK6nKooR2lMR0mf=`9&n`A#W7mkx}Z(RDs+(c8k#p`0>`$ky^ZM$;@!_C6b1~a_s z_(f`bt0@FvTh0SGvbnajdY&emXA7)pN4muxA-Z(w*rYPpI&9FtcOGW9{&;ev&x}db zWAT!wuC>!h!GLjj1^2ZL-~#N-oLB8fghFv7I`PA^jsBtYr_nDBu6mr%oOMR%)!8%p z&+mG7qUH2Y@u{vy5zyU6 zFTiWQof-JejPq42(6+1DRNNj6?iD5?p*lYK-0MA|$<1tGz-0WK9)TdFD{S9ZLnA}J zPLED%W4rp~7YbF${VVzK2990vR_jvxty)Vh#w#*EFAW}*+F`SoYLJrerUBrR-p|nP z7@6BZVw9dw@^TCYfcr*gEYi96dz+-~{J<{XIsPZJls)5dX`lMqnq59}Wh%#5*se$0 zkb?Liz%={~uun8`M&^P1d$T@Ry%cqj=U}dD)6Ny>C9f=czqL8s*%mnWHB8h6z4l_E zukuS7Rr6vvxLqM%ui0lKKf`T10cL_TKDIhYY<^?yFI)@W#CEDgp*!~LZ?1R>4SG!1 z&eDGmjpSz}`L85Nmj6PMOj8>SMveP!Tw3=zLxv3$K>xv!tiQXJJMR5ANphp)p1xtF zdg_ZrUXFQG?*|dG#HXsdQeia?`u7O4WBw>$_b`RvoXANN$Z0O+GPe#g5|`g4lJX%oAg9~CU5+ncLG!*wnUS0onrAk#YbXm+k-dis_ z=3$v7#DbotnxcH$SaL1+4?T?eWQTcsDuH!^d3bJfs-?MX%SkUb!>eL%_nHnYT7v<* z=TmEC)#whSJxiZ~UbysE3l=goIHpYJ&QrCt{3lg%-U-fdJa_s4eb|vBgUI)+B0^e;Xp2K66&%(Qucnxi_jt&OK4`gv$!fNq3CFu=%X^qKb6X(rj}pZhm? zH_I8if6A+s+1SWy8t5(pkB&Z)860z@xR_7fB$fN=Za&TzkSPsYjmYU zUeM)dr%OHuZ6vs8_eR~VxS8~)X0tUcg#8J4d)C3%a4a_c%GHSy`VW(r^82EQAMX(> zWDZzF8OLU%R!;C^qAv)med6*`C%QkduX%wnbUi1O_0|48+Dr}?z{FHSJR9IEA$_6X zKNVddd$l{+n9hgdqGam-PVU@tvs{OnF z?w?S^$5)e|06PTk0KKyRe$f99U`GUj(&+acsr5hm1(~XZUY5q|8vj2^+<*HEUJ?*z z{kHen{)bS?|NH0v`y7S8zv}<{>HoVU|F2K%|2K!Hk@#Oo%IRnCBs3BK6-fzBk2aP* z_xIRc-Iw|yzf;yhLpxij2RZ{ld7cdt;JHVhKp;W`@aSp;n)9L#oL0`$dVrW#>*I(y z-6g2;it*sd7$qvnPC#`uIG83qt#Y^+NbQk(0py`>->{y$d$`SV$32kk@OVnPkARw+ z1*9#;@D~61nQDjm-CDTGKD#suzH#hvy-68L!6r8cWTtt8N3)gp0!UbS@AMN#b;*~{JT#ZN{4mHR_=Ys@r);_X+G;@4DEvd1ssr(chC z3U%v)$r;zQc{$*x3%*VgUI&YB^#Ng?CjlgK;@Paxu;Tex*W3I{%)Z(=H8QfiTGWal zA1u@>-CLZ*WA^uFW@fOpLhvT7tSChwYocodkvvp6X4I)P_Sj$-Q1}_uyX5&IdwIfT z_U1peXntzorwIUJZN~|P+cfPK2^!PQ?Bs_0`2PSZC-|;3yd(pj-fC_7@|py(6sE1e zald7@8DQ(5gniELdwP3Y{2H%F{$|kzfCPJq8<-mZZi#NRV=|zh+^+Y++N?Tf9e}?62oeg5HyHXVHf3 z4yR()M-Fa26*JX_=kV-9r!M5!&yyzJ*#eC2>YWJFU+B&Jj6L{#V%aUd4<;_XT#z>% zSo5-@%s?s^0BV(H>~i7-6&bGF`c`j$V(EGRY`$40!Punlv~;rnXIE)lUqA%NaPCp| zJM--OWTTvX9B=@Q{dwywCb%uPjv$Exn5ct7aS+bE`CV!D;wH1zwp8{ZId}oa@qc@jl7% zclg9OX_U1elePDgbv?CdU3UL4rZ8vdmjicH4m6bfUzEx{7-TvF=-5we-?&}}D3$Ms zuMkxZ{4CHxu_ubzYUKB<^l9F?!5yC=E~<(IXr!2a0yNP00*{MHt(ti7>XJM_vlXN- z^-=ylx|v5bS7jeV&;@VD<*GxO(-sDP9e+&$qD@cJE%8eP$DS(GADn2^pa95V zbK`mAw^a~Zz{6Sh{&+zaxr*#PrFrFy@}ml*VD6jhw=K8GS&m2n3Q~F^%wTgcpNnxm z&D5k(x9Vb-lq;KO>S!+=WSi!$yCp42)J@TCdCLdj(KiBdxpf3fBqfW~#9=C>OFRxw zW1XxQl?^sJd4p(imVEUWhqn9MhQZzPw+ld!$`((eWu_u?XD5(^xXc(zDkugAFi50u zVvD5Spi}dXPv|^7=4J~c3q>Q;y%_74pTBtmSlA4C(Lcn63V1~U@A2pm_?L_pAVe}$ z<0ZRg8Li$|ZYglPvThJ(r2dbgblF*cq}FlDf5B90Vn;pA*n=-qJIezospfA)F}WsQ zOTknN1IZ8i8<*w*nI4s0!yq-mz*cCdeoMb6`SOyo|4fxVq=qDdGvWYHlNdf)10Hch z{*fBrPKx{K;&ZcNR08^=#q7gqZN4OS88nq|KKBCxdN+uv?rbD5K6|zC>3mq=emwai zN7yYO=$G@;_k^c$sDrkyOZ%w975_Ui@s!s|r^mj=o3sPTezsj>BbEk)Uh>d0 zr3(q~1NIx%dX;u#qGN(K^dW5?b zG&pvAGH0os&mk%Uafeu@FWP3ZAvICgZk-l~x%E+=^jfiAg(sAW2Q#t^a3~#yd9z60 zolnM6J!WO69S;3%-6mP4;=AZXOpA7#VII5w6I4gtj%wSp%cAI-V{O^C)cIfmraw~U zr3NYbx7{g^yz;u1jjRvUPcxyZC_+y05&~o?ulGz$`3&uzsP_rB7kttHLOot`aSixd z4l(c39JqygQ}Zk}UUoj%(>I>~7*qSEhwZY~hi*2@6}kgOFi+7NtB=`NjbuK22r`Lx!kRcrW{10dB{e zlbe=NSCoOup~;;3-aK~Mnk0;N^(G51@r@hYYGwDrMW$a&3kB&xL_R3m2kMj+#VW9t zp&!!4d)2q9aIRL+nmo^0N2R{U&wa3e~u)%8ssRckl~s1$xF z+^0g_mF0b&B%JA*e8)!K2O+WJ=8jf)$je?XMM2xF-pb&O0ZPkPk(3`pQ?)F$7hG{;ty_EX!Nt+)#j5iVWO_9;jT=kLBn zZsnXK+}{xa(@WHVpbaKC_RdD)g)b8na!0!b90@tDsS2{Kop;WqkDJ*Kl%Vg}NVGCW zP11xc7d=Q;?&(q}^>%EQT{1a|+NWj`W-pVU{Gr#d8$DjlRzKw8TLmYV>QSMCK2x~7 zrQC3sIxLnx-|Zl zzNwk6w)OSR2^*)-2HaPTW>IgrGOK(4U?lKeG$0saOH}3DFhr{g`KFcY4>sP^8gES` zWLBYCG-Myo&G?zRu1y!3j&D-C9fiwCkGnf0e9l*DIC);1=9=7abmey=OL&ur>dyB| zUD;xOj0f$?2kW61nP<^kO)z$rG>_cb(tr%1%}6Jy-Dr%6#;lXy$|HzM43_u=ni>iA zpXvo2O-OF_<&Q(YrEB;r$k;-f&na0T+=zgxj@+_th4|jka6OofHnkh(ZhYJ7XHWij z9M&29T}M&~8&T@z*wFQTGp05xQOHI-^U+$)k@ThCip1-0sCrc3kuA({3U1_PjYQgc zd$(lM4IiMK{kHEtu+;thWqJU1tx-fTs9tY?66qOZk2jxzBiU-3F->e`yHOf~R1KCjRsjSu!p%fm4 zKT=AJiDB553p~bcQb+FxsbGqb?e^x7Nh!0plmQIRu81Ped~U5(FO3d~uzn_ZDTgKo^Q=b$U}+XQE>c}_yfj^K(fUgj zf~J%tj*Pc>nn|~U9p{nIWDO<2HE5u%Me{(er|zXOwJqr_N@vFd#Z z;|GPH286@R!dH)%@?dS&hF!+Za|Gj=`{#bajpiq{7c1g{$SkAMR?T&PiFg(+`awFQCo80j4{T8ZlbgvF(|0+ z={N3}&~UQwf&o^RiQNJ&`H6u93?e$azu9LC?JmXL11{DQcI%i~3aj6eiCpwDXYIH{ zaw{PdBDmx8l0`<}yZzIR0k!-&w{?X?o`beCPKJ+}|BJG>j*9YczeZI$2PBnJkZu&| z7Lgu$Xb_Rop&JGz1q1|!?gl{`hwetYJBRKb%5(F5-rtFJp67Yb`NPFpu0_m!e`4=z z?`vNrfet|GMuJlpsC|-EV7*Tcaq!^Jq{%{OsENVD8cC*OUWumjTz%s&WD%T~OkD=F zoqT_mkCHj_EF9K4_)AyL=qcOp6_G|<@I36DKvV6WUzjMcHC7oLaU*i(yq-)nD{Jq2 zJW0y9;kAeecp&Wz`g-N8x@KnlUa7kE1uZ(eutA#xdLe;bxG{&n%2Tx9+n_iaf!1_A zL*EX3Y&yn5?O!4B-ECSlu2<);c(C7_tf$=?6>XIMeza9hc&OlK-m&&bSd_@9_!8-# z_OhQ_0!y65;xMp0$$VTn4z)xHH-->rKux9pjwo_#ZK%jnT}tYH7tJg>^z|3+y4%{D zNch&rZ7b-S6~nH>Ry3u>8a`!A?oUC&yevKkYMu$6FFM|4w=ihB2}~*GlE6>2G=n%_ zT|C$QpDcjx*!mw-3WiE^d}Vx2K$(O3jn}{hy+Bd)GlN6>2#Qy~{l7-d^lSZwiVJ?O z$2NUWha|ik=${gz4Tm93XT*Jv`*5FMD||4jH1#nJmJ^XSa@V4qk*6eWkJv$f%l|hOYTPqCLb%79Us2aLJ5#$a)$9kLG-?u*Fs zcX;29BpWR?IfwlH@`y`@3mn@7ibu(}AgL4vg5!ncWHjk7h-y0Kr}P^;>IgfTS4 zMnh|>^+xhyI;@{HNXI8V$yh}o-%xmzpqB8bPVSzlrO|`MAC_2`gl9=qEmLT&(eYSP zUN`A>%@^D=VbLo`cbTK%zE}Kt$wrg4t4YwhH7DO~v93`uOk~`(;QmQ-+#rg!)oG`~ z3f3|k0l|#Lu}38z)QBC7!}jcNxA8WBM|HT`wS^gj)rGf1c`n#pjecg6d-g1!?k5+m zrH<&q&Kgn&T6^;B4@t<|KS;?8tX3DJc>RwfG!npvL|u7fl^#cMs+aLlI>Mhp>{oOl zhki~-jmXbFMtjPLMoG;5>-0D1%le%qbDG&-B>s^33i=og4|8RFYBxxxvNvw?2CW3_r#Cqe5>CAvpfHU%P4;Ov}8FaX2aRCI#q*yS&C23TJjqv0*t zaQjrMaXk2jLE$yE$~dpG`Em(5B`=IxvN&A%M)7f13_pNCJJb89gQ7T^0ETQa&!443 zA4lULZD#vy)Is2mnuBIMjc{q78e1E#Y?OT6bl365CHm@dJE9mKRN*5xd#snUt#j}M zv~d|m7I|~zCy0T8(L0hd-^_r&-y~&eTc!>c;rpc{bpug}hWVuxY-JhObf~Mg{V>i; zd*g$zlMC|)ePo$Q@ZF|c*{XD$KMET~URJNmvo?0gr8v!Z3RJ39#~`8!VQyTp$7hAy zE>CU-lxL~jP-m;(ZHKNg`?6q~ z2~+|H<;=^&DPTcsv;FjhYbq1_0QY>aJ9+En+k9i-1_9U*6C}aVW!hYU9tx@ch`@$K zJ`~8_#CAtY`3BQ55;BpdJ2^7oI~~2yuB@&>NYygY2=H_TJvP{obpJ-jAc;cc7lbQ;-@3=C zC{LY&Zs5$q(qx)f*cTD=!lffuANIo)@s&i-F$p1&=Z6dN-sT%$O{DJn%UxDU@Ddeo(?*!w=sBhl>|clZV(Bp+Dh0W|t51yeVdO6cvMt-l-WXp< zSDSEE_@f?F>T)YKNxqh&!dRT`#{^Y`AQU1u@6u!5yyY=Y(RkqcssIb-rF4)0PkPy8 zuu(s9x&u-=-cdpb3sw|Kt>Ui$uxx$DrCs2~4Dm?&Yu5D2%2&?q{ygX5en^}~f++_~ z+5(7tC`L;BO&9&s)FEwEqn!2nq z4$pFQ`VA~yD~l3 z{JQY`h0+jtG){y@&2;Wv@vCx_T|AQ=Cy4WErrRGHMu;0(!0%)KM$C$J;_wDQ^$q*&p z=}jkp)L>Nm?4>Zc+Hjl^|51ASSIHncH>no%$t);3ipR2=cz+t__%JmGyl(3Iv=>}N zYDz&`wkD9z;XGn45v!3JvM`@&>&$(L@w2r>Re(aS`L zui0KByfSy^NmH<8>VgB3Z{`dPcGlZCy?4nTV&u;&gso!4$Z_oXxqH$at>EWy%mwm& zgp&6kS;`sl*$X0gulq7)L)p7P!ky~IzE^SSuk0lzu2%TDzF3I%wQ(C}|56k%|LNz4ED4}zJwdt!Pm&iS zP=uzy9@81*LNLZ9=3R37YvlWTJ}H~dxr`j(aBn)d)F9oXDMl#+iCeaj%a#k{><-aVeLWF)$>5#fbGE;mn| z{OXs*a8H=x1v~x4dgEi#{(wwfRHd!$7;9d;+996UG#I>Rg?PduR0QIvE0!-`*jKm3QDx0?c*s} z!J;N2%kCsB=S!&ut~W!R0xE2qA`jfVrXGf>a=Z^R01vDf4ntYe+3E5^&A^_c1>8lO zZP#J*PbnvN-P=-g_l4}fJ|g|xBh)D5-fVcEy(tI8BRDUpyF0C;MG|$I{{acD)-*)y zoJS9-nS|r6X7iQn4#dnR7B3W_)P_6?#7oI5d6en`Fdns>Q?}-eEY-E(;1Hi6hR-yigAO1z%mhiDPqr zuJ0o1TNe!+4sVX;U7`@N5Qa=+`RY?JT^r$3cLI>w6fltrY*H$EA5l>xZv|-4F4;sC zYY=WYdv-k{P>K?|=1uV!^xE5_Hodg8qp~#mFBt!gB*4dLETiQLqPc+*a~6 z2QCoC2^*)m@H_6kQ0@&&J1WehmfN7zgdS}&Ki2`@j(*;#U8OQ>L3Pxzi?^#SoCiFs z-QwdqcjZFhNQCEIFZ4KE#gxbcl+Xhh=z$OzJzl!GqESBH>B72jT2zdWfd1_|Y6!1A z>)mm;sFttUTFTRhGHnT)pVtv?gKkpKYBvP#wtp**Uac_V1?^1u&3G7_82}J^Ky^q> zpea{yCw%mu`p|Vh-qJO#dPLQSB)q!sy?yqAinZR_U`Q)m5E=2xhR4tU7f~f;<*<>bf#xixmz-7hd}B! z_;%Oate1J$p2z5{xrC0dzv3kU+o;mb^6>Crpsxza*VF1~74|jP`!uf*) zuX2|wF2x>|xS=40M)tajFgXF?v47dr)(27wwKYsSBuE1(O_nhUNK(LKQ{DqX&+AgK#3v40RuS|V zu(4(6GB6>Hae<-oc39rF5mUA3lhj7|!zb+XJd!7PU*{X3Q>bxe3cl?%3eOyq$8>)D z`eYffWsIju;bw!;ZbX>s*`YCt`BRTgTSnNEg&$#h@@Q@`SljF)Z=Mk(laWz zj9cGiPohn@+|-_5nN-r+RXg{Q7pSXrmiVMIl%40H&zO}-K*S>#v0!m3;JaEvL`*jF zmT*=mT)d^kt8FiK4xD$yR(-P;tBFdEu@!)l%W%s+Bmu=B!tL3Z z+V|-Eths@Cqh#LwHU+xX#>F5luy?^b{!58n5AzXQbVVKF)juzRUX0dyb+SFe)z?>y z*Wz)tM^3%{*{O+Rh3O8VIucJb|2oaq>|d^H|L&&h6up@!F)qp6%nb#7-t`O#7N`%+ z;IeBnS5>5th&~=K;O3A4qXOp_ernKiRGe5w8E;e!*vwx%hN%D*p-UsVc@N}S{mZ%R zIj6%>PJw8r6uxUitTQaPiELvTuO@o{(I-w&Wbeq;o~8d@m~^`4ZxWq3*jg9(l&p&h zuz_mRD#z6C>!(Kx=)UTsFwi0|*iAa2XMfe*KJ&KjIWPt>ckkPYdP>&*W$rAOZfyEd z*lK|D*xuiN*eXzvVmBtDyY^1GdOu>jd03HW>p@%jr8&ZQYSrZPI9ija@PU+jg!|L_ zw)bW1R~!&AVG7$Mxc-nRcHb9QTNZ}02NXtuKVFk(l}c;;>;9O8y`ge~VVNxWQ)H*( z54)O)<9z@!RAL5GQx|KX-l&yO?#=DO677?w_|Z;;g{Ms;r8AwkWRbtD=;8bIk8jpG z9q(>Xk$btj7tYtu=Yd*Pw4Fu7721J#oH4BCslHkh&th=xEzq*d%4^0d&~zd1x!}Ay zoo1gZg9>)Rp}}1DbQ{1r0#keqN=e6RPENh0X@eOLkld>vOeRlESI7!qNrK6J-C_c2 zd2U9%g<5b)Y3&4Ys$VSeB+p{ew@YmVeI>zta2Nl@fxwTUwJhpUbPXlTA(|9zQ?Maf z!Bd~x>kA#fE8&O+xdeVp{GzJ|o#*51Kd8u~l%_}?;^MQ2=^o+WiQ&IE2j!KX6ebm` zz@7{AVx9HwPf{0Cmkx6Df+*YHyLSt^1K8(F91V-lp$tmK{?A!2$^h&=-oxz%6pL`0 zfCL;8rq!dz4<_lA@)?xCxh6ybeEwwg)j{X0A8V-n`v9M8*5z~M1-XZGg}c84M#uZH zj39@;0}5E8peN7LZUa;iqDr%JV3?2uWcs^2#Sbc|>2C%V61mf!X7XF6i_uMnJzVgq zpBEiUD$Vr3M(JJ-6tP7(&fftw(W%ixDvA{?+INfGhVwTL;yk8-;?Z6Fm5kNtrX#;D zsOfINs@26N`0ZWaqrq~`RNSkuRT%iz3=sMLDW#6?2|&bC7)Vo_{c!N|tNR@(!-bEW z`jio=i4(v!db!8Ehq@2}{k&H&EWB1dTIIR}Ycbi~ymmo!;s&~#zd5VW9 zRiL>!g!=VhGu?|BIzYkpO6tDQ8eg)gmM41Y?&)q9e`}d&d|d(Es6Al3DT4l`fP>~e zI_}TwzJ7Fx6o*k|fp@TtTL6z$8l(9%9qIhDtt=XoCu`3h;112W8ISHwCZmpPC;Dxt z1S>?P&O%nVemjO6&ohuKw7e%cVRumlX2=G*bd#Q6hgyl?Zcjo6(*L!ogc|NQ)fTPa zaUmdNPFRfIU?OGiFC#BwMC0Z;Rqc)7?R`b{-2LITDCMGnP@oXugtiz@4>vrVg`ysj z*(62dJLkg3iAV=1a(`&4+JIY7r&qvyPT~ILLzpnK^DH>RjS%Gw!;(aW{_029c%;Rja-hd#h0fXHiEG(AX}GjvDBSeKus{k_RkaU#RQmHeU6 zQurw1PD(d~Ok?wtGfUA8W)77i%y}(Bj(TY~s7xghpcLPo_R13u{i5)pqC71tvPIec zKrWweRDh1q_0eb#mQg$J(RVE)yT8lXkX|&=R%<#H_xfU+3L2^4b)7pSKF@$4L*x1p z`#?bb-gs#=S*1&B#8(sGS;aW-0isxCDJjs%`-!8?4Lh$i4fqn#1elQ~X{j$xcy_eF zO~e;}++L*XLvP%`Vo0|mVQoa(_niCs{#Zi#kun8Uv{MTSkk&aCzzDd{PNXg|VoI#M zhx^%A0;U%P=eJ|!L{ADwFP_txUijpmg_NBNU&ZJbT>|XFxYnp#xXo+}lq}j>O=unW zP6k*2y;=Go>uYc2Jmb-x3Mj0tSt!L^%9cgWHGu9Xdq zM7$I;kltgZJ(wv%ehyt)l0%XtpC{Z|Z3?L?dJ-Jxjjxa!@`5IZ8ZH6FeO7YgA7k9) zWY%92_veUkvSnH|5OShF4_sLZhoc3d!uH90mxenm5=Zqa;-zd0q3=0Chj@kFZawSx zCH*dI7kry=jSb=5tITMomCZ2g)ehX>eV&h}&qz*dNCsG;bry{ySu?ii)jVGb8- z9H>!A*gWJ7BN^jr8C3iY*-3+nYYz^0xDFV8rl20b!Me__N?GvXm~ly zz47ufomL8mttL^?rMPUJQ@6hV9A|Wsyj%;^tLH0DocnBxP(#4A2Xh`+9k)gAL1(u< z?|z(nOtQ6Yl23wF|5G2-yz0g@e}qQ46)PX_me`#aT@3Zc(KzaHXo-T8#Zi;*s3AC< zPVj{0uH*$!PM!Uwef`SeZb2<1v_;T>ZLWK^UuVu7Rrl;moOfNQP8>^@=8v_Dc(wuI zxCFDDI~sOWz9U(;%+ed~2)FJaF-~`LD>XGWxZ(>?{)?#xU)|tIQpb<060r{#IP7RT zN$lePOe742Gj6T^YTR6>xW4sQ?vnnS7iv5;MPqxjqW0ICq%CoO()wjdm$XQU^37wR zJ+mCci5Raj?WTubhhdKge-%BhNe%tvD>;STT#;Vv+EO}74qL~bLiD`!(Mx@Yj^2&| zrHA`=Kf}g;{g*E4M^h(co@OS0i6mM-U}}GP@4R)4?7PkE6_b*rdN_ZT*I!D` zkQtWF$!|F%soZR;RleW5rbntDH6bZ^B|-2*`kMpC8P@aWNFt8#0GKkuNM1zs8ymAU zH5xWG-fbr@7(WU_N|J~O9sR3t;1?Fj9mv<<>i_l2|G#}%3X}9c(07o#{}~Ve^`rhj zeEC`%@MZU*9->z#hUPL^ngWpCevpX^-q1ExRH8+ z{Uc?1#yZZNk5!@VLf}L9wYjwy{0R1(4{JZ=!r^hlEd&)xv~mCQw{u~Crxi=|INy~w z>-=tCb;)2%7`QYcbI>|$kZ=H9f8AK}cR3?~q zpkqSpq0Ji~*=fURp7J|{lH>G2r(?>GRkGojVJxhy0pW1E@VSb#S5~v3$DYZ`Pn7j% z{R)!>pwnS0ls6i}_T7Ulg<2PE7nk&`LdrSO38SfrkRv~q0x1#&E4b=e(MEo%t7B2x zf`1eh;`D<~iBXh?c#Uas4)`v!bifp>%4+&pO+0dIN-7;N zH2*9PqmyXVOK27M1}*}D2EcR(j9=ug2Xn$;AlL1&VDX#7wrFMaR|5>&F{;4(}g?)j1pQY07RH{=FLpLdLbU6v|%k^Uu1(&fHD2;BBYQGkB`5saOqc`GuZ1zh305)u!@T z#@`6~L04)w3^K3V=fC35H{MaIG^SiJJBzuE^}&Y)g;llaXSoQWiE_xG^BHM2m1w>b z)&_S~1(iYVhqC%{>PP41YDXam-DPddb)2@MYUQl`$&Zp8XF0Feyw@V-^5r6Eo%%Qt zLleLBZDi0VUnTL|ye%jwfX9Ah?Fq;vdN<|}`nZx1{RJ~~VQp-R;qYQR+cCEfN>Lc- zWwtt4XsCqUdg#@;d@d?_ls4PoDbSy&WqKrTw=z{POpOWK%!5!u^~H}uuX;mV zjp|;@Q_|!r-GIsb2J6)EG zH^8_GEk=ud1DJZOyOgbFBA@==&0C3!p-#`%^kJ-cZ5F&4BKh$nlj#bbL`JRO7r6dP zj22+SFDNbjQ4HAPtML$KU4$N|!*W`}B~5q2{O5t-|5v(Ys2*+R&Jk92S#&Q-~vwnLe;jvG8 z?G@?&JlqH+%rhuf(HXe0X%DHaFB-#D%sZcGaATFsu;g5*iVb-^n76j;0-wGjB`=ui zTC4AbC&x&gMQsl+H^^$%=45ij+be{AA`3KgaH%ERAc}!5^dlI$*4A~M+-$V^#@FgO zgw@rh%{@ctj~=7e0L4G&>THLEgHviF#g%qXNKYV++gL?0PFwH!syNf%;n&OLjz=pU zuiTG6pvw&d%@|fd6lta1vUKfQlw!VWns}vY8>R;e8JD#}NGG0L>%8-p;OVPp*(ji^ z_DzRWbAmM_CG~Vj0MoN?6J-Tw0f_*^z~i? z(Murj>pcWi4Xy19#>k%va+T%~JD^ef6!4pCyARwuGc`uPIed%n(<8A6>&$YTgJ z5>&dMd`y(^5y!HkQQpCWBP>@dEC$b!bpCieUv37jJb{I$5sMtTop)W-x>24mU#_f3yG z1SEWQc&{7>eV!f4p_!HYAjm5c+IhB z&*RQH_70-IallG>ht;&G=(*8u@xES*{jZoxjrSXLTtWMN3oKcjQJ~17EBo*YSbb`J zu`!-ysrH>uoPb3X9gPKlVmS&XlvH~_@%tGBUIm>`1hOF(^KDpChbD$UCa8#=Y396p z<5@Kt&ujMRn!wYm$uY(21_&`z!+V`>=l7o6UmUY{4&Z4U3I!cjqNug#u^dH;MoqbY zHb2(;w%S?cKuuJ#`4uF?N>YB#iv9p*2sH5q+>CW z0z5hDatH|;gC#cdQ1&IJJ3kOxCl!l*B{RONhuvjmWlZNc{aDmoCnq81gsubm|`?e_e6f<>e%$T^i!u%~|J+-=M?u-;Fa<%DYbp?fjpYO(&b&~8I2DXdg zX`VXJ49){?a1)K=(d|113m?;i!zA~ zAn;@J`aV6&2_n1FJc8HcyfaZy3M5nL7&3e(i>dxvnQ=2$WfQ0FCSBuqj@Ku*OSbv8 z^oOrH4z6_fS&7drdlcb{1kgJ2({K>r`mn3fw4W|FKtu%#B1r`%bsPAyak9!vJiR_3 z6U!UF$TXu{YOxI+Pmo1o`IyxGO?{bJ7h9iBxS0bw9i;y~o%~@du>udr(;DCvFcjSv zd?d^}O_z)MRCO9ludhW8>NUdX4yhj`t5HNpML~AE)pQ!M=)AyHR2(A@O%GJL7!FNF zIE};UCL+yo0Lu<7IolWQVuKzjt?=6FbO|A^%hK(a>95)!g(pF4<-=Iruqo-aGN z^Tl^2(CU)EKQB@W_|LcCJqvgv3m}9lFdvxy2KfAp)%gL}`b11`6W)HO%uu0oUn9egm`DSH{}!quM~ zU$9m;aT=6zIrKAo>U_#L&Vqgdam<+Pd3*Tt%?hl}&d33(OBbaxAs6c{taRqp^Xj~I z5SNJ5)Ja6!u9wLkj<34Y&cv_Yes=iV^ye~x`B}4zKzBxr$kajOb-0n|9{&}fEEH$9 zq;Sp!WQyHm<4Q*hS(?Ds_}R)7V{nsc#EvU8F@n4ClD-^k<@RFHcKk2H7;r_rd;BR9 z50Tx?fDQGcb6fiQjygIzn1uPK#j+8l|LV!0M9Dw~_~Qy6E}Ovo9UK)HP{Ac(h+2}K z&TiT`Z3qV&_|bXdeu-h6>lc>S5f=^Ole&IrI*c6`i7R-Or{8#P(JE-6d#`k1^t~gR zv?AQd;^LyDOLJd;!mkbVs`-GgV_K2t_krvqKrBJL;Tq-Gg3=M*&%xTWXY}dLt=ehl z7sS`zLKOd%$31@db?pt&3ZM+(K4)^-!zyHBauGlQk0jM^jQBe8>(bi`pf^T6HcNE6 z2nz856Q%gvp}cgFmpjIPYkQqD4d+BWxytI!yPC za`s21Xw8G-NXgX_t86VlKc2xuBqYY7L9I=DI->u+qtk}wfV>F}BKedPUj;)O&a}-ju7EfjnZ0Wv^Io`h%;@HD zR*d?S@|j>)BZWvQ4DT^8>k;bT*Tqo{3!MH8qms#bvtME&9>c6Ua3Q5VW% zTfrf1imdUl3Xmn!Oc;>rICS|ts>NI5YBxelMdUZg^D}5*-?8+Y)z&) zcu}{tCb(Z6jm8YpMxa(GZG6&_k_xBN_h)eSwe~)!>QG2rpFlUpSr-!xoXP>lfJ}He zG4Ltu4=NZV?w&VfK9HqD%1Z6^lS(uJ+Xs|fUe5TsuGM)V&gOrE&4>VO29#-(F_mgt zIiDA)rh06%&eB|H)FD~kH!EjSn3hQIW??y~YSayhLbZKX$OJ%f!fAVnJqdGlW5=HD&TqXK z^-5nXCDCu3CS$j23Tu#+iZgJ)F;!i?x$!brz67xJ3|-zcR4E-JwswvkKfbRtDK1#T zfn8wqZY-kd#0V^&d^BIIjC{FuaJ%NGuT2!k*tgDMqk)Q#SX4uJ0T$J_6TTF=MhzZE z1v|uMdHP~@q12?HP>Rx}Okm)Q+G-9f7lh*r#-n8B-G{i0EF9e_YaD1?3{U{}2%%~X zflF+o0*I{Cky?c53%wRu?XLQ-TLnCeJ!a_GGV_)zeCuGkLXMTkL>?(uO8PZ3%jfT1 zq$P}`y>z6N_QPcvhTK{Ux``=g6!)OWnWD1tiD#XwZdzT)j;1=|!uq>DAfE}dSD z>nB~c4tMJc1q|7rIR;_OrV&7P_?~TJ6VU&;$Qx{TxFmH(ZJ<;)ygy$T<6u5jY8p9f znFZx~!9eV#0!%o`+y4!n7iQB|QBl#1hc*LmK_xHMCV;*) z)9(jUSaX*G;OIwb9_8F|4XegunwE<}3AvgE!+Ntg2OCd?6NBxA%HYS>ZO$>|e4ulQ zgr~W=L+6Euia(waGpCI|9A?gQi!B!4A}1QoZ{M=mq&hn;5-McsU5qAPWM0J<&R=A+ zUTaD)8tUTE%^b(@9^6v7sDDhN?tLlrZsWjm=l34Nmg<180)!XSk$ zJ5yf%{lt>}J^dr^7b;uBV$v10mCqD@s`fl72yuNOO|7!Tr9Ek0WOb|<$HiD(cQZW* zdkZALFhSgbJOZ6P1fJ3Tsdi5Vod6zOh=C3sxhJb^34jth`btRJV~UPcq1OjUIJZ`n zJoFzSDrPm6eFEa^my6>vw7j`I`bqbGN54*MgFs*|{hTKCr3K+Hy{Zslm)&>wXK!W` z(Dl}-+bkXjyp!C#G?*T%y6HIKlX{l?Ij3t4?mIy8h~eJ7qs7B`3-}#?++lQYU_GGc zkZ(6dJ0Ts#H=KXzH|DDXjFjuXisH{p$dxrudUftpTJo_8c8eYAz2tEIqw32#GR~Ok zx6_-s^sCkz@w-bi>G^Z@-0cOrdh0tMyHWm?!TYqYWHV3CmellRv4%FI(~gHt%T_>Fajrw6sJf@ zlDazaLn}HbM+aBKsk-?dhHKJ2Bo<(Nk3kcW6B&5UlQiybH5>G7X%=wK(lYRa6%4+0=wEp*i{rVG? zt36wvLilr_(xB^)arJ;1<9{F%1Q`6&>c{)_dY8h;?RhJ0vCuN+<-I{fVy@XJDw#h7j)0P}aN_vzjWR(S?Dxn$Mk!BT^maN8u@pLJqdQBxJaw@4l>NOTlcdhl=>_ zQW?v1;U6n$lnTN)75`*qx8=dIFyEZ*u*xz?1etw2c&$)SgS^FHtA@D<#~iSh%LNOU zq?vb=k!E(`wWt$%V$V>#&=fdWN=QvDE~+W)Q@n6*@)89mohUr_TJ*jkCN;Aw#48l# z_BDq9u>dh6)*AyUM#GhD8D4?1A{?kz`q8^rML@G@d@qHz51r<3j-~>yo8(#G?Wkda zOVWvc5dad4ueu4qm8w#Eg1&}Yd5(4rYFNfm37V+r%~>uQnI}&m>t=38wAJ5m zg~{r1HJEfUnh35}2m9qQ&CEo0t8i6OrNdwKk|2eP;=J-G>5|!*<&HXSwXM5;vZKB% z&hPV-F%+16K^wmCG`0cz?3*_*Q;a9CJNztud}p${VwH$gnc5FFt+GJO;q`_N09Faj zAUV-h^d5?mJMsKaLW5Gr_M$)!HVQgd9eG&D*?N~!ihq&CW54X=+xvz>Vm;3hUxB38 z64LShYs~)!-fsf%{?)Kzx12a61&E3Ixm^CK2`|k;nehd2 zuq!_O7Ywo~olAhi>TpR$v~WxmaLD@@=Y{k^AXc`WKYGyq&2|5ON}Rr5xF3~c<#UTV zX#D?@5Vs#cI@^gVr7!%i2=M==rT(u!0*2j9n-1ITZV--;+-amxD@@&Zb9{8>3DW4f zONrbmRTWMX3Q4RKk}u#c)8*2`k=qdgRtFb4o?IiYy3k z2{vx_91pqhp&Nrz$zkKk(=AR~SWvn1SB)LshMmXNDt>)#()*N5nABXCqIpwv<^|vshy& zDBia2GWR6(7r?A#6rfYzqed$>hkl!%&sKTR+ISaeWstBO0g;`4`%QmgdcQwC0aQ%R zuP;c{l!)KK@9uyrC>t2srva#xqCT8@mFYk*O#H_(m3G^a>|pgJQgZSUpnREZ$H%-< zO^5f+50fAh2rLOuP*k)6GA+wW^EC#kxsks;FQBzR<@{c(xNlvbEZ}==it!($?WN0m zcZf|*eROm*D?fisIcGpRmHCGcEV5?6{WJ%iRG?()q*16JkD(!L z&aJwJ>&?QwS*!WR+sI9`>r>6%!FSEW(NB_IkB)}MzV)Ts_u)Gm=npnH=~?q7INdPs zLyeqOTdrhP+V+Lyd!pt8)$?8!=biq+-RU{QV;(*(7?kbUd3DOPJ@i*D@-Q5&B;B_} zBAaaVjvA+}2chvdyBI6NBZ2SfhEC0ftG(T*D4Rs30GopPNAVni11na3_HDW0i5$&( zF})hy`hHwQ>VT+eJQ>1@G;Id|TTbIxV10z>G4|Q!upbndH8oRPr7mPlRX#QPW>$_a zGB)-jDE1@^`-OE)4H-D|^kUN3M~wgT_M+sV%FXrU*wh2)MjO@AF_Z-`rgquK!BpiR2(Bocfi8`j{&-%$`+SAk&CF0sz>(uz zW-0seKW!mF!h2ljOL06`ne*>C5tMy>+@Ms!=2Ue`%g?bVH;~ zgcRY6Vgdj%3&nl#!f%3UiW3F#ma8E@6A9I#%WG-&R%Amqm^V2$iRNm zvX&KzYmBlp*`$b;>pAQ64z|T2H*XM~x)X`!ua~7E$rzUjRh&-{7sOvl`9qZUE$0^&mo;u`{5+PJt6KDG&2N zLk_%dQ)kK1@9i5wGk3B!3dlhkDGsCdhH=hSUu*Va>weV59jrffy3$1qjE$-XmOnaO zm^RiXcAm-Q9P2F?y&cA(+5FHKP+ah+vgnlPv$04-tg26NqVuNe{6K9Eu218pT`zLm z3Hhh#ZPB}B^*EN48U2fuoCg7!Rc@1dY%`*1Q5CalA9pk$+17N?Cr>p1>3dx9r(Dnl zx!P9j&)#r2`7|4T*V?WV`@nOy`Faty`TvLN`M!pcYgU7lOoABgo(KFiZW1qxIlJ%W zD7w*Y^b+DU)Uyh}NAYgW*16i|@JP=liMp5D{Jv*FKp0srkYY9hj3mvR!+=hee!U;> zntutzZ|Hm`hvr1C0~LP~GOUMohQff(5Bz)30L&#CFV`gK#VRtbbJjk8 z{lMgY^{&lyIDzG7B5I2j%)i2duM-dQ~23V|q z=5drjJ?nr3I<46NtxP&Ypa)`> zrPT35fm20`WP8lLxf+c#RS8s&YCfR0_+Ox($}wqbYQAyfcHghrfF~i@i>q7Lj;y<4 z913e3WE!M=B3yjSRNnpjCHapgAp>X<{1EynSNw_OQkDm%z7136X^L}ofE{P7opC^F z>hH;N5M6O~>78i~ra&N=&_sGt1xQcR*e6Kw417Px1Q@3ti7t?6OMIFQ+QIrO2l}tPta=vE5x-c+_+{?yQUmuGIwvyA}k% z;{XSvjiKepg@0E-6f$0iT5jaU?7P17sLU)pU#+|Gg1i^(0w&*Yx8r|A08^2_1Mj1_o1Qq^9q?C?z=y&0d>tWq0 zk4ArS3!jmqMnBtrn=Q~_rWS2rtB#@C#+_jy-MEjq_Mr6aeJA z{GTiU&~DwkiIn{wav{#x(*47_n`FPZDmi|Y@{ z;|%iu(FqgIiT>uH9?$|Q;0J~szpw@}*tT?aj=`@5aXd-)XQ~ug zg)>Zan_vwgz80kjD$*?Kb+6yGlYkghtUe$ugzoD+0f333BDvlAdkOTg@AHqhK0+r> ziB;z8w@tP`^=PM8LDs2qLa~`SP3HZ<4dNI7h@fM%bQ>0kVsIcQkCV^N+Nx^`JW&dX zM6xM(L~D=juPIt?1j@qaGpQJJG__t_9m)H93R&FWEe-65p%(L`n0KYepN9BE6zbP1 zNoR!3p2XspQ?tK)hh zN)W&mG78MBR!kDmG4XS0_XniVH+3@9W5GZOrc#y0F6$*Q1vEJ8ZFuQ-Rt^r$3tU`W zIN6gT=!wO7W7V22?;Ynfi#7JPN>JZ&o&w zzruYFelvGgGKeon~tlX(X}b)4S8+lluf_urzB;SG4#3wTbOvg9I)>17~- zbnLg@Qvj8x81)E|#<#Zp=7)j(48mGVy#2bW*x+#%!T~Amn(UB8r24uJRYwTc z-Z&xA1`nG4rUGU&VCE?Bkb%i|7uH9Qj>9kDKrASOo^&)^|LM3>%`bg~N|;q?>fa^5 ztk9mvwXxsq{u8&ctA7p_BJrt5){`HH1}`$i=Fsc^Fj2P$h(T&pY1Alt>*?0$I46rz z{M7uMMVfb~R3rnbK&fCyNxOsEQ+A;2s;FDe1u2y*`%fe65xkPR+%?I6#&X%9mSeGTzU zqs{np-k-UGfe}AJApy&G1V6aCh43D9b-_RiDmT4F!dR^fU#LGuU{ORqgV<(%&RmfB zisPUG`AIcFM;c&-jhXq`DcZ4((6B54)}N*Gy4Y&Pkye;|F8AXJAGqQsq`>eQ- zdO(h)k5|Q!${&GV-RvC2#Z`L-M`49s->(IkT4V3C80!iw&IsHf5FOL$biD){xz;#F zltUrP!K_df0juO1dlCs$5C6SX8t#oA6>$rgcL@sK~(eK4r?J?5kMgt@!yhn!9f1^y&(=0uEDWdPWsiF>AuQABC`; z@Mc?idHH1&lXBu4!~!sVTB{Y9aK0&g3A^r zH0I3Erqc4DN8eaEl5OgmHf}U8C||>B&pIko>C<3)VfH2gLI9G3A_HIB0b+$tuyu%H zOpwizw469O8W4JMg@D6Jod--I*=iL3ob8z;Go*Y&H5-sevSr%iTYP&6Y22m7au zMBW{<{X5-8R}uSLpFD+1BaLVaJ}6vxomtl1n^Bj;UV`2?rVjew$x(FTc&Dx%S)i!F zvcJzlS5Ufm)^+fF+)jt=1!>QI1xc4S-@p+5$W?}js#^1Bg-=&OeIGMl>=U!=NjXJG z(;K+=NdL-_2%W@n;9IqwPLzowD?DG75(JH;+NC(Upxc%j{Gu9Ntg#j)H`a1AWBa<8 zLPrW_>}q64b&4(wxxVpQEz&er+GURJscLg}Ha*lkrGuGSvYNMBjd4bC*a<@iE4NI^9lBOT( zdrEt+y3f@JZc)P3w{WVNa_77NHN@9A{w2A4gIbN$17oOh6W+w&(2!f?;9_Lj4u^RQ8b5T?MNMefH^JR5SvJjy{M=YxS<1g6S z*Bs|ci;tGfz1R?K?7q(S&y>tUYNmznlE0@aV6gl;Q*1TTD|Nq7d#a$3=Ig1>*)$=^ zSyIv@ZT1u~jsR+Ec+Ze>DPJJCbDyOBisXKDV=9PFtXVGZv~=Ri7uScG16mnDsP>6fZ$)dLKWcjd9KX5p2Q(j7BTe#-JX^Q2vLfJo429cjE0q^6 zn1xi#;h2uS#x4K-Kd5`;q>x|Xd?jNeYD^5(7rSZq2a3Y7WMqIzQA6!Ja5j+YiaC>YLx`tmpAc$OsETWr%iB14aMyY4Awut zJgq2WF^E4{YD|qj*Mbt)ABY&x!|g}*yq=PhWYLp*Ft-Db*kZ~xed3Z}%i#W`%#2u_ z%i&B-Ui8VNWgP912K%P1FuLzi*IDiIA$azBD$&A*Wb5epL$vu4vCf}k+R5^Nk8v0i z>ba*wLrl8%3o>jt1px+~w1`*$LrtoKjEJ_%IvY6p1L;Om_ zm^|!FBdGMXpRp>=!|h}NmePjN6X1T1&bY^gW=H%Lgo{sAbKJEB{uUVA-(RC>Nz|X$ zO#7*E@kv>WSk$0F^nDWQO|}x2rlz&;IE`SLyW-h;`Yy)BH(8VG@a8OaY?`achU7w(zSzDz)0{}kyZM@273+Pt4Ew-6zo9k?JJ4!8_7&6!2%9)2 zQ&-4;G-}Zz;T4YikWBssr_ebn zXCNF$#;gQTtxP%JviDDlbvBcD^*y0W&`7gNvy>lFhmxQq&HsO?=_DLzw|N&D+g&Bl z5_3*ZVTgfa_pe^()0tKS?4H34dE|jobT`YtoZ}j0aG3-L)*`h##I;im*R6VoJ0a$vc5e71PS*uzlDFofrFy4a3TM~s+zdp9v^N@1Z6Ehevyc*FO z0obxiGcUa{LWq(L5iu~y8ikNeUB1V7IdWFr9AV(h<)7Sxlus2`qo@eZFZ?X76w;as zHCCs$if_gjP9M6}!}*IdlMj~&J|NY37ttgp8dUQ$TozhD4=x2EjWdRByumMT>c@2s zUDuh}A~RK0 z;7;(F{#-*Tz7;kb+lPL+*v1hMeaD>!z6*=bLQW!wg>kzNr*bK90Y8A++0)BzqOuR&-A(m3zE zGbLeL|G0A1ZHM=uWm9$mK-|CRKFc!mn-AnsK4WeG$GENtm>)DId-M+BpH~S!O0dtg zsJ$${bn3c1wo-YwnL;ssFa(Q->6?bk0Shw(l9l9XCMNV3U#VZH-^OV~DUIrBAN$d? z$8vw*I8*_(zRGpedC*-|(<309kAqgpJ5SPdhin$(b;5Ew8E;u^hn4(m;zCk;R864L z#6Mx${#CMEjHrI+qwwy_*lOx*OPq$SgLhysMrC%U%BFAho_gNsu9dDcTlm(IWGYjH zkO4o6Uisr7D<7Zc8o`*P$ZgkvE3duk{zS=3Fm9TTZ4zy#)&%b!4uMlGjAjZcOGicH zZ1S)j-Uosg`&K_RIYKMnTs86pqbI9txB@uPgv=x0r{bxXA16sVe8^Y{ov3j5YrY%# z+EZgPjopvpfunWXbIv|@>Ke3Xn6`?rMU!!upe7RCtuKA0h^;To21R{9!gMcA`;jFJ9Ysc)@ z<$63TN{7B*V`sRc_8x20omk`}(!9Kp41sU#&83=f^(upKXY_KFrY^q2`=Iu2KEW-J zEf9x&ioOjJM0+(Rm8(-))F?Q*>T>e_! zK}~7c8zf2|*u$Q`8m{)sOiuo^aNJK9KeO(4aj-a8_~&z6wXbE+YYhi&MW(FHh?;v+ zp^Sk^=RaP`|E30?QX{P)@grhNOW`Bi5(F1m#xcQl8Hm`IHPX%G=HRiNe+BnkpXUC# z>G+cm^6e*Uc;B~DtGS|?#4j(k`D#KS#9f&uK+R=*4R)NJ3W7W{19AZ<%akec|Gq;6 z8tj$Sd!=>%>v4t8|Dz)NzcWt3>mcN_-#D4R|DWH_|3$6-n;Ug1r=|7{qAa6ly^6*} zs<<(ds_@AoSiSpyr9CBHJCJL-wrD8GRIa%ew8mmPyjf!9eE%lnum9zgLHEq()Ou&O zmJtjw`SC(lvc}jD`Cd8%a{8&jK#k!0huKcehoAq%p8@LB0Z(plc-U{Nal{|#RV!fh zPJz%%4QLOxYsW-m-lGwef~H@1^T&^gR_~L%gML;MkVWh^$XujmW5c{Z2WK_@fO zv>B?u@y+JSd$L`fPSC(er6oFs?&7MT7T!OP%Sstw&%;yFSe|j7nD}eI*nB=9Ma|(R zK+6cCaQ5~|uCn4MHE$ccN50q6p=A4H<~59?$Ms@r(1I$-VQ$=>iH0W={H=4c0|XlMV`js(V8xcbbN` zv+2{}fcF`*89PPK3pOG~m;^*(un*88BcCoqW%e#?-5|jI$x$mAVBjJyW>0sVR*=Q1S(HGb%Kp zV5FJg+3xx?y?z|BRONBFr2JQL6nX_X25h0LuUDp33wU%gYAPz&M1)cut{a=1<0vEs z;s8u80AUD`Splt&*V>-cFfuZJ`+av)_VgPt(b!Ixf1IOh9K>q+hvN}BIPAaZ(-+UG z->0Q1%qAm^#c^|UCz|0Bu=7a(Oo+?SeM)<>(b+s{VQ;o}`<*Ohl-)$?z1$c+i_Jt62xkY53DxqtYo(<-{@29=PT`lE5j!XyzzrL`*G3l6F;hMkND~- zj6`2U>fD)$9OEGl#E!My6-7L%k1hM`$@+?(KQJrdgwt@&DaTWaY$fYE9<@bCMNc}Tmry7Wan={Qb;^nzuv7X`lNh!69t5Sl(o~Z8s%~UKY&lZR`DvaT1egno)K)>aY6-G8^Cngpw zX)jVL$;;E+ss*@50XtvOoV%_rY1`G0bZsdyuw$p%h*wmGY82@5lp9K9a`-)EQ$fxa)i>9y4 zz_723N&<8^go|6w-!94ko|`-h0-c&c{wBT=A{lb;C*|}+)DK?11nBSSrf<{^&JPyT zi8*4&T6D`@zPSF=VU8OcG(3!IPUsVR&&XON+p(8FF|K(P#rnr#u^I0?_?WhlEHq{Y z1T0Ui^~ID)?Jl)}#5$$VW^3{((b3U_9YAlX(!|pWMkD)C0pT>K`_@;9KJUY}3%~UU zXCAS(U>B=&Q|818_DzfJU~WOas_qGws=}??^DX2XM)J}h-pPf(h80zdvfX!;MA$8u zSj7)B?<|O_|9|;X2|3)OCQ91eIgK#XnDk;iD+=>QPM8H+C@ktl!=+2lxdf`X=&dZ& z+6sK!yd3e897;;}a{M~U z>VZ?3*Y$_elxJ>yh~gw@?s~NA0Xo6j5amSDyjXMm8_;Mk!NAE1yM-L_g7Dw?2aimn z-UM8HQx&T?PPJ*u9aaGW<(ubt{sO;h367(MRnwoxebtEwccpzx+d|HFJ3kYNQ>Qk$i5BJYj9BZT9)XrmHc$5vl4eY{s+4B8>XM6cY0tLWa1f{lS{jpldu5BKUIc8 z06BE;r{~B`MGN6$WFr($#pU#vO~Jna-Mt{6M5HV3`5(W_)ks#3@<3=(*FH7F2^XSW z5%5nkdxm}Tjre_c7|3`lJ~PJt1}00yD$a#?kgK7rAvy45lqG%@L9q{*0?iZ(Hc zd%G)z5LTOj8GBmNvUYgi`XLNX#S~zwSzGI?reGP$@)~EKsbJB#T+8%h+q_ynwzrlK zELDS>WwA1Ok25bb8=~T1d1@`Kn|W-rds?W~eyA2^e2_!1y>j7ebNJ)}eMPSKvFbC# zZCQpGw9cPkfJk{aHo=Kf>PDTa$^W5y8Rj`VZjYHLQ(w#Y%98hly)c*wG4YN-zxo&5 z%X&}uYCH3Jfq`}`(zJ7BnSgG}Ck%P={PoPUq=)C(JoK4<;@&}i;=xFLY-s+}iA}&d zJ!aGYRv~7WG22f=`NjNZC#4Gz^yZ4l?LHyax}4nxHWG-bhmz7D*5iw9&GCyM&SU3U ziQKY zs_Y!9Q?)Hs*H@P53Xw1SBe&2T5I zu@#Yq=jb=dYa)m-n0JIVkF&jQ&;~G37_+Xx@GZJEb1MDDBiW9wWu!**zU_|RXH{~- z8TV!i?OzY3)gJq@TbCZg4F0B+{;#&-K1YEMinl_HOF${CJJS&ucs*4Wu*uT(07qCH zdKHK6#)O&?CW5l6^5~{gf~E#!I}o9aQ9mM(0sQgv@k$`HH7wlQB>Dv#y#`%al6H{c zw2n?Wut1X+j2n*%XIk3ND*QQ2FHM#`zXT>)^|yuA+m5=fW>sS%ee@f3*zo@TtJwVp$F7Hi z>~2o8mh|}L!sKu8Tbf zbb(>-3~mdIE{a@^qY&gh=}7diK<1P3EEuCkb%WNPNo@Qr9;*8qm@lZgPw9*Cds{Uy zS^+;&ioD7ItmE!p|=Q%4$xSW8Xqu<@Cm(382w-vIssa;9jM>6 z6$F`>fot)j+>=a#Z(y-vq9C(PzB5)j=rMBwJ_Qy5sAbpO!z(GVO8~Yo4~D( zwN9AW4}BVi5&>h7CPNF&JIjw}A^yrG_CFoNNjyIfF6eoske{hz>gc^@4*pULVn)0^ zbtakFV%&`QmeP4r1sNN0p&f)H;qj)XS!A2O=6+2qjY3h!Q(OiBA$ zV=g@Oz0p0}qMk=a!jJKsJbXkNX|AW2)~FTuZOE0hNG1N*V{e9L>1Kje%Fl14n=4@{ z0f@-ZcU@u~{Z4eWv>KrwONTaGWrFZbkRK!d$2TWg>Pe9|FOk9#7N$cUsbdZhHJYDF z|GpXv#At|da%Ps!Qj~ldfx32YQ$fyy&JSj^JM;9hCS$;m+aNUj%Z-+3BMXh;0bds$ zXw4YXh%#Pm$y`MzZ7H@GTxh{7BuYa^dU^L8r*9d62SqVXN=v~vV$P(YdbfR5bNeRp6bs3Dzg#t6Pu-*c(OI;^e?~h|_Y!BV<(mR&znjaV)*H zd6!y#lU*Fk@=u8`7Q%f%3q! zr7mjO)jo-RNy-BHAE?4YdWiC@D4W5jN#>7MkDqXSo1$IjamptzZZF+k|A#x7lS{Yq z+t~Z%p}L5DpqW{o^+%7Yr;S#pvMZvPgS2~$$n>Odkf932NzZ;KE+?F1v9U1Rp8qh& zp~D!(VI|Im9p9Q}v!XAGK2QGfXipY~pIN;vG^m4CEUsW7O&T5{t!8C$I2Ll!zrFFc zFt0f$;hD7Vr;Zc|_58ZsEKRhczMOZK)h@RCED5W@4a9I2mY`KsvhNBNmb}_g_BdD| z#g(Q@%=3x1hu0X+b2PS{J$3TOdPmHcHSxs>eoRrHMMwdxVC0|ymgV!{TvU6>FuSEGO(KL;R+6U__ zk}1p@MIMV}9fD#p zU^S{~Byv2Vsb~LUj-es*>*rP7gmr0($m)C}H@fvm`R%21+ckc;leU>jq%{21ztq+nO^qw8^+ZPU-xxUJ(MW9k)8NxtDBqMwx zDMT`YM=$kUSu61s1`T9S0sBhLufn2)#RXa@^^~vh_z`OR5(`c=nogb_o2(@5X;F60 zS2E1DgdfxF_-$|ra@5^IFr81Ge9tBB=a)gs9FC7kn5xk(38pZzaSS%GQ^FFtpCePe z#4p9KPq*pbdfavWE|@vN3TYF9gPS@hpgJ058_uy{XEr8-cCOyDRN&NxW_MN9emz)- zF0CwL#K7XNh z`H_?p($9RovG4uC|DikvQk`aziUYE>f1{&Q8MAyY&I<&5OVkmsImMI_2Od-{ zoqXb$-)S=Pwwz}~S1WU$%cS&`duf7lD8JX(ku`WuSV@0cx8AKOs=7LpLXdniV@^;& zg=`8z39BBb%t1#-AN7A;k&F}14pei~{{3s2IejRbbV}!66#Tu$sI%RgUej|HS^VAk z3J%?1GUQXzH)&p?wRnh)Dxu_}Op2RJGI|#fNEt|VyN@ALXNu2Z3!c~jOeah)R(0Fd z{ad@g?>my4kgM97rJ{$>0bW`@>4Nqgm&N4Aq!OG40&i#uQKk-wzBh{PG=7Gwg>M(= zM)IraWjnjAZcws(ac{J<%M^udh~2EqeA}FK?>;6Fkh+`G{IKzY+r0nDlwcM{tzEfe zk9l>V^~h4SHvQX^U&Pf~?=_z`lT;>@1rzR>GF}XxYT+21UeQiy(-OA4&(KPFz-rG% z-T4IJ!Uq>B*sXz;%m4w{DSJ14y&F~WC{AIOy4ckA)KAc2!$0(fhv?p9=&mY$bj9>mDGF?-hP%((C>5?edSy>&J@Q#Xk?ViM6$b?lpH<-ULe{ zLK`30DcX!I=e|U(opt|a8gIq65KMyL*R#fW(Kk7=LW5gS(r_p94l4`UkEk_e(=~_v zfkUta@_IV-AS(JM@*-Y6z0P8lY_ki6dr+-qXi9O&^lvvj_~8mEB7?Yyxw-E!5KM|S z1M#{ID27gfMG3R-;ld9a6xM6U_A5)gM>T}+lam?VsAQN23cw{Fg&~)#QfnO1a`;`I zfKn3UJwz|Ips0u-@e@ogoy$A|hkiOBx$k>CzJudM#t@!^J!-vDfx}38RD_?$USq9< z>cyd=a(53?OF^PcoeG{9sdsr!g6LSWJZn$fTanKy`LH+8Xomx81AUJtO6t{7(S1;X zeWT-yfvoCHP1_Fv59sTZi#X`0KH1V&8g?9+!T(f`P?2h{>i9_w84;E@&SAZE!i_O? zjt=2qQ($_c$kU+D(ekU;JKE-hIQn;w{E(McTV`j{(Q?s+uo>%S*m;nmceM=$b|I0L zu9}Q;%hQ;~+fcs2foMhFu+Q!eg{jKOn$~WOO!I}f>6|OrQ{_X@GVPbaF+Xpzd=F@Z zWnrRot=_e+fde3&F`hE;*4YOn3ZnJW$~6OkBg)oKw>Rke8A(q0z1|;r*C`Qw0(Xq3 zoaq4#THr%k z73GzciKI$eKjUF|BoyH?rB5O=u^Fvo;UZa-iy?K(v~f}ra%e>5v+FEc+8a<;#hq^n zzfVyWA?zj)W1d+)$$SuLt!#<4O6>dP&e}}tX`I&iL+znp%qCI19Cjh>!UVPcrBo(P zT0Lj6nXXkc&x=9~g_E&~b5$$#?4#Ne`$I0;I)&LA*Pm+wDluObdpEvvIlnV{njDY54mEgt}lTM@WoF}tG*PK*aLDH@<&07 zLBiae#RHg#>XGjKN5%~p5E2QQ`o zBtu=Q3mVh!JK&5oVpW$mQ+*BX?9rj&*mI=l@>QfeC%zxom_+Ih0|bfg z!#Cy{Y31vMwsu`~sRjzkRb?W@VMVh~87nh#c`MWsuLk{Id@g9fE3o{rW>5R#g=loC ztKy{m!f5DvA}?zPs`VIZzZzPlSIUjTQ* zNkJic=Fh0kMcYomOB$TrkAM;{4!slXHzR~DzofyE_Oy?}^MFrb2kurAh_SBs&A&K< zt2)WzT$Fh(c^CE5?yR-58?{2&Y>~Qnfu$(k{)8SW1_2 zZ<09-6{s&5mD4uh=jA!wu6&iwcQj(-jd`x5 zM)Rphi~Vl(AA1DhrFoNfdQy-LilR~%9w8SW&Qi9Y&$J1%Jf4T=z7NkQGC5pFP<6Z=ceB%@-fCuLox2{RYY2QdM0Y zB%1oY`iGJZ(HuDyf$wv1*QYmc-cUEjn^)rmWAQOB|MD8iJ)1P={hQ+dCajC%%OApT7w@vqH;g^TDBJdfZ=#{Ut|S`IC&?oHt@ zVlFKg>RKAU^m$tzBv8G60)^8zU=6_$^gPHIDRgxP*Wy|u!*rZ|d<6UY`p|VU00qMi zo_QQ!r(CZ7X?9trg?vqiw7F9v4Y^jmCQ`|m?4&-a{MUhVhEn7Q# zcz>b5H$sccA1cp;t1-i+8KYe|AUf(tQP*&i%-T@D?)$z>TtwXDc;gF5ol{K%bFM|K zvG}{lk$?y=2Vnf~@8#vJI+dr%iR*s@q5NO3nh{AUNHEvhixDi!0>HwL&;A-5RA}Bz z*3bAJEco%cJsB3TqTcUOOcIU)!1sRxmKJ6qp>)cCOVjwNw~i??JsSGzep1N(fix*u z%hf|4>jTX&cfQs!_eDmIUrlh&`HMzk|NJSmzA4XWaaipzvc}BC^1en1er8N6f8#A=rT2I&Cm|t` z=)WN}CxC-hhVd+cK$2?%Vwp|>YV;MDaCg*)8kyly zL769azgByI-+RjLge#jLQd0sdF<#5z$AaD(ft42+N)O(?2F~=6Y_V*BYDoYeZn?gy zIGTCZ6=3qWfz~r!-!BL0Ar7Sy5Mt&Tws?%=h~2J0M&8lMf>iJ*V0&tp5n@;rTns{j zF|wU|jSdeN0P|%t{K>^Znq6fs*lFV+%5P!q0nt~G#TXqGl?(i$UxDQmNjq-a1rRR< zek2iZ>T{HBw-=gf8-=}oKDcIDLq@xp^O)C2D@#ysepa!wQ4q%TUpNwAmdrAeU#PZb`&OuI$xM zxbW4FNt?6|-|W@`fx8I6f4b@`rG8Vh?xxI0sh zG)VUSffe;WU*>cr6h{LBff({iG>n3cq2}fFLYfH^6}o^|Ty-(hR`@%7MqpVrZ@0Frqhn*A4hz6(fFCjc zK2dg3OZOIew$Yhx)qDB_=!YWiIn8F^>Fir$ZR33c;YTx3fBZ%ymO`YffjQu@F`R~) z%=dI__4ODK7+Nn1F1Omv%q|7oT}OErm6k?}UamYy$pcs{>sl&;dvG}CKkVWTJQJiz zN3`9_Adsy#4!rQv50-onMT+pN5A-&gen>>4h|5UOh*X=_>gS0>6a6&WY+(F}M3ktb z7XM>pEBC+<#k5&~HT}6|CXshuk0g4*7D>PA_{aBVJKt!78JM?ais0&UQ?93($F;Qk z50!INUIwz)B&KX=dL_O@FJq_UfTvT7v9bG;Tv_8fineqxhUsZ*lvtm$(F0@?W~2}VvE+!*PSwr!S%KyI@Kt;QiWpI+ zA}ZfKu3W!BfTd*ei}Le-_gz-dAfegkUKtK{XF!rU0}pXp z&~R8{a^|lJs-+cn(QGkQ$Bw(_iy-x563m0V z1|st9PQ*weIs*!i-RU@!BLvnb%&_Da{@1+ri_O{(bp_A2zeUb9IC386w2Ld&tbMA_ zG@~G^z*SJk@YYq=lGb@Dka*yYF@AMNk8(3eP-Ku+BS9nlAun$$t1`2=NHRhJ$?f{{ zp}|CjV3K@EH2n^H3cRR28q=^0**a+rpZ{iySP*utY&+gA=1y^xqj+_kch@=Jx1G!9 zC{Q6+7Tz+)WLwmW5{-Z|u9xhZsG#Cl`1O)E+D1g}`Ikd;YYk0|xR_5l3Dl*-thv!j zIyH3V+O23kT)alkZRt7+L`92+1L5_t`Ge(YT+tEX41ME$$1bIV>_;t`aP`g+{$-`E zt}c}_#>V3h8#q~Cz!=0P-UkX^Oq`}?NGWw7Pu(dhg~V%VbrjEm!m)XqVP~t14(n2;b2t3eE~l`tOv2~s2QekcSwSMFXJE%NVQfp|W{kbs-{}do?Y#)`KAAeE`T|(C@fX@DMSK#^4?P>UQoQ$GsHEnw zovO2~J^OL=WE(w;f3J31{@3t|x3Jq*LOQvFUm3O7z$;us%ff;Jsl*GQ`WOd+M_XWe z!?WS&L&jmwPW3Tu4vgac!za)oGcLp*%^v%6=-(%(m)dVe&wQmlu-7RobxpCN4#oFx zq(6nC(3RI&kol3UwS_goMbUmJ#A4PR?&8X3qoSUbq{zeENnDTJHI^sAWOlS;sdkYnP}-Kr~7jr zXIRb8osYtU^Be6c={)bK7-f7(^whiaNoRCa*r}%r#G^_fY8^m7m-zlYZGN9w1hAzn zRy<;gJZfDh4aFzscufNn?g@#!H#4u1_4a1}K4m2N9;9R798QgY)LIIHW|>296HS2@ zy`s1$rEO&R^g#^IR~%ga2{?_ML_$-?)re!*d);~zUp&P!a?%J9V#mhShu${VXqcS0 zliV&Fa(JIU_YV3$_)MKsm_yaD=s_+5Xla#+hwf%eeXWnyw4*s+e2=^`s$YJa{}-xb z`I-6J>fHOK9^2p`K`O+CYSI zcj0hzU>~cD2hSMy(aW92DKHh)hkfp;_DVFn#aZ!z#KCcF?uguiANd#z9|r=6AwcF zs@EQ6HJU-wNaY8VjbS0XK+{!Ajh@4_v)s|~;aB;lrEclL2UStLK@FQ#gtGSlKaSGA z-3eI|@k;%r7#o}OhdhAKeqcE7Ps6vVW4X)#r=h0`YUc?%RnU7S$3l(EgkEInw{^c) zyIOd4BY8La_5w?lFT3+gnw#~WM%gAS*!Vlcd(j+Djk1#V|0| z`tqYz>z_JnAmpIaTw6>dA;Xi=UEV9Q?R#G<4}=_bFY)=d$J3(Ev)mMS**o{Vjvx`S znk~wSrgL%VIoXmx0DzPM7%Tw04uO{>&emFC9usUJvgMkfKiE75X;T*XKkGhpJxFNM4hJX-5UKb+rj_a@sBw0)VpO`fMhQ#9^@}!?e z?0%ksMEBk&7_5u*iX7}lHMK}$gWc_0FeDUt%v~dc(7gzKQ?wsk(Bt5+hZ3lEqK$Ua zkKa^|iFvZYLJHXjR9CPLk)W}NYm+4EEum+LRFJ!xxU7ld9*di&q%odrQ#!^KDr>^V z0MdHV?;0f?;De-Sf}085C<<7nebielsKgma-GdZNHHV4+7&E37FQ=G%gYj3FFI7mN ztk zbLz78iFogEUjm%Uv%Zi><(S~C`_8_r-rPZXKq!@YKvjxxUo>~m-{+m#9NbCKiqOQp z)r%F!9J`XW?XE6b!f}%Z8v}A%n#hIPwG_myglusA;QJJA0tq$pvjYhe$x}2%yxdzv zbu>>H^+OU4gRMHB5Fvf07e~U~a~K~?nz&FpRE`eSbCU| zZ#kTr8~Z0l@+0RwBfE>~REVhL%4d>-XwDk9ZH;#%;Oc%5I{C(xX`*nz_m$gnfrSW~ z1KT7*6cR03v_)gyWVGRn{DtO>L-^hC*_^}e@LRy(YMqaLJ7HKaR8$dwSTvqn^I{LL zAsthU#rl1c2Bn{?v{jW`p|Did*qFYwhyi zcbG_?7IKCNkUE66-Ie<&CG3AlE-rphnE^B!dO)M`650(k8aDO`J2fh8=G4DFoUOE* zIlsHkWLS4nQdA^J*|CCT4ZU#p0c)#SN!04^ktDJQNV##j1Xv|F)S@)hVm;m6y-kla zS-YgdMgp@y5PiC0T|?tGIlpGB*%gA~S34q?lQ_GGufuWrTd3g)6AGT;ml+HB3d)4!sNt+>* z;gkVV*CjW!92J?X+`ZslFnk|xVv2%+sR)&j5a5_+`lc(;%|cMXJx7L*zc##sZe@j( zN$?SM`rP*27-#vCxRydSrd1;2&-3QgLyN#$k-2{%*m>C?UMVW{>F_4JD1ZFLvlzwV z8r0`mr0|uG&A^#9B~hQfI~CJMLmgbw+udHT`9DVW@^ymH>cFv3H*QHnQuH&t;;VIbl@E1YM*l~L z5lucENfe_7_5KYT)AnBYe-~nGE^QzB6AheS>Uq3bn;_Q6`Z-JX((t?w<9oZd&I`7u zQ#Q6Y1_ytBR4f6X{9NU!w7;6*4)fB~MsmHOlkcwliXc8MyNPh&hgDnY=W;s6U`OY; zX~&f7v+Uua#waw7h6zbE2KM3{7=uKGQj;q4y`CtaoJkZ>YKc`Jb=9NY3cp6K@D)m% zi>wbFUNf*Pca8#)Q1`5$exo`|ywF|9xHK<3*CY64c8gl}%WV zf5D(8N6P$V#f;=eUZRybplwQ1-&ubwi$MEKQG>AQrri^gj!z-&TJ?mwGO)vj)q*&k z?j!@{(n&)XLXGw{X9ahz$@(o5O^r=nUYG`2wV95~K;)VoyQ22H9$N<566PeU7r)LR z-fB{f_=e_D`1rYEhREU5(5-OZ28VZB6n&b&p9> zE)n#6i<#x!XnL7V0(yd||Mi=E!$6oA^Law3$)QRGbU$*Muc6LQlXY)(n!xwDButg` zoFTkS3Yrd5%XB!DpV?BK_k?zq5^i81hcTh4Ip%pTi+h+l^wNF+ffTd)9z)JDchB@q za(?&<&5`_DY2)SVyR>nK@GmunXa{P=S{{5dLf=3YsiEY3ogkRAQuNBGXElqQHe356 z^oDK7skZ;#gmEA830yfX(3~K@38Km7gWA1G~9!R(1Q024!d~ zq%8!E56RKY_r~^=@$vE5_7S6N>X0)${Cvw)0rDSU8Wk_XwduE2HgDW^?2m;>7*Hbu z8vuP|-2p$slCECHI~-GdI^DM)^OKIOJ_)Pz{D&gvuL^*d5a>1HA||e7=2XftB0Iy$ z&auM`z^AjewT+V~eRqA950G15Hxcx*bPx#@Lkpw&$O$GdO*wjAzL_Lc-#|%XZR{OD z^I08~Ak1Y73aD!Qe5bw+`Fikt;J60cF{e&+eXIM6h}Qdb<`Dg&c%uGVF^9x2J9pK$ zVceD1@FIpU&aXaWGnKjv6Ip(TE=Tm6{rQ^KW?rW7KWZ zTygf!>5l6#(fdbXNIL&brV)Lan)=vK5jq<|ubBMC`{4#7Y!W|5W%-&41`rw3-5%elW83g4YmkTBVG^fybD-M%!p~9X1}QwdxBuI{T++f@rXM)3FfIls zP~hr5sz;X2@22f{JZl?Jl)d=r*f;t}jNJkrc-cl4ISG?E(LJisIVdc4@7Q6kD*6Sc zZ;kgx5%jrY;Xf=G1iAGq%uV~NE{Cd)uC0cbvx{Dhap9Q8rxN>>TKYH>!Hp38nHz%O#)gm>PjP&N zBFt{+Z74I#bM@-StVN58Sp>5@^?nNW6OK7y_25X|=+Ua^h41nkm3NEPU(w~W+(yS+ z&&Grh>9lm=VViNWsi+5qOQWNh+JIqj79?3ORJrW&nO5f4w!5l2MNqL2r5(tyg)pNFq|JpcOL0B7Rf)R&JV$niqc7n2yo90ex z2e)N1SS3CII*r`ZQ@4<$@4)1fdGoRzC^b%ja{n7$ys)GfrNjitELG83$3zdh7FWsp zOQ;cM_1GeWHw@+Rzl9okfF3}nFRyFY{*VSPubLUdJt1bB&Ur-j{B^4JHOP^B-Gn*A ziFZRY1}FnCM^YA+d}7%L%FFu@;4~56=fIi$VYd}StYJ$+zrEx8eR|%#o4e5a z`ZF-HR_{c*14X8B#FUV)H{_aFfI>2Fl=`AuKk zm>1>Ivqx5N1C_DAU+a^e_iKGqC@g6o*L$*zQbD89D>NLVJS2hG;YUvAQ6f&V@_paa zi7>dwg6HDe1Mwh;rlG?z)0o@ui$*!HlzsN;x*V;N9R- zj;(+b&38tmy8p%6TSs-Zu5H_-bazQeH;B^RA>G}jw19MXcSuM#k`mGgC`fmQbcb~K z-MIJK&))lWJ>NUN@%`mkW8oSLev>)xd0oeOoMwGF*qFOBL|7Z*Vho3Hyj;igUM2ox zceQo*<609IcW2{FY221oCoGbH9} z$9ce(b$huLR$Tm8=?oA-U|{p}fA|;iQG+34aYr^2^QI>pM<8y}=X$^ZW)vBSFn*pq zPDMc==+h=fu7?=I@zby^aq_P_=*Fg6Rb>w{8&u2)C9lVw3_wOM;_b_$=~pY)+@1A*$Z z^1iAMYhXBve!RcjZV;=n>-G$+Z+Rye1Eb+2D;h1^*!0F`_(8B?wYSJwns&=oiFyawk{BB-n8%v1CC?~+7y3i5{7o^ zc|64V9?N~<|xyRvDw*+TI4j{cByOdXH53r%Ixft znZ-Ka&nFafZRPhUTgP+$1(0aI`mpLLqp2erq(Qv(tr{$7DPh%&IX4|oWDM@R3_Z}WKIwp5_0n-_?;cSJA zDoP~uK@}$4qcLsr*@$Nkgqg?*ib(mVFFJx*J`Zlf@Q;aNm^GO7sD}GJAykvLt~C^c z#mmxL6j+{3A=pp6Pqod+j?c7n zV&bYkG11erztHH?COE@wA$|8g!0S!;@GPsvPE*8Xlh9CcgfHc}FvmQVdT+L#vm^K4 z%un>lI&eQY`!#>#$sbS&6^g4(KZcMWVzX)Uw{?SS8Cw$~j|2*9 z2Z^Uj)Nl&irFFaLPoq`Tn$k$P^=g{*5;uqo!@I_#k9X-C-nIJfLjAZP&&If>8@mhq zs_+v}J=R5*te?X=FNr4#`^W|OJkFcv{1=N^%-4iHODihAua{JCpcu6^{AO(Wxn6j* z>%Uut6+V9d>WC>5gW28>NuzP*2<_Gfgs@eyAA3_%jCo!5x9dVDF!PuZnDp`aKjTJ> zze3e$1`EQ;sPQKPpy_aq?Bg`qoMAn~rT#@CzIwt~?u7gu-{h7;<3ftsN91$wYO?l~ zc>MUd)%#n~kL5zalT(*FGu0;iE~1C7Q84(=qLlV21*im;db8!aCI7rL`@lxl0b^;> z7_k5s1Fy@~7IIw1^o^%(Nm)&e3J+e;r=XNI;`?aU!_=4S--`yzEBFo@K5su<%@F^N zPBdmaDq*+*^BsMiPmt<0yd;5s!h~DoagOe^9(@DcY^D z$gSzI2IL`QNenlE%L+G#o|_DFHr=`px$vLRYYA) zY46T~GPn{TqWTFM;sQY0$AXT9#{4%MU1eeaPxK_E=%46GB{gI=8x%c^khecqOk`w! zd_1Oq{ZpO&5{NaGKmU9l(=Boo9WcexAGiqq{{Qk1SLlQfjQ^ewR#VU){@vej`@g?3 zRTR)DFG8@2jA3AaA7nwQgkO?-bmnA-n4X32sO8gb{`j%qh^t5>ChL@Qe$AOC&Rh;Hesf=94yV{GkMHhUodZg!F1H`9o~KA zquv65pGDwBFb(v~Nera0xJs9`;V&~sJ>6YO@?JV&-z6qhSkC(9C~>LqMp#svYFzD` z^aS(EWcso)x}x&$1S|?XbRIP*YGbR@FR6q3OH1h*T685olgwXy4#S*3&)Y3UL~MQ+ zCx3A7U&^pBU^DdzuczU#B%h%uJl?ax5q$)3EA{fEvItgQ#WKahpO%q2ez!=n`n zsR!qk-|EWVICOj1T1`N%o*dBTY7y#{SCT2uX~ezHiFV0?lYEgEyS=HZr@n%$k{#Gv zm%nmMjXjqS8zj-Av@?6ZyUoLY>D)45mA9v~5hHLz`)JX>I9gV)7|yDYWcpF4DgL3Y zMG%Mz<$=RD2auF*clFkj;g1W{GQBtGJD|dxIyBGU9}1K#Xa!i-l0#2QZhH78id2LcRuTpu7|MeX_m12EHK2h%Mg^GT&Cez8F#k5IabW%lS2k zo0_gC+w+TDT3Q;LkWdE1Lz&~iD5ns>7XX3Kqqy?_Gk#UP^_$^aCZi?n>h7k~CqMp4 z$-|?K9-znvqrK#PYm;-QIQ`uC3p`k&XOqcIth!{0vMuFHV|8I*mZ2v%UQoxJ@5*;8 zt87c@3)l<~6`EYX=ufw5^*}sTdH?IZN|DvWq1VvL-=Qk9*J*HzYw@2^^P;Ea@{939 z&eu=$26j49J~kEXaqW9sgN1~}yAWYl#op-Q?UmAY-fsKT`xGCXX;JFdSEH{I^wwJR zK!<|JWPzKlw1{y$U8$Ku(8SxwhWK(X)#L+t+vH5OuA~LF6uq*1n?rSZy(d@f`n$QU zASq1@&TW}bJ&%R^`%B5U_HvnadDv16hr&Wb72(dVsbF^Zyv9EZpKsi=Ijo6UFD=~i z#igW7TUPWx1%0hxYXfE;UK&R)U(B)QooHn9+HP=jo{^Xrw9NIIEi^j(1hdDC^p`gD zr66kkET`4|6ubb8fFdzTa1VXP1oYo52qCkP5S!7lvFIlic21+o;d|2`v%#+9_ylA; z?7z)}B0&t-;}5s4A7w?_{tY1e_h0B;0zi{Z)e_~}41qVO9dL#$0@;?=d2iZLk&yC8 zy|4U|8MP=Foq;%?PQ4)DOB2A%wt+06zE$1;i8#Mpd6RoH)_D%|Bue?V1m3-ZS2X!CcuZ{)AF;#>l#6^nA(akct!%7%|=Lu!0GfFgHtB?9346A?uO5%ODME|#$fFMT_wL#3miSf+gqAiQE!wmLM&DSdI5{=4UN%4aHE9I} zvtQcGO>EyxY4VyrehkD~bRS=`^*|BFrp1npDT~G*fE`c)cpVyL@wt|z7J7XqF`3sa z)LU3oG+wFaca2*iskc%1$2<8Q47%Z9QWJz*HaE=1 ze*cIWQ06uY5H|3%1Q<#zX}>1J;cK7sGJ~c>=!lWJI*zW=<3~S#6vV-J5n8?7vi^Dr ziX#U%y>er1lsbF?ZBR=&ZD}q;JaKaJ|IjFv%pRPyffmZD*o))!Sm&x=6{UUUm#;Eq zeKa!r^HqCJeO%nMrPFr{`G)vhYlOz3#j)OVfU&Ozd{bL|KyWY3x zD)kczUNd`T&3R~>vd6Hh37?t>#UV7U^e_bXIt5PZ&$doVz|nT zdO!rKdZbUcI{cu!a+#KCW0E2y2r3fxj< zc!XP>giK8-bN+`$*#U~);^N{^u&)$tXH<*2@e9I!R7?UVUuYAO6Si({+pmY)W}DZu zHB`Wl6})2pT&MaJtN=dl0I}TktJm0}&8!Apt)z??Y)9UYW6Rm{CC-J~vdU(eMy4;i zsCN_oZMnms8l2*LlFOgPTUqG>=+={dn=_QFb0qja1HayfNVx( za63R;c(FEwkBNWqKJ_ZLtK4RxpQq{As33sCZltE+ZAth*I(K4>gO_)^ClvFG{mT3wK8__(Bj*i|l^L2JI?wDP1+lws1MDK~U;UfULwm zgg=;h{u9(e`$JTem#b=!4^?XU=Qh_L0&B-`DOb(5&<&Zx4~cN0*`2u9X&kXtr?#C7rruQ4e*sY;B8%7nUoDk zd+3ruGlg7e??!@#sgwoL0m@JUY2S3O=7~R`;#O%ydu$JLSR2H!cCtkRWSdvgb82~A2>eI(UuOY*HKM(KkaHmA1ab)n16FHvoRT#>KmZI%|rOSHRVC^kkHI^TUt&yj+ogJ}n&w3sp5pMc3j%Ho^uP!^jZOqJlmp zri=U0vW=3WEX?rw#|m2a(Jo~M8X8H>U|;k&|H<*02$V0hUuAt@)!}0SzBsj<%eNU~ z>^fUxR_A_h9rt8Pt1%hTAnjx^AjInKS6e<@n?8g8OH=c(*MU26*#SD#qfu5i2p(S1 z*7NC(1O3vkN$3ZX`{F7{OlLmr6S7P6&N?F_#1!uCS}Wa;GTwIF1a>No-~r4(;Kh2Cyw*Tlg|>Y1@p1 z{Vec35O)z69jh#%0@3DRdrHgUcG!x9t|NNT9$hd!eBe%c1b>+^cPjLWQM)cQ3&dZP zSai?*bsq!zkf*p}5Sv1=on)T*J!HGV#)LB4;FLTnnGa+~>2$BLTR-IyYu4Nyy0&9E zufZ!5^&in>z3WQr+4q8`gF3BM)ROaqWdg7_>tk8Y%0r0YU8hzS;Q6oiL~@7h<1Ft}E^I~rqaz?|jeyWt4}V-fkWF%;uT+c+XC zAl566#e6SW`k^sEEojbDP4jLY$Y^`lC^ol^B#nO4p=V1LKuD6r&d1O}1cUok%8v$W zL51;3*ln5Cqmm+u#ozl|5NcNRZu8(2BnwIhl4&80@FJNYkQ; z86eVU;Maw3NtGrg<-AGC=S)6>AdrrA6Q3X1rREmR6Dde#;v>GM zc1GNCj$#yff@*D!Syt zMeJI`fpWw$d1X@_6NFMM*<8}2?@o4>2n!4NHfO$L*PuH%i z&~8EQq+iBE(_bItC+u{e2b$Y1hzMF9LJ}_gx3UC9Eabn0CB;xO&B2u9uSlj!sdzlx zcF*(fJac62-GmXuX>Wt43Jfuzyq(FbCITIG=--b%p*1=AE)C!r7rzD7B8|Ro9I`J7 zROviSLpiD`6l}gp!D`iWXiX!+Qvuvc+Ph?Lu1`0>3=s{1VdSygyes`lzwxX@+Hk)E zh$H!{O6Z7+h-7H-ukOozaH2TtpqFJjy$;&IfJdeS3DDRj(wZZ8$-lHEb&EiEaZ8Qh zhA}X;2realOdOsR&C_KHwYra9?tN@uqN>Nq z&|{w(3rf5AR_J>bxN;AnQHf4a=)z4;0d-6xGy9yx|Kv#8`u0{~4MJIk$#E&@R;x)7 zB0||PjS26k@5&eNad#+8C8q7#77cddsc5ouLlXKuQR3c0bs-6v&d-EXu{8(qA@wvD z7-~p!5Dm@hu=hz`pVFsk`7i8()vN%W`nH|h7nU!rSZ^~RvDb4Oi5c_R^ULYt1LD8g zM-^k(|2onm8QA(n9-Ep<+wU(T%Ve*z6(dv)Esl0U;=lGp42ltVLI$C1qq~Q2VMw?M z@)T?1g&4P%s@&DVV3Uv}b_S_BqlnSQb+>>9X0z8D#zBG^11vR;m zBHa|lwKbO(oo+ohhJDIPdWur1xqOZ!q<(Kg+RZ{}nQh27+)&Hp^G=!78!sxFyNt-K z5?NwT6l0CEpW8uQ7Wyf&i%1t28LBh1)*tkLJ#GmptCKh}4J%}lU8ISvYzv?C7LqQ- z)oRf8Ly3^tM?%B{MVx53f{o;XvWjK?{MgkoPj~$s39o!%f*3^j#VZ<4SE;f6JzzNf z+;e+zPIh0V2&Z4ur)gTP1evx>4E4-Aa4xs+mLkP9@ANBU?a{Ai6lZfT1mYE zHEC;g4o6WffN*>~L4AHD{@#HJL9vCGFDyAyjKmu98X;xBgLIg3&}|;9X_Vi(?op|R0ac24JqPDhwabAMZ5MZMf#?cKfbRR zZ#?un{+%xcpB#*LF+^VWbhna-eXdzBa5b+&?aVTIq(>Bw^H6uRk+#%fJs$Y(e~wcS z>GBz~JX7%hB&%Vh-Se@C&l#ufyxc@#*jpMAqxEB<0^O(*$7Mfcu2%bUT@ri5V4T~- z&%By)A@mQzo#b^+qr^(8rsHDbR{7}0J(cURg6A+ic7V>|q5Mtf;2)(CVq;Wtl=PmG zQ;PW9ARty$k04puE>eujv>S=T$XeL>Z|#7=#Ch_U*BLZHFTS#BDp|rNqq~QT=bvp_ zYd4?ljTgmyl4`H4<|Myh{0q%-8A@=<1y=%RihUU0zdG!kxn&2>303W zzKT96f?FumAL5+a{Sw6#FL7Ei7zhprmTGjO&!%E-jvtPv1Zp!;u)WQD!Sf_sz|CXH zG+Q{{pKN=gB!LLhy1rc#24c-1o|WuQ*njt6%jPHXHP4}0`-G%HFX@7}jN>NA0PU{H zWkU;wPO+2NI!qelSUBqgHy4TBx$Z}B7D|9Ap5!@@M{`75JGdQ=zGa|iyM{Ys&O+Kj zoS`LRWT6^`$Ha1KcNvA~@5oBB9*uW>S4mFldF=O`0GC)MGQ$s7zRuaQuVFSp=dELf(-wZJ-acG6Tl0e!feMOr{uyt#}T2LYq zfAtNb6fy0GR;><3t(w59BO)<0*}MxQ0qAS0ZwiTdw$PQ6#&4G$ot$9FBR$ND@Xzxq zmq{fKo=1oS`0d<-@KH*^IK18HdZZsG*8E|ruwiT&xGRNQe10AMdQjL`iKvcf6*?E= z4?fR&R`x^xBdT-imSg3{!?P~w$r-b}lbEi?2QT?@Z z0(m!31T2>i3-zy4`mBLD;3>n1Scfv!k;LrFS9Jp$ObrVZOBMD>k(U%pwOOCiEtlI` zW%VOpoI_ErCrvf5=e&$T=5+d!i^%Ay{MoCop@9Xep-q!)^R>w zpK1z|du1sls0R~~ctmDO7-3XnFD?i-e%j|s%{9itfz|%sWGnt(1^x!&(F73BS__BM z=ZzX9g^Z%qmk5dWHk|ZaZ-bfD4e~?tH4!7C3Xxu;H74S{FI-X77EXdSo2Zkm2^|pB z{E=R{Huf~fAybFW9HtYSkc7G4h3?BHQlsdLJ@zT;f%D}m8>7e3SPDxjJ@Wq@#G2`=Fl|D z!8tpERYQ7Dr(SIflqfP>Tm}@NB{nFcqJdh?x()E(d^t(&OcDEShSToh?%H1}=scCP zj3Dp!0$A-wfO5iW^LttyK)OdC`(q#xv3o!dlcI**yqlMgPwGMOU&fW$2S(7>GVR&no3%PKLaG>&_ZLECpp1dhqfypyT(!e{JCCnJ};9n*7$ zZIF+^^GNG@4$C;UBCl>27owG6W)hj@RJLpcBpEi@Z;D9z9%&xNwglX!cciVLJjZ|g z(Z3^$lWOP3wh$ycV2}di{MOHvW(nFJE$T>#(Xzu|BoY=qoYZUm%H>gS9ax0J_%80& zC?GY!`2{XYxqjWybM{BX?1*D~?W&YxPY%;9~$G&w1A@w}uRv{B{SjJlNWIdDi zt<{CoEbb*iU z56!i1_CZLT9aV%0$tE*`|D=4X6yg4d@o^X`8VYC0#9!nzL|}IY+g%ZImTy{#NCj1o zuF1A`!Mgj4w|~73?v~uUuWF72UOxY7cd!Qg{2sOw0*XXEu>E%NC_@dLyN#cqtJ_ak ze3IaFk1mh)$aAoEx%<{DdwJCuT#)|J-;PkT%0vmje8fl?4im{Vc}{s4d1&_~KL3__ zdv|1i?U(>J+CX0OVq1nu4he39G^9iEeQ$yTD0TJadK8l)kMYkr`#2*_Bk(=uZWkKk zR^~o|A;wyWX@`{dWj7(lC5j2m@aIJEy=%9i3G1(sKwv5(;!^vGCFS${0m;k&qU3VND>hZu}hb zpUMKpr(8bDp3TW;5BllClYd{1{gvSM3l0&A%|&mVIZj_Z)7Vw=r{r{FEgA*1y_`JS`6UFif|tNbgByxe`0W-Yj-7ujnGBp!<7 zop@)&fhD%aRIKdWnG`w``NNBQ@5Qa&&XZ#=saAh!p)~JDh>oH}M8y;<{2pQg!jQt& z=FCgf{sBMoig_BuGQS+~amh>Pq2~(X`1unauK$GRFkll(Q&LjuvhJT|FW&?wHNX$* zqjxC?T<0s25e@oPiOEPyW898p3i>Qrt1OHKcm~IN^hJa7SKAXqHpKFy$tj7pWHYL4 z3>WqO(t$dcH4C$rcSJ>PYmlx#$ygsN&tt@AMh(h_mB@Nq(@q*5F`s6?;!J?~NXmJJ zb*u$|8e{l)SvwYeUi*szJ@d1Pt&7eZ{0KzgC|IxO{Vj`W!$vrw6&Dv@-}?;7>>#|> zg(ASHcVZiRYw1x+3bUK`{4nA(UjZi~r%I6$!8y5p{3@B_0jAH2?+*g!a=`B3MhWwHYJ)&;H1okt*i1AFjji~{^@BF6q(-!-}8QUJvw~R zlzE?oLl6}t6zP%2^PBnMns`QQHb3~3Mj=biJ}BZIzWUb|$n1$vfi2ZGE(UytGs7v{ zNcIKn>1WhH;_|e~sRVbuKn-XsCF{QX$+B+R{i~DoBi6h+^R=k23W-KE*I}pMC&J#I z>jB!w%;2D{y+&8ykIR<3pXi2Abr{P|jWt2Mthl%6jrN{ss~S4-&X%nOrKK{==-v-9 zYDTzedHnYkVQ0VNCnLugz_$Ut+9v|D$FyGpuW|nn&sUX94622%IyWjPmkhr#Er$I{ zWJOzdB{`e~LPsNb8b%gjscz+o<=fYq1T=rMg$AE$2O7)_Y$fT6gF5&PWR)Px7iSD= z2+fIyPU{Wh7S9tm1ZVaM(B*#9C-@*d;~EtNCOGBKj#WIPt0dVkgrg!Nu$UFv?=N(~ z4lL98m<#TiJp$xDETSWcN!a7p{`taT0o(7FOCAIKCV&2dKmILmM|hZD>+au409*7Q z*Wv&APks^+5J!-6mUc|8$nbTCPR|N1h&NzN`ih*2TaH`K<_;6&yJ?haU-FApPbT5i zZQPgWm%&Ha$*wwB4RMGQv^AY0DeQ|FjfUlBL`xx}^Z?rl#if&+nU(U7yV%#+jngc>-_2J@3dd>rXns)9OMY1g_BLV(lx zq0+3VJGP;kku5%nQ}DLBd5j4KD!u+d9HUw~G26`-n74Kdt!DrB$v91%4lxBqUO{p$uk zHns>hwp`9ALO;0}xsYD&-p{V-6Xl|)O35U_o9#RfAnJ49OtY{Ah}3zp*+QZaxuMHb z&iC^3Lx6l%v9>OKIkQ1{=4L|m9%!~DOnM`85@^o1-0{c~k)CA;=dWGg{biJS`T1ZP z?D%nx7W4BdPnPuBz4^h4&-K$Z)>kNSBai~2>fGA!e`$Pn6P`&%qu;m#AN`9^wy;*2 zYK_FLZ@XB62F~}j&1@_HT2BPg&@{HUZPU8UsfJ}G^jBN;=mB3r!32UhVRY=wjHbf@)BGPK zG}r$>OK9>k4p_HQ`)5uFNOaF#Q|gv|t~DI^O~>Z37bjX3n8VcYdWt?NI$LGYe{mqh zOpsGz@=&%+{Lz;3?-Cl*u>V^LO{j&Sh!$7JTC|W?tKA{f3sU3X7lY0jfDjPG{5Zc2 z47^4+O=u8!7w!Q(kzYiT0pK&Of|+9fEF&*3kB*%^{9Hbb*R_dQHUOi|( zs7Kgs7r204$f2YVm^ zd}j7fMU4$|UhM7v=?ez82*vEjM}xp(l*B@^aCndCUpg9=OIq~|kEG?S3?x-WePRA| z&b*LjSDe6|&GI*Msm_;Dv46P$oYmLEP?4x&a}9_E#VusQOB5nt()06)GN&ZS)rLo1 z`-j8ph&cRsQ10u$D(lB9tSY^7uI(#u!CJQfCTN>``$A)JZEPrV+Z{0lt7ILQgEy_|oOVyCsCjU` z$SzG{_^A_*Ks`rIZ57B9ZMm87`oRTw_H=iE>Yq0|bN>cC%`0a$hzMoegCdGL({GqJ zpmW}8{c9YD_uaedchI-vj9^UlTQDXtmPY+pvdG&MCBSh zoTi*-L7Y#aed)ZxOwK0TgJL2xRvPw$h6~&vUqEo(8557)28Y{%M@Q$#tK#$1$7hxj zO;*TFqdoj3B|m?r%K_r|29pZtA)G%xxLKjj@gb*vPM;3?bs-!wu0o;Uz639ajr2p%-S7rXBO4GMk_&~vig5D*Hl){y!<~|q3zu@yU7wc88zMJMMo`< z-Ll4!dKq7JI%bF3|73-BMHakQ4k+$M(i<|=^C!FXY_RK9)}X|F{VkaWxMiq{8k8+P z347|E7S9V9K#3-#D_iPvzy`r6ndu{_nKs9h7*(u^<45P5gzqi3D3@}1byk#)Bs-|4 zZCE!ErejOu4GfgfH+*68@r*%@n?PYUp0QongH z)sSmSCZ;GuJ(nIF4Ve8!R8KaaPUk&PkJ`iM0-h*H47{EShD-h(^-MQUB3^m^kn*Ei z+Zivi0{L_HucsL2Cf-e8lH0RTsv%_Kv-S0*;bF)9lb2PM6Id-KE8es34dr%{{9uu; z4wjD&A-iJQY@e)JG}PhGW_B6t>YXKJF?>MULklbYBmYxIxbgb!rE2(Is+?BYrINFE zNo`tKKoY;kZ~R9?JoC9<_HS&UjrvdUjntayTlS6B~vuFwWr`3;z>J!1)a!MzEI?nkEo4=2s;Of?+k1?Z*-_u_yC zxin-9r>N#Pd^BUtwm{w5g@|)PW_dzv^fcL&2EGB*0*CQyn58x|)^5$z;+)YPHWVGD z%smVV&kLi0p63Ay+^($+>)`wm)9${U`9s`@#2Fd{@3$h3QLBY;2@|ac$*f% z$>dQouDC7GdFkYWbBhLzw?h5PLWnX{B`i}8Sz~thB%~SA;()ca)eutL@K`{h`0KmxP>m8cJ`1FPW>_qe&y-O-zFS4}v434M`_`7= z9{FlLK_PGqZyg^Dp$+584Z~E%%--{c@{GEvoZX*Xq_aF~FgCT@ z59&J64STW2mPNU&rCRg_=dEEw*)y+BDw>t0QW-$@JL3jD>Dg}+KEKL`-}eBE`6kb6mLWglS*jR z?R($#ouPH1ML^a0w+6Bqbhx8@Aqka%KP5vxi$EUVtapqG!bjh^8JE##uo}+b7PZg5 zdlbud9X(o$G}j@F(U$2RV&9w3Ie-H_TS%8S5wq`JKt~s_nK0s<9Cq@qfkWMt%^V2X ziF5VRNty8b;ZTOk$M)`CqIC&HmUjOsyb!#U&OWO-F6z*Fm9kynIevT(@UJN}OL6BH^rhB6=jRmLW_ey?tae-qS8A z8p4K)LtPDZyuiKr>f!f`Q^?zxjS5$&D;?XJ3|VY%E1MVh>f7nn-*irJ;KKM5$x0H6 z2tG0@@KCYY=)`!8nq)&c=m}7;Y`Ug?cY#7B@UD*9Z13ea11NC&(eCcli@Z>?1{pitg!*^0lbicL230UeE zCC2W*Qlm3Lg?f!iKn=xwA4dsY&MExHa3P>0a2q3;LgX4c7yZys7#SokVgaz`6GjV4 zg#58UiBRuKG%8dVK4ql3Vc5+h>l1--UGAs)$gTZ*i4ay|$zzF7;>7l|^bbO(4`jjAVT!3UdBMR1M=H? zZq*TKsf3gv?f&gR(*n|Xcg%6`PgzRq9?!GE)S2FVNcb)GjiK9wPYB<;)e6ZKcsXH^ zAw@gTS^w(~^CvLonFNX33OrSF@D|@PoQ8IQ9CiUcv-MYCDr5{6HDv}*-~fvBd-*Kx z{i^QuI)<3#&u+QzKUz@1G6-`XI@mrK1voDXb1v^b{buNQ%y7via7oe>?~!MbwEgig z>rm0QK)Loi`wWwS`)kfOSMi4rWePvFs^Lt1ay!rD8mg_hJ=`{TP7ViD-1WRK2d!)^ zhud;8DXF3B+>?~zyeG7t+?%0iy+xLK?u$RQeC(F--st8y3)vp8LJVo#F}hY*iq$Yl zlD=S<9E*gKbdFk`20_n#r@%Jb>*9nVK-1_OJ$42pMP9xvxAmMflOP?DdRY+VdCH^* zmrLMo7lAh+f89aj%gk-1>1x}%x{G-0qHP`ZWf(Mv)PbY@YTJxoH`DDm_5*>RaO0iQ zzLHI=#Qa3i#84o53&ssa0$CYP`)I^?xlF&J`!G+>t%`Lzz$p!hPaJv=0Yd+-|GVN- zVv7N$2HkhkUPEoMB7t9M`0 zkiWe^AU$IFbZt=fQyk?&hgy!Otmy0pejDYfQK&~+u{co@RYtGKakmw-bK;((ywqjv zI=>YDqI#lDYDy*%RIo3(Aw2$n{gEm3;Yi~xO+G%ETMZoUtvOp&w;@=FIQV0Vyn4d% zxEUY)dPpuFS`}Nj(`C_of45U&$NfOvdRppHF1c)XQ4VjGwDs)r+~o<&^EautCxm4@ z>R}Hn$v&Ss1)lP~PVzo#zl?tG{8h0*WOymtu8nV&-)l=;piJut+75x#o58Ht6(eT$ z3Q{`Ti_;Mr*@4&IKlSYv1w8F;5Wlg$`aEp*tD(m8sCln48F^hv^6bfysD+R^bJr3s zM%gDatrL|*`O1)h1a>aQOXcVich+sf_;nK0)SBFQ^bdgyly^^k0tYB3-q2ftk6EGX ziD;sd%SZlIjJ5vy`5e6*0 z#u+L%?+)t`@Tw!1BQxwV-(El`sFM^K!VD**K^RiFs!z{1z~m|YlEWCC$VbqBxKY5; zOkK92*|YeHQl2-C?ueiKl0$M%_f4QH41;!BU`P0%dFVxYZ1LCdvkFA=go(J^t+Na_ zajOlU3mEeEhIG@rH6-5{HfHF(#DiJ+KItYri*_!tbBub{7??n_p?^UnTp1#n#Z=0> z>cQgKJB0G5-(h6GhiG4Jp?OXJ{aWa1ZJ8$w4xwuhI24{Zlx4Q-?k`(1US{$QV?0G- zs*7z;B)LKvckaHnVQE?K(R9vv8glIQ%PO>PJHx5*S#RZ`52@#X&Eagr+o6^x0f;n5 z?PrCqzC-MmRiF1-NIg(%ho9$KpqKWMU#Qz{DZ*aZc&rDMjB5-c>sda%JWLorVH)sE z&Z#|L@ctZUdOUKsX`HNOQEvLQMd&8{i^P-g1g1|jxflFGwX?V=jcdpQI#FHy;VphL zSII%?$>=^{%=j&QWWw%(#!P`Hw3W9uu~hQYLEI-gVpcN+HW3GreU;v&{J>z-pgHh% zIw>2N>Y46RgV!D7vz|mW#QbE!VT{;gzuGNEtxY}T>70x1duCN?YJ=2I+bwEWR{P)< zKblkC78cDV?cnRZtCGF@1ERve_LzxR-}`#waKPZ9X5MWplZauS($sp^N&Iq#_ZXms z=M4x4-%Ix>D3A-eDwIXDa8DRNGe?&h@na)aN<9UyGu1+!n%ZFr5rvG>sNA^p@@bir6{a$Q^ zxBVs3_K9=Pb(j=zLGL{yAm4!h)wdG8f1QY;(<3_fHXgFfHd)J@;8z0wld|sIGvU|$xhV46|QoV|Kt@qQxZ5U#tlRw9SbPyqG9%o)!~gT-JT4j`SEVroYN*7w!Q3)>97^3Ja}NjoI7U@+iB8 zHm=1q{BCPuEhYtm7oz()kt&gD?`IHwYCf9K8xXIw)Y`+0J*ds*shs9#^k1-0kudzy z5gr?=4XG+O{yvZN{5z2jB|W51AeDT9`d)-*%^WAg{5-#x0rAeySu+K#{cLwqh5$wu z@9r4%v19n|jm?7k*MEE-1b2K7{C(R<-_Pt5&;s;A#^=>wq6NV0I9ZJU0ujx(yoZf> zykJ?d2sA_caE$QNDO5Ji`%a4&w|7i0&yDPkymoL%r(B{GBJCNNSljW=x@f35zwp1U zA8u|kCtB0bxcEfWaFzR@U@LI4iS2rl@O-TQe8yp2ec4$w7}d#%nRRjXCTwHc#R-{c zwAOfE&vh79@G?fwZLi5TOiAbSs%*3)gYD_7OQYe|0*%F?;X)tdHLYsK^k%`ISY?gE z{5dXgD4BDI%JkITgVtTpBmKGQWw+&!5J*|Bzr`~B8p zg!G^wJYE?J0a%4Vf1jvj@!FBKohVlFPWleU<3zWjS&sd5hrZCL_8?r>-d+9GG#E74 zOj)S(qzQX-(X2YpSru`shjn5Vku$hxiq9g-Oa|Zxh7dc3k_MW!3)8-}J_M7V=%l7{ zMx!8tfL}zmjX4UgAggn0(l2PkOUGxj;R4Q%pMiXOf#mIoaP*`CGWCzI`oO4l4{-*} z?)2r>{MP3qpMK1}t*0ODF8}9AM!VHv^H~5FZ0)d>LvJ;}BIa-V%%})a35YY%Z~KFz zd3JfqQ?g`_lZ$8bMgPr5lNtr6b4;dm2 zi8?PXp|pHwpvG{w7zA1ReN%Df;jv2ec!I50?^+}6cn_5-%O@7zj=v(g<^BObSecH; zy?rK}AD5@w?SRjNmIm>Ry!bsrQsfy{5rGn7m0-2-Y2S4(ue_{W@XAN5z#q80xs}z3 z@zVa75^YjXiBq`*9Xhb8A&{x%QWX zvR~jBd@?k2eDc^P<#-(qLwVI})P2R)|_38U`N9{Yj zJEi&ZkmcjHLVo$t!h&ld_#Amm=-FoKqRm(>r==8H%Z)Y_+%`?J!7xge^UYG~F%gf2 zLSu(nQOHc|)(_+*?;o(PeN7>aZ1W_C$;7P%?Ki^U6y=)v>ql?+NKC?%H-2+R%@QPi zq(!FJ(>_ww9>|-`1BFJkCAZp%HWOHyuhmlz@i*t*$F#02 zx!s939SH2t%KjYeGqCSY)+(ma8${ot^|M~c z1lWtMef8Bm|3=0quiyaVcn_-XZOUWUT@kCbcZvk>OAHQb$K`onJRQ`5rSdpfJ5p9c-G*1qL4~i3BUa?bs?jOODYv9%JZee;t--s9Y>S zQi^M8gHXO|1hQX7qYG2CCYQ%k-GkYv5doGS6~j$kWU=2a8uKE{iCAPXwvN;B`wwwV z1(Aud=o-Yty1?5WI_;mt3|Js-<|23!7>0muhRwtCs0zQ?qsg%M7sS0UQvorwuDyNk zK}09@*C07Mw(JgU%aD*0j?)E0MZ!WoS z?DQT@BsAgb_Md-=cTzF%q_`Y?A>fno-fnfL%u~v~XLOvTuqn)gd8qA}mh;yC`B?kQ zk~zjZ?iAhW!IuidGT&pQyDdhlW;2O6B3w=Tort%d)(5&;3wS&nJe+>G-n1ued&wj> zw&gj}!f)kHoC_VKNhc%K$p@#chP)yj%0mo)kju^=&37twg#G}a-lJ4sjMpaisI_xX zwj?KyTXUA^4ot6fXSwC+)P>kq280}WX~kpkdnrD?%*_9|r%B^YccE-vq~`pLk;&)< z2nP*|;AVC;DSklY91{HHd34v6IeCq z2*vFTJb_kK!_R4v5JTV1MXsqWW>(?8l*E{{G8xY4Zygr(x3!I{s3;vGASGSWNQV;AA;{1m-5pA+fOK~apoGNGDJfmjIS2^S z3^jDWd%ov+pXYm?_nhB#o&SG-dO5@F&;G2v_FDJ4*S#iokJv_4O8lkqxwvG4HL70y zYlnzR9I;IAKD)c~g8k}t)zy1am z-rWZceTMlVsx<`AN_%asl}-b{fF-aD70#E(;sEG<{a$OteX}6{JmJfg_CoR(1igdl z|C65n&wB7=S|K00xGElfZv7zfcJEXBFI&vP?L5&v#D~$@`0a>R&<#BYqLew5mi-Cv zOGnLCE&n<${^xY*Bm1jX@+^Hl0fy9nkstrh0{(aIoI}mY#8#in_pc4$-~Doy7d|Jt zw#x^1hnZy4f4!Q2g{**2MhAoKC%j#`{2zU5xCs@0 zc=dPD@%$&Y^-&6Jf9iu|`hNrJ{p(%%xFZeT^_(srL&|?-{dB19muh`h{~vwJl>@x% z?fD9>-haKCe?FQ2{jaC^VEY;FnD_o`q~pIo_s>Y?|9{l}*D<^z_&5R4{b^S{0ilTT znT%YvPN|{zIOM&`Q|~dz-T!O{Xp3&RIAjMtb|$ke`{=b4!uSi&3gBDUcQBv*=3DSS z=&A;!x8V$@F4BmFInN4^q&MJ-owkbZwW1kxBtUd}vu^;&Yf8a%^ySP}6Ty)`m9~#A z8xl0Y&(VZETLLpumjGRFiM@U~7Gg0I=GSnvo#2sloebFWb144}s*PJEE!XF!%$iz8 z_i919{(Z(Ga}MZs{1iPJSHD(iw=`#tN|BDL;AXYi?T2FSR&O;$vqiC-C2llK>e$rh zChGL*gA8aVH^~4)<4uOein{3dCn=la^3S^FDQ3T_rwq1$I9=f5Wz~U-6!)*mMJ@`@ z$^+88cIxL`hD6s;*;88%+?Cp2s1G(!($;vtO>j3Nf`5Mc3N#nF@&9scSIl>&I3872 zO|`?_9Iu`6l@oR2oY$zirrS2YK*?gA0A^qkj&iL;r2Ez^ z28GU#xF~M}Isr~~D*%PN9{l7tEbUG-@U$|#0iy9022+*d=7~tAF%zH+<(stv^nZs6 z4L9D+U8)5z+3Z$(!}kq(SpRzQ{lZZ~>MKo&jG2#H#$CC*Qfx}<8!6XEm96vUm}28_ z_IqMz$+k%dxsd7BaMu}cpmNCF5DU_0hK=(J{AY#DUf=akxV<(ek#>2aOk=h3+Rw*0 z3StfOGYiOC+_%&xOEf%g^7h7a|^}X``HkaA^L6_;vNbgOe@5c zJ5Up6*{d(LlCH{oa0~$H?j1*pw9MmTvn&0~D}==r5Ad@0W(H17KyGy;FM2S*bKTR5 z06-T+`?c5ukPMfI4OwJl(mhpy_>M9yj|4mP%z|FUM*ev74E zhhDMasPpwPc)&VvKx#Eu5|DPa&ADv@bo`**%R~HZ38edngmhXzJ`moK;a{5xLCc2o zD0swgaLw9QYBby zbt-#2UJ~5Hr(wH%VA#X*I(ZR_w%$VeuTD&6mNZ#0S5fVAuM<7Zh+Hf)zXomQxS$l`Lgt z`-d2J&KOS*goh01C{8=z#ATCJCr`X$ywxM!;$`H0b$k|kZDlxfupZVv!Mss3JrPl9 z9ye?&ae;P6H75U-lKLF|o^kYbN6D!|HSv2Z_*k+&HUIYxcy{6Tt8Xsv2ZcX)c6xni z#*gDf%BHbj*uJh0+%R@8EH4^&4y%sK_BLD7x$sB#?3f=jGDtnqO@_Ka+V@|R)C@77 z_0f@UDA1rCy@Koaa@=dtI>S(jls=BtX)Zr!@UVtE$rZ8TDtSE>2|G-ezCi$ z+QxIXLWFuhztSI3*R_u|@XyTqWqf9RBx{GudxbWl;W9qipWI}LjOBeIyzc6!G+SZ? zM~i6wq@*ukvn{VXBrUdGcgqAT;55fj$&Xo~aq4Nat|^Tmn$1>8LrIzi)Z3X?Wio* z-4Nqs()EtCg^d=bpO8D2SX$Fkw4#}(c?|7RR^ReK_*4O2t{2yOOOMv0KQy)z@iOoe z#p33N4t8EF8zwT|7{%9gshapkE~l?}aa8SuNjHsfhG~|C-)G=>$PVZ|YJ1&ArQlDG z1^ZR>C-`+J&wbwk5|bKJ4db(SJyE1|Zw5f1(15ETv@yET&OBXQsm6_WSwY3;Z0PdK zw({qtjAHU*nJyqN^u)kf$LDPLhtsD>fyeZU)c*91j(1(`nzQkw&qt$wR~bDn7BCzB zs7){Mj5K*T1G<1lw-eMbERM^=K1Ynb(J&AR)Kd&E8TwMUb>C+DYm?ICeF zEbIU}H!+dsbK3?Dkq*oBjLe=rJkIeS@3fHmz+hVtf% z%@dy$ZGUZXN+2I7yZ_Aowwi?8R=3iIx(G4V<6wW_3gij7jC^?(}D}*JdkuR*Zovh;P*`@t!3imoO*tr%1#)nMwxp2!u24prsd91`0!51m6UGF|B>IH}s3Q?aa?}Yb8gC_4&U#YCIUk zoH@PSm*&tsWA}X{Z~oy2rKM-m3}Wn7$t6Iv?FLJz44tV?4=^^GPWRBRdK^Y`J%Wb#aciye z_mEhN0Bb8_1M>Oj{?BCg>lvBcB#MIgOUw$)o_o)D%zM&2!)z6snK0<}A(RD2w0RtL zTv3q39UE|yhuG3n=tsT`^qgzM%!S< z3!FI8`5#qYjW(T5l3wotJ5N5gt9)RG9)EBgB?VJ!6QK8%BIge)_lR!=oRHB_pgzQA zTu_^RV(U-SGW*R}IHM+x30N8AINE|ir;pCMzG#|^w;vL_{cWm%SW58y z73`9U89%uKnR0hFmD)xd_(@ugf%UeSN@9f#mrwO}<|MTGJh7L2eyopJOdaAU2Tst4 z=9sH{fAP^vRzL}G8yieP2Mi7X0;Q7;Q*JxHl!tFS8uhgGKM2(s>tv@ zSCxM@Q;~%>Rvo__&lZr!Iov*2&-ONY@_u77X_yzhOX6rYd9Q;-$hXotKtnS9Kr_&> zxLls&@(+EIi~w;eJ!Ig8cf1Ig2RJYHQYKv0&G^!YQh?3UbcLf)^C*1+5^es_?KLG0 zYXlpW10DzM#+yEug7ZF?z3lYGh)P}4iB(o_fv!U{BK(@p57(f~u{%^5$#+_2j7`DJ zYJUCJg&<#8Pf1Eg=&l(`y~v}O?hUidaZ;dVR%M4z+YZ5~a$9j9=F_wq#f9$&6G#&x zMz?V7po&=HdZ$fpM^?JQVGs}~vkM9)c}0+kGIHsi)~)?9gtYz68N~E}O-LeF@BM5Q zTfwZH8*SK)L)SBddTB3#*; zD{LmS25Ph5Ktp`o(D_*R^t+^PN(No-PtAD;Bu*y|mCxbp-aM!ACCyy#euVVh;Dpj~ z<^mHD#x-Y^_krDC+(oKIs*aKxpPzr`Ud>Rb?>wh3*fvzeh3QjQ=C!bz(VBI-IJ2MB zJyt_qB!u&^#Fs02J95w`qI7n}qS3D8&$o4w#dh^{IjWCilVs+r9|`w(HLvUFAL$)N zRNH8Stw4h{$2t@nm>)!3Mb2ngi$+CY?qSP`{uZvX1q`1d{daRKj3jYTafbT+D}|ew)-j+{OULGS?KW}*Ao5~Az#enN#tV;5eM_p`2Ld-KP8st4c>2doD)>vAv3@+#3 z9&$4&;SOV(uB-!DxP%p%9POHOl#Rzx59GrqMPdRTwx{L{6|rG2=^mzNY3M=Z^qqU@ zHKd6Q~w_h>7NBwN#0|c1!)#G zi%9xI#&2031V*VU8j`~XJQGwuVfCzG(=43^ST=fWymV&6+S+try5>^w?+Uiaz4Qp5 zY176KH=e;I%ujrqrbISYi^^R(u)A;ctRiPb z61sRV^dK(9P{1}h#^p~0|0)h&d_qusc8zH8%x%JZ$+>KmbupTQ?L>vJZ!({hgrf?M zKiQgXD}*ALj|u+F8uro7Hmlca>8Hz>xpQn(?mCzg$TLRsqMFcmhviA$m-J#OZt7}; zPJDgS5V}t&s1C>W$eZh~a4s^=ck3y&Vzi1fQ;Gf}a^~1N!v3gIeAH^Q{`iXFOy1MC zU#9U_+*gK$#uGBP_%bB5)!v_amK9xdj%+NmwSpsT1GDYA-(*`3!HV#6g>#|9pRBcw zzCckde?-zmbDh~|w&L18!I`yPMc1DB%=++!q3jr?qKfvApIy^9Tp{$0j6Q2X*&!Qxw=G22^{oKie>AG7*@~5v7K5o#EI$0vSPZF?Jxr2L7 z=&yukG!>w`Z*HW=N~RYQ6Hs z^d~%=mEj-VOL@=S+O8|OA6-3ekr?r*A6)VmJ)Ult`PD%cool}7V7M!p*l=afdPjJ> zDsD)Hr)XkfX))7wC*5iG&mSj5jHnI z3no*cjr7M2qQVx$em|Y1;ORJ_`VXH@$SAiyJurqo=ke0)VS4Uh&8h%Z!Dx4!OVBa_h+EtLs%!Uz74;Cs+tbP17wS}QNl<;$a`}Ab8)!NR=KVizf z3fqV=)*O9Io8QAS)zPKa&-OX9=9e0hD5d`}IkIZUht6tC$a*U`{^PQ)DTi|lBH0+- z%v)_YH(nQFSYH1{q#y48$fxp*&%d(giPumxdoC1np^$<9+>D%xG z{Nm}~vo9cccro(nRf_AT!gm-(OewN5Hd{L2&r8#hna5Xou%tfQxY*7^yF5yw8JCRn zydK8Z_z6R~uY%@V4#jiBd*KN|pJn7zA&uyjbye*+YOa$xu-TF-fiTE$eCmEb zZ$F`#xwjVZt@Z5XTE-0aB}4o}>@2K+z8AK{!CTTyo)4e$5D7b&OT-`u2sk0sp-|k? zc1(1_Y?*@xXWv9T;(ZpMMj^CAd7^Gxr)L)r$Ec=j97ZJMG8o2)=auHP$FQD{Bm;Qr zpy^mO-qnr52`*{0{>GrhyOB?l%V%p)vtPwrk;}g@oasVDhH+}S)8N>9zUf&@Bi@vb zDDrdx@ZaZeKPgd*1LpZnO+4V;NX$gPfZ0PbmgE(frMbFDG|IbhRnX&SGm5E8Jv+GP4iBjnt5IS&`jd>6YM%kPJeLKM6&s zciu8!EeO@m?Ngt$FY`-!`-8Gzn?|WVciKwd*#<5rW~){n`d`t+C-e$}<3yi@jebCk z`Y!hA1IkW4Q%IPGDu%QZc~5(Jm{*F*i5GRk z*!aG!ci^i~kd!gZk$W{Z?J|cl#nXhpOfmFI0p55W{R`w7r+bS~7~i=R6btqqx26v# z6rL^8l-dNT)wgmgp{aeGRN)Fgd3;2?*-iA57(N1pu z!l@$|ADa)PoOwkJ-bF~(&F;K-U9_B7!sW43IoYIY@n)FWFCLCCL06gPJsiCI)})P}^34L>U|h^#&L(YR2!nqY!63hv_(ht}m*j|Es`+d4;Hc+MINMqu#XQTz%@BMe z3+>lUVf3E9mC7lGXXG8Ic9gJI)&0fW!{95&hWoS;dg;P;?ZVE(?z?6kU*yLKwgmj+J41Mwn;6PxEIf_VPt!sOjhYE0c;Y3CWKP4=fj~I?`pssf z-c-B{cyKgak>BXgzX1UiR|3;0>KHb!;;)oH)H$PZUh`3z3%m@NA;6G?^gI{rI-RiN zh;=|2ZQnfR%;hEv?rGj~S_18b*T%qI?EAeH+sR!!feu?B#4KC; z@=$~eV3;P|?$a8t8$Q}9Vmx(y?)S6##N>P5RlIYYMIYkLsAXiivyHTHh#m;SCSAat zT88Jd(SUp@;Sogmvg!0c$pmpNtir#-ok_!Dw0raQ90+9vHHg{R%U#F!5hrd?{TVOM zu1Nt8Gop5FXh^QfvzYI$K&ayQ{Lhm==iK%sV4dH`kwiYBks7B7M<&(oEJ(}E`Ysh3 z{0yyqZFDQZgUm1B4jJQd%_H8=64~?Oa(Y}ZIa(9v;W>>ljMvL9m=ww6f03^K8=*ad z^8}#nL$A`A$XA{$s#Q{}Yug3>F#=saCtk+fS^cB7mP;KWk;()-*G?o$9rRdF&@v|8 zSF`_LEdbsUiww6!m8noa@8bO*E`SvIxPlRS2+B}%=4p1TrcuMW;*^Jp3nBx>Xo;7E z&XFnhyq8F0oOaN$T*_x?I=Kw2xugyuGBR|{>W&~=uk-X%p|K{kWuf_iMz+Vwy%^?1RFCR#4FFj-U{p46>(Tv(nPX>ZJ>Q z|31eiM|?zQ33Jr>N>7CHn2JQgxOtjB2m;w zo5*qU{5%%N*!+ndgPV3b>7v(1-X{%=6af)PXveEusKVig4d%R?wWc8!pZSZb3F$|b zNnh3~rnYK|;@xRk6-FF{t_FPL6HLa1=Vz-@7R8d_t^lqmAA8ggnxI<*?@hk4+5!P` zqGsZHmvB@IXkNUagL{+qm@lZG#~*f<-LtA~YpgoWjW6vokov53HmSdm%8VN$=%qNq ze_?xETVqHwWHl=;XXrW(*BCjN*HM!Vpfc&MH`ZK>5X}%T(X=3i)xfQx`tyDEh~N_j6B4O+p%yD|NOQ}y7=YmYk|nll8T{DgvM76k*z`gzy&}XT_p+c-lzvO1pYT2uL2zNekLkvn zzs%kLvL89I$?D1Z_Ej45?(=xy)L4>)po?RFznPC?2<*?h5qbW8R5WJF~TVI`{^i1=fhXJ`p?waU9rU)yvE#401Pk?${qCsulpHCtzw4!8pEz+B*_%v07lzk>WliD#%M-psaBF*#eAvp_r+zh$yq-s2OVq?E$l zX;!N>jJgH}M*o~LMP0=(R_pWJWqI0KYzdKD`N>kyTCx`dFr5k9M5sI5D$uHe-|?1& zHo8MHjs^2Y#fX6QH+CPBGsuW0tsm>?2N%+=RFR@}U76-=Tjop0*mBPhVki8NI08lm zihww2bHSwjvGpJ5kI;q!ifQb<5)0$eMK%kmv^_$7-&IhK7(HXXp-BlV0UQwNGt*KV z1pS5L$gXmtOpKz(RM=+hCoFV@mLXl?2STt=YFWPNxyvxtV$9&dCXhB$1sV%2pHRX*3%9nZYFo@>p zg!Tg6f_eW}AlVBSJN(vgrBKcKqhehPVz0437O$(_EL~w{=5x~p+o;8l>0J=4KtpF`Hn=;<5MO3DGrugLPw^VN% zhKf!V09*jFsG-@A9TPPnt0-^U)=s3Um+c{ykT-bpHXrdK*HYpOWIEyg+Fg7br9zYm ze1}Zi80Def`S<=>dtXo#xed7xlOVoi_AsenK8t}A$;f*ZCVbqbrwN+mn#=`ka$Mcp zg>3W+Q@nQwki}N7=&{xjW7G<6bXMukyu8d2O8V!CE4msB1P^pQ75rUNZfP9Z@huc9 zGGFr6e3Oey$VSw5o%J3(5ltpCl+x%&^L3kuqM50f64s8|boKqBId>e}S-4)?We^Je zX|QYRVQR*Fk)fHCT7DtoYjh1XajS3SND|%EGu$;M?W=S-dQ0W&6J`qb>{iNm+_}yD z)??L%wyILJnz8nJ3$4W5P3fZ$y--aYuFJl@+R&!uUR76^GJ-D3{Jr&&*^xcI+ynWY z%3T}TC$l!v7sQoCs;_=};CJaq1tez!Cy99 z*l56?W6$gOggH(wzm8|-uC?ZsHF+^y~XJiKIWgo8O4blHaZ64cNn zqC-vPr6aF3Wi^&3DB(^r5%z+$4`%Q%LYMST@$qt0bS?L-?zc7OFB-xfMw&jFbLjZ2 zrC2~|dRPoIN#Wvbz6mcY&_(aS%372qW_R3Sao-2AjvC`m-CX8*6q*nmp00&+x2T$5 z>(nP`@Xyxw@^Rv?zwseUwoIEuyM3F++WM>YWJFM4D~#;*AB(@yabMuxL7er?#{&Uf zrcVDTR!BAe4?r`gWKy!>$G**WN9SS;xn(M}`M}Kzbn%>^ISwRF3?^^q{7QUBe%t0| ziDV+i*xVX-v-K<4`vI)&)X9=!=sW+;6f7RJJ3NvNTs-mq8=RbYW#@dHeKS?$B!DIA z`Zm7O%Ia@x_%}q<|K<~8J-B-x`vIGh+<(OECBZ}e){94#%>Vpbs`oyk=zbZFZ4Wgl zt1YlT8a#LgxLZ4bJkm4^3cp_ZwN(F(`l>1psGu+^^*^UvcTha_22fQe^IL;@l^BiD z-2wcY9JFpp9Kjqp<>R`idoTx|ev|W*A@5i0*vYg)fZsl|L$+}G3MQ16F^OT(^45IY z=c;qO!1Ik}Gh*sAW7oSo!*jEsIYM;5gK!Id!z2<`)pE9$xnKvz`Jp-;tx_(3a@uPM z&xb2&K=pxQ%p4fpyngZ%hV*WLj!Z^cs8!T-;FKhr(^_L5PviBP>C)E@{ z^TOHC9C(Ud5-1R(p?FZ`ef0b$!@3$g1+rkl?fqV8(1R-fvJNsC|jUMD(cm z!~()&LPPUtd+YRj+z)ZfRq%eyIe09DXhCXwQ&e~6ck#Q@+7{;_X5f&}s82dkYD?OS%b zrDImKZ32d9k=>F7tLbwn591x+TJ}O014?a-EovugQ!4LnjfD1M02wxC6bDcgD#J&Qk4@1ep(1zf=?(1~YO&tl`4h~B>$l(UF}PwSsg>5VC62u;lP1I-<(d1axf zjdB!W83Y<5;6>aZ?e6gHuYZj?PvG<*EniCE3=f#_+V3QuLve(!L8I$3eS`rm$1yc4 zt*K-ekh_BqF+?sBRF1K1ztXOE^Vd&U>~4zpR6ghSspoi;s2o;Vee%it+9|90r2L$f zsdK())Sh!OL{47HuXXZidVJM8iPZD#YKuiu;k+6$0S6D_Ip895i>r?b+Bu}fl!T#e zxc5wuRkF+W-9Ls&u3VeN)jfK*F>YH9IgeAS{49BnhIcvXsu zd=78>WlvPI&oez+3~^*|ZxA+Ty-`7KqVx1p#=H3qh_)G#%(TL}W>2z&fT+hR7~fUP zF>9}P^>A>#Kj%T;C+?@uTqsA-m&rmad_V^rGWOI4?iz@t^PX1Pu%mTS2B=18Hhg(^ zOr|2mrXVx-5q-gqdY_Hotnbmy_D?t1mDO3GN9W-4x^evlV{Wrun^|f{)3&<{wu&#F zUa}sgoWhNF2JVoa7``F9od@zPN z6<;Kw%yb-RqitM7EdPOOqyRQ&)hv*szib_QiB3T`bNUB(_pxNrb1>=*bsz=}r}nlw zzpVuo-};GplH0igrU(vJ*j?rkM(Rnt4f?~CQ#TbK)Z*6^CX&xx`3fAm#CZA$@kRY-tfHYEnRRF+?S*n{;nOaa& zI_`tw!Vw1A-sxSApXKDQvh2%G;_>)Y1jHm*^I~7&F3UtA3W?K85xt~1jT9~eToD@g zvY&zY)9qBUF3nTKW~~Yav6${_BRAl8tx*2hKkLgyx&K&(i0#|o+Xer0!zrLZfOLCMJl*! zwsOFw8O@v=W5zOj-S1C(kUy7TB%@OM?Q>x54MVN2v_=t(0`=_)CMa(EZvQA_{Zc6F z6G8mP>i2)H&{(yHr2f{EI;3xZh_CHCbFpXjnQABqxmZW9XeWDkLH8YtS_-_w!#(#= z!N@n{0s`M1>J~reSm-7sUwt|_Zs=xy2dwtEkIx4ElM*O6Zg_Gzj72^2aXRFF$bD%q zsd&C@bTyviKZNR8U}O;kg232z<%Z-gRsGDz`HNFM%YO*9Z+n9NZ8HZCvf=5M8Aq@v zyckUF1{Uie#{sUzN9ar@WX0Z(V)^JgaVpLp&onKM*vT-MaBbY3JA<|WRN{%UcYSv= zLc&|doYvKB7Oh;oB*=u?!_KsZf-$pfF2Q@-@^4Yyiw68MqAWY9bXCWJjz9jX33jeM zEoVO+&T%&1H6Ku%6d7I>Qe*qu3rssIa`Hg6zq$5RQfoxr5diUl#i1zs9nr}{St}}P{cxYp9GnKtntqD&ai88=45Cs>5Z?r<2pVbjP zhZt|i%){%R1$m725u%m$TO^CKRXJ?@NRUyvKY-9$2G5m zf-Vr>y`zSOtCDx0xu2qL1B*(wtBgW)e>N-;LW9@oU#5Ri2azuw{CM5_%mA?}BYqx} zSuj+L;P76=%yo{R3&5@8=DK5HL)z(R6_{b&2a9vp_?+|$!04kkhe~pc+#QjV^C!}l zPpeNXOJObWlg;cP%1w0Y6h&u5dH4BM&ot&EjD<1gqjqt$*F>KXjoXvPV~lvdl) zVSgF6UcU+}6^ZMYxt{js6dMrHPvY8rS6u~N&21;x9+^Qni73&U5LN$!IA0PRzfCSQ zxc1V;y*0+c-zY@36o>ATb?Vd{ue$-Oim>TZ)7FOg=eP!mW)%DGMy|y^;`!tQhv$RU zmsQ9gB)Y8|k%Xx4$}`Z9$b3PIB{z3HcCpika0=m? z@=<-ni}Z}&WniT5N$;z)k|BRVVxa<#CA_QP>pFp-bzOZDkp9m(N`QLhKK~Gv9kOof zl0J4;L9k5X$bnG@vCIl*WRK zV&An3Vj5>66Wl7y86qgqW==A^*SGA!u)CMG{$ligZdHRA&&59_M`WnRJF*|uySaohe4ioBRxQwE<_K21L zKGD|Q# z%@Mz8)np;d+z%MtrFtyxx1>>Xnmbaz;?mo!QMapi>nkyS-|J&1I<;B!SLqjJh*tk) zh|Iehn+!%5)C?7}`bWfK*ZDB2MIN{GuxI5bG0UBOVzO|9dUhF5Uffqm;FyfGIkQ@k z+*Ph3`}9s<2Hd7wL45j5Er+?5tnTC;%{zWl# z&-_`NvH&adiU~Sb67C|2YjjwqlyTbOsd?HVIBV<3anXb;{*ZN`mRebjq2>XwGGsW# z-+KZ<)p7Nf9q}mDTKlGCx}f*?XCoccvS`x*fxxz?H-6LyDrxKoS{o|lnRrwmf&AwF znll?2P3J=KM&^BDJIE*cB27seI;@UD{`-4X9UmSHPDVREN)&wIWU%IA`v5lrT+>Ld zQF(MGJfrugjtuA>l&+rYGs=tSCRuR6T1#c~Sf-vMA1)|Y zlg0Y!%S2qQBsdsc4d-E+Wtv0^UaHLVOS?`R1rg0z_qst8dnq$wZ{wsEqrGXybxaSW zyRvQbL+a(r(q{I2{zKT->wiETYcu2c?bWlyyveyMpkljlTD$yCJaZ*=t_+=!EL^+Pvo6X=kYZzIP1;#!5C7>)_Dd z_jH@XpZ)wpJAoDy-H;j43RJJ2n5{tEbi0F1Od8*<223ZD(MMO%GSTQmMI8K3R5+^4 zUM2k=wavs*?!r(0yP>hQRqAcm)L`p)3rxpv+s5#qa`SXLo3J(M{}W)}Ex|{aayBYM&X=ourt@N!*mqDq_kbwCSC!CxUt20fCni zl-_g+_(l$4vR^s8QeUW1wuPz6!RR0&6&z-y<(aY=pUoQEyv9E^etf|h9aYFFx@HDk zLzF5bX>`wO{#iz0Q1LMSeC#`c4?P&>5)%~!0cDbx_+8<{gRneqz0~TlMt9okU&iP8 ziRhPo2$samUsK~Qqt-_gd2yHRCX|D}l8!s!7aNw?RmTRpev*2d?@K?`)c7iLq|D!h zA?n{1dis`ggF#Dq0wLPESMG;|)>y~)>g{2p4o29|w{<^sfnf77Ae0}%SwE+V&fkwL#U}7aQTZnZD6YO_yVc+w59o6_)$Qd-D2M?i3Fw zSD#H@8Av;0v*#4eUjHUld)+{7m5lYHmD=l$IXH3GFL_Qomk9-{yG49;&N^-v{wyNe zcu>ozoE=2vTj%`v$v@(e;xd7ZEY6O+7QD+Mg@q4hhrGgz&t_#l-nJ8Qi)-p{i21HB zhHWm;;{-_@0aFRdE_M@gf^kDKe zkvr9@T*s&VKizAQ%pbKOhR~JN!zKxX@`IG@xrhzRlmBtwSvNGQ&Ec?{&549qo-v%Y zV1z?(^j~sitQX}k!25ci>E(^Uuo~+X^9x|X*8wtLE4*h~fmB`(UV<8@PUaji0M&QyI}|#1V>xIY_-fq z+RX#4dai@is3TRGzGxzE?)9v}V#e$m-<&-iD%=39euKbJ&FB zO);IM9_5Z1M1jAflI9>hwoggFBtK)gNq6gfT3coWbbXJ>urUyGQ*-@_Gy>hCu=M{M zH5w^rt1gh^XYgfI)rPUvX!%DVYNzX>9n}Ie8->kq7deGt6g@oKB@SwSCZN-WSQvOQ zxX-he_zPIs1*ae4gD(alNh>v-))j>A>OVE7qvXK6Ee4S z_%9tQryxqtZ@7W6YjqE$*hFD%xD*dwN-_#eWLorPE8 z)qmYaC;xrC;OFOX;qB-E5CpLX$C~eae&97C$MO^={P})IOXBRivlKbBYh(aCt9HR5 z(X;z4vA-&rZ=>}kqH<_5bV9Z}G#1dE=5HRa38C=-#5$>^>$=VitpfWMRi@>CTOLc1 z--yFM!p!{6df6Ss5zA$9Q|8AnAkjUtyuao-ScP&j6H98fR}Zbr-6cm+^z2AJf%IGS zCj!$~S~KC>oP`VUJaGkBwH)Hi2@p(u+zopkEp8rpoW%@s25?O*vmA>TFHH#^9fivZ zq2SgT%k3AY*6)1AY9whulgvb|vR7m;-HEQzNgI$9pL5qO?d^2VSeG#Aj&uW!=Xtd% zwgz3frpTn633B0?9qZ*v-v23qaF*ed@Rm(Dlpdo*#3-on1*n|(_Kf^M0e2bWN3jEW zU;u2+DnH}bPQ&hwaIW@RJOhQYu!Jqw*C>sw04~~aW;!D`sRw6lGWC>{>ZiRf{By2x z4WQxnO69&L3QgaQUzWgN&$&UVc1ez8<7T+GJx~zf*%=$@?j7i+MB{y{^yL23X`LMX z{TJZz6~%2*6a2h~4L}A5ReEhXSpnJvu2(qx_LcR;(%%7b{vqc9G=#8DmQ%NPapJXv7BYO^s3xb zN9}Xsbr}&X9r^2ex+f7fi{aUQHMz98t(yb1Zd`efV z$+A1(=dWw8La>_!b1_lsJCO+ml`UuH6Ro7?`T-Yq?%vRk4)@zqT!RQ>>etX1^09|#fd2h{|*hdB4|U>3>+wG&trOkZ3c3>j`*s5=(6MfDO@7$*pI zO39>{#(u)&u4-tunx+1MBKFO0ACr$&u8Z020;2f&uRJ?HP^E0l7-b;b_*72BAi4}= zk7_yqwtM_~kp1s^!O<_@CPHU2|4(~o9T(-+^?eWoEYbjJ5Rev7x&-Nx?vM`Y5(Z{O zQJN9yh9jYLjFiA2UDBP>4bluS`0VlA=e>RI=e+0h{`LO#@Fxt{T-UYtUVH7ee(Spi z1@hXbO419ZUlI}HVY#^22g4tTXHgJve9#l#v*fo8SJS7NtE)j}&y#j)c=Sl(zUJ__ zSnC^=0jZGmNw+Re>Yk!JNJP$R*g|aV1DrP{R(OO7sRnmi*5!;*fqtC_f*|&frt1P( zME^D{t%7iU9x1dHuk;L-MS^o~kA*OuuKgEvo9ftDx%>x8pH|v4h6UodZmlF-cp@JT#&c{Czn8=H#9@X&MO+g>W{ z0yRVNtvM42KucJ~eDoY(S;HelDm7tTHSHpX2}4@4o*Ra7y8U805`%E-Ms0P8n2>;i z_05rbg~~47K!5h)@>4z|ZNr#5j>VggO=8}H(3_R0fsa}~H}CfX>v{UfHr|1(CKUOC zW}MuS2|!r5baZMQe7SX~GDvu~*O;tpwN)$kwI{DWjfJsqX5?`krTp#-FJnET zBzGYo7TykKjC{IQ*DHQ@;sJ7t#YCQM;&(THqMB$g`igs)IJoGgMILJ(tOlmU*@$1# z$G3&DeX$48#BX#@vr`dA^%TuEJvQU;B<;r-Y8dV1Fa0K`1mii^wAYh$5KHl<^*nRo z^@**lAC{(jJgyf2ob444D|H3E2=^g%IiLQCPu!7sI=Ir;L&-|tXuEV4xybm=0ABN%T5*_>_QtR8|F;?JbHaU2)aS+Mgz}`q#&f&Z94AYz zBmLuR6D_^-l{fgMuPQZr)b`YdU)zNL;slY)6J%9HkIWF=+vwX+)U&xL8!9|{A6ssW z)Z8!(H7a1Hr(%L=9qX>JoHCqYQkoyv3qD%H^`)XJG);9NdvfiDjr3CO4YQJ2AoFBH zm**%gLygKrDzx1*+(KsX?-N8|W!)lYIf>Eq5Ap zlW_M2fZ8ey^2D*LQj@~->Wb(og_0i>n73o?z^;BCgJ$}moqKW^qG|Ckxh zG1&d8FnXX~v@kbENyDW&swGT1TVx@eZ@v2uRucmhVhzxXI4g%Vl&UeAMv!S%Qt61> z`|;`;*D5~KNE>O!P8>f_vozsR7$XruDbNEl0&-3uZ1sk)3djToMdVQl_K$X5T?SPI zP)H2Z306`m+j^kyT1uX1JeH~7J8kVhJT7(p*x597S^SV9P zl9QY{>b?sA0fOE@+-$n%h<@Ex4^Ss?_Bv!(^%WlFa^gFF$zO_3;<}71JGRd~lplsz z%R8ep4>X1*KJlm4+N>rcq6;K$%0YnB;SD+jgn<@P7did^lH!7Up08MKJfh>5zT*zKrd=M}1)a;O7V;Ckk1X6zTyq z0+JtwV7&;J-UQNEmEG@is&fS-en3Uw3F;Vjqpz2(Nt})M3U5>XPOy7GjLE*>ln#kx z>;tag7C;)PAg>}g&O*poYRJ??`^7*#uvLeBb=&3`W29i?zA(n;7v1mHyf#~tV7oM! zldn{i7~2atlv^$@b_IxSGuA|iI}s9VW3yYugIi8lp;kM?svG_3&nvj}3ngMAvqn@u zuMIGf>#1cSxIG!m!5Du5q2{J(uz9{Ifc>Y8fKAy(U?K>MtYyY$h1wg;hB)g}ASgJA zO&2_zc>K$WC7#QrWFE2d904yRe#seWL)Q=(?X)5f&ju-G4(r{ZB+vo zuT>rv|B99@EOJA5qhR4J5$!gCt{X;r?`sJbpGS9D9Z(ba8qZortDM_^0WtjC(L-|N zgI%!fmk5Sio~t%yr-9JToZ~Pml)Y#b!;;<6YyQ;Creyh+JPROtE{4BLn`~}q$~MCL z#Jim^ogSwFU{j1MaOlPrXkh=nAyRUcq=%n~RG*#J^je&FYKV(tu?AsqV@-KYaqL;NX08V9SWOkV%oL;9J>JQtQA=}%~l#{x#JB^o5zZ6M1^(F5&g2+hqXitceyYp z$Vkx4qZ&a;&(k26z%5ld4L#eM;|$V#oj43E9PF8j_4I?j46Z|Ve)h};MS*z z1g)D49J&hQNtq2k} zBJ`Ut`O8b}Vu)TlkVUbE%2x%7;X=!MY0ig_CI&Hjr{gz1#Y!;Ey_O>vwgFwDkR7J_ z-c{$on+tbxmQwl5n+cF^@Y?d)Mug1DLGoOH1xXvJI`kby62D{84tqy=7E`S&#TALu zrw5;I8$Ra&%>;LEt zY^KVyqPCxs5v4vAEdrOK0!|`x)xK3p@@cigkGZ!(3xsow8?5Q}mJG=lh8`qXNjLAQ zNXpwtoxjccDx^Hygi3ZD5*zjJmY?VWQ8pqM0~aO+xXK8E#GD;FZiZ9E>F5$+P&y2cnO&}bH|pqA9}UCJQb+ly}_cocoX&Tbb0Ow zXwwEt!7(yAGqsE*e^Z^I_ZbAU&zvg@+noe+b+n?*U#X!e0Ej!8T)2O??d)J|04j5sP>TIscR-7oZZ)ehH;)ldWl8$kX}I7D-R4#N@A@{WOR#;AdyA;Q(faku?6P2E@WsuEHB6aM z8`rC>3u6c%e#j(<8+X%`;$iha(O@2GgiOD{`n8OHU_gM>?|8)M!R_vnXTX7!EyP{F&J-ceSUA zw{Z;uHY^my{4DSS>!Jf=pSID$YGL7UPHWM<((VFX;qBS;WdU>$mTIUedR^CQGr1=B z*LtABVa3?T^O;;KiWorvpQPlEW=NNv<;dU-?r9)cVrULxc`ddG7kdz$4ELhK(U$Lm z-@+$`tnbdr)xC#L6{P00lQii!Z2%dVuLnFI(8wA|2vwB~{5vRDSe|t@1bQvCGr|uJ zW5jBp`^mEh9q-3yVrY-k{Pq+ofv)ZNsz9tccd73T%RV!=A8=8QaGb95YS5DZ$f&y! z5<)q~=_Qr?qUnafLnprWQxMBJ(zl}-WX!Gy$4~cdpgHrBqxOvPhHAhlYBLBKxm8ct zmPVd3tUNip=&Oe#j&i>V+!V5gWfhi-Hr7sh7PS!hXw2mEpgwQeg{!Um7gF19sdW(n zjzE5b$p~%dj#>@^#uJ`D1+UB1T+BD;9-&RzEtEpd6$H@uuF}Ie&f2~th~uG~wc3m+ zX1%5szTmE~M1OMWE?W;JAT?S@g#y_dgl8;1P3#(qe;%!t9^+B4Jud<JF%7oCTIedV5SCrD@}buA}36zz`ssPWn5hbN46J>gB6is3;f#>fhK6HGO{ zzE5q|=FKeXx(L(>I-g%var`WU+&vd&r7a`7h`C_R&uSr2(0a#STsx2-_iOx2=3}yY zsU~m;)lbb9)gH2J?ngOHYSoAmr|E8tB-h7J#Z{V>V9 zSW!Vsz$7J=_}(KaO08wRc9o>;axU$&poGUg(72SJ;E=NM$X&e)PVv5hhFns1;zy9i5{6%G?$Z13KMP2_%+(B)yne3OP8*34JRrXX zdFRWAndUB%)s5?hl$7^<#i!luVoJG@AFGyMycp&cjlDJd0g~)H?R5ixq5~Xowd&MK*1I%DakP>Kk370BOSF z*5aq1#{`w1g|Rll&KGF6G5VczzE4M_`73F55kFmiJop&APu7_D0?2hy`#;jV{~*$R zdC~jx98Odmt9zSA3~_jaV!LXAkoNsKfWW$e?!EQJZDneAaUMS%cH1XfIUlT-KdaY4e&u}kA|YdlGjQ;Bqe6?l z?gSoHU?Aj%u0<3cC6gaZBnLx`OWKx$EsDn{Ogrg-wsAOKkTR@7K=LiQUHx<*{%jdf zM1f4DvLvnNy0axTfd{G1H9CuUY0+Fp7jO!=jy!lFNkh(y$;Lbbs#z*-6er^z)SE^ac$8_EL0xc?FU_9w zQHsm6`4nOkL~dX&VaVeqXa5buNEZjG_jq5v0sWzh|7-3@wP3erOQiQkE$KcgR{O|a z{+U&<;Y)kVa&W~>v3}1b5v`CU+$H^jFwi1*V(_L&$wi;z%*{fHtm3GoV?>U>sy`C= zr_RV|jpz{lB+?Y1S@7eXKr;w~_Hv<4o(DCxNLTx}_hx+plVgZe3OuZ=3X~5lwePVv zN&)M@lA!Ez!^dN=8oa6yai;wKCvs8I!w!OWEYBrED z?v!El;a>LYHB*INp;>4B#&IA+lf+t&zAo275!x(8pJpfaeN#=V`XLGJzKZqzjT z;%>#`j6KecRppKRJCorxuQl~5h#4f9E&2#ohCk@l#R%uwjV29$OZ%O_O?L|j`g0gY z<`4FE-=(HfS|@Ma=Tp+5$^a^P-2}ug&mVIv<<^h*iXm15%e0vn-Elpn5Z*Egn&Z`i z4@9bcHw300R7$7&*RMNsLQ~(X9n3E<-}_38a(!vPG`LQ=+)`lpJmpqbAZHILd+L<{ z!H6#>3+*|E8x&EN_;4qdpn-SKGMPmg8Mw_Hvfx{r5Tdc}~R z2sBeu&#Ma*4vDzE>vVJq@SvjCJg$Z4ulod&Mck4oIB#BS%)4bRyYg)yaxJsaxt)HG z$Lwo3R30z9<#v8dvQ5l>@%FL0>h0?Iyv1uDc+aB4*Exvh#`8YJ*yW$(?m2owl45g1 zsr6tV1wvW3ly+E>&$1nNM3~ZT??BWXz;m#p+z=Oi2gAO+yQ&W|XQl7Ugv^tg-%jhw zW2Op3N47c34?TeV5$I4bqk-H0>$Gt{P<5Mf_U-)r{$!)IIf)pD~yZ+#`BroY! z7}Z}3J9X=el0;NJo1WdD-(jgiL$>SUqNq3gLtIseYNF}wjeY(IW6ha@ief1cJC34% zTmE(w(CIc7DYNeTr|p;BcRUi#FZYp9I3tw5*_=;tmg^Z*CQzST4~QVB#wFm z^i(-38V z5(%%;(N^ehyIXSKJ9-c}7KF>f3SlU1+y>Hvy;02z?Kxdbe2umf+dFKNm0+{@abJW~ z(H>M}uqw^l=;v-?Ct2xaajVK%{WLsNRJZX)h;6rWW5gR@*hflNe)l}P0aWtYHb ze-fzANk`p~g)*FN%P#Nwvr{dR;BnKdNGGRasc`d^)G`}RXkiSub+1{xtkLeRi-MjoO7+%T`jds^bwSpAG60XvXhjl_jZB z&Hgg*ddk*x2Dn?o>Iw-d{-DIT(-CG_ma*v?MwYzAa#CafstG73(+_;<_CBaWHQL@1 zQctu$>UF&@U?HefQ^rUp)EJEAV;4k3n^uee@dy3;8)y5=5nB&NVpdiclMuUp@m^tA zShqD5o;=oSlye`dkiKgY*ZTWJsUfkQe%MjNL@jxK@-k!p+j=EAwdasJv|DU5&{0*gV=LCIt!h#sx0je8R6N8? z2oOK(vP-wPz9LSvXjBCXB&Po@ix5(4z27PNVpEvaw#QJI54snmL!mhA`>UJNggq6@8gP{28%$0#86^FS3hn2>v-w zqB%eNhs@mpF<)pXP3h4?I4stI)hnY^f)nZFT#V53>P-7{8HlxETm*nFtHy*ckeV)u zpnOFl_Fbc!*v@?jYz7FDeJatPok6R4C@(9SVj^OQ^T|i$Q;k2Q6OBYROJ47UkrYvg zd@yBxcDy9SDRIh4jJ~)~HlxeGD+32L6SAuA@V!W;MrG}R`B6pGLthT`?jlxybO<#) zCMtWXC{9{<8J~sl;pyPBbc2D8UEr`if3j_MNwfUs0?S?qj$m^7LB6Fqe}x(VUN=tkp}%UwFvqKO)h-aU-`Q4~?G}j7;N?iR1(aLo`HMq#O z;Ep6Hx$*GuVmiy=%}*kR1@?U)gMqNt8Cv1eNOta@vyRAG!9v8(qm=hHL*To2n2Fb@ z8!2duIWAS<5DGR>gF=T$Y;L@45an@h3zf5O-Y;!?Zbp$J3gq-lu7^Caw5P;gTS}&< z@6)5Y?K43zmH%i`rU=A%yVctW#SWg*YRF5KEM2+PB(#&b`A8?TT`^{}&KlNsAO_;A zeiU2CpBIE;cGoIE4nEycaKnUMP8-s{=gdzXxrkw5U_|dwFX7i%W6~rf6Jf*0*Kd~a z7O~lFB*(#~mva1JwzG17$aP-;qzbYoQoB=naJv-)}kiTS`UV2MkfMB zE)eI!!zS9SmAo7xR=t?VH%%0~W?g!Wz&!T*VyZ%kd-BQ>qzVBQ%={El7xeUHvPUBl%?AUfnj96LM?DY-)A5p9c9*2PQhyv<#m)kt0`@fD; zi1UW4K?L+XYdgdSWOBF8UEVFe;V8VOP~Sr5TJIL)5O~OWbt^euV%AphP;VR$T3{Rd zZp~+{x>bOvM~#__R3ky28B>F*m^69-KU{}>*d%nq%I>DFlu$7L@qID&-QaVJ0KagVlB@59 zS?9j( zAv--r-rEJo7lf;uJ>6;Xv)$X%<3ELL_=#4#le$73;ss@|-R8JIL6Lsh=b`;}`1@nd za*i`0EoSaBVmir}SlE|veL2l=ZHr|f?@ayFBfc9OrL^ROs3kiG^YkjDrO{%ujPh8^Wv|M9eOEQ)sxdX|y31O2 z{B6(sI$9^i;ijpF?1Pc3^puXZsO99a1uBWDI#B#tsH5}AH1TNJVo*F)71yXqBuCS@ z+*(E5%jjk6{%SVu@pLH7_Sw-EJCxvV2TJ!5GGXMQFxeAHb}qaHvH0ATu&b>PrFe!7 zp2O8M_-uMOa?&Flt0Q&=bDes8kU4SF6O?WDWqn%USUfkJ!=-{ruJP0j%jZHk-Rmvk zPCNUxrp0lf=G2~KGm=)+sdl$@UM}GLwQ}wPCHA1`Ef)`R3N}v%x!7aFA~_Q;w(`-o z!tPl(8w~E2`Xv=+)%ndwTmNY9#iCo6-}bV9kbw@`Z*5ukaL0bgp~_1OElQo2sy!Mn zM3k2Tv)b$OEZFmjH63&uUpsezsSGcSup*CogV@r!t7)22@qN;HyLh3VBgM)hHR#kL z4J7Z@x3<>f%z#;u$=+OYvD>qc+-!P}98tR7U!%O!m6W;9 zoSqdU0Dw>#EuOT24xf5DID4&CY#yE!j-s^Dwd>0%V&?bEJ$@KfJl8jQWJXaw^CUNX zl|#VD7X-9J&Fpb&ELx+WDm?QXmwf9^dMF(^l1*`gKP)`Mg+`9t4EWCWK@KwB!wXdz z;hsrHLA#|te^CUZ>HX1dVzf;ezrSDjRdtAb9V|J|B>ps93>L=q@-5& z)8@+4;?8KIKi{{cnIJZH-<*dpg0nt>sGfV}ss1eNCtBLk-Vd#3C#T=OJ2F$orLwj1 z0szuYm*T{T%&+d&hUX@2anSl;hq@mg~3m!A+T?Ks$^owS6tA)orkRo`HtKm|bKhX~lrE>Dn3AYYCyCfHiw3@#3 zIOvv^s|?N3$eLAu07owQ+(fTk0pdf!?h6NJ{rH?CchRKxx?F$V{qt*8_^bD+W)q;y zzN9o;m``rHk~?p4ZVU`TBjq&r(ArMp`x%>1ZNo~ht%(saxA_Z2In5t@69(~0+HIxv zKVP_WP0o~^9iE|hbSBhCd}=>e7AR?+MI0`W4Blx&sDp_aWjp<~ z_hT1uf`3tYb!R(?|=N^Ul;!MQClN3^MyxGfBU!J z|N5`Jh2TKGK}-^Y%bGkxz+qUyVeHy+tFW5}bkspOj24aT$Fl2IY$LtDHv}NeTS7
          87=qik8{vC?+GI{p>#+2RsyIBVI({@k_C^d+m}#aLUGC~|Ol zsihL)Q*_78ydvl*$n&ZpB3MJ&!xEOHLGfjN8`$w&kh4~?cnQ9W>DB(CG$N2Wk#g{* z3`tm|Sktd6!8$qz;v@-^c*knsOkFv53Q=zaHyCzU17Q@~spySce~5`lm%K(6&Wk{! z-3l$|!0W-vZqJo=oj7r-iD3G#|1aQrJ#Z<9yn~s}+2T@Gjna~ob}0IOX#obY{9V9g zX{Tk$#WmL4y%P9bH5xBG=$8yZXP@ZK^;~=E9oVaHV-gQgWWFzNu6um}S}TJQNe~+_ z{P&GQqKI*RFOv@FAtn@Ntv^qCntq_HJXAM;dxr{#7V_4o{CWNg z|5m)s+P<5g3Cm>xX!Q6`gy)3)$3Nt+*ZpV$9xko6;)@03esXO)mCroViitpx5hl&b z(Vg!18{4o&?ot|Ze1oNK$cx1<%!3{?NqrIm9;E_hg~MS1RUOYL{-RJX?jReU8Ie-JWS=mw0V zf}erfXz=_eb0~#dAnVwq-`zh+iyh)%#v}jNEz8Hz83|3?M4@8pHAxT0FKZC!X4uA` zLHw_eNRA6R;ls<4eIw~WD~9b_P2{Q&T`Q|n+tN98Oz<%SdaVia+8rlXz_31zggAOwW$G^wjbHpN$edT0|4Pa)y+$HTl2$e4wxB=ooBY z9UHE@Q#cJ5x4Chj0BfPS=Cq)Lh7{ee32eY;Fe;l{RrU6P@w?=I?+yO-H-czz8S?SwuT7cO&usZCAv@uml@4O?@{3y%M-JkD59=ud zjJrPlO5-+tRJ%Urf;Tt3!+b1uaq$BHCq(kor%yNQrVR2|R#xJS|EUxD@4pJ40D;DY z;r;h8Z6~qcgKU)rKz|dZ;1tM>i9X+7ApcDi9SIQ6ee?zmO|E;h$tpry^n|y7Mup3v zc`ZS4;>se&M~0l=o_8TjrOE95XouTgiH~Q~u|c&3XN9n12aDy8g{Lw1)PpF*Ks*_}kBxO(KjLn{N9aNM~%Q94C0?8oBsxu2R>1n^s z3}4ciNUwU}^f$h`?@y-U|D2l_vsd0xJ>0-6TKXJX(ukK>aQ zEpS|#f#(*3CouhhEzV6KFao|efW<|y{*lhd#u{8o7b}wRwe?(Y8;A$G@_v&n zIVEKbXss!H`11opjvr181i$g>J9eV5eg--TpR_9tl+$dD8rIg<;-sLZD6Lx$*i^W= ze|FEvm1wm`cG;WEI*fT6eT1zOvx{Jp6O+GU#&|q^f9hSAS$^zj^^i%^@H)>WX#SY5 zqWk&%Wd%dw>1i2X?L5fidwiCSXtCW8u;l6CC;=|+>Q!rBeZgqx`HXVDHN4GhPsctl zMwf)rN9dGNIaIkZvu5r_UfukrVf+15_(0=Z%^a%~YAjHWsK1H4JuYWtB^d`SuWyP?=Y3 z%*_jNtDzlI%PoTNP-Zh>+vnBWBO-?#NW6}}JF2$mI)L1Y&GR{jkA(FMXcD^qz)j=9 zSHiEHMS8;{{@(jkQ335?vzY3E#Pv9%;7n}-M!$#1NXl@`Yw|ce;{&LLf`|of3|8xA}1kibN zKCgFoLVIkS|AN;9Npj~&Ux?h22_vv#MZel7tQDj z{d=j|iOei4%7uLa(`LDd%{&#)W5i!6aM5SQswxFG27`J)zWPA^0|ifv z)Ug>pyl<|4d@7{5bQYv*_kx96Yu6MyLAg+v*o2Bu-c%pM<5N2El0S5xiZAp1*Xw}A z>Ba#p(H@YS@*c#V8um!NuPUa{=$+!NZ&^#-Eg}x7DMk%;%uXjI8SKDRGCexeO_BEv+ z39tO?_LIpJL7d&<`YjdGte9NQA)-$Tr64~R!7P?35SRG&&fWD5mI;wBLxyPV4Lr2z zTGAn|8gzzwuMBogdRB2ZV&^rXcVuOEm2&<2-3oAmTz0490Wo|gLEU#+DEcq+RQ)2O zG~ti-iCxR*kLSiVVvys$TK@HYb<$5%<<8z(?>V+KDqb* zgxD%OlSCgOHhOaOSe?Hiwvrz8a_x$zZZ;B){~KakLq?=K&O~1!dXO3=6w3WU+N_o@ z^XvBN1W6MqfK1>++7s39|9*!52LjRYxNCWgo;fe`2&}P?04-ISsdpcuh5F#WC@3hr zcC)pO5T7v)0=5AxDdM=1JO*%9GY}sCn0B!VET?JydPXIZX5V_I4XZaMk;@YN@V-A_ z)p85pN(5=HUP~=WXKFNmsO@8veWdZ#_ExgZrlKiVOG%!3$d)y@smXd&jBMsRoxVMI zyavA-*XXY8?sR4L>~zmwbfz$e`-$g5ocKh$KBVbBtV*qdS3A>if_A-);%6X}{Qz3OppXewz5Yyx$0oB~Zu!A8T1z&r z3=sOj@M~(CsPkbuq!5Y}(rz}n_pzodt@^5gO94ogYz^*rTieu}t@MsohR$xL z^WDYPW-{BmdoK%oywJ!$N5CgWdkYN=Sd^vm2nNt`QDzJ1a1X0avws!JEogZV?(4u? z=|x#X^lB6&BYv)}h2OmF`K|gV?a-$nGz`)5U1ql8V(m&bDfUJj?s|?}--9=VYow;l z63tM4)czdZ)|7owx1?jT^r^)&qLA}OM|}uH5|YxQEb4vPSk1T0yZsUBXCqTwb>uky z3k`x_bbYHWmlljd$)^uDv`&GhN}jtULDC_VzoX zrs4U(_CQW5_+q2tdM71y?%GsYa${ccc6srk>2hb2Tz(p^zI6Da4>1ZT=!IZ>fTi%v z&g!m6TI{ze;eBsi)67WMB=sghffCemb{-iEOWD4*n8KLrr{-;|7`+G720f=Mk(|dI zF?~{3zQN9*rrd=P221aZ{0e4vc9)3^O78lAH>ABZxW0Wcy-Vm7k(NRM*evF6 z*evE*WIi~TpdPrav)i^~?wH0u-9|dbE>|Gwnr`zE211OO%xbILQKPtkW|MBMG{5g@ zPykbJu-H3E%G!t*_i!(QJ&|bvC9c;C6RPu(o`zalg@aUPoKcbD^|mu(YiHstw0{5e zQpME)_NoYV8tD{m&v$36bKz8&s5ey{(OLe%2!PqsJI=^DYaLLuXeU+!4cw1n?qGoq zP?eVZoVZ&v0GVvIKipL|iEI@lPB;PF`yXUpMsn`WA3Oj%rYgmbrS}@BMku0%Ovobv zIKQk@{aoN*_)l_E_u4RkC5a~|CkKn@txvVz^8vXV(Ev0j`&brCvh8muRY}0ox?K`N zsePy4?LCcr`Z!M4s7hYaA{?^j-TsGj$suDg5gO5CX9 zy3a_05|+(E#Mev*grsCvZL&<0#ld=)o6oZ#CS=+=IbS7j3!-a~gq2&Jo3V23gYNbn zqxkV`9tOV`y;xT9{=T3UmtNC>5f&AL^b>-|m@UOld8f?qI&)1`By()m40T@DP)F5^ z$f2Oj&R0ZT=#P4_6H-aj50HVDriP3`3~AfqH2mA)IG<+2h^k(YtilcZHm@<)WRi~B zujYX6xq8!Q`OslI%aH_S&F{ZFAo4Gd-#h2cQPDtz_9(j?fvyi8<4@6>-Ish$h%mgN z&lcJ8z|C8|qnnAb_Wh4EywM_Bk@^hj=|^d}ce95Sd(L^YMd5nvHEUH| z$`QoI$~v(IVtlGQI-H+#2*fm1B?<)wN1yZj&5U(|KFn; z&oD&PdUwx9hEH1+4822B5|a7WqUY@Q=?K#;is8QLOaq`JZa3Sg9jO_s0RF4-k^h?T zn=i_5-#@`0x)-s~ZD?`KnY-??+N5$_{djXf)nlmRz_|?3@M#8|j+6Y)W6n{yLB9aU zce@6z0WcN{b^xaUg@2OjB%Tyy?Nn#C@?Gc0myh(Ie3fOAaN7+i)xeX*SUge7?O?GY z4D6Pd#)p-|1iPSf5d_4KKTxEhY)D7bCJBPZm<3(>=*r3pl|H&8o59sFx~b- zJW&VXeyhh$OoUPFPMgmStHr4wSm@(El&JQIFN`N1zZ#f>QGB=&iy?^yr3N=K3 zX;TC3*9iY`3*rKHq82~@b%5ZU9uV11N%hFj{D%ompcw4&%@@p>hl=t@d(kpJtscZj z3MEPFkz!%z2q-a27QNe2wGLs{UNzw&V+-c)4^2+38Z={If6OQP;}1fO1A&#Jk{j9K z6%JJq&jTlY*g-+!?q@)PiXUfRmhi_i1Xrvy;~rKy3m`d&Q7H_}q}bX`dEgZz_=lwF z{(48N1{8$?si4GcRlwfSDnY}=vOS4kFk2oTF}EvVzP} zlopMTLr~b3f7!#-kr)Y#zau8HSJnHUhcVph&S; zMJ;`UU4Iln$cdX{Oo~b10Gc-1VG-74Oj$>1(Np(he0SAH=C^RYweGPj(&QoP2=;vi zuQ<8LnO^XnD1B(uk@Z{H2)Ws=-W>tnYN^+zeF778_P0U@e)_kPTcjNAaLuK+vErXP z_^Y$RP-?J{4@}rFFzpTf?)aV!@-VhlN`}u}2f0zFgcw;7oWbP9kU#xy9#wf8cmov8 znxcSGhpN$*DA4!W^|PvDP=!i4cae^1_pBe0KZDW%>$vMGMi$c=u z7(t#w@M}cs4R>~sXW%_y@1svQf4fLS-?2PD^%9W97hE^=Be6#qx1bdGBxOtrHNCjE zca;%nv8e7Jj?Oi-u=_SY-(~!k*kAOzohj21(Fee{cGuk}N^>X>vJv8{4zv6%5L^-9 zQ)0a}1l27`#Km;7|5SU*c?0jl&w4jtt%z8Rb(VHU|I}KpASKa1(ty%J%WH& z3S<9YxR#nzOocX=U`&9xQcK$*4AZd)2w;$)JPO@I<_4dxC90-he9jJ4;R2&~{-!}j zro$4l=Vi31P9T`$n&Gf2@lW^D(RWR53Thx|1RNfdPl(v1jU5St+~6GOy!o*nj#%f5 zz@tk1(h&$6=-%6xWSVu zYnGvso@vumP?c9(1UbIGtvDf~IlpnBcqJvs!NG%ifK91aUSNKM0pcU{4Scs$P0V(z zb(CW6Vl*YR{c_unnd6%>43_8|7N%vWQR;HKepaX%3aVfJqE>52U)m12tRE2y4%hCMvdr@UU{DxGq$)WnCzHPbfEm1m6k zgAs98YbR~`S+?Uw(}-8&CG>u}zS~-DVB12p?`9@)vtG7oFH4^(uF8lIGvx~umgw!+ z4B+Jx^n_5eT>ToAZJKvLU|B^&`Uc#c8}9@VW|p55rl1+sbw*14MQ3Gj6#h+Tp<=QN z{!M4qFdX9n7^MY(QGU$_`GXta;_aws#{k#)T|TP*PfvtuEx=1T?B9_N%Qn(&TR@Md zN^=0JqQ5-j0tt2`#Wq|`=*s-7^r7i`=MCr4=HoYR>YCu`hw~G4QP;;h@|!`mNPW@u zC%YZvEj*&+T^Oc25j)uEBJVNOXb^j;610O#kaZn&U~Fp|#UUMpS1ksZ1?iGO&%71& z2Dmz16rX>r%?EkSJ%U))wS=I0jWs(^wN_1?gX?k#ahV;;(Y?{}AP}_m({dTdS!5o1 z@fjhC0Ji|7G=aECf`p*^R5Wg1AnNJna_o&1Xfw#2S|QGmD#ruZB7UwG+NBDN1mdfE zV<;6%`V6`iZ>xv~Be4Ll7-1Yc5j~igVRMBVS2qnaj)*jaOPo+;85Vr}06e_5kb{B= z_l2b!eD%hWm#OFCzvbQ|S$K1H;H(t32)y|xlqyi{MC_4T&d*Fr$??4|E#*MHb2q{& zSFSD_vA(BZyQCpOM-hxbVY8`D$D2FrND?Keo?hCE*GYpV;P>lKU!$|>`kiDfrKQwo zY6mn$Q!k5wO~mIxJV#>e+SU?iSV~Mhc$ft5+$fBq=_inHft{$IUNG!Uo;TsnKjf6Z zv_y3z_vGx&OP5Da7B8>C?tMxv?4N0ol{-=Ek~QAxHF`nP{mMpEXG^~d$dTF!sV|vw z@@nf%{hN@g$@rU)V*eK*^?+sJN~v<@%BR_OrijRbnUF*VR>c=TkaOwZ-fqBebg&9a z7PIlL^SUe0DkmTQ9Ne>yhRvgWL-U&Xo1*ZD6nhLCQQy_cMzilm@6fhk!5$^M+O#~l zV^}D@U#c9C;J5t>riSTu={fav(_+?3itAYt&{o^y$@_{+)jVZYaNVX;9DT4b+KNo}CwM49vD!dZ*WOq5fFFO_dPL`heY z;*UN(T!o%#7~qh?zZu1s^C|ApD5|scp8Iqa&F9M@vk|}f0+K(v;*fVrlj;t~0L!zy z8QkU@b{D1B7=TwMmB|nIDq5Y@ag;{^)mcFim&n#z6yAI5a_h?pk$*8zgza1LVoWND ze9EN;1$+8jiqA8dl)4Y;aoJ^>2x}p3P_An9F<$L^FT%1HdYFes2chgZFOZG=b) z>Fy9hzor5xs7`kVherx3=aGU+uh`0sJ$cMz;TBLG)_eUIUBYl`0R@K$#iHE{osI9D zz&x-ne1AKpO@|yd2QFmA2%U+l-(`(8H1*_*R%#d+?8Ne^ei?RM1&$?7p=8UQ9>k}M zmdKVA3sX|5d&S`eI4wfTWgBNK`;}e#mGU#6%R7HNeB*`B6)Y%_+^+lE1#*Q8;7$(M zP>O31iGJ|ZPa+bAcINRkbKyny5$@jGe--x)=;5fn0<|MN0Aa(CK572ub~y{(RyaW) zMUSH@%ABMOst%*at3O#pstUmHlM}g|<_9=4Gg2?Vt1!Y=DlKvEx{SN;L82=QVLX_O z20KjszUM9e-l5e(Hg^~52AwX1AOEr1Pf1*lf{&JJ`ok1Szb2;Fp!H$n1VX zr#)v9m!N#J`kt!Rg>2f4pX$~sDGd|NRz8d{3E-Nvnm|TJ$Q+6JRbyQE;%|a5ZjM0K zRgU2+&m<@qgCEfr^AH3uwBIgV{hgZp$tyeU_6;z!e320YU;zhN#{X4)3IL{=E;{}R-bVYTzo7cq?UrOtX|S<6v@ zbe@=+j$K@MRF>NK>={kmz(3PV?buLz3Rk|mX#3L2^TclnKE5!${3jT{JJ=e#N)g8# zMCixPpY7=|FB2YpfeBpcR)DHSRWGG^e*NKVS0VUbWsOmNPVE?N=kEY?W$RoqXWio( zj)M3~i?clkPwEB3APu5HUM|5*-;KCw(t4EkCBduFS{^jm#is&x=Qc0yNa4cM+*Fr4 z6RMRXm>Zn)HvwI`6^2nH+<{_%yn5l9y7XQ}2)wZJD`$#@v+}Gjz4+}$(~+0YL+BVy zwr@psTPtucasj4UtUIz%eDzO)I%u`%^ECX#fN*ukP5#c~XPCprrC4^Hvww{481@~G z8ibc}`eoO!*QjdkKsg$1tD`=Khvgnir1Zx=@ z%9@jtL%$Rj+%%Y#py`%}$SwH#`MQ2fT(Ox)W}CY^Mv5oLw3{pVnTnhL#SK36KjSkUKX_j=jrJY3oOaK=9S3^AO4qvAda7uSOtME7<8nA43QL6^H$-NM87jqI1< zu8+&UqZkf1KH;7V1Jk|;37^RHUo7y?stTo@tjeS}8|Ocrn((6=zM(YVaMiK4 zz5ated;2r9v0Ss(nA>&NtJW~I=R=9NA(D87@&>|St9$;py68r>oj4;`E1JTMGp#r4 z%_%6sazD4AU(1J{BF$gXe(SST7&uIi7H>_FUhCm4Hy6X^c3wc2T2{#a+e$W`nEM8#}CVkK@pen zgPp+(&iLS-H7EQ{GwePoC`@AG0I&EG_PrCI$(Ol7K9P~-SO_Y@T}tKA2}Vh^X}sLM zzg6kHbLXGwQM`>>1>#3$EQRg7Zs9gRxjByV_oY-FZb1lt{(-|4!B;h=aKCEb6mc7lD}pDTK?x?{zR19cIxg)VgmF&+|$=F zKgVUl-f~2SwWxNeU}D&g{CgLTMPrWHQ1*8p;nMLM4(t)ko8`?N_+pFF!D>$KOUe~T zL^erc1NSfGOOG2V)iU<8`Es+u4NrNhFQMOtpHA${l-+EAxNe z`nW%@tBdI01sK|`npTmuD|cZ8*N%N_@jAbNXZE<01~qWwEwm4CMJaZ>EJ##QPy7vc zC)g7Cb^Wqwx*N$a>zZ`nBroHmZwyy8xsuC{AN_T+hrwT!L8aV|YU6!N>Sb%&!@_Te z3MO!Wpabh|UY$AE2I|mpI;nH#V;1)b4eOB8DC|>+%EEP!-43WlZfmb$sR)QgW$V}j zWQ1?0&P8$Kt9mHAqZul}6V%Nr%U_L`(E{&7w2V+@Rf+;c+5IHMvi}@myz9z)9?Ll` zzjPQ{RVM)^!(?=K^JsxJfidr1MdfsGst;*`xMo5ytQ;-yiH3E)z6%dxomy=5D*v!U zE!WaA`g41D<5p#vgKZ`&)?mdV(ssHnafiGw^x`d-&;0L^qeelP5OKCzF*Ok**e~Oi zoijmUITw&ZtG%4rJ5F1gV~-CMul6g+T>o@Y0(LRNq@mp`k#XrpaYO{IByRznDAj5x zg~K{78;xa;Kgi4#_(3^B9YB|aav6nm%FN>kI{tnFxbIc7<{qj%KLUkLFo%tS-<>P# ztNN6#)<;EQ1*BmZE2e@v29QllHM*$a`tZ5tbACZOLibARV`^i~iQ%^M_@{L3lKSyADLpR$zHuJmW_OYC|= zHM<^P)`i1(4^@xli=;^pW^*?(Td>`>Sqrr_%TECb)(ChS@G$`7!B>OAp$2ugSP=#J z3$;`hx{?-0(a9t&b-g*;!TymicQ$Tse}3&{JOAMIk>1drQHz?r82VxlUAtzx%%;>i zC}+CIGwI-s+-FMX(k^bFQfCL2$;k=z_kE}dRG~Ijviy5$^m|#5meH8uEMXm8{thBY z8W(Jhj1lwKzQ2D!JslOkyf60`)bhwG?N8w%-~pJ~>|?0&lSv@I;hhj*#6ySEkD`e| z2D^=tFjVJJ=GTrT8bnQ_;dVYxjGtXK1H*R0Qmkv(H41x(2@g@CA&{^4iEletNVVWT z>IGLxPIa$gv9HW=%jO@-5%?n}6kv3^`RjD);l4rbdDEFF{v9C5e9HyD^H?~JD7X*a z8SyI3F<5%AKXTBN&)Xa&+adpr^d-6BX%8PdJAnORtB?;wk-pS~Jj1~a1WmsfnSId) zxR*`=dv>1#xXH6g{GN?|bZy7QA9)+SUChmz? zif;ZlG*s_R!DAK%%oS~_L8V>z{E*f9i{v;%Aa88b`msf@1H)e>C%wb}9lVG2OB6H3 z0<4M@jwQv(9${nx&lLQi>DJnfGxVn_F1+?p;h^=tY8KVUe;la2DbJiDMN=j7sH$Jn z4B}ojDAJ#eQ>BjAr2-ZP+4=w2l@a^b3aQg0Cm0TSg^=FaG?Bodm_&{m&K-t^Po(X1 zY(xneT_zWogFV5~&Ltv2W{1{v3!+YZ{Xfwlm6As^2+)l6n0@m}UX#RmUBKwTl^c#A z9arTT6J8AXLmSju>?z&(gjYBgWfQiF0XdsP^#2s$*whvq(IDrG-X}IV(s8*Bqx^KYujdSEDgw zu-t}O_-8S@k?#MZ?5*RX{JJ(?L68z@kZzGyLXZY&l#&>_1S#npfssg$LD#^`+J`}=Py1A36hV{ujlj z=N{VUyC#u&8J;jz2QtR&3z(c7_Nz}03f}J*7!&{jm}S1A)lFmTF)yn@WU-yTesvHF zmL|$8(Vy|A7h^H^q9R}7;4sx*yqERCoY#`hnm!@ZXpSPx&3iTfBgju(N9C1zodTJZ zmb$7UDA zcoWc@XErBsj2E5JUE z*y~UmCLeXRjJi$iFxoL`v7u7dY-pm1t}Fg4j`K8*j;Z z?88OpO&H;lR^kd^KMh$+m%^T>8h@5}eI8IrK}@~BY^zu9y8SU@3^~%~dhuQ2{=063 zXH26Uc*epg1vT_;fD@=n08Kbt>KY>vf{U{dQgBXVZY#dEtkA?Ps7>h%6sL3 zvEY-gQ?ABE`!Fe!ulb)_rY5CLlJ364Ydm}+;zKQ~r*RHW)9Ul68?87ibV(*cC@ZzH zsF{rG!S;%K;)b~p#vbhvCm;zfo&mxilYCii9UPHOj2 zp1KE8OTOR$Xj?I+1r%#{ijKl)ovWQw#-(GxW%kVjQ{oz%!>8t%#5kO*rZsws|Mn=^ zf+x#`{*2w};#o^%Rc@7aMC#R3>tpdRN(+o^wuTaT1c8%ufA{+|hgHei{qg%O%?s3Q zoXnYjYU|a$Z*DyH{NPcFUhFh*r!2vxAq zdKpFL-0~u3!X$^(b>n8|=sa38VM1T&;4&mL^6h-K4JS97ndeFSs(wb$rsody{?l&Z zo^sd2gS7o$MEA2*)`UP}Oo!u0ZswpnmY7v@eu~NczE{F8vlB~=S2C7a-0==jziNbii6U&X)OcraQW__WO;oh+F}BNG@xJGn7R7jWj+WF~ z>Tc99kiZ61@mk~|qsPyWCc2H`5Te_~ht#`?KPP zh+TyFH?t5g;Yhh0BytcJv;-068`p$VFB7>v6aVG#K0M4ze+dl(>s(COQt_IRQn&tN zsPpv^NZ&oAJH-HM`S&O@VPkdSDiZ&M!4tER07DxL)hYJ#yS!=`v6H0k5$)gp9EMVx^bK1RA{6P>mFA|5NU-3+E*QY zGSPg{bhXO4F=-O6j&Ze!0}BYsN}04EPyMXp=vfEo1EVe$Fu*R>V_#}H38GPv$h>ib zry`s;wNGPWc?$x7l>U$XL`;HyFsf^lfXq!r@gKYr=CtUUl@T7Y&+rM6@(EM8OoQTF zK3B`f5Pklx2V-COqVkU(nwdN-_34SecP${$^_Vx2}-@LZqLGPgGGd zoSHrhhT%uxhyJ-3-|u*@%-qitgbdy1AtKU2Mh0z+tl?qR3vgc3k#J$a`PYSs*h{>K zl8eu+tdW15A%Afdu~Q+H1dJ^OL%9A97>h7RcxQ&>GflV3JkAf|lEr(H|3Ps6mv8^4 z9~VJ`&cGBvmHzSn$M^j6>wPCiyesQqMMA{gEh(P%qG>2*x~3^t@%%=w{P6PhyA>ys z#q;w~&&ib!I(#1c#?8*f!7r(68tWU8sxcxGm8~9oRATbknrvG2b}!V@A!}J zR}u+$W~7iL1Jm8<>{eqnRRIkgIp%hH{ze+aH)GpH2d~o)f>xdYkOQiy%57lGzX zxoD6x#UvK0Rc6Nf98Ur5_RgxFKG2>e0F$+ldZ(c4Zl;b+O~-2T5S9xNxQw8Z=%&$K zA+ojr9>lN5#6>|-@qt`>qW0jIoB0JKB+T#nO)U(@$NfLj74A_;`%YJ7fXNSw?khdY zoyY7MYZLidML{lTGhg2NJ+F9+BT(|5Z!;#=;^Vxws=QK>_KQC3sCe?9H7AZ!mDVEa z@n}qb&H~mH$AY`Y2U%-_Ewf+N>n6NbA3E=U>?n7uoZrjIZTc2Ncs=1PwGYjkYf9L( zf>VrqSj|5Q`xMPt=X+2D+`mET>S{WraFsLdw!MXL>c^*lGq@BfWymhC;97VFM<*6W z0T_HsEPkT*z55T-0^)%-RHA*jokREcF9>z(Dl^$lL4_xp3us^Sze?cp@9pbjo|0ta zJjOOf!XLl6zQow^d>s^agFdZ$S@kN=KBwIIHx7{!gI5FeI2}Z+4XMabN|BP1vgBP{ zKn2`>(+FQ~mmPtnP#V8s?Y-b%Og=|{G5P#@{zKN*Y1%+aKuPqPCmC3Bc>tsg-$5s{ zyYKqHJTrs%xaK0<8|+9sW>KF&26UvDpH`!XyDV4#|5#Rfi5@+rad&rjYQyGx90f)e zjxjpvH!Tt`K-!S%9wKe1*O6|0lNhF_hiGI=H7^M*-(+So%$noV2}Ku+%vB~gf{fL% zdp(wpa)G%zsWZA{|6hG64?Ig%AfTtNCP=fJS)y1sJTvGfVyYkxcIC&tu{QhdJ)eTejj?E!gabXGz>% zHr>L(j7K_oD7A$Tr`t#L^5?+l2^46A`QLY~PFghYJB`NFsc8?QMVa81h9x=hvBTEz zrtlUuCRijwMLDn4aoH#GwO;t%!%qKuz*13UI?BJ_DgRy=r>)Y04Kq&jn|NyGfyQNkmAPGxjS`vAxvBvy0%V{awx<7%fwyAj`N=71g3JKfj;hYll{B zKs5PeWkFCzeeFjoy^{tL51spcno32wFAR34q@;*qSzcVeGH+Opa1x!LNQr1#xPWy!i+zo2A%f6X1 z7}K^DF5yE>x;V7o_sc!oEMV`Qd1YW>m z&-lijMcu>c-L5kY*C~|!t z5Ta4t(c_XhYS-zYmpfH2EGb=opDXs2cgR$ZZ2JGGSqjh!SCKyb>NGVv?-vuWI^b~( zqD9gX+D;yzj()}!RsAL84t+EF6XbvY!A<%@AS9&(qb~-m_rt&qq6l)q)zs7&5aCC$ ze56l}QLst5Bq5>_`rH#w>?j%88Rb~z5I52T%EbKBe4Q#q+k3lG6c0Y}--4_Rcvl-Q zEl5%-DQV>m(_IsO87>Cl^Z|RZ}8@m7I5H5-M#0VgV2+ zy6Rom1cE@a}mB(sWRDNo4lV%{>n<~1f;2`UKKwlDp=ciY~w88&KKf_+!y`gPiymU>A&$^P(;|A=!=Y62s;2iI0jn9BnWI0-crDyx)#Q78pRc zG{i=>e`qe6QE*W0!`=Z;#t{e!KvCl?3_(0tNYWqv?FVmJ32;B-IaLs|YfJ9$?|A zo%iG_BFYy(U-FDK@3>8>3xsv*79u%SgZg+K$YnDTMg<8*^(*yDd$qFryq*_MW5#r% z0Xk7hXu-rqjTd{GEyMYgAk>j8m5!-w(X zqw7XW-ml0?l;xwOIm%gir+lVL-)=A3R=u)arO4Hja?tCrkGIB1xIT7V!9c-dH94># zjE~Ei2o^JWK~HH=_Q~>rz;t-e%dC9vOO<#2()D?HS$;=^!mx~A8l{F(RJ??Oa>lX& z8xfLP(f3sKOtFbLoEg(A$tU8Y1hR(qQ%_WnsT`|9psRTJ#f~uLnp=g3yWl9-n*JR9 z3r(rd9ad9t=3YuM)rC|*VbRVD{IDAj@kep?z`$Tp1~pCWRmo~Xi2m%p>Zq$TqNCg8 zvZ4+M3-M_dXftNC5B)go&O)YUVi|B1Tt@n?9FZY!Rgrj6Z#oGFO6z>7miN$(Jhe-ap(VKSl+t?s*)8 z_1h<4Rq_6qVAp@TWB>NKDRktM1k`sZX?B~B0#qUVovrI%UwragWv*Ypr?LT-WnwHQ zY0p#;k7v}ASy&i`FoYKe_$8l04Bdd2qo?{qsndpPRPYeNqnEg2`36n;+tzW;WO~7^SYL&61oj8z>LAGT%?}gjR-16=u>2FRG=* zKQk*F)5Vtvv)aX6Y#fX~8k-@I{|W7d#tDV5n8dWnh2+7lTiLS0MKVExONt}t)=A!DXfrr&7TSJkdPmxV&ATSt(``pZ>M7wNwo8lE6WhTI`2 z0cUdIo3rIsy#STfkdXV(or;Ne<7aGf9>63^N6Ns;mhz&wjXZb*w;CIX^iHro#9SY+ zpaNh(&E1Y?V8`^3lJXU2<5{}CqLL6%L|sS8=La=leu?@VbEmn1VCGA;PN{(U=z$UN zr_=3$VbpMcDKT+Sh|i5Y9VxM!xJI;(m*LP6n8e^id);CI)sxz70jVSh6;6mS!uO?% z!{`p!{oCwxn=yxxUT}S%tA*v0#k$=lec^Gze8a?452ylTKA!vPfoURj?Q=2+gMeIgA?+r~}qZ@xz~d%~S=WlwfrxJVw~q(N_8 zCjhaUO|p$EM#XMED%}AVZED9e9(;M$$JxY|!biZQn2Eqpejam}OuZpH7WWCwYubeny#G9!=V7Bv_cX)m6nkohnlGG1&`q&u(7SI z^tz{eAlH;l@#!t{`AiU`rqSiN%dJHhzZ77hi#Bt>7tPn@-F*E#FaIRujQ+>=jmcY& z-V1xMuF8n?zospYLUjjqx&_dUpeW?fgf5;tpA{eeWaENdsdmiI-)O7BwJO1JSG^rn z61e%@ALW;#rUSoi<|UEiI&=*XufWr<$#ag@6*qYg)(GP#%b97^pg-TC-6Dxwa@ST? z>5#;m{O7{}k~B>eo*|tEie3W|tH%12vA2RY6EizIQQ_W#yga5$^NZpylq-*!Cv)qq zCO8%yEJt%x1n?BT=?ELE0PVLFjcdyoCY#Om&1usF`#bOL)$nEsRb5?*gqkWl1BL_v z=R9-FH&ijc70fkv&`DlHCcSyt>x{F#?hsRaZT2^1XHQ|_hPkopRcCQ=4lJwA~(b;KV!aGO(?`tAG2mp$TCD6hNsC&tMl~y(&prRDy|* z^7bOmm;_3)%9oRsVe?1N(_%D1*Aa@DF1e z%%A&AZtmj~qr{bbzzE=V34oO9!)0KXRuz;cjlgoN48f9~7cae^)h>{fc{G(59TO2J zS7TC?c5xw~eK_7QYPG#85j)B6xCDKCTs}pdkMrW{8ppgs_(#`&EO$UDBvwt=ESYcD z!1V}S|z|dI09$zEu?$v5JvBRxmfv_Y=gW&Ox`> z7okcV#&Ud)rFvt_V2EV_LfBhti7y`TJ+*uOxWJ8cD|%d{SosK8dB;9yep*ECE6f?k zaUcV`oS_k0)G9#D211Vcs3!8QJr77t&EMqjleyb#hZj1D5A5=Mb!4h_IM<}QDIH|7Vgv{M!RRamIop*y--q4YMJzBBZOpPpQZDH|A&!P90aeAQ3*rGuvpYvRc>O!1X!3{7Dz&i`=w|Jzy0C-j4-nS3$t@`WDmhf6r{g(|U`x70R+xMF|j zDCl?XfrS=dR9ehknM_$O!hF-3;E?D-tl5!*q&7xcm*KWNVi#d*L6?_IvOOJS+v%q= z3&g8og1cz|+OAWMbnsB5*v7vDs08BH$G{kG1ppbSNK`(2(Nig)#;Raj^c7Q4=VhO( zQ}Q5wnIdViZ|?+^7AW8pn0wi?NXfk(W~5m488%%UI8JqF)03fviibO-43GT6GmvG! z^B#}**0L8fr?B0khJ|J7T*orU5kGC)iK#Yuggwvl=f~O$Gbu8w{EZ>*eh*W#`8D0CXq$p^ zMCR2urS-wJ%@>7CU>(C3EHuIMY#=jsu@eR}fcgmtf1V)m{8{6eJ(soE_6h4CnaT(~ zCk$5CoW=Cv ziOQWcQ#2enA1)Fj*%pg`9E}n0vuDa3DUY@cpYB`G72v&L|1zw+ly6Ys7LsvJ&%CLo zd(A9CygB+jHaq_Z>9jq=r*VgIz#3T}*RkczTX=c}?4^V0Qo%ys&{$gLFPlikn{#v? z@7dBzhYWuCs51)?A=kS1wofMd<>^ws;BrR=jjctFV#%;xz(wXmk99EMB2D?D8_eOc zH@&4A`}bpRBF{WDTV5}bDa!O~MMp*X1zSMGxd{-p)TzyQrB+f>-M#l-R>wEXduON4 zqI_-5Iuy@7xZ!VX4!*99bpwla7WPU4j|Kj$)5t5jOGKCJjB^ZMRcEoB3=^L?phvXf zwzyDQUK$7Qo))XBWG!hN@jjiD?RfORE#LoMD0z#~4|6~`o1DphX{2AGTzFqWu+M>VX`Hj1- zt%@4P^A(lwN|X4mgk!O#uY6FkoYJW;jLId6Lr#43-p2h>C5U>sWoeYFX~`nY)hT!3 zW_wBn6@`U&PmncP_F+91nYHN1Jy^dN&(Zmff3|m2gRr_Cp29QEr>yppr^8t(JMsG0 zDcPyO_k8`1EJ3~TF?F6AdF#h6+S9?W%uA6UZ#iW0>z#KW8dBTaMqr&bPO-4D9mRIM zt&P3(6+MNeVw#g))ii148vIJ&wIaUW)NG2%Ml|vf7_q$6z7MlEODW-R;Y0p=5wtHP zE9L@v8&hOdIYB>2WZv|eUz-#sZ-CR}n#Bly?OZfMl5(?2ojc%K=T^H+-tEY`{C$$j z>&wG=Q0Q?<*ZHY;HOU7elAv`m!yIK?GnzZZtYpN&j2<9AJ);POp9WEVEvhFfO>gbjxnf z90?W}I6&ovM(iIl_)8CZ2Mu$|e`Fmzw{bm`+ z62RL5@Dt*3nm0Q9VN}A2-;`2qLWbKkeot_JqWRFl3n_1w;VAY?(`rim961tgINPho zu|5=f;cC}e#LhMxUH6D-$Yfbs#oCF-v({CVy?gp=c17o%8QfMtD`f$<{8;4Br*snv zx`LB4o2FVXhwx~pQ7_q3v*Y%1rOZjiox~1$I@8b5PAmkk9m^z(jbS6lQ5O6HwfyW? zv=sAwHDW<_IVc)uh1E-#3aN+^!L}lQhWe`JR!4ns_xii#HOu+c#@7%nt#6Sm+Rk z(b)dpz}{@opOWBC{tWDj^0u@Y{YZwM#IkA* zYrRdD%8(9C2Z0KDY{UzULMvc4H+c9HTNk>Kg2%xQApaB&TYb^&5j>Sj`}5k~+J_M6gqb#vkHQUqE-Zo0wp^{2nT+ zadjtd_0`335sbYx^2XWbl*8$`*-K6TwE`LsNz&6qtU8gMF9D)xeZA|!FJ5V&nVs&u z*w22FkXggt-leBM-{^Z|JCAf~-nZ7kq$?#X(@%IV?&8D1kUg?evlnbXOt(n$sk5XuCS9J7d9%HC#)qWmpo07|Au#T{IzoP+SlvGJsvtg-k-pYYHtcu+ee^%Odc%-alX1dd|&mat%#4pdP)uJYO-dH zkby9^37sH_nurm+rKKghqmzL#>aF1^iKAzYH|km6^I{d(i0heDq|PI;Pp7v>Pmd`? zl54R=;suv2f+9-@(P7KZ=V4OCVPaoe}5 z4?Foe=K}w^oO!TRrT1O5ApZhDsZ-WZiRPhoRqNw0@;)vvVxo|;!nG{tP41{(%uvpKR+zk@UA((~c@CR#~U^sGm%7 zWiJ=P`SE$LDEF7>Nsv@hLxQ;>62G%4;iguYRVu4Pucr30yp5x|P%y9-dwmMj^on~d zdG!y8JW9QLaZ(2JZKN<%)wOMy#9Q-<^0E?5OuzSz1EqO_**OcXu)kP0av)rT-j-5t zss5A{i?C=$F$WEQo>nWOSl)%=Yfwhk59?QLR_%B#1q%!nk_Ho>%`U}SlhC>~Pk00v& zQ`@VUN;XdoGb@+-aUw2j@a3*>5`mj#>Ra<~tTO*;8u{mQgX6dX!|2ZnoN5G0IaWU+ zD&^KK!aOAtp9 z^t$5T0TnHzi;LmQy^@8=A_GyQRSc}1$p&iKlGnH355gg93eFeh@1`ro^4gr;#nMb9 zgq#C{vl&8lo$K?0PU1D)x;G4ty8EcJk8EBX$@eNe7~8bR} z^*tN-qm09Ca%z@BQcUeCo<@i7bzhpXm?r-W7i(v^@CeSKl`czEHyBOIU)68O(X4Ac z?&_P3KD#1BZfU&DNU*DII^Wy_#t=?6nx*FgR^x2q3?CFEgbc*=Pae6X$jpKE;ZM&- z@~vY0%EPNt)uLn}m*4j*Z(KHUviEJ*1W@Yk=Rfe?b^vk<^sO|rou8Dqjb3|Z?{eEw zp zRDTO6RzyGc2}A2EM)au3ZO7%%uVuTI%HF}O1ZpuBBk{*!q)(Ouz;crgdF2iO98F7XuP zB8f`sS%n-Ix?D*Dfqm-*HRRR~MG#Fb3S3rAIpIguJeno8S$#FL1l)9Sv$fR}^b1%> zu5^AyS4ls>`?#UC1KRPy=W9tX04Ib>4omB1>>*XwPJh?g4MDZlTQpc*f#}(SFOSPM zMCGc7DfMXjd$ykN8!(oB3&saL=7TgB2=Ny=ACxJwN91?pUzTQXJDD`zCOD4kwwCBW zbS=_&X>g~>1X?`N4N!`sL9=N?9@F?M#~^Wj3?ce*f5=-m{iG{(TU-(En1fc~a_Co9 zygtioUa30tR569L08Q`l;H|%RKfx;iBiyUjY~H}xbBI-I8snug39Rmx6X=I%YO%KJ z4M6C!f{R``rOk!VW&T@|Aod5utp8aRfM}Cp(SSA?@tp>CUM+w%+!`-~(>i{F$WA6n)A>r;;_ zjb3ck`lRNe^)CNQ4itC`xH#-SVosLGyh-_%k(D(=m7khHC6iNMp9JVf z6H9&A6J^H~Ui4XH*IzEBiPyf$ti2XZ{`CX>z!eG+c*0G@Z-FYJDh~KiW^RDd<%hhJoxa*pyX@Jiqew>_~)g zqVS7;Wntdu-YI@O)!Y~@*9Y-UnXRo7TywUu zEQ|diACQsXS%_rZQ3y6|0IqT{4G102*BUVvD9`%nepQtPr~K*Jab*aG*FIO}fU-`! z)sH~>9<1~r4BCl&w)(*vE!b5;$Y89IF*>S7BGq_vVHNKvV)Xw$4FCM+D*gmoRojc> zc?#FtZ$&fO+a(bbtFQxAUiM4R^tyL!C_%1^6iNUBhg;M z#i_wT!7i&?lKHzmay;1v24s_8g|j-k0zI6uv7M^xee?&W#o<`tH8HOy4w5Ds$dgAZ zuuK^lH_vfmVn_OP4$U*94@&7|Ts&T&@p;Hs#HL^vX?YH0&JmbJ(~I~kQcWvt&0QzQ z=K03SNTr6=nB?qb!kKG)qZ!my90FVlAYw9AMb_U8RBp($%esG7ahr)qK7G1bb()v1 z2V{`pWLs8=W1RHqyjxm<33r)Uo_TMwDk-nFP`^d;QO+{hT!n)3&$;;L$}mUQ1jFjE!168B7eL|>ae1;M@@0DrPLd45v6iX= z`azqq+O4*Z6ij>Rw`vsi49H1&%jHK8eY;^K!7V zW&ljVHer0>1zXPiSc9(&v;E#i|*HU^l#T&|>xHwJwH4 zBqgyqU5%vPFkDcu`IkHi?|9A($qZ(QWXLaiK$T978KzPoT{@NBP#!a^FfAwe%`uK2 z6$xJ1=#5WVGAhjLzf1i*ME_@PvdB!Crdjp|S&5aI4KQrz87S>f^>rkbt3luN%U-N~ zV?Ua|Mmu&=@;*qvMnR5Bc!MJnfAOk5XenBNhfzj~&;JF5>KGGzUdyTT=+Z9^o9tTz zVQ7T&#nGk3GLzDX5rJk1esJeUC>^MbsyrL(teX1|xvG}F;Ugx*?e^u^n(|jq< zBtM4!GNMyD`{qIDXMd%ijkXfI7s~3eb!;x;OqI4K)K6i9UkkjnJgF+wJ*Kpq+=V_H z>>GZ63z+}Rw6rbtDpimbQ`*|iJUGhzy{22Q;5MV<)7HcD1zi^S8NBi)*x*V6w|E8i zFeW@GNVVY6(t%C~_i&fvV~+a)=|J+zW7vELkyf<<{QuZeWq4zqAl#vSZxc|%eIQ$M z=RlN)FZ%@dTm*%DN;;hC)q_vIl{T}Rx#o~|*vkpRU6rwX%IeX{KmAN4vIk2=Hj%1=H=Zx8Fd z_jVgeLmJKY6s&dsZ4nm$`POS5Y0pf`^JZ#?j&!23GOs;0Vl~$=Vrgfc`^+QT)OU$~ z+TvK^t$}nuG=!@bCu`)}O=nC15yP=m1+#ExFukn$@tCOyhL)V3Oz;(NVsP6(t28B! zv+`g$M@ue$o{`@q-r%w#&YniXuQ!3}S_%OL2ks6M1zJeH%@!9zwW;^*@2brJZvX+q zbIfhu+edVdFny0yR8+p&vIHjSqiBxUQ4N5+Q`DW=I!#DBCI@Dt6>K9betiIT!|naM z)tK5FG=zd%v$C=f&fDPMK*&y$f?6C!vh#;S?FtRs+tw^BEchC5!c6g(`mxkcz=M!3lEh#K-b zJu!))4`m_2vv*UHtQz?=M=-D>{!wU_z6n%_9V98F0*A64{CTiR?sGXEnmOV}D*U2J zGHgNNx0x&!Z+bA7*rNDq0d3#;UBlS2t#i1BOMQ z`yq-w8m<%)ZD zJas#QKXub_m}u3?ntKY#wgRl)uK}-z&^RzmC>2>5q5viw-j|eF@fm{VOy%~B^5=!= zV>Oa@JkLf|vVLh4f3qWh&UK+|U3n-~nSg93_s~%uCf6#_*g1t6DJ;+_UXuG$&Gn#I zYd@_$cbys?)wpc>^~-c$G8W6+lK{sV@~u$$(Cp4=#bINoOUa;}i2NGs{BIW$6Z4TJ zFAt&}*gIYjPXE51JmFbspyqMZvVf z&?DS|r{$MGG>9^)9y)eoyogb#>9RdZORT5zpm4>b2JfSwUbU^P7Km`zF>e7_EVB^b`gJi$}5UB`t=ly|G8_1WLI1 zl8D4iuH25WccwziT1Z!bdTJYV4En$wFwJF{*&7rQ>B!r!q4v8*2FnDsqhn+4N$~EA zg$Hu|vTR-+$3?oi z`aGwebELUlZ2Nxe`{vD?^*z2f&tsly({si7DoAW_C`J`4KiH#RIKcZ-zc5EK-gQM3 zf_6mSPFqj^+-V(`Qq*h4sse!y|NR5qu~978^7`}JyGr$r$oAMKgOBsh$osUheLqy# z&Wk*y{xrtbZ%?mc=>L5rX*^$4qf@kZ(N+ERYx+*&Zhf~Rw4Y5dSa3MsS9I7v6%~II zTH}5Eql@xk*DjZ>mvz=8Bf>jWTi5|?n{lZT|U3oXg0#3qQXBL1q_?n8XJbR>|U z&VWc5iFw#<1Aj8`)$tRPkZfTMLaf^rjF_Vzy(*PzZ&gSI?8H9Hc08L$VAE&TH|zBS z@qba}JpLVsOYtcW4#)81=>^tvNxfR9uN}c8BZmW`wl6WE)gWrb&;NP-W3*p`E%Am% zQc;VBDvJn$p*q9D#&x;XZ=f}mqStaK*~!{4U=k>xqqP|-^niL^DkfM%Lx%KS6qv{K zH_xM9kwq%W4>NNm3TZwcH}}gj9eAn9j6YhRcku>CKxX~53RH4}wZc(!lWUMPyjz)| zM82}VXlsdeL3W3wbX2{X1DD~=$wV-n(&In~%f*)b6#AQ&BB4ve_x;AHlu)=wkCQ)OTz`4@pdbGF}`J zh0xc^K%4|f>uU!urSuR18Qqtlc+t@)px$R|D^uwOQu?WU{e*80Y8!uAExPwK)zt$# z1ld;PS{$hk{nX(aJ&)~C+#e3~0V_(p8{4?g8wa4;t^q^7oc_1lA!zG=(0{9mtrDoZ zPY^a66gY!w$RQdV=Dh=G#kcd2_P))hpU>c7O0o07+o_w^NUO!o_w7@|gJs*|d(UK^ z5?!mqI9rki`Z(bFoH1nrUT?_rz>L0N?pA$YbBr7X-`WX-$wFcI9MOV33;(zb#F%;< zcV(flt7U4b8Q`Nqzm3ciI_&4>dK^ZxX(+NFmmi{Z#rf%K;Pxs!+fq{KMpMG;7;b>~ z>?P^y-}S15+`l3h?apABdWdPdXIs=LHu(?3S@d?oQ<0_TA(u%*-w{ahFKjxM{fwdq zJ>Qi}Z8lt#Q(!>ywUu-&9Pver#hGf-c*##Sbm&?+s$_g%P@sk0|hmM!B#JY|lPoK~K z9wUj}53lJ2G2`v;S!c+9&&y)&+E!~!Le@F*mRlNxQbD)qUzr^WNI`2!YH$oy1(Wll zSUEs1!mZ>JNjBuMCy3}kRq2^b1{gj0?FAGJbk5)sUlPv6Vs21}r8?2FvFp{U!HhnU zJi*;Q=}^>SmY(37T*YYF zoQ;#6v;O$Ivk80hsI1DdIxpb_N1!UyDRZ(MB{X1FJAs}#<@fWNs)$W__~V+lGU7|U ziToeJJj%y;%UTmQ_w@dSd^S%cTsgb<@P{6n5Q$MT@&Jd>n&J7KU@J&{gpU-j5TAHd zhcPvqf?*``IPPzus9<|8(J(i&<>wWimoBZmEfTcEXMjz#D)E~uu7s>|#DML?qA#kr zkj#)RZiRSWYkJ90M-M`{{EK*)BiyRPQ^RhZdnj*Etsgir8GEzcZE2X3 zZIze-1G^8t#r1)=dvooZXYKXK04Lr9kt7|%z;j3_~IjD6r}Aw2vH($yAu=ui$H z_rEe+#n6bg!-O>q&$A3W(yMa`d``pC?EG;7 z+I#zhUxreZp`@E17PY6MeDB@D>0&s5i9>P=b8CjL?-Y^;)T*lO$FH_72CShx!_da- zR|p-@Wi@?66~e1)&_9px+aZQPrcoOzrdNHKzsUhr^VadVP8+1{k}aZSCJ^G%>1+Kd z{9itMA!0gWf9x2s)Ziq&m@<&VrEl19GG%3KPeLpta`pQ~Lz z7iE^+A|NEl03rN+O#A&>^kO|@2^E)3YH^iGA4;l+@>qjObWC>c z7^GlLSKv>s_%u5J66!oA!7Bsh=&)RYZ!TSv$!(x8GTzTxhh%Sc*p18AnKUkB+YG$Hm_fhEj`bLNck5}Xnr)VOyISk)&48up%7CKe|6X%LO9%35HOS; z_4K=N$YmL&3h)Gp?9Dj0B2(rYw*ckv3LV7~6+$K*fWk`b#z9Il8&L#~VV&vFNeCw~ z7ovNy@8NHH2clj~4+P{nI8$+PFKz1grCTXpV6w4`>ASDSn#HjX;lQL!MNHlbbw9;K z4j4Md{>A$+-gVYF{&Q9JX&XXN9B)k@wZ>hFqY?Hn6&yNEJuVL4i^B?Ls3Vj()adGg zhL}PqsP_!$+K*51gU;(Wk4pu;gph4yi@8PqJagn~!IOqMWCH-GObdzflVWs@B=@_y zoWHGQ8baujmww+qd}FAT&Ly%BBe#iKEFC4l1IerbOv7lKckH`mKkjGhRJSib$L6Z3 zy8>N6!b8>!RlzQ-RaS9Vuc|mEc4Zwq?r&Avj%~@DXPFS}T@~f@H zm)eIUmPSUd<%j0>Ge4|HpQqv_*%EAyAG?0|gA}*(^h^E*G%BJ)c_q8q^SXm> zm8ow#b4QGtM?G1)xy)(>J8_=S2KXhffvJuTG`~%5Dz`vD4#OfLM(_ml9g`Dff%}&J zChv*E&@2$_8Y}S|;t?%V+zrM4F>j}O^2E|QC!_c7Jf5spL=I%a9{&OKGUJ76<%qoD z{>39!@6L-&C4M=0C%+#fhC*lRXg7rNo^wX~kDYe}C2#av_(2;jJ8rM0I1eFlc1Kgd z`y+AIU5}Q814Tx|Palc{(nGS#5Pwl-J0_pX-_}Q67k;AGsCYe(A#W0ZPGWM^CL}(N zqJM_yEA>rKuZMI6J4FA(2kQ{8W^K}6IJnh@?Gk+XFFwmXDI}Q+JUR~{)ks;A@NVio zJ6b#S5z(#@rJ*Lir7e~~R$!l#G`+fnH}MHa5QAH~_xRxL)!8QN@Xo01>5Z*a>Ucyp zd+1wSh)wn4y%HqL;Y>L|%`*s8;D;WWi&wYo-2zlzrKgs9CsX%B8e`H~7Eb+oNCabM zorJpq_%%~sI!F0ovfln|TfNP_^uYQuOyl6i$WB1_VDB*vjZ{r^?h~0i8wBnvm#C3i ziwd<*+l3$aJSXUEzP+Bm#b8Ye2!3Ai6vIdmnN>CC#mR^c<*)$jGwkL~1Xx_?4_KUR ze_tbBD>3p?nFoatZaZUY=(*Jh%hEj%rOC#*OJvpRiwY)2k&~~c1grZ zQL=@D#gEWjbDkScQ9tTmO%HQ=|28k*UpAsBQGc)`@)V*aumD}33tq205bc#qzH%O;+N>4f@1?g^(?(Pujo^%Na(jg6k zgmg)RG`wTF*4k@7&))mp@Avcjt>Vp`;~ryN*L9x9>1f4Qt}%1D%GN*93t8c)`cd;- zXUi{h-dtou-eJvd!!RI)46F7;!_z%1w+A$zp}muddAISDMfgLWiz8cTNSN)3#!N_( zhR@_>lvowGmMM@SiY%zo+qU^m-og1*4@v@x6-VV|%p*?AcAf&!aBlf$&aKx*6Rq18 z+eWViJH$vSUXC^n=qe!P_{z;72?!93&abpz zDF3$0l$o{%A4A0JghZCuECBft5QYQU|2+2qzda#T=cvwIPj#Jb&)73V#)2n#}n{>@!`>c3)ssAh3nyk5UkMTTp^p3uOGCztrdqiOEqyohF+tyR9ER5L4 zt_eHF&e!-?s|=-@ZSz-coJ5*hnp%Xz-zXj=bwZgbLLfH72)+R{-lE1HA9rB@IB%wV zo~t*AR+t9-nwrW-M!w4V19y`P4rriYpKo@?Q~S)PvG7v!L#!**d`O1^L#DOfMxovg z)ebl(4CL=0ftz~6Xk&^bCNzB5o6fOmqrDozGmy^m*(jc6Y1}UUu}qjO3@e@@Y1pKZ zTEWG8I>16;o;KiNV37DcIO37XX=<0Rc8EJuw?9=S@2&6)hkcY@PnT)4YtI=1v`mLJ z;9&lznd?7>FCS`QGJmATDjP&cP?m+@dAM-fU7y=lR%0;Tt0cr_!pPh5bdYLQVRt{I zURfQ$;zj=qj`I=R=8SM#=q%_w*X$WIV2y{UUZ;xivAkN9NsDASDx16s$JV zd2+#uiHi!&LEoc;%GB3N{RiE5X~`E}lM$jX=~mF&Is>dS{`L7-(dtK<2BLCeER=c1 zioZTr(=d_-$m8zjJlIKxN0%@x-n5l7J{AkG@%@;sMvi5kskkzGMi$-or#74hXv3wL zVcPJ>4lz^jlVGb2hX*B^60dYTtH~m2(( z-u{*~78y28;n*!Z;jdW%%*{6(T4n*NGQqaDKK2dwTUR1^{dchVR)iP25vOutLAKwm z-o38h_IPNlBFc!_zU)I4mSTr$P|69kqFQKUBE2Fe(S^v0E$~fbYZ*tn75zO)0-GJMA z!e(^xPbqqRqSe)8)a;`IRmy0n(A@dfP0;D3602JZj2uC#ZDIsB@p+X!- zO|naY%zN?ZTFnslc&@9G*$jM%V+osyqJ~RlfBK0cd!<@apJuMuR~FnBvo+=pAUw3G z#K7(LPmQ|lI2^$i*z>|a7)=Z}_#p4FtA!AB^OOckgyUzM1`ryseJr29?MJ|Bxz9kN z6Q0a~EpT%(?mrAQ_+kb|uMXV=rom$KCFM>1ROaTF#l z24qbdQ!1ckFPnWID4Eto&x`)O}966?nKBw$TW(d9}?^DigQ`|&Q z+YN7&=~f6u5Gx$JPF}upz2j^aSb9E<+ru{JBL#;IR56eJH|X|ofJiw-FG<$XqeBxD zi3h4b)9h@`BIx@(_m;H&%m4ZX%I|B z^nmH~RJ+cViQ%6O=WY(5bm>wxtIFE6-5a&(i=fwm?F zLW!mc+%lq5-0~W|)Atl)U6Q{=^sAAttB-sm<9Jcl_LMaQB~8T*kfF*Eg|e`>)^W-wV;^--D%`R5V4RL4 z;W@zy1<|K^ceIwQHi=b>t%{|jo0!<~=0_aAZqG?~uMS(HOH`8E0$J@PxE&$K&sA|b zF($@%PO%Qf+y~3v`D+7Xx&=&U&##`V@_hbBEcwg4IIfB^YMYQGs*w5a*Rph#}A2urO@Z`p41^TPY$qKJL z^$4+Ubv;j2!KC}mH(hL~_Q*K{%cQRYgWn4OI-qb_Sb4v(f~CMGY~$!Brh9hbt9qjf z4(^s!$Ag!G?f3{7D3@R|`Ac0j==G4PU!Hg2K~lrz(<~=%rYf%l^4X5_KolB|yar(OmKa9cUKyTfx`+lO6-Cif^`zse;&x?>DPzPY0S;MAtJZ!hihIQ$fDVB{l zL7J=CWlSr*-AXhe4|hWJ47l{x{2b?Pe^qGUp)(vSHkQ7 zl4~iJO4OLTjjMVLoJ8=P06HEL8aeIgV04nbi610c!r!VD#re=MZj9z-cFVaaZ+b4p z8@Gl)g+1HY$XT?l1=+6TUm@7vi*%}8L~|e8$66X2zO_n3Qu}Fr+0x7Yj7W!Pv*55L z9mUK|6bTN>>Hy?$kV_BH&GoV{T60|;KK@$l7YhO8M!e<*auL^`K3M_)Hd1{3bwj}$ zh~P`=(KwsFNugZ;>&b}=y#8sw&Z-~pa^<<9y2=Jyw^M0&kn@781h%iEA0TNEgoPad zO;9J9W3@kX2vWgCIFaOEwbaL1?+f18y`rK160l{T)E~JccX{Zpxn1yjc?@m*Q9~hk zSF>Q2a#_Z=d%yI6TVpL{h&0vCs$X>a+Ab`;H$B`aOoomtq}oF@HzmCKq7az$MnIhI zPt5waleD&bw+LjI+H=CCkfTT4=eE;*)7{qWA;C~+hxc=Dh93;unl-546hYH zf4t2A=wX?%$s=TQ;YoC9dF$od!;T$a#OEZR4%!EV;)CK76URWFh1jT!y=QN$w%MDli9@HgX@y<@BF~|1(scd)hr932pZRBxT!HsPaTtS5 z%nK04k^8pTUH7iYv^CrSrf5wZ1GOuuSm4V0GT99^OMd=gmJCr7T7LH>kF=C?tP?7r zXJXSf*I*RH6k@U>hBOr7Z{(1_%qGfvlAK*x7Q9^|UC4JQ(;{o!ZX&(S?vGjh@U2=} zRn65a{w{L~NmYZ)OeU54V0S*HU3Bq@ZO&7c{q&wkfml8Pfl@_XQO7$( zd46=AcU#%rB$k{b=B`xH)6{IpRSxt)lfID;5ad}VM(x4q7Ob;^n#U2sFo&~iY~MX$-)?7 z_CA50-s$Ez>&`*(W=w`DPlmD4Uw`+${XISzN*4TSQO43n>?)U!JXtJi7LI&A%t5#F z059dI^3W4B;}b`*M>)p{}a}ygEci$hk-=cY5z{`(E6pMhp7HIN-!0A1J!#U zGrv1abiOn%02>XnfwqBr{lk2cL230|E=1oo@G6QzQwD+eXAmdaX9wQ5nQz7ZtgL?F zBVgZ1H`D>!_{b|w7C+Rng#3vocgFl%j({ogNJmICc1=_i-+So>ah(MUcM4P0d>Z~- zP2`e_d>JTbX7ei88JFZO99DeLz3NYV$9ELToDTa7I?;2`N*PU-jvLIxfn0rM97zQd zoTb@pFY^pKbVg#tCr>HpJvyE;NFG2>7|J}Ghr32#5b~lOfRVv2M;WNO`;mNhk7|yI z`R;h)F9^A1Q*+z_R!uQ@j&=LddHf* zU{JkJ+~|td)aPC_$)m+eJcnf%-fQZshzF~I79mju(2T<$MU0WA|GwX+Ne5?%K_^m9 zUn(Qz?CcT}mSjm{V33sOk@A9JvzO5~+8>X?r7u1Q0}4gKH28D?lWrN+nZR=Pu(Sy$ zCMJT#H0eJZR?c|ht*k@|GU8evbYL)D3w4O#qbPWve<4ntwBQigGm+3y3ODHNvu_}Y zf%E*p27f8EUu!Y_h|?$7z6a4(N#J4?OW5WMio{RqP87+DShaQJRmE*t@v;t{@Y_HA8`ib|%fIpFYBZ99zpQ*NAv~Ar8&cu6bq+G^ zxzU3JV!mvR`(c>5#Wi#Cejr~-RfeOdKUGyjSxw3~b*%(IkbZN>H6uPbI`kx(2;v8|a%so!#%DYc}KfOtNi0m=^dvdOETu(UuyWdjX^gCFgF z{s9}2qszV?jD43w2b>n;{B0V~HIg!JJM55qCtMQWkd80e1dFx&>F_vw*6nd0msvjq zYl_1*5}^mYd3wX9k0FzbUp>U@-hel{5DExCEb2aco3A2YqIDP&+C(RYy|!kqQ0E#p zE!AZT;g9TQp|NGlAFzQQsuN{7c`;!UzsWMb`$Po8K*U&@AUr~L>TV;t8BK)gJl0_x za<>+h?x^a3d~3R6SKd>tmOD;!Ln7}t1at=I_(C7M5YLQhSmk4dj6U%_?W6UbWgf@v zsqQ@fZk=}f9e?8&*ANtk_>DmXAA9rWIi?Sr_Ob8*AENLxH{S#JF)q=C=B|)m2$=l6A)lY!?H)$n zGq99CHtBji)&0wCU-6*y%bnyW?{>so#vG9P!f9yb?-UcbNZjGF2xphk24{$V(&bM4 z>AMdqmqZo-y-bz5%{^e5eve9Gnf>?@!0G^v}Wy!)^J!fOL#)GND8&03&?K>8D-MyLDO}eUldm&%4t8 zI{kk*8~#3`g-Rqyq{+Y4jIDj|ZE_-f$kj*usy^eSme+W`HBYS}uB}%|~gzTD&qFwsNzEBdn;ux)!DE zR!{0SzeX9fnTA&}KD_&o)h*%!Mw^Q$cEt$2Ntwse+h$dS8tp5q_w05G>>1zcN8hw; zaepyer99RdQ)g&M=zlb*bMGnJ3rFGt4Xf>ZiAhy##hJae%f>cevmqFgoI?f2y^Qun z5qaKvCi&5XYUYP3oh$`J*j*0r+dZipWG{RTjCV| zaIY)`7OG!)P7*UYD=Z%?Bf(#}2ATYzeMpf9WVf+a!kXJ~=YJYm1PmAMmB2&%{bfYx z=k#Mn(;gEGXrose+}yud6Dg=?RRcsg)6yxXV*_8p@*F5gUJ-|+g<_jOIZn}Ewl?*+ zyljCtwEUdxq@DIjH2gYitGy zd1trs*$ST|XlEuF5`1jY>~g+UNDzq4!??!yERM!u~__B=p{cph|5o5#1|p0oUz zNTN4KpoDoQ8saY=f6QS(aES&vHD3a&9>`uXxmg9wG;4}{4t%gYr zJK$o^=0t5OkYZo>_e3$(432{akwNAU(y6or4m7b@750^xd`3>^L<}=Uc+KPHOI(CR z!vB3%0(M&EyWFg~AzYDrysiZbS>+QvxaA$jK}NYd74RPL#$WYLA1+~;^=)#tB@{l?Wpb>+?&{APGyByK zFmR^u(2P6q;DV~NO}L=qGYdJ~n|ktKiID+n=HFWPdWHD%xtsOjjOnCy`j;*pG0?t6 z>0RmJturZtV#6nm(1J+RVKbJ@%*rL~fAe+!mZ2gs!8(Py(>aso4>-ktn{Lz_qQT?B zeic5`e1^LlLT+|WH_D(o)~5_ULTgJ|)Bp_QNEKBhv@=KXw>mVL^z*R+o666gfTzR1 z9XaoS9=^phPfM{6Jm}WQJeZZlECk?A5?h_45(~_Io8w?~ym8r>Ap|(Fjzl~| zd1kl8oZ4UcGdd|um1IRyGv{7wNjc^Po!B?umvAeW8J%7Exju-1{+DIMEbucBPMQOq z#tE4J!O|L1^X%clju>0E(GkBQS{U@}Ll&~A(c z`(jQ{8Uhd1i`U*|#6-(0Vn_KaRA#2;MH*8dde*`(x$~R}Kh`U2sBLm$&~dN@T}Eb= zO@|0AeYGws{mgkmBhZ4@RlAd)R8~Tp&ng%KVUZ$;pELH?rGo3i5b1o>>0-adl|@ZD zQlw0ExyIxz6%Y_$blpOy+L1zV9|3;$=$NRjo`B5+iM10TPq1I3=uUwUousj`F|(mm zj&=)w3ln%tl991v147y$;~3%h4@W@_Ut}>|&ThT%2|5vzVEFHE)PEZyNaBIsoi5%? zLQ+c*@RX@pSYm+Z|EKbsRRq@;1#$^Hi5OjVMN!oNt)kYSX4TiHnzMcL17aT1UqwSh)uszH@<>AuoIeFf z%E=7DuiWYv83?kT?o2D7GnJH-qy(=aMw*C`+wvu!l8@NF+q&3`oHsAX5Fam4DCqB( ze#DM3@YUr@?LFj@++6>IPu5b3qr|S{j$Yqm@!c)75WKBV&*N~djtyp#{>f4#s`t00 zC|*OvPF8Y9w53~HJmWG$$~HuPpcsTzHfp9lSZ8q0eB@NhI=KQs)cN*bxr4y_Bra>k z77$GSUqB)sB1qA>>9*ee?5Htvwr<{i35Q{_(jB4O#|(1#NMVp05!GlnlC7;RhXICq zB(iC+BB_=;PEl~5#>T}3xOrcWXNhKg5mpDzkIl=w+r>MqF!HL$xT-c0m0Xu;i`U`} zSgyddVQlw}m=bxXP~;)XhN9X_f=yhbp$v_zK( z5+Cd+uw3NKFMllDjd{T#>siQnbg2FV1F8Fl^gz=tB3s0#=RNlr_&%*7g=`FW!|TC( zMwp$n}YiEN0Bf+&##v_js#p9!#a9;R4?Hu@{Ps_*q-O^(&^^#FSg|s4BQJ&{9i7a z1gZZdFZlb_{vZdN{l0Xac`&}UQ{F7E0z+jqEd>&a;+Nk5o1_0}o(+{DfzG0op^|e7{osi`q=UVO)-{q~k^Y@@!8XFl*zz;_RqgNr-5 z5hj7E3^gW)uQ(EaTW4P6iqcanDZ0fwz4b34*J{IdbKGR{e<*jQCoR1rd-JuaKR!4h zoT=pm^9HmT^I6_>2iyJeB>(QL{OcSR0_+vQVs<(Oo;R6-EH55#)+j3~#y~X@22>Y} zI)gD_mjw_|fq5~c{pGV`d<|-VM>N>V6@yUarrg1}tAO*t85wHOtMt2H^=*?YOR4Ch zrQg0mmYzz)dYwFe31^z&hzqmDDFJ{AI6yjThd|s4-xPd3IpCt^g4n+CU%TJ8fDZmF zd0O5tvH&Z)Qplm>Cp?3w8H8)`! z9Mk^lO8b@a)8Qtr?}-qT{8>;7!lXf8IW3|V=i}BUK4MqCiSm5km;1_;FPr(hD0m99 zKPJA7;b&U~-(Q@*k(*+QY6$8Gz*tSQZp{X%A^j9>QEFExXP_B^!_OxJH4C=` zoCJaSZJ_T};W0YB*c*0%US6{<17U4mXaQ)G+HkJdDz{Yt_|GZp_Bvho;Tvpj3AXM& zX#eS{#2w6I!oCGafT!)F+vl8#l`xjAAfQ5$-_o8DCmfoedPUx0Mhim zW0gTFMYN+pigg(G4&dyCL&NS6Z9E&@&#aPMYLM;j)`#RMTve|laEec+Az!t=WnDn) z-FEZaDGh!WT_jT&WS4KVZshy?VfCq#53TwhIcb-cc-^Qmg?06EtZq1~U`fzhGS~Q& z$a?!Dx>fhm(X+d05R(lvqli~Garyn%D^{J~Z=Z)W6UdETURg;q4@bamShCeaZ-?uC z6UF~xZn#gR?YxVr^Zz4gd@9N457794%>NZM4!u12e*%r)>;}=J#imji=H=%0nkB*J zkED_w!Tw@lU{X0r$&XES!%hcL2zS=BiQRP^4c73^;L^<;`>1nqa_O}1ADOI7@d}%^ ztY~z=?UChJaDY-QyIrNc-PK3@_;<3D^I zr*0T#mS(vt7QbE(37cNAq!h(Fng|w`jRdQ!*2YIKu;UT}O)Uc5QDOEsDa=r2f4 zwdi?w|NhmWU!9M9@+pQW4gIq>1}C5x={UmHb$DNR0_^5t0a!WxAZ9ZjYNVvDE&+Im zFB(L@e04{+%JevrVrBe5uhSI2YIp*S8KN9J(-nBUX~r4i>Vn@6QGr{kO%~UPIlXs& zgf%Ktn8gNI-NIVi^PV_u=6KQ{=qutkm(3dk>HbGFU^nh~i%Z}1nH3iou95^noxc_L z!Tb(;X2}#FQ;+b(q32}+irY6oG$F`qpelpF4eggFF0(3=a+v%A?C6*|+q7xSGF$fLn@WEW$TOw`UY2<7^LcWK ziAgAWI{pU(Mcn`0K;fcXs0mR@<#jI4BZH;IviU_N`2DfCorw<8eK?5b25cAQWM#3> zN}LMj{K(q+!A>1ziodrARSC9$lZk+4ask~z8-wY$Eo%`GxTUzHBnfcNVh#7O?{cEW z?gR6WLoCaQy65vg0WJPwzQx^e#K{f36V!D84jPZVRjZT`0Op47whS2QdGHD-s)I@B zXV%OTr949>VYv`?m`cPU?u8{+Jnc({k$hFJ6)Oa9YKxQHTN6{!sB%pnsY;`AYM2ncJQl`KS9J=< zRN_$*c`M=U_{uADp*kd5tHv~<=hxC-5ONkYs{dN$kKm&JhC9Q?O4u^r;Il z*r5VJgf(zIsCTUeZ1d9HdSc7GSIWCx9HL~5gr4t$d_g8W2WfgvfzXr3w7^s zyg^D*t$M4|;z;n9ZdyvVi9;{S;J*Y5E)VVrf>7J(|+N@fuqxi1~>comq6}9 zpY6vUxG}x-<*R9Rul}J7jyJ%VDwdhdXucJAmNX~7sieL(=MxQpBP4n_yNg1363$8$ zF@gmRo%wS2hp^EUJAa_;;WA|KB`VaeQSsG<-uaN!66kz)9~?yf>)!hx@5D8Ru;!jH zo^w|yPE#G^N9>f8w2Vx^PBXZv?reR#kJfJG6rGc+UvN~e)9ioMs+c3b^;^OpEJlDt zkLNpwpiT#EI0Y66-TE4Ysw6=;6e(L$vQk%2pbV#W$!_2JIHqokh^jiu=9e(mPB!=>%I zO8t(G=5Qv0?s8S>Yy!KuyyEWerzfHZj_T}fn%y`SiLXESpb}n)0UpF1oL9+5i!1t) zDqL;#=_X4>XAsL|b)lxNF03;RSGeidr2i!lZcJEOB*EOi@=k76;qo(^Ayirarnj~ zgoK=R%hgKJ%sZ60c3GsAuBQwX3Kqw44HLP5eunI1kCDFSew9BjEmf2vQZb3Lekq5#^CepU?!jf5|9|Uv_+XeJz@QH} za}-6(Ab@W(kkIPG*Nj~qm0q1|Nv82+ysyUGHp86ypM5?!(Y?XI!L5gKu{rN)8(eI` z#3AKpt7M4|Y*ag{{N=hWsj$gbsYUj#4Hhghc_y|ew-${an;-a3>r~qj615Z=h*#Mg zDEvQnKx&Xnv+ry5g3@f?*>)F5haz8|675vq2AddL^hw0$#Zhmqxt>TayF1=kXWej|2G8bCjiGbKnNu^4ibDo)@Y^fD@X{A8J z%iqF$66P&A3Yak80dUcu{^p`nQ3bzY_Yw=$U#r<|7q}Z@Z2YFE!~=>mexAUk*6I z^Asn7b$~cVK6beDsm%;U+w9dUL{j_wTxsjh%6ng+*b4Vq$RPu*M%uc&7ogX_5)TmtNFXp z7!%cqy>v0>@UeNrTi5xAnx5b8J}OtkX$lLyDigOF<4bzs@KXkIT|z_mp$T)|PF1$_ z768-7kzZS-Vtp5;n+sr{nB*Logp|Zp8}joAmumP?Bl#c*P{CnZQc!%`5X{`T?c6;c zvUC(nWJ12T9^g%|ak5$0;)K!#Jwjq>Q?M;N5)g62QS@vpiI1o$2JgOC19S9@D_-NBA*viu4FC7W(9#T@|DVmR3%{GfK zeqNH2#~Ugtvb@!k&&#kHUwWH)(t<)+>;#>($5M97bp>S}~QUhz2P zHm-=HNUpz|5g+(PWEOY8KBXG!lOBhAdcg%9 z&AJQZ##RKkpPehAr|fIW&S9=Nz^B8oelUQM213>bNSYyIfIvT+dK8lRdES1#J?pTHrO175*v2IJ7qTZ8d&5a&Z8(;xY8DC1T z*e*n`LnJ&vl{cB1WmY*4wNy?}# zvN$XwoCUubC-zBlXXx}l@F)JhgP=1YvFn{i;toO3nBd*crl?ku z7_`=LB2l*TyPn-&RsgxRh2GxtEvejAK&`TjsaE?_w289a$PI+E>R@VCn>^{WgE7<- zPT8?D;RS zP@)Tis>^EAQ=atart<$9erl28q*j5+>X_u{h$B~yNf_#A;eIG3r*_X+Ba?kTA?g$A z8OHF#MjPV7@{W!UAt|_SURMG5<7>1+pG1=6jkLHU<5UnsJDQ-bOT)AU)2D%yioS+K zDy#2drUDCPCU~uYx{uy+BUdWlFs|CqIOWoOpejc+mj^h@mJa)Ckq)0Kn)$G0K z7&b|NytVIf_+PToXn&5pp^j*JP36Bke}M7sYSlFxB+-U|q^iug)%3vs+T(f|CS;lR zPJ_@Q`46nRE5NF6jBSBR5nHONy4t+MADOigN>Axb_k}DrLq%OZ><2(Q%!q|S0V=A? z<~LS-`7f;cqi$B5et=ak=|$l6S66$fG4BdwJYq@>jGc_mC9)Yjs*s7Qz=54uOiziX zikHnadYGdyg}uQOk*RQ#lEtT1ZUa z_6aV-K@1AL?@^7zb@-eB{EnI$cZIXU(>W<{#`UKxq+WM7XXBv8fwz5hLD~~Zlml=zVfH)I07PZB z+!@l5HwF-ua$>1;oaiObT~{$?TRod&JV4dt0Kx=*BP_xHfE$L8>>uO-l2OHZ>ZyRc zhDFC=R1C(X%6@>`M~Q*N^PI<_m-^{0!cq~?J~#k0K!})qXMu%Uq&~r8-ZM^svI2a? z$e11vzkn>z{Z0{5at95nfB?dpi%`09^uD=xv^hKmO$u$A4uo+)V)NH30}uV^H*8%; z%{H`+Bdg7#Mh^3r{?`4oNm|IzpMFdry2epkqi)|$P|ye^9H|UB zudXN!7g$&{a{O`R`+%B7zCPNqX}u1exa8CImzS5rdo5G?J=5U3k@M^x#NL8o*7Hop z;<>{*UDqmKolJ&th8#|E-hM;lHG>GwuhZyv4E!h6UWo|xjb`>acvVV9_J$ur1gt^Y`Xek&Vsd)T$KD4 zm**YZ#H9&KH}~l{Y}SlDaf?4isW?bz{ys4aZb*~QavED-XMn_j^&5++>aw=QQ8n~3 zmO7u$Jk%64G<_w+Z9v!rBh-a*)$7S$rZrk#*TMKk!E}HbT>v;e-Om{QTJq`m_U|KbosuaBerE`|u!he=$cOr$Bjl$yBjG_e)V_ zYvdTKqtfMVL<}YSlN266W<1&Q{o1%%a;%)VJPmo*@0tEs!)@Ej_ z#OMcqj}`yTT^e@JHbVrOl~OgkI0Kz+Alt;7HH>-J8%=6xU@=*&TH{zEpBl|uY#av_ z^6NXmkMNHz!GQjF`fvjz0_Opy`+(6oc`lQm(Qk99TML%tkY_&&1e2O@Uk#DDJNlZOzONHRo zAVH}5wGcI8>^B-!Kv}ON$_;(hb7CYnuhwQo4&sE-tTOM8>i15Z_f9SzPTQbsw9c17 zOU6?d7$fKh_{ z+U@@OS!7fCHu2segM*^$ZNt`G)!n(fm9&K|E5iwER$7H|n=t-CI~T6sq2Mi5DX5)) z?JqKQcua0#dvosM;Lv%^L|}UAbU7Ru#xnMFC_OW`Q?Q;2Wb8{};^zSiSW~oo4W9FPpUIoA$Pv zu*L#9$m`=T|B1HFod8C0D464*aNA=KQ{riuebCrRJR?;kq`VAaPuG>JVtbD-pZogRh8m> zJ3;*$x86ZHI;Q&eO@=>I1KwoosI4UanUQD~#kzlaUZuwc?BX{$F{xAx9}0#BX&cn68T6+@rT^Ub&t zizk(iyv}6=TQL*e;IT#5XUWYCidq@QC%jiq71%oqp2@|LuFadr(l*y*q$O?ZR?xl{ zLmgvV$x`jSlgyv0I$e7}!Dz+wGZ!YBrSO5>}imEMB+%dkc;2i|=;P_zv#LB{K^fd4sTt_fE%KYG^4;vnL>-7ZqTu z!*8!Q1jjE=Z>5Z?p8O9j2+1sl*?|4&Xe9s6|4sp{L4aTWE<)b$WHjuaQcc3c6Kcjf!%gX0Y)fDMJ6HavJR*+2 z#4u4O@n@Sq$B{y-==zvytI+k-U{F~OGyneQBVD|-LxS8RSty+n15gB+S9x!q}sKWtp z9qfx^ogr9TAd%}MaBy>kZQT3)ya2ck@Ih&I_V&Mv%RhkYJO3(%{pVk9mLAB#-&WTr z65=BH0#Q?Blk@&w!cQje3lt)Lw+XsZ25pC(sfc{}4BFHqV8h3kYg!Ja>%0IN8PtM; zi%9jnTdC=y?|GeaF#(qYql6(;Aba+2>1mFfF9vG?Y&tc}u~bTB0Qyv3a(ohcr@ zx34cd>w1++1p<*=-zZZeO;5&nE%bpu!W3KIyfPQ;qG-T2JOU8rnzBK^RBYY%?ucq_ zUBMK?y=lIzsSKYOgzLPD&H~=?5yN+|Do-wjHNfp;Qy4H!-?8vFEGJ6ngP2wj0JWFb z3rehY$05AGn;!q#0owyJ!bIM=S%-4sn@x%M^mN%UJSNm{^0^2pRDc$d3q+nET_*=z zk>Cfvk0IyFrHPxHo9n*)1cHc3NezK?HsBWUzK2UJj}cyQWx1{s*uRDh!_1SQB~Vnj z0)$pMAm0@o_kj__(y~+!=sD*EPTF2Qblqyum&g?E+)hXpQGfhY@)eI`Zg?krOnG^> zFKWE{$beS;Xn)5SU01eRcGI(MDbrt@@-sAj;+HMPYbPD+Wi`6wuG}&2zqfwy+(}e= zmuD>k`Sn@3@NRXWFD_X;FUWZ`wccwjcN3bYI9g!ecF2BkVnJOSCm&l(J)^)Ykfjjh z1sRoX`}j$<=B@8SU7X2n>hkgg@xH1UZ(*GgC&$z@JDuLc&bL$5vCWUOlg}xNEBK@n zu38fmha#ah3EzyVU6pvl8k$1MifQL$PmP08^CDDyly7!8bYz?v@!saGWs0*@Zo7yV z%T2lY-Lz;8SoB#WoWa=Zs!*@57~kBN+{D z1Tbb;PR%=Rj6DQN2qh(@|Dl>pX#ajd&vAB}GVM8US&Q@jg2SY$`lu9DhNzU36q(kW zH{=Px$@%3jSm!`&gvDINYgevp`3m%X?M=wuzU~u+)l~LDFrx(u`jVL*O&NZ?T z3H-cS)ae%6F7#_t&fsy_6oNu#0Oa_{g^!FdGYh|>LZ>+qaCw(%3WE#Mxb5?QEegm_ zT!D(_WwYS<{&ax?F_6Ps;~d*yAV$;u2dtMSlJ8V?)ttz^+Mc(+g{LftSiu)wr4$(e z^3Cr4%knF9}w9y902#x3^a{|3loQSetx!>4b3cRg2uc>#k_lCBuEIl3eQQ5Pme>3&aTq79fe7^q$ z=*Bglp%%2^Js%F*P~+~>%lnmeds5)XM}DmD5qxJ!ayRd`Q`Rv*2ex9mobMB(G?`^B zf)dO5zSN)(p~kc1kF^OR*s_D3yHR6K))n(~M-eNqu&}`Lkc3N5^R5AG9hm|@I32A$ zur5wPKqK1orS-y3Itvy5yR){tJb!pkEF7e8Gkf-68er|4d2HLsd+$s!|1fkF<)3%{e=b1HSilH*(r~2yHWUQ;xs3*U zUi})4;9Q{ox-`qg$*KNxD$g{U%&IgHcm=y-SNKaCp?C?72~PYHoYLUS7Yb?58es}WE2G2YZ7 zcg}o~|8Sp(cVsva%~7v<1R&wAY#>O1uM_X%)66sIK8m+8>G;LQ0p{(?{kRvAzryA=ed- zb(jCp8QFql+Y{Ns&_M=cwCA2IyZ!zQkZ^r%B1~cMG#H~D5tBQ32R7KB7*LY5cskwt z%m314*1RAjU~YC+6MVJxB03)5`r}qqzyf%(9F6-Jb7-fcO@6=is+`&xG%x*RA7Hiv z__`2G^(R?+6{xa>go`_La{-*P`2f9%90tMg@2o2Zbx-E)d5_>DxX^cSs1E-3dikS4 zq~s_}{{3~Bcc1T&(I=tQjLLAyl}rpXZq-qXuS0VN$j-wLWrj2P5zJAI=ppwa)W{Mq zboE!rOWjlUGq^K{|I;;x#0@5EIhjL|NY$UFd~pg*t0*j#gp~QM(R#CjVZ~DxL;r82 zK{Zb0N*EYP-(P<-MfD;>AjcD=?FVe^~ho`1dMCd`P5kNhn2 zLj+J-cEIy$Q|Wj71k+cl8t?vini}VQT{qB^Ymt86YI6#;-;l33c+T$@+&29 z8}h{_yNQb%sC9jbRgfL5zkDcHG}>R8>UanvxQ_yYyFtT3SqdPy7c`2t_s}EK(r#Ta zXaS_j(iisn0KzETFbXE~y+>tLuhKqynGd{lGwXn0aFA8Uy}=8Zs&R$QGnvS#&Wr>P7DoVV0 zMWp(FD0}O;EYr2?Ul5c|0coVWq#LADkOrlZ?oKJ`4v`e31f;vWkwzNn?(X-zojtQ> zKl_>Y{r&#sqciG#-Pd`X>saf%%&cHRk6RR#`J+x}{Iznc8uBpSqGocv7q$kL0X>-b z8=x}AN?FaVYEh9cnN`6}?f!hI{i%iRmO$zUA}S*o&}?Z~7%ZjIL_;cNrgVOr$p%pXSC3j$l< zR-VS8BiQn!!RH7*a#u(BfR9&$( zITVP<)bN^ZzISTS^Z^juA-k$YnVRks<2#juPh{hTrdo`NZ2e>#=|_fVmIq zO`Ztd{f4<;5ft+`;RX;HPt4XVWqyJ8;lIem)4_J9hCS&as)dpvp!s>BU{0MGO2+Z6DL5j#M$U`%cc z?faaS>cZYZ?R}ge8;IUrY)+3L;9jm)SLb^yp7^pYk!d_rQ=n_Q1=C)hq$mS5Nes)| z{vFi@iHIib1Jt2=3YTqW(Dq`pw{kso+;uxbaxu$ySpxx{tp~}-MHM-@@J%fecfEJ0 zWq^H(ePAtue*fRMmOn;yT*%lh#%Tco43kdevrMIHamg$mw>AmuZ`)&*iSjdfTu#Ho6pcG1+XAAf61rKz>J-V?xOFf* zM_CtWQrol*IB+p_NE~IPa)1&@dyOw$$JLv}8i&Ce(`X0bw@0g7DVHmBll@CtF{5K! zR#9P~Fv`K*0yf_?*mUdckNT+P-$s95W4m69+8tCPGFRhoI@eLsKTMRosmsRs08F(nF*-rOB{Gqphq zd)vGXX&~-fJ}e0|M`of!3i)fQ`%kYxxah{aDFl7#QU|^kT=$YSq{zvlgF91`Zk;Lplhi zz-@{W?zU$CXK^}Q*QK;HK;wP7;YHK%rO=0LRzBVcX`o7alf-2ptAf3{eM6U9P~Z;# zz>2?bRJNuUKmoyHlMP-x;?Y}xOWq@Q)xh!wuQVvim>`OIwvU-}HgP`g5dxIm_&(dO zw;rCG%ck*Zpz$49Jfe|7NVBd{17X)#;V#8W!RNSF{{Q=O5-9C1Lu{3PPpa1`eW?S2 z1?ZpY_{j}byG%+$*LY=I&NJh5E0D~b$sYs((MDT;|vIddSbBCAxFOWCXs<+7tz|72( zt%X8ZP?XVmRUdA+6WSofA>MHm+cbl+v%>}q$7H_^$4KOlA%Tq!&ReEdmhFA*UCSkbxojoS*r*R*B%m#QO z#o6buoptiWaxA4RNjqJdv=hIX?s3B}0!H1Ob1uWk0n`0$A{9mSA$JZYDvw!k zoYwx7?ycJ7^JRX2RBV_dBC-0H74I1(Rlseao~ss!868v5mYr>gHc%P3dp^L3Ck9$Y zas&s`1$Dwqe;GejZP0CmPbdX}dtYSjR~o&nOAR_L1(lKSmG@n1Am2eNFQ&3auxe%f zersv5SQMFVSaX&)`Vg%KsWb^CC#2IE$oOH)%RiPInI|xk~tC-D}ih< z^S=s%vJJmMYQ2klNVN@T&63oQcD*I{4(;*dIlO@r7m^p@K07;W+s3)ZUSLneFQvmz zz-5UL<7LtD_wqf$U-uT`5b>&S`lT$vxu%fJAs3cD@ zN()8lIq!rg+a><@>&O>=NYGf-;S;gvsUo1e7qU{8fJO}}Y-hbzNJtiaqy!;A3J=an z5?BYJ)#%g-x;qH5-|4unVWHmxJw2GL>6biOEW-mBuERXUSC24jXYpd)qtZc3p1u;= znXcN4Ic5z8Q-Yy^pd_ZgOTOLGGRi7$%t&h`d!q0=0FCw^umH3b1 z@@m&Vd}ukFGIPfvBK6tYsfupzn3xf}l9pzib9yKxd$&u1m zv)>M;9y0t_DMvLcmYzAM1Wl-`F({uHo_}=-_fUD;AVEe$m>riD{S3dj{#_Wy{QPz- zOHukC=Ifd$Pr+@WXjIr&-F34iygi4m^ z`&`7hjv#M=T2X@^W+}=2og!UeQY2X@E(-OjuSn8WvZ*cC8A-0_rY;)d$OaE=JUY?mY7xAjjMfAIubC(6D zL%Lo}Cb_X2k4Jk0q*I=1_NZ(<c8~B($mr;n(e*(z%fVOZuE_b z6dSGwO(zRA4r)2-Gt!DowF!K;JD#Ck0T3JoP1h07_MaUg1-4+7yY4zo8-0SW_H_}E zvg-w6W0*cV>M?)Yz*QK`OmIaSd9Y>+zCAq&@6zMZR9S-`xps`*+Eb4n={E}syRY32 zL2{r$Y^--cOoGKV2bgYuuU&EA1~AXE!)ymmfh`pV4!%TA{=DS_6?HTmn+=5M6HTiS zXc{GbV(Mm(gD27(bY5rM6Tbdfo8Ad#51c;(kr8cj8DX25<|J+xg$X+3yrb5R{@xY) zH?i7;>9;3$errhZVQv^Z*3NDjpoX#}Sx{puIm%&p^1w(Z&i3?wWILSP~)#Mb1R0V#tlPZc8^GQw22bg z+=D){SD^3oS!{{T1Y8+`6Yc`IGz$c)Cv#Y`I@LT$vWdSG?PsA8h+vJyXdKtDJw&q{ zak73A)Boi3E0B$TbKmX0SKm|$xz1{OG)PeGjjP5hDT(83b1t#|=Dxe#5pDA>DUHls z!no@zu<4>>=3e-8J-Opd8MS=I4yw1-7K-7s=p|(voCSlQH2RIa$WFGRC~>ijjTf?a zJ(F-8&F4nii1DXrmtkjB&DG*+Kv(o-~0!9YzsaiUO zP7tqg=_>pbYySuM-3fr-yZ!>dPe}p8_qOTa3NCNTZGafGclzya)@!?A}DkGf?* z3j#cSPdDjW;1zqAjX5RN8=QmBW8_k%WBGK!B!-ocgc&i3&Nm^g*gCpo?|Mmf26a~%d@WvZ#3AGoYFU^Z;+8Pl10N*6_)1+EKt{m% zC>KehTX zt+JGTz~|qwS~TH_WAl^-(M7L}D73XiTt6NXgT@;-EBZ-1QfR?&6;#H?I!PW*?;?Ld zPz#FM%kQx)MHie zb-Is9qfJ*?CWC?gtQDF`yRgOWX%|roT#@ozO!aq572F~9lP7fvlMc*XuIr!QTg3Kv zzOgq1?&NI~@SwgFm;XWL(=7eq0BG=*$fq7rTM!!j5CX21v+~wM>$bI8GdDfPifjDM zTGd11?CODbrAPIUw>OVJE6QYeHg6%&ycSp#dE$5~s_(<(SZ$<`5MRXv!Cq*isV5?c zD_>J>Hv!{Km@CvKS-PN2EZok>Xi^LlVhZcK`{MIl_ljG=0DNwBs1qaCSqmTOoYoxn z0>JH0sV?c_t$o4`i(So}^XLlsvRJ3snlc84{^Vv+>hmOc>X~JjQnJ;dh|kt@Jf^9>+S=o4f0U{AcTs?)%b3dhr3_^Cquu!H*){vw2Vv>* zD%e$l0rn(s9jj}<)HH&wzpcdo7R;$If;@lH`;2qK^FYVb_eG5b_ICnwUVIj)p!t$S z(YTz85pwQtCY(pq?W?Q7_;9*M@Vo>N?>n4uOAKN~3_(DuTPxhmmW*La%Iax6<4l`c zk+$isZbdm8hUInLL~dSw686CigTP5{iac&Gyo0_f<#z_2(ZZgQ)bh;;#X9^#!Qxq= z0@Ryo@{z(19M50BQIw^@ogTOB!HtWG6VDc_H$A{heY6bx-wZ|HESmDr7+$lDn;DW0 zzBCi*Zh~Rekkf#gh~G@e)Yo_PReY5y&lQ55>Ni4G<+uMtwKD8u-Lp1Gr)YM}&G zA-fD3ER@|-2ND$_fp8FnX==aePwydIyC0qE{QRAy*QJ&OXFwzo*q<3H+VUwn_`F)! z=N>KEb`!Rp!7m(3;$J&wGtV@xrQ0sBrME!^P;zZFvP9}6>#Tt{05Mc=fr~u)WF$F}%?PZI zSiUY84t%L!d>_=)e$vmSWP>7O*==uUCA1#7PB!zz4s{`wB(NnD<41XU zIqZu*zNVP0o&5au2X0+qMAESu)0c0h zkYs1+@s6s?(1+JdVpXsSpI0yCy8@Q;G`-ja1zAuZlVZc{`vW&M9-C;1kTF$E80Cr( zG?MD^$qBpx@~NOH_n2l*gHHY(@kyv^w1J9!4ZWcD-JmwkKNgl@fx@!N7~Vj59oc1F z--8$##-q{e^oQGA;f5G=b#3rQw0K6j+J|+{W|oi`MsGtrGSVkmk3N$=oNB9BG-DKWNhJtFYry6vc*`-BFc~3A@4GbQuta56+ z3Y8gui^t|$I3b>uA!=Q0X1~lgsME^Q-M$@(S@t@oRcc}ZO7%aT_$tV=JHV?sGP#{@ zxl97>=eanI9yhR^h{LRx+C{_CuKjV$Ufnec`l8Av*8sc;;}I#>k5}D$tTGOP37Fgi zkaQ^Kw$mI&rSugqK==s+O(s-XrvHt3VAidXTBY?UelvH^>`yo%i`bzfWbh!7x z+BI(=5!#$Ln#!S894TjxRNE&Iy0`^@Q@DTA;%f$EJ4Cb&>AUZ=E6w7Q^KaKdwkDxI zQ}LG-b~5~n68&n>r1oW^!x*-P+L1I5b+uU62=tY=!BQ4xPXlVa^Ml$RYHQV}lYi>W zL-$!PX!%}>wI{T((CB#F31Wgtm8x|NEE2k`IUseZuQW*zaRQP(p(N@PWteD!CCSfX z%cm^gQzZ(;tkLT<&C#WTxs))&>FO0Br89Qld~TUX)Q>_&fH$}b3Q&;E)OR+ertBIp z(i&Q8tDbiAxzmz8NlbF6{UQekn3bELh#tqZO znw?JxYJEp8DR+yH`c_|9P+(#=KlQp$3nxtBSUr?PA!$FqOhYsg`fwo%@xmvcnw}mh zj$F4P_Ck^Qp#B4b3HXWuofFefnA z(LAHP=jb(@8z_0lT{+c>SeV8+4xuP+jN7RfD zlktu$pt*zn_3wjzt$;ug=b95+%oAi#P{qBenmXyIQ;|$Y#2`sU)A!I{xpZ+PTG?z9VJFkYM}O3Y)-&2F?Y=i;!;3`P4e2(gHycgN46^zTVGg4HBVwzask7CHx5nC7=W3%9Wtnv)!0NwU#vBBp{ z-m{t){uJQmWs#Zj6|y($auwCyi%x}P0R$*wLCJcE0vH=8KCgT|Yhcr%B6K7eDfk>> zOBhQdko&6K1|}-*H$se807ms_1PDmBenAM9Uwk z2pHAkLQP+w*__>lL2(jgmA{Jt{n1!i8tWMb9zAuf~5n8U`s%Vo!CSIiV zi_96PE8e!YJSIgjYHS{?USI?tHT2yfR6W4p4b{^?1`YW8rt9G1L%sHoBj9cUD+~jZ zyqHLjanncEE-cgn(DEVxEzf`c{?}C({`GT$tW{yZQ)CQ8Z2G9z^#b|l3RgNxR=&Qo zzd&|UVVtSG>GoJg%Tq|yHE--owXdKgQ6il1Zy_q5+!`EyPU#X{3&&a?0^tP_6$Z=cGO;)#PU7dX56+oilJ9?IY0J0&!<0+`GexRO zSDTzD+9|?B=>Z6W-eZ7f&_Q08B3i-mn7qKes8(FoW#0SY&L5sw_6e!rDoA-%xE$%* zTHUqn&je#qA&`#z5#})GUiDm!mguqQgfGIC=RZ>hgn3Ae<2PX*{E|v+{B!f&xeluq zz!eK&toa39`f8d-aYqJT)?*PcfAwR|L8=%FTW5HkuBfI>4ZC?M5v^%6Gql5>vatJu zvR|)+I=Rm;ucWu|mkfniqG=Nayl-C`qCx2M?*M&XTNVj@&UF{f^K4me znGZuJ|9bc8o`3tL8_yYm7q;UzdkWsp4mHCYs=eLCOGR?!^L#R4GDQkUT*@~6r4=~9Tj9SH|dvS$(r(dxZ$W6~!fB9F8qad15i3;dv+bT_7OxfoHSv8`l zj;R7kw20DqMVUz$JXuOgs(A4h{6da_Ne6if2V((zTfNF!no=}xc`*tN*~cf}IHt+( z#<(dHF=ns+*c!iD^-}h%NWt6Qrm2;|lv2nsHGrQQJ+cf>`Ucu z9>dw2EWUM~r;s!n#+jtirFj;btuI{siYq6$Pn;~$+z;{ur$4$?i$>gcNn7zw zQW07x7a03)D&jZ~2D6gKda8A#o$PS*CGy5pBtP^DA3?oD zL`!yAKL(kcezzi14y%l&?T~IGx}o|K!X= zPuGPW0g4`0C}*Nghd;5TI#)NqjCozu8?W&oN7YX&COkXgZd+y7j*|2d7{&#x`3ull zEhX=(c@%wRqg`egOj4uQhK@*(_#rN~V%X;=8BFjYLO7$11|c&u>gDqlGZw~2U9m3z@x zUjN$ColyKijF~J{dUQ=inX@(VqHP&%zY$L9O-%qTs^zd(0rIo-7z*%rEvBE6oq)yn zm?YkjVp-nqYwVR2_YcKXxqGWD3@bCKc-8bZ39IC}aDLzBCo)O(GnGnZ`+W_RHlCUZkJuHVwcb73Q#xnR{K2JJjQra{g3(;}(>&b*Mwt zeMPRF;etCb{6)fmlQCzrP;5dp#MP*S;Z88HF)S%}IWqX@OrKE(-@FU~E2`3&1UGkOaMAx;=PeNx0aUhNp>t(B}KNF$?77kE+-0-NN0?E~F$SZ8Sy4vrejO0XL+7F@lfB^#5@*W5MXN z`O4wHZL)k@Z88tfb7ioapwt}VH|_^3Mo-=*7WW2HZkqTymJums-9AY^=@%!H70)34 zw!_pFL|1jQHuZ7Glf^K|fT>R?4Vq8LwpSu`l$OkT7Ow3mn#{HE<{f&%dc>cBocg~4 zIn`7ep54QV#DdgiY9`p_s(jAjvza1E#Rfxqc(qgs5&Q2B%I5%>ob5a_uyMIL#Tzjm zYpVVc8b#n`A8`u@ve7w3$JFtA zm&J>xOJQL$KeA5m-!$e^FC6CltZWWVJQWR*lm2quwmx)P!?+da*+&A6Ua;9*hab%~ zXr}6^XkV64iK19^ev>b#WEH-=vjXRT;~8l7n>ydnz}LSX{$Nt!nb}lc`{&oJZJfUT7ADnFjQZwv$QK%g9Awe zZ8YyH_(a%r!y@{ip{+0iM3Rt3+%gciRH1u}^uhTirSeJJF1UmQS?PxyCu|jp2hes$ znY@k=71)un>r{Anv&_D~nB&L7PJQ%<9T2X)NN94DrOe1(qnno)3$|C&>gktk*94ArwY9m_# zaS}9WRZ`V2rvyV_Zf$+>=#xANV@qmmMHH5H@JMuWcY8)7YIMg5Sh;+G$D|B;!gqhU z@}hJcQmo^0^t{*Dn7Nv%oe+~{}DP6;uR)oO09@Zo)&@Ar8)qc!+5jq zHkFFqD2u&oI;h1Ej1A8#+9gc0-fdp#XBtip)&-<`!du5}9-3Dnoap^D0_imi6RSPA>DYGvLpzm7n| zDHC0$=`ZsEhh+(@*#_;uovke>P(-M+8Os9nqb`u~rOomN{C_;{KK7m7Oup+jk>nkVxLRe3Z~$9+C~TlEl5rw z^W$hf+<1oyGqmWxgG*HH|H|Y1cQynH?N{yfqer%E|0Br+nhnH2lKmQ76eFWIT#N>9j#Y}yb#QFIy`^TPX%Di> z`<_*2a1(A`O_es_^-jY)vLyK>lhEbAqGDfgp&`^JQp!w$1=wrf&%}a;W~6K z@Y&IDa()6EVg_1TTC@3Zy}f^b%KwmUgM$LrNd%}MZP6XkUjT;pb$`Czo#x?F^KC!` z5&t&UBsLR|DbK7PLi!M(W79ESK7B0` zm?pkZm#z=D-{`8Y{2`0BMr9-5c>*V$C$MA^yDW8Z@;0* z55Q5A45uv~Ts96u0!c3*WtJZ_FJmC&oH)Q4EKvQ9phKa}O7;udCt`-Htfpp4O#X+y zxb9Sm9vfIMZv!km095=W=-l`pZ;HQdq5g$9tdM~$qZqC0AH*LvB?L29R}D2ATuLAO zHR(rv`C{YaDMo!ePJzX71kiAy*DbeT#&YDoR#dPtu`hs&F*XIYFfP_@W88(kE%3gL zLOdP7zD^O@O{T=b!J*{p%H4R>grRk5xzVVcq7WUV6*f+HObgrb4Ss+#yi`|eqzD~&0#FS!VC<#PpzLITJg z{oC7Sl=`qfU*AqnP7&|Upl_F)pL$j6b2@CkP7?6sQBhS@$_rMvy2k%AdvxI`6B2SS zIjh-S%@ADLT&Hq)p(f943(EO&Aew|c&lb6~v^0j89-p?RrZgxh{|Z=oB#Fy!H}>YN z`H=bU@TB*$VmIle&&MK$HpViDRcjc>9RTsA zyBNJ6V0o6r?_OmBkInLDUI>v?EvuJb1S)_@-9%DO4vYK#FiS;`c#?i6OrqZvQor8kIyjS&Mr(^8;KL@;OyBsS&D(GtytQlvG z`K@%1E^=68qF(I2T=q|MZjx>r%9qHf4zkMctuZn4~8+KxQn8WXhj zv(SFs>qa`byEV^}p{2d%yxRjy6zo2F%?fHhX_~lg<%dauCY2B5nNq3C#PZo*fZmT# z7FGC|oa}Z3O5+gl;Ia14(mc;Ka0#Og&cD3b%G$aJsr!OTE(bvNTz3MR&8t%Bt5ng< z9Xf<{sX~O6s4#W9x41Y58Cm19c((h5aY@s$Ro?e8L7d(`Cbj<~Qq)5*`2XR>zzcaX z>|42R;z0^Ifjxh3Rsv!h;R-Zw2K=ScS-zQIb>pATb}uL$HbvE>1aA)?dtNRDo`N3j z5kQp;uzU3pDFalD`TeRwRz-N{aU`Z!N?ONeT{QR$g-}!%w6*b9S{aAci+-K^QMm3l*dXu;1)0QryYMqn;)>!wfUw9Wxu=@=sKTU&Ib3ri<;pOSzZc=++3qM6K|X98A@7A4|g zz69UDQR05wnNLaqW+|z5+a!OmkH6rmClhjIEh0$7^eAunq+U*8)nWQDYbG%y+F@H~nD> zTnC?M)8x<8TIW+HL5}9yoB5)@Q0t5RDRFrZOA@ziTEX0+?rHO38=_ded>4xRO|!-0 z2zdxD8E~1*yL8sBzK#l}3Je{kgN(O`y*B|>T0cIA#TQ_5NU;&jk^M~CRR|1_O}I`+ z508qNC`xt2Gv%W`b68oB_7*HN^|vWzH?Di!|L{I5Sl|D0NWWM>^iic zwNYd^Kv7Gn4>#AzE9Nxf>JJ2pPi+R@GicQj#<>!E9135r<9jZ9ZjXN>tpU># z$um8cr=c=R@&K3cB}kpbr2Kxhp2Ao>9xuY81BMabGr4jLjl5P4m9OS@r$QEf|1 zjzD4RGzFsh6v-gMq(Q6$qI_BAJ|4@?=P}A&8O;*1$anXxf*EA{T)k+YBPPb5yLzUA zs7!#8Qbg>?YGq%kxYlc}^KplGdOf)vse>1N#RXi;Dhf)UTD#as{e6St*^Q_v49W4= zma|GTq9Y3Xa+5sW?rh(V(%i%eD{Ez-7w4PN(7YU!T+FMDr@!=|V}G_o&LZ03D4nr8 z7Wn$D5i*w7FFDaYW?Pc%Rm0)v17}6YrbaFCuZOC3%j;KPj&DCP-!9`clh7v>gK7jc zjlm&MlVTk7KEYLQV(UaMA@a8n+tb0iyBx}7rCJpBhC9FFH?f4#0Z)ZANcni52K`B1D=%>xU;Cy~3ED)&PovWIvd@XpKf4iV^hI(;1Ie7Ba zQgts~K5e5UCggpY#;*k1^?}c9E;eH>kFdXz`}EFvAEvj_H-nGt8(<(omPIUH5-GIz zWqcFoeI8bkQ$Zvk7-J+RT?d4NUaW2uJe3@0Lecra%_X=na`gV!ZFU&=vusAM-!8Cm zRFQve4@5;IO^APPCfEJ*?@#Mr-MSm6khWUMmlCNnE^BNW%x#)2(=0nj`23VNCN zq7>>JZEe9CX)ep~dc9diMe^#ed}Y{n8@iz%7m|F&c`b1H>v2rzNGz2Cc4y(+devQv z1f!(4ce>rYh9Kz4su|U4^TPR6KbtsoXKej`olFHXqh-k};xhxEr=e|AmX`6Lmo=1w zje`TBK!XIk^)J-D5BB5lMoGmg{ecs#zmO0OOdivR==o%Vgt|ZMoY&noZfC)=wIR|n z4DY@7d3ky;M#-;;8$ueIpM`1}IwEEfn3*NV-jy&`+$~RPfpO#l$BPyPv5H{Y01RFPWsOP1~Ugo0!T1=Kfem=S)sD4<^lwK zl2hGQsV;XVruz#Oc!&fWwUbusH*d|_&HT4XRbfVEfK2uqNkHXB#nS{iK zziI||YZnAHMAIq*#2jSDGQLaB*^;Unr0ydO$4*BsvmdKC9ubAJImRi)h$~rmD7_vW zeEw4*s>H0nVCzrm>reJ?F33ra2e#D?GY$zndHq`G?0M|MD)-fPYETF}xAcc4uJn9`pm*7A>>8kpfp*a{c4;tJ_3%`8%fI`SKPA{Mh1^ss=2XVsxbyDAYZ1G#oDVizdJLT9L%|Nqr#hwvtuTX@*#d80t7(btU_Z1bjql(+ zKpp9{@6IgHLFxRjFXF%da9AD^d8exzN%y|5&0xT;$#RSVl05uRXP{%SFPA1) zhI@@@=EY6-p?C7^4t~NYVUtrX;B!t;W;=|1U&ku8EK7RN`1L+dewi(BNjs**(B+$W z*EU-r6@~NOW>OGEKSHWpLtg@P5LQC^JMTNkB{u~|eJM`+vUd|JK=XhgY}@LvXHYm313-!jW_=`yP*r65#hyAFZ}ZJaGhvUb#6=dk|FPM z8OC~^d4a`}9?MRIRgI{iH*e;d*y=5r78F%|djN6(2E9K&vhSt`rCdml_TWOuNMl81 zQHRz0-z@W~56zGNWC8pa*BlyW28|mV14p1q`MP;_u|6_C85Z1bLZwp$z@eC1DeRNB zAsN|30=r>H_PA|T{axMXxUDuvq^ibzw^knJdvl>QK(Psm8XVx6B(9dl%dPbz;=c3p zxyv!Ci(lr7Y}yjbVc9^uaBZz(+H4n0laL~;Q;I}?|7Ixqz2Z;d*l#B(0Ts7f4@VmO z90IE3 zML$`ksv(Xh?R{O6V1$KB`4&fWB~=@A1~`qj=VLqZ6AO4ukx2G-;_YUlivPl1i{Rb= z^704Qt8u8~=K>{G0i7`yi{6XWLy(X z@Fs+=&Q`FeS)G}0rrBU#eL0YB#{=Zl;b4u=6;+#(<*X9UKQej6x2#wm8mu0F7ua2l zk@$_d_gjDWk!>g&p6~_(`@yUaA+JcZS{nGhIw8AM zmFj(`n}e@Ww*f3A6M*~s|7kPpb0^0efHt;7W&qu&4Nya5uhZA z$3pg`JhBtp^H1IJK*7N?n?DK;x*!Dyjm<};VWGVH3)7ljdBvdFB1GU1 z`2SWmX+LoHYZ{D!3ln3XgH*8mB96v(k|jOCFAv20c70<7#&MhM*bm9+#K^A2|J#%v;sL0JBhYBjiy|Aw2J zzo$SykP9M|>fE}K+z$APd8e{?uzs8h04U8Vaa(lZvFCja@<&MV_ur51ihOfB*pnij zm*-?pw{N8RD9%*0v~Rs%(#{ z%b~63obXD?i}nF~Wb>DF0~44O${Eq^W|{L9 zE2|gsKo&yPX*aIFS<{@P>jU^1t{H6yxUz%9U`iuM*Nf_Ms!{u%WUw7E@JSSNWgim zpJUbe?Rc1{n6fK(%gV@%4xyn+Y$gFoj81roIKelxk zC01V4SwB|!ky`ar)0l+MZ=$)fX>oqpw39RLCxq%OaLX~$EPQ@W@%srOJmVc9zGDG{ zM($9$?hOdV&VOuArH2t^FV~F?oX9TVCIXoENKtoy2A6SOaLs*<$~XidvhW4@RX-sZ zj#gj%)vu8Pq)`Qa@xM*~i(HBWMJkBj%4$p>3yJ?AL4Ox#t)Pz-C~!X$8<$3rncXj1 zUxASh{2%ouCA zS&EOBQ*{PQJGtm*MTj7RO8X{P9t*p&aOt=%OLQ@MzhDq}dPOTBSRZx2D90riK!qLy zW`aTCu3F67@D3COtL8f=Ep0C#11K6B=TLWkszjhKYR!Zdu=DBEt7J&95Vs=sb)+ju z`B_heyq^_V%t+6g>7JD{OorL5=wU(6FkczCZar_@QQ3+4rw4pYKmTtYaAEewKONs1 z-2dtL&i%{r?a*vU5RtZD7a*8Ibv}V3X-h=ogVof}SU)hb0f1_VnhaD!fx2lA@>rl+ z$6m8Zx=we77g#R7=7WoK8#MnaKyh)j*=8OK9QR#5Oy8hzeakPubMCj$>0^{(>K}b8 zWU2(C_$+=EljU6Ku>AJB=y=Ceu%eVGW;n}HsJMZ!0jx6H2UsyQ3rQxK+3a>k#QOg8 z>*gWcAM?EB&c^$-Z=8%TJiVJi(-f$e+W+i6lyZ`CQE8KL?Zt_0nk_ix>W#Yt*Hw#< zcE7zix_Ho9Bbe4#F}fJ$x^`d!N-nx|KiN;*9}FGLhumj8UzC1S$me~#_fS?OL>Qio z6^8AW9V%#jrrs(zwKoWqc7V-*qiY9vW82cr9XaO?y|3{1C%-VMak4?XfG=K0^prTk z(Zu^(*^pqzpqhq*g^BiXs@CD$1OJEY(}nN^Y9r6aZn@l5C;93f*!t$!R>tnrQ-?c2 z*dR0dzspyDzcu}()m9ioY})>FcM}C_h!F06lc$|C||^kH}i<_dNIg{a%+eECI!m02^>I zj_cIe2+|OtLQ4~`$J6i>u{LFsVmQ-{y zVTe;JWgRt~SPxL(Y)fQ=h^wio=?KVKQQ-|>WfW@i`J1xs&MnqEGr=}g9;7SCcs{Tf zGn~vGcrRn)*$l74hMFcWeLy6L$BbS2c*%bY_5{(q4jfJjJNw2jk+s7 zutVi?)!q(c|5F+R?YW@G{bh*)pH; zLyyB^v#Zt+RRNg3f( z&~(2&pS?5H^%HDoBG#ktT0m=7;MMcQQPWna&cLp{1#@=;)22>6(oVDSEKtvw~x);VcE(LG>^B+b=A2NG7X`R|hshvF8$zO%AEs z4?o(qcA_cJoC`pg4i`+;Y7lFO8WNjhx=VyjMar zo~~p0Q6lDbL67Caw*Q{0z0+qG-yH^S2Hog#JH42ecZEkh+RWWn_184S1-n0xttnV# zqYGzDoUy5k>-&fbh1F-MZJjL;5-bzTut!yp0wB?~mQRl+N0d^BgpGr;)C7>$M3-j) zI9~m5kV@63sx!H`&E4E$Q9T30CH>CL=Xvq%V2SYJ4o(y;2{>G|ao3y=cm2DY``T z^g`8DO&4*wY}plANKYBnN|i@#irDD3`fiK)(2FfH(BL}i4!OM010X-K)(aGi&Sx#k z@}Y;Q#zvo`s5$HL5dofG6o%(tgWS>W37HZy)mdwR-*eCv4|8rwe|o~#4FcGEv*7Ko$+D zNuhaOHZ^)drz@GVFk?i1BuQwipB$u!!{^#f%t#A}ktZOsTR$u@R5!GU8J! z0XmE14)fJDN8QR&A8)*b^#glk&IajicJayWaoPQ0@B&)onL*Ul8~Gd0dheKmg*t zx`r<+6Fm>JboOp1pRhVcE$_TUg1@?mvTR?vptY?n`=yx7ApsTb^gJmnD#aFutEKL| zLRdAmHQMlAEfF+Mod+M2kC--G7WCEos^hxR)7vH&6)%>?@Al?`4L1BHC@}SGnlD}% zJ{d0-Zn#;TI+!nJNhlYMvb}M?6}1((d70b9Xc3G?OdE1jZiEX#PWsip#|PPeCTfr( z?CtU5!(6H77fHRSPe42F&MY#0N&RK#S*W!@ER}GAK}GdyuVUF{s{##D?DVcYN=9fO)FXJFdYpU;-Cl~gPY#_G}TLa&l1zAzIGxuy{4vo8B zqqu|~B_yFJCw)b?kZG}|Z*68jkPxfiMl&@E>u2B_0jzcnk4V^`;|{ZS{e#seAUNd$ z5^-!*^qPL?Qq1h2TSSJ4UxTa5&l>Hk=NLlbAoPIsJ;P(0p=I7{X5#reDvvizvi|-1 z_Y?5F)#nPNN2EXh34)^~49DzV+Pt^S}80?f8B*3m)M= zEo6*b1t(+K%m=?rcP;MUg@gQQ*m^tv0U)M-_`H?1Z#TB_-At(A#cP*x=s)fT|MYhJ z*CEu0`yl+m^EH1E1TcJmV-3gnIV?N?@cjVc z`k`hi&k}>jyZ!%!?`MPI`-6Vt`wjoX_v685y~N4CH8K4>K9KN57(VC`;WKaus{)YA z$tgD*cJP<_lnL(o+Cu%j&f(v(-mTbhf*Q8Sw2GbotqVwsX%G%2eY0fn$G7+mQ^2yY zh67w!)-zS1hQB8*nVOhCHk3ZM4kmEG;P?MHoBqcGD;pfeb8>zYE_;dp!*fFD&`=PnKV?xABW6k_r^7BjU*10`775PZ|b?yJ9Beh)_laTdn)95n!+-b&SDhH zNl*Ln9jUJVOR;L2;FFz6k7en82Mdn@dl%ykIHbR}6;H(sz%}5h%Pth=!n2;Mt&kB! z{Qc7mry}XNEd>HEmJAGDg^P#BoyVxd^FRK~!$w$O!x7$8J;$bxGzTNz0ET#yiSOOj z;ubIjuoyBgWq~J@(}Md(=%+@I*7S%2GbV~bjS?*hcXxM>+V3(Oo$y4%rBAA(qVPvj zqB1gdX=q-_yd_QK+s2Qd^bXNelCTgf0`&e@CMqrVW6prgUv7n#uzp30(Uo_aTl;1H zw6QutLUpDu6v{5M6+h=35Q(f9Mi~%-8?x9S*KzR-*-tTze*_2xgD=#}}ZCr(1gQKWQpjNx{UfGFUr&(E0XaJ3XPGmvjQ?IYhA(SXMIy!n~`b?CrsaT<*e{|XI;9h7GKIoT&^@# z+VM<0KFAKL-=EVo9u}sMSs#X@YX1|FaAFlnPWzBBFNUh_ZAcM#*!KBb zgKU14%*+b}=tPU+*y(Ee+Ov}QZ=V?$wVn*UsQ%hS>g#*3zs9vu-FKDGclva49uO?V zyh;iSjVKeb-rq}=GV(eNpxr9vY1`BV^1JTKgA<*JmAQFlWhI9PNSs&z2dsK{SgjMI zTacBn@LtuJIS2@;Dl3Z($aH!DrtlVcQqV-({nW3{&!=C$d|r+_*w>deJq?|yFb*Cn z^f=pBIJY*sg;&wklu6;X&H@X=i*K`Y$is?!QWVZx!yg|!5m>(j1ph!7!Cx(n?Tj64 zvf1x&aB!$9mo78`WEYG9bFF8;XfiXdZh@}#r<)qr?M9=nFxoT3yBm+wZJGsy7&Z)i zhkJF;{_QjK&xb)~GG<6>!rCjid@glQ;F7`&;d?Lo?bwKBYeVFY4@Q}Xqm(xi8yy|p z{55Nfj}x=hOmHt8;p^A0&kjUxwv@64mMKN`!Du+w{dj#VE~OQTOn$rF8gO>04NG|4 zLVS8fB)N#bTIyRAECejfD9((e353CNx1i7q&h|noFE{;SIyMum1vWbxn>;QHh$^hK z)Ia&?s%c0a&a4`}N>TNAeIo7QbF6;pbSEaXFean9V<~Nra-ppNe)wU6l zVK#yohslM)PXI51^V0%rRq+&CV2*h}@mQX)XiB1>La>4kyDWrgdne>IX2o`qTz=`C z*Rs$T1s>T=-uFgmFoZv8vylqFa-pPw|I??ur>^Fm5HHy?ZyblI;KIx2w$T;jXhgRI z)6N0tC8zz{SNYY;V>2@YH*MFEh*pAeAXkr!jJ%#uA4tiJIs&{LOa{;@bLGz+hNoxk zD;GcJ7>mw}#)ScgyrS-b`_GIlMPiW^Uj*(%9dLIV2dRn69sRpP6_d`K>M*mMvyB&X zn3xid4i4r&TK%3{O%_Mnprc4!!72A_j$|`1GKPT~0%J&Zdf)C;8JQpagP3Cqa+5T` z)AEN94z7}JUSDivywpi``~&098=?j<{(I9ERMpnA>LxMA9Pf|eu+VbEJG}v#h*2U4 z!h9Lu$U`2-tXn^xYlGQpPi9J#B;EY)i-^CD4SuhlgObg_L+@1$F93ZDlOz#zi-w&x z?a`-vfa~EYNXnEiCRkG^`)&G%){6E$zz`&-{bg`}2gp;0>3)e0^IyHD6QhYfMJOu1 zpGON}vb5Yvey1&8^u0{8*~1;gE{YV?@m1ABpXxr9)8IiT5vAfc9d`b}#Y}~TitK`q zJC-8gI;PZr50yTTua_s`wnh2i~63&-gwmA=%T=kcE`L@GjUUV{ED={r$eWmLP|&B&XQa%Rqh66Y6mSVr7^qxA$^|qm72T0(zqXU8* z1+&gr9jXq4%+3o3I2Hkcl$jdaD%vWWd43^c+RI$Ih{cZ%o)NJarRKN$aSx^yWRZBLU+WQ#io;O}WA|`4_2W5W z$H?RNQn?Tqw_zUv+~#B#*ZsN2ZjNei5O9AW9y;4fWRZKH3Ys#%egm?=srjXpAPemM zf%q{)9i0-kuq2<3o*1k35SBP3z|6`9wI-DwTSjkU4!6GF#v1NwVozY}key0mJi6*v zqVD7Rq`;l}daaq3Tb!B0HPjDQ?aAY25o280nlmo~3N{}k1yrEt;bP0Q`$wwfDvoN& z7r*7l;17;`eZ}~=Fr1%g+p6H1BNJ4&JdI?_o8e18Ta+A7|o%g@DEh3HRoKvg_+4m&b9NnU_aIg?!7qXWb6jDk}v`IdN44^DHq&vvgK0 z#6|g~t*5Rg-^R2C)fS~Bb&4AgOgtKif2MX{<$y4Z!N>++l|06KQh~X$brJ450H%?r zjj)YSJpmjlja!sh^Tj%G*^qBR%0%|WFQYu)f>&L3U|4B1f_w2pb};EG77R`?dpim~ zOguLTIDF8D6aalPbUsG*MhJq~`VJp&!Qi4zKH?ny(nsRbtsAEe<)-arYA5gXdC@PW zq89v3+l>o5@Inpy)IN>dv=CO)g|T2vhCAV#spg1#!v zFpQj|^ZLl&Qy)rptT9YBYy%Z)C;1B8JxHCDw*D7L1_69j5f^aGg=@yCXoBn;@XJJ( znaZk%JnPjCkppkf2@qHariwM60>BM>&t)SKdSF8PR;TFJSKuJFZi?;PlPAL0@;~l*fbe+zh3W;i%dE zTwNuBeLzYmFd~P3l_z8e;tmfm_U@v=bKP$`(<>}2q^ugDZvmQZ+KCWvsXuSr8CZ;#wm*EUXLyqrj6Bv=7=t*9m;8`m59> z6qKL5v7J+SLoAsJ3k;H(4!`V8`^1kIpgqxVNh&=020(v-QoW(Ty*Z%bz9>WBbDXk> zi8lZ)J~ViwqP(#VUulwtwQZZ$Dq*~TuxF`ld>KQ!pBeoNrWr6@}dvwj>!uZkT>nJHS8E+!LuppUAenP|tw5H@5c}n&w*l+@h(U zGn5pFhyb(evItQmc^4r9brXy-LTL_IaP?hJ;02GradzkU3kDp%p{p1bIcy<061h7T zN&f@&e=$+!BQecp`Z)T9Xr}{R7~xp&vE8{ZiY^Q*=G_rHjz&Ca5Q+&ee#X5l6tR&y zGQiSnL7oCs2>2{pF@xvY&n`yyGK+V>@(mB(N9S$TgEj#A2ji5^AU=0A%J3F($TueG zGrvlm=vz_x=frbsS>Y_$In2hqkPJgoI?Mpb#F3#h3Le$FvwQV_aQ>5D;QAV0UGwp1 zN%S;o@uKeYUA`x=Js(xey)!Omhm9kDc7DE}17UD$UeW{CXyu1nQWLkCW~(@VbC|}3 zJt&dtzmm%uW?`TPP9ubd3dyG$eS9qNQB0MiPyhA^zv3-UgDJaa#FNJN0Ud+VyC1l* z6TxQxlhU*y+(ZBQ=4l3|uFcDb4T2QYPv{U#*h1!XnZ|nE1f(#N%N=oX6sMKLzE*(q zHWr?EM0l=CANniO-SYqgBdqX~*2g%8gTsa|Fl&%+hy;7E@5b5Dc1qX=YihDtSa{k4}9~Pj5cgL!tJ=w3@ zAZ7m|s$KCDPDj*S(zD!rrwowBcTa)=?o0Pi&cCSq8&e2G$Isxw)Qf$SWP=6PAGihJ z?Rm!k`}ILK0dDw^1jIFxL1gROtPR`^1%L-rYUAqAaau7;W6Q zh~HDr6~<7ou9>HeHFzFIXQi;v_mi%a>(uO8QB=Lv*T$7H(H;Ei=RY za9|3U&3#ht6u?fpE@p5acLlBrzmvAJ32fIqF2VPNvy;QwWl*@e_TLTGN)oD2SM>7w z#2(ZCrv3kvg3*_uEMX*q)98zh~7?hLyYk&MpW0U;L)?HdCIl(>xdCmi)i zFCfC^U)OT7bT$)l4Y3F&n?zqlTgTbA2^!TDUqx!lx7Wv=<)C-Xo&lJ2oGOM=gZ-`w3L1q`SClY`Ex(+y3(y-EgF{Z zGWQBfoUm6byA?nJy8VW@V0DvaTj&V?andyH>!naWiB8M>5^R3{(Mo!CDt$HFy(wu~ zI(h~}dWjx>UDhCLs>irioQ!fHbKY0DIc=75I+rPwSh|>}SuH!+5kV(0i>@p&Xo#g+ zCy>FxGTO_JY#+~?`5Di~mR}jr3HJ2CK39%^Z{kj{{K9O%HtnP47X~%BgOvrt&ei6BFfa z>eleu37(@sm__y6*Ai$GnMcrlfo;P$Po!5E1ukUd6s?M}{`a$~6MoyG*np<{;~HiARxtZ$-gx0%VW@Ddsa@394@<0$%6#D$?Yqj z1dCjY{ek{Z{|o)UB9cq@8~v{Y(EonT)OR%=qfDvohv^TK=Rkd}U!U6^0m(JYE$I1= zue>kdr5`~%i@emejr|KR{I z2)q*rc{{y@Q7I_=H`DSG1h7qz7*5jzo4itH+O^eAT$i^-8mS{*yhx&$@~ZwMGzbFv z6|t(Q zL4Lw!PZB8(;lm2P@=r@B=YAG=NfWvuRO)0SN6R*D1|I_1lzAbESdExO{;ch}bPD(;Y(DJT$>LAK_gxBA94 z18>h<;=LifEwpYqGB?fZXr#nzfQ7rV`vC29aM4aB$#DFIz8o%MGfi|QxpGD64K>Nh zFR9=h7DXmM31XrWc%uFyfhFn^q7FM287Rkfj%2rG#(WyKK+R``&RA1~m0I9T>>rwY zp}F?+%o|Y-Yo8ioV5YMfCtd_vRy>-~&-snDsP>`fad57b`KSkyzQs!CV|th|5&ja1 zU@#r3yWeeR@wM%nF4oKv>_Mcu~bpFJUN~rW>5!EmR%3?VZ05nae{X$mwnid=5q(r6I%1C zUDEXukQ))|{$$Z>ghtckG(5Y|fh8FV6k}g3EhK%z4(`8ud3K1$oh!C_E~`Z=POwf- zPA*XwSHLEDZwtp__1a&$_$SRg!SWvhfFIzhQC8j_$`W!`S^``K6{@Tt=HFN*GeTAyj5 zg7JP>rog)=5nz3ZVxV&mUHeq=7 z1sRpl0Sf_-ssv?0dmn1Jgdwi8n_9!5rB)=Dw(+?I?GCI#4j-IKJ- zHA-sSTTo9pjPTUcpBnvu-pvc6Gs?#`u(nbtm+vP*v>CB2RtO7fCXDHSYHVe=_yR*x zGcY7Q!IPvo(xm7Zh-AE3)V~?n<_Y?GXvx+Cq!s-(ckExj&emC8xMbWdI3bCXNROOL z^SGO(IVX~@0dRu!>vJUWC+hv?);EMHCO={c@PeqZP*Yx$m$R)!<)0{x3puXKd+Xi1 z?A^eaqi*-8s`|7Vnn|~^c4ui@4|~BvIsI|jloD&+;pLkUz1DKXm+6c>#@jzsFBMbt z>tc>z5cPR*o5IbjLHT z%jVspYgrhu_N0h%zRHmY<8R;6lqC%TkFO_(6|&G)T=sL zo}4J4pc}lIyT4Z?9qsd+;F<;d*y+SQ1w?t-- zB(p=~X?0!nuCep>cNOfNJ#YOm4hs&?mZ0^iKN%vA3hR}igp&L;VSgD(5wZ4g$LAyZ z=S!1$4i=prP8Fr1p5LFUd$)Qfp58DtdtH9`4w%Q{^h&+Tnt^?;$|D*>>0wrte}93R zkZ{kvu?xeHhPoxbeRDrt@MHAkbcP5BG1h~R(STE`P<9d|we21t2nYi<#nb{HVtZ&*{w)XFb_eXQX zYxVcHsKo}nmu7`@e5!Ae8@7Kycw+?)PMqL~fEvn zZ!^gk9EHX@tpUzNMV*g~3Dt)T*ThifkUG*L8>X$xblBJv>2xFBGd~sv3&?<>a>I^I zpi=k<>+nFf^*r~gNkgIPCmK(N2u{IZ5rJ-Zre}F3oRyy$S?jAA-MfTeg^9#{hw^ME z7`V6US9$Y`;f=PxKR_c17Te$u@EnA&DpappS}uuCIR%o8PYt3rN*2mQPsxiAFdlvp&DwIUqQvrB9YAWhVlwc7D*yvh*iJ+oNseZy^NJenBePrLiVq0) zPD&~)e9lkA=+}**eBaPULI{Z>WUnq1;bv;BPsG)%v3Uaaq64xjWfs6}4bd@pX7>4x zwr&5e@TSemm^b!64^_=SB0bebu=$Ag?&MXQ2|rANYd-pT>q{qr-&X=mKQ@LP7EsT_ z6e}+@r5&|Kr!}jX9h7JDqwd#i_NtTP2TufnX9Guw{PO#d_y#4@i}x=aUF)bqH)s4t~phEb`EbQam4z zyicRX*=ad%13iz-m2J|cr{?rK%C4zs@|$I<`A_ke0^Qdqxu2C5%LHi(}v7F zA|K}!_0eL9p|pBFXPLVy%mSud4eX3V^#!Th#se?LOd8P(l_*$YI$*4~f4@6~KnYO9oD{k-3!YHm z!+4Muu|oDE*y%RP_Su-?yqs%fI zrWy2?-N0Rw$9`&0ulZ1G{Wz$Fy{Tnm^fE_xC#SU=XKOHx0K&6&QN%eX1nSVL(5|?f zVdy7ttc6DAISPOcjV8(8d=^)!!e?n)c4%oetWp-}JWbep+klac>_d19tO{W--*5G> zXfl+)rf_W`a<%SrBUz)yrac!#p2IZqe?-Y_`QsXN42N9<=lYROoh^eG;@`(o z2!Gv63n+fEbB`zB{i9%B?6e%})H6bnI3uGclq?4gu2_!~;dlbd0}w*PBBz|4a?Wx$ z34%k4_?o3Kc+xv*bCq8|6F3ZY;gyl;KDQGRN#3A-QcXOX9U8{Iht2TiyuTQFblM;^Mg{JFT6Qb(wzmnF~wi)_n?Izl4tfDBnH00p`=cw5ga5sC*Y()p6rH zm%({ryz2?pkul=+c)`mOyfs&T-x&eVU$2{d8lxm5Nf=67ZhmPCkJz0W! zRWJb{xv`M?Wd}^uUfIgu27*@azIR=?Z=}&dytqP<;@;R159POGqg<<9=83f6PkiZL z#KMyl0{V*}=gac?BrmiC=)`6OPRexdYBPZ0bSgdtD(n z4I0Q@)mQi-(suTU6-Hl~2yS|G>GY?{TftPmi@qFgL(xS{5EA}ObTILltTsr3fzNkI zkx@!eT5(mXlc*u7w)6G4i1zxP zAi^^EPM;jP|D98}ojXg0=BR1zqa-PTHM#KDc8d&GDG-by3Z+YEn|`A4DH6WVt6BpH zggM9E!D6on{kK107x)9ZhZdSVy>ZR>d_Vz|vgEs0CU{GP!GU9Rf&(Age@?#*$HJn6 zSPnewp<#h~^5@Ne7E{oTP@>TO>5G6I9|11$mLtgL)kgXHU<4HC6HSc9Z-UFAN9vZHoLRKvH$in!Z` zgEyY#YdgX#Wx0A(pF&T_??ka<$IM4}C6*hrR_ROJ*YNB~!&ue4f0f<6_dv^#ok!Fc z-Sd3(DX3mcR>m>b1>O1r@|dw<94jv-ADg360;(EuJb{%moH+BSQQTM?YeEh0rRKhd zM|#*bbNsjk5{(N=&b9(auXR^A0h+ij z)QQ803TV;I{Q$nI16V&dhhr0U=W+Stur3t{DXcEkoz<}|IM>a|_#@NzAu&)eZVeqs zv!inH{wSagctwjDWU*D6OBTqm7HqxP@1yn0qPYjLBeoeX81}*xf}6vn&^s?4gN2M04y%3n9`fd=Lp#6Smf|x2HrjA z3*G>BVh-@6?bT_rcfq8iVOUPlDPB1?=d3$2WyChMVw-T3vES(6+Rsss$q0HfhxCDs zbeZRkYeUtm)l&YMAO&;s?*@Z#;tB?ozMQR()Qbn;SAs}|Jdk3Exm{$KB;EAd9g-hI z2@&cLb13Ho;#o@^5!%;`U0lAD|3tQ``qLw@Cye*pQ_QXXQz=X_T+0HPxP5Cp_aN0^ z4|zpI$vWutX>_mXN&6>MnQvOPb|1}4(~b=Jp5XB+p8;qA{XU_N-7~Tu@JWTQE}>oe z3y4fob4r*yKS>nDuuA`80Z7b>E^z*Of_cN{3ohhm0h?5>5*tAkU!ARdjI21m-{P+< z)4#@}{SpK2X@fgS12U?dgAr0(?R%34$fymFwbg{GOsW+4XV|pTY+vIGu*yZ@+WBZ3 zZJJKilZ(IFgQYqA)WeC138NT1)N<%+m&Gn#7|q7*EwYsSxnDq_BScULtWFjBs)@*5 zKW9T2x*Y?)TGf)r0FeME{H3VvE=p2d=KguF7cYxur8wps8$+-Jn!ISAjFvHf!f`N} z4-_)^Tw|9K<~VP~!6^V0{+6CBliBFjltEHdB)fpI(wMVn|7(-xDDEFk8UokQzH;8T zxeUfakpZeVm29>pKKloug~ELOcQT$zn%%NCvue@h!(_i~wPdxEgm%jK`!2GxR_OUB zFG9mCy_`eJ2?84Gdy8166>+6_tXd{K0N)%Re0poF+GZDC50LIexlnJ}SDTiaPz$wp zhZf#)7iRw1$r(U_#*?d6f8C~*hB_y3sd^Vz$;3?L;;I$`n}D<&#c!LyNUye(hy_@h zR9OZ~x;SdVh1h05q@i5`Q74R=YYQ6$1gql$kxA%5Z0q_UM7-2J#+r)B(93lyaXi z_VCyz@Yt<;`zCgJ#e6poo5#3O5QF=+@MdiAKw{bW_2<_aH7ldJauQX^xb))FTX!xe zQo8ECtZhU?&k;kmZ&bEK28oDTN+LG);%!ea7V|@$uiv?QrFG!qayz~e4>zkjY(ar! z0|!^XF_vVzSSI(ks_t9JeZ9}04qM*Y{|B`|)t_pC6Eud=Cm)@hnL6I}*spYl_WNG1 zkadIWUfZS!Dbq3L{nVuo82)E`NXx^hcc)@R!M$cRwZqM#S%~(e?^n+J`QTEGUw+_W zdR5Mym^YC9LpS&?=Dly56zG$!`2ydG(dz&YEJO#aLH0#BhqM;BQS6hhMvQgt%m<|- zw4C@u|EdJcb6p5SJ z>4Lj*f4EMufr2 zBrLvoy(4)uvoGUufc12_vPb-v!+_CbA%59sZB^0Z>YenG7|*P&&SnMDeuaJ#Nh;Qi z9qg9NQ%%(mw)=3y@7W4^paTvsU4`<$G)BvwL8i)XghD4FW^J$4y-j1LvW#N+Usz7o zQ7Tw>Av4b3)J>hVMMTKRXO9bS)Tt_0T?i#v+2Sh~96nCNlyXK;$k<{hEEqp5zJ;e$ zU)oUQp=AFsQC#2t$%OfgU%YPSplIJM+4He}#xwHi0|C_s8tmi@YwPQ=PN<_gJgpj@ zd4Tc=5jL8;R|F3Y2q4CT%o)Utq`)*Cm=%UM_qW!b<<$tPuk1#e6(_Qe8Tt{IW|t#{ zNJv7yNQ4EfxJlwR7%bc7`CeW&<$oE12o-VyWBIIwTykyAG<8{Rg8%= zCD5%Hln}xzMLXEkb=5fk0DS8tSOzC#*DdMNm|bi8#{pK$eavu!kK=`{l-TRfMHw-I zS{d>B&LmwbwOP5l+QJ?e8)-6=9aEfJ`+qa#iVE`q6<%c2Jy8+M(nEq?12-2CSKKi4 z@oAR*OvP}fYJ4bG)cOA>~N}_w}u=1iaOUowDPZUt2zr<|$#VmFoUv!(D$kNSRprI$AN7 zlY`-^T|ifM@q9$55OQd(#>mnXwJuy9o?i1MtG8%^QONL((z3uStI|hGIJxO_$21cO zJgkP41siTjc!>wvYYx_D?GYiSHITs`r1NL3X(4M&LOsBn_{JBhH5VrY)oz2D+2lgQ z$Zd7~(9YoCIsKv6=Eq?3Z|~W&?kfSyl_=yC9`D_75}xe!^F{sxuEBI6?OIMxkcRMz zJ%54yr*(kJ;KeNwyHS7&sjd2CJc=c(Glb`1T&Ec!N$cZvz)|d!VPQ z#j}6gj&gr@HI3i7Fjf&-Ygzgvc0WwA{&s)Qf?=wzXp!0rj(MvoIFwROi6n#`8!w)P zsW%%$cWI0?yYlMoc$UWImZkR~s`(R0&;f;Ze@Z_}JuaS79g#nNDWaR0ZaXD4z)e6c zNQ%BY|A;Fc)MOu{y>adkt(8NC5Pf829zPFm4qUME`lZQ*zhP&up{K_(2j_5i7+InT zfgrTeRE4o&^>b=P(?&@CZl;Qa&1qK*rsgVeKmGE6}dmWt#VQ z2qLO{z4ey74`(+xyH&V9Z zRW!DD#QfEG68(W?fUW+6eGOZPs@!6Xb|{AAev>t*uVbU|IdG_ zQu!@`YdV~J4H8>OBydkIBR-8QdY{5Eg+-0VFlX#cxhO8Hj26rehwD_Xm->vY&5TLN zJ3Q>7t{TbSv0}{svKsAUebyP1xE5Qz&fCD}ct3#k&y(W^ayEcdArf$bz;G)7L@-UA z{s88WZw-nl}j>_Bgh&&sDApb{{cB4QjkQ}78>+L5!j zZrE|RVgkigB}#R96@D7mCm)kSYk>u#$#@d7vS6+CAH-E`@?bEE+n8V zbw<2_gDbhXiCmneNz$S0#RRIs7oyB=GBAv;<=7{*65R%Fw*tG%yc~nU$<>K=kk%uMs1Ikc9dF0Jtmhehm9F=gOBI&H$&VuiB)n@x#b(M=B z=YE7mOWu2e(;jEjC7VKq1t~P=iBHb04(eXr7OT?xLF% z>;hi}Q?jyvT|mV=1nzpzmO^Drh3lh-FjS@6C=0}jQI}2C)NpYsAV#maG^u|f7Fi$D z>00@;WVp;&JayhyEzHl)6ve67J>i){jV=!h4@W+@T7Qgt6T_|2Q!@}+Q3G=es7H#} z3wi#^0n6=CLbFs@_a!SoDCi--`w=zF=T-IkJBM#rO=cK@rv<{#z75xQ}ka@OoA(>`){-UpA>PTrG7R%-XnGqz-JSFcp+|2GD(66?(wH})vGXcR7Kwqc~?S&{!485Zx*IEZIl2*S5 z7JvzVa=sEpoPF^(JL>;>#Q3QP!$7d}%osXvZ5t0Im8XH4d22nz7H`9DFDW^h!6hYF z0IPrVQjw(-9zE?R%hpoxKnYu5&7|Vq!zybgMaDm?Luw0uRfjxJ=yCrq)uC+RnXI}0 zp*nO@{g3L0&MURuwgMH z67r~86HJZ%Z_nj_8*=z1!ix8lyMw=WrlJ77+-Vy;Pe2J6rAVz@XH7vefy2( zn1yd#k08{b%_EKY71UvW?Gcxp6>HZhmOb2;AVCkVy`4Ys$qVk_q6mRjR8+KcMe3{$ z<4p7VT{Sj)U#S!V)_-QEC}929Ip+1m{%|o_?Ts0)b2J0hM?`N>i6tGI2`zsqTn>t3 zY|gvWG3X?`qM)6EZ{uNdQ+VF*zYw#B2Y|RTHSK_&Aih%yJ)P z-qckFxvAcpPDuDwP6$!#g@3PfW zN7(b~9!X>4ZNJWEz*m#%;ic!UMx96(BwJQ9Rf&$i=@{zici25P^YvRp^nzBL92}d!`#I>a*?&}vul_%w{%xBtf?yhn z>}z4I->84ff1v)?*Dsy^MEwIyj>t{h_Emp~5*rNluMR`~zn@gRXufO_IqT0)DFdkg zY=HV_hoS!UeNS3o;+zEaZglnEsDE`B>OUBu{yYCb{g?bk{Wmu10MtKKdjDT-to@!G znYhmPr+^>G-p+DM)_S@I`f57u%5=T*+Fzc=uBsjK;N_3%84KHPyduW>3FG_=95}^h z4uU#BbRB(wT>JFP6?RaNx>d^^RJhMxfxa!cNy1;b$7DNzBCAuToTTh9Tk6ESVYNMO z+o;svX2*$+A9dcs4Ft;`;IjBO3m?DlKj#PjtDrAR4GZ^5*UIHN>69DX@9OE{86iNW zx9eDGCih2(0EX~qwX@O5EDgIH73bHj4=`$Tf~|zlDsyMWlFur7NV7raLQy9joUE3i zs;W6SVdd}NcF{0^bJw_QNoS9{KCmPVS>jR@b3qLs0tTSk}({wNl2cQE%t zpb>}PNHOM7OhHb)*3ixtD9b?NV{>9q_hhTTWd7>ne7W}u!%bMql1KTK^@V*>B@V~K z%_(UdBue$moH6=Rg)BW5MWSuu&GQ+-LgCF~5n8GQ{`83q%Ra7UHB&U2oZQVV;-@vS z7fg=%&Al?%&&B1hsJD6TF(=ejU$${*P+HDb+|U=iB<2T_U$wR52GeoWsAwF4Aw&?F z4OjvoV>H7N*rC+F7X_|39#*Uu{2YN=q@H10`G^E0!kA#Re?Z?dSNVhX@7fp7&>m=G zYMM(<-kMwbxbf`gf=-i1^&@O4fdi@}I4_<2#>Kr8L{;0<8w7`OaFCM&%*ud3=f>Gw z_-&u>ZDWPEDjL5VD_1S^SGk3EfP%Xciy%%o$Lgxw)N;Ftam3f@?X_JRCwnKQm$2AS zc-uz0IOBesIRIvKeaF`zq>VRZ63>cYLzt(KBKhFq(?~=Ec3JHA5jTi;3=v0Hi+Abu zE_;mKiK9&!f6@M3{vUa78I<+AxBUu&lr(}!H%JMJbayvgbcu9IryxkDl%zD$Al;qP z-7O8$4g0)Y|8+lW-D};?dS>?CFZS$L4l^<^7w7N%ed9PjN5pgm8I<<#F9kIv^#W7U z=}YCmo02Ti$m1w#dC!Qv87C$thjTjR6>{tOC(llt?DwWw1c3wQvs-_=-GA%~Dn#J+ zUZZG|zc5&&#>g(U4fP)p4nRZdS5DY^qPPu>yhowwqQ2c=_Qs5p5vaSmzd1x=8Yw*? zMtKTacpQ8@1>i0bvuAO;y*$cDKqYt^m@-fv z`yt+oz^c}4RHv;>FNWXxiqGqd7B;{M#38 zv(f{?_;|4N)#tY@8P9QPp|*BN%Rpb>Xoz~J-Vng1iAQW3H0 z;vv{d?%bfbA)I)9Uo{i=E|{iBF~0(W$H63B)+G;g`PLf{~7(O!eNr zI_**Zi}_!@;FLrvo=#lj>^n#2EUlJXuF3Zl=pV8?H)7QjA(L%FQHsO5l9cVR%su8x z!)OeN_vh8k&)oWKV>45Zp=iOfJoo|}XgpPa245lP>CS|-y5KW!-pn?nLc(vl5SG`P zm5Q|F`jP-gi_+FjYiof-|Mb05A?D2D+!y+czg!wGidla$ptlM9gGpl_?T<-gmUPh5 zbAjcJ7UhhBf&^6}8l$M89A?=I^OWL8L}nT|1yLpW!RHoP-?3w2Ud3b>r4*y=SJe*W zF$lKh(-mYGrCCje_z;zkp544DQ0sL|ILb1eBg^mMWbl3Iys6wJ`a*+-EF25LVX}>Y zQSAB2C71fXO;g|Nu1}|=X}n#wKR)mT>;>+e2%cRX7XKakpSgTR_80V@0YLvj;i}PK zGst&ic@6j`VUmn#H)Fb)e}n#S#A*E#^uPKq=>H3-$pQ-fpM^sIZF2t$`k!;xPI6EB zH|T#bq_)`!K>u4ISmjo8Z%cOaPQ53fcQBMq`6~31;^*F#QLcC2v0cS6k2qJTGFfRf zyzA{zHxg5!0n)Q9mWF0D5~rplQP>c@{L7m;-4Js&$+tjPhZ&caCJ$T;R#+s3A8XdD zGPY)=HlO$v+Ks_q<=Z}pz2vM5af`Tx@1%Nbjf@ya+-1*wo+hwgpCVQ|>ZqS$(_h=w zaEXqnlr&P=$dWqrA44Hc8KJ^j--A=YN_Mm=YoRLo5)%`HIOPo15|eBHNcsn+DU=J( zOtG-hAVB)x`DfC9lsNGSqm|FzMnsE{lD0PC*V<}ZJxXZeaUSwJ;`L9JbhVEV@suIc zK5UHjhPfV+6^Z=bO(4RQYq@C|TPg|&AK3E9p+<)VwYF$kN=YHhr`c3B=k2QE;iKoP zhG_#eIX1Xw60+&}bzE*xlLL3!*LEI3l~C+2pWSF`8NTaR3*HO6X^35>8xAL znau*`g#uTodEpm+e;zO|*!}O#3n62rtk02;F0Rny9e{gb%gW>ZjAs*=x`+fk8nPSr zclPI>e0^)i99Sm?yaG0+qgj$MDf^TLeH^hDQ9m>7Ra~13VnQkay{tT3f1Wv}$Tye& zy5Gr#dzNm=`r#r+{6h!)?tKR1XeCi$3@$FNn^mgR!^P&sfohO)6!hTm0;nl)>1gnU zFQ#rDd&3o0Nwq?V*GwWyNlQcFWdsV#ggc@)Go2U#*M$ zC4;qr-Ftu-YC9g|K5U@SKI|1`*nTfJS>SdHUhU9H{9lZJu+Gn<`-}0vbbro1mcIUYm=c zx2<)0w0iLJ_24XAa^=U_R6pE|Qj8z9HZ+@}XqyVJLnO3aE|tIr)%%b*-x`ZB_=xdk zC(0Tn3P>;do7ga{|jaEDl+6S6H>HD!L6p)8_WUr$(=VAyq^%zas6ojPVe7fVwI_5a)_w5 zM~(NJmP9YmoIdja^+hQVW1!iGgBzbRU8f%SV5VKa=-1i2 zGwPAg=%iU39PD%-w_}k4N6S4B1jP6u`H9s{RmGBVpI^{$($B6?2C_+FJb@`~F%cE; zMfJbDx$QogPnz~@!Y?ZBIi`YXsrk*kR!F>GHD#IpT#cBl>w>OWbx~ZRgghSvfRsn6 zo!wFOqfg!mU4fU&gkDwqlwzd^z!=68r-!5ex)ap`4RSWS8CZe%dgLNJmji0%g{As* zsghi9IS9cN43SLSZ!dD_4SmSEc*_@O$C5kGT^~=fW#K(nkb$o4qzC4_e?b08#%m&u zu9#Gn+Y&lYQiSc0=p4#z(|(~1*ZQ+eQ;vr*30dz9_>i|7 z8FE^9Otg?bL_474@RDe@LM7sLYR^&RZHZav+W)~I8~cy+z1|aqcOYTm_Q;BnqmDmZ zG(Ru~Lb`JF$&fl;KmzUY@ISwC+F0-XLQW5oda`_^h3H1%zsXRv?-Qm0LPnbjNbGfh zLI%JHmJGM2r14x6k6aBjQnvKRcNa@zKoag8J@;K6>&yHJc$g@)Tiiay`oFs1dhBRb zu?LHl^!1}czz~23A{G;Bm0J#LQ_615`VWp4>egbHJ*l)1{~(5nH{fk`BX_;Jyn>4) z3dHcHcoGmWj#NpVG9_Z5ZVC&uc%;#vGmgjIuRcHwwD3~F|4R!GNUtBd+z5N+$iK2M zBy8g8IA8)vcfZoJl7?esMo4LklBPG-)y*wC1>*BFq>U4+jzCPe3EKiK(1YvsW7qGq z{fG{{pza9GGCcF7JZl>Pq=G|dqboJQJOS9t)0i$PcVpcGmnTvW5+2P3%XD_AxfET6 zl9G~boo@=ieFbXB>Kk|Vf;k46a2>z^1~5#2U#CufgldL+b3hSs>H zgJAu8f7#743SwIDs<4CMl2|;4wgh|oD7o$zIKuyg5)2if7yP!J?@VvzlEnrXP@C^= z@$@`KL>#wsI-kR=%7aA6JfN!Y(zoN&Z+T?rr^@&`%3AW(*VOoUlQ_T0A}#UqfE8&m%Ha}(8D-gTfY{RX7*4rIWUp<+T_^$rc;i7;IFl{DYi$(;&whsO2H zkBPN8iVtK{Q?g7>v?(2q13Xv7m(wy^d1A)C0qkwfRdrbnzRq0EA`VqTM;(a}S-ZN} z?{q^K1>2~OXE@KWW$k!J^W2)Resnd$zAjL=Gn0#VtlS7I#@Y=@o;)|ieo^$Oubhxh zPMzl`Cm642G!w&}Y5Jty)2BEPFyrZ==JALi~FGnMGCGx*?t*d%rC(H(SK4(imSzKG-pHEU>sroOQZ-VDm= z43I{9yjuN$-@(CR1>7K(CRGA?%71#}fC-v$S(>*&%v2H*lEOX8TR9_l6&>gV=s(C7 z80AcaLp&!kiD1RgBEetn+nhSxhQ!dr0}8Snl5P7ZOd6405)zT3Ms}#UjK8B$7=X7b zBL3YuIi%V?KJ9Ez?(r;lyZ1}l@yvQEnh|UxHfQ>gkqU=HFVKtT5>H{tFMq~}DweFzppiW;GZRs(63Af5KBc15o>R3@eux>q4JlW{FeawFDgG`ywl0%5MBs;f?vQb zR07RaPou7F2M>*Pb-4U(kp39AmkJY+iwCI`~YN8Px>9YQfX^Lo#ip=dKv|^?=7Aq8KP~moOy=$oN%-LE`+i*@))Oc?sr1zkkZJOHaB{Oa^;f(8-sQGIu0vCZxkvv{zB{ zq>pix2S@MOl@{&yF$}3ajzB^>qRJ&3qE0h$31h+VrI#^QTmrodW3<$Zf>1h2@U3A! zV@XC$Rc}mWs!%6q!1wdKFOSR$8UDT6xp*?`Wq3+f2io`Xm7fgxT#906m5wn9BQ=3$ z3_qw+v|RZvPj0J&V;44)CXQ7{uf}vCO+FL+5c>9;$7<%weY*e>=&UHX;kh0?(&oQ& zvjEAOxL+Q+8G-118&v&WadOYLGxK8ckTg!;62`|-K|)B#SDN4JFAXvI;6Z%s{d)$2 z<|06fLR#$uWWsGwtiBct`73_n&zMyT$mQYtLPNB5qg+1gQ!5h;^$h2m?6XV7@ha|Rrb-5)L zuEZ;R;_N5|RyHV9fB6=yG97??sPCO@ILKkkE@`@!Vkp#Cd=WwqS^iR=Z2TE8FEMco z1R%Z>lz==R?q4NN;;BOY!_)5>%2o)`QYqY%UEP|`6FCUPF5e_;OS>w;Ry_UjD7k#j zq;+JezMbH|AoXXftfcqn8D7rNJ%IaX>JWw@3YC}#!k}v~f_yP3Q@CmqH)Z|&Ac=;h ztM-CL-qjcXpn_nz@iWOugrcY{BULx2A3OsE(ynrtjN?ro8!?K6Lr3%sjpPrR

          N8uPyIwkd}4~E+{JlN^PkI(~K=>MBK7ryj5TJqZp(N+JL*6^o)_R|Dr=TN9c!k zt4A|ErL5DJ!wM@>p|?9?mY~!67<4m)M3`y5pA3$*4*#i)i}1(m=l|i4zx?p0KmJi` zK?K420OLZd7$y}~+D`{2743=0ZYtk_n9FItDE17MfB_r{5Fo)}n`PND>wBn0GlAbo zczY%0VbO1Wp>?CPC2l{Q^CFzM^p@rabIZz}=-F=zkRv(6W|W>pt|g^h8m9urI3n+x z?nw)pQey+l@=?%<+JyydTM*YSe z&dCkTA(4}aiL*u(fr0ZoN3#l^>^h1tE-*Toy+1`QJoS9}rYgc}N5~Ut2TrDUcL{md z=rKhBG0KX3rM!kAUx&k`BF{9xQ4dzb$%LlAi?uTh&?Y{pRSS4tZscwV!!IJvwH&65 zX) zaq@L^kQ!}G6o-xS`24r^t9QKLuOyjezodS>3}igOm7FO-0ny^s6CD#H{y7jcVG4i+ zWcS-2STp4p72%Dnd^kz;es~u-xAxlkW3o?gZ)oiqyKaqAe#(U zv?z-&7vsIAwJHXl^O=pcs${t=PgAS7HBN*rV@Gk7RZ6=7Ma#34pIm^88fl_u@aS>mTB|lniqOLLL}@f@})=Y7@Oe!zBCcRJeq>X3? zTOD{yujhBx$-@tdk=q83=!RjerT9fF;5Two@ctM1UvPv{?=JjBZLQTp3kN7ycuE#v zZu$1GjOn|H4_x3JxnGiD7E8`2k*PkeMD9#Ug@I+BX0+z!x&&D0{lv(%FfJEcjdMlU zHWTb}YI2(9ci|d=4)wjST$am4UcaU_Hmd7AL!^UvKmG^P^`8$M(9)-b%5i#oJTsA8 zFzg2GVv%j`s;7hUVT^o__5k>RF(8@+oWpTVRsV z^(A~J_2D3FDnI$0-%Z#WmJ|m9m+M(TRiPDJ0Ofxh2y|73c;G0)icP!w6b%z086CSR z+yPoIvKYKdTFpx`F24|PwB%Ql%;$ikH4F-s1261%gzN`h{b43{xjfK z7e}ZEI$wy|I)=dhSdk*%9U%BR8tzXE828~t4anZK-F(Ir#w)>F@-YR8sE%TFOG}pa z5Mly)8|KRIT?<-+3m2df92pxE;|-#79OBU-hZ1CGt$kZr*Di{kuR6E?@;Ea~ZM;g} z{7tfy$kxaw@AJyWs@RtKF+F=d+aa=8qP3bx&R2GtK@l%?7RsVvjfM%l)2Gg7N(ssd z?UtcJ6#Sym%Iqdzt1u<&u6sN#58})vcpmAlq7*XZXnV>HZitsuJ=!_b{N0YdUXxA` zL?*4V3xZR`cnRy7K-J1?T6{7dtEMcrr7G9=EbH^uneqVai~9G`Mxz)e!H)&T;0@%xoNSHth#GF7Zg12Pf*{xZ-T-)god;U7o) zY4GdZK=l7}sh0t6%OM^e9o_RiVga!T1MV2f z#4%R>n*k`dhh~{kVEJa5{^xbzX6B*|Ei(g~i!)0N_=^ZD8dQf=VeeB<=VCoF{kVH8 zP^_yV-nB;s1qGDvM{a^iuf^wd-k+@AAy|xn^S-_{HFQ4nH23b6+ggQUet$aJxAFzz zZ#7`OT3Vb@b&s3DeQ0wZH}SL>9x#1IEbjhA>$!7xngW6;Fk<6H5imZXIyTLkR_(VK z!c>BFP!_#yVHapD8gBIO8DD>$&(n!1+Xz5R_ftnEb`S>^q~c^_Od9f*S*Ho=$WP~} z+E1(RjU2O7<`Y|rT_@5Y>I5pR-~G*=><)mu2Kp$Wqfo7Oq_o*p2*%eBPkqavC>=OO zw7(3>)4-rC`f=a@TOE?l>frVnhp5PP$qh80H-w5Au9kh_blla-xP6%UtYyM7vP^_8 zI-dBwv5^zt4f!kv%w0m$P3IaotDnA9wN-|L+o)vWc4QN1*rp>WEi>_VeM94LP|LW* zv0(F@sPW1aNYA^Xz!iIf=DzExY|1222I ztLAS?ZgQU}^dD>Kl*Kb*s81DtdDG&<%e20}E1o!BOe9)hHeQ@Up%27am2vM;DdR%9 z{(RL+x476SDGDR+PPO8w+EdS;9;d_@c&xJ`d3U3~bEyI6gVn6G@l`}!CFeWMGiUaT znkzT!!|Q}r`^Hwg#v$&FhYAx`_Dn@3rh`^-(i5xM%}%UdTJIf62!3d@B$QP-fzP4e z>?8}oi%@np_kP^4;8)I&tIq2#)dB6bV4bx*s@uf9b!JD{gzgJL8Bs{YqeA^A&?1gJ zg0*}M%Pg9M1vDuGLzo?QRfP|NO|sCtM><(i=$Y4DJ1n_+v62n%hplYYGZc6AHVyX^ zai#Wq`0_0J+CY$3Jg*g@6-H<~QogicZ^Ll%P{Zw<;j$;>DnQ$SRhw@Gd;g&8HK)D zELnQm{M#~0Q+1OcJyDdKh~^I7;Q!$Lg`n13k4(P-J()r899u|I7}ibd;n%I5;2Y!84^b``$Da^#|sn6 zMEw07w&yWF@#K@U{3hy!@Uns;VwMk^^phyuq7;Sg%^yZ8KG;fP>rgN;L`~CDD~Cvx z@IjSC5k_8#mB)lb!$l~^lUqVAPMGfS<+#iG7!fI$$V1z9Dl$pW56-va2+kdeKa86C zy>>3h(y94W6eL&sb#iFH`#UuhBQyhebnT)&$bL8EZmyx?mD)BUp9CG-;(+CCxh$Hh z=J#`A!h{qBUb-_%tn!c++s3Bgv7*=G1e~;>E2omsI(1{(8&| zmfMBm6ir%y^xeUiH-3_Q>gn0)SZJQ#iQ?);(sOjz1=w>Lchq|MtrtapvHrzqqW)t2 zgJ!-5vN1CV+w!C#!XqHGg_$5!Z0oA*^Sb$@2ljlLXkc2B1JA!&8;iPpYAw;cCX9^FA+dwaDpZ50x$Uk zuQ@lqaq;+24tGRxsQcAv4x-oc?O~+L;ol)R-X>D%yhG#CNACJ_|77{|HW8%|dWB~! zn1u^K|7pPT8hr@O!>B=FqCuhLVP7Hs$o&R*5OIXsW3&8cOh!mjB_NF_8u%8pZa&QI zlsYJytR;Vx2T<5zI|0rSYT8d~g>J(EG~Z8eLshO*V68l$@I}H-KjjRFXcm2+Ld~TU zg+MR)oWDWL|AP7-Mh4uTLNpO8*#rn9V`h$g0wd?t24(Q5WF`mr0du&+$NymE10$yQ zYv11@x)V>;fj1SrV|D8EwOZVq$GEP)k5fHQ3;NAJ?!USCjGE&*}u=)_|2lK z`+|8R5!w6uF?9h`zDczCk)$RW(#_RbE}-I$0({CVot647ppp+~qwXK&$}X*i{`1DZ z25Yh2Me~Ub?Y}4+`#!)7dWdvS`j2n%!@NbS?~iHTf-}+=$Mgs7KN0zs2aE%4+fC_T zzW?9+XDHsHb_VRoxjp`0zW8sV%3rT|#2|F}DZGSla*8E|EV+qPuE$6553P;g9htbC zh&mXq-9r5b)tN&~ug&Wg2dF@~1few3t`PjNQQlu;o%bh+MGytezP@&I0ky07d3kvZ zYD?z-{0sfRJBa}TAQp4ZX!hSf3T(sI&=Lia%d?(S00>HXK+5+6d-9P2NXMH1EN~_R zV#J%zW>EPQv=0v62t~l9NsWS=H`t}tRNMj=SMspHH_&7(ic0;ZI9Y=5u_t|&q2~?X zYK}j1YEWEiilU&j!o*Y2bnCGQ)mMvY0ml`0e}^JT4AnI`!o_6w18ny@!`dZracjGa(1<^=qk2J&NSuR20Mc2{91?;?gEySOb)2bMNsY2Dcy* z5I3`rkKbWRBGy$A|8L~KH3IpcyfjfHfAf>OH3KvSBnrCLEI0tOs=$9Ut70%>ZvnY1 zeRr-=1-K5!Cnv|S!|IN~A$O)@LcIJp#efH-a)i2W<$0^X#F%5hHGxfV+equ}+ag8E ziOy@5<5qVUXOja!TIItoR53$;zA+wiS!E#(1XPKZ#0I`;*Q)nAx~)+J_+WtO?R~Q8COz7ng|f0J4@phJv1QCz3x1nrcRa#e zm{TeJ^t16m#~1DvYFU@Y5=E~CnRpv9yE^HVEG`~1F5HAZGkfQkQ{1_|(i@jZGiufs zl9y@CJRZMm70a!K?Ql{${*HNyO*bzt-jlJb6J(}KxIUKRuJ6rh>8hj_Hbo>VE3Q<# zo@~+tl>$fqvraZ7Tt91$(?AN287usZheHCO#^qb1qgCsqbO1Obi~_3pYbGnZK|j}9 zI1`}19c`uf6JFc`M#P%0XRhkLMzafvg<Dq-y()nPcY%D_xBb?KmR& zEanY{QU&qysjGr<>CE6eD}E)Q$<89{$`|f|XuJSVOsOt`WD``+|IkIk{G0ds%a@k7 zxT%yAodA*>Cy4ih$n4M0a-)c%353AtKTSa_%ErdF4h)HexKTiP#<7XIL2dg)`?_O?Ko4U(vU1dV&?PWyc4ARItxjJ&e3>GBO zh6W@Z`VaCqW5%}dKxcc3nEbN`;-eg56KJ@*nQ?Zh+06tcL^K2^_SF&(f}r+l(s?ys zU6ut~)b7glZAc&7Aq)^>VAcKIQu_p0YUeH+ISdGda`;;?8@I&OerNx?+=tU{^N9t< zUmBmee^Wj%HQo6M({t|@=S=M#9GvKWI-y}1B&kD?DbL!h+O`iw3@+YB4xX$6sh9)B z6``%0XGHgFLpeAb2{Uk3dR zhk*8s3@qa37?FzP^}4rF2(_>{|0Ow!be}ZBR`k!Oz*R!CLxKQP?zQ+#f%V zQZe=Q#%AA&%h;mB)Vq(bpZCjjiUkaG1#S$4C7Jf#;-1QBQ@x|fG+r2Eiv>nTbL7y>@H6-&dfW?Y*OCCs345V zgaX*oXlUs#Sd2(IDu`{`jjL%mL!SNo@dGPp3kys1eY{v1bZ&GN*uwB9j0*}2(TuK5 zu*rs``%`SUoPqLl8u=RxfY4%lDS;$S$aS4W9PPXEp zvO)&2iNLHwf3I*7aN6@x)7(#|mbJa$*HH?cNDPYTKbaHxqt<|$g-s3liV4xGiv&;! zn#70!zcPCK`$*d5^+Qg3nW9z`e?Oi6U26+QAR7C2`5d$jlv!C>BS1Zl-#8<*YC)rq95|>bh zzpts$#!KAlaJI0xzoT_ZY;k_+Jixi6x+yfflQ_a?#j~t>>@DBnlrWQ+NUbm0-KWfL z%FHq^S?{ip$`F{m&-pprj zlS7xsj`BVkl}_^cq@-thJ}Dthn+#Zv)>hR}e?ERSdovHUdgekoo=_(nT5b`|&|*>W zv!XoO3`5XU`U@K~P0^(g+p@u$JKfRB+;0YG1p2`Ej7H!-C~)*le*_z2Way&5UtkdQ?*BsgJA3^fgn#70wV>7F1MHHuuYB##-GfgT?(d!T#?Xxc0*|SB`-%Xd z?ujvADedbh%FE-zZw^=(>FM`}C*6GNajzYo40&I>o^io2qd$JkAF}E>q&KXRGJ@Pq z@Eg@mrq<7R^pk4w5Id=9ah`CZ8wvmTZWW1o#1m;GZkM~5WXCU=QwiHp?WBl~P&8Gy zx_L;P315@!MH%@q2$4`rA<~eC8un608 zZGiPhgNU4VG?5vt4W@V;DD7Zo8vG}&ejKl`qq z%keBuo)@G6y9^)>DkMjrJ8sdMhW+BB|Es5%FunYHkgPrfc>6m@barH8LZpdNENKxt zDq42qYhcjWK!|a<(AoN%)0zB=is)gftXa?(^$n1$!P%5c5d1@5vLpRR?gWjzLLPj2 z;HpaXL?6kvGYC8WT;TM(;iaW2RMiQ*;gvXwM&-xg-^Q zbayubg3{gHDbgw3-7PKMAX3uZ-QQfk?>^`3efIhGUta2EzZ5emj8G7ZCdXYDRH%dH|( zqDu&QXo5e(*~n7C?APGM6-GOhFutniwBEvVSg&$ zblFI8aPBNj%?mY7K84>r0r^>jE2-@QaGGzp?@q^I3t!2HuE5hG>C=*tkNlPO5Bb-u ze=+Y+D_6Rmw?sZo0#cIKX*JbzDCn(holD*GooSRP8vdU7}wpwpos z(@L;2|L4$u_~#^BcR*5(ZKaSS`SMmI_88o6z2Dfp^L#EsSj)$Gk6Hob$Z0$0TC4@#}6-lnm=Z(I*xDP~I}KHp%6If|tdXacp~Sq}ku{-5Wv>2C$+~D2Kws{~mr4}+UsUw#T- zPtTA0l=gih0z`8*r;O|ihq+(>DgXZ-U##r}`N9KqW>8@s%FQ$F8w=FdNznpBYPIWtLKZl;ISAA*Z z$tuI?69kIXHM#CK`Cz&8Pi(FA3sMz*7BSM48`YU)F-puXvnbrNeWWr`VX2n1BTBP+ zZhq@gXx6eeDhL;T_gT4K%ysASXS5!Mi3ZN{&NUyWmYR`cjh{+4iF85-yIEDV;^M=> zKXZEO<^;16kNtU~rdFP%TNJNTFwy6;bWu2BaFNz9A_cEW;|emCGbZkIn^KR8%2i`2 zMUQa!jd2*uxfZ?(3tUr6pdtTqNHwD^$|6Gjx>_QZ#A+?snPBhcLy)nN-&+tDE-(oj zLJR17l}f9i{r)6)Sgs&@=H|+9oQ3pK4+c6?zp2XBg z(ND-AGvw>6d81S)-H0-6(<2juy>1s|DhVn`S0VZNoh3Sf z7PIdLt|{@vv3rhK;2+r@W)&x{kxpwC9cfCWK=|LFbgFXK{G;6YbXfe@0%E4=s%N{;Riz}a|O>T%Z}&rQ1&JCSz8`B?37lFtCB zrp1Ot+uNnSH+%iQUwUX{D4*qB>n2h?7HkDsa$zrj=6w+2ngL}vZV$kUj}|xzcI*AS zjQ>-fmC(1HxTq&2WuC!SkAFe*F~^|7J?@9~!K5x+H1xV*w5G;2594GB6?+5;{V!Ix zuQudlpH6>2AVYi1j(9dPHHB2Dv#H@Yt!v&{V6JM^$%ehx>56`h*liL2&_?klx^^34 zZ)Yq2P-nH$d5LG{Da1Iip}T;1G5FC<3(KRCqu+JxnzJa^3wA1Bfzk@~=;pgcTc2qY z?ao2qUs?Z}J(ok(3c~CBIvsaimv>d;(wV@GBTS(N4zJdtN3D#JWrw`*tt_W3st!-^ z`XxK9$B0+${)w*oKU_Lhe_*9T4o<*X+|HdQXDF%L3|d)zD;#Vt@cJ2ic~&SJpXD`Y zJ1(V5QiZ`&x;peIWi-hc`n}F)keD zp*4oA{zpkvCEP~CK~5t^#1KDNAmf&5Xs+$rYyX|KOUvI$Jz{Us&sNA3_~gs>P#dLu z0Zr;Xugl_NVil`m4@G6I3cC7UrC9uKxH-!<-8YXV9m}OKI2a?2bK#Fg5xRn&z-qsF z^(yih#%tu|^YLeGe0lE%f17Js9@Ko8sh}&2d$==lQ+6ob-(RTLsG>{f*R9yYPS-YzWv!LpRwM2b3~h*uF=QT*{wQ`M1|`} zU#Nw8w#6G|Z=Ub2`!;fn>0}u@H9AwUDChb`b|z(Oygc%;lGK&GPnNA`1(UF>wdu*w zX`NZ1zrK?}2o_@Dz9{mZi$~0X_y`eAtl8Tlb;FzG0k310#yrz`b1bFia^D6?mLD8= zCeiG5jp&P?(Fa|n^2+uPxD}n&ZMiz)t3HL-LRPMJg>4r_8V)!MrGdwj8k_cgf*$}2 zu!8WY>Ofc;Y)6I!ocYL7aJQ{Xxarx{tN!r(q~4^XhxbSsYfhAHk7dWFVJ51VWm@w+ zu0a_TD*(oAANA_d_YhQUyWg5$Ke>=Y;~OZkcvHgP>MOwzs!^ohO(}m7vLiZi^lazg z6fgzMZtbp(*#J{urWY^;9MdtDSUyetMw7L@ZY{ZQ0L;G-VH>Vem)5!SG*8bYjJZ>p zl#N#Udx}W{xP+?jg6b^@5A3?!xF1a1r!3X0BKGomTR~m+7gqplf#ehvYieINOB(m( ztu8&DF zpZ*`F08yhBs6+aoOaV!HwI;{%Qq?RU*9f)~yOw9dp2docau7#@aJUbYu6zwET)u{pNa*nGi*_zZd5M)=OQ%&+E zk(GOM`9LM!2ebR>iJoLeham}(-q2HDmI0r7^nnA*tMrnM3-dfzudz5Ay+gLk48@zc z#n$ZFn{dz(UzI(HfHO2WN~9Do|BAt(yUa!uq}m@#r_lJBQH~eDuiJg`IzNk1pz#!{ zl%DTdBC{;@U3T^}lCk(5zrA(1r=P2gn|je%C2PIpslT0)^q!^Ldw44rJAdHLrLHcxbumf^;xd<=8UG@0@KI((S=>;lKuOEBsnA?J zmlG3IQG>LODb2=@Zhm+J&E3{~UkXakMGQgON{ux@-lnR6ZKPSUVl>seuH&EZAE)f zU34b?S2TOFGEzULx|Fs)-JPPJ%#RAE%dnpwKZC8)({2xyDXZ8Wn~NSkQL=wPw3I2j z=qgzd?K-+^cR^LQJaX~+&Vel|L?XI`8!Ty-i%P4PNY|Tma>)IgjjOQ(U6rFl6Zajr zwd}x5T{ZBvqg1`uLihtt_BMep1vct05 z|9lWN(9{@yqDo0Ks#&+vmSx8FhbhqYNbl`o(mccIH>VW}$qgA=%p z8p(PeGkR&7ch&$|vmsc@K#NLD$O%8XG^~vuOLX?XX@Pv8@}Bked!{WoIzts<+>Av- zd#jh8Oh;x-$RSd@*X1%Uj;01wqon$3XKgSHnnmB8;k${xBa|r4Mb#GXjpGfgmLl5? zP1(NbZfpE0?Z`Nkj9q-=$07R;67l$wYoX_DQSP__?cwxRnz;wV+=A>d{7`_O90D&5 z+roa{_(R9!Vu`zrCT;f#$3?%{17j_fs%ouk?eK#xhwsg9Cw&@!^!O9tPGFbF0Y=j29*&FPDR70 z{a&?oM}-^b*1k_`Pa!DsgsW&WtKsW%Dl-|R1|Ogk;BiHvii^ioL?sQ zQr~~!rk;`D0Z;xS7COXGSU(e{&x({pWqBrq2VHdT+#?dP*sM(xd;P^=D+BA@%g7Q8 zhJSY)lOR+n!TJWqkT_uPe=FO;`>GaCFw^SM`fDZ-k$l&`>lJCzg2-1#`BC%bFDs76 zoyf43dftTL@xa7|086X=&CvR}{k9+3M`MyD=G4_^(WNXa<(z~euPim-iWqyt2xEW3 z1$CM24w)6oD{H+!sWDeb%gvR{X*y-*C?QFUjoY&rU6o6LY_5ONW>xjjE)R~~g_w(F z2t77?lTlNVTyfkWzZ9wPnvN_0CC)69P@=g6gDauFpsQMm4hL%)F1VY+NAiQCu++}a z2tJC!;@9cdKH3s;V!hhlat6(Dmd_bD0y0Ic;Y;yV=b2vY;HztnDQ=J(le;weR%7EW zlXyGu1<1o?Evkyv9dI_adLtgZMvd*EAN&j#H15PtpX~RhcCT9Fqo0yQpwq3VP2J;` ztM#Oq9n7W`{)KM%SY;xYUB+p1GufJb$EVYq2n-lYTKGToDI#7DtO@V9r=v7p*O^O) zY=BZ@dleUY(B{rALTXtiPP|SMibdk-(ycj&?QXz1Yt!r%{^y)!sJ)|mvx7*4g6&W-slH$3sIbcL`Oh>Rk2|{tV9AX>BkP7J+md|N3s|v> z0MDi%BHD>1a<^ewXovS3+L)#Ja0icXN4OCij^>`F5gTN`z&lJ5@I3=#A=7dgQ6SpM zwJYn>t#(m6eg<0v%X}~UVb9wa!-&y7iz@Pb9{osltd04)D7Nq?2?!I z81R^`V8W7`HuZ43!RyvZBmKP{$^L9cs@sO(xDM-GbGVqWUr$!bm#J6ZF7pj47!KjB!6S9Q5-(i%`S&rJsM+k6?mN^@e z>mxH#&>BY&W~*OM{5m^r8=5!Enp|SZEE)Txg!qaUjWxE}KCbk8vNsPkUk`Ht6RN|T` zuTEyM+g5A<#>67ipQ*e@otTW}edzl)L*d^(m`6H2#+))q#&|nm$cEg}_XIMBFpF+K zUlWHTS?5YH(-k-`u;hcv19J5Z`%kyVw=P#AR6-iS9>Ro=G#2yDuIH_hTZ(V_Z(psO z5Nx^(5#lp-3|s4zBrfS+g&O9xJ#R-xc$F_X_n?QS>!JWRF&l9>Ze|Az+?;}**POI1 z^!c3K(hXlJcdqI=kv>q#x|aEN)MS2D?s}heAo1-D!dpK-zk*V=lW!0FMV;!OT0~Q8 zd+wjH>PmWgPrj^i4mIuq6K!JbriMGrsVKe?FE|O+7^$jGH76=j0`^+vyhuP76tc z_Be(%q2C}tnZ#9B4r}VCC9D(v3e#J3h*?`D!G+Dyau>ZRl6#Q(RoNVtjJJ!|jsAu9 z2HV>&G9nJ2l|4h`DPbU*=5xgA{UFUE#@Y+c5`A z(5ZOMzAwZq3o9#tz54Bgs{V1w-RoU6E-!NK$>fuLi(nE z>0}Pw==2R8lNOOHwf?k>6VHn#gu6QVHlPl~;0l%THH2OM<0S)8+n!b-nMG zqN+od@7PI*lKA8TmOHz=O+)@kLmx(~BTw%xOSnAK@q~%gjB^2Jncvst>z@-NqGD9N z(NmmhrnR%Y8pX(EmCiA-X~h+jD(@Q2Khs{&m*f~Z770aC_Usf?2nj@!9xnX$yOC8Y z>(7$C^3LXTBKA9Jfhe=)rn^q9fILD9uDHyXK!C(^w@S%-gcT;#4farD4nvPYRltd2 zfLPhT3|9Ju`uyhzuN)Uwd@fd?bg@7R)z#{7)a30_&Q!*ou8WsHFJaxD3({`lO948O z7NI^%YEbNbd3%}_@+9y4y>^{z3fZ>6LwCkUlF_|~rOkuY3yhs3*Ss4n^9Mwh)M+~6 z%eUbT!yYa4KToJ-c@dwtg5a>ThY;4u_!Fze3U%itE>!N*$O_Rwn_KwDY8;wN9J8|z z3U!43N}H8K91>qDJPlsm^KPFH0}XrLLriY6buj5~SKyNAQ-2{UHi8TzVd4dgJxC(0 zNiCfD06Rt_%VkkgF&;NxmQV`Ejt-vmMaccv_kcEl38f9d>T!=)AStst5k2KdI04m1 zY%D2x*=Z2!{w&DSDiMt8fM5vu2E4(o;E1ZQf^05W%@$hrQoWyp}Y4 z)u4Nsbi#>ffJv|)moiDSuVEf!^POU(T3P?iSEH0o0$S8L?r>a20ky6b_m4xw(hsb0 zn6Gzpcwwm}mf`-Xiv34T>s1rXXRTqTs__YjA?i4Tsup#hXV)IUh8J9@Ap@rdakLOx zjl+GFlM*TEo-dSN-n8L}{`N=1{D4-I=kSjJl%JSFAk(O7!+P0re4o3m~b!6KTh@R2Bc}h7Ra*a`>p|*D8 z<~;gadf}2hdypR9#mIQn4YOO`)S78x=hDitkOO3vrQJ3pj*xBDPyt)sU{rPu0Xb^_i1(2?fKBnP`PaTNFBXV2G~3xrKfN^x46EnRrr0M|98QwHlqOxa;>vs?^`|Iay4AM*71ngi+1~y?-hhy! zrlC8e+6Uhk!;Msndnb#C_g>dx-yCmi^}XA{DAjG|kPCkFv3||+TE8yrU%Y{!=>9TL zfOu_5FgO9;06FT5)p-&|uuOY9SJDnndGj5TCd6%M^ghUG>Sv%Id64?U8^HKz6DiJh zjTLrpK))!4i|t6Vd0>KZVVz85#c+9L;wEF0rq9$g&cse!E|}%#L3Y#PXBlZ{`tl5s`2$y?G%q}4Emco0P;(4 z%oba;q%uxkWmMylsA&N!mudT_sUkIBL}E#{zLWJq1-%^{`)TR;H(tLh)`9(m za+j#H8u(&}&3=}(#Sxa^NpozyswTSx{lDBQ+JY7|;_&9Ui`p|K=_hiaUl8%_Z+O!H zCYb`ivB!Tg2NJWOo`D#^9Jm7JBt$!t@26nfn&5ubuTy|1A36TUB$)8a>kBAL0!BM7 z5YhN_pFa*6Pf)~k=VO4L8hO{p4bSkw&aWw0Sf`^UMupNis04gl{t|FMK6IG9Rd}xyh~!CdSjX2R#CYtsG;|FqDMj(y8gGx^A{b2RHegdL&tYDhnb{ z!f*Xpk8qn-jB%9!vNQ#w>6iYKIVIgE>0V=@WLXWiDGWMAFb&r`+jbw;Q2O>`WT>`? zwt38+E5#6GUH82Z--(pMgJZX~oHs96+yUX?^qjR8ILE6-^7Bj7ecKCPbjb_LOT0|q zxddq?*P1Ts_3b80q{zI^Nqi!bSKi{q)X4nxlubv2ljF~2WfP3EkXhP%o>;;22uDNJ zvTYd$`{Z!p@#7~4;i_N~+2xH>MBlEChyCl&yj_2K@&25ZcXF8fLh~AgbxW3=don&+ z$d-K8&AsHu(i%dLx*2Xf(8cjLd|=Kxg!B)5z%yHxHdg;=6Zq-g;1H@TIpPm*diwnL zj55WZjKN(4NRMP8x4?y$2_>`(p*P&|65OTSYJbxO^;yFOP4YdaDc3=cM}ylvXIHBb zB_et`2*zJy!p4`OkV+IJdGDp$Hf-~GEGVW5lxd&&gsA!d16SJ>gSq${p7dC;p$CozGM_-eC-0b5E-!5cL=dg z5k54xkM7b(AqyW~^7e(h<}*e(^;(dKrG1$STfN*dy>vOmdGOjBpMro9JpfTOHH&3q z9MM3899yVNG@`j`l6$ z4!4h_-JLfBOl;Ja7itlkwB!O@3x`2tEUw}D1McKX2&CViR_lw{Km>NSSt3epA>AatH*wd6-Z)EGXKkB4KCkyxHFUZKtpA^3D$|hM@6w)@^ zQZM+`*mqg{PTo}6ixfD0lq&p9#g*ZTcxS$@Nfh!f%LpHn*CA|fA7mg=I|1~-jMMir znAj{)C8w_W=ZJ;r4dJF2N>#5bYBGYUpY^NYU9rOoV2f(nJ$3qYFuP#feC2)Yw}|(F zwUpfRRC*@Z*Us{es9?_JM^f>Xl}QWjQit@Si1~uUZIRt|a`WwRzuSSLs`7VIl+**q zgLpckLzkfb+D1fsJN1*+5@Zdy1HGn7-N#R2+4Qt9 zH&iW~KvHhe%w)a7-F&EVoj~s0<0*D1K$S(=bN}P}FN`Sd`mZc?`-NV!CIZ%4&s*sO z9D|6=dKo73bz2k>e2@A2t@Vrc%lO%WJ&1iWuSbh`O(l#UEbHB3*nM9A)&aTtiqqz! z(PkZvyB>}AC$(RXnv#xFcpj1f@u2nU1?3XBaHhBM{CR?nPrrLTnS4M-V=)JN2v4E- zUg|Hu-i#C7ynS-pg){hIHem2bdV>s;M^`E8L1M)%*ycW-4sGjP#{LO1t0C=f_?vh; z;+nbJ>DK!g28eU0@B^ZHx)iD9(=SiGFW3>5M<5Sp{4W9yD>YJZbx1~i*iZ+KJP2%H z5eyX6-_RIcmbP@oi?lVOJdiOyc%zDH8C`+;e&Q#>87cBAsW0OqjI~xB%oxULR}<>` zyKhg1MkzSszWoC*(9ZIaHIRdZkiV4Adq?*%8m!yIjyfd@CdRM+bA8gRH8iD=^6<&!Tq(xP>Q-D-ckR59`zS~#*4NT;C z#qM!AqWj5mj#i6mr``q)c;!Z?etFNATdH~aHHk`g*VwxVOfIsMrEp|tE5!1b{IZZF zu;7))+s07YGN6xtf7R@NQ^IX+iQ{%2LF2Yz{sit$czl!iPFYLaM0G&@a?{W}BzV(~ z&;^<02Y0Wn?rfju+B!~H79(%VG{fCVuEn?DC@FUWbpZ#(i`=N^AM09DG>#517mz%$N#HCsef$ChkhnrOq=4TtCI+ z%{j=8v*g~J^cy>i$7yamFO$Ha7w+3(614}HNRj$W>J z_xQ>w{q0W{>G8R6j2gQG1z@SwFqURHm`dyW50}LFLs9HOB|`{SYc%+k?E70{@CKp zUg$~5?$hGBm{zP|x5h4a?GvVooX-yQPrZ8EI;PU(#GpisWTr%2{H=9~r)PNCLUyLXH>il`>#e$Ky;=HV{VXOYY3yvpDhEHwa~Ne( z<-FS{dN40udif|$nuPv)3Z}*nq|(mII`!_3FU_dsohK@-po#~|9hTo-@I)VRlHLo< z7ppE4i^r+vE`r5;U&;({0UHY~LzH;uXuPu!zuaRY(cPSapv+lH*g#|>L%Q$ed(`TO zpH*r#UeF*^QNx%ym9!{%#q|A4&*^3F&1cGKlFM8fgZ5o|!DKwgWHQ{ZaBAUYFA`#NShKG)`EkaG*VxE+{mB%!Sn;Y=g0fAoIne9sj*H0gJpwtWUS^ zw=j231Bk|KtWaCsJtaZ#-OlG4y{wHG=iJ6yOU~J+kBd zmHanjpxC|(0vH3}%TWI=VWfVykk)HZH_BP}DeT)Q5`yBMwy+o#Q2}pLE|zH=^?!d~ zzN0+GL!C`u=AoZ*IZ7?`J-_b&-$xer2_2fT#DO{tGccT4^jz_MOk@Lr=p z^YF8TgTgP;|6>ba2HVM^mprG#=s-ZpDlqY9fkpBZ;njwb?8?$M?!+r41Q_DMZNyVe?pMx@k>1+A_XeO zH!w6RCC`#yQ~j^k2+VhnGrzxOZ$06oq?*xsO-?o( zH>av1bQWNLH8lT}>#EB=ZfXyQ)!5zhN6=rl4Icy+3K+noko?Bba_OyHq&iBfMGBp0 zm!q=*i8L^61!{wg8fqFEiQVqN^Z)qu3qE@MQeWtiAQdSidL4*v%LC!&?tKqy3?Avg z*L2y{E4GUMnwBlR$T*VJ{ZQ4)%dOYMGDhW*$&O^H z^jJ$nM@t$@52IYZ0_k;Q&qtjEglI}|oMGGzmM&Rm`0;^+&&`Yw`i!wLd8UVjYNRg% z-kwik_O9;27iYng8VgS!M9RO&6Jpo_&K+TpHVuUgY$}nGLtyC9Ha~`v_4oH{X;Q_- zqvLYezLrX0@^e1l6{|EJen%;$`o9*e|I(Iw*#~)|mH%2ZLtWTBa652`PDl^~-8Lk3 zR8&Yi(ijN|Nl`m89{R>RgGGXX_Utb_Y2G_qkT-p#umYwm=60m9DEIDt@a&Jm_hBExoAsL2I23#snDH5$yEr?Ch`6KMBj}Tpzsjxt&O8 zw5p5b=oqa)^Rf++vAZJ8!pn22@$`z(n_*eWv_H#;HWl6-A;_z z>Tk_lM&NESA}nSG^y3f1*TWw-g0B=+u;S6C?0yGLc#L(eiVdfC+|-PXskobI*v_nX zRXLWh?p@-wrbj=&>#?(&5ia1Y3rl=qYPRFKR&+|=6GhorDPCGio4Gy4G9g=DD|G*q zZ0|4!RmoL)v^P4ss8j|-1w2PL_Xzot7+wGtylrw_dLLc@>jJ6v)Wih%RG$&-(MxsS z>rRJ@_EhIyG-5RxL~zGKU9>bq+5fk!;JnR-rm_k~rir?xoAs;t58 z5LH>4&BX2cG(F+1@fff$%HZMQ73AgQP;j_jzTrNbP=KZa`71Q-eB#83$n^Tkkhv?Z zjp4S|rd4ItHePkn=vUHjYqPX@a*#PUB*f1^H`@@c+``hsFuW4ME1jF_OdUqR9_2f? z4j-2M9}WQUu9H|PkIil&n}!*IaL_PV(g9!{^@-9O;<@<@bxg$st9E*>ZfuN$NlR&< zCbYv24w+_9{rF>ONO}8i-=S5(EF4}dWw|tyW*@@92G>B(!eT`PFWG+mVT1m<;REp` z-m5}0EUcECv;M(stNF$P8?>_R7cZ#Bzlt~8*ldO~l5GXCERN!9)Lb9SybaWP8yw=g z!Geq&of;(|GCm!?Wsst5xp@NOIytU0w zicUiomUn3NB>F5d0#9%FbaU!%sutdRwiX|{z%~0G5Copg+YEEt z$BF+RP4@pd#P^#a8#za{{NS=-#^s2h!M?GeU;W zS18xciP``m5bZwUmv+@Rl)^cl%)X$tSN1d(fvN62e6|s2fA6fiYHO%1SZQ^*Tbv2q z>Kzzjl&AB!{QR>EX(I3>GaK#F`=5PMHzLJm`b^6!I$XRcDsk@AD|{CwRR1Y}==~E8 z`)@n`ggb$OhJ~T%39$-%9l7_CAK)6^1Rtq!%gAO=zo3WEATMLRs+@Kd zKlqsxX}>wLLoMC%=kyX~hW#~uGw*D{bG=Chk`D?i0u7}?&aQeX(~62#CMG9Gp^)*N zZLR6J%@vJlWD80hZ|2kG5QZ^u2<5ADx!*bp5qXp6LPvt9fC|wy!LeUfc`vdh*RsK> zep=*EgwU@D*DNwpp8LR@BUl9I(K;QD_K}J!jz(TO zTkknH7~kT?FmttjHNf$ks<2!bk(HT^YnEDcI}Kb)w4^vAKCm177{~g{%2F(T`KV!4 z4+DGqb3vgZXk{H=v(!dzqaK9EQ|J2;Qjw3p4~wx=tj#s_knEGn&FRn{)3k=}7^2PU zM2ph>9(vw>tb(BuqxRjAoQ!}aKm6jV`12mygZ#W3Tg#jSqnhrn%f0Fc6 z9#8?~r^@834%aqp!WQ@?vEzozB*=tGDOg{D*+xV5-_!tO-jk?r(rin<@%68LCE6!4 zR~RYu_#YCH4stxB6;bVot&#TBPOQp|gqVx>e|TZ9VTB#t$9|$l9cxP|)W{-(`5PDj zB?CEwG{es)Vp;!wD)2u~oX4QzA|KI8<#Z@1RwASQ_8mFGjvp3+3kLOR*0pVex1$m6 zS=ea@bt@>Xx0Zv()$yI?@K?XU5V-afz)kYUp|uzx|6$vZH3GIxSzRZS)A4E<5Py2L zaf>P|W8>t9|KSDf)w;|(#$!GJPaf46c8?pNG^sSs5j$_b^o|L%6smQt+l+^r&$&HO zz`}>U`LG>w3IMb;F}6pjwS=yBSz=!m(LMz7S%WYD8Vuqwz0qZGdOV9}F+K8mMx%Nm zbEqu z3rd74T)-l503T(|>$q{-aE`ww5s>-qZBrpW&mCp#ri;UcTku_C7bl!=inv8Wu*x`b z2mQHh^Y{hM4>>4EWO8C6&(E%DR*lrIb?!HK;-{1@@-$k;?+?!1x3(X8c<)CKFwhJw zTZ=MWJUT{+S8W3ATump%avxUIQx+Rb?nj9h8=UUH4K~~X5#=ptzvPEML=VH%hJsQ3 zw>F=oo+o9vU9c234{aVul^`OwHJymtd8EndWCDN!8ZK>|8ur$9=7`Eoe1cR-476bB@XZ|ZD}tQ)8vmp&CA{UsvuK9LB35$r6N2(VjRW#v+w; z9Rbq_j10?FHq`>ger=!6mvbBpy#=os;-qPJg#%1YO%`I!T0YbC---#f_-1;!3#Zk$ zTZ$pfSk%$@-n7dyjabV3s94WCqverVHHhkw2rVcz?WQ&Uj#nUt>_6KX9f}g2ye{Ku zJHD_#E-WW+jlnW8F{@z?5VAL_Sqk_fbpLCi)oTw71CpLr@O$FN5silfZ;M3mGu z$9*Fsqk;{kfJ}4#FFG4n-D@jOJ{zpGSj(y3<;jXDQ$6ml^fZPn#}`6FpMi{?2D>V= z*>`8|18?0=NUpR&5Drfi18Hm)J>Hn}`(Zz%hW zt&X`w7Pwu`^NvhGWB2^O*Z`8k((NZp_MFD{8PYvq<;M@!Tpa9s}6Yjxk z?y}^BoCx{Q+=@2mJ<#ZL2!#u9TOPpHDkw`Ri!j)^;xg*{_T2y%(+#oG|CsEQ_Y6@N$#-E^aj&`ZGi{N_UJ+jSJ;!z zQ1=Kqt6H@Wp4gS|G9J#HPS3AR8s&vxO&qJ4vKXc9R#BiT`O^{tV+Uj?1;Fj}D0)vU z+qUBm1>h!*R%J<6hcz6x08jwvGT-~7m;W0WUuHOsC}U4}T?UTq^|%7&0{2h&FRm;mf%1)3u!AXD z?Ql+i)T!l&g)OlkPyj$@r*e=4HiZd1cc%(A$~{Y#zdlXDV^tWY0>-QV;gI2|6Y&uX zhe*mrW77S1H^qy)k5DrPq;B)~*7{wcPjk|--F53ectYosFQA5rTwD(?*L^`Sma4tZ zY}KVj1m9yRSv%m&*ay$(gKDS+-m|y&ft4=zbz5ngJmJ!*8$SZ9s9}{WNB~g=6#yLt z)CAy6o*k6VH#Q#_#k4KO(cdrCOsA{URY3EBsY|l5e9!miXGyu$(M@Iu6-Un|7myLU zFd39r3oG_$Hb)kaCoBd~spu-56!@x65tPkaF^3d-;U(VT#!56RM?P8W@!*U6HBhqm zWG%+=|C)&Xmm2&R(;pdlW1}tz^8?xc`a7=x7gE0Dpuyo_U!n)a5y8IFhoH+lr4OIg zTyg)VJDhNbOy8!if~!zrgMo;dn3#OnSZHq$wFZik z!UDeaHoLNST@X)8Mn6A7)p2VYpnk}hd^^mwBJx-Ge^rid4+kv$2k+kP$wIf-O5I+H zFR%V`MBFU3bGw-A$vGsp{rWFU1TymJZ)=YWhqe+4->R(V3=~pf+SY2yOQIcGy4*^8 zmr;Cu-mkK+S8`@ciUdk0n~v88l}`o?nF$V~*aoc--XeyqpyGchl785~QlB z%p88QG3?O9hD_sA9%-5OU@2w{be|R{Z~OO7_P|$n#P7Mmw%y)HO0a{sRD~m`Rry_N zCz?v(1}6_I!qGaN*BbD{mZux`u$&E4i)Ig~IU=93 zgm&&T=yrdhD2oG3qW3$Q+=qY@7u15z(N6H_sG(906SLlZ?eAgyd6N7f^4*jM(tV7} z>*EXOWk{tl8n#rHGRGOSB_0i}Mpim|D_q`#O#Uj=DkImGpH-8?I zBvz|s!G`UE!aN&e7aXjn5Mrriu5~{fa}eeaqG3sjpke-gU39cV1Hdn!=I#vE^f5c! z+MW8WHkzgTR)9>;3|c}%Er?k_QarHZb;ojbPw|w=o`Qa8Rv8XQ)f^O*k>enY4hCXy zL@}-HQapxw5m=lDH+BTP{>ahKFOFy~@Re&8oYIh;dXZ$1N}IXAx{$MvM_ zj-850xKD_HsHssRJ4Z=-IjJhUnQh&$N2LUPBgZ_?V%ZO~E~Hhp$iT|Vc?RZ2Glog{-04xZR?Tt6SARPTzFfcrjQC$coG#&jUiWb0-IP z;suVG7sL!9!f!&%lOY8Zbr(e6wy{UcaThb>bBBrN?@i2P^8i02lc9`c03Q#n$H2+{ zZSPfv-Lu-}hQH(cfzrD?K5}q?;~hb@WTJkZ4-unTY`gmzyf#f2712Qs&X7S1z4Fp> z5Drz!i|w6{!-)|B${}F_X#1=$86uzk$4|XV4tDOX!mrmPN55$6S{s0aY|E{i`5Bl!|4E$65? zE3MdmkyvY&bj`(W$h4N7J8A`YRn_#_BP1tcTa%A9;VuA@1Q8vQsAnKh z;Lm+z9Gox9p>kIbK7&m6<_Dpl2BY?c_sPi4a2QX;&|rl`LDln`fqu<>W4s1 zzn$O(cBh%WWX)wruCOb-Ww`Mrnq(?C0C<^zUb6@VtF^Hn(PMfMMe z76b*p+K0xw=A?pWFG9O6v60x^?l;e6K2Znp5&R#WA`_ipV(%%2Lq~OCBgjVR*3Korf?}XZ6>bC%uB`vMuxnNrLsz4&QiN>#UQf^+ftedeG6q?_ieZKm=VZCms zH#*%M<=J@)QiYn5NHMMx*Zf1WzB)f23-X_&p+Wy7+7r&~vio|nC3mVM7u9}Wdb8%K zd`o_dIJuWE=%GYoG!lz_va>ewt0*F?HN{u>Ev_2kavjxMqN2jPSqR8Kq)QU#9_LN6 z+i<6TX81BdfHQbFk*~1jk8f_N2xXM<+iVQkMYASLF7Z60h~aoCL#}+ktJs z)r5oXtTrc2kfVjbt|&FoaPV}6dIEv_;=%fHiZ3_nYd`w;3~cpKAsZ;{*!=3ife~f z_q%~ncRc_KJiiDRPuYyP#|=3u9^a6uyIVxvMM(ahLJKR%QmOkjU^2UqoluYRvL~Y% z$|2IZUB(gTuH$;>AimdCnmoTv4f{@o811Nt3WH}FE|m%Z;^|T3 zv{_^@!>qoHeyBgs`uQpGK{d9rR(S-q_`AffF#dRHgGsFL17wK*`2vB5jhcNA9wU4w zxp$^6kzL*OXbufLzptq3ofsz- z-grhSa8VbVKjf4px;uu%*-ltF9$>F!*$!k)m=mgZl93u`#o6`+)puzrm07!-+$}Q` zaC0|Jy+D&b*w7*oVpE2paRqVl>6sDZi<)odQ@DuRo$lcaXOq{@uZ-x) zHL*EWjIZZKbPVRHKzlvnM0};S`5W9q=JaD?9+oHfOw;ILWhkjj+l#3S2cvZ=>r5%9 ztTyiVgkiXh?F4%`Q^09(yO6R;9CAeWIX9FA&K#yV@q# zX<|o1b{km3dG5qY`B~>aoSj3r4s^pH(@lvZ(3JE)KQzX$olsZR9XRnd(H(T*w*Mhq zrh|zWlU>j8{9rd@7?+QD1Uj$LsbUQ*E2Qc7ASP7sFYWSlFc!^6U<&KYhKBJ=8~W3* zq7{N=9?!2bJs*Y}Xjp&NSLuv$gPt+afn;Js-hi-v5SQk5HTQJrAL7_XhXZ8}-7m>O zd?Qvs721+9s*RQk(iXR%gQSpk(P5S%f;J{x`~6bw=EMa6^jl?Xr<`-uY`a_1Eclgai_0MVl&_6%qRROIvT=X1j{3Zi@zb=2O2$r4p2NdQX8tkjuH zGpwkMVZB>pBqi(DZ4?zb<%@7w8nrMxWW~yv#YDx)mX7Ed_Bf6-SxFZ7a9IPlCx-SW z+MUdCGqLT`si;d_4=MU<=U3}ht|_jdi;A_-Jwu)9JG}Rdc~N(KJ-c|np6d;&=mPAj15XeYb8bQJx)eOvqj+N-!zhHJg`--R0zs?gy zfMXr42Ii0#;%y!;?}0(SXR4)p70v%{F}KL z?`)X-zZ6+wfcBv2#SC&TFds;yx2foT20~cAlz(wMG|{OUluKD48=s+u#2B#)^igEO zx!u}e5jQaMhkN-QstI}kxSIs`kbEikm#~7A8u>-L@*X2Ou6=z1(ex`vERq58`iP)v z_-gj&I>Gk0NGDxUub~J5&MY4~BFBIj@_UvZblC&6QxhKahFialZ~;foaEw>UnO#AW zo&5Wa*{HTtCDB2kHNdAV6)r);y$aGdR+~NVyqg4bt+6G1f)cy^olg2&m&xF_0p_fz ztY(Z)GE3W@n^*i|i;73(ymg6WhzOwogJ_ow zNC&$J&r;vlTy>@T%Y!9?{^eTEIGRAaEqf1}zX;tX&VMCzd6{S}o8P%=4#%dU+%M9V zd8?kFHKPz){-|&}-^EZO+}fJ4Fu%RrDp2y!3)!x(BzGM`*_#vPJp(Vo4Xen(s3Y)#2Q%O?0$$s7( z#LNe83S?X-7F?;qGo){8s%8JFn0iCnOd8=)e0q74hkEgfwo%bI^D*|ZlT78Y)KW#YqcU(2^pKw)2YYN_b6YcNvE9z%bR``|r zzUIx`8c>o;C6*o4Bd#7B_2kSr$qq_q2ahBU)y6Z|jh%LiAW~}n@NEqD`Bymg_Sue* ziNd?%Y*g{9i|Ch2n->IyO)t`%6D!|@o^60o$+A#Ha85qM=pAV5{C4#e3XswoaLFT9 zY`2{Qrv~S^9?bOb6Y~Hn9fQrzgjgE>E#2?u%h&g|z4FbUZ_wB0vyXi|AAEf6H)ng9 zr|9W?1d=;dZFJt?7g@?QRuS3`8QT*gAp8W{A<_g|*B!1giZZ%UKO4q?L~=%Ne+FaO zz*N~kHTxz&v!COS_|J@7C=Y_-`WBTz#lye(xW8!@8wAkv?&`C7HQ>8fTEE4>6mLu> z0y;(hFN|L4F#e5-o&r=fK!@$X{622)o~pRm&~>t56#nZux$%%|{gVrG9*=jL!}E6B zQ#%F~&4mJ#nx&PO@<&Cb4nIX(9Bb%Y#3422ea`;EPZ5j7LzORR^Z{tqF17&jb93P7 zt_I$x8YURpiwQ*JS`Ea}eaCbTXM>oxw$`xmG9L+0VQM7_fnkwx!-Z23iXq|aOSq$n z6I3>r#~CnrMlEEzSbLI{e|~ntja0*l>s!lYp5K-J4eGMQK+UNRl9VP{B80p4!A@MF zKQuqQ3W<>kX^H3a0&xcS3-Bez5sZze%GI^}{`poM@VS$THq>5}OtF*(5;`pOfBsAg z9~_|1AwYwu0f;jVqqwYK{9si=NgAtU55`i^MDcpEO# zzd>dH^d0=Oqicx-xQB7{k2QG=puuRlIg+cR;L;$Sr6J>QK_Gy4(j7Maj}mOy0z2jq zx;@tqU552iML*?^7)WAyJsV73@_go> z4Q%PbZy&om#!FOd)TeK;i3GiP$aozBpV>^0-9BPrf+LNZ62j?1CFm{caHjVkkB9=5 zM^t!ii>!@0`9Gd2#T_`Sd50C3>5o4G0NKDmeE#BG+N=adE%ZMcT2<%>N7q*PQ@N`D z=R*g70fhxBbx$#Ef%Lz<(SNtc|KmaYr$`0S@7Y_hY4eEGwDLQdd#>b_;9wD6MAl4PDDr*{1VV z*KQg)g~Oj*>@ct{Q%Md7qTy`-jQk_mhbnyH@4I2j>yBi?zIkU2|azb5V z3%tDl`MLP}8Q~(sM^#@-a3!cBf4laddz>6F{$laHz#!wXYh@{Yo(_)qBUX87pHgn& zs3yh#FI00E$o7Bch63~7R0tYEE=e=k5g1;{Jh{FbKarWVKYh97P-wX>UL0SH(7(qv z4SvrmnrP?S&i&c{WHp6e|HW#u-+sTth^!57MuEFSc2_uI&&Ov4qL(cve&Ql`mIHv- zm+@$Hrp{4UVK)=Rae)SX{)?e>PS0OEnxkS2w%&-6QKT{;*4XDQ{OISi{@08APqVy# zd>9ubK<{e=Plw{5Y2Q1VorA+_uF;)oq!_0c!$DC*#7`C>Y%_?^;3LS3>q+6-8&vv} z*BspjC$lIX9BUx4b^>BNdik@RA7Zd$A=t83-UYS60V%%=1Re?|`vo+?gC|P$<)HT$ zYFAcPK8hC;OL%X#gxqK6j$E^y*`YEy9URP(L&nT`lE$ZM;E~d=H9sZY5UoDKu{|-G zHRA0vxklnXxHB8BxceiZ-opIyXg{AvG`dV%iV^c&65fx`w;a=TCW7M{NVI{@WNwtF z8BT2OBaRyf%_UVQ35NXid@tRdPB!%fqL3AvBP#jbWmFSTT)%fCDUHtU6I2hEy*f70 z5t#g0z5L=jSXK4J5M|t)q+oC18CaXNQ4y4)CYkum-f%xNXYBsVd_G|f{+6{I0x9UU z?7joUy^_DE>aw4`kXc_06W>#JB~l|$?S|yOKGy3?<$?q?Cw3Z|?PcPkXWH9nXJ@ud zWn4qfbA}}ad3Adt0m$@A)(Q%d*cD$}#VJ07-aJA0_CQ;_s#^%GbhBVS7T__v=`D9Z zwy0lC)FoZD8A!Hc5pL&mJD@Ob98bwQ_6$opEF@{n8i&npm^4eG_#QjAwNDw1GH78hn{pgO%rh+o$wma1G*b}0V`YaNJb>(w~L8FCkdD1+#3J`G>rA*@#018a$ z5|+QEr>7?m+7u_VuJb{~d4?@MaI&nR?ygyBY3V0$4H^l?B>7G54iBDWrxrt#;Ba5F z_bqIemq}BK>^g1h0n$C3V!uvDJPfW#xQ0DObg*fy+BYH32p zvw;~qwY2G%j>aoBwK%@DKLJu&0z+`m%+sir6@*eO^nIBJ0BPa3SoIYtq03lGBYU!^ zsdT$LTQW`p-)u~9C+PTHzfaO!uNAMEWFvhVxnTeeB&}hbosMz{ABJ|TJwppAC>t} zG(>8CdQul;Ouh?M*`ckm4;}kfla1Syur4$i^%os>7FJkHlpKfwlh4ZLcXAj@D@rUec^Wx1y`CCJ6)&^xfa;R z`~)6jm1uva9nQ7Kfq|xa$jC@zYQC`1{bw~eazSvS7cV`nmaYxa(cSQb1~w6<*S=bJF2wr#Ke1a)&?;O3Ht!KIG$?7Ga@SW^ z7l)sH-RMk`Wh^L4#T_UyC$gCvcG!c^Xtfy`8NGALgx}NhrO%YMk@4jl{RyR#?z+y{ zLYqCjPWdiJ-WM~Ml&V<$UsNjdO(a_9zf!5Id4ZeMOnGmDm2Q&XiWue>32rF$vad!; z3`Yuf3?Av|FwP&7F?merNwuku@aZyoLpbe=K)?ST;wQm@-oRHSkE$M<6ix?4z$cKz1%2Zo*HrD z&Ck!Bj=r}5+pq*%`Tdld*7Mom`Vrv+*f=~?7Ro&wBCeP5_2*z)_ykNX3s@m6Z6id* zW?lR^7&!t2U+t^RDV09fL9qLbwQ(vvPG1I7*+x^WxUjCh_Wqfx2 z2)go@g>4U{=boGo7~YN$Voe58m>9cq>CrcWkz6xp+MQ|CBV75y4*d2)jUr2skQVq$ z3G6qx>`aNgZn>#8j2$K{B?0x@3gP_c7fM`p7rQmTawuB9;t1T$d;zvNoB-a3=VG2= z-%Wg14hv=IiCFN{MisaGW^83YRO%Dnm-W8oB0#X8U-BfXZVkbBCn;EKXogKVMW8>n^1R?v8FEo>-Q@Ur$4VPL-R|w zEMFGqF?5s|fnLJV!}}k{+GFo-2g|j`XJ2xlVI-$+F^qHd(La{`#*}l}(Qq#jXA_a^ zhDyctrLmN3--)uRIobH`;V)0eI+?o7F{ddx9r?ZYG6iXsm`RafhhYoG&u%zs&<>jU z9L$Py(I3bGpC@;4OV7ka1L^z#7QXutRsbSNd~gx&ItrR5UX$%XGUZ({g5H<;XOFjT zK&?f&RoHFix#$BL7ACbmHy&R$-fl0*GROa1{0D73E@l*Xh}<6<$U_DT93_AA9D>rC zKsbZZb`+5I{xIz1M)u@TiNYWMQtTsVH_!C>_AjNp7Q&7FwF|pJ-u3)X{KO5syRZnF zD8-Y>o2Ebx1Fr2g>SE8955LIioPVy`tNG-^U7{`?p#QTXx(D`URFf8c<7Q#)M&^=~ zB~2$U8W|6K?Jka1tII(@S@dR-3)UkkxnN3gJ7g2}IauseX#>!DoY{{n^OZBw~Ee z_7Y(tU@gY$_=y);DVr`8yCLxG?=VNnKx-egh+$Wh)8F6oHui?-iTDaP7@wj#GJv4t zERgGk!bCtY^af|`J?mO{)kb2p{j-BkQv6WsjR1@9UGrWxJc}TQqG&)Q3%N9mqP(5J zQr7vC! zJGo%dAuHUDIOBabE5-VJ5W&?Qs@DYeu&<9gOzzU^e`~iz;oSr3btaIVr?qtgA6iJs z9~}F$6JW9R4FCk!OiLUhzcd5-d3q6i?KYjDC>UFzrUOFqbf24T!y+}v#Ei#wiMpDa zm}R!M&vEL!a`fZpmY^;@0SCDEaajc2flQ&6iZrAGA}1zCq!0!Ha9vX@ii9?cbU$zK z&6>=@A)M}b&*^<`R;EGS`E9l~IsL-+9^KE!Y7u?5iDKP322Zukv0>24cDoW)YwSe9 z^X%iRE@#Q@{34~rVYLJXI0LHQ|4$5PaX^vb@g^?A0swL=$Fwe4u+5x^cN!kLo5*yI ze4o$D2^VgQH>GD{8Qt&y2bH@N``@YD=YLYUR+#@zr z;6VSO-131x6TxF)9+PB2Z$3DU?1K>pwfmiq#ZPnrys{1nXQ2DCKHx3Ycy+*R&I_n4 z-S`13fPnp$>GyZpIXi#R0W$r^7~M!jT3)vo>!i6+6gJB@DG3Rygwb6(G4f!I-KE8C z7BB5EI`#IBH$1T9Vpa{B{|4g|JUqcDA+Sqet~JYudS6SI2*#>d-($H{_EX5&hh;`_ zcKu#y2LeYYpO04TCxCuL4>t)Qz?U^r3t4km7mS(iyZU8`dGJuiwp!=R*rwptU z=GNPo>uM;+(f-at>UIE$^>#1G#l#sDg8 zhL#k1x=aq6S{IBNK-$DQ#vCJ*Mc79~j zmb3WXMmYbR~58NF_(1c_1}rl1M5Oti(%Xel|G6ooxQ``4qh)jDT` zcN(AuPJ>QGJ{TVxX=M88^+Pl9BJPzJn$*3U2(k$+B4)HFSD3Crc7{Z<$SKmn)=@e` z=*|kd@x_smkJqwsYoim=Iw@w>V&WGE;Jwro7M_fv>y-_am_GNx)Zq){dTOT3J88#C2T-bN=Ki=np znzTP}6MaH(J}3n967o;Fc$8-hI_U^Rf>7*EPr_Z~3X&WK$RiFk622LS0j8G_|7w#( zq}n%kB7e1dNY-X?+}e+lr~6!5aUuJsl0ifKPHCat?d|xe&+IVGX$HV<$lbDE?6)Gi z*^w=_FsEZr5q=6Vb(;IIa%J;sYJp71zVQ?|SM5upfJ8e98lmO9pOkuQ+Ql8C}KiUVVPlj)Znx08OwZ@!6ZQWEsCV+(A5qlR>P16Y~o=|Jjv z3%UGZEE0Do z#=q%mxjkiRacTAE>UMk2?T4fufiY|VO%$C54W5mG7W-vME@W}UI7d67ix!S06=V#& z@UP2s>8@>D`2oJEUXgn^E7b9$!^0noeKKDglLps4Y^XF&##x3|;T_9u&=Iv5H^WDu zg|DYik@7r%sKOS;>LUr~*pG##9=^GdVO*R) zmQ+&VRP@jbO=3J%U^$3S!SFHNUKjFboFCsEbD2zU7CNFt$e5PlT$!A zNpQkrt+qm0YVkT(`h;!|vF4qdJG1Y~4~npAqttP3COvBmEJHzoW3SV8J^HsUtJ0&?5lO6aPuIu&(4Q(ACm40m^%hjvJ zwfYnD-N@bkej<^+0)xqL`=6)^T}RynjJTS!v5%(DZW-psKR(xl{Ir06>HpQ0d~em- zMP#H|-crs`JehKL;NQxKe@o zbM`D-gAOwM-{ket|1Ph013cFF6;a|{BaODmz)^$Gg88XT$$F08xB}VGFd$6A>26D5 z1c|KQqwFMJTrY#Sn;hwG=guYaGR4UNoGp3z!PF*%I751tr8K)K!gp8*eEAe%_t($- zJ=a$*-gq@ChaCXC#}4%=-;JS`@9exBq`RmdE;~j;t)*{MfQ`A|ZZEx7{pK9Q#OTM0 zFk)4l`}}mhX5J^&NCuZ60T^K40x{8ZYus7qNqvR~usjju2h_kQ3maObC1#ephf^Ue z9E?cm{qa6_$XB!X!u4Hp0&}Ajak@x*yd|Y~78P-Z>`?XCQhRLSaD@Y7=sI4U97yTh zVI+l$wb3 z)))kk1FLYEXX&Bsdx|>_9I5wuqP$RPAB#kpv?*%tJPwqjc|Z7qk|2-&`B9Xjyr|y{ zl9uEYFMOl?5@PdXx86xd@W@z-45Po>j9$sh4(a`&H@?1F4KcRQ&fOnGyKla*M{rZvwS@-RLPN^qEN588M$@~6 zDq0Qme1nfY+nOAYyo3dz?m?~SXpk?6cxkufrMGP-!a6+5ubFI(fJK^W&(H zNcSC_fgMd^?>lB_E?T`qxqt-tvDF!fP6s<&UWFAnHwG!Z!hUR+T;gJ)cn?7}K0!W+ z4M94ix8oRx;d3{ku4+5S1AjKW%hndy&1>@@JbQX6ZrUe1l138f=63u632hVF6;^jN z%Z!=s-`qu*5vJf=#w&(2aB{C6UnkD`BFx}zdsh^3r`W&3XV*K6Ef2J+7I;08ynnaH zkCP;-b%c0ruv`XLTs8)8m-@r)>n}TfH`tEx5D;i#$SC#Shb?~?k`ZQkccdGCW8>?C z)jFxJ1NM)%SE!f+J;~(TgFmO@U|ljxo1Obw6Jy;>Fvb zFsRp{c?bt@uX$Go8>s*Y$eM7o^k*c~+~Y2O)pRU~Ph?gchFoX&G9&%urn$*V^~{#@ zSZv=UNWYDaWOE&Br|jJt(FFJi6g`*gP?1xm2i|v_Q44z9wk@p38ZkL;jfputN&-ur zh{ZV%vCL0-zq_SVt93<5$d2cjmE~4_3a)mJUVMkGYKWWSl+XUi5cA6^=?U3yoBZai z`Mz9e_M2G~S?fZ=y(_kuTvS^;0(LhXBm&wr^f^b(;_?HOcU&%m4ft@K{KS9J$us<+ zlW!`q87GGQrIV-i05M)RpO2Rcc-eH$Fr2IM4we4a$aDWTA`?hHxh`ICYsglFVQKj` zTz<1(jL`bFiioj216OuKZ`L>gaV`k^<}Ar^e_MXT(XIJ2{;K7~3oRGV?V%~^dr6(; ztexVJ+I9cdc6FYtQ6ZHxxLorXbvPtL$Sw}mdi0e7eGHPK;yP@x%_%wwmIu1$nwqT$ z+FQ?bKQ0MOtytjGnj8v*!2R64^yRfdY)HMYTYXn$_bn)CjgseKiv3kM7!$fGp@`8Y?%X)I5t8&A2Q=$Oi7qzi{^W_ZvLA( z{%#$XW8B(2sMxTjwZi^~2N@R$UUKxN`FrMpta5#YTcb)-*zL{BJWAS=@&^1k|5vhL zX+cJ`Axu1KxeuEgyOrjN3#7e}z@^LoO&3O~d{p~jgB{}Ted-V0afyCMG_qchgNPT9 z{z7ZZxe1%CLsEnLQK=4 zA6EhBS$_SZOA=qgf7`~z*B&lj&V$|CP8-ep&!%{5#^ns?0!YRHvf}gGKo3DX!Oy3m zD%p}ay;3e&Kj8reiYV{^gQEWkFc4?og|q%$-dDRdv5*OS?cEBY7LZKp^wXw>ep~AP zLp>*v_Aj!Zz_l;_PAu-Eksk5@4+OPCm3VH~?F{8n^r2hSI_~+Un_!j=#n8emngc3? z;mOPwYb}XT_UN+rPWt+@M?xqNOA(&v)Mxj61+ou62=l&YH1>a}OZ=HccVjH*ipRJe zk%56h)%i_v2v|5+e11>#IYtdqVzQf8k5w$sRwDWSkdhHPJw3fjk6p`Dec~5V+H89P z={Jk$kQLKnzuTTfjuP{un~`1E`{*k4XpL`&dOlT`sdda~82>W1{(Fdh=ntB-ORI{3 z!}suN-^aHF&I0NCdeRk~n2&brLW4f_qqpNP(jpBJunkfuFdf0hWBLutd+}iPNF7^p z-|alD2=n|ch4%td_&&~V27`kLv!6}_I<~bNyaiHE(kuZ6i(3&)#EfSFMDTCDUhaBa z8m-&TF8wsS1vt0{4Zy)?pa2JNc3FFPqGBBLWl1Att0?{@g)tWwm+ESwl2_rU98dj6 zoPNdQk~xPT!BWXLnZqhCb2_p}YaZEN(PY5~MTdjsZ|V4}6F-A9ye#lx1ZZIXJO-vq z|Fyw1>r{fiUc32d7et!RK5Izw&^&wDudGRnoC2T|ZKw(S)BI#bwKgm)@81uY5>mNf z1c8NKibW2G73mbvm?87MK76Ti29yw((wz=jEqmuZ#bt4<1Ru(+eZOZ(oNQzp$oVUl zI>rHX-gzK$^_=d}We>V<-p%Ole$c*d{`$T3j#z!9w&xlYl!>BV(TgHYSj!IimnFn~$D%8OOxtfOy;ZCl^pK`IiXxVL!o_D>D`#2*@X zT0f)#cx&(w?L?TgcvZMK(dH|9WvW^A#tX&po&(|+A2PxItq{Z~8EN_9HV=v^3AV=0 zvm*Nsv*$f}w&koRZ$27)&G0(;F4er#7#oRZ*o;W%2Ujc|_(^C$O*?Q_Y$66g4jb@e zW7TGa6SBCds2#{T4TP+gx+S!?i)J{}(GCS=Gd^Q%l_yzTf2|H7eluo$)N}s;MWfRtjzw^75JAb@AV&bvvtWY<_O~$ z-?O$;7d6}`>9yfxbWRoNx914d zymRC2O8X~H9+t&%PUUu5cbWQGurG8jtyj!_v&O!bibl=~F@1V2#B{$wR^oz@zF~+c z?*SvBs)h{k%~QF)31wkst*ORwF;`%QYN<$vC3}m@jxRbh^Dd1#bh+#2UhFNe*qYKa z_sL8Y($6V6_n_`w7k~qb zlX{Mk23!QhfUq>b(L>&;CfpZ~cpkwV1?WqLLZlxZsSDo0SaW%BCraBm8iD(451!_! z78#7_^xaw8q#N=d!g<+>X#)+icCK5rgxke-!=v)e}i5HJ12n^O<-NqL=_JCY7b5x_Y-Q~j=;xeu}J%7j06?%wPxd3 z>>yzx1Z_TLt0M4y3Ne6 z&3D5suo;>0#lHJ?cHuX#SU@VN2qH04G$TZb3$oh9Ij-5JlTDOQoE zaW})z*AzGN(CC`-wA+Oe=BO8le+6^?Q@*tkViuC$l%+~l$u>RV^Hu7Y&U<_O5wxe~ z*FEIE5P#N&X#Fx(qXN-A3$DHP_)VUEnJ4m7?s&CNIs*yCb$W%*fm~$L)jfE+60wx7 ziznHpipZr4U#k})80|ngrj_cgiEU&;;bu}v1l00VY0{X=-m6Q5zqVw`ZC9DsPd6m* z@$)Qe;p1=j>8q)2d_OdOYCwhRQ|rm{?dSB4rpVBks2>=B((^Luda3gBplL5^A_37c z@dJBmei<3mvoxN#r6n@Tl7*`pZ2VXR?!fXuq_8lBF=r>U)9fjp5a}ZRdbwzB87YxCjq z9pAs_2Kb~*{j7WQNhRrg z<%+CUBh;q$ID)|P*-80DN;FVh{OX*J^t|X~NZ5y^P+#;ms+@I8LH){?;!^jb36b64 zbVBmXE#V5^5_ZUaTcg%8yWWC-JzJs5OU~LV^R?!(w5$8kbx#K!l(}Qt#JBso$2QYC z5owN@JGsB{UG*=%?KWiMwkemOle_`49$dq&z?<1scSRT~ZD)^CVbaG4Txa@pzU$?! z_u9_8o`S<3K@PnsX?r;Y{VuQWVA299LGFrI2tQmRZ-x2&72XF96g2KYhuh9t_xsDD zU)L#^ln2x)SnI;6bDkKyE61Lzvch|?)C^u1wZKT=kROP2?RFzh9D;0Cs&)@#r(Nbs zJgeQ0zfqV7S&!lNE?!{Su5gSO7kGVU_(c&4Yv*X)35dk+9@?92&?q`f@dZpe<+oS2 ztTDIyr~bi+{5NgN9|9u&Dd&FTDUefD6`u&vrflCcoMPe!i@yFC;lLK1^p;D@{^=DM zmybk|@t^G2eX*Oi$_pcF1{edO85Xb1DNv?uU9{u3D$4KdrSdw`!qF&`o{Fo^B5r-w zSnutUnzu5O0Q*sb+KHsT`1*daBy`>_W`y-Sh9CbOR9Y85dPI;oa^A%vPGlGxoL34( zMR?)5FFN_)u`vD@=PISo#khocVmH&=cuK#Ll12$pQcC#rXIsc=(p&A`tyN=_yC%2T z@ZY!&37%OFfNb=^tn}5pKBI;#%V}gZS_qsFTrW zuS9K*9mWf)I~MzcoT;b04aqrl$6u$KF_S^#6x3Nfh|1Ml<~NjTLTFj@HuH*P^)TnLnRbgjHQ#*Su|!qN~96 zgOQB%%gWW!1g6+j2xZSwe3jM8;X(0R1?yv?!(wY+lc~DVrCVW=s57g?^9|tKLkqSO zQ{fh6y9}>GPm10 zDnI<}l}-SO=vVtU`DpUWj}g9B+j7B_fGr+aOp$;szAXozN`S?BPxn9o4$65l3K=r*0TOH?iinmfR%Y;28bqjf_GE+bA5W;*e*g z|MFW3m#D6MzsbmbYKS~?Umu$lj?^=>Kx%n6qow>L$=3E#$v`$g=K-dg-dB%%q#nDA z*D~anl;DS#LY2FgDy~X9>m1kLb`i-_m>^(LLjo&ePQVq?W6YXMbWc%AUp2zGv(K^i zVJw38M-IeG;eDXniv2L=)FYMHVGr9R)k7nNLz>FlJ05BGI|dk?;u8E8KrU@Z2wo4lneNj3p+hd-Hfyc5>zbqQ%72S9F&DQ@1*X(iX zYOM1QD;7x78?Q)LAp&-?2O-e02EZYheYwQhw`p95YvTEhBY$h+_nWUyyt?0L-0Vj9 zt~eL}Lcz`x0=va*)o@Kbi_J`6m-GS!6Jh3@GB{g3hC!PQaXm>Ry;YYiMw zcCQVn1-qXO{JP-t0bMJ~A79ZQ;_jUI@?S3NX!^3a^c2+whxhdW+;0Fp5Fi9M!~b>sfi7kNI|n5)lQKiqdhP;Av4+^*d=!}mRN&>URd$K?Bh z{G-{sVbUW1#P{N7tW;UTBk-D`h}l12|MMpNN>@MYFBiby_vJrs)+!;w5t8LrxdRp7 zomnO@9p3Q<+t42u@Ib7L{ID?s>@LhSXca#^rR~j;LnvA;UW=nWjSNrF96;tLcd0Z% zz-gGu)}TZiQZ|`lqmSjIrdE9`S;|+aK)PR&f4^^4(vU5Qy#aH4yOhW0O|$zg^39Ab zMbX*QN6v?0S#G%&Y}OYorC)S4ln1`-C+5X^nru#`pBij`+u`z;G&~BGyR133%{~%! zBz)5yK|kALotRp`sdAdorQW>lcq1?@Tx`LMVe$DNUTdW1B$lP<~^kSA53b{&*d#R?MP zRl$c!PY-KGg>G&P{J(P>(c@F!q}tZYK!-SrMnMs&@=8jM;i_2DY&U%aX zJbQRRswNaQ@J+2Vm;t1ke};>XzbRhX%#AG)f%pfh79oJxcp|@6B6L3u$k=}Pj@eoLlz51Oars;GFFs#0 z7HZJglg8N@E`Jn|Q$wom-8@a{Hf5+4e>tao=F5NcM76@CNrxLjbA3yf8-0fFKW+`> z;dk&Vb|?u~97-;RW_eLBhfrOb05r;z#dwFbkJqOvu?@*mI5yfwm< ziZqxB(UxRP6w}xG52#g4f0VN1XI7e{;n6>*t*<)99u-+SfI;$s)<&UVcIioWIJjvU`*7tqR_#biGez0r><>cdsa?jf& zsII>R;lU1S2G8)p5&+Xo@(rM`2?=7n)@l7cC1N2hp*dj7}R z`o1&^y7p_=uMMfZ{F$_yq(T`6qIbg?a0%i|pE7(TH*lsg(eBEtcB5My9a)mzr&iCO zM1?XbwEI)GQ5t;VEcNpK_QNsoBZFWfndYtWs zy0wQ`z8KzyhXr|KdLKHv^v%t4?J#<8dbq1C3d$cMCJi&Ri$nG;+0y4K79ak{8~$fy zfXaj*--*uDY}4#gOQX}|@dfumtSIo+e=lvpJ@}wa?598uOCwDoX<9~k#+bB<;76tG zY=_y^$(!H2qr8w{kNMZ3;SLq{Lqzac9}=C)wnwf5eJz@ zT%|nmbku!o7x_UVVffZ?3iF^_^{0kD8{_|Yk$*qnER4G@3PexN!oQJ8^+p_a7&v|9X4^uLL!s zNq{<*R>%MIpZG67TR2tX4U@^2AG$-BpdI07^kleVA1XVvo2RAae9cNWeO};WOBWN9 zD4`#cwyeqt`#GsM*p$|pYoVs68l3)H1D}g>;@EIk%7Q#8%USA&O)>_BSNk6iX~C}* zV5pYY=Z94$UFbSBwrNs)Qs8+BJ5jNM=ua>YCTs%IA9X!F(%DGk-T!#W{=Kq9MSy>d z5JL4NoG9%;S*@1DtgjajS5=CDRb|Jp<+uf^;X20`eBi_`-UYW<`}h%aScD#cq=15t zABCg2F`Q%-v;1~{s)cll$2Kl*uuZGzyiDX;v2W_W1{>>`<7H|Z1`kQJ+!_C(iGmH^Bq#{qG;bgNr^A)EC2jZRTcX!$4vp=899A zj8pC>>}f-)t*UC0O-;x~8IzPG1s~{^>Nkvh;B}0UA+`ALpWuJ=kv=L=wu%=&bN}hh zefdJ@ikOCuZuA|EoY#vn)mXxnWT1qJC8Yi|Y3Q4l$gICr^Gfc;dvh8XzHc{9gkMm)3dm|S<|0B5!ucAKh({RMy8!NkzU-7Z;DUQaupN+J= zl}%}J=D$&P>dbxhDe=Y2Gg~K%N#^*tcg5@TS_UF4wsW%ET#gCFR-+ht^AvI>C)9z-8x zgWgpTuDB!0E~ms)s?y{Lnu35(xtnY$k~|3BfLg zvcAQBEYi5va1Nq*1c?$BZuNf?!{v2u=dqUjVq>dFzl0_1KF%eL40PZZ`A2e$Xyr7? z%4s!&QtO}m&(peH`f=7NjK;Y*RV%5|>+|xyduK}x%ca(QU-F;zxV3szVeOG&aOtif zc8{jJOQkFVwBC0tJzP3yFWvTip3mxj%yMJ#6E>$!3;CdMPccIxjGind&eSBegZ7EG zmYV6kSWHSyQyY3N_4;>%E9Ofh4)pp|>LMvAkGj5R;(R`!pFfT)U=)j~5ck1U6Dkb% zy2kfH6g~AqZT_TZ%7eXdYZT?6>)Dc;jeQN}zp(-7g`%+%;RHyAPr4qJY?1FS>qEy5hAVE7{G^>BEDOH|I;e$GANY8$Ir6P zd0P`?5@64|{Ir2P>`3Bx|Gs_vuN#DLs@R(_sLfs?N?99xsFwc<%%{OlGItoO-qq>W zxZKXOXeY|V@26>cp=gi!Vl_s={4g)B91u(La0!+&_Fnse)nqA|zSm)wNKHBp`a|TG z^`eDaTbq5(Bnm7QTA#g6mp+x8%r17QtLsx8IZZ(HXIU*NBKyC6vId?dN#Km%f$%Dp z+04rnMe+1WdVi6q(>+2~Y5BFgktC*ADc;GhAsH?&J&={Teyv0O+ZpdlW9H6C)P5dc znio24&6O0C@aPcz-HZ(>P4&K_G$WI@R_7t%@4MsoU}0U4mWKIM_}t57e~t-aQkNHW zb$v3b1oFk;>os5;+~Mv1b29wbVaaZAO{_l!W)s*#IRTVc7(p}%w_;34x%Q$z2J=U_ z2)TH|KIFrduW0l;v7Z|uT4|A|K`zkVn=n2!>z`UIDs5O8fwr@X zx8!`AFIvV%98gIx9@w5wW!E&qt<*r{9t5{n#&+ZU^=11Xx9(QdDlWwLq4?&mjlQtk zc7K)i!L)+fS|}9k+AtWhgL3f^$p7f->prlZ#w^+>w=>WCWzfXcG3od3r zb_OgvkMFxUv(0FyI9TaT4fjl-nX;>U{&hzPhb z)W(a~;G2&HkMvyf5s~8HmJC3_n$Rb{+_ui=P#;+iJgxM5#D?xrTpesiI(Vk8zCb~3 z=*Sijt@1!q^E-xaH9951(lKXE5J_}GD1^m&4}I4Bg%y2MqdEU`0oy9+M=3wrD#Jz3 z>VG@rJtw_{e>S@*Ix6tQT}C<9TW}7LZ1L1mM>z86A4%g9l>SiHqGu)}S^s!`GN^9o z!fILA>1wNF-}m5UadCFNnBq)iLJv68sU^p868;491pb_t%(&M1nZ2iij|Qp|>?np% z7>9hrOeahAPhUJt|MKI<4^B{$7%v_Gg$dq1R`R6V$(a|&ngr31axJUB7l;>yd-ZW1 zbSI7fT1tkNYJcx&Kn(AGnv{{TKUq?`btRpvpgF(qcY;#1&q5`b*=ShkrZaAc(7af;P*J`vi| ze=L>jtK*&C!SE7P+-tWyiULX8ucm|zeQ&rHedN;xv?H{I05eauvjn@VXSg^0Wq{`K zBw{ieb6IZw63f71{)mAoui@f6Y;Kf{bMCdB#_hHtzl<`7XO^APd)Q86d>wZ9o*J%^ zcUb>)2b#6Td48X->O#)&8@i58NIG43J*!0mHAH+z_gE0~y;GB&##H9Eks2kzOhiW) z)ooc@{~kOsgR`lY@_$wRf42p*Fz?cuNPH)|Cqv7|_Fc^Mw@m)ZAC-XhvG<9}qOBN# z|2P#ya31vXnJ*SohMH_QU6d2OH!?#uK!!SD9^7idlNcYr5l9JHGqRWI2hMi{N)tas z0@WwmA)0~&qtjJ0t+y6FL1Jva7?=awjv*Mj*Svd0Jb?Q*?1v~cT@0- zduVx>c=|A0zK3cnWeAF-kMQ#!TirgJ4~(kCqZWI}P*O5J;DPaKI5bFAmD3?pzhInT zOwiLIWp+t~WnFroVXL@IU`y3i^_TDssk^^OXMc(pE{z%W_9^A?*p#@G7J>4v&-&@| zAI%4Ktpc2~!tJN@91278Idut;YY#@QL>?Iv>Co*MQQkOYHE#_jeD4)maU1Stq1+XV z;qP1x1)o}Hn6eGr;}LfR$ko$fxWV&4yADM1s{=_GaFM(!bK`;N;a7I%Vjb`1K0Z6I zl~^gnWN5d($7b&1(|*o`Y*|lueCwhp$VJe>#$Hg>LZ9<=dku<&8g^OI-NtA=h6Bf} zBcGa4ayxhMIgiQSYre8AEGT#aDPEpsrh%RfJV@6(O{y<^tg&4)4cnb#(YVR*I+97E zr08GpsSDq_!4&t68G5p}tmc}geks&n`1>P&dOk6DjAEm?o1vM$zTX0CcB9Sqp|>00 z@xF9=#8d7ra3@^lU8~uS(7BRvywLR`))?5M)d8?8Q45sE{`n0p*(C`Fpwds z0c9^JE6W36-Xc)3_TM`B+w*0>gMNj5mm-hVi%93O&k8kYa4DJk0XZfL3i$-WnVh zRyTtL3NMFeXuD~?WKSV#A>^d}a!Gmi&cwttKl4*mKc}j?m@^Yim0V`kV={U{Dj6!1 zx`{1m8EUV77eWkQsB|jb zEhSyjAxba0Te?9&8l*dRzvsFR-@LAc9~SeT z_niMR#&4WFPC|2dX;6$cmIeIOf(9c*uJi8`5+p9(7B!oXks1;)iC=#X*bp%8e~@AF z;8tx#y5_TbG~=P0z^&NXEn=IvM~CWBZElC!UhK;{pTs-6EuZ2atS8`48%+tg@@-rr zd3U|PS2&;giTRmgJ~UUCvBOR6c5{w9VO_gcZ1XaAUPP$_mubvtL&*6@3}NN>@88j| z@t=8oYYIIoiH%^`t@BjvBRfNy&@1(9+KPvIV`6YPHc~SPY3uA+GP&Yj~KiRA|bC7cQr5&fFX>W6mB3?>skrh)(CF!SbsFV{v-jR}m2G zTfeU&{MWsD9(Komm(wB$ip^J9dy5=FRR^qb$cX(hJ}|YrDn=P6^W%?E%&kWDIioBF zzkTpll8u?G<7%gr@(zIXl6lwA4-mxW{Llq76<-Qs#kBNQr#!j@O>GQ=N`n~ZiuMAV zwnIA-N+ThlhB&MhW={?=Wnso8LflW3;9&mgUq*|#-x1-o)wzlu6dTX z)CJ)m)Om#{Yl(WqmSf2YhOZ=uSf#Ie)cR8s#h!$!o=5SgDw7-~6g4gRz3n`kE2*R0 zJKX(c=s`I$pJT*0?QFq2OId2LeO_F|T)Ti@T?(Y89}7qv#45GCdgUoR>8 z#(1lq-CFe0K>&5W=$qx%ZK;1-#+BMt$Ih+t_)^MwwC_zWZ{G#_h7*&~=H2`>*)5{+ zgF!&T@-E4pfU5Z(mRyAxzhUZnx)#m*aVt9Gj$wCTeE8(aOLc_masNOJ@ScIV;t)F?4RHSO)%_e*`>C&k8I zV4x_!AFpduSf~20<1!o6-$#!n;0mpDv8nE)DUVM`N2;^_#L24>qJvmyaZiZ3lS7StB6#6Yi5OL@?Pg>eqn8=rR zLHYS)pzfyvTCb-R`97l3Ed9!xlZP)d1yhfY)2S6w3yy{3OjV=6rkLm%J3D$UuSbOo z%;Tlsh(hmbNZO--^0ol=-X6!c{LtKC5$DGEW|0vFs zmu7jDI)7FzSxH&y*%^@=4L8@+R}x6KswG|n2WrWs+PK~+Uieb0+e zAlGUlM;iYdNe}L;@Ac%Gzj3}e#VOVj8MFkbc)y_PB>YB(Zf}2s29ZH3h&?|5%p%-} z!$${sG**>TJXkrpe5u{_)o!$vdVP}5b4_9*Ykw&{!9r;b{z`MVv^j=kGoJ%*_HAdD z+v7X$K9?=4-^m2-FlqxZP^ZryDAv-C%s=)P38n4tIcZI*HwuHw-FGVnsWXSXyXAv-=FeDDPKci0wI4~w)q0A=`P zw0&X7G3Y9=|L`!@n8IOgQ$8QMaNFk9R4eVw+uzVwG`$sV1$DNI>G+MQml2zjnMpSG z*fvxCjy}!)}@?` zJt8)r<0;y%q$)P8IVgF5jeRrU<``zi*AVL&aYJUcVo9FytE2MEyUPY8NhQBxv^jc& z*xP!V;Ol{Zs1Js(eCm|+boFQd9 zA(%{Cd-wu!Q_8}YceSoKqQ+i5x}t2{7JtvQkgs|_-Bw9$0p%5w}`?_aM-VTslRNAWNx+h9-Mr(aFLv0L%r7@NZqo62{>_LJUV zMjc9NKfZ+hn9hnx9u(Jx@M8#zL$Vo}mc_5t1$gXv<0gY_>(nx#o2v80aSgj)iYdL? zo+;`a9hZBK2Rs%o;I#FU|1oDX*HnA<5n5PC1n($F4YekouRWk6&fy#O4qN&pT3w**y zy*Pnmp;%NX5+4ApPm?)jERB04C=@Z-s|w{;4~7V4nZQ>(yQIgeyFA#e25nu#&r@_W z$`c*~I?P}_sJ)HevloGXz63L>PG}kTYJHZRu+-(BEKZwda-*F2_G{mAG$l6YYvt>& zidp+2bHo(c1y_vYtT9yv+u1eQU-=L@m0E(MtCw=`_^@W}{bPdo zT@*J_OP%_6d6j#t`OwujZ2>eb7fr7RcBCU0_WX>Q7YN=kW(fCltybT(51A8GU^Fz- z(9lS!NzB=LeJ-P3YeQwHDu#HIg`p|F(Hz%5yR|J_k%OGwn&vCod6d;^B-On$uR4wH zKW{qCoStp6@VbsEe;6VfJothu;;I#wJaR z2a3(0C2u?uRMRQ3NS>4{Ick;^(0Dc5%8;<&+p0mCZCEYOm4to^!tZ8=Sd@ldq;(U_&?Q9IoX!RZUfpQ*KpPAK1npwbeVVp z=9?xy5J^0{ zO0p;Ld_>FF68V|TYcy~R*ziW0ESjSPcS%eFu}WHQew(Onu?`bxeqLAL0_mJXHg8xf z@ja7=c+`n2IW1e`MbYlh27|nOXMr$woZM&EoVX=UKIYqjWE+V++Gwe2Xor(@-(JnLsa7bKv-p4z}ZPg4da5_iiEN=#R|B47)#KD)%RfV$lm zK%ujzL%*-|nSO3#^!LAzdIOwwlze7)8}Tnu zHg-hw>3wNT&xxo?zP341s3mgQ-5VSvAzuqe|0Emn;R_w>vWLD3zw?oWmSc+|CF^MH zS}ZLUweaQTCC9ty|9S+el|?XGFe%Ng8h2EJuwswUcD6;Q$`^vTJj7&ZXy^lIDjnME zu1Qz~1H^A;$|@>UIfV+TMoG+TFlOmeVpuJ?e;_QRhM8tS!-P4aT7<4%xhTo{7u_D9 zawXIoS$kRC-1vZE8Yszf?(X4p)957K-0*CnSRZ?wwfP67;lt;8=mRQ>d_kc4*eqhA zNB!q4r}l#kmspJ7LyY3P(-*f@@f@&$?y#6T`N>9VMz9?M`mvEP45xd0B2K z(&rZ9EkZ9|p_TpA_1H{I5{AL(I!hoP!U)GV4JFx2Tkof@)Q%A+mO&hJH+lH;XBy@& z;_cT50z#zs6VGGi#n9-BO)rrXaD^}8rQ z;xmhIMJ@dWJJ+h8g0ZbSoWUk+MJ3Oo&5So{c3FJTXuddcAz``*X>J3AKQ8mpCx)i( zKuBf9_x9e7;(E>1?kh7eFhxe$3CWy=WFW|__f2@2#Zw8T?hKdE=c{;udW!yLq>>>w>=u*d5-QV# zMfME-%!v@IC^Z-apT?Yr&1m>d`M$;GCFbDC3ZtHDmYw>p#t?ywm*FLnI@F;2!662u z*pG=#kTWvpSePT}BeuGC$K&1Fc``T;5#maMvMRJp*X0f=A?@pH5*x&71Y>lRvViAt zadA3VN8nZ?3%va}maZLTr#!|>e|V}fHGteDzv2sRW7iB+12KpWx6-Q+&o@kBRRDos z3mvgWJV7ZnAshf#qj=WFZ*Ty9g=g&SJ6q-NTeJ{f-M-ifcXK2%pey>z$rrhC3-$Zu zGWVg%SnOocLd?fv@pB3o1K%=LQTfU*a+QY5=620vc!y8UzEZ-U=> z@_nn#*N(F)c9M=!VR-LZG0C^sGdx^Iy35z^t^TL{jG94FY}7kvAk$ z^|V^Vy8ZhQEmOO4v+=8)x0S{0du+X#ztmdKM$NZqs@AAL0i>dE1wN)V_yG|meq|M~ zBbw8yAMr5lvOGd)hN<(a6<9Ikjrzwv>gwufZqc9;nwurci?OdQdg#KQG{Y7CjsDSp zbvVhfd;ai;hy}_*PoYWJeK9!%Z17I1fiRDOFM^)J0}k- zR>^C8K584fzBs=z^DxnMoew{U%Zzl#HxeUd)iJa@iV`@8nck6}KF31SnqC>b)@3xS z6Dex#=ym|(Th(!WBdX}}E1!mckn%5W2i#@*SLw?Q=i53Oqox5VUs?F(r#KeZ$KM&2 zmC-|z*_skxaLD{3xp`?^2pzdw-)&+j?;C3UGD7$)bHpcr_gjDiGs3#;%}Yp~6&~Om zi}rf76sXK+{m>&Bj8yioUX_@sJ3H~6IKWA&R$g$yqGmQ|bh{0y z-OepEc@}LU$_ zFv+N;K``R-f5D_%5mm9!X#1-9mHS*0N7g%IWPTJWNT;7Xb14U?-4ipq0yDC5e5GMz z4KMQK3rYb7HH$$(kf#+x5b!*uw^?b|g$!^|zelS6#%s`d&(IGIeSfZvOrcr@3ifiu zVrCJMtoqkqu@zhrcKm~?0AM$aW1-##C#gAsF*N5BNj!G3_;bp9i;a@p>FL^r91iOF z=yoGkQ`g5Ovk%eXRs?+mU|zGY)(Da98(7IXE2Axu!{}~Jy{Q>_&SaIEnO60BukXbpzlMBsJlLhC6^b>A#|CQe2@yeZh9Y0# zBXZ2@cOpyFC1I0gX56@5adnH86g$%gc0J>0=hVU?exgNL&_;zk!IkXrKTW)Fl*_r` z$!;RY1_}OUHgdLWY=J{6{WGG;z4nzz7YOQthp%SwtRks^d$5+Tz?rl%w84q&xh|4= zh^RZP__j5QZx38ZI?hEG@b`{Dz?`hM4{&R6;q5l1BM2#;v2?yuE237OM{n4wYDB;9 zx4%9jZQPlYYY*IP?is)0^8Z;PV0AZmFEV(I#X5 zfP@FCL)qfT#m&WoFe0oGTV0(fte+uo1+cpHeH3A?!cI(BKkW7=&aphuX&qM^g9nL> zRhl1lkH`|~YH@S@+2C~soAGf0lC2V~QWazFbD^$~Nt4W^If$l#0yt@3fIhXn^<1Im z_=+U_&kiTdZIs&YO;<7lnP>m%q1A$iJ1YNxwHQ1oc~9VL;fwbLdF1#z{x)55vVJI| zpWLOse;$JV;_jwPQC3nF6=~g(>#fo9wK-DkrklfNUQ??&Tf6#G45TFRgL&qDTD~xH z6P!tVYB5wl*SB&2MYoj2pYcd$(VmHWK`-NeY@Z153Hr>9b z(RF`5$>t)gR60!<>pmJ&*FQe{_vb)S1d7fIRH_ZLs-|_6Caf|f@OrF8fvet@or0(@ zQO!#eQ`U{#AiSlB7}p3!(wwd(Xf$N z-~U?V+|L4r(MM-%eHD`h$n_ccDgtb5(X=l!6+pjCKA+R~+7!|^t4Y!Zy`fkMnVAPU zgCN_x={QRFFN^PgIjao1h$MqWyc*q zi*ECjkacec3_LtBF`;v+Rb?RdB@6;)?2ll^Cb&s3WEh9uu0We~CT}IUJG?Fp(xZtu zgDXJclF~F7-b-lLzouYD8f=`KgJemRZMS(&upwdCD{W?ET=HX;dRd`;Cj63xDu@5T0JTc%~W&}F%4ijmx$mjlAa#n3!!hPr@wYBi6W zd;2$@q$JDri{c$?H;J{!B<2f>nRm$V!c}}pR0$6An%BKRd~_z)hX|`wb4+fORDu0S zcIuT&M9D8GeY{{)Rc&I5H#VQLz&ilaH!5MBS9rJ?B6J+g)LnA-Fs;J0MVP=U|BOGw z$Y}cLfyVpAN}L~uOKt5*f*Kyab$OZnAgK9N6jR^Y$|@z)6oD3H)nX4r%%XmU@j3UM z2k@6zfB~0JW%L6u^Kb@^2Cd~GUQr${wYIt?jSi5}$`gyQe zi)goHrA>`xxi@W0)KcL~vZHI@a(lmG<#~Sa0yHBMIKdC<=<2@Movkb+5pca=S(qUD zGTMvtzATRw{5y|IS_j%PQfp75_ETeeJA!jGTQP$l>$?bf$+-=<-gr3SzQt`oxPlrLRdLn`u$u>34vM$d#2_V`Nsf=FBZOl95ArWa_^S! z=aDQhNT&z9Rh#`HGZf{%lbI=X9!V<3X0t36j_$g9S!mf?vF+`-y~X|TVM5Uh)?dRi zg(3Y>1?D`jbE3}=W+&Sa8Q+~_qsW*|cnp5!`gW?BkTUUskFTF^b^ZxfdrXNiAG~62 zeBlxkZZ85m^$RMKhgq&<<@#3$BwP-C^wkztugPn~dacS>@`L40!p<)uDiRVn1J@q1 zJ_u6QYyZQb`xF>-)2{@$jPQjwz1mS*cE#0hKky7fVrU;i@%Q+jhtyx0p50EXA6Z)O zf4?*E84%~b8yX!g$jhTX32*MBWJ4b>)BK3=089m}9C*v_^xSXA(zH$Se5Xr$CMX9v zF)^#iK|L4BF*t>Mnbv60lEx#_>Pl7<%xx11Sy%U?Z~hmnZOD3!l1n7mXx~9ELomqj zd$sI_&kt9!ME(5+FL7SK71&Hr8C7}-Ol^b&v&o#MW4hi#d%QY{L!9oF6;5cw#={(+{e^M1kaUxTS4 z51k^IE;vgek0Mv&o=Ui;G0ArplH91A)_J0C)ypK~*x-;b*DgQ-YD9Fg2r7V+tS6s9 zKjin(K@euNnbhL?_wCfP!dgDb2dAc|$HDxQgxmh- zg@~0c9%xzj08ZYcwZ7AvlQHzo)kg$buJb8EaYG2JqWp2!C*Y|P1I>*1_|@HhL6z43 z{5C1O>yAs}mE-o?tj83As}gi;8fj#Fz0QNu_Uwij;DDO|WQ(V`e{{q3Te{j=XSu&H~<>{LU8jk7@zo|CVF!ewgn2n19%T zt0svnaA90ap%*l7pZT{U#P8S#fjABl?3#zVpC#zQu@43rFz|9R;|De!o;{d{v>hD$ zjIiKXd4Xx+lv%$$9dv-RcUJ&(yzs)-rrOEKFcJo7Sqt&eEP+Ytt0!LRRjkimQAvqK zP0z$c^jwmDK5a|5sp04zphspZ{Sm~XjfjPQ6DM8SI%WCU~51GFzF5lLBAEkd!v!^{H*>e7Dk;L=Ff$^%7#;~==GDsq> zD%<-JMZ^2p1>(C{v@jvVFO-4 zB+A^sx%(Se0vt(}Oor3v$yfwThtjEkarZ&M2XdOq?^05A?-HP$!_G@TSqrW$ae-#V zHfEjF3#|v+$UOdv`AAV(#wk8S>prdL&BhzlqGrzJ{}Rjkmu}W{1FZifm_zz5Y8HU4EyR z-I1}?BT1l3on~vgXI2N5XLhK~>DW1>nOgVFy(>8%v4XPeiPO9;^zj|@1)+^oNj`zo>zt*6{&JP;YlIth3{6wnsTU=QT&SPNqENF8-bZ!vgO#~&>>GAqv z&)pTBv!5iF@7QBZdC{j1v#1gY9Qz%Qmk+CQz;;vFRQk=4lmYtk18yk2du3sMepnM+ zYxp;<(PV=PL}TGk;pEV+fJ~?uIFp@TVrmi$6P9BUjdam`a3-LWh0upwqC?7i3Z6Ee z2c1=mBHrHL51yv_RQ!b3{%sVg(9TCKh#N9XHDUWchMZ3MfLUSrz|mTPccw{-_kDp zoaY0IFZ)2MZURHQ>1zmY=dLZDF5^*KV|J}QoVwD1*u*J&f}o@f8s4s3=O zM~08SxSM2)Z2A?3XNOTH96V<<&BKgkWy9LDBl^VoR-=0XWBn_oks zWQwqNb4q#w5ON}OfiQf&h8xZe93DKNS3ERhi31}F#u6`*PiBS9-#rhSwjyLH(2cwC zCAdm+(pDgBp?YzG$l+-JV^f|N@_Ow*nG@S;KwvX*x;>ep9*cQCI{GH9!zM)GnNYuF z{F1UKS9uD7JO?@y$P%61K08;Q$uWY zMVPnS1DOgo9;G`rqFB`ZdC=3MIt-MD9i>VI6~2;M5Vsq{V+}4XE$v$)!9UJ3(0S|7 z2Qa`)xxH9HpY&99cx|aaM?|a{{Qa%Jk0n1tiQRU7ZAA2-Dx?u3i9%zmXh; zavUQ@l>`yZNh}7%Li@7-L=06kOFcOfMbv z1Pi!va#Gl%A4qpYRem^vQseE%NqM$aW(e|uXY>hZ5(%}4sLbnRd?v%D40!wrp)Nx-$v+O@P20$C z4cqVA*e5%U@=3?kM;ukX3HHb`z^qZ-J)Eni>N3hZA{FKN#A)c1NsUvoX7@TP@hOVs zQj6Pp>hwj+S!#6G9Sh@23vo-4ECzCUE+_HFZqQW zjmGQ$_cMS{N(3GAs2rK2`Xa_q<&?&rZZcPHqnt-LA0QWR*23rzl!ih_fJarMnhK{y zpZzkNq$x$UM{xjmt82R)yW*7bEG4r))r1&%D`I68sg|*)vS+=; z%u&GSBy%YRXhvu$tH^U%OA-c#HsfCKFt1WmPHS+V$JY9oqkBK*;)!*T-KT%nmG}*- zI#TIX*<@`jF3#iJCfl-Hj!4|;SGw{*W1=sYmVP%TGZ6}@NaRz-M$G~PCslo|7sWyX zXxJK~+W|kmc$MmKGNl*aE#v)-$r?Czrizb!oM- zwPV95{Zlm6@{xOG7dFlTDn43ur`zRbatmf_glSpuek}pI!G(bs=Amxw<6hgCk}8YW zwL2~_+j}+2{JS86Z*Xv2^YFVwe(#1a1{8f$c;k$P3m$`R&;xHQg5lJ5=twlH1AAL&;wbOk>EY8h6iJ_w1vxOj@s%fET;$-Caos0bf1F=7s*5 z&)02{1Hx;5jdJ}>*ki~h^m(F6%owOZ-HzysgCh?aLgNvzYuVB#lCC&?=*XE2IAcM( zk_iz?=GlQs6q)ahQeM~mqr1av?9yADbuF zJXwT!>J;%pw8T%1MzAN3hQ_-u~*Y!JSxsbMit63Oe2T z2r;o5$1oRPUak;r6^Xy2#wQwh>9~w&YX9&?7!E5Y{?$uy@qntUp!OiQhu@Vy?F5@j zMHr7Oeq#HOWpERGNg2bdv|PppnI2cXRVh%wS~st~kKgwc8t~$Nqn(uXe#wRQwC4AK z5wQqk_N0)YAy6&%j=Hyt7{B*@oj~l5b@W5j*NnB4gvrD!P3psgfL~ZnJWiP#{0&DgpGf<^{pYe9qEl|zayQ|*KLer{x>FnpHj}j`t8NleJ|ivVLxWB z3TXW>+G2`Ah-4HfS`0UVw0GyBZ-4+r9RydButKG3E;5XlIS+JfmxdPjf_9pP6IM?S4!mybf4Hn$q*MLtlW4=?i>>kN-3^ zOqMx!$hU8YuY~}iN_)opPf9=SK%Hy@VoN&f1I3{O`cO#F{DBRTxjK>qx$=_0j)|O0 zuS(AMU~D+JS>w`Ay6&M5f-4t7Hp4#FNzQLH7l>;o2CCBC&ugETjoIZ~wGwM*TyBYy z!#K=d&h=G99U{U)e+jIS>MGumU&dpu^$dfhsCX4L!axl(lm zyEg)AX+=(O)SDVHwuke^muW(2YNe_|qlENd-@GlUC&g8o7C>jXeiB(0pCCE}FJO7} z8Gk&&^d<;6wC{E}3yiVGEtG~*zLWN!EJlHMrs_)c0l%T&BlT(nqG5VRtVa&#E503& zMn63C)`5s{+re2-v}LR$^ty}yod{$pbKJ>#IPR4(&c%w(TTda+CM7A@0-kSoiUb;< z^y_(U(_qM_SV(8*aNJc-l9|9L{XhPo^sn6gYA{M)Uw%X-+|{gqOl)I%6L3dlb)$A= zPToPVC;%SDjd=7#6uaeCBIL>(;3+?Yy%CLXDm^>)evwtaeGI@fFB7*q81Im#nUSkC zk!NmUahqB^1SVtcoiVaEKks+NQ8P0(p$|TZ0sewHp|HD)0g-pS zH(5wTbMK2zU*3p>yf?v=YyHjbcc=2seuNnkVM1uvEGhS!+ut&xrlCvYgDj=-*1j;* zoEM=YCDOP7n5L8)@p?~Wh?L|_P|wz_ZkY3S`KP; zXM!>7>wEXASCX^a9NT{YZyuHeaVl9-+fi%QQ$x59WD8gVXFbHli@j9_U2w@GMm+%z zlL3r(tcjX}n$<>#8IHpYM&jgUYtOUEGPCZMm)cqHE9dntYY68JomX_cS)N!`KY9=u zxOwQCWCi8X!+4DUO;H!kN52yl>K20p`})2A<5PzB`zgx+7GdCcXCI=a%c*L?X<3Z; z-dRmW<{u_am5L^yS?z_%nrOhUk6nHGjsjReaW=a8sZt<@|=rD zxGQ}Q2NlxW%XclRl6%6FHQ|B4%{`+s-F}FY$1J1JYAq6m&;~zFk^gbB#9(ONtkl2% zia3f-wxXXmkOo!0KiSfx?2*S3eUpmUf&{as27MF=Uwzm#uU*pJEb&CX@(IjGal^)U ze#&|(n=^fLc_IWu`KQbliQwPm0hE75(3ThZ3>};$Td0gw7v;#tP<$V&n{jLHhQap= zlzkLc)qatZS^rH$l)-)rgL>- z&vIst2{8zJfNxCuB25Bjys!_LyAPxJ12%oqzIOJ+A2k0T>K;RJH2%yKOL)Uu6QBe` z!6hyb?XqK%Ycgz5=F)dZc)6SQS?Cje*^$7|o^&LHJbE_{ynYmNZ_4QOXv|c+_B=d( z!F6&%&JP$j=N(WybzUq2HzQ;0ZdU~LyjLNw3oH5aT-09^zn!**pu>A0{igb_t(UTX zkLSfFtZ^s%h=-)!pZ=5h$gy( z!S(|u^Eql%N}9niGi({CTf-j1HN|)O{JCw68fLP87BT-ZJN2`Wg!yQlx2mXMZ_PYF zcucdhS!AI*X?!W1L%z6cfc-3HsVqgbmsOZ~5Ddbk6%@KuMHJ#jB#F2CM^!b^W6AYp zVZrqGncxB<# z719HgJ=05sUK$m@S;2TdodPL@;r(a+#QXoqa;E37g5mu+ipT)oA3JMr(X^6I;#KEs z_I#RY^wZlPpOph&1HAtRB^tAW7GCStVs&>nnas=_pPj}Y;Ph&``456>EkvvlT{7mM z-F;|fZU$v=5#QwcSidf`l{2oBo!8ur=5v!ogu!}@CifhVrcww?u7j*=^N(Kg{sdS= zS6{Xoy9+Pj!8Z`Xph5GX2p)kF5Y9N`X=!I?eX{PGcx~DMC0y8GDg!?KtqwL4IN5+8 zlAD(SptTuo4KI@o$R$za7u}Szx^7E&F{T7+xAR)Q{j@}l)WJa%vc3LZtSHP1h?I=C zIJ232P6fiz_q;bwkZrLIZM3vhj?Mg33Pzx-?at8&&_ZzjCs6Nf1-O5$>^P6Aq0hS1 zSn{JzjfL8L$b5+S4NnX1T|T_1)IVHQphkuCpLZnkFP(f_@_*KY_bkc+T_*XMzyD@} z5+|xk!jx9(xInYHk{2vYVItJ`Bcf>Ve%St>L*_oAtm&+@d-u`GK*X*=>LN(MTA$Zl z9=%@*(axo1Ab=~_ob4)*r+NYE7v`lcdeF0&cXV!ADB?buxc;9OrPyzCcj33?Z7^cP z!*Na70t zGPw0#Leg^SZJ ztP_K7Lh%VWx$(8C zF%j9Lc99iR@y zh<~y&RBP}=Z8y4hiw-3L^HT#6k9z0)f@!iY?av^*rkor~ZTl{`)KnRcGzECnr>_|3 z>B%Fwzd-Xg70&rLZh+Iy+Tgkp9=24B-Xer(ALp zn&mEuiluVohJKCJX5(aM_<5#hn4lVf5>^cm_-8eMX%~m?bfZL}d;o1somLpg71V3g z@i{yi({TM1))4Ot!_0!jBguR2JE74{MG`XJr zuwH;_&>F~?6bzJ3)AEnluQI3u%L_np4#xxC?N5jk);=4k=>i*xE#y@!vjf-%Sr zV)08t>*umokrc4A4O~!6$XoS~$}WJ79L`@0fSXdGBkSlpA=eJXUCCi)ZK5P&FAQVXT* zMtag$UQ&Fd*hjDTQGRy=;Aysby1W{!dHn1(ChJo}md|A`J{&+xZoAN)rT>;-{@v6P z>Wm<$;XCh)TQjChI@+vo&OQnPglP2=;g=b zuBdnc#7$deO%WOM1J(qSw4=}<1%-D;4Hk{AL60lRWZXd?DL>X>qK4j4^EZ+~?rzOz z(oWI$WTV{beog|$5GnC4H3{>gnrQejxN2Y9@*XOLhgNIK)dM3tfJ8Np_f8A@YuI{yr zd@4M&s)q;*Lof+#C^6*7G_TkbS(Iz~T7lLt^x}ErN9l@+* zl6zJsS0hrgA6U^eMUwBg?1PeLV~pJJ^$+49@2tdr{iG!%`xbD%Z5%BmW$)rIsds)9 z2msGuVYh8~|K!dTBLfP|Rj_hdy@pzdeWdU6eBZ{O$&FXLzs~_aiBuIqcaf4xb~*D< z`0MUBPtQFBuNV6i zZ?UB@C6<={iPUdL!(5)9dWJ`2KFiNgbtKj7M2D2Ck0k!>z+tY+uv<5KFQnfSejD2F z*&4JD)D{;9!N2zsW3r(1N`>dx=)P?F!9XBJLu$W5K^JE71U4Y5<_-Glz2}(-Cy(dI zQ|drapfI4Mh-TP5`o8la1#K(&#B-!>Fnw-mAK{!zqOliZ=pTBW+gHU@(fHi#$Rh#g zL;L*RM}K^UUK4g&_@iopSYq2Vw!P_igQa2J(cSS#Bv44qYk`QOqX>ydK9bv z^Hw|bos8e(=a6py-d@@re*T&(rPt}=dDA3I`2&yPj~G&Mv!?XkfV`h_9J`Qm4@hJ1 z;O~dHp1)$R@aE{-sy_*pmY7GOW6+>2I3L358gBdCL691pn=6le%T?X5^}H;TFy~&` zgMUh6XhD82_}Y?eYD#_QaY@#L&{w1a-+)EWtghtk$)DMb*|E=`@dUQ9j)1tfeT34v zlh`td=+Mc8dgdm1rM_+-$hI1*EX1Y~6b^nkkcRA*1jUVrmMR3iNXP8MR@ z%Gp0s^~Q`Si-qH%w7{8s_-p$WhU@obIAaucSCB6K8RIj0p18NvTL)6Fj2KTKz#mOiC0WSuU)7ri7Hd>6oJdDqQ zH1;7JJhp2U^EyAki(hk8{t}~xAXWpj9`qs1fC__`DV<##q{HHJ^75A8rb@YY7qnCZ zIC*r9AKd|{vl!xp7g7V0)Ar}8#m63Lpu++rbE^U%KqB@lrbQC8_(%)sH^R+@g)Mn= znvdoI&V%S4uWOe3Sphn24Y&=fvu|I4BRDELtHlZEvTnsYdW@k=OzTPE*g*Zi!Tlwd zXZ}irye(b?&8|Q1l@yiddZ(EtHl`5n%(kbx*L1X|xAT5^J-xkicT2D2RD3TruZg91 zK=-@df+BS30$aNV}2LGe2nQQrP=*g zNOGgLwA(|!(<8q-V;J?^4?*{{420}$I16**x76r9!PY|2&dwIvC)hGx)!z_H!>iPT zgPuW#x{YRmHDEXA>aT>4p%|GlQmYpYJK?zmYgrR+je8FN9lN@9oygm#A-`ZrAAeOO z@9LjOBRLS}zBO3PCsIvXm3N|Fgz;OpZ!ocM;vLc8p=AEjVED=m&@lVppmWv6+W-W0 zUi7>Uik#DtxPp%R;0!jzN1X7ziG=Q-zHAxuExqt^#wNpZR~G?&_tT;f@I6Q9JQ zO{=p|eCqpyqMT3+d0S3pC%Ap}MdfZ~hu#l3$~a~^O3DlL6B@#Sw-Qd^z!iRp(YoMQ zn3`=fSBnJp*!6o#I4LsNkDe|xPv3~3_CJJObE$b=BgCsm{A>-}|3LDOiTgj3{2_cs!sx6sh9Bgb@g(`S3$P9CY=dI)!{E*X ze^5Ev4i_2!-->DeNXwx8m6pk4ru{71-CZHe$4ASuHc0Ci6NrkTKzcTT0-2i*eM(#P zPbnEp9lWWTnRk*J%tb~=bG(+(&p`+lFPt3=ZV*UiASlKZ+aT$FS~P1FxR?>uoJZIb z8oy=FK#6!IYL0U1x191MK0fW>V$hM7Rkv9cbMdKPD2ac{tAzLpXja?qz4%<-85cvg ztnLg)Mf&V}Xm2H?2r&%;pYjosb|D0GML&6+dhuZHZ5J=*>zXiZF#`!jN~#1WMVaPF zS-NeH zpYr++g`Sl2_aCV!bJBA!LFHvFJ*Vj#xEhgP`cL7qoBdy8KaobY4EFek3tHPBmvEs=tr8Jz@m{$H=Ut=aa zlc1)YYI@07N**mb2p3j5LuqH@Jpi@+LX|M8WgEM6lXQg8na+ifsJ@6j)b9>6n6hX-TJhtj*<^&7rPp^ncw`NpDkNF;fpw-&e z1cD@a(f0lpGMv=8HMDroSv@Zny2re0ZIS0sm<>7|>B=0|h;gC-mC>3!-DeG;{cp)e z2W-6WVO@dvpNcp7k0_4Qk5?~JA`l+EZbI4aKk=b)f)4E88tpku?NYB7T%UNf9`TfC z>17i1OS5q%vn@J+u8!e_Av9dU)+t}MD=M~zG5OXj=$HFOo*fE1(IO!QzC5?SY}+k1 z(Dz&p(H*386MXYOK^=57f+Hfriu8>Tat=y;^uxN_WJUF`X}I_GkgQ8m?^~D2hR9`P z17G2s%6s8)7e{T~*9lAZQ!JRNGcT8sh!+y7f4T;?PP4S^4gfVDqI)*vHw4AGlY1B@WOK`t+K|tq{{(}m`pmfEp_asg@H24k1Q(E|pw>VXs4kRs#wnq&E=x&i) z_a*pgQ&xSBZV{d}ChK%`=f}VHVNx$cDUOr9-7*h}rofp7Uneq4b2{4JcNCUC^1}@` z_?WCXP+#H2?pu`giQQ`Zpz2*u91<-GJ9{Wg*5dGo5YiH)L3eq$hNH#c|A(=&j;nH8 z*S2(bN=r&f2+}DCNF(W#4nZ2}?v#*}?rww$(kZ3VA)V6QG2t7mv-jC&pL5pveSfkR zYwRS2s__zo4Rr zM-tSV?nF&=O7>W`$#X;bbe$jxv7#k|@SIxSSh+=By0VJR?5F#!WTjjWk6wsg7rTQp z%bs={jY%UC?A2Jq*go3v{r2zDqOv|W3~>8kS76>!FQ!?L z>GOFlCvj~tM%DOe)ZD-{%hmJ=J`7Wvp`CuM!G0B$fbWY5CX?~^PpaM4+CJj08Jn0S zz2%uxchR$_0u+o5)lP(ra9sVUmT$_X&x7wk2;GI67@Y`5brE@0JbLUMXf73$Z3yIV z)!p?%?p@FCTjnZVC#mO1IJTJNZ*VYtfZ$zY0)w7H`vWG!bO8}D{1ck*=|Hxh?eFej z8*%oVKqdHd^SCmfP8yi~4y^FV3V_w;*8Nn5(uokXf1Ow;7V<~5zeIgW9()92bKvcJ zzP#Nc!mQl@-+`KU?21}u^aN&S!c=)>ghxs2<|lse!s}D!(r?7%L2C*ESaTi@KJkE` z`}in~Yy639UTYP4Ey-<9)15~#jt5+sTA*gA?`-w8rZ$hN4lXVtBHVwa0OR`t4krGi znpC#)KhaI{94+Hmh<=>f?CA=lGiS<-Y>?MUcPN?i=_nMqeXV7#iV9^?SVDjJ#y#3r zH5$Jb!ZKb@cK@Q)6#vbizUI6y(-nPVt+IWx*cejcEDdEzP~{(<5v{WD=xZDpt^9SBCpcvLdx*W^ABP5U)sg|ZY zDrUgH?@oH=8TCNvoB6d{=>sdR@g)@H!Gmfc$`R0>G2y@cb!Xfg<#dj^O!jNwZRk_$ z0i8puH}w#7R@81nzZSPL(E@QfqyItrUJ4a&%q`_dhv$-f#QKp*Im0TRj4|h}dk-D! z+|1dAL+#mWN~Ipntr2?=Os156(AmmLgP!fFu3mFutB2^9&~@U>lvs^GefbEEwp6w3 zU$h2wJZKo<-QlhiqYba`{_*p|UM>MaKK<=E)htxX{2Ccu$OiUdbO~Mn+!#J9qM5Ux|C- z;nHe)9$B9h8$)t{YlL(;h7COH{LC32ydFF`UDYM5Ep}+;mFU{WuT zc!GNN(0ZZyo3zt(DmRJnML`p@Dc*lul>b5cnxFcIJjKW==mha|602=Xn3+e zhjN1FHROtti)#63If1#7g@dDTqEzc3vL}uk?SJ1)4e?^Cud5D23u$Oj|Me00g0G~+ z#o3IcAIUa@bteAsg7_uA5|`Cx_d=P`yaOnAa|lx6=-+J7|M~#_%m0;2l7{!ymMr)G z`Y-=~|6#2TVmGa3YRj3L9eAoxBKUM)uJ${6>k6hcC$ zpIRJ_byEcT9llvbb+e|kH8kRDlK-&-WIcw@eHEF5 zM!+}>w10{qXU+Bx2R3-N;YK`uke^fpQn^ln7F87_t?xYh1QG`R{WJR?Ux{Plg0+Mx z9#8+42_7iGxj{ zb(>x+?K_UL3q=GwZi-Vrf1YsBxhG`4UZJZbvAREb;H$49QTf@=lVvbGm(gh5Wnboo z!qbLEF^#bDHf123HZGGJ16lRejhr5;mhg9{8KzMHdNBTzyhud4@v#f!Czijr@(zU!f*#^#c!IN_soHL z@@P;>jTljwX1HTpCNVM5J(OA15fL<`l?a%W@<5Mc6r@2raR~ek?fPFkE&vPA`~?>1 zBKZp}VEX?37`ShDqSSig5w9hKd_N*$`U3FreO>^H*id_jU^`bY#Y+%-A@QLZ2zc0) zy16^VWZg(eaD)#ZVNvkMjE;>JS66>_*69X!NB91T7U$2+J2WU1c8}7XCUsbDal~%L zf%KI@f$A&d!-o&rw3G4PURyrFSl9!$GbOxmw3-KV6oR&gqC92BC?ArNvpYeg{P3S+ zba$KI=+_ml5S2N2)*tpQ9wVwE9x6#`yW*FTrt7Db41?x=(#H;T5KT|H)IURcGXukc zRnKlHBoS~#l01{$YCUEJQ%+_MDC3^#JWn-KKDpTwTgQn{G+TJ5l~9&5lfF}2-TIvi zNBh^nZZpS~gAnsQs2)mK^d!$rA*n%?^|#KIciP`J&VB%1qEh!+)OF`>Jz57XFXqQovzr1EM5`VpK|PHMYYJNHgd#~ zmEC*xDw79?@uZfNJvOH3}ywz$WevLnH6)fXE?-U z4j(@zxcl6$Qfnl~Nodtyrf!GtNxF^}=j2FYJu()*1aVz-6p*-lGDbr$=oZs;t2z0^ z+c>G6!2$S~)1jflfJP_PDS$DUve2Vc- zYijCE0q^u&rLO3_(=h+_O=r*PU9ckDy$aJh134-p3)7b9iZ+?&B~pCySarV;L*3Tg z@~5#6Rz*z5;@uyLeoLPbbs(&#DZbUy8mLFri242<+38fLo9%XB(r2q7;Ypu1OLLF~ z;)DkORfGuq(Fbay%Hq5)sEB!@{JC?J3kScRb}vlGdo?ZjW5m+}8>IU#5x2rf`CWO7 zk0q*nr+-tASOz+5TdPgYxfD7cNP0>)+t%XbB+ZX*p~cyU(_mzTnn#T4qi^gt z4s=LGt$+osgU?dZ5F*jeerFg9&;S5Fg2>v!*3ec&a48z%O~b`lx-L5|v5Eee&xYbB z2pWmVjxvAwoSPfo&|i4{ABV}9OzOsJ(%$~n(2ua$&JDQVo~T!6uD`Bo4Q15PtxKaWJS zEQh-Os{a*2IovvHFiyS%<;+;6%>4#!;?MV#HUqNH*30n9c zC|$ab?n|?t&ex>1dMqqzQF#1mQ8(Ago4NS1NFN`{dpLXo8V_C*2l}m_oo(KhIg($U zq!!%_)0y|-kqF^e<8A^wXWm09Nw`W5ZGR>ci0k!h|8N9sS>?Z!`IiwV5<6cf;#L#V zm!IQI{sdS`S*yq8T9ta?CLsr>PhJMov*XF5P+%NXg<@D2hyITW=wGL~xH%%A@Q|hE zop!M3V0IeungZ`d&0C~Fjb)SF>1rNOYt>2O8Ky&nJ0?}FD8sdcu&G7U1f8vF7C>V; zP5i~QUZCRkB1lDmbForHr6q>8c1`jN_v4{1Ew5E|VdsKC3)NQBb#VM@Z?zfqgvT%& z&f=Ag2mbcKbaPT)gGZn+nO3Tn<3X>|bntG$(=+R*aHZJ50XAoBaUXOX# zoQwGtQ?w3*AVV3U_om*=5uMzY&q@vz0|l4SaJjh}3Xk$y@kG_#+ofc-MMt-Hg`>p- z<@MmX>Pu<%37ezUio(>`Ou5J=Sl+jB?B5`3dTNHYI%PW|;2@W(usls>Otit`{&6p; zA&_UD*48~3)&KxfNr(RyWDrY=-hZCqQ_74se_0)bw+8aIKW%9W*$hVP#SO5ry1OQ| zqrlV3uDyMcnyukN91o%#i$_1z!BO1Bf(7D-g_yYW5w za;UOwx;|*As;X+kj@Y9P1fdRfZXZuXKN=buE_oyqyrh_KjG@AT;2)pcDs)N;Zw9`{ zn4AUg&>2^yzr*DC_%Kj|p$)MOsJ?x>UBZDJ@xC3^7+)vU=ErCey z+DZJawNU>d`llu^!@8d)pL%|t_}89Yqt%dnPoMz`0Tm}r-N4I;GZ^~k zNPdj}{SpHX@Fg<1Cr00bOV$yTQeQ-Z(6Ur!e>6g?F5^tx4#e-E!B+~MU6KVu<&qT7 z*0V`SK&P>#sK-q69!+lxh&kN^dxl05D9dXFjd0_&UK(+u#L2VCP}obUgVg`_DiK*F zC2XeRDAKv!yao39IsCP#hzDtScx?}rw!|lPZYu9fLkF_kH9MQ=f-PflI{>|vxOn8I z3mTWFAQW=c=kA0$p^o{^=4{=Lv@dWPiMGxVqo>H zea-sWCx9JxAU18=5q7d?xOLmNjB>)D2&oIsfV6Vk?K#FK#^T#8m?}z2#Rd^q$1wEL zlDH?3SxWBZhA?_WQk}TA-e$1;Yz*I%uz2r8h2QY%i#BdGI@7-VyFkkvl|t;+jYNYxsma08JP5DP~y%r4I4n1FlyYNuVz2h2%gZi*Q9}y zqU7f&ljc0sHVrw-DkyqhNep&swpEka4;BNk$28AKl4znG-gP6gVf;me0EVF5yePc| z83{D022Qs&(6H%S*t@}4D+0XAu#(bJG=d%1`mf#F-fkUZ<#%PJTO&MP^=FGaFz$(a z(D_3T_Yd=!<7oP_uxNgYvi!*CAallvyZAoT^0+y5oBH6cJn0<8^hJ55&CEw!kzvLi zf9uB}+%Tt)Y8N{~Rl#6%2d9~k*3pwN zLl9X6Hd?@hKpQf-Z1vT9pJxBcpaX3OZ4|dpw1`C8BoCvtcv$Js`QUICsLP1HZRJLb zqN7LKY47G>*b4R8fE(gBTHzJ4H9FL5CN>&YzwSL*p)SGxAoyPN5rkMV6(FRiN<89oP znsy^XVor(Sb87d^?AI>Z6=O(~yW;SOFPd92neWmvEZhV#rsz0L!0~k|=mEf75=Nlg@t_>Tsxrzt1DaYotLJ_aZ!kmewv>Hnz2K2p+uULZ5z=DZ zPW}`p{7frooxsstmptuw8`DA4OqSC1R0hZA0Z_$4jvT>t7<|js5g=!XSv#}-`+cT{ zY5Tbc@V5|ESA7cdlT?s3EX|OO^E>A`vm86+GRIDGox% za)+q&Bco*xON-r>?`@DfT1SbMXbm~r#AeL|t$cIU59ONesb`tkTMG%!APnJC-3~$r zaXeyNI6Rey(lx~CkCCOkWS_HTlcbeCsoZ%rl*vS=rq`WVzy6PL_>l6al2WTqHrwIq z64|p!Xc%Z#F!R!Vd9;<^JkJ=N9Y0Q3QdyBdPt07>S`y4Xv!SAwsT9BPY>?Insc?I+ zpB`KbSqmClMP><3r7EVEVGzjkpdjdXGmOkPGp)H}jjn zNcG^vIajs&I@Ev7aEtLA5;|yp)KBV`(i$zf^>|=@4Yr>z`lYok>%H(n5_5*$DNayb zT$9B$HC`FJeA^+OyfxWRJq={-R&NN zON=T$gU*%r%Gj@;iitWh%2(+FttD3Ert3~QWw(rKuX9e(lW-i-8LFHE4=7^Zzm3SE z_CMg!cJoJKtcA0ZL(`N1GQj+-9AA?_QT*0Y!=I>&=}$ROc@DdvNo=K><>)c#;@o~q zI;*zS@940I8C{NOnHoOMOHr)(opZnSySrR&B6REECO&?pr~Nb!gN;0gI@H1F77oVe z8Eq^KxAuf>peAmDUvxAmhy%9?58KT@)S3g~I@R1K2FQn>vhE}O8ew!JdUN|(nP>g1 zeh!00QN>3z-YAwZ>=L8A0%h#rjf zGF@M&q8RXEnXutrI$DI?s%UIkjQPWBD7?HJ^D;c}P_i5iF(nmc~CjjDAIrmV0I(1W*(Hd6mgfV5Hc4N5i z3v`GxBL-B*03YO3I7N_WRSCgt>NLAfu`jX@XsoGaXS#0}n56=4KrRP!}(-!OnSlrl7p%IvV z2@N)Vs_Tl6XT!Lcnh~7wY{uRyGW_BvpkF9ep)X74FjrRK9GeXag8_-aa{8drvFHjv zqfFdIQ_^+2)A%W@XqBM!2I-x`;py=mZ^wfC!wYxnoxE8Q(gNz{afWMsn#?9VzKf~S zJ7Ift5n4sI)N!A&jd^vSeT<&3K7$vpdZ}%c_M(%n`?pp%3q)l2Pv1Ogrknwn>2k(q zLo^~ptmd{;_HlIs5}$%g8HgSUivY6U**jEd?yB_|1;Y1fF1q@b*VPpRZI2AwJ2qI3 zHTr|EYAttOZ;S1d#DAWzeM zxgDEGrwLvz1@yOiF^9mRVPIreVbwhotft6p&>n66~4n;gIh%Jn8Zf? z#tesNf7>J$=YP0XVyDxe+<+Ppp3Klc0)?yEh_Dpj>10nE4yS{LwNI5zyZF;Y_H@c4 z2regH1Z+mViQimMxn>pj<@u~Fj`mDVrL$A&i;&fXHlTv|NKZebGnQ zuL2wOBS<)~%ick4tx1^|6VHcUE9d%`{h;ABv;O^Bp55pzy@1E?qwVxenTfNr)1_um z>(KTnI^W0hh%rWDc{}JRU5rdR`#Gt9J0gc?#)yrj`jl#s?9g~q{wLv=Wor-GXvyL- zll{z?DL!%20Tf_FLN0Q4Z778as`<-ZDZrh1%iV!Y6Pe)22=u<{odJ`fgl)^u`a1?*#F&%ECupsat z)Z1I#AV6&4JMMujYOCK!@Ex#NX=r9FBRjldlVUP_BBCwp&->hKPyo8{Nm{zLDETTfyCR}30Dmz&55#H1LL_-(@ zzc99&^AHB(s@VR}dk#(GX#UQ@(|*;}1Q)R{-dsDypd^&C(PJY=aE9naZLG(}Zr{dl z`+t;vOZCaN&;OYPfc$W0lVFzXH0ap^efp9gr$WVfl{SIQKA~QAk8P$iaHPu2HCc^) zNlTw`2|Nc3MPBppa#91y45n(=RDrcEX>nrzFfVNv@!wqHm~XC?*0`YOe%vC*eRNU3 zkCvdh?-6A{MR(X2kWs}sISQ{3#lM2eJL~}_EcnQv2dL?El1I)+k+xQlYUAKwLu7*i zg=j(-V7}<=+>;%|ZuV-K8IF>R3y$XX6^?hknL%t_%Zc~NH<;>o7dj8*6H8lsMuYsk ztEYuSPc(HE^J^j(i)jn;u9;lPc5+#tL+Jy@iKH1@ihU>by%Z@kk)x(_aAPyl@$BTG zaZ-3?bBRJT=VGJI40^MCwY<({oc3t=T#!E>A+JQzrjA!AO_@T=w5uiYs&}uyG)Ftm z&t;@GFU}YAFDoqSQ*h{AU~Hu>ZE5&ClgZ1qxYpb8p%=m5qaM16s4>VP?(}-%gts!3 zcjw`?@X}=dhX5W7VzLc|ag}GD!%Ke{!lQEXL)vJLfwP%Q!jXY4HB|Gzg6O@WG@$%a zf8q|hdjyg%#+=F)jgxtP&S1NbugwykM~Jzo_k&UQFNuV<^O>6@iW>44!c8H6n zXPy&F{0<7!zNNIfaQTQ;gVy@LTbb@>0U!PG-**C-6Ma*e{w zD8@Qp4?j>Iu=8%z36|#TS9H_F>tJ%IQE>1XrO)`XqmhVF{?r=RRRx<>_+|O@6pFjz8Mk7lmT$@* zf}z8QQK4U8&|Z(-0hgTrp1<$oJ{#@%mipIn8oWQX>-At6>8^-%gFmuh=osdD{pV)V zRAa?46_g^czui0CNnYDST;-{L;+rF3W7QFV>!10?ll#)Ab4_1S2XA8U6jJe8?u;OV zZ2K1RDMyc-^}!9=N6K|J6Z!YndCKqgGF?1cvnvQj+N2k3W~s-nEjYCD z&MB6=&Z2)u%h8;l8hcS%yD6Ru0AvYBq`cKEEKtr|up)Pit8ET0FMgVz=B!(EQ$;tC z=-VVeIrd%P4vC_5*E7LN(e&eJ^wjNK_sv>m;mGv!J6THiT}x}3>5T0UrN!nGeCn;M zOm!MYXZyo2qkWvC`hwKkw}O~#*S?(Ljo39PWxUH2iP_?zqc=>=MTI3LZq&&nwRWT& z>+pDl))WiRWllw`f`BN|YJ~mi{jV)0ij8ZHHIX9usa*Bm@wy4socr=4? z)#AFDe?qwe!<{P4n|41bqcZLPXn+wvY^KsBL0$6zDElFX6rtv!yAbmNME|rQbhDnf zw=*f!3+c2N@$m)Zre(nT3J$oQe)6lHEoVp5am5hF?%LOj!V$fsS>|&;H5UXzR|}9u zrbVzu^3F~I7Y_r$Q=8!-ifUvv`bI0(qkl+LrQhO9K_$Th9OkDK=>}0HU8p7)lR14| zqXy{Jb+dZRF}5YW70#g<+N~<8`7PYR?S%AD-XCP`8Sd?*8l&$ME3%?rSTD%GrhND5 zd*kc%NBEk?#t0f^)-~9PiCc@u*?1=G(W6yknXMM5Jo+bEY6DdD*CK&zc^13^-oL+! z3}mo69j-G@I!uC2$7V@s#i$0V+uisZ<&j#8G0E%R0lJy<#W0$zoy5L#EKL^es`3f~ z!*NSDH~5gT-p}>I_9>f=H=?6sA9LHbZgiCwe}3D#8B|Qk?rdP@=yi&CUv_F6dEi1I z{CLVl@OV=CiygM-o$(=6E;n@+TU?O9PeY@&HW`Y`MUOp_j;n4PL$A& z=(^@NOUvhC&P&$8ziFwOn0Ai9luToBiblKz=-wqhtTc_?rRCT@S_vC7Vs!qvEr!TI z@dw^rJcgsSQk74~HJgB-V0wOVBuu-XUJLeEMrW9K#rs!=$SglA)A1*J+P8srTh(`O z?N-Ok2X|h)w6guwV-*8rV#8?yALm|SJ;sihz!pAikGX3^IYzi*eXG-8mp#Kx0C_7I z>C}DWCN~a(ub9IAR`y^`;`it4f;CA*-ZOzRQi%utyqWv)3-(47w2v* z7)Y1Td1k0FC})t3SZc`iC2Ar{$sbNwX=6273>&>yicPO$hj4Km>uS0Fp!H@HX#Fdp z(VJ71`ZSqs8dm+mbq=)YwwLy zd&f7_;Ouw5X56qDv{ZhMpE0t%_;&F?@2GZ_e9)5bOmPTjh;f^b(c)#81?=Lwna+pr zI#-l2$7cr$3xnQ;bk3IwLDUR)gwwEz-KOguO~phTJH+tTDZzYG7sLR+X18*C2uiIA zH;e`v3C<3{arH8bDa}n-;r&{C@<{B7@%-+Vy3S1Pqb%L24wkFfIx#^r0vs=j=QR{w ziKb=#dfq!CsU$uWEZUE#W8`V&XwPu+G2&3tPuHy{P8(>F{Be6CQXIuR-$)pM1t3lf z|AaKqR(sw7U)$-=f%|4&h%v3Es;VRG<66XlXS}X5HE}x)O?_1so9pDag|8m+l#d~` znavsq&jfSG6fNt zH_spuNmtnjYtYX=CU*Jz1AmStW}7i4(83MTRqYE?m=2xQL9XqS_WcKTuwYNtHt^v7 z*3n5^nHaccnH7Ju6Nqy3aNn92*rb@nJuXp)()d5BY6$F5y_7aiMz`qLPSADj#NHPs zjW_|jBN0lS(-X~av+J9=(VE0{yZfF$5k|5Hb{V`Fa~`5Q5G`>V4SKdgNQ6^i`#17i z1V1b#*WsjG1N>#s@lj2hmRti|PNT{!x=urG_%@Trp*U*8%PVW%UVw$O>mZq_$CH=4 z2rDVqiA&Lgp0RPRQU0(-Y-KJO1o6gmtpXiA1g1<3^{z0l|ri6LUdiL$;+vI zez1SP&U;ifrT&bvmYa*da`zqa}K z^DM>q5@;_A-RyqVg#oP8NfEEZn5fj)U6aPJ<;|ZLUU7CK@fV=^h-NYYG)8qb)Yt&} zsMt=)#CVXK75eO%!s3B@tj%^n(nV5+jPNhT!%v#`&_nO&UJ-}aV~Sp5t4ALL!)8>B z-rncBEzECbhTgFoFBd#4=8t;Sg4+>9julA&y|CAwaJKC1=4e=R3`DsfGD!{eie zBY42UvNKR)G*d15rF}@yFH~JcCF|Ks_Wh+Q{_pZWBGIxN3WA+C`bi*0tVA%U2^0we zPqc5l7RMU)C(9x2Ic7!D3RdaAEIt#C`exboEKUjj##@ZMTnNb|8C1U;54hi(?O*m5 z2SZ#^)CSihBd4evbXFy2xc#6!}&U49cS9SF~WsK9{yPx82 zi^5LdG^J!z@>$R1mF;&PSHMs#ZLe+T8=W#vs%73aIu<)PkVS|8ajV`~b)-DFS&uJl z_#5dT=nES7i=V6qGFCHKb>cpfL++;3<^UbgB=fFdtPl9&OcGlIz9vp!s#pSdG;7lo z$+;BV0qG9$b$t%v;+$;mQ^kBl6~A!$aTZ;H_zYZV*~>YQZkME4@$NCIsO2P^;BHk{ zyaf!HHkA~K4?iq{H%Jus*G@m^^*_*j$PAr09ouOH2>h~EC(9Kf##zlY!dRr7z7GLQ zycXC#WmLhYoS0_DRr^2r79G`52*kAX-15oPeRj(0(?q+wUIsyK~pi6_o%y^Z?pSz@`~AWZ*&eSN-*%&iR~E&vI|< zagl`)f>m&w@^;4DdMw#2;iF0j^~3X9=j#3iK>FKcMm-qV%L|r z*InchFuaI%6geEmC_0#CW+ClUiYc3ePjUUZvrPeM@q~@9Zwur3BuGa*E!>eE*ysLH zLp#yq?!Cj@B`8@Eo+Mo^dF3A&KU?ZM%I!67eN0-yHY4XmG!Z`{npA^+V!l!HQ@y_K zo3!t3YkGfDrea+aD{~l4q|C(%cNSwHf0>BT;nY@(m75WEOv_Vq(kwCbm*~dv_w)2Lv8~>CYC?mwH6yx-w^}Vl5uYp@UK66S895%}2 zLzD5$ZwMve;_iS-t9-xwm*S2O&rlNtwmRQtiaS>esw1CYtcfx)PllsK!0xaG;RmO!MHpiW5Jtg{0#1;5l;QlD0uUK^{{K>~R0pwN*N6B1ClM@vCc^E~62wMPnE_)jH*a z&_WC}8O=etT*$pcj=nh2js~H~xhE|7@vcCd%8&eT8U*v3A1-wumL}aUU?fHV^-f#K z^i3A~wh{Odtuer;0$Ja1UmAKy#;l}4n?C(q9N%R}xy zC*m3U970(d6_-(9N;5n(Ta%}$C-cm~quZIgA(Qk{`nNBG-2>TVGlHWPH5qfCIie-1 z+JiRQy9sXj<88J%xyIzAs!g!6PWz~w_5sACgthHb&;tE0p9x^^O34xYZVX#NfN zL^KoJXR0Ps^F-X7{$A_3l$Ct-Z%)}~%{(gZO4+nPoKju0CNSt_8aLl_mKp)}}vK{&(Nf;`tWd>-X$Tc?kWxUrJ@Qg|w`)!^@j)J5ox@ z@7+1BTxLaGE$**$TyD~utQR@uke5%>ZGzrpoF6I~^0RZSOW&Y4a4lE^qyY3qRW0gh ziLSz;Oy~h{BOSO*4q1C~y7@4ycqgw|9_5e^HVo?z~qXwsB2RG2i_Wb-C*N zBP?YHYt9$vx*GTN{wVzrRN5uh&?RCP<@!qxW{zWCqSLT+?`&C0K>?;jsW4OO`?$%y z>Q4!?ts%6Aa9vm!W}_308ZKiHi7VKGW1dfNW zA3T_mFdo0U2u-?kr~3Tsi2VT;N`$!>p?!$ZBJSErOA~tMxkMIWRaJ#-&DL6Yh`B@& zk!BF~G=2$US$?J)^&V{zuIT-x>A`RA^i?mAQ?Lyox$4Bpqf1-85qZnazTvk)vc{1Y zeIOZQZa|5-IO5zPMCiq^>ANR$1X#foGWA)e(U!fx_HEm+iS%50rxEI9hN(%7Ml|!R zJLgxZ72Wm#vNBR|>2$EK50!+S83x=()^amzZp$}6WcY#<$6*e+5rKcBz6Z^r_9*di z>8juIg{6Daiu*fPFHaKua})QmOP?akOK^4~Vne$fSV2~A5g9$UOoM%D;v4=2?k5z# z`$!}-Kcyu_{=_xhi?F)9V$_LOYQm)w)nV+#8en%cckL!e&FUh-0{Lo&RsGnf z{;G$CLQ@NYMB%Xe1E-i~V-H=rl1}nC7hRkKo5RF;3Cj#HE=60J&*@yKK4`&f2VL%@ z^hNFEmSzU!B-%!J_G>--bG*-XHPkh01^a$((H34H4j!vl`fBM)qa~Ez@!MI8$^G=N zt0MeR#8T&hR54bA@ziH&#LqG<{+TE5rr@0PYj4JUGgB2W`;!;X{@sHV|8E{7C!d}A zq}i4=cO3X5oBPj-+_kozU33W-m#fiQ#JERPBH)fTLB9>WN8>k0ae2$#gEvp#xi@A` zT{L9`r+(x(;NaVGM_WZ2a@{##fSHus>+Qd6UTxpTMde7+bxy9q-UjE+HT9O8%fMha z`y_1Ee1>{+FW);Qeu|!r4Z$x4j#cw0)`Xb@N)XVai;8Lm3J;ri;d9wjb`i}PAFS`| zX{@e~CYefg-w&|wT5b)?GFY00Odw@U7vLkx#W*}`6RvTZ%8e2XuV~sAOnBBhF%56u z{b_|XE3?iO#e`m))0wr(4hf%_7_H~!;e7CE*XMMFV@e)#+-yYzJPgQ$#Nnsq*_5#4 z<$4MH`i5~JG6OHvLa>f_5Ym5aBM{j3JUrx1U&WT+<{ zWR0>92INd>@G@~BAx(c&)lxN4T)V1&8~8@o)ZCxwmb@gz77x`$cbm2T&CiOTjd3Gx ztNR~H>b-4xu+T6piXHpC8f{J%Q#*T_U?`f^9~O=Lnk?K5*$)G7=B)46*1guC3VMrR z8nf{q)0jya4%hDx;D}^;1B*Tr372-CCdTW=V53K!KskDQubAmFcHI5d2SZn3hB^?q z&G0y=xZf+8@5ojUaJ+NN-NH%T4zb?U-d$wgrHU}#`Yv4&8&)r>(G-p*R_|}UWGFpQ z&da8I&y?ZXY5l?;Ya?hlpd4$JIeSKaO~83qJGbnmj?wq$e>BBYx;P#OvM2YvNwQmy zB)U5q7yCULb#a2f@6A9?oD=Hk1|>sm#JNB4j8DGJYjz zyEl+GB|wwz=9YWed5wpAo6qRLxFczoc@Yh+ z-k+EqXnv^6TN_7!_isZPrVsxgKlMMK!5Y^u-e$g$7uw;#r2E-)@hY#0AtwfWKRvGB z_$}LqY2Ac&3WieXr$|NUM6{V(yK zpUFQS-2)5W2oD6@C#d0q=Rge-FZ4rE^`4S|I~YiZSPbUiAWT^w{nOK=e#)!gg6l}R zP0L>YJm0hq!b;ML-{2JN)S8biSy;mr zs0P?br5^8jAgxSlB&g|-1Ju+yp_)x}^~3kfybjf_c3lWSe@5~O)p2ho;g`S$1A$^~a=~D<6uTQtA0Q}p^Lyy2kWeb1Y~iU=1|kU*R#mA4 zA%$%{0Ej?A&1W>1h;8?St5-!&PcMe7vi17Ik1*{A@c2XgkzpgKu>k%ZwwNVsKLYSX zg5a+8(7rD$D`Q(OCM{<6D_eH$a45q%@6+>ZfV!O8d}}m6u>X;> zyrLqOe0R!dB?oM%szZWB2~x)>-o2fk`f>wnAtcyoSA38Axq3rmF!IbhJ&7T9h{Ph1 zEk-!RAV{FXg+s99J!migy;V~dIp_#LVO_Cwa;n3vb~G@uTOiwci5X7G73O;8^N{*S#%&_oeT!%CGllm7 zoYR2b#D~(^@(9fmq>%;QY08K9pU}eYrx%$CZWTZJEcu~4(5m7yGL$Y`r%l;Exq?2+ zJFlJOKM8EhiiZl5*Ubl@)eYKy#WgjtZ(~CN6Z}7%QSfMm`6L(&^01m6E`Y{7^JLd= zo!g(-ZTzP$oBcYR3_^wfVVi!71YiEXph2Vko6A!-Amc6dW5h(Qz%oAD>?Tmo zdq|%mA`4K%#Z-I9Yx-bde|@?&z^-#|;77y9r&WB>D|V-vAduLY0aRk)zCCUlRrTWDk*5_7LvT~%mU2Ai;-Y4XBl-=N$`Mx0MV}d{VKGi$tAOfmdu90zOY6{nK z17Wqm*`Acv1z;-3qByuDK1fySqsSGN*>#j`D|AUv#eUN|D?T3Pu+!DmS5BT>QfYI3 zm<6nE9$=7+-H^XPx_y}*pJYXY8*=`t_Ua!Qbq!>(`GjEKEWciI##CqoLZU)si0(?k;Av1>cUV_TmM?cJ1?uZ&F& zu%C5YMfH~6kA3^N@hEvtV1rRBkmyMxa9$B&J~*!;x|Yw~KHvFx+9W{0itBZDXzoKu z6!jFPt^*diXHC1@PIC};uEw6PbyM%hu9p~uLvv`-F)0P(D;l?18i4|^h5oBnuK=)3 zjl0}|J|y} zD(9;(XWuSFw}JmWuKw$3DUJ&-*^Tc1@|gl|!&!A!7x3r z`o2JR97gHh)<2nC!_KRLMp31-^>KZ}N?b4XVb^=Ls2woTqcOpv;4(Nm!SFIDPn(PsGaOAD2d^V1!?n?_nA0TyEcvo)g8KDjoH zg(8eP4WR%uoow3g{qqr`bWstLQ@+stDGy3;(urJb=Xc-@Wn%N?i9|H zdeG36y|3}sZFGEsJOAXNpR<)H$*D6xxqjG%qcv%2;00%rJV`rxZ_Dlyj%q?5gM7&D z&`arpSXR;DPRVwh25>>v3;4#|QyYK;5(pMSA)8U1W4Q;=gKPnu&vQS!Co7bG;0{~V zSM~Y=h|fw-2$c9GS}+b37y-gym59w;>)ebMIc`f!tYN=x$r+N={uj+SF8PBLRQVm5Je{djE3cb)lNqPQWiH5w)w>$hp zAAr%5+VxHb(ij=;U|8k1=jDh$N@99S*C)>z7Fmw_U=GvwJVMI8CB2<#u%~MQtuKjU z34N>iDgf4`xd2Y2k`Bc$G0J(q!_Pr$yYc?+W4xtrbUXD_;GUr9KRs}nRWySJD&rU47qI_>{$!GhcU z|F>YJqVf@VRWTSg4z=Yo!~vX@Q*vf)V&ZP(G!CrD7lWZcuB4mQ_!qxSYE-fM@hNxs_t z7s~ebTpc+>_PvyaY~ndB*b{evWo6VIDn18tN%(gSUO-EFJaCQy|KYo1DOvq`&-qK! zM4~PbF!&wsXwmKq+uQqLIBDF(j@05AY;HHh&`534FVp%bb z9EF|1KJ39VRS;RnLsYy!+5Z*VW0Og;d64hL55RirBQNVHKVd}K?6gt!M&1>G%$}S3 z#=C-xL2KB^38%nCtask|BB2j~7alPr<0UbN9>po_0>IdDp{Wt)9*PY6%a!Hh@0(c< zMfhzOgk|DiMUv&WI-S{CAtH)49`e=in~6oMi)G8}>gx8jq8Fk#ps~TGojPBfHI>`) zH7`EsFCVO0{NbxyI<3mt6rqT&l^g5p#npgk6&@Z=ab_m-sV-|M#2zp3JwEo$sbU#V``bvbh zy?vW_3dY1#x1^k~@pTJgLAwkf%I4agJ#Ng}iyr@#6}2j2H6=I2^!S%y563v)=QwYh z8Rc#Sr7E5fC|ZLt#p4=)_ae5fjHf+j`fry|aP|3TB!YrE{#b$H8-(2RTh4}HYqMQM zdd&8DP@aD95Q+-eJLdf64#qslK_NZxn2p<=v)DDWAQVRWVb0Jf41@&}c%|Q6K|~D> zSKpvRH=c|ut1*B%Yi7 z$da-?2!W%)9myfWbmasBms}EU1 z&PCh{7H4ZT`h-Pm&NI?KE+NJ_VcJ3@ZB)YyqhTCvh3INpc)}7f6K=9JES>bRp{6-L z;&M1lK?E21pPYY7aFLUfS={W_sekQ{mU+A3x$V$rP*PqMs-;mEuQ5DM%=32Eo!G1T z6WME69xr|TBv(iy1=pu-7R#c`7K0p{8?+l0r77oHuYJK1y`AQAlbHWU*;_`%)ook5 z!8N#q;O+rJ2n2^faCi3*f@^ShcbDJ}g}ZAY1b26LO+giR@$P-TbIx~nyRF?{`~b?< znl;B9qd&dBuiWUpfdo;dwUZP11Mpiky9I_nD`K<=kMSo!_VaS&Ku=HYe+2>T8v@pP zkbNe_2}?l$X6wV_zA>yWy#S+=w=iucl#nm=kF8L{fSsCJQhNI|J;MZ>aMuO(X8;j?Qgrs6J}&tI7dfuJB%tDYNRbHc5N2OU6O z%cAC;_u-sEmWaVZkwJ$X*$)|W3JLo`qZUho6l8R%ly}fJhZ(5skx*XRfi1YbzwUWl z{9}hf=zb&Aj;sjKn5{NG7XiF|)JKFoo%}woPL+{L1RM$;fHdrxzJEJ)No8FsxDGf4 z9udDD0xIrz$nRorpy$s}g_f5DM-g>RG5~)138FaKfZ#~4%qVycefEZ4=Y&XqY1wYW zxdOBrwQ00_*2|5IRLNNkMN|vW_{~Q=rYyk1$PYoLf{LJ|2Zyq=t|nBLke~D0zAK-? zgI^|MZ8yLc;^C2P3g=A(HIbS&jSD^NVn5gm02TdiBorTQn394OXQ%F z^oc(h&fm0Jzay{H;I7`pZ8iBwh@i$$_9bGGTJvNcA&~y8YoV)4QOLQc<0W{@x%j6e z_bm~c1m#`3KThqt7a_wg9%H6}eqPn&*Pl^a(C-DFa!U#~YM25yisD#1Yf!vDk!U%A$G$~Q17Qwg2D7YlRv^J$)=QBws;RJrda~O{7pPy^O>=(Z! zT;S3aQYz=X+>Fw4OlJYF1k$Mv=F_sOTq4VPB!5;06uL!t{=3YZCUs2%D{Cp_MH_34 z&{H((UxIUYfh;n2n&Vr?jZVKu&MU&(932yO(~IJ*3Bw>0D{7jnMIqKf0k878GgfaL-NIMBu3zsC_0nb!4bk zpqI8yF~hF$$GzS)#qn;N$5&acVj4MJmWpd`B@s+)Y`-fNfAM z5r9c^#*hVVsM0&TVvBw~P68ZPeyV3r8^*b~reOEZTLo8Ye!AIw?}}aD>oPX~TH_6pX5Uv)SKaPk>W!zKFO|swU6s}>Qm?eT=B58FoaSI}KOFMM zg|{Q}$zl5tSbgi#XI$GSx#QxL{h;IKj61)+tGXJ8!mj83v%7pLh=eXKL@tN$Y=OSVIW1y36%C!4+7r+n;(&ISFtV!!#*Ig(v1rj1u0h z`#g8F!n?g%f86Z1hL~=Vvbg1~eL@Kx#A30k#ZBD6aDW4IP~_AThzOy2;l^4Rs-alF z(NTsaVC%S1R#YihX&X)t#Geuw*dsO^GB4S`xzRH-Yo$?@gN&`h%zMWm<}Vv zLgtoy96#IE)BNRq-U*+WXxeRqDCiu?ktOdy#L3w zLJ|?EuanS!^b}$M2Zo%bYz53{n9_eJu(@8Up?@eaBYafyF)U5h-U0@AonpgUVmSL$ zNiXQ%{iH`=kXRM{(C6a+@Zbf+;K5$P0&0&1UR*>VI}3VSJxf7;)iWYhAz7z0xPUu* zUY&_!w57;W=mmtp(fBEf$htD$05@}I4}!>@Z2I3VVq za8i#br>}Rq-n-HLCkqd|d|10<%tqdR1CeT$)#Scd*MQedds$Ibc%$`MVxN^?_0{S5 zkrGs-!EIn}qqPu7(TddV8VG1*5)!fbPiT^uw#>)OsXMHix5rO9=YLTV6w6(EzT7h+yRiW&CV3BqKM<#fgcurUH9ujtLN+we$I(@T@>8FN)V#Ax`gQ8CK&5NY5=|f1PgCH;^={ zh!JD-sQ-3fKLxfe^<~sNFJp)9lf^o?U%lizl+A~iurL+4jmiUJtQ%1rM6p>HaEH-- z2bZ#cTE>GAfF7pnos*(I85qqAg)=oNQ&kLxe1cw*ib!b9_@&yc<6aE{2 zKYL-)(%lkme;vkM$C7uW!o(t@qzFxy&O5@q0bdT0A4*09;ve#@)>lIuJI#?;UvwqZTl<7`2!!T)x4^V9wKw{YaPZ zwt>q`oePKPf3Hq8ckX@9$Mq__)1iSs)6v_I*HYPJM8)$b{<22(Q9&Ly*T)7)`}>d2PB}UCDmo1rwM))LFx%se>e%y>Cn>f? z(Cu;M0l9HIx;q*;0!9lc@5I7}&z@szOwr4EbLHW+Um}8(6lN9uub)3Y@a{O>>)^9w z&6}zzDpY%iD^xht!YIUFHu zq2RfXw?*Kpks|ej$S1=}bjWMuM#FwFZiVE9>Bu37C>gL}B_RK=HDS1m56es=zf8tB zF5p9VE2Is%_00N%JNeArVlX*FUVOE<+Fo$p0BPDMjW`DSa!kyE6tGc5oL}ThsPtBq z&Fa@Ji`*Lv!RWA~FK(H`B!Htt;L>|ES5nsvzi_*N{b#^AiX(^}YpuZB_&uo@iT4rj&9YkxEC>x*YbuaX<{YKp%1!Zi@p z>HFgejNzgx_jJ8w5?cS9}L__=qHP;14xCyrmVhC>nfQU$Sg)j$@{m> zo|p?!*SnSpCcyHbF!oys6>OK^=;4eohaF$a6OWMHKtr`u&aoe7*Dn_ek)7MIMy^4i z?;nN8sY3j`L5U$X8Z5O4*n~TR^kGGidY#~17j%;q7P<#VlK(`F#iAo4V>1(-`OA=k zM31Lr*l3~Onk1$*M(y7`ZlG-$dXS8tfR_xCI7@2?y#C1RK*r#!u7lu77_ z?2Td7rPE^^z$C^E^rfnemwbiarOVcpwM`&v&M`H#lm%4`?++Cb>Y+!LM-LzD`U!$! zZ%!h8b!xMC@a5YNVx5;<~=|b9aA^5PN^%c$1!+&r2rV-5+9~l9{yCg0lF7Fh(FT5Ma)C| zVgKtsFP`5IVwNue3Ns^Pv|ek3Ha=3hBcFOO-)=Q9n|-!*=xU!M?~vX6BR74&1Pz&{ zd@EFMLGj9u$MFTALniz-Za5ayRVgefRZ!mmjud~tz=TE+yl{ou2n71}s(vt57K*zE z#(v~)Bzy%|poSS@ni*fqIdWO-YK444LZ$_P+ZyQRRaW>0)y`DveAr@_C-@F1qqa#l zN61DncVPKFToFaQ;Q+VE2SQv9fCYOFk*3e&TVrM5Y>e&4HtP}P|05AIN|0t3NXtZT zWZaryK*P;;=$IuNJYcpUUk_Mq9eL-Tqs8-I7%F2rIbX8`_A(Nn;fofIomp2xO;~XH zKgCL?@r2(I!up#5uQx~J!GHF%jf!DX{P9QRXo|9{CcI;dG99WT%wu?mcWbL93b}!! z-z)WwJ=a$WJpFSTloc)JmP(3`*z5b3eBd`+&6ZArkd3A4_I6vNqKBdBcXX@fq|esaV+D2`ce?oY6L= zvZSAl#DJif)~44|l`S7O;U&c%(ZAuE`HLbEHpQ6zx1jOfme?{~;(ljD)t1#!rP;wcOqyI)wK%^VZg}jTX;H_OgLUe`}}&5`*N<91ji$kG&}| zi=TLG@0NAILSfzO1>Wvn`VUaC@8mq0onV6|)qbca0G3T2jsFeirTh1-oTIo~*OpQA z&(}5a=rJ(5){FyzSl@L*CK^rnWb551#=r1=vd**AsTj9yzeIfDs7AopCPA#p6d+0b zD4>9mb*gLlbTewW7>KYBQVssWcO+2)eRIF>%Hp?8e~oPh2LpR9FMHOPhx4b#j2>CZ z{W)A}UQKPR>r*Od*r+{`=pjGq3!k48yLvA?W8?e1nI`sMX!rKLfhaJr*u(A*eorv* z%*eMax&)eEx1gkt16$wHz25_VJDNzN=Wp(Nul>B;?CopbqQOaxmR2%uHA#<(n#ktW)2x(9xuBcA-> z*^c~~2?eCYNTC`heqlJN4lcFs12)LpY72?Hh_5emJs(e-km9#kJ$YoisiW!T$uBZV zGn)60?Ia$%HJU+}7ky>7FLOa!$O|QPX04OpMoa6Y8FS_oYIZv!-~aaOYg0J^!$|*~ zv_j^Ce7TI}xBSt&m6aDdYOpA1aPE!mrHKEg$RI2~ziSt* z(|A!2YkP!!IJrrgujjGo+^arG6tKDVK-QAv>^5pxBXYU?p9ooP`KBx6-v}8A#Q5;d z>EmSB&w}G(1;bw6C>`VA?BM0=8j~SJf8%ANVif1<-CdY-VZ=EUTkOpbN`RvPCXRQ$ zL`)Ho+nRQ_?&HH{;oO5j7)WE>GPz#=oPT`0M}mu}>HK;WDMsk5iROSVJB8h5#4_E6 z>QU%&LP+VM4RDyxA?&n`TSCGJp|-vCKP_b!Iio3hsXnrtCRUqm0SBY5geFG9S-Ar7Z{9%T9;vR+-{?5r3bHVGVTy5|0N^7xHGJUZOSQ%vS?v`|1b4 znB@hszM|`>&RC{0kue*5jBhzA#}C;2SP+<%DL&^_33E5sB)z*?Y?q`uiqWeMLL)4z zBsa1iKU^kw=&yr(7+A0B()|w_mI-C#4>_~ejB+&VAmj_CG9VhJM2lxFSnR%g$o~Fp zb(W(1EZQ;kC>V$kOECNi3rFzAYT$^TzQ-4<_!_9}k%CO92&ylf!pSYU^`!>Or9OGZ z{#iKTZu>;a!Qd~VR6#JnbeSA$zdbnla@?vNOqK`iXnmQv{^8HC&jBMHluw(dOf@vf zGXvU{n7`yP8!x7XgmTV!hZT5JJKb43I=@z;&QJN6{CN->VLd3F(Y)`=sE39eqG*)5 zj#(Y?Z@lWls4G@6v%nRp1n{eo4%5nO8r$9^=V8#ls5OS1k;>};(Sm(vwfTRbHP5)! zV+!ff@5S%RWz-c|=W`v~#P8wtDr2gl}Y0&r|^js6eEruOlL zV_W0owmt&KpO&X-gB#= z-IYG?JlEEqA84yTQEZdwe+^lAc>QnHD zZw(2XdFGZQf8dNRIu#m1o7WF2qc1uG5%{|h;e?~V^qHAQsYnn_55E;w0t1mrjH~#l}zx?sf95XP*Rxz7IdWjP2N!HE{WF2i@ROTSNrBBq)U2)?`PUvip zN+u%|L&3^(olHL)B5)BdaKynX7e0VDB2{n7gjeTwTS4SK+)NEsQ{8#$*iO`^;nwWv z!@NIDHHlW*ag7yDt&gcSJPACvEVwy=u6(5wToP;p%sK4)8*T1RTTc&<=SkQ|pzaUf z#uwkl$#-%|;VuMHtuBW3=>O8UZh+?h>1%yEEbTh<+4wTbLOVy~ySTvNa#QtN^Zp-L zq18Z2A`RjtxSc)^%7D-yq=`q&^*wRvUFdt;6}Z|)zU$(9t|{2$gy>^FF2 z+^pQ4{ns$rH#<^_@(9a64(M(dApnP|QOw>JqgKrVQtc_%x>ZX(iJ`_sHR^ts2ry;n zt|AMfh<|Ff(ly)$muum#OeT@)oFk0d2gpOvoOk>t?94Fmxe3ntLNJS83UwG=bl>$V ztv3;gf`CU?YGls5-;AVN|I+jSH_L_%Z(g-5JpRsdNu3g_BuM^>@3#1){m)U#@}$DB zbUo8TFjl}OmO*1qV&L_^7%!+b-kkR%YG%AL=rtvak%+P~Cmb&r6-nuPy29UC8v|0i zc?BTkgh8M@09*)uDxg^v(i;C!eVY)?8+o!SJ5c}PP}$(c`GaRC>Q0BpWc&$6Z^mLE zxM)8JVs~?U@TU3q$@(X|>=Il}BHsT7;btAKq2YUw19cHPsvLmq^XqYmj=;Z2pjX%% zZ6?oWJO|?Ua3`uQ=c~Tcejw@myO-h1CvSK=@{WHK;|F@S2mUlPCOakrd;xr|mocP* z{M4k|NB}9_NN>ujfL4``$1^?lL&nTFz%@?u_KaiGHHrezXUrEL?r|9^@H5>#^AZ@h z^!c3DtNOHy`04X(g58 zlg}*aY;oq!tQ#PSt#fOKKLargY?Hbue|n;{dX1etD2lR#NG3E%7?W!ddP(viZkdJ( zPuIpyiF790+xw|eB4DG_pT(FkHqdP|YZY^T`|xv)=*X7(Btds!JG;g%+gii3yC zaNGI5*A;sj{QEv?83QYA0nCWYme2y_F$%0CrA^w=52a5YB&i*!9~`YXa_j7Kvrffz&!iBFo{_M(ch#zs1Jirw(`OY(3Rm~2O{xx z0_puUN6wkm7NKxmq=#>P6U6yW#&n2N+!C=7~8W zF}{ZDz_LPm)zkfsJ;;#a#s|9ZGxO_pkEg^e0d+D{nqOlJ4tj1}<6;}@8mMXw+ zW>!%%wvDonepewZ7bq=8KSnNP(kDPpDZvH$lebI;pg0E)d`0b|m{vKm&q?BZrB!+9 zfH|JBx)Ir_Ze!X}<3|Ifob@KozgKmoE8>xbVPW9T)5Rn| z><&C4s}t75li*rYXq(iILf`QM0;t3KX?bc*58)h`bA39*?d*&G^pvagJD(f=l{qA= zJ;hF9n`V)?k)LdIQifW1359Q-d;m}V+k%86{zb45-NsMvL1Lc-Fwxkxv9e9zKpmIa z2;OXp5TMIC0D64Z$$|e~pW$s#Uo?9WFM^pZo@~U zfgec<&^2{?e*Aff9YU@#IbH?UI2Jt0D|PDyR9s{dkoO6VW@lz=Dh{zYJNM%1_wDA;YWJs1@YZXPgT{CW|B5Y>&y zYgmD}VE4F)v#p0%R({#rsQ&DS3GQzvWvRMc#W`B!eY)s_J7r0rzRd2QOR!2qza?=d z5=z)daNqd*g?GYFDwZM??5X)}?u|0rK~|*yDaz#F#X?aP^~L3q_t9Y>FZY0uD(}{R zu=^6u!^Vox4EwTT@^4TNpE#iQ4LsoETTbU@7sf)m8$e_S^PqA|BX?SRHFd?Oe}487J!I1WkgQ{*8wTyQt0 z5ZSN@pp6Ttx^r4w_ulDo^>7`8J=+}l7DHHV*`=3%QTnV{AH`&O%)s4O%wl**Q*qDw zem2R#lk~lxl>zT3hy%;0!el7ha;rh7?5&A1$&^VG`q)%rb_^S{keyboi^~T860V9@ zve%P>cGJ*%b(=@B@W3E2$f!qF`)RFjvdn};h?Xlrc^cA{m{_C{bStmutpEHySE-v_7Fgz-7O?PeIfrzn zomG`pwK^Zk|B#zM^w2qaTPlC)iJy@zNnz^OKU)^tB)#UiLR?R;YQ0b$yGoM%%6JL~ z9;F;C%)ym7!xQdopx;m&^whcdn8JN8;a17zk=3yoOgsa8<1));@+bk9HfPG6KlYwO zt80?tO~aw?T1jNZXa=;`5oLJ3`QC&QDFRV*rZ2CvZlg2mk%WL^vjumJ$37Ba2ry3V zZfWNESl-2bO}_Y3%j1m6UEu{EVKcjwaxUUhK~$`%=w-wK<~3Yvw!b2X2n5*QvV(z9y2B0=jZYy8@Y1x524xz}eQju?ZwuTk%unu^`ssk?-hy85*&n_Q*(lMMf0 zdJIWG)j0-vf=@RCEPe6H?^rs7M~+_~#myTos56ZC!6E6ES?_`wt2-QyYnA1K)t z`x1`9qF+?0sIn&h2z9QRm3;VjXtR^_Terrlu(GV`!{}AgK-vLCSE~;VDYxxNVy1LT zbB89#Vii|h(d<;%;qw)DSJ|el`ya(RM$XGS069QJOdA&R4Fr3PLKR(78Zd>S>Epeb zd*ym`9#1P17$W(bb0g^$8Wtc1qu_TPqRQt>15$1%Z2BJIMl1=*R~@q_Yq`Q6 zpzhao%|vY3OxEG|K+o|qpu+_JsX>d*t33%vQiBiOt3k=e0F>9!|Ro>#np60#}q z{aSKkLSQS@rMI@piAeDL`v?h#igjmI#RQvv-qkpS?d^NBu#z96#6tO3qR(#q%1N&$ zcwJtSvU9)q|y52G2XK^T_kf)YsFVAW2&RHgDPmJ?%XyGO*25*a3HiXP6 zd3-*{q1y`iGk*)(JV0EnX+ruU#$tQCb^QiL0htH4hCgZF^NTO`#cP;ACs=!!&CG%j zmi6!TLyP=Acjr9txZ^p1tSB&6H+KDLkGp7C2YOlw`Hn^hbvcFrdP3S>B?w?CjYAg8 ze;9HRPGKRs;LV?FmMP=~cG^ZKEIn(lXyGX|pykZYtC0=j)@3&>6ByG)Yx1C~ zWTv-!8B1j(atN;NyBUaZr%KlH)E+@Y&RI(?DIm!e%@FNAvc@66yCl3UYqH)>7;pihu;v1$AOkp7)EznE)k~ozuw(PsLSV#%c0639*NMl;9x{-g4oj` z@VDM+G*M9+C%6s~}UbOadn=xum3^ z6VYCOLEydgCpP(s7~UiKfinn@U!r>bdC@`@tS!M`9H))Zy>;uq)(ttz}lm>@nOK1>C*r6oL+E#7X_L}CDup8S)2L` zWPVZ!bV^=c0;If7!*{K<{*kZ#`=$N&qxyDXZLb z{?|39fX6n(QAftmMlNp$^763evenH0umAa^8I&H%U-*{&o%(qpb)o5cA(pr#ti{HQj4b%KR?0^3B{>MkUfDB_hR}Gkh^N);<<^xe`S-?;0nT+nTUa^YqtZW2N!@$1- zBw_&Gh1>!3JDd(;_dTK(-$fB~M+0!4NLpIjRwAI@%=~D*WP0b6Gx~DQ`Tz*C^aNgH zc>ukooU&IP0F>G>@d*hQfKHLDeCKbxMCg;g;lghj20^dbsx^W0XQdy%ks^JW;TODh zDf*4m+e#w!i z-Zzj_;s{gqI6}7ef|$Q6Cu2AM7$tb^E-mR88~L_OLAeLKUuyb{n6eMgORWe_A+*V5 zwdDcvSTBwgC<^YHFbq*3O#LNs^zu7 zBheHZ;?%t4vPjFyCXPj%T2^=L#f9#^hJHhXlvh>J{oel_p7u9>v9+BQ>0B3E$zHYg z9x(e`uov7@I;?{2`>HEjgL2rqCDGI_cRNBdqaigy^!cy(x@Z{O6~lWbb=CRY-%UDi z%MZGX$CZ`H?=VL1w%Z_Y7S~G<*7JMx$Q+s~pM-#NY_&vlxVQ%LU?Ze-$>;>W1wp%Q5G7`J~UKDS~2*BM=teIgTISEv<|41jr||F`)&(1nF+k+p{U> zFhxjIYGh?7E0KIrnr{u#&_+d>HuUnG!+zvGP)tVi6QU84rAr5U4;|(tvXvS7(=T^v zr$at>oVR>kKkF$If*>2u8VOgT4}JLT?_0E6)Sd^;)J%`}-}Wg=n|q*jb_~#&PhTvKGJ50WpS54h!(N&XMU&e65+c-hrCbHrf;{k_ zKk_wl3JS$QTSX76WexBpE0?>McB_M&;_u3SWRlX%$>fnTNY2hv-=%V^uaXz=a8nv$vW4b%C&f*eKMXcfnEI>CsIO+OGnSVb>8Sj#;u8*1 z>dYq$ew-CyMrSEr>z&S|kW=f%M$!D(GJfkg=!}P(GnYk5u-0*2pThMOCadwrJ1#uq z6^#<5shk%0)v4yK<^*Are{NTQRb778FdCJ*gv{#(?gJ?oSe{+x_ik7NU*!rU<&Zz8 znb${2{w|^k>V`i&aoQj+#Hza}8lXUg8;+wcr<`lRv-7+j zeVI4FX8it;n{3Z*pp1s#YCbZRgFJN)-twB!RNJZLY8xBUWjdnT9>o{R3q5d+<9j?> z_Yimbp~O|V6P>TR3)iEIf87*1%pmfVUcX}_ElDnmG%v(_^|(a19P=#kLC}ODN|7v3 zDlA+ozRk-9xU(N)zlaT%V9G{)k5Cx458g$(y<9a+2VqhEobQZTISoCy` z#7Jd1vmz+dZ~S<<3WPy8tm^wrh^7*b*LlvfTyTLP4@ld8*PrPJ==VcMguDF>F|zp1 zWTlBx6^OH+vL%l#4PG92vd+dws{@gXTa}TGaDeG9QBI}v)?}%Yg^qk39PRVAR*UuJ z&teTL&L1SE*D8Zf$Alhq8o0}MA^B$K^SyU_IUFEkp?m_*6vRC?Wnvp!TikJ(Z5+iypz4JXarU`x-D3E>xs6Mj$Bco)`Q`EB;|>Vd+cPdgmyp$0U5ey!gj?{oe3QQXj=*58ULM(k2D zEq~2ndodCByH%g&vWP6-@n{6KWTQ^wV5bVRwC1XSA^vAzdUi?sW=_0-cIlpU1$l7V)^S`0*fPI(M5VBsaqCYX+Zn&uS;mf5k@40peeFL?DmWNc2 zvt@2t-`%$RO6|~Z4Jpk>A+KNzpUZRx{)c+o$p=Rpm8)80v@mf#Av--O@^Pa_dx36X z(_@y@OnvtJI}%e04%{xRmRfJs!1_Cw?Piig3zX^NIemBeL!Uin2anPb1<22F_Orbn33_4huLe1&#%#v0CZHR0Y6;^78cn= zZqy|I37ILKS0f@=)ts!AkK;GML16YPRuwH1lQhZm!;p~rGLE zhc8(==VwznX$4Nwyor`~Bmrt3CmHwOo?Gb?Cj#fEhCfA5M1C>DhLs3*jiX^nw5)QB z?Y}5em4|8_$@P|C_!I}VLbFJ%XG#L`tr(YOl!)>f-v20*3B`)Xvc(gjK|y=Ws(ihm z=qiRMPPeP9Q)!9$Ht#2SSH;13%vWkh6-KIe;k<9POB)t0`6lOxlkq-hHDJV>xPB)Q zFQR3jB+e-9kbQ2O&Ym{7^J-a3Z}E{L!Pe1UqaGOWeH>ykP#ov!u+ru3D{eN0Up2FfulwetYUzzO#x2On=1UehYb?LwS|QRYEP;v z805-k%M=bqz2)q3FM}!#z@faR-TfbF<6}6XtxUPgnM&n8u=~YoB0I4dfDa7ARXYfu{6i{wF(Q_e7IvM>w z$rY2=fou37O*l8d)uV~=98`XFDyVsZ5>mO8KNTy{3jX@Nup=w-zM7deRtjcaopfFN z;ag$n3Hzxo#Df>o+7)ivtSO{+(b6c{eZS}}+UH##%x<+un;82(HXP4moJ>H-5MJ3j zqY5Z$M8~~P#9ECXQC>evy?+CKYIc|EhGLJ^q+}N-VJ)7MUA}nVJ)}Y@T70GUbIxHEr^mbiW2k0FjlQpb4J7angn4HE z$HJQEz8m)7NO*^v3fVrq_5*m1yV{m-{m~k8x+mh3$2`Btbmz5WT*!X?7fMu*%mYdz zz_n1d+zuZk=nPO@(?DST&K-K&1; z4gt_T#@>+)&ERwqbcN=G0AGsW0R=_?7%3VDLL^H(E_#rhy@Vk^`W9TJW{p1pf%yE| z8%7mWe=Pr)ck+U68v7wz0G0*30>H3*;dNQ0QoEr5uWfSGm>(*~af~@nI|=1BaKvyo z>hkax79%{w*tJXyQdX!{p2Y}>;||f40Ono8MrK(2^=N4sW+;F+f0AqV8b?-mWJ6q55X&4q^{+sYomx-@p*>4|5a|ye%9sl&`0iM;tmMSkO>=Ki0Vq6 zCiz)n(>kE3q7m5L*H7k%%LskTHe){E?e7b!XpSzcYBN+o~LoVTc!sA1G`qxN{6|JlSHwb1?2ie!zs$`Alp6A?D zLISo-W6d{4-!01WW1ib}1(5g>k`yCKM|3BX9&m9V)ozwrdL?CE0; z9`$~BPU(^;GWX)pdv+_AKbbW1Cs|riWX!WQjZVj%A#4J^ZT6wFz&5_H2CnMRYEW1e zXBS4Yvh|u@(@pzb`gxTtK3L*-K1nyrgzg2r1vWjxI)O0Khc^@Uf3J3rw8LkJFk-QY z;QqjF6i6~NqK3fnr!OpM(ivO$)jSG@Dr>q9^is8>bYJ74b*CBwTtY0&^i!N z(~FBN+WP{Qz;jpH-6J-x*#ZtKQ-Ejc+c~3PN!N!h|OV97rle!s)CN#0x7ZQOmfldA8;Cq9A%q;ZiEo!$&$5sdG zHoV_Ha!ZoMg=bz8j@c!o&O!euA=*K};>*~<5>XYqysfGz zjwn;2T@bRtfz%gENiUDqc5^r0A@aX9QqcqbM|n2qm?|j{Rn=A1AK}KhNQzcduY5k> z$MTBmJ%bpKuuCgzmWyyCSP3*6n2l(uja7zoxVL=K{RxxySh9+Ea8Oi4xf_)$MZ>?_ ze$PEfbfvA>eibeotrn^Ymd@WYLC#sCHk(nO7DMSnM8?sWBib%`$f~{#VkOb)5Y#M5 z-;nxcH4N%{hMWr^3w~X?+H<$uh3;0sojG1CgnD3~=>W#=fsY7uLdq3u26kj;92B?R zxVVGxxU5)OFKAZGZ?DCw@=9*V01XCt|E!?$h)=p=H+yd&0n+564jp472%>u$AB8 ze)Ft|URUq|t8D5axU{=nf88|0*Duly!+#PHjbCdJX75LG0R;G~J}a4F{^}R@h521m z9WDC58h34f<>+52a!YEmMscZn?^u>q^N2`kQ8SnWj#EY}5QX*elN=@X7csG^vj!iuqS7~w19!OYcL5h|<||kH;)66yjRv`{ z3jC5DLhij2I#HWHA36S6zVz?7G$K9SHs|4EJmKhBl(VZ%RaEpC@z3=Xf-*E7Cg1;7 z10IR@&g4TL#i$87r9@-9nJUds3urAlHLV-eDlq)s0{Ih<(PftL8K-VoqT<8iXkIPl zG#kzu$j-Fql&fMcpwk40W&)?Y8X=(e% z#5%;Ju?cE!d)QZ0Ql#PS8qs=w{0FcNhaWcq?0`Gf@$0W^FhaR7#LD{6PB*$tfv%jh zq!_8&U$Y?+b*6gPOXD~sefj(2miH-5jp7^gT~Mw{gD(AIazt>;el~7I&&9*#-Ey=L zJ&;CoNpuxJ{v^!OYD{jV14@k+XJeTGl8GZEi|BJam8~v=?EGDQ?_+$PJ_{&}oh-qm zq4|sR4_h~_(h)dfGDoZ-#{fN)Ub1X%F%dKap})Tr;8D;v&23r_=~naJ6Wj&ACN3%; z`)3=sWO#)H$ku2*>tPWKIa}oSG?;}R<}vWY`?S*F;IYe9d!&kfIsDPVDm}~beoHGR zt}L6fkA~Gu264}DRO;L2qvs>|-ju{hNGu*=DCOiIAUs**%I_PQ`lEruAc=fgo{JXA z;vw=pH1(oqYUn#(Zk3N1A$ECPrIwQblUE?l8GTTCc{C$Up>%jmmh5I+jk-~d^WU8` zYGAzH(3vLh)vPj$|KV4wZ8Vd9CCH-XrCM31ESx<%~Bl5g&M5e zGlJmM7ZCL;VpTxj#cDC>K7cm>p2$c)f%s1AYJn!t(p_yRSB&%TDjDEDM<-zI;MX$W#KoKijcl#z|SRvj$c zCaL$E=jm_x_l5v^0}29R3>#Pde{K|%InTZ8{c}9lcfbn{J)PtBc_+$|?ff`u+)0>_ zC^FU%eKGTgcWLttCQ}g$B<($SI6a8}7`)LL2m_yz>GS(NKrMD$S z_z4nH#rsNg2Q4(`Vh`RZ< z@;O(E5SsdByes+3?+)n?h|0VKRd+t%@$Qc{ifvsdAy?lY=0EcaYI6FZg4(P(ISk>wos{PcaRo(Ti)~oDRA64T;{H?+WwP+1fAsqXUC@C)rrZB&W$ddXaWJl2+S(;I@-)z>PEH($vIZCz288 z$Af-825;dkE#vD?=^0d!aQO$*Fxt*FHcgu>-)zpTWbMba4>KSg7B-Y78z*pD^k*`Q z%kHvPuSmpa;uBfRMqWxhcFtiRfkVW3yhpQ0F|PDH&s2|2zU2>Y=P>5plUNwVbwbv> z1{T)$hxU2fp=#F0ci>{{{EjIR(b*y+gLsgsd!^{0fB!DeQNp3iVwHY}cC558%jFHs zFZwrI$B^=t7A;!;Z@07ZiNHQ;Dv-(}C4&B~9^o>m<6Oo^MC@Ohjoi8))Q1+6!>i2T z&2soFs0UD7quvV3e-YYPMK_|qjLS~iSRIvw<R7*%L0LvB z<*(6^DEeN;n17YO9@_r9>it&tmInJCCk2a?h3ya5h)PC5ig@h|%K-vNQ=QlsdekXm zg4lvgWn?Usu0kNE1#`_YU{RW&TwE6{!9 z)cPF1E(Mt?s0@}fi#oqwm@k%GI4)AJqO=tK$B?4DXttW!NW<-~7 z(wa1%1fyl51U<{Ru+Ii(z)3qrXa zfN(&%=Q5{1Z=CXk6d8>uT`U~;Y^q2=p&Q_nuz+HD0K6$>6j1QWRABM8qa?eqMbp+)#@Z zaVaZ-clngt$*JngDojST_D8YUp2Y8tLQAK4TD~$xdV{W<_2G1>t&!!Pa9Zz_cdAu45v_MiccaD=wuZ2t+}mOj;GEM!8X1UYDwG1$NV%cftFx8M z_k0pb`ak`5`q08zTQ80iZV&HEe?_T*W|+nHxNUfX!6v|wUeVjLi-~rIaIxb?3hh|G z=kSW*csKii&)jqsJnOy$NyGngjvF%gYVN)(0ON4k0X<{WQ07A2Ledj=75KNKzTZ}& zrvsx{Ou8|?^Ly6!Nq!s|S=em>NBFJD(NLw@jgSu~3A&hq7kSqQE&B9_%kQtl!k(_+ z6zCqwBOD-+2}r4%Z~Ie<^!QG~WO90j17~?FuOU+3Vq=953j)O&fCX(nO8uvp(u|B& z8%Mrgsow@ssCZA*j_efWTBI0lt#aZdBEyDG!Uwa~zgc{bjgg=0eeGtz{9X`gfo}qH zaz|m#d2}lGX7^8qgg?>~hG(kJ(~`yNF3q1Lv{!FP#C;@2^V3sFUV{$A|0eK%1C4pU zbLIStM~q0(VdrC8+UNLsC96Uwm$0WO&hrM`v-Nx$(~lhwsv!!B+`EAeRkSF-fPUVt5d~0$ntS(teQBe($~aXR3lj zr6(hU$RBTpMbJk;;+&j$ievmwbD1b52+#QgkPT3cU?V-L^n;d9SlT)|vSMOlLEJ`q z>-4?^e>)Z>Uqk=A&3sK?j>=HXfZm@RsvbE<93~wRmDsGJN%7z-O8&fr zaaQ6nbxJ86)7Fc};)5z}y3`{*#Dx=$g8OB++auMLx7+L!q^iVA+4RzCv@5Pkw6Dxn zhC|qF1g`AL8g4_l{EizDhg1j(WgL3b=x(&4$&KP}44%wIkytj&Md@j0lIQBu#7d)o z_%!&mw_E@!LDzp`9vX08>tYE9U-~mCtx5NNy2Tc-(Hd#7|vm zu=e{FcrK*{$I|PuY&Or!QX0o)7t`i1nbS&d;&460&*G>bs__fYqn`~MsqQucZnDDA zyX>jvEyZ`K!KXHprcdXRNWM3l*8g8qUkB1YoSk{u>sY=6{GV<5}RF%A$c?o~q7Ss$a=^z`%u>6K)M?A{(Z5rFEWY~Ge-dB zR|*k?9#+4y$W*K$ma6c7`(OT zkBa#W8zCeX5n6GaT4W<(Q^@q9UMG`G<5buUyrKrIHtJ6tZ+Yej5Ua=x9qCZAo&`5F z<%)GshBwN~(U3Pp`fE0E7ZBgFYwN{_hwQk@JlmDFKA@`m<=r@Y6&sBH` z`_WB9Cn*pH}Y7mdWh!WrCB7DBMp~? zMk)`2LItIb5hy6LiOOz&N=(SZ*7TH>+OWAv?!;c36g`Y>_bjNHz`$9Y@Jf76DpPHB z?OVMv)F{Z}y$UFvDoBfKdLEzPPy`s0XkB#f&K9LZugAQyMtQyCB`s>az6+Q~@#(5) zId!i%>W{(4;n?H|VGm~SjoAB(cO2(}b)N}p!419c@iHma)`Q~vx&Fp!!JYZc?&ep{ zOO2sjLwcS!`~GfCZ!WdY$(^JPHfbMGMVs-#cD8xiFbz6zOLL0j-uHq(C5L8lmON0u zN$N0~2!hY+QkJJC{tY5Zcvob9wA$&H<}Ybi+EQ{K5JrQ8m9CE$hlW2W zsvLLKV$VE4Tdn?6Y)G|n7h1dh0Hv^Zepeu#o+PlBOr9GnTK!QhTeDWuGJ6cjN{!MU z{(8+WSR<2j+Si)WAySe$S&PO)hgp^kcpe8w0S2 z)MwR&fU@;H7K)~uvhwp#%f9<4tWjbX%_xsE4r0|0WUaXRr|2~$;?U~J1SQ$}c55Z$ zP_Gqg){zzQit3EMIh*Q}(rdA_Be z#^UVGC`bMWYl6NPm*;uIl4>Qhlsjz3e8RYH?Y%ckYkQLdp`XiWmQ<#ev#9la%MreS z7cU=ZKKQ+jO-RUXi28w5d4+s+heC*miE@Rc)DQdHYzYn3yghR7N_*s@EGB75`|*j5 zXvb5wJGCRBx9>tKw-_5u45&nDLUb;mzfxg)GcOx#f3n**jiy581igXrY>6DqQh=+A zrHkw8jE8S0RK~IYeHH#Q)y}W6eBVcrfN@Hv*Hv_=(cJoukOQ8~TgF#1oI|5(CbgFl zr$Gd!7zOVb;jPY`7Y{6KRVhftF*jp<(VVf8*2&s>qGt!|5saEa_d25DZdx8Trs3)r z2JhTqfx9s8m2l~p}X=q_%4ZFoIGFwo7V9@3suudJf3l|H~aU)yjinf-8p zAnSZn>b*6D8N-r!d{LD;mG<^kKPM#xot{lf%if0vFwC{%##Vq&`(xHGdzmYPu9Nc2 z1yX!mo)v22(wX}s}E5Gd2E_Z;%drt0euqbRma#%`?y2Ar{uP0F~+Ai{AwXry6y8Kmak`1y~XEY}50kiFB zql!CO81YsG2o-c+sWJOQQQ!MX=pX2*-vBm%mMUM{zlXX zBlaBrG_R}tp`CAai&vlSSqszSuES@zn;5oaybtPk8LKrhECKV8JW}9#?+rUK&!O7} zee5HDho8!4YVe--p3v&404qqY3lM?B-kku?E?kmkHxmTr*06`&r*J{1#jEKp;)xUn zEZgF}RE{B`#ZB?*k5>wod>wjrfyN^eg$*NKj@9k$ISpJTyhHtG((#>Ycl%TdsYPHi z>4PH#{~ntz-xt8Y2^$8xdm?q5KrcqW=V%Z&3GdolF6Sc1>ww!Y4G~-S?-?S8bGX)q z#92hj=RCw^Qb&V65%Ql)i`=GQCw+a_7fqhaU^jTY<1+4dfVoIwAHQ-^k`utVs-xMu zH8`{S7UM*rw6=( zmVAr=zV#L#NO~AZGX7yr#S-Q97^g2}NnnsX;9~;B3q( zSPg1qFw7~Or(e!_y|bSkPQ7n2*FQlXu>f#|j6#KtfXDq#jjX+UGcUTKyRrKlbJIK8 zPS|gl*+eW>rTA#XMiit(Dill4<9ugHySUBaG9m(1T0sGCL#XJO^5e~8w5R<3NN0mr z%@O?mXPm|KT2+!Ry`wpXq%n469~mF-i;}g+;)l4v8Yq`DSO)aZnoKzXCQ?q0b_M@>Hdy0?sdkl zV3FH;jKubG>%M>hA%{&mb$R}qfAIo9M8O>fmJolyc7}oe;qaxO2QX(GoY3MAT71yF zLQ(=gN>j@xV;H6YvI9i#SK0E}AP*WkoZ8U{opDXetiAAi@1tm62hZl?8gH4`#OiHo z;xvpt64_4JQu5;yBlTYv^m0l__`-}Rh)60xF^;>sM$fb-Ab8K^HqSM4denV6HNw2% z%YtA+B55Pc%}~F~P>w#;ngj&;nPP3_wu{+@WAS0pM3!Od!GkakX<6rJJ^B4(k5=5c ztE1QBXHjaBD&>ih!32i7;dL?Pv|oAUT@MLz0?I53a<1BWv(x zv@PdOVQMweITfB(bp}w4iKPO)GoDE0wq=K~kkHKJ?6JJ^s_(M|-)XsD`5L{!%6HSp ztd4t&ds^*C{j4u5FYB#U@%yZcWEH=JqR2@nD@OV;+#kP{!_>dSNwFDBLaa)PawBV; z!us~8@OPe`XFPs0rLDiOZC)o6O6`IPw|}-di%ZHU0Z5^%QOp zyM_OdGo_-ULb?Cv8=Eu*%kQkLEK&8vULkP$`h^@|b9x{la1}!qC#2t~`iKIP_a$_( zDQVH``u%IGYn92rEdj)>+Aql}B*erA1Y@OPGc)-2Ksc6@<0`H8#Ha z7HW$<56^Rt`Ds6x7pZ&?xXa^t`!NRx1T**Bl>&CSrs%@=I=%eBIN}@J1O{c?wm5+x z5ZaP6B)~~EZ!vUK6;Qse!l zqO?+*iURL}JOTffl9jDx=DKV!om`-cz zlF&74Odf4s@{5o&tMURPyJD?=-6 z4d0e$W+*xzZ}ey2Qtsp?l4*=i-Q7FtPTIxK%V+4HPLuB6iCnS_r5r0isUaN_obB;S ze}B{*Wod9n(W~$9W+PHxvRJM?N@;+>zKULroGf7xNB#X5 z?}BUJ#iPPon%?7krrVH*h3NXLtw6eqT=rWt*7keUV%mXO+!K1KlBvRzvkNIJhNe{G?L+dh*z(ap=zh=1kx5abqn#f&_3qsJ zULE(u(jA1pL%W*qacgEEgyt7qrtl~;ep z%KQ<4OwaIS_i>=C2HpB&m~8l@OSAA* zbJU%@L_M$ZD;o4Tp*HxtE~lcLg#&>|iXbeUq^z6-()}8I_L066gFgq^ZX^mQC{a0w zl3mpFMb~O%qZH94EumFkq1nGyRCEGQN1WOrN}=IxOp36@pM(0slMMXRp{JjTRE{p_b$=wlKHdfm;x) zGoY6+u&9sGi%PM}Nr3Q!Bc+cpF2>PyOy30yo{QkzOcp_?$k)8E;h3;^|$UewaNUP?eq`k@gF)pa&S-g}Uy5?Msfe zq_M#XSOCA$v+${X-OsnI^};(dqGRt&+I@d#qOda~29NtaSLOBLJM#88-=b9ZPmyGX z#7osd(&(P#1%LL2mzX*D&+hY9FVIE=Fn%5i=@*8bk6g9rZ&mzhBE3s|+Ts>It3}YM zgK9$6m`G9_;5Zysd&2Ubcpr9FQ*@AYI!IfaXMWuf1xYE7x+Fj4Z?-NTUAmQ2@**lR z?|pU6ISg9ix$!yNN59DVxwIvcKdBhpHQaP_26S5Wo36mg$h6U^@*2K(gK;FpAwC=x zu(e=oqi@GiJ-x?GOoO3axA#H}YWpye%PVDVEt>kEcg1A6RA#8kPuSe!qT$`AZe~oU zX221_fC#Y77+S+IHx=`xE!Jf_D=|Yn$Y7qZQC%AWJ^rXqPm-0zY4p8K)PrQN6Zs=HAThF#aiK2z0$Oo%iUvT$mA8;UuOnT z(C{}f+TM8lYIiH|=o#Y}-`ZN7Mc>aCPs{rzst}#no5pFIN^_pja?`2e$}rPIismEB zzM}%s`MSDl6cctv^Y*Qeo<_LO%a##_G6cW#{kCm|Co+&~T{90NkUJIvOY3F*+VKz} zkO;fvC*I;pjeJ0GqE`=-SR&F!)Jza{sk1h}MxxoN!cda*8%9r!+|it^gYN?Zp0=87V7=xQfKJJ8d!Fj2%3Yko@?yw+H&@gRHi za&?r}a($+rs=%o^hsVho1JG4h%16faCQk^6V-iI*bEC*H%6q5Yl5mUD=vB`4xyM!~ z&taU=wRFM4+_vcX_l3!Z&zabaH}9~D;Eu+ZK(ZMmivJt3j@RXeUx;6H0O(y{m=HL- z$tQ8hVHCcmqZ4)IQgm>RoM|*z@Ls{U2Kt#c5vmZ2!^rVDqu*YBfl)a07^zsI^wHn? zXNA)b&yh$QHQ}*v8l7gOmgR6MYyVQz+B@bZ#a$}>KExkioRw7Va;_^>N=V?h3H#K5 z=6wA~%h|8<@tYI;a8);5q7}TOkJx&xZrZC#_BaY`n$K~*P~sw4g`xjcrG4>G+SiJZ zwK>mrdd*wUzDanP4Xvpmmja#gQ)%nTBhPWtsJgS+d+&eeSar1vt2dc}12Id*vuVXD z;YX#kTzNNLj=UNibX~A^n6U|-*_d#vS3iFt=bZW1waZHDDx+9d8pS8&X!%S6!gA~- z`kSbT*LDla2lmrm5#=H@eF%X8CG`Gu_sD!L0Ryo1b0%Y%ig+v7dG|w=K2YKDdH_7w zOhQZ)m`gg_-RMgQhv0q0b?9TLb+NHoX$y1!$WF*7GIo5iszZ&?G?ZUlkA!h3{E{?R zh6BuEDx|pR-?~*UBMhnfK6lP4I{-#6@!x}-5nj&Jye9-LpvKNF-4svS0~O^rE7%sa z0`e{u=M)rVJuYuy zMFaL>p!UK(8mr^95f}`?I5WSFvG`UE>XuNA^LS`3A&LS3y!kM94q#(C+VU6Q0PP@^ z2K*MB`&j16^uf?nVXDOiXCSngI@QLOkL5@r zjB|IYuCA^v{Hvy|24t6d19b3$=b;k}nPD0@R7RR&5q;Xik5aMY8Fj7xBy%o#jNy_n z($fwEIzq_QiUd|Wcj(Sm$$)OyPEB{iPT97@WkmFsd_EJ8tbXIgX{A;x$GLQZc-Ax%YhiWA%#`k2OH4ph- z=SG)`(#w2yr6IDp6>)9efs-z+@c-PRE?v(>JADP(6UZ;8FLt%hZ)yIz>Z1RDyXxM* zs%-kxHNC%m6j-{a#aFC`XU0NSWWr4afE9|4T%+t#$N%J{j3gm{u*2%Q3!YfQPj=QT#Pl2a3ccAOSg7W|6 zRYk*{jqMdn&9%#)YN)G;^X<&ysj=Dl(Wv#@3C;M~!OTl*TF|&It;V*|;-;sj&K=9C zKYLvbkLld357(Vy`XCcd$HRmugk?w0=ID+4B<(9e$ksJIJ)5Ayr)Rk=%gz6(Eca9w z;X>1MiCB9d|KHyIUxH^0RD|i5YRvC8IsPvAy<&rxZQB`Zw{94OPM5bkahD7Kw>sZ{ zlTJT+DfoPl>>sax{bzFR|N6;`phwu{9_>*>|4*`LpSNs=Oa!ffLrY6b+mj*mXHsuG zAZZ^Rvb|Sa*bbmBOYd#&a~1@ktVQ(|+UcUJ@Pw_kZk7Cfiu{k>11?6{D@^N-5X|TJ z_)^#B2j|mqfD=0gDghcsM)|Mrt*kNuI5G?(B>7V3<`9R6zI}TUOrR@T1os$e7?|JP zTQz9=H4gpO8>yELQ;!p$vpqUAK&26qO6i&T(xe zzw|P`BPzMM@eukI%K^>be|LZDwv*O!Ji~wMpQUtlXi#y<~0ncve|kE z22=@u-yqvl%`dT#%C3&82KZMk~BkabYVft8LJq#<|AR`RJ<=5RgFMfL-oDSs77+5txbB>@CGgfNLRe zcVSFNM~4;1_yDPmyZ~(o7R)|^LC>DW^|mHhxhMQrGiQZpE~mDo)y-P ziV!P6&xX-pmJ_M&*7G9Sx-|;tFHI*Fmv8L>Q@CL3VQisbad&F~_kn5#Oqp=_M#r{> z1Xyk9z?LWQ!}za0wSW8>*>lV?*^ah0{I(TJDk>#o;~$4ws#;n*H3x_D(Q$FvZgsI) zWKb!5eEfoQs>De9szvOoE%K~HRNI$Q8gJ3LTL}?_j|^Ex=P*2GW@h|k{oF99K~8(R4D2^=-gI)Qs;X9??BKfQz0~ky@k^Iu_(1A;imB^3p~}C8UF22P zl&wrNO}GcQj(;Q0@nN0@0tbQHl7_#%cAO|_8Jpq1&hc!MFPg4wf%fX3m3zYEt^uyE zi;m6Zb@TI^2*4NB*FO_+jZTt3HAP;Yc)ln!0QA+AJ8eXeR6$UVBFunXX$3aBy=j&h zDl{Drpy-$Hx9jWc%P%V%7NeE_-z+*2m}R0JTFo9@V&XdriENg!WTb}V#X$Q%^^})5 z*%LNHp%dBfLrp~=S*+WjrcSbvyc=(byio^MA6mn5O!!Yv5%kEje0Z~;P5B3M+Ja2CR#J)`exC2`kH+tAadl0{oD2{Xg}WA+@4zn4{2s~o?)JM{N3fqwn&%Y1A+Flq4Dy?& z)A`_Xj{h?%au&H%2P+}PWL~O47WpaLrVZJA66Wg@DX0hP35S%d1P?ZqEJkWa1g~Ez z@F4WFDV;#hAQ8B~v8OVz6k7RTjIvtDwx;Tb@K`cw-;T$h(0PShPrja-ID#=5p+Z%nT|{&Z|gIdWxV5Nz`H(oJlR@U1sqT+e4zu1b?^bz}s`Ua3SLNC5AWxc?F6mvjU&%G3CQ* z3IuzB=Je5X%YVi%O&`yo+5X+Wp`E zv<=-+h}|o>e~-f8kFHIx*LO2i-BHb4YZPjR1ZU>YlXu0IdD5h!NTp< z2ZSCECG9B?$SL|$Co!mwXfpxA^_ds4gG`Hh3{s|_uExK8*9_`gx^9h=&4C}F;8CDD z`MaUY|Mm9&+4}V{)aMn&fZ6hkx z;Q=S47}c02ln9t{Q@OBSfb`OrlA3P?C@9*L**~1j&CN}CjDPOri7q2MEO|uC`sPi3 zQIRZzc|uBNCItcT%N<51Az#)-t*{uOP!$W!_-^oN3urPC6b!}TBdRFoCUO!NfIk7T z`x~B|isY&$!5gm`{?H3I8ioNc?Z0l5#)cmvN(V2heO&F5*W50ZpK01VjMQ8L0sDu*1Ry622bm;pw&|qMK5sPfB{v%&x#IgY7F=J0x85D-*W_ru>&i6TqF# z*RV?+N9H|cI#)p9_zqmgz6}ke@@Z4;)_f|lU^BPlOdEG&kHhJ8&*%NEHi@o~=IH1+ zOTYNP@f4zeY4AOy8c0R}RP4J7Cgl{n!$Wc-iYDu0N*avptX#On$YR-(K$=$~-wolO zp;+%u7Aq%3lbfu=r+ml!Mf{_aZzh>3wZ(*Z@dH3XC)QN{9Ko%#+ai#on-6?9-2oXL zwPBrx%7N^G(~E2dFZO097Ex8$WuLAeBtXBE1_z0oe-Q;kU%@+Z6@=effc|@CeOsGw z+wJ7TC(ph6(|$`HQ_1b(aK&L~oOa7*W#motiB!Ls(6U5c2f*o1Ez+?6N6X{i*N4}T zZ;{pTrP3JmFs^V^!XI)8lxbB}Z0{?khq}8lv|T1xv7}g~_`p3*uAFdcOjLm7^^*xLD!A`@S)^l8v;6nYN`Idc z0nG3@d`7Ltk04^8>Z;%WtG4VNeMN_ih=`bJV`N0}jD+`FB&h&n*!uc#2H z>S{#?2R2Y6#YPhIn5l>ckS7CnyoGiUg{Y8=Rhtn>w@&M+P5Rj?Gw>1uArT3~?jWH( z=&C`Qh{Y&Cog^z_hY+ORqu(^2q#T4~YN$8{7Axw`Rspg9FrjT@hTQQrFeq@B^sMHL z5Rml0tKvK-*tN$LXL|?c#?T9#y?0F{uo};TM@R<254TLc65epT|IN_z6H*M|PkUjk zU#K#K9^_f@+0qHNzaRswvT;v1SIZPE6D>&=T|Pu^&nY1FDEBx*|k@7nlHL2M?QtF4TDjm zOwgqWo=e)zxJ|gBP^>sM77IQULPA>dbM@&2VH=P`;F@roj7FB8K<6%ttke@EbpK%r0sitjkS)Oi5FQgTUZbG2>0%!wOwG~Mb?6aj&~ z-0bY^p`CIVlWlEn2=c&yH@l>00d0DbH!6e)hLlMr$qnx1I3TqkIDyT1g%j16`0je? z9{2j9V(vg)wZ8*xF4sI-c!9row$fbGPu&kX_GU7}CJiD%Q(AsV_NugeR?olD=)ferDHB`Ik77h^i4nJ~;hQ@l^D!HW2 zJ}({6w566YBT-;CYWwyFDCp=U7irmWf+IjTkp-SBnUEprVlDsWI<~H+K6>&s)$Ul1 zKMhg}`7ko~O9X8|{iNTwL$NjZ1(~j=sBUx4@0K8gtLSdn%sF(dfbZHs-b)}3 zT6r*+%SPbp>A2YDubkKOmoKM{DL?JOm%n^De}h9aku{7MSrLLp#GxaQb8afVWwZ^cUMaC}JrWZnEIp;Y$lE9RFi+*8~`L#oo zhJKmCIbW4C<6Q3bks){@irD@!Um5}&O6qSxv)cCL(MaQ8-2ch)GdzU}S+Bfmj{J{i zhXx2=Ax6CvS*8?fd2pP-E>VWAJxQ{xb0Mwa-LSy4%S>IYvyh&;Tvdp+VC3=7`BUJ^WQ zi1WWG_vc;?GYMnQdOd%RIJ00!6M?nc{okW!!wC;=g`Tbsb+-Qws1sbqgrIu>GR1$m zegB(^%99Wd*vCPSHWvSrf$?8KB>(s`V4EL;Doi+!@V7t32gw)irMa>ajD|hCygnez zxmYpEwd)Q1NGLv=#qnjmUtp5nC~*UKh-7zG$g~N2!w;ZYvXU?8x^<)m%FmKrKz?)R z^7z+RICVwDbJsjXxAph8hWrNu9@mX0gFhM@dEIW$roa-^s6PjB zPW>-tW%@nEFVUhq9@xCS_%AkiOG`@?O-;-C#uk*#&CSsn^E8Hnzq|@}9@r@VfAA_a zK!A_@1u_VvMS@T>z$qgMjriE3l&x_1r`?(b*m=GtCeq4Z0wFnYc#$(xIIo-k%(*D} z7#VGR;$%zUp3C55@*j)}>p3pd@5zTrH%}J(YpG?w35Ej?{)deXq-Rdwqx!q||CfW3 z2Ka@B52Pc*|AX0}`#KkOI(;`YfR89pOj2-Os||w%GdcXYTneFR*|tKuuQNwBQTRbJ zyRp9hPDSPG+ZKR^f`r{a6YBce4_%N?Db2~u0Hv&74SOw$qwjf!16^oHD7#=91JLOL zR(br!vmXZ=Q6u?>;zAkH9R#r$3R4mIa+j9*Ux~08daE5B-YI%MZYn!?SRrD7uN#bd)e6O;&B*mXiQ0E)mo~TrK`}f(yr(n|D_My}c$8!>CB-iYL zBnQJ=r%4q(!Qu&t{K}@zSEwst=S4sJJ)VX~WW#<-Tk#%c_f@oZmt~^!dUu*c=H>;! z30KzyeX^pP6M;Iu;!}CAer$#ANjZvrGMHZWan}Ww$0qrtS&!5&D<|J<@8d0Jc3#f# zHx^?A#hSXh#83?aottt(U`rU~6>LT9L|SUv7q3_#EQxHlpf6fPdUqI1r>GZ6C@I}a zX_NxQlV87mqe;S>17QIJFERU)j)b+h^&K7A4f$u2jKsXZK0CX&R=XnHvpYKX;2*xy zzHC_rQ|eD{S`LU@8U^rrCwp!|0o}0f)4D5(h!;XJF)>x%_g+!;=%oC~hf735=49a1 zRR!qj+%AXdUG`9=U((*t^f&tnn3$NtaSHsG0rDxM0w}+{qYT@FLd{>^%=e+a{LTGO z)+m@LnS+`ZG*mxrd`4JwDG1kEsV zbN?!7cZvLWHYpc5LBbbvFqqR(*$Wii2X~rh#N1!OO%Xs)LTs62_y@PYKodvc_V?cS zzj6B`RqSI@4bklrU(fFX!g!Y6_SwdDz^LEDKb=Zx_~UO(J?^2-bGFe1K_L>4<*{S= z%(ccH7OJp2h=y{o=sep;Q0XJD?bad*eRuUpN(G{+9M3PvqsAvLCWPks0`>NlQwlLu zR1c$^Tgxi1N$B1{_ff8g7!`WvbW!N@{3nJqCvL{ps%aq|HquHE)#yR_U_MdW4tkHB z$Pa9&oe6I(eZ>e_0i@-N@`I%Ldv%EJUQ)2*mQylK|=NP<( zzR`6ci!mJyo>%1+C1nVQ_gSHS=smO9^Fy=7l7@Y5#WQe^O>;th;#ms4^)Fk@YFgkB z7sNL1l7|{B+H89kZ}iK!myi_gmYO{gY+ZrG1)1-3Sj20rrBsE@9cBZJtA2nIT4>K< zq7(o)*pdPmmyL)407)_nO~?jJ`n4Su?d&9IsqR;#-!DiZy!;O;;ambp-N?v@6}~PN z=|344VDB3a1bw6F=Z)gaIY}R|wo>2P`F&`HrAJNDJ1nQ^YIS?qoi- z_5v5nkKI7lwQA{;%gaj#@CdujXQlWQSQ!0=`md41!Iavjzdj%NWNb}%>vhd2!VpQD zTAI4p6veMh5|qHs9?n`9mRp$g`*Zf6nM8-CRXG`%4q;!v0xP#af^eRmy+V5U`Ml9h zj%{xV;=T*l$`RRyg_!0=#J))RCiG?S-nSbmzo0r_OQD+;`1-|?hK(1j-U0*YNc&v< zJBTT2qU_qxZD~4Ixv;MHqr|rkslTu(b6}hGdekPG6VzVA^cmjaSf9#;$n}I)k%lt9 zjgtp7e*f+r&URLJy{Tt5r2M9Kchrp)tRWY0E;Npf&jk(-#C`5Zi~kvH)!L z;`F?4&ji^pqq#5dwFC{=Rr5Jd43%-N-_dB?#!fRij)C}p*J8-T8>x%%8-ycvQV3RcQ17f=`o;=bf@WE;m;}d4so3HyaS*ow_ zA_|CcLr;J=HJ>ieuTmgZd&Sx#TNOIY+~DN+#Sf$z?6yrxdslDO%{}M|Af(01LI=iC zeBv#a1Gb{9i-YWKxB(0i0v%u8hY7=75zKB78x{#i_^H&eeUWWHQhe2)`SqVz-Kl1F zS4#gBHm7|@5-reh{)mswJgEEo*HklZ(F}Xtx4=*Ghw)OQ#Pt+kMgUb~y!fD9fEgQI zIL6Bu#c~Re!u@erXNxRUOjKME*xji#ZW$|5z0e1hvAF~xJDuT;RxeBm2nxdbQwUI} zb!rU7NCPM%wkwdO+JrlS>0RdCA&@!C_GZ`2QY1h%2SWPgvO|8->{wW2Pa1U{h-yn{ zD4{w|a!W?8@y%mAQy6jXec?Lp5-6xa*Vf8$X+foEV~pg>5p zc>u@T`oejCPZr(&D2ls$)2ofC@1_6XT4&MQKMy{%>^rj(TeUOv-}mhK0ySm_cxFfC zv--u1PBXQvq-a%xtv4+`%*WNe-mm8sN}I31+|EvzcN${6C(WP?;dF_7q%eHJgkGwe zot^#Rtg8~AS2l<>67Um#vBV5wLTXw5HM$3{^_n)If5q!%!)A;)t;Mn1}7r12+4WNop zHoN6j6p}52A1+iO<|g$2uIT?)`)vaOgl{3HEi88VBLI{UVqsz7I~Kwa)`%1dM*DMI zmVOMvfH8D(W$FO#fl&9y7nx)@PJ#w~tKM{4$aNpY_{m^8A#|}mmr_-Yt0zOLh}B6J zN_;cKJ7!HW31SmOfjTIMO30_}u>kEb$}P~*evwtGg(L)vsnEI@KPSf|@xHOs0)iV^ zwc7J}d-N4@0o=SpGFkV1F+5#S(3irnO?%+l?r=>DeTxDmN@#EztMOnm*J)+itt^od z3up@*;E-$i)Twy^z2`$8#d4!J?)1Snp1$y+?+RE*rfxyiu!=tNnzD5Wp(G^8<5js^!$)J1kaYi%9<4X+{mzW=!^`K#nO_Mu$n&XZ z@-Z;8JDg)i*30AG|Es55Ps%bGAKUoz!Y#^;hz#G$NC!%!FMpYwmhLRr8X6OpXDXA`O3Z(4f^We+D-RS)}s@92cV zaVoFTV~A}_?$!1Wu#n!I^FW1Zaa|q^z88q#9m#na_CMbPjhKVp^+Fq6wH zs?kd{H?_`gS?nhj0F zBTN#Db3HYin|N6{8`48;>#d(hf`Axua?cQxcUdv2pKP{qWu|&Bc(4Cuq2^Od*@Ih{ zwC7$$H8+@Ji>-Gp9|009)B%4q_+@(K{-uLXvqzm9^egvTAcsp^JBp;sAKBN3Ujvpj zZHm?cU#z!klXbHL>!FD_2`*RNc#wPPe|#~fAb`W$JB3UNp=HYn9>ntHW zkjH<*QC~3oEFUS%A&&=dal2f~%JBbXS#~uVESQ3VMZ%mg<*fkKC`Z=0-Wp0%IHU_* zdYURG1(%OA?Jo(X-%0}=1r)0>AvXyZ1JL$V{AX>?^m9xD3blhMU(08LU)%iO(kHLH zx94?f_m`sw1}>N(LRyy#2VT^RWgYFrE}X(Y(Rj03lk5+zvUHbS?r+a0khxvR5CBy# z$>odcWd5^T-&$sJ7j1>7-3Az!utNHmCrvY}zGVC^zg$kY6*B}vOf{Z2ZGN{_!FsXd zb$7WXM#{~@6Nra`5x9(xf<9Pg;0#1K3E|Yg5N-2>olmiCb5>WVNpdW+fBw{njyM!V zvrYFyKyE5~l%d-{o@#8iM0b}rmT>odq^AxQ7xtk6$`La^KTp5cUMHI#xr=k4T4oF( zvFR(8_1|JE{z|iUJj##UL&wAwDnB%k^L-On%k?5p%SNIuH7nE10g9@=xZJGxL<*As zt__F6BZC^hn4Is<8`k_-Hga|L>ch8z!m>iuK}{MTcu8S0K_5x+5Q#y7l^D_y-dKh? z1j4e3VNLs)%1{idk-+e3wUW?&YYbi ze5H9RcXS!5=olwA{9qwhgRt`POzim1d8|cy*LifwkXqpPld?UZP6>^U4hqboH|Z^FokC4E5sJg; zZCJ1NpWrf@$ zg!GRpH8`bzy57~HmPW?hG;82_;T7rblInl@dA42C^kLEV!`YTC3scL~JPhx{q1~L` zZd3HGAi^r&;$ppHApxhu!6M(g7=-4wpNI!+8u;+OI4$HgdkC-nOPgR?J}>~|tJy=o znfnI5?-xmL0$4!6Pw(4ZeX}da-N}3|B!uOKCqhddOEo{m@#(iE$m?ZzQ*(t##(kHR zt3Dm~P!}HQf#{A_3cO9uvL|TJ$>JYBNH{NkzAsI3T5j@}`zVhvDR<_a{)IOgY1&v1 za-z^h>dos3{vna6yTb|ZN4Q_lDd{6BkM;~xpG*!8+iHhul=VYA50ee~F>ZN(7k*nJ z1f(3pFIjQ)-Dlm3Am|YR?mtO?T#fR%LEaxhNYfb0Ss#K#fv=>-fco}X8H{_#(HGL@2A?`4sc(u1s!!6&ubo_$lKhhH|Rvre@Os?+kmXP!?C)Z49QK?lWwp z-GZBds%8oO%x?AUq=eDC6zlwca`6 z&yH2k76*_ltN5gz(eDp~-@So7AUKC7d89_!}cDr z+iRt$8{PsACv1Uc%Hb5PpN%8GbFXi*5@rh?f1St)xr%HE0Z69BO3Qu*{~Du8XRi4) zwsB@L5ANj`-FpoKj6PPS(VL-<#{Tyyabu=gD~x6Thp@Mfs;X`Gg#qaf32Bf}y1PR< zBo|$RgmiazgM@Sn(!J;o5$W#k&P8)3?~ZSuv)^ZY|1t)S#d6O3zOG-!(1E>V$W296 zCf;N_g0FX-&UGZ0S_%f~^7KDFkph807(Kj+RXmS=qWzY_b^NBTHu$W-2fx_h`8q;8 zaOwn#j|!Do>GcPczP%`6DYORgHIp<=8_Y;2NICf_9@oWF4 z)ji^ky?|BT_^zX=oIdT`4<8~oyNdKYz8BjpCOBGd|H$=ij>Q?p5J?lik+kl;v1DY2 zzEqVXbM}j&b3Y&P77AinT&IfS2m8qt^A+1%r?o~muga!l=B2fs<2aLVm|+mNbR?=7 zTbY&_sy~o?XRkm7TTIf?DpP?VBXn38mG4RN!MsRu1@R%fC~C&|FNPnHx+NH*KA)lA z1CpKmGN1QM--on%Lvc=MkNd046YKSC&X6=+InJx(5#@GVU|Ahx>!G}FGs>R*FvzVH~JxU5=1+Mi2$Y~H*_+IiGWW zQl)eNz0j3TlicMUBbj}g+rf4n(+s25wd=x&TcHVzhHP4_gNGu^%IGh(hQ5vu*$D^W zs~Hg4GCOigP+arI8I`1stG5D4cA8YqX(O zirZHkW7e+j7Ne5h@bEpZ6Hvsr@XU-MQ^qJG>Fh%*b2l!7i(30bqf*0nI3mTp$vv`p zMX>MIS^CiD!QUsW^3;@NH_ARy|MQ$ER=hm2xzj%!mgj3Yo-Y&a)cDY@uv%MnRF9ZI z&}wwD0s5dA1ibG8)7Er}RX&a*Nx{9jD9h zL|$diefNBL67EHOjQXvhXpHe^L+t%aD2L2?Msgh^8ztYBIYPXcsxM}=tytqsirxQq zb^v}z{)~u-MgN>CrS^X5{W1_?WeJ0x$l2n0s)6^BMHImpmF8}aLx^roMz|$h6n%3r zL;7uioY+xLkUHa$0~~ZDK7%_JB0oYtZcDfhp#I!D-j<;|azizXM{b0}*&|aF+ur5L zdW)v1QFlJxFl+rpe&xRwA`JK<1!u|FzP9;9wS?S%+-QsMJ)a`C&z2er; z)TpL^He9!~Ij4hjE84Y^`?ZC6>8E#T!#L&QprBjd2xicc^A3pT9k2HA8)~urR~Epv zYis_hwT@G1d`1dBV!jqZL|vQW0LB=uO~@%wm$K~vZ$cP1eU4z2HY#u_uV$ma6thae zUo;>+@J4@`d1mqBbNs>Rb&zLPe9VA(hLo_wQZAd%rc2eKU0ZqMuEr3@_(o-lt?SA4 zrLATWz7bzFPzUijqSZn(cJb!Zy-#iFBGcc)Q%>+xu#VT!0+mtxd(6{wuGnn16AFjn z%@iEGSP@0BRVX%82C?SWtZ+PwwN~`nY8_b-CG~*h367->*d>LZL$&m?rH@O z(0K5qV8|H?ko_DOYWjCK>Fe1=MG7OI{-B`!mi|j z!8v6ywfTA-(Q|}n!Qw2(W zpk3d^l&X)Mh)0&)t_w=Y`bAI#I9+-3>IlZK@;&dT#TDs;EdiZ|Z@EI=_a92XgwkO} zE=Fu(_rMKT>$Qx*_8cSuRbjoUP+2ZpACew})vfk=$``N8?D;Fp&vd9^fJDpCK6W3| znM}<&)l8Ff>d(~k*Ge3^M2B=qvgAgbTwKb1Av9Jt7C(IO@uSJDBtM`%JZ`rPXYE)C zZAtSIX!yp(1+yuPl=amkZg@4F*Jn5bgZ9KQ_i9v0&mW*VQwneuV5BoGz>eRXuHW-# zD#KebDuyw|H&|TljhksSDuj5Fl}aq=7i}U`oC5xD+Q(Oc)Ck`p1K&p2`?veI5%d*^ zvb_#@9gF8ghrnqydhVBaQ?sIY9;@*JoK?V&Qh#r9)83kVLp^dYD+8y?XnKI^ZVyf8 zGh4i$O@cd|DOMD@!A3`E$R}NflB0@C4crrubiHL4qesS_X-L}Qb2p=qi*-WPZ>-nb zav8f;vgtQxtkTF}B5mm%9%c^EOf~E$%gR)BW97CQkZJ;Mitf3(i|~UX(G|f!Jm~Wp z0yds+I~&oq^0#d7bu$3Gd|J|y5`5c8w`6J@w;juO@Ik5xk5O9!2=90L&ZU+IxC`l1 z;!+W+iHJO(1aiDuht55<8|{ofs8cKc)Bb}E>%UW)hm@CEj1>l@+avl4;&mc!Ml5UZ zVWkouOcbJAAMU!Q{2Txp=%n?!OOiAFe)}(Hr3&<&2=jLZ;iX)TOOe49m{8)K&eaW_ za-ibGnzx)7+XHeyx)wz$aUGFfzN4z147_6tz7_Yu7WF2!xV7#kbB6$5xrUVRFD@t^ z=DWbeYmWWKz->J^2W2iwCXbAtaOZ_$e%~L@^L}f0GSK9SDgf-WB*H#ptGuthVK8_f ztTqLaR=@5Kw*9=lLL&xBSA3)Hwh#Xx+4Fh#CCve)`R>w(KatD(L1QT$Gy2(HlS@8$ zetAGeTZ1U6q}d5=`eYuHM(QZvYAEt!ZB8X!qr>imAM(T{-><`khz&nGFn;tk+V_NH z*>{4-#b&kM2F8q&BM0iA{8#(F=}9J*_J*|iSVin>30Yxn4PCY@e8XG+47F0<8b?wQ zk&uvJC)3@}@BSh+*%7MVDeZTm70W)t6L>}n5ql+BngNH*-@NL*R}MdY)(iVzcWEQ3 zkg->wa1<@6=Mif_>5r8*PlPDPxS3ziHUqY02r*t{V$lN|oTPRO`ZKE^pU)?J#Cg-fT2GM8!++1Xz~5%jXZa69axNdxxYT_ z5z9t|M0VI8Uzvg(J;X&uU@0QFoA&L2{@nv?jrt?lUOLQAqG`d?jQsvdwpqLWiXMD4 z#<=)WyjjA<1AtI`V=5eZfOc_#~(??0mk@3->*1TJfpy{*mhaY_P-+Xd6T$B$R}NG>haN z`Xi-Z7DBk1Ee}%c0ttz4h#m{_U3xq@hO%au(kJ-qt?^>~TH}3GSfzF#$Hj{DT-;CX zJm^vevo|}YW@Ik`CGRjpaX?zFdwG$>Pk;;N>u0O2ttT>tmlHKn8kKC|C$NXi&7Ck^ zfKl#>Txm4lqB8OP&G*o0`cf7nsP!&9m2&r^ishKqE4B;)4E!{x0G1E2W$B zMWEqe%DNi@!}XqcL%c={bi$&6I+jGET>|jnmTMZd zi>3gDu^%VClZH5gE`ki%2}Uc|ngNy3&ZBgdg7vrIahplvKYnZAzDvgY9j2%rmY2Xr zbH?|_OHHcNoIu{|rOz*@O)?+u)^l_toAY%CJEsYKLGMOK&}9Iwc8f6P!*vH>KMJ8A zv3~^gFlyQ@cVP1@1X|=WP_-C!&uNKfrT%b@A640Er5O?xprQH)L@LG))EmLS6|a5^ zXitlSl|ZI$0NHI0m@6zDqeVj1j>fERe$`V}rQ`j{gR8&Bnk zA!V+f_FXp(WKUKT{hjnSXMJ6txlUTOc$04n4dviW4con&PGZt8IryuhzZ@OGWt*tr z;M>|ia>8Y~FW(l7(OkTiPgCiOXZL>53I1k}D_ep|b2>zI)^GBqWpq37aE|d!$L|nt z`=pS2(nF*AK-yDW-5zs+4D9gMtDy!^tSAxVGBtY<@y$$rZa zxcmjQT)ZH)eJC7`rM(_$U#et!4*5Q5!DH%5Yz&G&FmKI1{Mf@IRwAnrTFD|Gabc?S z0qhA~XnJ3K`Tet+R%`459S|#S&18zZGu}SE_{-+&CCT$$Tg2~_Y=wFRx{pPU`~gX2 zAqyTQ`lqxm_Vr0EsHIFK7r%Nwd;juK;^my0R(1J|GZ;5XVkuR0`Xc?{TI6Q5#A4Eq zx}An`a$mIu2lfZ)N_4=Bbps8T$90Xx6O!y%_Q2lnu$$>h`YHi}J;Win%&9b^WIaJ* zR{J!83Et#xLoXT?&x`hLL{mJ2cnI_~H}cY4-lA#vihRGi^ST0eJSkwoouzM|H{l{w zp2u$8#lH2eL+h(FN$znV*S?t0`GXtCT=&sXA;V5N0`{Y2aNb zRq6;nj^26NQS+??Fy$+JoAYsKmj$40fHI?n1jDo3v9%q)0-#){-(to);V0{ZnbR&< zI|6)AR$BpWS$ zpR>gAsjO1_4O6;CzU=olxSe#n*0}=I=oMt@2-1~jZ?{t7-F`c5)>tOl@_96wQRgpL zV_)c^U;gCHfjjm&@d*-8idAw}bAUg5X~;NqLbx5s5~^Se_~MkA>V~3tk^efb`>c~1 zw=>MKf7SdMg!KO+T>k}off2(b8Ens^wf3u+UOgJ>q%L~K*zi;gM*&-dcnx7aNdZtn zNJOb$PpvVls^rjjQ4w&*Y4d@I9eO!qaK1XNk#tsvAGmvp7=XLD41&fs zt#FA4%SgVMqUhqw8$w-T-kXxCwBIg&U3A*KU4=S)fqS6!G`?!FDLMpdvTmWn#yeYW z{f1udb{d{ja$9pT+&F=TGJI*Sv{C3==K(*IoscH_YyY|9`}dy}D#3*mOFo}zrc+Gt zv@}Vjnb?5c1$YS+2I)$cnwH!&Ih8#Wb19A1TWj2?)$y5QMFMxUBEB*gUX**Hmg;ILG6;4~ze6P1n{`4# zT{^YDbK&l;P_*)B;n3BfI(BCF5fP3($HJ3fb?GF4nFT?$owh%KqW$t!pWeUgu$NTK zM&RD`cUxlKJB9b?AYciOOUZ8h}7;8VwU6J&*Nh zqaXexd++}Io14ZeSMXK}U9dAK z=lY+rqg-)!T+a|xQkb%RpPL9HbM$-tiGv;g?t0zt7kNyCjjs16FZ#LC>@X-}IBmM4 zyd^~vD*HZp<8Ut_RH0Q%Q|w`rh2WEXOHilG2;)t>(;r96&8@jiFW^dU)MflG3kB=n za5nz}W2A{;RZs(lDVj5W@R0M5f7v$_erMcU@`fVO1nX^N5XjJfh^olpFY7?DjHrv& z21oX!(>Kc1n4_&aRKaD7qRgKzb@`cdh2b&^ja0q8_%w_?NDL-u#5~FhbjCHvEr&X? zRjPP6U*@h)lH8_OR^a2&P|nDojPMy+$j(bh81-yI%j7My<7If^n=HZAL~f4m!L)SI zO=q9!_Jo!gTD(@d?jQH9{vMhuEjW`|#+j&CjQ%vGh@?AWPy3X8nIo%e1e!~GnM$IV z9H5^Fe}-$5nn-mdLs#C9#JBxfvvI}*aqx)ZX5e<_zMN72t}-7>_G30at6MeooS+^C#0@42Mu=TQjG(yG!7TR-he&O}(;*Yi6z^bQHmFl{jZ+v7SStH3&k3_VIah>U9xsz5&Ev!>I@$+4 zY*{*$c-CQ?fuvV;4n$EGyrY2aYdYf9PV$CM%3@XjV0s#R{^3m;k}~65FXllm;E`&^ zJ`pdzOO!sdpPUh=D4!jDvy*bh6b#4CoEu-)}$EQiAK$4*Oza}(vJ=n+R zWc1}55(mbfAP`j$DX8K?MJ&F%0-!`S)lI;4>VW1^+;NxBwGtj5F?<8wXgp7HW~cX& zPt7yGi>!c~wilerT^x+Oq^_=Td#NqU&B)0>XPP$sJ*kX))Wp8VbqEp@u|K!kp+gd` zIr3DSFK{lsCGm1_0r)%yFrW{n)H!LP;i!1rK5KsdhB^IML5-!R`7R^pONuZEDuNo(x3|IM_T?ISNPEzp`;_=kFTo3H#uS$5a? z1-&epK`ZYW8=4#ZdX7OE_0fkrJ?>~^D{n%BP5UU@h#o&1Q0}izY=X_tLnXN%o3JX+ zUPlCkXPc_^x+>B)8;D%}uq>vm(EZk#&%45W>vG=>D;5g}c}h0CFlyW*E~C z-mQy`h4b%7pN$_{pzZ1lV~`K6D@pvX|D6AXXtD93DU7L4+IXordPeR)s{U-W90EkH z+jMPI=rJM%wqtb<9^I42)%|1qQrJE(s7YS%r*F)f@KRw}A zva?vv#*FQcBPG9^BlLjpjyhfK+eLC!`Zu?*_W$O-aQ%VtC+W=f!(i@B8;jeSp|hvq zGK#{E&2&&)%m1tm>uj z6c%v*j-md~zf0_uR2#dM{`MWQ6E|X!`!vSE{FasAd7-1GVL1;#An9Hjwz;p{OtcV zzWobwWsDTD9MWK}NBO5A@1KC#|H*sCJpz+p*;YsB1dM3TG{so%D(KJY)ap0a?e@&N z%?FIXhcj*o@tV@hpE3x?uC5JQvF%8XC>g z1AbOb|Ggh-^TWLV6qN%gTqgnZ`D=Q0ISIOjFAT+6A4H5}^B6XOCRdGj`@3qf>*>lB zkdvtbm|Vp6Y5x4rkNE$7oro~;l)w`u9iQkG;D-Xc0Jc>Em}dL<_YE>FPWxg25|l@G z1wbHNC>_9-IDH3XR=jF5%^H_wc8?ecrz%M5NB^pg54oP^);~ZNsjmgfAn`AfaLb|T z*J{a0bsm%&KA&v~?XIY4Xm~zqwfOys=t&G^L%CP|w0L5+(p=J}HuEPOWWgK!ebKot z97*wp1__HEuLI&2G89Y?%jbL`0q8nelfHkCdv14D52M0^O@Q(Tpx+dat36R*>M0=e ztvj_k^W-@!tDV{aEUlA?IqKo%#*`cG0I9E>&Sh;50_Ixgh6J}z8y!M2DN!Y zng=&5w3*xS^WNEdF3eFec>z)V900w1FjG#Xkj}*zu0vT8DsBiIKWd*pivrjxYKq#% zKfjsM95+?()!V=n#R0?hhZtkz-3Mf)z;Hvlwcr9CCH%Nyu=JNqy2^jtfbVK%pzOppZnFY@IL*LNDVPD(+d@ZdWkdWxqizTJ3p^;nyv&#Qk@`SJN z<`3vx1({2n^~@Sig8|A?kGqqm=PY|kA-L_+LN5o#LW?yVW7fIIWf&}yJAkF_2jM8@ z0Gj6#A?oDYevWx zA6Y6K=ilQ_d6MMr8p-+AzqVYXIvK%BV&pr9_K1;IU0YG?BRNDijiQn!6C^6i$|Bs$ zPKjx^k=*mrALGbhUi%TsBt%FIRSgU(X_PK6F7`@FD<~OsAJ1cb$O1r4al)yIm zwh^wM%SCGz)HKY@juNw#O!!^ZX2}hwXSkIcm@_@LcE`O^A-0)3DC)ts(7pVLB2l75_flH#W2kH#pOsI@<_E z8Ed}S%O5)4eCPtnF{uuf6E$6(Zxg;^)}UuQkTIq|@mPcH`+kEsxTbIIB~l=9v&X%M564H?U`f1+qk;>(v9pSM`d5q zQE`c@shi96^>1n}0{C~6>eKcEwF`K+|P*F8k8*9~_yt}5Siu26}fpj0_YMW)1{h|K!(XaaPI#MCG{xobC%_R z>yIIk1A@}(fNTaB{jM*ae$cQ9XhFMQMSk-g6z5OvuvAOnqBiZU=YNW(1idqZ&T2&1 z>#-LWkx){Ti)-8+!({^?@HF|4a&_5Dyt6ab3!#xvIi>0eVkS zc;nMPC{2-@aDOPMX^45Qy7JVi=ORk3%+jk)Yv-T|l`APxPh$!JjyQOXyz$J4J=vbL zWW`>w0B29gIK9=(xNFPfmlU7=pfxmc1l1Q8>-~PCP+m&oc{&qVvn||-GgVvFanRe6 z@&$b9-^j`1`DfBs?_3s+Wz*aEeR3)dZosBjaIwlpu~<%XgD)m>y%*Bn>fiK7^QW;2 zO70J8s)EWgY@~i&afU?pAP2g^4W0YW%F#YZ>lhtl9|K%K?#Fg$2Z5zoRxz&V3PF{2nS&uBTQ z+-v_l+#~DvDs#A#Z{~_{oY-sE`Z$2~mDfZOaVy4Kh^X)YKx-29TC&q9X$46**9v+O z^T6g}XUbyTJQaV(o9LD+B;2RtbjYNC0$Rp*%b`pyLN4~Y&Ot!$FW&L6eEPPl5Uxb{ zO9`wyVhv#Ktp z!)1HBy}x#Sk^w=GCD%6V9Nzx>(*)Lk?sdGF+t_!vnA;AM;W!$hXJk~@DD7_Id?)C^ z(ItlC(nnFAd5GDlvXOb$>S+U9!&B|vldz|Gl97LJ{H1%DAg`(1v#0|Sp0+(l0`j{( zxM)g$(vc{6c!7ibm+#B-cUzDikWcsdzEZ39riG9^sNT1(nhb<)*bPq6W zo7Rw2V6t>^*{%q{v?tOiq_|YUP8~en^%jg&l+$h-~$9Q zuN>OXyX4=Xg{2!kOR?RrDtATY&;n77-+ob2;It>G;C^R=r!_;wBz;yibQ2-#VK!|k z*(-Ld++)2C@w_Ra8YMbGF0UC$W%2QuCiF00BEaQr&1o~i51y&9(=#xT0sv|`VXw!6 z^|UjG1MZR2v~ebDf$pWfH~1g-g*qbfX^cb%4%mb(7#WwPGDC@#_%(d6F{af?qS2hy zEE;jkK59v}cRzn$G5s>uyq>^vobxQ-Ew<6WfSg3jIV`n*r&oN^d6Q$>%hw(KTwToH zCdV&3bn{tUl5zUvOc>(P^zrV;lv}5gw!C$U!v3)%T1xb^ngRAL|HNfovLpB@J|;5p zIc757c5kja-(xl3_9Go#o~k0Rq?Xg;#Sn8~yYKicDiPP;zYhTW8?3wJ2PbjG9tU(1 zWf<=h_FH(apA`MAG7f9UX}OKJeY(FkT1MnQ_I;mqG321^=-&j?>1Cs2 zI(q^7X2o;)g7YXJrSpfq*-A1-z2@&bquG^Gocse%)4>B#9t0z8q_Mf^G}`-oYuuyj z()p3;yA)}=s+H^jJ0o!IkRf0@zUK>EsHF!PQRi@~v+f47mNJdOoi5n%n0$+M$1PR#(CQiyjjBi931dkHf(=_E zx>G;I>%Fac?%K)ZS@CeX@S?;x5m!(^14hyTR9fmF*Wwd0B27;dBK2gzl~+c#|yqqYg{<1Co-xFi5B;3_vhuqqKAH76YF5 zNgG6;oj6j#b=8|&T~iZhp?HYd=N#o=p`IS_49X>i4t4+oAV^8fPL<91K#h}k5NmGS z8r<1=9#8zkFt`;2TbDRM>iL%g2Lt8JYtxnKt$-(nl`F-c&`VBik(V&Fv>H1|5*0hwSX3qAI{<<=5VIMm2y5`QX) zj(FmiZ@b{fD5wyBTt|%J#~tTc`iWiru|0`+^I zj~Pw`rgekpzvt)1q+9T9a?;9u1STRber*Q%_iv<#ww9C>mIcs&LD3;PqZ{s}zlp}u17Iu{fHba#4Owp2B!3;S^4VwtcibY&?p68!RRt!%y*vQ4PbsLXk$EdiUNW|>` z1_>MQT=YYi7z|K`)I}-iIccT&)0wQRQFVm+V z8N@ob#{oWF^nN2v$fr}R3Li3rmenj2&Xxro53~7+vQk|Ky5$~rbvJeBYv-u6xbpe#E*9UA*$T6c;A#d(H=Rwh)a(jVAeJ&ESi%qJ0Z%_PQy;g7O zht$d2*s$m|Due^~$rRiuW5D?qv6HRhitRrl?uliH@Y@uc;Ff=hGk4%pk92JGbc`oU z))wbLqzN5Qdel_aKV?7OdBtc9V5y!Ix%7hvF)sCU&K^2b)EK}1_Zv2< z-wZ%~mXU}@!KP2jkQq48>j{Xl_=N`7cmfc&$o+1ya9bai+epLM;<2l%enFjr0c*l{ zLo7Xf%&gldOA?H1z_#F_5|) zW&|7<|2_6XMgOX0%i|AS{*wyo=^ksaUPQ#PNG*o_jFg-#LN&1s@YQV#tl`UJAk@wZ zQF&t{F=CA$S8zf{YCA~G^2H)m=?{Kp+lV_`T2-ak0n0WFo&d6E*+Wh71-xE?d4ke22-PDdL@NX(K_cmGc6OMW=KNLE)^&E-R5|yO#81=u!l@{c0MopNzG(f-qNu#@Q*V2m zO&Cd7q(5J)bABJ^3cc|7Z<7*-f#Of2VDd!tZw$H3PwL+nO9LtGoilh+U0R>?42|(M zZG2CeA~ce}+q7M4NNGJkLpr$M-|`IZH3*CSu({_iMc>1(ZXxl;zkdfJ>@>#1dk?A# z3--Z5QQk{59EOcVuM+Zm4#4l=5scZZ9gpqA#sQp5J5@O@fO82Jv-L_qarC_fGv3o# zC>+m~qq!^5W+sXXyEL?XNeH?=q{F749k4Djx8LRwPIfxHDf0`sMI8cx!eF2=DlW>l zu$WI%X5BWj+Q@>1Yftr2>U_8ZRv9%8ysxbKXteqVWED0oZUA{r zHCm+Sz23dFw!h;Z`N@|wGPL$$cL#z_y!3j{kFL__dw1mMGAM4Q|CR0K15B#Z*8R0M z&coX~&wSn;>kwqCfvPVE8Gukp9I;)lEC{RRO0nlw2YbIqYt&KuC;ondcPj}a&2or> z2AwKkZphro_)`)D>$>QZ6s?kzY>p!m({rZn7ko;LwRI~*iH zQ#JB2he4Y0hrf<%PdulKRs1i2GZ~&2>Ys?-Ng8SQjD zKlBH+ie~I>Mdwdp+5r2qm9M;mJr;JOezg4$|Cg=G%K`cp%`YhUl=2a8j*T!2i5_cc z|7p8s`yYh$RQ&((Lf`J?$I?OEoByQld9DZJPi-(Uxc$xGRh10<(ud7SyNqk3!-D+&)(=P&_5Yft1F$L^BLLQIlG+QCg=rKT2DGpJK zr6DLCY@FXi~B!GCK!*eeCVs{-9;d&v^=q)5ZjZZg%mSvL#mcHH%*4QJqp;#C` zT|RyoE(aut9i8R83~1fm(dur21AwNhky9yXRq;Jk$>ejl@?)xQA#||)F2$j_|(to$t@?!|f#8)ZL1>oD} zUFZ?1HwpWkBS*I#Az3b3K%wzpqu=jLXTwho;JcZfAETD~3{vjVir9ev0Gg|^d&Om3 z@}-Y8kxKw-ix5T4+`LC=YKnboOH;|9+c?I6cRq*e$Ks7@NyDNz$A^PcfA-Lyf$>}J z_RYt%$-TRbte!Sb28VT>PC5Z@lii;fcy;8(FTg9(V8&VLk1=ZSnre;Z$>RXPlMzwD zk8Y#Jq;H&!<-cmuUifzcP%~3{R5_&!+!^mg*rtmnNmd@M~tdN$3x zcA#cILu1UX4|qq?y-p!$HKSSHJn0st>WYm>Pw;M@9gJK+4a;a&s45F^rXc z^W7|Ryu^EQiE0s729AqfS_YHc=v2g*kg(uzc6#)xPuP~wK7A3mW~3k$8Ja;^rTl=h zzfeiLr*kr;QOl|8TY1mkzodLf)qzOmO*xq5%HSc-;=Wg#Rpvj~tcDdvt7vbiVDLU# zJb%rp?s_2_+Gk53BswT|7)pUv!K0!UJmZytZOb30D2iN_U0b16(15wVIDp*Blmg4+ zkD$JF1XMPShur0lEsiZ=;UL{)`~e_Bn#YH>f9SxV?umrKA0z|nR5SpYUum>g52-2{Xcpx`O2tpqc^v&)!$s!TseJ>0tbZDT%X3{#fG zibcpoAo^vkkJsvl{u1-lI%k%C%vX^uKT!EYC#UuY%H%&=XW1$D{AyiXKQu=JtxZ`` zukPIgOUUs>4C`T&4aLIKS3NmS!ODEVzrM;$j;QOp>}(l`s$0hn4UGaJ7lEn-O06=d z?Y*5YeR?+deL9*WH5x4jHh5a-w;mb+5z=fk><|=+$L(_$7+3mlIK!aON(|oO!a;-? z!24>|`+k*>gb=%j{LyT;CE_GlWt=~5`L&DYzo_X`5(c^>d4OX~M|gD#K9X{njH;-G?RGi*oop3t9CgD+!CU|E7nRPHNbPJX3qt9su+`2)@UQ zU^ALSUc-bth=k8cq^gGUr=sy0h6e1pS6+E5G+TnPk&FshpfaV)dWWTslhEIk^{=&2 zB2`!nImUtv$7sx+y?gjhuJGY`|S@_6ZkHUmdqt!optGw!D{#hHZrxk(WT?~ z4U!^C%rCk*`cwot5FKzjkx22~T1B&(jSK(u2>0d@=Q5UXrq(dNlvD0WR8GYr(Cj&5IHev zJ$tu_Tv_wS(#rD|lx-{G^*qdktjye)@LOhmSo$LC*oF?2uSl>cIISOGBI6a|o+5DR z8S4BwqBGCpWebiaJItu%4L_qvFq8`Y$5dxyZ*0X%u=xmh-)e?OB9lA{G$AO?ZqY?4 zo9{>wwD9N0nDov2-8nW20gKM|_9f;oMa4_^r&du6h9j}tcr{5@&N z0xH%Adab#gd)XLc3lp7zsSWSJg+nVUs)1o^RLES09&D}2cXLo=9VriiTMg?PeeWB( zh-b&b0>CNjKhZUI1GHdf8I|n``B4;JU1Q&stugQrE>IY3jH2GuQ2U$?CEsy#vqHCs=IPGW(f9Z& zk>!68;s0WP$=_jNQfeeDamu^>%Ul+Klt}VwF5`d0x*oDTl3Hh?3Ngo4+L%`;up>|k zk${1gukNA5FS9h#B&XRlkZsenm5rYNdRfKRzOyn*2YN5pIXuB4AM zsoJ>~Q;vYh5{>P1!#XA4C+ptOP|#wXKEBk6kd?W{i6T6B49W-1EUK6mHgFOW`EyK7 za}P~}4r#vvvi6{QGbC(sKUa=WRk(sxH)-I&zOPj7=I<3Rtd5*4f3y=|_B$8D4sGH6 zw4mP-tN^MH+S^3X^_+icCK(kWz;y7iqIXM!83CUvoBMZCOlKNB-(ldsI?o+`w-{1i=C_&cN--RtBA zLc0GDeTd>3H2@g`f*@?0fez~LoP;w7Oh3r0q;aDg-8+noGRpIFS3{`Z;$`%xyjywN zBQhR0$hPl)=LAg2C3GtuhvjBA+f64Dd^8Vk{MrokkWXfJbfC6x<*o+j+H~CQdPfDh z6t@uWSZ4Q%ZYJNn;B_!;H_km>oRZ-_@-7fNq!#qSyLEu-tfXXTRfL>NoJWD`xc8Lg zR5?oLGy0A(a5#C_>#gqmWNP&6_tXPR1Y1ehCAT&mSH11qoK$YEo~8zkOe}|Q5(D;J zB9;^QK}KzVXI3EK+-?8`Wp^C;ssV@QuY)eb)oPW|n_NJM)s;-!%nwMo-qbz+mw62ZjRo#M&1=*DGOwu& z6p+$ruO-9<>pj~MqQ`FC-fqU?Jb#KImU+daNbGyDEXUVg?OWu=^9oS*-bdZ>l{)v0 zKpV`#WKnF5m_spkwNq3I0h3kC@j@^SfktJSL>Wat>{i`-sb5>nW!mCoHp>-Xt?PH| zaeYbwH<}TQ`+1bX56~9wjoL0qKvvD7tW>SUKWKVxP6U@Itt=N1ck8|72q<$7lkO4n z^<3tn9iDAPQT+dGYI~v(Vh_RgrCaS0zUwK~S1N8s9ns@?$#HZX06PQw2k0mlo=0MG z3J!lVEB9#2@oXe#%^vfX(N%RuS7kc;OD_(gkn0M?9I^ERfz1{#r761-zTnMwZC>q)@QMSq5bPgb&)S_jl1J-}Z3xPe5GyotI+Msqr!AuQ@KTdwW{G9`$ngVO@{kAQ zq`XY+`fyh1+FpE}00$Yl zLdK31x-)!OQwSHDbv0gh4%^z;m&z`yZ2H34HmA0A$4QU>E#vyX#%2*p@-Z)59;`ZS zk~E6Wmd96DoSFSmzj$otmTU@>9%AB&hW|%*#4^iyB$^49+>k-#qpVsSc|?0&p#A2v z2;h7=N0)DTwCPbMdp5Lu1`HRfW_#6Po%iR8qASOP+ksB~X8XKlg|YIeC=GshK+IfP zZ!;htpzyPsnP`?$@s;XngQDUW9P3ufe)RINE6a8|n~5bd@4rW*)02B4a(=G-2+m1Y zG1&yOTTFs&`}7JEu2Fs!SNe9lZgzu<9c*z#%N2_JWwR&HR{Qjri*RR>@m0-44U$@4 zoo?Uu-7}}0ttIV6cnrR{lF3lB(k0#A`uPOn*Yv1=R#Cxbl9_X(efrGt zqz8hFg8h(v?bnCVn$i}B!qn);)N;gDYtC>W2%G{toY{awli{xsLv9Ph&hk?(UPD4TH1eHNbOd_g_z`kU{H?l&PZaK<2mU=&Nd#yDiI zn01cwOtHzj)31A;ErYuJDJk)EG#oa% z*|E;HY(4nB=ZDkLvBSj3CC+~WxEiCpf1?F0xrUJ{sq}bNvng#A%%4lKF&U)+iLwpj zhg0U3i-6#+jSpou{_?$B=b)&&ahJc_XO5UT*keKoGzQY63pBHZN^MH*R=RRR7Q-1 z|L^(R1SJ2RMWRHR2aN)H=7fv9kK80DQcj5w;^*gw(^A#cJ~D0_Vg&jjmDWYIRcZ@h z5q4AA1FHOH0^f|Rhr}tw9BN?OG;QNK;+xeae=xlML)V%UXy=`$Vz4yE7*ZXHYQ?K> zue(p6x3(A8Dvkl;CD4AsVkn&XTsM*LVYz= zEI+vp4d+VrlgaGEuiK9F4_|E@aGL4LWpBCeiO;)B9x#L3vg2@VGuJ{eQ6ex68nV9! zUHS~@+8l8}el<$Fq~%AsAueHdV*@KA=VaN0=3KVQq!(R<3nbR8(I+8GRb*f5c*>w; zR7rMX6X*J|6JB_~c=?QUSWVsv;7T(WxKN}-R(@weuits|mmEe6D|Fxs`d3;_c59kt z@5~@x)#+#S{22rCTDJC1f%LjaZMc8E44JBMKR{jpL75)OpMlT6P$d7OJ0*)O-{KSy zeOVqLP@>_DQM{G}yopQIMs37n98Snq*3HBbqW1Sv+HdmQ#6Z~}`t}E_RfMUYH>pZwQW@~jUSKI=K0gNDr z5u0V^L>XNFBmQ(7(rZw_aXUiF5QJs^ho7tdh^; zgwhP-fnWsk1Bce_7DupmY~F~t;@Xhk`!MM$OIUm3oxrNd|H=a3Wx_fO3MNDBS8bLD z5`CX&u2?c^`#!|=xeLLsXY#vpl`CG*um=H|oI1x`^Y(mE>h32@M9cY7z^ zrr;m_-cpFmNfr4Ss~511f{*SRfGL1LuBioAU_diLX|vfMO@}lp>2Kb9NiQ!D2v;c$ zcgaE^6+i$dh96c|olvd=rYr5*!!Prl3(I}6=QsJxtqX)S>|o@(3uW%@+&uGrRGs(- zEoJztTTk|i-$_|mKEWgxALky3$09URK}wtvIR9b|FRcM^xrJ%Jn_nY}Byed~ybr>&QJz-&Q%bP|M~y7k2v+o`U3qLazv=%fXp=l6l~4K@C;a-975gAFdS zGk!ppxOcN?s|hlxK}k$v0HxN{I(459x@0Wn)9dkmAy1l}n!wAqw)psQszVRw{EL;= zJMY%=!IDYpH}|S$X{%y0_92U6k6PP>WHV#FT-Md_{Ou>Me{rY&4`**37G<0FjVmA_ z4bt5LLzgsyfTxVS8_w)UPB|L!+)Dov=ZIXuzZN&i zY70Um8+PRMS#zFc+v>v0MobOoJ3}k2iWw2Mx)DHhiWtQ6IV#CK;+m`I^NRl_zvDSn zBlcDjP6<$T?w|`8%?^iOd`smGWys7ktxVw5XR$eQ$=5t9jkJM z;+%~vd~Z;z&q*fV*kG;u9+cU!j#HTtbNw*!`X{UYn%pg4OLwVdg@jmnUJx(De9cAb znJZ8=rVx{;*S-bvNQjo6-->U8=LOp$Kk>;mux>UnISL2IuQv5*MA9 z>TR+`_PuA0KEt!#PgY=gYgp0_J;T-D@w%9v%VR_MgR}I01oHw}qpiMHxGV`ve~$h& zfE>&>z6LH)ju|A-EWz(iH`j(-NkOH`w9`|Ktt;sX+&k*Ow9gwX9t z%V{~k=sTZukfY`Y6fnTWohdG*^n=@B@s&2kMGL8TD6b7Ih~{b54=sS+aBBOil3nI6 zJY{@LWuzd+OkGqTomlltTGEM`bER5ZieytmjWI=L81bUH7kn@>XHoBB)}h-qfU2kV ze-woU&X-2M*o0=Zd`6GMTypILVG&=TH4wdI4_blVUY6*Ft9l{crK??F=hjv5|k*ILZ_e!XXU zG1Rrg)lqW!Andg4ko8x5?lq!a6Q^eYqOg8+s|f7*hazxhqx?LhaTxwFuGD_oS)CCg zhMN@M_l;;*9KTSc=rAYqjqeoN&Xo$|6;-2UN`rZE?FL)9l0Osjk9VytSm#u~TJD@s=r&MYJ3GA|p3Yh* zqqpEfZ=zMrP-)-atB^AdWuIU=NI>Cr5s5#+-Mdetj~9k zuWO-=--w;b0&EG1nW@Xz)o>zyclH+@b(+dsPKsz}F$H1mliRw_&VG!0>*MhKB%XS1 z0?%vj2O>r8dl7t>6L*e**2wzoT4t(lY5p*CG^C8A!HcUZ*ft5@8RkgUy(OKJnn z2;GzZHyXFOkAqb-rkMcl*!I9~dW7_x&m7V9yogpjp!VqY#olTb{eWiihFcr>QmhMi zn>1(F82a*%P6bJh#ZKdlho2&&LO>j@hKc%Ga#B+MZ-+>dHafflgj*Dv2_gDYn1k19 zGqz;`%9rV@^`$_q(G@3Q%drBC*ZxVXF=^Hks2pk`@7=vC3+&ncf)~Mr#ERO?e2Jy| zN|2-Gv%biL(lu%6hSan6(zTF#Pvu3LpMF*q{{6*dgpsE1`}@Rx3lTwRF_(=<9|h;H z?1 zRIdx`>hD`2N>vm1-6A)dDM6wSx&fZo2mueWeS91Kl8+RxjI?@h^@;fLL_ML~wYUPE z;<**(!)0IFi4oM#O@4YlqP_l`RMFU-=N4n?M7)LQL{ zd*2ACZDVVzy;el)-gWnVp{iLE*gfWn$6FsCWifg0^W1LR2exBQZ-#l1k*6=bn6uuP zDSJLYba8vFBH@(G9VykucGa{Sz|dEcsBSQoTwqox6Ki?du;Fq+LS3+LudwXojTVY~ zD^?`XzZENvS26A^Ou2)|EBt~u!D z?PZeyDY3-kCm-+m#}QP!G7q_;e({mI2V%r_7U0Gl{-q<+ejlb+3t4mO__Q7)o&5&B z`>JC|+xBwj?zktwN2*8ROZ*&{4dN5OHGTcuOvT-u2E$T3q{Vq4U0h_YTdJ^WB!Q9J zcI4NG`vlP%C2^wqOivUbEkdOA1Bn$QsTYQ))h>OeaS%=71XW@F?J(f-K{>X- zdJieyHFo{zko81J-{sXt5b@m{hoiwUhO>WBu*?rUY1%c|7_geAn`DE~%1U$luCQ@2 zJz(9MvMhE|7jW+1^t~r3bQ_f^)YY0DChHBc57b%1$(JHvn)oOABKIHi#SG!~iJP~4 z7u_}9g8e$@rn_;wt$E6N4LKGr=glKd>V40pobQdQKcIM0%uI66DfSzNsC1qIl{Xg-3r?Uk7YDtv}w5sZ$W6CuGic z|I)LWgCgXpE~3@M&heste$-V|e>?2no96C`#$U5$`XvbT;+b-VEB_ZCAN{}%AY#oK zD{&M9>WlUF?Hx=K(Yu~jLkF*X>myWFL4vlPI#qXGTE4F?BWf3pcWI>QTU*E!Sr0GF zOTq-|Z8B-Y`tsi^8$U4tszoqU;wue4loC~U&^qpGk+}yu8q?u;S1LWuF$u)C_778v zZx)GK3<_?Ajq0XA*a#2bov2|7txR=ZiH)}cEcb>!PBtqog>{h@gO?#(jpeVt6&aI^ zQh0N45GBEwN~#<$GQIxRjEKH>mn?#5C&le(R1?EHFuI~@m1B0BO3byyP1kVyQQXc@ zLH}2hIn1cg>ZMVA%Zr$m^B|U)8r{I2+J8tKS6Q_89P(Kp_|3Ih6c!k_Tt?|EYwK-n zfB&|>@>G!Wxb1j&?Ath1Hamssgy3+j3wFAFjMnqEbYB+XM`EA7k!;zjOBo)@?2|DTybJS{&nFfQ%t@v<^ocsP$@)KYbx3!L6K7 zW>N43!#~uY(HM8>jF^Uhz3|eD=g^6}42vZGi-Ppue%JF4Qtt@X94QF-*7OCRG0j&oF; z&Jzo5>)y41sTXS_dcsC zeglSB!%4Oc&w;q9a4r0~>c4Dge|FS)hI6aTqda+D;TR;9qnNT*Q2z5(2qAEeb4jRM ziK(`oO9g7}VdG%O^&x*nvHd6NH^9@`YQqj>LgXFZ`s9E($lmvLF+V4@`M>LlzDrBU zO^@H5m9ae8t$w)y)!Jpa3Ata3E3}ylVGk0;XK(y2g#GB8Kou?dbAg_eS^GklQo_9} zUDK<{^S&g1tlG&oEZ8Tn~@xBKtzb>aP-G`G+Ks=FWVq(f{q|qg! z54z{`5uMT9yKwH7_w-MaN30v0@xuTS8ZlSyFfzV?;NW1jG7w}De9N;{);1=00jpIN zut|}-FAvjhwk98~q`L2X6SSThXz|BH-uN7{EcZ35qgn$c#>wN6><$Ce z$T!w;x_{Bb`R6H7!3{Q|cMBAepGI%peLkn8D3rhHyPr=zF2lh_~4&kV+O<2Y>7Ce(?g8ehfH)DFOzAxYN!|f`>$!Z+2;ERCiC$I*7K-0XdRA zFMlM)-ntbH`IG2>Z)vxDKG|*I4We7^Mk9VHl*mgF3u+J&hu_Y*VTmC(e zg^V^3dA$8y;Z48`&G7-L=^pmAtWnFg&1k*5P|Q&N9K@O;i{s`CDu=Q@gid$&`ebar zMZ)6)dwS6^4@I5$pWmjs=lx2;k(renO*rWc-cVCbR7MfkpB;XE>ar#phf3+f1U$E5 zGTDx;Gn@|fGgBmcZR2trucTi;`eiVNuj>8S!eYmuQ9Wz(yYn3LyMkg14GFYN(84bZ z2~d9FMm(yy^R2sZ?!8)5X+!#FoXgXw`#qcDQLkS8+9Xsqq~uEXlvw)yZX$06X4^_k zoPz?|$!bsfHa6Y?RTb%>sRwnsKkelCrt&rjlV_{sL+_+z>j?hj1R#i{wzowTj9IP( zrMK2*;6^TOjPBpMKEG@W2Cmh5Z$Wa?1^QA%+ykL=25b88Kpg_fk(9Sf(}u2$)2DlY zH=ISN_{aye*K%itK~@y@ScL|~Y_+Yy3lO>mSjKb^RL^sSN_@9R2e z>j_w(J(9vf0JZEhp)h&>Kea>I1aI8l#K^ zui(d9iBr|pP(ADU7z+qG!X`!uH=IhwTd%=)b`CZgitGGJzcxYYQ&|jWEAwzukf!n* z#f$8<&m-9mJ=z^U9YcV(q5ch9mVy?FO1HVkdNNox88PfkF&?PvVj?51g7TywAn{7g z0RKniS2n@xtm<`HZK^<(+TSgaOTJW(;lBLj=YenEm244EBcmiY*qSKEK8Qj=?>vk| z5n>Hz^IiTq#yVc8BUj>g4~dbuX^FK&ITn;Cd6#{*UK#LDiW?Ej&;}5)r#8sAh;58tY5n3y1sYR1>lo3_hi zus-|S!!RD5QOA3`464EuSjqiNPmk&spb4nN5-Ge%`5YlZ0DN~k+kyyVozkYJUb`Lk z3DtjZiQy%LifujrsP`aoYiarkHH`#N2qNm{uEM1r5d=~CsAS0I_FiD0te@h1Oa>>@ z4Ly_)8=%OnbU(2%Bf@Glsj40OCWA%}5))P^lHM6QK~#dYHe{(U1H+7I!+e_lgAv5- z(V-3VR{n{(PCEKgukOnORNVg zgX|}%SEZ>o#FwwZPEXttNN$7KIJe|dc>r4|8erQDy%)2pS@}<$C#)2LqF2)XXbd>ve5}2(ECdbHU}4 zte}oYcz{SAMEkh_Q+_9CM-A15A}Xd3oZAmMrsc4SD%I**z0(l)RS)=b_dleW#!ms) z#_82pp4tMV@hGz{;!2jnE*A}>c6J96tB7B&r8@ z&)YRg7yd|JXzvIqHzk-&S6O#=V;U^2A)qp^FX0QdlN%EFyI4OoF0b9)2?P!TV&0~% zf>xOh5zW@G%<=8)`sDtui#9+FjtJCtp-gEgo|!T5P*qb?`_3aUyVMiUl>~s(rXp6adP71N;Y`%WE-(-PFLI7#!+ja6wY~dX6VQb9X2!3)fJl%5a0J#bS3e1 z6nQ&9Yvx&?ZN`bbcP&?EUbV$A zvpVjxSG4g9(}J&>->_eR+mAXzYA2a9}w>akO`tVx11weZ}X;Bh|$Kk*wA9yV08~d zgwLfH>^i7G`oJa#5K|`He)JmSg_hwt5Fi(h)B+n2WahjZkgZu#yYVRq0c6}Lej8<%Vedx*lTtZGKu&e}gzDoJXkc}yjhMyj$m)LV`8 zEDLKzx&j~TqqQH&xctniG@|F!9C+npvu!nU(qF@kQA4 z?e}H6t-`CcWE{HGb*JPXrH&S8vL~KS1~`#zu%xJM%^AU0U8tYw1)jFzliJdcH4yR1 z>%qkS(9V5NFZ~wf%rzq=pmT-!!s6-Kh+T_RULp4XGKzw)`{7#Qi!7*zWAT zB^AfQBl|z-)HJnan0D_GyqpfFkrGas8rW&4$aVWzuOnOjl~LI4qTy-z46L6l0Khdd zQfzk~qhLNguiF8YMmlf>5-?mK#*_vry_jo!%EU7n^xKj*XG)w?Vz+#fV9MURu5+(@ zRvrn-32lpSR}6oCIRm0sD}My}D-t72*3cSH7cp^O$wh_&qrm6gU0oRH9maysXisK0 zT|~+8))!k8ys5el@2Dpu44$DKz(FcUq3)E?0=1{WOURC<P%|my0BgUyJnWhCqJj$gWI;gB$hw zVd%l*FCVlz%Gs1JR++dHE1<-5F z0Gj_*53(4B8)s#$l6`A=w&1eJCp0v^50L5OoEU=j$_W?T@4BUUU!VQ1i#ciwpu-C; zS!g@Q_FsL_SY80RK}BC~{!J2TaC?_NAfDw&>OAYQL9@d-1ImR5&3LP{_>Z~04DZ%p zFj5lZS|PHIcAWzJ%NVxx^OCFP6#kE|9Ix^0A=s+{N+{VB4yAGpILg7|)GTC$24p z`f+c^O0jj{Cj22uOw!w!*iZglR-NHgqDarQ&|4Q7QA7iLlpaF&+ey@uC@3gmi5@^u znt6$t-#s?`U?~GZjiZQ5HsrvH! zhd8=OP?td38ED=Y8n~0O2A&15h4cKgbEn*m%zLEd#VTLu%%F&k8x^)>Ay~fwLhGhAcIiD~l zwd%%Tdv_;g#-eaSwBhjTMojsw#qRCH_4K#C?GJJ|oBj~F<@Rh}5S!IP({!Ag+-ZpE z_iW(qlyP(=r=QxHi6J8C26u7^L%x-41wLic3c2$*goOP@(tY)=^-GnNE3ds-1_?&Y z&W~shznfA&6n;VN8%&_4n-Ttjm+kwjz((&QW2uq5cb}&(LsT##uzZ(k zY00Sfn_av;Cj&)1MMridJa>eFfx+t&=d_KDJiVK#%KX}Q=)G!WZ7D#5< zom!BK=tAb|zuPuD&dL>1aasB-NDjR_jE+}Uopd{KkXy`SKg2-(Lb1DBn(T++2WhC* zh|P=C>)LR!wqpY$;i314gT+WyGj4dan!X?} z-A6n;m*k&iv{5DR-?vts&7a*pImNSmiWnxH#=_)Ll*(DShmNc<6$vd{)Y$~OS|?4F zJy;uQz^;~<$H6aI=su*q92~%l2ybrVCq>|NcYa~eO&@c#+75B^E)~7^Fq~_K$xyE) zG5eK1Sno{|;yOBSXJ&S!vM#ikf|D$XPI1khk{UIOPS`6+)H8~)B-&A!AkRbHw>S6>5VBxFOPl4$(Yu7VcID=zCQ86NgP%*RIiy|a)^_%a$K;UWa_{%FAd0 z43vR$T;yH%yVh!CW-d+J+;QQeR!)xCLDqGRM8Uvx z^(tF+pxl%%7 zqaVK6}t*`?t=yZ!fqi|wPsMyNU1|iptbwptEH*3$Q)N7ud;pP``p@t}O zym<>E6Qc9Fy=T?@WlM8kLv5)b;4JoLZ3_|uL8lFh{MH$2au1=#`b%5Mm z`{Z;g0arMgxnr2ZF?hU>VA5^3hU)dIKCn2XTw-jImdWQfz{;fM8(DM@w>1qlI!zKN z%k5b7+lB5}%lr7a$Cx1X9JGbdp#A%n-Z$7gH#@)G5c=|NW4_eSeOo}!M zl9H{8(%GLnCZNV06`Wq=#=2okY5CU?aZqa^=gt zmy7;(GBetw0*j|42hxE8`#%RWVWdL=ZRrzL(>9`T9elU62FBe-EZu{j#jYxaxRh>U z73#vy6RoZUmhL{>ER4xOJH#qY9MP=04)&^MwS5Xb7MX#ogzf^oT{iVVaFE4JY@)oX zqjh<>s-b0m?o+AQk`bR(Gas>8+dxhbokq%j;Xc3oxK{*jUlYT{c4Xk>R}U`J4niw7 zU#m;Q)P3|N3c{9$Y?kuvLX@&yZ9Gr~2GQ$Do`5%>+P~bPas;-YIr`Dh^R_xCzZ7t5 z(POil_ll-I%Ctq<^++@JyEjF2AmuuMdV|m#S=fnr%?#B9@{Qteh z|1mqk=HK+5o>r!SE>Fn$*{v6Zd<0piiRcVRw+f1~b6FC1czyHt?_E0<%mtH!U5mW{ z#7|Bm7y0EnJ_3G7)c;Yn5^bt8k~{Y`pq) zFtlol{m2Gj^doreJ-DbeL&>uQb1C=o~$zj>&DT zdOEa~&i?2N-Q5#er_G+(h?*)^Tb{EMdK}D^$o2Fxe({yUe5LLK+_WPTv6-p{X(7@C zy11*VQdn2Lzk9J0yn0p)m98P|>RdpgViz|*hZhTV#r^K?3s*AEgJep#uVs&{M7pEN zj3-^pkDTCqx6j`3sO2;$U+@jCc1YIe84ANH_N%w13{ zu`}?smCeE3L%*fg$GBuQmPth>AFms#p?=MnP~0E+`Iqp&J}-~bXY`4ylv#s8^$b~w~N`) z_e)p9trB0L%ovGm7fW7xdJy|T7jxDja}h@`GxDZXQ;af478wZlf=<*4TDM3(Jt!|}m)yD^Vp*@*Oty~njv;YVz#ZlkmL z2Nrq#gZ*Zv)OWfUm&GybzfU;mAS}xw)v94o%t2Rczn1H$Im$XGkcFBpH#!h#l-x@* zi{}m2E58UaeA=KjB2Wy>HJd-?T02xUQ8>iTxw+29(|Cd+H*#(U08`%XyEjS=I1VW9dxDKocRQ5CuT(G=`p>#|1C^&Yx<`u$r4e# zEelp^BuA+Fo@2XsfH>(B|0T5P2Zt?~8M2pj{iF@j#4H}f?)@iJBEEKb>wDYpP+w*D z9G?H2Km>KTEHWoqMfWBOu=gP^>0a-7`9(3IE-7?Qz11f_hQONycCTREu*U}-gRr%G zuur2L$kg8s9`Sra zB{6B$wy8dbw@Jl7cpPY3@tFK-O~+R0r~CZ3z0rnWjbbh%>tavH_l!^P4J$Y;C$1)X>_PB)Jea9PsIB|H5=x22sfLezdA~;999%%0&Z@5 z6j+~Uz@bm2D~Kgkiy%WNB5~tT3^^;ZeBdkAE{}SE&O+U+JIs*OPM)&^+bq`xYVE@= z-yiPRrSt4+$E7i8ulo9YlLeqza%DiYmxZcBbG0UiiCt=ZdU8BY*9hY6ui2UV(jW1x zto#ZZGU)hBqAfipUnRZOyT*oPS=RtNh^scVx}1s{Kd#$K)O*MkLUGX>9&T(zgX}K` zUMrI5>JjDY1%+66V3&}F!BL*qVfWN#NzkK)?UU1i@VkN$_Vq;>`Z?9DIHH+z_f)ta5`-Hqa!D<{!?|CpuL8p8Xr_~%D*p?Cu?D0s}s z>>u|MF)+iazTvB;?uVP1%Vr(B!-`37cyd1E6qjI?dKg`XyA+bv9#2`u=-AXSF~74& z1|~r~;`Riohv4FRDAtEH2lPS1dE=G-k@CMUoWKTWc#2P2_d?>*EHRR49{tW5@Q9*N zl@N7i@@QIK1O{?x7#WSVDM1+;+ovxa>LOFfo<*hF$N+ zIHUpWsuKO!c5p?niLwr$p$*pQ{p@6J%^od`sv$rxp$ANgAf0DP=V~AJvAVI!-l5X%;ih*z z*b5t0C8}U?ze`TWOIMys8s7OJG_?1OIUK!bGiSPps~DDGj(>P;eAMCVc8sp%POQ&^ z_*OWmp9eSLIiSo|n9dP{M3Y2S!<>#V&N}wyiuX$vRI-W_$BI{mBP>TxkKN}k^nKCz zKVg%SO5%zfxqG}lZKIr&KzDtevbt~C(cU%Ph&s?=fy?VQPPD0=s&iBDkqYaxinTPi^h;c9A>vG^_ZCh4R&l4rsdmmQS9Psl zea2X%UnG^DuB34DKkYS_7@kz8T(Zb}=!q!_yd#Hoh}!|;JJOUzLj6|p(Sjepp7WAT z<)}uS-fHbH=jkk24dSL!f=IH2D{v-M@;a%TbMn^%R%7eCA~zBzHT^3G`?*Sfwi?L0#^^Y}eHuP3|OVb?vwYnyD`f*mq=R@20mfmxFBL1Jc} z$rhA+Vdr&#Y(nAiAj39k?NAG~@BMN8uBYv|T?s6r!xxmP;)1#G{lw2FAfn!i#T&~+ zaOQn0;siL~4q~jL7HewrBICAL^YBx!{I0HU#2F5aLbJUg%AWguWx8H$E!O0U_0c6m z`4|#vIeoMOo^-Bkh>}_`Dt=ZZvq|5iCrJnO!=ubYdPb*MF;|{0bJ!Ak60~|t!dt05 zM=QKS-WOBMntJqnNwUSd-k|=b6Te%#d*tBpiH<;S<}pvIFWOzDL;a^Wlmz7sCQhv0CU^e`+_g*)NYqxK4|t@~ zD9iYk&)BdTXoy>Qp569kQf5FEzMk% zwmGxh0F#G}HcR_f-)Jgz84*aZp3|s$&2wt6(}ndmG2Dcbz=^_(Td(4E@tZw;yTPX< zS#nB-?@K^j4)g7%JNy(HPHcL@hnX)A=hFrNdQSFkOCVJC1Da@ek1KK-eS=6s{LF_F z_u0eLGoZ`J`58s&-j`Kjcq;C+Q(yu+qxVhtXw0gynFy51P)AJ)-#5NM(;zh-<~sh}D1PPOa!wZ33lV3~KG(}<=91XgJ=kDBjP{R%ws!U{ zDpXkh?crgvpPu&UY&k|X0+Z6G9f>UDBgA=8;0|)o-1TvFX_r9ocqR;DxWI&GYqsVB zdr?A4ag5A;;)Cl!J84;5Pe6>fzNGa)P)1`TvrDCX_F4pmU4#1eB<+=S5|h;kXUARQ zfyG>c&YwK?y|)a4*ImY;V%6FPPRn8KUaqs=H&-!Wi{m(Ylqe9|8Q1D%qIC?Wj)*|8 z6w5qaD9-?}Z!`)Ss)2VpupD$^Te|>%etB#N_njZ0HQU;;USADUKs<-s!e;g7dC#xH z@4}3lo{-MrY@F^b(cHMc7A2*hba~#o@$Sm0!C*b-3=X}ym`n3I+}k#rjV;4c78Jxc zLbM981bkhixR6~;+5-4TPea^wHcgta!<*V5R2kL7yeIDMs^9SS`FVnyCvf!?&VQ%m zlgLRJEBm88c4U&Bb*1Lt{RlO|zNl*Z5TfwRm9Ap<^-_(2=3Z-Lm^0QGX^+2?ztOK` zVTbc}MWurUSLqGL{uoU{XoyibVs1a&C6jtqaN4RI@wVGst^u0h@|CKIaA}-AA-qe* z?$6Nj|14@$w7bwY^5oiwD=53K1P8lJAu+C`Mx`&unKyf7BAD8cCgww-J8p^nxJ{5cqVFrTfD4+_iIysUYE)tC=x=v^(+7 z24EkpQvn|bq#0O@>|~K?I7UkbhBusjrINb{(o3;W5AqX!zJS6VNM|{kg1VHk(t7zm zwpW{UJ{oK43}>jwFoevwGbx1L<0k*$qGL!)<-7wL$IbrFeQQ)SP$96iaTQ6G6=D6O z&bjDS11~0R)ANcEWR16ePRE~kMssfVWK+ylU%#CiVcfM{z*kaJcsnJ{7o9sy{OqPh zZ-`h>e9z;lM0LtdW0!cbJN)&s0(+*c*1Y!|wmGv<+EG1o!HAnnx5seIS$6ofLc&47 zJEhj&EU+_t?}%hO&x09cB}UcXNzvr$990`hstg5CE?6=QQElF_cQsVr&(a_6+VJ{) z*Hc2QGVVn;Xq)Ti!d!%21@s_VGJ-TDj9T+Y6F~_0LZx5VUeT%bN?KbATLZ+4;xI)~$eDnC2-Qes6i@qyik9W%T)Im@zn$pc^#5wPE zU`=Cqp+R@>3Hx%G1ckQAWvgos?5UaAw5mY>)3}w$0$*J*gKg;C+i|=lAvo0a7k|db zGLQa8OQDW3cR~&jv98V-9S}IlxE2&=P8jfhhSQ+>UtN`RU`_}OX#2t3vFk*BvGL~k zvcTu7J!-72>UI1Uu@O@b3UUv`yN`i^E+L}dms%Bse({^_-#XEUjSg+n&Ub0~W}MMB zRC9j_;Bv&39gOVKJvUjVkzFJW7?#Vh9MGOA&;8!}l6Mw!u&0x=Hh9D&B$arp%KG=0WLPQs{#iR%(MUQL^4Vih}V@@0jVKm3`_gZY8-8_`QZCx(iw zTgq*;HIPvBhrjP6=W1_|oZaUhFdpZLS(FbCkdr~gRBJN?7?MhHYxft~iE^|E>JbqTwV9Kd8I7{J_i45)FN=OSvuv-Xx^dSaI?~oIZQROFgDt~J zS^DC|>~^vJpK}OXUYWMmH%uN~mKjhci(Pc4=ovvJiBoI3KCR{wiAI3hLF-^EW!1%N zye7f>8&eEfzV-OgMvPGEz){^+$7eE3#zT%r;t3~fS}6iIynNASLOSBjc$=jTauEw( zyxT0tU>$IBOS8jg!&Fg$&WB>P z)glP4NZ}l^x5B}+hP1>D-r^(Vk-*7!URj~){0-ZcMOVde7jVtWteQaGVIoM9YW*XyheVC?1b66O& z+FZ2utEwdm150VIiR`88+m=rl8S8@R#afwj0X$eqiFS-I?RWXB3O0B%6mL{O0+fsdrbI7pi&yS>^tPX)xUM{HseeXKmi#_o zmBKMjt*QvmmUaN0#kA^2R^z@icQ5~BwEduq9Fh=ylg}yPQpL$i{sg*Q~y}#s2z} z=%P6%?`1OMQH7Vg7(Q$$WdU01`$xLy=swM|hTz1lz)dL(MBD_2kpdHx9d<%nORZi9 zHa`b3Yb>H&1(%oc-~iTxiPo39Uig2XfpUcVRr^Xc;|3%dOFbG8>x&>zr#SPcZn z`}%ncFK$fRrIjeQw2ae%E{$1NQ@GG?z4$AGmO0lUhltsf%YDsX0a~S(FvNrb!L^%0 zJuhrS08onm4j3?VApv)7tCqPZ=|(g(uc}Zp{_p}gPPzd}q}vupONAvQ9j!!NLnYz3 zjVI!B_!E>qf-XBV2(2c;eMk#*qIF-_??eU{JDLt4p}Wm`cK&~A-~P`t*01R+Ex`64 z=LTVPqsblV0^_%$A?$p7V*g~T6({uqdca=%qy1}0K+k=9cMoqeXs#ZL3myW&SCZe* z&;>mWz~k$c90{^I?ZR;ZQFb8Cb>fWX^?dt}KhK>1Q*<_E%1X%*;ygR*`L+K+&2Iu+ z61bbaLMF}2qvrZ+&tHR^szz4=z!ny8BGSFhZ`F7@>hOOq=1-03&-7nw&R@AA{tUbL z+y_-bJ`$}s@!tyvNhIEu1Cwl_4F*7#78>!^w*6}y`d>TWZhlQ3;xFX7{`Hl=KE?d6 zSC}~fw4GR?UhMl%_w`RdBkFqnyhX3WA{p+#5eI-$?tRUe>ohU zGE&r~=ctvu1b?5O|F0Khm`=}aRk8634Y(7L;2{>wqd2)i9r z$D_RW|Lve6-wrCW*$Ul%IjDZJU{DEb-P9lbzuv=t%!_j$@Dt8`$`1Z@#{K_Hhrcgz zLy$r!Q-GmY&zAgOPKGNf@Dr}2w4wi3-}lFK{-4Fe{S7~oZp^PppGfh)97eC(hk@7E z06OY{!KtyodRjRJm{hifkeOA2i6#jfJ<(mGs*hPPI^9N*TcLFAYx3_znparfbUl* zAxXCex+8<~sHAg8(Y3(aD+^VxyuI5aSPbxf=*B}K@_!te^k}KgX z`YQ8)+)?%NnwDF8N^|;P()s)&|EpmpObc60@7TMf`b-PHJ~+^CYZ%N-)X$LUM}n5 zd^wpd5vOb4H8QXYOdQwPx@9S>KeIIg-UF}j#a4M;szMtL^b}E-?9oQ&O~->yh60Xm zO)PC@6T7!yRt~cKl%}3c0mz2w%gs7X58+JgmAtuRWn62F*LP#B0oehVPP)|2F@;|F z-7iIxMV#IptV-Sp;}*eiG zyoLkB)VdrxWkSXL_E~zwuTCp0hND40-{Td9v3l1kcefJPkq(iB!t_fnc#Hy+bopc& z?v2+?ozZU*IC&Q1)oY8D**+UI+c;4+Q8_KgRyE{(non#)gi->ES-@7n}}Kwd7icQ>zq2af^t6|9 zJY;eE{S)L{wwDsPT*fRoYZsaVJ%W4Lq6GB5#O7=xjtb5 zL9NE*@J6ptNznv_GK$KM=Nb!aJD~E|_WY4&a3s)h)IJqeSZVx$UZ!C1d~N(hQRkrl zkwboA)kXo757kW1H|&Je%lN%%xFTE=$vy1?h|S`e!9UgE&nZRk=p?O9)Pmf&a(0}Y zK5jWnyIN|Ti3mNHUzL_rxD28j@dB=t9sE3P2Vi$;K?l7;PsoUqiWBd{;CPPe)p34oT(pb_G+T-@mG$s znqjTpP$XYR*McpyxSp)mT^WA-kW|{yUEAI9S z{*j1%^Tff;8{;W=QiBueuW9HN9BI}$b4mrD<8L2;UpbM!wW3gzk0@Bu*9&dUiH551 zbT_lMLRVAb4I`0^5RL7`I`Wx$8*G@H-#U3@p9?nZ1mj)KtFa{G_&HIDQLpK23?%=5 zoW1!w)c^Z8+=>+Byl^=*4Wye;KX7XBIBp?ffya(RfX}#7puGt0sKs#>mXH}iM ze9OteBoo`n{E=B4%f3p0WYWD}ks`9ijX7$$u0HAa|>LtSLRExFJQ!8%`6?VRek}aP2Q897B>Z$mtqOk3M z=;hv|mDmU^^Y`wt+oqydghgW1@^T6k##?I6qZd#^JHFk@_;1~$PnwAPwTP}F@_4X@ zN1YIS<*B&41$+<{b?U-mPKKCWySBNkrm-ZeaPQN})^|s5EXkTlXXG$SeeC`eutLY> zR7%$Ewg%2tKh{Qh{krWBg6u7Bkq*moE>*YCUt)hvb#nY5Q`+R8zc5H&T^u&qD%rFa znEN8P8%Yd(@LPk_=9H4PQ60@#qg&IeHV6DA^S<7wheDOhM*=F38e6viu^XtCb=SHQ zTlKRi)8X19iG;)cq_e1x`%0)3Fl0Vbm!$3z$vWllEm|r*isq)hvCo(tdQN< zW)Pz=@~XBP(T}>(qMyRLaf?29Gr)E&nD+8fh+lqQO|cJg%{((uYIvcPjo=FJT27&T zG~SO79H_Q!7m(~49o?myKt;MV0MwEG#e z5kBjI+>s5F7nQ0vl^Qd7LKn5l00&xY6odV9URC&J^W2K;;=r~lCHyj`+kS_m-NyoL zyBgS{nZ9lms-IH5L2lPj30*95MNh`*Q-(4i>a+b{tSGsiE(Og3A_Z>kX~rXA#IwW7 z&dY9X#kBd)GGy9}xeOk^iKiWyeL{Rd#M>5)x>?~F=OOxNY@G;JkT+L0-xNeI^iZn1 zS�whe=f94@&Y=by>TteLY`YLE@)VP}E%Rkyw*U zv+ZK8X63TEmHN<&A<*{Ng8_HG-BK)wu|X9>|EXLoGtW^2ziL@bVvRC}zSfdWoBd6| z?-laUozdJDLpdWKc5>>~H)FX;ZeY11reqM3G={zjNIN3GHsy}Rbw~gFR`yn>O#RoY{)dtJj7@D0Jg21ih^LA7C3*>*Uv`j8*S0? z{#)YgxIK}8JoM@E7z9?gMsK&?aHzM>_i*+0MWiK0AlNy5oeV*(_a-Oy0Gp;Jd8KM6 zI7b;zbTTPFyVuQ%$YX9Lrh(rq`;OPG@#Pp-_CgJN^_xDkFfM>MlL|yNMC^=4g2}55 zC3ef|iaHh|@>R?>%%sDao73|%9I|-u)%ay1f6!J=h6G9Wd~M@VHCU(l z*{IMR$1(6p(vJsr!B=!L&W~HLAY}$?h&SD`%{o5bC2u>}NPYXj`}L+c6fUd|#-rK# zV{J|Fpv25yQ}Std>JMb{G>#s2XnBE4-z)$7O#4a7H6coly0$L$J=YO)Y|G5k*@U{Q z9nJ0fNi}k4CJ&_Kt(33)d*sb3+mNQ4cs`p!`TQ0oxdX6>Om$gKmcb?0C7437M!fD* zupJ%@_2=HGeKYLb!p}`11{)Ph=f!*9AvT;>g5PtZvfE&dZaHjH-G_F1?*;-ZlI3rT zO^;dLp4@l!xBvNylRM?bhWf_e`0+^WiWCm+`{(>+xfhwrYqtVSyR?(^)9HUIA34hd zuAVc0$fJ---UeT9E2A2(KS(J=nG2NCCY9=HrdBlVR^~I;{0BeD8o*8Zjs3dtecDWX zSC#GzZ<^5`_hU3?(VdBBEr#+&KEQMTEkxd5PVYPiX6yA75#JW|rPPH96^ zi&l$oSCyr;AZ8lSu#>^O@u}g}s`R`3g^TImye0-f|a-_H8rI#xw;$>-4!$qr1F2>hycz zP<_pfGu|IpK7eMtFCa4D6Y95XP&DVt>QRk{`1!e9j*OIT zz#zLQgd2I@qnr6_@LVgJ%WeZiR{4yNyVYZJUvaBRKNFznBmFmKJSl4Hb3z)vt9R4a zdE0$>yMl4X`~E}8tOP*&+_2nhcy6}}p{avU4fX2=pJn%SjoTAXBJ44Js;)@Se>oiP zKNm$m^_o~0<7cZ%4;>42F)lSZu$--)4He5Qcg!?m@TfJ5ac}*XN<3+MbV{? zZv;TkX7)rq#ld^y0`>RZJ>jOfxxz_7$E|Wj@?}k_zSxd?ZeZ5P4*~RT-=WIvfG@*x zflzJXEvzmmqCr7+w6*@dn={8A7dCNAzWVT#^$yvxQIxZ9x{e5%jj zZ=YKA{e(L-y}PLJq|nE}eNc3h`t6X-CHLFMxocVzExe`@$KQJXnC114om#3~#`}4m zuNeXJlWx)H-7E20I=qDgubh%BV{J~62JP01W|f;*3$F8$o}RpSr!RsPK`RM6@dJ>BlNESdtS1iEOt8i|#i6q}Z|@oXM#irT z1Vfrj$6CXyMYQ|!w+4>2*4wS>ZwhZ1O|o}oXYJL!mX+si&zjy{)UAm`*PCPaF5t5R z^F#>~oZ4=ENGZsmuP}PS0-M%RDqCrRpawxcR)iHA;G-#G|j2{vzFi&c^EW^i}){tjQ?d-uq0;=LZ|PMr$i3bQiAl;#!< zXTP;Xr=8eIKI63#Ws(hVAJZXkP~u9!Opn_RM~s8)her8_NpquCS^-icm$&jnHN2Yb zsAqacet)sT?L{^Nn@p~`PITP_J!l+N}`mU(4W{HP2 zoEi@a=6?!}K?SurNkMIhs&wvZEANrAYWm!YQ~`|98LY1{*WSh<+NHaiIBDqRV0ehs zEfo-gFN`8H{j&{aN;+~)2-*Z}(8FJk9ET`fs*CCm2|Q!>&Mfh1_^w5kt8>$MxrG0B z1@RD4o`rf4cfyySK{Em)cq9p4Yc{S7s_hxW8t(E=mo!TB^>}5O81jE^Cu0-x^*H4& z-*XchQ`L)%oLne&gBLSd*F02>#VHkZPzHS)l^zt`ZW26VCp0ynNpCAw4oERxz@#r{ z43t#S;PiW1d+PH|y&?(2SYh)lo1{Q{e!0{ulJb^g<-)M~`l)wV;%;bpm47o*W#z?F zh1362Odf5lAJOe zuL_q0p!Q+CKC-&AiW z)=cT>u-n4MSS8_M@5~vx!zrE>FsS|_lgMs~f~42mU*r3q!hlAWa3WMX zWRC>Yy~VNN9ekwI{*q=0u7kO4Y0(+|fn&5(k zD>%zkUCA!5u^vCajLQgWs39tGiS8$KF^98o4h?wu8%}Nv63>~G3^kwVh=Jx;%;o$T zkejHB(pXlCBk*pW+{&#$et_Ol%c{vWuMyt0n_N&tWDOP5??Qt|9FvTIm9cKC9;JWo70{g@$*#3o@n zbM=ds%eT~6px{C&D=4GU=!7P<+xzw-m$ru=K$9}lG2DhVgFb&Yho^iq2z2gTt}6w&8^n;T+!PkSivwi!C@U_s4!~kk^+!TbUGH^)=`DLAff>mxXp*nQLB_ zE*m)C6jbp8FC5!B()ZX@;EbY{^^=tg3H9ehYk%?Cu(n@u!WBhc61bvL7$T%E*RGRq z5;GlVs^~;W2k__MJN%xd%a_vob}VxuT@sn@j?euTHtnv}CSHf;f9RaKqEmhh@zL&Z zn{4MoRXBla0YOMT|9L4bjw{UP78h!4G{`^gnF~u%H zoV=)uU@SI3=by0@waha)J%T=eJ#5O-w^JBjh63zpL3}aD2H7~FX2(2Rt+RhT(uK0L z+!?>f4LhWj>U=bR7wVZ?*PJD@3<@Ie)nrXKJQJPPd1Eb`ss&s8MQ+!I2D>xtd#-XP zdz`*4-J8Z|@uh10&#ay2nv2K0CFtfYP%*kAn*|w=#o_DUNo|_L>)p4ns_!06gY4$?9%a;nY@O7aj(cj7$=Q{qBVxWp~;U+uM`(@QUpb{RP zWZmv8{S*kHtTM>C`g5R}aw;IAdNvw2+Oo&Ea=VI&jm)WqgwrC}qh4(-#!ag-jtkpP z^{Cv&A>F5LxOzU~+m{OSP&gf8d`M~H7oO(W$)ZFQi19hpf=FKcZfrR( zW{5j1$z5Y&(9nuxEQDGa=Mxx_7na={s_>g{pZK015b?`c7>y+ite+kK-}NE?A`7Zy zn{jGIGSAAsRkDk`Ik=M((DM-ct$c^A*dqf2F(WD!2&1Ujq5uG4mhj;U4uq? ziwYnri5)qVb!}E+kAfI@nSaC>$l>HJgBQd?E|L8j+sJi!RmV^3%63k z^6#aM8&2kM;MI3R9I$ob*sdEDe71=w+4k|XSvFnp!&oY2sc>@&(_NqP>Y%^|FZo4z zX$`gNr$l#sG|zT=6=}RjNdv#yIj(M=^kGDdFr_Gl1(YW#y-g`@{oE784TsMF-!vq< zzS)`LRoIiQzp*j(U0lpkXV+}7iXqJn-TVf8bPYA7w%=XofRiSrW7cx38k&9M$CeZI zDQdR^&HfI!7;fdYIi2rClEYu}eMr-58RzH`UQ8#hJ1{P%A)ue8UZXW1PUc@)=GVc%u_6Zg#|npWoV; zkzC#sX;<5Y$CvsJOVDr3k2U{!M&5j%hiMu`68jSg0BA(p=8I{#t@(J(E9;Z#R7m>( z3&MeZ0Jr`{h;E>@@832b=d^jbp%ZVqjXV#5ZTe5XKc(?7>#N=Z8E=Y`hC}wx?>a7* zc$CsfbMdP5*~uYEBzaYx#!fK77=__lZ5O!eh9WdV0# zrIZ>|U=E;$`?C8UVzMeH(~+e)%4BT0iSGgN{M!M8QP*>A{I*`_WB#73-;{^!^P*0) z8$4g;(=hRm{4LHDn8UfDlp3DJba?S@Y32wwA}K&>-}EhLRoBytMjRN~#`L>;g=^*{ z7a4r1I$5H@6F%{UCj|_=WpMxbc3+`0s9>e(pgo+c|2a`%B z)V#)5)lT=SLP@&=oXyn`5$tMK<6zOP6ykZ`>=)X(B_h4V(Nknhes~*D7LuUFL4l(4 zSHn(SI7unj8as&&(&DxENR+dQ7RK|y$wUe&_^62LGqIPiTDY+*EUJCSOy9~zGp!EC zaC)y>FX!uA&I8gBi!c*iT49h$iVqnhrLpcVh2SO}be@^=YC3DIgS#&eL2wr=&Yx0S zh&|O|lClk4AbS#rh5Z+P@g?}Ef1-(U699^qg>zDZq~5A9Eec;YOX0g0(q+56rIH~u zIa{@GLD1Q+-JHZ)DZ=~hT={#C3(Jjt$ewj`5<#7EM{zsC;puI>br`u&^tyDu#gO}Q zlK$^f9gR?om67VLuCz8MzQ9|kq|lA~h;}+(0z;ZoxL|5Iq$Cupe3xfPSh|b2s!OJK zJB>x&72qaBI4w%%@<{EL)1Rr86^0<;;z zs6UJGKBvazevJ_^ylbewSq-m%|I@usUU%4Ow486#l-jfW&+H&=nHNyJ>1I*I_?V9- z(U%j;u_@nl*q9E`IK7bgWP^10F~J{-N{|mR|@#OoW=Nh zdH1?MdEM9U=foGcouMQrB#3LYL^8;YUN1B z=d^OE0=Pe=Tw22|d)ZA!h$@OC?yAvJ_idJxE|4>nseXrI9CXWmv^BZnBhS&?66`?6{Y?uA; z(a=4|_fvVBeraU$|$6w%a@e9X_ zudd03nf(v_#WC@s0z0PovES6fbdE7VoVPLYg~kUA(fR0Ho+A$sxr`nuh+Cfw3boZr zH(nKJnEDF6fL|na&Fk9@WlT2P$Nmlt1qu)Ckr?)=VBuwxdx?bxShN|ru%DJNEr*E+ z`U7apJzEX$(C}7C2+76Ozi<-|=7SW3Yh_JDVxWsCp7uIX-f@Rx+{v=?3Ls>ZEZ4>k zk)pY~+Hs42+lNx$^cN^MX@I3eOZJ#qA7NcngBMC>l&WIC_tlAuSuFc@cjsm7FAf*w z8spo$+x#CI3&S`4C*EJtKsiXBi299maBhU>^6&eu-L=@ljwPyCqU85j9ned^rwhNC zz-17?gh9=c-sUNUF;XOivFb6(i5d;KV*z+Og`;)K3CiWRHmKdFjQdkogPZbPUXKGG zMnm(|`}m-5@K*#hO4#2rVI=VIY}=M5HN-l_JpS~B>-r9X&1DZ4T%{=^c_dh@83sTo z%$gxNXVr~s0oDKXvdgk1dX8$3ZtOJ%3p61aJd9RFIoPAYFEhEZ1&Y(FT`{YgNb6)1 z%-~WA3Jp{WbYFRyRA!7b$^`nQckQPlTisVb$^2n+#b4%pzpU5+LJR!n$}7eSIaTByKGyITv}48G@BWi^twfp0F%l|vX!&BLEWj<;}PZlxWdi4xOL7-mlI^Y z{~$R27?B4r4pHWRlswJJC2!q8(4CuTS_vzB+;E=b@L?852m4^fGw1=2&}r>r zHP}ZYe2XLH{x49T9Do0Cy(%b znIJ<(8KY=!HRM)q;r^OTAAhN+zx-9Q7VhW3eg(cZgj+ws;eFk<%%OA^+dU_5RC@;V~iVwnO%cTjX_#AMT%BNWx1^%-W@LLAeMAam!CV1go z85b+tJ9>mQ5k<2@OS^E2%ku-!PiU&C6=rv>KfE>iJ1(vZCS!D@M7qms)#hkBCU7B< z73u%k{2ec9#yIdgpY23VOf?+~rGK?2x^hWLekr+MPl!u~diF=Z-|R@0mrk`$w(y?) z8?Nj{-DtxZBcf|~x17y2YPEY9rSvlv^W%mImb^A~ z6TE>xr8p|EEP|vg-bDcV#RRV*R3}YjF#4=gOqmK%mXk!VNpJe=Pl8xtPESF>;(}7{ zvHTm{F29cuQs{nLxVy!7-(oVR(##asfXFSe8e(CVa2gn(ezVNv~ zb+W{V=u2wch+$Q*1w_#X0i`4;>4SCSnx)V$9Ot~H*={6^8%(k^cy`8Bo! z)|FWz%-u?jDozDy*}VPc+tQ~1a_IEBTwa;Kco8Eeb--~T*g!Crk1{Y`aw&}_F~Vef zPz{a_(yp286sKHgWraO%mH&25@K(z;M<8lgl=_PY{_(T^#NayC6BpCm%1kRfS$u*g z8Yb8)CuO~hAU{?!llGa^J?B#r6_@KTp0j++o971XW+KxsVJ9yQjJ|>Smxy@1a`6#+ z_w|5SzG=>%cb)V_R)lcCXnQb(%cWP8%j@Cv$GSNAmcuO1ebv8#4IG<$I`3nX7j+O{sx=W$@2*1v1bX&} zl$Tq4{>evD?n1899jWnsJbu;$%=%qc3+g?4-&tvysAAsZW9jUc&c*MgWPgT*$Ns0v zkZ9{vNwa_z1G~!Wn?m=~7S%ggEm*2~zuogGOM6)+yzUfYNYJ@M={%9{ysMjHxsDLq zEt}-R!*?@`5ycMqbNZ1Z1&oUYyaDjd*ep(#(1n*7`VQz9r>wQw5{)gL4Z3r))x%_L zRfMv-!o_Eq%H87`UQ2NoSCq7BEJ|}P+(xKHYLWj_ei!D`A7fcNWk*Oj?8Z+{4ov5z z?6>#TssT#0$edSN4zCRr(4Jy<`u|-oX1|tK#^%DB7^*pbY`Y~)Yd?IMd)R;S zyF~hjr@rfL|GO@;Ke-x>!5GmBb90{LFaKUtTw8#dmm`V{RsbA=mCNv=uBy!v3oDVp zLb~g6$@>DS#Q{mX*>vwemv-|VtABbEhh83-eFO%R^a%!R&$XMZhFzzU-`X#ave09lD`HYW792kN{TR1x0FW6}hiPy!(%ZZXO%y5u*bLOtYdkuE&r$$hdC zc`b%@^g1PToLPoXGW4W%w}04F)lcy(@EK2ar9$j2V--csn^&0Vti{$bluRY^HMo)V z(${T?q&dmu9p2_en~x3r3ZB?J8TsYME+@+(Yd5KnswNk+cZv;o^Gv#IuSi!0egE`! zv?)aa8PfswAMNH&J7HQ9eU}RF*1mgn712jGF%*}2j$QJxiB)uH0FI5%n}8; zOL-qsowy_<4hQsnrzQI+@XeCJ+kVWw8+LM3NHz55&ma|Gw11l)5^xW1lKWao=wKKJ z%mF8TVk?oethGQ-tuk; zo*X(mP-Rg(>k#Nq9UEp&E6B;KfYQ)?O5kcH#xR+;-TFejBDL<*slkg^7P&2I)o;54 z65NN2sg~?omEP)7n;uiCPTt?OLm_lc_u>g@883IJ`Ape8Wt+dx>yL>)cNqI(Ww~Br z)zFl0k!rldwst}7L)51)>-bIx^5x0A#kWsa1q1uSP0%NcBM#HBDpcrFLfN-5MI{Ul z9X9I;HH6^zen}Ec18f;R;1VP@Q7LuJRMIDo!>$uSO3fxOV2vPFVfZN6wB0%Mv5VC# z1z{Im{6jTYa+j*5A{;Sja9Wh`(6TaY>+G=q#9()+i@_W2C9pTKTsKRCf^C%f&M$pl zQ{FH+5fs?}vFiH=$>8AOlM!*ORq^*!&06(i2kwQ`9HDdeB=QL~E?y zu+n3!E?bdvNf;rtpMjMT8Z|N4b|#}h%6;9eNnfdY_eXVe zhz8wGt(6bC!U`jk)G9igIr?&G;?8H|va8Hd3uXz9@lU%pgV01qqi>XuhRIG!?wD;4=$ZuO07t1~q}e6Rgm)^qJcU?cSHQ#F13bP~@SBb0 zd3fon-Q;(@oeH|)gCDNG@vFJjK652J4H6HnP}@FzgsYL^G%--smE#XyeAmJj#WtUB zi%*kvPp7Zn*wYklTly>`(KY{M(4W^AIH%N5lllQr(4@-r2vNK~7X_+XiZAeM8Bc&! z@8<%J@XK2e%CqHY0;Xo6yc1xQAfBcR6RmsY9zO2j(uw1FH?7+uPL%auw!8F_gIDf| z?1Z&kN^9iLukWmytT%+43vFgRfRA2fanq-WQ+rI02{e!LtCMW91FxiA(l#5ZJ!c62 z++*#InSVHx+U%Pv{lpMa1^1umNmHV+ehHXQ2=bxg zLw=oMh-;JABR2kl%N2fIOB>k{(~Vg*Jy1k>P=p#lj=KRK;_SyCAP?Q8j^gL0jkjAH z`^JqB_bh;i+-)pLmJQHY@*lQRh}*AVuG^{BX35a@;9+|mTWj>)?JiNs9*o{|6S1A^Y?m7rJP$&9^U?3YPP%(-R^4fg-QeOZdtDn*kSM0W;L>>i}-8z|< zgS}W!RG*C2t-QNiZ=SZOEal&^`>xcd;0pGVoswP}J+(7;u3QU|3x-O>?F!l=bn+Z0DVTRh~k+m9Z6y1Q90M zZrR9*Z|l}^Qh~EUaDEHh2}}59bBjLL)~dCg$51yU3DIxaSHMaD%!P2*2jpS_xeEm` zF6R5qZJs79%a}yCFIA>(NEBkUb7pev7&w6N3iG73nfS|Fu9x>MQ344x6c=Xcv$71r zXl=5!Qp!CKUjC(^%~#5gJIcA{tJJtByxxukF|CF(E^NE6`xs(g>&i@(Ywh>PMaqGr z$`Y~<^X-l7k-^N2MYFfw9{ZKS-Pi5{9<61&xlH@thi1F6PWqTqqaUiXq;-p=GLm-K z&An2+?KXX9v}P4uP@u+b%UKNr<{85%hh2XIKR4Q>Zn+h`%OIFnsPJV#E~XdU#1v7zR9h9MKh1P&ZzspWKQus2V*WxLB@$& z%v_#XSY$j8XW}EalRSrHsyA(mTFys(WHAw$mg2Ag!U3DurSKyMz5hV~Z1#(%Pw66u$@#p zWVr=hr}OX2JN?k%3C9O8oTWMVBq|=BKeuaj?ANthDR~UHcbDHoI&`=(ONmaixd=8w z5yzp!VYT+Z!Vj}l4sagQ40^HJaPL8U%6~N0K_W~ooaVi|wg&%~QZ}FtudZ{{|NDO_ z!a8?^1qu|2>;XcNn*XPYE9^iJ(^l*1=!?Ur^Z#SBz!N0o^B4A8L|eKvVZ*42=l@T8 zW_^t#MfDsyf?eb%ZxCRjQd*Bo=KW0k5xCnQcu^l@tpRVDRh}S#E=rC)qA_Jr-vJW1 zo%a1%`>jy`T6-3a1Z-c#AsCP8xmLTEm17Q#TsuGnd`R2`xI45#T3e&CaLLo`_3lHT z{*g1-S4p`c`*^WRI)Dr`LgE7M-)xFHtPU@n=u7B;@Cn1!tAG=kyONVZPe1-mrW1+8J%XDFKwsE%3u>1&Jjk& zd-F4z^bcr#^|c4jej6EwHZ5&qg!a?{XLNP@)D5wQ#D`{=2AQruU~4903Yf}0*&y}a zj1FQJE`Z4C=g;~~ogBz1DjMo*xBfx^u{jcDZ)?~No?O~nAP=G(kI+IiC;sY}w*n07 z_`?vmtSR^%Upx00V+V=<;{}kF`Mza{8Ga`ixI=5bE1sUvKBXVX=&=V#!CjNyq(bW} zH(PUZ^WW&Ct151Ru)DWV5%K4s&1vO#$%`WbB2QwNiC1@5Yf-^!Y*$!Eleb$Irl9m-2T_gdcpwg3It*&}7? z0oTi-U+#}V_e2!k3vXIt)_y`^qtq+IuBv^0vEx#sxIt(d41(}5_{!6{DA z>{;u@c;+MdEOH}`c8}j+zkTQ){M}pWsxw`Hv~Uz__qS*|n+m)u$SS zuzDzOupMg@|CDk#ycQ&ZrRfk5>XRpe-BM|D{IhCi8k(se_HQ;29+$E%E1&%|n3U(G~dyL7n@PX(=v4jN>~zimSoD6Kz7Y$l%l z^=Q5b{4bD(pOnbHl-_}(qM`qS!VeTU;Viw0!TRWNuGw4&oOKkjT&aM_lPKco6sXh|ilVrd_n2gfGwgqhqKpq^$LDjz8wsW={_#9^Ir z;P%`13#D`$Z!s@d6u zXl#xKf9By@iiR)t_f$*m4!Ce(Hpv^+%AI0rNtfG(zCy3_H_7i<2c#Nc&Zv?fs`DR5UJW91Otwz;*z$Cci)oImQdF1oBw_hl!x5|RC-(Q2_v`IRf9*zZ z?Oro-;9q%m;vlvY=H6)c8?!N-JoO^^=9J7UHi&h}t#K-Q>_xKjR*4h3Ka30m{#+vd zz2A%O3Ecnn!EJa|dhzn!)i>;#7Q_P{uBS(&H^~0TIgeAKXRsK!mb6*5chfzXcE|P$ zKGGGAk(uCtn<8sX#A8LZkGSMkTSRg8QGIJ^TM+x8WtZ{k)}Zo$RI5Ttfozt-OL6-& zzs7Iu%U)g)a<+MgYEU7>SgkUtLi$_XVjaZT(cwp-@}62VsZ#obM0$YT-*&4zf~GzI zv=dib_^QdTqt^06I*i6TRvm+`R~`__=(yC~_lxFmhKrywb4K3vL=S~emGmiQ56EJ+ zdY+(!Q`|Nrg^gX#bj(K7mMwIir*LjTcG zwzt0Hk+V0SawL##M;i+zQSsd91A@RC^4Jne)3$pW^lG{>AhcdqMg5S77=i=|7xFgo zYwXw_+26}oh=J2v?3sj_f6Xar`+N(y!?Z zz?}Dc2zv^x!qE+l8c}k*cW5@LlkBNqD=uI5j3X94T}v!LXGTHAQd4T}>o4I5IdZ4w zR?fTL2q>o4zWm8le8b#0DWXr?U21?dYEA+xdB0s9=3b^IXFAJ zDrDApb}06{35xdt>QwuEFRKS(=P|eZ3O7y2fG7EH2~&Jmae)0vhpORWTjd+{d~n+m zUI&89bO}x`vC<}po>FK0l*{FZa?@;=Jv-Nz*ReD%H-4lENE+*s_U$PBu_?{HU$N7? z?&H;i8>@*y2p)D1KG1Lgax0OqLJ!Tuzl)!9s;Byv#yjcXXcZ#0xZcSc!f9R-y51U(u#op(M2hDmqjKEG$c zU&ZEh>cH{~G>#uuJ*}*D)B+s-cGaCef1I=P3pJKud($dIKhMnrV=L=^pR7!%C72h- zp9dTBmVr?rRKu_#l-VsyVxi!BPHMEXqHH5x8lMy8o*tC#cPS#KBKh=X^o%Ai=N!iB z%9?ceNq!s|WwVC|gf@6W-@Yh{4U+j+gqvcY)!0=xpURcg6q^vO_&z2~c z>*LT@ZI3P>UB@TXE)DI=L8IOqTkfYhD%kJq_}D%U(+j&X>`!4^RQ%U82cnO%PVrR6r1%U+{oHyJZ4sQL92?rYYB)wD_ZtI!c8v>I|GvBxM_ZhYj8iT3n~?k=vJb z1`6ZhVN{jIW|f@=WwppSR)k(Oe3N?WwheU!3__V|0&(KpMhsnFwg~k@vw`~?fz7-C z`ve*`(82DBHt}h~y_<_`uc^x()Ku%dA`$*C@nBtBsAp*aqgz!d+jylPZ2l_kVtMFe z-wO;a#U!@ux;d(@eTSWI`t<77_n(uSJT;q54>sNprLbL(Nj;eX*MYCUl;wW$*nDQ_ zGJSN=+n?6baIVesY~SFtCE)Xi6M<}Rr)lTm{--_IZ9PBE=G;Iyg^#2-#U6jxb?;}7 z)F%N4c9*Kf{%&WAnHH2E+P4APKOyb}|FxJA_-6m4Mp;d6e06x>;k*&XPty7XlI}t* z!K}5_IH4!M$PkIw-m@N6+P;RCKS$vfXMesYYVrKgNS>*_0cgRE-|%}u`E59PB?*nu ziOQrZ-uiJqj<@uPqq=MjU3mxZSnj0Ap0v?e`>da7aJRfgjhB-eQ|F`B+|GUi*r_~B z|IRumfOUJXP;k=s^n_Z%vcr_}CmzxY8amc=%v5%PHgWS2+trt`JXm)u^+4jqmHNXn z4s>&I3}m0g;}*Ha(bn=3zEg~f+?LB*z$|-##G!QKIer`1sVUxmUR$zguLv`{t6Gy! z-g@+iSZ^|_{{5Fdz_%;=G$D_6@Wu@(*hcA&1 zu6oYECPaEK38U`_1Z&twuVYU+c98yh)_k^F

          U4d9hXhKha~_QFF60QX+E)M5X!+ zX3}OdQde$krPaM{ax*7OK`s8vi!2Pn1YQi%3$;@yJ2%D;@6BZ3^rFT81vq*Q^%voe z;nGlB-Z{|k6K3RWtz&2M!aqlaY`pO`h&)r7$bcOJ=dRt`qm9z*@qTiciPY7@Fo>X5IeE#!# zE3lk5OFaT*NGXgtOI%2^7VQXzI0Qiv4A?kqJcVay?6HlT73>XcA(#F^cTBp> z*}BJUwue~kWW^rIDll^-6T_VLn|h6h*9F=Ra-HzKl5r)q#m3l1=*HfBlJZ12u`{g! zWQq>Z60UvY6B_@1-v6dv0XM9}?nJW^$uE#?OQyaUy4WNN36|*UEewYelGFsu zy-A*v@*b}L(Rm^wP*Ah0{CM-OL#xunsJf_jA$>MZxvjX*%q3IHhKJ9#Fo-3`<$>*F ztuN)@;59QoJ56-Mn8$qn{A*srYj(W@d94LDvcRiL4Tqb)Rd~5F0%U7=ei4{Y+{Nvrrp*iBD=x(8V})Ad zVZN4l>WiQYAwiG0>SZ}BuJ68+IfqS95&L$9{R8@b5>s_3Ey_UjM#Ak5+kZP&q=zQc z?$@m8^9AD9m)vTEw`3@VGpXe@?ODM)#jp)vw6y4VrY(dO%21jQOf^@wwG(AY+Wi<% zs?`>fT<}E;`!#3Et7`XFgmD>u23PxL?F|09Tf2D+Zt4HCYC>t8r@#5;%}bZLQ|obDTCJe|RjxC5$#{c~Mk3 zbd?{tjhZk+xk^qZF5ZC9p7?bgVLMVS<;YiP-Dxkbb+bsIq=iE=t9q`?N-RIx1bsn9 zEH!PR8hPLHoMJG2<>UAtR)PGHXh{E^Jlv_=eW`@tDL4zS*N^QIr zC#o5_TU!&+ZyC}*297iihzIW}s@uyr_nKDGeckPmoT5}#UgFoUrY|xw>Lw#ZV`hBa z*{c*EWF})`u6G_}6^wO1S05k3cg9+xJ|$*7UfuRm+U-Fkj#%g$jyQ>PE~o4+e7oV& z4`S0UwU+^gWFm-7D=-oeb`6r*cDD=zu2Y`k5cqHmYbxzdpX6EL*SrO3zd~t_s|`oZfz&RNV;adnZLbUhTT{^d`M??|mItNx#=bHoY}jfu1F11nk4 z*;??~iMZdX>J8ea7RRU0-wDsMYKZ>cmG*Yf{sJJJvd*oI-B$ODt~R{a1uFLOe(_qXj>2z%Q9 zV(-18n%v&KQJ1?#>u{jEn&{BzY(Ene!>Xa%zm=>|~@>Ng9cdxzQD}+X{yp7pDU@Z$h*jqpO*ggB*tpXR(t+Ez7n_t1m?p}8e zh$(zL=CN;i_>d&VjnSL7{z3u!wZd&qUOlzRUvR$V^8Io5gRhjYlY!1*=7lLg+VT_9 zUA+J^oPiVLf4bTUY86UCB|mxGIW@xQqj=pBW zt{?xhT=VmMI6y_CSQnW^>H~Qsi!$*RQ_mv>Z2qHre`C=mTp|NT0+{jy4FO__8VyFX zwhQIlpY*i)bU>Oeb4epX4re<?JE1Q)fHG5r$ z?H?giwjaX-e*jW(gW283x>gH~D0M;Zty}C_#tL^dp_;rYH$`FsY_~$5Xf|Ku@XqCs zd*9MO)X*9QD67a>*}c}`o&C%sce$~^&o?n!nSMLL_)wV@76q%{uIJr*bkwr7=uDJb z2?3aLpavd)c+K@n;1EvBt19yVAM!$%8zfU_?<>{y;OR~=ZO}GSWKI#bd~54PjTFa0 z8RMN&f)q?_O z`3KsDl%zNw(7YJ2ua0 zhQt~1V4CuMw_stM$s?xVB4U&Qp0Q0`8RKV0>QpfCy9cp#s4IxluFMI@Lk%nd>*ikD zFoCX8?sq@v<>u`-rRA-#bKEPiH^E`) z;4&f~)wCl*LC8%JCUvPX5`axh1{lg+l#Vy?##GMf$KE@mTuW7(R48$ub`q z&Ux;QVAg9g`z0Aq4B)Fbr884yb!RaBI@8GH#d|Kl&!4T{*hcxNh1u=m>7F7WLH%6G+$56WHu?dmdeK?$Cf*(y`Z{&#>M7F568RdU_WK~0octDE`94S zNWV8^NDV!OMP?Jvr08ZyfrbMA|JJz*k71sw+0m&bi&-gWKQZNUo|{Xz=-3)xZuCLj`4C;>0cFn z`ct%TEh!}FUfbhe$yIcv8!WYnQ7Wc#@GAFd(!|NooW5Un;_%N*{Xh36JYaBzSqG+O zolH$O=@-b|ERd99%ZFKLH-Kn_`){u{R}wPa>HKIDlI!-5w&7#|ak0JKb}#~v%u}eA zImHY)(1tj97nfF5zx0}mhkwYjj#iEEZiB z?}wC25-sx zY~6z<;cd%RfQm&eZV1Uxu3`CA$JgJ_+t zEAHbNwbE#jkxRHGU_kl%U5fy;k9Xmy{6P3+@c?`IAcK8K}!{;vGCdr&3X*uir( zns>mqKv$S!Qdx849r~e~oNpsXu@hFH5B4+^P}`9)Urmy~T0lI3%-=yisA|X=DuA8i z{Nq1fZyA?m%djm%4TBT;6%yZm*h-zLGz>w#jp0Ze4?Tz1mL9=I1skB22j18Yp?O-z zH~oHX6=g+#87_Y&X$)nZe-Sm$xH(yM<0}C0MA=t4(8_>uO~uLEHJYrYPu+1U?+LJU z`R?9Db@cFZr3m+WoY;agiVzyUzJXZ)q)xJg*~TZ4^;1lOPUI^v_e zmK|Md+d)DKBor^pt+&h>mc#>f*R>?MYrcP?iLhsOIfrI<%;FZ2FeCKR`djtN< z+M%%<=@qt~iF?h~okuo5AGM7u#N`mp+mPHbY%fUj6@0mpF*KL;u!Ul1fvUWmda^3u zxCTt0)*r7(Ddf+~T3YMhdL}k;U2-F{FPSghwxeBHl@jE^*(SuBGOrdlbM@0OhL7Do z>B5cT)Uf(|%$XN{ZDlbc(rs7*eBxG|uiAjH+0B50*9$9F>pPn}3Pu|^R032c5Lzcs zEhW~Dso0WJ9$YU!o%?)zNnFTi*+V&_y+X44QiuP0l6V0s8%Mn?^kl?inu6xa>kWT% z=KX)XcA1TmJ$=j6bMN@BrHo1TwYKY^%R@;_WBGAkTL$ldiqGaVb;C+I2EFYSDpcBH zF6-Lw^QTRkt3t~FuS7|OeR;6dC2B_xivWsQy3M7Zx~VgrH=P+K{CD^71PI740MN?4 zYPs^>2KNGhbrORk2+brRm0jkf>E5{pz;9jgp!R#Sq#Xb~OfW7baM`qz!ndtNv9^O2Hv{THFsI@TWmCK@=HNSQeLd9- zvHGpAg;Z#9gq--d&HIQcql&7rhgLF7Lr{e@sduLYgM+QK8OP3ju3xVhGTKahWTfx# zyz%F$E1UPj-kwMgq?NJW(`??Rx2~d+C?;4LhPVFlb>`I^26KexGhdn4@Gt;+%DV=|YeqcKRPo0n5 zD(JA%$^GmvtMY03EuXPmN;PG*Aj17@L-cL-KBtkG@d6qi_!vIHZ^Sr0?Uw;Z?M?->Mc-!LBk!U-q{2t89Vs4v0B;-8HCzvECsAhvN|+uTNr|Y-Q59ibCbln5UO(` z{O;5QL~O%D$AfjJ+de|ozoko*7x6dzQgscVu3#^ecCAT}C%~CJKUDg!E&l!%>RkU|Ff!gs@in_xubiEX`WhX63C&?Z%fv)BP!E9Cd$!HR>5{gVlpg^3I3FVGf1KRUC46w^fnJgT%@x0E#e91~7B8>O~~&l7qm zOkp5=j1dd?h8{^y-rDmC6jymWx9|7&2{=)V&IW{~uZ`k%djle~TN z=>EYLAK#HH8=MVE7U@sr6V=!hs?F5d@%0Fs_T|@wftOFOXobZ#I&8IE z3SLTaLA+}G+Ob_{tD;}6H^Ui&scLx*03f*jRB#%F?OnK?Y96nojw=J)h%XN~}G*5)AAjEzA%BkI>FDk9Y@T4Qk}Z^kQDYb`Jq@gTJ$*Qe#u3UYIs- zh3Z)I&$um~Y?7RpeFMwB{BhtHq^;x0TlcDor5;b z89c2k?RaBqCgoOOW02!H4eLZ@s^U-Nq5`JV@Rd{Gcu!_uv4$ge!!!|IPLkMwcEyA| z5UpS4Xp00JEOSORbi3{mWKiSp+}sBw4hQ~dE^k$6lVe+~ykj%8GpQ~|dSoi!%nkLg zJd5uw{eCXP-nZ?ao9;exOLZ?E61MmxmGnW8dDnsdwlalKoc9jmhNAEFsqpYa0*8!< zy2+mGdDXm2-UR-G#DS`@B@HQyj?zwe;AGAf(~PpcRB!o|kM_PJUyek1Ci_YK*rj*_ zX?^x`2RB7j>0VVCO^XnNz?<`rg@%H}QRAfkYy-R`=RC>o&v6-xjG2dh7nIR%{z|f_q{fx z9)s?JH#D1NB%s@Ii;~GckS_R)YKk4bdrXYj&*8_a2=WM5c=>LnF;#bSz!mo^+iKKxoTqc2zpI@XO> z$;%hGg|B5s%YNbcoLsWoC5dBA8<173bEisVVLCc~N)0{02~4mLT)|1ZDDMrOpU3zB zN;^%7@|^V2{aetf-9UEwRr1CX!aSpckHQQ)xiiyk4Mf^YWG@3T zDbpMV=bZTthER>(V}haZ-s9 z@;VOhO&;xZvByb7K+(qeM`dLDS6psu%x`hIn!e@-r6|_af-D%9o=-^j}kHl4N z_DYyg7DIiJve zqfUi1mFG`qOD@$k%XBG-YD^Cw#U4D5TnAK&+hjizlgAZdW}Z0sG%><`)gmwDy5N6Q zr9gT5mcsNTfmHrwe)8QJTB{XJI~KarvWyT+XIY7HL7Ow}O%nz}CAr2TfEv+XPAdM3 z!pXr{8|uA!1pZTeSCAitjt)|Gr;XP=3u za|hIpJByBXjgN*0Qt#tBhFA_f6OLXQ$dq%J)%9ZOlUOc(x5iL{fZX5BY?Xn7ZdzcT1AduzVxq`R@~3!%#`an`X?zN$I?AYPd)NnmwOj&B!aHC=Dx&V2Z(jG+adlO z31GD#>;1Qm^YT|HC@t&KSq=S0>r8HdaA&Fk zT#8tg9MwTAIZOPCfy~s98zU%v(LL_~s9qmDjyE5K4}8|{EOQSk!gLF_pEvLJYwb3z ztP?zIYwBKYd)#wVq1H1pLBy1`sFxz-PQE!cIBD+oz^Pv6(+9}GJoVdMKYuCW)tLX1 zx&jN&!Yt4XjP!d&^xx>LsuSxJ#NCvl$bfD9EC6)A!ZfU}m_qISdQyubC!?HIMS%GL{Hw_@VeY;R(N8&N{nh-hemqklR?>J%;3}Zr z8@abTWUMRT^_}DS6YWp_CxMcW=Kx6RioQ=d99+F`2t0sR_?wv+tsBZ=mQS-WS~A8- zmw`9CdD5ZxV`_I~$m|M>OkK(1yZwL9C9Kb!>!-S(vCoaa{I4wmyvt1{2A1tUSN4Bf z+W#zq|DS&Oxpi6gmG8ADU%3A3^ZZ}_{vz2tqs$Ss#&r*>Dm8> zKmOkj{#Q@#|8>FN{_j%%Pqx_q?&|;1YW?r#`X4RV|G!SIx3{mB4Cn|{1AI00%2&+^ zOl~NF2{W5b_093?KNBfjk;1iIBKFgOnHy{Z5Umco(nKl)8E1of#5f;&2myUa# z8w1Qlrvaabscij(`0E+See(n0avbGKZxXtCTz&ILmIdJAG^NF%vB0Dc-Hz8B_;5?& z?dJnn0dX$N(jQ}*l=r?5uuq=?aQpWcv5ItFFU<@snhL$qIpkhYpYFLF$eZ^#E1KRvo3k+)keS>0G|Ounfy1%pZX&A^%y zjy5@YrTd;tQ_Ou1rw2kQFg|IDDYWwk?}yz-dw|1%7gZWpTr*Gnz7_U@s#Ba81}N5J z1fYR+0B2{(PkhZk#Q0p|7)fCS^?;WCBl_G7w}ormm=II$BK^!moAGkqLtmJesoiHBY9^{i!C>L0WwkdTDe2dD**VD zZqX2c_$D#}$l_F+9`d#`8EUCE`(2$u9FVblX-YjB04jD9cwfU7QE0AF`ro`1CeKVt zAHmcetP=$6IBxok+b4g2Ch+03c|c9Nks7ieihrQL_NP{%NNS|p>-fwvryrIvn9hcF7G|Z=vfR!+eE7nOoow@_duU9MBjGx_}y=2rJrBUX< zqn)IF4rLbbGWEOhwSbG8 z#pewNdcu3Hj05gJsE5}18ZphYR$vg%|R6S#ie2;1tV zPLP0+`4K%IlP<}z^JAl=nLYdu^sjR}v~jZ8k++qf1XAz9fQQVv>%b0>G*;`ZdT%T? z|Ip0k0_V{mqV$JH=IWA7gYh>ek^oF5{5B)Ac!CH z{2S;>f?fiyeBQ63vF^jrv^chMA>jWEq^46g2EXfxNVq}mA}&b+nD$Vv^6KGbLd`_@ z#$5JFYpA1|DV|Nn&<2@8sC0VZ>a_~O5Y)3*btzkB?MKkb<*K%hv%09iq8*QGU8daK zF@1O!tiz~ZdrrK&>ATf24I2{&F6GTP(>lmS+>x(K6e>Jq(c{Cwc?)_=J9okjo$slb0|v@)`eNs4E_># zJBaanYkcr%nkr{o5@vI)T**9D$KIV-e_)iWN@$j9;dJ>yAigw!=Zl8bfwY?CQ9;`f zw`8oz!k3^J4^q{}!U5eGn{+D=*F19HB1ZOQ>jP!G#q!HRg=R-ZrEG$~ayX_3mkJeE zrus$hCkL`~Y0fG9P*r_)7?!wXvI-4Ki}>*Tq?*ASqZsdKBUJ~HK)$@0eB4jtB-<@4`Jk@ z`|T0kK3?_1DZO#_O(pJ9{NEep-zur|mVX;wNeO550nEI;CHckAza%s}F{^I=cEvm2 zU&{sXdK?0NM~XpNvn&ywtkg2!q`3Cuee=y{bV(h_&6_q|*Iiii427FAU!(m~lsp+U z^5&PkjJql}7qtk|^~0(6be*qMrv4f6+TmDAMp>foY&6I-YUS^6e1^g|Dmw}+vB2in zcQHi;tuBcxZh_6q#Kb%=w#Z1?x+hu*hAoI(xo3^JN%~1^24P=@Idc2Z(1gwo3*48CH`73;w)4$CiAtWVv{Rm*u8rbRr=cVGHI8r@_=1i}t~C*#UBpxiNTaS@I;BxF{7 z0Se|gYqaPIH9(_Qzw2G}c6XY{$LV&oOX44kxM27}=xQE0tjNm!y99JV8P8P@(%Kv1 zQ1He^)1s0ZY3-y^s?xaKh4z>jEC8=*G2(Hb)QDm1gm|d?z1<`$Jb!xfu$Am*Jv#O| zrVe{AuV7hhwzbYmb8p-j{@^fOoI~FrBdcyMJrJ-tznZm>@~$R5Vh_V*s*aRBlIt_b zhdlWe7JCrV398xK%hWrP>MkRg7}6W(NL9-!y%{pKraHpAk!`oIj9ZMYqPQj7L%;w) ztpQ9g{0z+`1a-c%JS04;JxHIvkcQPJ#Dt{HEN<&lBUIVH7`LI1T8L1q%oVm@jw&sI zAie}MWC?XFloT@%#)-gXk1l~8HIP@X;c2HFkDeycQ%G0uK)Z0~zrur!Gxlxi;7V}J z4ZQ84necFul^i9~>Z4V3T7WA8bGT=6#7`C+%4l;v88EsH`A!Ukg7@zUufB8$Zbd|% zFhl=+_lAt<+!k!5gu3@ltt$N+{IG1K2wn>CNi1rS0zZxYL*c=#8o>PJ z`DT#_rI2D~MpcN_qK@_l^;5WJO%cKo8OdeDh!j$=;&07eHkAFK0kTXh7iE)@iO}uUkFm@}u znpsq7r(-r{01|MM89qpfBLbuOInQfi5_uExzTy6u&69ZTP@UlzOOWw@ zukHDK4N3%9VBsE}gE@DIe75+?s=t781yDI|GpU)IvKFmv?n?ZQv?$2g7C*X4W z(8)&t6?K&K`9o4WPl*tS^b+8>>uawA-)#^6x^TApaVKwPIzVLZ{9f_xk@NhYYfm!1 zq&!0qlEP8^#rpu^82u7)Zt{$~G#GfEO~BX8ozm&o=5+CP-k1D(U{Zb$%iSR5p-1>7 z$QJG#?cIZ~oDag*5W>&m7ebY@p1Ua)q_;m!SEPat6^-KI4OTkU4{vBD7m%_QLLU4v zqSxKQty50biS2kel;-`TFVY`Yb=`9QAw;B-I( zQ%XO74Iu`BoJTqiU7S?SjrwjbMBmK-WE~c-jSIi-meU_^)SYBf3qD4$VbW}O6~eQ( zc`O3k>Okt57*WTW%5Suuh~nh{R!~z@$_`*vXQ1XM>6)AD;9XNkc|&$N01uk=TpUl_ zOI-21nyO{Ybi3oeV(j0rd4lq zHm2EU6yJwvuXNQ2OF(T}5}}72zl>?<8ys5AG6~p@$5jOd4R5EW2dlvdU1#4%b60iQZlpqlsb0em^PLvwhiOe3#z}<%6q zi0A>oZVVMhfljULv#piit@=ehC`FCggk8()w&EkhW_0BUB0(b_V9=uMjAD>NZ_f)u zyM6$mFM9eX*S*kN7;$-7vr8?l%maR_^iXR}%pSKRPqBWr*Hn4eU&bw@Vuehfu8$S% zlvO+%DfoBi!>>+1e!iP5Tv?G^7!&6ZR8U~U0t|%m^Rf=fv#qHN`#)b?`K8H!uWS?U z6V3kQFC$5t@G!m@ZeTR-`LX0qO3%p==}5I=bFK5IuBX3z?2Ry&%@IX!8U6~lIgaRl zyy5&Lgd^$XnC%^%kl?#4AL+if1pThj=stkeo06Tt4(H$Pi7V!{8Hjb%G4qa+s)=I% zoxe*0Z_U2VdT7tCr9e$}Z~E0+de3KSsQR>v&WTShX2Y*J6v$@nH6d_|&CCk|d>sl4 zZGeT^!o>FMOby}21xOMyZJ%p8IAPlu8uNH{o8^Kp6qtFOHTL}IVlEw;=k@vXi5QK2 zvv{kPHdw+GMG|ZU}Wf;iIMu?ZK4>=%fq|FW(2h4ifkt<6%FM>OS$>ZgeeR zrW549F9|suSFHqWZAM|0_DwQb7|}<11g~o}$m2*{2@Zwfx%f zuw}M(3>eB*@$5(JW_ItK|Jr8{{G?t+zs_e|a8D(P=Q3i^>2V2)kI%{M-NK(KhyN~nTF=*D5n)W1g@{8dYK zRrd}T1sM!B*?mjZ0&Z_DK7{RHM7JD4fT7j(n$}h`M!Kp4h1oZv_>e47c>)9zSHxzQ z@WX~y(ie4XEc7v^3;hI=6^lgwoe5z8p66eRd`{^N&IIFuc8M~*VJDsF%C7@R=uG$Q zn5%mYLt&VM6cSj1ZKJn!1Z0a#kne-3o9}#U-3pgFf?+bK!E5a+iOSLpik%k_Q}rwUZ_>Q9g!8e@|Zk@Cm|N|3p{{ zDLb;EH8=V81aJPsnTJH{`!ZhFpZW2rH$`u7{6$Dj!XP#TMwYs|?;_Zn6$Ra*7jYdx zu2mOfi_@Agc{w7}*zonsR#y@&p7I z(y2WM^ljU+sR$6Lq+j}GxBmKg(IcZ>gzZ%Z|8XUO^H(NIF1P80jXU~oD>R>_ray)8 z1aaf@TeClH8Ot=bM@sxKXLE5-cqn^hQW^QR-24V(D-5a_rE%u<=2Ug3t5FNkyr6%( ztC&N~Ip6LC7Kfyl%;|8#*ynfU{hedyY=LD4EZy9(R=hY~ovcpv->2<-wB1AgcDt_tb(d14eWFYepE~D6VE~3rJPvLlZHF5eO)7Rn4980-`IQ)fpuh zux=Td<|>ZV@yP(}SoO`drk4Q?BYC*g2O)Uxkr3 z`r6W8P2;@P+m#AXJy_uy5Cz-@ma)h4WD@kvkwN-Se%oD_3W6T$C=V;=M`WKq-adSA zMm4JVp;IJP z-@9`Hby8;^(-E%{`ld$>#wMf~@SDUhZQG=Tt&?22bbzY+P0wlRhCjDR!^PhWmh--x zo}G^IdgJnxz<)^_`cWOKrT=1kS)XEDIeLrUYt z_^whmO+T;xdcE^e5Yn~gi4HVQBbyd^55`B242R_}6!Y1bPi&aG=2gj2I!_l6*Mnwo zg5Msrmki_psgbjv?kRyd6T8Ckx-ZsZ3y9*+eIm1I@9n#^YOzl$MJV?Ph!syY7@kLQ z-HvX?KXzoVp&&vrrr34?Szu6KOsYlCnFt>^`kZMYc!V?K8az*4$;WbWoX0kXaGnSmv7f{Bwqf6(+x zXM|zzE?P<8$NXVKCEQh~81FUu+?m+vAu|Hi>e}f(`CZkSU|}jGg|u)*#5Z7j=Q$w& zM__%&L>X`h8miO6VRkh(q6^Sr8%;)5ES>mW4KKk_bNq5{LkPM`j)6S_-m&w5$fnyq>1JWcII*TkOFqS9oMI^_+dsD$hAR#^|F@A zPK0T=sd`5ThJWpKI8{!{yI!}H;V*4I$S+jFXfO1)-BUmtyOJ;bm+&wL*@<};Vg{wm zPlx@y<*cmYAu%G&Y5hSL+thV^sUPQ+?<+ay1IyJzGS3oIqak=J&6+h*t&WnB~T)H3BkGU!yFy=jPqQhjizZU%CB15h6eH_@O_ zGC7bP>3{)dU_}o-mL^4|g_3UbqM62Q=a|N923)pp61}H=XNEl3M?B2wiiq;viEl~M z=z+eJAEBCzr>ev}0gXJ^7-XLgp!&fv-p0U4!E?u`Qofz`(6}i-BtRjnfJxJ?c6}t0 zhA*4!U#c&JgoVOM$u~GQW`L_>Rcm}HC)%^EPKLLl1SsGC48J`eX@&nVa5Tou(tfkR zqaJ_klJ8f>%8|y(Ki))Y?1g!npKr!5+$ex%Qk=JgUAxd6+}<6`dZ-Nz?Raz=G!zCD zL#ZUFXuTYTm8VImy@7CgX}!9Vm?ci(#Np?P*Zf69>)TpY#^fgJ4r+;cL)21&J`mzb zssPlzIc6JFfN2w}02_Cm2XeG6IRubmRTzr2%Tb=?)@g>u?kl1P=F`$DIRykqjRMuA z%+=VcUd{qWkHUQl<>m@+qM~)?TCX?y)SDjNSsdF3K{Yn^VXGX#XVm(tBcu|I$CosA z$zRiq3u(@6A_QYfhIhLu1Gr2lLpH2fdaRBzYWCL(;kI|j^5kj2 z~9m?VGG+Q&d$zL^R7&@mQM6oqZbKbHlw!U)(rYO>|7r`I7E)i zba)-+djjsypi%R!bJIKHA@KIhfK{}ZXn?>uYv=0|e+Nz!$~B=$ znEu|J5}S7<2hk6EEf)}xF-uo3=;oqQnn6_@eC-xXBl@VLCV*H#~ zTSiXHft%CliX)AA>5xk>Q)HPT8I&-?iwreZclYkeI0AyD32F+$b-WK(jD^ByXF2#`E82P4!jN>>Luz+OY-;9;V6*)ioZY3(Uyzp~f-_@im zM4;XS&C8C-m@m+=o%2sK7Fx$wb}|DD8Af1YOKPB%#i7@B>6RA3_%-_t)Zjsdy89D` z=Ur$xR1r1VIT7ySHL5(ZEy#+Du&)GK-`PUvoayouLbz0PJQg0p|uSkd?iV~z?aB}-u6~nyYQ;aI6eG8 z$StcO(K3E_VT@G(eKpPtkWp7=8Y_tRk$c1i8NlF0p>v;)qzGPQf7eYlRJ|q48I~o|5+HgiHRV<5876Z3j?2m zwI{z4v<3jIA%nYf)2cYa*cCZw_qBkT{R8Kpn>q3f0aUULkt)R$5HnUY7W!tZOXF>j4xkN3zKpsueWx8N{~R*xCkbRMB6 zQXCOY#P4gsF88~Kw0JEoh1fBY2=E06&QFAc7j0@)V3=fY z8?U*iRl8CKrr3M9Q;*w54!&-&I^%!d3iIPG=a*AG5vsC$X{kGZS~=rG60|2LoiVFy zdgS&~fbJBG1T=VWW>x6(s@Y$K>A11p;*e|6j0I+0eH#EdSRZ3#nyzRHg^^p(&{6`z z1nJ~pirJLyl8#=|Gdj5{8e4B_F|PWf`KO<+tY8Swr<5TT~*dUGPh6cqWq9au!I_-@Q~p0xwAc12L7p}p5z=S zJmk*ut@5&x>FY3-;%`goTlZoLU%7fvEansJk2w?ahgC5r8+_qkWX#pHRyiQh zwC@pZ>P>)e+iKLJjHz&1^_$+=iY~w6Cj`(}sQvEHk4k@xcUFL`s_l+)4|dvv53)AxF7yno(HsU7hD?!*`Y|3r`==#VWx!3NRvN zb7H1=Lx$xSOgnlh^I5l*B&LkaWnl&2`Q-^F5B&KRUXlX4D11=0TR)-)F0xm9n7c`M zORs5soJyp)JUKE%Y)m$PrUYrk*sq3}8dViQhuNh6DXYJ3oz?d*q>0#=Za?xtm}ysL zMXQOMHwKx2)yNu7eu58=B72Gf$o2z-MQD9b|2=9r6lP;-RvJKRx}gT5GQ|IqA^Kr| zwHMZjKf>Z*u@KNs-QmFmGCjb`(*RHN9Af|yQ!i?JDp$rR!hi54$CC2+Y+z#9$Yz>r z19`DC`01>@sqX%SK!bfpIqk!EgfANg#_q{;8{lioFnJi-#e z)<6F=o_IC%?Rknh-Mlnl9l=qAZACAc>}BTD40k^4VH&VQ?Ujm|P}tMF`TM??t$}g7 z{ngOl=u{BzifuIeN@4Hq+L983DWBTN-7uR{88){Zc4H@3^WNlH4zuvuShwuvf{{BO{h_D(sBco*B{0;cI zJq;WZ1Grum&>?v)q4rfrwYtv-HyE`^*cPtK91Pr#-Q5AxhHTxOR&Y#%;L4WUZXkO5 zru{L{mg38aS_;5o-VU;Gf!=|R)_nPWXBtS&!IGTSYss)Zk$uFCv`?JKQ5LbXwa;L19Y(78zYn?Ab(x|8l*m8?f*bfC9&LG})6RT>nV^Mdiz zk5p+-UI|l)$@5Hb*T0p=ASE| zGGPD`3PQqum`zJ7_M0(<0+=J8T#faOAb#jy@{wd%^_~S&2%5UhNhST$Sc1=+H^K zgyf?YN|oI8^@gYKMFF9qhj4LbpMJR606>nyeIi$e%GqqYOMx0!DQGPh(q4!C`?${L zt_8C2E?xZMJ)o`*GjFGUPNOX5h17)YS@cIcx=~7jdRnq;Xu)~3!6xCN86tePA5h$n zn|cvy*j;Grb~oPt0X@XJTVq(w~w$CY;@lx#{_B!Q2cw61;(K zT$fm7;CYJ-U;zG^q|hTVf}${tKo*#30A4b)@`)?sOriEIgA3n6?3_Nz7C0)jmG(Lp zJmb(2=TP~5tX-F@*Yca$)=;XA0m{@eba-b_3nQXU?V|m#n_CY z@9N^Ek2}7kC_IdaOY3mVl2RAB#rn^s0%7|CqV$KwI}!m^D?MJDJEz4+5r36v#4L-g z>v*2vm}FLPDwAMM=8ykAK)E7ib0)Y0qswm zp+Ej`Hs?T#8Ch{R7U{eNm=#5ydgE<;5$)PHPK50tXRa#iUwk)l>PeJ8?2lb}2}l5N z@5H;pGIWo0So7#xWLYs9P*nXo7@5*dcCA#Mnbgj5*W4}V^Zjk~Pn@w{tY3+ueBxWQ zpvO^!?N3Jg^Z?4GPbN@>kQRVtx2Jjs)PZ;Z6{fX|1vdO6l#|1&7h!%kPl+h%Z34pJ zz5I2y1e=w9VB%bD4!vEKU$E5E^dJ;f$Y@#3%RKuF1fb3!p_1txRtAqoDkU+6C4)=0 zYY7bcvW_8{h)=5m74#uy7t(bX&5-X2pezpig-!#D0dg!UN*0G+nzDF&6fR}_byPE%yJ16tvrGlwABD}qFAKBc z=m2!908H!{bLM%3dM{-hU=G}_4M%GGu&$%ArGmdOvAbbZj)Y0Ef27=#Y z7@?*TrH`iR;2XX(CULyjB%~es3r9MMVKM6x8vkZ3_{;2DyMVd?7My0#CkK1)M+xPl zBGsu!Y*V^XlXyG7Nu}RTE5UDy%VP&klwPczuJy*2%5!@Z=1YA6jqLM zcuAjvBhOnkaoZcm{B`&K5N8t8Z@ZOaJrTPD(CaBk9bc}XL`$y;-13K9*@dSo^BTGq zuho>a2Gfs+1eYfvjIZgF@^-1`ukvWqat&FP&Ch@-nBrRtw7^2*UbB^)s&7v;Y{PG? z#{E@W_rZ>|EF$sxpZ=L|ZN%eo^An8@!}D2@@MCAESxj4y)0zzNU^x1ZOFljOn#NBP zJ09IKO6>T4dA3~`C1`p21X7a2SoTq2+NjFokBM2OI+qhEnf|s19rx^R8YS?0j8J*TIju5dMVw!o=!X z6uZai^(&M@hUT*vis$qd#Y>+9jz=Vg8V-iyc8O=36t9T=zV!em*id=6fSisTw5A!a z^fsHqfzju-y3=%fr*Aw)YWA+xij6bID2yzIzp`I{O*c&OWQ}U@BB8Th7^rfNln$Hz zp4Eud49mI=K4g|e_kn(qFN2fi;=Fgs1+BTAwm=tYTIU%4#!zsxQ4W$8G@~F^^k++@ zgDl;qpATD76H^+v(wUKYyQ;ylUhL1(4_c{ilLb>N4|h;g!WpOlY45$`70`?pAV2oM zdjxu&<)u40$fh_&E`vsTN2+l1-<`zeYAZUO3!fcoxAeG)qUy3b z!Nt&#;d+L+mNtQDv!E$}C6GTAxRf|_DU>WBK$|*F`@`mONGzHT`tDg+K$5)Z;WW^v z8BgPFZ%<+44a-Pj-+b>EfsQqV)}Ox>8p&Apost`(%65Am)2GBHgu7>$V={MDnFF7q zrQLhNuM8We_4%r3Wn1N7&~f0RLF{QMcaY7mUr1PKZ=v!xXU* ziQ7Xqtb{7LmXj#CISe~Z){;&0dNG#&ZR_{X*D@%eT`+6IgcPK=0YT&;cP8PWrX7#n z>6?zU-2qgVD;I^Fu2t;lo?IWGKEuQMEaI}>u={n1_uOX`?w?Y+%o>>Md>nLs_G;vy zuRv$e*UlYa9bdH(z0*R~o(*weJ~ezn9C_t};aA&&XzdU3&vE4ogIjh$S+2%*@-;bC3 zf^=^pqH_CJ;&1#D6zUqJ*i^NnwU0(Hjip7ioif6l~) z&-73UT1vA*)%l%v#zmCBTyT?&+wzU@KR|oQK(5HBPA6V5I4;;o-Ny7m3I5kbHcb67 zsjdXQhJDCL6gD(&AK@}jh>Pv~ZF)f}j4aZ4z^1SzI}IUm`hWt&tq^`3^Hap5iyY6=GIzG#FC<`^dMWb~2(GTL zZg|Noj3B?#YZ00uh&H*zeJkZklgB93=L!1$t4yLPpVIWLEjFuxs3Ul1>e$Mi9pUKQ zeg_TUC*?A?*ik0_;ccE455Xaix5^u1qke9O6zoj;H?)-H6XGJiIj|6|&FS%h_fMdq z7G1TDJ2jNFqYc+AHy{t7$aLV;)Pksuv5V0;%$2>)L86=;aS-XAkh@SS8`~Dg$2#mr zymzhbbb{@w&dmqDpVTJ|z7uungnSVZyQv_X#aAecd)M_WR{IIQ*1O@mXmOap^Wzcj z$n>DndGUv$O;=VTrKtC~7J`G`U58V{>Jtuvf{efyU(mlYuI<|u0KWMWOS4C;!vX6f zDEAi+L9bo^Po1$tVyNV^c^)PD1ED>8;<4stqs8_ix`Zd?Eo|+jEg7 z-GO%>8id-MEb|xr1Ir?~UN<3DxQzjt45CEaHu$<}$@SIX$@M6$UfR4rIL=AbEbfr) zS=yg#*3XHNqg9{`*1e5_V+7;0p9HkG&GrM>$heVlMYQOS0pGA=NpG~9NIy8m54pC- z@UHm|cRoi(yT1ange3$^s!eAO!&-P0?41e=Z1xTv+yZ{LR0gs3L~gv>!RRntYr~Lt zn4N(sP;LK0Tz2bPkYaFS(@^QC3+SOe>eN-{8Zs-F+g2uiJcg&mdty9)8$b^P|LPy8 zRh6wbp4ZnQx%*%ukgEt@UYV}wP#|RhdahxsuAY51UqxjYayR5QLgQ!vQ}5_6;_YLG zymKf2%eTp5A8u$+BrQ-YDtZ^hct)LihVNNoxRUNC^@2YA$PZ6k2cC`jxVeCFlpgLx z0kIL6p7nKYz`Q(K(=Ba#AktEZd`SP@kZV2q1^4*FU(ILfG_t!oe|;RpRkBO&^(8}# z3T?z&V*{+rZPRF%lvWnNjB~tR*dj-xMq#Fh{FuaDzm%hRW_E~-fBIN)(fAGune#18 zF4)lfIbHia^SU#?cFPJ1}iWF>x z?y2Fv(0}3{`|?${?H?}RfBdSHcnbOFerth2MGtW=5}^^N%HCtEGxflfk6y3VJvUjx z_Nn>nrJT^q-;$jgCt+DcMegQDLo4ZsMo-)4r11zn`j~42f<$3%gRQFX@+g&j%$@Y` z!bJv%<5KryH7DV?;Cwz&vzB+Oj9eJWzjXhD-~o67rn}T(Hu=2uKD+Io&i&^Pb$#IE z+}}=R`^nOZIDTX_J6Xb0{IEQQVk*}o?qCm+2$a+}*PHw#kt=FCIgDXRVA_woKYpRi`<+jPFPb#1q=T>T70_D|737JfKtrmUL;i?dI-}wtKNipV7?l-QP70zb4s#R zT+599Oa#^89K|g`k!TI`hIvgFRHYdrW~vu4{zdicoc;^p0!0<+$%ot6y4>Wgp)l*c z7Mxhy%OR@iL@|fBX{+?e%2#RRRZYiv_4W>>g>1*Ij>0g=M8t$?0A#ByE z$-RzZW-AqnqHXIBa08#6IUdkY0EgAAiXw)d0=Qd=M?HDdRYvvU?$)^o80i(%ZCS$$ z`T zWLzx_mGa@%4%?(Aj!K8qZb$I_q#!+UUQKsihq~}-GveWl>_W#al1{$CQX0Z8>f}%< zvKrQps9BoJy#!O~o$2MMU%Ta)5yFr}O4mP*JDEI7SL4g3Y|Op=Ud7QFHRl#$*eH#@ zW}o432c&D0sPSs1sj>%_X^S26MrWWO^hbuGiabi!y@$O*_ zcEtay5RSRGZgw`{=v1f|#|hMNZ|-wB^D{Rl_-fBG-(NDB{B+pYS)|dHD8F$E zYHlHqsvZ8!959OE7M}Sjjm}#_$T5M^%fXzl4nPZ7%qz}5|7`$UR|>JXoM`By&=dir zomIxI*Em`awOGvk*VIj3vi2A%n`e$_D&+%)La%0;{Ny+7N(#g7>pitZ!gZk`EHI?V zt!D(TnJ;!0HIBBPb)g-;d_$)&VyRG8G)8w^Q8u z^%uOaU}cF7&%B>^GWks5W}|({71)l5{nyi>{Ymmz5Lh)%p%$qM4fDNCmi72?@;B}5-J#lo({(*A;(N@F z)#p{4oc(V0)W^idUaE~G>vXrO#)DGBIgwJIm-8)FS1S|5+P5VAGZrCd^OyK_YpCJM zb&1bz)j4gJB%k2U($(#!zbairIJOpVObA*_M#dMuSnH5vrLry%ZzmFseXF_9UQKnI zYu3r*`<`8o!eQk~0FDF9yOGpe?t1~D%%I0`bX`CefraeDlit)V~Lk)SMBH#m1S z$Wzcx?j@$fQLXhgb(PQIDYEFLR)GMT^xCf*>RcT?kuwnZybkmrC;Z3FfCF8+H^u_w z4b|NHm$=g&|3pmpuqd+WFc<=^kWB8Seswl`4k z0mibfJj!9t6c?fSaZ-GbL*-g-A z&x&$h)m5?WG6|c^lR6a;J%3`?I(l_sb!2WYw~P`m(&wy@be8bMLd6QAr{ht_@C+|& znJq3z@71f#it$;5A||13Vd?ZjYys<~m+6zXzEy`l8@171bD|(N;8{XPcS$tVxsDyz zz9^>r92s9f_wrM$%R;}3|81F*DH^&u7|H6_+$0x1ZQ69X(6O_XL@oqi*gC@N6hegm z)ilWSf)};L1J~?+XZzkF#Y@IXzZemzZ_%8vk6^2s)99>#&PfZ)j2ATN;p%S2|EB-@ zOaWm%=Lw)QH@NwA@|}B=WcB*FB<`n%L`=!fP*MSUjm!LSu3jL~bCmv}pxL@_0aLyL zJzv>*pf0l921dJ={jLbqij|2FDDoAx@`y4{+84ytga#*FrUzNwUtvA=lI4`8Y{6Gy{b`>n#KDXw$y zklD(XxG*Scr(48oj@yKM|2PP_kl^~S2cK37=ov47VmVaFxEh{E!zA#?s=$2t2ly^F zCnM;~!g^Yq#-6hFzOu;Zb~qRVTixQA38K$lo)RV~&dTcPK>d!4HzC{Y%d0b(e`vRv zsc~DW1svor-h!UNYj|cUD?y*dD3#C3YD1zN>!c~h9CaWY0d-eexFs!F#b5_*FUp|H5 zvL;O7iZ-U?=F&LK>VnMv+#a=5PfcAo&h04WSYB?xWiPDMtuPCE!u)r?wp|I`my?VW zBn;;j-82pu)GHL(;cf1xL_(pMZ<&se)NN$9pW5Fu2obEq2r&`bJ0-bSIQi%_u)^wW0pGEFCHXM$r zUZnFlv#vgJPj>!3Ks_FCmn;6-&*f<%?5}67}u!$h*sUk+H6^JN;aWl9k2jj^1~c-%WEbCbWyOTBPe~DfWgV< z^BoGL&HE&O0aY7hlUbO}rGu#UH#CEN~2b9EW&3U^ekc*FDk1-GP2@bGaW*Gdq3r} z+=B<(y)zSvYnrtNKk1ahRwa-n@96#B$xe234dx1X<(lN~^)lBImZr7S8Q02v8hk|G9^PMnDjD$xjNZHPm(EuT`i|}b-OJzvy?!K#is%Y8eyphPm|TS3ozNVgsoGl_m;0? zL9E>unLb(Z3j{#?P2%XZkC&wVUUe5^&50d;+IxpW5KjV z@SFW}loMq@JeP418X=T?4Qkbs9n!=YYHYg)3z+ikgA?3`ukb6AvOnGQl#;ekfqJG= z3wjkAS4=gyo-jC0mYtPX)=d5_HRWYk<@cm@_hq*$G+=!(n>-qBdDoeyY;YZqc3fkaM5BnHx5du|JQP_>xX@XUqhr1|_fKRbgd%oH-+22j{X1pNF|MS_Ed4{*GS$gcRy zyZmlrDp_T3U;Vvd!lidqv1HzMPlE_X#n;qq{F{r?2k2+k2zOdx$^osM-%#$ompk!n z>S9l<#WP;5x3~`&1XqY208`)s8tK*weOp7B!1H^mABWz4Xq0mLHRLZtZ^wCai=fLcMKyg=)4igm zXFBUFLE5;w1#BTqyjQ(cVL1VQbvCf?ANI{9r_&wT_59OdyG%I>R~qg)>? z!o7_NgokuCNQvNkb!*|NWe!#Q$ls$n|ISPOcY0$GKc(J$(hui*sKmfw9VV4y77`>U zdl!QHX!dD`1P+Zdwj$r=KMa-%jNjwAa!Eey^P!wHWz1rgL3c^28W?WnSaNO6@ahPW zo+~R*MKjutcOhuxggg*y?Vu!a(Z(z5# zS5Lxkzzn+>t-b7-c10-Ta#X7O(17v+XE=8wAg1!j*gpQc7uvzK_${h;r}toodNOiJ zJK^~d+jWKj5!Q^74ZygeYsg|kI7wO+-H&vUn3)>u7j;Y8F}7bsA`~S|EhOzyZ#$w{ z*y^BhLT=28dw&g2H_#Y_TO~2i%}stA6d`qYe12E0%Zg+y^)ri_&i zg^d_Z>gl+S9DB@ml@wgyw3I%aQW##@-c}A{AJnULsqrl{`?JEeTMX(s8xn5G0d>z9 zXF-d!y^MX;+vXC1PS)=C;-Ay|eaoTI%)G5)@bq*Yvru)$s9W0;d)yUzcd=;g)z60D zphn)&I6MFCxF?1zx`TBmaPP>;mVD>kZOl0Pkww&Y(fa80oYxp`DOi)^J@#70UN?j6 z^6KN0fndeIq=y5!w8jDw4?0G;8Zog&H#}|+sdb(|JVl$WN|&1X-01I{GbWdAB++E| zKed65=69|0fx=v-g7HJuJ`5m8Y%YaMuIvdU9noBMLl!jH>1+!MN6LRKBu9eRkxz0BBp z({!mHr9yGAy}wkQSY*sBI=uOH3+)ph3fz)ke@Od{)}=RMqe)3=TNJiRgTH&Sbnha^ zVqqixWnD}SxD^FXrKyG$4``=py1zb>Tla_T;tHp6OPvM&|6KJz3V{%6R7Hm334`fh zMlmM_6;YDYRIPc%rBi{Hv)eK(-+p9{!gtSn7DXdrJfN=;csWRe(r>#;2K6C1${q)o zxu-ZsMv-x_zLO+o^xW6^iz*9OBQBW8@}=3h8;cD^T80dXtKZ;MCk)QF(&{bSXX1dj z()J<)`&z|dp!;|8e5(lefeFkw2(|AEvaPc+WUU?AbM9k3-G|OmJj}Hi&u#*_O^wkK z&LaB^mt5Nx#vehF{+$J&o#=#Rbb#Y@HJzg5Us#U`4{0lzj!tUa2LtY4`Z9u_3Xj#) z@jzkIoXtDg{k=CgPaUOHnwft%dgALOF%v}C<@)02u#ykkHC*S7v?Z-7l1AiLcIuCs-5mFnP`o*D@<*SOJuO=GtOQ}bT2|mO=A;r7=y?Oc?WPifWLc#Zx86CW2^lAr}`l6m$ z@9Iq?Zs&>Y84x_5e)BNo>}Ba|iS5@m(!RNs9J0XVO*s3lfz_RYFDiAR1O|^Mb(g8- z=v=i~5Y8s)0Iq@xd;_MKuC)}Ol~}-~*r`v*8?(NDkXRk8P7JRV@^~d{CHhvPv+5Lb zB+EzuL3=S@ODlNpZ&%I4-1C z`jQV(6m^&Oe&a!w@Xa7Ld9t+ZVj{hPP|Dq^CKVfT?j4cJHRev=)O$9z*r-Uq8{XJs z_0y#(*LQ4Y+L=MBNW45~{W4_mteaQ~n2U?gr*A;mT>6UwUHjOBbfm>c%ujJTyeK!? zO&*1m+XQT;l^PCdO!ZCnngaQ(QzIHDRLr<>7 z2`cN+vRmjop|dVtn4(=0=@eCms4FFDkQzi!N(gz`(7!4Z#jS5C+wb1vb%vPD0$|tI zd-+RFPvP0_$h-=nY^@1j2@l!hU62&-d{Hv2_+ujjJe}F(b@|*Ew&LHu;da%IOYy@0 zm3aJ*u|*1-AQe&RSM5fj-5=_~uO)j#&O|%`qotAFE3d(kZ-LLv{fo#{c>RsycPjtyDKGM1%=Q#KI7{A>X- zmvPqc5WgyVR#_M{HP$+c#QPj%R@#)$F8$$kvS#9D*o$+%N?0wK3=)05u-!(aY2P$Ul#_enP`R*D(37oNf6iNd$qK??P22nNcxu*8xckiueiIInAx)$W zu;Y{Zf<(vgat_P4G)#)h!H0j|c?2Ng)I!6F4@=n!*H0Q|Px=?3AT$z0S=)KM-ZNf| zUs|;h?{sBvdua5f$DR)C|4$Kjjn^-^k68-RJ&^rTn}9d8fAM_%tjA)!FoKGF2g9H% z=g%2&SOv6HGTmpaS`InX>8x1HpD*onMpc>QkX9(32?+DAgr#?hrc*Tu2RgUWQ{ATH z2MtmOP2*j5wC9J=v%R;%-vqsoe&dLUOnCD^cBk~lcI?iEJ2CR!8|l2A$=)|98R1mH zPyU)p_$b8|*0l%Ux*f9e0cO}SKwI*?^@%ctgQactkoUW%I!5`ysQJ5g|K3k+_Ex0N zZc>HI9Aj5*Dm>%$ zdAmKVY+q=Iv)r@g|1U&aN^eHwF2zrgNgej(B(&)`)M9E+poBPRprIL|4vlk(uzV=e z_CpN+`GT-=)L=8B=XTDG@VgpIGN4nObF#34u|_$0(;@+#L!fsOCQ10+)%RNp%|eRMo|ip={X`Qz;lJ5q=enf$#f7LeZ6EuB8~{HO zuv%QtHpCriXk@S=(Oa_EwCMiZIEi$38rP&$M}M zPV>>J)V@d2y1$Kt$cU6pt;f!ehCDv9B$nLZc5GK~SN_P<*<*PY89L?SihzgQpIN0o zn=us~$a%66_vX1xXOsFVKxKAHBRNc zvIo><-cQHh(yK?sNa{c*9oU{B%6#uvS#F&5Sc>oF=xNF)Flk3AE;vb#qVqYEwqpVV zJz~n73hy9ja%L;Fh)&E-yhVdiAInNhj3z|a1PvQ2LeWjxI~Avu1mI#LjpG7FknnwY zhnf|QRUBuS7)k*m>_N00YvNdOe~Od^WN^4;Fk{lcZ} zR2Fmnx+i#_F42x#z10udQ0c_U^qWij4cN=HL1JeG$V4FHi%ZWJF$Socwkt^OqQ2s` zBM^by|HluR$08f%OgZJSu%cd&o5+!z!X4!AsU7PudJxp1>EE#~A<&>E6MUMzEC8== z7!+hpk`*0jX}L2+(RFrX&!e={_)qG;TwE(RrF}H*3>+@nj;YN5g4ngu25WN*chLJ> zxzZm5c4)IE98YBLUF6|s{bFO2MUTu5P_eNa>3KO&;x_i`>8&UM)h>;*y+0np=`QGv znc1e^4I}(mFJ--z_?~7ZXPlJm;D0yiK40lO>_a4rI+KuJ)S>5XKlCermF=s$u8cl>aQ-@PG!^Z@DhGy zS#V>!asI+KvhI?A-Juh9W@YDfvtnq|L`7#7j zU?6JhJVI|8$llfE!4@JouT!8W{&CvTq`|LQ+HNu7bfBahTHTQC-isRy%Kfv>&(S*% zcR=JiM=}#)>`~pg?0fqlH94*_!Q{CC{MpiC`_cF&!ji?>m30Y7-acHaFP(IdQ-kb! zm&sE}V!E2WlVk7yrH~*tc^?-ai~fCk$eN(f(YL)<<>|mTf_@aA)f#shJFJ$LBWII` z!M38NiVVqRzw;MTJkBs2{Y~I^vTA2Yo+||==o$T$gN89R%kK(11-WdH*X^%w1VGI8 z3c~JDiJ$9cWLQ1Iei#)laLCqc`HB4*rdWP)SHNuZr@iJT91?gh#spn<&sjY#pLpq= znMgk&MwKNfJLc<%A$4#iFL0B28R;1DN(mvD?$nJhqSS=N1@(PnadeYb4OPQfeU>;y zREbg9QIY^GRo>bg@ZK#g%qq3P`#(XOF-csojdSVMi(48Zh_L3brvdeJ=JxBxDUF0R zk#OtH{m)tH*)##{Oaah+WTeT-KR2^QUI3Lqp0+E=&g8^kX!YUQXeUVEF&RrHp|j^> zZw3dk(^{5VHI%w>hbu4{``A769`0%nCZR!-Rl-{RR1%k*iIv@@3#10A_DXcIa^U%l zMw5S`?ZYy!Ye|W_cBZ8 zP^8l2>}&!)fUId%?ax+boOP+h(?;S~DrS2&dXbC)ePc$HB8-nOPM9?zmWoG!mTOxU zJFO{m%V{^lBEA2;u?N`9*BL_@${}V2#tl7!KIVO!wiz9l1gMKy;RW2kbs7{u%}p$Z zv6gwp!rP`-bQ&E#JxmDK?RjnIevmnvpgNl>vjN1y?&&8pD?{cMoMbQt^rFBXmn*c= z^6>$}K4{zp%igi8=BrPo{Cj_xMp#DcH{ROn$%dAbO!tW3Z0Ak@S{Epm(!Kke-6&fE z##@mqtmf~#xC{~E-uJ6K#x4$ty~`Zmrd~36PP*l+J2VS@QXeTI-_1&} zULhQ%#GN{O`O{gI`f?Q`fTQiJvp4<1q9G|9Ga-7`nye%K?GSlo=)S&sz+Aw|RwMQc z5omP3u(`=s(4ZDkHIl3DqX!oreqNwncsM0-d!YwnE;{jcvf};>IJ>L?ugIG#MGi!f zVFIV`W>i@)s>POq1RB2? zRDx(L@R~Hc+L9`^DyM~HEOZJ4g1IkdoY=5i9O%Sl+-qs6p#WJ4;ISV5sJ9k&z<$Xt zbJoP%g#!I`#9r!tL=&V3P{MGVfeL(Cl$#Xm@b!$JT~PPZeUj8WMC#g2`)qBLtGmX6 zjj109ue++0U*1G%wraLEQ_9#Hj)}DspTk!f9hfuK)Bs4lIcW|ibXea@5c-t;V}|V+ zZ|xhT3ky!9`svwnL3HW^;^Njyb$d~PD3zi0f3%Qm zSx>F;=*JI9g*3_Z^O!1QS0E8de4$VHtstnVtUV_!W8Ao!6}RsxVpi5L^L=mQMzA`w z{O`CX{5zxdwXOBoyqOPAcxEROpUsx$l%a2~owMlkk@Q?|zFNl5RG?q$GHQ3W>~;hv z>=ws6HgRv$+`bB-5%;&40ol^fZwW9&KvaCo2KN#o7VG=<)FrxiPOkOXh8>TX1rKTE zGIBf_W0G`lI2RjgLipxwFZcKPp!k)&Ix&drFoY5b(v6V=GSQd0E5D$BktXoT-9N`L zUyc0p`|+=Z)opyX(jJp$Kcg4#OdY)>3dX>e7&&Ho<2HmRTkUi7gY-Q1BS*=12;GLV z?Sl$w=x-6jpH`6L%stnKlscW#Lcu%*6Mn3;IF2_Yu7V}tVtJ$c|78f_d`-kv`i3iC=3rPvFID$Yo2x7-X4Nz8=7O`t)xJdW zPAy(>g^5*l#E9vz61^`esyJ?v{Utq^}2z%BdC*axj0^&hMmK{ch z-9Y2Vs>Bd+E0k<2*IDSNvUh_MYH)!jW7`iDe%DTNMGf3DuUrn#kzBJi#wCsDB%JR< zCTk_FHdbNlW>=M4H*abyZUr1ZuDQLJd|GG5jOD)UJ7@SUS_sIZ84cia%TSI~EmUwp zvZNRwH7A{Epk|ozMW`+DbYOmk{HWizj|9n3ra$G8SHu{Y9NW5F`g}X=i!0bV#9A$uzxuvg5TgZeCZjLV`zy6Y}M z7^mBB8(wy|5b*Ko+qWE_h?uk>F3(pBUXZ0t=B+Jm6$t%Lp^Hx*;Y^l@oOiykJmmrd zw(e3cl7HB>bUCj=#E&uJowZB3uxs*Qhe~Dn%Xv<=Y$)J<1bo9OAOY}Sto@tgvw8!l z$i~r4=^IXqgW#+fZ^4MBq3se`S$UrdH-rKoT2V{-fu4$YofD{9@23@=P6yuZSu>>9 z$+$gCs^NK0)fLe1w~~o&DEPN^-gw+DY!!e_^TTvIu8-uZe%rTlg8%vxy-Vm3QccmU zkh9)64p>{pQUyJVQ-QQF));pQi_3mf=TjgvB-mlaR_4H2;3(q`9AS8R~6gU@|| zC2xt@J?1w1^*zsE`W@^z+~>{~`~|^H^3WcN4Z(V`b@irFYQBTd6YkE4k_V}M0`VW3NoUx;eyqc7DqZ#Am z?kC3IN(n2Zkl=a4vm5DSgr${r(vRDCKVN91q9^s;qp6*!P`OSrNR-ZzkeR#vNjN2WQ#fGZq1P}9mb$r*JuqUf>GMk8keUYaAX0DY?0PK!%wjHR ziJ*wN)o+?u9tV4ZK4Qrwo*#R|7g!5a!dPEDkKk-7G_*d!O6C`^mN^P|&o)TztluhV z7bbRV&b(rVnq_dXmPt8`@X_hkmV^sBb`ye=NVOFV{D}M)PO~Rr$>o!OL0`^*De3mM zjE@k(-^VpUG=-YLZw)H(l3ck-14mNpIeS8VT7fJfS)i}e z)!$vuG*f+rWk-_ss!;W>w*$ZK;PRfPQ-k|+hMG6!7eybb5`5W%b8gh?kw)6%biNIc zwiqD)6+d8i$fd3XZqt0!fg3Sg-{IKUv@#TgN+PsnTfD6b0vx^J)3tyONG>I)G6V^y z6F04+wGcggR#XdY%OK&h^aiww8>Kt!1`l?Mq6}t5uYCzT1`4)4VcwIHwSuRO?O0jRV$^Eq{%mt; z=M!=<&9%7-fE&uu-$T?hLR>y}@SRJ1(01`dZ^m2No*QLd@;p1D3*>C`Pk>q+B4MfHMD z`VP_|uVk)&oEF4t311B`aGA8Wv^GL%yT*Z2Q@xTSUfwCVXnVGC#fkB4Y*<ZRt?B)&b(OrIXP1VA(+L%icBClGm(JAZoV#a%z8w5@yMTOu zVhuJ8Ti;pVCmXQsmX6etS&Er){*cv+yVl*Qn_OW_=SSL4M?q-e&7r4nD`K4cgF{e$ z%i_xgqftMF!kRuLzkw+Vl!&zlD;|8+pD$${-|OT`M>eaO=3ls5%R;!$p4`o;_@Tb~ zdfh-|Um>(gMzp)8{EAgl9u`r4%>s}}xaz$EMBD9nALwk4_6+6WAtwFLaBNrSuKkXSy0{cYc6#> z6(;TED<*`S?$JLaJXIG?7i`#MK&T5IA~Y=n99RnJoT9M1Tk+O(Gx+Jm+W9^ENnQm7 zXv=THn`t2=XYE$i^TA%obp>1Jox%3jjz@uP)V#(xhHqVthVCwv#~pRnI;RcqKz|r` zG*~Yx>qROYKRVjwz@q-Z%%5;|ZKvzwUbc^>rI>wsPe0Bh-eFk9={qmbgiYD2V}Vzx zU^e*W9hPROHs<)9y5nYi&h4m=KMP~md3ZXteevgrMEGo3*QrLuxP6vid zoGh~5`6*qI5#OCawW9Hd#m#SbI@cr04P&0KyLL1km&JbCtN{cL@tr(+VXTPk@07hl zpu-uhuaF(uX+I9#UAqW>5J-PzLF=IkTiXPqSUyP9z#Y@ARa&<&mVZPsO)~B?;~*JLp&DgjBjskjQv`a*7sQVuO?H|i6efPLbh8^%Ya@k@cmm6ocT zZY3mp>SHl@&V~`>g!(nvTvE7FO>I#2ax(2IPfW79R4; z4aY=>hMkq52eKO{7p<^poyPN~t9z<6#1mjbF3^nI+B1mgO9 z2tR#a1{y4@=2_?ESHZVe1}|>+Z#UuF49G@vFRZdgOP`OSz4<=+2KY`4?9_6p7nI(w zJot#Tj+`ZR>d(dL!(;9HwxoJR+G_XPcq_N`tgJ@!JGWCD@}K)j(|KjfD|(Lq{w+u( ziN7hF_WEXaOF>y}+}PK_YWk(dowG?p)7j)=AVgaVTJdwvXfoqsQi&QHAtgh%Rk0VR zc6ke;<6w&lTSRE(IMDg2o+_!GVI==av2bUCQn()hbAWVH--PnyABg8DPY;gNR!9irGdKr7 zdt#LDrZ^`e|Kr1Bj}EQ0U8xDvz%W?`C4tHxtxtk%wfl-|gycIAHZ+_mEYBdZ8XkM2 zv+$=kgET}JY&_;iW;gCMK>m7G#SNQr0-Ker=yGpEAyQozCuuEqm-=5e8G8DGv3ERY zWC~41_|!yK&7@w$7xwdQ8twSR^S`u;W}cn(LZ=c5D|^#e3>>euan+@-F3eXza6B%F)sDd@H-lLn0l?>yTzrbYAU|qP` zFuh%&;Ca|6UWkn^oKqPC2}FL3xf7$sEd)@CHjYXeDr4$Z&;s|v&egd;KNNKl0?9v& z9@QAT<7<}EV`dVaCR`~67Gqfg9%~M*Tnl-S)+(W4sgUA2Az=@kWXQoCt$$W1B;)~w zf~2lnCGVQ~*e}pQSo^$8Y5w8jS6-gUCE#A)80UCnhr*k6pfhKO)9WmST8Lg`?z;V{ zK?il|2zS9oV(n%;?AY|_Uvy}156a(i&C8Ds-Cg}GSK4Vsy0sNYXfzC*Rn5`f`?qrc zuHl(rcGpK8=ohZJJ2Y+~KW_|w?tvZpJ1m4l`=gQTkr`8s1z{$-J97R$2vu(`T#xRL zsxaY&E+#LK{?lD`ep9Te=XV;-xE?Nelv|;&=L(V`h@g1yE+LEhpPRbZ&g>@wh4Ql7 zb|m+f!0dLaS&Hm;`JhD&qd$McJoKe>-Uutq=S{kbPp{7U4qL**b)yvSy?$OCXJA#c zIS8A(e&av>M-lonJ|+oNNB1%pmdW8xemt$xZ%2i42K%b8@sWOuJi`f^4N-})2**Yl z|55bZ4GXpN^yJ%p(jkKXI;gvPM!le7%mBfv`sj}b=ae;G3&NO$jc1YtFQ}x*pXa6g zgZ-f9p}hPA1ybk56-}Smf$po1$@d7n>UT>*n+e=s@Sdc_il=wZ?1wjlP@_ajrc}eE zxpU*5uFros-~L?}_P}(CVu71-dyM(#p36V!K>xenYNRv|F~r|J^FO(q{!gzr$AG}g zu^8(wZT~tF`j0c}zf6n%@ka^rK+dMANO$AS|A&~)|9#{C;i~?(m;HY)_5aNh``=al z-!7v6>BawDT>t-GTy$?F$6tsWRy&(@JaG)Ts)ryRmK6Z+W5BJ(*1v?O%_jaZIQNqJ zG2r)=-l*FwMXC`UfFpPEPF}v4`wr-yvf&H3t`9K28PzpWFa#90GTVJLs(uL7N>qZIcmR3Pe1aLs#s8?V%E z5hp?KP{iFyh{U%bzU_{=8ccd0q4kIh7`~c$7sa+#fRV#x?q{Z77OT0!0t>23usxly z$ZL%hDAR~|hu@hG=IW#rNy6;zaF#Rr&+2ZQ&Q2W8T9X|$Fsz$?2P!9t|7 z>*=Va+hNNF-YIlTd3MB2S;B20p|S_*QvS&u7{wm!dwrIPeVX9}lZ*$lYnb+TA{Na? z0Fg6^TSsC{BmfI{>)(2J2c*yIZclWhfEfl^&^14-d+RwLJ*v9d{|mq^VZg($JAcO;d$qOjx5ay~NhPicWiIEO%% z+_y#LLu!G4NK1y*u4n;8s6B2e9@PMDZ6TJ}-!Gi=OW)P4|H!-0Z8mxn)2U;^I+Gyd zJrtc5gRl^&W5y@*uUPtZq)M^gW9K?twb*-8Cw$?x|1a@v!m6*I-bdKdZSC&%wo{?7 zbzNimV*3^2!RFFCn)`x?RE9yN&m~&Ahs#`b0@MvEx<`S zmz47arlQZK<1%d#t?7DJV1q{oSGHkHK6|bffze6WarN-_CV;w_Z;H)q;w5b}y zo;h8H_I*!RBPrc)O&{8Omz*cFonRZ^senHIJsYlYz_?HqL3^g|h;$Wak{G=nlv2`=m0?g1+XDKI-Xz}h8MXs3kxf3XESlI1DN zPfLC`+TD2`00i7AP|G+Mp~D4B77}|Rmq1XoTRaORTo8V&@Z7H9;@v4zm(qDIST-oa zM^SleD(t}8Gf4Ucu~S9%dG;2gD;(OM%$2-q&cE2p0u{^j>(1011&j+mN=m^Q<}(FC z9h|rp1~D#xY^#Kge`q*QuZq^RUWVNsFTKs~&g=?55S0%XJM6P5%=1}|8CDoL=~dzP46J;Dy6;HHF%9vFi zs2HfT@X665-g5W~gs=}Bdb;n_CxqDp_5YSQ{%(a&R|Bu!GH7r*9ueDPYq5hIHgA^E z5$D52K+;dq&%bHN7;lmN7il>@DN9n683$ZDQV?gGGLxnlVVBx9Vdh-<<9+9FZbQ>0 z?9I^2n(bdFRTHF?QJ?l4sBtN19bPj&-qAhKTX*o0EcIsIzHqW# z#l4xg^r4JsX@WR>Gso*8l{ir<;c1lEMt>hkzn$t>9-+_UeKrka^k(0wY%bGMix?Ns zziZmKzRDTN=-X*fDXgN=4A|NAfYg|Ms{Bbpc4rF+e;+k0x1Q4)=`-u|LwZdyT0diy!uJ z7XzZGA4WV&y3nkoP*Xs$qnOy(GrkqU8!Ln*u?w*Na7k8`qRG6BA*XKQU@Rb7wk7@4 zi{sS_pqXT9^kYwB-5zw+AC47gi?a?){=(ftjLiZ_z=N`P!ggBbL*x-<@{W5xR`$n4 zX@p@<=FC%lY_AnZ5NmkvQda{g%iV7CPhrPs*TLD~>-J7+r9W91cvJG8M?9QR3 zFX|ipQZQ!91-(MN031C^WPhuIZ}g+Y;fcJ~)Fj=^l}NsMkN8-L#hb&nhnC_<87mi^ z##U{JHF>og;o}~U>D}SV60)CHOGDg0y^QtijLzoVyg!ASrL_gLAS&UIh8QiwImE>Q zDR(BM)H9F%@)Ji})VR%DFjFyb>6>|wS}3*bGnU$87(ZqL^{+SVw2d!lpZvIeGON&f zKD7#e$gw~JWkRm$ca9&5x7D2dgsRolVr#K>)th2JF#{szo>v8;>5*!hY#0x*H1s6q z81s^qTd5Ad$TBE<0_p*Wi#4uzQ3m*-`6~97J>l! z+_0(X0Nbx8=DRynpyc%v92iAVPP~{s=2fced-S_0W=J-yq3uE8w9q_mQRkL_DqYyp zz3xQwlD35GZ!Q5u%;}p2D~<6hM4`yT?ckZ1>me6?GjTY@gZ?Kfm|ag)T0ieJcO$Ah z2uPb}HX^FK%3fbQ{h>+h(9%t*^fw%bWtyWxK+4ay*ozlcf>Zgp&?jH8={>cvX>Qg$ zTawl1eeE~MDWBQ$Q7Y9wlsm>eYdou4BP>3@`K#C!tvR0hqcX(N!)bp({Hy7bhK6>f zt>a8;Q`mK=_2c&VSZRyOvC}Ku*(5;`)}Gao^Px&4rm4wit-R|JRe{u;Xj_b51c*uW z&qi^IPOy^A*Fw!xfy;H;H)r#4f|<3O79rlt+QhPtmHEhI@tIg_L-0!cz+nlHU zT0n!8O>EHHG%~ZV4<2(BVbGP2G~cp1X4~fj`3GM4r5NK5KW%SU9;j5%cS-c&P=YQ` z0gRpXIq$af_a-ra|7KBVeo^$jtqBR^6oGt3lizrQ+C?3N9H3n!uQz3r?6%&YiUzRG z1F;!Q#lX)CJFm14OV`{-cg_<;?xe$$ZBgi#12cCqFWeRM*~8i9oCB&kc={T&%|Vwa zZB=ou@M-|?QHJ2qTyUjjTyDc4_LnNAsjO^~x-^jam%Y<%+M2QsR+ACjI_|z?OjoT8 zQchX0AQE@{Vlvnts@R5~P+H6=c*y5D)_#IC^GLHm10@?Gj>gRyd;-`?H;lOFN?HI- zFgD2FL6IPi;bVMLV6DDk{xBh+H@{c3@6c)GRd}WJU$dtSC$%B*vwlQuUn*IM=aL$+ z1r4Ur!4yX+N5Ll%?83!q|GsU%m60+^DOIbVqr#d|60LV7v$fqYuY0lksgE=a$0t8= zULtY=o9HgLY)3G~J0atru*-nuv1#xLf^0BswRND4`V3I6{Pvgw5gu*#)|gDpB4zB9 zdHYj@ahgb00CSHW+6e2izVW7?-sDxf<;a{|LB-FfthFD!x+AHeP(6E=@A2&Hz>Eb) znkjg2a1B0t2*H1O{fCK-F->Obg*(ME?ilgxZt)qHVy!uyus7>X5;a?2j*;IUkNlOY z%!3gTY6kPzxYy+2ou7{iis-0)Ezw%nqE@HP^^@b*1-FA5EiNE4vb4T`aLkU`a>Pko9D+ z%&|R*vyBZAx*HTMmOUOKSMPSNq*}2W=e*~p$h)Zeo~?IE9~y}I9PS#qs{ZL%%lz8e z(d8_G5V`9P7r$O?dvbVkrOo6`aSRDY6pPP`hmiSaQzdL+_4cPpQ6&rFy51*GeeZdh zqp5f#tbAl74f)Uso16ONi>p{9^!L_RURS5QELV%DReqVR;c%b&!>35g0{>-J4ouND zm)(ZwA40gwvBQa%njZ4pZYEfW&sErm>=X2}1qHV{z*Yu0b~W_D0k#tG0(>%T8_n+n zY~{_H#aiugO6A-cX;OFOljF!)QdcTnHD{-pUTV25Vtzb*E;m7Mo zigoU9{~Zt`J)Q>u#zH38iJ?At<$z&)5pCF!ZPqm6{j(vws%vmTKN#x6lXeAyQFJ69yL*|3pHM&^x?-u3_Wxh!``>c*<-3?No`sDnUt(i8Jm@e z>lexE^;Tr9Emvyd%C^N!4{2CYYL2uTbWQ7-71(x`lBTDqK=jeL7?xQEZSR~(l+$6VY;ju3~=c}l6GDk(%X<#H@h%0O4Z59s! z%Si##1?mEnQlj{nqyr#*L4imJy3AAZMv&{eG9p ze{}LVsEI4mdCMJo2>FhRNI&CsyQshVLB|4qrQ?>Xtk1n^+}t^SxQgA>GhAc1MArpY zhgQdqYa2y{su~6v`%?NE;;!9e`EA-!%G*~fmwg~}5+_{?d=uHf1nAJj`^v$kb)AiZ zs7?1ZK>;Mqa0ldTLaaYyEQTD}&24wqX2y{u`yUQ^e9B`~Mllv+Gt{lB0s23kW8I}U z5!$4RT~ndzu2za7mFusm0doPR`N$rlrOEor#)3?{WEizJ8cqaQ$`6C#>w&g0uz#ay zqyXX$qG(lwC8dwTQ0EXrj!vKa+fK3+`RB1fkb124>r|FO6azutg}8E1pK9Gzr>{*Wc+Mu9^yzF)QjvBlrspC3;>}t&J88qB;DqfLWI5Gg{|vNB6~5XnuoP#2AqpI zil2v9-)v+Lm(;Q~nXle+GM1XA&U{uA)lxC&E9A^x?DDRb?<_pXi4c{LbvsN;tEyd2 ze2U^kH)%eRy?At96S(C2Gz;U_XM-6uC~ETj20fPKnT^X(7u6|2rrwRZS(I)D2M`^9#s z%uAnfixcAJPRa2npgiJgaE(jfR08*(+@rMpQLOpciR*s2(@uookJ1`^}yFUQ=FdI{Q1?wDPhGVa2_wW=;pvTP>Zf#r_SK)GX5xebY5b zeu%4^7}P*Jed6ta#B{i8R^+%#d(LrlBm4H=3&L&TnaMkj>whHD2hmh@nh?((+ITXkx#6h$SN`T!Pd0%Syvh*^WfusFH^P?NKE-`mk=7J!c%G^e5Nk zv_)|{=*nnzux|df)b_PQ*A13* z-5F=X2;i8VTKO=v7KU_V9fvE^yik~l0g@29mYH}|cR|?(vphJXqi#=Ag=Bh6CFPvC zo;lWUUOMTb@7r*U3R92NZFc(=Gszkym!_m+#zTdV*Uk{OhdEJ2Bt5~qUOlv`GWfj} z7z$$?h;OIB0&&!zR`}}aN#LA*IhQRBH`%Ch$5;sauGr|ak7v$JJWXOnd(f=hFk}0) z`MmzQL*gT|%_;v$(Xw`|(*jlt+*wCVY|)#3?dC0tDujg;3(k5BvS9ZLE`99zuH%xr z#qa=DxJOf(6=xU0U?~_j{)I8w!<+E#qSb%B08sZc)_;B#)cu-%3Eh^jw_ZgQ54aoA zBgHBfDx2bIR#EE4{oFL(Nh@mk)$YAWNEQ=AY6|F}n50;iA7qMemtkH}Yb0-gnN*^H&{$)|Vc36meSl z0V>JDa0pc6;hWBu0}VC#&u}HH-@hIDAyDOh;NhVs=M5LsJ5uJ{2m705+|>J)H9Sjl z3}$caX&*}5A_C&iXX;8A3YTi;DiPgWqE7;@yOS4uEPI;h7b~6mkA-P}lbyfg*Qb|^ zTN{hy08z-qk4It{Ov6d?t5ZN+U{?{mn!IBmM<@+E61F&|sPE8RDq1jX7FuaNb7eLq z-s8=NBK~GZ9xbo+e(sR30wei-X2#cP0G!l<=AP7Y?%o^Rsw8Y8zWA+d88(}1P^m%O z>HRNmvQw3!NpRO=y`}Uc-Oz>uGsDXU>^IErjKy}C8PvF4Pk3&vLRkOaFt7;DZhWwO zW&wp>qgdIZnUJhymHiE0l=fg&=i`WNo+I>yHE4v-%Wy(#d_JNSz$P2TOy+s{F6Y+j zwc4Us!QAd0W_eA@goZWr*ZP+=`HjjuRCs@E+vp^KQ=nF!GVs3uzzcSGJr!xXEzT5W zfd0hI9>d}e8_a6h(#q0+;UsVv7j}Hfy%Y4s4Kc=Vq^GNNGfikR4lhIvktemt-$eOJ zTRnW}tFWk|xF?0TzK3YGDHm8OKZ`bvf0-1Un>7zQCMmU(2s?jTmllf`#E06{Hwt6y8~?5dY0%e3`Lu@u_OHpZHB zw5>m`lC&gsN}eCvGN&5P1BTAyt$J9q_#dhJ@e0R@EBRA1{z*(r?r#L{jv}yJ_)Wx2 zA<8&+OT=s|>EqT7`@=a~KE(mn87GuACt5BktGp`%(+CXxS(HSqrswSsKQ7!k5z|kV zsM&4T%+K9qa}=_Z`q*aD1Cha$I4poxZ>s8P@Ab_|q(Yd-xba8#Em<4f*IR{kKCzm? z;ZC>hH$&K4uO0&xl1%b3bg131mLac1V1}109-UF5nESq=Sv^d3xsomn7e1jg>J#4- zBph2BSe-}|#9QKo`-~Z5Ykg+X2UsHqk<(H*;r2fI^MUOM?t%_jfK1+TI(d<;SpWXF zoK=Ph7PjT;vN4D%4SY4p_3=AYx)A!>wbK6n2(i>7;ptRzg)-ZQb@3a>oq&nATS2D5 zN=N99T!4|Hws(PGgqVF>ww8$*z7T&QjKr5O*NOv5zNxS%Fpx157ji@ieb&z?TR&%- ziEL2N({saEtS|go+(grUgq}O=o=AW#?z>*O_NncDDfaHp3yWNcDRb#lF^(1fexYKO zf3S>pec(ccIJ!_ai2(&mTKw2}EmN#Lqi^D+`dha506AwGm4Z)Lf%FaU%hbSJxgIcd zn0n(AM{ABTtL!=8Q66B%9-GzX#}>ms0H)-@)yA&HjGUp*Nh`(ql!X-em_+h0^G_W_ zt!DtE^CX@~Sb14gOxsMB?{9+kWo|5giqFf3e~K@rWpJaTAm1-?$UXE>Gm3i?*15}I z`*{P`%1o1s4*$jGPTclzl5G54oUEQHKl}Lb#ieC6uikLBvnWRd!`Elz^Lq{f$VNqm z`4eIch6P-bbH44e$MG>&K7tJVcu?VvP8W<}xRO#$@nMiYuElR6SF3Ih8vU5BCKwUD zjxtpaI{Dan7m>(2N|xL2Q7w~mkmMcfQ?*;Bc_bJ^o106SNEupg(IT=#YnZeGNR-;J zQGKNoa-2_$KAH?A)G`+shGI76NwK~prZc(3WG7&)?j(K=>$ZKHd9z0J-4Q6C%@5$? zfyOJ1eC#qPV26hpMwwE;q2<%su>{+S^HAka1@pJ0H%wJ_DGQ21S1lt~lM=c%bHz@K zCL9#MzhI0Ae%S0wLnF%42i;^H+^%-@yZ~!$yvmhdJ^2sa@QbEo9CSW$WW^)lqFuE3 zZ(&WB5leJ1j--{`J5cq9H%Lm zN^oySr3d=P$_*@>JDv@j2oYt(xF2{Fv^ea8uJU^uic3=j6As=%WbmkDJ*dG z3$^*Ncv-K#FSaTr(C)z?0#c0L8Y{P9tZ~%?qJu%!(QZBzh@%T{sSY4?I0l5V!El4|jm4lLRy24nLpwEt&Zr=tbQ{zr znSI52%M3erAow=P53fqVv4M$YL!CsFz?*16#oWgQj%dcnJi(PUrxA!ki++#QT&Y~z zblwRs9qaCa9*Qon4;V+EQrJQF&AZ!PwZzS+e2P23goRmzaKn zZu{j2a!+-sbAj`LkAW5?y0xmds$XkA$pW zx`)t4+jou8oJ|7my~%3dIVWGNsk4qfVaYI*Zitv}=N?gr|Z$eRH zJgZkpG>fm2$ZQc-#aCo(eE&=}^T?hrTno_U@V~bHOgD$>4-V7q*;+&qObN4Oe*LT& zrzpygsh8N5%+_upnJscF?bXUX+K=Z|-y(`NRlJJboE}-$kP`u!>%(lGN0F-`(Fl<& zM&9|N8Ks`P{PMuiSZ0MHNPYq;e}h(LbxGUr99nQVw+f(2>skH$GR!QJk4g?O0H+h? zb$%wSY=T&TlEm6FXUI&=#K^5x`pr%S6t=a1B+W4G^E)B)q!*vS5=HO;duH8TVxE(2 z&1MVtEH9@a?rxe7ab*3{M>7pryfU%UEbW54c_zdY0qD~TkYr|=rYBAJ=wofCQZO9NHz!>ffJ`7%p3aA~C!G1ykZQM}e9RdkXv z1}$OgvU2DuAS7i`>djM0Lj=)hNbmYTOO{E^B=`H>_3N~9BK9N;wnd9^Z$SA|RuYr$ zm`&a_w@ujr2e9%xnQ1!_RH_%se{7au-c?;)dqLLsPTk*;K>8>Dx=w*2pOdFwY6pdLH&c^|Y0RcJNQXC!$U9dS z8|+IU=@z^g0@jemFw6I1#KAz>L-)K3uQ&8k9b+PRRdz<+-A+L)U4oA;3%rQgb*fy$ zIsMXw&64qh8%a*S_Oop^HwvG9hwibN9tEt(w=v@A{p}6BoMLpRD}4Yja#0P4Hp`TO z)Pr*LRddi%?M8F^a9V=I_D7TecOgkTz;%rACOh1a+jB)huff#L|BkyoT2Fr{BVW3t zQjnH1xsRyPFN=Ol`)9BkdwkUutmeoc>P@vtd>~iwH2K&A8UJI49o6sctMNlnt4Dq;Nw!ik;VQp25}@)nm4+e5V5k_sf%{G;{GW@)7No zeSF6)6h{hxz`qXd_qv`^fB+fTmi-!d|8`l9P8a9o(URNpF5s4{s}L@v+xdGh;%|HnB5QZW+E(BX27%;d zg>oJHs;KqLA;KJnXk~L1jikw-wu1)2>J-I8wCX3=#;BjYUbY>rTI;@sy|MWMsuHt! z>1uhYYU(wC>r{6I+#F+CVM+AqPakvnv+=}^l3oX=OEp}}zjdz%x<)%07N)j`#CKM2 z#pp|8(~*cZ1|V+)s#SO?*#*#bDAZ+nkQN3J)Ggi9UET(Mk5P`;CmUipzWM zSo|?LBx_pK=d=1=wXiF!@Xg2_;n{~0+Oz)zS)?28!H99i z&U8+*Q}FU-Z|lSjMRA(arv0z0pU&j??xp~aqQKTjX(z3Zz_H92m!^0o>g3Xgs4N8>Dy~)H`1zDXDG&wN$ffna{(iz;wt+l9smm!hKtuOy)C+=b2&>Ex`{p&UY6qH3 z^H|i@qXsF-TAM9oy)1KO*7+7@_5k6$6*TDS2xT@E|7HBte?sw5JXt=2vCjMIFIEn1 zNg7;kIvMwp*E1S64xY3v2@n%SIBUN0_zN#O@>G-CnaZOXo)7qmPF+qVKQ(TPY&`)w z8ARgnV~E5l{9nq=EgO!_rxs5J8=O^C*VIM%6F+hEg~EmK6_;enZe7HA~ITxt-X}f5yI7JoWfQffqkmi%bVL z>cw62zsN78GLo^fmCflq8D2c;ZtZo?W>N%C9Q-W^ak<2~`^u3$w)}E@B97P)UNQ1W zjjK(1aT)=%_p7TCGUCIJq;w2T=}FcKHD>&=YL@I%M51k?nhtc%d#ugTPR;i*(cZ6# zA`aIa`=Uu+meT@T2@lB+vh&`c=tq&FQ4SG2aFKzmn$4Ua#==ix;>LiPzTIEbx|0uy zS*gbmz*g~V7S%W|c(Z%#{c3KKW>u0Lt+M2C{nt4_oIM#)pGweNkR~)Y#c0Q=?(Cnx z>2%Hf+vm0b7~D+o1JZpv#Duis?EW84{*5&Z5C~gR2mUMl+!3VWw@8iEzD%}vHz>QCh0x~}DySib+g$>aPegvX zN#?eWgUHGh0zC?Q2GImzG3+Zl{mfcH9JxAFUyg*Offpz+!p@Ynz9!Y6XivlH<(+Dn zY40*wQ|HgSkg?1i)NK)Id&&Z)4)nF5lRq!ptoXaJu8VwPsFRx4usFue{Qm?f{+|GC z`S4L{T&v4uGwLki?G$~sJV!bguS94<#%tt;UuZXz`BSS6G@R z(}nKGtjYj{$jf0aE*g+3=kg^{15zV-sf++SfYBQtYrIg2ds;+l5lyviu8T2nDXduk&a|Mmtx2w>z9t*ZV$W;;RNo4fvGV!y zTb&Yaarn*0HvTVC**^wk+Y!w<& z|ANo_QV&ifDM(e&;*ryVO2nmrc!)r<{B99XMUjqQ*B)9Ze!i<15W6_6xVAY$3Yv~N zo_+SjCNRmsuUIA;ebD~9&dlvz&6J>op%py(PV=nYPoJUA%g)(ie?Dx;<3nFf`!tRW z3C%E;6j}b{b#Z+bJHj7dJ!Aj7=bL>(nux^y`qd9fC3ElkUS=cBznrj1-O0Abw=>x|h_8B9zOMC$G4>y}#P5gq{(o2#5jHK;i9YDR_yqVaz^&%A0bn9yDbgX};XHb4m(|!j{c52}SU5 zw6PEQ10?$wxJx9#U1H=@Yrrx)HhsPrtf~|T`BT?uR+Q}-7~@-bT#}*i*1+}5n$N|W zvYiV09tKN(eWRQX!K6)vT+SW-QIkxe%*6(jAuH3EJJE>4{=n&4L;a`n(#l`U#gy(m zQQd2(1`Dd8q1KEj_I?#B%KyyqQY)gEmMHG~#T2_CZOb@wd-}6^CX)5E2w@$*B&Q(# zEvXm(^jwna505zlW6xpu<}abfFC@Rw$Tw@bQwm|zf$d1m%+?>KU8%OF)BD+dPgOEQ z9z;rCqM`l?A~nxNQBfyGC9wLHl)m<(O9g3W0!idc#m9#J$cD%9gqA_a ztwVj{UgRqJ?;<{Aufg8v&XNo4PKXZ@_b^YKC+)b$FPQk?b ztaiMnsfXWZ;vgzR(S+qsiw}Y^LiYd0p@qBszPS&4!zNOM%9e_$E7(GRtvX# z-0Je)e3g^j7=XgQk4aA#-3qXmjBMsaAHxF)V>o zabobH*X=NiZ0e`(Yp12Y9}V{$*xQ)*_R!PDybMwWB^|YOnbLcC5yT#LbhXNL%kp&^ zW;&DbAieaiM zG-La5wFsV~H@Aqyw0u6U<{OYa4arz7mb?=&bK)6%5aJbG+AFaebMEgm$FZKPN#DU{ z#bvA@#jefq#lV^S`~FXPsUr43i2)3&ww}tNDqvGk@oLzY=c#8Et@nz9X_Ol^!My8G z$<@}aE8alt5t8H$Kesno8VyX1p2`=|I9&oV&-d=0?B(q3(ZF6~pfA}Em=Cyl=e_+N zSYSA9?7wXREz54aB~vs-Udg(r?W4Q*+Ud|M(E0E;-m{|rQ5MhgJy=SoIQqd+k}v zyV>CzR~T4{_crL{Vun?*k{y42M-uZ#0V%(@`CsPa^#}O=aIFS;k82Mu?Ee^)9O3r* z)xV!;!ZpG*d3E!s(f`X(>3<}#|6l)jN7vGB>N!&dDe`|h6 z_-vM+FZ{jda7%3c8Sa1f-F{H@)3<%T0$8=r^<@aPD*WGH@;^^+&+hiaUEXJRo7{c? zv@Rr2dZuUH4P11!ZRf6XX1Ow9HoLj@+RgY0T`0!exAW3al&WWwiokA?U$b%<*QI=f zOPFB&;zcCC;O`TX#;t?=b)oC>Qb&y1#EaWH=I8~XCETI=izq}n9!0H{L93AcCf$G$ zR2Nq*q$$w_+-MgH%ezikGS)BFhF9$R z=sdIU8Mu^W$6WH#%bek>DS+$4_=Jv|_BiJW+8raW&*=fVNR8WlqYL8yygSbh9N|tX z%fYs*Eeya>+?3L&m5(otI~wmnz{3zPR+UaGGFOX5(nf$NsvKCyz4Ov8yqQFF z>7RKao3>%o&t5m#CuvQNyj%S$TqS*7(pyA28X#RvIVLpiiL)5+p(w7FE3{R78y&He zu`YjZr&Rm=wXaRbtsJ;mn{prpmjN67RC*0S2xgWwMG8A}A8{EN>y<4x{@9vpRoKCU z4oaunzCR^9#XMWii~z3H^x;>qyv7D>+I!5eJ*6a+wq7m88|tLaM)T!)Be zT?ex05;!tEBGis~a8-FD;IXFy_!S{C5%eU6Isu9`dm&C&+~s29tpkXAuVOUqha&}4 zCJ|gAmpC6|u>pcev-Y3MiFWyYqtJ$DzLhcq-}ol#E;?!bm8(74276iYT%*id{jrPt zspE*QHQdxWh1QJKw3#WR41k&+Ii&hSv1|6&(2E1_oMj42>hF9kD8~Ey0yP@Hwd;0v zG4qFtwY3&0BuE5J~`8ITdy}d*N4py6=Uu(R6BC1fL!s<6MOwS=G z`1eH8{Ue{s)T&19{kHpmEGb0x00CX}uCn(ckX>f`Er7$yY72WVlPzuKKlj*|90-&U zncaL+C1@CW$xxN}qxRlN6>;FiGluUYm0@XVdzvzx?kM{**k!a5i zcSLWyFY$`velFF54uOgs#7&-BYRLdTTFzVxO{=D!p>X7?Ypm9K3wbqTW2*IUfyZA4 z%-VrP+XfZNo+&H6moXf}ZlW)pXZAiwNq)BSQ9bHLyI5FGp->&M4QRL&xgbWXX?Gjj zh6m3#hC$Etl4|3rOHrR2fW9!K3bc`&4AE^S^mm{1Hjz8L+IypzU!Q{G-&=suA1azk zAOSZnCAjBgVNmnw`6h)RkH_~569#(A;EC9Kvo3}`;Wl8slouj=$d5oLFtdzDhm$82>;qOrje!AmFV&p)=6D}3AIbSB;6Wm|mu!Gymg$)>R^W>Z7s!VZS zwYA7EZv}6wo!Oo<#A;aVON5+(GP}defcEY3WWz9*u6mna`krHl2s8-L5>tr2z>dO+ zSM14^pe{3dA$c_kyOreSKTra*|E+TuyYUn&EJp+wlf?yFfM8UDFSkX9{oyWH5ZO6! zteGn{3`~%uS?fs@5O9FB&{;KOKX6>se#_ehh%MWoU%@3u_l<%U18L_fp0~iE^+-Fh zoP?hL6LBzk;L*I4o zRhNkDFh(8;soMc3ma?s6T0+WOF})r*Sj8kcA7%rSn3mfbb00>#+@i2MB?*IExvmgP zIdiKcuw)uo^^4xub&9gHuum-F4FZqe3DCm)ulob;Rvv!};G_;e!`{{$hiJ`$ab~<| zty2q9p`vA@B2UZx$k;yN`-*B1!(>*M{^3e#yLYcrZe@FO&4-i{Ul9O=Yjsh)`;Zfv zYjjlp{tPNv>);Zg>uOmcqc4^H^c|DSeAacv(J0A&D?~s*ynJ3BG_n_>l)Lt$q8VaH z%?VDuF#Z)xZwCxmsTPwcLCceve{{wX{Ik+qmQ_A+=1^G!7$bO#dPDTxkI60|rN(>J6%4OxN75=U`kioLnWZ{gX16H)aW1&^`ivS~%?C;Lz3>fn^nW zfpT3Oc=s6C6-;wy{=os{_!7d@+)~plq4nq(_I8h|A#0L~qI<1{mfg_Wv1T&-%=t*mxnRNvLrm@ButrmJ;JL-Bp&$a=|5 z%GHz?Gr(d{^#1$9?`5+Tmg{q7rI60E6{74zXOq>(#WfyxwNo<6v!!a+^%qt`6$0&S zV!zj~onIfhxvd8}KKkreX3gH80v>wN?ni;Kg?ACk$K_LvaC0C^R_ON)5;e^&+-He{=1K;H5XR7^t z4F8)pKJY&vd#P{B&))FwIfDjV+|CP$nB*@rmtPXUzjQZh<4Ku49R!qPZ4p+xx}_0Q zue8g8A#lGJwuRUzK{!1wcFO8|$-euuct8SjnlCKB?b`t(I#4#7Rq3Mqj=`V!Clr&B zhqWbB)#ndTG9a;Bb;D}i2!TCM_#D`}zFbH@*}MheEJL;`)y6MXLZ$J`C7uoDfDaXA zx@%M|ss_H*YIv9@>p*16S^n2{7wPFsfl@M$tsBBm^DM&dOf+SmKdE7dHcgnmfSIKJ zo&@jDD@}e+#dpNNbyGCmdza9I{H2PGXg~v;MSGtODi{v07h*(1E^zUQngxaNPV}6@ zpyk;;9(nx`e$SON7re7FLWi_wGS=v@w{j@Judc)49j-Kq@dP}%41U1{;~a!kXw0e&@pmO7*qm# z3!}#Ocw!%Xce%U9Z^6vXYrZ`?!so)KfY+9b={9xF)-?3gEm4{>|ARW+g({G@eN$z= z;JT^v#CF3mn+;HLU@`t-ZDT*;I`*o%J(DyWIJ8)tM98U2wF!`4Z{eLm0WOy)W}$Y2 zd>JbE{Xs|qDZ;8F#E$C&&?zMhn;Yl$CH-6n)hGE?)bl^xPGcOtgFc>-?$a<06=e{g*Gch&pO!?=QFjQCzQkumQfi zctn_Qlw1nenmlV>M3n_pv?6rdW4@aYJ|aT&Ms%?5krqK?$GbJddwu~oNGOj0rt7O9 zOS`w(PlP9QS|rsWFu&vB88eEkY}9f$jQ@z@V?N6EN<+vU{%f_&n`4_?1BE1(E`k}S zlLWP0eLFNYiK?&#yY@jro$Zv}Yq>)it74S3Tvckp)XoxzjcQi+k-k0!P{rGb*$TdvDcRO>1fv?1YVnF7X-_?9DAAaW?o@OQDk(ucOH$}>Nc*g6O%m&Tk zAa<1IK6n^4iC$L~*KK)Oz-AJshmmj2q5MxF=N0)~uy6m2+1qKiM`jjwp@9!VAS)f~ zMEgw9E|G(Zr#r4V&n6%EzTj$8IQPMR_L@}u$m76e$FK*pICg_Gk|ercTU?_b;1&e_ z{_E(J^a{SHEEAg2jf2$Vjy1%Zo(b!aVe}80%Zh>KH?; zEgL2vDr@x)P$USYV$PTrVl0YT zCaI62*8>%l$>l^*KCgAQLoG)?B+VdyaJI1=1+0|jTDLY52iYmPcW6?GyB@|f#0)Cq zYWgZuh}2dyLUBdZ~iyY?>1QzO(;9-8WFn=|LA zu|M2ZOp}aFTsqiU`f^@t zF?-)Nab$>2z%?uV%n;OxK;riYs@{_yGaEL&<^S6*QLNezHb^4qtE-uuKzzFGc_oEc zTrbe{ld6CLZZiUC*IHjYqg-wFD)ys6YOn6#@cn_fUSoLIJR(qKT}=IniZZ)AljTOP zbCi_Xqv%a*Pc(}?M41GEWs2`8wdP6pa$?%28BHtt!y4rHHR^MU(J|g-_mVKl(tO#! zPlVlX`QCo@>+>#9NM*QzO73I8MFR1P5LC(XzO(SxI9yR$KidgiQ?#zyAJLN;Fc13tFCiU+PwlRFbNfpOhp{hZ zLg;psrAT)5bP+_(=A_89s?|?Zbrh$&{hv&>>m=ShXmZd8)51#)KCE$`v#giNtDBjA z%!9b7$y{2rMX&N{^NTf0sgZ*>@8}Q`68@frBotkH8{o_4+t$;(H%QSNfC`@bZzvJm z{pEi8=#sV3nT^X?ZaO8^&ON)@ZjTUGs%Ip9APv&Z_cp&nKev5vlreiJuTg1Iv5~}8 z0B9GyDLE%aMFMGdC$~`9F|x7@hgM$QJ9Je$#a?U&&geH;Z3jl1^wYQtGlwWLgr;_y zqnedK*ao7KTyW35F(Xn--lF8Rs(r(3*v|JjDX!VS+mZ4eyGAGUrFp0E=L4>x?M8@C zdC6jTy-VIN?yuS%g77)~xaYl&w*TKjuY$<7i<70QSXf0pEF)MuR#f|)>}ohXCG&@N zB=$o}MXIv(Fpz)K-7CIkCRNl|xlM?r=m0_*XQK@9bXww<}iKgLLQ&NP? zU#41uUbV5*ecw7~quAyax?T{i^R(wfh;ct_bLMoy9!>@`55-MWBLnSeyb$Qm7V~O#eJ>wlg20l)I9{v2sUlv^Q z8}FXOK6c8=B@5Y(9|gtXV6|a&b=Kmgw6`0^&T3D{P~KLW+$DP-@B0Pf%gHwXCth<=`=(j#N38ExO4SpSB;|R0#yWga@izQtw28kK09XE^D?_DCF1VB5 z;`ph#M``>dtJEDLIgY4Ngw+im$A0g0R;>7>^Agv_~b9!bMxmv=d~bWn6DtKO{S_A(aHmV)E<(F zWmmalQ>QA9nGdU^w(fR2*K&EB+sdtLE7EyvU}yF-c5W$W)=cd3e=28}D+G@7`ARb%LUH!qzk2l)PQ8Jdk<&xUUy3%FezG|8a)Vd-pwfujB~QuL z(&sQ9f$8w4U;h_nZynd<+xHLKfhZ~s3J3zyT>?WyL|W-axMaDO6sY&uwZ2HQrQPv}IRKZ(1o^D3t0ziCA^xI@imT^z*N^nOu3V7%%Q? zS{=t<`!w}q^Micbu(m{U@?V=4GY+*jZ88?NfqIMlP~a3i;TA(NKM13KI`x=^yUAjg zMyL6jZlq#g&2v$dUf-3_qkDC(z%r#d0Ug^J3UJ!59LnMOnckku>7ENBa_pt< zQdeMT{4gl4pW{v^O%u8PvW+`^W6A=rt~>mr5e1NzP+%hw~LXLavz|DhWb zHw)Gls{^c=#>!Y>4FPd<{7|uaNPJ&O)!P#WN5BGFlFj$+Gv0f|?dQSDSB`A*5 zqWX8GcUtHi#sjJ{7&KCuGhY&b&F-1+aohPFM7$vxYP(8CO)8NN%5if}r4?x4}DgSIy7`6c#s+O6juBGveD7KDR6#Hx}J+A2#;t3JE2H{%Q;?Ds731 z(?zAIj&s(DEje)DEZQxISGy)IJjeCgwyB5Z@y}MK5t4YHgvjZ_{=3eDy1RaZyRItr zW+ElPIIUBB!S-QbShWFD41Xy2kA)08lacuF?(%6WpCfAc7Bv)*k8DY2yIcduZ{tMS)OrPe;*T}!);8`&+6FiA6!C>#J?J^6z%++Bd;cS%Wn zVdB2{BxdHlLh3e70P0u}#qVfcSAF;8_2!l4+OA-`=!-00UB&6$dFY>)I_%-}*wkYn z*+XPgoM)&?t~XZWdp~`iEGLuH32Ztf*T;zN$}t{3Z=?`C3>Bb<7h3PHxxjr(oq`b# zciQyQj1$^GwuM#fXC#$>3?vyjl2rrQ!EGHz#!2pgh?)`Uf#l6v-tGpe2Enf1ZsLZTX_k*OzfRhdPzR)_chN|IjTRwu>@t9Vrq0ai;&-eG~va!S13NqA9fC#KCw$H*e!EfL2x9c)`4 z>zgcDo%mI}ziYc8SpDw#gWNeM?=I2`J-fWZh#Mz+TT=1_!5i_SbvB1)!((^!QrA9@3A$Mo%V zjX~n86s+ccH*MtmSGzC%lOE&uA}XtuaC<->Boc9UDH#MM0v-KtJfbT zPK*mbU)?nwGOPLq%#cT^ukUCdh?YK&{fVwP@EdS3Ig=>=^U)t7f5^76enhIXCHUiV zd?puNEXBrl-RgPy#U6B!tizCvLw8 zDA}t?@r?2J+3hl%L?c4#=rm30aqbhQINT~oq<@xhR9-}TP-~5vhaPzTH$-i3gPUz@ji#WHoj8ab>3|Gey0 zvY3?*&!2Wmp3Hw$%TUaX&JF-s1q|@mi`68&567y~SezHems@m_2X1Qj@J z%h(6&_X6B$P)*LX-{;x3#7M7~%i|Ps+-%s=?>b?1ARL`Yj&irId`c%`cK8E^zzd*A z>!4S9QZjUx<`{p|ShN;ZJjFhkBzt~KLna+mBEA38`Fw~p=aSfMH5BRX&MV@D=f{=} zF>N~+TrWrd4zR(INwKF?s=64*X7pV!{1Pug8g-Dh+ETbj6WG^=dky%GKxWZ2Um&R= z1Cp8|INez)DfhgdCv#5lYtw^tX4Avypzooc*f5>u1JrW;CZRGlGOM0CskDE2$j~LV zX2}X$-CM&u)>gb*n`m-E^^g2vFlEN4`6_-+<}m;0F-~-%=wGdLy5B_auI4nC1g3VD zdTpQeT^FI#5I#Cm?|}1Vh$wj@NBYL=(^}Vsy`h23^t$xiH#RV}JW)oJNW8N2XIBzF zmJAkS;I5exvRW{K?Dc&Z#5`{6tON6e{ABcGB9cflv_!cxWV!4Keg~vcPl!cUxG1V5 zNv#`q)AgsJ%##cH%K;cPvFk?Wz(O)zFyXVwrFhjEo^c{+CsQP(W$`98GJuGiyCMBv z=>x8mC-|p;4&mqdyQ$vjteQqAaJ1^RX=X?^%@MMP&y0FiA#=>^6iOPQXy4CT`infUy-(AybDlfML*1kH6zMS z8XA|>lMmSg;R&F%uR4U)e$npN;@4HO_lQkC4@wya za@0;k=eM5eGDRJ;hs1=$1sR^mCf}5{S(k4il7eLq6C{LM=zhg}(s1dG^7!eTY2GRu zOF^(A>h)-{q&`c@pO=`nrGtk~xlDOQnSk)W-==#uVT(vN87uk6mV8`XM%U0J3ps66 zE~|a+Y}NHQi(Rqip*)$HTL(4AN_{~zW}|^Fuy>p=r764D^ts>n+Gk5buuV$RK4YdX zQYMhahuzEN{EfdoACP9LFU$aQ@J@NdgWbz(3YdMq0$q*KHgh8@B-ql+#XVI2iPbw3 zqb_4-b7`+8_PzPowWn_-#9Qlf9#aBabJ(`RtkFhvZjJ%=zge00bgB^fDxjFCNtZLr zA=rZ3^v)XK`w-08o0V@?SqnHFkAXnQtk%mq6hwpF*jxPb4JdmTxK>Gd#nt_RLSa^Y zGvfnmOqakmjG`O80J^+-vgBoeUw7^86~==fmoF{2&3(}Bo&=Dl{7EWc;fiAJX1O?S zy`A|5Pj;%NZRt=_v*xGiw!iEBD#d$+T%p&w#HpWt`F`L#>rQWCifhNud|i1PM&Vj# zz8QHL*uff4B*(5(K4eEe9TboikzE}_x6R0~BBhp`=o?2($<{Ey=`hc;QDJdsjj}`v z%%1g9bwj70JXK&chc%w4>QfT%^wq#eQa7;6|HuLeMC$s-2<*|2`_tns<~9$G0A`^# zx&hzt#U>Yl69M$Oc0rO^aEk&D0Yxe)^*YhCgiy0&`fHYY>}EXdhcA(bFCjEFyePVV zX8^mBOsLF*n;&>3nLu{n;3{#SR7lC-+F7=b95MRtG|_srcp!&2sh3{yqMozTxqqE{ ztQS@o#A zCEDr-oHOlpsYN#_>8M2ls3&ba?&wtU9$D<>Z*Bln4jE%OL@bMCOt725aEIia@WC}}sa>DL9v4ZbR8oe2bD8y79ETFROPLAmkXXB94o)`2Mg z>ot4VbVEfZe_4>877v7Oxna`hB-Y6G*QARR1HWTo+@dGh(x{(g;N8VU$e|`~8#)hzlnM4CYBeCp~}@!f5Ln$N4rd zUOX>u;&(dlLSSqD`kva?n%w+r%O9##d{!i6^qt3DfS!%`d5~OsEzoE_PbVZ(V2!Ce zm%g<+*G%QN$X;=lSW;(GeB*Hnx#^ zFpJ#_J8xfizTrP~E)dONY`f#8Qef$`5~LF)BBg>?Qsq1Ej0Jt}LONVoeuAMe(@87EWK5K7z@D*lB3Ik#~cL}x2|_R3zK zgSkPdJ{X=eqahMhE*AuTU7Q*O`ECV?$B&nR1Bb;IaLZ{fFZN|lw`K4o-FuCjM8=EP z>{g@sp)YKJF*?rRv}JR{!iR?o#GRcUQ^-ZXLR;5i+gJ=I%jkrk$}9?Vxo`41Zlua5 zDbim$OXKVWs9Jpd0x=v7!ux~fY|oazIb&k;0(9fY$hG&BY>k*@vRHP*CDK!{@1Fc= zXbQ9Q9{wrb8RpAdI~z@^|CpM%N;H3a>T!dNbl|I(z(Xcj^=&HG&3mboBZtc)gm9k_ z(RXW7P*Vl6CgBg|&FP9dIW9Dvn~g3`q@*bKAbxWkHJpb0<#?+&i-rCNmjbu&*XZZ1 zAFrf~M&TYAc91~K=zGOr@5$zFFcg+n62)7E@9a0W#!Frc93Lf4=I^LXf3K-$VhOY= ze4{$?9k^`ftipUgzkUiaKcJ4MEja}Tqq$)=zh!9H1AWX##cb=u09j$)fZUFW%S70k z&3CmA9aJ57c*i&^JjeKHTOlDV+$)yQ4i{>v*h}|+tD2U}Ju-6eU}lYzyPCb_N_Al* z05Za&ba&lIS^w3__Lb!ekgqK6EHYHQcVhaO0K2qxaI?8k*cVzk7bI7P-HPzCbf;VL z7IKUD`S=nY-gX>!{svDj4V&a}mui*gsOp<_(p9TpY&H0=V^X>MKqWAVI3q1PFa z@-?=7nd2|RsnsrddY`S50B>uwm1+?43t)VHer;jYPD)4#}W$bA8t8;CkR z7iF0NMW8_aG5?|^7roTf*eTtp!kiopnGB01NHOAulOOh*wkaT;QtZb3 zQ>?L(oQr95aLp96<1BHTHy8B}DyY?)svKhcIQFvnbg;dby<>EC!t@7IgnsORM!8&J zlpd@!$YSL(R~uEMG$R9gC*!XovZ!d29dZjr6z4-!+ijg{pvZw({=5;f$a8$~M;3!1 z-A+DhKbHCG559+;0iPGDZx$+3AbAB_>{|IYh9Yeem#BelU6yOl1C_JMrX0KX?DlY5 z2a#QT1@Pv|z=d`Y`P%c1iXP%0s6WVExD1+$@gIWr^-69q)ae)bH?{T;5+VZFg?d%dOz}U?8tGZpPAI-)TSerjcX|u zdIw28er(LzT_#c|4SFY6EvgPni*G0m*8DzXkB2MyG*{M0h&fxCIf6KG{2XyS<*Sok zG5BlGyG5P26S#H9PL3@itc!o>T}7N6_k+V{^`U=Uh|=D+TVL4^N`t4Ke`Ee6-5fQ@ z2JOizX&t#VBYTWNsm~|uQ#Q@?tZ(`MbZM14$Qq|Kc09<#k%RtiU1L6!-f`CxS`?Gi zGl#F_vmcAj==v4&A!$P`xWwy!5;cmte%NX$h}OhKyM=wzYbZedn%_vW zNlQYm+~!lE<(s4>rbk~Z^mB-i+*O3k8mGYHJuNt$7+;Iz@bgxp=;~|3RtHYrKK&uG7c1tyZ_OYQ zfBr1KQ(NAIGpJ%x$}(~u_|heezj)5eu|F)8ZuR{Jk<68Oh+ zb{dzpOHjJ)S(BDJ_umgW8p`7TWIatC1A&*X<&-alZOJ%21Vdcju2aHcZ!FRSFNX33 z0fN6a=EzrMM35@QITi_1HB*@TUf!l_F3&9Lf$#kC(sxt|1#Cs*bZqv+?)DAwKX3f1 z#zsIJ*>{4O?y-fH<4Or1u0+z}X3qs0HYNUo$?EhXCC0JDig&y>&ZpJX&+%xR#1!W) z%G~mpAdJTAIy-k9wLE0!yvjrUk$ z`1@*dTt9r@5uRAl^hvh7yMF@iqc9pX0sR)q)-VGxeZ}V}9)V&0&x@tVKEZ zq{Mdsy+;c$_0#!i%)vK?Xq&(3xuNnu#u(1FflJU!2wY0l4H3Bbajw~aqV2@)cTc04 zi>6F=wiU7Ti_v1Y>xI*4EVF`Xn&KRm8lP(%p+ykj3X3fR9)cZm z0`GcobtE%P8>WXrRVT=K>)cClVEfVLt~0PF4zu0sr7JR>8@7e|$dSYO1n?U|Z$%HK z!q-Z~8bFgok06_&Z_20w84vznC5vyjZi3UFw>THotp}_>zN`UB<8z;q<;?4^v7lxI zL#)?w0wcPdi8`o5T?GNqxZbM9W8ghoNq46M4}t#czcpa(L_SL1vw~D2XA?&U2un_3 zPX@lG3oOy)rUO(qB;_ydmeV9i#LbLtTNoFbnU`5OQ?2qGi-*s$Fxn+G^+^+e*4&CF z(CiK6!)k8&!T4meZ*E&DSFOabe%nSWqbVveIEQi!Cn098WJE#vOE^T`;%G&cZ%nHI zcBiPDL-=3qZiyF&Zlpr?Wfak5oQ63uq!)hf7PJynACd@ zd8Rc`8=VVzb7dzQC~8ftLq8k}on6Y+GHbm39PZLMe{4C>@bc$7KPzrhGZ$bO?;yz< zkp~Li#3u)T**Ur^a;KHJZ{2*$!SrR%i$qY78NAltTfu%vu>-UmT6{*S@gM*6&+q+T zzj)+(PPqoe!u|cV{;xm(??3S4m<{}5eCnxE!~gb+AGKWoh74*;qQbYe3`I1g*D_Yq z#F764wfdiBMu}?Y&}z9O(FPYjUv;eCYQ+#yucES6y4nQ*4Tup%Y)XuNtwL#00B$k) z>+EyawdEGV|9j&%P#^m?#Y`C;AQ+4NT$QbNdHyVkZMoEc;`?A{c)HD(F`) zzWYly=6u)V_X`Z@bQ!*ubjbXKal3%evGv~NT}(2NY_0wk>%aM)F^mN@E4~LRLL5Q- zGg0l3N-PoSm|B#*Wh?h%fT8N6%^lzzu(y^hfYnF2~%2p-UiTQQZHOOa1eUEF$C5_e$%5G|MY+0I~uq=j~5g zq&|QZb^=j@7|>goB)$3LJh@QID7ah|>@xTcIYCB%!f09q&&6S9;LX>?I=5qvmqPCi zO@cP`B9J&vJduhF0uKl{R#o>aaan;QV&|vzDtuoXsC-eU_S3NX2Fn4G(;~-O^&{ zFY+2xJ`mNz|Ib^0@eL?XeE24xiCy`P)1A&ME6W8X-FjEAz5k%h*Wh0MPNb!q)Gqn@ zk^1S5I;LM)eYiWr1m8fQ-(2!!eoK^~)fNl9^h?#*`z-&$&-z|p0QAYr#zna4SXS}D zzDUFNS6fzA?US+ljzx^Pcv#XG|m|hrUL-j#1CNp@kf>-6AyzjhJY_5%It~j zpSPE-i5=uC^(&LHw|{)Q5EMnqWhQ;Nm{mc_c^F>_(jf&5f!x`xjNjA9J`ZuoW?m#k z{F5A5hPy1!@j*M3UmMr$4jJZ-e&MElG$qT{r;o9?{08(AJGWoHgpAevFQ39cTw<+C zKxS|8tEjzI_RS#ED^hEJV7Unn!Og~~cNZfGhko*fUoSu0q@epLML3wzv?1PgE6DS+ zBpQFm7|UyaGyMANAzX+#%!f-RjqefPaYwdNSw!*=@GPg7IRCPj02sfw#SWIRS5pDU zpRT1|t-K?@8+0w~%ef%=_9nV}<(DnB<4Z5!ypg<$%KRfMFVFPh%9UwZ{&v$3XE`X4{hL+S76cjkaw2cQ~ zM?*!YM>6c^FFeMwl!6@oL#3ru8HXn?@~Y_!XYUq?NoNP3$GVcmN@hrpl~amE<z zQH-E{es4+m!Y0eYKT2We`#2&)=S+9-rS+AqjK3g!lyNfg>Ly*@jcbam)eY`* z48E&VLcuUHzv++c;{XX-!%_qCs^quPXIQw%(B=k?^L{lc-*fttn9HT|)W*M&LNeQ( zLelpKges(-A`hlRrMo#EZ;S~#q8c|0rw#Ci566~kjjWbam%ys{+CIkT{f+=hw6-jH z8--1eVTE-UZfi=0*5E_N=e_`3^o=Jb)v;>m5)Rv1xnFY^=So&uOg4O`_d&ko0;`jq z5%;NQ931RX9)|;UN>yGbnYcDw-f!EX%iD)3Y4H0A^_)w0pZQcOo#bi|2B$4>3Dmu- z6@}|0eArBnUBWF z4<|=G9Pj<(S@_#yu_JQsS|_~r^YAdIJPgA83Ya*dS&@uyc$9{Z@Lyu1zWzGn|C6%lfp19Wn)`2R|{hrVD%#u_4j&YrGft?gia3 zH}_#-N1Xi5g=mLV+=cN=tbdzXE$!8Ls#S*9H7BR?1N|fiR??Kzd#7M06jGUQjkvoK z*J=I*M;TJ7tDn>0_X(vioxi3K$uMEz7_&7GWaR0-$aLs@lG;;h!DrE#nwNac+9SBi zPJ|pwMz%P)YiN%IQz(M`Pax%|LkdNauvH7f`C;%*7ajA`97-C7K<)L63L8wTylfA| zeYt^+R#zW{FS{T_yCZtcplt7}4Fqk04UbE{!*;cWT%G$a^%5B(l*P*&4%dWZxyr8o zB5AuE8X4Et-?n$kd{V1%w|vc^{KJ?5Qo(FA@#HxnajPPF)l46HY>{r$7lT#jG+_lS!iDHF~>>F z!Wh{`^-~$_GDg0KV*02Kdr~~gWBicl;5+EJE4VBJ!t9i{pprf}#4OTc1#vigk8zOF zqPORqi`(`00@-HYf$Sedk8K6o`Iy$&JdN=H9R2==-uFlkY`{HHc%AhUBEb{)GH1V@ z|C#AMi{s2dXCG0b*{7M?cNP7|3OCzfwM8^5q9d$qU+)g;{&h3eu-@2pzICZ1Emf-q zm?&eVlMQ|1?lnhXDr^k3BG*7Z)k6BP3z*IVdGivRka4)-{F1OqQP4-@V#Mw*NK^i$ zF-uX@3_euLjLY4OGEr_-p_5DV!zuDbwBAz<>yu2{;T$${3;(!O11ceP?eHC&A4ol& zL8Bpmey_hHA#UVDz$ExB{*S|^n+SkRI)$jrJFfNu{~BRW3|{=qH_mD_^fGuH;2pvC zKi-@*iGCjW9nAR;f7!H=R5f&4wTaTYebaYV02&)1dI8mT-sU!6~#(9Bk{N5A$!uGc#p8p<&a{i4u7s+^%%9`vb^CNMM!5> zuXYwVF&!4JgH^oV9df-zh!)v}vLXCAkbE3?D%IqEti}=2QmMmqDKxC-J1^U&pJB2F z=PC0H+=*jZ`Ciga+qRQ>1jmee-&Tc9-k^oXDEf7|%?YiLwVqbj+IEl31~!J+%=g(& zQsk{vz*4R5AxVSGlEjM*1t0%OV1BK)p%=RGsVr%-HqIZYeYQ>Vv|SJblJQ|Rxir!n9g?5easnpb^T1YhdcqDhd$Wb1Nt(3wHrH@Qao0Uf(rVpR ziM0cnoTyX zyn3f=Z%?%{42Zz~XpM*Lb10BUkv;KPmP84f_2SdHKLA464KWHWh|Pnxm(woA^#^PT z9+dkbVxxztIK)KUbSiM%!MX7zB=0Gbar|rnJwTm3WO2znvAXXl?|4kreQS`fs$`Hl91KA;8C#1?Cmj=?B%Ko*0?aRw>F+!j0OvI4kd z$0BI#J1DrU{1smB%EXL6N!=otM{?=*(JH!Q^+ZuRVDJ@1VaX@Y>->KU99QHH& z8|2TM^W%sFlh0fcVWmy3ziub>>$k}t*(ADDZJ|((tvW~%Iu?ZZ@MYm^=2gHqi!rnF z?O;tfI8s!?t_t1;2X2JAO<)Zolu$!%i2c1Ki&^nf{wYOfcc=d{&o)CQA&1NpWUZM# zi-YI=H4VxiA}3-5dgw9vzjoktIZ0~{Ry%v5amWtCS!io z1oRqldp8!Ta>T)-wvg2nySc$I6QwwrICVYpG#5F#xudc*M8VE6Vu2|D1aghLSP(jF z<;dBV1qdHGa%=i+CFFhm!GS*+UC&9BOH9%zGXyrxr6aO>C2Mvr`7A`szU8@EB6?LW z>evf_2L0J(g~J@GpRTYgez5wrKDJ%JmSI<`zhuZ=tihm}qq3DNoTn^h{*I0NW86jP zV87)#*8z!ZoMU0l+-imh-Sokh^R&U$oY^=RF?@Iose=kx_SJ{;NlFiMd%0lw$9W)u z-U$&DeJf#9d*jluDIDfKx{<8*n4GQay-ws4k0;r)E@=f?DbP0>DLl%iK{V35;Z7wC z)H=bR`m)2FD5GODt=tXNy}^NWTxUDH)P6}?m|;0p8Q>w#4`v=T3U&`{`w!`9E?Kn3 zFwYd>*#0^e{p*CZxN_lecb5cg{@Io3sv?j>=mAqC;1`8`UPcQ!}KfQVy$h04Hd0{r43gyPSpK&Kjvn?#QI<_o!b*x8$9XopqPArnND$ur-v z;OKe9^*Kr&`rnbu*SorrU;WC~D3eda#U>ZSjm`VfXkD&%Qil(0Nt0=5DwfWFx8BZ= zbgb-qN_o9ZI55%G=7Ebi8`WBR*^IWHbJjkQDM?2_o_vs1hR@NOchsf&vj|(G-l(Es zoQn)KR!&^BRlkPBJp6it1g{+~=3+H9wa}XHtiP|w<&l;xuaW7fA)KPHU~1Y|n$rp4 zV^&YpRXMHM>9RLPr#nI3dLF_!z>0ndk2(&G=)qU|@>OeYlxPw1X5a+|_xGS2#OGB9 z(BR=u2%_L@QpICc=;Z)q2)S;}Pd@YUX^&cbG3_OaGQr$zA(xTQ*{qS}xFHKP*D|d) zh)-Fa645g;+Hq_EAeMKDUQS6nA+;BK;^-t`w4WTHmFQi_Gx~^-V znR1v|>Q}|tQp*m5`$vwP5*0d$>+E&(OUC~?gPVfHARR_0{cW`jvSy3cu#O@GsY1DI zT1n;oSlX)%;6Pn_>0BOu1u+?WL*M0*KJ6%8kMU1Mh&~5zi?R^5=?iUvL7Fod4sT>B zAMJMgb6HW8X?}o9cDQKAMnfDbvyiBd5>T!Ik?wbLI&Gn#WFJW(00U#ZIdb9Zb93as6gwpD9Nzc zJM(noIJF2zWD#+QJjZ!r61Y$Z0!M>10ytN*34}mQ%W-4SlEvOilmdQu`IJpgXlxkuGFkmg zs=w*-l8eBJjL2!`j2mQWGIZ_t5!YWEA7#<)qxx7*IA^+}F|@JkHhxpQx?y#>_olIl zo#i+k`6_fcjn$%fDO-4NovlZ}ZN5|SwsFr5>ocYuXgzzv?j)ZgrLFmNJwbm-LWjZK zay)BWa40(W&KkN`_4x70Q*!w|ed;N!8jhZE;5w$PdXGMNE{Pd_3z9)PKcQvu95Kf> zM{6IWD(Y%*Npp>F#{Hy2GPRWldRojbEP2XYj;PdCBH%U?s5=w8yF0GrPcqFstSXq4 z?GkbmRi`JzLKjk3Ib;NsqT<<9z|ApICEvPTDz*1N!3rAl-72aRQ`pYCBK=4M68qJW zvc9Tu@0sw1Hio)K41U!k=GSuPuuY#n!)XwobwX-7PVHR{@8yzdJBi_zw&w0OqHWh`enJv-AO3jG4^|_F!{d`88A+8uHGc2*}0z`f;yo{)k z{6-A6QPCJB;zOwfK(t8L0LhL7ZTwd?qAGSGP>(ZPAHTryr%KndlUZS?Noz~V<_!*7`+%Tr<3%@oeT|S*etZ6{F@ZZeXff5-1k0*xp95Th7-ve-PQ?m zQ7YCupV-q$-&Upc5YMd`PO>thW_UYVp$!p1)<=8FXV!3%p#ue@Q@rWwMjaw@f-0^J zS2B3YW4v1ZV$E=6|A9_g=8TOaAzVqfpt0)^rWl9(`zqsgc#s0Nf_1PtHL${qj=285 zIhn!#;61l)Dq#Gfi22u7_ZRlscdcb*#g#pUZDap&v6ENgf;^t(=Y(DWxUiO%WR z9NTAiT|(oVJ^pLxe;EGbT`C(tuJzWZ%WN0BOhT`Ju43g=BYBPIvkHG#e_(sblSX4Z zLGXul@){`TGSh**hX10}-P!#P(0bqBJ@G}$uFS#wtj0=57ZdhJROhhvc#D++{cKUm zan4%M{&HZv9fo-S*V2g@9TkMKr+H_l%W^lq*fa>$wqR zm=%Y+Vs$clrb>9&GdzrJg?ivLw4FS@Z}G%uOl%L_J?oh>xwyzFMlJ<}d)_W_`qr|R z-jY8wR614fLJqVo{I0gGAud7%bCC^5^YjFO#m|xNT~2dBC!~;J03_)hE=~X8(vvBC zJkh1RIeDr z1_gJZ%PNFqAm9jBC0DMgJ>l3Y04h){m)FsC}vN(9uu#Gp2U<6iZ5B8^VfW-S##6CFEcR%% zg(`gN*R#lRttYCVquG8@(lTn0*m}Yr;Es}UM+`$EIj7W7?A%#>N4wQ7sErq4tGi+8 z0>>7XU*p+w8s*`p`EiCjMp1P_09ycf_##xQG zytf<3!H;XJLn~32Xp1_8>}dcoNzG0siZl7TK+LNeK*}xY6MaKuG2fZ-$v;ta4uvnK zU6Mi^bQmOuKNEJW9jN+sw`l=XRbSu1ZCor_s8oM)!D*m>z2KXs)ovK zYkpp$kKN;1YpK*lIBZW3cH>Z~`|KNTQ|YuZ^K&tDHcrX8E`G~-xqhAoB0mqam}l{w zq~nz>W_`~s>v;^QhGmJ2*S{U@?w{jU9Z@WbV=90gqW>s{ltr;9_^{mMaHcYJ6ga(S zl;*Tk?gtJT2S&THMvUzuW1aQpOD$htWR2q&(l>0hJJ3CgeOa)>-^U((SJ_kkT-O$6 zQB@v)CVS5+!h|5=piHt%#IP5zA#nCo_h>#tE5&;mOkNX2?a*-}!LGKJLo+8f!omy0 zkny_cvGFMYhbtmR(woCYwc`aBBkamC@RY2@-8W~B6tqu1e?$Ds5Q35jAXOc6?8e=~ z0)N^x2#vDBA_vp6QwCICU6Y?xpR$;0xwNV^Mt7$Y*MKC>2S9e!i!1m79EPkUie2N2E>$jCnbP#-QDg zYo{DN^k#&vk&+sirhlaQ9N$C#*3AUcU8$ay-!+RH%G~L(?p^EPP@uf$NuR#5L{>GL zd3U4aujhWAAUH43qx{!JD7UPU!dib6m&yA&bo9)7@E5h|>h*vf-mhL4q3Oj`H>7u- z!wnc)>9(^qsU+YZeAhe4kksy?O4#cU%&m2(xej*pCf&5{ZifXX(fPo zCB55*HdR*RO@dm*Yy%z76^^@} zb2ujR!#e$mOFJkaXqZ{V=(ScXW0%pmuauMf#5bx5dRLP_o7fMiig^Hd-;pDaG;!8d z_dC1l?U)6JZGYpE;>Q6LU8YtgrA;JimvTQ}v7StIFG*(CoGbC3$Q3+@R)~d1nI_Ib+t*ofsdrWQh)5ZUIl->ZI z`L}1+Kw)%8&C&(nCA=c$I{oDI9gjK>?kRKg8IG-Nit?md4Xs46lu+L9UsY&XvTo6u zb37}f_3{1KB~!Qv=%?wOXkO|+pFbiH`8%>EPw(RV`-5LP&p6B>%AMH0bcx3sQRNnO zZB`=WvkSjcG`(&E>=Q_*l1)j!ymjxY{=AjbGYAGIsC!cIgSAyW)ARk_G(( z@vS&@Xxi27VSg1^D5233ZU5WV5zaMwYOzhWLM{mj8qQu1I;kJ6;yB6R8#gt-g+>m} z$Q6MNMtBdJ_w~5Uucg1$AV$@dL<;L)Y2@hW3wySnbt*RLoh8%0EqL%EpKRZfDdQE$ zQH9aGn1S0$xq+;b;b#+&T#rcG>7c_@Qpk>fhL;KL?RJY#X<3vME|aeuF`cDUISRc; zzKd(DqNn_PsxAFb=%m|L?iyL4zsb!Y8umXdg|3dlbXE)+_(FmRmX9)+YTdapJGuLU z7tsUNkaCoazyR(QNk5t0yHAHv%U>1cNCt5lbsaNllfJAm#n+EAdcOQX>Vfe9sRIj- zn@q5J^mQ*fO&O*i)@f0EkAoA=4Q4vSn6ByKy7h-HG;Go_s@{DPOWMEV`wjE3%8>|* z39{-Z8FMcz4Ta%Q-67wsb=eN?+8vwy4;{>afh+ElKtw?_1FbMGRRB8V3#(&LPlq&Q z+6o#}m8n_;x8A5KAyosBy`-&e)l;=fNAj&>O3+(m|1~U?+|+wXxV(>wXN4i+e>c-p z*y$vi)FYmd7<-AGizJN)i_K+0S_H^X6k?@b3jc&i#eKr5J{1#ubS0tN;WDkoK~2H2 z#zPkX`1uEVSLsjhwlg;8K9eMhUnYAME5r~Fgyg-V>T$((o`lbe9KTZQ16u+|_CmT! zCI&iewUty2qf2OUq6KhKxgmaa7*ou>_^<=>LxSg+(?Wz4?%C;C*|ZTl+GQ}m%>I3T zVTRj}dPe1HuO&C-wjU%#!z%_vkMY3d z$2wKC1p&0l(l5fP@q_UEfWHIC?A@lS)_1*5aaV>T=?O z1eUlSN7{zRR)Gbt9oKQ~zZSf@n?G(A7#n1U+zGntsTWrvt!`KC&K~4k;9_t1lRZw) z29XPsENFOWJo=juZ-DiIM^>&zTCbqUO@_9O^SRd&A#v~qsj(ATT1}zign~!l>oW1ews+{#*~16C%clnIl`^asaB@e}Q9#7@Vm0qJf#MH!xiuU7Lu%~zDqb&T05 zEn3QPLw%NV4s$9C`kVfBZ9h@{=Vx-}f=|MkK)nVu(t63@yB#?GiVOr?eK>eU*<-Q# zFmR2kf-IdzDK$B8Z*9DKp)@ZDP+^#nKE_rzu(?JWn2IH z@ZLN+x(#kb*x03x|Lwc~_JjZR<=Y$gN?!)Ge@y)Mk@(-HKbo5 zDvgzC_5bx{|KnY};btq%gsjZO(C z6F>~T03vlLYdQtd-+&eRCm*YKkMzDcv~HjRCjhTzjW39)LQk{K+*anEs_Zls&2C3d z`mEGSxXpiC8pxF#Gy~$@vFZ&{MLbz`!z;*19{pg3G@gP*@`hrOReGb3sffFQ~j=! z-N0@)4Gu>paQl%`Gw0u5|DOfE11@wZt$w#NJ@V7Wsa?tkNyPzd{Y3Js=v`qrtHVsbKab=Z}{6u|%UolhoJmEPlRgp>ul`^NQNfDn2b!2D`2jrX>*rGe(T#sTou2;aW+M@y01ps{e4zu%VfmNVFMb1B zc^A6gEI-0qZ|4$e<20YVTXn#y_Gk9Ve5U`vW!I%qN`^c}deRmJ3!+mdx*p0vAK%Ac z=3K~TsX8yT{Q9ap=3I5aa&dK7%EDH$PtW6PKDwG`Ut4o$%jaijPxtOJEG%JQ;IQ#@ zaSX|KP0{`7+Xg(5&wg9j;Gay;7%vTn-}atb ztN-uS*J6s#K3RSC@fF}2(fE&1y8J6P0M`{yUwSd9Lq{^At%aF{)X}J?0G@As0^BEY z>w3-7@=WOb{4P1?U2Uw!q1&$>>dvUTjoYJH#AL08)xzFN|?;MMZ(t*Ia()+x! zR#$lCY;H&=o}Fub9aL}ZoIbzm)yh2Jio<&wR>kkHySF0?SW)DyTslq5yB=8j|2FBm zGO5MrP!(w11*kuK`RPds?f<|jp$DHgeEFyFSzrIZj}RZ)bQXc+E(BbeYrf&3gfE?uj(jS_8Z`Bd=3+TEVA7S64o~Q+)obTbA1YH#axm zZDg0rXs@%*xnW?Qb!Ek-9l+Z_ubtd1!AL?Sx?nfw29w0;TmE16w}1QPdXE9H%1cYR zeaR-(XX^zg?y0A0fGgp>es5ELZ2I|IYGMAqpUd8EY9%I5LEA4cl9+(8@aWj`S0tsc z28U!0of|W9PN0p+5VYChJE-YceS6+4XOt!eLECwifElRSVG=J%d0OGZUSQGj>fW~H z&j{LpqQIe<12}=8Fd>DRK*fnxkd^2I*RSo`{&uA$iSASYwm(fdRBqx=j~K1ayWR}W zYu@EnXYrBdPLmE`o0ONy(+tJeqtQ1SeOTK#^v`{N?3FI{ed#rn&}IMvPgg&ebxsLQ E0L#*_hyVZp literal 0 HcmV?d00001 diff --git a/docs/_static/img/compiled_autograd/recompile_due_to_dynamic.png b/docs/_static/img/compiled_autograd/recompile_due_to_dynamic.png new file mode 100644 index 0000000000000000000000000000000000000000..41ae56acf2d99cc11f7984ea9218aba0717bb4e7 GIT binary patch literal 477925 zcmb4qbzB`yvNjZ@;Bnz0ARv$=zKAG7K)}C;fPe%`23kj-oeh)!rBA^;!9|v8jQNqAZC_UT#TUkcPY3wI1;w62_H0fKX!_Jfeb)3 z5|*z@7KNT+pwa)VCW_8Omr+FXKc|E z1|l*ZKbDGc3hJAnI+ZLeLQb@-RAGGc8ytN>!db|K?!=H35J&+csq^||Yf0woz`T_# zbD7We%S=x1hEyX25$J>2IoTp)2r}eXHIV4KFhmIRvV+6-FF^*-+=kdhJqRY8TD~R5 zoJzhoLpE`!>K_^)zUB0-h19%}?|^joK;gi%EV>aoB-w-ufH40>e9cIeGT_ho){w`X z)K9%&eBe=t^1&`G^>Z4&?DYrL5m8-bKWJ11ezX0T)TkF7`15>!ertV|VU%FXfo;SK z7g{^RJj4>AMcR>w&_H#(b!5n_MFPWwI8r1z)!E!WZ8(H g7ot_>)0VQWNC5t9Ig zNAdrFJ63A#wfxLf8o}2q_r)vWy zm})!9`66&IR5BAer|TP3uX+Z_P_)wg2Ik`<6OP@Rs+K$|1ujfE>Hq}A@6l$V@EdXH zp!MFSj1W#y-dpAm(CS3kzkJcBrI}DRA%(Q;J~Or|T?RnD|KM-^6Gm3j)Lx{xRUEb= z^c(gg917u=pg!n9&%1B1=X$~Fy;E?;gP!4=q~|}CLJ$PW27+%C@2J*d8qiOnnEia* zc76^8o^5y29K75-5qneqb4so^7pj=l?mGRVBJH~#zbI5XXmU(t@= zKQWy_?9RQdrZZWrF8$>*@w|ZO?S?DKQ;mQ_eh~k5&_y6x*;W1qTQPR)zWVYO< zpgeZ3ti~srD6T6WOl+Ks{#F~vCh-)1J1z2Cxr&IVFlH=34~jpNev=!yu%)@N`7O~y zJC&}U-TKxFl1RlB561~I#G@=CA|n3Xm}mxsem2(Pb8v^F3*zmbJoM_LLAkPa-m3jv zAjAqPu6-d6q>?_|;VM|$m+}~@9^_oaAEJkt?g8pe$cd;$F#;040jo{4ud?=Ai2 zzmdwn8xkS?P3DB37AY$n{`+nh)rnp+@>uxbx6&^8<-7UNcEN{FUw;^Sq;PEqd}6}H z49_>xNWo4IO*Gt6XHyMk>)Zh&9rSoqMRTGQt~o8jm9N_K;_R%)pQhd#wnDD>&TP=% zvON+n2m6r9!}URl`yuy-X2DA#a!Cq=P2@v0i{8yL9IcV&EZXkbF(na-lTPLiJVQvZTV@% zeJV4m8!9_x6%~5rHkAz(=;9icnc`y=zKVPKtK78uG=E$vo6e z%6OJUY?+#0bcD;kXBF^&^Oi6C!BbK*<-T9@hj!{1Sk_g%1l+?MW*<-hK2Y-uqrm6F83$_Ghk2EQolVd$SJXorIST(tYv`$*eV$(_uMy=c`|G=4}SgUA(u0gCp?KtWfe1mk{z-vzMn*f0~jj!Fq!##}efY-CN zw3WHFxRo25JA$*%u+QDj&o$ba;am*7F; z7WBye;Cw&%#PY~-=lU)M#vZcxEdjLVyK~3}Xnv!47RS_<6h?n-zaF7rzvUXRI*U4` zf7NQ`>cndOhohLyn6Ma_@0j1`zSn*CG9WOR?2-*a>muz=4tA}SnbmedYGLf6H53z( z%F{G9G#1^=r3$73DJ!w!ene?wzSoU#j$kSv#_Xv!QtMleu8B-XcO}chCdAUid0{m$ z?z#+c46W^f3*|vuA%`ZXmuXJ7PNtKwmHqt%CtWfAoS%);S=4f87bVv$qCLShf#Qpm zG-ZBao}JVQAsVykRZ4jkfss_-GQJs)?NB4aMr7Ykv;e!15u{m{FQTxRW#3o?V}`mc zTcJRFrbgmizX@o@Uhfpry~K?VEbt8fTtnAUilMPI=RHST;3`)w|uB34<^N<}xU<7Mc4@&cFYd^?vW|km)W26|%{3Wb>Qd zcjJuUq??hju$ZxrS7)&KsLmW#&hc!^Z*Pv?d6f?@VmPjhNoCHkt{6Wb-bMSsJ>=Jm zw25d>RQ+`A>I zoX0UopB>vmM17*oL$gj}o1=JFR1$7QT3TiwPx5q5-NbyBj*+X*+{f0Is<9uo7X)p5 zCZ3(Td&@fy%-2hcgiRfH5F3I^LI?gT!REn|2eJ1*uDp=AkTN4JB9DSe-*a%>v47-V z2OB>qT;wM9J4Ms;$#U_(-2Mz*M|+|arSz0D$@W;}{eE}6_q(v7p{JoXGnCiy*?M?e39VC|J~yL)VOyn!W0CfDvX>Lcl;`8;x{A=6-W^E>NT7VUUH?}-Po$5~Uu zrd*joiSB$G@2%RZUYS?!L$hwE9#X6BW8dlMb;Ge;`oqROVJofM&7IdCOgAzQKQn*U zL&E*u+|Hoh7rklkx|jJ&`tyZ0Uq9bBDB>frFYx-6IT{)et;_Er*pMJ_d9xMzsK$KG z{iw!D9iX1kR5MVvdeOde-@Xv6AiUUeL(H~d5OjQN?^B0ZFM=R*fBR?Drs#dv)aH() z2630;&w|^EROr;z74+WJi{M5dTVLs^kB^Jb2u!PB4foa@BOstiGEtW>m63s<0nT9| zpx>ZEyamqQ0KX7#a3P@oI){Lee1rGj=ZbHr{y7E`0wUM~0_vY*G=bymPYmz@r2lz* z8y5rt1AIdTJ^|k#|7$e-`)_am>l_*k^g#$IeU^{_j!H%jCMLFy=5|hy`f|HK1DyRA z4MzwFO!C*y8wo|SQwRviISXZVCv_QVZX-Jz1_NU|LlXu!8~fMmK=8V81E)47P6kA7 zHrBR|+-`g%e~sV<&R?4uNr?U$;$+1~qAnv(^x4kAgovGiiGhiPAD)Pah}Xf`lv`0m z?4RPmH$D<`CntMuMn+dxR|Z!W20I5c#!p;aT#QW2jLgjRzzBLrcUva|H+ow~(tlj! zzpf)<;%MYxVee#NXG`>YT?0cqXD2=qlGlm;`{y6`Y2s$_ubFHe|M^(J12Vq$Fn(fS zV*F2HP8O#BhuCY+Kg9leu76C&`+6~Mc?&laYjqI|8(^t{TjOVD<6!0eYo7nr^{+eq zhp399iNj|*8$i;D|6ecbpTd9d{CB~>=G6GtoS#^k{>Pku>-wAM>qBrWnmF27JHIZX zimincKQk}me`@}BDUE-L@qc0k=K4$M@2&qXq5dBw{@(iU5^@d}z(N?j-Wva>f6nmt zwttT2Wqf`4f7=ZI*lB;Y0$YtAo|o~zw=F;Xs8GH;1cV@jgou!`+nd8om|2Y8seTxR z-`}W6P}p!q$@NdjT|z(NiA5}Zo#jz2t@3A6moJ?a6|KBMWedBid5am5L(~_N69RvK zhQ~X+*w%7$Ja)X~xpKp|<9@s}H%D#u%;IQjx^tMSn#t{aKehSAb;YZ}VzMAImDwb0 z&Zc1rH6MK136pM9KS#lQc(;>nm*u{lx~j1=mO1)O$lvcl&nL6jyF|5Yq}F0`g!f{^ zD4Xx$u*US~*Ed3(GqDsMU?*-mKcYb8a8Wri*EI=zO|rGBR() zXq^Rb?3(^ z;Pnz|!FR)3aHVZix)PueoqE>IfRNR2{A;k(;qcq)9V1IYx}JBIYFrY*+ABe04eaE;bhP^P-izbr3Dd){JR ztn>$IxZX0Vctg*0gG+4nn~$8WQ?>>k7OqzD}Abbe0z2fXNS)@>j7 zEYUVNcQCZyu5TBYlvjfz2>9ml9Y;!^@q1@U!s!edIv&sUvrsWiXDbc1`|#`#2{P@w z;7t9I*eh?2vGJj9M?oiTH}mfBjtP7>i<97sQI6}u^I=B2kp5Qb5T;}Gr;e8=yMl=2 z1%CdW49Afn+6wC>aRT?eyH$S;XHrm;uIEu*P_-bR$7SUVolmlkOR9$Dk9<_}PW*s# zL4G$$3h|H53468(p-j2neH0=BInd)ry(avWUw4qN$E9;KiLa&|4WwAoL)3@Ght7%%0^OQH8V0u5_ znN2o3AFMugr+hM!?(lx{+w{6`8AysH6;A_{dA@)Rd~4t0?E{#LQ4BS0gQw%>0|p*B z&{oaJC&+iE+^Z-WMgs9$o?a{MI(1AWu;#>ch1r<>=bbrSI-H!JMU!Ks(sr1G-=ryFDb zJwpcdvnc!LyPbvxkej3qrMsP|aJw6(&WWE8`uL^9y(#)#y_EzleHN$Zm}D@U++PaW3_9$O2Q+X$Tan)FcML?kXv~qK}h>K zS=iQSG}}+;WBs1*@>g8Ow2rHe;pp= zj2uTrI79P*)7}L6siA-Y@R;w9yQ4g=bD0=DDqyJ~!@iPy``ba#QA|IHT|0^#{CL)H zW7+z_m^d@QO<`1OAFzyLG_fjS7l3U`O}A|xtn5TM6HX>f56ck=78o)IB~S>Uzi|^H zN-?$Xcn8&K<4+3!D9eisK;P9hLt* z=PJa-USak-5Sb4;Mc}gA22u$fKy{E03_G72zU@*uO|W;^>gAC1{}7feljv;~q%xO$ zE%{Rtgdbv)X4_hvsto&K>>@Y1VC;~z<~{}wDR77~J40E)BIeZMHsez+FCmBA%*WnI z=Hc4+3GZGWRtSv}8J3*V!aRT2TvwOo5G9IP#C(~gjO3`ut_{9hzw&|Z&GamYOQb@Q zeL8`hwDu$M&^P9}Q9x8M>`JIkJ@9GQX$K z#UPq1o^t^7hyeto1Y`++J@~f>q;yeJA}PF=iD0yj7VYW zU8Iet>GxY^+ebd!@U9qriOP2v+Q^P0i;vQhj*kUSlDDo50$k>_i{TTiH)sN%>~x%J zQ_m)m-PABGYlKIvU18E0S3EjH)_3iex7A=K2Xpnb{=3E)#yKr=`c-`ncpgzaT z@xx8TRi(j#jaR)h*0!b479_Flv*iq|vW4WW0=SHhf*P~dk4vQ&84eaUwB3=?Or$!osrwS z3Mx6lW6u!4Ty;nT53cxbacV$@k;Xdi22Br8#yOK@oe{ue<0tsvu%90XIl*20e2bi5 z+{t$&Z49-Rie~RKNS+L3pmPW*ha7z3nO<;C5Ye$Le?)tD=r_6Pt!@Mvrv(HWfGEz8+>v$X$kQq z)XUo)23^||uo!G{Ecaw-1$1<68`pwXlWvyt5(6ei#zn4&*%+SedCtpR2gS=JF2WJi zMg?p<*No6U1^o2jDrNoRT^gR{eQ%NO+~RTsNiNI_-a-W}Rf(O((vJ6jEJw&Pu`ufi zw&YqK8!~XgSwHR-0FNs2uXv+x3!PxR5fwy{heH3`!F&w1c4%RpNPlp~*;@G`(WuNk zHUPskdu9_3s}@)74}bd^o#FKSWLqu82(fBT&Xa6a4%%a%v@N?s9kmoY zUAMe|nOY7<7wyH`z1qCHt$xB0ITnm%`JfW93n$&qTHA#&>4!s7mJJ_0WrVCduB4}V zr~6zBHgT(q$&p9ztW%Iin)`-gk`P8TyOcAF<5 zWn(C{1CDmAw0elfCFL)o|x%+?|U5rsEzVI3VUOOeK8F(Y)+OWnp?Qk%sbgKvQS!XwYk4pd2x3pQ32h@^LWb=XkHO=i$Fn{geqgNLIW9iMz&JdN;G9t%ksS&x#`r!{Rn zk9s;1Pv_$7(36w2A2hEELViLb(5?2mIA-I~FzAj7lTt&52_m7$Hz|L%PX|p@+qz=F zq=P^um@*FvDj|k%2l{iNc7NxJTQ`b_|JThagUu&@5MRvpST^G%B5*&Tdbb{xrv;GfqEc7!)Y1!kgPV;l@6x%p(}o{;x6(bTf7`p$G9amu55=AI6#|iNAiE)d@l%L`cz91@JLo2(>#Ngud?!6z@Cqmd31A;tpZ$5`EL<$87)Hw_>jX!! z-$cDA(TEFzsQX2{00Z-_9kxijnDIHy^FmPYLE*~7dZE6|Vx_%pZ>l8u=?Or?*Nx_( zTweE1j?3;lgEsMvmTerNmX@m0L2@Q*MY}+F$6ms0X@KslNebN8G_2MA|Guxq5Awa8 z+p4*m1b??{@Phi6yT4zfMP05)JdQD1U8Rt`M%F-0MFI@pq(ETJl2lgQlT^_=8ta`V zyp`LaBM1eSrPEjkoepPz*IG`|$m5C_#5An{u!TUKxHL=CDBzceU4(~un6`0Z_GLO8 z8U=RL-Sc`lV;Tw6kmDOzV;eK*$`tDG(ydAF1UT==(!as3e}FK0Sl_>b;X3F{u3lro5k)(=1Y~J@%#VtN&^_aW0^eZXmY&23*1LO^{3di-%-q5 zvQ;I8|6J|#AI)$avnX%gr?~*ardn;H+RcA0o;(NC^YcwdIugfXCD{wIz~iqBuj@H- z??rsqMNom&OgZ^;u2^KXV=Ag#G@c6nB}63EM{XykS72avn1pv!lpDp2Kwle^84!)n zRXqp^>ccThQ7zL|urC~YF+tNuj>2udX~KHXojyt-8Pz5L`6ubZWr zFDer;t+jS5%U}RQAa!dwYV72_VI6FYqi7R*zo59KNIDaGUI6CEfGRa*82L zvVnYzGOVkfe0y^Dsjca-!n~u*>xBFHc4PF_6$5NX3q>xgy7EiORP(IsODBi!k(Pqf zdz<;%PeAy2g7m~`*+I^&>g8qC^qx^O>$k4UtN{$dZXlMfIfY!7ww^s6=Z)sHXIpsN z07-btD|B48Hh;$XU_N%lLQO|A9!J6^byk)}AaedEO?-esr+M}+L@RB&Osl2AmxqSV z+g+ZbxAXIRt~`+k5MYY7fk`XwHsj?+fJkrTEi&(iVNyK@rXOWu*6%(#{SsnVZ?Ih& zu_(+`#Wd-Qz;Wq31&E<^Jln=jKs(#Xq$_mWq{p-P%2r^j(}ej?$qm(t0qM!&jeinHg36Em4& zgLS*w-(se~>tnWAsIO~eLo}ks{!U-oe!tJ&2fW^IVgA&Wliw0ic4w<{zefwkQ^NG@dZrR#iWnnQyW<(7o-_HPljGceQZ6W9-p5^l} zmaBl6n%gdqmljGpp6{*l6Ja*^myWVK+ooZY5KcH*`C zlccKEUb`H>wy=2b+4yI)3_Mz;(@=XS(iln6WEXXnmA7co&1&cqT$ppCHnF~qwp_S! zTr+#{FqXRLBwxV_7 z@z}Ma<{6Dbnu!WW>^FI`wjq*crMIz;hE%ch3$3BfVav-Z9;21lVe7?My&Qe(Y1ehz zPy)3QVv>g}|J`Po#EQp3+4cZwG%EsKn6|CG3)Fg;f!L`p@ zmf(1QFj4C5M0NAS%l1Gf;rRBJ>#0!SX>iEcy#Xd&;OR0RhtH!{D3o=~elkvq!Q%er z#E#o}-}r(1tUxx?^7$hBCFPa9(8~8iF}FRM#Ntmh8;qH}R>Yy4emi3GoilJBK=zAt z^|OZTh}<@gBcFnucg~U}KrwI+00*Pi1*6KGq~oGdGiRDU$H+Rydm(+X?0J$HuohIo zIg4H*MwJRz2N(%D0r$S1s5eFc+rcKsdlt}iyB@w3`%y4poYO?~9S$b80&iK{^}Gv_ z0}KS!y1{#G zB)>vncisMk)G2yq)h=5_S8dDlLe7_m_qU=r{PD00&^+DvPVhkMoq>slaNu68x3xX+ zpnLs8RU0H)b5P!*nO_KSG|fW$+vRF62MY}q^epf`94lZ)jk`I{L?k8I=B{)duO$E&nr$F2CufuNG&YiLA-0IBDFXQFSy zbev*1@v@s6Ejd=agD_QT=!nVBS`OSLs{oX8J8K8`6e=|&J=~kpAtNq`GY;em!rsJ;rlVYed-}VbmGZxRd2+ zJ6blB#FWobz*R3-Ha$=L?I_=6c01O=Hq77rYpyb70GxU0i;&m-WvB{%&*h=O^BHnz z((OH9do=S!I3V?+n1}-^eJ8N);^PG3zrV4v*=&)7)CqiP9b4bF6bs6#nv zQ)AkV%KQxh`4)tHJ+4qLXG15{9^T7HaUNxxQ9p2_5<0A3unj`{p-FPoa?&nT)ky|t zpba&wq)_;cJanbVz)1&Rho$APTIv)6T1er3gYQkhmyro7Z5DRc8r1<+^ZkBF**Wo$ zr22gVYfcxtUv_yn-gnHfo$p*zJok78s2fT%I~Rj8u65gehuiCKJ}np?W-#49@f za#Seq0k1`~>^N_d|4cBZc5)%~jjL`P{NcAU&Fh+?a$k8RrLXHZVw?Mie`B!pWpO)Q z6$Hg}64QR73dQKI=y+}xvG^sE4yKK5;e6gNsVHq)EII{$tN|?jf;he}UG1{R0Z!Cc zm%Z|q<1p3+gmIs{VZ9ONVLBtqUg@9}?}wvVUUC^s19jV1X8Ne7Q7W0iw4|)Q8uwY? z<*}xdtQ|j-4zxLxY`l-lTf*K0Bj6v&SD5F;+`g8U*PVC zGqtn&2~gl>`#d+f16(Omd<@mRS+>_9%G-cke2|EzJ_@tx2(~}9QwSqTkfo(SH&zDI#fx7rY0AeLqRRPzVC#}Dev>T>xs1*;tQ0b2${yYMB9;;Viw@?c> z95l!Ky~5<){_ciMQHrErlZBc2YXF+k56b9fJ-j{JIKr~TrxscnzHd$VrE*Nr_54cvGhtqm8O?0I1CC)a@9bdCtbq7SAN^5e{ z_vh_-!oP~6!P{H>N2OU;v$tJg zis*My$QJ8c#ICt+a{H7f{md$hgT`@~2c{ve#bE0olVa9{cUT-tIeiNr<>5=`>}lz_ zZp8PIEregU1aHhOr@Jzuu*B7=MN}m`Kx-5CJ5|SDTHcS>te7U6S)9QKzi#{^UGir+ z{yXDTVf!@qlF~i!wOuzjzwO4oBDQ{cEwrsb07$i|%(c8cKakFJTAY@qg_=R^-`V** zq(`<5(Ud@i`R~%fihk6JcDUo($uRO)J~)Y!Ei2d9LF2z57>X-+u5M?%vB>swoj;r2 z@e0}Oohp23I=gTv;gu?cQDAhRraB_8a7kv*Orw6^H4w?Mj7>%GeMI$uF?aDz)x0nX zoc!?&P0mpkSr(q@kNhO~1e~)MATw!{cIU7 zGG{Xa(ldaJ>gl2amO%Xu|W8iuk5Av%Vh=ihOlpv7Ti*D_^(*@K@E_FeV5ez~x&qDWLc?*#cNu z6)s%VGGm=6%)<}^ZA1k0A$}NN{O2aj7DdzpW^usqPv5t1O_boqF&-5-w`e20pY9X? z@Wgwaue)gxpQ{@LVw85!6`giJ^2MVkSJ$#|WU|__Urg55)PhYr1KXv%CcHaG`Pft1 zTkf{gwT6owwp+Da*lRZEHvb5NVk*$0x%Z1u3D#2U#UEN%{SZa~7IvrFe97YBvj!wJ zFL<79@B*5_COuj5I2>{??HS^eujwRmaq?nhSA4G4Zi7{6RnQiaRK0=?QCaJCFB(P8 zZ7CTH{f5k;+?JF#M!~u0R(NfJ+E(M^gIiGha9U13+Kn%oK;1 zSICi9+)M0uE+UiBqwP5fU)41M9A13mG3uJ1VNu?GV0iw;zpyk=AxW%UmDHW1C)h>d zAj0x&tEoc!+`{at_@>DF&%_Lu#(dq$ErANM#5Bm_KDO4XsQ_n%Tz1~7ZJrH$KXwq7 zA@{S;jxR5=@VwN$wLwDbr1le)3@^^-(4Cf!xcZm7dO72WlLwulotpPVy69)I9Uo3? zx;J_F^CFW~j)U%G9miq3!BDVg23l-spNxWZ7@1GhJ@)d;Al37cPZlpH)=5C&xON9k z3`y1O>nhuqrxdD#0pkE{Q_Q#y%aJ5Etib3MGKMhd-ct$F+Dko6FwReYW}DW$2c^w5@fO*aLE3#u&;FPYDT_0w zjqN>`n?5dQ5m+6V?^OPx)hpuI5%^Q_)nk+sW1du2^Y_E|?Tdw8U4`Rr2N(PStwbx& z9JDUpFARh<I!#BoQwAM$ z+CPDtbPW5_FYx?(nrpfv2R1z9!=4Y2#&b~|gM>BwP}H!#3REoMP$5;PhUQRUZpoL2 zX&Enip0ue}#jzu?rzpQi)B6S|>V*-DiRI>3dEA}M{7AH)nG8?$1=Px(9-ttS`Fl(O zGjI8uL_EbD`)533-!aF%;MUWT+)U9k)SaElvFh_wOsqAX_HX&)6EF%HtHG`7UtHR$ zU?+jhDH?cCjIUBbk9J*(2R$Tk*E0bl+_e_xmKTT-kQfUqzfx{a5|WjVvstys#+&hN zG9>YK;&suGpFm0g{K2kX6*+o zc2_oL?PrV31t2Wy5))RZ()Z?$r^q?Uz2olHZD@ls20#62RD=B^Wa5z3TZ*RJNCgt(S>)Qcsz@|+d% z02bbA>QJ=e&F|qqaScsZ9h34_P;-syYVk-0_rqknX>67c*F-O{p{}GRjyO#?byL_8iyI8;+SQ*DXiMTmoJjrsdLA9*(dcOB=bv3If zL9LSOB4FtWezNsQTvzc->Tf1J;^vL^rnO<%^Nh6Q%=41{c>W$)_#Jbh!(budR+Z1e zc}!2{R-4$oM=&8`vhsXM3Vg-+NJSeu{rE&ZmhsWoH*aZFyyjT?b^xf; zKGG4(Ygx?sMM%M17)Pu$B@iLnhdgGTZd$=NWfEx;C;=)p=?2Iw#z(5FHcxFPam1Ol z$^j}>oGKc>F07szHwAIKrpJL9Ps9SsOeaNsnQ*4O&mOJV;(H|%u||kR(zv(#%U;w` zsH78U6F!3MoHX6hkBk8J5`0t_PN5~(ZX2u>7IYM);kJmsuj48K+bGB z3?==kwXzY2X18M7COWplwR8(q;)2Oh_-uiK0C_wFE?<&dD-}4Y+`=r6Vw(jj@-ONu z&#RrfAIPOz-lIzFQfVIh6;i?Ed~^8u1_nyp<{RgL+HVC(T!mfwN#Hu83 z8ohH-HRGV6Gf{0MN5I$ammFb%zp&5^|r9mL_gbwuLXL-dqYyp-)k|q zy!r&r&p#3d$dy}cUx=<#^WKlSdTp1rAB}KiC43sKGjD>j6P@<_y`g}6NE=vYBC!6M zy0kbj zL>msMlHvd-mL(^0rYR+mXtqT-BeIrR+jhH}n%^OQrb#Psi$2ucp(w>0DBe`y)j@kU zG2kAG)?O{vs~P(XC|jYC^}NC%4B16v3}2)-nBVAAfk(jm9U}FfRud@W$$H{UzbVZ_ z;jg2`pMgoHdm1-uE$eUQj8Gz7zNpHLQP1z0NTJGD0?_5P*N3a#EF<#!Rexl^e%of> z!a~w$XYqMwH{B<8WcTg2c!Z>bxQL&r0rJg9gPH${s^V#Z*_6i3_%Hlv@YY{aK`c?8 zE}l;+L8Cj!6MR}Kf7lbv)!y`S!YW$^EV8OwKPLV@8|2D;V?L>QuaR zio!H6=#AG7T4jRM@`jR+#&U9Zy4=Ghj@{sJa`mOa3UBwBa@MGDPvJkcFrr>%!WX^) z`ZzV6ojWltrsPcn)wz&?l{4GG5Jl(&=JfG7(cL^_sh8Y5K1L9=>K&-ZtPQr80SERK zM_0d@22kPMnp_EN_jGe&q=p!yA(ObGu04bpnQl;oY?RN{Ay`?q`d@<}d7@!4|tD=ypX zgR$G?s8EdcmHa6|aRXL_ygK}oL!GRTGc2V;$&bI(?&1iO^778}FN-2dchBP_`Z%Jh zk>guye`Yt8#MreY-L6@ox*zok#V+OpczHKy)6v~r}$bd;AxxE3pyxw zc(Y^NPb&VvkK0>#EuR#`Uf6oWd~}NGR9ptqE@fx1%jDs4Xr4&NX(MV`cYTg`bn{2v ztG?vVd7Iv~j6>)kkQeCe$fte7hHttTl)@I*u^=V_I!#cLt)e?82zip`UkvVUnA{G)rN>6&NCir%S~6&NSsJiJWZXCh+pfi^}#(!c!)*0lO~rGVzw$WPJs znUD>evtBG@ereNj4(m`hge;Id#np}xf5Mi+c~YC>b@5*RnwOocp7(1aW>^?;{Zz2; zSGAz?>1nE5qqS=K&Fysd$%8|31FP-I8M_R@TIJQD56yU2UF^6Q{g%f3wIAv=0M}CX zZ+u>EeC{9=x|J<$0p>X9gPvuhBeDl`)2HMnX}T`8e>YzqCQCaOB6}c18@0p_%Sd=Bb`J-Cy<@t z@jO(|NHq-Y5owMS6^5g9_d|NCrWsaUze6+9_>t9SUZcB3GF%~vARC|xW=SLEy|t~% z>gW)pb$?M{<>(04-U0Pu+O1OM?Tz|ypsOi04*Z4DE-?y?xJIgoK|Zwx`mvNx-3(cr z%bH*A88jzj{%{?a9!0Rm#cZY)WJ=&q+^n(CGuUz!brf-nM4hoov&G-qYPz=oWhJ;| zgP={iuDr|vXMn=3H)y0p)ay3hLlz3kdY|obl&Z3C-hPC5P$8_)p9t{wlbxV5REFa; zWnHO9R=4Sz<-iq9z5Mqo?Z$w^lyX5_LeH~VPd3F@x?9gt-}gSO>PNg_)%)3szRldxR z`H50E)si2l8kU_26hH2>9?drpfVVUV9H>Wcbw8GYKi{t7^omZnXKrfrfV;LPf!>WD zypF#aT`6rCQCX0(+MjgJ*Y~wf09vD}gM@bmRc_Fq_MBVNRL!#k4};S71ZSEh`Alpyshr21GqEI@b!qcYQ|t6REL$$#yyHqEo$kunU9HXC6|EGsz}z% zv&c>y{QB;XB<9sa{hEqG9c%W{Dnne`0dx#@hyDgj+g|7!XLwcW>F*Pb(*#~{1-K^y zl8N~}A2L6?zFl0~@PAcGetD&K*VwvSx&{P4zOx>*ZGi5qr*Og1=7eVsr9LO}g@u_$m7qNkiIr*B zjC<()4b*evrcS*Ut75?9^OL+Cz0CVgNu2r_r!)X%$9#Brx+@ux_^HUZUDQ~OKuhRISzi6rXdk(lm8<9H7)m3Iyq_7>$d z-G#Lo17YGK{}CN+wgR@u9UKG03y6`}_`AwDTuFF1kA&l$>ryL(5Qs_2$9__3V{D>) zaxmx_g%y zF88&)?d+b9Yz>j;;b|un5-Ug>lVc$#c;llyKeXmm2`*~L+^0*H<4?DPKzGu#dW%lr zMbS%A-7cWAzmEpNFw!`jz8+RRQ3i%7=0-@}d|a~Kf!eCwV*O#drQESN_i&+n@=`$0 zeS6vyWy90C_8e&~i4iGFL0h>*JXC2DEPS3|HQ}BVkZhIaMl%joH#7spNiaa1M6k^% z)7Aot?=y-@?SF=M2b8G6y8Xnp?c!r)L|?G=;m43e{pa5`X5-9Tg1{Vj<6AZ6 z4eBwZda^F-c}aOan%9pP;|(VemAlyWw`6;_>+1_Ii;oi#4Oi+|2x5_7=LdW-Jddk= zlQ~fwG1=)jwz5N?-b8VJnk}vqk#mw#k13<2*hC+!g`(Q^O%3JQJa3X0*l3=i4=Cf{ z2NV!aOZDMOoER?6d7Buz9*|+JLg{8wKlQwxGaL3Z>8zovN+57ua!y{O6cG?vgYN~& zh6urImNhKL^-nW1hH!QM;MFeM(%@T=azM8vtlkduXZEF%l+P6mu~0P!>IfQecN{h? zQ8|}JA=!^ay7};vWyE&_&}5nLtSg0XLEmqfPvb2X#Yp3os3d(y_-~Ko&@;3AFATz+##$j%GRy9F|tw1f1ooe#GJ<*x99_8MZ%s=RDU|{+=-$@ zfa(~FPB>P) zas{F3a*ak%>5^3M@9VM7{TSI5)W`KBg|@?6jTcPQZAwv*2u(jVU<{#QNz_bCd8KZ) zJN-Zx&$^57=>b9nvVR0K8`NO2(a$-LWZ+Sn_Rt}PSI}HcEDZ8J!COoXUBItR8v5bT%3#l zu?uUw=+A33lL16C8diXz9Q+_VuM0lCJUSWV9A{L{dZ4ZAnWP6TdX&yTEU`K)kDdVk zqQG4K{Y@0zw*PT2rq)Q7aqsV5;r4SN(Aw0BruD=ZKIYbaq|s4eegt%YK1e+|id0V< z{E&U(rWNfB!Z(fFJgJZMN9LbxpA_6~^b+ecYIqS#{0?M=d|eea&_s&Xi~5^$;iXgv zABJj*;nd*1lCXs}QOP0WbN&Kq8d~Ur>;&Qh00of5m8huAuRU3cE6|}|d;^28KT{j9 z5rEN`Ml}>>rkvL9jeit5;rjCYWP|!z5^q1kOprn3Keh2%>qC<~A?ubL7&ru^tHEYPw0B}FVx;Ot{u$1tbX1~)xw)w6dhp6zFyaSlvWf* zJQT&5lR|AMVq#Ol--Ir;7X1E48LA1ME2r~N7Jkd>jES+U@L>xsF?dSY9DoxMfBKLM zm7*U)(J0@|x$OTL)Q=>SW_D{-59qefb`l*JZN?*&)*;7J0+X#s;CfE# zt)2g}=3;_=BZ^`pH(%c3R-WWD{VY%abb3K|^#3?J>wqZNcHJumrGTVJ_ee^INJ)o; z(p^&0Ih4{d0@5HQX)p}kp>&JVDIL-b-RBwCxAtCVe`}rXcm7%`tYMh#&XPN%QYQU9m*|~bEHd+)aoL#CPD4~7^G9aS}`$QiQ3Lv-m1JB z#~W`R;}j#^Lnz!HfKezT%*$!LCmMFrq++zS|<@@xjHFE!jw%`u=g`%bYE45&A_Ia)hOD^D&8Q zMnxK?VZ#o+Z@*0fG^+2c^y8qH#&HbcC4AO<$9q14A3jIj)sNTJS;sLePz-Jgvf=&` z-zFWk)bdw3XBN>4AXwfvoONhGjgKD0jBWa?fu#TVAp1owD|-b;x+*zi8ftD7I#&w1 z6n(@`ZrR5GHPw6jm&!ffPpJ~4(C}M>>)Q@2)2gT%^R<)!N^~JO}Rn1D?9saz&6XvSPKZYxE^kwhoK)a`7 zU9nC4R@HoD=>^yGnw{0zuR%VlwSR;RW?wdzc5$n8goMXg zSdC-P6Us2Xr&%JQec#{0!nICb-t*$~`2lu}dvE8>bY6!CDi~oZuJOe4gj14X&FXOH zDAoz+avHKO2Um9}^dIFmq}1#d+Y)`PJP^?x|Q+Z-K zpO|s^ikdVK(fP&u<|565Z^$opuOFx>A9JO^7T8(Ex&=^bs<$WwY^ZAvQ-*g5E6ucH zDJu;w?l7)u*-92n#~y0jq?Ep!u4(8qlnSJMZkx>Q5;SyE`%;uuIoedk;BSo4_Kuac#nkhMlZ_tW&wP`3$!PmU*+cJDKVG1})zF zuk8!Ae0E%-tmYowCL`z|*DfurS^XrU25GF7nN~em%8UJ1rUi;FUr%oqh1>bo6&8K zAdAt~KTWFT;WaO6e&$6}Ii8|&An*1GPdKdksLPuN@iMTvyWUv4_aM}2n#2Qh@@4zWm3k#zzSQT?U^l%r<42KwGr^k^o44{LbAEF=BU9RORNa%v6d z9ZET&=eqo&jw8tW;Dur!pF-C-xmy@1xO5jv2<^Sr*Ad9=5pIlkcy95`3DHk2MBY=I zDSrY%T{WM>&eOi9PXrm5$0pC_7R=Lk!{Gag2R_vt0uA$Q$DIN(OZB>h8B%+qotlfu z)X^I{%1{k6ug+k#hGLsM0mv}3QDWo$g5g|yPM~kvrT%ma$F%J==9$Ma8Dn7C3-X$! zf?`Q7*VSia=Ze^5T*6X~>tl|7DE`Abzo5$>Y5o>M zXk2vPKxZJ+uU@4{eM-RIexoffpl;!U;m{XIA?7D-V#hu)3E1|3G? zPYmoj7`^-VVuA@4S0X7Mwn;li4a*PkAy;sV6{Unb`Vmr`LS5DwUgYMI6~p-$)u(#{ z%IIU=nx%g2is**Q3vvw}OR8J57ZeSBrKuuTA3=Kb7DNnzkKXs~Irif?7ANU?XQKJ)=brf{`mCWm$lWS8jR=cr567R+lMjzxHQu0{07985HGpofjn1`Bu_xf zu*ayJ2ew;tDd%m!ubGfAP0Ibi4W2g(BZ=1-#SM}lDH#Qcx(&t#@w{$&T9NcbP7{SkQu@h#>oseLgFC0&TB#9qKPpQ?x;eUvWb}lo zE@_ttpo4~Q4;MuQ@Y>z$80>}*X>#u5>Fj@Y5CI*m(41O(LMVVSRK_2jZ8!Hu%TOjC zxr6Rt&b4X=vjN=w?^gT@-D)fCoPMp`~UmJ@E#l8|cbxRYanL zuo4a?3r8nCpjC_cSi~XT+IM8AUY9#GCS&Tr50dc65A?iKLnsbaXQ$`S_p z;azmXk5ib`Fpg;Rm`BJ6so00bU$aGJPvj6_B+lxua@~Rze;l07jbfOS;ZGf#>TVc= zp!8L2#@8$z-6+VsF#vtp_pBC`gL&l&eH`M>a8z7`b&dG5Nb&{JB zjvSfZ?Mf+@I4@tDzQ&c<{LV_APa7x2uJ6>z;I`g);;+y{Cs1*BZq48@Dcy6%35ZK? z7^akNR;`zG%Zsd-q`810O#JKfhK*P*aH?8%Gd*X1Hd`bJh-|z*1B$=xx8^_Qxi8`F z^&_4QYfsU&=gb!eNe9@kE)*BJq2cT=cE?IFdq z&!TpMZ(Kpnn8`?uzQrt}<5-ed#Aoi4u<2zc<)2;vr)jt^iXFXoK&esudT?7j`jn-? zBN%2Fby#am*}^5VOE@;Yg9<#A} z-5$DoHKVPV?lI>f4ymjlXoe%53$CS$>{?onC5{0Ol1VYgwDM0a{8;mmtFgmCI|u1FP19HMA`nYEa#>@|Ds zrU;Jg2|@j*E{4Lb0c`*e&(K)UMLy>z(}nD{-U$zYoU7CF-i<$AsVj!Uw!M&@vHszBR@G4-tDu>m_l0>_X(!6LqB zcf9x=5$(I+%^Dvt{meA)ZjuQ_X4c7!0@k2!5`1#Q-ud3zVgfzZHP3Ar5L@w2u)i+& zp)nXf;>5HCOr8-)(CizaL=^Tb-!jE(b9_K>8%gLc*tHf`eTj(Y=HuDTA+xXh{y^1a z?)73S7^yVrNaL*~13j;4(M%`HbYB10)yDTmiashNdp8ahq=`djgP5GS<=tY4!$&vo z{Io2qm3b=bt0#!%(-L~8f+OoeSB`F|h>-Ol#0$oE3fh=fOKI)~1Gx$$&LDq4H!Q3v z@voRyqdad^DvWukP>T|m7QmT&2)p^mE$LE-&J#$kd(S?N2!B(nHIvK!g?!Ow~TVxU<3h|XSTY5L?Ed!6C}UGlbPPx*Rku8*4ZFX7EI zTw$N1y|l`c3ebKPF{g{%s%v+@(C+i(FlkuR1>pl!Ismfv$KBK;_1_mBvs}0m(3khCR1Mc*zZTsz_JeHd@ia1LV3`BO-i{;9L(x;HI$hSmHh;ekUws|iJLvOt*9 zMeuBa{0v${imqa5@)i5;=i$~S zH|r;2jN@ihOfvemDn0forr$`wZn7Sd(J8p3Iy?G|j=al-l~&JrHgFl+k#MagCN<^e zBA5n}^Z<%u%M;y>HQ0De0#1zlGNtl3+pC?z{Z>;g4r2)j<`rIt@4kcqpg zD$<0NxlI)*qm}61sfiFKsU+jKc^JzhM};-rhh#fHw6f4X+G~^&2p);D(76(%mn+Vy zfnq~WYG3wi>U|cdOfh(NSJC4okhzMdDcr3TCU0#35>TyU*3p3qDGj`k2gX5x!Y2XS zu?wpch-fJ-#ki917RTQ&^>P&|l|qj1OKh4{{{)QzPDnmB$KDVCmbIlYX5}JZy*b@h zp9?;3K5X!KUf})_eU=HNulseMypw|(x=2hvMWlcxnwNF`f&veJr}q>un$t75f>i4P z1%I;@5Ch;xk#w0bjBaFjOBMm7yE?krAkCwu@w!u0BG8MAtwKp|7&QCCvK)>}=SbsactzcPA!l9jRda68 z{ePXmp)Sh9N%tS~4@CyEf8?%9^|&(>mT6jfIYq#>DwLXz=8i!#3thWPLso^Egwo@4 zJjrnv>Kr2VCF?8WTq9vN_?2Z0)orbqm47I5jt}VWD<@rogv3J|Ayu~a;N`4Sa7OK+ z)K@0@=?5?6)@W>n<1I?@>{qvJ`-i;}+!D-RGO!!&;2MIvI4Abt9I?k;EiW{i533{_ zPD=@y4{c=|76GL(&^iA)v(R7VmiA=H=a!J+RGj#PyChSO#7VsRk^f39=N=5p9Z)qn zRvkuw)H06Br}>ezO4D}3Jk{k<$noLlOEv>@%_p8>Kk+0~KWZ%0Zf@&`)Go>n*yq0N z7*c9?twr|iE3dgN8a_+!aNdz=bdHuHF4i_ntBjF-dp=RN7_;55#p}JMUlemTkC;8_ zzSdV&*L1NGS>-i8yS%3>f)?6uF_UJLz}nJAFt4Vma14J?O|}9p3StPyi=)PXLHM7-i@Dp2p}~(Cl=!0t%_;D5sI#r4;)Fiqfa~XUDWu zdaC`#r3A)5$V0gb%KGJr6>e7Kv=m!ug$HWMI^D7=z*uwK?xaoPFb{tRVp8}F3f3vd zD&6BRJ_reW!B~xS$_^EhOF_pr9p}5oAG=8pGo8M8lfd6(VKvh66L4&!MmJA@!e_5j zL_L*t1O7M!$IVGOn4BbRhzVn0eKT;%^Z8M?zeV(ZdS+;Hb{<80$)K0obM*##DQ5jD z)^qVi1;JtM?HBUMR*Oki8J0BM;da$<1)+@XXoWhDTpU!gzuSx}Iw~mK1(W+oS><5H zso|A;TC((kN2ae|ziDlBAXBJa3P=e+>W0}gFiBx*Bd%+#5)vCI6EUCJ$ zc_TPH3fw^%hcs-Nmmh^;_I5y}TR#r#k(rE9Ocmffa_HEXneHg>=-}Qfk*xf3J7su^ zmI!^oKW8?D5-o}0FjL-8C`T!ZLqkPRg5@4dl6)_T--j@xT{heO7+#6X{IBMw!46F5 zz#_*|kH{o;UbNaa6Ct@<#9z~p2k*g?$>3+{ce(iL+|ldd0BsQw}aSz zdBV6KNuIwgMBzM)Xv}^0N)3=R@<5~OXJXqwbInK4E@@tVpF-Kz!7l8h{O8YLxO%JI zn7N$%y31w7;$V5)v(?m79p)^Up5yIa3|vq3>(+j+%4~;ZKHjKl&FPGu2i%jB+;bE& zDBSDR@rLGkaVs$kCQS84Ty|-Hsx|@OTg0+yzKjHd+bEhuH|cU24mFe@AZ44La+~O7 zz8!;OCWdzEhcnb zpf?Nv>u>nc0AAzsL(bas_Ul)h(|it#gkSCv?*sumBooI~^*fd^7$1afVupyj%Tk|{ zl6`>|0kQl;_hTWzI2sD`mfsYk?uGt@mXcjChh;C`#34^|=X;w@`>hCLu=J9b6++WC zUSVs~TX?uS)V+PWm}m&scExP_jsY^O^hv(8e0#5*h!J?>i>pBco`nXTy{ZkC^_qq5 zw=@5|csyumy^fUq7*));fDi&09CKfIyPh)ug#I9%ts}tO9=4s@sBc|ki$i-Pg%WTmL(3IkxXHBwIxx6!JU&nD66ErP z!5732ClQ;m*fz~$F0%VT280ET*eb2IQvBnBM2ro`vHW>Os9%dYr-lS}e>eoc%r`DP z73eV6s-T{{&n3RJ%4MyFM3@XtKDsDrncAr88WS z3!s;Nr~dv)ny(VM&b9xB#l`F}P*kyznkNboLoRey=jLMqGXy}7Bc&$(!jKPQUrh@c z#D?~20(=T7Ew-rrBh=dS7lHLZjf5hCUoqqG=|n(8|MtuO!9M~^hNSFZE1UlR;Q#r{ zd;aSi`(}jkVa_N(J+vhI&->)BU;e8P(m%Yye|^g!zMr5?vWN4NS`aXnKoiOOs}x*r zEK+C{Qu<8-J6Y2J+WH#c;fzqi=oM0nRAZfTYx7`SDmw#U07F|cD6E5l2C~ppTV0S1 zy@P^5DXl{N(p#Iij}At&*T+y5?Isuja9!$nS-$+h+Z2)9FzjVItiXVH*6>V1CW99r zjZM8_Z*8QHwQ9zHDL2u8>u}25kWM`e8FSSS)v5&TMxn=85fthptr7a7U1`6-$^Ydu zRKfI93=aq)cM2T?Ex&-h_sSV|7pK#gZvhU|@|u*pO?dmuwZ_sSQ(*EDtQ2S6!q_d2 zPGJ@RW(B>efITr+ecqE~+;F@^w)=Zr_8H){Du0syBC|=f&F(nweV0jLNYHBP0g#zS z@iM^ad4ZI$K>ZaN-wQ46R5&F-zEYLuKrf^3?X%{VY2ZWCqvzaf4jva1W<=;#*x*vs zwC;gHB`|#mw$fM1hz8x!dnXvc|0_qUwGj~LccXFbK1K&gvEcAkUQk!@F;%ZsMAuFB z7W~+4%8edSJyyFMS3Qn_I|+%qHt8r&#Br<6c@6do#A`Zxn6(xL$$H%EVL4^u4Hkm zAD)JmbFD4t+Eur{zQ@ZPI$z5EwFC#3>%irkOe_Mnri!cTp?3H*PmvS6W-b)KU_J9u zq6TW7B+4Q#s4-oqvmJ_1et7x3fnxuvvi9};e|B2c4sD`?4t=qSdU8??XU2?4pi&84K4va}w0dlV{WUK{>-PQ)Zs$S5Av`P1v!*m96 zyKcGx;Il++kXk}(?0Z-{Erl!twR;NauArxg#5^Eg?nu0ylbfK^b&Fg;h0?r1?N9JI ziHqqICdw(KRP0K(KjZ=S{>t}eX728KgL6EU>a~!RHfsY6z{e^1eDeNy8}Zh9SDMzp;L(REN9^FmoC! zHx{^s6^QC2LOxc92Z*fAL0-flngP{Stz65Fka^THD>uafknrd6>Kess?r~JdD|eiB z7Oqu7Xzh-sWS$A^Km9Xu{40R`?SJ0lqdwOu{{|F-OpJY9OG9iHS4x!iOdm`HmO#(d zF#vrNTuO$1w0GCvBpy3)i~y5`m&5l+y1eQpEuQ)(9^;V-YyD!7%K!|Y{8af7uk1~1 z=Sy%-3e=n9HFP?4VrEvR08;r7BOB*eeDKEmf)!4#%sTSHMdW0K&Ur{(^F~zB2fE=G zXv(g?o^LbM?~tumAE$xS|BW8+3zyzesG-Q74nVC~FQ2}D!n;+s`$SH=h?OJ{Oo38> zi9-`YSvxNN~pkbEk_gsi^Y z{3iNmjQh*&`EQ@?yCCW}DRVRXBZl@Wp9q>fuMJtVIfyN$)YlOMuio2PcE9zRNYQ}L#ON+BoFCevkfDPaHf^OKPQbJ+FN!KkhK31+HVDMy}0Kl}<*K}`!hIQ>9HGhA~ z4*Jdd!%o3#A!O;7$i&Y{<_X$ucEL(X4;t&v4LdK)>dndjOLThsr47hrny4ftEE=*#By=7kCHEux*4!ms$2sn%8XicqI z>aW1|($oOD81GP2GqqLJjFTYBcMSZ~oOeOd-fqXf0UoSwkE0#p=prqF4<2VodH6AC z+)fyQR#Zp<0ED~gtsH)WlCmHl6*2OzUVumJ$49i@N87XJFV?{k8TQ0#SGB8NOgOOI zK^d|E6?zhwc#oWcGsmCP`g|RD_ZSdU;ZC~|Cu>P418sOP2&b<|oi@RpRyizd#s7kJ zz+K?eBgAJlmyjADyLq+6n5JfA9}@-G7cX44ZxapqMP-!>iGRnTsvVZ z_i;BRO08QGq*q#{D2f*>=_nT$J_#KKWNsI~Pf98z~sfu4c4pGfU7soE|6>MlB&g2|0& z>KDST_i;AM2A*hq=Sn5C+I9}RtrR)wgqcqa*{%+3B1<4FN^%6BQbKEV5z1)i(W(pZ zQ!5L1f(%pz(vo65`4e_cv4b>Kw{WTe$#lY0lJPFHVu5ZYAIRv++jY9R;~r^hn-fjg z%{_=IlG5X-Uck?P#sqDg23o3n{ zsAP56d_xfPESJN~7qPKtP0lx7^0jy#tXrMzuW71nK^UCk1Y`;@qtS^4w(WuK@qSy> z{P5_W+kJ(H&I5Au&$&fyA1ZWP5bLef4l-?!Oir2x{H#r}Z>TO04KOiIQu!89D*P0? zRUAG`?mDQ-Al$@l8+8C}yg`x#s!;ZxJh=&~E_~V9*#U$cB}}}`nD7b!l78aih2vxi zXmM1N1u@B7>9-%zGQHi+l<*>ZTucYL0b^1GiZVGIowk(G3;;DS|C(c2Da9|*;O9Y( zo9=d_3&N%52+_fW!Mzmd$h3x=sEUp%Z15FW3U81_s-lc!fUn=uO59Z&E3HSkPsgEA zEf!C{)qA-E(BydM9cB2>!Sa@4z9J%8OKIfcLhZ)6(_sxez&z4vHH`MsQ@JQ+kM{ z{?PQmH!1xv97x0pr`~psmnu4)HknTGGg6|Dp>bDJ@B}r}zp4kf+u1Zy=Y0 zDIkyQ5wm*JtLSn4X;CYe6yX#gGlx?En5i1LcsCPVdF|9jUN&~E>VTrnfJFknm}4d2 zMs|`-O=NLD_R1jXVgTryiRAOhPEz?EHJ%vzwQrz9%ehlLnneFay~wH-wfMit>NDyM zbfG?*i|o%CI&UJGR4G^CLD+aO(j|fA$Qt#1fbdpWjyl3dry{ zj;vczCW7(~s%5~ISI2%y61Zz&`2&MTYQJf6l-{x#pUsqO*X$_z_^PvGB)Ns}a?Dm; zh!d=z+7$2DXyaf=)9|)PlZgRYUY!Hxd)xUq614vpg{WLtSGeie zNY1He(?pxCW!`e)_oB>Xqi8%@!{i29Yeno6q5DO7H~IjA2(i!7)B4#_4C(-N zhvkCmF#{mpe*F<~BML<{qWkW7alr4iAnVn`ks|-1$pA=;H%-^tJh1~M7*iTm<8CG< z8hCbo`-4eTMazvcCY2&2V^H?^B6OQr4TX@d_3l`isH>fjBnaOpi_?5q8pd$6Yx`?3 z(aMH}W%O4t@lWL&KoiwontYE_>XJtm(Py>yW`tf8k(eNkagILGqXpU9@z4uFXh@!CV?kt|dKL2TDf%htx&j4D_@)}>Q4kK$@1 zbz^cGd=WKm@k6JyTwX=?xc?~aWK5C8A8yJ7U}7xY>umVWVi0WM>0Z20`&`j4-tX(o zs!l)xZvW9YH0&wwH&PE1_OC{(;1D6py|-%F6TF*8tk}ASgC=nOM#zehKP^9kkp;; z>RfSRz|~F$9{(8rHju4o3ea`mFQZfK#MiQFs16=E0wndF>V}WLC{L> z&iDO*N;6*sypZw5)J0nP%{_d?d+y@oElDGQ&0g=Fa14ML430i$~!lwLVo> zKf(vO8#X`jRZm#3e^Q;@14ud)2XDGDT>Lj;Cx6D*&keGnA%LWw711-qbL{N0Qst;R z#q306uQ$`nyB~486CrI!@I}3qXbYzVAThNrpb8>|4@y8zv5zZA=4v$-et7RH$#GR> zK}bZ11?~0xd#qOkR^A2lpm^zFhc&2f9V;(H@|>yzMVLo%ZtLxFBN?I9p6;zmX#f`GYMp6d9PCBlbIieR{lb zm+af_*N25*72>pPwqJ)4TWh*A9G_TES+q;{X0sAei=QJJP20%XZs8pV!w=&K6 zTphAng#<9qxCw_bvwm!sjU3(W^nJMdY~`@#$H(y;W6?l;O!1iihE>W@E~&kGLlq>U zhRSQ5v$^h;6zwqfrm$jUnmJ1G5-mgJ@48h<}Kv(q*5I7ju zXR30g#Y*Qh3KyMrb<`u~N?e8x3JJ3t#J!|ko1AVx^b7DH@rBiV0zME{m7>57A~GKa zEb`VpV$j;9QF}Zzj42fyvjjq8>fq{48q1TOvIB^0fhWv`44XhV(xUBTeom)BFpIm$ znApd&5frHUX53>wVnYW#x#N4sSpz8Iy>fPe;!`z7l;6%*+u`H>NryQ(EEW>XMM5&x zcY?#>qS{rhYhUk*r#~L<(IGtD>SwWeBG#r77Q43!QV<2hakt4|S6tM27LK~+G~w<$ zrc?3{ztk+NhTp*f$Lnr7C%pr%W@_T45!T-hb zxTo;h!Ygygi1K2n$V?;Tv+$NGZX}MNNSBQBEMFLE>?Sgj ziG3kB*pE(DvH^k^enZ8|(DClGHQZv-XC7~I^)+SrMr0Z`6x&(^ga=-0g4_@{egDIu z9t%X=gxL`PRosKnuEanwhFf_^1|2JQ8t>x9q6=6SnMPNTK!Se9qrAJK({5}(tABxS zExk;WoM;RJgy=pK*w982;ytZC*808vMxjg~2?Onk3QpY@#X;u}VATaG=~c3C%Nv|} zN>68TWQceDT0qP8Ia{-{OR)k9CwK4yHY(_LbbFYUM$_tP9Kl9_&_!n| z;P*ZLIMP96<}#I0wSB*rS3=NA@jiTz*y7>v|FFtw4pbSQ4%46Io#chWkwW31N(2FAe2$bR<+Qw zFo)wDrNHyW^azW{X1WWIEdbO}ke0BiUwZJnCO&^}xn`k(Uq5ww7b>cof0uGBTK5Z) zN#9_#IspD%l-}~t$zHFWdFFH6N|x*@j&Mt_ez#__g?NvSaVq9qihWjvT4M7$i22rs zx{{;g3T{HL=mAG0gLj+>17&Q7jiE3MaVWnCA40`#ntWh&#wsVb*bT3CZ}{+4==s6l z04Xu~>R+Cd;$!C*P`4z0yIiR}> zhl6G=bdFY-&__z!38gdhCf9%DvZ6w#k*&&3q~Nn%4jiD`N|u>%YKRFFwVx-C3P?Tb z@S-q)p%S)Ch&M0QZ?)R0sUOI&VV8hO#Es6+Kw{@tn}Fl)EW`IxFSk`dieGikfoN@# zuG^WKX5;bU6Y9 z_2qUgV40lybh@OQ$ahHd0H46VuI`3P@N`At$?KrY;kHYJ>pox3swN)=3ILJNJGnen zpe=j7Z`T3ksy>`CDD~DY0X?I^qm_b`4a*CWOFb=|H5Uelb!P}5n&#fxAV}jCb20|6 z;`*FEHf!Qc2g25wZ=m8R8I%&tS@)Y)4V-i(63#lY#22AR$QSb2>B;^vaB%o3s8jG& zoa&;2xlyj+NAG0w``Z7^Q%F_(Jx`$;x6IfF?fW$%6PUmC&|NASUqZTO4JPccqfezB z>~s<rek6)@=cSsX|WJ?b~x|w#j5gt*)c;do`8rlVREDQ;9D@sQA#M198|4Xp`Uiq(5 zp^LI1q|z`BvgX|a3#xD#u)SCdCl~x+TPLy}9rK>RXaGGt2ej2RjI_U*L^CoaB$_<v?L;|JOWt$Cgk*ksvdMHMv}lj zmFkwy_a}wHLM6W@NJ>SS5=~dEBq=^NgVREC3lU48Q^vlK+xjSV7!VHCwIJs~FWZI~ zM5`GnW#k{qTNuZAUwIQ0jNj0sz_y^_FKO=s4sO!CfAbjvaeh`yKJt~D@S}cE7#Nj7 z-k1xAys?MW#{{cTo{RU(JN2UIkb6=NZM2zF?$cA0wUEPjM0r9jWWlkAuEjC*KNq$m z`m6SjHu~HrT?RVlo|Bt;j7pH^a&V>9D zM0_C`XWF%ROK7t9VOXuk+8lT)$Z7Mu{+&7ZJB%I)ql(Uw*P-u{?l7{#i;IIK49Sbd z{bP(7no6X!Fky7u`mK2UB4m0N>Cn72bKn$XhN|$^Dtq}R?)n;^fDuJ^WDEu0i=^_+ z@1VQctf~QE)xz^=^b|!2E%i84+*Xb?qSo6-^wZ5a4|^`?dw2VQzYefLcCzUXK~frz zfRT$cfPP3LNn8pV9nO-x>a_621~`qrT!C>z--(6A-{$KEal`hQdd#67`dr5 z&5f9Yu}XVGUG~ba`J7Vc)f!(%Aw99+?v^eEKj$vI-$-ydoCQ%NlM}Yz0}zYvBHi4| zC#p{^E%s-gI^>Cbz&`QUI$0p?GKmtssJdRNx$r!0eSzkeW?SpRF{c z<}^REwHm%lla0YwDj`v(cS`ON(YP1uNb0{5>{=_+%)I|J@2;SZ!C8r3>5R5ny~Tag z1fcg!LLn2NZ@6ER2Qj>h+q|2-E%O+mxI@7|#p6BI!}NxK_V_xMty5io&IU{3U6SLD zcZQ#R5B^YYv(K9(t%fNiC9)pQ1e?1JE3d&zBWJ6OX+~nQk2?2(Dv%fDW?sKY$Ch~X zDzKVlzjCk#_xe#1Q=Q%Gr}Ab7Go|d2ZxtA|Lu$R597nA6^93Q$ExAI{21`&a5XjG>YAU`n*t(DJ57gn z_p~Qpbb#SQpo9@--lS=o6iT8TRX-p4csrc#eu&q z$)|N6=3M(zDoAkV)wLd!<;GxjpksHl>N@aDhQ;^!KeE*|yWxmIpds6lEs7y3hiKTi zrybZTd7sQDf$F?Zy~bt2B`E`hu7ngE!3Dg4lA3J^LzE-6`UAZ5g;1?(Ttf!CQBm(L zn8mPXq9>kj)8U+9Up|1?R`R_$^Tw+_A{lDl4=XfCI>+{m=+jZlfciJmyS>-J6V-J_ zZG1yxX|%gspz{Z^3|;>ln$u9+F2~JwG)V2g>y&|eO!7pNf&j&ARDMd{LlURv8DH@9 zEg)H3nrF#`1j#|$)Z;FJ3`N%@B9#*WaYtGT9(amjA?n_T^BiaWZ+cD{Z29d#l(Rdj z8bHAGMPTrd2h&5F`Xck=@nm^Ao+o;LF{S?ZqVHeTza=w9*<0v>ef5Fi)7c-f%8_?A z{-vr_W`NVb-fZ6Of0N4{4Oj*w%yYa4;9KIBH2yD-i=lq@*hm7Odm5 z2K1YT23WOsE#XBEBSR!zvl@LM8czG0;qW3#^bClN#>7ewEaaEAmY|y(aVz zuauNZBfS^Lvoz2uCy^iz2ACag6dN)*}kwst@INPumoTU0ARc*J^43QKS!?^fHABSm53A6;fk_Rvul zj~0!k_d7{4981XyTtu{}WX4#3dN;|ivz2tv4&(2j7FnS9?1v#TP|o{9*AjE;h8~j3 z5S!{J2@2U{^Vo!W?xxdUN*j_e-46&>{ohBDD%W+m(Ad-*ix@OL6z-p*)&!|PE1sJr z5+uX~%{q4DG_*gorjXY3CEf8=2AjYO&9v^eTaD4d5NC=1Ke_2|DAB4gdVc=+pnJy> z2g7K83H;hfW~}yjU|p?k;20Lznt&REqfE;+tnfYqCx0hZwd*?9(SU`O(v2Au^Q=SH zDg==+3zv8b`on0sjajU%!(`mk2TnkBHKO!&gse0n^|QU#)l&Gp*VD#&!7d<)&Fepj zQ~sSI=~rXZFYlM`ul(Lq-+bCH#rgYLVE9!*Zxfk-g89NSen8NAN&nEQ+JIGWN&u== z0y{g_w}3}(ak~`uC2)`A|80@yZ+v7&)L=n}$Oo&`VCnzb_ahwnYu}Fmez+*Av?Rwq zY9%oYq+0Xgek}HD-H&zP#mI{51K%?bZq(MuVpExcPwM$%R(REZw}em=FqXgwg9P{) z=qwlISElyq9OUe%H}psYeeoL!gZa}JcJ~H`$QNNiu~)&nDE~XhTIKphM*Z%U%B-64 z?VH6W*_dFJu8Mdo;*Jd~^&E$Fmb9su39F^730&?)u~a}KF)yQAwrV(SF@rVh9q}+W zYAqG9w>MhfWzFy*%m6vE`ZWW%0ZZvBkcOOpPk1zT%gs{7wo;KpX5% znvJgGy}EK8^=~p_>F7jr-UsVrb{A*IO7>Uw?xNv+&_zq-aDB+@atrN`@4Jd2cI6-b z=qi3?)<|FRTH3D{{C|Ao-@MXbuvqsv&tsOq`O-iByg$Ep@Y>bDfc*#9dsqMAjs5wJ zfAdNzbZ7gZ;+7Tl|vCED=*P_=8K;lfURAD-;Z;Fjt_S$Y6+1S`0-OSbX#uTAJ%hJ?_ac7bQUuqYJLL>i_~WQWcekY( zt{Nw@>rcutr46zM2Hd`x#3Y`6LsQqbd}RYn;8q@8NMTOq&=vs=WUX;?@No&s^oS%U z?^CG6-+UT>bLFo5>%EEfVp5aC1(B<~9)KaN1*+H6n}AI&A9+@R-BsnfSw zlhx~*$E#1agb_@E5sn_H0H(mcfS(OuZwfzn7`lW0OpT!P(n4HuNH72NNITv|J1IDoVIdMqIeW90bRo~*yT-n2&D5% zy@s7I-~>|(M(ESrnlDM%bQbcIGd7`-!1c3u71Y0z<-j`Z9EgzJz)0#@fbcbR92dar z)SZHc%ufT5T3q_}JvwxGdo6is`UMCbZr1!|-n&{~g|OEMlzV-^vu?5{nfp;6;LAHG zzz|Dh&!vI)-66Qq4@|!apw5c+{`%NJVKpd9Bxw>0>Uo3^gXK!37It?i4-3&#i%$U8hXt<+qee9MmOC$7^*T6)^J0+G$*-i9xtPg7` zo}?X=k$fxJSRXS$%&qnUb04xnM*!e^a+;q7NiZu2Fr9WAUd*AoBpwMR85|&6m+eV> zre(l{dda1p4CENOyZ{rzk&OHKYvq{H&3*-r{X>)$D<}%XER?((fFgGiNXF845tFXZ zgLZeG-Q5J%!NV5a?E_1v;6OM#FMoB#7j09LC)m)nRQx zAE+${U}_WPHp|OQXRbgU&xn=MEIj$2JVogVK2*1hLj}2M)SMFU<$*o1*Ts6P^*%OL z2D_vl;#>a2Z;3aZKK|-X`+Ww;%s1%ib*mgQNg9Bl(Ha3(ef^-DK$#?H71Z7A!cJ=O zN3AvLqw`DX>N+(7Y0LR3ba!bn&JZl&J}(UnvvvmB$$ilRopNMTV*rj2gy}OS{e=z? z`}@?4$7(iPkAeM=OE+RQE`dm-E<_Sq7aJnAzYCC%!*t@st9|SK*zBQ_0fyc?L5C|$ zxG>5*VsGQ^_0`mdip5(sl%cCf1@?1c=EQ=Ia3aIS-0lY&$i}X`NYuSySryIM`ait@ zuzvetwlDi`sYx8OOHopd880mG;-K;~@0wF?iEI~>YFx7LS-dGqKGMhjeFoGE6hXP_ zS=TM_R|~*g*+5SKG{RCp5ru0REJ#F!WFGSE>Qn-;dKHi=FUJi91ir$bPEK>`x^D-X zDfJT zi$MpiA@#Z&ipV$xlkM|ezKIv}Uqvsy4cnN^_SQh4KUAayc4Iery9V9~ugjU;r^&1P ztZsseTmw;xYZ7aZ^8~BsBOjjmG#FY9CwsgVP@zR>^?!_=3@1}>y<*cT>liTu8?=bJ z6&Aqyw7JJGCKSSeP}GXa%f-rL*z-pURwBmgOZ%>=Ee+qZqa9z|@luImg+P|V_eiWy z4~DEF`m%!;$|@iHa}xGHg6CUNzqi=vqF@)!`|a4pQLyQqV`Q>BzL_pv^T$cgT>3fd zqo2&;(_pjJf?+*qD+^|cGsv5n&pp8Gn`;u^W#+f|O3vh$CaH%{@K){v!gimaN$WI>WwvrhlEx`xv z;Q9W};7O{$ccnC;Auq}^Mt8o?LfkhnLBUBf z;1g&L+U;hkPHC>XmQ}w* zO;{|FQbb?NpJ6{DLhaJJ9WHnM2#AMI-XO4klJaBg=I^z_NW2;|n#fb+z%8d)SapBz zgYO(8XI4`zGohWSHi(H?c?^oNA>6;I{>oc71vRmK5gHX{&X9tQtek(*76gSy%zrp5_sU<38J#w=1QQB3UZvaVO98QDkyC8 zXiF(b0fT45S6PUT5HYTpF2lkp62+V;qy77L3m58cN#TNfZk&R6nT_bgHuy;F$($52gYo9A|Zt-j5&BB&zHs6zXHP z)06WYARCg*W`!B*m18S_+UlsN6FgPfwCc>e6K+gv?wWU$rn)}QDq{7Jr`8D1oz-50 z+B54({IELoDu!}jwI3xu{O#)oa>Q0lo^Xc;dn+1su&*Hy^`!nK0|X(l98`i+1H|~4 z68gNL^eZH+T5pnM(#Or@no8-#HPv*~S~cv?^jA1l(}$YAweQpoc^bG5sb_zp0_Mys zBGVC2F>XIIk(_w4Qh zn0jZ4a}waR876fU5T{cNAhfRw76E# zKOV<;?hWS}8|Rb3eFT~CqG2Lt+wXxMk5N|#TK%VIL-jUjVrxNms;IhtgE0tG1XUxa6n6dL zv>PIG8G`bzWrw>G_Y6p|)8nQybAWVG7%yc zck4H z;Pph~r%611gwkL(75SZiJu8O{unMT-Tm4CB+X+O?0nT&Q+t`Q3J{oj{|3 zCJ9C~Qm)`d6W1{8GdYB$F+2`7+RnL&bV64SE1yg(iLwCma|dB(SC=xeuTBy7SyDY9KE($c>dy`SbJ$?#{w zoK6``>K-MK(q|x6xACaPOFV>gkUji;s0(5Q#w9)OgPak-~F+%R4njtDtB+BqUw zbBtOOF$J47g_MwK#_L!q=Rw;^zQ(i$`nW*bZC8!J|J50>L|D>MCuM5Rb^=lM)xMOY z{!Mo|O!AB&gQ6zWoYMYmYiO;}XBg298!5Y!HD?CGpNu_NP_HjyvCSjB9HZ&#s9H6_ zp;^>eB%zMpiY@E^p3FvmP7cbeb6~ie?pv=_#)irC+46Q6K7aya6?$rF!ar{dU&BHs z=C|`gOPu^rWg1_b(KlCli0=51G>~kBmOCrqqn|Yo8^5;*ZDY8p@Hqf=Wpq4~itL<} z3L}TtV9@Thuf!wJ%uxi$V)}!`F8ijmJ69HDld`~ktyXS2kr<~OU9u=+wh!)hwg46A z^!qe#0+q#8FK6o!hUrDqzL7!Szgv#d@dHaEU+vt4-O_$^K;-u;$H(y4774WM7y5r* z^&TmbOSuxLOY4tIwU}=3mJ{RhD<>KO%FE9${lIV;L=-7Ms!ZN@h5&^m!eAaZj0 z-gXBK?syG)qm4O+#fpA02dHE^1(`k|jFR601y%pfG-ds+xAK{(oE*}G(m1E9R<*V! zS@?+xTkqo|2A$!5G<=>DEOrpgqoY-fcMP{25ct!3CL&7N5q8%g+RALG)@7!_J%6I6 zkM!70*aarvdq3B7+cU#!kiv@l21xFNc7xkmuGzhN@;rbqh3Yiqq4=H3p1#6knjvTP zO(~sBy!_Z_#mjqSwB1>Lo1vCsf1GH)@e0ZKMsQUG!Z~7tmFnw%haAB#t7k)`mu#Xd z8w{eOO-~UWw@&zjAWQ6zAWzlLQmK1q9`Di@o7K5}6u(CRiu38YuK2~e!+kT7j|S~l zfoz1Qa3;S1F{+D&Ta){AcBXY9#&XEOGUYPo@t;9JEWH_UGhI&T@n6s3%}W#s zbfZ0;3BqHYiJ~-2NA!PCMw~eQ?|gZ$lHkJm2Sct-O0eL z%``dOzP1E88H*tDU)=%lU7Ga#=v_b@N1xTK5ey(lPc>|Vp$B&>fHrdX;4AMPFV9LI zZs2%0K>}9=0M^xNxmuMci76@0>+7L`}7{>;o=`JgpJb=Nv+3PBU8 zmPoY=uxZm04mNN0C(8BVf0tJJ~c- z?xQs#evalo;pYc7e4L_`dFDnH^Aq^ukRB9;?+J3BMds#Sp0emadz}8WvHl-3gjWyg zyG!bG%~kBZuX+HWIgUuk3_{e)(|+N8!G&^@!&B3jIq;cv-w%TAaXai|UZ%o!-J^YV ze%EdDA)x$}0~5O%zU2gS$p*x?4rO30vhW!c-IjHGhO5j<78uA>UTI}aw1>I->zy2C zd8fJMJPJ&vJe?&nzhaf38F}GiK?YL&OQD3=1Xf%zc%g!N3aNB z|4tBd^ovAjslYgx^vr1FGUSyw!q_D735bcbVZS^@c5RMkaZ1g2|LIr2NfRbL=MFX4 zN+X$k2jQ1obpJTgsBHC2pLOZEhNVZR@F9N2wez2$`s)p;xbx=;=mE_8+eLp*lk^Dl zUwA`?2+(aq8V(XSUi*d+j>FvRQ1pI@`A9EjUTDhiFoL=A1UFn%e{&8$yTYij)9@Mi zdsWbw@|`&<2agsPj$1?rgD@55h=~?-$ihQf=Mp$Ce26o-&TAaJ^N`!1jeG}^D&}g6 zPov#?BLj;dgJ~QYVU(%ox$dl30-EmxOCUkHdI1ZT?-S5;jYDvDid%rq2ZfJCV7=RD z^1EpXxxpyYYv2^=q0B*)zhm&;uabwK=0S(}#nudDzGK^rC6n|w5nmDYPbq#6+TM2UyMwZ{_0PJ4Q&V9m;2I# zLets($VwCGO;=08A{ z5WU(0%VlX25P&!lZ;}835))^wDOQ2}?1Me`e#J+7^#b;eKUc$*#-yKgMTNNzjCQ*W z8f9;XpzYM|qNBUy@G^2))gcG!U6o;TZjuXDl_n-wZL>#{AvosB3*zl&>Ic^iw?Chz zp#!^e*Sx>k0I)-hy9gGP?p8oaPz7ncz5XZZ*w09~#hgWtQ3=``%e^TF@9g&Z$O7DY zJBO1zgemY^tyj@c`+ITkd3l=tbrBheO^<@kj>2y?g(z||r+TGIPOMV=yg=i@X1eHY zraQm;M)rL|S-VKO zYfoW7HIDRtqorn)21C~@;T~CmTPn9TvO-H7Iq$7>PgKD`l3~H$vQ68l)^%rFtQavx z%C}ZnRGzsJ-RMdB>G9bQG=9X?APL(^7d>dL&mZJ?!jm;caCUGI;D+bbTk3=qMZA7? z^rPLw;(hL;kZM?a_x4%bmI3yq&;QKc8XW3=V_Ad*6^jBkM0qI9{VJx!3RHN)zhoV zJEw5&K87VSJ>b?dT00x-p@c2nr#m7py1k{KmZ|;UlV)f{v;8l95 zA#|+#W(4k#wJfhMj>AO5%b+)*TJQP{<8+dG?0HKLy7!!7DfdT^@q0q+EfBjh+5~8K2)8zbPIGg`-zoy^ZWLMyod(cW9o7} zd74TZN0+}QQ(f>5Cl9)cO!VMus6JOHKWli8JQG`(bwls+J`CUJ)EMQB_Cs`E3!`rl zdrR%FSB*M0Uom=+a=#M?6>NOpix>w-IQ;Q~C6@I1kGauh+|@9TKcE~WrD~(I49|e> zj{4Wkkh6w3tNKsX2A*PtyG#tEuOvG*;Nst7BaJdN(7)NmKoxdcFqeMo^I&03rh%Tx zPHxwqWT9_8w>?pswZ9sO-}7?`MK-vn-KHE=T&Ud+jBaGYMS0z0pz5y*9gAhvvW&f~EP1`}WUZ=!E1i!?S$Uqxj`7aLp^U&}5Yf&r|Ma@yZ z&K^>@Oxy6dq0&P)`7xbQTN_A$8=E@4FMooYOyBoNkzPlB^g#V*Rp8DCEvyL^tSs#v zVu#O&Epu4%tBsBiPO=e{)XzBT|D-o>7ginMcNxbvlHiVy;kmO(4U@rl)#UD>xH{ zlv94Wv$Sn>mjmas=ZeLA+F~QoH(2}Cm>zO*rLLQ~?Z21YRPOjb0k%~*m=;A|Ba_Pt zbW2vm%nj#**mVAl54o+X{#8O0&imo(T+^rrx0}WEBs_M%(A+U@9+VSUG~fKuBVwN2 zs6d){00p?YLO#l%mF{I>@TgWO($4R^$wc>yD4emx>>VLvs_qfMFfpE0y$p}X4GeEy z^9ECi+y;zU{o}70m0ug^3c`n2qqoayp8L$Grb^S%zS5+KaGY8xY@t@%Sifh2Zy=@j z33*gmk$RglKRwLI&!dCL`(Y_+dH@w@sto|>$a{4`T#v}0`=BP1jUI}wcrd3%SJK%9 zfh0{Y%?#Jn1%P>6`cIi5oj0*w&q*C(k%{eOdp5x{5N+6~YdeJ3t`FH_Q{x&8L_UtJ zj?%1uqYt%S2kd@BM|_K|XB8^;#Es~*&2BM{e8e%&gFg8qN?_rd!oj+jR;H@0PP!(? zLb=~R=)I6Q@moE)4ZiI{&vrF+jopY=W9)T)@QgJcvLqVTs|$LV@{{Y$leMxY<_vE9 zlFhEHm&Qdmp|uyWJ0;7hwFYRj%U zR$7rJ;1s%_YS+j18{gbp@%NSFA1C%;Le+8~!+g8vO&zD|S9w2({JbHr0{pIc$}0ym zl=U#-lzNuRQD;C}>XmXoRTA|q;g4l$%~TJtl2WWfU1{#Di&L#aQTwD7RIdLK`2y)< z!*VXz2k155(=Sy}u&v-3QDLlLVZ3^2-BDdmw0C8!`$>Yg z%ek@ed-qQS|9jzhJKTxow@R3xs9j(yD9D12)-=#q!TXECJgHbqr8(V zLCHpNK1b@WoXwg%=zvGJdn4Lg$~3BSF$d{n@z?i*{!AX4D{vb{WA(Lt4>ATZqjvn6 zqSGGiZ999RDuKLz*YyFo^~~hsS1s`$YHYR~?Fn>Kp?z5Eg_iBhf0mhD1) zT~x_-4k;Ng$ddAA(m3`E_ER+V@1h-wteuH4W@3yRjifF{nX01Sm!rySIVb8=)U}uz zi8fShIY`Wig4jZLTWcm77js_3Oa88aYY5L$I@zVYFwxzCde^$BP;t0an@6gD03xYv z$@Qv?y)ke*`t1_>N$o^^h404#H|Cw>%hmvbthi3$6DXmSGCWXqi7-r2E2W*5%FP+a zuuc~dn$z1?1M$4JrA7Zh_DP;bt>o(RyFQ`ZRHe?jdwVp{cAjb~*|t9=l@mkGJ=$R)G3*u1_GD08roUh z^`Y%#zkmTvp5(W)NHv~=c)i*YTEnH37=?ibu%Zh2C-$X>3 zMjsYSixdlV<88YZ*#;fzL=2)6w#Q``JP#9iitPpxLi6^8G>_1&Y`@Kmd5=+CYp8*g z`|f4;9`>*6Whvd>q?6>u-F<4isit+d`zHpxJc-DhVGQK*X9P+h+FE)>j4U_m6MK%l z{%vp3^TNd5tILx$nIo_O*3+1{Ue>*d&`_9Z2kedCREPGufxeM$2E~4nAd3brR_uf# z-}Sd2iWc7bol;F)q5mjDw58Q5*yj>)nk$!*m@;F#B(Q_53yPsIm45OpO;JR0OIfS+ zN=hP&*43|!oaHHlO)ff^2W!u8s<^CAC!iLsB=bZ*6W6=)gzzN&aKDaXBJPTmD8hs! zv9Z*v{C@EG3A>IwGZs+TcSZExvVl6ymJJTVpm`h~v!XtNzS(&?Dc(;n4J&$taw&0m zA7*IA*jBU2kQk{a4?z9ENKWYn?E&dj9UWmrSi9{%oJSf(mrE z^CE@{4r~Yg{p$Lx{en19*??Wl^Wtkm_KM5It=_M5vIf1?d;%|a;ZY_E>R`m)v7q(QkW1xiH zamd?b`qQr=c{DPXwCn&n?H&DWB+og?mmb}~jg0h`?yT}{T7QsPw@l?=l9fs4^>*O# z_hnYAstJs~(2OFL$}vi)llh}pqv8IRV#;|!#*V(w8unK5Qz~Mzgj8&@KcUAeVGl6X zbS+_Z;4IswI~)4U0hq$)-l|n~&GIb)@~}O_lN$ttpM0GX({uFb=^`h`aP^c`aOa%l zQLiW~Sz$w!;%@I`ZJDKYf6emv{Q9JbeNJlZBf2N^5eeI-TavR{#M0GP^e;kN%6Yo( zesOi--A0U67oppy#I-%on!8(4f@=_zswI(l%J7Rh)%*vc!bbdyJEC`1IORhwurc3e zd%mNVFFeNgR9CQGrowd9%tp3)YT1sK#?$Q`Um9o00n{Z4JTkd_(T!n9n^T*_&nO;1 z-J3^ACV~5|KbgGz-{#E!16dsapKhjx`+lW# zq=1_~cZ+)FS23F`n=n8Z;Q|w31lFEU02nOp=ldVoU|=s|0d9i=t5WFT;dz*Ot&3%X z?`bt~)9?j0EUei3dKEmWtz@wn!t8=jxUaoK>^i(W1^oEjodGAQvF;{dBqfs!{=nIc zbgarW0kJ4A+{U5mcgvv~0dzlpV%2?qmQQX`erDib#5R_6j&R^&C|pX@n8^mB;aB3* zvK5(C8|b01bar&pH~_{IEZI3Bed!3Y1Jl&3oPv0PO9Uhfp3&$(REJl)%_od5HOSv& z@l%}nPBhlBP}hqQG8<%bg2~qYiaDq&5#oT3Gpm|lHu&O<-@BX9VbUHhw9>5{f_nIW z&`gNcQ@oBQqoQt+Z#HdwM4y-7)I$T!#QOoSUUbeXFkT2%?0x9`*ajX6*?m6#bMXVL&2*CAn(1^h*Rsp|D7i&e8cMXw?E$Haj;Rx?Ci5Ii)grF+q>2DUL|QBf2jA9ij&v z!efSRZh^}EOj5t6Frr?8NLK7*WaS6B{>;El+EHp zN*S%r>)lbxp@wtdk}eKT&FXt#tT~uypbd*>YakxnoZh!Q&h-TF9>=TvQ&8CeilVH1 z<>?~C(T79-xgF`9yU4r%O6f`@M`iL$l;0wGufhx#?3F5M4uAQclsl>r8 zm)KF%qVje4;ZEvynYUZS-P?)xZtJKsX><;GknJ+Ru!)FR9WSmMtBf;<&B_kj3URC- zi%}EW?|2)Fs%407Y&0aYzynsxyURtrCTNb5oNmLVmPCcy>7;9OY-{G#(P17&^kVhD zpP5Sk>kXT`g3Wl(6#1NlfLr2f9R*Zj%SycgvZ?b9%og70w!Le_?F0LD6bCZZN9HSy zALHyK_gIB>ReU=ZTAfx{*WYmx~xss#59{MRuvD^e-YQq`s(^wyxYKY!0VIRw<^CM0lK?+ zd5@}YOe{U2MH?`2uC>pqvYWYr=j+Y22EdS}vm?Kmw}mk$q!OIlPf@vJGxNZsb3uI< zR~B{WWN1qha?B~JgB|YD4;_BZoMMPqy`9xJ=+}62{o|FG2lk@7pGj;Rb%`X9Iaw6~ zkNGN}_x?j~#yL^VB_pTOob=qwsTxcGtUkr1Ot;ixAPn#^{?+~Xd#i|KFJVf4q zasb3KBCb`Hn(g}uZFB-pVYnYRj|p4G$G_gTuTdrn*K7e)mA8z0^9q~pqbBK<2n+vn zP?vpl<8X3!7eTzF4*tCGrh;x-cRo}{Pff=rLG|3s>9XslWo*$?Qa<43^GE#y11Y_hgE2V(@s zlxjli3sZGWA7wa^MU<+uII*ai?lac2#pVnBnTMwJbW9ziY&kz+p0qmqIiESIhF1h; zV|Cd?$ya^Ocj(8P)QQ_9P;qm3NxIeT&JgdE*B^9Zj_^}Xh*uA5lbM{7aB7PLA+6Mv#T)3#ebnW{04D;adDfw;>`Gr z5De?*G*l8G;Ryn=X7w!Qg)-CEzE5B1i)c6b_|6wRlY`z5$*k1?nNXXFv|pqK=Du-W zCWf$p{A*B>1(ZaF;A(b-uq6BlxD})m4rSp(M(cZl<8(x#M~_>vay`*{?LK8loHPG z%cCTWT-tb?V2PNl2`yV;CQYrP9}S=;ScL?D$jaj(8Glv4_M?16q*|wVrrI)^sgy=? zuShUIbb%q4_k_ugF8!jQ|Axee?77OT>5QMN4}C(tJ%$=L){Y}xq9fZ)l&+oK35dwz z5Z$^(f{7P&c)M={9dzXsP;x9`2Rg#w)d9(Gp0(iEMA6Zzg#>_Z@Mk=xCj&*K7x$uk z(j|Lws=gk}YUKhZ61h9y7<+u!bmWz;M=;!<1>Hs5KGWx9G0s?R>(3|U4ze0`Kr8V0 z>t!OP*@ITEXG9)Xe0-H%Nd;%ggqXbY+&g9kmLVgnwB<(@dI9Pz5-Xt>UoWK76i@x0 z<3|R2B`sA|EGlIL(nuvX1_P}L7`Nk~F+V@mA~h7vaxt=-ILhm(O`lsvF4&RWIn2t! z68R%9cE6UMD|FD&n6$-P=gJo+lU2l~B)v3GIO$i)dJN+lV$@9O{V>q~_IHc$q9B%$ z^7VI&T=`;@3y)l%;wK0y7lP*aEKS;*7MbTY#ZYVgnhdWZ8araj3-YHmld614XjUX* zNd=Yx5m-SGOg;K9#magS-{&6)9JEEMAM^|M#rf)W(sTP0ixl0B><>~J^k0Xo9+D*e zDfhF^6S|)!pc9$WO47y!WXc(-@Rr+Mskh zs2vUMR$nam*A26t!jz_^z8+Y8!uVamd+_jygV}>2~1SEvq{RR__6Upk!G=> z1bXS=i4>*VHq9jnS1JqU;8$@8*C( zVOIl3;iVG_37sKq#63v?pBI8epSU=yI{)H)mscCAfj~L!PdhT!+CL?yhrWevz<)199DNrQbT7M&G{q0^N z^YuDz53-ej-oGEw7_F z`X}E%(te&>w)tU$p4@@4^VNWM7lJq&TO`=`O3LZE<#On+BfPU$*;`FwF{5_BO%1;P zT$?Y!*N*S`mz!Z7EhR57uZE^-+@7PI3{pa8J&oBI9Zc2!zC31E=ib=fl$cwiy;H_joXTj6(O-?+*3`Ym@*v%dfwVhp1E(h-9^v!_lyUg(uqFZ; zT)*^W+Wi}yg31*d8+92R>zC4sb!3yB>0`p)DAIm0(_8n-6sGS96$|!#-H*O0SbR{PtEn zYW}CW+QFQGs?H8w7jL0zro#ZYZp=YmX%6;gKbZGb0G`@@%L2M{}(7r$!MeVIZ8?>E4-U zB-Fo@rm$O=uOEP`55l z0A0Jrmy_=!=Rjxctg4#mWr7Di zs+-_UiRlSU&LVpPII-pdmBkX=@+=|lN%f~09Ox5Jfm)P*K6SMMNf;?lF6%es%Nbl& zeSUUJ%Sd1m2V5H`NKbJ@0u~T`+@k(tQWRo4e{O#rxJs2^En9uxCD|*jsLTCuBM~nw z;<%)-1HP!_RHUmh7yq2Ay&`Lvko*FjfHTpLmZBE4&j9;}Tu88aeO1`Sej-qNW3t}E zW2*jN{J(kzj5bh%5Rogck@=@x2}69+#lK(tu(EH5#q9nU^^nr9Mm+r9`vFkip#+>4f4P&q1(3TP6SO? zB>gpWmPI5LFwbdq(!B`#cZN3wQH4sh~z~YNU%BOdW1+fi+kvP}*aHKCX zgOFWq;?w0LhF8;RqPJagy*&Say4?NUf6?WzMKw<^3mxMHDx3!1=-_8M@`VQAxp)FO zEZ+|3)d|=`&`?vbMC@zlj!94S80uI<`iHyMUo=~Q^cM|F*4dbPvPPgPyPPX8&5COi zWc60sTK_l6uI?3ZG1@19S2SSuE{0YiouEh%yI}8ZpWSr^u_s%3B)b28=URYuK^KGX z%5mT`#JeDn(H)eO_K0JF1bDH%0j-ggKqPwrzqch@&TaBVsOp`td_uWJd&p_>GYHdI+3$Fw_?|L6ulVMG(LMsOI<3FGTn?1r^#@B%1?#Hy-dmZ$9gxW)5<7cM@X^qC>Fk ziW4~3#@t~5S6p1zE4m=n|Kb_2^O|KCybj`<84%X{Z`FFR?VSJ7QP}9VoThE0W|f;~ zvL9_YSt^Hg*C}79cnoD`_QD;HQm^Rt$f?na(;xKD8-RgM9I60O+x;9LoNtG2ZybbM z{YmBFaU17YSZR|(wtL<4R2quCXblol`|Y}^q5k7INo_mcj2MIl`ud{p(xRp&On zHMFmS7{zP+-s}UEgGKefaU3h);?UY!1pMJ@P>3=3*dBmW#5jlwR}$R!f5vf>UY7i& z+yVX|=XM}!wnC#UWtG)r6)?TchQN;x>9imPxsOyrzKvtew}G=BkT=Vf@k*V3^880P zFB0+@%peIXjm5mq5%(T#!@qK_i_~`1q>C^OMw`6$ibIe~)|L5hpFKY;K>CmH(bfuz#ElrcZ$Jxqi12(C^6P4cINGx(*L1+M}%%Hqa$1td=bwHQIe!N*+d zTo+M18R9TRN#S!z%awFEtKOy;rZMY zC2XWy29s(nRYhkXxs*jnDB1f ztZr5&(|l9&7E$wH3t&BFUK}7FVx)XJGfOz#{P9q|}L{rnf%U>bODwC+a-K zpXnUVvb-4_X1Hl->V{cb>;q3pRfHa(bJu7UfWtZAx2<*|3!%m<$bC=h+ZiX&S5yhX zNoaX}sbFKo6yY%5>$T}r4!MU*0!YQ1l}-8PfC{Fp81Yr`{l-=ZKj@XN5hSMJqFW_S>$hk!rPz zk)fvDK+mX%L=%*g{v!|W!ox@NUS6K-FI6*J@!tSNnakD$s@<)N$)jP9`AgunGrDcg zRPZjcrH4?VK2DG)sb|%W4=FYN01cnkEJOCT)WOqCFQfO#DmaJA`Ddf`jKDtN|A7qLfJ`{Gp1(yy zRYD=&Zc4p5@~q)L+U+*OwX^t7$Kb|+3Y874aoFxDPovXd)akV7^megr>W2edF-|8?ia1!d5#Vj-ONfas74TskO_pGJH(oR4PI9t z-OkY^J(mE4AH};W4&q`c!hE`4!4(Ax8Be`gBQhQya26&m1RL>UBsmnP)t*>fB4pZP zPXxV~V-M@b>@LXds$mv7j5J?8Le=ln@B5vjKOf2|Jvp_mS?Heilzy>kl<$3X!uOfm z?PNL#?cv87z>jOs14tt#qwaCb^ws7Hbm|H$^61ECV&Uy(ZW%?(FG`4VdsB7I8*u8z zes2ldky)L1-b*c?0{V6}Cr+HgRJIgxciS}UQcS+R2m7w2h$P$St*#z7mCS6olK zNpsd6p>utW7(o3HeI3=>&Uxxs$9&-#x|To9b0+&WtHIF5nC`5K@qKVhh+XHs&`))iss`aG;+Y_> zvq3)EH{5C$S;G^p4KyOTX%%r23_?csxZV}o@P)zeRJbCpvuxZ}y1LW#cE9{3scM~u zQ=MNv_Rga7q9lh6(=Pbggx;G5`;JaY%auhQqXItn;Gsu^T;hmbYf6jQB=Hx_hZ97% z%@Y>r9+=5U7k5#8sNd?wf_YtwujtS&p9j$hwH7@-pSqbckbVj?>VBSzmx)L|2iv6} zV`+g5UMFL7g%@LR0yKlMt0L{&Z!vippw*sR^eF9X7dYK_DEz+csoT;%mWI?R)>vWk zkI)C6ERh2!nFJt;`5b=v^SDp=n@zzVdkV9mv+ox{Iw^lP8HNGn8EWW`zR2FW=iQ2M#coHt0DqvsR4V}r0In~|soh^E`uV~}#|4$1bUSHkwSdWyyLbr_!MJz1AB zO6$fp$>^bEIhm)CDb!L4JF%vnZlZUy&ax8`a?A7c6MHj8q-D3!hldYIdLO75PdAtF zF6MCUKOs3l1Oy*0G?6m4hzF_{9WCg&rFNK&x{n(9qmrc*)bmtbx`wK1l|z_NOh9x#q!oQ9PvSByEHdxaX8Up>(gjPTy=vch^j+;j^_H zcp?P_%*D3+(|kfh<`=KW;qS)vh+Wuqcl}t&q=nh;7-$^AED3p1ESg&KC3b>$tbIQ(55zthVcU_x@&i+suREX zoU;Qrftb|@RJ_Pmzw#RUesLRV`-De;u*jlQAw1)lmq7lPXo~rYP8<+OR5p3#n={Jl zsG~vIyI!(hT1RnJ-TAyv;v?K|Wa-9v=L)1Q>Ky$!4PID5MjKeoPERzyN-DxYne{%# zOcREl!F zuwIHHb_u$qWREin!I2GrZJmW)`LY7~N9d=n-Z1vhanUuuMo?|UDGk!n?{=YJ+-Ey| z&H81%VUN67`uLVUW zSI(7Ov;=3mxGdE%j@keiCPS>8>R!d*8X?_@1v~)scZsKmZ-TAZw*P9jsi_e__r^ur`lz!;})q5of zcYN|c;B)4Zp{o~gct~;#3J7398C=L?e7PvCkAC0I$g&7dfchpFLW@;Ma88IyXJ+h5 z5Efc+N4&*Ax|L#7&1ECQwkw?(<$E)#puQ|9jN!z$|libW_P{^c$DOP?FYTnLF&b_S&IRF@%B8NMC2bbzcjm*BU~v7($SS(_&s^(=mG9 zp&R4gjMrX5gFEZm^yhH-jm_f3gPdpY*>-ee)&@3EKhCOVXv8z8x(s)$$8q3L?M1b( ziBmtdr*W^I^tn(g^;fs3_~oef3J7QGg}^^>0y+9?FR#K#5;3l_ft+4_lxvq=3|iqN z^p1`y*ylmQ6ch8+n$Xt9?Hi>X<-FhI52&3#mc%+q<-~32&I-1<*t<6Ryh{jItfzKj z2~>BEv3BRgamZ~vuWjcXtd1&1y!tFZEW&8vd%c@_17a7nS;9|h9%F3^2+FU4uVddJ zU}roYgCLI=_f-}((SnumMhSbNPp zd2f#hhacUvrrBEj&~k<@0*ZIks=NjTxRf4Gw9SG?7=3G7Qhynb5K1v$uDa#xp9tbd5X-W9k=LBq{Dk`;Uqu?elW@ z#8BoMlxAOOPxaC4`nkz{n1rF@Ff)XUu=t4+Y`lj%Ra`bPD9!{>5cUY=Mk3}VF6{Qt z^%{{mIwQ#wZ?;ZBRu$dS$$_dwNFU5BzOb-(RGSIf;$y^1z#0KGG&;;ax63P*A7NL9A z&ffuv3SSXkrxW6jvj|c?M8b0`AD!Hi0z2}i?j?tK5wJwzSO~7LfJfp;g8KEcm@{b5 z#(Pa!ql*pMQT|@;$vdTt3C;}`g-sN7glPJ+W6Bwmz#PPL{G|U@11)c@uNbit>-P3Z zcM6Qkb)oDG(f7G(uX9% z_zpW~C5YSOwv)_3p6i5Y=5}IsfSo&TqD{_|>kpaRcbBJuiMUI{dW*wFUS#j1@cw>p zPI1O-stM?ZP3DC+2bt~%yN4_xB6Vo5)HhjRQYuuJF-2_kP6@I}-(C5> z<0ax$s%Ef$-Y5bmpxcIyFmS!&qdz3&Op#qpJ(-SN=#^s6>p;e)Ne}w_r|3h*8fAmwYn(1D)e7?Df*zqu8btzcX^-uZPZL+QM7?O5+ zBVx!3@WSW_pb?#Pb?XxfKPTbY_F;cRv!=^!uSkj`y%r!SSL|zsZx_g}#-hes?fUcG zx3W{T`y%I4hk39lG6NW8h}j>3*%03hkSTMRCM;*8+x9bf$s>_4mEkDR4@a(6zi@hr7Wl!}yUa)rE^j^U6SZX@>=IvMcJ7!Ha-)}R;wJk1p* zAesy(9HHeJV|T#hWy56HF_gd(_82Kh9Eh-5Oo{7&ce1c%5ByGDHcH(%>}1+F3fz#b zKI#p`x~Q#gB)OY%Tm#2cIkRyY*M_;rIxm;qN_I5kH?s1>HrTSaXBHcp$?ETfqsuqG z=B?Qb+qsSZv(5c|R%#)8Zm5@j6Dp?jz?nubpn#KouEjt=BWQ&)JHjpi>l*P(*y>^rTjRKfOeB~u635P z#SI@2=a*tXUlPlAB28mqLytNWA23Q%@6PNMJLkQq&A|9^&=d5#2!LNNv7=#P6|ZX@L?+JtRj0fRYQG7`0eFaL-)4&sO=!g=a4p2bg$gDUq>raM}HlIjwvwtjcT zT^8LToJ9eE@gg!SPz$abw9^SM3ubR2&y*opNkwS|S^jBvN!FRNi&avFL5L;%Na6A$ z?M1t~!DYU1bPyJ9oxh%2UR<5#WXXm#KzsQ5f6y<0%baJf;PJ+>Q~@wMd?+seo`G8FWpc7m{g?*(wv3m@b{~7JyFzI-Ud$_J0Yv%aR%l(xLGWyan@^L@b$N$$Mbk@BjgG&n^rT!P6_n+f! zAq-x0nB{2)8BP?PAi#W~XhRq?yS<7hQkH-tH}fA&pm*SuK6XTVmLd7C#*T{Zs} zt6gDD+wl1vW6~&I`1^{|^<&*@hVt;$iW6sgPgg+PP9+4Cc2jare?#b^gW68oJ0P1> z2dzAS?6V`){ zwoK;dKwlIN;V7luT2(ywVQeG68)*iip`_Y1-tn9nLsrOU=rOxT46-m{w@8E=WS z9AxF#0{TSmx>Uw-LkNJ50ms^jP?cPEWP%6==L}hs4_5U(tCgVAA`szG1s^p zd$%kzfW+3X;W`(=#$^jL0l<$o!Z3k3%{V|GKMwb>9xP@r0-7W+s$=@h9B~U{yKCP+ zxEt7fC^f)$4F)cR8}YB*35`$wlHaGs`U=@86p zuX|8@{T|f@H}FcCmHbB z!1LT4YyD?>o&y&NXX(C%eO&{9UzU7ggt=|a8Z%wj0PghoWwPj z84H7^zENf;?I)GC`2l=&ws=j+L)*bpg0dpS6H^%A4~f_T0p=$_RQ#~TQRw*lni93& z*aqQg3+kd#lKr!N0#=FDq{H)OPcWN0+8Qu&Lmc})3E<(T# zH!k!KaJ0Oa%+ltqP4C6O7XKg5)EE7lo$w0_%g0LV~3m5>bSRx8IWj}+d)9u}_kQ28 z_q*2Gf9!woICMbfndiCh>%Okvd7k!ZxncE70%xa1uQ1>+@C{GeZU(9`esM4-;l#uIruXXwUY12`{+6nxV-* zn+&{p;0hB@ojM(lRHw;FJ#dlhp!KK56b+DUOwm(X<#O}E#lMUvAvc~v8C%))bu3w z`m;2uu%u^P2Wk&urH=qm)yuBg_sjL60h&?9R5Nh3^7-qV)dp_Uuin%7!wsyka%0LS zeUp`YF5oDQ!WjZ*XRPnhO!4@nGnvv^Ay9dP#ueUn$#KASv24B{fbb8GIa%;?;=vh5 zkBi24AXL)uEN<+dC$^t`i)mF*+8+8^HX3%ri8{rqa9ecu5sja}4aUf}(RH%+_f`Y5 zOoBmwhw14&RHn0rm7jOp?7DHA?~l#Z9RhL!rDuLXEc8r!(@kSRyLy4_Ij*u(|E5*r zq3Lc8&||@jphA|p0cwT;|Lm~ASTP=S=O!Z~&RX>FHHtM7HRO|fQEAl`pi|6WBxf9Y zBk76o!Wt>;b2y@G0vZz}jf(ZiM0Tq=>8dRb9@ns^sTGsY_K3{5TML?yge4<-9L0?2L zkZi@i-ITCA?CU?V<(C}Lk6SYMCEak*J#80IjFM;NxkVdWZt192M%L1`&!lp+>R>w2H$$}QYNBKwtPp;S&%8U{ zuNY}l+_G4 zJK?RoVKP4GDz6XeP=DxCdG6yl_~x zJy#cRx*Z?hD}tzW!+GNQttv>0x9mJ}}Pb5=O2cp%hwSM_z4S=M9L zVe^++&#idXZh!jR@a9HA?|nwheP#H(^iw3}vaMdY-bs7WwyCJNxT&~(-6ymOHRlIA zD2&fv2q43`&iLlafB15fBdGV8{x{pBBbvGnZC#_)mv(PQ-5XzPIc@P5jEtXy(BfE7 zFp5kbyJuHbY4Uq3;1a0(%+gJk! zkqp1E#Za<iTh<-P;3QfJ3x*q&s0wg^&TxLl}*Zcq4_kC}%D*5{p1Wmvo6rj3g_`dkP{Yw$w1 zPL1Ln+X4 zwYB_ujlsJ`3?t^b6Qy0O(+4UQ&g6YX-0PsQACRT zz2%#G+Y+~s&7;3kBXA^){_~CZ=NkBxzz-iFuU&gYKCg&V}9E^WXF@t{ZQ;<<{> zV-k8|L3-4!D$9>5e25M|FB)T+U?#cn>n&fWg=FYw-g84~)E-kcBybzq63kiCP=llS*wS!x-l8+p`MbGQvUb&xH$KsZN+!^*OGo1^CHGq z*Vj{qJ};oY^5x+oE!U${(|s;}r(Quox4+Qk<6lp91>Rp%K|b=4^d7uKTXxf&LE8bJ zQtYxkoEC~}+ks7+*H&FaLxYwP=ff`$+AomSW`@|bHe?7|gpSAr{p@evh*8h8|j! zxeP1uUo-@ZU`_nA=uTS2ocDn^cuz-+Eybjs zdS94*h8x&dddOu?Gh=Kw`?fo;A#8Q}I)LA0Tt^Z8?l$HlJJ65vr3{|~F$;88&++Ih zU&8X9<07~;mckRaY?n;E%80yD(E;{27>VI8~cU%GkktAZU7L^!y#A@dKbq zxkdirH8oa*8v9W_k)^bt;L&^0`4o#-f#z{wlOjqdL=hh!Z>iP{DRxDSw<;)zZ4sd-nO z;yEla6J+gXm0yMDOX3?_=BK)bavHbjakn0g#fG<`NKq@trZ{%Tl~Ad`Hoo3Xc)l3S zF2CwM4G?+VCV!MyPGht+dz(Z_KxQD1TL&evA3pK<>84Q3As^DK>8z#=|Hx%mZFAT| zf-1jn%_`yBLX}0B1Sbi-d!jWYuMxvPOC4oZbzp=46_j3+!@n1F{y^(5$K#E^q#43E zGrV^;K}z^6e)_uZ&hM~E^w;Yl_}2|PoIZ$ybU0fR4y(dX&{(e)6TIq3eVcNKF^q&p zus2o2?X6nC@z#VZupyWo(6FuO2U`z|sGOIM=#Y1g3|aI8YQ5Y}GwPSQ^$7`g#ELTs zRYoQGHL{AU%z8+Zgk7>EEJ?19r?6v15TA)(fLw?~Fr!g+b*-Au$B(ui$?VJ8SP-0S zM(UR6y&}jgkbV9<8rudtIc{?5wtGu7KZ!SsU`a~k)W2_IW0Mv19*bIR+{IP)TBr0j z@ZbU|a`YGOlOk9OsleOZbgh@t1!ZKf{`ois@;X5KT`{ z2guB!+g`nmz+Feo|FLeclG2M$?IAc>%Ei$1#mJ8aM;^4lPBX4n`yM__4uV79Y4J^A zK4brJi=6dPCqF{3Q)hHoC;iOqsnhY4tszL%lgv@o@Q9J*%xs zeN9RSNbK^&%1xz^9HNtV?%WAo;J>TlFn9GG6t>48Q0Y3#BI_YyPvQwTWgoJgrc@R# zCx94RSz7jE1G?kcHxCWC04ub@Nk|tT(Y3)$3wzY`ahm1aBH-L2HQJjIjBS~)eAj#& zekUpymF!IaKCNY;3#<%l>+a0-PBVYEEQ4L^Eq2%X{@j%KUq$I7Q#^M43R+pP{p|Vgjl~~_ot-@eXVr;nKol) zPEL+Qk;E9)pFi_a2i}bvH*%_~T;Fg!g8YMvr$@-#U1Wxq{qq*YFS;TVjC&kyweT0` zg#W!%NH5-Gbgpm`Ck@B>^UD4GM-HxkP{DO(`CLj-8SsC;e(-3khK1LD#wUPDxXCHj zziCG|z@v$8Kb3|h@QAn_T{VR4EsKYpPI%PDrivMig~XwuW15ESpD0q!w%pljovU)p zDNZMZ=oZ2B+Igq3WsDhw~OdpUd~-GZ$joFX@_BuC==Gcz;yj^!#_0MZ55dQBpI3rt!VH#axO#>ZDE z8LNRH3X5sYcLJh_2MAh4ZLET|G|eq#+K31G<7#r4F=wjs5&c`C{jtV0rR4aDDsek! zqXF|Q%-(D-hv-CV;f=>#{pV#8(`v51WjVwTPsB=%ZasT=RYtfo)p3nJ)GTFeit)iaCM_i-Mni+ zisT^*h*f$kUUls(11vF{8NVeFuQdwyZyyVA(U07Metp!~TqpY~O%q^aQz#Cm_a`-A z@S+bqo~(T18E4Lqx6IKR%k@K__pXubiF>}R)26GIuiyLmTl@0>$e4FKq&oX*NMbm5 z{GmK)qG4h?o5e9*rw93a;^_3@bUU@<=1ImcEX&=!-*TB&*C>#RxfBXh(6I%?!&SpX zFQ2XbV8drl1~WY9I=$Z%jM5e-WOmDI*H-jthD01nxnge12L&5VJC|Hu|B61ZuC3KJ z2Fe!hPB|DxEU96M;cQru;RWMUwm@T7IhFX;$WsPBwt%z!o-83QFn*E<3dRrd`v+@F z1Lbw8`>cC5pG{5f6ciLVR}ojKxY*OP58+!^5nMRJ@A&w@7Ptwrg5Dt$;|DHg3<@0` z6E;tMToEI$?LIDZ`h8qx7=|(}di%YDhtyV-Yw6HFh*g!3?6(rAjY&y<7%23rgqVT9 zckj~A&9bkQW5H|K0yjvH@Mqg?n$xq#ZmAiah&y)C$at92dF4}0QH*O}Wdb|w?u!S9 z7qG6Xtv(30|pmMFl!onrak*R7@7wLX0y^bdMomE3l z{USo`57=#zcyp{(HRlHP?SX%p?x@lMR3*uN6QFB!-6*gQ=>WIWSzP@Ddz`4Ogq2K@n79N^uAZ%& z;{u)vIOO$A0nTq6vgU`;$!d@$SXj@l#$w|5lAQ@A`FsIPQPZc8rOFAM(ZEz(>D8-D zT5)fU3t)TS2d1G@AC(uM^78TR=6axZXRX>%YAJ%M$)z1LAi^+0ra z0cwycf1mZ-CSbv3ps1)A4XklY5alLLD4LHbbqHAtQ0eZ#LhQF|jX(`7A3<9wWdiE- z8JmFbIxD2ZoSPxvG910F#FX#e8x74lf?rup6Vec;XSPN%^B0kA# zm*cN4mhiT~fgAWcj!R27?KWR&*%}xOt|=mCUs~1FHGATZDt^4E=BBzI z%of*M$wiRsczAVPZ(&_&*KM1WF1BWlQ&DNxd$<3mxJ?SL%EN@f8TMc5<;qIR(aEjx znh^I$c-nMtib(%L$xMsMR%Bw*)>RjVElf<-OWq*LK7>AfU}G7fHrvIT!^< z-72`9$s+s~Ir;9gZyKgmcTo%*Gkgk?*i8xUh>{r4P`BhGRbyFI4~S{c4iek#)60U! zSe+~Kk?H7ZXV7J6eE$lj6`b!805q}*b3hgq(9<=|p5~q4rvL4PEY)FN`1sakNe!Oa z`c2^twy&grR*C=lQ|^$y<1G7$*gPai%xlO$Uq7?P8u5^13T_G@?mS_cU}I6xBZX!!UvS|hlieljvakd~~hFA)9o z8Am51?I)C#-R4pYc~G#~d*TGe#x|8`>IZs@bH5$s58U+1SE;SafH=e;PbXjF<(C!i zT<~VW4_u+#f(Ee6ARYbz(~FYP;hOFKqMW||`vskEZ1ARIM1`N;fiqsO)m74VUSz)?md zv@M|jv$HI5n$Lzz$0iYgCsAe{O_k9(k2V&z9e;p1SLd6S%gV7ZoaR=KGs6fat0uWG zsKz8qDi|0V=Cqb-$7qd}>;z8_y9oZpmi1>rfAj7J&NWifC95~w#df?mY%QAsJp241 z2ZzINB(!H(u{4j?j_i^8<&nB)E&jQ6MyQ{@s*&p;1l~rSh|#nvF|2}oBoSGtjAy%{1|=R)pyY5)UI`6nyqW3k~M8iradB^W@g6E zGgAe|4fcdtwDVTim8#+;RFxgHs?Yq-+30n>bw3UE*UYe2lF?Ts@RwOzA4xurusgK; z_11be*)aFVJQrfDt1aUt)b*2xGF1YHViMgnEiQYJSG@926Kuz}waVpX^okmTjTN&B zjp1$g=^q`QO*3RDAB1*_aSuP^JZqI!0T zgOZP5B)&#Hq^>CFoX!In6_+azhfGlsf}XYI=_*g44e2|N#aI*!7I<-}mX5W*IBaux zDA4edj}`j?Q;H7pBQOc_utA>q=X?;POZvsG5U=Gzyv|ZaeCA^TxJV+&-IqBs*C}PPRhmnPLD^Tgr zC-#991$&;=G9*{>8?uAu^FHTB4z(=+TiW@y#_ccjYOp=MwZ_7|&+~(W z-xjNpcBIJY^KIkku_Ve_jAGvcm2lT?%Jx5bPBviRIXPLEFMn?)G;m?dhwXglBY;~I z*ZvLKRKPj8mC;WU>$6@Noy*Td^FlY<(z2&3(aM{fXM?VTqKgO}yN@ayQTb(MOb^t8 z-_=+r)O2JG#M`bt(wcKfYP#@mU$u@e5!PVcR8-`(*T^HT#?cViUMe4!)Vgq(XFFKC zddX7Ux`r+-)XEX&>ykX$LC{q-%N=f$l*A-26U{j|*(K&lv~gx;UgxJTJr-|m+xcw% zsW)~dd@1RM1W&k&g|>G59FV;{rkCBA-@f%NNH#G{=o{S|tF0sB^1~*b-~^9TGb2)o z1ldH}bYO@tagD_J3>b#+U~kuQV)n;{Om{UBndwEgUHkf}xY3f$YwZx3BnO1+x7+{Z zHoWzei{t7>|3gN(dg05KMm}J5|aqp zMFUDwO}6|lAkGC(E*h8uO2eZkAxd?~M)=H>wwg>i2gGB@V?kN09w9W%#>~umt^G68 zZ{#CyddflxJ4nUXKOc+kKVt;g}ME6t?9b9v&POZ7aJ)Oz3%P>ka_CRF7WR zEluM00r|)nc|pe$+TnLh?+0|*!mA@~*1q^nehnzphXu)H@;;tGA?6Wt)H+VPTnm#n z_+1wUb4gE{`QG>UE48mqH@m6kz(&J!zQ=XTAv<7eYZ20#Ll3r%?@Ocxd})=#y$c9R z*3)6HHYQ*q9Q}-=xF7+{+6J&gMaq}XL1#eu1lr&}EOXqc+tfv3IMM2@E2N4_N(mv! zO4F4;q@ZpwTD-fvb$3imOWfZ4v&F08kHxD~%KukITwI*63|-J|JUqN0?UMjd4&0`s zoSntuwd*41jl2u%laur*yE=EO?%3%+H>&bJS{fb@+V-Z5yFG9T^$e9bI!BCs^(s5d zC|6}FTDB>(iCQ_jtytywJub%`nfrlUE2br7dwKtNYG!O9>K!SeP>RpL2*my}5huI0 z|F zD(z2Fzu+`FtQDT@hobRM5eKN<-Jmn|!+l>rv?3cXS%~ec1X0o!ZV|DrGFzfvg(<|0 z5Tzj;amzjUv3@_tM{Mzs1I z(2;#)fxn*Ww|H05inx9)Ls*1^FzeT9gqXIiH-RBz=QN3Z`&ABVej-fy)B4wIvzq)9 zwP5&vUw&S}!8Ljlj@`?C0>_p<>>Q2g?0oUE6+1joH^a8{FqT%|LMc2?9?Z7`ZQ2Uh zCHUVrLE4=bCD-SondC)hTWfz)3XJ}2(s0;2G!$!Q;9SnNzJ=f4-@OCQB zq34Y6t!lM+o0wG|q@k!%@nW%=W2g`p-By@oU~V7n5G7$3_o957JVsv0GTFMrWOg6F zeVg|Ngo+`hXzOgta4UtGg+p~Lp)hJ^Ls?`US z*p5Y_^Fl&GvmW_S&t&ZBeaBsVjADM5NAoc3=oiM$Z&E#pSv{>;qYbRh;e97~d7Ce9 zjKNpz$h-T5)H!8JJdkwaIbNPrN%8EcL8yi2>a@eG#avV;Z!u##yp-9@)S}f+Qjg`6 zc5U4dBZsroNceDPy~rV3Z$?r!ZF|S3Gd|W|+N+R&s_MWqc<^wYBR|6--mR^%UMh0s zR5SK2H;bR%CLIY{RN0?^^1B}!sR}7BDheG{V1nOyf~(;E4X!Sw z!Jv@!C@n3mRbUY66=8&(3LbQ-$x_nHLoUZz>3uiuVfa=+X8XP!)@?d#;EvtsYOF`& zhC&=nGGN-q5)s3oh`zb#R^xt>m}CA0fKYkpWmo$^bF`bN8SX!5iw6a8N_Te#oGr<| z-oVNO&p?399V0=_#1emCj|H_XE-q%7rPx@dtq?p)#%F_3^IKkTgtu?Z`(PI+fQvJ{I2v3El88#acDLFn?cBg;_BnxYRctDd+n%@#{hAyZVNCA)Y0eUdQg?6y&V^aZrQ51f1pL;c&{rC> zVK1i5EN*coRcVCW{#4IPcBgMz=&acU-ZXyDBy~Ae9zpj{Dj85vQxOpS;*;i+#Jcaq z014d(d|m6&D;-A7o_*k)y}mI%J}x}l$82>mG?2)o$ zK6glbv3)SvSwV zqc+4ZgyTwby zpn6qJLOqYp$C}MIa_|C-XgL-EQ+iuZtr@)@BW53J;&D1WQFYRe+%Mj?WrJ*}D8d+! zUP^8rN#lF^d%F2zR7|j_ntM!VTQre7F=$){^n`~Mn}u~mO?{1`@;4V4T$vkcLvV+F z@f9Aas|)FMPeU^LOXQv{)pX6&`v8G7r@*bXKorVf7-st~r;Qi-vXf zE|Qo*pMTWzyXk~OXV>37JNQ{$4=33M76)SgI_y2E_zT!U`nR?OLV&$iPjQp(7I>4)zC`ujt)xw{tB>P$-hzIo-}yT+^|Gh` z)#3QhQ%A--IOeqB?|d1y+<--$D{z?`sInMX0XSidS&zSRzcG*{V;hlvIZbD)fJE4p z%xEWya;a#SdMiO2n7~b!lEPtf z+ONA~m{MzAD3-0ItQ>|_jY{mi8~8^*?$39K4t;}~NrG6ohi6aXfo+WqaD%TCe&+|w z#G`^F{LAkQ7n$5D(mYfz0lS^R%5FP{ZC!t|65D(rq)#)0<(Vg^?&lP|9gJ% zO!rN0X!f?M)BoGIeSN_wlGh3s0q^nVdz@@F!~0!%&~>5eY>Z%E{y@O0Zjagu9&4Ig z_DW>h_etmJH81nY{`Ir1rWwUyIxd^1O6O`eg{5)bp{fBMJJ%=`xKcUU^<@Lt`2W9+ zmT?Wii7@E=7ixQYn{1hokg&>qQ**lF)zkJgPH(}+XJGPdce6koK6gp zcJb$2nf=>R-0dX&D4wn=UKTF)KFL6Mbaqu!)0v6)Al}t|k*(_cYI?}H znu&x+>ZybA$%h;(%v;wyo+hK17*YC5jrHk;1y%t+ovFlH0ioZ0PZeS6^x`kaTzix> zE!&t`a~15m9@~_OFq2qptNA)`s`cJ=X=2VZpE44nonb8X=nVF-LvbeNkas2qE3GR( zdHpN$Dd*aZc6zk0)OJy1n>%MJY_^U6qOAMY01^+7DF?tQZ@NoNf8=Z_hLHEwcMpW0 zVH@NkKM0mTYg|{GA|Gohz@l74a>0W(*9O*&}cW)Oj69QRG2- zfjrg@4%ik-u5u~Zoh=R;g_Jxy@3tTEh7cdmlFgk0M{QXrgCmSg3jrzquoV5tailc= zUA3?a7ZtAyX;%6*I^p-72nKg+PZuugyTa}p8Y135O_yv=7>1sSx>@C`75wMj5bO;< zG#Jl5gbIH(RXUf?027we-#judJ{LtIU;!t5NxT+Hmp)6rk2L@1gx(O|@dY)|ZxQHF z`a(!(;OI(_m<_2FozmewyeU8w3BC$DcoywmPS1^zl(9F018DeWnb zbVA6e%~6-FBGoGh3Z&TNx7SR8gS2ec6}8_C&OBDDH3N5|;)dH^x|UeP@ZnSRw_F}p zl=vPb=n(Iil^Ou9fDuGvQQ5kLbsw zNpUAU%|J>rcC0(t)Bg_Rx@f!oNlZcziUR2f-EwY=un?H@)0>}x_#A74ckg9q;a_hs zMu7U6iYM(s*K}Z2=lMO9pE@^h#TdBvJvG7___bm~-{rHn3sBEfqxX&)>v(_ND)b#o zG~P`ub?A!DK6vjSwnCt@v>5)ypS^!D>NowQs`9#FN0hf)Y)gw@c}oQ(pSBu@WPTM| z_4FX+ot0vx$56qJ4DVReUN!k-BPUJ0w6O+LH zG_+eexwgc@%wr`{!BZ5O`^h`q#CE}3UM(2caN9rfx$?0LmH6f@Kar)lom=avdJfEa z7PCg%F+(KrvpJ=O22~-jj}y)tLLoT*3vvunOg;7E72K@`b*o&3g;PxAur^jS?k0f* zR&2COkZt}U`sN7n@1PRZ^ocw*aqOQF&Y=waXTF3IQ=f^@&PAK>B}B z2K9-$&HsW7Je?N-WJ)glsp4e98*{RIP;7GEUv~)xt+cLULi6siZbN@X9i$=t8+Bm( zAE<*{^?yf_PYre5snzy= z7J3@(R^qCSWazAXO0yv#NhXpT(!X!G=s&m9y(77>o?l_}4(yM+w_@Nqt+jo_j8iY& zM%)UQYf__6%tl}15hrKJlq&QO)(7M71|y^j-^Jz@{?MwXImVoLk$Eh0w2o+C+z7eOE5Lu*bIRP!b0*S{@$ z7NpnP{;VyB3|$PKt;DK7lS;(m*1&0ng2Z_;SN8JX5QG#B-+w_6f%%_-jSauy)j41T zf2SOYJJYM%c0kbw`g*DQ?<3nU+e%E@7xsj1EfO77pJQ!Z+YikR z)9(R&k?TtDZx}x~!1lz3c;-Swwr&*8)IS&G!Q{?=9Vs-qUSAkhzCEx=0^rZolx@pNK3?d>5a&I0ua zjjC_h9vn8Y>mG>-Lp9KnDy1D8X(sZQ6&6;e6VV7c9@(?at%o&N0*%a+OaxkwpPzpU zNsbjYU~bp_)!`%PGZqLue9w4->%Ecreuq(r@7B4CYT(HD8%d*EDq$DWVB2YM{{G|? z3 zgO!?w2J>QRi6mboq0^>t_}5_f1o?TQI^<8bWBa}Pe`h<;0qvd>zqgA7eD~lzsbPWA z+!d4!Q8Ru(P~XBt1Ez6qE#5!$hdsY}UNU5;w|5HG=%!>QaURQ3D(xWOQts z;mT(KbO!K@z~+EX3MN79mqtC6dx%ZBT-j?zo`})!4fpT_@XRUuxf_{W8fV19mxdmj zb-O3$#HO3mT!YI2Ftzf*kHwD&`bz+sks7DWWHNh{4ss-L6|gQ+9k!z-%+wY6QZw6; ziLBNmc7y+ubtz#-cjeUOJIsNx#7Sgwa;HX^<@sm{n*qOD=*3i#EZ_09i>0DzQ=G7i z&&5){wxf*V=b3HAW3d-slG6P+Z8ND{+*8p{tM3fCW=p-;n)65!kSLQn)AYw-O$nb} zh9Sl}eb{gadPu1_V_hLqsdgEr5I6aebnd5fP~Hi&%!OU7KMZw;M_XPe|A`B{_FKwVV^^g+*wmwEpm zEQzgA{%%cut&*!!ay(?De!N6PY6i70+5YtiTbQ+$$|e_)DcW`Yrl_D2ZO-9ms+3S0 z*FfR?gZm>poqo2#mS~zh*nmpxgOg6oCKnbSepD>fxzif4+Bom<^{~#8YA{`3Ch4`2 zemuXv{xyNSk4hO0H3_T~UN`X&6}pXm{51I5gmo65Qy0adz8d;;+5rK@&^v0; zRZ@Yp-iqbBey!;MxWT`9zQQI&xXF7yhrxo0QDyt0BH&r@qM^Q$bTc?g z;Q+VMcfjH{P*WgL;eGw}Iwo(Cjo zM{Y*AgAZDHG8Xey)@(_J`DW)g_4$TvMv>XcEQalgNk|*&9m>1H)-&TQu0tNlHX5i} z6B1I)*}4=Dh}S3)5!mq?x>2zBt=3wjgz)}&rLE30uhGipur}jClr7|Pbms$_db}i< z+I@pG&fSD^_=F|#<*g&$^2s;DcDpkXSI`-h=_?%|tAJhC1X2r0z`xC7ShvHh`{BGt zjGDGU)`-8lj@s^K`pkxx>v>oDCA$3bz@B4#J?uhi6@-Pj&y4jbG7v!`Yz)!DRBUPm8n^y^X&Ca)iC^dD5r21 z+j-LC_qeZSa+Qw7U(W>jIubx6XI^QF_t_^y4oVR2>5wR<%opVttQW=27n{N{sa@DF19ULB~ zyL%KaRz~Y5>4>p-&fl|BTn-J9YhV7pcUyJimy1u=0806^4t171#u5O>_uw2YA%Itv zn%0o#RxVHqN7>-rjY!_)yEt-ckA8euR)a%OI%rf#M-@LPFxnCcHUmAXtEz zf$paLT=jGJvEzC=dpB&y6X06PZVyT@*au+gkrwv+zmEA(2$xD83I7B~S zldD*ssC$;nr0=a~;QwwbCqwdt7FdVU{oI-e!RKt-@1_~f1lCN`R4e>?YV8<&L&>Se zC1#qY!TN=o4KMfD-+Vz0UG=Ifgu5K!l9ILTjInOTFSS85E8Hf3Ha%Z=B<7bBdeQl* zZgO5wz%Ap>xn%kDo#V&+vXBY=%U&yB^DC3+O1gTQ1;gco*Re88Sos-s}AnRe4#E_fHBFfa2PKF29_(uk4_9dl;Zd!+mS&xiw zLhM=t1qZ+8M1%)BkhFEcN*=FICGtqqlKm^>{~qNn+L- z^4kI8%{M~b2uQX(fJNRdNSocqW0aAXTxUmy3|+eA!T4Zc^n)3liWEx`;+FV$S;s;z zuY^u8L4|nYr^L2RT31xvIS>4J+Wt`_5DfAy;l>AZ(=HCbANY?Bh9rN}7y$Do@OEm| zaBte#K^9@Zq~3&T{8h`H=Q?P)^N8PgOdYI$qT3t@CZl4Xp72?yKt*e{&OsU-R8*oY z>35YYS&c$csesxdx8D@X&y=hgg`Xy^e)do*Ek(psB6!2VIboQ1C~`1a^&vtwF?u{) zEw7=+aSMHTo{+6w^+P%-$58+G5R(45S2}fcL!!Tmt6_10hNzD%K1)lA`KUj*EjZ=Q z@xQpOG}%1s43qCu@SSc;6Q6Q>pF=NK@5%Q@f_tQ_aF&nq!%Z)%Ttj9%iR>;g1Shpv z%nFhT<|qa!5n_W$*_29Vr*bx>Vv5qXZv$Hb4x%){x`xBi+n{Re)xK+oeAZD3|8-?r zVQAl?%k~d6jLqffk&XBkQSWu}7bc!6RdOqeRq@{{r6`Pk8~~bPSN&;SPm#>iAS^(x z7B6-MR#+pbQW4#(RxfbZBvA^%B5S4(h70T0C~e*>BLgq}Msu~6OTS`JIORx@xL=i)~%sDYf~rF(H?L_>C>+g{@JkSC$ZO=#?x(54&TYPv~imkx|A9#Nw73o zB${`aCiq40SL5>!Rnqo>tDy(xo5Lm@XWmX#KTa8rExNClz|VhUk`tcT%Nj=vE7{Wx zs?Rucd4TX;j2R*PNO(aowM}uA#CxacvlQobart2HmQccH{6Rv->(8>)aPd5no|D`h zfWZ>6R?=-Y9SN4)ejsir`*C=|(QmLtqPfMMmPe|lx=WP+6GKswaKahu^rWP8%U-gh zq2ilnze#b!GN z=aNF+Lg9&9exg!5>g7#s{Oduy2}TnW2LJ|2AQ(=yQa?Qy&0dNAlp>KI_`Uc0!35#* zj#+Z!&jo>K!>pE0Mb&;S!RknYSE@1= zaJz>E+%U=i#@p06GiMP$h(5cLel=xUSoiWjyj1A^*%%{g-oVU^rf**fr{!p#=TziL zX7#}6C@Rr149aq80szvp5#V$DOJ%_Mgb zeYTgXWOi9v5(s`3$hAk@FrW0)!XkHrD?yfTH$>|#o~3}0*R>eiycJ-_90K=`EFZnn zo#NP}*mej-_I`eBwsVEc;YIK}ZeRy57PScmnx)uibBVn$d|&mBGa2~;iE9|Ooq#qw zM!kwFwHg?r^)qlFSK|i#{B~)%bEbF@Dn6wzHd&(21PoS5@@?Af=8}%jNUu$QJo1aF z%fH%;p4qnDbUVDHrPHZ+V|n-skLZke_4LOc&!etPUCcESe4j5GpZ;P<_?!Y%pG9+! z;_9yVWU~YQHlDZ2Z|%JAJUDP==jN{C@d4CJEBEfC2RMxcoG(2y{W)98kYYG9v%?Z5 zPj+I=?JJ{LdA4YiKh?ThpTOGYW`VTWvMG_|v`cHB-Lv~y!Or^{ji<>w-ESKo<2XNN zo=ov#gOt|3L}cf|hKK>;0v4GnIjxx2Nxwa?*5fcUk3uzm ze6BLaTte`p&K1+O4{+IFB2^owy#kqyfcWonz%JyoUQ6~^D_29dx; z|LUpnRT1OeXIXn74Q=>f6sTtsKxkDT=n%26uzVYS<_#)k(2XJ7kemt;doU;=?$xS0 zV#=SMF3MdU{&OVr>Fyhu)=AD#v{4|4_xp{IcHBNN^EOEo81CyoNK8GNi~80?4$JAB`u4MwRG)Jv77nY1)^Hb{@79H-Qx1{Y{i1u^7$NT1WsBL=qSR=*B% z4MWpbkLK81srXKG75jTD5j>86erb9%)pH=};?@`$*VX)yE=$zKe$%kRBowlKFOic?eB zx}=B|nj{;gm?XWZXN^Q4)~2e?Wc-^#tssM}930<99GV*%tJEK?xOoFy<#%so*O5ce z9sLvzLx_HPV*JVC_x4SVz{D});?{%VEy`EErKJe?GF|d-*eXGnjmf*y-|{FkeBN(& z*J4sKFDQ%GkTjK9Sj_)@yG=xFz$_28GOQC*_VdZ@|jl@h8zm}lOOHT0hi_wZH0j6XB~ zSLZoEo>wjd_wZ7Ay4!8OFd*g&{IToU;sZmymD+j-Xd3Rc0gsC3h{MIv5 z3p@81yH<6aPjgI;9E>6$mvDlWOn%J&4hVwv=O6PW-aaXV;Wq&Y`qmlR$sp!ndfFV zC~E!~X0}wwfz|K6izT)H8sg}WUNQ%mA^p)+zcwU>m3n?eudMBZZ}DN4{;0-{v*U#ek%nl z|24nLOdj@`3r-;iZ3?9b9pExqsIaR+xzoAV(T?YvO*}XF` zNU}6N*r(hNz@d8A^ZD@!1J3zHI~SY*FihdOn-M3sBoMLd( zjUJz4zO!jRo5MaLW&CfQZWwsNkC;lItfW+zCSRFWS|V&@(0dAeF4ZcdLw~+wN^)s$ z?4B*Ul0NM0wK*RP1H;+xE1w2Rw)o67RI5GjOqtR(ZYN8acSSIJ1aY}(Y;1EWcKPw{ z7^xyV0h`yIyoYe_sD~V$_%1Y=OY!x!lu7W*@usp%EP(xUdy^ZOw(t`-_v2ty_=Jg4 z|9gNaGo>@P{2Esg@NlgTOy*2T72dv#@=#V9a0p1BQS|-fQCT3J+rUcIhw&||py zw~-`Og6}(is`ah(rqcVGgl|5#dU!anU!8PSH=r(%WP7OvJ9(@%ek0o*EAW zezY?ei4=SP0EoTPPg4~GGL~Q z;h)WYC1rv54Y@}D^~B`uJmXd;cV`7@Z`OFr(M^zba43IQi&B(~Iv${ZbPKhhP~ofX z03xN2O(>-Fz7E6|!Uw_Wo1hC^IURE%L0|9nu}Sysblv4*r?Ri`J-yfOx^946k+sTs zznTi#9An!efBxDBg=zjAc1YYDNw}S)O{sxTfxeufz|u7wP+8r_?h}r_DL$MNb?ky@ zNA{s@$?KQ;mFU~Wa5QljhiN-y5DvF6n_C_o9LHCY_?xjBr! zaD^DZv8yk?v`h31_$jj`I#fyh>v5m2ypob*aGVRbwr!5yhEq5?)wst=15B^L5j_Hl z7yV>Ofh(EWl{b4crhh=o?osT;*9b@DW*@~9+x97=PqJ3u!}`X*_9{k4E?>L}+!T+K zN>b@ph)ahhTEhOHV}{o(|1V}(WNKPPlroa&l;YNHR%q@uDW@(Q zIrFB~WZ`R1_l1-J;8eZ>tT8KT_=5g2rbKoB)g!SL-LjjV{%azz=IY;ts7#YaE%MIc zA3m2j{&}sXMf71LIpUvW-I&Lp0HWE=zx;;pYl2M!^1D?RutQ6xt2plL_;*ON3iCcj z;cZeb5o#8I+h>sR)Dz9&2LJ1teYpw(9itAI1!Y(!(TyeJq6*APRNSN9Ec>S1>JsnHC4ij9w}j`_x?olEjvGbsdFi|Oa;s$va2;J8vlfDzdA@w zQ3bFN()`)liV+?h=;eHb)6b#$FR0_aUBXN`iK-V3UoF1P!LuCS@;54k-Mri3o1l&z zhrq@~#07a+TJNjvdlXcZ3n>0-<{y4u-B+40E#8xTu%4pU$#+`p+DSF6<5@PsqZJju z+h}1ta^SoAOl6mUkViB7dyP~#qA+IKgQjQr!<{rRXeqRe4e>7j5CCRY<|Ml2pN4R_y~@(xkCNV8acsG&<4>hqg-&v#N;vhp zP~Lfml0KWd1VD5#z_n{Ud3DwtKh{J*;L6M^_BUTp&s8VtUkK|n{o;?mL>jkED3{;+ z{5W=t;hfvNUcxp_tFIdxyKLFeK^>ia+DLaYLD+3~_Rdbsemyd#z8`e>rjWN=o*Dw^ zKza0|K_!wB6PJOC!k&GDc01V5-g6awllq!NQ*>0OhFBR}OJ_g#m=%*i3TG5$0x`*i zRvWuUz+Dy{oK#^OROG$0X|ClPT%H%~qQ72!ev@{qoUTh7bpfP!oBM-4bYxs5K+AnW zVmV}^^^Xa{--`=7Bn^Eq)x3dli-qaFzV^xIian( z>bqzBCph`c81=K*MFcRsQQyoSn=;#nU$8(h#+7#+SdF*h7oVfTh5%c91Ii4{!HVddG zkNcfOoIK`FXq;vj-dT+r0jzc|O&zK8Z^@~N2M&}LIo`fNJK&!(P}8`u>qAtZTsk3l7=SiJg58B zSfcHVUY-eRMh2d)grw4;K8rZL6i>#OG&{8>Idi?!2v|~_Ua_hg?Y>!!O8-Niq~TX9 z*s*pG&wt8EORse{zk}U(2tg+1k4{EF{J- z8&3V4Qzk_SNWEcx{1I^++TD%UTa5t@kI9e?O#u>fT&`Q+SU4(~h-Nz`Jg2k+DaNZ_ zN?Z*X>a8{8rCWSo|6cStwgAQSJ@VqE$c%?s=EuGJ8?V}`xxzwA=<(m&jd@WbD1Q)U z<<7LdYG-Hn#r)Qb%QWd<(nW(LK&`p7$Ae=g_qrzb8hYZpV4Dg>seh>`*r-sA<(F4hDvk{O(%6aV z$CsqPzITfxbBhKdo-K6YZ8uAO5B?cQ25{~xZfUC*2MA#IqwX9di-!n%N1IeB{GDc9s9&FfwvLW&9{iq zEUO2Z_22dEjhA;h+ouKP`q)Cf&V29H=eFt3-)4nI5Sp#A%P{I9=j0!Vc!E3yy&{F(gM zJwHgU2;B+ z6+7;q)dc^TS+(VY*MD$U^@QVJfZqS(C4%Bv3|!>#yL7^T{mB1ArR{xsJFwy?z#yi|E%NmkJp?6F4*L!;y3cdm(vh1V`!rZh1C= zi1-B`MKc|7O1x|H3xc!Kpt4Tw1&=3%n6qvY}3&He*lI24_$ zF7TL`a@w=Y*)CPDHur$8^=?mTjl1U#6x7S%!bNGi2$~)W_5nN zk)O?h^#Y25(6tTz@Vl!|_{wny=PF6hACIU{Ot}CBhp~<@ zDyGu$S|=-hliql_z41c5Z?_8Ka=VN4n6bPlneq`YNgI%bJ8d%rzvXIRmP8?SbkC^jxrR{C+^p=H$z#%fLPFzg&t z+UlGM={F>TRexC9Kt zd>|&uzO4nY-QV#Q6_SmEyfAS;8>YuG_T0jqO}2n(&zK3Y#2N$ozDNUfGh>(t=oXIw z{SGn;RbZ0-WA@g_yBt7K9|>M_8#LXysscQXSIx~If7P%rGpGQBhpM#oK2ThEHa0f) z0o2`_pce5R9SjRnQv=!vfZjfa% z_5p86&wgIl=!5ZPW?HK11#^a{|JYia8T83qOKpHs#afZCs%Ijw>$5n`~v<>ChIpi=7 zRp}^UUQ1Op&`{h-C%pK@+%5DlTON(t8u_{4A%U zNXjMR&78D=;rd|u`8Jgud9U6)*$+(rEI=mt2I#@-%o!)m={$v?Fg+LF908j3WL^D0 zwLecnNPfl{sFpHaF>l1B6~P({cx9K(!3*64R(6`tu9uYyw^S#r8!j2^ zdan8R8Ch^5Z}78UE5^#6bu#$)uD}AG4m77p`HnVuqw>=+3k9jI#v6re0O^Q{4{9C> zextm82`WEFVTDy-221pyYG2S|vRJO=MRg0}NHmtl??!S^Odd_Jg>)L8fw|%*V@|D) zJ;sC|Xv#kCt4NB4GyL|Rd)yD5Ma_;<;_k9!m$be#Yudq7;DD(Gct;MKK!BwW?CG#PeTY zJ2DLGWA1h0mS6EJaw;_DTgDjpuk zeN#5zuppz*_{KSuga01p)4_E9!=M_!);DTZD`<2{Becx*t-L3RtSa$o_efh%h}&OD z;9I>Fkdr(Q?uZWxp{K_r#_$H{ns0z5POp4+#|EXDGgS1HL<=8%iRw!(q1C%ZcM^|H zU~69VvQRhwRzusB#Uz-)De=`Kof-j3UGZ$i2GMvlGebB?k{#Q2jmG5f4*9?T179@^;*iDC$(`X`&UB z{`^3NVM~<}E0n29ns!>vaBn0xLf=n{o+5smyaL-LU8l1zjX2^RI!m77|L;8mGOK9_3}x3G1jR8V8kcDH<0H zykzQ!YWQrVC}!n>Z&$c>?C%Yf5vU7@vo~6ZnO!pSURYjfMIR01owlojW2=`y2;gta z(UaU6iV-pxGm|5oQ05bl{d6d9^#SgE%zbRS)0}E}P&Wor{+-+zfuK}cKE33QSFiM1 z(lA5m;D+Mmitn8cl41Q28x{ydWdjvnJjWU+K;G64Q-dux{Y*d{*hjG)Dfe$Vin0MXTO3 z@F=~3bNPBO2Q9Y&<{87YZs)}ij*J)R+Q_K6w~5)IraU(Jv1LFg=eOMJbU5aOli@;y zIY#kmptT`1`kXKj!3MhRyO;R5|J8e6vjh9CY2UT z&@|>jPd&fb#1p=reCNm<{*?BknDA04Z&?$4%c55bHf~NmJZKSip3U~W?R!3Bq@$aH zXnl@O;mT(#%*sfJ#5U5eD5U+22eV}-TUw|mZRR|P^*xZ<7st%O#3g)^Z8R*eKaaU0 zFZ}|v^0aQHJ;oQw8Wxz@cU`VLfcUj-m}xa^?GCStC3JYY?L6O5<#?m90W#9bGfa%BiR!6a$<^XH5wGV9;k4=+71!y?)Tm7!9 z8+RWM}>`yuwXN3AD5HJYv+Tx6)<2& z2AUWQ+7|sw(^|^}#)R4Evw`ZkFFD0*tiy^li_J&_kpO4IKM)kNiMub8)G9}L=yMXl zMPdB~!|$#Q4ILy%h}shfwg`(-x_v0pMaAR$@YXIIQ@ZJyRxcJ&f4WTIX4OG<5BNF? zb~hxmeOENgthoWJehIgvXlEELP_RPb_OI zL!}@-z7VAUaPbCAcVD))jl3G1bjdz@tUy541nX?2<49q5L~ofVmdiD} z|KPqkdpp1RI;=_XamJR%_zfzm`$lj>NCWYSV#H#FB_46VvAgvbb>?5RY!Pg_Z*6W2-5TI1SG>4QgLFo{GM+&qfx>74hAlgH4zzw{ z*l;F8#ElvPp9(KFWAG@JVSJi#tSh&a=e(jnAT_NyKC-ci5?zhYBLm6Vuo^_#cYmES zd>AL`Y?I>5$*i(shb`aLg!iN7wS_9;MBa>fXm7fIfNiHZ7>+v8;?=TLis-KZ|IbfaJ4m}FgEqrul-(Y{Fmw5#stRa|s0k5h;Rq$=p? z3}MuME)>&qTI%9)TngiE6E^Ln>M41BRl<(jll1GrmmAe>5{RZO7RP9dn-jkd7G^H@ z3@b-logeK`ew5Ur)_r@%c6(_{+X`KFw(zM`>D-Y}TfdZ=lw|unPY=<4_J zn74AN`}yh~56uhxMLr1x;Go60geppSyZS%@iG|$!jGs03H*n?6vgSu2I43!6&%yCn zQQ7~W!oID4%NFNS0xF$9jQic9cPHI8_D@9}WuB8AS= z_H`!8FLk#}$r0{5&6V()W79UK;R-!L#sYH>n~kDi?I%YIir2b*d9I($Y34<)y(Pf9 z%%;)MaioO9KaC*h~^ zC6}mA4~Rm?B&XxD9LKY{G`LdpJF-)Q9+9;zX%0A_&(f9`d2?t=J)3^Z z$c+J)6e4P`_O`m#J?EV{@wyITD`-P8;$|If&BA)+U5tp0;HGPJ!9JhL;}O+%{wtgp zo3lOBh3We5wHiwu$R#u&A3f~Xv{n9a;|jzsb*%AC>GOI7$Pt9JEy_S_mS>zIp)hXC-}P|2|M8*fu!Py85uo z1>y!3JK!hI4-Jq+@z9f97!cWdWck!Z7HegJ#kwtr7Bk5TpR$b}Pc@vLGcRxrRQnrJ zbe2AAbV#C)$Jp4q26yjBC*_EQxrUWVzABL7ccPZUC#a)W#nhIRp(QYj%3KrTrAxs? z2&6(c7$oouAn8)EEY_W9bPmLAWX;YUC?T6zoA);H_Qjm{>GjQm0vh~5S93s!}a$0y*DDS?@;M!+NJ$9c#J@_aBZIU?rD4MEJBaT03W0Htu3CGZK zA`@f(h^bW8glFUXp^@fv(CM%{v8|OZ;cq(ED}ID38Nc z3eUpPg59T4+s#L~7(%T?f2c;BK1kxcau*8M^vDs3G>7kue6*a2QWrm>5!CDXnRCT} zlL{wWF&32w=^-0;FS~9^7QVCz8GM!#BZ_0ZSynpWpzcMeztP21 zpSh-7u;}Db>S?#%!O)xb#r7obsMOaIgP8D~>rL1^N~RmRo+cS6>-lnMIuahe?!>P5 zCWfyu4L1RQZp|lvL2dA*OzfT`_M!Gqq_2A8J8)vdEmSAY5|ky@N7N@*Ikx9W)h7-H z%IjvmD_f4utEDkHlQ*>V-L{%~XKR z7gnR2NFqP{>iyTJ0s<3f*u&QOrpbaIBW5P(r93fv*D}53%ZXa(`l#FwJ4bkT2EZN&#GPF3@8~kgZOL*<6d{P?_C6|yGvtNO40}O z8R>amA*YXkDo&w)E2T8V$oIqh%M47N;TG)yX}u?K*)}?HR=>;&rQ@tyQDSJ>>MK?JlFUdhP z1Uy4B{Ri-I7Z?;M<#U`tnyl_xmKXLF(R9}swV7P)vi{NoG%h6)!G)DSTNEpiRJb--9hom7dV`fj)Kl>AVlyemnUl8c3uYB{%MT1N||- z81rKb9a!`_Oy$5GG-B;9?v%b~EmMH34v`HZ{uD}GA?W8yOx?w?sjM}o=Zpj zVVuRw!+-Lb;VmOnj;nz^3bpvdVZu+xgQ<~s=sR>Rh7GmwF?2MpNc*Z4?hr(smj!y| zhqjl&q~n>Vqf}kna;+rP4`OS~bOzj~zgvnP=9?;pCKVc+Okd+Sssrg+iI8rhRmDMC zoE8lGkz94F<-Ry|Lfkfa8a(K!0X|n*-jex;M8SJp;X1lK1G#WpT9s*E^(&PO3Dib` zBb2%G#bHmv9Efu?jBLdC_WbleD+Q+{4TCBIX|IXw&AHUwOu$R!tlEE4woydT??}C5 zHZ`qxA%!?G=%MYM^&Q!>5;Td+P<+LYbva;L$#+u&n(phOfmzb{33E!H-ie`~sv3w(% zG4Z5RD_o?%xp=oDMFjf0a!B%hOv8W}MT?NVe&wCA&eCEi zI)u$tCpq4x0`+b~;Z`A!&%+(6%{uU#$A#Qa-gh7*3$R&;>6CY*5<6hQ6!=-Jfi9(s z8M;7!7mcBRKf`-?o=DCQ!>~n77FPR=ip7b{4p`ttN&5!f_RVoJLbbYZuB!&=QRvke z3DeTnip@TmPP^CSU?6wx^FkUJb-AKEbv2;C`t{EJN1Te{!U9nTOKpPYXA{%25vszH z>;BFUVCBILVd@YU%HrBZ=>vm>yHX;LB7-pY!yDKO#h<;3hag#kuiMep_n#&TK+W)G|noZ^SJSCnP0`fwTnfISWN~I|5glggZYW;wi#&@RZIM z-Hs!!pP$!0W+nwu1HGIolbC={7{f{XiKYdh;pt&Ey?vQ}=mh=#>QD*nKXjAy;iB{h z?2TEQxn^#dMjsB7Wj#AacoN7?$H^wHV@@A2r_`lP6{5O#O1#n4ohC4RUz?)#BPHQ; zsg=bz)1FA;>PFJI(wsC~}%#b;i078MZ~n!B}!G zx2ZIfZ@4PNf$d{^(~CR`zZevLsMf0ih}cmDR07ucDqDDIdKsi>_LqMfG! zz?mof9Q37eE~PmPIBjXPbr0-m1ka{QzRw#(BOj4{Ubzncs4N4Gj$~zX5=#`h$*?KT zpSTloX~!VtPJ+p}W9d#fA0_+l8D_X7W<-zx#l8v^wXL~<6=~USQBs7 zb!(ugkghARab$~M{7{M7iSlawnJ9ugQvJuXT$R(?CgF#L7Jrv}%3Tt}4(&0{9cY|t zs8na(8!fDO>L5_kd9Yx)k|7Xu#!cl(>OLoowJG9qSMavpOM)1s9AL?zYDGyO@lNm;fonfDQ> zx-Rn%^W7#+AW!re0^FE9pscd)zOZR5Mik|Bx0}0;{E=Lvtb5$o1X;JVx`c4N<+(9? zOT3B={&8{xk+)^Q7%!3I(1Sz3b9xs;7tv@B-wQ%!P}Gt@mRYxm#xqj&+g9+-f&s;76A(;b6mjEimlM1xskfYWzV zh_hUnk%oK1$prB@x;hbb>0C-_V64pYHnf0lYvCHIRB22Xlw-lGbwe=*a_=IDO~T#J z-$S++%LW_!($62l?p|F$m(e|7;+}iC%B#0(T6kpu)xUrC8+}0fL|J1;+)_;Mi0lQl z;>z?nwarJ!Rj!!?9YQX-R@EaoBr|gNd4O5(mP&W}Gvu@*aCM?y8#*<#Xm%lyK={x| zD@`KYz_3X#<~?!0X-X)sBqonxZ>tN&II0lcogyLAK&r+Mp9w1y8tFro#WTxpW6w+S zAv6?y;rw+nT{;Z(RdOADa||?zWfCtk`co{Aa+yp$Ay*0JZu4$0<4fl+NljnAZ!H_Z zc4G*_W;}E?jV3+mDAC5Tup<~FIW2iTSF^Yw^3nEDF=AI5JXw}LTb$Md&IvKhIXGy@ zq|w1uMfg1UoA9jikJdsKv!q&@D&be>S((W22<3(&DM8M+4~jK}vRNJ}xG#Ld$^cRi zQT!T2u&~86YF}KxHtYJw@I29YNxAGK;*_75MVZx4R$EMkpk!h^B^}ZMxcJ-)p)-#% zk58F{A$jp^L{V>E#e4sriI0Du5?5{eSdBhxaWTfs);9s~Mi+%v;5O+qclBf9k_p$2 z{ZffRT_;O`h1(HVttuSJ%{rE8?K+ti%A~E!*5EYfp}ioFmM-$>m44>$; z&TWz|Mej6AXld0{s4aqV;!s9caa29&1i#%ADwxt(wtBAt*yzuW?8CPmW6@Ci0<%KzI#h_z&NT1N^2(9kXvR0AaNEuG&LD`1W z(E^2F_|pSKQDYi6r}OF(ueOB3MonVH&dxIWhC*@8gmlg9G7cqjHuoeiz!{$IUEh2jW0l>;&PDHpe<4r}6}MgCx0dfLok z?>B{5Ssa`;W>QG;!nS~Y`gOpIvB(MwYDpX?3(qz8+|ev5$!lxD3?XHNtMU}S4$63o zRMx1A^`ZJJUe1as=-5KT671c$6>Hf?$u{>|ocA3mvZpAnRWGn;ope3>&YCb7%540K z<3}VzxCMT4t7Q~5Lm(Qn9XRz)JTBKq{^}VtQ(1@*x+IXKh-Dx5SEQU(%t)_&nIKED zAwoGQi~7)FG#c>T^1^P%$!wPhk%D!z?~8iZ!X#tomi<^liK~0s8)&SXWdB&AyVUBc z%n~oQFdwYK@w%qUhPJpk#T4u?)|JQM2;Hqaeg_nPi=J36ot|OdUN%A3)aT-*>=F;L zli*#50k#JjvzTNbI}Q@e8`@gQhWl+wC_3{VEIRj0&@Q&D*#60%s9sb(r0E>VnRB4& z%y1Ue>#UxC9cr5^20ERoaKtb_&&Dc)d)fWRipfvCr zJ>UNF#?&&`R~40ufxP0g+34-Hqihnml@_eUaKt&MhIC>;{$O5bH}>W8Wb2Tm#{J{r zya}7j>KYkg4EUt4=-G0N1K(f(S>@cvB(>3Gq3%A2J{u`H)V&H9<*|o-du7k%y{KnX zV9#QMtDf)|d!nWbB%(&{6HGInqtr18W;OGZ)UI;%epB?6i}!0Cw$pW+w*jDiDeT4O zz1eCz_V->+!&i9fNvTZtu-1wtf8raXN{MS;6R&)!bV>rR3Cu85Z(9CLD{>1wl+gGH zVkobQqbrQqhe5q=_k|`c3)kxH*(3aNk=Iu;SyCxhw0ea~;o-ekDmm8v96{=|O2VF1 zZ+*J4eB7#o)ZvSy-o)Coel8uM6e3tEe8bv#bE{<+TIIL2I524~CyFj%10$UpMKE8G z^_xOP&xI^>>FFkkUjbTuTG*qxEU_IpJ4}D^cjs7w&<*FVVg<&`L36;IbU6kQZFhD< z{4z^79@1&SX;yp_6(joi0Mt-ZL`t=wY4ZC)UuCx zGr{t#8XRM%W$gi%GshFekjEn++XAQKnR14HXBa_6-SXj{&VX)b37fvkxw*F32&Yqu z1i~@)WuvmYPba{K4H_}oHF@2g{+^Q~x2Gp%?e!jva^Lkm(GcX0C=r&)%RI z9Pv)T2YtR|xH{}0bZ6YAooiOPzCKeqAIP(Yd{jI+f^5Xar2eg-$9@5y^aR3{$xx?I zD(&HTu7u@?J(g&>zxr`@`KE?Y)j#}cQUpd~zY0*&Ig^zQ3pxYu2=Qj|GQ)ors$aL% zB_5kXcf5x)kM@f@jK9LfK!>q&`BQwJ{$v}5&i2C6vg1EvZfLQFx`im6<7Hrn5IIndgu^KZ*jWH2_ zh&O?60aEu<++y+T5CR5&ExzA`>WwDqhmlSb#Ktbh4ka7$Q>O(z5MtaI8cb3zFyRT7 zjJGzj)wWnPCS>7r?&awu4t+``HnKXxDxMgd*?*+?nv=d7oi;@PPll>j@zL|*yK=ywY= zBIH}WR($oT)_+G}Bl{OEc$84qDO$`q-J?jhhT*SVu@#^#_($AdK zd7Dm;Aq6VhSSwm|N5VrnSVSxThrLUV8EbN}nXQ^J*95i1AF+u6{LRBLZJUYNM@d+tx?2S_qM^mz=yIImNo{+&AN zqwlCyu#ZkSolALWwOyCJ<#fxZ`$CJ|(HH6?yCT=s6;9#)eL%l6*!)^|#104HD6!XV zDn$LUx>@)E+%(xn?$m*Cz%Q)tyt#ZfM6XD-GfvhkEZEPess6Md;jF7Td3Fs6%Pu@3 z+XwTXmNV{O6Z3Sa$)GOQQNWSbC#Lma(o^iYP)WV?cj0$gb!c8q4uL%mv!`E^JbEm) zq#L`+a4Di!cf|4@C#y!uZ9u^0t-j8P1}rLP8|3W9AnRS@RL(DCCb0GQ%EVCL7}WP^sE-J4Z{z$4N5t zA4>=J<&UsB1t>E@~np-kmAP{3)}E^@;++Ptt+1 zvtz{wY%TRNA@yt(I1;klQgVP8mVlEu7akkXuz+;#9XLTobG-b0T#|{@E8j` z$Ps>uW2|`Cc{Ez8MqS{q{kt-w)WK*N2L#IT79bO%#VFQ5DSkf3Ll@2nZOo`<=(qsY zieR@})|-YCe2Skf#}9MPRjI_m>tw7p0Kc&6b&YLaz#Y zE+3JNU!s26Ux?vI1*&TIquXAr8#3ZZ82*utgEgEdJa_x4EfF%5%AyBrF(ySO6Q^j{ z*a=QJ+=*ZcK8WZfGj_6+*RV;bx}CWmg3YqQJ<)(*tuv=FJfyY#*SqVDX*|dft;HcI z8hQ-HS4G0741QkKEGEcS*Y>~Bn~5@SG%v-w0)F>-7AmYJ-naoS!W~npU>s@4G4*As?+E%;b>uT!%3gjT%~m=o+Vk#fTpQ;P|=gG&GdXMSa$#?`LvoV>p>vVwpWZedi* z#K)G^ydCoAVhHAD=-_vjJzDK!`c@hY^@dcu&voYsZ?z(%#bcfSguOXjKB52Z7LpAx z>qN34=K;so-?<1zR|300oMd`3q-b2zhq4~85Isig!V?_XML16bbc`jwACKq2PAtYF z+3L?eLz(h|!)0x)HnnE1W|bKInPI=m#bvXlmW&ErFk47U8|Xc>pbHa-X9Md!FWUUi zNQQuohw6A!mWYMO9u^91c^cQE5xqKBor|oY21ZNBN2n9TQzOUBE$F`a;%7(E!<{wN zL*kXdLiuI}7HBU+ODDc{D;~UMnX*4S<*aOmd#++22U!rm1UY;+eeHgJ3o+oVD}m_O zI(|R#DLDWlA@}QQ4}+299*-lg@#yHAWj#7{uv^eImbKteGTzavr0|F zzI*4C$3bX_;P!3}?)<@NsHa$puH%GbEJwfYp8HmUGRT^EVNg3mgTwx^MuFg-(TJ`~ zkU6Pjh{vy@Ub}BP2p4qfcJfd?sD}NOGxhUsbMCN(!3BGBH+Ux${358W9jJ3b>HXwX zG6=h##Qdtsh2uqS&+U2fz{o&E0y~i7xOD4uZTfdi%Lp;q#AQN9YHZ_Qk)+0y@^6C= zn@;$-9~RN*XucLQzU9wmao`mg7cvey_N<{Oa0Q=5W6uf6w2}wW5&O?ukX(*nbgjQJ zt6LVEN$CVxpYB-~zz$evEkr`&(`H8L#eN3&JUCsB=rsG_WQi9-QXhX$a==tcS&$j5w`Ya(6as6dn21%7C4=yv}WTtMXqKN+zkh6Ea&xcla5Pe;1GF7qj(DJWR?CGv~t zOr!bllcl0DC*&yWl0REQfAL;&Q75uk_y9N%K7|~0a}>Qdlv2nyithAxv|iz)xi1b} zs5dvi6^#c92sJf3d;ow0gmo^~i+69?g;0pjyYIv(YPkXibGZTDrI8O+HV)p0gfp@` z`yplA-kl5*@OYKxFi7lvE32V1dUjYYM=B?XMYDZh$w?rWw8iUjOy_``4Sg$WNPIyG zOnh_n%NDMhLgkc(UHys|E;XqQMhV}xk`KefSGO^b9 zG#tZBdNEw73p%|JDMQ^0towLG8~&Y=RWd=WA8>u0=ts@rLZmFCul9H^=5oZ}1@d_+ z)zVa-9IXm}*ydF$=uLhxAwG9E1S zATK{(-{Zaqc6u^t0SEID{*;wnv1XI(O@oESz~mSP**d+{uk1| z=2@U45yx3Jj4Fvu^SZu&K;udXz+=}T0g`{;^(YT2+dA1jIE*b@N_N|-(j271k2SXb z-luf?^f$-ZpWGot{ooZQSI4sNw`H}b zmps}$XLRH`K~CiThD-cv12JgrmX8E=TR^QtpUS^XZNA-Mchm|`Iw<^9vUc{EJ03in znil?tcBo(|$18yDAw0a&5>7I@FoKNi8Db9Fhv$Or4>sPueH+2{#_y44(erR5!FC77 zP+JrsjSK1*0M%;Ima*hwI>2{#2d(%@9mrvzqti@n7w5|l;+t{=&WzC#CebWT)pA)O zM_u2e*dncNTX_&9@?_HbQ>uuylgJq;p6szjBD!-e1jv5Gxm=JqOjz3bm4}kbMy98? z^OGixQW+k*JwIN@hna4*9csDkv}E51A4!;ST7r7F=sbOpTaFs_YOdN?5B+q(3y}me zC8(hms@J;<$QB;~K9+WJ;D-vsxn*a!%&~vCo2pCx*p7o1inR?wj zhXrx%2vJes0D~j#0UWfPLt4j;7p>8*{2s9V`f{C7vJl`7H;$7KA>}Mlg}5~CE1)1S z!nin}!}mQ$?-e?ofg5?V)CFY=HFbB?^>HbV@%wf_@BvPJv`#4R)7;@A7wR#7!+s6> zSHF=Q0}g<@oLxifc2(_JIpmRw)uKzf?Ej&`nd^>0oaEP`32oM0dGSWh(!p{@+~MDSxISyEKom}>e*rSGHd(FqQnQKMVPue>^%_}duMz4+ zF%EqXLF?4@0JKh7s?(*iP!;$c8^oO=#-vwpqZRo?G;+74E>>5bg>^5Q(loXo3Ov7G|BA_ce`q5%Z2f@L4XxmsTh67K~428%%KuL6bzfx-*UHL`# z>kSC{`hL;7`()Q{@Iur&XW&WtM^XWZs!$9MKJALJ)m3YVGN;DVkWQTsH$3NYzQn6x%};`@ zU(&w+fs1c6U_4%u(ocvNODRYgV}Nz)w&>`U!z2zfYveamYkX;UY||qA zTA6bV)dBgn?`Q8}vo)H2QrN@KXuf{MKU-u39`=>QcVz6l++MERMSnpj6)DoF`}*~V zu`oTS@%HzwcUa>;*WV8=>#OYoJmUO^G*rlK>#5;Lvi#6i74bnFTXzfPG$zxq zt9_JntnK~0#^yg>WgmB$zvWh$@pE1Ojb2}k80UHcb`{O=$q>Ejc-TUMSRKt!*zX+& zv%~e}nS%Pd5D)%8x{XIFJKtV>64+1V zoC$mMGBDNcOttX%1@ijGT=r7>JZH1u=l!&Y9Zt{tmB$=7i9Sb&! zGCz)}A88EXV5&_aS~b}+QejkIuN-^yv5y-uxa3dEAsZd})i~|HD!EwLWHlEKrdbQ1 zG>q8p{YG%w`}iE_H_fQIjynVRFf4Jf5Ij9KlwO_+V$hPo5%eC?Q)L$FFcZ`wqf!W9 z_^!Ojl{$W__Co5$#>05Y_?Mx);_JKh`(4T2lcW7=b(rI>?mBOh#QG5P zyuXU?d#B-&xf+^8^>ggzuV?VOjT+Imw?{enYkt4G$K7&XvO$`MO~g5FTnPpMuhIG} zMLVf_TD~=dU^!RnN;32Q%rO}&h2<)r2=d#hO{Fu09IfdDhVQFr$g5=?i9&(pB3x)Q z4xvn(-2+SV=3#=nub;&m-ycs(Z9QFF;Niz$0<=Y6nIHkW;oKJK7gE!X8Ze>pdm_~J z)rcwJDf*SxGE0oGCRx1<3+Hkm^z}GHj(i(1V{(pQ+QPK!YUC!)A^0X1$$FYP<* zPdH+o`G#_?(TRki9=C~2Ui>78AdJo{aG$xEa*o@Rp?I*iRAzS3ET=(T&{}M*4lG?rU zq&jQ#LsTzo-z-y<3_%o~-RQ(_K`JinWtmmXJwGyPl^Q+9PmpCxRiB);jzu&b zBswixnu07D7-F$-t$YeZtq-WNg~CNya`-4w8W>U=`6+uOZYMrnn}$T1U9yJ>Y5YR+ z`dHm!-Bv)r!%`wKExjs1wi*a>iU^z$%V@&a4qGEznM|7OT3in?` zMZYmP>& zoewFAg)>{)*qJ)(bo1c zlgSw6Pu})Fe%62bA>H#q-qjPz*Z=(Lf2P&{j{^RG`5`R@979liH6_Cz7l{i8PyJrW zO)Mn}*I;_eVf44*okeUCFJ*XZ8J)JQCSqy??jekdsW8T7Z@{|ebTIQ+P-(c_BQ{RN zg`*HYX|B)O6d9eNAzXIU%;l5*=|X=M)P6hYC8yIrzn)iaKr4`>jRGB{S<0b>>oTDU z&?QTuBm6AKg!{(-%DaFp)pbm~1!V9k1>-S{Shyb(vV$|H_W?~L^8Yk$I^IA&pO{YR zj^Kp>Cvd%pt^`zABcNM0;{6Ck*kahFaWgkb5x|WjZ9a&n8Spu-fNM)j#N|x_?3k)_ zJ03gZn%d`=DAU+&Lt&L>Std|uWs5_Nxq=O+Sr}^6Suk3Yf5Dk1q5;)(Q39=WA6&K| zddgMkXWyGuonP(aV9A!6DYN^aLhCA_tuDfWYwEQp17NE#NDx0RQ;Opp9BI^V(Rv z9)56FIBBVQ?V`Wf&w&J1@%wg4=nTrDB_Qz@0?}aMY=eVJ_TYk9&1~+tybS+k_PsqZ z@QCy8V8ruL~`?linD@n_PC?CXvAx-W=-4t%<*eL33_Zd9m=uY@};XIS7 z*vn4|BHXsJ>%_z2DKixTTfd>yjx~0757}*I#kU6b-7snsK5T7mjV#f)XEu>cR8Sd4 zpf!alb*DOInT$3Up4FUO-YKgqH%GF*-ul)t+S8W5s(g}4#JHKC$M4uii|Tk%JAc@eutjafS?9>T z*bn17`_PAsMnLb^&$awSDFu_#V!FB*tF7%f?dZEA!yK>APF9g;*Q}u@fTV$ZdO6_1 zAKxP%SZOieobT<^;g6~?viF519=I%U;1OjXFfMn1kPoH#W;eUvGQ5Wfh8drB_%FBT zni|?aziX@Mz?mg|Yzf#cFf_{}qGG7fx% zgGCf0fWb1hRXyN=+na3|e``6&$wxy?Pl>^AYc}~Ur@ya6vti`kV<4ddkacCN%xBdy zJfiF*DBmp6{`=DSkHwAxq8OGfOkw$!(pzx&&B8WK2%7I>m7R%#xp^%Q;;BrA$)vqB z5`H!;G6;bdcUcQ}skXM=c9F^`%nh|&r{h%sxd7kp$`4Bnie&Cj5%skm0(Lz+Dx+&5 zWEn`r1w2I@&7AakTOw%WWpBN6#;YJkVi;?!Ed@wad!bBdJsv zhTMX;>zqGJ%A0gr@&TRS73;BG0D1uw8H?zpvTAmU`Q7c!C;+%}qMG)buSV{@0xMM` zP7)u$$qyt7l5;M;yj>Q!)gxp3Qs^iE+jt(@b#IKTsF<#b(H{IJPRrT2m8Nd>mD@A} z+qpOJbjZF1DV!_sptSq0$A&$&Q=5}VDlcyJ-Le&57l)J4o&wWoIa4*??$`rG^voBf1r56sju0`XPN9GIaQUw- zfQ$uUhDrcSPly8SWnLdC9+-J%^BtV;Gb+dw-7?egV7zoSyAi80A0VkJtX2-)n-Z1U znq{@=v{HBLJVXcm+uH%j3Lmbm8lP=aLytnx0>nT0N!sgwn&69ls z0p(flt17bO@YU~yx1y&6uZFmTN_@Hyg?$3h^%+A`Y|^G`^nA7i_K-*EY^1EW?Po{n z?&fE=PF1Z=*@Mz?e8#K2ELut0T#$*T@Wx}KL&3ml* zqdbtbybqx?`^VNuhU}#v{aUojNUjCPZ7soY1cb2?uNKpq(<>MK_`TvbB#Qs25igP4 zXzV$IGKNmk8-V#Mkc}u9EvCNvKEN&$)9g;$ea#0zE968Kb>J(LZfrYNv{YiIv8|lr zJ6)D>+rjaQo=ST)BHU`Zt3ZCVOdah4Dg4jZ&&t=O~oki@7mbuN2|qm&A#9 zM%xo3!#;L&Ha2FqHFq9YNcsukPI_Zb>C|Xgjd-{^RIS0VH0-0{uF&asDEg=fX^||? zD{uc~Ev*)zo3&mEs3CQ)=h?1e%lle(@eV7G>a(#F*alhcZ-bj}_@jGLg`;Jxw=5QH zJ~Uc{7peyn=c8jvC@04-D%R0xbrR)Kb~D9p5)mb-wW($J25ap|qBn{UBy-kF_2V)g znqZ*uHr9}Ai!|^n6Z>mJ6IE*ZAsA=K*El`$jIMYnq!KFsm|a_xLQ= z{Bp-ofKc$@YW|MDOeJx3dj8fvN55d@SYdNJz`A!Hc>MF&P3p%Lto0=o0zX(~1jOK( zpi~g$NMSQ*8x`=l9oX0u^f{enB{B+swfV0>uwgGSA^JD4@s_nxxGP{hln3nDbJOlU86Wjw zk!eVb9oOB+3%{QtmVsPDVm9;e+Jt3EnvH#Y^Ci;>M&ykgCzhqDcym~y(^4C z-!o!!Fm`uzr(_^DG_)1|bcs-tKP-?e~=T z4Ys_In#%T`GjKs#d|1aDA{Q3AUCs;UnF?B#I9{Z7tCYy!8Lj|V_cCc>Y)qn=7SpJy z<}>1|mC3u`hi4>C=8C^VXSmOa3ue!DE@&~H`HIAO(HLh4Av5b-E1u5v&i~fiG5~i! zS3w|jGb5yx3<oKQ^~HI1FGLW2HlfQ;jT0V z53)fpbh=IeB{=q`9%{glSU6?oqBwij1U0a97=?<9D>+=0ao6gHbC-S8i}i3e8fu7w zLX9)fb|(taEDG@vavhjWAKNOt$da$L-`*25w)Tkmlm@~f?yZmPVlD0PhVD(Cx}Q1w zKjlmfCE-&`0p61)KO)GXfSeO9N|1FFiitsOoHVpk58Qg(%0gK1RKA5iWfcq0xMv|+ z+Pzwbw-4FI*LE%UrY_Vy{DeoQuef##gid3`izM@t<^y=D+UYgc1kUBC7 zyh8KJ+hVd^&i9l+P|WD^HHaZKZgX-ktv-$eoQu9jwATkIOsnGLQvs-HukK#XoHmsl zYbG5npFTN@e7?P|QKoJElWGg3ID0A$H|#eTwzvCM??NyaVFRGJq5qDb^K;uK?J5~s zQlebibe6cMzOCSJC6hTzu?jMoO&?p@RTMmU^b7qN(NIgNdX4nC9;-pGECHt_F6Efu zU?u@|($R4rX_xc?K`z&v>#ztn$K@5s7%pZm5$Rcegs+j_{RP;XLg#PKYGBW#LSBFH zaR*5yTj0@j=OWZU)VO~l`{rS%+e&HtZa5_?969oHhUvWNOu)@RPqCqQ7mmkaZ{&*O z-us37-d80KB>i$u8D^Hpf@LJ>l$v%WHOPY$)6;d>jTdJmq>>?j)<%I^@4Lz&{ofFL@DQ;~`o6Ca85F!7#O;`K+o` zU$e~*l?y_(u&~n4v#$t}YS6ek)~HH$;Bidf);pVZ7b7rKW_Eop(h8#BwTEux3EUWy6$zO$mp?`ILM5WUw+ptQw7vK#<1SAM zpRw2oE)nqOXd;C-TN3=CUMvh3cGE?KFJ& zTrnUqHuP(g`$WXc8hqAv&s=XGVpbJ&>|K7_FGWs$+-u90H_a?IRuznn7iim_d;wC( z?Vn*}S2`bib0*c~>QPCw72De0^=ltj^Lbly)oy3Cf(&eT?21%%gAxYD*aaPyOJ70l znnNGO3h0`uW4;!#Qh=UI0dWt%vP&GB&iLy0+o}CIR31gC^=c@TiV${XFK5?%Dwkxy zU`BZzV5!7DYH}WsG+JU-STX#I*Y35kr~P#Er;sCjkn&!fD~8G!Uro zqs5k!946z3{Cnu$o1m~z0*9mm*cxZcB<+*SCJ^d$8Xstd54Vc}UGNo=hZxM*4ol6b znwELV5>!rFwqFFob3-Jqw_9%MJ#u!rT(5@HZa=Y`a|C@KY z+A+M&7pJytiKr0=5F=G|UV_eej6d&ez*8zR=ej0YGBI&P2OQ}&GWwtP+clf2yX$yw zsm7C6zLv(YUi0>0+=UzpaS?cXVdw;65q*a}M0m&w(Z7nYXb_zmtoC(A^Cqi65{)7C zl_=wH9}OpS-ND5ps$>wDzZM$2*{K)^>y?k^bUcz8;PAlsDz2Hq&gj@Wg$`F@Ns~cY zdvh4>F(RCBpdhXIa~m;Qq;3t}MihefG4*jquB!`bPV<20H$j&?`tidj883SsSO&b2 zyjwq9z>hwJf4tEgJfMn+XTt{RZvsKtYK|)65tlxL_`V$-zWl@j(iai9?XAfNm_LEF zS8Y_a$QOoQLamEj!z6*;Z5Gn*__qkU?@m-K^P1RneC^=)Aul+E`2-0Co4&m0(YSmn z;O=@*{_3)$8+7uoJTBgHz4xWt!s&YFI`STY2sl}VLo*T3&3eL@fa}$tK4;c~o)YNM z@D1&Hzaj5ac~wzf$Tos{{I@onUdI!{f{Bnuuy3AH)3bf>+yhIs8-||<*JpEW_si8S z3y&*8(TwKvrhQ``w1Rs_|3`Z>-hEaWXr1X)NN`Us$oU{>6w=a_8HfxLgVzD15ZJ>KEwZ_Mh2&${vRBQn(rEz%9zM6m4#b3&7;a*dQ4K5Km9U&w>;Kt8Y$l zIoF+>*R~cI#UCLeI_#wTJCw|S2uNROo_d@ipds>E_&F=#8RrvHXcNh==&PipzS2YD z(Hz~1JK_!zdF<5BHzSn;Mlw9_c*fXWGx)EQlazXtcSpb)J`!2q0Ts2A61&oIIa1>= zs9QlF$G|3@nzl638osFwscz$_e-cLYx+qblsuzUE)fyzVXY1ny%NRY~;kMU_=xf@p zDfD^D;EnOPXmd=fYG+W5-9m}DaXprUZ<~E(cfbfT(_)opGFcF6GF+(ec>Klaa_{m8 zY!jvS++5x#;AP3 zmwqGt6y5h)Z^tK=Cq$2HrTyXdeX#=oMQ4(tNMgjU>;jZT7Uq&g49vw#A$mArom2$9 zgD0U>gCi(+T-V;QUu#9Ur>(FL8zPt(tB(T%v1uL)`^4wzn8Rn_wj+4+a4|~k|N_!vQnH5!)%x>T5uG z)$;RPuAoFh_;5he>w3gu-yHx~dD|B79V9M)o-6x+qHBTXYlmwNOyE2P$(V(-Q6Kh* zlQ>bnVodZ%FG)8~_sF{?;mq`Xgy`18^cBep=O4i2zgc*u`(gkX66;0C$FieUCJ$Ab z;64t>&Y`JG#?Z!nKF-NQ?n>mZ+6bQZEdeCXZ!Lbf-5#fnkDo6^tgZ{(Ih93Tg4i5# zQ$5aPfzMq+w2>S1+LuAxch|?KT}L2>Hxt;V-v(>ZX)qjvF)G{~&OWpp+Y?HE5(fSsTrAbOP73h6MaTqro(szf;(mhhCA7l_&I7O4@9eyUp6 zDTYlh)!01ha~>}>OM1@>7$N?>F2?v_4IRt!J< zjqjfIIK|pd%#t~au0p>fZc`{7t0r3VHc^FDx3vQiUQzv=C}-DYysroH168F@-4Fq> z(8T-PSUsrIFb;dGl%=q+kLY{Tx0g1jmQ5IhM=d9(Je4G1xLpR zVG*VcgTS2*^1}rkp*ui!SK9||XWnR(L?bYA93v4KVGBKf^(ze9EuwYSbq8#KY0hFc z?9)!f1A5O^_kQK|3PfR>oF?qo$CAPrGCeK=JY+|1S!mErji@}BHK#Dq)BI<_ljw0G zhn?EdzP=LhKAIE>QF!ABMf*b7vWlgP+sHTs>qO8o?*3c~Q`@p27mSwqGEc)7ca2$s z@y;7hBl^+UH!@cO!70}?ASKy-Og;dB3yo>|%TkRo^b&npTOoZK}KRl#pKo~X?{`W0PJ9KdZ)f~fA^QomB2)JkC|qiJV*o) zc5?zP*eXlTLvLqKnCFdTS==v*s3FE)n z^yJ0To#KHb{~3b~+ix?BXK#?u?!uc0(F;Q`z0}=m zR;9TE$KCNuEx?w{8D<{vu!&l>+qKI9JF(-6w40X)L8U%f5H&v_Zoj?;a3NZwbuoUe zSSZ?*d}AGoH}q`Q8}e>Yp7GLD zYc$=e%-o~tf#I}}0$XNP11EHf*mNW^3(l{vFh~WhbD?6ioX=-Fu%@YrL((V$sw?p` zI?Is}`Ocq>jGW3Sr%$x;+LCyAtq=8hpGq>;XxB$>F<8!B&K2iZAEyUp8Iq7PB-^vr zpA{nFMHc-VC;yMxDu;ZjUTRvZa@A^sNigqJ_ONjZUv?R@0L^>530(of}o(05F zsDUJ(h~=n{bUr-OJ>mSP zFrRymSdJoAx($jkB~*F^8(u7`*y}`H0dmv0%8hWvkRku^Q)1E*zsr7yX6*08`WaH) z2RuY$3yHiM3|OKQAtXHZMa^rEle)gsTv7?Wb*2X7IiztXOe-Nc#y12xLdYrw5uTKO z=t&pcPoLogZkR|qGdkEzR_~geiEk?v_Kr`uO;yRcS(-_Ud7j**TGhku@SBPa+)u3L zUfvG>SXLb1I9+v}cj+00_Np9rQZoAb(+6IKHVIelj;Nr>HNM_OOsuN!Kpp48k5Y-N z?4kDP`?fl%Zo5+oown~Gnj0(NE7XDxz=nJ@@QJWc6cG5;?V9lR^T;0 zQB7A3stohh(&v*;kmYYA4 zquXb-%xIU5APyvph~8)Mrg9#h!IF$uZ=YHk64@T}bu&qzKJ2Medm{-! z1O{teTQ+@&u0uwCU9BWva)Mu%)i8?=B z>EFg_flbz2)4H=f`hOPC|ME9leT1X^_pz_e+mrC&x`}MwW2BPKA%>Bopb^w9kZFmO znSZMgYE>P*TFma=agiD4wVU^ zKr7ws$VqPG0aZ+_u!?FAH`$nP6+n2zrS3LIRI47P1G-kzRX z%=t@gd98MKZ?*0{UIf-^utHtKx%`S6>pc;ZyD(Vkrg|k5e}-GbAI^96YfHTds>(ix z#js}8E{}9vNAqcLe!YI>-l!>or>9|gK7p%pjYUp{%Y|UELbd6+nD!%gN9~)K!M;RJ zn;;dqRdLVo8q=|&z$Xu+USJS~U?=AZUUsn_jaQjA;VBU%*U2{9Ues=43A9ss1@F4T zd3)FHp#>bbLR99L5K&_XWrfFO8rJBD`WWSrig-F}EC{$wa>*Exq^wfmB>a+cEr7&W7Rpd@dj<<#!e z5~83or;9uFp%2N4XgOT&M%>Y3{3x7LKOoo+uo*0V=1_`~*-#We(Mvx<1f04EmE;zA ztMfim-}petG;Ny@cAG*_9!?)n#}^zA2xy~-Nhh*N4D@7OtT=WR!@sp;M#G*f70(g! zhB|f+7k-C5jq$L;{*&V;=>7trmZRwvy7iNXk1`EYo&1Z+smBMq`TRIvZASQAAx&qn z&;?zLj|>73MMQ`mgLn|wCzX_eeL9%p4qwwYGK^8$GUAvZhS4F*)<_|?#fQ(lgJ-9d zj<2+r2=3bQ7S3*cGjHRwHjAYvY?Wtn92=7a|7^RE-);xv2GZwucV=K!N=w~*wr_&r zOJuWY28BZXrdnJo)cCJtRz$1v&9ipx0%j1byuSqL(8XO7zn&T7tlZ_4V>g`>CZ0+g zdR7KZfvXIZP7@C|el0DC2E~3nm~7O)iO^J;wsiaywfbDVloBn#>v4xQRf*~kO7z-a zk=pA%BRu)|x)ZYPe3wFx@z>2+&AU1y2l$XQmX5@a;SXBZ zv0L}ok}QtRL+96o4x99?$G@q@e zBBcFzwT^4UalhQe`qQJDtv5)-q@mUrS3f5N%%b2b)FIG(|M|@L>w&$-rBwzNi4e=L z@H}m!28-LwgAi+aTmE-cw?GtMyQBnG7tW{g{f8RI>Km3C6E9vA*IFgQSbdR9BTzhK zkp)&M*&yz2$M~a&qIKj9q)UmX@0TQ;rTi|)c!OWR9uFc~^ILv;-iFeLnYD$!6kHg* zSb5O0_x6q1!#mP4_WFy+>0bV zix^yBAJ@Q!pe}K@rQPfp@_wm~TF}YDM?;$^3&4xzT10K{CEp4{I}$R8I+xW7?J9}vJt7z;W_U3cJ`YOAb2NfekNvs(Xr@vX^w+gUK2+&M>3d&c zVP+P+m6I^UXBIRXh8nwTg&*8jPn!ojsdKHLZf{q`QasXV!L?hESSH1H3|{(z)}A?M z#R;Jmc8sWOIdI7NCngrwMFQuWO>N5O@FY^1A%lBD*&!K)n0`OG;0k$i4;Xb?J}e7 zqE21!1brSj-M1Q{c(+i3%YN}%{s8UC5UEkxx#La+^L=%qrWf^$ONr};vke8MX>4MK z#>34wTWJPO%JP%bw{q3~-|hB!3++oh1QyB_TIAGF$cgODG@jN5Fm$Il1e=U4<%>1e zt5vNSb7ss~HZ~7PtPaG5yDp;d!f1PXnnNd7BNcjMDVzcyz3ORT!T%T$!u{GlpE?aNd5Bqw^H|_CBszBn6w>vsIOhX zHco`O*6;_}a;E_2#VJb-sm%masAsDxqgsQ#*#QiMuPazIohk!<7?x*;VV@ z!eVV#6XjArE@D?bK%@}0EO94j1TKFrB&dIF?KI$T8>Z$#qdkP51^s^H!-uTV3M1?p z9G8+GZ$BywxUSpz1_m4Z09C@PyAUSwBx}o*eORnE@A;60>l7x^lS+^xA-4kB0m9E~ zxDdblxRaN(AO%zy*YNKA&XL3&6MP$7@^x*$j@Wzrxp>%!^aqrtTiEt>RZx#M*6Mm< z%ge_MB%gmvQh4AMu^+((?yd*C>|eM-JlU;YE68sns*-k&d-J=&5SY>cMBbX(BM&`& z0;f6RaJoCKQmkIXNKaTf9<>_p)M{68QUYQykVzdUuv)%xNT*M6^lRLj-M@96V?nk9 z?G+&VZK0>7KTYO;u;8?!;tc*ZU*3XFGx|5jMk{-|7OqdCaLpzP4^ha*>V}GR$&l|hStXi#LrHj6>HHPcP7eJ_sJIo z3Hv|?33YDqAOwPVscXH+M}+91Ri-0!aB*)|TNbqnKw@gsqRBcNLw1vq`~`<8jcWhY94?oNLVkdyAo# z{e`iy%&Nt5uWsGM%;5l=|5J`-HTC$!QB|oM0|!@EAtharKJ|6)FmMJ33!n_ouV&ZF zqt@49`(-W{ufLG#N&I70COfFR5Cj~sh7a5yw5{1Hc6Dbu24-ruUB_##xzMTY@7KTy zxvBFdgv2aIid``bS!VJid&02&tne*?bP#5vaG^AI4B!L;-l*92R&u=rUZ+CY4{5-5v0_t$^)XcqI8Dvn38Hv7+;xL^$8wIQM-9UFV9- zQfGm?%K=jcan*;D9S#6pDmn+^EtP{a5TS#*bKf=935bBO(O@pBeY%a|ue*w$c+jcR zPxkrOGO`E-5Q(Z^%l-%=wC%8Cq@Z=KG-?gQ-HbAJssANN^Q0|DPSa`Y1#IuT*xxwU4S%3ME8X_n?WzZDF9j%NJg1FE_+({^neMT zxVMOrksPa7$vK_@!; z@b-!pfu)>U*u$&P*G7}(^OSjq1Ry14O(DTyFR+G@T}X_xEwr^A_-2K%GuX(YORbMp?pso#b*t#4VIw0W8z!HiW@XXaL za8dLE3aO82dMlw>tqs5Hjt6Ww4ab*Eh}oikllo@Vnz4_8e=|mM;=Vl1dnN3B(K%GP zN&G%=XW)mhyLYNxT}`Dl_h~=zjBy@Kp)w35B4!3$u7= zUtA*K7~GyMx*ZEWk6E^je_{XV@V2jEWU)7VIJIUBiYBu42!V%qUd4`RNW8^-tTDlx zL-_mX2$DDFJ&~f_(V>T-W`k7sDDCbt?VkCPDQ*W2?xu@;7ksB93Zo~R!?>Cr5~-H@ zj7S7ulfnZJ3C1af_3+U&?!jNaHDMRTiwB2=W3IogQIilDbB~b@AgF#AXP1DcQ{oXX zBAEXrd|$#?R>I`|ETXYySE9d;4eTuwJYZxb#A9~NAS7XkXvN{wSlr{HgVc6DSh1h? z_`O}%Q^O5}p*gEiZWs{PIj;djs$n-e{tvKwgbP80l(3nafXQsi3}bT0Qu}%d|8#2Y zTMwhcwcd+8^fR9QMum)*gWVzx_%MacdrraGjtHrBK*F2L$rW@nPHBks)<^-e0ELlz z)9IM{CJXZ)hYX>1T!Vs@Q}`h0%#nBvp-$)}fQ8B_Os0Ww725xLorrH>2k^{OX%xCH zNYLscFMC-B^1<)aQ1FEZG29+&DoEQXUr?cz;e;h^2$bdd@sm6gs2h_x@N1&a1QK+5 z;D=nJagfAF_8w8nRredP>;($2(iKC9S2(EvKS%Ijkvj-f+x*r=vUpEi0aR$aN8=8h+fo3VasiPGmUS@@aRH`Zs zGP`QG$=r<=>RApegN;h!-%O4d`ok+yqg)RbhyB9qHLpgyXz&a8ObJVD{2u^5)Y#tZ z^s~~?E`#x)P?Ldrn1hCq<#~YmNcH59o!#(u&uC;lEEdU2=o)QrE{}unMj8Ifm~+NI zI@sKY?5YD@pa>o476}b4H-G0i_hy$r(L)ZcB6yxoe&8~HMS_lHJP?P5?puBa(EcKC z12Kw_I@|omyY(8fAj7;lv0l=M&Bak5-G7wa$G`m+kn?>Gx@0MW`E^8vLK97&=9%PkS(~ea?=# zybVS?V0j+$wR7=Dp6;Jlf5jlHO$N4mbASVs)U8o3xx00OtLBfJ$?Wwg0j*R;iysIA zpJ*CihimlU&TLK@@8uEg$T>xw%3Z?-s@`Xi<9OSVxpIAcr$Kr_EY^qY?p1_B! z^8M%xZm~hN!r;*)B}1l{NSAlg%XGTf_Kf|78^pC@4HO1+l&kB@<5BS7X01Enh);y~ zu&#Rr)JP4md+;*NNH<0hCah@nQ~ydBkF=ai&%m;=cSU&6J|Vq|&_X~8oPZN(5lU9$ zXtA*p{(NV7B%H2lQ1K0k^b#L3`YH^MaN^?VS(5pn^QVeHv#+}?H@goqwV);Yr(VCz5YeD^3Gfrd zRaK7y3{Ldtm74-&`rjFLccE97X~*gb1Fb>0T=CSoY?4Y-hROLG6urajFurYScB5-0 zui?V;nM`|&&$afPj&c-uN!L=fw}w!gwB>JH^R*vK)VOx9RL$#1)K2;7Y(@_TUourS zyi!rq_eHRgI}RCZTVqfw1pLlls|=3g->xi2bJyb+oUW$PADs!SeZKfSyRWD;d>H@I z9__Pc!I>MIKu_OFM!f@#-O4@Z&)6{gTq`am`w@x*;{XJ$xk~J+U~BH-3%1ckhKA=I zzQl#~l}df;%7s&>s8eq`+*c-v9%@Y6|CXRBVAQPND1Rh;Y&`fQ^7$zNaz+9;yXqt1 ze^)F6CC5OUu zq06+zN5PUUgL}rS`-Jls{-EVw;k`2hx`}FE=qza?M90K`!X=HtAni>PdY)zbF)CWd z$$``64Ge>+L4wAkta^`a9EsSBBF5@bnJ~7z#cH|QlQC@AA-;=QNgD3UOSJmu?*_D| zCeVqvWal%zrzMSuUQ(jVyZgOSS;G4>r1T>hnF=mG{3(_+cH-+=gG{y$RA&Cv#*016 z8rlg--*vYQ0Us4vAmcFte=j6uA&#Ft)}{msWh5Z1t3(l_nlc-#ZFQQicX+2}gb^~e zQmT3kCA0AAlvUT4zUw=pZ!YdJ!Y@*|e8fqYf@ii}<*;zsdgd(j+F9l8u>Sy{vo1d! z%hvg2y4!u$?i!%y`(*hyZ=+o}H_^HLOflv}YF$5{F#`ehdqL)sh;}P#-j$=};NU*j zkKllX+*0|+9V#X`=Ei>?+?FQ=v}l((e0L`jOvOjXbOE3sp3E`9W9S7H{$2h(FaC6Y zUfXVGf<^M!nMgt7!_xKf0D9vp==tSU{$kRh)t6MeBxE;Hj9`Vh=5o&cg3&(Ue<-Q8 z{oJ+pVIsdHTJQ57Yv=sR#n!gDJ5tKC{MZtCV%iXG; z^`<;4PQjj#{Q2#?W75Qej)k)EpGq;opJWf(#$4NrYoDFRs+$j~P2B5z1ZxifHa3#j z8<9}SHWmBCQuGtTGt$7l`fbKcQmuw=wwJ4M-CarBqU-%BKI0%qjckZF z7LX@joJjS=F^#KL{k)ne*QteT>)>vJ2R+{<=;)RSlBomg@#mt($oT@!N{Z1hCS=K8ODKj>jp-EyO5Db01_pJ% zk)ljB%4EZQg8@m;S1f>|(3FKjzEIFUJ{&Mytm|#q-)UkU*qK$I+fP1jZg8;w#hRAj zWN&{q`4ki5;s564)sOUY-YMvvEW#VXzx2{ELHc27X;LWW9q0)GvAO^2m*6?VC$0%T zg&bNq3bMcQQjiq%_fb%1$9n&lEKNm{$-To)!<$cB~L*kb^h7~ zPz>@te2Qj2phy?=7se0#m(~%ih{c5ws+#mQ^X}FAgDd6_`a_RZ7p>{)c&NbIET14=;c}oAK!`;D+v` z7RclL#o;WV0yC4CZ2tdXDJW|nc}M*}ElYp)`GN>0a59eV*id5o zi41;$vkAT6e6UnQ(kKQfymqUnOYp9sg(XmP0DBo>j%nERnSe&LrtPjjp?N-I)5&kq z+anAwRqC>z)JcjnACx~VwyC!Rda(Tc$*Mww^5-19SBm{qLI3Je4^ydm^W_?ewIUt` zvnGOk7q(WQp+3>?oMbxQnn{DCExB-KMLUpXrL3aml!L!N(>V>4?S+84KQt=EIjg7% zT)Ayj_;G1d1m6j~laV4e)EeOzJwCS(7agmLpatw2-8fq0fEv*bA$j zGAUFd{9Gn9`*uL!?s}?pWgcKUJ0@A796{9OGuAx}2X}zrs5xuZO^kBgPHI|QrF?Uo z>au6dPUQMKDpgU=KeyrT_A1VIaRKCpD-{D%-BBj@!{9CTd6;tO;_CsY{)HTZQzBNJ zDS-7ADk-bxl$^^Ku2Em9-V!grMqSMaXH>5)GC9kLQC2gCq9W$Sth0?6r@dlk?#!^z zgORD=QTq%w0Fy@RDj>l^&%C=mZz(lz*sb14B zRsR6ZYDYP^Rp( zo7Lte&XJ7!QB+|c$8-?~FV!{3tp9Lt68JpJdASp7FDoVIBulnB*&eTJ__70m0DUqZ zlIk|gN*b%fF(41?;H@68+T6xT)vU%bJ=Wwyw56MVnLFxmBgL8(ef1%3d4TaluYyOs zc+<2fargh>?9IcWe&7D#Ppd?x$l5S%k}P8>41=VSJ(S(p%8)ID8EYjZTV)TU5|Vx2 z$-bNH%g8?VF_y88<+kyF4pU`;Jzrf_TXACHn{vXq-l6fNqy0HO5SQR!@@!c+ zOm1)9iPhJkH*v99XSYRZ;9w%VV&#_xf*5I?H1s^iWYM4hnG{FkH9YhG_u#%0N@@I<{9ZR5Itl9O~h7aY=qJS^gIXS>)k4ZqvzgE@K#bn_r1VpFSOFU;o$x zn|%riORml)FZqeUp6aLJoNqW{4_vMaVEdQBQQStmtXq`UcM}w_fMb?7!K5q9a~7@|M`yo z{a25qe<)!E4cQIL=N|3ZXnGn})jw_??r?RE@DN@pIO-N2dOIj5oqx6n{eDhvyKK|p z12C)(FfnviVpI8T{<__BG_`)B2Uk0kcUG}!=-%Bv0rJ#ysiEsX$A?emS~Z$qw`NjB zkAjV>%f{j|W-ifP7kDJQ+j``khMhhf#{1|V6Mx{jq!{oGEO z>vu@eBL$D?dfOr{W&gFysoq;$1e&$DQwjZr>k0H2@ypk@FBE@77wL2*?e(SUYGT`T zUidvbE$P+h({MrQddz(iZ;fvsdbwKB!KOY3pWlukuQXOfQq! zafi&IjIg zar%yyT`~}ZcHEaI;~Oj4XHW3DEMwl}&E)uOW_Wz#l-p}Q@4yd#*4P#<^1Jp%qq#L^ z)Tz1XbkwAo0GG)lUNfV;fQN5WDLR*4ygY+yPa-{MMp6Zn(n33p60$e*YsSrp+%m?(@r z?!6sYy-B*@bKoXxnHk2_j>>M2 z_AdSMjdv)wNxY-_B|v3phF`YFL1Oq>#20$cU*dTbu(nQhxCHXK`v1(xB7+p=yrQ;f zOs~3@s8(#TY)VL9s{uN(=;k;xqP`(uZKm-KVa7?v*0KuVX9HppsYTp7-E*;zk_9P} z)q-X+kdR};VUR|A`x@D6PUf4`9nYnl$+O7JpRF?qh>+JnWNk<_fZ4QrZ7PiD=Z=FK zEqX358PhIYVW*%^HP5%0dEl$a{)fGr!7e!D!ppAWmU@gK&bxh~75}X0nxy;4jqJqit(+n>M>Ci zG(ICTzmse4RGG~+b-EL}hzIV&F?GDV276@(wNuy?$k^Kb!Gqd1k>w#JPtIuHwmWdV zh&|XYrn$gD^s!7l!NPwselD4Eat{lZ*qNK6rUl<1HZCDoN{{YPk1ZGx@~Ot+n$%8A zc+{Oofe?%Gc}TR|%7H`)3`_aiI^af`-z_feND{q4nkwwo$f(i|IZZzwir$q7PacW$ z-=+{oefpltw3j&=?mCC#4$;_G-`riA(b4W3@5jt4=!`cGQCImE@^3+=l_)F`Rw4M0 zmn4@B26cRKTLuh0JCd35ue#-2HsgZO3F_?D?d#f=&R zPo9mjX0^eYd0U8PMt$|--`?;LeCDC;SezTrYYwGWOnneI z9pKl2NG*3l%6}|Tg2yqDUL1-?DYWhgK83i6%Bc#4`wI}`T#gEmh-k|86P&rvn2Y1C z8hU14Q`0xs8B3|;tLfRYSl{x7&Xo!awqGA9+OB49lU=T4sOm$@pKbqaL}nY@7@f}w z9L3>lg}I?bx{)}F#>N#ap*0;m4E z+y@`eI(okQ$t^EMK0LtHpIKc`qU%kyv^{osFOd1S=o^u+e!BX~kuFg;Lv*4mn@Orm zuF$f|gw$6OV|3VDHA;G@sE?a8GwbLeLs$XVj zXq)iCCXG%h#?!I)E!vlc^q%n|IUig8yvGxnGt9I)_l5%2EKPR>a}xYc@z`xp*X-PNIE{TNxA-$zaA(4Lw|lGm5@>7JC%D$N$bdVprF{w3 z81ar8-5Z~zV0O2q{pu^Nd5-gW58!@kjQ11+KQS7Wy<_r|dj&sKf_cBfq|3q618D=x zCsC=*0XuQ?)D+{o!sXFdEH%4lZ6Z}|;6En2;XJr`o{&Y69XlgY_l&IKU!iY4W!O9> z00IQOd4)V0U-wkyQ=W}kh&f+*&>@dF^twG1+VL{?x_r+%g>GuHMP~bOf>SdjSstnX zcI(KyD8`MxCmVw?Y@2^KSheEH&}3MswKoLv=5e=Y)w)>P`y?K3E3wb+E2XbX$F`=r2XAC>E3Fm29J9Cw+cH;`gW3B;WE~6CNlN=v^ds@YxUt3ocElh%f!DZlkBbdd?ev_i$EKNs z?`oS8QnTX5n4oNUBPMmU`6fEMdTaf9PHaLw<+4*{S8uoqCA+m%T>U3RXYN~&qH)tD zJJ&|t27BTCn-cqXyXzvt$|7S>Y;I6IuEso z5--w)?0dtnq-JitaKBQ?akmAo=gZvO3wzH#9rt}sb~mb!{TYd{DVkj%*0^|uD5u+# zUA4^`fgtMtirHIHifq*(H*CmBdMsU$#JMM=I0+OP^^>#ew|h~zA4C$lp)<>UYNB!t zlN2;<=_vQQapG*VXo6&hte@|gPvj+huN(<=F)Tx8juW|iN-z})*p`Y^tzLrLiZhr(+(r|9TJ zctF6kwGUfjR6$3$lnH_{%o%D*&C7@S@((N`Y$WR~_KW|z5ze6m3z(s&FV2Koer?{g zdBx#2`Ln%`S6!#Q_60{}M+qgJuKN0Ksnf|l5`(Oor$x4U!X%Wd8ZM^mb;a%{V^F}v z#4p86^pQ1}U)8EVJToFi&f+1~_}#S#52+jD`rXSb736F^=LYy~=)^X-?DTW`9wwb> z*Q7S!55GLD)+bKS_YS1m49@u1pPvU*PkV13YT%Wt`5*b3STjGO!xXeWTxyKCy%$|@ zUB1oFyomFhcFfDUCiP2=wRc`IMrS7e5!O#Ri=z#0i)LzHEbflXIxm^i^xz!ldb(PI zk*)C(gjto+hMphffIYvQZl$uwE$v^X&Y1i~2vfZ@_4_Y_(-cUUPeAw2GPzA=z~#Sd zZFhJ4j<3vj1{D)!pOk~zXPQ;==W+RSVSME)kQ?rVJp5MA4aHwIfoUn7Cr?=38o6=M z*yKLnM=BW~dwWhcb)H`JA3uloa5vlC$?dwpl|i)!?Ggqm46T?9LHHs&J z`m=KI8J&z`NmLxK7qyyrjwHR703(}dT;---k6gTS$RdQ7RPZDzE)y~R_VZSc{~@%o zw`~UDfjd#TT?5R1g~xoJVQ1wu-TS**E`rb%;0okKuok&R*reqW2J&i#e7`MMfN4b$EO~1$7=nhA2IvA%`nRqrE=vF68Utg@cpXC2swZ8&| z8$0A_8yZ9exNd1gx_3+#@WBR)5RUTeO|}u&8s!Cb+B~U|w<{Q@ZP2_2cyZKO`%Aeg zH=Q;{jyiPzk;r@c*Rn$cFwx#@12-3>6hyOd%IuNiobpNi*2YnwVQ(8LJ>_@Zh|{*_ zU@HSoOC-q&trxV@Q;PN?!e{k)v&uG?fyhK>4c#?UFmA$QAFqrW%~cl+keDr9sG2wh z|LOR_Ztf)rL?xsI!Qu+dozJ2L6kPfHMj&>+Heu{D=H3(df26F=kFaVwyt5N{L^yZO zIro=Ueq(~3MzCY^6C7V6$R+8o_^s{t^(@VvxF;a!$53rBx5;0Rj3_T8quQ?;!ZR*CKa=aJYaUkr;r19(=zt9{#MWb>HW$dNghNw&Yh8bh#f4pN*UgbSw|2BvB4?{F0 zQ@C=q&dM#=C#^U}n4)?M4O7iQQV!mDxfmyrc$KpC^&xl>ZpOH>@Gk}M zfNo9>NWeCd!Lm8>(9E3lzDt%Esk4lJp7HK8Y_EawpRzeI{x@1z;Dr_*?M=pN*JA}1 zAkn9rpH$r+65i9&@Rj*1a)e-Y*MW~x1@hb@|-a8)l^o^=Pk}Q0Ai?&pxO5r zu`W%gQb>)-@}V|oH5r!vs}xhc5XO}U?~$^2pfM~+*xM*9U`EIq*GYGD4>q({h5KWP zIM2heziypa7$br*o%0S`vPv=W9EzDwQKnqetO_(vEu)pE`K~se zPm9dECn%`*Yix6!vbFuVsk)1F!f3s~Jyx*qHSO>C4ALMxS9^16k$*{dzZYKpJPw2B6Hn05%kHX@VG{9w*y&FeUG^~qj6 z;~VYXq?DKX+uvWm99{j=1Y=ya^Ov~sFtv3p|L-WxOIC)o%wZU~@z2mJM#ju@!$sLx zi_-dYqOUT4vU1g9W*B=5HlR3tjJQJ6ea?VVj*zvh#{w^;aUK|qxG_4OY-kp}DH`~R zwQKL^u4fqFvpV%ze=O|sGF!5DVO+6b+P#;oQ1>wvA^tUYywma)zM4pxZ7z1*(q=d5 zwu^~O5^4iJ9m~hg>ZTVw2jtLM_^Zih_B%yx95>QZpY8GfYuVa?1=4veV}2>->dpb2TJEo-L!=ovGgnL@#ff z$%UQa&Txr!s94T#uTyQDLwKYI`$R^V>X&NE!cy;a&ZUzwGkjz;*i1$xRcG24d{I?P zoJn`u?~l(;bBJ?2v*Quxx{g!odg(RL2UFW$Wq0A-9DGVuBSA!Wm3Cdf;p>pv|Gw)P z^6Fhq>x=}06_>jU2k@BSG#F?7=-h%Z!Qch0&r44zGY(1PcA*qCE=P;z|VH@VFA%CmC0^xiintguDxtydpr~f5Hi{{KF zG-U4AFTY&&zOW9FYsFQtzW>n^W*aTOS%UVO?e|L;3%zE{gcqi0Yxt7m(@MPTH$Q)u zCjj3k$R?WI!$%+0X^SAGaF&FRgLk{mBX-v9FWt6C_nP6$RNkveg71mk`&Jxj&FoapV-wXZ+KJe*Z~Sl!aFcFA^Zww)U#ocOYi zo-ONa$p&pg!b{O8)b>C({LB8=)t^Qws^m7Ewa6;auRFQ&ak%>Z?(hKYWMd z*U*9~P+Vs0yCS(0R~Z@g>CZPy@MPW^oYg8(*s-s~Qpq)A3HY9d+_uj0q$hfeacfNhsSDMSMsOq<PvaShi1=JtK{`D8IFhok`Lj5d|NAAP%j+^>HRXh(dRbsw1%6Hf$Y7(nuB@ZJs#XT099f> z&8D6_p)YgI&gf{GOIVL=nAF0VBpcgXf8;)79{A>%B#d!raRL&k?-hLw-L@mRbtSyy z@MCetR@?}TjfIP3>8kXIEH&(`%+0Qk8{1;G9kkyYdBzYvJrmc{HG(^#LiR-oBMw@m zK(l6)$Wl|7m@<$=jO*JN+0V?3>*XNoW<{X-<{i#8BP-^vKe)Ro$$Ts2bVYA z@8mHsn16W~!RD)rgIR3GxcHW=he>-hp;59@D$!0T{3Jr7>f#dkQ&6Jey7Fav;?WP| zO+Or}^>5f?3wP%VV~TG#EjYRkHJ1vf@HF*jyO0H@pN**z7XJZWlU^_6^N}u#vXKNr zcGc!YXpDH*+4jNavi@UOVxK42*Y%^*NsXA9Rkcsz1LH#QurUvOXtObby#Ml>5S?Wk z4b|U58xdxyk22~Jr7VK<8RE2NZZp)m+2}h!2d{M2ky^;l=eTetBLM zQ_2c;64IGwJc#%OEJp0S#h+*J^QD}{>d^*19MIT;cs|LyF0+HTt#X$TN)DIdUS{n@ z5`MQ;+Z|@N2w}-P5b@QP$>EZOvHcKB{lKPQB#tdQRAoZ~CsT1hRzo&cG_5Gv%12GR z7y)NjCDZK68j}zqi5GQ3VEUXk z4x1b32mfqOp5WNVGJbcOR1z^q@y;cWxL|5X-(kcV_UMfJ_`n6V4XlRD()aPO_yM8J3Wn=Jn~oE`=ACTPGn7 zuG~1fS(EGK9m=3W2-fqhvlvAx6&0A{kELwa7z^Wko{{*y*b3zCEMv1Z`(O&{#S+=v$9t7=14IyHYCLobZB*X8lp^m! z@p^${b9ho#zUUimx{`-?`uo#^!@WYIDrZJa@SJ>*&rJGuZUQf9#0Y{|Lr!OcUq8Wf z$@__XTQ@p+v0Dm*3Hw}-Rbzy6>qvJGt{3Iw$!LfxaJSqd%y!rB<=c*dB0%qYgz@5g zar;OoPzezbr@FlkPPqA*W)~%E=vk5LZ7ro7sJxz zZ;W(0{I`tN&BndAxj*K{{HQ!H=DSh<^UwYe>NEVr+~46DdZL|AnVIpu)1t|>s~)Cv zwwZYk6IoBZpHW?}@|VfY@x z1+yiTCMhqz%wVeK|2!-)@Ze3*WNd+g4g020`{7rWHmv zaNCs+GAz>9%u+EhI+*hd!h7K|Uq>^c2&wmSmqhYS{YmmD2?3R4aSW%v)kxzOEFmPIV z5%p9zoq9;y-gCQjh<5+vK`7swvJ*91Z&+su;Tnmmv&)hWI)#aaj7gvLaUKD)^Z{uRyv4HhMPTaGP4b`#N6@4~$4@SH+PX0Ec`O@-Re zU6C_<&hG!mKjW`mO4GXsE*YgNVhufD-T)JEz;LlnF~XI6rcMd zm{ojfGKdeSkFIqq;b3&WE`<68H!8M!GiersB+S?dIEE#dbAi7MCiA;hhU*kWskoem zP}iBUAe1CPi>US zzjMDp{;WkVmx0uu;6}0$yz$wiHCtP8ekYy!SHm!8G9+D$*}?eW%7Xv{8#w>-Ab(Ns z!AiEhX1PBt-7MxK=H>Q>-?}fG4;d!fe^_9lxbuYBZz{a{^TQN`eA29tR}0+y(B1Yt@>}CauQaG zwoqb6<3_a0sjL{HveY7;##R2bKG@ES^4|lu486H@Rc4S z3L)udrutRK4#y-l9d|9FBEHL8u4(U=_iga+c527UHMCe$sfr%LZY%$r}5Cx^S;0aye?CYwU z=4BJkcmKmdCn1k)`*h{`=rmER^^je7h%I|Lwrv(jB68e78&duk^w7F~)?!fT*FVZ< zkLf}hy0tp>=Rsg-);VdBeG6V*={DeDjCkb0Rl>@1CI<7iJHftyz~;~1w6!U9+Q}|$ z!AajUUJ(%>*jba2Y+$+ZxOwnPJyg=b#hwM>X2}rBD5QaT7rKUR6hLV?66wZYx_-^Z z1nkb@(porE8 z9d|yZQ&R8e3qOwR--=`PjC2M~WqqPw#VvKKb*+UF)qouJpy1{tv%1LY?E_|vkW{A) zJfa8A!IZbj32RZl2piS;v*B_Sy#^f1;U^I12nv08LC-h|?auQmsO|9igHkw9- z#IpWRM9XI3C3uOq2USsnn($6;>3fy_!3?wt>9W2mNB0hkA^VzhC3jUFSU)MZAFQxO zmu=43piNqao6I78!>W0rbh|bq*V6PLZrw2FHtnA5Nf8p>62P=f^&*)uX!gw&?h+5G zR?wJwVxU!54-S2=D`DEv5-Vp##D*a3jir*#;|AGbduS)cnn)MN%E&@AzgpW)M+TiD z6JokR1O=NLqb8NqxYvpY2A6mtu&*u@JIapxcl@XomfWgl;NGetd*@{Qpj)5-xb_vT zpJAN1m@xBSpb-0n{`r0*NcvjkwBWnGQdfni{qnQ|sNz?6QRO+k)o z^LAIdX>+p*0bO96?BgB~hQ~gXr@?d9Pr&@1T)z*l5 z&YnAcjP+Xx)&VS6{o3=^iN!I>i|oBA9L)ZNi$@c5@*I((o6n3r(&Oaw!lG=Pz(<3XX79~OTm<+zU9gc=3 zMzgFcah|ZUmtM~;6<4+abu!$dHrXe6Pw}?)+quHcWGxTe)#1`R-!Lo;+C5zs_re!T z@}zibv`BWJw>uLK^}f5yP8XPG)&(4V|r8u=7t!Jt|#vd_rCR zB_Hx4DdG>>q$I{FvC+r9Q9Rmhe$JceOz-^EA$uyj%=T8Yz9GL)3JDPP{_W<^1{aGU z_R59Mh5NSc^k&di%tH{*Z`lkMtRlf7P84CR_rSVok;j}e01si)p$kc&)!AM$x7?`B zp}zns_bkt#eb_Z9ykWNBr?_X@#{$2HZ5xV1Jkf2~78$_;JxGAfySd~hwD}O|BDO&n zNd7W+^WoTfs7lGwlK0YX_6#~+ZmfQlJ>GWlY7#imBkTqd+fl-$0X88$suA-_I1fns zjO_M+q6U&I6)a{mT3%{Z1zv60$jfPCRckvt{i7hd)fgVz@LhRw9IS*;bd$2^9rH}^ zfu~)E<+3{J!%T=V>&DCWX#4f>o{F(GW|<-bto~3_$Qi=S&CPA+h3`jEEe_;1lEE!W zAx~8DzLhE9@f&|QYsw-L>=<&g)1aP_^^HmVX0p9|a|0ewYRatfj%{?oe=fhvQH^K1 zc0qUOTBx#&ZbjWUulnb{gc%Dndr1+V@3A`)&FvKLt>I>$0m9ljALL7*ZLfF&;s-qY zZ%gC{iq)-O{VTQM$&8eBzA7Lb!{=mut@s?hQ80MO+!(#_{aHzYctHlfy2W7GqXG%_ zVnMx2OecplhC^x9 zQs{mi{PWQ1+y!Ss`*liitJ=YIY0^-Ppv3P2k;y#As*AJs9`EU7ETJd}K8ul2qy#KC zYg5!EhJWBNmoSV7<<1=Pp~(H2Z!whzSE50ZPhhCxd&$zb&?Y^Zqw z9$cS7sU)B)W&2H_5LljqocwNIuh$KqwmJ&fnof)AY5Ve$dV68_c6A8o@jXV)3J17( z8KFxRTbx3mY=etpA#(Jn?o~jdC$&5GcA$v>SliPU3EGH2(MM&`zjAbXR6s`XA!V^v zcu(;K;*4HTHhL1<;R$Ou=LpzbU#=Kaj6-ZwlI184I$eF^lUog5Grx7sz7aghRdld3 z{tq1^JbcbPj~{Ts(=La2M(t*FCuaJPRCR=u{$}sIQUwrf?_XajhTK_6Z|7Shm z-YEMNuKpc{U91uip4MoV>AEKzYQ#Pm7L!&|1CKVVl-rWaBTaicLz+V--%8Vl*ue+X zj&H+HefaT>V{QY2n!m<`IN@5pQe%N@#^;6W>SVY)OGY9)Hwf*|dk)Anns_k7wXynH zX}O(J0B^G2@6~N&csZ|h>zFw6v$Dqt>TfOf@2Cg(y^1XEsyq8=^423YjRXLYYMlh^ z&4>1a@B4)Uw7+#Tsm2ggzeQ+Br+akTqI7BsCr@<&sjnWKRptA)MlsbHjh@Q&knYr*R;;Ld?oMNqn$vCpg*#pDe zth-u&c^TxwqaJ&WKqLG`Jb(d`0k>H-QtvP}5Au zyhb)xZK$Zl1BnQDv=Tl0$i?9s+8up;c6Q^J3PrRIJ!a6y?175W=KIplbwjRBOAR0IZMqRo zU(rDc+|30@rwieHGnmNl1)N=Z@fa#-74xoDfqB}Np`K0Ry4DVyaGAg zE+fM~R^nT}j2x+Kf&s!x&{7GVfe1<%*oghj+fx_VvV__+sNp_U(K% z;uAwjF21d_>j{>BU_TM3*QG_&EW`cEQDzWM*%s|l=Jo}H1^dA}L=M0b6E>J5*lRm3h{*r`)fy6HXC$E-JSV+pGrtFN!d2k@ z&pDdQ+-Z9Wb53V)4ORa4HS`wE#O}E3ynd$MgX*V;_uOE3j@#P!&qPu2vjAGv=Pv)< z3+F+8+g{pxlM_w5c-&Ml9#pCYf73L`=QTGQo6Qx-Jr!KXN=Hv7Dd8|Ch4^Bzru~XG zII*nsN1}iJ+`I`H6Vw=;+dMh#gS!I2lDU50p(|?yDE?wf_Ph4$R2W%&UK}aE&QoIV z6m0JG-tr*qrJ>VH4k43ZW)aKRe;)nOegA^1{65P|OaOP1SM%h(>3IFUKyEjE`;RPb z_ey8UG)``j`TJJoa`O?pX~ONyf_=fT1D?SPiXzY^=*{sbfm$~u4UK{XLjspMKJ$Q> zop0{mU1qNFJ2d$(XYoSEHVTq=33K!!1l7AEwIGy9ZvKQlwy_5~J2$E9LECG?Obx&4 z)a9g4zBqW>FB|`m(QEUrQC|7w%mucgf=wb&hDbBo58MHv2+IaWSK#Y2+r#K2*+&@$ zWFBFTUW2mJ^mKd_meXc=>sSIqtNS<8biAz6g6|zwLY}B=42e2t*5rca5e4mPRar>CMnXX)f*K?5)wlmg1Cgo3uo$VJ6)VFbwkLRJyz)m9iE1cr0OSI7&`D^&3Ei za9cgm12>O^F=1`jDpzPt-0Ij--R+0q?zylK;L43N!p)+U_Nzekf|kRnq{pB@T5G(=%!3>76g!`wvbVD?tQ*1KmZo;EsO2neXnCYB?blH%r^S0# z=W9jC32O!%IpHqkgPb2VG3ydCyr0A=nSch*0W^53(*u}u9@uD#`}Ni=_XxQ=sM1r&)9Cty ztVcupHwOse$ThIzZ@G>v5sOdaUW2#ddx|XET=Gg14S1j~6yZrQ$B!vmuG&|ae`dp9 zn8mn#@2EF!@z9ro$MhUZs-;HS4y5f^%P!mUJJI`9^&GE;c%{hk2xLA9x~Oq-HufJQ zC3DX3tCp;}fApVeH(Ir889fN`o&wS#ub7*ea?KyGH?N@*#BDxJ>8mpeI9F zxq7dwMHL9((iv}XhS|HOyDVng^bJHAo2)J?cI8%@%rxh>?VCSy1tep*$W6wLvv_dQ zKb4H$v07D4aFSl+Hfg#WLbrTzj##&d2*-9g<0oY<(Hf+SU^H?a+SK-z6(l*KHs%!^eODusf0*DGH}t!_ z1!HW$xxQEx?9-Pv)=7i~q>*bQcc0Dr12?bKRq*L}l3?FYxnfeo@D|FR6f?m@o6U{U zBb7bRailCU{*_6n4&Jl9X+=NxHf^(uuFA>B;4Dq2%MD%(@`Uj^{mW}YX*bDDMTZpJ zb}%tk@9*lJOx422ulxuxseDQP5Y=x4eA&6t zlwBjh&*bqFuB#%7CmjHa&iUDG?*S{`Vd)XFf`}ler&l%D>H}rY%q2b%GSG|=363=f zY`?7ph@cm>d6VSR!Tv_MuweJ<&z>L5`ashtfO4=0KW7t`5tpA*j?j&g2dQhMx%**@ zkiQmqB4=@+121RdmlfY&PU67$)WsQb)sr`dkF5NA1xK5${CS;K$X(j@Lgx%p=%zO- zBTG9zjIGTd-bQOT>GE$@ju6o ziMLG7J8`Uz0*PTi;3BUCWlLSn{XrkORfF~41}1sGPzWCoW0-yJG>P~6UO-mS4g1?t zIiu)wV=$M+Q>!;xTi_x2`#eF-?+&b{4>O{MBrqEx7#C=Ll3UR1uz zvK;8@e?M*-ibOVkeFMTCmtD?U%}!V4I?^e-~CbJu7_M=)IIPB)g+HC6f9)Jl=+TdeXIct z0f>xIZ~uQP;5!)K5YZ2{>2Lk-AL-xEX{Pa9@4vkO{x9DKK8zapFpX!T{x^GuSBhqT zT?ez6R|b`jyo(ym$7>I55`P?Q6NN@P9ETh`#ZLHQFlg>5B^- zkYhIvK~m(rYpd|%fZ8Zyi>k9T}P zEh={18PHFr4L2DyFy5mtndhksI;2tGR@;GVZycl&9=-spgG`zQrXIi(;C%iTcDowR z#v;Y{_{}ezITO;8M4JdUXZYmHrV!Ubl-l)_UfdZw@V2>X0144kSCD?a6`7HL;mrbH zZm)(+|2-5)5u=gikq5_B>++b*yujHWFWff$e@K>Ng@F9G;Hl|n-T&c7QGOl3F~T;t zvUoMkKrU6zfRSU>11Qb4GyLz%KkLuG8)bVQuN*=Fc5LEmzn*E;vvYKFd5I)o!rcEs zAX`5xzwH(S*ADwbrl?WPyt*H`e54MuF4$ zFUjh)&?0ke?2#pmIuyjk zY70a}Oe<@8XcqwpUx;}EB#6K&CMPPF{yuojH<8!3M+H1^l>dn3eei(CKnV-H}xUxD8J1X4^2iaL~?t&*`TU2*; z(dxuyX>iNxJD>CcIb9GGaBJrs`|Ou-91KgLe6z(bp5_Lgv7>E_MAw!15}$a3l`f7; zB4XJ$GZUSWZuVO$Tx0qzo$V$q`|DSz#E3OdhW>Mv>#H?K)EZWSoP2c|flwS+JOzoe z+CfkH07Jt5))6NtR?YJZK=)j#4EGD$`FFt?b3TynL(5=f4LVPR})1QgM88YeD_AqL_cT2gFT# zFKF^STJYQ=z>%^y_NV0!r$4037-UU9hkF`qW};;?%0Vlg0R+YytnK&$S+3`^yq)6* zf5(MB_C}1qJqeZnk0Rn14rCz=BD6GI2zCYPCgEH0)1Q=h3>vEw(y9%JuUpL){oqPD z;0RyLt!K&rmI9{llwUb(pfW`iWy;o?E@g;!NhQ;=UIkE}*Zmi1w$LA*qP~PJsafch zWH$WP1;LxZfuV4Z_O8&7F{oX?ofBA?Aj4X~-_&Tp=whxtkF$mcq4IIH93CvS;_dR4 zH$TTz{_vO;Pcq0V>`~b)h5&a`NXE4=DGO^YK>nwnoo5fWYzDHgr>+My0d!F&O^oF_ zhMgNGc7>H0|1qFh6}V3Nv+IIKrubJwatt$F4*8lx*ejzCVHyRk50$ z*!oD+o$2rrvqWgOI%PA}c4_(@0hmeJ{(V5WZ0sOAvqcaFoE@3?exJU~8m$^tim*-E zx?S5R7Q7CbOB1P9sgAcsu8AbC3hKfAov6s|wm2hl>Ks481-Fr)aDmpjz5xFXbl<9S z{PqpXJiDeZ?93-@k3WvDohAY8;!3%N zfpQSmnc+(<@y$r8MS*ioT6+Pm!lc<&r|SrAWZzA2oeST(E)c(_7C0UEI_jnq@3cuc zPNb@DaHl}{*(zi@Gfi$Yoz=)Wt-Pd?DCGCGWZZ|^g8rp2!K3--xh7z7ERh_1H#1E8 zH&hF^=VZy)qKmYpx8d9+9CdVV08SddwM`>YA5=O6uAA^@o)fQdgD;VmUo67{cX59b z0T4Nf-%BXXv#%vQ6X?XBd?WH@=eXFhEA>f8pooQ5@di6W<&M&Te-m8`%1 zpqaKlV6|`4tw}&9*YV7AX;{vWGZ$?Nd8InSZ#l zmgi=}`hM~(p4=x&+6Cm9jNZ#U_(M^&{Vce3v#guv?~h2i*wD<$T|r^%bvPCwX09QL zK+KgwAz)wf;5waklKRBU7l2!>_a>;Pax0YsCYSUzj!V6BWw5&Hh4~GRFUc%+K7)&+ z$$ZG&JI~t=5{)3yT)+h4*qO>(MlboWv9pZtUU zAO2c*-+?3j+T-ZYgW!gehlJqkoW)y%k8wpDlCgNt(-F+(99_F&xK_6t@Ow&LJcS}7 zR4S;jRc&wFC5R>ajZsW)k#dKKmS=Yz!#Qzi!~8obJ9fJ;I>Zg7)soid`_(&*a9s}m zxQ!XKldO`aY~>Vd&QF+1{H|zTo#{O0m@SLy?9p5H%C8=vKLAu~CSU#4<8+Gc;ec^V z>+KzCgTra=0*gVKs_!dfcfKd)vHla*`Z0EL0_ZPI+FKb|8TT-89MUMJ)qCr&PcZ$g zl0^zt#U`jxg!+YaRSCnunPgxjcWB3X=D}3{^Y&k|TSLhnWY6)6pZ11BK;4Qd+iRQ> zE!#+ed)tUCgv*m6TVrV!-7A!ogg^$@H`xz(X3mx8A+&u(<+Gjw#=M@>UWA=aNZa;u~Xx$Fdhw)8-ab(d@GTBe$bV&@{_|j7d z&d2E29DtSux2~1Wl>&K{90I9W<~)sEG?@+x46;S8T@H?P%2$HRs+HG>=Oo~qek|-- zEtJyvhlPK-SFe!cvqsr|9G0-5Evt#D+@JOr4U6&P7uNOVpI#c>6A&_8DgAo8W|UUZ zkscrX&Fv&;yEM`e4&;N|W{b2oo6;2MOH-C=8#E^P>$m0GA?{TkbrfyWX}p30OnQ=& zyI!HKLv=5NV-^Oh~HRhduX%LH;Vlt+)C$D z+9JKC&kwRI&STz)?9pzuW^r(nc&Oyn_95(RlI3qgrTk=gEtS?AOUpp;=FVNJz9nL_ zJe>azWp5o7W!t_B+o+%*NJ&`;2sj|!3JTH)!q6$*J+z2`NGaV&3`qCTj5N~S-Ce@~ zGt|Du_x>D5eE-YbrtEc# z1_v1>bsK#nl}ANJ)7XF4AC@=+KyjmhYuCsZG5OoSdcG`s2c7DudUHjeE-Egm&(=9fAD$6H<75rq1_< zl?dHU+sNm5+kdA&2_X;e3XrJdzB`4h-Ki{Man&$%gpTC;pip=(SmSiE@yAi+28(0v z>bojlm77hwp9Etl0P`|J5ca-dktzi8GqyKV*oFO`T!SktY#A4uyc24^yq4>qf1OOu z7w&YB8S1fVpr+p|hugi%%q&L%uz$VYMzeI@XL_oXVanSk_yk%d~jtl`Mdf+ z0*(hwywSqJdr50%2Rin|?ys+e(A5MLMk@7I*UY|itVFW~c*ak38|Bf#hm|S1bDSlg zL}xB-1RL)ONdz-+CjFcWdcYtr3UL`Pfy(Xh?&G?=*|AULOh&2=X52y5om^0t7k!YZ z<%&=MZ-1O{ny}m|t%DMJmL|YjN0R<~(VmLPV?>(<@>j&vPI!-Yaed9Yv7j(^f%02X zR_&_zGV*K!nfKOM6YEXr{!l$=a?dI&DQ56E-1shmyN$a7PrD7!yF!TyHZ5@^q(_xeO$3# zK!Prnb%5N4BBu8)8?}Ml+-@Ub!CCx;h5K92QjcYA3)=ezMHzDs>6X>0Rk+h<`t#d* zmc`;+U|#a6)6%fi@{%O^<-+v!`Ah}TzR5JJjSr^ zyUz+@3Afq_{9S}o=?1#vnAgBjgC?KVsv!nv!h1>DTKvtqMY{aQ7?R!h-~DirsQ0+s z>hVe0jWYhHNY<0}J3bc$9$V&prMX?{>*hTkEOAAG|1$7b`& z(6cRO>vRK{hqH`JhJjxrt4swEbHQd=kFFS`bs? z0+%lH^{1xBUTCNnm+GDS^5e`~QIhsS`2LoW@#;HTtK=#-f6B+4WCE*ntSp3@W6{UG3MDY#`8Oks+7ZFLZ~! zk1?-_Qzr~xEl+admOg9KxS*|-)}~FO->X@AlGH*HxHd-d8f3O${bwoBWFws>$;5oM z=x)^KN|Cbxk-SaMw%TD8xuT7^z8swf&K3{t)D>C8?vgtyjSk;HV!cP8?r>1Y6l2$V zogU-TZmenix+gx@gQiw6R{D4yid09kEmhw3(G7Zut0M0bB*VA~@6^W`wo~pnr7%2W zKPM=^+{|V=oJfhc-%0D~(2Tm2^Q27Zhy%~tKyWV+4>5H|q_i5Z|ilVCI3BIZC-Lyx`YjNEm6UeRasP&R0xyD3H%P!ISp>QKI-qul;;c2#z z6(2o&+N7qf5@dXCWvk@st?+w|rrSJON7O2Jo7g?|-l{v)^0m+h$-@d-vVQ{9DpE_` z2B<-&PewlzpvC?L1gPI+nVE;|(2IWB;xQ2Sxqm^DeBAWuiVoaw`;IlNQP-E}8T(jR z#o948a;QmkC73+phnp2-8usXq5A_T8*Y)Y#A^w$;eAYs+MV#hiqaY$cddgSa=a^m3 zl(0(6Lb~Blp1ZGY|I}U2avQLOa-isv8KzcTlNmTpm6KUi?8^tld2$HMoVk`gSiGjU zakb8OZJ{l?>+tgvv?^A)u3S^bWFmS*=5UN`K1$m}uvha@Ps5ki2v^7uM5Y`3uf+>o z#e0?APNj?Ljah<2GyS3j8Ln$LPgCz!qkQHt_XS!)d$U#g7UDdPELsV7!r@yi{`SzV z=6#tp2{P`Z)xPS*xuvz>XpMZfnii5r!P)(=$HH<+U$oU#IZTl?c86L!5iL17{qJPt z88vLL1n9S1NlDi`TM8;*c<+@mxgZQ-oncwU*m4jIK$dU<e0NoooMN_T zH0VC{ubTDn7v33CS~ERpclJDd|_lbEQ|KR9pWVN z_1t{___yNlCHxh73t?u>*FO+}CB{40R)SLl^eIBb>5|F$6ma%=3xA%6r;_?v#4;ff z%0|IqptJlyg3{6tyv{GmF?ri@D67?0gzc;2NvoVNuKI_@CY)_(8`_7Q?YB-We}#S( z(@77hau!O5N558-I1|jV;_?Zw- zPa)mXwdPOuM?miQx{T+p8e5L=T843JTZ4)A8jcS zU$MfY7pD=sxY&_xw_FDh--)%^wr^J!!JxCKw+a78+S^y=nK~%GEH1G6Uy=UcXm4= zMMg@R)OxhBztrwkgaMq4Z!pt2?aCIF5e3YXGn>rje2_4$!t7>rj25R zBEQ%g&rNCzJ~BVfB@Ukws7v~I*4*A#1_G;*WRG*#izsa-d2J~=r%}Bj(C2Ctu$?k^ z?K3!XThwAw2t631mVQH=Ys~M}y6P(~^w^XsYgBf&6AKheQ7{L`<4@#bWY;MkpnY5J zJR>Y_B}nW%{$`_TY{+TPEmHs7l-Cm_Gi>z5WG`b)Rb6-@B=#k{wx74hshKCWTAxXj z=H{4D!hZDdRl48%ub)m77^Gt+SA@&SqK#QpVjnDzW0_jCJAF&h9x68sNI8~e+6J&b zOQa!GouLLS$ikj48XB1g8i>iwcC^+`%4DUW8YP_svhh3fkjnx*gASiZ+Vycct^N|t z5_Eh<0zOld)E}yUgf!wm6-Som$&llNcloya#fh8D^nIk{`mIF+nXguUTWrQ2iEMMX z`^oTVE&!5dRcKg*@o%N}m~yVZyEIt&PpG*6AwcBe?|bs#9|NTj@H^0ouh)$tKlP6J zJSBX^*G&as2sIj=IX^7F3gI9Q!pQF9TUrYd+>Wv(wzAaqBX3Ma=~p({^aka{SOoH^ z5WRDpi$*uj!(ii2<;d;shFfN7;!lhL4@EjwZe|I#Thp8l<~QW>jug*cKBwdOW!WB$ zs>XjYH?pWVeb`Wf5xp$-8gVr5do5^`KSV^Oa1md1Vp&keJZyyzR}*WDciW9R^=Y#p z-)pia{0(7CAcU>3((UOR_{Su-kl3~Zq^XVGc#?!+EVuyb<>#6eYWoz9UXQkVhmMx2 z$R?anqTdVoKVeKqCbRYQS=LHx7n=++g28m}^)Q)+#rq=zPgE|tp3w9AK*|f} z8jWlQ@!;@=l}iQZL8LHL7Y`kbgInG<7aI?VLx)X+s+2{5((gOvXB#?aWl*XrJ?3k4}auo=011+)_`JGE-R|wvhsu zv8UCmJB|I;+EhcK>xW?9l=AHo6UGRUVF+DIA-qH$Tu8t z&T2nk(_3d`6@ST``4^A2hAY!Kw<)n-FvfS}MEGdfM?#LEtTWM}U(#vZl>n+~eus1M zbL~e{16ny(LdlG}kACmd8eCxNA|~M+#;L{;?(`##ks^xya~;PvZmSWzT3>EKcP$Kz zv1wU4ahS|uw=Bxt-9nj#=wB#{`uUVd|1+*bP`p;-g??Djkmfx2|0Dr>_n{xD73@~rX+(iX*%jsk$P6qY8JIp z5i-}YrAljww!#MSc9FX2`@Jvu$oVc-3jD3t>>~Sd^yK*o5s#hM62wh~VuCEUM)O-k zEbX;Zrt2RL6UgJ-x(E=+H{|A3e%Rw~ zW;bb^>~TZf$D$D%An&gK!{Si1)aA0+L+$a25worhOJwbyMMK)w>l{{*0dAG2(Z;jFlQAgGscRON<3h}n}uE1ROQ~idXj4yH;HSW_MaRt>2 zgDrE$hCXvEC(}oDxx8A}aGI?fe-ti?$OR8yzT|{ay}2!?xSlwxeMbC|>u}&j#g~?k zDZg7tL^vLlZh*awDBbuCoR{u6Fl%8(*crGzc}9pE0A>N{SgcYA{n>EN%87-sRw?;H z%y=k^dv{-s^Pk3!0jeI29X`Q^LXTyrB4J8r)(VI|7Q7TMnfs*m_!oqa+Q*!0qf0l0 zPjtx9j(u;*l@XEV75y44mOIB)JJ`TK!g5F#$PDjTbN}||6?2`FaWkJg+!RlHN``U$ zh4RS`^5QqdDU4&9wU4BzMgrr4HfEW!SsLyqJk(!1TJtZuiXP@R9^iKVnA7`YgKs5a zAhWG@k!xoOCHj#ole*Qt0Wj(lNDN<(zF5Z@9Lte*>+}tesh@xmwEA}_O2TCGo;Lnj zm&tcQ3;cO7Ek)pV_B1e}D=F{3sG8l?En{B3H;%RBZJmAR`97jM0LWocTA(DgoL&!`YfL*nq9bXu0$ z-9Y{LkEP~a1||ykt%3&$Muv8Jcj<>Ss`5o3^5*do0^IjHqHLw7mP$*gtSax5 zxuUOp@m13R{y7C@vj$bVj&l1z?Q~$j?a{n{fG9EDkx)_QLvIgNFaFJ1dCm)AZkx|V zq%-p_o&4|n=hD`+CU|Z{0_P}TVl!-QhjtG~!Z~s;d~NNp z?3dEwKAQ2)ff(*zP?a@yr(i_jwIv0*Y83vk1xbocIR?21n z^q|%2w6#n#=qMC`$=HO*G5~{x5=55gA)8yO>0R}I5wVij0&jvzB>-J}JGVz=UZZuc zCA`)ycuVJJNuv3H+7#DWm+tKg;Neu_!nfueBR=8(N%9u`4Pg90u)(U6s(PFI%PUi% zpW)n74g>sn1daK?X&akB`i}ht<+8=bxDf?MJN}M6nBZd{s&<;#4EkU9X$xSO(gL z|I>fMD$CKh;c&T?L=-_9o;|zI51yL2J5DZr?5D)1Q@|TAbz`|N0k+>#;yW5jm}?0g16+gDKnkm z)RN7&46GB$fwZF0k_*R(^7i@@07XVDN=`15k9W=JVYO`LmYTqPpyA_2Bw=UUr@SD= zDe!tYZjL{59zbH;zW=@^Cxy*}_C){Z6b5&>TAd?osB2xLD}WssY}!>qC3NGt2*`I* z3juwsg=6yZ$j19M*peOFj{%-*B^SOHK#xxmioyxT4_zBbl6q@OXUoe)9Nv4;FKH-z zZKC7DIKHoYQCoPUx5jkxX8C>|N(o;XW1tzc}*&7AOIe-w8L2%BKN)p>Sg)qB8+7YRy^J`D5l|!<2`&>_Y)f z>8U&0vWB_`8H-aNEZ9u!842m$B;ztv1So z-p2KkGidDwj)Y9noeXdeIarFF?k$tYmk<`Xbyv3&im6YsHP(l@evPyo2deOMa%PQh z$w16=CIn|GV)NJth#@#W1M;(9ka__GjpOkn=%!CSs2iM#Ae=8PI;@arqUh5XO#hDi_s4v?)*c!{PT6TdedkwdKC*@2m;&f=_ zx#|*b-2VAo#va}?6kq&rC|U$sRCB8y_dh{N8yz>F>Q)Tgcv+qowc1qWH^F*)qzU>`*V)S!%0zcqi~fXbE{HNCnz+PX=PCTh1j zvy4cBtN~k(ETDzeF~fG*0R8yUQO0Bz@?@CA(vIB=h@_4XTKU1PmfbWyGd6nHRMe&c zu7hU_cvF-0l}G72PFs;md;etI8AbnYl+(4>7C9Mn zZD@Pe1mi6Z*iD+y_Nyj=NyjRc1D_uFsr1T9D&c}O8gy?hGW_hBE<2b78Hk{1mCgDEdt6BERn&q z1p8@-{yk0sCC4Bl4f9-+*2#v&`YynJU&b5UigkK+^w2xONnFU_Ly+*OQM~2))}NSF z{0R!3^>}YR@*p8BJkZ^~fAuqd6=h;@_Z^)E_8)`pdtW`9R55^#Ab%!-6z}ohigVp+ z*IVs1+S~=UzuEIW)XcOvEep>lV)GDUmiF@mevHY>r!3!4`7uWg7LAMv=4bG9E zgC^`Bfi(==o>+jPjguGJh|l_sFU%FY`%rqC^R+ngR&qTIGk!|(kYHnrP-_raQ&drq zFD{O}#fWw<2pW^_#TX2g*({YUkG>!?*7T%J8pPb7vQP+Yl7?b!S1Y_wdSpE}Cuhc6 zg0mK;h=uO8N7`=>CF{{5+Jz`olV*y^du$=Be&sL=h%G2%I!X08E`bO+47 zy6Y$tJ?&{!{(c(auH5Bk6bQc-B@n`oo~wks$irh^;M~vx)}QTB_AH=)KNIrTGgBp~ z#QZu#!3eror~d_i~^Rb&;#aCcQrcEs1IFr`Bv$ z-uNc{Fjh|ffIolIL-+!%B~G^lgEYdDmke8ZYS(1ZQ8F$4r(%^->-GJOUsu77kX(j= z#^O=*E)3+N5fYU9p3#!A{!7l)#{@bG&U31NHX-NpkoBz*8E%*+xXGkB8gW#Ik3X@I zjWm>l2?-N~xm-=FzVX?bYFU@2s`GOBhY-H4O`LoYO2$cZRodL3R6vE`WCBbnf2=BQ zBz_UZHe)~0Ok6VyPopfrRL5#Fk++*b>VV^*ik%Cfzs_{#>+7>|URkDRar92hE4lN| zq;o>%r&`kTjuEUHkMqm`DTZOy5@=~y7|F%6MzR9;Mklf;MNcf%o zSu_=JMN7||f%;sc$A6Eve1$=~4nb){)GbiAoqBH9zCuH;Aa2ixiHv|)L=Ssyer0i@ zU3Uq$)s*NciS?}bc5B2Ue#5Aue+FQL*S|(*@DemPD7VN)0S0Py@fL#asG^m19RA6s zazU#giLK6wlQO>5DA5g_3Geu3iEw11Q-oLbQiSj>WFLKSiJMb(`Abz({nH-PaCe~^ z(0VP2CRGxtfrP1{JtFtM`Cczg%DJv5lcv_opbiXIzvG7nA;JT4gqIW_e>aWMjeEtXw%4S+;e69rglcn?_`#jx z?0NQ9YJ>V45(v?|!F?=u`O#n!OD9O^tW4PXB*Af5&BwtM)k)s#+&8jZ)!x&;v7y=! zPRP+`y2@rh=--w3vxCB#JCT9bFROEk!gzl+)Kz5u>ytP&mSaoXU4kCg@0hWB7h$I? zS^^DUU69MQFHf};38Un7Tu1gh_@aR1*S&%N_F4Rjb`olOCO$#Ri(~s{D@zwv4=u5M zC!=Jogxl&NOOJVGlB-!31^)cXbSv4LVZwjyV51P#t;BoAOjp|UfcRbXa`Gh|Ba|{% zcv0@^tgS`Cn+Fsq+$N>IKjErXm3u(l2l0%BAz1I}uQ@G^7<*~~kYlo@VpiIW)=KS+ zb!EwyK?H%BrN1AtrKEQ2&fiXL`di_7UpaB^|fn4lEa>(m;eXr`{ zxESVXS>CNNaxGmY4mBF73^i?n*znL5*zn?$q}rot0ltkRV1wZ^MgDaVTFZdX`*aqk zNh%PPC(=$WxgsBL(AiOf51C~brzAtL2AduxAMML>oB(Cg$W`&dQau7ZBp{y-sg;lx zdc2_mVE#&7_oQ*WtvZWb79FPV=sVx!-7?N8)2}nvdvG-Jc|rr>Wlk}l20g>h;G-a8 z!8CQ3rAW86FEENP{6Bf#f(9BKJu zxPF`2`TlYyu3kfA@%1}Ojw~f3w$5;6(f6p`O zL`({k@u-s*ttN#T9giZftDwF*5K+oNX_OV@oR@%Ob2cN^vqCImF+})0=ICy+7K*2H zewK~ec)cR`Vy<3cZ>;BIjQWPtXh^;~Ldxjg{&%PGnC;#bW|^l@L!hx>Tf74X3|oAuPszn|$9=TdHFCBnQK(jiiqMs*NH`neV+N z1~0&ylD^mXJfRhUYnn!-lJ6}3bxT#l0CZjPG)K#q%-i9Lg^uPr4kP*&O?|RiB7f$5 zadtGKk*{85F|^+o>N)7y-Bg7Cg5$lyEvElI4-L`kd|lSw8$8mKr^|l71rPm!_3DcQ zHAyubznLFP2k6o`s%}ChVWCue-QWVP%i<5ND+r>*7Q!7BP1|PIz&g-MR?LTTx2xnW z$KdheR7aU1G{iUgoMUps{ysq^!~cGQ<+{CJpZ+-wFW~F}p&3jW5C%R}A zK4gdXk7&DD((K^W7C35|8F~m>phG>{!A)@E7RuS{$k|8vrWU2_Lq&4UXAcp@33^wI zY&zb{;ea)x;8)~FvcU{w!&U!zNs5oyLeKP6*7NZ_R1{VAXTX#|IxJ?q;=#_{f;foB znsnn;nd5bwGIdo@|4ergq{KQmQ^)rc%q z);-8n-1Z^R8mlKdPrD3(T+eaq9{(Q{PW!aOJ{efS@F(E6Aj$4@rg5xfJFgv+ zUF;G+P3ESnHYLN9)xhDQhINe^Wx1lTP=Uk9a8>RRuJIa*GtXB$!;T>HJuw|RcS-Hw zkt*3qr;7~GpmGD$U9l${^I;6Q1&Ml#bMSVmG{Esn5{W5%1=zOMtnQy8@aWD|+% ze8z7J)v}J%=9u{Yb--R-TTaHIhsY4+hFiq5OU<~QEaSXS?k^MpI-x>iJuU%_gZ6ua zQAS%XaBdbC#em7GtKR!{6d>*$+3WGHvL^FP<7kcSSzY*Hrrgx-K!c*Q=bvWTT{8Ex z%vzf|sH01&*7^OpFwE(ZvD|~zWm2eSk-A}|veB>&(bXR~@<21-_~#h%#td9CV%!uw z6oGi|c#OyEknc&YLma930yV32b2!O}dr|G8v;*fI6V|nRMuwBwE0IKJu>p;n@J%XJwJ{@C5O-$9L{$x%)J1a1RviIznKbVT^0z>mWQ^_g^raoL~iY z9J)W(qSgYw)k*9W7`^2D<%^es$zl#aFriPC1i;mcA;4u@ym35R_ zSK4L|tc4@n=Pv)R7vm}ZwCWzfVI;Oy|4`-G-sYXMm&D$0uMJ+1J&r9qanM2Ym}`;^ zXL~xnebvLP^<$HP#u|xk*~t9RP9OP7=g9wqi@2}A?5C^i55W#X9rO~!%jLuF_@((S zYft-H{uly0iFw6O{x@}bEyR6*aM;?H{Z9At4DD@h4u61#dg@Yq>80@0z!+r^iCshE zKHyizD$dJSDEtft{T7~JOfd?cR~R+bgtu)&saCHNTxI93#Vp5@!>=0$87}=7C7Hb_ zai-NRzCSec;ydHlhr~}A_QHPT+Px-vy7Kh(>(4j6h`xvBe)^gE5fb*|F`uy{@za~% zY;J{xFDAS${&KR%%quHv-D3fD?Ah$xbW1WWH_v9SBdx|dkY0Ou>GI82m#!Gz`pK&r zb$|OIk)-ZkGx<^VpFb0kQ0+DG;0Mb5U!t{LnKT5~GTugj!eo#J*i)zpgFTsWme5#3 zLMla6^m>8+`yURtKScEDRSyw`)q=yA%c9LfKL;to=hl)7+^5j|+w-!i3~Ub5*fkD< zTP7=-6UtKGatxP%_HVaUPM)*xjhq14v`yn3!`gW(3gX_7sBu}j)Wkt+kTn=@Luz(E zJ6n%1_E_5GlF;H7Z?ZU)!95kJWx8~-kpxd~+&p;X4OV52MvnEB6PCzD{r9G@)~e9}D_2)-Ql zYK=HrMX{VM9{6&9Zrn7%6Qx-=16RdaYy2J2|9t0vKU=THH3jO;y#4j6L9-uLAWhml z5f8E%kl_d(ApZ$uKZOFQPL3%sz8n5NT{faUVV!cZ*GgBN7Ajmdmvp8IDu*+6YAjHr z8VhX25KGCpr-;Nx)`3?ywq`yBMsmZzpXUNKfzbhDiEW@g>lBd3;=-VSMn!^gl1nig zD4j^l2Nk6akvjmgxZM5)$0iuar*o-1$8ID#ePtvL+yQ1Jivdj8q7HU070-8nM@-WVvXL2`q2J>}i~R zYq?INm$pzfxNQZNqcr^DnQ~C#SxXOhb$%cc_lJAJVnJsa&=q{n-|@p_HNfdR!-#Tk=OP z+NR=6UBZad?CzBT#n^3Tr)hOAuOdN>rJ$9_Zjk~U$i4e^zlF;B4Kt@8V8P+^p!WQ6 zmANLKX8WKNCctj$TDdJ%{l0<^TO#TjnsM6^x)2mH>WsPkXJkAfsj@7i*MijqNMY@j zs%!;f_vC9+V3>^uHAkOoMHOYf~_&Va6 znsiU}ha1|^#brK#;YO}r997^Ba42xF%dC^tTOCtseQds!F;>*3xZ39~*)HTN*H<)k z0nWBZeDAmhkCY4st$$9Y_VJ#`j3U*0os@kg5#^_jix5BK_YXSdJhJoDvb0x5fUh{b zD%**t{u;?K*LUy@j})NH66>r20_3;)$FqlFG6$XcPWPldM-;l0ho&QEQqk{el=HPD zl0C6&e&{MTnOK8%p`CInubgwKQmQrJjkx{-dAk4WBW`PsoPoE~jo}|H>zPBXQve0` zo%^tc$NKyE!Z+V~QV!tAHFj_a^v&A6ka#xhlb=}8f6=shP3u8TR zPi_|_T*6V-KfOiah}%k0#k>xrgiJDP@HG%GChhv@4@Ru)Eih>H^HPO0tnf4}+4+yz z6U8Jf7@w}31LT7HVSXG^HR;Ze70+LU$Dj~hv4pcESeMUvpt4=FuZs@Jmj#1DV!%qd zuBD|Ml&_fPV)rKC$*#kwNJK!22Pa@^e#JUV#&kEEMl$`CLOL&n#{du3eyLQuMZDjiaIeQ!BWE&H5irG)hOiD>^D#89qT@n zoi%50bb48wY<%>%H893x-+ru6cB;7iLmAc-Qm#CoJ8lw5Zge&INz)!MC*vkZwc&Y|`@Bkf@hP9I0tJT|04XA*m`kuke2 zht2<7j#E@I;dU;wK~EZ?l*Vd7xV<|3s?)MS3q*7yq&P{wp`@N{&mgu}%KUoD%i!e( zb?dNqe;AQzNz1L$EJa_Ckn2q~^ST!9!asY?O<&|Y)}9tsDaI+eNENMsbm6v2|0ma& zUnp?tttsK#GZk%H1u1u&0rP5SeB|5*^xXBKAW?vvFT}18IQC=nstd|hFsO|O{lCz6T_#Ue0l6^?@ND@TK03$Q^EEFCA5K4-|zoi zKX4PrrDyF~BM)1|Rz1XZ7u$Yldp8!tpS&);`Rn>E)+WizW}vq~1v>NyqJo^AfbU#2 zuC`zvGueacoLzttu;}3=SZ1@(HU7f}9HE{~!*>BaSH6oTvVQH5TO0iRy{=)fF^7!Z zfUcNz^Ars-Uw1?Q)pD}u^cUd1oX(e3LdLfw1B28%f4p0JjUQn67Qcm<)ghaul#zLf zFhE;-#d*EhS8nU&FG$+fhDl^18F!hDJ?Qi>Gz1i`9_-D`(XLHS}9wn|8WL(pz*Fir)6oMxL(B7PFLGsZ(ReNJ}FcyCWc?^`o?cV zO$m$6^5-|wH$gWV+y7HLNor5o!=LOk*A4Q3mXAy-*;?Paa7)53cbEF4`~l8mW-Xf! zI^a@X8Sl6<%#W@F$3Hg?z&;tGEHg!OR9OqW98~Uce?xx`@6=ITkyakpk>U?5rW-h4 zL=K?gj9pXuQ21$t|8rEE>J6p^OABhp3i+&&tS$L9*?^vXHABH-wsvh7Z6@jLn(B!C z9RBl2c`czA1}k~W`_T<0YA7L#3zMiKSf)F<$hS7XWMPbeo zjHzQ8S}2e17t8%}A+L9pOa;8ZYNSgyQj?^c#U5X0Wb%4W=*rCp$XzvO3g^;HNbUCI z(d?S1&qcO4f6YAi5;`%{+6dz4-aXpVi9ChxmcmfbGFzo@9$NjAj~+QWlk&O?jc3@sfRUnXprE zGOU*2rM28o3(@R}vkpVb&^zl;bHfbIU)WT{&*JyUbpAB1`yRhsz~v?NBb^{rp@iNh z`9%Nk5}5l6<6XoZOE0_{U{8u6Sbu~9Q+VaZdyM02reK(S7zj~xeObQ$Q)?5L%Tr%G ztO683>;f^m|Dsonu*>NtKPc^}$b^@A8omb0<425Nmq@+-W@|cQ>bh8;XyW~{bs}Hu z)F*T!8rDJ=D4@k>h;@I|7WnlwnWGTF0lO6`x-Bl@-(_}fR{=wv>x z1558mbBlA@-w8OH>hTmz#`3Lye^hqrO7HbZoCd>m_zZZQlxYC3ad!din!MNgM*fs^ zm(FwfK%ScQV|fqw^B?nT@}B$Qy9k~M>04*La$mCTQ({uhOrXsP#K~m-mfouP>WVRu zjCo);qk80G#6FeMHv9?!wW&8J!Wv)a@Y?H0Zk0LHGdLCl8kQWrXz|Fvc8PD(iZ3i2 zo658s?xT;?Wul7%C26)EWz3Yp1Z;=!iMCi6`}AvCGz2^)A?$z>EHYERIFK4m#J>z} zzfi=oDpGU8ooas$;s-nqmG$8iyl(BNNk-MJ#zRNp6|MR z^~D~<@jUFMPImvf;y|o~0^-c~oL^a|fw#I(6Wp@oY*ZV?GjPjfjvXsy^G2Aqceq1Okv1FDgA;pAQNdve|f5BT*)^~I}ar3h{@Mtr_CpA<} zX+i0M>4yHr0oDAjQ99qj?d~O!sV4E$f~VX z_VYRXgVKY+2H21OpOb$0(6shm#-x~+VJEhKQadQ3c6e{d zKDKmeYPC6F>p{x(C3lZok<{tEf-ym~Lawj83Z`C^g-1vZ9TH9KsMjP`tW!vx6rVNV zLpmdFkRH)EPxd)n9^Kx^zHT6}EQ6%iH=0{^X2c9OXF~7=xM;@$O=$Yke61xb7QSuq zrq;Y$&o>tCCA-M()VXi5>7MmgQGGf)uG@Xqa6B0kU@4Kcklfr_Mth}}ZCWL7q-d)^ z%3ZlN%~h)GEakx5O&-)Pn?3r=d080gCCXvlB&g_vp)U3%tD>=xH(0H7PQ&duEjmCC z-Hhs5cp0dt-}@kT3-)X&_;lMvak6*YAndXDcz_hjpbRhZ_oF3#rG~*tzJgyWAlu$H z?YSvsu5GGdI%wtocEh%6g!yq&O8?J(8sYNgNPmX{wKKwz*WW@owx5O%?r%h%`m%_@ zUyqp!X$Xi)r3X<-nVlM!tC14C<8Y}d>5Y7Fny ze9C^N8)*w?wA%bPf^tZ#+gg9Pztz#Z)gfsp7Z|GexcIGT_4t)c&kkAGM}IPJP%FuJ zeaUya-^-p$>>*SMs7|i-$KYEnaX(yw(^{Y(SL?t{Mi^+MO^NGfxdgPzP=liQtc#(= zeflMl$(8Ka-=9panGfx69G+6jZ(Yl1KB;-vCmF~!oV0&rfPzM5&X361@HdF2a!zdX zPd`4AhY(m4Nq*D8732f>K~9pH3psJ2gLV+A0AnL6vr8|*raOLD*`UJe4vrVdP4>0^Tql{JPYfwA6ISdH zdN!R}=1Xy*Je7UdJWN_6b`f0mnxsgzs5r>hFiw{S<5!*E&*8N0Cu->r2c`DE8PDf0q&FsB`gUp#ZA*#xd!HyZn7YUU$WmnY<1(o+bJ`i z9R6qSB?WV3X@1%W8Nt0K))Em_FO#Ia7nvc1KF#4f&aBgNnwBHCgY({|(n!Sx+>b(+ z)wJM&6{J=}JEK<50MW;uW9LPbw3%1NwJ(s%GLnUD-A*OBB}rV@i6(C@Y&5wuedTXg zmEdP>sBfQ{9CKtl!Z>|^*Qq9G=8&xV?jb^4yHHZ-Dq=ryc7z;-`^?YOHfy+W!MU-@ zNUu%K2m~#D+vQQa@?NfJ&c3_Dz$piL#^P8uwY8+$6Jq$re$+F}=BP?xEKQA;OP(-t zbWu*?lNmXe#!+9%>yl8f>?Y$LV}!j%3Fl#z$8o~@i0GR6*!wOHgSmT5`%kKC9_w*9 zZxxpxG)L(aEcR4Lnj+rCG4W(BLn4i1xRoA6Xqnudicu4ASyxlqD7VYeIz(q;v&$mc z4O(Ib)bnxYBh{dz*34aOPRB4eZFMM`rE)RMv$l+pMo$DnU;miBx!y?X1Vkjjk>gc~ z5dXhp645K$LLto){trx6F^lCVJSV#kw%y6c{R0)%f0ss|r%=V_H1W)RA;HeZvEE-? zSRa~s)bY}#ciTGST}lDeF`*OG6k#;M)%{Y;7+pVgTeiRHPDQ0_J(H${$=UUu?l&J? z{5M@I%?T;_t{+Ag=HM^{x;d-z2l?1_$9PMGEdWic;{my)#GtVZRtm7P6W=@>K#Utd z-8onEa^SBUbcjQa+VKF3a2vezm*?r%#%1o623>sMK|Dz~<#Bs$T61F~`U7G6yT6$) zN>WM7D%Z<8gLgEjsJVbUYwFWb3l}YJNNfe<3&j)LU}n|T=_1AwJ$Np&N48YZ*4?ja zEL6g#p_S9A(_kZ(k+&?Jl1yQ*we}&wa3UEF>5LyMt5V5=e9RC47S{h--loS`c#GE0Rdzi&jC(FpOJ!}j`OIDs`2;G;! zB`db*fNPRcz{%=8f7lCW3QxfwGnCoy`dA7$O~%X--9|@S>h!`&Y`0FX;+H4q8>*=% zMFVTZO;v?5dZs}s$*v@5x-Kizb9wwUl9B)1$3`R6_d?CaL;)pKbo)TRDb#~EOG&r% zya>!ZD{wn6t?pE;e@F&%vA!LCW3;6C6~)OU99j$XYSRa!o0q*K3s)W7>B9yGB`qp> z?)+*FwlS_H>n_%CEU07>WEukmb3u>Cfx8@Hqdhz)KU-mHLhb(d5YeZ#r#ozQ&lgmM zH9f^}!;Ak75^O#CG_UJcap?F<@j;wXoT)plMDT;ih!Nmc^>9K`_Oi*NHxjfPs!cT? z0_5B8xyEvglE-0qPcTPd1enZpXT72w?2P&N%1PGN=6CR2jr0f|$Wo7uUptFYrui}P zxYJf{81jCSp6kat!1|d4i~~HR#;goS*COdn;7sM_+;mT3F%dfhIJ25gn%kfT+Qb3% zUT+W~3w@v0RWvM>`BF9>|Nb%9{6t5j9eG?T7MZjqM*rjTJpvB=qVgwS>D)HioxxD}&O>mQ zuUa{bKK=`x_?4)g5o}q~r2d6T9&BL&s>-{yUqEP8rWAkwCb@=1QIv-_O>~Yy5uEK; zj#K?0#~CPAKIF{*>>pb@R%|UQbPq1bPpOS`gNd}{PMzz&*)z>o%v_B*2J@wsBNS*I zVS2seyuaUUymj^b6KI>YP+8Yr5hhQL{QqRPar<`@$s+nDSG@ra`x2i^Q1n>|b<@x5 zL10lwQ+2=CA^^fSyT;#Jg2^l0Y_*g-ZW=}?9~h&U`Z^&V;58fsZ>4;?$S7XQd)Jc@ zZ?4AAs<5_1>~Hv;Hro{~h@g5)dl}fTUyIFIg!pF86D)!G2};DVw1UYdudv~^=cAVn zP>}kDfmzfFKxbJm%4#QnS#|@N$=hz`iRKn^Pd@X&(>!9mrQElZH7td{uejt~MjEtx zd|II`{5nVZJoSIE_ugSmb=&svYefOUf`HN#r36rV3r$6oCcQ`vML>EFou~*%5kz{I z-U-rs1O%k_4k93-hTb9YTibK)z3+RTbMHBRe}2#Tj|UR6v-g^7%{k_nWANsX?$m3} zJfTr~>Xvzj26v%hBfTI%SJIT4Ru=SQXjdO2a&tN~V>8Wt70&6ViBYlPC3b~$x>%SPdOD*2~k-8MLD1un{ZI?|+`Lj5oC+R~vAp83VhP zi3eX7Yht7^d&%zKzGmrel#4l3m>pGP-OZ+5X6@ zvqJm;Y}!aqWwcipF$SoB9TlY~@B{T81lD?Ye07adN{ixM%iE?6sN3TfLf_{_DmvdW z>Mh&K;F5JU5tbtPFiRu8rFm!-Q(_-471FC0_$aS~XbjlBN$)#~9~)E*=O3xvN0vDH z*i7X8T3wpU*~KCzxECfPGEv8yBKO_T>sT!TEZTFyChesdu5{QS0CYRoz|cSw>Qsirje9GQ$G{4}**3nH zq=X>(3DczAry@s$aK*}$7G5s?u=JOE6J26kO1-I)51GoXX}>KlTM z0_R`x^{NbyUhkX3tv>lxT>VURHdtLI;>mC5H2;8ab&GSy0?2}uJCbvr$Sky<-M0f3 zZ63Y%C@op7+3mS|`WH0^wic+!?~Ks}Rf_4YdsdQuQ-JOtJq8FBGADST?_znyU_6g9 zVKn^fSVN|dP()5D6IVNs|^EI+qb*vcvX;;TMKnK4n_{!!ub%Y&Aw3^0nfBpcO7kD z+}}&3#dUVG2bYF-)ER0$X@iy8ihgZc&;uTGYp*VW9xPvui7;9KIzVB&?!e7$x#+ue zl~JQVjFLx4`ZKezh`hP_J$$1(u?CqM|FAdVLaTD_%UblDMP8K-=yJ+QAE$r4T{~sl zO$b7IYE#2g=MLWlep*!J9g8M=!NhpmPj&yqk4P9vdKiNLCwoLdQ#!r(Gi7RbfQc1O zXF}(P##fL7uRCO=MX=cPjI(IVSgd5%3VmJ=SLES4S4w|wFPRtTZe;-Vtd^}|&XBsV zH)=GR^F)2u$}6H1WZ#qDGY@hm7&osbd{NkXy#V^$5&J~p#G6xLcpW2c7!|?FU+chw z3!sw@jB>8^g2fx}k;gWB6Gl2q;g!a7C(R3VF!^nINSsQC9RX4&aOiIbGNcwH`xw}= zsgMM@R};yoEk0`q`BHP|Cbn!1?KOqMVE$=+*(e;z zaPhigiEcWy>e(r&(EYyf&gL3yIZ`n~UCfxBq63Y4 z^b(V!o3mvCvvsOWP>sfj#tIKwzQyi zWI?e?4I)i9qZpKp+ndf|nn5-F-<4a@R2%B0HNHmAK}#3<{tZ0X4q>$WL0yM}FdCxC z)C#12`81bOm`v)kWdVa#jp>aPxV6LweQ*cLEgm1!w3Qvm(viFUoj*XoOjCUD=OFTZ zB`EfaCXP$&%W=BKT{GCv((a4$vI}OdunY&528FHVB+|D58<#7Wn2N&VH||OdDm;{K zmWVCXj20f_%+_>L)`;By_F1+Z%b0dlc^d`OE+)U8kI2DCz3r-mAojjq1&8pBa1WKc zMg`CqRb8}bb^qouTTy$j9@^DFdRWtmTlZ4XRnPt_iQD1_&s_n(!8)2ySx@;pctSv+ z0TCfqWRAS2wbF4!YK(T|fjuL~*MRE0mXrkTNfMv&$dHq zLfz5)2)h=B<7^5>fOD=E9lG8&3|KGhkE|>$$dx!>l_7xzQ2D)0^%v!9^+Z&|F;tuw zKpMiCZ1DcN;YQ_T6^awY!9TjEdm+`_^PbRMw+9c{4j2{t$a^7Ic)SrZ{a~JT1(*eJ zoos>zfeiqmWB7A|FN8~~mZ@~r)0{_FZ%Ff-^)nM?_m%|hl};eF%0Pibkv;=t^6Z8X zC=aB(e}evK2_>uI@z(U$pvNs`n0~u1`jy+_#9deJJaL}2T8eB`CTi86%!}uOEE*o2 zZYq(*7@bNj_U-o^nqKZ#WhYGyvrgvJoY5UVc954oVv2Y8C}>^|scPRJ7g2s1CL@?G zsZ^1=WkNm#x)nbGiA^9eZnH~la+m#J^aM=1Zy+JZG;3eLoy`lS|Bz}XvibV)kxVq^ zt^FG)wwI*c zLY^7@OCO9Z4rM^6D4vTpdXfd?rp~$-=QPwJ>vwefnbxWeQm4_5TZx=A;)@^-S6t}% zfHhGE{{-OeMqzaJwCIqFdr~-uc(M1%-3=xYr91joYCvwCduL14TzU$cWHIfMZH+@- z#OE8KqVz9Ij#H%2LX1Z)Gpwh|wikk}6x=LJcGNaEXH z8)`{WW`ZiiXp)@y>!e)J1s>7N3!?^8Zue1IUHBvevmSd4_QWx_i=`eut@R>A;{39! znG1eS>|}w5fIlSJr2Gj*eiaPO7yN5+lsQ*zXMa}l$ZmSW-6d@QfU6`nchBeQ&im0* zkXCKifzf(DVi+?&Y?zny_TwliOJKh(Lm(aZU!t_z^YpU7uxFFUjRsJ`PtzT3or@7E zUeceS9S%3G=%MJi>LKxxs8LC&jrCINd*pq_1|4e_b6rV2y{qu$+N4>ph6 zQO*;tOL=(3K5X+!GM!&{j-o-rUrtFk{OxQ`V-3J!$5mPogk1$}0gExchC7;Z zeUaH$X^3um;#j;@+)O_mBu7#vO~>!5Od)92rKTiXpSbRGJ;$pjCdaGZTWyU!cDNe_ z+hq~zsQ0_KOZd{K-JH0KfY$j-@TEb1zqI!-gItQ>j_+gTlPqij9SvJxzpF8B zJilXlVPGf!2-L&;TP8-MRpIK(f6JzP94j*OVIsy|o6>U$>K5@5RXO2;^=ke>N;kvi zy^;z)ip2~EN!?$<#7->Sp~Jnf*jD$j9i}rEVI7~fhqwVFim~5VFD?3nwadbu(p7p3 z$t`$VxNqDE*@z8$UY{b}5FC+eL!IB^v6ypkax|O2^!i@}{tUJk;Oi#S^rM)z- z4P;%7K(daht-s4l2<-^2=s4j!95(-3VqgBYDp5n@UFf0(fbMso{ggYGAW6eCgjvMc zy0x%yh~RL_HCJSJDPhr9^e9ipv><;EkoeUyT)YQ~?#UBYNv8ghXF_UkvSelU6o{uF zLn6;t4cl3-jeCjl&}L$IIjwfI2)l1m0(mP7xyS74_r<$KU5gSM_Bh}x0C{z<7XO}TbCZb-D zdHlKCpeU$x`J5l<5w|DSrVgBr0*XDVjK6qNImN}5OcIaMRGU-hWvogB?_DjGfzu>z zB%ln?u z@CW|(MiR}Az`kYYdj;7Q$1Ufo)SzQFK1*>$sOSUGaid3BhCTD53`*}P6^0QeWhkpq+=u7C0leOpf$)oWrQR}`x+k*Tln11BSiGui4`21j_L9eB62;wf5 zSwX?+p6T0tP_K0(#9~eMf4(!1XJj}hvps-|V40Dw z>U*;H=f_960!W|K>Abgun{J(djXQgNCL?mZKJ9z&8(Vx4pGjcKFe(Z7PKJ`&FWlkd zYg56{2wgrGNsSiCMq8n+8vES^%GxO*OylbXqb+mwrY!YncEwg8iuo7t}Z)nFZ&}s z*{7zWG5xN1;Pl}Bt;rN;zy)}rl^`SUX1$dCvwo(_M_DR8B9U@?(>-f)=?`%I7c(}f zTRjVOPjCA~fR4u}#LegAYt-M)#$wNAvUiLWSElIXY^y&}1Bet?=lSwz1AiD-72un& zag&zl14L9>x?WjcWY(!req($#q1Y`J$txe?iTzkF?)f8H+RFJLrIxtMj%ny0zFaGW z9uudD+NZFWhrB-fgX@FTbt-4IB>tl#C4>(mn$(v%V{l0Y<;c;ox{^H8NFu!U1^#BG zg2Shf+Lc6&jv>kpUB;p80yxe5+Y=NwwHNPQa~^CfniNl|b+Epe2yhuuTXxJ*q1)b+ zZxw%1YCByKvCqMU`C+rOfN!mUX#H4E^Os}okJnRAU#0l_BBBqegF(Uyn*%~FQEq^K z6neDthN-+?OL`6XSYv#jcr5H*rA^qE$s5Wl&JOAW(;j}o2VlIz0pNvk5Lx{w#5!wX z!4X<1CDg9*TIh^KaJ6T_)uty;j)8uM=iEn4#Gh`De8)CGAH#mCHs9MV`T~}s_x~(K zj(xBH1{Z$a#1BvYXsqM0+5_C^zf^~R=~n+0l=!ckzjgOiXD+VA;7-qf{pO#)?w|ek zH4h+)q}w)7{Pw3l_{4NEa40m3vFGx<{b@0vDK+se|_ebMP|t#06p<>AjOQHDY5QYc{aKv-l0s!zzQr*m=)q$d;Q zGj^w4ZZos}1#JA+&qw}`#)mBRA1+6krbmzK`_f=%L_zqD10p%!-G%ubNwI_ZJ5CE} zk)^U&(2t+mVj2OZy&|=RR6y)+K2NPsMS|bG8DLQ~y!*r7t0A+Xh2?jj%!LOawzAG7 zd;!u6SjOlVSDgSnUIApG>NO9 zDW}q-jc-Emew8ns=Wx6WHhKjR@`>UrA;7l-@LRvHfNb6lxeAp1Ba{V_;=l&50%(KZ zazXa(!4Jsj<-qT!D}%jiJz5`B3r@hlv$hI6F?U+1zg-4;&4)aY?Cc8o3@1S63IZT> z<2ZCi0ZyKvQ{6d=a=Y-)C&$GfNxw?`wkxZ1%SGJV0O{j3VfRlLOZ1m zA|s%RuqBNGG$vK!nyp@$s(9pR%OQ6gSi7UFH2DA^UIDiR3Eq=3VP~FK5&;0sJqx!%h)>+FTK<@}3`QoLz$jyJEHLSrptf(H3cu(CM9g;~+CBIOO;vqXuYk@% zKEFI@cQ4PU~%_55KN`y(a%w%$z&2BT)hxqH{|@%B#?3#9F~IMagVw?eC^P zh5Q3e=U;xGEkf`(+|p9vVRAI;N5Dm_auUDdv;tBMb@Ch}p|*h^L*e9@Wm!CbFpbb4 z9;iv136!coJy-$b)mCw~O|}5L_2n)Dmd!qWiI0V-Xu%BNcXzOW%fYaJN9-6LZE;-h z5O{;TX|87(%8MXPiG7-jB}>UcTu**C=(Y%7ca?ou3MUKgEWJi4;_Bel`-$EiNbF2N z=)sIGpufeDt=)|T=qvckGMMrt-vy>Tt@Fl!jEusiqr7I>WtTw0G5(1s(+wgUVIMyg zxbvIa#aUOsKZHnjluR9Ok`%R64G>z;GnC23FX~EsjA&xbU&@gUk z?;suxM{AK0wEbjnZ`NCR_K<7K>&Bm(i2ufiJ>b6vHuzW>lMB6S#SOZmHz21&V@F^U zXpA-XvGD~8oNyxqBT8RW6gc3nF&Y1PROw%?H1Gluu%*`}u-ChCD?CwLfkrBz;i6#Y z{!GPf#!pf&4V#0uotBw@GIpLXxgUyoc&6^uZ|hc5Pq;mFNI~}tv`)t+4?w`czd*eOp)Vvvzk9zfGc$tDFDHeC)@5kF zo`Cv4I+6>kfNJU(Dlh8dMGD)D2OF8y)_l*UovC0_(Y-Gx5QscM$eMfk`%OJhY_v)B z#Mx`IKcLZs<>Mz*mOpEOx{fjCw|BZ%56n-`l+N>Mvn%jtfrF^Cm>X4sA&wx?LZ#uwaZKn^CQnLaN z|9H1oh8-87X$G^V1v?28G;@qGFO%Evo&W7y_EPQ@4M8mEz&JrqTWKG1xf};s$Xrw4 zjhUt(nkBrXK8MQ9uvp;wQ*7$|l*Tbk2v|=|fa7fTe84V1=C_3?HMNx}`xApWzJs)* zP~bd~Nx>ochekv7qAo<6Pvma1_3vJmxP)FDNL+T5^Uz7sr`C7Qy&f@+?EvP6?w-3} zK;hF1AXH1swn!w^5m+&cR^?OYp?gwtFCmF|5730y0G9r177Fy6iSw%WK^p)G=Yo^b zFw}tAXkWFz(v<#<_3V5)F%d>|`GU%=Pc)~thc4~|{`7ahmp(i}$?+tPsrDi6Q$z?# zJ)NJZS9jQcZ<~ItF9jZfuhHjF)8D;Kmnrkl`j>G~<@0>w|INq;-}zG)7_A(hJ14vI zdl&rccHIW&p!m(-zK>v6^N<6(nkc(oAv9t67vjdh-g7U2E2ixILj3#h1hoUmJX}tN ziv0G6zIq@DuK2_G-`>9g){_Vw5nV)4%MX9^n}W^r5x8O>9*)0~TmJPu0`EMC11Fz{ z?w1#&zj>sAqVV$72eurkuYdP21n=yggXUp3PcypxTNnA4MfdsxxZ>NF+W$YiQ-64VU-{3^(+00EHp20dpptt!!5I0^U-N(d z_7{GC`rkZ{{!~rqQGz~$4drz{4ex*Re*Nj|d=ikP`L{9!C_Vj@aiJZ^p#W?mXcGm= z#JjQJ?v_?vr1seAsnxw#_>F!dUP0-Xa1QQ=oa~o%t$1ESZz2u)-Ax^Yg?X)uuXE}&eb0{BrcGk!Iq!3j4RlsOt z9I_@`0kGyuI{iXxu`FjJ8HD~X#T0M1*~<}kbInN0I!`Pk%XefZv>EkBeGCtYHWSTO zB3z&Cr$zi&+sfGfz&rT7!Q}XZIEgJ9bL`6XZi*+U@xh|geaD|@t%I&8I~-pb1kGsy zlI8@kt6c_Y41J<--e>bX8q;U5Y>Rm5R+_HN?;PhMzBlw*%`6)EF98Ij19(az?5%6I zBiv@*^DDiXFHe*!!65Sz(`qwhw};kGAF$N}<^1kvkU|Nre7> zkUdjzhnST6?C7&kAE$qu;3rQiLhd{@HU*4H(g|qrHNkyDY8NyBDj~<_sz`oGaV@U_ zz2wM;U=rlL6W@@weFdaG^eQq~^x&KPSumEN;RGaHDgiE6S=Rwt8LNXp)6m+f`yoNa zm{nEYRIO*=P2N_gqZkDXFp_s>Wl4VrkcBE@ZJTaPMAmLGpoh63ksu(SHpKcR9{le! zM=B+IKq79%%NcZ1bIuR&9!CP$>X)F86k~L%$#nu%3UbYtx4X8)PWDOty>yhTT*YoH zKjRHorV6Rvn+|w(od9&>hgp-CmLzqso~*l-+1D5@>Bpi=CcFC+=|0ar`nmVjR(1RUC$3}&H-czYXv0y41#G2 zaK3YKl(I(6;ZYn_1D2R=8N2}PrLrCMr&$HFz=3?*{wKhw`b0Lq-C3c)?0E|=WaosT%Es+vPCOZ8 zqrO-4=LvkPX1Xiv-j091f@7|+TJ8!;kWt@k06TS83E7^;amwo93_{b098LOj5y#YB#}Zj`7&N= zNgfx5EW^m<{%tj>mk0y31?b5_9PM~yVOXt{(AL9jY@XIpS(UDnjA&bGO3+*o*ZPn1 zryZ|mrV3=fb_PuuOUYnl3+Pn}jswE(5-%FCdQp%}Cx3Ylsj10Q+OQry19vEpM6!6` zj+Cd_f#zT$o*P_*4A(mVIZ_|l_6$(dqcO&<{&p#T;)*fA#EY{G(Eg0sGuZTS0vXPz ztrWTn4dduW$g%~Qv!UwpSs1iRZX8QIpM7u<>~!-)r$;pu0!$f!VBq4bM!u@%65&$^ z6C1fUBbc-Eh*9OzEq2_LbY?@q7a-F3^rSt!tAy-=nIRb?%jWmtI@l{o>sJ zKJ8J=-;aicv&EjuLg;MAlAbSiiyz=Nn=RegY{rkT%I9|62n@vII}J423SmvR2BuV)vu!FlYA@bS;YsA z0p)`=5d}Mfz}_>@Wr3`e70~*^}2lZmYDqW;|rS;yHn zXf8x0V8c!TUwdVYIG4Yds`M!gK$6O?foDQ#3<-g4iKRWurMZ>5#v~zzTZ86}%31Tv z=^YZH#Q=s|PxD8|Ya|ETM_}a*Z?-_6`F zo%B+_PWacNj9&!Qw97#tO>UI6bG5yY_EL%{KiX)U0Il3rXkzLl;qj`mLuwgvcZpmB zsK6KTLPLMOiKhqdncktf{OU{hl^-G&<~z`ch#P36AGtZzcnvj&y7K3D*mweI@k5<% zP2X;eQ%OV8_a2$l4{A?#7_SJTk(%n6_ez=wUWcc7odmnGFxB|aD2O5%Vc6U$U#4UJ9%g<4BH18et z3lH?7u7UfuL}&wu{ycF7pF+2RMXA`nr*5kkXsIXlwKz5?f@8jjZOlOFN%6%VpzEgU ztZ8uLWMa{0yJ-4jmSL>}SjhXqyv6ou$b(`*b=$z{>ADC}rXEMaW=h60W@x7Hph+@TsK{>MRvE zetrRt?H!}s!d?;^0zDm9yblttI_ z>C+N^b98IvXmxFAN5JCi+G+sy|C1sXJx3ut9$|KQZn z*<;hd_!IdPB|7^9ii5~H>}`F^rN<}9q)}VEnb<;L>#IuXVLT{@)Z7Z0pABycQBYcP zltx*u%ZcH)YEK5VjRD<74iRZ?mA9|K?H9fKR=*u6(0Ybwcq9c?1BSg*9MWm1x@^Gr zd6qVr)5zSN3e_7i)HYvEU6S@PM$f&2I^&+kLo73ir=@Ptv28@{S0AZNnc9*d^SCBe zhgE^l!#3N%q#j$$L@+K=37e=t9?!g+6u0W*@}Acz8=tmyO*LV%@%Faht&-ZWU^1w% zwF*6IWq8m9^n*5z@~hJ$#IN7yoH4EyZavBessdqNX*sR#E%g`Bkg_47?;~W})VKCX zz=)bEdxsVaYl>6qQYwFWZ)OZg41JQS`uS1j$W{5fzL`*~uQJw2`j~Az>ewDvGPJYQ zJgWU^r0UIVB;vbihfebDnNhz~|9MGCzrl@q#{!VA@lls#^5rWhEq)xHBQbyKkAj9H zKPFwe1^Rng%Vh}-*(}#cW~(!#QG;17!F7OkV1Q2x1f9&KB(~jt7aeI2sVP$<+P=hS zx~irKw_LGpnCfH$(%)pjCH1pk^lD7vTDB)*HLf2cUAz9?`fVAvy#>mW*6;{u60&^{ z%bCRkPKiy297nNDNiAbf6@^DwCCEL-@|1=s@9V$H!m%T3dBT=V^gXLOw1?cKs^B^3 z!nM(mE*89dtNnv;;jjHmQ^{hAvlZe-ibkT()7aLDPTlF|YkVkSv(dt2;{R01*nF3Q zbm~o`-nFx5x)*PnCGiWHRfMA^`qUjtiIP2muGHbP@I7dJ5&aV8l*CMo_f94-wR}e7 z&j?rgK_o$F4X>0D;()Xx&m2XKK@WrO+NV?U{&q3T-t-b&j?NGR<|PhMXlBPEQLX?f z>XpqW2OQ)jr9F;`WCy*umDEtVjb_a;5t!S3Fa%lqokuyJr!2ml)^l%4H>-16>3|#z z+$=L|6qV(W!~3($H%4S_75rV*=)Sg-5rEA_2i=|8cn8M6P;MQnrVSAaWk>qQmspOK z1O}1^z@a>@u;R+xqc{!!KKR)7< z(wq$y{PnW6VZ9Qad&FiYsxWe_gmhvD@|&se^ru?*C`eIn_Ga?rtYmr80{Q6`An(}D z)Yn+*d+OBV=c)bX=g{m+D!$tVl=q`F`^`wNir7d=X>zIHt**$^w0uHVfzgt~V$;tR znIvC#hO&gi-z7VgE)sauyDih zli=X-=!N*tGRc_qL35WN9QvLC&1XA6Q{xL9h)H231#;4>aY&IandR!{BXhYm;2O~7 zd60umia9jbEdt?C2}o5%pk7d!O0Ed$@V%~2gMPVuJqfndb#=4R95=+|1-Vcqc4g;elqAHgdN@%?GzeXuCg1 z`^~M~EB<^8nb`sYVVep4$GOUzw1)BU{I3TxG;~VXA#v3e3H;+|m-trt(%RGw6>W(H zHX*vedrpl^e(UPZZo_ixxm>|yk;D7>M?BXo&l@D~3b{xvpszp4#bo2y6IY@p4=z8S zK|iMZLc&Pru@yqcJs@Wi@2H0UV{q}z1V{Dr`&fP;Y}gs;V~20w7<~_93uR)4q-_;e z-|&{Tc44xy7-_M@1L_Yk*kM-@?JXvyL?IQDtj)T9uCH`w{V(vCxm~Zw)XSi-POlRi zc@cWu=Wd55j&Eog-QC9&kz^1QHj~Pc5!CY&blrIkH&jizDnRPiFr}X?MCvPk4;XNwfKFLtv~)_8zhzNl z1mx=^I+ERIpnSLY3%}rYzj8;Ej$y^iNFhJut_#rh#Rt5ok@W=X$Tc-&sr54@HAZXl zM(IaVjPVXiXdY$^L?A2c`zmBX;5fid=iGvVZReW74J)3j@tCSirt+oG&|D9CjO++{ zp&mQPxq8qi7lI@6uw^@Euq38xl6v=Lb9gfNon;OS+qrxY%&VR^#JPS+0s}-Q z4vp~v$h7{>+-w3RGM=xgGX& zV)n+3qW~ByuiHYFU=LtESPb4T(KR{cZVcWVD~5ZV!>O_PBCQ!q5EHO;E*0yPl-lVQ zW(_2rC{vw_$8eB7j7M6Yi>2=3^heUN`7&%1@b~pw%sJkV1wbg31lH&b%7~tWq2n6EEY`!TnC*~I`%w4wT*pe zU!;UO+peW71bGrfLzf-lHOqvoeQ~^83Ai^Vn>X{!O>4N=VKY(QSG2^G$Eq4B-14Af za~PgAD7}fI^W4*qIO=9=>qmy2i_(*9K}est0KT*vxpeYiP|2YYGob7RpJcg|Et;!_ zym=+HH?66^lw#9pc;r|wOY`wyJjvu{xYzNrh*xjQwq((es(nOu@1@OzsN>ww&4g?V zL;Mi0XqcZ9b8Ah$XRU>Y)NFKbVz|C;M(i41d0@8yhc(>~ihm09J@()3vsR9hlvbLo zp6SprL&Z;{r4Ng?(sdg;-Z~^J-`EG*|51XhRWo{o6cQgtkCm`8*;2?{J_ zO{tYFrpOz`70l1)afs}w29b^JfJEAY|6YZn0HJ(qEF>-WGb)I6F!>FV`-)pA;LPMr z$tcwn^s5Vhq~9$ZdLeyn-k1w0|DHEup%F>a=K$VX}D^A+0_G8c2g}s^J-9b3E0~ubtlh#tU!I+hku>VE+NG8ujwKuw+ zq1~VHyizUq{z#W6)`_#X%~RwZwe8m{Kt)>Bvos}(_M_Ie?RNbY0L)e0Z`UsD2PR?IM|RNP#o3tQv#F!OtKE2B?QbZF-5i z6_geo=O^2Z4$bY+Il5oW?wcg9KUx@~T<=Rf?(Z7F=`L2!0WbIbb5l;jpZDKsEWQg! zMh`Ac8>|;sn)OWHMLyjRTbH*@3nGn>(=o*U3OU*M)%12PmJLN z2CdGcpSwgO;6T?LZ~tKTb$B*cHRM!gvS{yV6qu8x%fT>YmC6E{!^~g17i^S=+7x^YZVEmhF9y`Z?)T1TLIi zywyEOLlFJ|wjs4qHQ>_5cNE$?2moAdnQ!S6mWVm;*Nd4PmV#y|__TfIV}G4enoURz z8L(k_yh-Qw(KG?Q!meBM=hGfm^pLzeu~!u38Bx5x zTVD+*y}|5)*(t}&$F1jGZ6Y!|e5Ab!`%?RBWr+^ES#S@h(j`H_Tt)aN_PdgA^oL-R zuD+#x?nvwr7zP!7J_~_30>fUhFslW`VhU9J$#_3L>2(g%P_5K-C|!T{bY!lP{Nx3? zB1g)shVNwGJo*^Ebw^@DAxLEBd4`S|gVGMaR37^Vo#y}wq|X{3MpTIm_647Lh0VDSd*T}dNS9#=ROa}Jzy_JDZau=CZHipZzwQ6Cj+9b18 zByqLQQ+)w(o~UXBFIOs-cDp38V5_-!w;-WWm>_j9lA~6xV-6fnlnIVuiS^8fM+urF z{wXXJ-aRl-HfEQma9DrdWXSt0wf+r~-jf6f3r7N(y)2%13?b_#FBQ4J;NzO!$GY4= zkq2A+8laF}oWc=@jBVJESrCI%Mh+a+YKRo+Qb?C9)tNgga5Kx<``rtV7}EtZ%Nbmc zd*HS4Tq(N@sz%J%bE z1O&s^TpFY!fPg8w+`qSV-VsM}Zu)gkLb~(C%HIL#hU1U!5n@s%91?1=!7-NTW*iXp zjhNaCkc$G@g|rk>{#_1+8sh}ziquj}|9-DRZX&PY;Ikclnk+bi(8;cN7wd@SO-oci zigzcG%o~z65nGaHMrA2EibmaJKfa~#_|t*1p6l zTn_`(Ms3@_2E8hobkuHOzX(AKBo~xg^`Lf#n1AU=PaRf@h%gU%m&b`bWB4UKEvrNo z&YO^X>H!56QgyeK^;11;bYUGFa2@3C8@5vWw!o=Q`&h7T2R48hq&V?fsZ)DT;sZBZ3T)Nt%F(_>C^Vu zgK|R>2%#l$TA0|Vb6&UdQozw7^CRW-{x`cIr=I8OvSe_y@pBO++%)qK&FfWnU^hMr zMH$}Y7Ja);-f=EgWUjxCJFqIZqSd|3f*N~2EuqCaTP%PdJG$V~r4a5$e66CS^p<_Q z^WEJn16yP=-rF<~$JA~OVu2<@c}XT?sU%9pvW!zWkJuqk$y36XTm+L5;nk}i4(h9{ zy==+w_1h)XY&9UL_WS%;A@2avNA?+Yx<{JYu%YD2UJG}5%T?F{mze5Ow72rCEAU@9 z+%K)~Zf@Vdb0()ag=N8iTdU-xU&aWx^UE#5i5zLM0|2Up9RLCj|KxF`V>x4{;}rUg z&(>8ipR<23#Rw5OOqsU^=Vi}i#TnISaife5xdV#&K#gU~Fn}0XPm=Yfp-H2ovY)FX<1odI88BR%wfu88l4A6POkNEAcx)80($OTi*UbZ`g_&3-;M7&B`8o zt2+MCEmMn>-eaf(qm!zX17p@0+;xIHVL}=YgM9!3@>dP$SrggA{oxYl1DN7|roKfq z2Gg{p!?o`2d!xJGw`wBpy-aEf5*qZN*)~Sp8V4hDNs;I6*(khoW{eupj5kjoE&GbN zd+%ECD~v>c)C-Bn8Ecq`5cT!60^BP*z3AP;ka*jReUr;m^|bWQ9%%u_8FW^(G&mNyjzR!cvd zK1hyvo(hf}7I5T*ay)nO?GkicC!S$9ydN`0K61UosqHOYrBs&5M&cqn2%eEeHJZ&L zE?W}SibyG~c}7_ii<7H9*9=!)94c2T9bRlx2I1mCa-j`qIO7~@$V0Pnd_Eb|IhvlF zzpw}b3U5W^c-R<=5)V1qi1&>6fL*~BiP|ytezj)eZK3D@(dVQS>YStzwKh<+sP?Lt z;8p#!Jb?rNhY20+(u*(v$?HG(pgP*~>dWX$#iu7(q&?gE6{Eh7?E|6y!Jvw-qY@n} zXiFc6x_j^#F||I|Dsh}-xp<)st-Se$W#Rp{mdSB_p=mhDQiIPlUV5?o>I^!6J?VNw z_O4P}P3N!DXiDQLim{1vmNr640~KT5zfP-WTNY{(RTky)V&1x7%Nv|XiO7!w1Zdah zmma>~wa`Ey>I@ly@{(gVh9f?nZ;ZswU!Cd8!sCp>WL`8hvVgvB_O$tkwB2ya&Tq_jdn1PRwNI)$tc+*;RAp<>N`yn*zix zkX?CMHT~(C16*|~?LlUqJHzCDr&C`=v^;r3^yF>Ybrt z1#7y%7UN4c5`D-r6y}<~r-V;SEdiTt63gy$KGlQB;qrD5rm@6nSsW8v4JS_I7sBpP zsT&|QfTU_rURS+`F`lvP*>p1#?5~s1caZjPdP85uA)?w=SFePZx>6%KM8uX?2laie zK>tzxqOpP)=Qejq4Qb3fa+2&)4EaM+SM#O3vK{uNSp^|ypa}Tc+Y{tv^?!`L&`>|Q zF?gdS1s=9r&t{GvdI4Hx+x9MbJqvr%*QnGRJUdnzb$tzVFUK~qtSq%7MvmKCGe(?w zo_p5A`J%>>$`M0*-JQi55&vD7Fl_E}Ak zm|bP^ywx4}KCtp@gE2VTmkY#n(Q063$Lj^!wy87KAN;neyA1@q{g(dUjz>+E1Ps( z&z)KOi2{BpyZ&CIn$MHZJ*)YdC%(myb*UGwCfEGxXCoQG<_-+Alxt!%BcEj=9wOH! zzjs+5S*dv#D!81oRi&Ia}+x4pe__AMh&4Oom`<(!b(@p#;G`I^0 zLiA-{P803D+$u429)HUQb{oaYwymKg4ALyG2v%oEtV@aecX#bcv`G0GUjrRX%)fy8}w zw>+*@sc6)WbcH$&(Yir8;rI*ss^^L1%@Bp^3zqFliv<61$LxtgMNgw9EjLg3djy94 zu>0hQjC@DXGvYUXu(O=G~fYV*o^%xbl=*zmBAZx1>h>*|I`EcV6Te z!O>!a69D0o)V$N%CzK0)l{n96eX}9#<>^?<6{bML#Njl#-W?1pP{~aM^f?*CfK=Q%gO zbt80)VHb6Po0#W>F~E83fnJjmvfm0wRcx!PCn(id0LB!a@&1PS!5^GcK-YZ~2f$0u zxYCl()hGWf&pDH7S*@g=pnT{OfKl!`1$Lm`5%j^e2uzr{SQmk^^AD4k7X!yS=K=qv zjcpJ7FCp%-K92pLp(b@>cR5uwEz;+WrKyt)bevy|0HfhhZz{uXt6RNS%fx6-RG&OL z_rz__8q2QoI2PE?62^}_R(nc5bbH56m7T0aUjPDR*vz{Mg<(_tHi+Enu(l$*m(f1tuK4h_`nx6EcP`tzV;Wvd!t)( zMnZbh3n*5|!frkd5nEb{X=E4MsTarE$XMd77}U<&g^to{dM9Gk({!nP0eR^zokcn| z*N-Q9J$|12?%ix=Dd}IY-p%>Q8E!%|OFQYbZ;FSw19I5r;10cn*kau7 zIGA^X+{rfW)rD3hJYMX%D-uLT&E2`@KH9k*BR>+C{Z9U6q^8*QC#`#zn`jL4y-Z}? zCw`R5im*zXWMh&GHjrxA!r=JTQGpxWqQpiOP6oBHb5xsSt@Os8#4kw&NnPV8DXg}{gFQ2u7sB&A;aypS<_rl%qq@V@nr6E!xGxkEJx|!+_RwIgo#1E$WR4ty%33l2%RYoD0e} zg)Jqz$a7|ajK2v1Y7iq&8f@{k+3yRUqTwb3$FkbM=Znpk66IL!dufKYJ+76TnBSQ8 z#z9V>#p=z0Azx|hEIgF8$aCV@w<66vf4n9rED;rY#LJiqAj1JETh&5{jxu9R`2@;b zBH@Ue{@X<#LfZ#X{N{8nyE{T)yRdf5v#(915q*|ldtk;rXqT6QD12MI2|CQWTB8oQ zr+7aO)MsPEQ9s9m;o>RJy(=$)<}Xg|cB-bZ0I-r1dgKHtW=(S%H3F6bN0AofiCJ`` znE53;$#%&HKO{ZW7eA86*>HmS?~%OTAy|4;eFyN69YN&W3vPJO(DE*#_I+O^2a24ZqqI9@C-fxsa!{ zpP99XQA2eMJNuG!m!jvN&l+D9%}E=S_m1Zh<&o*r+i_f@W(%^aoy<+R6oFMib<{&! z{tY^x!f_$aNz0~+K#uf#Xf!{{B8uY{@VYaWqYFJZ~%{s=(Ac?+^ojOn5r`kP+hP-M~8n20^E1BH&R* z3l4PW&js~wg{?PNXGAIeO5#C#lM6#)Kk8?<>L8ZbT4aV|%!g8V@jwjxdxMWHsj=Mb z4Ie7*U}F4$sVHFWa-~%O8NU9JboielK)unTbv@!_xIj)|>g=k-cK!DhU;SU%iz-$o zURR7rutggy^60z#b(DnuEbds$&E&L|)U(<3TS4Fc$a@!f3(g{NiTM-Pn_H(-E)ddZ z1~M1Z7q&5GzA9zD$H8)`SGH(1fQ?Y@j6ZWe+kKuw=C)xzmO%RVKYB0FXMS6gvCp<& zQk~EeY{{#t4qbIa+vOC-9fiil-DP4DoMjN~uCbY_x8rNU*srCr(A#yLDaOH5EvdJe z>Ngq>#C=^u?k0rN6HTY}v9-ADa0O!hbJ?Q)>k zaUhoe_!frfe)%Vb?mDhUhz6YU9g>WJ=9oRhT+5qvsR!fbgx4SMFQCKkc?vIF2|$K< z`-!zO(ZA9&W$!;tIy1Z0W~%X4RIYun0uqoHzz4ojDt}N4(LjM&ZrQt=5hc!9YoGpL z^18zWGwF;Q32BAQ?m7i#h%pa(*Y(eO+6?$H2Ns&jjFC0JAq`E?UC9u`n>J5hnvw{p zRUc2Eoa;(NoSi_O;Dy-4?06-d50WlK{kRd1)YV-7>>r-p7X4L6x#tAN$_xcRa1B@f7i;f7i}G5+rAgDPBFtC;P#Vw zBT~>FyLXyHx8BKiDmfjs-YYaiQpUa z09y-ZpCN1F(~%HzQb7N;dIoap6zFag{^i0*d02uA^o>>EbKCnoLU8u%7InStf=YE zg{=v0ditvQs8TvWNeVxwnjp^6mS6 z|DqDoAt5QhmNJ>fz(hl9-AO-_Kfm zt-bGiJumhfSW8DaInVPrj$eE~-``c^u&*v(rX@k@KpetD+<%bpUWs$RbVZVh?P}uS z1oS#_)yCfhsQ#q6lc?r!B3ywqdpNjxL6DG-ABIk57N~Caql5>y_Dfret131XLyMOX zpOOW~y6A3F73d^ptsC7jdFRaV6*6<5ef66RX_CP7^16gBFND$$dB0-TLeFgOJGKRH zNo8e-tVxEP`SOPoQ@Q+67C3bbp=RE0C*&^gMmiV;iRKoq%sdC?FLwi#%Y0tsXAlOe zwo|XfHGCBa=16!&$%CJ;Kg_+PpwDR*rjzF^#40QPyQ<;{idu|$PLXC|1I9*33}_ARz*IM#j=}_+?a&EszTjY$*k%YbI|njn z_|=gCrJ^|A>|k}fdu5xF(FgH?9odJ_$DkOmT9&jYZyUeI_1#o$vJ!M2N+&qJyYMFQ5Xt8wC`>e{-c_a*$P@1=PxOW& zH<)&s2|Y!zFP&yw>P*bRR$j863EA~DQse_m$$DNU@zWTqP!n&qY?}&n)KSAMPSw}VF9;!6MitzNUR~o z?pd9wtj>%`3VR|V%$?NuSy#uwAq+*jzBHvhUSiKuYuD@?mF1mB*47iJ1zLT45k*JS zGq@Ed@DTf9jf4DS^Bdk(`hKO+R7qR~*C7W`Kjb`cEkb#bJ`WY{k^DHJqV_a0vgSI! zPYF_<6>>c7k|h)sWI|h>uDZBKhy1*t`f*8VYWR_>r>JjMM>6#ALjg3g(`Mc^h3Lv{ z;fMozNaSE+OV3+!^NtYK3?aShbV3@S}7II;%o-`PSs>vU~78)Hd%z z4B(E3uDR7eB4A?_YyIpPL zv-dxQ`|cMzYY=%(hw!X+1jbK_J3g}^L9mpN+_^${1QXgM`yl$=55gQZ=fC7BT+|`= z9fHPS)6ZkW!N8zdzDLZ~AACTh0~?9zns{S%8j8 zUy3D6g-~wq0@eo^K_VNU;+DLODD2{E6}X;;f6?F5AeL1-uWe#nn>ZU}K8kMT)qw4a z*xmCl`co7H7nqt9_NE;n{grDNuDJnSeJkEvfYOI!oaI9je^vN9eS8Cmqt9=;HF-`Q z78N~oKgiqnsL-vBV@hDz3;Z+%aE+ea{1D3FftUwGirRvz#79f zLb7IX>+t(?XKHyKc~K37$(Bon^PoRzmo5}TtY99^1IDLDJg3&ZVNWL;6TqU=L5@q! z|Mu6HzVG`i(-lE*Nn#2;{0HLwvu39OdE`~TTN{`wwS(kZEh?2!kZ}Vm5QmRn)~bG? z+2ONCDnO)Omf~dpFjVz4@zefE9U8#U{*ka{qS~T6<2eqd8lr~nRHW;BXRCv`z|cOzi3jp1tTWKmgD@j6 zJpH;z&3E7mqynFG`qg%uScb%YcdlIeo#Wg;O_=wst*Yia#ih5r@H!BMNbR0|O)L*l z&4f&P^GlnQ#a7T|n?zdi%HSV%nG}?p?1nUHoS25k@=P>t?si@4OR?qaifcH;7v^dD zg&u{OHXf)})(zdmGsjXLEU!N3aOyg06*P`8Imv#|*T&~m8RJK`O%yyEpF~LoxmJox zh8fH7m@isnRndhl!#uQXw3@*m){%zF-4i1aJ|46={|vSn}>gx zopglUOJa5;$TO6K34|SsZ9c1$*K8#e<=!nJl)$LayhHRZ(sVCZBWx+REXK#5XLPLx zv?}1 z__B*b`oUAYC4Vp$wEf4hmkzLkh0Z$i<}am@y+`G9X*jNETm&5?hwB#p5?4gYKeSVQ z#`A}8x_8d!J-3?m85!;N6cQ&&Lkf1Hlw0*F)wuGQOHWQ50|A6b%@u@elm$pX=^k(IY`ZVpfCf+8Wve&WIHhB z)*4;fYKU}w{}>t_S@1^#-Zd?!Xq-!}Grw#;DDiHWw}!DB9>?O7hI*K|G}CfYZLCLW z*}fpkl4wJlVEC#a*Q6Ckt3_lj)6Y~p*$$*J%qBBGCw6@mn`^r_H23M){GLBnzrI=u zi|&4yOgC3bzm6_|%)mVAx9n3HdYr{b2Bl{JW3ni$?;^&>&vhjrZ~V^tiWij4o_$PA zt~(C)eNCh{LlZZk7p2?6>Pc*diHuguWbV7>_{QW)ed{*+bkL)xQ${qSP$Z^{6WYwk zcuTOq)G_;5S_LIYbnlRp-%;W=Ps(}^RX{P`>RD2adw*#5^>Kldm|P$0t?e2x3w?!E z=%E(uB!`WKBWq@ygnaZ&i9;WDBJ}QfNpD-K^*NZZ)4XAGGb!T!8(eCv(6)VM!GYDI z{TzLjFa0x9b+hv)Bo*i-hUujEzaI#C(sqVodS%a{7SA%@t{0CVDz(;+cr-Z2N9vHZVhvt zF}mt!8whx`(Ekg%i;!cy7z5X3@h#buFSn-oRp#V@ukHh`iATWEce~ke@MNAu@D{-h zxi_y#se2v0Uhi~lirl)0{&0Ni$MSxQ7Ay3_eL>w@QKQ6^{)3AooGfjn_NXrpZ#l74 z0BhSdRVR%Cs|)h@Dp=_lOXvqKq8Qx}n)+takM%EF+}}CgA1EZO)3;k6`r;U_Yc2OC zn3US$n)dE2@Nc831!B|2zy4TPK%2KeBaeTTB6a=SN`^#UsVQ{H=u z3@^}T$4iY%e8K;I6xK|FF{?+`O!lwuVePWKxoY+u;(H<227VRTv$ivzG;0H6aN(H8 zmK*b7OD)Qa@ZMGYjT@SD=>*kM{R3k5OH%G&o^z3+FA%mA!4p}s&wjjV#|qQCzziHl zjGlN8k&tu?WX3NN%3af*NYnw?ZQ<&4c~9HWQN9+8UZGG7+9&iF11^7ec!E2PlU`py zcW?j39^TL#ToP_MNbY`VGmp=;c5j(V^I>|6Ugz9&6!+h2Bna@h)#I2R^TKrh zfpQCj54|$>osw3yQ2iRAd*D5@cn%)eT8VEw3x`#+K@s5%IVMJ|0+~2sC8d6nzUVeG zo>J&IxmLJpk9XR4hYI(9|E8f&T1ncFOzaJNjeF9yAm{e8G~dGff2`n^46>HE@KpW# z?)5RfSv~4|ok;o)mlfQ+$277^m|I5>kd67tuXJKbtuQbAziwdY6Je})b)69koZPf< z`M>YV-w)sT*RS&5`$kRmuUEY%A6Y{8pC9n=pYuQXHbx5`>F?;ckpJ0bz1bwyb)C}s z>!f&{d0b*e__+D`uT3Tl^l<5R43ID{myaTf-~oK)!BX41n3A4m28NtGbr^Yl_42OV zBP?JF|J8fMIdj#n>EJo0AgF_LFQ67!l-3ylAIXJuapwiT+65sj3fl18z&0=&?DzaM z2wk@98h2|Ht4O;FRMJFN=8tDg_AoZqsvgUGRMU(X(fbYs_Q%rc$K%o5s{)H-mG+&% zZ59XtFsLkS5saOD?+%i)x^f=`Pv>hkIfX&wpuip)%o-pfgscjUhTnkp*OA3935I2q z_}HZEu;xL8PFgEa`qvdu+wU?ELe&wElCbyS3R?CtXV^kV2>#R)^#R_wioB2 zA^ts+I~5_mONW^oB4AMBX%1C$-{ZqCqep9%JtO*!^?z_@>*j3Bg4_S&1whYuc`xk4 z!4I*f=WIt6yNuN#^WS#oYkyu7iLa4h##a2bZG8+fQ;3$lhBV|CR=}0M&g6* zo;rg+%2DRmBJkY%lkPm?2vS$I7b%#nsCkusZ+|aF`obDBw9M6KqxbjRkHCI}JH< ze~k3y`bh114QzT};or=xyB(yk5-Y@} zMJpi?9-0%hJ;H=vjLu+!c_rSX9 zxRuV=G6hyWWfF5QL&~OUTdUj&wL%>UjR=YdoU{%7YK&40l92qGV8;y*`+p}clH1Ax z-`0Z0^;FvqCb`uY=k7q+dw9unU;TIenl_zqJ;yT-i;PXkB-S>Vxw&#Ar&b`eO6oJW=k{3f(^^Vww1(%4=xNsOr`YMh zs-Px!NVnf(OUYz=X+KodgK(84My%rsQ)a;JB!+&PqX2zuA#zZDO29ks7iI6hz9_%m z7MXo>^AvbQ&JU+PQj)I6Ox5|QQ&{qn8oQ4>^{)f5@5Pasvm#j!obH^t4zt+Z9$Jkg zsP(H2Fk99E(h2ok*C{6nvk6As#?qym)=oR0Wu@t>`HlhgyW zqjnPaXKnE^IPV1Sg?3}`)K=Zzu8%i+m>dAsDUEj&M6p!nD= zX@}1%Nx-eOrJB%5c)3?IeYg4w6a<4L74uyqawd;4{*=HSSg4%Z12DHbZx2fCeFs6Y z+<3_e%0;9tYau`w5GTi^;3&wu3x>FpUz3;W@jm&wAC|*NiH?y$d$@yf_aW{0*BCo- zMf?wB|KNve{lWBYYkNYF4AVP;)q_l7aur?h`#Qb_5~`ILZkYFTd&dH?-~LVeDF+PN zM=3!4D(fK1io$fr{O@hTzA^M<@VE<}C>@lt?u&J`-`PdmWzZ3F4$S5)U%) z45kS%F;fC*TQSNx>(bC97|0YS4b<8rqzWl2Z}CsJy{M1MeeONsXgN7xc?3>j%!5@X zy7iv!d)bC#ujRr(ZwtPtaP;TShG<=)>mJdT75jjDY!}hm;3sSfU=3Y%I~A{WEroFr z-MKfMx!U4yae2}_er|GU;pkqsn2vUI)d8dfX{JpsXcfBcYUZ473&s@Q& zTK9KKF!*ir5+M?1C4ER!3q1QL-v<04PRh$VAF{fjRV)Yl5Uk>)o#dYY$F$gJgVMK} zbeK76^op)%!AERM;Y&DOc>^&p>LvEMRMFcsi z2!(%MQsBsVZ4r)je?T($>5cL9zmY}}uFr3CMkSRF_}@74RrrU4WJTTI`QR@J#IXR7 zYm+T}2DY#MT|ffR&yZmTq@hV@DEEe|BR@p*?7|`SH2=DDYw~S9mG7i_>60C~8N;j{ zfKhbtC4l^Y`vJ#>^WpjJRQj0O1sLlejF8`B*XHlTeDT58$dOnERZ%Nd2gt;J9`Act z3^(R$_ZCUq0PN2^Mq`z(e%9zIIMNjmTx`JF*iCz4UsEPl87c_tcJ0Cpw!R#;_nRR7 zXD0#U@oxaCyH~^RD0tKxMypz6KXPx+14Ks1MbZ`Mj%8Q#GTvYzSUzRt*zCf z?w70rMjUj2wibv$9U&At|K!FEB{p8U0QXa;Y%yJt(ei$($Uw7h45DlvHvT4s;oQwR zo8%A}leU~>p3bzQkN;Q-cz;pjmeTqGJiaB$J`nvi={N<@s)!HbY77NloXWa*%ntbn z2>#25HOZcQY;$6{c{|E?d$Q;cxcnam04iI+s1Zf|(J1(~ML3IEiLzbwly(d`f#G?S z5a+pBPmP^mT-{&K>qjH9IF3L-HJ&Z;^Fx6YdwHdGe>EN^;IS=N@mRiG+Taih&ZTpW zIcZ~x&{9@Dhl3DieJ7=%0UQQ~1pK&8lXus1Y&d>hg8>yVe0OIM{6FdOUOHs(e;29A zZtpdbhMI!AFS;fJONoglrZ!j7yl%4z5J(Lq%u!Q}SkPMIFNMWUQPPnW0nDHgdK9&7 zgDd1oXZa(KK;p7tFOvlG%j@XYwax|5KS?%rdN~V&{Su&i1D|B6`VHED!-AI`qv39p zq7LtkAH)Q!&X+wx=_3*E9_&9&GG%c9bwJ~q=hEMuA2_L{^eCBJXvpXUQSk#Q#UJoa zIO@7v8E(6gC`ICXie@m9CP`5AD(I{wRhct50<-x9lgrzq)Z+E&AKv=xfZ&V6J^P|3$=DfOos47s(clqFG;j-b}2qL^ybF$Nu}Z&DvVRxun?Gh%lyZ z6%LuHbk!otg4vs&6&3*UX)i&`fS9YUD=H0fVU3h@^%aCaR;u-9%j}Y-L=4Ts{O9w=) zeo>AA4b6c7bz3N}k4Iw$r-HeX#;F{(9@I|1wjWzqSX*~?k4WY*KAi_{{m8&)1W(>q z^|N=|ubUPP1P3K}YnK1v<~3X>Ua- z8UxG`-zq|s^~Cdb{%XUH5St7{CL+AhCX34{iCv~$?lKBuC4ONNW!OfY&|oj4c%^0# zi($cIFEDmG4QcdjkZF3y-wNP408vJ~T6AWmQvho*Lg@jhh+)^4aaz*Xa9mDL6snc8 z?QDN9chmLmb{td^HHyW|5ja&S-Pd!(smYHUpDC3AURv7RhK$-V!&0bXP zXW$;GIDUE$xZ)<+16<1*KOUlpR|-qb*s>i*PJ2EZl95cVI($?&-bvv?&2Gmr;WqIS zysihHE4xJUgH7i)f41q z@#!NhTz&(J^|8;csNNS;E-qCARnxEAfc~96WdEej%-0B7HRBkK4O-v!JhX})1q&J^J_&d{bzfpdK*b3MT$oLv#_ zL_Xsixf41#^yMMGr6%4eIZ9p3vVF6Y5$*7z`3LT(7F=kPJX1=yZskftiLaaIn&@yC z_h+_}jg_gy13!^N^Lahq46eE{_aZfzfbKvdZ9-hjUXIy%*InIh zLTxVosnak|)zJaSD_p?LhY*fkpn{+vyV9I53#S__XEQG&Tj{dmRAb833?215`9bu3 z!;*^U^reqQASi(-`(1E2aaPGV4euDAHVlO1Q5b%Te#XGwX?MtCVOy_{$PQyDPVAJt zvp*S|a1hHXyn6FM_%NM9s{cokQk;9g9M8YjvZmC)im;CYi@#zEWa{$knh{sw`keOl z1QKr-MbBFd(~I}~P}BSxF{9=woxj|JRD)dQ4=q<8e+tA%`M2!5Fb$YvCg?i^TR5Y% zT)O%<*~~i`Z|P{C`4ij39E2f~Jyg~t2>DB#ArE5buJ9qz)(cDhFSfx%xwn9g5?HQK zR0&`Gi;C$Op2`C#rftgbx>@HSoZX4um2}=1>hW3UZiWh?eb$RZCS8Q#@{3qcOgV7O z>W1CGx%qZ9bGKFNYT_h!)+6=g3$v9C@_R?&mZXZL(yo7{)6*E=OZ6>(m7P+$n49B$ zY+^*%r%u4rzRtux$iI1wO~A45!6FfV*p|&27Toq+(MiN`5(bJ-|9+)m7DU(^I$xsqLjwN#>d9BC{HJhcx{q(v zwTYg!?*iuDK3muWj13YSX#3iRg-f(!qJ=q{4+k81*PdE^yA>`dWsPwM0`;c%Z)I6h z0{L#5Bwm7o@Nbieg7$)eY#V+e=T=LqNPO)-4!Wl+U3Y2wQ5f9;`tco&m17v%az9og z*QXBTHPbwVWTyiD=aK$lA81a340ne(miDs>GV;f1A|okoui!2{%WBVI+4|+7x{sGUckuvcnjp-0A9&v3baeH}L4NNoMVn9G!NIY~dEMDN5J>U1LnYJ&BJyFq^;a z-_Ffe=xU9FyP6|Bn@6B>UQIb#v(v2b#X0N&`ZKZmssMSVFuLkxT$Lh`O?>M|A*l!i zBATn{(cIB9_EbstvL-i}n-S}NLLpacl80`NrSfytP=+|-Pu+7Lp0(g-X#dGx$PwdB@4J!lI0JX}6l4d$1Pe|xKt+MP*1+DNN+0K3Pmtq7(1*rQAL z-@t@`SR+%{Qvu$8n9F!&eSfB+tlP_S&Zg&q0!xkWyUWHks!L@Xt9ynP841e1WDh^BdtM^to$f4ImgFx_aoVs;j_02uANM$UHd;o5Sg#vo3C!%V@zF>{OC2>y^&T!#g}={Z~E4uU+~I@?2@N% zC_Xgf&oz31IM^sHzlPCfb&72Kmt0Bu6jOi6Q{i3Sd=L%k zg4(?*>k24ws+|Io1Z-gVLQQobiC`O5_YI}Yv4k|2@$SEKq<-GNE9`@JPhs*pA8 z*kX+5hSHi(G(#6tkB!P=tY&)QX`>*guxYz;NlN13>J=bYjr@#I&(8}6%;@PecZdf5 zigJ<&Tak(72{Q86MCJJF5i5R@yh0IL&xJ26bMM-QY3bO99QASGQ_M?)Opa2Cn=Y`CLdYI5%o!H8X zjvoF(?AbcH;M^r~#}K&yI}FR8;@sm1hXX@30d_$&Li3ux73I{MDEj`W3eS65&nhIV znQ@0tj6!IRpv>t(-GW0WVa$p8)KaDJM>0;|sBUhW53Fj|zl3o)_(!A;m9JB6m%57c zjs$|02SNv@MtsZ&(KhpcyR02Kg8$_BaM)qAkJ?eQzhC^q%wj;q`)l}{{Y+3$6ZM-V zRX;Fa_B}nW{6)?w6snzAA$-xV<~LpoNg!h_sgdFANd}`+2S9N zNblVG-q2U))D})SHf95Jr8YrpcwRG6a-dif7y@jr37hQ-TzrUz*={+FzWWpHxXPNWSe1V4sj`&}(LJ`j9PyqfG zbVYboF2?KY`+J@Wf=@l=DDHsaI>xoYnXIocrtmEtKDjkaTJyp?#Ux55Kf}ghrOj_D z+gHTJQYA_bfuOa7UU6baI?c`^^Y_)(PL=rUyG*|Kdm%yG`J3354iE<2OSrZbN7d>s zFi)II0(jkLm2p!6CSi6aQ;kfpw1g2>kio}Xb?@Non5DJo*1WNHs4^dkJxT$V*6D(2 zhrt(%sHZ>wxlKus`-)+%Futk!>Lslja!TqEh%U1d#8Tao#;=8)ZtOlW+-|w5JCQl@ z=}wF$>AytAAEfNq&gH^mg}tJG3T5_gvgPfwsd&?LHJH)Nt6vTi3J20kkY#6oFRuD% zdauPainDfNpUwK^7sl?Sr}JeTLB@ExJtMszAAWR9_2FpT`QH7sO+JoTr$&3jYc8Azzd{4ku*vHgA;{NE{mTH}KvtY4w zFb2}|8`gbx6A1M9IV6JI$x33_txk; zl68v-JgpV|nT(>9Y-UnX!j8~g-mZ9_VL3Kj_P2&|jH{{pwuG7YGb()qL(xw|AA!Tf zcU9oLf|YGmAVcR%e$F6sPL#c&rHNZrU$?h~jw8&C?_hA09VHPJ#O%4L`uO;DSfW1N z02&V64LMukg4CNCj3fFx)Xw$S7V3h}wa!iU1F0y=83D%9vD}qQbNv!%2ZE2f`VJwh zTrLFzjh|KH3kx#h%0!IGQwL08N#596dkCk~i;NBvuY9A^=3z7rA&?9l^&Xv8WONS! zkt5qsIiII=^>WXzFS+QKxmzeB1LC!~2z(nT0=)h2WbO=7@(5J+gu>%E3C(tMRBZ%@ zUaZF2WSL$^ZtdM`U>y;JKC~!Kj&exADjqXv=5-@P|jn7%4!g6kus4rvba zVaCa_A2$~E2z7aPrq}9FuB5{o6q2NXLBg2NK-tmgtUGu21f_%d6N3DE_SqnRUvv7mxkxk^*u(ddZ!|fQ zIDiAX#(8n8eZ!(WNuXL>Mv=z8SFfBkABpoowQx+5-|^DU@l(iMN9%iGieybzH-Cen z(w~{gGnthWW!{9`ZCP_Gd6}4hey5Gge3U)|p4q56&?r8inJ7?kPWPhZ;3%*@ zT)vpDU32Z#j09GHpnGW4TfGSNRezPxC2y+icStY~2b1Og@Uck)C6+wNRwJfS;LqVY z5bA7x8|`xP;B&_g12qbnj&fJqg#VH-7Y}I!d_xch=}@u2`)l#&ic7F5pkIHysOnn zq+d7ER&`7#V;jLlJP<2n9N$pWOp?sw^z6&$kgv`o;=T7b+?>T7!oM(vSl;dKw>#4E zjikB$D3H<gwG?*8OmpOtB?zlRDky*q)aoetL=km14)Pm&O`OKWS6B?0mRA(qiaE$`|w`XuZ zuibPVIpx81#TimITUUgNAD+P2h}nhFyX|{ZIzdjrn8CFIwJZjuk+I<92loPDpYdV5 zJ|oCS2&>Ol^G>mDhCh3N*VDxuQ67=mysN78GPD_&=z&K8@*#3^+WWl}(aWm0LF8GtGZo%hM`MI9#dcW1$C9_XqqzF+xbm6`JB!F#L>%YHhZbDmAS68ZV<# z&F+|->d*N=V*^LSElfGgyI;u|ZjUf8uYZrwgex+_-J=Y@B9wq0;iId3yER2t-+oo> z@ZE0UL8>`w7Hm7)(d+$On6R9rH3%uPtiA$ThA2h;*1tepBSO;dzMzn_gcW zO9v#^jlMm=)bJXFwn3}Ps$7ioSe<6GKN(coN-if4j49XaBJ@|i5adMbsYjadzQp&? zIc^=}vpb!yX3{^xpM@E^54o3lk*i$RJ8y)lOQ0(2KJm{ChH|`=AoJM{!<|?Wt;8OX zR3|I(;+W=juKDpP#?BAqe)&J{1QojnD!ug2AmPIw%K1vwV>8GIXTE7y+eGT}icWcp zcyWC1gfHL7T}gDKmSmK=g-7w{J+wwaD^=^K{lD>%ti6F6I37L`T>^cLi=mtpSP-iU zcMQ|2K*7T+#8dTKB%DbR$xNHfw-a(qGEw%O({7-gjXy0yE9N|w^WrHZKGXdSPzX9w zr&w^AP`NV1$@~~Xjjq#<>CVQCh{K{W_2a4&&R`62s*O@1|5)sq4UP;&aAdF^74JD@ z#^a9)UbCaQ=W4c%5}W2(uLPsOf-s>K7-}psfoT(+mndWg6`!(0Lri5Q%+HllRHItK z31S3J5X*?IJ(%YcUE&8mwYzSF>_t~1*lI|n($WVABZX1b7 z=S>HV&3{L;8J_bl-dt>^tqh^cSCC`4ww zC*J4LDEF7*Z6i*Q-7AFW+E~F*9T!nwHa_UZ_;oJP#m=uda(0f%Q4El^Bx4SW6v#d{B|R z^@-b(@j>L(&se|7EEk*4Zmk`C9Ryo55Md`LES>x(>oQWuY82@m?po;lB>jQbB$w|U zF5Y1sn-vnIL!C7wC>*7NwDPpKk53|Wb(@FL-$2(qAU06}2rB7Z^rIc-B#L)KxtQHKL{N`i(E;#Qj; z8MtjvnBX$CXA49sWQ1EhZ#yGc&GQ|M=GS%BPl7I_^lA0xFXqJIPqY71rzM+?NwXDNQmqn|wT@Ne-O4~ZP%vx& z_VC4;uWW9MjW@&-pMpn4Myu0I#+9`${?SoiZlkVy>pPt3 zj!@N&5DiUQ{?~n^ghviP%SXJvj?t*XD?fdll3f5LOhZros%W9(fmPtV&l6Yz9aki> zWwqo8diPOYoS?N+KDu}hNwgBB8fk{86UQcpcIK-j401qnP{w{g4u)Jkx|Tunw+YU~ z?&8R6UDcn~2?2HTka4D&0aMw!-_IN?P{xOnR+6@TrU#Xm-|xe%FL za2B@mmtbMet1mKF4wrj<=%lkceFc1swbI1zwdG+y-I-D^W!dt@B>Ly^#I*OSC`T6&gOc**-@i!BUW(VQ)fsp|NGEP&nR5MPor=QCa zq0h_Qo4;4gVtJO_@LhkHb+FU@r60mq58mO@yMOwloRZ49WNbD6*pMqB6=@iSk<~Rm zFt5@6jWj5z5{aLEp`1_gphG6iGkrV-x|l{0FFnUsn8*b7KI_BSTR)hawt?PbX=_Aa z`sK+g>>AS|_gEEq9k8iz^erZ46ezD#(;k?ICYx9cSFp6j%Ro_@gUQfcOOl-k%aYJ5 z(F=kSoYlH!C-A`tW*P>5Rf6%py-6!>lXtd$d61dF(Yo!#m*>K2yJDsNgK*yGzic9# z&wYVV!ys-GxEpGpU2frpDAF9s<#$WSi>kwM@9uQ)3<6d}^6s4O&8M{b=sNWGaQwT} zb9FoGvhq-18~a1(8}G-CBWJNWLrb~1?)n$zn&*Utq* zUhba)QO_TLr^Ou*@3?`eO#eMzr!7jrdu}koT1zpg+;iAAVozL39H#gFO2McL`h(8p z-9d4qkUqtUtkP4MR52W{{QF>*Sk+2^j4=K1o}KFU2SFHmjPD9r3ur7c-XB9k2n&3~ zCp^YLD#-q#gRIun3;A$1CZ7K9-495{9>BNFYbz*v=3z$(2U5ah)Er%I+cs9Mmcz9gKg8tu}fL(f(KOcTCs*mdw6N>!7 zOb4j?ZfJ`YORz!pHzKcW<4D?xD|}W^+`-{f2+7LJ2Idb<<|y&~sD69u4iOtGEthwz zTKQUjAPu?H_0;LG2!-@YHxg0Xaev2jONZ&ZH70K~GI zpH*VM@9y=};NW%D{9t-#zQ_H&1a6U$hDOH4`sCRzq+flreICxJdCsxZv*$VLEp@k~ z)7kZ5Op6aFb$eWMq6fwItiPk!PhYcOI)QKy{@**7;I#p8iAdHA{L8>-+oOV|POp#Q zVF!ecx{{5+ZJz@bZm7MK7BAE@!U#Rkm@iEDvGq{L@3U$K3jZ<8jWUU?;MxWeNOyU1 zf4CX=8|6jE`OP0zdLFLdwf*W8@~+$|bQ#Q?cpetW{s+u@_su6IC^h`rEkAFJU0FtL z7T&6G&C{z8u9K*}C`mN4SJ6p?en@#P?!vfJp~_X}Gu6~IBVBz}&fV&V3CAV!oav4g zF@)poiP?k4B8-?8!!iXKsj zu3kp1i*{d9j1r12yn43hmYRUvaIsV}LoACU8vs%qVX*{8T~qlTG_4TYli2Sb9%fzp z96&%8d+Zmyetn*G&9zkM^(G14L1^U3aXtXna*UgHSvhh~C>lg7K_f!+D*om%bxlvA zZ;O+TSdzEcc&T)TI~_&vlYFCb4`Ep%mEgDRRG;oP^A%PsjblUbbA3 zqti)ErY}5pmH^w+cJo5(V5@VIW_%J5vwfrS*9(pZYWQ8tPbf>~N5e~f>Ho~7l1IXU zqaob^rP^+t9_y!H?Zv0qwC~5_up zE7K}-UNKaemsT)%C_VXea>tiQ${X=uXn6;wCy-iwusyC4=PkV2`4_XQCE8%$``Zf0 zQP3Os7ww^7Gh+#JMvW|DUj89W?WVcHHc;tz-5k$o`m*z+9FZ4rb$;spyRw&3!56j4 zD1Zvux4!glwT6t32zvrU-=9mez&2lO)^@nwaZ2P)7pd@GR*?X=cLIZ z@64Jbi^?~qiRc*9%jt5@7czr3PHK-D{s!9vXJ6yWJ3rT`??Dbd`7(=81cv6@k4wT* zJhJ10F#bGyY(KK-&{tsi!)d?yR~9Lc@(da4)%==Kl3aGQ;rS!I<*Aw<6?6}-)c&TP z#5R8rGw{#3*T*@f^X_G|Js~|w4Iu*ll0frw#WNrf>ewNuU;hM)zVeOCTNH3H-KfdudWm;5_=jz4+CuF7Kr& zTgU_6M+E8awsC{H;M@20qJ{~#zzC4y5yK!87q0|@#;e=y_yRhQfg?)+I+lmDZx1LI zIVoJ;IL#P)mlFE}PnkxHw(3%SdkzRTBV9;@FjL~;qSG&BIVg8I@yY!Y)GWSsj~jp6 zrRy17NuH>K&bR4+354)GlaAzX(6D&CVI64_0J2=y7%yOv4_4ZB2Ck7pbB0>ho!fQOv_`79*h=y6> zrkC}3+>U@O-!=1_K&#iVIi^hl)BNiY*9W%KCGbOF3#ohN>}72)c1D4sx^1caDeP^Z zdLGeTcHP%h#_Z6xWfIkwa)vQzCYwi|1yEbPyyv9pl`j`!B>!xd8zn3+W?ro~;(kie z>NV|1`#;6?9^d{iTrcr|;d+(-f5`PF$^U=jdW)bxwi?0CcF~F>>gW7YqvV(C!v-er=CR7-X#=V? z>kVR{O-(2B;@&L zeT-Fr$J7)i`kDZ5^+&sw$d!!u$$NK( z@>W;QxrI#U(jpEwz5nKIMd%6X9iW8k?{IOfUxIp8)9(RcG#`v@m%P+_;O?}iKl&|RPjY%ez76QGW0bHkq!zb{aJTNcD|(CO}Zhe(~>(rg8j7c4Z-^4ZQuJ+;Xzfp zdJcj1+6SuRvZRtt%o*e)*-RY&P2g8hkKz9X_)X}o ztxBq0*2}Xc2cZ-d2@GT+#L;co;z9}TG*p9t(fT?YpnQ{`bIJK-ffOUYD2)b;12Gjv zY?+>lX1JB9VuRmlgV2UZPW0ddWri(+p%f+F=VdRq6piVim73v*+t|RP!!EpF)ZHB&)RdElHIGSRPvA{q78M8u=$M_yps*{%j=dmkS4rlEuYdcS&a8OjSoX@F=m_ltUi&jJuO)! zl@62q_2DLWe7lFN2alqsN|lgCY% zG^N>`y}vb-1^PyN7=xwuG)z;^%z#>Jq(iqOLc z4nLzN?q{yYzF_KyGo?MU40GxUyp6vQ>vzOb{(efurh=~aPc3Iw|KokFmD$%UbOSDe zVyaicG2~pF)8TCO`?QF&6=Hu~+{_ix|3v{C^}YJ(;y*vX)U$&}^p@sd5HKTxMOF1p zPffZiHPLmG=V6oO)Ale1MT@TTh|ZzFXA-O6 z7f^h8j?jC?>$$zj*~@dy&z6hs59K|Mk>w=fZBJOXE{fclX77AT77zcWwUI}MEWy|5 z3AxQtvqLi~{K_T&|4!3)3 z0M5h@`fb4n7#-wt*mYic@ZL7c)Jw}0xOJ-aPH|{#kg@X;>r}QLX6zlI^ePG=_~lGQ zrUQ5I#4m!zCf14|GyBZE?22=nKTtofW%CCsRFb!Bg7(bnZGgpzBj})qoMA3A(iVVf9izLvSY2-czQp5TrqywElW|(0Ry$Fj`|#6Q|pxxX9*2 zB%KB5rr~)bApda!liRAh%%46lxfOO5FLw*5MdNSrWa`(4$)E36{4+ovl_u7ckI9bY z>WzeyL5JW){6Rov{LQ;`fuHwfd0b2((o(OxB_WrrWp8~*8rBpfw8{+8ucf{tH;?%f zh(nA$$#hWnOZDru=0~6hUWv_r8nyrYj3EyC=Fa6!i!58q_XJ9JsE_Q$N2#3wnv?q- z)|jeQ4rIm^v2|=bZ-4uR=QKjIN7KOnv)^w_fT(X6JmOUEy~27RtTv31i~uM&9od2^ z$$3C<^Kl?4t==fm!J@2o#n^579}e*xC2!4~oC*$8x7K9j!^b0gg!o~8lRQ}sdoW}- za#TxOuX`7y8JPrYGw!}62)1R}uwD$D#oa=)oHv9lhqgQq+u zO6MLReyl(9p_%#LxL*Nx?{?e>F$(quadF-{V3y>vaHnAF#aeE7^0>4dnnP@W+^dVx zEb}v?O=wv^I<6)o{n_Xp=yvO!Dw#(i5j(qhKhxR&fTwK1Udi*zRYs-%li)w zY#i<;jm@9xC;@Qb168%+U-6|~4&2OmaFNhW*-Jy_r5#DOuGaPQ+-Q0d5mKLjmz#}v^#Y+kTvtFF=LQf(rHNuQa&^!lD5=kwBO-TYEbIyIW zcMnYlFFpn|meW3-$~mCfRRGOyt5Og9Q(JkQtke=y8dl@@bJ9pLeb(z`zb(b;yG!r) zdM`>dx=(U-rJRE8FD{yxI+AL*;5TD5k|S69TjvUC)0ukArilwU4$w>HVY;MeDI zW0;hB`SauniKJ@by68xQlk2Q97zZdJ z`1|UNX}`qkF*q8>yt23hn8;FB0P=e$H|@(ZQ-tRWih$ziFj786%BryJYfG-af5=Ep z(@JVVGxx@;F~20Rj`M~8Pg1|NQW#3`&JBX}KG#mrE#9eXFXL`%et0XDndxvF6EZrM zHq^V^QZ8qu?@Z@Xe%{?)xN&Q2TB{jnPxJODkMu>|5Zxe13Zw(1ObbEZq{EIu;Q?3=2lAs%^d^Dp^s*E`$gG+&2un zXM;nonZTB&dN%}_7qizHq41^bFN2EEuUY;#c9|Q|CKfZ1t55a3_Wqdtt&-MLT2rOv zzZhsc^BW((iZg>h;G<&%H|#oBN7L_rq78u5%(1(Fju(17!Sf|yN*Wp>(%qh2dXGgp z^2w0z7EEdzo>;wI|Cjf51>(m0f^N73RoBsXQU-Z{L>U0MV-YY4Kp+XgjkBGc5I<#a z|C1kCiCN}XlQmS3rb=vQGK!JyW_Pw&7XM1GJ)=F!j(@|+!Xy|tS@@GEH(|gDDWI;U z*OPMpGA0mktt~20K7s$>sBff51)Dz~l+38}B?2D#-7w8!HSSQF=qSDGqu8 zK2_cFUjPB2lYP*I6m!vHK_d@TzSe6E_GJcP_@0KC2hd3uT;9rYMV`m%cU^^+<_$xFz+3h2&s>E3lZ5j?-WSNq>O=6UPIzdQX23sX zzmL^p!fu*x5C>jL%>VTq`vz^{i-O{)S8_}=H+J^=N%a54)ete&cu@QM=q&+Wr} zJcl$Ts==v1jCxU-H}LOW{vV^dZFNk7G2F17)T=xvf1!)0g)CF zr5llQlF}{R-6gHkN~d&pN_TfR>%6?5XRWpOSRdBA#(wv^KkP9Wj@#iqbTYZ-d7an! z{~gDV8$MZzI#&oPh|gMKZdOfKZVkn^0~X$X9Ikn13;A*8?}*$td_!GH=n&}`-7f&D zvYiT`)*A3w*66yzs6&+VoJdAJR>#fp3`Ab6jEza+9ABetC8h z|Auh8iu?}Gj#AGAD=t=(Y6$AqC3X|~U2<|Gxa`Izdu=6uxApFxPmJ>-`o^TS#x#k= zJti!_$z*rExfC+JI)xuMfRR~CLG5AJ?t&kM9Ts>C8ou@?nv+z%ux$7T1B4NrgDNtB z2&~+$=-jqa#l726S<5if95Tt%3PaH5TQ$gh)2EolCT(R2?JGfHfR!S^V{i6$?HjIA zu11U8RzMIxt*Qv%U#%5CQRF|wTf^Ev4xk9{->3KlHV2_Mpgxji^nDy;!AV*dIggVXIlsf}!wpr|qxx1J;6X24H)S^K<+06I49 zV>|^%PPn_E&oxTLqXtwO)3->w9$4I+S_lUKyn}=5dwM_vDA28Rzsz+9qSRkK9nUd` z@W((pC~TwO{nkc_lr(XS>(ZMteo)d9>fbF`oCo8+lzqSAk^QD}Je2kVk%xs#E%wda zk=-KZC#h(0dav8hyXVc?&t-q{$M;jRBZDSa^{13XWrFFt}tzp?`FW^ z9>8r^&s4;kCTuzjc#W+U{P&j+!VK!pGEaR2(tK77W*b`ZHO^K3jr=}w<92_5h+O49 z^6@ScqoU4Y?%wSy(foN3CN$V*6jDo%=15v6-kX7_!C3gj;z^Ab zmWE@^V3dLI7_;kDtnZ7+Mal<#pm}gg^u98?_T^AqH4iud*KR)drw+9Q^t6IN)BXeI z58SOze9=8E@(JvQVs3{RZO26b?KStp;I@RM5Hlb{u^goVjN*X~wq1eVdLH>1CO0SJ z_J9zAap%(LG4(~jzHC9MN*Dr68*rSvcq#UE~g12hL0 ze`+~ND2ZAZ6cZ@pTf01Fy&X!c=DHoC&}1I%^!W`{)vjr-yv=;kG0I44N|Lpxo4|4f ze~3k7kBbPdV>WlMqTA+TostexljWXFklMzx%ffAi%m(?`~$S zI-~p!!~iV&sU+RDH0G>Cb!KM2ngRwBz) zh5C~4J9YJTQAEx?D@-dvsg`pP0s6Oohc=Et)>Ss>2J*t|-grRA|1sRFWz);$hS|v= z!Q>glwXevs^lfnVvnElQHBsHaeh^U)?vu3t*m9hQeBJ95v;uS3yV-@wI zdvTV(!4&r*cuLQY><6REJ&O`^>e%K6Q0aND@fG=nuOY;(iU;01atki=4z0sdB1M0^ zu|sioLk&Tz$i>(Gy9k&*rF7dN_R}5^Q zHBGK#D{5OCnh;blTScqr5?)I00qy(lVV6fj{&m^#l#*rEiF@!FsiP3M4E|Jdd% zsdA+*g?3j)V;P`nO1ePx_0SxPEGFQ6I+X2Z2IGk*xyXPd|C;CTPp^^72)kvjM> zGFn7z<6BHL{Hb1SA?~7;Om(~52z|h)TIe!fGrIyRG@p*0ete3s#7>c<`g0H%9011K z`afa3Ha|lc?XNao3tudYS%v3?E0N(NwFWMLi?tmSG!nrNcUHxyR?iylTz7=_iog;$ z)2)5Vp7ze+$4B7p_^f%KtQzLJA-fA$KlpjqRr*DUg-a&1*w${$gDq(#r~|3vR*=3& zh0q0ZaJ^vVGd7Srw+3l zm>gC?-M+AAR$7QAP>HrR2k555P9p%>f&|s(xI{aAaid2py2xqJDSa*1+er*u^-D~Z zvhfp@z}IPOrSLz4n7n#JSds#sZCqoj&7NCeq%@OaKf3`QfMC21S}8#rShgmdt`t*+ z(gZdWnv!Aqjxiq9V3l()tAq@FLPgYllz^Ccd$uo+@A&^H%By7<^Iq^yBKEK513J6E?4<=H%ty;P;I-PSBd%d9vcwl0JvAXt z6j`+-v0P(wfC232WH_?79O#2W<>gxKWAFJ~OdCQL(h@Ia6B?A1;X+ySU>+a4mD#yB zav-XNC8iQsOJm~Q51!ZBicAi61?DbZx3>YVg5;e$R`-*o@lp-|0vgtymKE(tPvWU) zE{rF2-3KCJhQg#aS77dr5l@jRxj|dSBF|CrJHsZ?E+H^>0kq)n zzqBCdUs~`(o!JUMIE(pf8@Ch`@z_#CubC6DsxIG`EW`RkLp?p>Nfj0a+Ub zVJ@e(E~LnBv9Q)sfWpaHiB!Ioj{h2v*TBjniXT{x2fTT4PT>~LNey)O+Cno( zo3z*8&}15buF>5Evxd&DWeSPPfx3Alm?bpOwH&z%W-ce=>fJoiLVWk7 zYrZ#2HI*L-0ylK++mvM_SI7z!l=lI!h-&K|j#M8;889=x(eK>vd1k6Dk{w@dy@Hnz2T187i^^PQNk|}1|KK;5rLq6O-%hH5sA^j8^@JV1Ecjd>Yi&lIqQzRTARA`w{bcnweE$TkJG6J3AC2$k4e9dd zUQZPA2~ld!;Zx(Zc2b+*tJ$-96}sWpQ$JMHm$d_>W|5MjDcn6--(;-9Z#@kDqa<&e zP8OGKlsJu?#;t|YiOnY{fX9@q0Gm&TA;`%@H7HWHlh{#mtzG580*a{r|(v4AqN!3pr;{;2s^U709mbh9oNnba|aUSL_Pbt@7 z$;`%Bo2J4~M3~bC`sNxlexz_EfU%D3d$*hDHKj{9)7{9JP8W1~{1?biynU4%eITlV zC6=eG9eKXM(UKq@(V>(+9BkmVzDL!|c3XUnQxu??+vsCk2+Ag2{QU0v)2>%^bO6x! z@vnk)l!S-ER?ROoc*N5z+7|R_o6t?GLWd57B=V_q50$>Fa!XFSsIy4)36Ey?(Y zLIQg>yAbC@3Af6b3eiSq+`=p3CYnb!toN)SM^tN`n^+XD_lTQ7zAj`Oy@kEQ*VBzV zJG_RrZkX2VycwJiS5<$BO9x>?;%gu-VH_lGN&DI%mg6I?gW)6YTr%s{o1H zeai(W{`7-1adokhJ7Zhls7fHAsp+uhpJvK)+QqipGLM!A^i5 zz6Go6!5%hivs-vx%0&yw?QrR@cl-uc5gC-EjY;bqs-J1dNcT1iKjbRd^a{AE25#q0 zIV^?LA(ZSZOrpztvF;Vz!vb0^znIJclS^?RFG!m#G&m$doJ#>`Ta7x!GM(QoChs>@ zKEvQ<5LfzFIP>l5v>p`B969fP$pl$kv+^UwCzoLv=-`IzXdq)M&n*-Yu-ccxSd>z( zMSv=}Vge%d;fi-4s0a71}*Z{`(v(l8E zY(8r7!N5vYE7)rCAWRV4AqMan`zr!+2Rf9f_e_`n8JTtyE?GpuL{*Ybg#8bmL4suN zE1gGa9=j8_h0w%Qc4~(okR-r7>s|tdF|!um?o!{}k_kXj`Dl9Zv2r-P1`=TP4z7H& z5^XiRL@T)=e|XyDEz3o#u+n4#GJzVsVL|Ej8Q8$pQHmTNy`2gRM8qSPzu>$+0#BUB zsxO|JwLh!!-UY*%Baw(2lcF2DbVHE@-0aowDfXE!28uE@rE|M@I$KvH31CDeuW zaBO7pt1`>LAs`J!eF?@_t237QegJ<6jy5x9^RucHUzn(P*R_-qvV2V{x)ZH#KyuNb z7hwx;!S^exz@uX~0%RXLruYE7U)FB5A|MacT@*C;Z0?;}erB`HjOZVs%k|9Jp9?DW zhcSn_>vIdXjhbxJ7Jd@1O1k`CHGC@7-znbQEC?s(GxXG-f>5lcM0`CdzvDNvFRO~D zVhl7@dNMG_Wl9I$Gcm00vvnC|w6(786{|AyXZ@$S{++@R7o|sq}xknP` zWjP{1UugMkUU&IUu%-OoiDT^wl%nH&Os^Q%0u4}ZEn4OP&>2#>&&1I$xrO# zOic0r8sinbuQ2%A1pBpSGH`F+a*fvpyqDh4d6*E55eI#Sz{5&8n38@^Qq}zbN#6f2 zlDuyGOnyP6y_0svUnyyIc51y`k*zd4={AZ9u!(WQSsD8E!krTjA=dGUCYO~>2$uYz zdCh+h^gj|Y`{KOIx=k>GwY&Ial!0LpP>EdX8}U@nAxJnkLcG{hC|k@IW9XH`#UK<`rC zevl;MD{m1*0nJKF+8u4ggXtZ)_4U({f9^L7!xX1H^?G7D#UJk5zQHtnKqtm~`RN;H zhk!S%uBK=kd4YT~$|LaqxF0GFuw)2k%lTslmLX}@(1t18(vB2>D z=Jf)sZm95T_T!xwGIJXCrNO21M4$dDnEd0cj>if@7Nz|jMfa@1&ye{0P^#63bJ98y z)Tjb5GAJfa)j<3}DjK=OPBE90a5eLwy|lmhuJss#6O9Nbi7He&8VSZ4F+rycRlkVR zrJ|&m>+R#QG+%eOMcg!?Y}@wvZNRH4V!QcHfs4I@v~Sml4XD@#o?fu0F$%wQLZ%{k z85#dX@ZVrBjmMJ+n^3I4Z4!yWG3O3?>-`Hlh+vV*^-beKU^AdBLC0680|^_mAW}$q z+yo>47nY?ElAPU1PaB$(VsbRxg;aI6(_V6yZp;Yjg%@`&&_h!FBek`%NUu43VJ1`E zlw){XtRyjKCDtE|I~9*ntz+MJ$4w?vWCvF)<*P&vVIu!0!@TKj*N_hlRXPLx6hz>! z@{G3%F=M4ve{X(_c+(`Es_UhTxAh|*svo8j50e+*s#Qe-;&<7wIgoe`LQ1pNekM`~ z&aiJ!N==4Ib5mP80~jW+E9y^}9cKd2LQQ<%qg01ux-vUn-StM{d!0Be<283E@QLz280?T|JofekQDa ze+TOC6qnl>gz(3+Q#y`_`W<|+nk|}iU8%A~o)A43O0+BJdCs3$o}zd2UUSrTMMcN8 ztX&(RW!x*{k+0BGz4GnTE9Mlwi!Z@8q)6PQ+gasAC+YU|+kpF#Dlp~N!tE#tvnu$( zs~!R|J~{5hh?wSPD$os)aFn4_a-E2K{65!-ufyvwGk83!5Dsfu2_#j_`5=A(2~Rt! zW;8K1^;aeJ)FiBalDNK~(+4OQS`OQic)UdnlPXVtr>9Z8y^?!i?Gz^#YOaY<%P2tk z3{wC3m=MZ6WOTjn-sAAnp&&|dYTcbGq{KyRvF+F%a2{|NyuyrCdZ&WTL56H!?t8-z z!MxSINhgo`cbfWb@`tikpkAe%+J8%4hEI*K<4Jvihxv5c>B;nJ27kx6IdHh+Hi;piAm=llzFkb0f!qnUIAaPz8- z;oSB}Tr%=)!xy(yiJ0l56HPz zV~o-!C`|_X?Pt+~%!M|tDx}c?&mo{U3*n9GkDtopdDg|eo>lHve&dsWfhMDtqHlEBNmVhHM+SVy?%Gk6E7#>tLS@@8KSyX{U_=|y9@GqGfK zpZr`vjSNLhyQFIRd@i5wdH6aSF>f}2t2=pzDJwHcXSna}Mt;-R&6IhZAszac-3Y&) zt@~I_9{N>wcuX-{Ad-Os+Dq|@;~G~WewZ2RyA3g=?S%zZaoi7Iy4LD z&e4xCxTOws8)!$6k}{HWrgD9P1Oe0{czJ0vcq>3!GGF_qe4+&;iTZGTw%EWWE_!9wRPn z7PG3xs5)<5Mf zq?O^XhOMHC8469AzBv(uVtqfMJU;#5j!GcxW3-RyKI(bG>Jr#M;JR>L2(=%9N9pL= z00FZxCVG^xDxwu|%%2qgK}IAoT$Ms+c|MKw<(e+v%>%#SgOV`U{IGX08RFKL2{2Zb z4nuhO$UkhafUYPqU-x*Bj#PP5Gjd5o2E^E`5K|x)xe1n?q(=4gz+uFKHv1fwVc*Y+ zQ}uy|b0t>do!YMmf}eBvV{rierG^W3svPAP6t*!G7^0+O>u06mkQ(4`oYF-aMj4(%xZ58QQM7zC_x>VI z-IU=@eW>8k@DACd%;wFPtXNZGQf6drIKE16lIbKCqEY+7@dj6e8uMIUesE`nswVcN zw{}T%bBv3Agan=D`xEW=^*`*zH2Uo5OirEtnoiymzN^d2s4Enaa>e$;4Ooa7c)xMH zGy~?38Z=kXN&o)1Lz^ERv_yR0YJsb@cDUS38s-A-9yqzL zQy;cJ#LOxt`UZzBBWW=qu%|6>mUILu<;Yn<8SyFoAm-~vrVkocd{z;hHA2m;l4`8$ z_`=sYK``%P_T z2^`3uA!#*TLaLSiWNvxG8BK<)$H?tC?M7 z{1;<9dyujw%e8~b?}?jWzT*5uE;Jq`tB~>kzg*rXLw$Il&8*bX?BAH=1T{WEp;uRp zxk5BLh_Y#)fxY%zfTkjzcDG2Gi}YV$Ox0(+xWT|xbyGk&G@0MlRIxV4^@sn!@5~k1 z0i2rM8IR;HO5mso2+7k9h*mfv1yADXHq(p8@2#+ri2itpegBR@@O;@H*{O0}#YpJQ zIy(JV-PFFhtk262-0P25b1^u*xsEXz{C;TiXg7x0)B9^UrecLOHMoiJ63(t*}yQ z+GX&nx)oid{7T{K1*POQ*iCrO6*l<4=CvV*=Cxt6a?gA}3iBZxd1+mfbyWfC> z#NByrxTnhRFo<|8bX?noSJ6zh6k zf!3RKcm0wZNI~3i>2D?<&$9#0%x_I8QPXe9ul)fpRG|jU`n>>&gxQ+1t=(64+ zxF|X0@G3l(%lMN(R8QFfjoYx%-)cI^>{+D?S*7b{OZaKS6XC~0(<4QHkC9{``tgS) z{A7ysWc)*I3}jzG%q+KzxSn)c{f3gxrL6swJn#Xeo7^d&`Gwr8J_~iIL27DgJ4yw( zy8^8p_D=ALHQ#S6ED`V=VipuJ8D@&xcTI(I2MrqEtKNDEj(G?Jt^WDRV$bsBvZ~*! z&~~e>0iZ}`|ENGiA(cM=8(@w}B*ZbC6HlV%qmPwom~1=-|Nx zsGGI{W4ryspnM`bM2ADaSa;KlNO1nDuT>H}T7369hI(OPv4t|^`n7A$VRredB)D|X zga5g7M?!}aYnl4=5mU=2lIAMFaV}oKEFiUg8q!kVe2W$pd8eMQ^cj~n^i2s%?N6w6 zKq(@G3%fLZC2Xr9vGR>)L`aP}%e$8v&|uc9>&vqs6u#t7g+J3f7Bw|6S1O@Y()ra; zTz#~V83PHZA*$G3egeO6J--4$o->iE-4ient%>4CXD;_%;JS^g+cuOaeV*M2IpJH+ zNK;8cm(6V!i~gh~76wPL{hMnHw&=0=9z=M-M0dmb=~3Fl zVUx{qXo@IN>|H+rf$McmC!l-rTLb@vavO03$+O&Y@*k{$t+XGf^Sg=wV=^NC$W=w# zF*~deulQ$bP;$j?^;Ql|5-F$&isHb;@rN6Uj+_@n9U0 zoI{1NkU5Yeb9k=mx3>9_)b#@7ZT4@I?|7e-0srASO-WXl-gmdk_7#&!Z~hLek~8s(*46hDlixg8x>yDr0`!5I02&=lPvn&XcrRS>5h1!^F>*u z6bbcB`I^DeYA@s1i35?m(sU51to@+)h8vTQnFdpq20Ux}-v#&t0TsT6Fqa!J79L`9OdZnaXgkwl zV^%*)v$aVk$39!-X;7(x7~p0}En>5O|cIu|LIJ%fE+ zC+}~yaukRAtOwL`GB+%G9>)=UE1{%ss`}K#BVS~~s~D9XfM$5`K58bW%L z-cjjEpRE<7|2bx~exJXKpM7$^hRMZ$N#^M1QmNbPT!@N~yRyHq@3S@?V!s_i=K?-n zOZHp#k~;Lr2Dz-9KO_mblo~eriqm{+$<(up-^qA_5OD-mPiA$!F!~k>(P% zp2+TAfB+?x+WD5pvLtw#U6Ujw#%V9>vSmrmGnt|{0cH~ZM5nrbPopA1-wS6gfh~z& z+}c{z4Ax;ET?jwaRZ#7XEle-FCf&e%6gU}V`GWr{KpA$b<(xz3s;=On|KhC(?Bp#2 z$atJr5{{fhojOGOp&@gq(CNg}@4(x>>XOkCR+}fsB=xnBo{V_UGCt7d;wC=~lccp*Ly5XzZZpdA<>PqWs@xmyE4BsbpPbu}g{D4lh|!n9trz%A`d~Wr5-@KV3f}ja>`^ zTF<<~>K`2A^8_j6w9V%3qWewV@54Y5!1uc)8N|by`7daXkjUt||Etko>(K{Uzvi2> za^sdhJVA>~$Aus4YXt)G_d?<`zOPt!n5O$<(+h(8xPpIKMx%#}H?aJmzm2}I+Wn@c zv|(}Q=EmIlhG)+Vz6f%Phd#Ca#@d)sz0aPGbn9y=M!aZ!j3S-a$&szq{gf+kK3HPW z4ot1xcQUSbPq%sIBs^O3`7v>4gBka`p-@bU%VFoABKL7m_J!EHLh4TSD$ z)6|j?4Zw@jPT+BXQy+vzz;zRpdkX+6){rM6ON2{amHS;ng)r>6rZ_+s^NO5WI`Mw) zc&w=rY|zY6`%xdeG8v?beDJ7N$>@_U#o9etR;3BFJ}b6Q6v5M?)u1W&60&EmZy)5m zeC0OjK&-B`OdfL0x9+r8QJeSuLBR0GJJ|(XF^e9he+f~@lnPltCEakV+;F8p7B`p4 z7TWwU?(3>eDwG0{7)pT}%Us`*HqAd;66FIMrF0;=vIBKoRSZfw4v{5H2)A{bGN2F9 zu5XXw8W%~XYG*xCmc{uXmL}MlqRNE6joEofF|bp97rMwTs}#w z-^p^h9MzIrA2M;Pm7k|{sc`M<>V22rxA)^5%zme94P9v(($ZB)@Vk6WxAJJKmOy?)$9N?eqc<7)7j5Dne|*zs-3LlQmKEXxPvi=7!~ge4 z--Rzl3-VZu;QZ z!DuXy4ob0`j;k+}CQlNKQa8RilLoFNefk-2Hf*6t-k$LiHjX^EQc7ccfA!(|f27*? zoiOKktubW91?+7RJV6-Qkh<{rmyRa>tulLrta{(fKd>DC`)O zUmg0X5)NIMrawsimlpdH{>O@aN!uQaRgpD6vfT~6GujjUUG%K*OoUJ%@ab1dQ}pM7 zb^7BIB&YtOI0nB%i3cZ06mgNzZcEIVCKv;eobv-Ro{E%EeIt}m^nctsp?`6O$=5wy zS97+T{HLbEWzI3x+1}o6(`a)yS?FleY!w{S$=0O&(Y~6F;QK<%yIh-#{DuROh+Wut zZQT54;Ip%*R~Oi+iMKt5YFjocCVqL1OyqkYQDJ~7xc|Zo!;qnHP*}wHdPPxWrc_0s zpRt~4OOooOr`J#6YPb(AP_qJS;cfq^pEWON7~65??0L*7BR`)TdF^Yb{dFay0QN0S zqCw^J)XUh@wdy#V0+9oqjreiFw{~!E!8b#p!ZAbPE80?5!@?AX(khW8@H)F@u^Kp6 z70%8PVWn}KNgRFu4Jx7uX^X!6^b1}C5R_a6j)&qVn zRx)H!my;!8mk5ML{z00xS#jZ1*V8}7iyO1ee4M_bzkH0Dy;H7qF{RId(F$YC5IH5= zEHb|8Y{upx#X>jgx6BZ~rRwI3mH^y>kD_`$#{rbsi{2l0O>$H4&y?-7n90W<9AZ#) zf#s0?r|;J%+8)0>Y&GA=9KzZ=47O>Q$*kNDwp3X+WtloMrm3(WJ&4r}G?V%s^!*+E zj400Y)<(u&DdFY#RhB*^SaMd+f}}Sxl?x)XcjRrQNTuyC%R$%Uvz6%+67_x>Id3f7 zhE%x5Wzlyds*MrLh$qwq4tx)n9$_q^E!}^Btm=HGFd1kTXSeGcx4a6)8pH+ZcfvV_3>8Ni{xlY)>H(VSUz_?UZ6>ExD|J#YgO#+OQDc)T6x%Dy_@r1z+!ZaqoBdmQK6x;$>ziVb6a}jUHX_WXJr^JZkg$dIWR^5uY29Cz~v0D!3(vP3!?8+(s0A6 z-#e-)CoR>aNjY#)S)#e+lzF&a}aJ7c9WCI+(O=X{7SV$9h3`h!vRRF*Etx{ zEfkikGc`NI>e^R!!W1oA#@SY7Jf&FXFtlrSv^M2#w>LX;yfxlW_u%NQ{TYQc38#M7 zX%4ozgcb&yRe4O)p_K*$>5h#bNzRn7)|Gn7xWVjFb4`b17;9*5k@{WENiG>h>5-W< zeW*mVv-XWkt>Cmv<(hhG{Y?T1ec#eXcTN2Z)Ih?Aa_`s=OLVVJcVz95hD)hiG7kve zip<<9@OC}kh_H!slyZ4E%%wIKR(jGC(w=+c(}N~9wnJOTVpbx{Z(8MD-jG##KGAt8 z_~gB=y^xOAaSc1(TS;2do!S@Ov|05}ZnPB%JK1Efa4U8dxB4-tHw4XQ{N^|-CKym^ zyqaEEy)OtZzcEP*E4>&PGvldOj%FMb4)YB9m~7{GIGy&QCXLv(>Ud6JK~B{~k7RNa z*XY7;a$dNY>_w4wUA{8?!{e_<`)mXHquH_qS3@fAdM?k4$}~QSRDP z12o%D?O1~#b$Y;Tw}O<=*2woLyos0I6D&CDX}X~8KAN4%!CCx*py^kKwaP~rfkpk2 zs#KMcJnL0le%AH0PbtbNY$adZfm`V=gNO%|F8_IP#fwkztB;=Z1_ysc(RZfWmILU6 zV^W&M9oX`|qY!*jLocX{zXAsvL!?4kZjT?Yo}uKW;!W!$U`Di|N;f(v>CT+n07dFyst8g7ogMXufH#w>|H(GHe0FsZD# zGIik2XT4^>Mmgr}mba?}5nRJyM$`zL1j4oYBX%uN_71ERnpN9^oAC&#f z*CbBjX5fuS_Bt&P*Nu?CS2S!Joy~pp`v9@i@*&FtW3bGW1h2NkWENs1K6xT1V--!! z<4GMBqVM9A?0;U3fMUPz;*SEu-fHNSGW7mR8_#KMr?`rHt3G)-^l3#qam%GJvC3Vq zYE21+@DXbGJ=E|QOE|`>R@GMD>2iaQwmz_wGKb!qa<+N-G4ZlvVX$^E$P|K*{-#!(@oYd6@#W6ba$vlY4Jdh5g>F zG6_Semwu4kV`E}o%daI{w)8)FQCo4e4{X;`!4!p(b__)})@ zkkq(=W0NhkiP4%gtX^m3yKSA-@S!mR@9^<+VS26*$Faa0wC*~#En+2!zb|TD;VWLd ziTk6Iv&IYCo9?g7Sspue%+c&eQs4#0q86uFbZ7V1{`2Dqe^C#MPmbOAuUUf%iDE#PCkQSnk8ezGSsLV?q{iX_C=5&pW}1 z$orZ{UXd-G23yW!M~IN>!QXe%m+rS)eR_~z05y1D|Mg{o09RBF{o*w{>P;@?f%t#$ zrS9`W;|XbU-up*k7ytfS|NCG6zxyBGUVD7;8YLP;`qwuKed7K%zBmOv$%UNaA(!DT zzS@TfUj-QMgdieNv%l3S0wm|msx+sP47i{peoy1=9e#Z7`8tI^K|%O}=0w2byDTGKETmjwLZ+}cQyvt~I4te>t;1mW8 zQq?{WO7sFG&jP@$v#*{<`pU_+hm!T?rnybBnwZ6`ky3nBYr{+1C;kK1*oh;qlAA6q zYdu|C)p4GEc9OV~%iLJLfwd6j|~Mv*=q6?Lt|m z67LI;fms^Ea11Fm2XmuUkR7N>0Lu%U_#l*QZ_?yB?tG>~{?x0vJd1I^~=>qU0J;3Cu%y?YotAR*BQ>na%SGJ?D1%sVyRexp! zBZv;tX)uE`!q;)J@^X|Oa~wL9?Sw( z%($@bRGq_ia|DOS_3D%hw1)VV39KdC^i*0c$?PuaxA;FU_iFy_2u{~xX4;##6(z|G zW3`=3e(g7*X*8x%xL*&t++M6H-`fQVRmLM+(-M$nnV_UoNF^nH*L*$)n1UX`qaK6F z3X8eYFJ9l!K;=rg;U#ESP_!)8GgUdFN5thQeH;&BE4hy_0e?I!bvM6C?5a2T#j9Y9 z+}n)tq{f`AbE|f=O9;jiLW+46cNqtM`D8c{dqp6q(hDAskYU=-c;hv7kkJWsK^?Mz zS6rhml9$mNL3hxN9P)8{qNI}?tr+eDt_L}_cDyuJl2LfxiEIHcd0E+MoTP?HmQ(Lx zcjn8f*MtC@i*3Y0Hi%HREQT(Fvdqz{<%ot?n<7-`#fyQAlVQh(=D~-zVCvEf9!)U3 z%}5jv?t8mKG;>Y;;+R5y)iN_L*fq*l?j%>}SB+;J6Mq-6Ir3Y(1*+FE^>h))zc(`_ z*#F{d>XxKLxyZ;u#`q4$eE)Km|Eb?u@Jx+;#YPptU%G~D{}{$4AQ5N|Oe!RC_v&g# zd|;`ZM-UkQeZ^DSub!xG!?0MF0XBO#Cfx>Lw!#B}-D&{D+O9E1T>}>Z8`!O}x?c{b zwLCv?08P#b0MHtG5kK5O*(i$6i^g2~MmjZ} z)&QtBc|hrFb_}cVQZPpkz|R#IkqN@Z+A>tR9#CSSzKjr67+Cslg*i$3O<02XSOn+5)!Xr!{`d3Vih9pPw~@_grCA9 z{lKgJ!{UvE(sd84m+D{caiT36CdLc9UPjk_igFhGNdMc7M}V>VlNQ3Zj;T^P_@y}} zy_^{VoY6(Nt_H3V2W3q-AyJf#Dp|6ovS>%WpvIYZ81c_;;*9ub(enuP$Qx+H&;yO9 zTu}cZFxHu&b2`27FOKNh1LfK4LUhr*FNhF(KyWSEjGb?<6VGTEvCY~dF+)av9UL^_ z6|6Nq9y2Q8cpz_waN^XU@!=}3z1sB@#~3{hg0JNtBHo%;F8Ka@3DHR(ffDcM=>!8d z@m{fp?(~cFw~^Z~r?oP52u`#Wr*2DcIj7nDA4H7q@|Zd(h{c=tu6guD0_)TnbjLb8RDJckXJwhg4g#;w3 z1-?*O^r(a9eLSpXPUx&~DE5YsNGW*s2KNQB1 zsbEdt!OVtkSwA#pDeq$&x2}~aKmRk0h;o2L;=S3D3=W}{uP6#pFiGQ|^FDk(JUWsh z6Tka7h0q&E%ZoY0e$s^A3<*Qi@gZgxcjv<=3tHBlw2IN#l-~Q8(=YBt`a(MbF;u9r zI$d-?1bSC!aCGk?{e5D=8;kK;7pOkNyph2XpA9r6iTxzY>vU{<^_YlrcKC^`$C6A* zEfL8-?`1tAZz%22CtH?+XpwyPmXK!_mB0YJ6RM!v;dAIEL-DM=`P&MY9USKf+`GCN z!l0k7E^6h?B!P~L9v2qmAI%a+phc`S*ZD$ypbsL}LEBI??$uh%>#xb*Rf@C&YNV78 z$Jfu!wM%Nfzm}p+J=OuotgB%3^UUhrPISebTaB8oC(?GGJ?L!leY~Pai|Jln33~1^ z5HSu)x&ZYIf5uBl-?Bx6P;e|58{P1+yj$Lq74yE%uMk4ECUX)W*feECFtfdx2~_?f zWr?jp|E(pIF`~*s08V_KQ94NEz(yRhCiS*2xYY=leD`Y#v=(_n!5pzx;Omach zgV60+i_tlh(*j5Z22+oLe2Al{{?gPm8Rs6|Ad z_ynH98n41>8D|2+=H66RA=?~O9S`_B7hNB5qBNDC++yH z*7ud{r=)#=#R%C>c|*C{Q&HsI@GwrVOApZ}>TKy<1Uc?^x8>~Ya%=x~0R$^54}4v0 zM#ANb#v75yO!c?}_g@Qo`^;A%&t=;{h?V4O6u+MR4~T$lk1d`*KLN6xV%+M}EyADMSlh%FFc)HVA?h3HgStbR%cjklnkw3AzxHzi?yh~XsaiY z6uG~E_mC_X9>;KCG8GXfB7cLPU}Un0OFo%tA=I6DbJ2switJN3#iMjJ9J>UrLE}0x z4y(z&P#o@AfhJw~M-*G+fIhNj93HgSrt~zuqD{N}Qn`7dt#~+TESay7=CBy>z0(P( z3(!mJnsnphWPXwZ1#|>FYT`$&a$ALt^>DhQu=UMV>ea|r`BN2~LqX(Q;iXaw$3a&H z&qP$rr-{Hy#eyUFg;k>f3B~YjKxH0=x200=Hi!X4;9jW1es(x~K`k&A^(K&WIMAo; z+y;>+mmV;U{v~)_nTj-(lq6G4$ zJTbMEM#}*}*o(z%aR`Pg!1e*W&y7KtpS9yZWTRq=y;0bF5Fap4SswiRbQXKU+Y-0@ z3STLpyI8OJsh*Nm81=dM{1aF~sPN@_q;rtn`G(2Jt1H+?8aDr3@3mgr>o(8@v-u1-R8vLE5jyj8Rzms z!D5l79ty7ZyL1HNo-r`?e!`f=_5sF*AgI&o?574Y8hV z+DAEvwF*z}0B+1+*f*|M+V*!v!`R`=r;$Ty-ziE_Eq;oe!Y=R#uLw?IZ$g) zX^^S=q?_2)H736F2~)R?M|nL>t4jBUi&V|Yj!4-G!QpiwvmZ8#@KR1rU86$B`B!Ez zfVQirxt+=ECZdqg7hWOmbtsMXHaxB^{9v%z*DG( z^FyhsDKib(H7rA4kPj{$5K{*Kc*Er;qnRIS&J^b14X{fy>&JntVD6rQnnp8~Oy`3uO=0ON9}lhp1iLN5vw*Pk>%ZTJ>s}T=TAe zE&XJYzTWA$M%))Y;F7>NyJejJ8%lg|(132N;D?=}GQl90GbYErDU7SQYyY3_3`U)| zhUJuoLxNcyw-Vk9RI21U@sV$%BoulA+Cs?~$6jd^W!}5Bk1T7zcOQ5e#71=VAxm-< zB|gaDKF*QAxbd1$N5w-7eRMIw0XqTn>B@C#rXI5;IvC4=WmF*>4?c(0;!D2X&m*Dk z4>dW2r7~RBjwBAFITybr?3u0>OgiP9tgQ~N)pod{Zan`vy~Rd;Q5;so{PV`=7+0#o z!g*X6#du40@Pxl~=JF7oS!8a_9?s`&9Z(UWu5%TNmA*oGagYKF5aA;SwJ(FU$a`h` z_3Y-HOYz zfP~`Vl7R~hUCPQ!`I6Kh<)e$PZoX9N7Xv#7?fF6#-@>U1(<_@8rq+sd`8-xAFY=i& zuT2z;YNlW&n`o>1`hhM*&#bt&21l`(_r`_~ztpRvKgnE%|2OL1GOEh9T^AN4rqUqY ztp&X85n>0;j@5wi%H|r8 z=;rKl+iY_PNgO7k8)Brpjwr_pa@5KQL-1PD@HvZNt7O$|Akoj755=2D!t40qMcf0d zr1QsjS$ZUPcx>gZSs8YeCa+0sw?PSn*&6x z$b6ifE;m0b;&D$L`upc8Mhi|IVqksu5ODz{#D3YE2dP^yyVA6Om_7Pf_Od58i8=Z5<_1 z4Z$Y;*<#~6!TT90j8Vd^wmhw-QY^E`|Ke#t_uO&11Pw{IIr`bw|E6n+ZiUH>0kLp2ZOMu%R9u4v%9uf||t%v$ZFmfq< zwV<~Hy{%5Pb6L`Sg~>MK9aLJ9j;*L) z?D$U*CtT|~S9YMvlNj?P69pZhZg!D50XO=Yy87ACL2o}`bo~@xb2+SEv7Jy)M4HWM zcBO-v#$iOjaOuOr_`@>t-}uRHV6VEg!I#Aq_c>ofY<|37uj=I4w))|Q3wynhEaC(E zS#B32?Wt3ZLX8wuYVnhpoj0B**f=G7jctn~pqiNvgT#B`>lX$uah0rS^zqdQp72So zXyA6ISvD~}qidu`MW^*U&k+G6>{ZPk4Zf&46!VfS`rWxm__}yLvT+T%$&Wt$md*C7 zeP6@VN0A)toJmzvd#FKqo5-5lIU8tr< za+F)}MMI-jtC)9t@??F;Y2DpzY}0b)wBVqsJ6a##*4`5lY;9z<^Vd9XWDPFrd~LWa zmsAU`IPt5C;uD27zI>^^R*Ba_d!<01EIo7wmHl}{;B~iXMtccVQP-caZ0!rOTfKLX z2iEYr>U><%68J=-O;xs6ZK-7`wS)}cqG@?(%&v5cH5Nm;zanFYuezCoL5pztBKquu zQ}uvbB(-%gr8$$nf|jx;K?i>=riHvGrD}69f3P_1#hQ#>*-W7RJ?%@$=oWQ}PMh|b z2~|}ATvSf93*#lkR;X6Y9Gjj9gY9`gfH*<4!dKZq~>Sp*HwHYtxkb* z1OJo#iKn z&Mh=9T096Zj@#uf_M570%)ph>y6eL}9N1W^^psIVb<>aLtHjgbdqhm#8}CV_4xq6| zYlI3(&VkUfj{X!LIW<0NkhqOH5rO9r=(BdDaFpO0GU(2n&aS8`Ay=#GuQT$%{pE4v zXTwz*xO>%h%x!`0l+9VVy}wdWbym#r70ey<&*GpSg;N@799;~#ZMX47AIg#GWX)Ht zz7>|Oql?Imu=IgI6&-&1tgCo*VYDz3Py|Or#ff`k+bA-ljGwo1NU8qz?0xik>a18BONKTGZ`=EH$L3|ENR3Z=hLvFX zk8r%)@@}qQnFpn$HpJsjvZU+kgaV#;SZ`yRnGF-Dt!0>;Gy#C&bj~FX+WIAjshDeclEyA$P8)r z=PSprz_x~8c`?X(*<>DWNcmneLwyUoygT?U2Tc6|MyIG8DaEBIluo1-pVv(!Toa^T zb@L(?u1LQOW$Q}}e&8q3xfyd@{b4@Uj;cMJm?wtc?H!YGG4b^dlco5ZI~Xo6S7Vjo37f$!FKCV z`5Z#`DBZqz58r?97{@PxjFcb7%JR_1_tOVxPw|`Iw>LOVUL=f0&vFK(fJKL?f%BMi z082X<8fT1W9L9V-m6-y z=9Fs@dk#O}p>@!z(c<^g3w8;A@NHqQS)BiXz_IqkpOK{UXt_z@4o_^4q*xhUoKBtx zN^TYz`gGr2R3tAWs0T-gtGb)O^%QYl3jLMp8kRNW#j+So1sZXEvH2%t z=P4ph0)|Rr_mz{&=7(;H!aoD1e)#5OS(ZU%47Ac}Ak{)m{6Kzw#oQS$Kpt|>crW4& zA>`G<9L>)gnY&Bfv5b80UiQRB3_HFYYs`M(b=Z__bz5<2MQAmAM6+9)dqOHIxneNk z;PC>Z{HSo!^Yln(J3N0T)XLgFM7U~oZyS$RX(U-6`anu|E|_M zR6}iZGadZ!x9plu@5Aw*K3g9J33nUmqThHcyX4hKDS!S&&~O>%H0jg9xeL(=1Z1rg z-_=kxA(8$C%XI=ji zogAwia%JIBsvzQYxEy5}J`B`BJJy#{$Y{_v|55Tlh(#2i3fl%Rv9-*VE8kG-z7X7- zQ$5R1D>zr+Mn(K){1VHl4B3YzACtT>2LPi@jYPTsz4fg_^WTJnMD)fp2}t~bGjkE^ z4FOefOk;oKa_Y&f^M2u^@}oh7QMeKNV-|Ap-|w?&M?y*I97KJ$uv$a2>8knLDseC6 zt>3rc&Gas=4lyU|zevIsYQpE#$%>x!1R=&2VNbseMfgKNh;gm*7tNo0E^3D2bLW-m ztOL;aow&6IomTfbYjAYzZtB2UO0G}rx@K2NKY4t{ZsRgnyLr58H0$Uyh%7|Opb&{) zz}$CT-s<5>-Z%`OP&|{JDZx{3C)M?ng#SV~cL!m$c8fZ+Lf

          V8!js9?-+U2^#M; znypjZ{2F*l zzi;dnqx=?gB3RS7l35K7iE?AA*+}~1p23WNH)x3S*~4ScL6k~>M#Sz}TKiKpl}@Pb zM1*FPR!}rziGvOEj@Vz2-A^{@E`4w-!|dJU*>j&Q6^Wm0mKJl?d;0<5jqaUd>#&OG z&w7%*p%OnItwUjdiWI^NN0SU>9NP)h#l_S=k9HDe`d+eBvlbY1xFmmdX9bG_HTby> zR^>q_C8hm6wwYkddwmA%KXNmCa!AkEY`+0JY>%q~m21D)$wN~Nr%xRGOMUlJm{54V zm;L=27FH0<8E~O_p9$SoRp*yIxTtxNw&tdL6X-%EHW3{-O@XbG`P#u9ci|xF!kDyZ z)h{lIr*6Fu{ccUZ7XPZTisW!N1D?L}YGy(+lbEtz=E<|xVz;q>p9heRrRyDY_?Ffu zcEjOb#sf8u9THvZoQG3j6)!BRE*8tRUf@^2^JRi&q_xbP_C*=nyR>x)s6;#uPvmE~ zM`Bg;#D1}2-MWsXPOItfxOXoEg?5Z8oO-uD+^AFx>1+Dg>}5+pxRSC9^s%c6@RuE4 zVv9k)C+*LgAt|8w1FW+=sI>VD%u&@%be#EETqpy%g%aM=#c*+$-XY|O1%tzNh6-FZQ zt5B=%s^Z?JkGmPW{%;3=+;5tl|n^^vMi;`;m_41%F3vp^FKtN0dD3bSOw7$Oq zj0AG_r)|TI3~pj1#3SeSfp#1 zTy(fsKbCkL=?*{q+F}>}A@dAP?hu=l*QkA8o-KvmaBJfi+ny z9DFsLqFwiXYW$FX)FwD%Z&qFuOoqe;;ynbq@d@x=60Q@EvXsu^*xds^?OsY*drVp%$F&te zf#7pat5Q{<;Z3)`V$Sb4`|cjH!X!F8VRx_i)#_6w|5P(DoT!TG4XCT4W75+xVm-&V zecW1$D#8%3*L18hO7n2jm3AqIo4quMJ>E z%|haN#0{7tk--?>N~r#VbVWjNJ9h;pJtr!Q5A3#dBt{-xII;GbhUUSf(i?mql!o(u z@qXd17(o^*f*3lD5y|~6f?YUym~9YjsR)&5lcT)cgx#W35LTpuK_SU%cr{Z1?pbdJ zE`3!1K!1~00u*QX_oD()Z|^jjAdKl-cOae-K*9~kons^hm;5Z0*toD{Qh9T5#Hiu6 zqMtRJnCyw35mS@R=%TRu7)x@BhbpEQWw<;u@; z98Evb|MPa!pNQIJ#?2CsI~+Z1W?wE5Z?@}`AtUZkSYq2sQ4~?q^<7ul$7~7sefIk{ zYdkK(eaIsjDRfQ4;%a;zSkk94^HYvUFWM{QZ1oUD>T}uYP90yAT(OsLI`r+mb7id!YK^4Q@Z{N6YAU#c_pC|Dr`lzrwC7( z%#I2#kg1FCMn2bH%lb3^U83l5?PXmwuvyQYqi&m#Ku)`kA-fT`%3T*4N^Ff#H}31-(r4JXYakYYsRZ2gZzx zF%^_i3IsQ$SJH`NPZZvFC~FQCCRx#}?#=uR;{CeM?rHw}1$icn?UbuhfVtBD<4dEh z>E?cAg;PH3w@FSOV70>c-TO>1mwDl}|COGOG{UKpo$eiaCT-la8i%>!sz%{Xh0LQ& zr{&I%qv}#~g9a9QM8~mvM+$$2fc-#q{z)@QW|yx_lBIyQ&wxE}zRb$trSJ64|hx>qDC*+vOL0AV~1xG<# zGO))=&U-uZlAy?aX@@@9JDORyw=~6sv!azLgXs<~n z_1*=%pSY!>)uY&I!-h?Jg*rkZ|EBfUF?XM{$WX9H8GGjV9QKM%^x4)RptOyo*tx#r zQfq%-z67{Yk2E{yX!Y3-UOXqkJ*bKyvu3ye1MDs{zkYEw!q%DX=$lzr6ozf}D(hFn zBJ>5^dVI+u^Zk>zDIodVP%Up6u`2~fkzBJ-R9mCyc zqgy&v{B}15?eUJJq5xw0w1EpDA zKSC}RZFedh52%HTIzF!7i1*S*ANzp)=Nb|x4HVtXkIy~wO1GZzE*VKJ$h29K1TAoJ zi0yetXwdjik;$*rHY0{T>ejz6khWBVS@gy30H~QMNwY{3-%(n=-~HE9#VT(P$uH*R z?_gx^*Q8?eW+j;+wbo)rqu3;GWjiqkuD#Uuo=TM#y{aRfgWGwAoLVhx zz1(vUIX`zvq@n^4mKz88cF*1~06$n|`4*I}#9j07}$Tvp1zf8}#Pd zo9n{SYTw3}fib&-{}dt0!5m-m>`)%7-N59iQ-_CCrkVBME~d zAi9#F%)yXRrQ;sjf;s*VEy=bJ9JYG}iqSM{Al;zISLTIt-aXFp@i0h)>9FQs#|)bu zi$S58wirfF7CQ>;ZComYAeb?#eQ_Jx_BP(K(CS3#b2#xXoFja( zEmX1Qk7=7YoM=pl?D!=xmdnN_UMZz;hP-G%CGsfb^!=ERenZK^3Xyw8vn$iu>x}HD z;wSOYfrO*NPMoBZbetRQIin-?&&(@-LkH{4BTlT#;_{QVJ5qd1H!RLf+Ym^^z)-cwD| z&y<>7LCVh5H%ueE28<(!y&iTDy1IK>n3rQ6pr0{v$a?J6ZsdkPmE34`85t0o*XKR8 z+h#p1CZ}CcH`{7?89#_GmFg984oHwTI3Lff*RoDH&vfDL0v2?BAME|sVhc80)Uk4aa6?#k;aG5V}L8VeS85ALL1GOBg)We(15o{vFp z?V~=IPplfcN|mjWk7RXxoY0=7L!$>t4^Z05CF3HSVwY$Ci! z;7=w_NqM;*I?oyQ75v=Ab3r59seXULV|26$bJW=!jcRTyQ$(n9uCkJG>&y&1aJv1+MvjzgrpCsvK8nmF(PU0Dej2*Z853Ck#~9uO3u= zJaDX<+^~*O!`=bIZ0(J*_W4($yESAhc&*-!4ZxEF0maYmoJi~pq0rRIC_5jgIf#R# z6JVk}q_2urUWEId@}=PhQ*sGG^%brtMV!t5;?j_!e-rIfXJN>p`cO)%kDP@6h#x7P z51=r??mhR~1A6#xM(FQPpM61QDwlbr6=aSxX0(#^YmiuD?IjE2lZ30M54~nN$$(%5 zPVJFwo};#AbSwJ^o3b4P4dhI<0wiLoAcqV#3<@Zs4`gR^tpQ069}@B1oUZ(gbP{1m zTy-!Cs9#P6x=l*Mf})(KxMKWw-kR5A6U_VdUj z^D{z$PdaZ!l}{DSvW^z1P=m)M>(&lOnC%!LkKD&OinMS3Egoc9v>j3u&R0Ney%~}t z(dC1Bqv|6WK)QLbP7G}hb|Ro9r}8}>KE)JFQLH~QhzNIjiN}e*^CKNYzntttwD}U; zY>z=s=|~$6Rh^1R1G(0TsET3S?1O2CqsLNN$esOz9_B)QTbpDpk(IOx9Cw zZ>|)7RxhBADyP{8%+1gz7B_ZTV$Nau|TT)w@x5AEbB_Pi2Sov_-jCAA{23M5a zbeXf=uA;<1K#O`3L9W9O1wOR~anC(6*yr85?6m^;wL*xbK_{W zs>t$=6J!6{LLIz0)UsGaJGl`405TEAB63D^cmQtiCq(LJG=n)j*r^=ycJw>5xWsXL zU>2Y(?!y*UnPlQ|`PHzFFWH(*^jwh=uj@_dQ5X@c?m%Gc{Y@eny7qfLvml6uW3ObV zURS&nbA?hi0c;1=%p*xjJWx>YPB_Ut>S?B8jQ$o6b8WxrC^KvM!u5?V+&NVGA+~nl zqf+_;&QC8gTrriuJisjDXS|3pOKlJ)ZFG#|4W$L^v3&v<{?p6l+l2|$hITf^*<_c= z*VYp8+ys)(uDzpTUw=yVB>$!6@dvv8M|{*Hf*H^h&oEcI7)k& zz!LTR{*K5rTKkSBU~)2jt2347pkjm~$aC-WuXXL8MmzYq=uf48)@!APKU8n49%;@}wmu*c4IQM4VeXC?hgR>^huUf{-Mo>xsx z9(9AR(HBfu@7&lT({_yF^lZOhCa;W{SH8(27>YIxkLS;$7Fu4k*e&azHSB($WL)FB z#25%d!?e;B6n7gjxmM?*(donkoQN=%M^bpqo(9h_w?5}|qS5KZjL108Mx~Vr^HydX zL5CjgDZVNnolrjq5$AE7A`IzFL~#Fy@Oi+x0&*8ZC}rHfP9V zdHx(=+>N9>^NF?mT?{i>05TS2=z{swLm>_@j%enGYyoV;C0oR@0<&hI)zE0pf0K-e4)2KSMa^LhBUx~pEfr(+}gWkvV{pinKehIm!Y3rw=HXxxO@aNe6^?4_E4>0^FnowwyPcvsyovkF*NH##sjs z@v2&Ujm6#q)Iq024Sz#sebFqt<13hNP7BJuq?{ZW+0{(>xt3H-R6K5CeU^d`4S&Av zp`~L%+(#@cs=d>mUrmg?)eGvU|0Trq2b@eEu7r=Eatvv zU(@%I$1H@!i%W|Br1<4$HBDn80@DU1Yrnvj3EtAT;Z@k@Sc^L5b(rQnQ$@doNnY&f z5cL5x>yeZ@{cgaGipVy8=D-*-eA!voPjE;ws-vs;=pNulpub5l0iZ)auxGYd-^VxX zx7}(%*CUa$<63L-So^}Sh*y}^`orA^ABjzR*p6&&1M&du)@O9Re)3d>ep!w$q2ZIi zQ=Kgw2;n@BiBhj^vhMPqDCm_5Ts*FyyG$}NJhGd2ewZ5mX-D?@JV{PTe_%sv=BMuw z!v3VchWg^LyUjQD=Cj~;ZOk97P@wTEk;Sy%W|`5mZ7W_YGdv2k-R#}=`+lg^-pI=J zM5pZ@I1p=-I^f^OdUTe12~0HxhO+8bb0j9K8IAlECgBXrScO&y=b+{oPn7d9uQ|zJ zmG21Jg!_wfCdI#z$#C=?FNe#je`7BazA*aWSEfy182_{Vf09x6r~aSHs6UM)r#7L; z@=^t=oZrujOEsEz+-y34FmZ_U8$J$K(O`r%FFB{Zeg;(3Ux13bM`#}dM-`Oi>7M`3 zRMZO44&_^*qP9U>sk;Qx$-GmV87%2{R-d+#uaV0l#iwHGZ?VJCC<5-}4+8F%&#M>Z z(01T3Q+SA_9;0vMwOO!x`T!_)TC_6xnT9kWW0f}oSj#`ZdjmPb5bg&KUWII%g&zT@ zSkx`YF?pGa6_IQqe7eL&NSV4^s1Z zegm{qZVlGTQh#}apw(&T=@CV!@9?FaO$wCGh5c;n-RvI`vRB>c-)dTE7a$9Asu$_z zOJsU34rJa-ANigjg}D#ofM}h;hL7`KDqU+;)C4x00cYrhK2SUAs6=h5F>?cwC7QmjcH8-6#iw?P z+aWdTKU3aB7Bc*iDDSfZ`8Q1J-R0H7b^Wcy5XlR`SSNY<(US><(7F$83SP51V)aw` zZ|O3f5%>vul3C?O39Kip>?UdB8>>5f)8d7PqW&dqwpGXm;FDYU5fH9*Ba^f=hq?8E z%3M(C?Trd0yQ}5LKOfAtfjFi+q~@B+D$}I^ojv_f z|Do{yKb2rxlcT!SJX5%IF`+`D=Ruv>p9mXB(ID1L@6w{A<2>=O;kKtsH>TiT6rZ zuUuj*)zK^j?)r}ws zPO9CUsVSQVM26xyV0CEL33w6Cw4{trBDjHsycTC2*y%iOXl^G|NdXr~FFR0)SpwB# zb)W<=8_2r=KUc|}S+KLzTw@(GeMhWWF7qr?T!jBi$U*b8W!gsoId;Kb&o|kiV``92 z7s&s)y@JY6ZkM2=Oj<06Yq zJnIB_&0K?|Wc)8|vr4+A2|{&yeD%|vI?3H`BQM-WFvTrstpDjOs7li*IhK2$ z?OEo$BYE7z0yAd^&YPA14u)}!9R%J)3jKWO6oduYG|?zd4T$-ef=ex$(7}2JtO5us z`+56PKpNW*@zW_Y%k%w3=RVh6gur1kOEE+Ui?i0)G}Y^D4+`i!?bgGJs3Dyq?cwP8 zV6`}bO)2=y0i8CMw5JW=MfRjAfp;zLfP=~*b0-y@{s;Rf^(;xv6rEDfF#_Y}qU9$> zB?{nff%e9O-)ecsCRk#Qi$4l<0XLWM%-{M_DN>7dufdEifPCXcE>_|P03%MHm3bYw ze!o%{_TUVD(*1NTH=MHq9^xc~Pq#Ci7a9Lia zi^9+L->7#38vB#&L~cP^aW$frt}!(EN;~04pAQ-PzVtGE^(D3dQlBnzGWIghINM|o z>`g+)ZEJzcvyLj^loznVT92IF4@Ta%{Ak(e3e~JhW-o-n02qbjUgqfyePKk{GpJ-D z@5{GxZ*Riy27Lx!vnu$S7nk&|m*mQj9=4x;BZYTmz!pH+Fk6SyfkiFd8gTB+u6#aN zy@LE&Bqub<0Otw=u^InteK2EJ(R5FuzwR;6KwU{(w;;*sYdx%4FnImY<^9Oj+^Sie zmxERC4#c`+n9w%Qab0b{f9;d7mtpJG*j~izDAZC3;wHW{a@N{ARY#Q-rkl^B&%p(C4rpz|Ng4~ z+oprNkOH%^9B{pFO*M^t-)tXuGe+}IbxsNZRa+@Julf6`*3;*AF>xat<~`RlESoOY zD)oesaj_qE*fNTnZ!gypUaEal1B()J7qB@<7M{1xi|hxxD{G|hpDixPkoWd$Cs0g5 zk~A`n99z)WzzxrF5E_oe{j&B{!GC4(iOP|6Lz=CQUlHeRE|GTm`{<1ZF9c4`J-K_Ir$g>Xa*fnSTccA zGG~M86yT2kDMSq=RkQKSppIGf$(3%ukvGusyIAeZ?INj|`b4n?w7Eh^-Q7AMGbgs3 zT1_!P!A)81cF+vs&jyjfXA@wNZ$|l=j3XIX;(SchGMo;HJw^tNyBrTICMPts6TAQJ zAT^q*kZE`jRMHAK>r!>Ft{5*(!kDgiuO;M$nl`Z)odIM#CAbf4b5g-)8|`Nn0N6ix zy{Ycc3zlG9eJ4ndi)x@I;`Kg`1uG8KkG^s5U`F;RXCTv!r$^bm2GqMWu%J&aAi#|o z1hsfF+dq`~9Ba|`VJa}8+tgP${uz2s=*4qv;cgZR2n?7*wTGyn#SwBC} z{UynUyws7d7O_OTwPAPiZ-7>);|A$qQ`3+EOd#@H7tr*|mM+%8{h$~o!RfOuL3n2k z4VihMpG1wEN+pcygyd?^#cAuDmKworzXrC6H4}-K1;|WH`-&cx34_LGCUq?slqo=X zJ^j-k*ov@Ac`shifv4=IvJB?HaecRGi($Swq&T13-w`JhWuN^H9|+_aEi;ljbL(&! zaB=E(@#tvJpBI($_DL+zvFMmBO=A60`>X=_^eY-%V`sNzLoA-&+>P;aow33rdjp} zM=hP0;uejs7A*3s~PyoqKR6~xW9}V$D1QV%eqCC z@yC<)09pV$(ztIa*o*395GzAq9dIhX`5!v86w<$SXp?m=Rx^UT9qRs` z<9zqH`ZRzjX>_ws;qco^oC>1p9uz~i5`u|wLyU$QkB#6DE7R4mV4>+C2_Q3Fa&+>+7?mqX zam=cYYn@e(%TI@?<`u;R02!#9a%~>PFkF!mgk%BbDT7RfhmFj8Yz!9$E$iocWy_1; z1@ABdq@&$glz+?7vH&;H&5zZ=X>8Ct<~0FDJ6W(trq7}BU3xbkanvAB=-=v?*hvZR z(}>)7PZ#rp(H;;7@L-jimdbdL$;Hx#ic~12Ej&OvuhTj!JbtP7kScS9YoJsU-r<=n zr+aDO-6)11|JNy?AwTsIqCc`a=wti`|05V`zzYEqfo=k{)a;i2anrRYcdwr6RxMF% zw{wxy%X=qGEuMpYcpB2GL|RV%3ou7g$fX0}=kXhjnygAfe%yWRmCu;=(Fa_Il3w&6 zCCjIRXftY}n@o2bznt{_+Y4Zq&Xi6#WS_3_-eN0{S!Z`ig&7z{OD1^!EyyZQ6`S+V|k3idyg49}FyLg(Lk)rVzt3aCuni84Z)k^jbUU2`*(wl4u+j^EhB@Z>w;uM1VV<6D7;0vGqewo0bW0sirW(7 z$B~6RfZBtAJRXLrhfW{dh_&QC6e%bnNclY(UUP#NOJ6pry(P^V z8YcY#o_xcrPA%7FtV{+f2ukqZI;@THqU3lv7`1W;VVhCb98DRNPGnP|e5t!G=Wx++JrxZ;=K+3WncyVF{1W2n^`u zoLoU(_9t7BV9oeijOy*OX2V7bg7R?o`{FGV(+ssi9Luu`GVBl4!L%eGPyxKR3yC$g zbK0r@78pIQVZLIe%{2Fl$W5uO*nEONMid9fV)C2G5+ zV=d}i*FO5IT4=US)2)?|!fVTd&i+mdIvGqy%NpMepOdJB&4HF;ga*H~GkDBS)rUd~ za10LHCwfaATY$HaNgPQzTLG5}(BEx-8m*x%PWbtx9z6Kw5nzr&s}kIP%j}z3K#xPu zNjUTqV+bl>gyojD2yA}F{371fkxTv+*fJ}TsW=smAv4^F+W@Eo_c863^u{@> z#$Gu00WA`vXxX}QCVbIToRm}pm-BTaY0UZwFurf20#*)|E8Vdg)4#!k;~8R6miq^I z0s2vTKmb=3|0#C0#GC&`Q3E+>e=UuL3EP*!$I=bT{&uI;2R|Yp1OgGu08y7tuMGiN zhE?`e={nNG={s!w_nH51t62_rlZ!p|8C{v>6tZbl&C(;`dJ0Y&;Ei2DM~{7qY=laz zN2_s3)Q8@_QfADljTdggz{+W2QJ%?U<6h=8zYL+?`bn(&Y~&aj@ki;d#~~yM`4bR0 z@zwwLErwp)2Z90SFGy(Ti*__|WsZ$~v(e+~o&da7YY zpjxcRBlbW%u>Ed+zY~EjJXh&!x>CC2$+K%~P@p;nPE_^gOP~%I!jaix+41SrJLTf+7&%g;@oYCX#E@YS=c+y8 zo^~T~u{c}Chkoab^gK;`?H?JfxdeXzxkq~_eXh}IHwA#RYv5=%9un#TjI6-VO40Aa z_EEg{!GX`p8VWr7ybgo*4YKtKgJK7Mtl%i|d4SeDBo0{=NNVXV7dw2Kd)gUPESVEHxy&gG(xjXtJ(z?%BjMrNJhi1%Fpn%OV z$KhYAXu1^mN$gawoHD&A!+omwOGCneW0@4sW9z@Pt#jUez0Wz2F2XnLKU)FT1{3%7 zjBTD(dCYbQsh-pOnX3qnO*0*}VA3+_=!qo=@W-=PPniw_Sx7+1PxBlb(1;e^`qt6u z+jE7VKPK1NahZEhLO9jaY8sbeUD;omS-1JcwY1PGXY-k9j5(|R>~RC)k%2b>%L5dN zGeeDaPExIIIu1Wbl#C;HzC`{zg8@k(3BeL8yZWCbA-n%93E4nOLhkp=y-bJT$|@OV zzFN{<|DPlw^B|a@$EJq>E|n`luo>hSpQZ-fOWxAcRe^4P#)|qlY>I-s8Gzlh4x2uJ zsh!XsjfGT(RQX9d6X8b2<70Q|>tFhb&&yyL#5wNaitXTgCf75N@WS0i7Ba7V=*+&H z_jrL`_wzfhH)6XY;sZu;5^JqF@D7Cpxfh5ITzJVB%%M`GMaPFX(*(44WoImBk)zY_ zk^VJJ**{FK**f>e^c|n0{eYobHW|}PzvqDcZFR?CVv#n)Zc^7ur44ICRgNo8}PMb0J~i}Kt4pXc*g5aBvE<#k{)l~tAG7(e@0MO&+O9t8o! zWjio!g1>VK1EJ)1H8YP;&}J8x1Y%*gZ@PP|HstZ%P5Rl?Pe#~Moy(cCtVLtr!SkKf zdyV2U@;TsMEGC*_f2u${8Pha#fkcUflIIURe%U%bS=M(ivBV&_;huo)yvl#_kV5)j z3WpbrUmO|1qlO4h>LI*X%uFfNvko5rOMwlqddrK}dCPn^KSB-g|IiYL$*+>lbLt|_ zUu4K!aiPuqQ8-wT{-+8DSx0=Tu?f=lcdjx)G?`X@2jNEY@O!|pjvMLo^apYa)k&H8 z&=VgXth3En?dc{p+mh6AE^P`PJS=tb+naB8pyG{h9D+GGe9#G1klRCY7Gw)x!*p6} zWz!hatzVBFsIO6ZiifTr=GagK!;{7Z+uTyRe?;4 zPLW@xR#wagahEwG*AvI)U5GreMn@Vu4gg{=6i&H|%v1RgH&$h*br;Iy#2D`Lhq-S> ztlzdo5X?!ZJq^&-FGCL)-Y{fJ6%sjl*LAk?RksEGHgKEnxQ}ZZ{+!Gjp@g`6dVNU+ zT20D(IHr1aU=AwlZ-C$?%{|v%(ScVy0p{j_g|^aV&`2sqRdBO7yPM}|kRUS`Ur%X7 zSC$Ymbo%_!PQEui5O*HL1%HoUy8jJG9U-T=S!&xxOL~tqpPD7z>i%JtCBSv(kOY36 z{}+KjZTdeW@awKD>GoEgh(4MF0^>=eqzg0{Y8w#lwhMus$Wf@&b&H{_*%fI2&ADG^ zfDvOyk$b3O?LO{WkHX0FV}jN=fJN5~&{mhyh&bmHlnmo@607Smmyfod{Dd!7d2p60h&<>>K0u;i|IIJyBK(x1B=Twh-#2*+M!=zTqcMqfZz+m> zq)s;6CeVSQeewQ8onF!|08+l1%TYpL5Q?yea{||0Da4l2Z(@^<|&s}{Ukp`MCdWTnTNOroem^I%tz*=^f*w|;^P4cQ| zl7Ktid4*Bg+7WTMMXMS|sv}4OB(z?}2u3mak4zSH;7OJK zSgHq^m=B)iW+b3E*v`nA{&HzrrWxq5LYM8BAId<3J!V z>pSB;-oLUVeb{|lz^iSe1=JUIPb~pIuxSjC)Z;(wSPk9bSl$PywG|T0m1mqmhOSn; zg)Lj^NZ-d2mty+pFjuc*N0895;p`deZI7@^&HH`n0W4ea(+hbGWN9tL?}GK(jIKB1|1JV*gMi=>l9) z1&F8~K#AW|gtGx4%E9ZgbK~6sJX3k?1As3-V5=uO~^*;nC;9F3^Ze)(bfR^%wUO%VkNtU z@CnJH3e}1ued{n1`oP%*TiLL^i?K*?AVPKuiI4H(2pm?{y{fQ(r6u2tg@VR2H6rei zJtwH1xB5}Bu4~5qS`_YMixiJVQd}iZr%yE}OeT8)W_4kYB_kXyMNf{gC_%J5i)GWDY^sRAm|So*6Ps5M(XJ}EJ>?OaVU&5@{Oh2 z^x7^VwIOkpDivN!G27u|&orBx2l+A<@o(4Jv=(S-g~D1+;Wkf>o_!?IjPvEl{PT35 z+Hv&KKcYeW!y*dUB@%V3I^ye!Whdfcv1{o&y=$3}V_@0`*~iRXxA7b#)Zc0~Hj`J# z^&}hs!g`8y>zFxrXgugtlE$Q<&Gg!Ow0#0*U|ytQr9|j+cupt{1$tOVCfGL#*M|ra zPQHI4wz3MgHI)JTVb%h{pCq(qK5TPEyA1oi?_jrnqWp&&oUe+F`jj=p^~H)Susaa~ zsz`0u-8F%VztW}eH~?|&1S<>*_8P@Z2}nO>kl9_f2AG|k-(H7=gO-$ukgOw@W9t*y z3Trqw6MsT?lGTzH48Qlyh7&*zHSiUwoaDpSx+(`n``Ce<=4=$cn&P z-(PIYn?XkSx@NB5+oHt2e01E5|GZOkx57YdPbLOIoFWXS#k?l$Gn1ianGIr-_dS4C zrL7YMt^l+=dPvkarG5a3nbjC1Y(MSNJ!`=4ZWD~=p28(qzJJ+=v<%b-JN~-Yze|yT zkJjUO-8m4p^e^V(C<9 zc*W+sLk~|;lFgFz%}vnvJsE$pM&Kb?|A$j7-gY$mhf}N=CjQ$s*OzlbGPJ?TN~CPu z#p&m23^SMOKh0oF+-X0k5-kGc=~4)UhRQ?UaX^j>$k}70yUXJOEW>N@Nviu@(dG1i zYcGfb-&=h)J^+!s?0oCeZ2)50;RRA5;G$wOtyuv~<Y1Snny=P{%OC!gp5X_$A)YLe+PD1uyzB&eiGL4LLDg47{vU|MY$w2N*4<(~5E zpEG1XEEXphb^Wp$AxtNIkAqU1{R%|mS&jx6FRy-z`0Dr?K;scx%v_SB%rQ`>`p=de&%P}uz6Aaw&>1nbC+c8bw;_1h ziX_Nx|K|i*sMvo(kezPAUz98N0bbda8aZ>a9#j4~uPih!-^rs5+ zbx$0ck~(7}SxKQQJndzcRA#?hZ{OYY?PyL$0Kd7m^XrGV!!a|Tt-Dl(uy;k)h&Em? z9o>V#dQM9TtE-J#Yu`s>15-WgtGkr_jB^*9ogKA>tjQj_vZXCJsnZA7Fp#oEX)nay zIll7H&AIX4#8Iw;*d)7slzVH251TFgFQxC$9<^stjs_F*a1Du*vJNm;iib9A4muka ztuN^&$R%A5;rzGV0&=6qBSV4t4MHe{KM44-sh(g>U0nW(Ij5y|9%e@%8APX_+LB8# zE0cmt0hxo6EMlh8)9o|q;WaGM(ZVIK>|u9S{*J~m3r0rcG-P88Q2vYgNdnc6Z}0#9 zD^udCY z%A>HJD&MYdgsf+NE@0f_^4kp|aE?OPNf1MmHTgmK%n4_g-SqLevippfy%WUH=E)&_ z7r(m`=g`}S7PwLXUs`0ercXHTx@jp%a|_dos^wZQod-S+CJa6)=O^|vBmTg9PWf|4 zcs`kp?-?sjHn!>2zRR0edNo*Ht0j;#+QsUY2m>e?K`awWI`s~oRQ>wpX6%|7_e6f*BALDyJtyk z!a^B0+lFyQGqCC$9B*e`;5uw8l(a@+%7iHi-ohXDjX<}p0*f_^=nADh*H#&!d$x$D zdoUN>Y`kt}{*%k3!O!l1YA+<(Wq#dMC_^DhPJC{>bk6nDINPLZ)xJm8KR}47??9YO z^)*NGtzFU>+h`b6-uq6OA6BFHLIHwu-dkntslqVh{f#DiNDz{0X z3{5!qze8N?!?x}}AR+KCS&}x;0UZ#wwyB9=QHz`T(1Uw-QKtbxN?qk5AjkMZ;xKX(;}z*w4@{!h zz*bTa_}eSpm(*&A@tP=n$;wt9hGz1Iq6p$#UiJnr?Bc8%LEsF11|PrcH(o@U(E~kj z3y`?S9lDT?(12#85_fU>*-g0REc@qGtGm0)_=0_+SwqJvNV4m={A`Jy&=J77r$xkr zNh?#m9D7o$y&Bq*I)*qSL_{+qeKMK1GX5Xh-a4$Recc~b7X~1L69g3nK}snRkZ=Nu zDAFR`0@5ux$)$n{h;%nfcQ*(EN_R+#G?Sck-*>q8KF|66?%7+ngxOPYf~Rm$YuuytW=UvDGhBUw`G9%VaQ_V3{kta%o^=(l zy`-y&>1#FHh~gIBOOI)4uzAT!MAL%boh%dEAo;v474j_1ZsQha3XN7)zaAzAg%nkB zsg;IK^T(#^FKH=5^>+NtFJJB7l9Sk8mW~j{1m0sN`MWO?M)z957fhAxro#==_G?MG ziV%8Cl2)}V7#7+EGDy_|t~QAGD>CHxaJjujx)0gl{oIF1XSj&2@ZLgQW)YV&tqeE9 zHUr?PQ0!VY+A{cJe{lDNK2Y=WEiHcW##jn{=YSaY+Z+nRJ12m6SA^1aOh`l;nYY>X1Sec5lH;nyD^I!XU zciA0pr&mAP3yiwY7MSW<=-zN1EM#ep*A<6N_MyzpJ}u@S5+RfAr<_^<%BC z2Y&8DyMG(>ai&#gZ`H$+Ad&#K%NKGY(nr4;FaKlt5Z#C54OZMPd zmQI2;%WqfXzxx9|_uvV9o)Ad>_5bw=M4m0Z`l-!jOZzXXTHlS$!ACG}{~BSpI0$s7 zhA>cU({tqg&y=_**WI~0tzeXf0Q%XsHfO8vpUD|MAkbO)QS%GlMO+~+2{;zS8k8~o z!Q%e!-!erUemRBn+_A4A`YjBA`2m~xp2ik|tp(ac@bPZ}gxmnSjYphz3j@>5@+|ex zrg21?6@?cfsg7wso*^#e1k4#EYi2EQ6>63I_<@pO(MHH=ks%NUkUn?vvA z{lEKH1dR7;YHI!a*=nJ!?6X-K{{CnMK~jMc+4Y{1r|sTdYOWE_qVmDSxDr2umay|i zmn4UhE~WxU#=ZrbZYp|H#B`?M)}s(K&HwUiAz$w09TE6stWO63y2a3OZSTy)Mj|8^ zAggjVjm&m_ltQ@e(4b%X&b`-&&luIQpz>_@w{yJz;n$6`ghPM)?Eb zyZmC_H3i+61|#lUh$3z0VA;(A$zE9lQ}}T3VGudAeB}hqRoo>Z*NSk6S^5s!p%u(D zjS&V}1P}+m3|oD@It{E2w$zOJ`s|5o6qS^?=HF5`jpt&aWgz{T7JdRLi05a*+d}R*uR4rN&GkeU3 z%iK3PW~*HGB0gNb8v(l85%j@&x1Ko?$^sV@)fynv5%{DG1AEX2dfdPCIc~q+6aq6& zt(GxlUU8WZr=)`EPr2QqvEcTPznT%efeSoaVn-bLGtd2Sg;L6l$`AIAld2-3$IY~c z3(l)ZJ!G2;U2ow(^?{c%TH>)2MG`Lz*kg(W?mOMwO)6h1Yp&S->77Ly^Up-6e{NYkNi-Kuv@vKSsF)QoZ;x$T4w=42Fep6q{Hg>*6T zo-hYk?qKy=`Y1{PJqq)`J8dBCiVy;r=)#Dw_XN;}o4d})Jf4AH&jiuZ=iNf$V3;K@ zRlj5nrr|wp4R0&b|GH>Hw1XBg5N2IGmkXa>z#U=L2Oex+tFol$GAv%V~2`lYgsAFFI&gifr`a$4l(1lHGI z;{f_x8$=q=%tG`yA8T|W)0X%uH;Tf{DRg%S)`D7m55Q;NaaKnlD<~7G(eEev{Y3o# z+DQTUWLZ`us%;`9H~7S+iaH!m9gkDo3{_akjQWtPdZM1{gq5H^Fp@sFp8_Lc(ZBBJ zK{84gK@}^61|X+<{^jq$o{Oz}7SBzh`uQ45Nry0@3J*!gD=kCnh2hftN+I2b_oyQY zw$e|PZ=TWqR5wmdT(E#;Q}pUJIQvU@I;r2=Hi5G*ck>;wDv^mEnCQqc-?}kg4W1#2 z4`{hY?|-4~!ob#2k@D{Nn{oO*XWKjXQ`I}ul__RGX}2X2%kq$H?s2l%3Hf_q(~)sQba5A?lw5vnjG%5yOo7LQfrUPMPXjPR1`OS zjOS!{k}SR^;N4TU5Dhz({HB}f1LY)H9z~CPlzJ@AWYgo5(X9}GeSgbyR;9kkkOA&3= zmBQ~i=+BF_=+ZrY+;Wq{;}LB_5;?WPr?e#F^oGNsgp{Xg4?Alz_TYNxK-@G)+vt_Np=mh<#L-u$@*4i3cv=naZF`=!+q5f## z;8eYr`8F2|g@^+K;1BlRm#2)LP;JuX1(C>&j-}-yETOsU-N1qMGm=Ki0XMCMSQe}# zTIveZd4#pOXzGHM^t1mA<;(?>ylWccUQ_fqptEn$6fGv!`3{*CM+=m(ps@nWnH~~& z8*V(oOZLn{b_>eYrx#V?2k2{q`{ghv6~g8-8n$F5UJR;T#JhIv_?dghPLTY4>_7jd zS?s+LkJr@BD=+1?8^srZG+Jzeow_-GzMa{^Mc=C3H6+F+IL-pnr#7;YSnU&?aVYw{ z+g4%j23F&7nBYi0>!iTX(zI-z_^ot30rtH3(E*YhZwYB6& zYxtDL1dERL2%nb=I9(0sI!92GR9fB=`?dvlhp3(; zU09I5Ceg2FWN7b3LI~Xm7p*{FbAI}rsT$ieA!$)#NTTmM9(&RH)GHbsjF z8xOZayQ!;B$Ngqn!YAHO#5gU@rHe&Wb8XD{Gh+EUWtBN%2t1hy`+{j}Zs+EP- zetnte(YDpifkv5`nQqz7uWDtM$_f4Pck!WrVm}^N_YASHefTlt78YoJE|F|ofwB9a zXc@Gpk%^Y0eArmQ9k}h7OrXRaUihB>(V(2;d^CP1OXZ*m69XYOZ!@UxOlRC+G!!=2 z!NPR&5r9VKvyBe@d8I~Yygb)4+PG{J8?Ar5JpCx)zQ_G4n8K@)agIOR_wXE^AOFsQ zKRKcP zvFG07U8blmxMWn&B`C(b4a4*8QHiJ!#W*k@C@`$6blmV-`a(&%&-C0XMv0N5!X0?OtR~Qs);(2q*{rA>xZ7VBfdX8$ zlA0Vd56sa|bzT6nE`lU%c}xHR9oZNF&`SYI<96(8{rvK;>#_szHwr6RgQq?07oje7 zg2Lxx+T?v{s=eokgH2G(j8E+j8%T4qK%@LH-33msVMt!x-$Qt0K9oFJhNCO>z+j(& zGW|zj)kda8DIgV$&Wi{=`PGau^z<(Gv8|UR{Cad0F{TZT3L(VqVpRbXY!A0%dW#;2HrzjeCB<29-0Fg_ig;A7%Fh z79Mm7jES;6Cbs}F4vf4#dNR|LVj$9Wapc^#G=3Hoo;j9xN`8b>VockO|E4h@pMdQS_e zBgjW)Y(H+&S#lA(K|-39{Du_I2-(OC=DO9$hr3I&WC>f)1H3>40Xjad`EbN+vRgcwqOb2dl!I50L?7CGhxC02|3uvS5L03}&N{z*e?G@+KN23T-Cz-sMP zAXXMw7^8K*7$?l6$50Lf;2Pc64^(%Ost-%~S)BMdvOB6K*6;~8Ox9%Fb_18!Kt(dk zC+ah48Til7;3*?^ebcFeSghUbz=Q7hmy&;+olJRFlHT~+>{cp`cXSYeU zL01squmB+H3N0VjXgF{TIY^KWW%>9E=uGSpmWJHLp^m*la1)X7C$W8(1f2iL{&psj45)7^wOz>nV?umE+DJ@hBZ)Uoci5bo+2B(>0zJ_3yp z_HgB`kVCdJ%rY!_hAm&`uQbv`o+Km}nX*L`hGn`R_!^SuZqkf{hD+tv>60hZ97;fv zQsE$bh2D}(!XqQ(;*+GRIgJ3ZzmrQt7Yn+j{gXxTZ-TZ^myy_NO7c}H$UOE6t$|Q= z*QJF{#2F?~3!TNmdeIsV;~vu1G}8o9rY?&0YtyaPBJE<1QmZvQ|;4T3=%t|&mgP9H2riJGDj;7YLH6Q zK+cu4A@xHw+`vl)LVMu~vX;T0J6ZbuM2ZpBpg zK9sQhX8cdkDov9emdXnTH6(>?-n$QqGpDYNE{Gd9qp__VhOf0y85GLmBF-SXZ7bb(%k{+e!Yur$+y`WlmO-&`$@!YS)w+9on_c4ll_W!}2T_;Qi@tK8AOb#!v9jguXC< z0=kEL=kSWY>r+xc-GMX}YlM0vKjAM*b;^?!P?#^jbJ} zf}7^=uQd_R61#Np==KA?7b**O(Of$L_B+;K!t??%D?Lu<)uFVgR8VJ|x_=Z`ADDq= ztfl^(qRF_<-f))phzQ5CKi{PtpYR54v3-jY52XX`{LGOig5)@cY5~fpND$&i-nD0Y zawvL?jpgK@|IA}A#qqCQ$q2f*^XIGKzur$~*s*vowbjW^+yBM?@Sm&WULqdJIYsgJ z`~S7au3gK4eOwMhwm~;VVD$VTDuz$UdIm`M7hJ0W9#kw$iQ)hKW9BH67*;F4&pZCQ zhd3Ox;E%mSVqJHQ>=7~XV~ZsB*!@YyERAwIbD+?h?{BY`+AV$xlzst{ofi`gKGq-s z|5mv4sfmjieD>C|*ht$^xI;mQzRaC47f~EO zt!`Yj@dEnHo&0q;XzW4lr`~$06SClMhF8l;^VK6HCKo6TmVmY1UVJ_CQ<0-vbuo%X zs=rmd&o-isXMR{iKU{AZ#&<3~rKq!iOA(A?7}(YL*R-N$I9$2!yZq^e~?}f zur}Dl@}a+Ajq%RG-qx=?*RMA4>OR%>lF!7CjxDF&anCFT#CiB zt;BBI4~jtzx@{9Z#7}H&6r6!AI56xfbpk<3DfRx3)6!Ie#ORfK_J|&3@%GLi92+l> z&Torz;037Tf6M;?)9;JDrO?e_+T~=0DN9wH77Ir}+OQyM4eS=D_@|VYR3oY0xU-2B zfxBTjSnib|G!<#8Q94@FPpoWvOw1E7;@C2WYRF7h{e-ZGG>A8Jhukf5>W_KT6*O$* zK}}YQ5HK%yg0uGoB+`=#%wWD?q8VGW=PwI7m$><@V1cl+J^#@E?sWW_usb0vopERu zkhg!&H}GDT_hgk?8Bu*ZmSVjHqEfrDz0s{>9iu9L_N zqa3Q&kAqvlB~VJ^I{RzP+Z!LAS$31*O&%As-Ur&0lgxW4`wJtZT?Jk3SnYx3xp!H*=5lt=K(}`*9bKyTr~r^_qf_OXkmIVXQ^2$@TUT z$X5PLM0uyh`}Bs82pY0j>dVCV|DbF2yLW8-*@>WffjOwM)P~O&?5sBbr9Zs>SH%Lt zwF7l(?>_M=APyhgKdtVgc|Lqb6n~zlpyU2)3#JU!*UoN%DIqcj8G+gIV2Skf@C!9` zXf3jpsU6#21IDJ(HkpzYf_Dy3<&<4ya^5MxL-LMv7HZ}DPfLynHCOy1KEvR3@y)rb z^G616!DTq|%xSs6>(_t(3sli{tk>2c0c0*<%*tAOl$qCbbF}%LaJB8?V6V46B;GF^ zf_-iooJ85rTz%2F$Ly~nxQqgvz)RpsD{Ir3Y=W08AUCC)f=TiftwD6jUtlT%V0R50n~)77M1C z=&;5>$zf2VP$b{Z>rm^1<8FD!eFuq?MJ~8osXttSu4+xt`aMyCf(Hip_R#Evpx|^V;psxH)5KH@ld0)YcDV`}Eg^<;TTrpj+*vZ-M2K#)=lEx@ zxfL-@Ztw4`jX-~kMZ}&wFDAbwxU{Hd8G1a_oR#DRGVB_G$m6r_7$6Cv&Cp9hMDmp-3NaM{CYq2~?Kb)51;y zbU>6(H;SB$f-W_$PLAqMLS2ZK^N5YPttak%8#X{3b|ClTk*hc^BXPMIIl`eWJ9@!C zp@)g;56%e9>He9pOuo1VCuOsBDU1c9>tM`VxTY(;`=N6W%Aaix!zgH3R>o=wK4uku zT*e{XQ`5Ax<++TtIjTa^Ah}kFBHwsZi+<*5$XcRuEVEd<=oFd@RF*(IR9> z@ruL(=f`06(w!A%QSnYNVo1OQ_Os#-(*@mNxFYX_Bp$Pq67)ke`06nog+j@!ek*ss z4XO#5bu5Vr?aGQ-sVlQBJ9!iai4EHTn>sY}5Ip)NoC&&8?{~6tzPSKyQp!Xa&m|}NZU8dZS;bp|>hbD_fF?YUc zpo-WG6sDJmB7gJZ?3(-wt=1}{eviT%45)KpM+xeXB@lcUD|K?4l%~82;z8k*4SO(a z(+VsLLH5GA#rwUNKPR{alzf|r zsN&hU%C1&oshz;<0$|6g$wQr+__1_lgi=njwOwFAyfGV{nyDj$c?Q6t0V(WhG z&!>GUm?yC}r;H}PIcoM}_cY?&3aQtNV@2}E?Uhoi8S_Fo*;KMf8KrGdQdsm=fTYK; z{FL8OP%s-qg0-l5xmhrrNtJIfpW5^ql^3 zd-%a`r}A-`C?@%3E{7o8F&IV_JJ5K#pGOfjO}9l;Ze)OPQFB1&1Q|vz;PDDrM669bgqE5t5oZOH ziM_o?`?|Gk2bP*`!mA#5s`@w^M%UeMfjWGFJj}tJjAZ2EyxMbiE@0S$N)JrtJov_5 z6I0>uAxwYZpkZ#EO6(dWOZ>GV}nCrDgU_!=pZvFp^v(><9JBH?(RRx;+= z2N9gn{&`UA)Hro?9q!D2^mUGKm&Z|E=JDjWxr2S*@%^LYbMZjSTa7kvef_|4s}NE736#qrK-+eQ_wWXfRE_(`!`0TGK#-9XWHav*BRs zo)96kc!QKE>5@C1;AUka_sw=whK_t|k&Wjg%e^hJgWSIUWuc<=Py60s-fc0m$^@sw z`L?y?)VG-z;%zOpX6i;g>xS|RC%L;%t?(26E4SV(tb>s8M%2cz&z7h`a=3frpI}~o zF`t!|V!J{cxszQTlpMGY{x+c{;9h}K9&_Jc*zC>EFvxakD`wYzgU2}Tn}w5HcLQ;4 zRSfv3wyJ1iP#nv&fMc<)JW6Sr6tGAPR>W+6D=vRCJ>2hJu(eJzh{tbG*lFE4;!AYowW6;kQ6 z4?6L(F4F@-AU$CvA-XY{R(A*G&_w8ir&f5&Q}w+^trv_E$ILq4XGV+neTPEGc|g%K zo=$KN@+gNBG%-y9V#jo83JVz!>HYF~xwRCRIFjMr)guIriqFrkz%`NEPWfMpPf%ul zpMd82PSta`*ByH}Nmk2F9QavLGy8d(+9=0^)wC}90Kd;H#LZJsag)tvQ}x{alGXzg%df5-^c-&WaTRzs={^rq@?yO%btd? z7G@7;=k4%VQErn|B(&t`9%Qs7EdN)Gx9&MCs{789$D4QH$Yw+n3x^jSE5}td+nYds2%d=Pb zekU>q?Wyj#9^fND%pqQ=8$6R*lAMbujnew?>|}+{@u=#e7y&xfG!77Xt_od z`Si}9;m22+)R;;CPJXBohX_ZFqQ%fm+97DU#xIGInj<~bnfE<D}`58 zFJWSggY-t03G9uXrlA&MA=#O`@??AbDMM~W3wn0$5GMc0Y@=j%%KSrYE8W$R>-aHO zO0FaT#5bH>=a23Aov#6tTyGW|jfbaFyoo&uBi(}3P9eb7%F*cYRq^XidPR=>jV z`t@o_AufrtjM>uU=VYj+Bxj$;C<`yMY|I-}TwN=oNE-5;7bo;k){Ze=n$ngU_t!%S zg%?LUME7QJdQwA`YND0c7g<3W5&o6~bCsY!wz6MAI790Y7b++gbBx;!I`xXO{l4jH#yH$o0`S-pX!Oag#fzo1kmmDrQP5Oy+!|)BDM`VMxeVZY-LvFghf;FnpszdJtQ<@7g}7+4n-swEL6TW9Hnd3i;-B zp>i_L$iFJHCo9@?H7KxhF>@;IBcB9km-#sFDlPKOrBw%R2(gEIjG2WrT=+dJ!<+DB z8R6+K)PpBgMit4*p43LZAa@)jaFb_MlopDMuzaF@f*1_I*u4T68A;8>)D06ZkPdik zh-DTR56CZV3@ALMo%D43N%^u!zpK8w=OAi+^;aMlYL7b0E2`ko%e*4Mw)0E00Mk6b_qIxVJ znkaSD5SI~-By;&5rQ7xhCHp@%{c2UuPrfVAN0~p>T5vn;yz8QroU0Q<)g44n{QJ#6 zh(f+6{WaNvXM0w1wM9q}nWpK+=f8-9)^q4&l=b0j#*L6yzM(P?5*y82|0~gRE+{F- zTz~aey?AIp2Wf4XsIccoOLr*#z034h|#{%POx`GbtNM&Zb zo&Wfp>#8;%2W=U$wck=XrclHhxeNpLrdeQ2M2{KIv$qRYO0aOj zs*Q3gl@t{$v7ig5TG!Ib+z@1u{WXg{ASGV>Kzw`B1PG|E?KN(5UH6%(0o)$WZ0F>8}k}^~F)I=o3Bk z7Dnd_4ax`k(hQ=tv}bjj<*+7w2j*jh^%u!>GgjT>7iB>D@ruScvymiKOCo(>sd6rD8t_x1!# zoK%|WbEP7ajxOCBjlZB@)q@HBb$AT~5sVI=(Os4wX!K?)d)#o@STsR z)sjI>2h>IILu#dZHCoD((6)`t)BRPO+|;*u7kXf#w73M$DqgjAZ>E?_LuaHsUFpZ9Xa&WscZNi0Ca9otBJV}q@?=#53@w4N=QA2wo=d&Z?15%elIhxe z@+>tcO^3%* zOOJIe=FYTRkG{Zzag@64>Dfv)xCwQ)*(wLsD!(aOY`keIu^>v}1=0|1YGhT>xrips z8I)SNFXu09Wvo#Y30VECo3-!~7wOvwdz%v*JW3gfj3|a$_nb1iHoK>@MTPR0gd*?y zBnDWE?W7B6$-ixxzhSq;EYoMLq&HCnIYXjis~yXo-aquGf|WK$>!woWsSifp|DMqI z%!N;tNp)lbmvPb0Jqisa0Wk8aVmqb}+0O zFth3Poz@oOFHWSpDysY6yKD;!Ns>Ia5H9!n#WsteuyK8Grjkt!l;*!t<~s%!gd8#Q zD^dE?Q>7MP8m91jGsv`>b^9}>GMu{XYa@po&Sv1yL5mP>nlgGWJ2|9>PIk1DZ8C zb@beA&)f&`(fIs<|DXa@Nv68h9;h!>w3TVnxpQ$^IB#Z{Ks5W8uWA4M?8`Y7HBI7} z5AQ=$zoP4gGA8-5*UAF!1oOCNHN-M!W-IPY9C!)Mbei`aD7BVlZ93;#_2Y&M@6?*W z%>Q6wxYYW~WWv_&-3Q}87e5}geg1<(yaZ)PFdkPEdQW^*h%W3YQ}N1I+bKjXLFnOz za;taC2z3xn$ONFIDUG$H$va+BXdUubyT`r`t$KPN`meMtAY`qTAUo)UOFNo9rVO}yL!G#ThGT-@knTv-UWD0;ixv-!@jM|%@B+{YgeULARG}aYoR@S(TTS`^!w1C3RT-547$=yHDfEJ z(;^FO@bZ?bjr(k=X1pIMHCyvY%e=BbAYx3P8k1VJ!@T(~O#Hv#?Eh<+cu$RHC0L@8 zfzsb~zekj6x6BqxzOe*lq^;Zb7itjZu+D%d`?xtMQ@#yp&SD-5XV3wZTF`xWFJ2Zy zR?FK6;1fSW@QPI$4F>@3#d3{I0+C8Z%qM;psaM|s#^_G-Ak%PUFH&wO25JQf)NLsX4Xe_u!lr0+lT57GfoX-$~4#loZY?F%sje(Zew}#gYDjI*Qx%p&A)5Cn@nQrI1vSe)?H&Jwxahu zG5XXB`4&@`WOOt=*m^{r)b|9|nG!KRYJD$O9dBYnNMsD&w%x`rpwkaY;aD(nAWvCB zJoLQp(7zaT-CG<1Ma$wB@izv^(*my2@?F_Fm|mIa_=vSz8KolnRyCqjGXcB)`jt#t zeFv^Ev3HEmp7;A<4=&-Z0&lJ3?DZeKIh(6S;Yj9Q=YrG`1Hr_77@FJQfo;3q?-D%Tw*{EZ*HJtP7Rq*pN2SYSXx{o%Vq{8FgIHr9o z4#Eeeb6+2=wS@+0#e5Xz2=qKf@9IY(?78|pEjj82UPf()>ZN7~evBP5o5q6S?xo`6JiqZzE?N;oZGp~~wu>01DxPh*S|7iDNrrtFm(Gv(3MG9Z>=6he2e z(7r5UHXo+2{#(L}S1~=@eZ~^h(d_Xlca6?vEd668n5@Aju_c%=aXBA|h|dVsGug?z zdSWJ&m?>p^g$zcJ6;Yw#RAepj>Mz&cVA-Zy_~I z`Jhv|s^k7;i+0=)cg$GK#1xBwCflLu&O*e7OW#4Lt;UR1)j*gD24FSZbK@gjf4pTQ zR>AD4X-2ck$=}mi@0rkbn0NY`Yo#@*>Mm1ks0dxTDU$5Yfa;LPO=#0U2(kYHW!X+g z&=ekZaF4`j-~DUN{BkAAYgH-KxC=@7-zCSTHolbCrim-3<;0R_<@C7(GfFPr@QfjQ zg(f4L?zQW4VLqPPWQP!4VA@e-fty!p%L`#vvWVCMLfo=B>X}!f2xFq8_9*ueLG&JI zZwk(sXr`GC+T)^<^Hnw?LlrP1fxO*yibmKpgDRNGny8FDylld^iFyBU^c14HNY25c z2B2$DVUNCRZ-+8yB0Hr%iq<3Wp(5CE(YbI0V}9ej!JWWaMPc28t2hL~_mT}_Q*A{D zWtFZEIY#v-I^{T2xAHHm^xIZKq`Z0JOjgChd`mDB20$s53W_ryf6w#3_vl2XCU2P4 zu#}Q1RDx|ijB8gyQZ1R8dLl}{O~kni;PgL|gj~cU=Q$x(TT}0Ie1etknGSX0642#5 z*wt18@p1{2Smg%xiVjDHy^_7MiqD_eJa_@6Ag_l?!|yAMV=tTV3$iQD(Bl}cv5Qsj zv|8L&*aJwg9AQz*eb;C2xeU)S4899f2nx=AnM@b6`UUy9ENs7McFSf8qZmj>KkqsF z0Vo5@G?G`ylFC@aE1KqCLp8fWlLPba{$v`}m%qQ-C>el&gwLQ9kIoIjQ@tKq(jO@! zxKpPAM)9ntMG0VL@$!y%9PA^({T)cpn_X8av5Y5HG5exm*a>C=V^pO;(EE26=l}V? z?>GjW70P1*qm!`ZN3vZv(j8u;&A`SJP^jt)OXarqzooysJ}0fsXV4b){qkzJ!5Mj} z&v?3JI^M)DA(y=r+!#v{UK9Z14-@W3d+)aG0^yYkL!<7Ta_i|I^4RWKLn=+CS}}V> zy2Sdae?I!lqI*apjWo?LXo<%G6C5IcQ+M$XKIJc-j@heYwKaD*e9oTu!#DBY$eVs2 zKBMOH{0aZ}|K%}wXrRZag*|NOV8BPB0G5FJycrAdWvSE$|NH;!YsgPSHm8-xk>D6` z)5zbB-+uH5FDmW=iQyQ*?m&+Q8t@EtP}mLw%VP;dDy0$Y5b2X;4#=ZD0(GcCwdX=< zEMeAHJ3pey+R%|F9eVvMDr5iJE8N+}3X zxfTbwml2BJ0Rn6cLzR#1>emZVX#il+SUM`8N)+3L4?$GFpSWEkA-TtU@pH<$Vr?=c z+3n~6=p`=Y{(9GH4-~ez+Qb|;=ByGO_$M3Y>{sN}s&6jf`{%OVN)G0{#io^aU&Shh$$w`Cc=*7S#>)mI=g*t)(Cbo^l=p5YFzkHH4_ zJr!FwVKQ&%qN*CfjAbE89Gv)n+p26 zhg*eZsrF8Vmqksok;$j;n-wJEq0EArC(|q%F;p@;DKL@p_pvq2<1Be_I;NgM49So@ zhhMzAvHfYD^XHNh9x?pMMpOi3dAB?hxSR_tK?$UR_vMyIrLzoEVt!MYv_W=X@Iz_{fQB(=(YvnKhI$icJ z%9J^rze~V&u|WWyp8ijio)i2wvp+N;favH8#+OQ97zP3A(C7_=q+*^yDq`|MDx&hO zDnYY(sqyW>z;RJgS=%E;b7~ok*|VKM<%2U7+L*5ck=fzG~yArAt7Mb~|+50`WP2W;bZm8A4=r60!M)5A`(V z%iEgdW3gDUPp)fZ))|IJ;9w-y6VspQ9#pDAgdnjLV4<<<^be{VWG9x0h8Jk=&;5+9M#2@|;nEs!z{Z@2<-0 zv%TwbW1(R7Xovee2xddc)@ozyh&IIucuQ*QMG@9j5A|-K(u~-#TjJbkxwAL6Sd7~5 zoA6@CNL89u%2%-n?QVVR)dFzpSKXN1F=^3nVU}6~w8W7c&z)6~NkBpdu=j54@hAp` zQ~triI(CBoOo7_^>wOCP(KX}qFQKoin|u4S$9r0q2p? zD<(+mC$WdND?q}_?IdIoatQ2RXw*SGd()Q?!!7G}#7&fJTEWe$ub zBoxEFx&sEX#x#;`Wo;x7z z6DTn*d*Dm)dVT?-H*53sBVVdT0nZ!v6Odbb#~wwH=914fdXCj1)ueBeZo!X-={v~f z#s%=2nxh*SeC_AA5Oy|%75#YHdiUU(dCUdCgk~ylHR;ARNpRu7*P{fPVXU#KbS8x2 zQuG*1 z9`h8yjODuX`p*&;Y(`uFKl=Fy@w{pXCN%jm##Qom=E>Gr$rBwN$WW?*qDTw7XS{pE zA{>k&EP5Vdeg?f&zT3U-LShip&qvLzI?a&1*@Y~F{FW!ixUw$mTfa_)3zX}K;L{Eq zfsa&=9=z_;F~qdKuA-FWW%A9Qa(}H&{b!12KSoH>pf|i3h42H%tsh%j1A~Uo!#8+N z6d)D;W_r)O^+O;@bk}>&)9vGb3A#DCdUP;$w3COsql*a^T2D*PDL;M1^6!8V@ZM4C zVUB6{TaC?FRH>%Bj7Fx{mMQaZ+#OJwVn1lCv{Rpy5-73A`s`}!2=&sm8}9mRCe#A& z7L9r`ufZ_{6>5UgbfXo_sh6PHutZ!E*4xY{jh^T{@ccs860lXQqnH(YQ>oQ4*G}qr z(oBg%GtRv~+J2PJ5xLy=l|Q;a6xck08aFY+qFQMiZvs0kC?ti1l zl7szq{os|mb{Pi7%Z2vzw?i0ZG2wDd6Lf)=QaU>Mq|&@Ki;$wId5^h05MYw!1%)Im zJmSK-zmc19Y!g=>Bu{jXQS58C$uN}h3H57YIX zR|WfUd?rHllcP{|Irj%tQLGE=aF7lTUc~XwWLCZCuNahAt4yeRKBZ!QrO;WckuPjx z*)wA*py2?aXnh|e*`+>P1xRb>7^;2tkLs3>XXw5jHw!uoefl`BVt9|c=GDNQKACWz z{tay|S4>w{*?bx}I?Vg^qdhjc>~O>M%aZ!wP?IIc+uQMA4AHY{y6aQR8ja15uIVWCl2$e$pisIySpqGO{1wNH)Mrd zIuL|oHaBRi)^aT6Z(+j7WPbe4%SI}FD%W?1&K{`i`fxjMTl;9OCHpPLE94(VXgiN9 zdyN<@&LBcF55_)w115&zBG`oF%dLGewykSX#8_6lSOcf2Dy5#c8EEf~>b|+)sMjh- zF~BPjv^!|0M%e>Ra`afB$m^S-{bMIXDhF@p$zhimJ(8&|0EJY?VLcm__;d`Z0~xP1F@TTgoNyJIZD^QTz~Dx^1<6QC+s#N5{wE;PW(C zYlnj$!y})#nvhe8EvvEC)9c742xH#RO26&&XQFBD9YqFHqv;Sj$e0Re{eoKTY5Y39`ppNl9S=P*(QEbdzR5Gani0!Fg(IrdBfJVP z&gmaG(VFmKbsZ4<3W`ICzujt1Qj~y3ht~P($P70zXe^jgI30idYc%v9m00(pku`c; zT?p0etN!H@wE}~1f>j-bqrv;Jd08nzWwg&e9gtO`wYo=HD zdnS92jp7YE>QXn>MU?0G3BSs=?>$=22lhMCow|mhMG5a`?=N z*NV|2^x=4dfJ|>@lLeR$msp8?R|R(uqwa*Nt@++&A8H{%$0ABn;TzAb3X?2jq2G+n zex&U{AM$iS5YriGX^B`S=#c6;Kedqi0z*#{tt`cydc(lA$(uf?T;F3Hma6^2> zAl~=O*3?oggli`IEk=yYQ()l8`%y|e7Wl<@sftbN25L`)>*lZ2u^#6an7 z}C(K$)&%DlN^Y!Yza|KZNYG-A)f+m5Pn)A2cbc1p!Zk4 zfFn&L5{8-TroS7@9dMYGyY*+P@=x?RB7^U}brFj?w#%EvU;r{ZY7X8XO69C2Z{lBo zitXDgd$aNTnyW3KReN6CX$xw=!>{)A6~BlBeU$ijq<9Mv4utWf8IpRr1o+kJiMt0m zY=kqCKS??9XMTok4ZE8u=6k-AG6`(%mf}-O^GjCEXz1-7PIG-9tztUD74^?fW@zeP^9> zUf#9lj{#;4Gk5HLUDvNlwC1fqe^m-duD8*3n^kI_a@u9>I+j)$l7hx7qo9U-<*_Cc zQN(KxsU24(8B#??2f=WCa>bJZu?wcz6!v;pf7Yw}T6g~vP<3kX8felwdDn)Tc+d5x z>#A2R*WK`0O=Q@zmGlU~d;ou~|2SFRA$4s=kL@$9jaGjX9-$%Bmc`M*(A;QmfvX2r zGe1=MUbDS2-w<+wq{Hf5K!(hw%2RRrNuw)0ZoE9+ zxF*8XriL$0XyWi&c_=-lN_+vOEvAtxhIxgA1%D&ouLm;hd0?x9gKLd*4%)N8_FSoH z?Avb(dGaJ6J)}o$^((0FGOsOcuosj~;J$)k>cs}IaJ(+Mc_EaM;Ol2Xm2CIv{EhK2 za2C}2I7K2|ww~zJ-1(ykC>}hbgx>;oX4~P^!(qrTzHudpZjP~WS1E$g;A1;(KQ@d5 zCE&}(6&sU(B3_AcO%Zy(c?Uh7<9inG5&o!n_9`G*o3@$%%OYi`yVLyWn=2R*h#yqz z0bgH2zW9a;<`qb!8XZug6la_gTUe$B#+1YQAntZZIKSWFOH)=Hq*80{QMaM*S^%XV z*zsLV4Qbs@njvOGqQ>8u4S5IpRlLKOY#W-Xdo%cbx>ZN?>b9&+!+)(*Io-uK5Z-c4 zkCae?-kq_=f_6nhr&32BTGv+Yc^4q}{^OsrOLXy8Zc}rww;RD`IM32Uv?`vp12Puo zfo;fB#Oa_X$Nw`yz*29s!VE|Ry9&*=PyT|#xyfyQ{2dObAINgjG5C!g$BO0-wh*!m z{Y}q3FdT6L5$XlD!g`1uXV`@Jm&IC~p6qUiq z4Ggn4>)GcdT-9ZY3+!faUuqjg1{7e)^Rm<#m@`;}0zS7tTAUdNBQr!X`B{x%%(GV= z4d#j;TBn+TwPKIlPG+*XE(+iyn4!^S>(k(ups_TpL7xQs{(!JtDMPLgo62o_9mnZ$vymSkc}^$M*6r zx(mVdNNDQee+#IQJ3lY`h1aA8NbSQ?*F3vrGV4b`NXIHF=hD4bz*O(xQ1(ED1N#YW z_%@TtA$RavKV5Uw8A!g~yUAR=RBb!101tSA5y8Ty=M1yb`WfO+l9J`S*DZQg>A z-{1?mG=4s*IzqSHN`BfwQ6I<<=1AD=SgVv|Z9&@|5MF?o6|oB>7m88Y#shyl0+GXl zPE$&PiD|$Be2O^G&V8hjrnU$!kG~vQDymNmcM3EbVx=2wKnwP;7k8+hlqCQGi!!Hx z7W>?Muzy#p*rURUoXHUy+;p|SUsF5=pt_mjJTzA4i_>yXbnpap6>L^qOL-irY*)Zf zHv#MFQKks6?{)8S6LW8W~_psgLbT11gC~8^Ga!$s*eO*HD z!=6X=IjFx1nZSmn?tbWGuo|eZ-QV=X?d{YB=PnojezCXwTLwHY1d3DDW6LefD@YLS z(md-H(K7(DfG!(O1k|#D5MxJs_UI1iI6!(7LIfMd1Pr|jTxsHbPCg5k={4&dEHuv} zGc_%p_&8DIl7y(LtsuB{75x-nm6|md)$=n@bA_Bo-8c?^wS{gfH_5trPW+a1jQaVJ zDODhR!vYpO8-JlBELai`sOHxcjpPPC-O~`N1&+AeXlN5#ZjFh48l)MY2T~KFCmSG& z+dejgiFW$!E65>60LwA=OWkWf(Rh3|#xPo#lN+Iq6R3i}%mEJoy#6@p_b?~5gUkNe zVI5NA{OmEn67VRoC;q9ZW?CRx0o~jm)0x8>7B)PZe^@dc6Q{*XrB>ZSofd^>Rg>n% zGT`SPdm~6qv;rp-4X3+p-)teE^7qfkGk6?BNqRrQuUGAB=ZJ&hR+RNYi7>Ym5ta0d zY%2!%C|{qFoP*ets*)jn3Y5g>OvfWARSJLjnGa4)QztT0&cSXHp#0VCj=eHswXGw9 z83`O9(WaO8kDQb!?lQss@2!ih6u^t4*Ca*n9 z{o_H9PdhW1$X*nwYwln@W!YNCWryVwrnxR`z?AmDZc zP@X)alOiJgEZj$+)9zrX=*0A*2Kapt@GX$h##ig;9)Y>Rj68r_A_IDeZT0Bu0$(4^ zes-%0_$R=)Y+PW5-L;G1jyF=eEQTQGbZ%}{Lz{*~p8`2lMqf#-3DL?&BM1j#E`mae zw9+LED#@Sx7EFu(+m7s?bed{7u&8Ob zkxv!|&o?+ZJmYZ=DSQ?A2H2YGLc3d@TuP=32&nvJ4!Nxty%xOyAj$U&gOh?+oBiB3!q2-vGZYe)y z*n6d0kbynAq5k8j@JpShfT}H@tJa^YVoN&h-WtW#qU>^pE+Y@?*IA82vzw z{hF`8Uc2|)v8jyr-}@7Q)2@*WHU^y#Q+=`w1x_>S2A6~V6GT~o_5StYH2oSog-_&@ zX%o)VCcnLaP3b#mP$dzEF6l&b15j>iSM|LPAiLcV3p#vHo*%ubl#wEGpn|DQ87i6D zCVcRwkcknVkkc+bTH=L`g><{fq$g;sd-TPJF?~+~UsMcVF%Vr{-_wZ+{u(4xKV4&T zssiI@h;uS*8YwX*8a5d+JgfW+GuK=Pb4P>cOm7SGXbxlt@E2g{KnBfJk8n9Oo<$1E zeUb?zN_)RuAUc{7nh~`FtW#IWKZGV-p(lzq0h8yroAMcxq{}n5IP&H6b#Y3218Smb zufpV^PypcZZ>LV1{UvS+gj)bhY7P2xI&Y5n(Z>3;0@U@jdNj1v{W~jzVlUy{~z@0twl&Qk`H<1!?;E!NL1Z(1>S+pzEaW31% zM$BnEOKneS%gK|fD7VMg(N3+Vd@gi1si@a|e0Nz5K6a&i!wly6(B<~~2)p)88{8ij z`40_Ri4~C>+|tSk7S;d^P=p*g+#U6|Uw=ZwdQupUWX}u6bmx#Et>MuKQ08367G`F; z96h2K_J3J(etUhu128vr_CTs=8NIBZAEnY1PM#m8bOCd|5TmIW{UmZ+msZBCv{YgB;RyNz0#}*qTQooOZ*%t%mX#So; zi00tMima4`x#6=@MI+q2uail^o#}>eGKG?m-3Vi7bPtXzA+4nr;qt{~Y6*^R7k~Bp z0|ZO$PdorRQr{DB`^^?j&0+%?-jfr=Ajrm!E=;CI#rHOqjPj0`?i8=uoLp3%@mSYO zP1W#z>?2>IGtEF4wi7V-HgDa^s;a^)aunDFMeC^7h$fSKxrP39o2XB0bsC3l&P}l+ zaWRP|@N#f?)qh@n8hZze8Hk_98PL<#<%$Cm=deaM!Q@__i7}eFi+B7Pm{Z)|0Q2}} zGseE;j!@qH-YOk@xoVY~qh#{vZ^C-Ff3% zff4e~h`gE+NL7^=E|YpZ!IU7Z5Jn=f0DwR741-u(P*^flLUSCsn@Ce`zYmbHEAr6^ zC~O4iCd$@Toct&;KJ&81u?A}WOi`fxxCs_DU4`t#LmZXrO`%WUvTys0vN}mkPS-2J zNa!NBW{BAHM3Kp{s^z=L3UIOd`7jY8i~w3(wR%F?GI7j>vI9jU@CA~FX&&65JHIyV zGz#a#rGSic_2BbQ3!G>_mL%{Z_hGMG+j?IoQMgCOz>)%Wv+z_G*b+@=ol=~>gc9q+ zyz&^-w;JNg)h+2yK4=y*@ccO8$41?@LK}9uUZ7Kx=WUL9nZZP6_wU1zy&>L`Q7~9o zI$^|y+u}llY_2jbe&*!I(D-HvOZSoEqW~`hK;tuHJ zA^=vIf)r|ri)LCJ(Ll)&`Q{}ffl58dG4JIAf*Ccj;G#b1-^T3(f%YqzZMc5#BwT^Q zMe9U8l|UrYn6LhOR*oAdwzOLhvTQry@jV&?v#er_>$YxMA!G2)4eQ@!GAagtB96n> z0YQ~vM!!qVJ^v}aZK^rUiLWQ+{K8`Loc<;TK_kIWpsr<$_Xjuu9vAx3tYyCIIU{35 z^(OOZU?Ze9QxksgX<;0D!rIT9zX&dA_6?in);vpgfeGZh9IbRkFoKw-K9ZfVp~mz8 z@x7kI13TKOWWg5^6qwNgT*pe--nPR?f6OV%JnWTSCH?5*Hl?2jAD07l@V62G)wUEu zvF0}*ex)?W$iF3+OV-u+Qby2xxchZGI$~U<2GCl)2-ij8OA4TBes>em zQzFGH0`mzTth-|TnA<6C!hv>FNHt#7M1#<3w)Hsw{$@4Fns!0;9w$xYba znEFx8J52JVFa2W#_Jh%;IXex+tAh?6HM_QPUQ!XWW%>e(41SH1+~fSU%+rtqH~hl- za}N17=(1u&84h-#0Ng3GZBy8d-eCQY{DZBgb-(v_qTaG4f}Z5{upm}76Pie+0=b#M zdO&7+QzJ+U(>TD9A}fZp{NEhjOsj2n$&j^?0}$o zG&|Dm+#xj9l(m;`sDu4|gDw=;Ld(mR(8aO?Xd(v&?y;$jr?;u4lfM<1?z9=b#`rF7 zJej{RZes!mh;s@muud~1b*rs7O2v#EJ|Omll4TX^Eo^}t?HSc!gzp1NJ(@f?Ao7D^M9iGcuR`=&UW5zI{~WTnGH23+7VD z8JDtQ7B~@k#=_8w7JZ{IhgFP_+UUY{FsDF%?EvV1G84D^;$)9L#H!@~bo=EYg(0bDpy%q2!YtQDUE1)azD5#d&9^ys=H`%maoI_pe;&=}J@!eV? zOLEW>u@7mXddgu67tCfmO4CuHd>>=*o0$92Fo_Z5(3vURbpu?W2_Xg^&iJIodq?YH1MQ!c1nKlVc z<=gH{05P)zrFP5sjJf3=Ft00FLzjXvC~g5)3=KztFFh?$u@lS2Ft_gwi^rTUJBNI_ z2q$d!@3c7W!?%RYtDl>gmyg2#-CbUH}q+xHI-nvxY%M5 zxER&Wpwh*mOLx&ecY%!@Hs6<=w?o*3`#@Fq_qT2ihKHZ{D{KTcdOE>lES&~9o)bqJxlL<(%UL6_Uks^nj_k$b%0OO6?nv-U% z9U;fNtn1ecfK(QFBlp8Obu~IbSu>}-jcu*+OnIXM5zAUuQijuXh=|D-rd4-PZ6}+% z7O&m{^|Y$iz`}8~c^=5Yxt)KESi;;MgJ9!DOQ(IcE53P!O*Yg!T}DCx-sO1gQN?Dd z*V_K8m9p}&_ehzsH$}ci`5U28%Ab+nn@FYL$6CGrfR>((rnq!wy25C$wr~d!kfAh! zWJJZ{${Ls!-BD*=d3KfQaIHE+DK3ZRLJr6D8z0;Q28bL{p`B+pn1OB!4%YE9Ll#O! z5*RFTy7|YLGa{f8X+(&mE}Sj6+tvZ|1?+4*_mO1zB#yz>IDEk0J*SUjKa$h1@ere< zKF(awsYWQ49TdW>f+)wHKx1zQ8GMaj&o-Bu2z)75b7%y?L!v3W^NlXmrCFW8$qU3^ znSNr~BlNrCh^C$t?T>@yTe9;KPHsreg5A-1f#!Gh*@t!Z&>R|dS%JZ%G`}t{P(pgv zkrSho=q;KXBsnt)rMj&}BXokZHR&!KqoK3NE~zJ2V#Qacx$%6*t89I4aMisb)yn)% z;t|0r46{Y6XPE-06mQ7dfN|)Rzw8pFq7I)JE*R^$054V5(YElXtlfJ6o8U*u>7<2d z*vcd#WsXO#v=JI*yf33?7dQR$|{ z`4C}zs>)Oznv*W(ijreKOT_E?wa^zZ1*pUA!3v#*fYsvwWfCxzneLPYB6qy&+Q*4< zgPceE>8nDbf0fIp@ymIJXwM#Y_2+onz{i6Zk3dpMz0Max;Tnmrs_aS<6lnG|j)vl$ z1bBg~j135CY~jJ|N{nYM!78yYY2)1k@<?2CVc(t z>@859VDQ5lJOHwE!C}-5J;8d`(-T(bb3Kb_5Sup?+^n^%bZ5 zskHD1$g^!g*J%)0xWD#HN|=@vu~250{C*$MoIqiPdrm7(fGDvKn&hJe?A6skJlCI* z;+Yj&DL__A3C%6Z4z-l{j;2ol06yuL@lwZvDg&)Dw!4KP@7Cr$56Um~00K{i$6wWno`xT~M*42DDT(`Etj z@4jBs%|+Gec&T}xaS8%fOHm24$2D-5$1FJolUGgkm%1ISq{QICF`TZ+v& zI)fmFRmGZR7lRm$o}}Vqg+Z_3cYmD&@nW`zcUqga05ksQX|6)Xq@!-O2)dc%n|ZN? zG3;%X%z9VOzPS1#X-E#!?7|SpMgFV2JZW+=QAcape{G9VayMQl)7T=OQ8$?%(kbDn*Tl|AU*Qt@L^xwBR`doOhPd+&hwe{$L zCP^OzLGl#Y=n@!!X#WaBxC36W^ry;&cu5hMnYKpvz8!Oa5rGcpODYssDuLlC2H#() z0jun4Z}^(Ivql%B%|GY4N8R#OBVKpPzpQen0SB*Cv zYAEB=FO<^NsAmH9oI0ie{>)H-W?wwi75cc628*4M0yYIZx2BgRaLQ?ni_0e zTuOMK`=Aj;BiDPT1kl zQO|1VX2Z`qK81hya8Ik%i*N5oT^Y&V+)W9iM)?O}Vd4CO0!gZf1Q6?BY+@3G2(meK zxq;?CK3Xhckd5Pcs!~VCcf*%~X9#_L=I-{A@t)0-q_h;lWUH)>;}7BSd2~W$2`4kG zJuMcKjD3=-AMGgrue&C%}*Oq8>P}} zYPb{>TVgf24#W8JgNAGf@oj?l;P3iKFT(;&QJKC07<2(HOV{>02Zt0rV?#qS*))FL z6L8IL$JvdfTqf(Kr@4FuTr$7SsQ7}@Vs@a^Qq8Y&Ki_Bc^TEQz+RU&wqNY}0Y7ee} z-|_XCGC|E4wXcZ5!II5bKkJbbGs3dwQkL-Mcb$%y9?7R}uu`Cvm6FT+iXJ?hTbvQe zft#HBDvU_AzahF@tEAdxFFMoQ$hyEF-iJ_4Ng`XenC<=kgSRhh%BIRisQj$0)e5=l z#j49WUg6gk^VKKFY>4_}Y$;Qdj+|biQ2jE<$lGTnv1uzP&~;jF5>%K265a?*p^N**u~s?fQ2VIk~w(S3sZ^4Y!wS zjLMSReo0;`cUL~J~~BE3f#xzn%I zgPQM49eniWxBCK1<(=FT*3h_cGQhx@fGIgSu!e?(XB9k%ibd~PChI&Tp_EP6x0=li z%YZ*qweH^%=2p;?Tb!Cuva(~IXXcH5^jh@urS~fXqWQ)(%Nhnu(j_`LSH??!kKYl9 zg=Xb7Vu(l0PVAHFsW~TyQwkxNxx8#-k(7TNA6mQL5HHfBSN(G#{CD5x!v_+~4|XGH zOh|DPd~nin^jmr&)!P_wy&2E9zcxxsO;jtc1dv#7Dm0Z9Coc>QW{G1jFMjECl|n+! z5n48g(buM$RbziOI*XOJ*__pruY^Hhu@~H4b#fF^5L0~el<29Dxm4@H@acH12mySP z?7d+MTP&)+rlm(tW4eEIq>QPoh~bgZY_b!AVG%Q!uSX?2zGFU>51s6O-Zyza;;uUt z*w8+D34`9$>s?0U>^gvfMF8@b8xw;~OHG{)*e6lIR?!IR)#bpJ1+aEXXs#AuU}$Lg z`P#(PRQcVzm#Qi%3N|*3&4A3QQtJA7d=@0EY=Hqkme{BizLq)gc7J}zsij?I@+5_? z2<@=X(=GID-OPG_sOOlosujdW`?>0aZaoJ?1|<7GA$;8vPLc;$zJ9_YB9I+YPIWaK zx6?K@gKoow7oi0dQDxCkT^$20r|btioz*dKgHSkvjYEQhmE&2(>TNBsGt#QDRM{N` z>+u?l{?KqT`1;Iou)b8nK}{_v$`c@|_Cw(y*zj4U+QiFx9aLESWz&m+2t_WO%E1x; zp?E-4O_vnIqlCZY7>zZtdYV|nZ1R+pR8$1a=MMg zUgy)838Ey>3r#3#ikGZ$806Jv7~8=`u8>vM7w2{)&pLau?Cm-PKAi(mfh#jd00js% z-2s^f<^Vv5`SL{qSRG^lfqWVOH%IT|35c|}w~Lz1|NiZ9xI5U}n_(iR;r?q$=;eEx zBT~pIp{u)l3khZPUR150aS^HfJk@j8t|a59Cs_LmTkx4w6)zr{7ZbCGi&eRB$) zlxTMRLq_IrSpkvAcaSr!N$t!gl>81({UwDA7*i> zJf%$^0d4fk?|QOFyQOx_T8Mn~CAm3bl#RUF>&#!0PH5>qFi&g#y$g{EHi3)@qg~iZkfLpc&x-@hP}>zaFS1B(B-l(ds|F`AL zKVEQR3P&(0;oUvreLj?WFinR|=w4#jMjWgN$c6<$k3u(Pk~l(%U6=0HYy)_tlem1^ z=y`aL5iiIaXPoW~7p(KTOMlreC8^m77%i|4d`1ZiX z3=O1Q>dd4$GYouc4mjj~K}II3s;G!jF~zXpE-d^hpNWwX=6qb_sI4u|z7Qa_x%Abc zy=`EVngGM{7`s=v?P}e5lqBH!epskdQ~Eq_yYrtK>XnHUig~mbiCB0=auxdZ0ar;C z@og9OPq%A#km&Ly56Qk83Q7x;KNR;aZCwq2Nhm3w^{jf^t5Pe!fMXZg*06Pv- z?DOaeCW3&ACZ{VP5d^j?omn5*?5=KG|Oozd6EvjmjB4#pONkUY1 zBL9F@-QwSbTU-+N}0g{qlf{34NY>Cv}Q96zBJBqW6=}0D!&MkMg4LhSQ498O( zOg#`|IkzH86s^b__Z1hGHi_ye?>bv`jB`2V-?5U(;>P_c#gd}ftoT%5mDga1KYn-P zH{hdmvZ};EV+6MMCuYmfBbrm+Q9HjdY9kA-%7L`~Y?d(kvN{I0b*sN&OGq4Jz$@jelw@_Wzszy%vD6?Y)P4JBt{mQZd9>lbvdVMrg)ccj7$8|2p3DrQnCH8(v%t3=Im9!8ZWk-GJJrR zk-QI@&Ai-YjnnLk+<0pWvs{Vy?;rCP4XxzD{!~TFf&H!hQ($D|vp&8yLC^Zgl!hQi z^@*DpnTq|Jh(IzN41?7QGR?K~jlx3OzW#m(i)RFsTMzms*eu`xJs16<14~e! z1XDoaAE9c+8qbC6kE{InavSJ~CZ6oS_4k_}d%J0ruyH(^CEk_6;K2S2bB1`mzMxbI zh1GfCptC;rgdAsAQ+&&4<8u?u_vr_DMGjdc|4H{|0(EceMH}n0#?$)5>yWaSc^2@M zaASx;MdU;(w4(h`rIp8fMF0*_*h|PXDKaLU-VDo2G6Xk7D?r- zSy?LqdsI}1u-N4G3pdA1|C^mtCgiXRM3*1M))S6n>l71D;X>DH{0DcC>1aF@h#vZJ zpQ)HlkM{WC;NUm{`q7mu&XD}@^Ps)ZjxOnOq+f5Jrq!n@>f`SjI?13OW zbm=!AR{^j4HQ_6p-AIauiL+fFh@v>H=h(4{StBmE8jndh6mwM()lnYYakTN*%SONz zs4$$Rzm`qy*SzvnQ%LBeBFhs3HVKB|@81>1!!UQ*i(Vlj%+KqKi1-8v2f>H-fp&Pp zdA75{sHb{{KXyS&MaDydF!M7NNdjkBCViXZ!55;wlH%Qol)rKrSqm%Q&;lx4|Pz^IkK2neZt;BiHw+_P4Ax)>~98bIV{^{312d`*)r$ z-GjUNa?jW2=3*s2E>1~GDu{NwTs$%&;*CD}k(iiROmZ^)7@b-%v(E7aO|dB`d`^(*TMkMP z4iUjXNR;jFxU5f&5PR1j$H1!B=%a+o#-!IYEmY!-N9f13fnzB)tTmdB&FDUkwG7mR z6Te0Q-jP@DurUS@rCuuzWO-k(WBvMUS6-2;(ySq5l0-E$|L1p>R(Bw2ulN>ackKlGkV#uUg9be>jv6u|tTdT=hKBNIO5rzH~$?xbb za{+$jeAYt)8-X|V4QZR8uLn}j2_F%UGX$ei(xgdJt25tD_y+IY%gmOqEg!vVE-fSX zhySptPX_NL4Y?6J#`&Q*SuHYAzf{52+~dX6(k{v59T_{cWoPcAgjJFtU#7l5$HOz_ z{EF@P!#y}Q^+`vE^>g={lxKV!HP*>)UKZEACxDM84Oy9*Ei}2QsHsr~afKXyk9=W_ z6+euVcSY4lpvLW08}*=SPVPB)d9}=PFfhoB$Y^)^(Hi#7gL3cpF&j=P{|~ zpG)XYIa#~4#TM*&P`^POu%H~ezM;_7JPDREGXSJiJ8Z}~A@4rtpy_p%m#|MQE-op_ z85vP{c|-;|V)mJ!4iE7PJVSj~O2)(#p8abSix_>UA348to8C`srfG?IvE_B0?}`0X z{w3DpZ(Z3J|IwY5a*r4FY?bE?5F2+IxXrwL`EnBoQgQ|cWcr4Na)GZ(WP3Yzknh($ zK+fI-Q@mty+#5askYQtCy*N4|!Oa3$afBxz)bo2L>c;xIi6V#nif98sBX}m<8`2w( z-7LIQ^}KDL9fU=`*gTas8G)AN2#F--(DNvC!;GW=w4BBvKhpKevZ3U)=<@1c%v#*$ z$pd5Cb6IR`+(F$Goi3b8!q@Rrjq9v96B>$i)1uVv&7WDGb=9#b`zv=&x6uk*i~jcO za1yh}GcCF-6fp&DOCp`MurO*UQDST+ECHcgX@WWFjWolF;tIG+9Zxn#ZAifO$FEgj zntKBzmLf!%nzKi1{l-xXUf0&_gMptu!9}8>qUHjlG{F)G(h$9PQXMem+X-qm zDt-}@q2vNWdtg}HX%IZa>G3ik_{`U{)v|kkJEw222hD z(ad*8w*g@xR`Yasz$0}!jhh7%+ZZvIgpN#zpJ+zlC~W+G=oibcn6;Yz%~JF2 zEd1Q|L3;dVSXHxAr;{FCbyU;_vyWHox*|oQI!9-xWj+c~A~DafEl*NCbDu;;dXjrz zfJlC>CmT^{PC-ewq%Wgp*7FjZeS#7_gv*vx%rq}(`@^?;hPJ-EYTj(}yzx3~CKVc+ zAZ?Nq_r$!TxeEVx)iD3~lSYe4+S3_+qi&Q$e$R${({S%6Po8uVqcpxWO-dCvP8Q{hCDH5HNLI9vmqqK~~66K4~uI!=5Kq;L(p^t<0|5 z#1KAP%rQof|1+x~H#JCL28^4$oS*A>GWNDwy4fJ)%g+d)y=8D018(`g-!0Ny>g($r zfr_u!WILgmr4m7div;=NVhO!lE3zi*(v=jP1Yk>mVJK9850^`7l+?SWSie;d2dEVH zQ|p?&&|;Hk=MBEBcXMB@|G`zhENFhVt?)krIseNqZxRFrrKF?;qTiov^v|CzfLhFt zIzs#17s)f+t~1~b5XMAvcn2i+Y-9=qZNDA*Cf(T z#wo_ak3w=HE({td2Pgeh+}~A|hOlOs<3&-tk0@=b*yWr|Tgaf>k?ZCq^`F%$o>0;; zp5|REtN?T9SkR!Idos;_!OW6S+*h(J&?BS8IulUc=$x_IG6Fp%-PX=&kq$-10Ozw9ZL?|ZM)9Pu%+4S4NPqdzTGtI zgH>u-oEL26JZQ!hK-*-(#~~;H^+X^>zb_m&?(@ z3T&`st3SqfBXTq*IyroD|3$b@izcGU!@I8?V8FQtE#-CkLa(MshBAzdjJAM;1}{Jr zQM2%Lb7E{vSf2OLH>oO}=RY_P|E!Zfw4yVIrED=3b#T8=7WDGs2YXv23L=e|4?X@{ zc^^nKJcq;2U{g*k`0j6NS z;lWY2)j!|!A8&q_C*T7J@uxhChM*`x5^`qO6%VPwdX>7Wqu&o4%{tN?jla953c?0> zX!wmnY?j)6^hXX$4mSI^`{BDxA}F|Zr?PWueF=imHv1y%Wk~-9B0rKB-E@%rra)CG2YemQo^HvR(M zAB}{udkwF7Nb7Hqvg2xe=R5{#18Z8<&av1v@FYmn7{Pq@j3HOQ#sUWvKD~I-Tg)54 z=#oJ+RVU-rl?_6g1uO1|H0%5mY5v+lQ2)kE1zVScI+l`xN>S&tn6)x&M1l}mZk$j& ztk8H~Qlms|w((4Iw7R0UnnyR;f|b-1Hz&L?ifrXkG|hLJC+rj|sehjBXNyWmX|Ya6>-_xL@Z%tuia9MLichuCH> zl`Tam*r$?n{M-4!858pv5yDeQ=TecGw{s?`fpOvPz*6UAavfIsKcCQGqibli-1)l}n-eATO z|A8&T)Jkgwabug-*X6D;5~Y-}+X?o)t$_h$N$-(7CgXNV^$uP&dR`(p}FMx>_7 z^~W>e(djh5X9qMUZN3IA+u^CKqzXb0P>4GM&-8pakVk8`B$%+vx^dkTq9*3kLt8{$ zm#MUCEnje(bH(t&|LK0hLw|LX>~UlB2U`n+`icggjrjD^7&`py#!&_WxEMnu+`jAC zd83&O`ig;MYAP0(_P@NvYcWBv-MVz6Q||$o7-#QRB!lpLr#ucdl?rm(s8^q>(&73HH2ro zy2+t_A0IqINeAw<)32}u5)Z34hESu^??C6cBE3I_gX4+*sCL5rF$B0XDPHgNtF&lA z?F1lGSDx!|zEbO3xR-POO@M?`#!^0Y+mQ_y*GpGJ^kGen%KV&6*6OO+_J_9=o%UZJ z+y4%b#M;D5s?9f=)|38G2}Yb_ACKN$wdBSb;>f>xg)*G|5d*{Uc2O2z{M_bJYi}c1 z^dGqUZNtCf?vz~rg1hU}5ASh-`HzeN!01P2XJt-J&y}-@os%aJ5eM`^~}ujrr!omV~DGL0UeJJ_jak{2+eg z*^>kY1MC#G5PB(%{%(um00}j!gA7sqMSZ(D=2)WO2iiMUQ~5bpC}N>sm3$v?i09^8 zd&EAj77Z%kdg~w}$*7rBNaL{tug`#Rd=+tz-?kY|fUO(X;)_TbF7a)$MUcD_>_oe{ zHA0Vh6~cY=%BAQ>vEZj47zhi)#X27HjbJ$#p#1v{Z4;y#678a?*Au$Gt(XCHQyK~i zKO`iiO@QcU1M=J#uiN9aV042d4(m){uZ7$Tc+_h-jY%*-cSIo@pD7b=H_E!uu$(eSer+?)sbnJGM`tEpTQ+#Y4iR z*~`YVRJrN-eqQ&=1H=7viKK{LZDhp%nb$zzDE(M2Sp6%4l7kzACf)Y;s04}UlA~`` zh1)n{VM+kP(REKiBtRFTlt!;nfhk(n%L>x(Tv$C#7R>%iX3bc%#hh2Gt1rWI?beTC z({gEYm~aV>B8E5PaGF3GFa;N-x7!%WJZSyHzc*cx^#G)xpdce-WjGxlA9uL~0fwc8 z8vGmr8Zmj+!2{m!fW07JQBmQz^zHs^Q+<}p5D?yk4w$fd0_9t^%YhzC8C473FVkzF zX`ya87Nt#l?&RbIO(|Pmfx@Y!<5q{kET1tq==Y7IUB|KE=lfZ={gWBV`y0cH$gZp& z@=u63%R5@+fGNasW1bZR=|SaHW+vH+^KMB(&tvr_bak-f0kfn{AX}-de}CJC=0&=n z)!r^#SXh_|9I_OYlrSsOqq{7B)Y+>4u)qS@v6#mdJ#x2-0nMS$c+`9&*4_2I76-q7 zM|WSX#SIqQYhQfEB~u0?8tnJRYMOf7CH<~^g(cxn*!IrO*7ZRv-r{hL(Mc}bA3^`n z4qW+U&Pe{N%@=ub!&CIEtkEkm2T??0UvqO`&mmu*AG{*!nYo|Sx?ta~hiOR^ylmy_P?W?ydx%8eF z6T>(xZ(RI*M*D&t&Dj|kUe2t|6q=7(xOf6nBlyBvJ)dLFS0Tbu*;C7|%{3+3-$CCJryr=Bg`)a`t zI-(~Wm232}F;ksCYV`!Zp|Gl8^7A=;cy%pZ_my~{Je|p)9UY1J;kKz{U~c|0jf&d^ z%H%UE)BjEfNf7wCx&0ja0C!xY6^4dKzFp!YU;H*#%hit)P6Pa)}^utq*=KDkCyPg)86&zG2} zQqTGR+!I7Xn7`5cmImow3!I-CrqS=N+{mVI#}a#880a<^CFojuZCI$+U0q(E!z~a6 zzY0KkI%beYPh0h8G{~ycPy;vQ(6e{ZUbC1sw9DsrM*^SwSwwS0$U}c##y_0?58rr{ zNv*mEcbU=07~2=aG=9@=uwtSfeYK)DiCJ{15ApLp>puRK!H!FQ6s}zD3@8owUc>7o zJHKwn#>Wfl-kZK%CUqbHhG5TMFd$r?_#$F;{*kR-qrY0KxNz&rG;w!0^;)(Ed9d`i zXgSU57sRXXw!nSz1l0IXgCzH+KJfngmfF?l!}?ystK1Hv+t(lX77vj%IL@TnKk<2) z4>K|4n2neXj_1l|{WS~bwqJp-n8NmA>0Ld<2MXDA*MeSRl$q%rGUE>FHzt-3#EX9$fRxXAQCZ=bGwfFGpLkx`W z<9WZ5kd?*Bq+>LyNPAIMI~Nw(ibcfr&KGD<$x(0l+uGZJ*Q3@%<8e68BCO1 zpt+0xY!y1={+=mPqM-C+IQ9g1;cS&BjV|6h0Kt;Z_nSM0bXBb8zDC+KY*CH|J?tXn zu-eQ-2qZZu=ZpxgFE_O|86e{~=~(Q&3=n|ieNTGcop~+)$swpF%^i8qHcf^QJw^pNcmltugb$n%}Xbi^+K%a^)o z)K=eBysOz?K17MXpt#1(#<#tgQP!6^g&q}sOfX2A#nKIQPr^XqA1C2*hE})g6DsDS z8~9=_LB4b*;ik9dxc?hSJCS}&p;n?r5u}M<4`vdPdX3H{obm}T{eVmVgP9Wfw6cb6 z+K!tF^}?auW~03YN0VGs1wWtRJ!`xHCz$s;B{JD(>ApN12+DFE^bcv6tY$2d61NhX z7oA|L>hZY5xgpVHeM7X*LxTwkoK8zkqWtSxbr$N*5NZ2vq+VeMT-1nG2bir(NoSM2 z<}nRDl3t5y5t-#RT=(j*wfS7r0Yd`_5Wkafz@$5+yBq1QNy8rVS!=y(AMf|BtWpTe3?^VjvAr&=a+t9aT)LJ)m z$S5%kOJf9?B&i(XGK9CO%VN>-k_F2*EKL!9f<#f%@> zfBDzm!yzKCE1M^Lk!`Zuz0tg7xVS;kGcm-WT`*US0}jL(({upRO!B&MQC%6DOx#1D zLkox6u85ypexX|?mMZQLR_TA%+1>quFa6!C*d8Z`4})1SA_GAxH%x;kdZMDAF>3Kb znta-T1Ds?*9FGfRpQJ;N^JaI8%Ds5%N6-WR^HtDmrb&bih=mblz|)1M;>YPj#(%7| ztk9|H7da&{QKxS2s$3<`%D3}ZE*?~KQ@EiSEbkp{TYM|}!Lr(&a4yCNLV}#0cTL7# z`t99kOWFf4&GNhXLQ)rkOVE>FUPCq_w_OQj68L{GqcIZQJtitXKkeM zW2JAqtM)6eAWz3iA3(6s{f04{7SW$B11^*sp1bvy11$md_53glDk)mL2t#+vf^oN&M=a%T1Z8X!pOP1aJ_IuKvWkpoob#3^KEr$% z=k9i0cDXOgW#A0KORBu8aZfas?VES6PQVLIikw7)6Q-~LVamY51Z(oGi10*waGkD+ET*AP=J(9&Z|d_-sEir$ew~z1%D}GHke5pc z2)9=TZm8&vHL{%wqMKr0TO=oj!dm517;a@RHx=P(`+FdM{sgC2hz7mszTm7h`N8Qvy@l898E;c}_MhLs2d$y&z z#@lsYPNs#k>`WP|TJaGx6s6E-p;8MUkVW7<5zPs#AcS$9Wo_UL-tL}{>RHF35@l+l8JE1A*ZWY1NpB-u_HFx;*wwD{`2 zpR?{7KhYBpU^}4aRa{@+FqTP!Wv9~q$dqnMrocfH>HYm<*XxvZd-8M}A2Md>`<(zO z=s_QH=xEdBJ2H;;)yH|gQ=(FoH4Da#=_NB1oyA4DjQQ#Nf;NEHXtOQVPRamSTyt|} z1|>?^k0+-ApL>L?;EoKv!qfNW>GaDiK?j^yulzAjGFH~s@|MW3IqE?b-TFiRGVbJL z4?%R^ZXzg=1^htN!DKdZw6c;?;Me9W&Hm{2H~MJNy|5PI8`)0}SIs7$!9eQ!X>0K; zQFt;IK|3dT+bZ&uoEX|5U5H;DtbM!?h?E|ynrrvFq;2i4dw#pBB6cH={L#zFc^D^+jBxV@Ls!OU`#b6kj8@pg8_1o}r$e+!^<%5JE%m`ifCu|NsQky^$eWr6 zZddD4&4Ny+;{yXJPrs50ra``9NOit1_dk8s5lVP;ldctKVCRe*V z$@8*=sf<6Ca|kABZei|dGTrOIEKpYOW>!c4(q2I4WBt7P;NLC(RF zC{Hr>+p|O1yHuz;bwyQ4u!)If;Q4qQD#dL{-SD&7imrv$?s#PnVQNoblqsXQyS}hw z@a(*~nHjs}{NiS&+JW}K=}=&$;|ZN-0<&QthjYWW$=4SDQ>^7WYb3i5d?0A+;MAy$ zz2Nk%SU(Omf&I%X`&G}uzAP+yyn>MKi7k>(zM<=NQ|BKS8X%*6Afd z#NyqZXrd=ieqeiCY-E{E$-UV!>6F9wqH%Ka66Fc$x-#j%Hl**!%iBQbb{vERQ3TOz zhrfzZ+T}N{yq*NeZAXiLAQw#IY+btFk7`W1(s0y*Wi#-S+EE8BRuT%pHDR*H@wTrG zC2ON#UbP8*L^p4ChGb_MKJnakwWZ1kNg=OToX1a5tZN`?0!A8BhSC|y;P|Ps!+tU* zm-SNwG4%A00@Ej`C?RsS(;;bJ(+P6B=SAs9*#s$l3bLrP-%sUPuGzm z#F!@?7AB%v3smWYjzpeKvX6KybH#VanHqQz#)sH#SM(Y--(41 z*ccjX5*HZpYWn#GXC=SmAwqRLw<;Bhl=N1Q5% z$o?o$@OR*Ft@xd0!J;Kt(N6$=iNr9%r1cC!wH{$(VaeIrLe?RAZ76Alb=CPrdqv9H z1n6`(*@uv-Hd8Fppx3FvEg~`iCevO`p!`59`{o&cW%(M<35!znP@fYqww*{uXu4pU zk(@YmX|#(Vl>oa-PS{UvQAb}YN8Ee5c;{w~c$8WCfvWk^+-f^awz~SER?qRt^{cK6 zpPepUU(PJyuzO~EgDXAar$w%*;c z&?F@V<8^FA3)XAD=l*19EYoj<9G?&OpM0YGt`0R<^*3}(V(A_3q@^3q8 z!?G38R6(n`e&k;Spp$HK|JUVrA3m=z3LE70${5d{0_T62}V!nPhw$K>$_jMEB zi#v-c{R5YtO8}R`V>OLXL29rE0@ip-IsNwF!4<>L+B3jvQ_X-Fo=p|J;8|E>^0$4`kF}N+)VPdXI-QfI6d8k4Yb|}>K>2t1cg_@Xr`?c+VUqEHdHR*Fs878iF5mI?cY}aK4)BiX!#p zWXD;X-4kj*5V7?;}azTNT-jH`xXfog;v&m&$t8|_ccvn_(v^1@tV{P-+ zzxyHM?Ck9C8Cu_9jL&scConCOsan~JI1RKo(zTvwPFx^5fy-I;)`|Y|IO+)4r>TGU zp@E&9b?|StZPXbOCutZNXYX+8@n>QNn(R?pwzyz#<9c*Ry?a+eoGGM5`^NtGell7j z3j&?(imwGAQMPWa**tyr>{8fSV@_RDGZCq~he#mftBS9HGkJu|oRd+rV1beRWXI%d z?bqkEdQF+X_O>~U|3JMx_Yy1vc9Y9V4Umh%3AdWiQ{+GYDZ_>F-zW*rn@%{5_{5q^CgRw@jLZpu8wJjs1>O2dnIKY9yVVksVU%m4wVJ7XGq_OK8e`YJ3;xE_0CSFcx$*{HcJ=o7khw&t^27;Z zv##$Hl02!Zs;c+gGm6x_sz!K___rrA{)4Ges=1iQc4t`Lnl+9&bL{^lf0BC!L?tFl z0S!v({*rFl0_gJwL2{x9R?rRb@KOy72pD8tiH3o`;$huk7j3nzg{bRk42KPwCNQ0u z$|ZW|v;%w#r95WWx_*oy8+Ax7^`Cyg73 zMkd9sb~%%+-qJwQTRj+!Ev1S2ClNGGJJBuTGXTRXKb@h8iDw(tehaCCc^MD&_P+;1 z!Ohx)FH-#4$jUtO5hdfPab$HLw?S0+C~SH4_S>6Oi@Bhoj@z&AKWo3-jN8lu;#lH~ zp^J-~H;B^d17*|(DC0pr_ppk*qs|uZd8o&iw~!lCb<1~?eTLpz#OX6rz4Xk^HnYej zHxu%k>QfGAEPjCUNam?O^-CqqhgnijenMaH$k97d4!URh;L)14VLS=6X4I2Z^Iz1< ze3bR2#Fsmw+vg0`V#bhfcgZ|9Jy(crPaTp{HAM09*FfhF)g7Y7p8NXLrZG}6w9^-x z?%NZuxWGiAA}kPPe*X1t@x_1QrW*A-!$WA*oPd)`zArtH?d8b8+uTZFz6Qmam?F zvb3zGy&o6*1s);Y(=z^<#D2M3V6csGyU_Nn1X18z(%^0u3{h?y7oN;wI&M{eE-F2R+{xEwi_9Q)qBt^qKeq2x<1SxW{MUdkUvOaI#DHd}cU&VXLeg5$m$_oC1g;4@H! zd)yHGcbaVHhswk6%Ku-QZ2#0aXE?k6Cwa*(BzQ-Ws&1!G7~4b2wZ{q6BICN9;enJ* z5#L@@ahb#{xiAG}GM)t$J`Q?(>V6he*n<-by2d;5ObB8bG(=nGT66`yC*o&DL32XC zChG_XDk73oR)whNzIbW#;DEGXsV4L^ z2PC^{9PA*A$FRNmL>o%*UD&;hjg3|=Rti%Gay|Cr!XTi9)c1|ANh5kk5FdpU5}2Nw znku3djP7=4W&dFF*6DG%PtC=xsDSw3A%@$FUnLi5E=xyaik8?xe(;uKR6U-+AAu8= ztedA)@V=oG#4q})jI^~A_2c2;ec^rXXxQh@xNrcFS>eBWm9xvoLD=O)W6nG>Q5mq#dGWXwFl-3tN1(<6wa%cehrLf4YX#LCc{@AQ4RWb$sm{}NNCIpXjEF8IZbMb zu=7gZenU_4?Jhgby2dk{pL74vwE7A8f>_)5wAAC$u^Q-TA0T4O&4FyEHw$@>Z+l4n z%76SQzfP3$0zHd8usuh%3g3PlnViKOT<+Kh=)Xq(qHcdM=6-SySaQBlaqCan#$8ix zxWGyT4)h)+ZH)M!e3S-*?#k*XmpB?385v7$&)wE_&?(HXo+@0DMNHdcX9l(1g%7cb z)aw=GDa#~`wV{)W4xP5f94|n-<^-eUZQaLviSIHND41 zIOV#_w`F=$N1hR(EVogtsw(t?x7-fB&huAxVaN`{*uU7s;vzP4j;5x@UM}X)PdTYg zQLCa{7o+MC6)RSsh0NWqiD)>>YlH}c&>PMh+7vu<({!ZRLUCEdDcY)1_rEagrc<=tfM4UfBC^q*IvhD*Un2fx326nv)kXgq7M0KUuGLk`WBa0? z>v>TFAD;}{`zl})l4D=us#**4h`dafH&$RSXJM7Km^>ACUV>ReMLo(438pw+G6#rD zyG!(zx2MurTrT1;rjS0H5~A}wxgg709S$8$EMq@qKgcwqVsl8hR2Auf4)1!=fpoSkZ(b@@Y)GfYmQF4mZlqc)2k})--1~Nq|!2;20;$ zy`C#7tM)qQzAMR-IL9AL0XAPP)7v4-3SO@Mh56jLM<1V?nw7klu!+C#%@xH1D(;66(Qh|KG&Uf(+RUWPfOKrKQqJ?hzO^ANZz4e-2KTG|&u;WXt z_d$47#RLp|r{CK!FN0yi<^5@0U0r)H3*BXLs(IYsLDa&D$?m3kEbOdTfwMw+-+*e4 zSV%}Hpf0BCcJKJt5OCsXeeJtP3N!7Td#w9gK$c`d=E0PH*TrydF?RBkfqLP1Fn_2H z?Gpw(aNgVFHVosZ0x~;cEnQW5Nhmq1T{Cq#{nR2C&CGJCGniMb zN4bs|j9ET3e?2g@acR0C0-&|<+>EwB%DdV4xb@76F6rsyqnFvx5{a_0D$ncuKqo<3 z2l}%J`GG~{;8vR$$c+z=g1h~XwCx97>XHaU!3Cp_LB#C(G8XL)`dP&c3H z+l`}}YRTxa^6Oshnh}}loFCTg2a81?&}3wzm6972r7q=DcSo>I(U-PmXj{|-8Y>>8 zE4L+SfWYws)M)>(kPyX72JL!{KbDCNoWdEmr-eE4+$d|ZgNepZmcdP`}sb;ViNF@#Mp!qnzyQFQ7H1CLs~P zdJNIoKRZ}11Lm;bwU913X~L{-2Yv`0{|c9>W?|6Ae~wi7CI$NIr3Y*~vd~_Hn4eU( z>UPf)^7K|kG`>89gW1+esN|v}w*=*#z>SV~KhylPv+4Pp)k~4HL6ozq=J~J#_k*+` zpNxMq@BcGV**W+xtx9}{Xp2By+#NR}Nona!I0+~_dwtZcY3aAn+W%Mz2Lt+zaSuYq z@1M^9ab`9^iTnWeQ&U&||L4!&x%c^j&m##rq`wfR1#EAi5>$g21Uv_ zfM@a?1c#)jq>#7*2T~Jo&Lt7x>7VHSoA}=HABgW1yNa5m%zx`ovjk+z0ebiKZHaqy zOvp$`DZrX$7zh>Jt1ug4xnI5d78n$C{ejn(6lii&zJA3pH8mYV{s_nC=!*5-faB%{ zpdLYjTI_6XZ7ZfY2^uA^0I7rI@pGn+;9IZ6SvsdHROo;(S{QsU@hsp;X+Aypb+Tm( z(V9zPS}6K{QSxA-H((jLjR&AwhjWgY_fEQz>k=> zI{h!M`~(i*%CD;agDami%n8)978juJp})`oS%{j4cBdB()iHbu8(nre?3N7$1tD6l z8{{R&eXaHPZ9m9eRMJwDSu(}?^o+>Lzgan-AFMBz;hceWMbc8UvMP?iV{I^>KVL7V zr}-aO_ka4L1|@*0wzda`AK%;9*eG*9w|&*TIhwaoP%&q#UshP->Q-N<{L2#+JF7&Q z`-Og(E$Begy#Q784T&`VN!#d$0FsKHK?GK$A9}qiUw0!muY{)$A--g zJc#3YA!WdjcmSBZ|3G0}dHKGW>PU1A%)x^_&%3oz7{3Bt0bYnVrqlVg?j_$qL}iMidJJnaY{pUWiq*!r=6caSgi= z40H&R1IP`u4Ds)K+5D+{?HkXj7{h@OMRsb_SkwnD=)bAglH%BYqA!PjB^Rbx6wMD4 zAL#V|oll7a9|i?=e-x>Fqx17Sd7=H*YY(986XwuE+fkL3O_|1Vs{#%9DHYHQkiB?e z0(!_YqkbYye6RlEn2_Kx3F4o@DaO)nC zs5o1{=+!9u+!MtVD2*o?)#+@S&!9L>_IFg(Bn!Oo`xsWP-QSwjK_QbQ3A{Gnd}`O4 zg}b2XJy8HU9Uw;u2qokm(?x&v>eZX#h{Qzt+Q$Fg0!>S+(2U=1Rg!D3_DERO-o8xD zY0(eoX;@l0tJ&B9knfa>q%sx_&Jh&!&Yn9H8Nr-DkQK&WP+bokhilb!gg2A$1S^dF zl16$UeE(7##h_{0@Hp!T&}Gv>(%6JP=50 z(Noo#Ny23}zq&UNN)c>{vC&aERaM-B`NfNqE$&B6Ug~i22>XCBB&?At@(AkmiKdFMsLS#}i%VkyzIcUfy+} z5s=4?DSLlM-pQ%XR7Q*A#jH46ExGdbYN9LhFMxYApH~s*x}scfwix_<>+jd zuCl^Lhgc6h8)qaX75sFwvQn~N#NF;C1m|=Xnz*~yV#GqSI>B?`i1EdiSmya{NQw1V z++Z-^d3?JQP~tZIyifyiF0HhmeAjN$FnSOHN2BqlbVw08YDxL(w%t3JgM$~u%c=jT zs{CkXn^=R~a017zcwO|wrygVsv`r+^`@bJK{nz#|2cJEis$8x}Zl8zN$(FFPv!mK5 z$;x5?CCPiN$9VJ!EuDP(jrUDQft@ipv$UP*ejPXm1I>`E^Gvv|eZ$R#84$eUcyN3w z#C!s2+ypLxn<@z$E{Ew1{jt}Vr+G<(z#DAtlIyk8s-2>^GoneBI0O^_UqdOkP3ldbV?P@2Jh0&QX0@H@*4LI4b3=q~9 zsgD3ckk)Xu!Uz%PE%lc&AsCyS)2Q=QW3)Z2uOL>BH#&&Hd<+=~zud1sPr?P643#ny z%SJM|x3iG9F(ImZ(-r+IIon0awD;S9?cQHDV9Gb#6{lPqBX`90oeF)y<=2`n)U5e( zYH9%d;1$~@z(ZS2QOFlPGns68ceYc7?AeG?B*NwB@fQi4_ttM8lmoUWu;=vY!EU=u zp~tM6Li#)Y0(b5f!OJJJ>}xABv^-i~6i8MT7$M6)F6e4*%1Uw-|56mJ#se^66dkJM>3 z+|2QVm!57HKRjg)P6l+YQ!h7-r23%yGH7yw38kH$*Z`}T?kWbXnManw7tD%%WKukJV4ixB^=BxW=xx{$W~(4NSx zHRJrgu5+$ZL}8=gWX0V$?(wF{wWmc6z{_T-SeqU7zN&SvlA1OZV z1yu848`@Or6pVAJ{v=D?-?#o|XcMi((&-2E12}UhD*LTk!>;jFHT=}i_4l0Vcnrd9 z=tRTYwOUn1+M9cmAoDk{ip>GIz&LJKDxj-N-1X*s%>>wu0t zR-vD6dpPiN1O=TOjgTunbR_&Vjq4o_GIsaM%8J9FxOSb}silWEDyOzKqShgpC;Vlh zl(%N|X)KKvr}{|aaP~;tvfu$f zfRn4{dpfml({cUGu7Ov~V?SS@vW3KF!=t4YNuwU+;SmtfO<5ag?hA+mr zfVx)vt+dEX6=mft%VeP;NQqNviUODj0@%Gx)al z;9q^kC{N6K3b&D@5!Nq}b*g=Q!4+(y?8Zn>p8+4$uq>Ok=qhuj)4Cb!>-R^|d1{pC z`E?%g*JeQ=%zEe_`OlirM{LoqX?eE*@lc9>oFcd|QZ9DzWSJ9iW`x8RBMkAeQGmik z2&o;Y9{f5uVO$+arz*$PEiT=#BtDrKCPBjQYuiPuTU*7TPf&b&wdhYg1kPq|4HTy& z34ki;OI20F_ABkX;%sUpndR(hW6!u>O%g9uQyJ^>sU4${x}&| z1pAi+zpP_LvEiI1_$lc4-SXAcQ^$;!LQRm}JXB0t25e#u)X+iNJ$`CW2Z7XRa6+exx~v28a?@M zK3??b%>DsoYVO6uwo@LJK0)MYISJhsHcw?=!?jTuyZ*I^A*m-U@A_fjFt z?V0Vy);PZ60+>?45378**+pAhAA}%LF?iWwMGI7pBj5}?M-X}YK<+*Y8OdE?0pv~! z6v&>Jr%3Kj?C|Tg9$T0dZ$A_7=;)|oa@63Meh3Z>sIobet>5A?6`2-uP=0r2KegCkNn)^o0G6tM>Oh-vis*rni=ffhL4blF$C`1eejzXst4Xe8wDtf?K6;l zgt0>2GK+N4p$v&=g8N*HpPt!{5BES9@q2jX_T{=|L! zkQT!V0M)Cn9ZXSI6uJ{Q?Y6<5<)D8uO+@Ql47$%8$H**L2p%iS6i^zmaxm;5B9x#_ znNHu%9Vb=+P&6E3bW|0Qd^CN0k{aWZuf@?;uU*5Eo#&#!9qlKJr9M`Kw8{AgA70>& zw+|M{vQCpLPEHLlUFhxOyEJE~u-M=N6SSBEYJ4RH7hrqoyX^=l4&|Vu5@VH6!|8)% zrW9T=9xrc{$pJ77dkx zNJG_Vo-!q&xF>Hkgtvikz5u#2UsT#Pif)*pc`$euL9>N0q(FH_cm3E0-4iEq<@$1%@Cw6XKLs%QkL%8MmyO3Of zS^dK-N|_{c;M|#tx;X-ETZ|qntBho`n3{OZKBEI?o}7RfZ-nJ@PW#=NNg!xAC)wWw zzw9(iZw`lE%^;rLDm3Rv6-l3_^lTASOLleCXFI@zOmgZdEsSr|(+m(=LQI^dOtNC3 z^h%u83m-)+UgW0?g51Y}Ixt?t*C;B7otTDauO~oVl&HlgA4W53TWW)V&Lr(gB-b7T z!l&mHdBm^uJ}DMy&9Z*G2A$t`R;M*)7Y3~3s~g_aUL8Kl)2lSa{J};K%b~^hX4W%d zGY7kb^V6%NwX`4Rlb$iWlN5b1Uj2EWD)DFm3D&?l5 zKK+aLHID#@t(GAknGfa%uo=641og5DIyKXxM~(r&`9MA&Obi%mCV=^ux$AkVxdvzt zPl+|}D5a9*C-J()Y1LEtDsiOrjc3_5nD_M0vp3Ai@SPi=8l`Rlr|)KUc+5DM$4BhD z%kjyTn=00TEQVPLLHk8cvl&1kEd${z+>4lHyC?=HhQP4yhDm$Qq2cEGvL=P6;3qsv zbDs~3R;jE#1iyyftlXl&lX0axIxIHrB8UcrWvMHaZ@B%4W(@GTR|JrTabeu&02SVf zkM26P9~bOTw@;E-q{~BDki=ZbS(w;AWu0AnUwtHT+Py#8By zDULufu5ImwP@Qvjx^H7?=ZHgbP8qrNtQ<7aVXuD{p#B;G+o1W))ww0=2d|d1lqPuC zI|;8B-zF~sW`)HxoBS%&fE<5o&G!V;*{zE@>t$_XJ26_J;zI#`v1_z)DLalBc3m-K z>6dCUhS(MZ3$oZ8oYAoFyIkp)8scRP2U{4omy)Md5xZAQ9pPPTs<%$o)5np?tCa@* zg*&hV38x7s+O;(fF@)dl0`R4anII7B+w{VpEFNVyX(k5=70iG;5D-kiOz|nI4k$zn zN~z;h(x3>N&ezwW?t@s1jL0&b^zVEP!dq$zoAE3rdSJUP2ZOFSpIgicymAk#5$E#9 z(EblO0!kJwniz)7pO6{0QasV8Y&lhPfbhC|Cg&XJyIaaMiy*?Q%5t*Bo<%6qwZ}se zM_X)dh4VgI{*vDBJs1qR_;2fw!`uLB?Fa}MetEV8l7eAsYX)Xe%UQ1B zycBR;Sj-l{StLHyh9#9Uf<;1^R5^Un%!%3xnXR=3nv&!-3!qF*@+IG_=fsoq{{2P` zZV@%|R~shs!tdjiAd#K{e;Vup+d%w|?h}6j+c5)i-qz2ws_k>&di7sY^a@J+i8wl}{A#fQm{DP;l@`YEwXf2x2MvxDJ*V@7TsaANN0aRQ?WSmS;4 z){%p|fB0T^yoYE67IaKB&u@F&fHgQ2FeLNTD+(j2 zWYcQ_pG-60KS5)=tS|7p^YpJ@@UNFxR1A)oDpKA*e&>I@z4-$)TDBL4DSzv|kVw9k z2uudMrQC`oV?doIkL%SSsZ0@=}(@JeY=jXY4wY;3|mL2NzN6*LzOgfmD|fL65KyGeCLtN4g__fbUymvjKh7<+1?>Pq z2LupyE;iq|HNYE)uUQXM=$z_7zV~Y+;R{eRJ$r~Y2W&;h3N^Xq8{-+_XOm){(j*vx ztofjMc*r>`D?wj`@eDm)0Y`k##n)>44Lu0=YK*>~B*+sr1duYj3pp*^UVqkc+CnK! z^zjzBh=rc9h1!skh;+LRp6I~kD|7-59dPcapjQvR= z7YlmlotdiPM5P511aE~0zy-|+AX)ZB!s?pvLn6_&ciFM4|2BD)bJIER{n6XgT!l2< zA@$xwZuWKc(;t7fo^Oy^Me$eqdDpSL^HGh}l^S?Uy!tPs0^j+AqSO%^5K)W4*;m#0 z3gI!Z%$hXZss?{+K7dKv4A@Fqu9k^!pFa>WP3jUq1LUw6D6Qo*w7>x{e>sTV3>Q7# ze~>Wzs1VC(_n{u`7qGo4g9FeY;DlKoTC+P_qaI14nD7(SEcqbO5_yl`<>(7!tI7H@>NPw%dO`5kji>&1fLYhG66()bY>l3Ek+I3 zJ68Il7a+2vsvpcXEF?X2y((AZ%zQ|%KmZV0XsN?KSjUw+U&=GKz#vz@TG6ou1ogDh zDCYj!mgZP|5U#1<0>aicQhq>v;K_!_1i^2_(?Zw2t7gRcL-FPsyc!BLnR}s@XI*Lu za%G-bCUo@Ce{%a|Qy(A^(8+bj-WWu<)H(1NjfT-dAE zySs$qkL0Tk8`6VaFS7eyR0U4rJQy-L7?<9L(nBa6~+^I+l<>~_K z#6;-xqkv@5G5%YyK#FM#E1OU9?m&cNaX}(4#*Eu?dkE~Xn-MV?^+-VVnTHF2aIbYk zoh&*C7~ms`0@Kl47ME<+7G2~@9IrOfynsHZevIV_@s$Ep0iwRhQLQM+q9~Gd#O7D34o$li58wGJOJMtsGg^QOm&pNz4sY+i=bla_R?4qu+TFE<+ zBXO)uztA`w&*bL!@}SwX>zGdzx0@pSSIzN%DjEbxkuW$^kk&;uqPpC(=oDyxcdt#8 zs$q9jIatDog1&Ogqim3d^Ij_-d2P@0i~_atE<-v6uTA}d6hVgNqI}{#;XzO$rv(RO;<;Z3Sr9nwt91ko8{}0R zJnOnCvZ`nsCD+)^Cot;i%sNnnkD828Qsf{0Ox0rPvzBAZ_EA>Ee30Ao{h%p*5q5J1 zq;c=+?vI`R2Y|Eo*G5rgq)yqYpZ$hVwUEuipW?1?UtsUONofz&=%<76cnZl5d>+r#+b&L1|TPhWr{ zHbAv&gfex<$3s-mFs|n2V#~Kc5sTvt6vUMadD%%;zy(CPK<5Xz&mAB7lL%S1W~xfB zZ%!MW#?gp)CfuiOmfK^sXr}N^0w|NLI{+;RYM?$?EsA(6$6cp@X&@^)AP-R|LIGY-g@Q&Jr`;g$@9; zOdd`7R5D3`BK?I`QDeQZi2AV>U=%QX5uZLaC7Mz@1;fh{;0`igW@x4GEeGnSw4dv9 z*dB}p$93A|BnnhbYm`mB|_eGRzUYy^HE#Y8WipeV7p$ zJ3cLw-B(hW!s&Ndu@Hc9)I-HnV1r+^?TX_3eynUsi8(PD{kgm&4+0U*7nvsGda4*1 zK?{_b9woWPnEr+J%aJ;8%I^k4I?wA-mOVg=2+QKX{t5idR!Q!wgQ^vd(ClV3R(gQ~ zfX#Fyo1jHrv_d+Oi*tE7l$+s04al~>d^mpz@~>Gt%474j!H(;D!v_c$3mk*q_jEjB z`Mv7-AI)J+;GpfIO26bdo89xoNx!(u@)R*%|*A^3cb0II}3V}ewnZJ>Gn>ij17F@KENGjB^WNkT-|bEDdt z@Q;?>uP}i{vA|#bwd<_t_xMmFnTJIp&l<7jGr^;L!!&`-n*D`i09xEeZOt@%4ocY9 zvipKQat@#wdNgI|%H(^GzC0QMjRI6N{x*Heg+N(@%Z%dSpI8}Rla@Ccaani}_?Z@Ap$#s|)0aAzb(P=rkD z`V+27gF=4RqQf2dN>0A+=UHBTTF>B~za_)H!=jwg*akpRe;G<%OE6xy*3zd&Ax}_c zWLyTLUn@PRYJWHDfd!-l?Z9L8q!eO8)2Uzx2Eworc^MI{xSw`8OlvrtxHNwRRiz9d zfI9Y=oT~ONRcDT%??b`j_g8O2IhMYh(VV(~(Unqzr-u_k-y!y7<#VN|h;t7B{V*U& zPm9pfYQLj}7rXFNltv*N!+a1wX&H#+enF{~nC8GnynPR`e6}QTOhxd^Bm>yV?3w~M z*%L?^COzQCyLtcg4gYe;*J`L{0NY)%>^=3Ha^4;JJ35CCJsq2shT@_g`Et6CRQ zJvcMHw6~ay7ay$Lt6UCMULMIpgW^b=uL)&ZIHYilOp60Q1GjUrxp-ttZkm30YO=ld~i z7IBFluu021Q$r5mLcj8rW6RGz1hpxmY9Ac_o5E%vefr<#SlM0(*Fa6qxmZw!kjuDu ze#uog{*NgZjso=^I7WfOhqLMpwHh@8T1{mC!D3w@C(BFN&NmCV>bJtMRC==}H8o(f?=__Wwk2%)O zS%KZOe(Q~gvUS4hQiXY6w@#U&jc1g>*4LjN<&l*>ZxoN?)$3dxhIS9Psv@+HB)D*; z|E!Mv0f4oCUKhZ*n1(3E4we~i00_YX1idJMMy|ra6qNQa5Gw$WOC8YF%grZ;Fpp0` z!a@z5$>Ks9s0L!0Q{jc|%~rz=EhHH}zItT+&-v9npl=dPGN?zo)M-OkqYG>(H;v#G z@Uz(tVlQ*R%?yPH$|5{9rN=_T>m%bd?1~Vc#hknV!>q~$4vU7%&AcLbl5MY%CcKcl z483T~1FTCPTOuGpwFP77<2EDG<780b!TaTsf6TGU;9<9m^h6%VauuVX@oO-L10Dmr zWy8|1E!6W<&A%;Le2PSd=O{j&+H|r5F;CUXvggV75&Wo8^%UgxfBbu_MZ`MeULava z$c#GxcqRF+C!2++ll?KTUX1VlW1Phj`yzBh5AZ>$;>~;8Equ-uttN&xt@tsstF88k zEL`Et1fw4EFG&$cl9*K461T1I{DORa%6Xys!!VrWC-I)B_MADxW{P zeJ>~?O#qq!!KPQ60H_X*`QWB+)rc1E_ERi`QZOX$HN=5)W~3OkBSOqBjyG=7P#fQ4 zC@E}AmS%0N02xNJw_-hC|xe>-4vumsQO6_y+CMA1?xGMVeLP)K z5|I^%?Xj#q5FLi)qL93wtZ^zTP$_8!Xef5DGoXt!m7uX%&KLu?&sgf|M4u`JOs3~( zcna}=MOkepcgu6o`iu<}67usmb8v%A^&tvdKn#YoaTN?a+;_AR3;}uPhRNKIGyg= zyD5N0&)~5bFEB*fnJ{kT`}PcZFsz(7VKVCYaLGwD3(x zPMd$kMj;Skb0lZk=bp$wxtVe_vQ$UcdS*e$Gb{u$09?%>3>kAze#Z`07+G@~dPi9$ zP^?yNIte%&lIo|0T6J85wpcY6z<^i<>|6!Fb0Kqq9|8KgVo!>V)WUbCRF&qd!$`K= z&p4x<8DLAQF(!CTWLdfRIsJO9NPFIJcjT(9t^&HH2yMKgK|vYYQ)~(Vd|VUH+02O( z^?|Lg)Uvt#8Io&j4eX0HMVd8Zg@6}ntti@Y;qm!3b8aaZuRrh#V%|&$`lHi<1Vblp z>7&nmWU91C#(Qv<95K(sadolM?8{YS;XfNNroRM}?}$oqt!0pLQ)6xp%q>dbk<>_* zo6{9VaO6hH85Bos)(ef_+0Wl3$$`ys8w|;$%`kz1eHlRD7z@lKT12|?GxH5m@XP_| z9?z`WE#A`gTI`Qj3K)yjB7qSaqd0k`6xfF(r>9~6X?g{H?O6PyPn_m4% zzX&hXWdARoUSaMg1_?9(IjUY;AQVh&V(z2_F;sVA>SP^)0~GV070;r>aIIDbd4~+90Sb|1;HBc>5M+W zC+zN8-An;y?-V#^w}AzrouGexJyk6&?KJ2EH$ESNre}5QD}2Z!uLIwIW;{g0h%5j# zMaH!sls8S5AaLGE3aF*+{ug_184%UG^?@oat+aw*5mHKbsHjMHha%D~-5?@@fKt*( zH%JVfN=TQaw16-m-F4S^&i}+)`rdm#z8?{Xnb~_k&$HIA)^_{z<9CGV81d2z70T2Z zo>TQ_T_NpvyeGxS-R$z$t{8_Ok4r-Y8roDcsikc|&ww}yBr>1Y3c;{n#|E)RIS})$ zDth2ia~OW?-^4rpXMoUCabP@H==vm<{!Uo&lM12g0#`uSl~%9&G2>rt%&Y}t<8keTI?gtyyGTuV0yW8E+`&WLx2(ScrB zd@8LjfJl8SF=Yb8@222SaMYmNyue5K727^dO@Ff19R?shoulp$|Fa!d<2>+|%t6l;d(a^A1g8kUNM@br z02NdOn9#tEuts4aV~zVb}nXOo(6x#)W48XAWg^)3h^L-F^AFYpIpFio(DA< z)wb~887J+vB#!GK#J!esQa&8CptxK%HKu}RKHIjBu=s?_thbFLI6u&ycV|x1!D+;H zaPjr|ory5D7TtP=KiZucZ=s-opqNXBTKa2K4I@8`)OXdOrA79p_{V;NDM`7HB5pRh zh~Pfkj3!z5i*lOZ{6#t8MzTDbi!sYT_i}SV^pu~k3%Z)mD!q{(anrRyse*?lJ$JcV zXfw!ubz#P^0y-nJaHEaqD6pK{VVZ;z;eJA07`j);}k0o$Vs>+CC zl-bbN=Ehjt0lVkERF5q7U&IqVHmx>g|CA^#mz9NYCB#Gb57vxm)}c@~LB_i?5WhoW zkEFIg$cKRlEypiOSt=l0=!W|2KvyjJQgJb{>&(pqa? zd(o-paga{qII8l~Z6#%tgzvrl>py}Oz89c)C!`jO%U`^c`G4S@RwwI3ANrN2PgXhu#%zaq1@B9%1D(-%` zWZE@L&7hL=;qZM)b@@58LztdS=;Q9Y<3>;>xhJ@UA4*W@kd}-?W&8FVH9mG2!fdE( zE522VA9i-_GYKpgFbQuK_IGPF_~KG`G#}8|d_Hf9)O(}k?di;PK!Ab|Zp$E1<*_u` zku&Jk$6&W2v(p`Vn!?DZ=IzU23|mv-u_Mm`o27edF=31WP#`*Xu(^#gWyB?aN|ivS zh%H-7ZdZISka6@lImoS{9j1L=>NzrQF9&M5 zK{!3>jBlCtjNaejt=pHeUP4jfAc=s10ZVf3_!qfa4ZkU2-HkxGd=X$va?Hhd6Umf2 zs|vW2&GtzmFi>r@SgUvxZ1@~0OgM5Qhwmb!e@1m3H5$D2Lxg?hi#V1w1enYcsne-* z_L)H4khsam_y-wqP&)mA6tu>ig9wwNzU=OQRDm3uE-Cr8LvL1(kjX`)=BX_&5YN*iCfvus?Hd8xPLo?LzK7B_cT|# zq7S+wtf*~EKxOhZz2AzI%Z-I(Gq$2sYmP0^N1V@p$Vc^BLvhXH<}|~4hqK~A`Vi#a z2^ZmE?%cRJn!F2Tm7}=wXsuf0zi?0hACNj{Ntd#g_^6SEQ;_lf@Rco9UDq--D)NBx zhNzj8?C4_LQFntJ%!p1}0s{e2?PRT@czK(Aw4THm&0(_s;Jq91+foB+MJ{>89CYc5 zTe)o|Pycq|2T|R#+EFn9Ntwmmi-8C>gghic@mc!*%QHvPjgPv2QW7>?fG^_qDPG4 zVP>;m4dKOpC9V!mBoavaRdcD)>h<3aJll z&VF9H%9dHVp0)QZh6KPw-CExOrP)4cE1*Zm^j7!K`U<0*t9TA_r|w!TXlMgpusL?y ztQL?=J8>(}=@O+Eu$riZ>#+9E_y&dt$Z2#avW{l&L~2={W5Wv(&Sd%QTL(j|((7*- zej13Z9GxGbpwR;{8k^WH5xZ%i?Lo7$lbw@a1R1@1?aR5vUA8TwF|GhLh}VeXTuQC< z0JL#)T-~YDx2+uAA^_+(DYYE)x2TC#Bc!u2b7L)QgWb5#SeJ_+cdiQN*x|WR!ljB? zgQC*+%!vPGmsSfcnwPEL0mGSh>}yDBz>Ofnl=9@>l{q{?{s{Uo&2JaE*l?4S`m(@a7{8>Mu3qjdAkP+X* z7VisUI;?0~c&zzSiY&0nxV0h!ZRsMQ4tixXU&xX z+`?e^*)`Y|@Rv%r3%YYb!=FE!VUDOs$4S0##XkX5hpdH`V%k-oB%3oY~5Gn%tQlfS&lw-oqZ`RWGbpqiAoS`YbAbhaw#1;2+hpsxbt)li{t^OqN&yD%5omfA9evlmDQv+S$(Y z{n{}I?u*Z&V-3eUPMCo8tAqynntTh8H;y}Wpuinrh}$(W43l>1?+Jhn5F?Q*GFiSc zdV7Q8vc<>C6VHU%hd!4vb=b@E$Y4fivj9Gw;IfppH(k*kEfj@o=g}!w)fW>t+}Zhf zEdA?FuO0feg$FnOYzgMV62wI6r2b5&%K*;+M#H0ZU%{DI*Jg6QEx>+@vQ3TK@U?3_ zoqeLNp*_D)=9drqm=3sz&ZR~4%1SgCHwjzc68Zuh$k;Ez=S}5TBaOpl|7(jCLT`|- zbmb$0Xpp*p7{dKD|K7g;>c_2n>vqh$Pz5jZB( zS&{=DrFW+_zSo-#s~r27ar{ljWN2q~*;jN|ic5IukMOo6FHFL;vYS(}wpGbj3PFUa zPp4D){9N#H!#ReyDI$XjwR~+VH$p4>i^}uU^;Xk4>A0b7tMA&5i*DB)C4?NPr8j_p zOro}tYGY@4WOnpL@$~+>$=C#BDPXf(glWaS_Q`q|(JgY=5wD8Xd|B89W3u!J_p?^D z)5m@3_|ZH3Upf9W5tXeom*o!g#C#l3OXaV0!q4V9KUvZ6J*;g4C1uO=o3O%0rs0R5>w?znqeOtH!6ip|##{|sR zBPSHV)l<$-=@_bg?V-3__1aGva?U;+$L>+(-w2BdTVPju;Ad+Xs&}?AX#ito|2HDQC!f|0AcA zN#J)B?`_fzVVaqTdG;%#-09;c8S&3X5$X~n*HRGYMHb@hmSJGx^8)C!v4)VlNaR;~ zgEQ{U^^~gwmNvj)7l< z66Nm*rDEf(8jj%`H&N&^XvHg*pFky44D3;n4FoKWdp4l?e_K>z zSbnzBM`V72yi1a>fbmD$_V>gyRM?x{2=%R8>1VtXPAMj?DwxDs%i~o;zOdvcM4gwh$EC!_Cdlpt^@RP+qJL$P-VzY0-gMQ{m8!6vyBeEr zTPHnVW;Izmb%Og`X?=Bi_S^h2oAhR4^$yJ>n@|^*ReWhXOyo2Gv3eO0!`SZ4*aTg% zyxo|Km;_e|8^vwlbmcU(lu|AF=pmvm=UtW&XZxse%;ac#O4IPnmfgUr{1}(NuQQ25 z_|(1RZRKaZaQu|#eAgZY-CyWWJEq>s&jojnRylv!#{y~PbVX?S);?{rm+fGmZ1OUc zImA8qlSj^b884ilQplFEi0RP1-{3ZBrcy>Q9_~O-se5)&QWj%MEP_W?ne^2Fh?yv+ z%3!(@vq{6l8}1$fgQb}Rye560V|Xk~2`=$)VV*J-a+@AbWUiZDGEeMO^v)f9Sw+|O z7g@U#zwL*5UAOi9`}T;ZU*1hwDcp~@yZuKG1O~WTsO7Ec&Kj0%%vEo8ZTd_4 zVtsw+E$b37@J??t2ll96E=yTt<&4W)pVh5L87TNhC!NI#6ND3&foOp~ zpoQXVqjfP=z*&j3+-|;PMLNJ5*yN52A6o(t0{Ga;95>S6+23a06h2z}WXBa)X%&25 z`A-zvUSf~n$dL}n`OXdU%i{KC97UwYb?^LBA z1BU5^(0GL~~^71&mG-45gH;*4o6f=gdNb6`&Ykpicg*NxL-EfU-nJ~1} zf9h65;rdA>D50IE+KK3h_ovsL52+acH}3@>`zeb&&+O$N zzwRWRzZeLXEC4aiN2PR>f$eF*SV^4>YN8?#MUH|@-w?nIw%o_olTYZaS4xLQL!cFY zuYl68yd)~BM31SWmg zwE*9FOz7vjaJ8pEPZav9Ih<7u=ri~PE45uXa`fsv5=Q4n6-0O` zA!dWye7FaG6SFGr3#+RXHk9wq_sMQ57eWI!0vReR(1NyYSN``dr;T#$2u+01nB&`p z8RnFq9|Rud)`xg(T~qrA37J~3@hnS!|Pty(Rn^_foZqkx;-pq zlwS(s?6QtxGQP_G%l-6qolN-(_w&57pa>m7g)tTsv;R1pLq5F|&s?7lJI;rgIR7>m zHSKm#bDBXg^z*T$=5BGVm7B(jeG?8fNr;t@S0_$9Q`c8)ZWy$R?$E{-^YpF z*&`Fxu2*=3CeokcDYy9KqS19|V6fXmq>HEsUjJUD;mrlsBWd(EQmWR5IoB>?_$xAYYUrH^8m$;zgd0-J!KWWOcMO zr_`js`KyVPsGh9wwz87wGzZ9+0=rXF&A6NQ-Wi)mPsr^`8hVJH?sv;~sz3!@^X{4of_CCR2iC=w`3Q9o+b|7wb7<+0`Wo9uab9*<@^5dY9&T3_DZ>G#3 zI(FdFCX2Z`s#yl}y{jxrZx7A30gP!XM5R!@Mdq1BC~UP}3&D4s4Xy({F14qb`?b=c z$+&N?YYkj>9*|+uGC$0RJp};?YP;G8a2--&u{4_RjqmzwONi7HIcLHnjZ*8 z<${&t%fT%5?~e0u7T5))23^v*V*%v)6Ii^iB$kNyt~65T=^0$#0AlNY zEJA9^VwK!{i{4~Eyf{>3Mh&c=S}hbSd>Aq>-sDLL@~vkset`(RH$>FcuqmV9SzKPc z;1r*WoHcscn@CU(f-sm3XS8qX`v+Eg6}=C4FnM*qqRar8hFBzwspu6bu(x5{ab;BH zDH`^thE$Z+L2CmGUB=eBnaZgAj1Z>tbzEv?{fxviA8Ztc%YiJ&% zTQd@wV=VM|nv(HG*|S!NoT6;fY2b9w1~4X`;Z4XSUW8uT~hrAlq^V znR<)fJlf%`@0RN?Hzy|D(Rd&yXrDf z<}n42p-IwXde90O;|5EoJzpM%=|d@N+-)#dQfFY~H5%;0I!r(Q`~RuZo~yHmgr2IQZ-^j@AThtUdOKcW%Dvi-fJcd?P&obRC z>bh=y%j39l_Y3l)j}0oLU}!!+-eX~1gF$I&N`Ln6ekUG)b6$8qz-{Z>R5ApS%+K-D zFlcha_V-uhx@TM7TtCnGioP zG5o}1Pr3$|ezRqLr7>~aQOwgS`4K$QI`xHJe!g$EH9Uqd&mqg461K~nQ*bX zXyK(4{U+XSSk!Fd$yUa>SP5ayh|YDCqsU1{SFRf5cMfpgRL@nz^yoS0G;mD!*><0ixf>+x9YAPo#xBSySq*4gHO-d?zcvVq0h6)V& z&phR^{|bZ+HPSHGvyP~i9@^>O}U+hD0k95PO(IVdLR^_of%zKZ-ofW)&MSduoktOCahi&(( zeyY8PS$AM}a?BvQA0S!+s&b({kHbfp(>L!L>IQO<-bBW{_K{BJu&E3?-Cqb~uf-9$ z`S7-aq|xz(?TB1mWG?=zEK>JwPS(HK6yMm-d=B_YCTfX^b#qEn!dny8lkGo^icB8H zJv-EbMJpq!`F#yy83LU?Vx={%4kL|UPP=!^C*z)kG*wlcT9}ffI7c}0Sf1U%C03%Z z$V^5|?}#|DX6F?sA=>tWA_Ow(>e`-WC)XXXdm9~G%1^HI>?gEzzf8D1wA0e&k~LKg zeT{|_^S1Q-g5~>0Q2;mPK5TzD?F{Y1l)T71rFVMiUO_dfA))fyj3UXKI0F=hwO=PK zkHrzqV0R$NU-qB8MYB1`!mNYj_MASM2AdMp1wP^(E^Xe^D<(cu!(;ua!3 z>`JtTfr>AMqI2{xo0!7hzD6LZdCcE4c@>vOK#w^Fi-dt^V323*&V=-sc+_tf5*tN zTO(t0(RDwXu`+M3r1eq#v>>%%!6zi4eGc4h;;J>l}NWUMwKE z$K|IH_N`HwE1D4|j5na}QkOO+%m` z*xt*HVIR(v`6)Y;O1JwGiBMM5Ut%g}S@2oaY!9MUjuDl8nHM{n&b>1i!-ky7s&ncfuQ?1qc9nJD$ah&xJ`qyV&+T4Dk!h7iT6{`zi4Qz# z&7`yqGgbD%?_&3@Ekuri^k}tAameU&S4ZRLkr8IvP4vV^;$5rY4s_UM$@L7+QjK;e z>qy8o#xn&6Z#@}Z9mret+n-GG99=$%{f?}u5b;Onfx9@#yZSqfN8SY$xFBp6Z;%eY z$D)yY|MWffSiGfhduW{$B=}F?W9UD9k7=%j`VBs;Ba2#gxHdGU=3@UUz4 zH`iBP5)SAPjR|^3!yB8$gG+$d+BJla?r3x)GcW8Yhw3Y@d;13XlzsB_OwQl+juW7$ z)yqaweC4(O?d>T-`3OglvCkd;v*nUV{EE2YH*bUxn=D99B%JSmoh$nSa5i0j+q%{M{aLdqAKn5SWDYom8tuD*76Y$yHcWeG(*A0xC%THm-F7r4SSKB?deM? zgEzBfEoKA3X89$sqDU1+ZPfp)-jprNE9u5apCYno$*m8Etlj3$rrk@Y`N-qJ6kP4) z$vRKBuosD?d1>qyr4$&aJ6xQpLJ;aiR>cWXW;0_?4QOT#JCH_({mP+PuMscZm$EXh zvUkEQdB2G#_iS^?bL895OZAM2PdeKlMGyQs-M5LR>2I9uf$Z>kH=AM3Ce;z?i`>=v z+bz@viGUU*Ao%6TvLS@KfqchB7P659i||hC@Sbys+)bdh+Pg!`^#ch3o$xtMCcaE? zy5Il2n|DHLo@Z2g(tSSQ(XbMgO3G`FvFv;M*%PO<#Lwfj&P}q%Z@1_D-fJ!P1-0!x z%`!k7=*qHPx3*HZsZ0xp_Aa zw~-4R#(rhDb}aN@E=QTn$J$BAEBS~=J>bxCQ_}$R%Co8t6yw62J!$>2{OK+%3YkLT z0w32Bl%3NeB*Oa7FqJRUvSa}!E_-daiQy?O_&L4O@ z$+>shW2S<8sB_1wj!mcX9%2#{_3{PFN#=n)rHEB&1 z&Ir5RPYkFB!KrV1%1O#DQ24}gM6@r;c=3V2w+tJz;qwjtH}`1N3G`K$xTH!}N)XWl zfB8oPa2s(#PC+4JM;mcI8w{julyYPNXzS3++f_TQKiP~HAiMs~RDrGyu;|o0rMh-1sXs(9lg2!&vWW{8t#{&pwaMW}s9gx7CcY`q+(&Al!4p^5( z$beh5SO6pOt+FRJM3IJ;tgbm!;u?3Pk`5ekP#Mq+=BpB$+Cn@cs;y8Tn8 znY#|(m{yU+iQA#{KVc*Grrzwm1ervx@ZOYfzUHJ#L^Vct`Ad_NzsUjIP;!9I%Y-_p2qjd=>LGER z-yHu!+$_iWrSCx4u7K=I(yU5%HOd&T^X@gKa!)eqj0y~IL+5gPL>b+iI>RFSS5~oY zM(*rnq}j=n+R0P8lSYub3UPoQ-_}<M!*{5%W((@iTmo&VyJ2pAtv>1ZC?fo+KK-yD|%)^7?zKFREh!U`_>s}+DZtR&FN}_ ze}?%D`f)R)ef`K+_A=%(Gfe&&-t-lF_U1K)n|Ud8NL08ma(vO#dW@9*T7Le81yLkBr)psUZHH&F6I< z@RETmeTGI;P&59jhA{P+=oWz^z!R8&xg=05v+hxg^l+nc-`Yb{m+wKJtX(LP)192Q z^X0_%;IHu5OMTGF{&(TAVpplv=a9cv=fY}i;wmn#g8l<#YyY1)bfgw{wd16~)Vl&U zX9xC929elsv}<7&lG*lZbUEzc9oY2W-^f4QUY(r8oMS4S_oL8#=tP^R2frDQEFDFt z)=^k!Q6;1t;87T!#Y+q!nmAXc;*bMURlgjcSyT`f4Kw;IApX7weNLfW0xj8(lvS{w6W*A9TgmLEH<6lyK+jh(m z4ZYE!&!H=nRwO5UW&GIj*ZI@|c;9Dvtsqmfoi*sNv;4V%f8AisAaJQ535gPH;2QU; zR@c5jH&^C`s*fUdq5DCNzwZo4gP!4TJp3is@J&Rs3bTmMUibGki#XfUtx$K@qJ@fZ z{%iT{5X*@6g;JHjsWqhLK&>Hwq$>sqwexX&Q-NM(ciQuXsIJ|a*g2q@c99o!D~*O6 zwD!6Tb_&Wa%MR0zlYp)+phDSm=(S=mn6h;alk1{RcJoUIIZ=5OC(kukv)mYt36g6= zP_vH4M8*=8>ZWT;h27lJhkV{A(%LDwMBUx9`pCO!pp5lExSi~KelquNq-oA6%??EF zAIxhw%NZRP*%}Cl|L$OWazlPzf35XHX2BC~bF5fBG{^+IjhT^Ye5hg^Wor&5|Hl6d!TwrxV3LIAhL=s-BtBk{1&`E4-1OO_}%6-{(2j5*)jlk?7- zUU3bRc{HYfXda3C^eYd5NA!>r4hY_E5^Gc#nT1AHM|{jA3go6I>S6`sgBz zXJ)Q5Trb}tZ@};=E_X-Lwe(!4w%{l&CfUt)3$_uFg1l^ImF%aZs>7$NdFGSXzUc`d zDQXi8erNY$tU%?f+79vLMf;szb8tEwdn)c*`4%lc8KEw1Ml7+Gd=!(2$dk@^QO2dL zAESGt;wi@i3%so44q22C zG1bo;p%^zG)mB~9y93Z($9-PspVy$6w_D))oqojo2`iLBPiowviE975m|otVodD3T zbR0d~BEFV{Z$~5=H{lTfm&rL@ROE;*X<7Xr(iIZtPR*UW?9^Ah#B46e)8$ScsCgD| zl?DD;nrSa+X@VS>xJ!W>{Rkol4M3L1%^(8dHdSiLFBOZ_n+M{uTpH>5KGY8+tA~E{ zrWmA`!uS@~DR1m2OM3wG-;mNj+FQ500~92IxbF=!lW2n9aXfThVj?KV2~lQKRy&+Y zBhbj?0XoR06h`z+>0iTpXSfPxZVfgCQj9@XMc>8j|4!2qYTyFQ221 ztjYgz?sq5pzrE@##_LL8$|c3%Yr?OwN$t>QsATAU)*U51dQ zohL}0v3uyv`W*BDjAC>?*D>zgxxkndw<&6+7hh|1;LxqCvb)vs?J!{>dU0t9H)Enr zB}4Z7*{fn0ug;v$w8voNQ%CaOJAohQ(C&HR5dZx*|C=A4zB+@6&502v{@0)V-@N#* zH~hbk@?Tx~|GO&xcUAs$VgBE<^4~lw0s{iR-$VXiZEYnE7$DI!3?Y#V3=!PDHR{2e@3O=54C`}*LT$3pKRq=~6~0hs}@U=AL%d)Mkph!f{D6Cln4 z5?D@Jw>5FX+Z?!8<+X5zgBaZS^P_AYM!JnoIS(j2hz40;G*~sGVRCLe#f0j@D$p5R zkdQ@44+EyVt?U;Ke3s7_X2B?*-ZTOe!ZnMzCn{LqghYD%8uQGc22!ui_sgCg^L9u#QN@5T^ZHLyA$i&8714X>iJrp zm#b0>^9sxcY~A1AHh8%RDS#u8MlBVo`qhGU)&xCh)vbRhkw7lO8b*1$_UCEw`r2nh z8(w@t;Z}#hJue?$`}ZcLts4Ll(G+fXaCT#KLsJ`rP9${eM+aSATqL2u4?51rjW34v zK?7WO^$-1PTmeOp3=Sb`#!&i)4-KG49TWoK z`7AypVpx|my>tsEAr%0>oeWr$eBBln{pb5g{Eaq;mZIe!WJpIpNw&}Y`0-;pCbk(_ z_tM-``zOs}lrMI8@`bJEa0A7S9jl%%UWj{s{uIQiJhUErkB7+vYF5JLZd_)%qz$oV zBu;E!Gn)N>8pS%gd1&(-7E#G@RXK2e9p$^8RsHl!20?K_w4j9ma-k?+t*>wnw5@Q98g4&ZAw62u6k%4QSu~Pi~ zC&rfd&&*z-B01Y#ebDiYaH;>P60N4eey*~sg|AWM4T&~4)lDxJ=bVv)LmJnJHqyv=f5(14$-qi@}QN$T+?7PX5fX`g@jTs zA}o!oT#R94Ybx!g0cKR)nyvjV^Wx;b$tGg19FQz-2Owz-1orU}Uk$31bTM)cc+iX$ z1*4uWO5YTJe{V`nvQ4n|QTmO*LNgO;#q8>V3yHPmQI8U>-kThk4j#w{IMh-Ps!KOI zVH+sR@a1W}c00b|_r*5y1^&v|RWzRM52Xm-h*qmhLd@scKXqW8olg`D&U<{cn6T7# zs9&Y!9HeE2Py9Mm#w_)`;knqd80+?Pgt6@xQ{6rZ4#s52C0@p1xrfP^ecO|GV$VF_ z%veC=`<|CL#NJDEJ&>Ah2T(T!6D_eU-LRhrcAY71W0GgsvGTM`!myr1tP6}cj|Ku` zNC-&xjezcpchC5Te(;hYX%+@87zc{bssLl>R)%!vt4kOS<>fV0IAm?ZxV*h$`s}g| z*ln6-!^NV=++rUW8cZtt%NA(OVH!Au2VK1G#}fUs8wt;jFIsd1F@Y9M$heyQ%yseI zv&uXcG*aqZmRgIe&mY$K(p_i7_+r`vfefE-7B4^+MF&hZAo&!Cq%56<3>A!mje*I} zL3}0YpV0~V=$5^jWX#-?eb0!uQwYA^s?g4Hf+?t6aq2ZN%I+85nK(>+CsRep?x9QU zE3{*r{7`>{(tCe=steMMbfH0##IheJVQj~sdSUhFyAs+nHa4XZHZO#9j-zb#q-H}E z=Wa-eU_Nk;Y-DJ+O6!X<6vEFr=bbyYuULL3MG|^9aoIL3~UPv45C*IF%&AQ?X8fi?bGJxi`=6`AW*a}~s=IUwuR4fH_6m8UB~pJV8$_7le3*Tu^kt+dY(=fCgi?@mblECM}GzQcDc za)xVl5N*{W+Ft?FPx2}k&b09NUND;YtmADE`Fue6n_)WU$vb}Oo+F&cV#I9-0`Z^hcqv>b~=4v0Yb~?&Q;2n|_NQ>yoYovFGiywvmIyKlQHDDkMDlJ$h%s7e;xd|`Z zFS_fQhjA8{5b-W3_Zi3cM|!N+880rH3vyAMprV7w*|dMmq_yU0*JwTc5_QHK6n+@! zYSl@f=+f>cMXrAiVE!OMuC^U8W-0bZST=C7Nf734nVHEiUEEp#|#L%5IG?^+^B5|S42(6;D=nD`i52fCC9oxQJpPsCB_Ocb5e zhRAns^12@c3>r2C?W?HVATky%;yYO+7z$b>;^^EM7~;gFwQ#Ki-}xV%kx3A$Xss=+ z+sk(~(?-R`i}8`)=>#1BetWsYUAwV6aBf>L*Kta+DzDvH$qAJ{xzgi}iToA)0e8pg*xWwJM*AJIs1X^1bvN22(8F0i#UYeBctmd}U|@Ux^|Va>GS`{IQZqQifM z+`A?Ac^(8qqWL4|3Zo9Px!1%}=*bse&|%aqpx~@D?rXEf`R@lW2`ZA(jv*qjly0v zzd$XaD}4S%-qrrEZOXBmB`@CTpGTKfxiTrQ`_?K`ijPM3by2;9f5^rwZ)P0#&^J>_ zGR|-Lv_~mug%sF(AAlL4GIi<@l^Iv~V$1ZgoBDh&+XtFZggCiAF|Tq$`#Iif-(<~4 zHk}toDb`rSe$YqBoYtRV5bkyOB00^qE;*dPEq=7WMN~T*kc;$9{V>28vY~j>0~|O` zONAd>Uy9JUGc8e!cKs+-A9Wwl&W{&63?jHy((+@o=W=q#V|;Ik_r}6vdy0tE#K2~z zRm#=Jiow>_bo7A-bdRfc%JR2cGiXRB-X(~vxGAbX3As(*)&!m`GW8K0g2oR8q5-@I zENWe!YvgL|^B!nKa7KA3^(`E1WqDqBK)#ZX+>@RO7U{K|(xj9x@s#_-(CDXnIf%Ab zx6VRyG!FL)}pZ}*5(9sFW_q*-d>N|S?njQ z9PlqWs)#iEtY)=&d(uOC^kUS`D7M^}Pt_aa8JEwIi>&0Q63I>48*5Ye@8dULQLk&( zl%Y0pEq`-?$Mtsl*~h~DkvDI9ihUDVc~|m5BhPd6N$4}TXJdrVZi^Jlgp^AKW=Nef z*vv$y*N)9(&2DlZrpt}uNA2`yh&-%x8+A_H>x-nA=3OyFJ(Sz8%IN=O7v_ZwATH)QENy7E+vs*r)v$M@=)R1s{~_WVPeQPGb4IhG~835DRT zN~{Ac;&2iDkWy-iG1_uDPLaTuMpdgwP1<|=xP#}mJ+NP>ZGWwUmL%vS*-vKw2sa8p znNU{72kI2qkF{SOIKtf2s7=MK@iIM|CZz{UeO9v395=QEz={JEA;cXsm_}sBmEz0x;SD z{c#3k-H)KcS1%e=zcCeYIX$_C<#Y2D`eI-t`mn*BY!%7F4JsKmexZ+rY|aEC$tErO z1l3-*_(&VX<7^v}l#gZvdGKNI=uG|PMoGGG{!A-~mO7=bo|QX#Nq&f5uTFx|S9pfu zIgDn+@VT(TCbvf5eRYajcDl?wt1^_S;x#<>-6SwgH%+7Dqh=2r zw`4dJusoA8y>4R&_VRqFMFu<%Gb1S>xrL5>o?4oOws9kiXbpQ~k=Cu5BqEbYhUwu+ zcTV+nJN?}zY`Jq(7LAb1pujbFhf0Fx6PiyaUvqlA7{BYu9J?-l}bNDB2;878Nq}Ani(8;H5zU;O{+bA>k^B}1EU7s)ihYr!gqzu0|{cBXb zBA?WWXKkZHQV3pm*}HFcm$}`yVN#>*i;k#@TGEr0X=-Zm?{$V%zj&2C$#*MgHq z+WgGiL~ARj^@&z>GfJ?u$BD+eG8)WcY_U%7utBn8m-fE2Z=jVc0ShechVI?PF~Z70 zY`v4I?hNfudcvJ8GixP_EupeQJEIhGpUGN`vK)v#+`eR7PBU@zlj|^f?rK~`NFcfv zxQ>CTNslg6W`U^%1y3En+d)uTC9>) zW+RZC?4Md3Jv~QMyFE@O7XWV`EAn|^)T1#(&fTkyPsrleLJy}{i{YKSogc>4H0LWL z8kw$rxWn97+^IxrP|v#4lkC4Lsrlym67Yv&aclIqA_vCO6%X;r{kE?G9#&^Ofml*t&|#Z<&2z%h^VP;2GP;cNkqS4 zv~cRCpL?6L+$EvLx?{V9wzH=jh|$1CywUfpaN!+R9Cg#P+7}^i_1opd!2yJ??aMW$ z1I`7SkA9H8syBlL;ttb zj_;4}AHJMV#oS)2g+#fe{s-|rix2i+#2+Q2QM^CnC7+QdouYk>jhNm{zBB$F@jVRo zS0s&OJ)sQOHNSrsUeq9z+iQ>Q=32iZOq@&pLHzp->y|ULhNP(s4Nff>Qf=qjFx!aM zzI`;n7QyzZBc_wNI^@O&l9an2#KSp1`|+JG6B(g+!%o1~TeucnnKMSDAbfd2b=ka4 zYILUwQ_lGKtaza;J1$P0Q`x5?V*mjZ)Ud(t6}^KM*(+h_^Ng)J zSEo}rdid@07lUTM@SgUCcQew?E!~aTh(-vL=;}0MnzTuguNd(Q-H;KHOLX?KI?dR( zYicUHEE$)-xtQBVHB;6pnrIstDW|550q6C_6Ihf1?F+Cd4+gMlPd>|y+Okd$3+43w zJlHYl-5N#=)jG|`uf7wBatW8HVqUKlk=Vp*3nf^zXEUbk!?57KGiO;w>=+RznradS ze@ik1+3)B!-%prs!l2zxX21G6!|HTFYtnr!D7|-XoY%dV&wNa7Z!?R?1hw+6yXVhI z9L?=_*lDY=&y8Yx);!A_8ggs2-JTVcZ9e!wk8{Ozy7-5MdF?F4=V>K~wHS>n$-m-r zLj0cnLCTH^!wW$w-c-rN;BJI4{7p?l@o+jiOMM@A_1uQ3`xiqQ?at|P?1c%7VUT6y z@w2^dx$MePLf+8TbG2b=tYB~I9J$+pOidL1;o`Y3CXeG)_|48+GZ*(9x?NmVjg+Qu zxp3B$x&-5OSIqgIY<<)aGO=<@G|6NtB)GwGsZnkMZ)^49ZgXjQf;W29;!>JhOB$I{ z&2kU-!gg5_Z9A`H5tP%D`|#Z1Q$US+#P+#U-Zc%Ai^AkoJfHMp1uD@AI z5}cOvM5#RqtbN78gQcpxsVp!`IL@JhQoPrwjv7QUB*R+CyQ}x5NfM<^XWMRAi%p2# zx=$io=G{{(cJ~Ik(hC^vzARQukMZ#KdXOwnQ@oVO6vkB?pG?S^s=_#L{>b3`!xxu7 z5gp>2Sc?<$-G0g8t)ya1as9GBH_SaVe$F~!(GCx4AZr49&6c9PXg$kPfb=^*=Mo9q z4c*;KdxR`6v`6LEugP7~*7ZEL_oc|zi$)TR>~dQJBlx`?GqU+zndu0e$Er>ofm=1WyAEI6ywZY z*Q;n=KkPm}^p_AfH*PA`;+Vg1_8vw|y2uM@GJM3!g`=kmA=)z}BK?TX3$l5l7VR1_ zE=bLgzVKp}1DQ#o;yh0rQJE?v6mn7|&5}Kr2^!Bo?~m)Rc>8XoZHn&S-I!9S`D!h;esaYyM^X@kY}IWzs8-}B)ZTg8^a#cLGBt9u<8G}8UD<*7_CPCKFYIMK>|w*h7@ z@a)ts2EMcy^Jq+zbAQ<1b@(}>e?d{Vq^`QdIT*Q=rhTX%;&85wvGC{1?dQwBk0;)6 z+fz?C_KN+u;2C4X@xtb5ooq{hvvA+FL&uFy$0M{;kvZv^uic8siy*LK$u7TlNKu^o zW=d!0USFzQV^jaHh3!(O8D6MQd+Fk)SSv5i-Us|A+Tl0EQ_@0p1<9*Y8QMe!U#=Bj zfs+(lZf&;T>JFcBX847xHYthF)zCaM;|iQ%PL(MUL^MC=ka55v4Xha3|G<2e_$uAS zkEx$1@^FEMe?cctDfa&mcGgi*#^1VEa*!01?hurglo-0C1eI>2J0xd_p{11W0i=}f z?vhUFMw*eXq3+AC&N+9TyY4@(HA`ZK_ZxdZd+*P~`r7ELpZ^n(q_Em5zLK7_6a}%Y zby(Rf$0#atJ4a$|6jk;T)3}X;F<(C?>Pz#8%W&G8a>)SD9xykK6`-WvhkI8w zN-ILEME5lF>&5oO!{!5`+1*96_at^QReJQdb=f!dTN&6{ZGY4!V@;oui79)PYrvvh(8lvFSW)q8^qOGCXwG{bDG z_qzi7fuCZ6FSgH4e_JL7mg+#w)o5JjY>}9VrS7yEa9tOAt=*3%%PfhUTcBwlhriUQ z$2d~`(}arjtxc8$r1LS^j*Z!v{LL>?0w@=8Jg2}!MC5^DG~lyKwmBao ze?hANM&&!Rk6^n!sb}v~FWBaIsG^7JXze_Y?8Jgb-md)^NCt!gyZfy#;i{s9IQm-? z+6g@KHzzMGtgc+UWe(%=6}{Pgjy;ey0am*K4h`dRHp_zgw^s=~k@<>Z30-hyZ$v=; z=0r6Wu<*KS+j5K{P@=>wm(?A zRM9oVVtjZtXM|trZ*}Ae@=+wRo0aiV)TN*9J%=$6bP&bJU^ETD!XN`DKY}D^#e*bb zz8tL6}+6(|_9lN?MqaW8ZV-V;L}xQr+Ltfg_!*`8m7 zPLrsvlA+cy;@YlZsM3I|eYqP~up$)%(^1${w&Sv}2m)}y zJg@?TU5MbP_t|gFZma!?yrxfMEp;ncvLqaOmJfDBIoO(<>-zF&IA24?`i%JIm{tol z;M$Xz3aNJYw11)Sma}%gmKt?~n4V-(fh?Z^4^}L(R5!`%$ijoms2UR3@EGgMQI)Vm z`rX@gboNO}AaHpa6pXis_v?apL=YT{od4&B(f_|T%;kA1K<+mlJ?K6nrjqNxEem~u z-W$(Tr~K3R62sZfJy)eJVkE`H`c4dhfl58Lrz9mntPFAJr088%k-@vE{u~X7Ii`NR zsw&23fBMRS!4osFW&KlFx0@cV6EY#O&N+S30NVkntsr98uRZ>cEfpTFC`w2PY^j*7 zLwHTv>?XWxM}4>}niF192g>m1*`V1UsGfFwZ*^>kIRPj%R>v==t=6l~4s?fY4gk(74J05!itM`^f&FeDAAW(l&FmDKGdU+7Vc%TF@q{U6@b8fm$al9} z5|qHZ@1D+eKhRm-MxU{LF_CsLTv)2KLBiU8182#mF3oAm^B%UD*6xhwyJbZu9eP;f zu+WBu*{+~!r=pLj^XiOd==OS>wJjdV^Hg%|qTK6ubIzMY7R|^pk7*n7U+zLck53X_ zD?dV41$TQ$*XrghN6_Z$=n*@BfZa2CACk|s{5e1M8JEzEVA?Su@v|1k?!ZxC#-l4~ zhbUjRTrElkQ_`eviC8R-3Ws)mZRm+Aqjch!I@ZZ54|xWD2C0@QJp%=Z)bRy-f&#?r zD}*tjaqpDerR8MDz{^Q&pEQ(d5!Y$V&w) zOYmnr!WaNiqu(VFLSU@&Qf}qpM9~cd?!4 z7;pqnb9lhSo)XB4wyy<&a3n(Yhy^}LvhTE4>L6k^v!(`x?jeBk`9lx=Lp_%d77Z{g! z4pYr%RTeJo{9#t9_+}t`NrN0)-#`zk9Cu-P%hJtSg(lrs{jZCMrS!EAteIbKadk07 z6^q9T60Ce9cswK)7%y|>`UBtTCb4p2XTV19YfaN-4ZJOT+#`Y2B6st#)wP(W9%T1h z9J44%tk6emFpw^|^!-;hC89rXgQy)hj|>McnLO}i-b>~B^T>(c@Scg>MfMO2bur>z z!}@c{o68mLs1bEUX4l@eYq6Zwy#Aq8BOdh6H@RQ|gviK&Y!jr;j%L z^P@(XpiZ9Zc+-MnHEtVos)=q({3=eG9QxY7#ll9;lDFzg^uQk)^ybf5OGta_r)#++ z%CNn^R+K#QuLi7>>Fc-|hf53ffsl=Na!1q-Br2JOR>fdqC|+_&oB`?KJluOf%&6k| z_Nu*+f56?--$&~OP8MJSwLIn;;MkUXL!V5=ctFLe1m+=M1R-nHPBAMD1ZR5~=}#34tCB@9A1KsZODN(EPJ{c(-^ zRPy%@i`nqcwD>RI`5+Sr)p5NXzMNRAGAW?Y;U+lt8;n-cblgvXJ&V>6{Bk|x$5%yT)v*EdRW-g7wnSA6cfEl0=eJT ziEAD|(1p`|Th1iLSI5OdX%a1_&e~u6t$AmV(;U8*wP%)QZc$fj$Lu?9uTaoPL2yq11iLlh7h8m zsqQqDAT%-P0|oUuv910d+@X=x6rOWwdl^Du3o_y+`V3^gBdU{*E1ec^*kX5c9PSiS zCK6Pqk+es1;Lpfoa*`Z&P6bc1*v+@=FRc{UawkO|`HY|XmegHNGAJYtnr%>x2nt_i z{9_08VJEu1WQRMEcFkgOAd|Z+ejLS|8!A-xbm!8p|s@HT%KJ^&HRb6P9^1 zIR26C^fn?yhA~I1|1{=|{X;EeGDyu|5DAnj9F56Quz|Pt2=UKz<8@`JLUXA+puk{W zm8J{uFNQZrYe2Hj2^Jtj{e-hx$k!3ko4w=g=}raT@!A{5YdDOn)+G`7jMM{~YLF%C z1E>#+5V>~TRdXA0qC3nn;MSt2H+I0W!L%z7?f%k60Rf@JZ@J=d>JGwc%sC2=;*54q z?}C?##<{G7@YOw-b%8ME4r8X~_1D8FhXF(1meCij;X zPB(K!Hb%D?l6J2#2v!*;TW9VU|IGrBsY1Ve;T9@o^XgpLFitb|T!||T8Gn(3%5)S4q+a+N5c)bV@`X}9IiD&3=kQ;18o6wKYT515BYbz^b#m_xL6sU>NJ9S zdUBbEISQSLN!)BIh=PpdV>!HwUq&j0ivlHss@^Xg*dRu%oUYk${rae!>PO-2&q^H8 zciN@c^YJy6#V%{Zqyf|WT zl7VwTtXnxetbIqb^Mox{LJLa(A4e5L(JS-A7m@*jSZDi{BQ+~hXqdVXd8<{J#S$bh z3_rZclH|;&p7KN8UlmY(-5T#-1rIM%*_%3W`LFPErCry_)~e5H*SvMoo#O{ujWZqpGjgYtXO~6d(U=86;7WGC9r!} z{c-@%!gOrsuGrT47;u)IH+3COH zi|;N{hG1?Dzw^MH77Z02xhvqxp^9?2IxWT*`s=*OHqSHfBtg89tJkpBvgMzDAR>M_ zRCs?hfu~*%#$&vaOLGVDT@#Xz_B61?~@n z{?EC`_f3ux z1dqIfD?)Ng=apkySW5X3+9|-P(dXmwVZ9=bGaY;syZPfew?e%m7XBQYDnP(BLV$Dx z)_>I+Dg@-mg=~{+Q~H|Z^Cj(a=R#Dy%(aJO)-2i2>2JbMyAb(R39hfH+(1>8F0z`^ znOKi4@w-$N10TX;|8)7>@9PBa9@fvh&c1vH4KdmE(CT}A%~w^g%Og`iJnsD563>`c z_t;oHWFjRO6re&!M$p$NV%Em)5e7XCE0l!;lj<&jQ&%wIJ^^*08*Nt6Vca1E2y}NH z^$(x%$Z11i+Tt#L(! z>=AOrNtH7}S#6L+1q9_-MdrZwT&g zMZ71@&HlR~6q6Igkmx2ElJ1(VMl8a(IEOz-|0lABI@Lyf`RwI<0ZmimWQgEBzgx9d zbbs|po%Q;I#_9VojHj&b;=Zms9H=(!#d@a)=h#qcROT6R+Iad`f7dX@ZQ23?NKcc9 z2bVxCu3mSx1Uc@LjrShXb)-_#3cSfOh{{2+>Ej(;8s3qO9=hL_BaEDSJtt$3BhQQO z2_}wZPrs1IYw#(3?LHcEAZ*j{Ri*h5Y&8SC$PDoD* z6EA7^?dc7+B&uUT>Ra&!nrZX&=#9rjLM7BZ~IDkbC+_VcU7wVVTUB@f= zDTAab-qz@{#-IobLcjoM_Z zagvSSoBE09iBJw`HSd~#T0lhYVH8x2EM$An^@yEa!X`8Bqqesj7STEiSx8vVcEP=u zl_9M={TFq;vR@Tx3I=g04zfqxjis%1Wv{IAgWlU+u(0;wcb0IVY`DV;2WU)7xzR?o z*O;-%2n3~=(S*tVWS%^8_o%@j%&J$X3TUx@Ja+;Cp}w>viZx^kssQ?fi1BOtkQzz($->-`2eQPzgJMQkt5K? zJe${gvY_DOVFpIx%%cnKwYbc8KnLW2BHuiTl_H&dPU%Y@pcjuZY-;3fwW1n^Et;N; z5uXYJV~LJqmh;huK8>Eow0&g}KL0uam3!Ko=;Ii4xKooH!qJb;K7tVzAlOC7G!10t zy%@G>kBZ{lBSO~Yqf0;8hTh!)1Gy0{)Ha$W;4ZI*n+k|Dg?S)$qU;P!fKP#4NL6i&#ol?0k7(eLE zGw`VhRCW(XW*bVcCW6|GAdy&6^jXrWtE5jg$zqIGc0=dn4(Te(Ztp^}hBkUE=Ip4= zm+wYuTPz|i-b6qqG&vTETDKO5ExN@@PP%|K?qs8^-Su$Rr)lNx7`lcxL?o%b2!haT4^ca&M%I7MHP!}GFzXvv&^!>xK;r*3RQx$DEaMu z$-t+S)9xd!VU=D)#R$4TUvo=@O&OmRVqo+xjjxY7$!MFrC8E=>cAsLG>mRDs#Azxr zuLEd>(r5nus|bGrIP7gVQ)MFdy^qdFNHmxbIn9$B%`r#Z`*X5D8c>}s#y5~|nL18* zKJLGRmuXJ4@++ypqPt@RP)=>Ql0ym0Mp5Vl^~sq)VR{~`K@y~64xX(8na|RvJA$wW zWTX89af-OZIy!0z_$R8TNQ%D^+5=eujtk&`KtU${MJzdPm5O2q#6Le>}hf>CDA9NaIc@t z>oYgRt4Ee-Ep?e}`arvvIe@`22iQo)Wh@S%_|wQI68b)I4;y8UWR>g+U(%PJ8UBf$ z#r~A%z)hi-J^XwWgN}6XV2;hIP5Oh)%OrrEiLIX-M^klS14Y8WhN7hj6mkwSukqWD+^lRwqBnDnVBf7 zh@I1sGTiP`yMCZCedNo5NJrm4%bO(bML@SMcu@~>)GYzep584BhK|XQ1kKr>X+1hJ z<2E>6rSP`gMm-A1CfF~A`M&uYQS%Y0I8?dklcxHHH9i9ZRZ*aSSMuhY_+T|>{hyd@(I0FB$wLqxJWE4gCu64Bs}e&+ zk5T!T0!lrI#xKI)c{~)VITiKfaki%fbnOq;$?g60EP<`3w6p_)&<@Fvl*u2Gs4-Kp z!0s?$@_)!1f{ z$8kH419+lG0BEB!sw6?6pplJgJW^~@Yz}>r+H}}~y*c?_6}Lqy=>U+ianS5P&%=ns zNKY*!1k0lo1VO5xa+ts>Cr1=-U8d41lB2$Zl>?Ha3O5L%fFGmyde#Ch4uP@0mZ)ap zc#Q>ReEWgNwuyjdVp8GfM(r6D^yDTm!*eq^yUF8fBQZdMq9yv3WzMr=xkC!&(!i(C zhAv=diofaPjEd}M&Bg@g2+NBCDJ_=JbE(lg=4q2qnq@c1oAt2E zY$)wMT^Er+aJv9OfAtb&IFYrjv-Zt_I?Wg8Tr03KA@iQs&#GOMb7nQGutK9Psgai_ z>=stL#WszMJMsC7ZwfV9u?+0?4Cfx=x))kKqTH%o=HjNN-`m^20=9FQrgyxM?E7w6 zp&nnsrXaU>AlR5Qi^Be&om607GT*@THd8w|GdMPQ4uBG;nZ5ymIpI|er^0G{8f^kCS1@NmMDx6ox+8nq1%XafNf#`bU=cb@uw;Le80jg4M`M9|+ zr_Wx~oFIB_55pT20xUAFs5jjIKi%4HyJ!O|MYd zU`kr`aDqDX(-an*Mshym*2&OtPN(h8YnAyjgt(6_@7?~a+6iATPfK@z`b~lNJ0)H` zdi`{!b0V;5LWk_Ew#vNdy=2?7b;C8dYZ>rwHS97R5vQh=<JTh$4i$!;M89A6P;>%-xP=Gpn(G%hH7j``YUuXI%`)aPlbnH`Gt9XsyBE0ajgR(+4E`GaKiFWGaGwwGja&-<|J;%m@n z)^`WCKh^P$=eA}Wn5;3Fp*zv3G>HLkFKf%P<$49hSV%#WwCr_ehS3UnB6#^2wo++n z_$+lwws@TCvJb1G?h&vTvyWN<0=5K=|Af^TB&s3k5%015LRQgAh#SiEv)QkT5bfWX ztJA?^x&rE)t4sM{#%@y{ydUPCPXSQvvs!-D$o#tL{AanU9RgK900woUAU51;4hs#o zCn>#G7=@n#1I#e~a%BhxWVn8}ODvRITd)>RL}uRBCsqEG<9Eul+G4tSJE<9nps=5W zJG?n5u7!mU@sv=v!)@La%C_$4+ylKp4;n9CmG&|EO=vSQ{rLtF_KBrM)=PZ6CCpJfaE) zdV)GxEY6GNK$=_C{EBHN%&Ifj36;DLy?T%5^a1~{^GM%4>HF8)w%o~;G4A9cW%P=M8iWGA!aD!}m+*GAo(HhIq;UoSepPs5||d;qB zBnV>8>Sd{%LC)c{9bs!5^QAfM6Sd3I%P^rxA-0{-GwLfk9pP^p?=&`WjAw@hRyATv z#i(R;Dp#K4VxlBDe>Y;PGM8On_lDAz8Lq~8ndOx2GTi=&0eyJ(n764;_8Aqa%13ET zzvq!6bdGv&Ug>mk{qg~Z7zy-lsJI)N;)ar<&mAl^f3f{N z8bg9!gfiFzI2o9}#HddO-~)43fbe+1xeqqX4690nk-n!ZX> z6x;k_MJ{sk>w;}pEdx=)dN(J!OU>2o^?Itsmj9LR`i+EXOpmQFI6S;FpDF@7UjqR_ zJ}g%t@)*}dH2wS}e2~h&5QWYb1hBn~^KV}rZJi9-=xM5M%srReS6d6YmE8vvuwQPi z<>c#3)2F#)t@3(6=gW--GFb+x=c)9bCKF09t(d5evf8iu<^qsiv@^}{&4g7RE5Ett zScW3wc|G!W1hTq`)}_AjuvA-UM>=o9ysH=1_=)zf){OAcC>5k1fewF~B%sp2lRz6y zUe{D))NIe>Iebno?L`av@lk0$Pp#_1T*LI=|uO01!z4!y9h`rTUa;=#Z)eSSB%nL4i{3_SDmPd z*qrGfzd>Bi)htb+;Qihf0CXf^;$Y-*kk6rF<^39^s8o2*z&qWQN+QLV zGC(Ao7prgN&UqjQQT@UX)8+0H%|ypNb%t%<52J-t-3A=4Jv`^Q!%DA)s%h=+9r7qu z;cZ=@Q7Yh?cVn)m`FxeNPnCFMFqcMgjiC>W3xr>do6FVI3f{4DjfGdPeAkoBQ-Z#Z z-RynP6y)Dn5(UU)cC%_@TwcpoWWFl$XS!;tQDwvlDhhe8PFbxE zm4I%gWVN&xzXT(GstvDQ7Vru0+-Dknkw$x%p?X3HA@t{mJt{%#`PiNc7}_zsEU|qZ zW>IrVIAVKbi^wW(>e}LR3hNE3IRaIkAFCIi;!=wU5~TQ@D-#gElrJXnw~nuz3TJtr z5csHMTnHfJ;g%F7^H`{C+X6o5?Fzdyic7b568-04UApK8_EYO|^uxAZY& z%&sYmRCZTZhx8m1!aKW|s7dB}7)IxSgm&B=m{5G~A6Xbj4gbVy)I zk?bhAxVRXpx({bF&|IdMbpg$`+QUoirbxz-t0iV)ncO)H(9l3wiS!p$_ z7LbC)T|}yqO;FYO>Bg2;QWCAPaceXd_Fn4Oz4}$V+_&4naqfHe!DRfT|Ga^$Q>Vap zXkjuh>{biXl2a^a>%Q)kYj+1Kql)NlVqaBPMTi^+ktePVu-S$En+)P#6Vm1bjBOsz zW7&9Xad-dcUH|(F{xyDIfQ6RHgi2w+2n;0t11oYC`sljcYmo0)>EU&moFAe|RKr!_ zpa1#rQ~a&z#oODhvq$Rw^UMCXQU3oAR^(5Fcw^eSsq6pief@vF{a;Vu`P1!p-F0Mq z4-cRX%m3R1C%@E-481=Vh;f0TrjYyQUs0U13|xP^RFhi1E+daYQk9PYE%As2tJ*Bfm0;1DIVhT77;1Q1ISrx3^o}UMH6-zv*(d)MN{sE-W|wwz9(X{X!rX zdCI@;b;g@ck&+tydEPxKnTAb3U^tzV?U`ur>9(;76@M2c*wJri;s^IljrqLW$xOw? z(803v{G+)_i|AyRgJ_szje`MIaAIy&Zzk&C<6hqd*WD!nklWJtdn=9BYxM-RKhzqf zt3*S;evqVqJMp=3BlSBj-R+l6G+J(}JlF3iBpVBi|8};r8I9%8IgHO5@+0O2wtOe; z>MsC-K$3E}1;+6C{zAfblT>t8UipRPM2n)~Lp+&qNWr=N>0z1?>zw)zY1-9_xoZXS4w#gV;%!g(Kj>fsinLQ+7OnhJwT-4! zd;8q4-&0z{)~K_{HTr`i3+khEfd8!b zCvvB`CR(JVlJXnfZ21b8(#1JIV({do8L+4x2iqYILJSm z8e}nUMYnd!3C3dnm&K<}JL<*wT-{H+R64Vm;jmlkMUZ3w_Ot^R_7tC0miOn+NA&A* zc$5^_&(Uy3$oM+agdhc13-3pgHgr>i+IyZ8`}#soSIh5cr9F<4ZiloPf>TEZAw3W+ z0>-K=z;hxs-a*uCeR5X$;A!m8Wh~gZ;bOk^m%~;@K={%gB6p;qbFfO$hhTs|5EMcU z`AO!wg0-2v3>~-CzmULorvN889HJsbPq6dKVn;h7i_woA+$A2BJ>xqivunUh*7=hI z&CkGS#aqNkQg#s2J1y4Xw7PtTbH2Z1HdjjzTpk-TOGiz2Imb`j3$_84M$#NNf!~Ey{{#((B zDP7CI=zy!rz|AVYFU#|fA6s&j;j9y$y<7c;#dW2BZdjDbg)b;A%^~|@0klhOAS(8B zsA|eeKXOR8r2@xng%%;gfl6!*4sALSJ-9sX_xtvKI6U&FRPV6)p?`1kW7BB$d6l2gJD;1 zU9a+#uM*k(#{A@`yK=An?O@V(4uMF0FH9ZuJi{Y~lRv(9V)e&Fkwwr%pRCc9j78z0 zspl?(OX<4Grf}}Otm~DI_}*rv>2JN{mWaX^zp>%JyF#6a{uLO6O0570S1y3fpezG~ zZgeN%hBx%X+8_4;0)SRd-}QsU?^(<%HCn{1<4xN(Lv96dZLeZo(tkRm1Mou5tGou|^&boq;T3zs~HZFQ<=_7@tKP8WTxC5#RW zI=m!GSEl@T67PSB+zqg%h<^Iyb=Z!H%lp(F04$52{C%(b(Y*w&R9ihNjwts(y|MtxMm>$|bQ(<$4}_2nox~%41F} zF;W@HDMB^nrcn^bIzLn}gBRR(GQ}PH6Cn2YRV4%A2xFEk))9O4)52 zM6HNLjttG`gFnhRv8UgXxZLF1bJ${>@}@t51ukMn@=zqUe*E)dBryuw6Fep%=y;Kk zw^!h9chhz%ct|->lI0@d=lE_rPbb)GwNmGj%Ygo0A)o>%f}HQw%_(r=25r{ZUjp78 z*90&MhbC^`TK-O;vUN6eD^o2;G!@9$L0Yr zEtU3*LX`kz+XXNkPpU@8bxPp?Cbm{~(LkC&n9({8mpu8ApJ5H)ZAh9P2p||KOyYGh zMF8%}9B_0q-x<%9NCPqnUSVt$GvKJ^^F>a;mBz!Su!vruP21tnfEWChA8@J{sn#o9n8Vz*EW_qX7+<^@TiE`}L0c>qVK(drA?yOWqRA5hZlY##1tL zS(Vmbt_aadS2j>LVxgvsi$R0! zOLZMBAgnPIJG}t^y;->)+LD)LK{8QpVNq!@OjHp3G1LjNRn`Q}9(KLHePGZW~K%(xnMZy{2a)o;cZ z+Gd>a9b83!ocYbXv)}#6Nw&pMKe}q_)AyV#5qop!DLpkMb`AU@DP^ngM+BOKl|VQ4 z?1Mk1e7Tm{Ae(swm9XFntGwQoyb7G+O-a;VDpT?&l5!~tL!NE>Gn20J^81arq;|*% z!4C$VTR+`11azl4u$Q~P@`JH@`JtV7!lhrM{+gd-p;sCrbR#qR3R3^hl9I2_}~ zWS<|3baeqx55h-cMs1IHyj-*H*^B~MBL(c{K53NbSuJ_2N6t8+y|0r1n-)dB_Tviy zz~m{OC!6SdE9Ds%+H;$RKe#R<|CiX(8WlJ*r)0q&;==*3$`WK1+mNLJhK-F!@V2d| z4+w3DcwEdYzdk3naWo?VVSA}XJ|!@@T-XAWKzg%hIDM}M+9FzkPsk-G5z&p_MW-3J zNv*|%;3Gi57MMQz;OzWPOKShHYmEYpzbyHto71N}Xmph+QIF6TM9)4$xeu6K zY*QTtL_eT}BcIP)0%0|^EqNGbU2jLmP`r*jHortrjl(iEMF?c%+7ltMt{mMH#h%@4 zy^uuT*o)oaR|5+W#n!~fwwtR~j4*?H$AvE{?|tg;Sr$CMj7}Y!;Ite~3_^w|NMMbDQN75I#>q{*F@{ZKcm0ruo2v`96|Th~BZ$tlMj1rm@g!S?%+! z)OC_5QE<{n)gc?Y8%$pW1;t?A1(=s&nu8;%@NjCY?3@2$L;b+u6z+g7#37P+yR(dx zhNhPe&zjuUk+pVpG-IZBLLWG@Ga3kSa9 zHGU6*kv(L^HF&&k;w(6G!n|4cUBPI9j4k)K2YagiWU09KCt~;OlMXeYuJH~`lI0^b zt&XHE!19G-4R0OQDAcJvf{bTSpyens`=Esryq;LKG5A?8q$-z;^U7qsA2_2*uO#)y z;RhbmeD`gEag{7m1uiMHe~QpCp}S8z0vx%}P|J;Jm<21pO*fR(tGg!ER)6 zE(B=Fb}StCWu8%2PfHq5SIaa%IF9n&kLTgT{xYY#s@uk7H?^zHUFuC>(s{-`PhN*% z4&KtPJn??o;Rh_Di$-x4BKzIQJUt|I!r@QcSA;!OE`^Rr<+b9nM;Fe#yOH(5(xQ2v zqI-zFQQODdkhBZ-iL5MbQgol|1F^-36rUfS8zalyHpBun(xe}g0?w$My^DcgQV-GCysc#UvC zMuQisY?jAd_b1s`%DtD>@+>6$j%V-hK4E9@R2O{nOv?$|7)+{j)<4)NDz~X5I4rTF zU~J@pn*2p;ml)Kgo%~>rz&$C|F>pr}+`gy%#e|l{Hh9l<&_;yjU%u^+_{JcI0jj)wd*C8>iMAd%>fd5UUD$qxZI~7N~Rv3O2(gwI&P=H>^ zc`>!w6%#ty=uJH>oVaOj6ll2e}{uTpHCaqv=)YQX}& zva+2aI_Te=N=!({Quo=Sa+I`$t|lu08#_*uMv&jJq44Vgr>|BKU-k!5qHA7G`xfJR z1)WzSkUdcobr#;bMq0F5r;T~@#p@HLkd7BBBOQEAi`Q#t*FGDtAF~JX@`g0k^%tv+ z?5bs3=olq*#BhKQ@f1qE2Kq{g63tKQY6MWD z;6@3{Ji5ZA1#e39og)dtcf^om(P>Q*g_FMb7rw$*V^OQVfRT~^b6$Z^0y^YtOJKRY zzfN)7Ag;Re|LSuJ9d!=z!3jssylYqurWpLFsh`_i&1D*(#QRx-=n<07Hl?j~NedYM{TgywB{_@2kwgR5~62DeK442C2t3=7S@Od{d= zRfOSq91q+nUB$-W>Tf4-Xv{{7L3lz*tC#9UlK{GX^RhcdjMkFV+|5Kja8C z3`Tg*G&~+ipWUQY%Bza7$0-M+A%2<7R42~|bIX!BB?FucpvRnc$g&+a@*LVgO#d+T zxEEmfsg=Q~rsN6XrS$S67(eyt@9pa`)s;re$!Q;(S;#1vAt(sL9kHM>%617^HBtzH zmCZlR8a1N4hssi!=Na5IA5QEtxeVsvlO&g*5B(*O4CGpk3->iLU%D)ZnO}VLZ+w1Y zk&-?yfW8^rW1mH^npdre?GxTBr#tmL8omPPdJZZ0B+;<3D$YS%FA_YT_-x*zs~pvn z3j3=YnA`PgURHVd&SbTMpyhhV0ddvh1$QKRx0@d?~bA2*l-2`^Zqmk;_r5)0a8TQBrVfR)6$7+6VQ7 z@05<7m$Vm*8~~hBUfiG!c?rf9Z$U2c*y|*d){WU7!P*)JkGR~s)6|GM!U>UY#tQHy zM7ZS^`@B;wA>+(PYgolF0^80cIkaoQQN&h=7>|bm@!EdUM{h`QGEv&eMP}s)=x<{5 zEU)QpC)37nYexdC%eo@NB3z?l^1#m+3myR#kNm}rVCC3oYzKAUb5}%fetA%up#y^h zRAl!n!I=es@^vGX_MdXXe?Lk@0f}47+cSn$?txz#a9LLO$X^s{$H_~63v77PGJm{c z*cvf)=HdYmb>S1!meg;itRM|+D{l5J#IQ;1@Ag{n3N7haQ@Gf`;w)<0mGIl5H;AeU zSWwjnWRque`3|xCC${|~IpA2I38a?ZlEU16B$fspFtrb%Y6~l2dm>+DvwW`-eX#-` zm6xFvKdXC%9fI$*CVkzZE-K++I_=9&tsmHoxT`0Xr5K2e|vRe>{Pf1k6pZtIqg_OsaYQ&=M=+=>>p zX(J(z|MD39eQ_cHT1>zEkyoxcnckEiHo^=gJeWfvuC%|4v0||_5k6|jb6P<@#~wUs zz1Lg$Q^mPRB63ZP#+En&RcbOr7UgsGQ(VkfJ?@s##qvY7PPSeFrsnsgh8Avm@N2OoFO$m=-9-+^0S%oCi+qY z!Q#SVJ(2|U-R&} zQ*`fCxxPR<)9oByTKWnPF(+U{xlmcW!w8waRmJg`tGCLXt@jC=ZB)%H)4%o@^73TN zB!{>O85z;8gq#*bp;q5UGjlw*u5E^DYBhh^gy(~B`$Oywig>-<5O@ZSB!Qs4u*}aA z{DQV{ZOg}p?I08k=UYa8?QBhx-8-(IP68Y)58G5mGQbhF*mLyPi_@cMUy+4BQZ&)5 zVc%VW@g)o$yzl28?mGhOH}f-QLE%04M+xMr+qg-V;5JVFX~#27jX1ZPwGO#CC#to6 zhUJOlzN37_AM$Q{!b{4jzI~KTzI~O{OfG6yoY_a{+!CyIFUPM!_O`$`Wu7;pfd8HN zwNcu=^&dk@n)nLERPfW8Kw4J*6$zd1M1f-BGl8YdWAwz}4$?*pw z|A)P|jEbw<(uETsNFcboLxL0pcMBE>kPzGF2OapC%C)2yB6;5UO;g-Z-3|X zIo;=e-M4@D7&S6B$!4dj)?91NHRmHl$tgY?^7JOd2PEzqw~L>E4^XCAd-{WxCXTK-};TF7yf*4tqx|VI+Pv==21C_!gt!$pKNR5U1)i;chc&s6^k;Gz_<^&$CZY4$TfF(%HMwpd@7GU3AQgmPTO$m! za^E1*o3nve`xflkY4oO~zf~0n+V5QTpTHSJ?S!>7k5ox8%IM%1b!-c-# zR4x)doZG{>Lg_KLleA`|-gTpwFNc-iUR+myB0~AhrICPF0wI{`wWl|+DWdCuZ{HD| z%^A;~x$AlBkqOXgg~QgcM3Kf~y%~Hq)&HCtbiEk16(nd7U!mEct#Dx(}R*KndMGxbzNv zH9A4#`$tXI8zeRg%G#oCYz1+xq8_{v-Jl3v>y$9}UsnbDVd zT7eRi^}XKDy%1sV)87%$jvX80v=DVW)j0qCsMEx2@H10sqiJRf_fM}?k2dd@ zOwqqNnAZ8&Tao%9bX9FWr{UE@)D$1iRAff0_F@haqiBche0&hELP^qW{aJ?uvAMXe zka}m)w!f+3;j{nV3y9CLF2e=oa5#pLzyVI;a~RrcjMtDqy@L9sgRw0T9t)`Stvlww zSMvW3syU)i@TAGRcBYjipkM(seOaiRUC7iWQ08=}e)!&^v^VTc<`ZciA#`-SDdAw2 zgv9=KWFVTUAg5hH7cBWS^NV{k*)xRpl?6hjpbz0=fD=ZfpBnB-WIT5Vk`B?2>-?FI zqs5wrr&!?DGMDS6Jw;idu(WL#D9eugI#f}HtMC(+P2Gu0_uTmQ6vn45tCXqlj!*>$FU+8eGNi2ebipGIW1thuVy589Z$a1q z30kX_wxFLdWbg1Ij=4NK0@E3-ZAj#W70_qh^w==**Y-6YGTJc-2{s|7E9~Nrxg@P0 zIvK7?&Mrx2w^C19+-)D!3aIBiE=W#{K93x7n>)rC3w#gf@WNtWKwRUk{~bVi7m!cv zYMWa6mFkIoC5|)y(+VKAFN!NJ#WKQNOqBU z@agribO5kHP6M5HAaa-IHMKuTSV4ps9@TG3!~=ae!k5r zZ+Mj>7ZWz_4z44*!j!1C^zrv@K??}^6o`7R2MHC7nD&vo`Zfh1Q$3#I=YCG`{Y@5&pAPYC-^^mB!OQ8y+3mX9+DV2M0!MlONEQ9 zj5+aib+L3Pu2!8iIC9K0gY|9r<=$tLiO9mt3>+y=lZ-ed6~`j&W^m9w+bBO9BD1u$ z!UaBFX-$mtH;j*7zC5Nrp#2i2=2i{W%O+^|{5D-LF$VSh!)K~t&`Qv(rc=*p=5`2d z58QD^{V4*-xWBM0^>11LPU7V~?%Q6EzC5=>pkK>kbib~Tl7BUfEJ2dXC3P$$KDBl= zowdC&>VBZBPH1=!jNEQ^>3b?v0S2jyZHK`jWUpJ%PdQ#E$J;fT2d7lSo=3ciS_`l9 zb5yvrUcuAen62ax$d@pdz;8^iR%-R;*)|y)U+CA%fNzc)qq+AH2vH8=s*EU-*;n65 zdZcFmOlMp)8U7&c5p)?U{g`-40dswxc8Se|jALKG~B9 zbDYcf>X_PrFT2+Wj8*pRzma%026!0kco3dut({17hfRLgD!(7GtCeW3c3!EgaA{gz zH+Z9-Bd60L()p3DT6xEY(fEu)jagK;E|LFL!8ERl}qS*T7| z9lezUz$6M(fwptNky>w^0j(>oiAr4DG1M!g2*fwq0D1+;X-lvkfTXyf8O{iU*!--$ z69zeUtRtGbi6YSjZmFQTNlSGKTx~3GZFu&Z^la9NgwG`7ZnMi5hBzJvPPi4aSQMgH z;j!`k;@n~dvEzjG+YbWHJ$5z|cag!bYq9Qu9dYVd$fEvNjNFN|&n=u)2U>v|57l~ zue%1Dv0)GoxjjU8*U7OIY_cH>@<3(N#acF&7=bXmXTOr-jE>>_sCC=dc~n^1^8K$& z?6c{xi;ay~ANr&8ggcFCC*R3K=tgt2W3hlo%bdkR8PK6(;pCUad6Qo*a{@4%TU>_U zPiA|?pdawDJ<-j464012fP8l$?X|_#Ap-K&?%Z!jZgwy)sV@1nAgDj>qQP=zS#rE} zDZJ4sFl|?*iTTt&MWVM&viwQSTL6k0k4>@;`&G1{$-N!L(8;so4IapFsRa-T-3CYt zC<9{{lI$cC;jSI+t`tQE2E^Dj7}u3rl0lH!ldEX2U&g=w1)j4F)yL6sWVe8WlKh8@ zRB{Vu7iV#u=m8a(DW+h@db_~QB9?Qv62Z#-^36y182ha<#4S@M0tAvNYLkE$8-DOH zxC$TNE39vX;0&v9^y3VHc_y^Ny(GB60zra%bn6h!DTT9NX-I16=U z0yd&sL=aNHq4M4}kT*Ra-szy(RgqTxK@6uhvpqMVqDu`Gs&1*Ft^ls40t=2VP~+*kB$8L9N93dOfq%rboeHUuMrWw?m?>rF{sCo&}NTfbjK!Uj?$|&prus|}82c=}b&f&65M5C$rEtG@i{!Tt{hKOt~*^SXVn= ztg2UlE+9b?Y`@Y3q>deOZpRJLv+9SXT)rxWP@XHYTZ?wDys@=r6V1Eo-e%(pTBB%o1)Zq;zOy zHQ=KGbo8FfyFoQ~i5U%^Pe0gG63;5ra7QccvOPBOUPT5 zn~_`OAu*X(noPp)Y<*cd-H1vx#Kw^B8LqiLY3VV!(`)#6*P&Mncuc^Bi79##?=dvr z-<*)`P)}j19((H-?F7+WfM5`H{&T1nBLZ#BnyexFPXmAmz8Hw?>9$v_vUm+a=vKt~ z93%8Xwdnq;)XO5CQ4P~Ma61iXP=HwJH4*p?2V%2M#=ltZ8+G zx{ag>@Kv>}hcJj%;sd@*)U33EZa2pkv~nr<&~QP>?uXjqtxi*ah9H03q80LaM0zXC!IT`dDEF6GN8otc-)?oA!$w`On3g*+YjufX zbgriJ+Iha(pwQ*m>&eQ}z5YX$*}<=|yX&~pKqGuYR}N63rA}qpZnEbd|Eca|{gcn9 zR-d!vOmK4q4D|MQkk#Y;ju&)iXl`26Dz^kp)NhQE#=eJuX~ADnj)!K< z5rJzko&$+1)NLhyM&ZmKM6Dwp4t*yR@_jm}<)E&jt=o`4b0eJX+4?2Z0dwW^{jM9n zaC_w6;@EUqYxpy9)(LM@6_98C8E52_w25djn+2BAs=IubGFE{8Nf|_v?{N|>!(1LL zXib&;Bu!K??yb3RF?Di(!bOs?J6))9sW^TQbgM~QLgPEevUIrt_T`nC$q41sL=Na% zSNkfa4(^_vZn6I)RRsV0#0~v4BD%5p4ly}ghL!JWHxcvs4w{lb?_`LJU3dJ)AZ=JB zNW;wVCYe~kN$ebfKy!VN(j&U&qfljHuaaxp0I&eR-v5)*ouAR~IE9fAn9fyXLdq5x zPk{d+l5uZfx{m&P^^z7~_SI*Z!t&G?b#~#x^ny%_?G3Cw%c_E1+E?ZlfbR0A3J@9e z*anQMA|3?*Q6yT(p!z~a&Ow}tHc}Y+i=T~9bu#K;K16oc%iXbb-1o7kTIs+-T(Xzt z_AeT7^u!QaL<>A0pzS;SEM)ZJg(#ZP{rsq`ea!3R@2x=Jci77FBAGHHWBfzOOda5W zGz=Kp{Wy6}uc8#gW;N|TNi#|QRk&?gvF?1MN6fWkuV~^4)PY3V{617|Q)`A6$+?-RY&^!X&sE3(Gr_LZ*n$ewh?hoxM+2abKGxc$ctmoM`c^!o2+Z+^puJY4eVx!<ab^Yqp_{I`#4S8Aa3=A!dCGLS~#IGX$npczNz z4F48I0&~9m=gQj3ttT-yiffMkc}z*l~fg*ILZR z=%H<|Q&TeSlY5=KV#Eh@B9$r+z_|%EyLG>y@W(;FSm^rzKwAQynLH?%2Lp_(32<_F z^%h)-enLtbk6#y+iJ%C^ApS_VB_Szs^b=+RUjfA?1dEiR$t-B)0I*Sr-<5mR{sa|X z&YvrRjyc^~R?NZq0%a$s{YDc!IvlBPXdL(#@~!*%dF3)q8T&mrR>?}p#;^JhIh>n# z4%bg=q|R4^^OFopn#YNuQR%g}w789qmdIgZsJz`M+^Z(#C3BOUEkzS5<$j0Ab=up{ zsWnZe_P~6OUF-EzW8RI|eed8Y;A1^jI-`XVUq%aiQ!`Rf_`GHLeY?|YlPk3zpAj9}F-+8~hD7t+?An88j&C^qXb6{hY&gW!F%N2I&uCcApVN?|F zImFr<8!xXc)AK!0!@S%aHJ9D`6`trtVSzhN&>}k$zvQ!G{IZbyuJ(i3FVzlleh^5l zB8UA|(F^*~2UR@{FYX^oOu+JS!+%WT#Mqd=LmCjH{YOY_9N!;K%KM*Q0sKB&GWBm< zu*I-mDC^|d(TaB!1PE`=5A)*`99#>s{Z7OAjP0<>9xrRq>?O21_?6-+UP2hKymuHRKU24)6B2CW6FgK94bVuZq^sSji{Uo1N z@Pg&$4A`~v@ccDH$!ZxP#RTC#Y5?4%4i zqq&-tHecHUd7`y*d)7(y9H$Bj%0&J}uVyL_3UuHj3Ym$z|X#q}#_k!2cW97rx3LZ#1WzRPr1_iF|V(7UYE1R(HoBNFJ za$(<{12{!YPfT>IkIL(-LC$3NbG;SDMEG#K5r6EtQ@j8KhTU)EMai;X7?*$QfW}T8 z$5f!;dV~Sa6`rEtR=wr)^kbp45X%{YS*aLyj8ozy#DfF1jP%Vp7A0pabBGB7{=X z-Abo;EzbKvOS0Rxzlsn%sg@zm7sFhQPR$2e^LDfFMCOqKTp{kRa*7X|+@=%MP7~5} zhCTi)>|FxbK+}!@b*F;z{YWV4jpERm{*W(@_0_w&NMyVEb;mh9gg~M6&JvL84j%rb z9!*PDXn$$QInKq&&dM#l{;U>}P{_O2naLE>Lo0M?#>g9s(*Ty@~?1;~9+8U$SPVBrDpc zmnBmg9qWSn(0DbYk!qe^4e)PVRoFVZ0%gCNW{VVQ-e#hCNJS4ssP4(j+pf|G5o?F& z;dJE6Bp9_CzGu2;J(VAzmOKNIhMp;C7kSg~{Xn2yJS8f`363fKzEw*cx>r4*v+l5d z+oN%{{O+XRZl`_^)TByi4qc}?=5t!v@w}JXkjXYIE?`&h^iM2%gMlnmMlx0ysx#sd z_=YS>zHD85Hk<3I{Zs21*WJ}zjQ-=thia~6Il0OWWIIyRTdip{nY(58i>uYc6?d~Q zyxgKhFwE}j@U@$Fbnv+kJ!YkKuO>?!OIyz$GR)S?*9*-0O@a`TBiRqm+7!`!&Q)5j9U9J7jjs;MkJyc_>{=C$E^#h3 z-}O`g8vP;<&5(13P{JTMc9-FK+pW7v}^%i*E!9^7`m76x+{7ipQP zJr^z-021)_D7d2g3zZlDwE5Rny1qr~4=3 zGILK@^J4?225}J63Qv|QrhC}kYL4Bamkss!hYE6F~s>aSVW$oaQK%FJBy!v9vS-$f$Rs*|KP*>sZAzEeW&rs;wy?A@Si@rYYH30RuhIX)7}Z?9$(=|ONoCpw(8F~ya1@}BKi*#P ztSG*lRueQgs2K@Z*fi|yuZ&naK5pJLd*eCmS;XtQ<5L{4GLODl{R&p&76l)P(~beP zh_`Nips+p{Iqf?xV{6TTtHDyxRqs}-j&oaU!#C25tQdSA6}Mh(%Ug9KuFa-zP?Vbi z#j`>#6r$!DH@iI|%RM^~M-H73C%4hgP}ynj9&CW`&FD~*in`S&uG8z;WRN}oF9}nKGv_1^B);;@bgGTULPW^{Wr~oRa^x;KR5UaWFD-nFQ z_Me26W-VXti@mrf^#A2Xex_IaoUUY*vTAlKS@Y?1`>?~P4g`l@UOPS;D z3IJvc>U_d)-=Apw^x<_2yU|dhIgaZG@6UM3ehhZb5*?MuC>^I5>Xl`NruLOytqG-; z*U1(&YBh!Eju%ljdVGeukJT~Ele8}}$^Y@?13|PdT!*OMe2`O35-XMc8aP(*OHWGs zcA{clrJBODDDTC%{m6qTTk73^ z)?LF=7>dd!G8jX3!qHwUte=4=&wAWT6YvS*zpZJfw~qOjs;R}le)MlchFz#vd7N&| zSvo}QtaBvn@)k*GUgMfjahNEa_7K-q3B*hCqM#FB`r!CCx@9<@~Ri+NS{(_ z0S=jhAOaM@gT|E}0kYsoefFRgB1^9zXD;BgW~ji2y*isMEzucNxv?v#LaSk;7nX7iqVA%44jH~@qB8#4yzRwe1z7y;#b4(P8qjhxxm~{dqug85zv%AA= z^5L%B(xEFEEy3AlVi50jO!oaUT&Qr5l#-D>aEVs$j zieIE1=C5CAssU-ro16WMh?|r}?8JXRxQQZ$5%Wy6o2&zv{1GS%yp~P(76XsLV6T-& zp_@=0(p!U4zj;6mi|uo{E4y;fp@i>nTtM-*L`ik#!uD!}kymMJ%T#gI#Q9!EZYh%u zn%sk4Df!7;p7Q43^E4mg_z&FW4EeD3ugLh8M)pDFcF*Za{Lx~)UE`M%R3c8sh4;7& zRO@Irh+6V>R`My_NyR@91}a;@Myi?EilRX8wgI`(z3OOwaF=*9X27pUxBlaQ&jB9>bP zP^4@}1@DVA0N1kjVsNa4e(kG3arlW4F!g!kJQP|=n=ZrL zT$ZscyLeCfP-MGJPOoxH>+dRQ8{L?B8R$viL+HGBy7)klkM3PQ_@UeRR>)dAcJCIF z{`_JHp4xL%mZqS@x&!KCSOnS2tANi~v__qECK0Rt2gh{WY>_aT@@9sg@CU_c+Y)~Z z(|-%rfBREGPS^hp=iKV>`C!xEJgE0hD_Jt|2g>HztIK23T z<59wVNM)(dYv3^l3~&@I>D&*p|Nkb#KRyJw9@rW9D zfa8QA_+O9mzxtJbx^v9%ISdSOL~Z`x2Ji1>p^Vh$2go(ZCjSrPpdswV8-&IpQF_$> z;V4$c01sG@PB8tC$JGC3Bnc;AWUT2XC?R%J{5OZ~KiuZyhzUG^Z|}Xu|1gYp-@~vI zA6C516z`7a0W?>CIe0S_>z)5`nwKMW%+3GV=3EoBPq!2jVWf~A269OVpFN&h`E z{+}-XcQGLU-^IWi?td2pOkgo!a7yC;AJ0Uo3}M})>RCrXJVs_@eUC4;t=I{W;#tPcNa6G!lVX5-0!0uNPOR(nFy%K+s|L zTy-uiX(&h*aI0|xET)Q_@0pj=+>ZC2n*}$3PE-9e*XLxQ7sek8aZhsX59>F?m%HtN zJ`*pp>oCWx-v_-!3fT;uOOABd0Bb5syK%8&1Ep}GLVDDDF&u0+(3=^zlj$U-b@b+M zpOVj9eP7()pSu<`3QeW1oJU_j5iB@3&Dyl`b2)NtWm1vcyLrtx)C%C;&~06QnI3<- zUUJf@?IAR)0}zhX$g-X7-~41>z+D5(43sWFASQ)G@+aXIK(lpG-p5gsWKhlDZb+%)&vAuNd^?`t(wkyB3X#} zfnMBVnO^52ASrzUy{>IF#IFJB-4D6=`}4;1_FWi~bpRvN=ql~|wC1;!!B!9c#!UX* z?2X2DKl;gcmoTU#>Hr^i)(GIpSK0`4 z;IETqw_7|t^eqngYjR%!m1fu82+M-#IY{DtOk zC$rGcG+s%iLMYz_6@LuPR%U>Nc=!B7hhXI^aie&w6 zR_OV~dOzS!^=tUPFJ&~@s$~x_hEU>iIsX=j_7GYUGm1tj6QmtoCbq_neFX=Mf4r8H z*KfYoEt;dJO3&}JkG~VfuHE#~N@E0a$qt&e_#4Yx0Rx~BOQ5hm8iLXoDg$b+(&|20 zu;;te)O32{+l&-j1S({Ex{WW~;9UaRvN)Go=2RN*S7?*Xqsv9aZkVcUranv7D=Dkd z93UX$GFk(Ts_I&KV!-usz5|<`_;Nkd7{!Oxpr>w_bAd6GGQgMR{Q|(9Us~@D)xrtz z1<+frdFY~>Kh~uj*o;Sp_%J8H-wTW32~={o$BWNCJF!50I|uC6SLw{l!4adGX{Qr} zzUmEza0AYcuw*DBT_))9yLF~*dfi!;4ogFo8cA0nn(qm|#^OP~0q7p5{4`(+0A1Pl zR2}+>6)WZ-&-WCXGwNncf$fxwk2fpnk9UfNJwP}VL^XK)v7hA5QFGg)LCJMnC{T6NjOA%+$Hk<=f};Gv+%t z{56fP``B%F76smQ+IzR(BfP~sBeEL? z{30~2DSEDEbwCLf26Sm;gm9}7@Gw(YZ@6!L;iNK<5fwlVA~g2Ga5HWQ87e6>habC^ zUr1Y3jZ4g}L^e<82 z>zpGr>{;q!jad#=Ux`VqhzkE!X$s9>(~TnclEm`nU?2{I>u#SQ0EFSvuu2EQpKYvw zqne(nYYTiStkA^}+q^u_zL{+}e^vWNyoP0x6C=`OsbtYHVxUq>!_t>Vy!{Lfm-PS! zt_4XlkEtck`=e&>Ne70}H1Anh(RINeOq=E4wNawj}pZ41;CjY+p41xDd)(z`3Zh>Kz8kY8!1=``GFEAPDs4V`uvp_9pa? z!ZnxE5zAq9H#)>ak(Cnt7vS*(LxY!;~(6-Oq4>#M06N zRF}@l=gz(XVj80;@N4z+ZQ&AN>$2mWKus10(dHc8Q~N%w-+ygWk)^sY&*wrPLPXs- zZkstIGzPTwR5B7I6BuC6F@s`hoC3OksdrX$q-$Iqt9SapdEL8cnC+*?p7mU`n4&twMGU{lE@O-JdE)Ibhvs0eBB5djoU~n_CMkz${N(i z1v_Zzsu+W`Amfx~pG%|?%*nt`-pv7dO_ z6cuEA5V!t;rR6)j-01%GY{o=?d z8N!;zRx*$Qy&b$VruSjq1~uZAJ&NZ=8geq8l!e4Lc9IKzC2b$m#}ah2YhNdnaqFZ1 ztnq2+oyA5(>oH{T%bV$(D>tZg6>}4B&IGL;oEnw9X6E&%>V2+?UUUf1cUiOKG)s}P zLb^M!9x-qF0LUW;hdTh5SYnG((6$Ie8|A&ky!76MZ~ofk-b~eG%~4M@7qk+|em%kX6ltcM#%sY(yq*^B_7;L? zZ)~H%NYdiG{83(52n{HoP4?dYdILeXKs7*Id_!Vs0oIng)`Qd0_4N&{zjFl-`%3XN$m9^~AV`_9`FAc4$B>%!LXH zQo9$qa^1@%Wu9XA3&tADH`w|co&A>E9MP=1@7+RDr0@#QbsrEP{iNB#M#;G}D~+{e z9@W6cv{Gw2l~4uo`><(a%Cz0%xgCjMD+^FLMEyL*fGrJ^b_@T4m>k96#48fC)q=SY zK@A$bs4Ai#4}3@OeK*eTe|#jX4%&u0ERKY1Mnf5cyTo(2 zncr*o@{${xufYr}@VI-O3LnE}EL-l3NF&18^dYLF_m3* zJFYi2I{X^u+x~(!s%)$JgrNdE4PT*C;gw57C7R5j$Y;enknD_T>ky){j**&AJ=``7wg?#b!;IKYEM@{d#nQQ&=Szxi$IE%HO z$u3Rha6=WouULE{Prqu>-;<0^Xh91Uloy+cbqu&&*WVwV7}4L7UDKbQ)x~fl!}6TT zRzmB!MksU-GB%wJnw1$f5KN=EVU1-|*3odG1f{18Uy`q@rsk66?rKG0jk2qg1&oMM zp|0yU`4pFw;n*Zil6CK+VbkzWVBnok$aK_f+`Tl_xQyN%d$%o=>s}l_bEZ~A`eC7J z1grX;*!&fC8o&#UY6q_vxO@cu^J@1#kg^wLc&-q6T7+>>TJ2`Sgf_X^Qc1W?YHYs> z8gSf*b+l+M4H}~8{o4H1Nk}w_@haSTW=FzIpsS}cypr2e{HWoux!P06Vk@|+=#j+6 z;DE$twdm|r5DS&eZ39*nU$cGf_s;Np`KwWIg#LyaIDawpvX0k2tvx!u1JmQXsqr6I zuIrW`yjZi}F^G^<_Ac>H@S!`l|S?N0p<3ccF$w za0sxkH{S&Mkd`=Q`|9Bl@4vT~o*c8)&# zoWyM>fK!t(Lv^P7?s>LHhdeYyqNQvgP%J&3^QYs_rd3@;`+>Ll-*#HOSU&hM_F?tl zs8Yxi1LWQk9QmBjwJC4!GWl7GfTqV3P2EP%PtMl}C1AZW>La)#n8L3_Em5#cfoJequ#(rRt}30* zSDe8YkFbHB@Y$bj9QJ9dM8;vkb1ytp9<~s*BKNE@IclKfWQDl>u zZ)RS5;2Yvq?P+WkYr8iq4wx1a8g`PQ2cS!T0uJaw8Jt~BhxCh0VAi~j`lUBl4FsbM&VL~v} zwrU^k?Gc+&dTG_4ax?bresinKa& zs%bO#>D8?o&X56uePbpa)<=cMVCQ&fWY!MTo%EglLTFdvg(~3Jrvk3__X^S8{~%N` z)o8tU?Px(_4E%d|>hBwDkGw(L0;gjB;zzAP)ma{tgUwX>W!3{@d3Q~f?V`s%!cy6A zbT6&E$eU{lQ)Pl4;JbvR8#d)w5b4T9twXAxf{S0w-6}iWur>k^GTRft$%|cRmQK?~ zVRF?4{bkW6<*~qti@ebyj4!ns!9mre+#vI_-e!_bqF?cT5RJ~+j-4t^aoyD+ARuBND6HH?dQS;FNL|lHZtn zy+sA}Ie4^@!Rn@qm?-hvP<7S(FlhvnBPdTNnqwHpDXtH)#_r@u$1FZ0dfOz2solK3bkbpe>blYy{NbhI-)DfMkpml-DGkDmJM z>t+e7-VIS8D?j8Gbst~P_SbQVvKUT4#lldBUXMJa-D!Sih4soCguYgmd+U#Ye^BD2)iUP!HEwy@B{0RnL1bua4K~1NRFjvfiEZu~H|v5nP-NEfp7J}mC2ic^7j-J!1<)@;@rH;y?6bk6f zInE^Nbb65S9@<;i<>+)~9a*>WvwhxDJIz^!BXEbHILIN3Ol@DwZg2Z}j_#fNr#WRU zD_$lstNdQBKCilVVlvR$Irm{Yk8w&={r!^fbZ8@s=w#+yj$dU} zWh~T~0My?&5o`N#(eublb^J?;XD_v|dTBe_sa>HafATv-k!Y%IP>AWwSlw|wU2+Sl5~X3R z0KPhk?}0egRjgs+a;a%4y{CTuT(o^GpW($c@x#`{VTi-HyLaU$;gYR*GOL*?Lbx8f`g2}+;??G#_-SL-H(aTTdyN?) z*9+~QvhMtOq@V@)k$gN7Cwh~0=(Ox&e0~0UXShY7>k3`K#~KU(WC2l0g8EtgdXJ-T zC_!#4g5hJRg?2%f$pB)hCDxrZJE7ot3hZ^{?z^NabEOB?R2D!i_|(4ItjI=z@}AVL zN(|kV8L=Rog5ekd{9xEa!Z*k`N-<(I1OkgCbbC=B3n?t{2)IT_e<*$^7&GRLi2N(y z_vNE1Q~4eELOoEWnxDFD%P*<)@bCGx4Ed0Yg=F|-;@ILtPh$xwp z4gE@YXriv+JUf1>v@K1an)|!x^5Jr z7XsFp#E;u|=yJ+dohrUZwk*Ux7-`%|-`cE_Sfb1vNUK>9QGTCJNTu`zf!?p363sMq zC-6Df+XJPQkL>xiAwvQS)|6ZaMm@rB=k=4muGu}D^)|YlG}rFEw(FDW*jOCEvRNym z40LZU8|r;pq09&6;-{&yBF#YX(c9ZzFud&0BSI^Br?Or4I)$5GIO9`)P4{UanPy!4 zUE=RfY6_GF^1`YE#%v!i{W;p!t=|Yf>-h^UX{XT#5d2Q8v;BBBP9fRwj?8ctT_hV! z1U(OpT3z7~vz~pqzi9z5g|cQ$z{00G$_kil7+GjC?6tGF17O4RNw=^q%HTF#T*J2S zS|-NySYSfsai7miK)HlYq`5Z|$ZUW_4oL(k^|3y8o{BW_7uRdKSy_Zha1mTm$7Co~ zYDo)s(Z1A--TV60k`_NwaJFVnXb(;X*?2sX%x1dj?E>|_pAlcj z6!n{eJiU(E-c7A@x|!j8E*i_c^465+fow81t|*U3=$}t+eFP3t#g>9-7RE|f3yu|K z%Utr@Ykr37pT#Bv`ObfrKXFlq&WX=eFaY8gDp_5_G+<@ty1Z%q=HOT6OnnUK~ z(kPCK4tdD0pvGI6lM#LfhZj{-JnQ*2m1B??egkk)SNQsrDvoxK*KeUF#4diyhcaa34(y+_G@hmWLbv;%Z7B1Wg+o=?Xpw7K9OF?F zX=i1sYya%Z!L}(=da0-WRX*tF`&RTvf`XmFbNY)2Q;?x))uhgTS-6dslt5LXR`0S3 zxW6f}X6ogGV(&%fqttoWA19{TYAua}c0!O*O75UaZ~fHE^N>F`k)GHEqoNC;r$K83 zl=-EtGTPkg2Lha=+XH7KXmSg-y0Y~^H_Q+^H&b&f_+_7^hD>e4@CW`=F26icCA(y( zsqu_#(FTo+k#H*B63{+WyCkd{%takLdXyg|v}5)_vaxSOmWDkUJC#GW$k-)ZvBfDp z=R#tq@J4Xuemqx>_4cHl85>RyImwPvyUYDVy^!`rU5#hV$zn?}bk4gu^0jWa8wRgBKRb{Hf{t-y|g z!{7I?+D*49_^9#IF0ukatoc>h`ksk7jL)0NGLY16p3?v`fvKb^#5r|Brms;WwM59wE3%@xKoZGVAn!VG z&OPv>n~zQND3f|s-_Fu1UICqbPQ?R@ParSz@)L{A53{iw$V-$P7yJ*Mdl96@RNj*@SpGO#;Ka01nN{}Q^GB;7 zD4^3SG$q<-{uTvv<}sq~B~=)5O)yF3eqIaAyh1b0NU(Mh1d90T zNEHGK1XM(d6j7uE5NQes0@9^}fb?Dr3B3yAg#bAU&Z5I4k$F_a4u) z-}9aiXAD0mV@MKM>%Z2V^SXW)G{;!RY-|)}xM+sraVw|lD>{u;s8c<8wV>`&_N_RM zArcO{Ylz4!XC{+1*fX8MPBauhczI9WYD#u;09dh~#=jkbI6x;;WtZbnDviQ#@BwVs zzIe9Nuf+BsCwHms5ca_o4dQF#>@jdT-A7SO?z=rI{& z+uCtIjQK;hoyy3?!}@WhzH|(j?Wps ztIujvm~In@vp)SG^#{z^d){=&D%FrtAa}hLlaBO1zk$<^Z_7VYc-OlSL)0Y6yF+^$ zz2TUUUw?k0p-S`ej#|~=)1zpgkuj}=M39xU1v;zNE{&mO#h{}v$iW2zagrP96e`T4yY7; z9Up5ra>n#nsVvfpn4Y95@K|3#w^^vcZ(=`{^5eq;yw8!4azPWfAa`L zC99$B8(BF6OS3R8dIs8T@sX#XwwD$CX4hGqgKHaDWf=n%J`a|~kvt_vX&J+_b4&oOhf_xl2_FFVf`-N3y1D9MpZz^5IZ`)x z=_~@ccT%(xp$6NAt#+-rQ2PJc7e@cJFKB9wHn#=q1zpfMgRa%=h<9h}!BbuNGQx9g z`3uu-I)A5#6w4N>Pu8U?WEN8dmL*Z(jiAkca zMU{$Qc?qxidDTVhw3<;k-CXq+C|O@n5?J13e_v*IHhJMti8)t}FK zurNhkyu2k ziqnI5ep`d+>t)rxjf|nMiMU4E!=Q6|{OZhoPhGpZ?mftmf8du9>aQ|vR4RYu{h+L> zZt0t>LqTY~I3Lg5mguGOX}fMlffgH^eqV_&8kA#q+&AbA;r?K^{^46xW!04am&>eM zh2JRD$A;&yQfO{VM_2qC01L?fYN4@S@0L{cmv4 zxa#ZTar&$N&-^1heBBepg_v>cWDyV0)%Zaec<*j{*E!i|+|fcgM8xwv)Zb9UolG!uD6b3gUQ*)~22OQ6 z9PU?|pmAzRZ(KC{BAff`mvtoTKfUInL=pF@X6Z|KAL>EUr8bU=ZAjwnTswmt4;9+( zt4Cpu*O6xwCF(?moxlz@@;}#P(~;iWu>^w=1#OuqBz`PG-Q7*1Q zEuZ8)l|q8`U)O+m!5$hE1u3N|H;2bnLz-1kOCO27aR`cPaOCISOOd|?4oTu zIaX&-=wLHpuR$2pd^=AvYA?xv` zP}`E4GjgZ%-h!Gj@+PhSkx^E5?dw@p0cONnp@p4TnZT3Jj3EP*n$#1MFHh$`Fz9u+ z3HOiC+e&mEV_?!)EU;N)IQky3W0o=B9SnYk2T{`wL!&Q zgtW^Pgj z+nalqsZwP;mThWMh&2JXs}7B}pHaw=I;$wv-`KCa87icz15ksmZ-aS_NmGgKIfsQb zeu6nsCRA7}`f|-v#h}^S3I1*IX|O)iUVi`jkmX$-c2qle#_fz%N{p-1ZZ48S?bJ73 zYtc7#Mppk-n~AD$ra((bpF<6}h8%)BV!oFNXkHx~>}B4!m~pGS6&HTPsWSXfyI+4y z7wN9@W_5j7AaBE=nxr;=$%aDS0Hefm5}r0oY4c2?bX43Fw!u&I%5Hk{oyr6$yMj5A zONLByd(_2c6)=lW#kZ21_n)=}wK|94uQ4%`BEid_u+>?(uOvrN?(c~OayI2+n54Ef z+ht>=qmC8+jz=5tXBu+}mD~Nwx`^r=`3=p!A(PN8l=X2wcx(sfvHH9OlEcBZJ)~Jr z$eG?UC;t5sXrr=F(sJ{QFM1``w6q%e`ZO0p<7s-HD_3aRHU+;$S zk}H@7WP>NIBd00N+=Ht|SKd7GhwBF+B)uP2>ReZNlO1Fj7yr$PLm|)^WaF4%FQpMT ze^7Vr{sM_FpZvs5I2oRT8Xn@>kfgB?7$kvogPXka9*{LUg<62j+24IX5=^z(q^1O6 zbxq;t8Bj0B*jW2DN89m_>1%vb7RAYG2SUEVFB;2X&J)HlxT1V`;bvOIiKGK7aUh1T z6~Lgab=vwPoYvC}&cBvMQF^P)1$_no?``(l?J=!ou<}jGI2WX&&X|no24zYFCuOPZ z%Ge0<3}21CkfLZ7gSRL-6uP}?_ZQ3QyQDfP)YdGL(XRHCujT9 zrMV0TZHIk_0xGwG&Re3A7fvI(*#{abNYfD!p`^YnE3Q_-{jNnlqMayU}4}n&O_{| z&fdp{o)NSvJ$R5k`z6jFgj@y}hdJ%c%kL`WyLhVX*l4ftV_X_vB>D8rS_IMwh-{q9Ne@n%A&RWkgm^6lURGp@MTabL7rd-NpoUn&d5& z7&t5*NckAsrJiV2z8|^v!WrlSt>=|SbW(6rKX32165 z=dY0yJzk1fHYuamJvaQb1a9rl()5mz?04^ViqkeNNLJajZOiYJbP#IH8@S#lnGCQH z_sW%A=}RQFK8&fywRRfCp>B3_j^Y$1pB1&*mAWx{Y(}=ePWc4JNB@i$l+)!pRX<+m zT~j)HPKx6u69i{e@qy=@4fiAWd0$A8Jx$gh+1Iu-5{CC+wjhMlKmL1IKjBkuanaV% zg@v6xt&sLsg-}&aQ(5&m6Cj;&yk}LB^f0FM#ZpH7>n1)ANywCrV3MxH$6-;rEtWmz zVB(#JAtIx>F%GlI{yTasAy`LuPUD74_Fx{;%e4unDHAPPTLViEpVe2Lic^OF&?!0~ z&`q{OTJVvG)yS7YmY{4bP3eLqymA%+%||lRz~IW5ajZCLvsS?pb~H-p5MD=s#%+OV zsKL(P7n3gs0u;j%YQtyuh&M@l22GuEw?H+y`XefB;yKOe;&tY8%)_f9eq=}=RzY(Z zXn(GkOI8{pLAOTiXfMRm?GyT#pranGs<5zcJHTLt6aZ^!sSrh3bFm1o19!!L=%d|AU8 z^gV5@z^!O)CKY>8WVn#@NuD5x6 z*U;n~fo#7H)HPB4U{}~~%uuTKXJ{#C=co*b7@Dd^>2}x`mL}kbAI{2cvYDd%HKfh< zo;p6)w@sI3J}L5bTeHW=AJ+d;&iL4R{XvcY7ssPNhMnJ-Zx2+c*j^<$zsbxf<)zMf zNB)tRK5pc#pZD5hjZ zr$!XT@VR)}gF@0+*7v@mWnl=jozQxNM2^4Yv0sNhuwong3EvF9S6=5Ti^C&Ez-?9n zNY0k7ONPeaj+#g9cD$cb5?t4EaNIBHGMf+NFYiJ`#ptJjK6_M(&AUJi#q7o zGJH+K2~Wr-KkSP55Z;{Ne7~TM^=WA*Kc?FD-0>$5vnKX7w=o?%S&r??wAJWnyWlxX z;`w-#Uv(O;(&ryzYSU2^4H`sM{ z*si^#uL?`Mlv7o^Rs`wGJxPm|2eF0rFL^A%pe|N^VmlJ?KKdg&61?^=P+JstO=RJi z#>BDD2d~5opVABx(jzsodQ@kZ?ffbtoo3ka@-y|D^#-wbP>!RY6}Ms$sf%S=+vpmD z-dzexE-xNwkK@ZZ-$Qu9ExI3>%~z6~y|1oHgk}xORuOOVmxqGR>bn@GkMQ)x5nHR; z3yssyR4~H|^=?RnKZ*G!sj9Gbk3#qK=IXy{3pGU(9=Bgx2%kL-bnPw9P5B4L@vXKS ze5jVd~0f7F&&v2ct0xo8uON{F3aX7(2q^4BqM5@oL} zut@L57#7Y1)o%wpiFBNcj`1)h0C{iFeUW$3Fxua%n<#|m zh;XnJ@e%s6r6l@_zGS(Fa9Ldq5Da`z`cmbG2(&y%&1K|T3Y;sSbu&k)7S2BTpeM(& z+(oI%vc^K=aolBM$@RMK)>(23vB-$5x_2U+c0u;1eC_++7a$=0_ZImPI#s=|wSe10 zivA6M2^CIELGMR086-ki1*lAJhjTp(!N~fQWBiNYuiBUrEV%AF2gFnGEoHjOxSW-K zpN_D(Er=bI<%-ff=8;rjB)6z#&aOk_3Y2z?W3;1J7lp*?$p~ih%6BP{b3EyyM+^Q( zDkEX9_GAY3zafN9*ayqfwL(lRO-2#yA6|vlA$(j4H*+Wtd&d8D0`bm}U@C`+mdKHo z5*AUETyse#yOKqz!G*M#x!W(M87EfQTUQybvP7R0mw~%`|6W^3Ult~gd&Dj>L2FW0 zLo*kb{bz!W)O`k2EJOcOvD{ooSB$0$nU;pLIliW@8lyALbX ze~~$LqqbTJF*EHCb=HoCk_o^N=e|kDz+~R%Wmk@6k@Vx^$)9zctE#A9SO&Jl4%YTa zgwa5?s(|Ed{{tPPg|x`uT>5!Gk3RSwOKxVlAo|x;+-GIDR1y;9`vgVA?@|kA?uUXd ztqU0BZ6jIFgroi`V}e{uQsy?!-$kLgx^j^lxRUzi57vo+M@4%P%(<$zXu2`SEba0X z_tJ&CDKUZrVH}_n`#U!eT=w|DWv|sXyZ%NlO!-9UAy9aRi#$WkUSYUl(i5NaS{?Uz zbTW)%S7|ciV{%{GZ?GDVGL~4@yLgr=$0vIqlF}JsIGeQEWnD;bds|Q3rZk%uctwXw zc(?LVzSxSow~M*-;&}w?(sv9iyd>{b^YsTG&swFcbDsIbQ-;1&Y~;=1FQJqTqlyI~ z{`Z^N^d{9)m0R1QQ;LFU4g&EUFS%qrtUyjIfw2!{HMZoYt@>MH)rEHwE{(qao$u6G z`rZj-FVJ@VjF>OT0qR$+Eg#VXrnICYU({ z#J4Aum)GYF0|53sGI01$m`bH_sXXkpYGDFg{07x|W;W=BAKwZd8%MDUSv3l^Hvz`6I*X zJe7g4Oy?;TA-Ndf*I~OdlesGCoE)N3W0N05H3U4=YgXWEeN{hb(tz#66mt2j@e>-p z)3r(QZ5_}p99S+}5QgM>fxh{8!j*&A_e&a6ZF0|n z@PDHH<^23M%K7^x?9cieeiSh}L;K@B(sX4Kso+yEUS{eyKapEn3BUGQ&y>7@Q|&0b zX~3r7R*;Pv)i_GQw;5t4S?sF&J3c9iL`iDv^V~ z7y|Y4QE^>hH<2e_V|E{9mHLhU<<;W}4E5-UwEyLN&-C!1S^8sY%l${AK+hAeVtz6} z>wnGfndk8NSpJR&(JoZUSI|;-aMR zZ<9&kXAEZIYd#0wB$MgWaO<8$f#>F1b><0P^8bs=-c$XGI`dVonzjET8T^D0?ud*A zmrBLqJ?V_`m#}btcE5-Jtj}SS8Ew(XQ1Imh01p_VeR}=>@=gDj)&Kwa=Nj!5_Jfer zJCXlCeeq;Ab(#vu0PMld<|ORdxOA z_!6c9xB)WCeKJbYuJyw93A`q_E}lE(b+KW$GoJVr$3yPSCkikV zvLSdAaBEEnMM0LN_^3?*bZP>?mbdZy77YL1G&iEFL-C9mI-2Hr<_`&e-ZPWdr-jhc zq;=x;hXSazIrO$_?fZv1{_!AqJN~poTI3sT^agHB-SA83T@qE$9m3#19k>db$tlF0 z%Q3on0}ef|GRGW142-L~p-CyWbLAXZ2Aqqkmhur;b|A+bdmh**J0r&^fdtZs$}Qf+ zV>#7TmPB|_^&c;ys>;{GO!q{tdH)ba*1gf8DQE^VfX5v++|NZLzCM@o(%;~${yV5Q zd~viGHum^(F`D`c_Z@HXx#W4h@?n|PC3WxuGntAhHwbq?$G>F8reF@c#h6LIL-XnE z48)$>W#<&hNVzq7UEcy~%>yOixM-dMKfIOx-s8qf2)XdTb0AJUz#2dONulAh#pDrn zeYZ$?8f3N!uNh~4$lj~yeDtFNNZW;E_kcUs9-r!$C5JK#e<|g$8FJh6+8|*8G>w<; z7OM@6=gy}%V_XLEBm*8FqJl-ap??u~0r2&VBLA;5E|tD!4`QqJ!L%)4&UTm9IC`q^ zBoSXFIIfP#MQ7!20x50WE(ftg31ze5X8Zp6eGkYGo;Uh5h2t(s`q+~Yt6e2136!<; zR6MO}UzX(#s!3>em!urv#;ZZ7MJ>}e)as{-1}K1ZhzB)*6UAPf{SF;;TF)ffsTwg_ zz4@^n(@mHIk|bSEef1fMS=?_7nj+bAOO#w+{V$l0`%8e!aDNxb@#>Jw=Asvu@xYst+%s%jJraJ15A2HbyupX62r6s z(12s&e&k*1-2lL15zOrEPD=xuW(;m?NfV!TXE<4w!Kt@K=LykqX#`76yYdoE^{767 ztVstYh3SLKIVDrM>~-aZGUcA?PtM*Xm5a6mlN*SH0j&Udmcdg4TODkY!^oRj72&6uAs#k%fGq+m9sO!HeOHt$v zw|vG!KW|M}Mx}N7{KpgXryBkoRQr_m#m*q@s>O!alQ*L}pDpn^WI+pIZsV>y_y=Rj zZ&$p_8Z?Jeo7Mclc_c;+?XJ223}idJhrkRM>oQ(vlHfRMODc@{>ip_V9D4Hg9-l>Q zH4slsFLg!~!$fyHN%=XL!$t&W!M&u~xo$tfsx5?e3ywH@v8UeLMuYOcaa8F|e z=@!by4T$jl8jC4^5QWyDZPR%DZLq;F=QrF^^{?p!P+;<^ah4Bi?YNv69k*ZAU@I-# z8Mmu*_G>(l3b6tB%dj8M%~eO`!R-AshxDax4A!2UMsNq;20IZf`>t7H8V;Udh|#)y z&?F#K?If=vbgy0OI^l1s1t(db17z|>Q!6m#)#twI1Kn7iP3hJXbF7f$_WjLwC`kc> z1r2nQ&;fnOrvd#2OFbVHx4wi2oDA%PxO0>(Y#mkJ-Hy7}c{QN8oRAB}alV=ILzd8sUJf z;}_B5S6N8z-bp~pr!QL~aWsjym11xJmD`iVUwaMDQ7>aG0ZwAVsT|P6l=$j>4(jkm zZY5x|qfFbsEwoi(creJIwalqg!~a>Q5~xsaydk~n0LyQjr&Xp~ap9gznE|qoJmkmK zfQ>2Y8o9DzoP15h_ zMq;%cT&SSbXPqhsv*;TO^AmHcsXegMzr`e*G=k)oboOR=f`W2}ykqPfoBdbPc|{$c z_7AKlmZJPbeFl|^iJ2yA>EJ!h;4cWY%EQ*Ykh`RYh8Wjr(#E>A{#AWbk_5*6YNb_b zVg1hh$I5@V$K5iuw%elHA+v55-twBpQ7T1Ml4mKoVuyx#R|T)yJG-nVX>%yhmnWW9 zbDFFPIKb#;-~I(WjxCTwO#J1$ueViu?WMy{7G}g}m$Y$zyh+`L!t2aO#$G?eh^$a~ zp#B5S^oQwXvlwY)(h@dd8_x1VWN5kVAs2B!_xi;|AA&D2vR~gOlxvY^BD9lelMG6# z$vt@*c5y`N&MFl4g}@LZS25qH`iRFdc`x}o*RvKIGAWh-?@h1Pc`=fR2RkvH#z$x1 zQs%_1L}AjYumEfaZa}I^S>!(mw1Vo5iB2w;*(qfgkPVj!D)2d9bB{>Q^*kZ`+$Ff# z!@5ccOrN|OsX}zJFCgOSCvPeFYK$VwRfmU7^L9heER}LODz+( z6i|1b=Ugib8tifs$=i&zKp8xSj})+~KiAq^P0gewp$JW;cN$=2G#3gh{~4p;XHiFo2>Ca`|en`5Wh z7M{EsoYpM-S_mGJ3UnDKt%Gx=bU=6S#^5@?4AlXbwPn44{Sn=cBf+wBrEZ82=j$G> zGB~T7NGb}h&&{_%1?i^TR7W-L;#5EAQ$UgKCqs$7L8OM?p=WE-0=I^1jcd$DD3fE* zcabaC-8ZiFt#Q*y#O+d4j_|Uy;ke7F%Z)m}$s{U1oQZsJQf*Ng>Y!KRvnmR6{&UkG zf@vkC0?8Od7FI9&o-pOnC`<#3{Oz`9+(Aw4X_Ec|OgJ+FaXPp}7JWz&I3`kR!JO^( z9ph%-VVps?|M6{D;sWY1$qm_lwVfCfG43XNUXkgyj^iTLbJ`ZddRy<%m!N;C)zVw+ z(cp#{r|+GV%||EkL+rEHJSkef+_FTGChm{70Nf>)UZhH*O41)U5cV~1`+>C??;0-+ z(VrA?TT_-J4+zxxlvo3PMm^t{J(dua5qZzPqry6gv(#IW1@j{0K(AlRp>TIc@$m^C zy3d3^z|Fr|SaroYtvBt$G`sbxI+!r2 z21mkM6M;2Y$t*dKWc?p=9sUw_458c=!*5WMHiBH$*T1jaz{xIOsr=JF)_CUz$B}rV z*ZiNtc7`d&>pDgO1B@Z|0~z`?ELC?;^7#p8zk19Q=ty;RvG!NHG?JqYHj*gM_{tKn znxeOI+39<;oWrF!6gtQ5DlBM)(ka-$Je`I<#ZME~8kzN}3gj+!;HmydzJ}mCJRFUm z_-LF1+4J_|lXV~VI6;*$H63L@`Ot0Vl;4Ytj8|_Ti$0NkqWiakky%vs_}PNh*uLhd zVDA$cP*_a=r6q-)&C}j8RCXP>9an!clK(N;@WV+f7h*swWPH~u3$-?UMA=8jz2n(T z;FwEHP+L&dvEOi&^tYps>QWQ#7HWuR>`JZf%Fc8F0D&&W6c#ar$Y6^_^2`nI{ub7^ zx=hlh{q)dBfZ{imsXr!&WM7QC#lyQWG#=92xgCk)SdM_(wq$v6apnK*d=zqQbK5?} z#`K3e4_W=dZ2t?g3sC5E=XHzb2;T4)@hJ}FS7hjNECLY0PQExJkoH9Y*?i zO`Nx|ZOE(zL4y>(V@j^#&rQY6kovs}C@SCB+LeRn(}C?A~)74z0Cq z`8C20KhiNH#9in|UB?lXCz5SKx27R~Y@iKUwKP9oB9lYkS#uxN17$|7*_$7PBV*C0 zu`dkW{sUL*;ScIO;dg%DAZ2Y0YONr5g66$N&a(gl8Q4#1meXCv;Qa6N+=ZB2Yj<`n z?RP9*fgEu=5TrRQ&|1L2jyC(Ve$$3p{fSESHR25;$A5IG`_0`|z(x7{o1`6`tgxP) z;v<^fKR2%`@DHy-K?rX8Q}+eR#E!hhBx*k?w{EJOwL|NR1M4^@a#jDY1#c-W?8qsT z4d?>ifGHX#<#^OQ)}t9sRu`zR`z`h%w)6$f+b*@)0F!w_fx;q2I)-u4z3?!j2(P0r zZ|d`rXB&-n_vMA?9>Ig%vs6Ufz7?ye&tW5-obc%jZ;}(-K@MQ2+ErhcN%qMnk9zb! zj9X++_q*l4s@LAr}fK92Txxi^dw^zWGD(0YlHU#^*zmERyo(wTrG|)1v2#qJovs1s!(w4B%QVK|>Ox zs{8PpFI~46B6V+mkU8qwYg3JE9Eu~kdw$P+Z zg?kjJW->L=7Y3iraE)RtT{0nhcMUuQ+)o@pVuk?+V|{S@KN}6Ff5hC^b^k%x%R7c2 zcD<9f034lTpz8c_n?sUU^6fN1b78sf&sgsj>&ag_)Zw9P*?$otFdqaJzGLj0ga##g z!sl)9M4RACH68m(Bq&Gcz&u&F^x&M|V3q=^+B9COk+5heChY7}Hd$Uk#(&F;LSAhokOxqkgo z>HH4&7^_JxL2ykwoxR*a)YFCJt&#yo9Jf9zX_bnFtk-6uQ8Ib={vwgN?LYb+Y{VQ> zJHEN+J$X-6p}C8Cfdf_=KfXesyAf2qiux=A-C>ramxfPpaPhwi`=z_A)$L1YdAxTw z!oA41A~oX+0dP&fp>Zevb@=|wt5d-8SpW`sSUtCF(30~#Mw%`DeXHcYIQ440z5K`b z!S*@CDG8_@w$ZCi^J&-0&e7BmWzvMT@?V=Ae)cMxl6%DK(iD6LrUTU-&0Rxxxyn8W z!rCdn``Obe9JO}>qu7_{ln32xz}X%;sE(DT3EU!NW|x0?Ke5mw`u&*h@1rV8Y{s(H zq3fq(H?h9*A4&3}QL7pz2~omGLzO2X+PnHmIbB{nX4zo}25r^9+>(_S`+)vrr9(&n z8cq~$;}y2KR0-`no}8D2ox@2iU#ZGB$vT41wBwQ#I)eS<7Owc|7*pf(+hm>U&VbYW z(uC0Iz}1TaH^cC)r#o;Y5XU+;fmJ)$xjpq6w(`3-t)eK7!^o{TTQ80=Ia6 z3y24oSD|(me_YPKJ2RU;TCi=@Taxp5kII&3B2YyqwQl(_<>Ap6?$%s6gT2-)y9EST z;@xJ5mY^#g4_fqFUmZ`1JcJV~Sl(IDDkP_Db$Pv=+DzmHSTaKicbNFC*Ea&VZ5LX^ zcJ*q4qbLfDLoL{!KknCJNWyZuwxO9p-_};re>1Dq>?&+GSU4yoz-0M8CAzg{x9Hwf z4pljK9pvk);OShr<# zcHE^{stZ=(n?ALk-WVM=g_=ka(4v|7m4W)6%Z($w*df*68+Y69);%xc>YnCus$nP3 z#ji(&+R3b(508v@=?i6ORPRDErgDxP(V1UPN^HG5u1>i7$s53ZZ7M>e23k6C*Hqtl zH(SFZqG*|9YODm)qZP^wrQ*1CZd^S+Qo-4@1WDB{!Tb0&BSlLYb}n;>1hgD%a1Vmi zEqY$t-4I`u^zW5Lh+BqSzkMUI?m5JMD!;i+ykKdfuXWs}84>&^dqeJ0)|T{x)`iO- zRr0pn#_ZbnTDp#G)||PQZaI#+B(0w|VZWgQatU-@wT{yc4prA7`Tm#(b3lYcf)KBd z$(36rf;RI?^s=2+E6kGB%cBW9{CSuhc*ptd2gk^z@)@7l{#*p3=n;6g!R}Z)jk~sU z^{Cxm{J)J>^i0Wq&j0DpTpd(02$r#s%~q?}x!%Thd9u^{A%llO{Bs>ShSq{$2v=`y z%j^Etu}-d%T$s#(UZZLI-j9*PN$k5SuC1g zA~5zID#(*tHK6CWGE4KrpFgK;?u&c~IHNQ4xzYA+Sl%;=SqL?P8xFMh#`9IJqNQ-4 zca1N=(vn2eCcc?YLdfM3?0AcDl=Vg*D-TQCGK)b?Xdowa#8P_kN^pcfwCtwUa|NXk z7T2}Y=%e)%nuVr(mHOKwvVvz;LgjmR&Z|iMB75#~J=`qf)@-vHp&WI4%x=$n!FKYw z7!y3EiA^aw)#ahbS&bl>Lw!xy1x}Odi4r3h>7A$N3#f!0{(=GTkDebVgF~A+7Sn8g z-o}S(s@Pm?X>UHXT~?$G&o=y@qcbxG+(0*$XB;c_v8=AUo+I@;DpNqP8xPNQ0kl=4 zr;ytO%jPRZgat)jnu}3skOi)YM}j$h3cC5H)0(8z0{WTER)eW;>@?km+4G`qe6kbM zDT?G7iFd%Ch%mR`sZ8J zujT!9heX{UE!$N_%C0h=m~j#q7^+up3AKefD`S142Ux-miqQ%Qe(@Vrn^VH75wI!8 zVXks_*T|9THQpB1yzxce5Hxd&SR`vHT!emUUtFhl3Dfn4$u6VUEOpeoLwz)KxoTUT zZ#4}|LTu2w1At#7o#pjDoGt#>)dSVh^nQajb?28aXlT1bG`^C2h~w08dVY?a!IBW> z!hGLqoJB>=-p%KzB}1Cs`}f~bHhMeB6=;C!Fz)RA$4we8GE|*%6!z(EQ3(1Qt5pe6?jHAn)4@G=f1`a@DVz)W@2L1;1u%=j@@{{p0~o`lX;ZSP z0{l?~efXn>?1_#C6PeCr_t>Y_4deRUU8AOyzhc=OqS?rVK?jY1Ixa)>rBL1$G zvhbeV1pt;^pJpQGh!|XHf8CzldyRgWI!ivCrTbphQZ&~qnD5ch6(WVBz=5A1kRSwc z-!c!_2_Sg3i-5(l-{u!?S9~_2^OyOb9dveb>*cD#x+X%|$+b7z`w3`~v0!_1Nn|Hjj1G0h%PKjE}In}eula2{z`9UXD+jXb$7Ry;` zZu@DL^t!+SB{DI!KDNDV&LX5csj^dWqM7*LEC3i7#!Lf-;{FnN0niH^`lmI224?|P z!X4rH?&_#S@C+IpVJ}Zd6s*eD%Zt(o{haMuvFKU}HKKCsa09Z3F;=@LuGr7VIb?<3 zl|!20O+au@MVZEAL4_><3RnSQq;FYhZYfvg(l@`FAkmUS|GM-uVD5G8pl$)^I~(A! z3l9C35Iq0qC(#Yk94B8_pCUx|Dh+WbX^@gLxXri7=*O}TV4r2aWFR$%y~)bqTyh&} z7u=KmMIh^%y|&GBtO-^WZ0Wew`7JI7wz0K+-}-N%mGFE7=~M(1z^US_roqGwE=EWF zhs^(wkmdy>VJ(bpWf5&P)>^dl?|rD37nG*c$g+#>ZVI+5pb=tu-fi+s{Xoy>bsre0 zQ$r#ibAQC2n0p@2?Up*kG&TWz(;KHGoYkc;7@jK!w*xCHHKYD<^c$&4RoEx*`?b%N zcs{7qm(B<0zg5vjs-gz@6s_hYILboqp*hnN0JoLBy%fyVmR3(BbZ#2#rQBk1q{)s^ z+V?xJ0p0Wc`e4qg%x9f!6_M+dJXV%iN!X)?x^rxPHKja1lUD7eCNB*Q;nv9fl0TMJ zjEu4qf=?`=-u)4)O^lgq{mZrMAkh<5hKSUt1<0;1(atIWq zUlRx64m9tm}5If>5Sx5}lIS=NRU40J~h7Wzs_3x2fI`hCJSrsDIh+lqbpJ zsD^=fvmS*p2v@lXtd+~B{1tEb>2u|3>rzIuW;f(9wfA$TubQO&ZvdyP+s;FO98{k1 z35M5|Xkwn(7dcw;gwQOnpH73BVhq7P?d`IY0>&^pm*iE00<77rec*o6t`rUbTSS zC^PQV!!Y)maPNV#P@R)h5Y5#Hmf3HyvDOs+UEm}qEkD`N>0GSccF&Jjb;@BAje|Y@ z?BUbEiesTwhbuB zuR9*ZnE%!&a69HIngfh__vAI#ra14dG=FR!%14z9&+cSd4F)1AD;U3 z8w8slDhL#!VVt{cn~<31dFmgPa0Z1_LO%o+)pqt)3|BLi-m2N zCrNxNMk^bo@UQiEHyHZ?_hjCt1g+fy;6!c3pb#pp$l6r&;smuY>ZN!->Ylq0r(Wm>p>$_jR$}q zY#|q5o3wp3_dS!c>p6%hH{p|SLkn;_fy`^f%E#XLxIo{i{4n8zaV2uYwrWc4uP6twGj>_u&P>5KX!CazWqM9k6-Y^nrn!sg6a33 zrqZr_^xpG`w3s}Q!9;~0JYmiO@oRwULP_=BwU}YI1~^%pO1}x7f%|4(j7FNbZAb+e?CHqwr|3{UKa}JD1)kq7XjitinRg~% zSo|ahIUNvn0-xPy>~vHR+^N3iANgaINb8Cme*mxe1>Bfuw|Fn7y52vs6_SpB(p^U2 z4QWnE$RC^6n=>I$-A@T4Ooqg54>LL7PLhKLg2r!m3{7<3VV1` zTiMiaVK%{EZ1sTZYeb>%wTqvKPXXc$eI41TE@8&7H)o#Q$v?xonQcUQ-LMS;FqT(! zrJFl;fP}!4y)NE|X9cf!kX!NV@PoP(-tWd54w7?y?H2)bXY)g#mr7k<`o<(=vK$y_ zdiWkj8=1e<)fc_Q++MY(_phEUH-jW3U1-VDh_4*H@^5M*o%erVJ zzR!rfSd$j*>Qk1_Ibmk*8wcK$%L=(byK?&XLnPjO4gw}gfq*3^pGxhOhe%UdtBuR$ z!QiQsH2h-DPfl>O7wx($u>{}&l6=5E>@w;WCh?6RpG`EBC4SN6zO`yp{J$+?c2${7 z6jxg{;F|Js)%pF;IDv^RMJ- zY7JHY)=vt6i6m)Ok;Un=qNZ}3^{rY(FgDxs^0o7&=4UNp!a<@c3N~9N}pI0wiy-{4*z9N<^@y6?^QGXnHr|r$4hk*~)8n)0uIX?~5sfI7An$Wjy zCWmDwcQ1HVEj{xxlCYEaZn*SK%!^nc)aRl`817%?UfuUAYio#QT35KQb|#~0L8~yk z?mS4)Of$s_Am^h;&qcvBv={AJs}_@H4{rDmN=6kEd-}(|7nU_xUu$x|%o-|LrhMv!#o8TSeMxLjIx)?TP zdK0Mp+KH@gIz4^F|F$+`O64k}qsvBh&w(NCUwJ-!X;B)U`QTn7`nK*o2-05l* zb)MFF5R*YS)OU*5EeBiPXj{*sZbkIQ&P;llzhD>FBc$VRB7=qO2S|}stJxIEnvS22 zJ!3V|iBnX^>(Sb`6uRK0BdXosTGH7!$6tiZ!DCy6t}JRz)bKdeX{9CZ3{lx9P9jfi zW1~NZy23yl9Zve{XC$z;3Htna46HVVBKkMxA8MID6{=fb9PNu=k!}O?KPX@S~!DfPf%H=_mrCG^Il* zB1%<|-aAN_CM{8_NL4xr2vVf?CLQSng7l7nfRu<32qYolTY2``=j`+SIPZD)@Ata+ z5ie0#_r2y?bB;OY7__r(KmoJ*=*jjXkR{mG1bd4Xfh2X}ARDb_TXiZ|oSCwJazYlj z#+K9BlHCHMXdg_{p#?Ve->z{!K3J<@d`{k;0xdash`OgZdZ&I(?8KV|d+Vgr)1AFs0HW*Gwyryib(cycu0qKgYjA?LbOIvE|_C&3g|10(0zl zsA`8p5h6q|F(xKL(oe*QIo+No(gNWayxEY=HE9o@xd=_ z%B8Rl*a!?SY3V1uto%d6B}J4A=<$LGq8HjnQiZvVQ#Yf;haeOQZSst+C&6E@gz(e| z2Ch)d?mH!my&}%3UqL3@&AE{L=siuxRXg!(9Yk%2-MRB>hKto`9)4nL?_<4wT?bL1 zm7V3tP%C#SS+DPluLC8~_kEt$)S-#)sp^@POGmjaIlr39k~zUwuBF(d|FcUVMlrXxgnm(+t07l2wD_{aa$%JMwQ-?;^Y)qa-cs-DmZ0x$5IjS!Qfp^`cuEq#Wuo%XV(lAb?{1@|Lp%WNpFc{4MlmA*3Mt81Lb>r{&z1Oz!^Uo;TD~ z1=I6W(A!L&ZMeHz{}v3|T8p;UAG11!Lfjm8rzTh75qnO;D`~8rnZEi*z5-gce^oiY zQ+NuW7IAfK!fuyjvNp7iDpJHq<^Sbdg<70|cAd;kj-|G549V1;)w+M5u~SJo;MD!H zAGY#myzC{lhSm~mdZDJo3P}Xd9qY@|p?iQ4Tb=AVE;U=7>K$UIdcP+fg1ypyW)UWfZ8;xEmtU8i2(U+`@ zb)VGLuj|SmsWFqE&uD9N3nPK4G*wP)ya>nQ11B+j54|P& zb2v=*m3E3{SIS2+|AFV+9m2Zo*wKgutEjul!gXtd#bI-^zRqW3lHLBM-R>Ct9xS`= z*>;|zpz?)t8P+^DqxZa7k`yxJb-IDb(Z{3j&gE1IPh1*wahQT_L-n97-6p*)-@C&_ zGS+zAyS{2}zv>1~ws|8)12MnvXa8}8w`n0$9z{%;X7F!07cZ1d?C{K+v)=0IyGDi; z6(kyBv(wvbpMEVmpcs6}$U@~r_`9qI9#SpJyRR=?=?^V1Vle%>C59+QE%M_Z@>eGk z65=*rP5$ST@jR-Noe19yPULFT16?zSZx2AAS{JSkas&7|MDfTMFyWtFt}Dk_O_#gM&9WgtqRNgM6=ij7{YP; zo`k9sk>gWq_>w+~oc?#+v{_og#q(~e7fiJuU6z^b%;zvLjQq!c*YWh~7i+K>E1Stm zzp2N@`0JO>vxE$qON&M$b4;PQEkjnk;pFKj%U(E<=FvRqEl;)!z@I04re5EbjS1MQ z1sHq@(IxOxbBhYrOk2h_pNq8^;0at zlc}#=s*%zm>1nm{-%k}hSmKw3`qlU!KT-vJY>h~|$lU`ybZa`!Q%HzO`Tz}v-92y* z_s5#lxl0zW18BA?`+`SV$dJ6v^GN!CL^|-MnGkk;A@@v4f%k0=r%*J~^6BNmSVF0) z8L+-Og5&;XYJc4+e}nt0M0Kg}>#~lfBCW_ zgy1#+Pl~{(A*YoAtC6=CuBr*VcVU^ayKz3GQSwj61!E(!1g`Bjg;I@&9JB9Uz9vuY zxU0`hJiVCipZAW=NY{!M@XoN0shzB-QnX;2|Mn@-6ug?GmaAvL=;rCIw{1ry7*|}b zB#^n7m;SXs4!YkXt>83t1qmx+38(Sv^~<1*H2a(PXL=44QV)U6j@G+3))ltfw=IHe zOl-lk$EL`$;x~n2Vczar%i8*b|M5ot`F0LSHVnWNRbBA=!rW!>6im5aZ*=A-8w~=G z!FqN>VVX<3<3F=~B{g|eWX@e9TY)#P=akOh_oF>W`%CJLFG#MhbYA#-UBsoSk=!T5 z+t^9gZ%&a`3=W;&r3}oxc}ww|3ChlfBl9xIUF3FojJUZ zY!(0Bl>dAL|Gy{lKm4%^tUxF_!Q?-}>|bN|fAhKHDGi8%r}UpiIRE9u`p;78fAPVR z{>p-v_zHO6Jxlv{Ux5%fT`AXY>i_4K_`mxgL=P4qLErO5{l6W2 z|C@*RkMEIZI!Asb+~dQYe{&NsT?Pwad1v*U=YM)m|HIDUh<;5%`b}aW>0i$6|NXE3 znvC)ySilu!VSc**yC?Ubn}g<&d~k^6$DgYI<{l0Y1`CMDWlAFdHy z&fF613=kcv=?4ju>v1=o7Cnzmnr*TN-EB>lqurGVb{~Kv&GQBrzU|hFg5uZ&mH6JPKIsLZ|M<(GPzqT){*^YYi$$JzOLZvj^xY)-jT%-H-6VIv zg1oPJQqTDA4S2j>`HQ79!g2G1DTB{KsgeMt3&pdaov08!jbkcNFoE{dgINS|)a|+Z zA7ZD1o7xWr256(nJ3E0Q&%iKXv=eQUeZctMv+$J*>?iV0I?*rhU8SD`RyB*~DFot^ zn%khSn$h(8fjGy#-wvO_+;{R&Lyq4@T4BXSQe2Y#o@%wYuqbWs=rY3*X;qPx@LQ-a zF)eNL5-4n9>J%tDkS=`=K>L<3|UBQ6h z2#J;l3<#_?f!Xi&&(qIg%ICzNAr$A{XV<6tZ{Wu9^CYR%vmeQ_G-A@+3N3{86z9GP zO(9&5fEVyiDWBfvjz9GmQI`-Vz47&FM6_aWmDFaocO_E+S|}Rt%4%yu-z$_9@Qh%! z`$gQ?waIp9h_CSD*jL1|Gk{NLzf$jcrHU^Hjt_s79M{MY8{U5dTRJ?zcaB{h6HJ@0 za%YXghtA>VA2e^FN4)~wHoZ>v!t>4CKp!jC`-aY2g@LLFqGM43>tL+}>*#_^l_^w7P8w!A;$x1Qf-G zaZAT?4FGYneMVmv@>%#dm;Qsw zg@0NQ^6`=}<>2NUf=y9=@=E}!dN7)}EATu__0>TeALXa2lcfOrpqYK`$dy~c?XKws zYddyk+honz8=S~(HAuc_QUI{H4mX@!uB?x6Jw#<1)TDL?Mo1RBoftJ_J~`570N@KV z^K2Zj6GmDZ;5uCseaR56-6cXhoSzP&HYF%gh!YdvCYpDZ8cqj~O|4K< z;vZjj^=;H&azvaA8=*kunL#e_^CGYRKEc9q-248yBf8IN{f|fg*76}*DxZCs3RvysVA8J@4|$q1TqY5D=}jxwMfQn0%bA*G&|Rwb$&66XDAcl$ zGmQ9Qv5m7UZV!Z7LG=yW3-$ov*jps+N}}&kb$j$c&4Nz~NCTUPeAPo^C!{ZNDu_PT zvnCpYr|G&(gG0TSSY+m}T%(F^TkB(o$>1FI&(ap@A}aVil63VPsX8|73@RvTm}&zZ zKYcM9#1DD`Sy7i(1N^!m%maAQx*Wm9XcXHIoH=%^xi0t8#>T76^BwQ`Ap)vXgh)R4 zk+0rCCumCXrG{;*3G;jKZCrJ7LXkE1V%;{|{_*-Ux9-RKxbzi{*dq`0?PV@IiM{!X z!}yqdcc=ysQmv=T z-`t7q^m{G)vtmzzA${8}Nc_A09*$4Dl%XkSFjN)eGIeMeVY3)PeKh-XgZVPq$&lNL z7>4jPk$NX?*XZXXA1)z1G6U&Krv{YE{!HEcKHq64XGf#eoD=iyr>}!YuMBF9w)A8L z%kD*(5T`_A{o$|rgJZYmGT>**TDFj>Mhs}8* zBuYT0Qso%1>f3zO9iR`HXp|PO2$Nk0ns0`jnxrGc;I{hc$b55!*oqg8$?Xqz_fJD| zP9+sh91lN-6>XJU*p{nn#GX=-6YGp83TTlVK6w>_Hyy5TDU#Nv z9%^OFEiQt7wy@cw#=6hGDhAssk1X<&^agp#Pc1s)iynQ-_B-fFO2b`<-4<Nk`gX1P)&AzpIWq$7y%=c|OW9je<7gY6SAYDL!H zHVS`3+vwQGKMe~D32=SJ*nsPG?`K)QpY)WuVTZ<4jalvI>cAm0l6PeHXW8DZvWrRY zv+Q2g#l+l$#903wJJ__pRE{lYI&8mH!Dr;op`6a%%4o`@-FMXH5qfJb_A98fvtXJ1 z-B<;*=nb_UoPhX}%#R?tx4UE3MQpk$u=L7eh& zEBu`b+~W{^Tz?e(GbqnXe|3qHmC@(%im%e!(N#xZ<#DpP$%75xTGrp@3ZI`o!iBJ( zT8KRs^{@~M*e)tu0NKm5@T-ZfbU$zsT%W|+U$|qgWdeA9$2AQft2_;GVa=iqS~ebKp!51Q3`ZvAY2tAJX_gFz7y;@K{d#BZLKlFBQ1Qic)dekH}S?%(#y|x z_q|_9>yR=+0=K#8^eL^MzWrhGIH*d(3Y$WoRjbz94@A9cuLYWe26gq#_vYqI>_a@* zTiA0uH=NIfH$L-oHE-O%kua@2DC~47m^W{hYv244&weRz>&ddM`DOh`L|3c}^@gBr z;NwiKiA6R6YGk>_M2gRTgpAtyR>UyZ4QnZDK4eszC`=%EPY$+Rl>G^2cOjaPDjY|M zm+E5)R!$9+<_Ih?78_Y#t6hd4zv8>iBKNlFv#h~P)tZa5wCWb=T^HNwL};6UK#hIu zlh#IH%PmqulcT^=fUS9jn$|pmFBI0!&-gsomyKc;zYD9HPDI;#Onl$#9YF~EK23s# zSX&BV_FGk@$QjFI;Otx3ud=P6kG={cm%Mcb1@obHFP%9rNS877qX&fJ~4OOXZ#rwM)*x0 z>+c2*Fm=aTZ&YkQ$Y+msq}Cm0G_Htr8(r$t?i1c|vcm4rXX%A&Bn7BSi!kuv%h%(a zwx#a(_3X=ilLThE2WgW%n2`=sE~v)bbuK2 zoeJECY?SjOQuh(7KaKKRBMuJN)LONMvyYgC@%E|#m4W$(D87B&GQs4ff{MkD(-^-k z>(He=RGR*T%m!;kAL9jJ!>; zqc@euo$brxly~vl&ruRm%wX7)BFwtvjc|}tjO@~Cc0JvEx*P~N;5O|Td#Evk+hWIz zI9XoRU-lc^?3l+qyq4`q)vvU?!JdRW)C&fI6G2!i9Dk^NUfj!ekoW~}zq*|jI_o8+ zv&LP-V!S8UkH*#1rv-?^QyjP8@X-VQYAV)5$%JlK& z&~%!fO^s{u%l&WF0XrEdcu*gudv86+Yx^OY4|}rmWI5z1>-lWk>z+V;0k6)K>a~9H zMaFiD!;tctv~@x&Z-Shrp^zX2`*r#$?I?eW)yuGvyq=9e9wC%_2OV8#~r(AWxRo7kWrHL5Fotru(?T|uu{(@zK+}W>7yHYU?d`RAW_M3N+>duhm zdjbJIOMaWPE)x$X&7a-mJfegZA;s!hb<6De*6e6gXqpqzDvi3h#YBvuA@tSl+GA>l z!$8Y5{w;y@Y+*(lGuOSfLj{cQ;>3YkS+?K3%sHh=Y}#11;q^#qbSrIp(b28^_WIhn zIyx=S6#u)$_Q<6R+I^6*6shvOTJESJ_6Vir!Y58i{^2lD;q?@4gw?oVnA!^%Rn&|J z{3PE@2iG}+j!&06&7W{Or5eK-&?4eJq62%;(?v3oCA^tPtiowtdZN$s{N*~Y1I@ML zh@73#lTJYtRc!ZKf4|5YjD839$>BG7pL+jBV-vC$cfqpoP;Dw=s*2!<+40iI%wd1|0sRt5V*FwgUY2HYVg;;7O289%3)V2^-^B3^%(^{@l^ja)GrQQ*%?5a$j z7!YE&ZV!XjJHTBxA>JmD>yD0(x6GYK`r0hO8NHC}H0iHLZwHy3tb^iLqXg}OLw4Uh zO|fP=rlZc!XFKmXMHj8etVR+qR}iuhcaHqqcI5V0+H))NN`{KPl=V|?A`TeHxv7mB&xqeSngBh zC|vTpFKHF1APa?nsg2oBS{Z*(TKMh}!ohjQmcJ|<#`Ow|rn|#dY^f#}Y%eK198>&A zrvHf(5$*WCX4!UHQ)YkKORA(>1xiyYmZLCu^|$(;qR&icw^El|EDU9H%$~x2NP2Fl zv)Ko?lf@^e&Agle{ca=0kO|RMF3nYR`|ePmewdn^0Ce03Px$scj5VBY@0gXxjA%19eNR393%Ezzt+BUGpSu8sOG7CXxP#@`AGH(erAA$$rumD# z^`H5VO1B%+j2;Oi<0Js*)t<@lpiLR@C~3xmbabnd7am z+sykB$>yrECF#H;xmUElz1MtK!pLLt48JyrIcs z)OuUDtx!q6>_ej7r)n;Hd@?A%XiR2$dmu{={x(5-PALh*oZOJPbC57h!z|8JPaW#qPA48m}S4mdG$#IpXo$g#zy@^dWkQXQR0k27P^U9id-w|y!ZC!#h z??!#dnDDq2cKgX=W^sJ${dq0Hff3%FuiLXe8cA$dDy_W_NO_sx%ZcfIg z*^G4vSCP%7u0$OW6~5@`S0y3Qel-u;vEP%wc0cobiYC#vG5|{6^sjsa<;NfR>7Y#8t zAZ|n9)1B10upK|?NOGVakUI-*&ZtP}ysb`RB=D~GM6lBO5J=$$Ej5Q2g!r5TH>o&D z?rCG7_`RLc;5&oT%<}8 zC`g?Js(hlu>16Q-t7)*=`@X{K9gJ_8NS=XNAsY&=`9wR~{!lh!>ZPwmU11z2R?$+O z`nrb{4AiAW3V5K`XK2J!iWC+YC==n)DY?f2$ZoR_clQsK(d(@c*FP)_c2-y|l=U>t zJs1I%%?e|>|4zF?sP@c91!5C>m7p705sQ}pK#bG^`0e6)($yGYjj5DWuWL;jD_arY ztj?`{Va6$rg_7ch5eqX9@?=wuo5wcIUaf?o$J3IZu6~9HpOf!3Vc0UDw^1tjvRo~h zLe6p3AqhRII#HT23MGel*M3et5y;fV`B4-uSL7U(sy4^CsOWARvaZ>^NDHfnbXAP) z6~Gbi4!UK?k>8o*K1rkCqAHSV8inMf2haL|*Y(6@#=F~r8ZM}UsgMTOzvK0AoMw!z zcmg4X6&<@FD)`07TpO!peZ6aZp}<6kc!RbFVyznU>bY0d{j$qTvU(DU;rd~O{vMRM z_i*|oinZ^w(Q5DSc%{h@TMkO{M@G=ST#kZ@d$SB}-mY!eT%Yx7!eJ;}RJ@Oxp$nYH z4vaQ;i$^-ccDZ~>8bh&ycuwy=MGBg8}CN7;mWIJb|)B^>)7SmS)r0^Wq+ zvqXQpeeAT)&h^SqvFq1TP6)`QsYfR+0bIHV_A4)`kO=L$kalwyRfCznN7iiNFO@pt zr21RFXofse6D7=5%_f-^;Yz9Y8LhPYlIXMYZrd(Al$cPLzV&dUw|z<%aViwCzeI2T zUVQwwL^S4kRu@?`y(cw_Tc2x`%i?;KbBB1@Wr@c27>=iRUUPo6{Lu06V#uhb*+~c^ zQov9zd`vO#QbME)vO6$G_YbYk*&VYAbv)Q2u5m>tyc=w_v3xA1=VN^XjAwEG1{22 z@`moa7~y(HqFeL!rC~Bbg4kPX`t4>r4%E;k#a`0oAVBm+)6g-x_Gt(0hg}-L9Zj2O zyO?<(`mQ6@A4A?B?@>@4L{r;1m)0qBqpUsUdo37}0z-VR?9BgeT)T4iY#o;hEsFJ_ zr_0W6D#o|4>p_+yrfR;IF3!$Daw6{k^kv1Tv1|3We0mY|1PQsDx%hKyx@PA1b@7_HKuV&I z4W;#R;ZCW24l%_nE&%S!`?XH$Fc)ZgV*xrucTVX=Tk*usgoHIde@Zml9xkDm+!jxe z3M5{l z`QdoJdyi++8!CC|*;?MUXr92$LN7FW?|W@{?iE;@=`FTpw@JTh_T)wGQ-fOlk0LNm zI0y;HDyROhmu?SO9&FjmhEkLKs)48KDUNFs!%sl{Yz|m9xKOwKl|+6emx=6~90WJ$ zbDf1{`#y95jQx>a!GaEsLzD6y3+V)qj~}SBf=h1AptDnI$51*sgaFr6<7W5nr=ygL ztIC2pvaswt_@qb(;#6q6+?|RRgI#^f`A)HdES4kGzL$ad#D#(fT{=)ANE!UswS=3Z z$&YXcua_U=H^qHtOr*eoCp-f+>DnOB>~5VghYWpF{4h$&cCCh}4+=V5O`k1_nr<&W z&q}uAaksrb1E-o!^uiL5a^bhHC!9!Kyqiur=y1NLeK49;1@37UU8E!S?16N7 zK~FTUI6O>>ft>aiSD9YLT@yOznq{B5$U6MS_H+=ebI8~FSXgF%+)K)Ot){|;SKQ25 zF&fk9^8NeWmd2Mh!d*jzs4#XPb;%RK(l+<9un3FB*26SY!u6q^Q*I$OwpS~;S?_Oe zUpMliDJIHM!W~yY!8h@}z5CD295D1#kwLUL6pS_7Xkexj`b3Em3~Bw9B4CR5F9W#B zl42jJXSTnF3w70g3`o4h5H?E>arGEI=Jt4K*Rk=$lAq>s)F)5EF zHg|w}ywJfVNN@5S;ch%dcoiOr^exlqh9iKsD*6lv3D@507$&_?z5*uyY&6frZ13Qelp>T()GaSF3y*@Slw5z)DRbkwQzvo1@QIr0ze9>Y zCDq4<1%y-?eBZn-D=ay?hgk;!*Lopk-Nd9-uDl)*R7kikz9?3Nw@5-ieW1m6^!3HZ z9D>e{AsHgqqm>X8>LGar{g6Vhns zZ6Z6nWmRnd$9NqB_XNiD`)45sgs0D;!fVaz4dV}Np~-X9KB{Ws*?oU@?b@GDEM;t@ zrMKrEL?R(kUA#3ETM#82rdncf*LqvckZG~DLB!e0j8Xf_V)1m|nRZ*m zJ2B^-mIdE$C&6!_trU?_bskg2mh&S9rkxsaoC`lK(e_VSCmlJ)U?wOH6`e&DvZfO!^!!;{*Wd1G%+d zDLIIeUrTP(&MoxJbSwgQP^mA4EHz71Fee6i0-{AG0xh7;zPN9HDM!l8py;;4&xi6d z6&~Lg!lxLs?O(uHza<=|y%s`-_E69Q` zCbd>QVid(DVT0X+-jibvgle<@d=rd{3v(QlfDo#l4vJy}U^(F)Sv~U6XSC7m`bjv= zqgnR<44p9qZsiaaq%K?XdC?~$%-r0nS7SS%EvQ!Qj?wu8o_c&fx|t6^ZALDH&{kNs zZ{J>`mr<%MN>pq=O8o_fR*&^av_O_Vzda!{yS-rJqVA5`i!<^lSJduv#9S-sbJjDf zCV*>{Xc3xI>xz8##=R$NQo)q8z3w>kP|vHEG02Lb_Qkg2rtWBK;;obQAGZ!h#u~e* zDKpetm3!#DEeO}TjL_V2o~AZxDVhdIYu)m#On_?;RdaXpGC{Np@JI37e+&x%D&o-+ zA5N^ujgL!^cC`rS%Rll(-kZ=cG#gt9&3edF^GeR21#o0`tx>BV-wBlv1< z$s{`zcZ^;rZ;`H|w(aTwlFlDw2dAWWBgnZhJD-X$HA2X_qQ$k51B<=Djp=e*WG8jT zkx6V{uX}FR(YL9J#4s0+ZnGc-ht)@a?oU)s$4;qCt){{-F5T4J-X>4hxB3`GU9oH7 zyd` zrMQo}Fb1yn>jq=C!u!!rXDvkmxXYpB+GgWP*_Wha5e-pI5FjABKtutpLNdSB4Dy#q z@FcOQd4LG33ocD4gnWOY{PZPV#z>%0jtq)mg<;Tm6t#P>pLhCbJcC?J*yG0zN2sVk zTavz+Bt`v~EEI>B8}z#ME3wS|KqdZvY5|N)oTyhKmQxQ=yHxY{)j(&I4)S8d~I(^Rkk7yc7X&st#D_8bGx0L%c z=s@)tgz?&wUJSy#)uQ(Zbpn~l4Yjs2*Cm_@s7mgHRM&dHptdE<&FU9TBfH8_X$aAR zWewK8cVlc=wv?_K#&uUebw?FlFwP62y^xJ z#JMH>N%{}4B@^0nMaaP&bm~)GQj@($uTSt(4;sL^tTs&6RYTi&sfyNJJ+6gCn$Di~ z#8pK4n;C?hHj?8>ecZU|;i#S`GEKk;*W)#x7)t-rtS*ag38 zYy}hQ!%k7Yi}*P9hW5CLca6hTis6Y=!TtrOMg2|7OV+(f&$FO`!uY86Dc9gCWei_+ zNlDhVFj;k<0-9(UjJI3r!Izd$IzW+`w=@X4O80>55s(0mbSX-c%tjq5h=G83U!d2NaL(wtpHXvqjy3#XKq8 z6Av%kqrUrs@Pkq%_NyG=6$RSMHr;mNx!<4i6wnMNzj&qo`0<7G+FdIUI3xV~RsE{% zzqFF2b5JlXm6Bc@@2hfGkTalf1WBmzT)&jYV8-thsrCF_Kf_Eu&ulAm`+&Es>{es*WoViY z;R;29oPK;St?{OWG&l3ZH;>do+#n;2?e+w1euRIXlq{H;laAsl2#S~cGF>p@^IXMD z5sQ&pb>xbk@K2s|&FI(JZZwQ|?W~R~`5O~B*u@-t)QAM?IA` zMzfxZP0gh&W4!W{v)MIY;MHBIp$nP6cXknqn-{$&QZzCA{!1i?iQ~W2+;rA}TWGac zui4HQ`zm66v;Ej!;D#srxOql)K{?34K&h6|F177F%S4-z?DHEWVcQaViOHb8NwObb z|Gg=g&-!3;&q(UY8fa#?LR3ss%%K>#D8x+xv8wi`rDK~DXaE?mGm@+3%t8tQYN{=k0RFg}J6FTo1E}3wLHdW&<)fGnb zKo2{6?JY`{jo6Zk;8#y2(??Ba?Iq`&2j zM{B&@Z7_A|a%q9f!PdWgR}*ZV$OO{ucgcN1NxxsQDY%!#U^e*RW+t>zSZ0_#ft7?p zNa#^K*|*S)0n>^Ya~@^IkfFN`Cet67zJZEfFA~ACKH&$`p1P7(@un|s{@9uV?%ndG z@-N_uTT%ebJ{H*G8nKQg&20u}B3z1lD#S^wv#uFOJa@XDWbT5Q3@w~WSmRJF@02Z6Igi6`v$!SS@;w+ko%uMDGka=u*}I-}ZQhklJF&cAJE|uWAcyS!b;?C80n)K~ z&MUkHAg{WI%l*zEBe2}Y{#&Czqb+OrfzuvAzupgW8tX`{OiNh%-hC{Ct=xs^t}gYwWZfr zEf=|8)WU`(a$^9R{b4U*zDHLjz=07;Fii4y zVZma8;M?~xvCMr39~EJR2c@4EbT-S1kY7~Wot#EZ=F607>>@9H&V`)eDRRy&xNDR5 zviIQw+F7JqNl#qyxaTk^(>Hhazf1cdIVh8@?N+nff!yEVwOmxH$E~C%F9_OeYDd#v zknHr47Kmn(C3|@LlLVf1_UVK9neG-yUUERij`y!dZHk!>@`0Dy5{gl`fSB!X{E@~D zHJwetyxaL%>nPf<iD(PxK$bunaYQJG*%hm(0WVlf}8M z#|^FQ!nVp@I8;-7sqBrOz6(;4M}6a>7`153cfYfcv33q$t9RN~1`~#eQh_4oif-s1 zallxxWD!CY{09@{_&!{vZM7P`sf7(WFX;ZT-8J0W?!a!L(ZjD~*Z11Juybv;1Ny;s z?+zG^&HZQF4b0zhyoagpgIPjnL&`Rv67#{^91lAtN%W%bE54jijNYOr1_BSVZC+|# zsb8i$uK8D6Bxs6AMU7=OtX&AtmHa?{<$zXgsT)n#1{1T0BC#lI6J@_ALO31V2#-Dn zjtc?rQHsr)$edA~*S76-pEdC^hSe9FUhf{kpCtL~CH~Sx*7s|@GcEL=8uAb=!0T=i z@hqePj{WIR@oa5yHQ|pNa)0t3wg^)}{BW*G=7m^8{eWN3ApzgBCr!-{Z1oPC?`0`l z;(Uts&Ow>HqhZij%Ew@<@|Myx7as}apK5O#PI`q`@_N#Zo2P`mw_+DLQ%8~llup>M zSi6FBB}l-VCCc(wv&OoiN>ky8vCjN6fML~K2?8XYuYkx_^an8=9l{{9Fnc`$V$N%X z$b~y=b&7@KUkWr+`@wio(r~n#8zj33|A{>uw(JPqXm(ls$6ohF?RN7%fMs@-;rzz& zfu>uV5?W}>lRHLE#oSq-ZfGr?76#R|KD~!~x}mi7`9~P;fSr$mby1K*=64t2GY08W zFwT!eP?ynkzRXEzDb*qod5u$D!n!wFeKhKU&W&Zfl;JIyvg5AJW*=(}BCI35y$vor z)3#qH_!-~iY8_zFDQE;D?ZY_)P+5Y(oU?1s6h=*OEaDG_z$0dB&%X}xQ;{8=3 zAvR_nv^_F4IEJ%Z6ZbP>yw>1*W`ES5+;;5gKIo?Q?yl_?ZVCkNpwfrv*JEVSiv=CXvUvca>38}KVy+1qVje^? zqfw{!^4mD;py5yVAZ}JWYJylsHPQ7rOPMOc>|N#2g_G$5+%1T!ajnXYP+@d7?l_s$ z>|xN|i$q20e8+*~&E<&RX|I4k<4izv0np$o_p26VNMNm{g5B)tnhSalCPZ;BlPXiq z(=e#)Gv|h~lF5}(KdqrPWAQ^}0@JU)6muDo_K7#AY7G!yF<<5BQ8WmN?(!{A=w?$7 z=)Aun%@(GiDhC(-)<-k5ACb}W1PBiyifiWszXI22K*Nj8_{mrM&xm@3(gdm))b^T8 zH;8QfWYmP$ft;QB(D>Q@xvToyqI*VUH|W#&*Y)$E1+}CQe9lqL79slnl&Se?V9KKY zx*>z>lH8GO2X*1#$!5g(Z@D_wI*OXbn*R#1dTW{kf!g*fFmkj>ZK&~W*-^&`$3y7DDjQU>$PgQ>-VH(g{l4FQ z`4crh7{`Y4H;{362X^%t#}{PO*xnT8FCQQf_$Y1yEq`+Ipa!#%F<)lvIsCxbDVnU% zM{2lYU3k?Fd$^V6G*jJv)rsaO6mTKcTJvM?6v>oCX8_*?9jEq>_z94^miJ^+9+cxj z?<24~>v`spz|Wu>GOyzH+{(dS?dgiUGWWIT$P<)tPOEJzUYm2cgp)iFTU5d|FB7cbpKiI zayj##`W<2}GaV}u4{+OEDeevAx|TLn23_54A{HXdFUo<9lzJuUvATOy?MhDa?AiIh z8oGN(vNWKCRCP;xI@N`f1RNCFj$9dnVC6I7ty6#&{0N{ReCTo1H)Hs<$>+(ye^pT-U?6osi1I+#v9Nq4255GA}*pAF1a4e0NqlcL_T4dNWm*-~Fgvsb)f zmBRtKl7mOY_6R|W@S&JZ)j*6eO+YB9G=*foJ*~hGS8?U^&fZfY#5q!P2Zf)#_{y4( zMy*I*M^>xXR5;QJv13Hk_fw3B5jg`LIB=Ry^`9#7NT?03ZwDyu;3?dI!PHO7M$`h7 z5FUX{B0y-^dBpryW^}uAp6J=y+Fh)IDA}WVl_z%g(-Q|J+K~OINWbOU!NU!{% z?ajjdaTH_!0%D*Nz>&#WpxVlocw9B%ArNZ5q;V}vBN>PW2_yTD=aJCqxH}tJ8aknz z2HX}wf0YfuBMk%_n$EB6o2f`2Q6Y4uB2R^^e(!9jSgopiWJnSFIQaX$a6}+XW1%n> zFr-?qWC@#SqZsKT_QdLB^U$cGeT?JpV;s2oLbNMN5}EgAqxnv&1T&XwEM&2OmBU7> z%!{F~{_MK+Y<@jyExL+2Lj5lh+T9gQcr~g{1dAwMs?m&m&4*G%+YibaxiL~h124+^ zH57r17s0>AQ+VX@QAXzEHG{1H#%FJu*wy)kv&(V=1bYc2w6N41x01%7X`o#$!o?92 zQheb%i8|Bk*zQmg4W;L1qqn5~T&3m-?6Y1)hVO^Dz3U<(VAbTY*$fNouVwkUSykHZDswZ#s#tihTRw zO6PY{)fxBH>OH8_x+vDui4iEqQ6oe&;xN`W)(?G_W?`M0i0vw#!T25Q`GpHhH;>c@ z;b3h`ZFrkQ)&!Aum-#NXqaR=%%en4Nb>pLmnI)dE+nj$x0{dZ9LGR8UJTNIU{j?}5 z*xjKoGI8w=#e&iD`GD9qcspgo?L`6~@&hA#$(?THkEd-w{KPm5wVu^=(Nbzi|Bl68 zxKCGi9WSitDD211FY^|gOUqdP#T9$=_-hwOZQ2v#&VZ5$qL-{qb121g>F)W_#P>~~ z%m1iAI)#-vd3f5s&V}TQ-weueEj3-0%a={;p%Wp-UzJxx-uObeNl@0t(wXY_-kVw9 z3yHQt8>QZ5V_Gz1ePO9n`VhJM7q!61%Qda6X1nnKe7tIguaZcy@gaTIVRFsEk{eN7GP}x6wWhRf~W^sz$MO!wO zSx^QIa)x`JqS$t#BSfx?<2yG)_}3?V?GxCvIkwZo-U-B4tf=*N;pbhs{Ij zS(&SUvJ2ZtPb~9dLE)46TW6kj1#633HvVX5ufGeBgd`%kU9@#G4hqEwWLd&T%4=Ng z&*F$McjoV*USSlY)S3DgF(*wPiFbPOcS!QDr6MZ6T)`rca!K}+Kuab&f4p3G?wM+P zM!F_Y5lM>C5vyYq4qB7(#lZ z7VBAY?Qt=1iO<^*WLFWNYh7mB-rhuQp<%dv44UuQ;R`CpF%N~@{_6J9Y`VmMF$SBo z8K)=RtA?h43zeUQL#rKRzYYctATnTX`{|~H7YO_vNBdURPAu?xTEYZeY*fo^{~?~A zWthIdw~V@>UFJnsp|sSR(b+8qEqQ-K*wJ#e+eW7QPd;x5Eggec zBhw!xjRYB`aYK-KTx#`-xb866^7u0iFf30{S=#3)e-Wha3 zpv;wp89roThHu_0j|~{iY>Q5LX~wIl&d*r8DbV;M*l_7p)%|mGxe_~H1Q}ct@KHU? z0j!D8NUssd*{RD#E^E}%Ku`iQN5|-0R$+ZaZlxmfQhrl7_)ijjj#TE`yLE<3gHI&7?4Y{fQ4QQotk75Fz1^t zz=}d#7K;U2H_{H+{z~BiQXup1%?mPrD{UJt645lpv01(fWR^a%Vm@qf*q#q>@gm^y zfJ&0T?3X=j;WYz+aekQ$-eak`X9;*<7PBntLS0aLy9Rx&`k7?(9<^Ko|8WkgCRaim z+nMW*oxEpzS~5oLQGRGQOVJg_VJ2EUq!6R80q`N^xxse2% zGObLG)LTbvIxt9_(4HGKMS9@+eGon+a%0i?(5n-B9`YkrsUN`3MZkxQGwk)`-ASb9 z+O;XzLF2#P**9J8)|qIWe3=q^V9IkI?vlz19x-)5bqS$45{YIrtumPiamD-IplbcR z*NT80t@vHj_{LDE6%_Fy>dJ1_YF}b!-wth;kF=SC{1^cO= z>_>+Yd>OZYe-7x_Q%cT(T&nYA;2DWgztWV5x--Q|#)^Uo?*l2-8Eeco3zN-0ozG{7 zW+i9mwMA+E_obYacK{yMf3!U|r_%R&Z7gG_l8pP8{&c9Bm%}e;T{m8uOO=AR23kea zDl7l{b}>qxpvf;h8R(L2kyE}-Oe?qk8LxdL>w@t<1a#F0MSYIT@n)YdBV3J%^WYe9 zaWSrVQ7=)N3IQeLjq1meg-^eHb9X2>t*VQZibO8AV&27`=Vqn;2sJR;pe-wEDeJU9 z9VVNC=Qo*U&K(awa!VUJ2{^c>h|^5Ge7eJ*&CoS87=A)`trQEPqA^#;wI6FI`aiGs z!j*pr8WGe9q!BXRBqfcZDK)@X5^E)-_+DT1kH5>QEn@X5;a1*EJl{E~fM5N{DUo*D z=U`}SOWwT6Nw)5Kc!$Dp%qsfdZfc@pBy|U+c*7SHv5j>uUZPtC<|kALkkf*=uqqY- z6(TowLY9vXPzSR_E$tdB^KGrrryc{-ssW&Yl2Oz8P}5PF&|Ewguf1XeRLz}!)B_;f zCsNqh8TnUUDjJjGN`B}+5@ukYc7;<}!! zj%%RAOo@SU3SUtbDI*M?aYboZo`?M^(D4;dAKS6PbVh68=7bSnv**nno2@sFA&y|+ z#W$-hvYKA=eLhcs9LRQ5R3UGNbrb}5N$g7&DV@h!!Ru}a#L>^F5L|$=xCdv@28+NR zA)N29BVw(1VmsKRq5emicItQ1q)iz+F{VA`Cp#d>8ejNAhSwf7c4fy7>>xQmhwY^EH%U^B5}B422ZajYM{vN0Cusyy_Z zJ(>Em80C=14vb5fYib7F5&fGYIY`KRzNZ30_F~ z5YF#*eMiM^C$iu_d?MIIz%A*uRbluqz7uyvn-T4+a|jTfA=!}=SkrxWjwiz+7)H#i zY|`@wU#Z_HX=%{7>;5Mz;h{O(9+@Kl`+>2SGcHMv99NB>I!(RB zWRr7Kxf}hwVFo`|lqyJa=NMO?POTz;A!9HWh^t0b5|pozTvD=2iT(HQ);vzd+zyNa zQz~&dPt@qz|H~Kr*FO&6BMwA;3y2T>*Ix;h@=ln6ubR1Z8T11`90ftLKIv!wVVjd4 z5ByTbWiCEw{vX{w2&tJ(z8}!>{2#qOFuh5Eag#2_0=+rb`h9O)Rjol1hY`hzxfT?r z=`dPzN3W44?7|yNE2g^c((F!a7FT(zDO>s{r~*N={CqcKdb1JTSU|EBLIP7 zRkG8p%M1uNo&hn_UsZx2djSy;U!>tWpm zf?!)UcD<_y4N;(t_;k6c+O!GzEzd8vU3@Jgxksaf z?hD%n!K>Er=c~3RX&#kzK(Xt4)e-q0&)(lS)=1haIOu*shP<>A70?oY-9w@QI0Lel zp4U+?SNsD+QsCcieRXz#E=14vTRsQusb{j|wUdxZk~{>pAS|E?h{TMgo`YqnbhKYv zjTru$@?SOlkgfgk_|lw{GFaX53+UP)ZQ<)L54G{ zmptErD7fdbXPG$T5rHD;&s#x!d7+i%=QPh+UJ&&*vP`crfdwX%PxRV{yWr`+SUm`#`w=IMy#{KIPKG}w@oyC^6_er z-%svk()&;VLA-p#o8lA=Mlw><+w7R()p_$`pp?5CMDkfCJacDo;B zXU#~{;6)sE73g{!&M@#8WFvU!x8GKuU?P8+(681f+VE1PM z&bkY(nVqT0?@;C64iGayOuU^Vo4Ckpb9Gbv9sR9Eeu;Rtb3gAMUlkPn+u{q8({`LN z5?aW0YIjO8R)Wq4|1 z1v2?c+Z!s(Y?ub*var;=-lZ?cQzJeoth4f*0^j zC)JzVA_EH6&ze$aX}9NTqaJn1AWVnT)6zzoXKIDw7FACIPIUvqK6go7mLsvk2V0!M z1u3x~0R>97r$4?p17rx2Dn5p?CNE}{KV}g+Lx4+fG-+X*?Z}f+# zt7d5SL6YFt%Scp7RNxn=wREj6n3ZS~d1}}x^5Uw5_jXzPZ0fG{PpNAT>tnViA$cM~ z*c_C*ZSDRK^SWh>=ii;q-V>l0d`XJHQZtMcWA)AkIdlBOd8a*W{nd4QjZ-PMEy$3i z$Fpp|)duj*r@`4EjlQD_nF{cN?>r4DC`kN6avE9D6u>!PLq81^w7+^wnt%t3W%k#Z z!3^lJp0aQ6{VZ^tyItMW1fm)G{7@vgowtzA#XGiu68# zWeuo8$I*oDx4^9VIox7}c9I}^lZhHGWFNBH1|5uy4ZnsG2k11!p}P@SyhZ%BXW?1R zGPcuR!zsK=N%pqp2cBm2Y18esIzhP`8<1XRP!Z34wC|$Z1@Wn;1*}b0KtMrUS@FL4}wG3Cv}3TL7?aRIs%LdqZmwn__bgju+KSaoYj>Sqd^@2O|9r zE*~q)$#`URN&?e!ac9hL-+=XX9Y}Aed(tDWwZA55xV@HWlFHz^4N7i;Y!F=Xf#>{ce-jSRjX5z zp2SBySeM*-teI1kXF=Su@_q;P31}ZYLt?;Z%YwBPsRsx|X-US-!&0 z@xtG1;G7?!dB|(q+Cmiy+Pv=NJEX}IVdS;p1E$ACnM%Mr<=|$y&+eb2ZaqmqGaB@; zm}dR*Fy@A*viM*SLdHC@>$9m74h_enM1!+fi((NG`=*z$85VqkSKov#&<=eS3_};P z{#o^G6jDnoE@n!aB8P>&r|8*W1LC5aIHxWIAxrj4JY>=wkZpi4^EYh<_{=Lx;KC+- zc7Kko{m^rXXwKAV`Q~!Z2{=*ORt|>5RRPq#o5Z&HPU3yO+i_L6C`X16PR_!II6}nu z`<)4nq%v$RTrf&q%vzynRc+_?>5H*B;3s4aUXVUSbOFHhs@A!^7`s{8CJi$-=H}$G z(d|E|fT3hQNA}Gj>|~eY?b5#VgmnY1K{=~=s{owtV;98fQ_-|qc?JL+xKPUvzxxY5)TS3A zh`-Y(jNf7+`pWYkkF*re2WEI>F(g!t^96)6AA(Y{qDoN1@E@)JA3O+OAVxt(l*m*2 z&KHaLO$kN;a*Mv`JRNUGr`ll3{sWR!r-$HOQf%LXe##5O2w57=t);Jl~-*MKDXfY@Kt5U{ub$%(+r zw1Xa-n4N+Q@zJ5g3xiWoJOyyH$X}xRh{CA!fdhK}_J@5EyYn`DM_O#o!W_1F&u5S*@Fm2H4aKFdy+k&h{K zUIT~s-r09@?xPT$E6O^F=7O2Q^~5aoTibTB`x$eNJNR6$7iBuh?DX?~nUskH-G+}o z=emkYwvPw&}0e~NFF2wMYc zK*v78q1g-6tBm6@#N}Kj(|acs_$v1x4<@mDgD)clpQfwBJMkC%1I#48eD~++mOwEc zh>@Mjd{a=`^>i0>+m#Yjg|O4368}f5!l9R@j}5mQyy7D25=Rc%ZfigMouA|@8gK$^ zq9So3`gwDUqkqq-WnvG4daYzDVyXmxM=mzYlS##QrkqFNhhmr^S$CdSIw|x5DdZNE zkVB8dE(F8;uIL6M+YfA>fV{(;mLnzLU5h~5usjMPJ1u?rn`#2O@Pnc}$3kF9yj0-W z$?_4BHqv|g`EAU(Gsd1USKPASUV9cKH9fsne?a6nK4=?M48p*LCrzcl=L1)&-FaUO zM_98eOYSk-Po3Cu^g12(rHp$RzL?42%8(#fGBuv*bG9E`iXuMfB{L`hA}Az1PxhPh zBa-c}1nj|aiIic!rk(lS=|;AIhSlLS1=P-^7-U^7ISmlfF<~$n0sf&UlP*}Kt@)Lc z=KemuJ&=w1G^=&i0p=2lA~?bEB5wY&1dl-QQbh)F{d*PAo2z7Eg$fn7aF*_v6K!9$ zp-J>kV0k%n_No@VH=eOIw4wPXRNm*lA){mNQkKQ5iO1h4G=+{JWlFXLQ-eR`_|8wX z4uh?7;6olxz1wzBOm6L648DQ-8pf(=*1ENI!E)l2u>N^aH2eK@xUGj#eOL&}wO7Kd z&J6Z0JL|e{sTp_R0UQftS3ebZOEyF?VHEdJeLSJaUd@HT9=*;cvg>t;0(()|VgQjf zt=)6y(Hq4{>TSZPkXK$5dY`KooV!6@U^kt1^!0d26QaU9ckZN~4~R(0m;K9roZBVl zH{h)+QRm+-{{A3*OJ5S))Gy0U<8Mx1Al)BoB5n#)GaK9Spv+b!$qS)u2)$F#%H`&X1Ka<=QlZDNvf9JfbfB{G?qu=ewMbxcpRx~zNVKp!B zhp_{lmqak-cq~^VUfC7fty2>j4zEEQ>M3yTA(vsz=jL<*hI9_53@zmO@AsFWh}dne z+YTJU0L+(a5GCLQHj_A-Wl>m@W3)F1S_k@qH0sA{hLBrf<@7{Y(NCCMpiw(rvRfTx zdWT&rMGo9PT#m-ahnOpvnRxPh<4Hx4k(cSd@L50HWhdqaYL^-Bh;D8(n-M+U1CYT> zlslHfa(PVy`$*qX%qm1RRU(Dnsz(AHUr5WQL|xuF{bt>V?GG1aYNV!(jI6|r@`9Ga zM!)97l4L@zx~w_9JxM-$>^L+IXsXw++)%czqRiqS$2PVNmKNXdyaBw4x6nhtw$LfZ zIq{f?D`aTzNK~@8BVk@Q(YAK3G2|+loTmTkOuws$R%_xf--AyO{h6oE`?O}>2c`1R z7Jvp-yWQ5?lKMFBzmrJZf#35jel*!}Hf5Y_HI3hN_Jd){vh~u(SM3G_joIFwh2JJ1 z*I9ukc^A+e%t-J%jwlO^$MKP$;Z7`Y+F;tVmw}FY(yCyLrwgAZKl zdJxQVY~47*NW?^8FIp8PNMc!-x*2YOP&;dz#U})U0TPG3E7ry(*qBi`fM4TxdAl`> zT9kwEba`Aovf(_9(NS*7`i@U0X<~ZES#N$`;T|xQZaL0wc*)ro!y8#DJaaC#IMamC z<|Y|8`Yk%x!hAhvWshb+F4}OZxUXSVSdlu@WXK6f$tw1P?LGZJW4ZpgfGC} z{P5t%tbp@;WAwpN2wl_5h0XtB7ymz%i5JA+*=;)@d^!eA51Qt=*`<6d{&SN?BXi^8 zC?CD1>2A33Y!c8UFrbhd^gD>RFoW)+V4Bnf66Mf{DTot=jBY>8a(`7!gRs|T^Egh^ zy3-H$V9(-#3|di#4#`StRG$QyN4bOh&ZI?A3JDIHJe*(r2+PR3*f?^b+7uq!M!tL@ zfBQ>btndD8-xz^8LL)_@^f5lR;|C%*ngHM!Wz|Q`fye>DuJAnqJr(!?d&aBVN2f+U zfJR{=aOHW;&v4G>&BA>tk)2~JUyugPeS}40bmv5m1%ItkPeaw`KFu{i&dh5nmO?b~ z-c$=!^S3GJFoCvlr?Z4YC|J#40Kvq6%Ss4xopvu%jzFX%@9Yb41O#-wvoyN7W3% z;0x&uyP9(sD%~W>D}on;;Tlbs*8y_Jj+1UTAf}-%7>CB#8bBuTvK?W3vB=f0dzsor zvL2xc@o-+(>21=U=52`n<0IH(<9U?4Eopivo6=3zUk|{R8Yq#>8dQqcr~XXt6m=Na zr#7Ih_8~sG0qFpBdjO%z&?a(PBct*F#*g>g(>9s7eeT$vff>05!+rj)x-?c^C)tym zZy27%%=o$2pUD!6GEjuZt&Zi8pWx% zQRtHDUo8dW1M}7GGyOT8I=dMsF3HnkAzkcm6JW;8P^c^EzvtcM=;Iq2_*%~V{B@Y> z&0n^%;!rYxB&osX7?>z$huSJZ$8iq@{be#|!4ET#G~lTG`K8tMsxdh6Ne}AQku;Fo z!^!4c{d85EVCa;nopTc=X*1F~H}{3^g%&k*I6?VPqa=>wdWpD}EU=xAuA8|N9$Yuq z$34Vl6A3G3o- z_npaL2FE4aL7k*VZajPk)1qid5BFKR%7hPZ|v$*Gda`G+j?(DB(GdT!4TD zT!xrE3rTIW?AU1#$+2NF_Jfp;zvb;Wj8&}jgU*k*6N1Mh$|u#MTL9bH<^)I7P$TXg zb2j>-`ceoX*fw!oN!W9$Um}@kU^3)xQEUw#ISdIBe)*U80Rb8*{uwIfsR5`?ncNX% zG&>yX1j34|p)=ODaeuH~@Ww81wGvER6W85MS26*Mpq1@|(}+)D_?V|%jC`I3yP{WDLrvC-^wZVux$t$!nwz$?Vqi?O@P8dD(uscZ}e+XP>5z84tqnN`l`Y;D|9HZgfyZ&xR;Nei@@^?;FTfl>D6J%q>Syg`vmA)dK{aKzp9 ztnj{aIi>I}c$M6a;E`E|CEYD#(MJ&^=dqK699C3#<-o?|cMXNlX0SjQmjh(5D>EP5 z=$htnVup<01d9G{jPlFej~@YBWV6WJXRcxBq71Ro*rH6!u%@bg)jv+Xm+^RrO?|(p z>BQ-Dxnb;8Sf1joX{(57LRRY|ljqoHS4aJ1k@wr|SGi1=_<;vTnF(ywj)AG2n98u< z*$yZm4EqPPLMj`0!UWUu*rvyecfo4IvZuU+axd-tfti0NKzHXc6B;2uI+LDbQ+Z=> zFL>(Y8bJeV?{`T1mpzgsXkh)-+Tbe~p8I!CL7>?XxDD=!C#ev)IYG^fD9a6ZV@J4H z?Vt*O2mOpqjt4xd$xGbYh}E+HbUE>UIfdbo^L3E9bXy<^W3E7HJ7y!TT;+z)5rOc%1W?bZQve^d2*5Tg(_^4H+75T^IQZtN zj+tsRAh04BD3&Pnb?6QfvBF6;)@70V3cde91jbEI4Dvls;Q!V0F@5kb!2r&(MpBe} z!*ieSJvsz@N$5zX1(FX!&6~QP<30nt&b5n;c|Ikj3)$DpAN{ z<4L@hz95^ouAff`s_+!}5$z~`I>#k+s;2#z>ZQL%^f9=?eRQ!0Rw2M4AKD!QFe zj;g1T1hxSI@n&IaVy9UP>!IPzxB9zxgeLBiJ0}?}3eAW>#g*{)c;3H6mHQA^ zx3@)~1td0yK4L2kbK)GD;BF`9TS7rwY%A}36as48ED6|KQTd@x)YF7!!Flp<<7)bK ztlrLTGg@EHbZ-GZNCZiDH&&IgyAb>KfP!CyHt!OO9b_R3m%DU?fI1s~PEyAe@0qoU z3clW2mIYSCluaJ}A$;sF8oP0$1MgZU@HNC}hq@3Lm5A?dptxXp@(SQJz3HC5n2fdU zKIm#-S2;Onw{>5JR;=pEHX{Ghh+|k{}eSapy6-x)73kMJf7{J~DhZns~x!Q$5_2;s|gU)dS(`+)a@^$0wthDI`T zPn2cT^Jfd1ZZ4?!e$|o@MPAd`Ci;1QtP?hC#6Ag_O>b4GDu%R}tJ9H{kC!ip`dQnS{-g z$jC@dNy!}Y4}uurjCXK`JWu5kB|ttk6&L9USfXShM(N05Yas+C(z?c6LATr=TmWqA z)Xh*9DsmRiSL#Bl&+Rx;9!TLFT-iw7llwU}$&BRFmB8(JzY}9u-U?~-OSrU_!_U`c z_VeSG@M}>`-Kw53fcwi*#rlV(N`D2`qTvTr*DE5=C{WBq}0319(5smra>Tdgipl@*p` z;9nrPO&t<*xMl46u=202VCX#ro;+uU7<*Attd2#dwsfhYXwHU&{fkaUA4FDm=C?|Z+J2YQY`{7}P@}f3zGq?b=YW&qm@Mv3cb zj7scWqQ5&)Koo~JEufi%wmfO497t^*lpy18`37zBp-fsV$BV%^L zRG``ppRB#_;n~8ZAnDu09N=R|l8jmFy?ywLB9K^L(4io*8BBNT2Br`4ULt({XfKU7 z9W5`A>skD=_<_vdEe}Byk{@t>xco#O!0`yC6DH=HJ_x|hO>}{?dGYY^9sE&WtzBrD z!n<88(v<#+hmd?95<|4dJ}YU(hKKznqUBUA_gH45jQ-()2x1%af2NM` z1xRs2XrnRlDDWj`=@m-E|Ih#P|23Xy-3H<9vD0A;4;BH#f5R48tRlq5miRX>03a|6 zd{43p^^D{TNjx?{glZY42(R8g|c-s z;5FI-OU$T7$^G9WI#DEnj;-zCa%bX;M<<}~dYk)VUI>X~xhEM7%59)#Ic1H{-Z#)CHm3Nw&PWX(>AZuD@Rwrj6} z8YcCbX^+zx-Z<5t7eiI#7vy>nVI=MWqJn-e$U0k~mP?9p5pjMZYFjMrUb11)bq!wE z#kMe_G0xgydBGV-ylXYHuIGW6H^TOFYhvYn@g->)38lN)XD{lTN0cktv%X?LmsNKdZ2?Vn9--eQ@#y;XSn zcvLNu7OPI}1FYo9XnM&=lIdWMXDjycQI&E=(34E2*B8;^xfPF}6!1$%JPi(N#iNW8 zH}y#uCM@~2=kbg8xzjG+sQ_C)Uw_KlZ2#%8D=V8x-^Uexlepxg#62hAjBfr4McA8M@X!Sjg942%I(ZgMdw=R5YXRkblS+ z4yy3T3iYC?xHnbMtI=({q#e6%pw7t#;{DWu*o?_ALXM{_ z;n;s3+q!6qo!iQ<3}TcKHT+(Llk!jZ1KU2y_aie`$i6%V@s)FL z0AAVn2yn1I*MY^z*U3*BW2!&<5dERNMvIe+A5&lQIT6kI`^?|ySkdwX&hvL-((miF zklpMf1)7M9`js9c@3SE3qobBMJoni;l(G3(HhRoqE##o2qNeA6pDg_G&r)!IX`av* zAR|cDF_!2sa(2>~Ysu9WL~*4`ww4F{esQonxy3b?h{lGa?2&lRv3v{eK0&X;cj^)Ul9 zs71ndMbDjy^G)2qi8c+a+}D5j!hr3=#fIzd%Vf(-5KlrDtewZ`nTym6^F7dwHe6~C zmzP%2xPxq}#Uwz-XHrvX(vz?NVp$Ew3N*Qx2-%r5023e>N*Kf^ORq@6OyG4YENYMA z$SqHgotL7QVitKj2f8tz%324m?zU`3O(z?fQ|pBm|5+;9z0>@oNTJU!Q>H=>3Opqh ze!%1hjOUIdomWQ(_EB$PIFsJiJQ2?xaa8uiawzl0H_< zY^!(+g{2dvFd)v2Lu;u9LYzap5XQx5)+MW&le6U5YfwE@sX-o@#Ae*}L zH~}gNI}Zk^<)>!u?8A*7ZnqgY3vcHDt5Dn}HUi@gx53pLK9fG;Kmt#og|j*WFvSVW;v_6UgLI1JyU9B3hCq zsqM!gk9YyjcPKfR0)`T~~UAPr7aucvOPDA=#6; zy>(vwFmw_g=Wu;8&$EnVW<6oGdL11Q6F^y{3MM1j@-!#dERC?t;ma-w3U^t|DkZD0 z%Ni2R?sNcU6);~1sy5-=0 zSS31E_~v?|{jOdE3Q{*e#)2(Px%FCK%Jm$%^Xsb1XQ$Z0TZg;qUD2j$FW+tf@U44h%B(C+qrhV40qQ>!|xI{@|3 z@A~}Z_%0IqJMcz0#q^0D05_&3#~BAzLAzG3lOpgK*T9g>be^;s9)Vtm4A+|`9z1!x zlYqRZFw*Krq+ex^+84x^s73dLc=<}b2@8Xgm=7#>>rJh}03MdN;Ep4Zz-+*IEv z=KMYvhoc~sX=CV}%c4>e`?+YIY8-Fr+)jolhhZ!|D7oh&ARM9RXBditG@Kd;X8v(` zYz_X(<;gXC!Z9^1?r~64C7c@`hg1QaeKfw(%SEe7%0pR$6M=B7Pw?yFm|{ct7Mz4v z{4PStn<(6KkCw^qYt+c(M~g^^jC}O!`t`i~isGjAWp*~J6Gm+%whMP7p;hUZ3~{(-$(F3B^(6LK!PCBm-A#7&(~J~IqO-xycA@%QuGh(nvo%X(Ah&vLY7bO;}if~=u)${cg~#YE}O}zqOGBLmWZLN zr?Ui0+Ru^&^Yqa9R3;xkO{Kuvwv!jS(#!l7AmLsYyTUi1%~z}&`es**pk?&zG2^W0 zVw+*QOVG0G3*F(E*Gf8ZH~vUMfs7^$#e? z7akdtskwu(Vz+MYx^T~pmK`~~ySDE-E}ZxaM%#%0+RkGNw^5#`7Dr9>dd)Vp8)xjI zR(64=Z2TtDO)K}d_J0s`-S!r5g5!^*3!b!@j2<=5QJ*x*+@4?hHHFmRA4RJ2Ys!2? zat?dM)+WKM>j6mU_E{3)#uZXadS<+N z@mqS49ogw(9V}BJ1Z?z5@+-<$9-uH^8t$puK|EFSD4jzgt%j9Nb_lFYyAZ`RH*2KacEfKtz5A zV@V`7_R&AvU(ilC0s@3Hsc6v8FdhsjW{IB{w-5)8Q%G@}F49n6EX}$}LR9r@KRgG0 zSbmQMv}@cO#za<9HC=eD7Nz#2CwYx0`UIFWW!Hfw)Z>d0eX?EEcXZxykdT+4S*#wg3}KA758? z9HgP}fil+93P4LKTlR=|5(r%*({mE}#z8@(=b!K!oUX6Z1ra5swO~qHaT&{Oq04%T)tX#P8E0a;9B#{$RS1-ZktRi6cl;@AqwB zdwaW__26>;!|9XyrnLh*Woh>sBb(qO-LOEa(-iwXerNPnZj5@WfQ3>QfrF2W{CG^I zfG|{MPRMXh4i7);IU`DLa>J@(1AdD~b_wdE2m0+6bbne(h*6L)=qmP!qLc$#ax^~y zPG*K_L^;qUUEbQ72&XXf8DG)VxTxsqbE5*g&WFMiSmLTGq<8Aa0V%HO0D+h~kcCfx z^?5%=5z=qQE$|8=#O+wts@?tAY075f$xef{O*OD zEb~J=UD8LAkhY=a&1;<|z?~xsx}O_ir<#kOnm;C@6bRaJ!Y4EbA&#S__lguVxU)W* z(;q*52bx0hrSM{1$RO_(qrTcM(JDXdKX+@7425+Nm0}mC(2#Xf1J4u4`VOy z=o_M}eF)6>=8MGZw-T#1dXRWrEj^iMmm*s<+s4r_4rXgg4E0g^RDUQbPd$^1H%C&2 zZzkzI&CTE)1XR!Z;U8!ia?S=Vn96>cLPMBJ^9OLJHcGx>Q)R-h+_} zk6XxbF4Sl9Wj51a^3^LnYawyl6A$u>xTh$a9Uw8QWV}Q>9bPpdEeoCqZSX|6ew(9P z)f;jBQN6MktB`MWS;}C+FHn|>1B4%(23z+{WE$(hqTJUm7h*@AwNan*X% zB<4ERBJCUBT3fH`zDqh`l~5J}vcRRbu#narSaGzUZ|H&oyQDhQrIKQ(V~EA5x1+3d z{7EX2Zi@Jrm|^l!uAUp`gkkg-PDDP~3(L%bI8Lk*EF8)U|J$OhctZH?Qqya#o-L^~r-T z3H8@=x7Rwi_2lf=fQ7L^qcR+4b58##jc`o7#3=rly)f*d{y(Do^=p`LB0ao4o_ds- zxBdLP;Ik$9XmMhmX)rMlDbib0wPcpB0FgoF1N~Nne^Q zBy4~yabDdL%HAVPpy?X-graoG2fs_`OPGmKAJS~mng1T4`lc(8E0qz)ofCxh8@@Yc z7brjq<-ZYN`NnXn*hZ}_cdls%=D|3QqtekOwk;Q!V9o=6xMur-utq-^Bh!$UjAdHm zgI-~MCI#?INKG{RPJtX#P_8XS@epxX zcLS7*c1+8GBucBWx{W`$T;u|D;eAhu@T*HJ4jq)}Zq z8|BiM@$bT@v!A@FGP_KD%$FGou!FP9u;7qtd5RWulpMPh_qZ)HElmvZP=bZCM7ucw zzyzyr&jgjIrvY$Qf?L!N@sB-PMA5Q$>yFm?t9Cin0<>d<55#0pshanUu>%qxH;D)k%rrD50iW9tJ; zd|pI{&)zpDgbVL$XqYo-J`&S3215*ziqzg!M*B|YaSiDtn_dfI71)Nm>1_h>$M!yP zg5knBN<(XaiyXJwrZ!2Vd|>-TE%N#V`j$mlzuZLztA8R;^Q1?8b3H-0;vM|^%Oct#CFH%|^^rN26Q)$}LWGKagp_(L5y7v>-?W(wRax05;b< zN01(}C_neowW1LhW-RBS zw_)}&{8Z7KsL=KA{Uksy_dnw~>BrDqc$_+A>=r-+6Hd{yW6@AX3d9K{;dQiJKJc>@ zF1>nA;t|Du3uc?jcPIsrEGNNM4?@ZD(Xn?4mWXLw{L2l>o*@ebs9~Y-%Na2i zO)pute6G3T%+N8{r`-7_ z{g|EuD{;+5GOsFoSVQJkcp<_iva5@8>#QE=XV?qNg!|8{M_CK88uzc}Cn6sXahX`w z;7cTk)$7E%p2XIwoWojM(*Ts#-|&X;xcKQg`Idy~=l=dnlRDMl}gezbwe*k6iFQ<}dJh z>Wb%jrax&*TBT`4sbsCDq4;cPr4XB?CkKb!OyQo#t75cfhg5zS;7^xwd@RI3bS5xD ziR?_3AAkj)HA4HJ21eIM!)WRuO99YLdx|lTLFC(Mg;D z@>6pA1~?~3scSrDeE2dS=&r&hb;&|no&5Aj#3uhnHpH8^1e=nIV8hj{C}s87qsbJhDr2vVJ)$k>t2ocd*su6#dH z1iwa3Z({(I;2im_-MM2Dm1w&UG(M7(DNh-2~)gb>$& z#(s{g0JLXtW{;Ke7&_%lOF-KUC*m-FRo>eL_8}v>buc1lq3y{Ei;WlsHZ;ZlX79T)uD3FIyuU1C%A0D+OAOk@Gb|5Y zo&%XN2e%<8I%dUIL@pl#6{fX9kf+#>R|W+QenxdeJ*DC?ESSC|e<^xPW~mnYP>yVh zu$_Yp%P;!c4gqML-D4h}2ufe=bpg2sru@^^6R=CoQm70nTgseOaK__Iu&@O()Ql3Vse_yCrJkYp%#lK3bF`5 zCz+H)4Cr{EI0>Ru2{`OPrlO*=zMlcaJ}=*k5J9&C@+|f8l(jB!3~!vwIO*J?G`wM< zFxXhmaiYBq&Wd!$vQxOwc%(4K}`WW=Ed%y*b@d*^q}bZ zhCa8R2H004J0HsN))-TJ6g^W{E4FhS_fjZZCW6^#e>*t#ZC%u{Yf$`m0xhr|bhnSJ zM{5MkxLp8fFfXKDSXARm_ z2nMC2IlDuaboAEf{pVn>L3@|A8>W@hRG10w=n+7gVZG;qEShM#$jP+ir42CCsRHudvFS?YY9T&WE{wJRW( zl4Q7#!H|I;M;Tm!O{7Ix0(udM*LNbQ*4EHKK4A9rF(qZ-K=Lg3b=5O-+@o^${BU0G zQ$F`Ygo2s{?yV_w?Js~B!#xPxuc>B{ftPXZ*xo;cy*&`!4c zYi|L@Bi7b$F>c5>xsEUY5lZ+0c&-AGQlx9%2Q_n^moEK}0iWT+l8Ga#_0FSk9SQK% zxX6FAz-m(Bv|AJfzTF8*btow}KpX6AQxtT;>#(`J=Q}zN+U@5kKTXXl-GMtmgDIK- zOum{%gW!buS242TcC~Hib)=J2YK7kyjPE1E&-}=Y0pr(yDc&&1>MW7M8d_plvT5Yx zGKJrW;i}r*yP>|2$_u!BmTIx}6QEH1Zx6OIwA*M%r_M}6b?B(_Eu9PEyHs0$<*(hL z(CAO)zitQ*XRP+JD@Y2gGyhc)v!+>}n!NUQbLDQxsJ{EB_v=kDVPt}{;62s8;oDa< z1f}}g1(v24+MmOR5&x8zjvv&Ar!r=LdO8N8p!4O)27dak%hBq2us$_k!hAF4Ihc13 z`SzRdqG`yeEde*AFWwyyoiDoxI4#v)srdSu7wdThsTxJk#c4lH+bLSX_C{DpOB~<| z3Aqm}9Ja+=D+SG5-jXYQU&4&0mrHcnqzFGKHcG%V!H+Yelta|brY>%|%3q>u&(AGo zl&@ys5{x!C4C-Z+_|-6S$^fsW3I%0N!#YgF}W-dZ)mpp_0w+{dnf$!g8FDZZQE%{ zn5ulARSm^%bk~l%~$;jlT!-SOH_4v5bs-UF%zQ=kRc{@cGo@3^Ag&2acQ-1qbR$F9+Lc`aJ|1 z>5M|(+-T>j4ptn~ce}g@<#gO0U-yW1!^;%fMZV%!*l74R8Rs~mbev;lQgiNdy z)^4u-6Vr7Ow-k@lepzzQA>u%|VkHKOAvXF%CD0< zrb-MX0;^$LKflI9)4?@QDm(HW&90%;K&6$391R`UWp3DGn3+;7Zy+UtnAim6&QSHs zHtl6Qxe#Q{@Buey(-tIv`B*LCa+%a4*%h?P;@Xx{6jvp!Sv%E8w;+m{vRgQ>r2sYG^sHNDHrtRxPTM@&C0 z!@KbQuu%85N2YycSMzC7Qh=`_8_mqmq;9o-s-SxDLn4fG8V%L z+01-TN2J*$JpiRTnuuBVJ%(nR%d^SnY%KIvau#MqNG;KNFcYINWWQ)fy|bwtQQw%T z6F&CBnsK_Hn>wVYGt#?KKXOuaz+e!qj_0B^ytul{+u2}WXfake_^dG86$@?1wDqHL zFY+Bhut#q%s?Zp`j6Z%;oZ27XwzgQN`s-i<&oBRD7{l6~NJ2sNZk#U_=^S8}<|1wG z{iinG9Vb==Q#5@N5istlxZbS~$o}L54dyOje009E)Z~WQya2i@_^F|{1ap2av(Ham zAE)omv|HvQ${0qZK!ANb(34bQ2O5%7ZDxsZ(jDy>t_k zK)~JE*9V_bV;NGl-#44Y^p2w(0NZo2`@aAY&grW0=E8#P{>-F^3jca^^PQig7U9_NhIYyTUP|3d*BrH}g=&f?2~`1-Y^Ep~xY_AT^MHSHxy-up(b_wWf} z{_KX3ERXecwJdIV>_97FT4I32GbA(jRiBbY;di7@#lIl@sr7wP25zt?gF(TG~0A)C$=3z-I5_*=1^DZo7@Y2nxg>sQCOYkgrS zu^Q?IVH{mus+(sT*=Y`=>ejs+WAD;DFLEyd0s8esHI#S6oP9XC#dnLYje%#YP-tGzCe+z^XDg-ylZnf5u_{zsmk}X9%;N zeXbaS4STmYJ40gMK~V^1Fm$Y_31AYj3t8|yt6is*F&|t3a)x;^4tC0i=tGW(s^egA zR#U>16s&dJnM@Cd7Fx;tZk29;KllHz_m*K*uIu{uRG9)QB`P3|w3M_k010U%L|PD( zZV(u>2uOp1lpuv66%*IIk8?Vf9Yecvx0;{XN6c%J9J@9VtI z^LLefZzocD?g?2lq9S0;?ezkq<%mw(x4r}>CzVWl46T8qumtQT{YF;Jc0;jJzF=ib z5#Kc$CGx|gTuuPPJ1X#7K`_fw*;J_DFu3T?j}?Kzqik_4X1iE6J4r{hAh!y7+~Q+N zV17wiCV9F9UX~t8&BykJ)Qw|NdFJ~Z4B8+YIYF=o;X8X*ER0$|>LzwQv#K81 zFLi8o+H|<%e&}R18XUlrUcstf!{vLV0p+Q$ z$o=?mZy8)ha*I+cqva#H&1?(E;>2gxomPXAz4Y&Hmj7-k-HrM>NphQj!0YM7TbsT` z#kArQ{oucXc<7F^XcyGj5xJLzE&pz$<7l)FF`D#*_|k?*+2t#Z_zn90q}JdO3s(^5 zCOIc8XQ%^(pxn|&#`0lDH5HjZJ$Y1ShOs%Fh1xEfGJ*tV@j&SrO*gta@t}7~>(xE; zbZ}aqd?|&jl3NitsqQ$zPN7~91a7#GuT4`|&$AVOWvw_|SI)9qc2b^I%g48oVUMM(gDk+bqS1E0luDdf@8L02ctW~fMokY;jyc~0}Vxn+3RML z=dNeqW7`v)o%{h*q(kGRS(?H3*_^-JB>wy)y=Jkcp>J|+h7tdij~AGNKE{D>v-;p3 z*f(_!wwKDstyae?v%taeyP4&l!d_3d$K`;t*gHY$RTW1|)}c1FzDVXgb7%mgK5m8K>1VYw5nqJ~DsbG0lve zxyaehh3v9WHmT2VG(P=&bRBWy#_rp3DLMCj&@q zc$R&)2O&{cC;DX(UDvwFT#kNq*#n}rMgl1^|T>i8I zS*zJvZ=b`Z?hg@&u$bhw75?O>L9XZCl()Bw{#(bt1gW@{0v}Gs%LmtQdi?atF`zoB ze7@do1yh__*N3}-*2VFA=FC!b&hwZDip;}`uEjNkPH^v-p`B+Fov+dM6g z5r~}Y#1DC)PDrM4A4JS^(P-(6?HYHwDHb_F{ii#!S-(rX_P+snX7QEZ*TJG-QG*e7 z$NI}&DmbVX4huGtD38*V6KH6sd+yZG`;^hL7+r04(Rn2>&%~ZUTI#g2{5#73-5RGX zmU2y&9Lpyk#KkxQhVq^?In(97a+fVTkiBBry%$C;z|#2mCE-n=8WkY<;>a-$%~+a_3d% z@yl?V_#I7Ao~*XH6`Cpvox>#f{&4tOsl&qT*iCn_*pm!EfLk4H_3h}2VVfQTi_E1h zIJ<0J)&M*H4eU>QsMR4*zD6MII&-@U+F4GJ?cG|@55PR(yYavK+WxT?m0?Nq#}G9N zuo(l3#U4~GEpMe_`3$T44oO`N-bW4id~imS6e8odc{>C$U((|mBdi_7-_}=Pt}gNc zxjJerWWmggpPo8h%Y((NNsW}HPup6k2u=`EreG*_*7xyFL}Oa{7_ilk2j_&yY^qd= z`grwP*LY)L;@zCaU$JediR!N1qo?K6zYwiyM4~5T3W84_(T&<6?*~r<9$yf>&yyK$ z8n?p@E%yS;%(c0kZqSolRjB)H`MQ zPztf0LA8{ZCeEb3J!CDyo-jk<)<_p!jJQ<{u`{n9Boh#+b|=z^yw7}C)@2i7x58yU z_N9D^q!RNIz~zI9Muvp7tsvWoljS5)hPA^OW==^!wsJc19A@ShmF87q2qk>HwtoM+s&O_+$jkFX4eAu%!|)ak4L6kFNsohV^Zj>Oxi z&(orwjkmJMjGG(;=5kx#?4_vT!y@32;6twm205`<7yk^Rf%}x7oquJ*(G3W#TDq$xV@#4FL$u8DMsF?`4Z2I$7+Y-=4X^4{PPuNA| z)+~H@9G_x2hp6!ZXGz*NLpIKkV*G|h@IzdiZg>ic~no?o_zj>U7c5 zNUV|)F-<63xANC-$)nxD#+X#lq}ww5q1PXkv6Gh*%)Kz|c>{HOGLgr+SwI+)Nnfsz z^f~WTn9SIcFXngMQO;X!IRr=b?p!r%%5&QEzmUi(JHfB0Tp>Cki-gJcf-B^k8 z@9%I>y0siHZ#T~96hS}H zUa8Q{i)m3IPG#w95@Kt1 zP_-hha?`O!-;salf53bL6%xyj-}WB;Ax~-Sr90?9QJ3Bi3h}od?IW1QLk=GnFn5>h z8C&pOzB=;LMK<8@Xa$kz78)#gCg^LH}HeI8c4O-Bq7wZJeYH z1?Z@t3c^PpTzxOANjqrVrNm8U{vOw2lU!!kod0|&9y5zTIGm%Ji)+VdR2ez^^H~mZ z5A{4~tjBO0)~_oiS|LHxPTzk#%lFPDFJr1UwC}HRUd=?2sDToj3Aw*LR^GE4jpTu6 zWk^Ll%HC+)X7nxM;i4C3RV7WRtAeiU4pxs8@rYJG&<`o^-DO>qR27X>16HMH2?9Ao z()9rt(ekU;gvb4;)}c3K1Er>T(iQnv+>H(ky{(GqdWKREU?{PlBS;QDfnE$xG~Xi{ z@=EdVUf)64*j&=*6tbFi_S@teMPK_O7`=q5(;RescG?F-818w@sv@PsUPf_JnHT{F zv+l0sHG-w!%tu0OYVuZb=<{$ccKNu@ycOku*t`1Z^lvC|OJ9S7w+K#on$}eAX!g?X zJND~KdUQK^`4(7CfhOc!9S(z>O^t6H+>C^>;&}^tQ0R}<*U6uyu`Fj2iUQ!meRk|a zl`G9tF~Lyd%z(2@m=hEfyHz{aJJSu(o7~OKf?Nr5a+=}wl{f8YUp6HOkh6Oq?Qd<= zZ-M#V(?t0rzVJH@s7{WoFucJSCxND-sNn^lzr+O9iVS?Atc+oN4gWmit_ot8KKZXD z{XgeW|9pK52MPiW@&4QCW{{x>c;%yH2nE24x3%-d4KV#~HU&hG-x?Hl>x ze=fks)rHQha6Xv>*AGFMW0OOI)4O(>3%pm1tzu4+*sNtwcStd0(3ICOSg1EzG+@4t z*MnjE38XFC)#%!-EL9@veRe?K3h8<+ps!RlD-VmEMXEz!{b=M+H9g~#xsa`Hn}?0= ztbRDTH#wA_@}WJ4{&=GJ=jFRNf2rfQXZTyQan@EU!Q)(om7Y~fgXl7rzFZ1*t3A^V z0;~1zyNU{~8n^dY7ukJjeevoeG{HBuaP;|IUGM6+?16gY5sM`s>`NCsv1rmDbWOE1 zVK|rl$gS5!Cwk-qJ?E9Zo8&HPGY`+9TER(oQFo4`kRb8e#S66yGVeB!=b65$5|}%J z7r(7}-O|}LahEA|15vDtBHY}gCK_!u{V*uC1;rZ9@B_7a3UgGP^^vWL=7dn)wx5{N z!P{ql!5a1Fwd)SNwHFwsRUp099sKpDOX{|N!R&=FRxHeFe1ELW$ty0GgI1c&51`E$ zf}xwANM`NLN?uo7@}(_~uMI}D848omJH;!fQ`A@##89MkLT7G#>ntQp zq?({7s7B60uc3%L_QPba`EX^nAbz`O7KPT~@>VE`+A6kd&h~Sg?YX#ePv+TNE^V_* z#U18!f78fq_8+5>FQXod$W>3l{uYGV8axtcU27WR_IfA$UfkL)5i3*G8huQ|eBO6Q zW~Zrr%H%^XvjTGBx<(x*)XdD9$5^iz!%;~cD3Ku}BIm4fp^cKJl9p@Y0n-gPw1|wr zs87=3`2{&H-SDP+uYM&A|M@|yMu6VdldQd(EBN?3e!(iJDj~gcnHs>aLTpWL1%;ro z6jKPf?3xigLm<5cR$@I1;uiw=I6c5&;s`Cj-0X;eH6?y&8j5TLOo9G11S#kR3YYJR zjBb<%5oNDlB+%-}%3iY`#=rRr;Svkcryzc&(~N z(8au@cd;!QTx)lvRfCNwb?3y|?EM#7k(icW{VktP_VUeey7$ndg?6>v$X8ywC-;jU z^DTe+hQfWu*g`nM*~~&n$30i*=%tWz)1l@Jw@LhVZzaN)fel0U|m%>0gp<`l; zsEstCLS@bik2EKFL*}#lgGv|sE4|T1W!&mn+rM&u{A2kUh0?Mm&V)P?k()|*dNrzx z_}L`QKax(=u!>`eADlH6>|A=uX-z zx8=?Yy?phyIGz_-z;pAaMU}W7H9S}K>l}kyv*NHV6|wjXSitsf zk7Pw3$EKyZA8aqfTws;}!nPFRr>Plmbe!6NmQ?y)F&p-~$i;E@>Y7Y2IhM)VDTD-Csat1X^V_}?Z*MLbfIF<_5abfm zm!UgG%Y3$6pWa|&O&xSu7?ZP`&MWEuCH1EPaqc-QWpr^GwZ58((WqOM-2l^2bWenm zzhul{v5g5xcC6{~`LXz>n@dA|l-sa1mm*^^7im^?oj{L}*o!Sg=0hbdz02lk9C^w2 z8lebTmdr#6w;_=6+g6(&v`+I?DNm8$P?JZj_T<2tow6kH{43r86rA71#k!2^&?OVG z&4%_6A`m2GgIOFz%jy;T_e%VFQF_FZ`ydBiFFnqvkGwBR{wSWyICRKuqt#uGprl4T zz#2LL0p$%Y6}acm3mH-SWEQ3%P3(K6A}_1wD>by57L`Fj79Y_0hfx&y!qVZ}2|{ zFoISlY}K8n+`)Stll-xg_Y#U1(XLj0gygQqBm1c8gxK2C{sQy9G$t&(AR00Wx5gFt zaDxYl^hDF1_>Klup%5c;Dd=i$7w0aD=W{}TvqCq-bJTt3KILg!&}cqNuCZm?MyU(F zSA4VV>;1U5M%3BS4Ll245vP+Hq@&`8VhBqI!C5nQ=8INX*$qT*-K<-Nj_># zfm0^$IcqupwPG6^XgkWV&@3DYu&`X3Qj^PhS?~q5PtRda#|;5=L>`eQ!SJ|zP~8>n;QwQbfNRvODh|jfDmYi3YN_n zpxa6TWG*+Ifr{OUQfaGB-UR+}&bln2EE?{P`yj!}jy4lmoHu$f`gayUoFzcLmO%mk zq)?#)xw{dkFB{|)6oD5=AIW}t;ZT;GCZ_r8==I-(KPn=)QqcGjK2PmN6VZ=O6_wzG zpxh_!#;CKxH@MotdfPIf~9Xx8e-POcsv1n4bix`xKvNx8HiSN^{7n9}Olkky1DZ@?MNb!W~~$&?VJKP_rg$ z;s_Uy53R;seO{j@B*!nFNJ1Tse)fo0C9kIg?>x_a<~(Pa7W4QN(>dsUn^RuAnphii zf(tl_qi+qOMyBNYS>+!tEyQVNJF&S&Jz)>(!8PI)j{vA=$P zr&7D^p4L5uuzGRwclu%h8}W1!2$^{BEe@*L`At>z7|^NJEASG@^zE?igBucdVu3Dx z;Ev9!J-DAx=c>v01s;CBBR}kJ0;2VfLRsJTi35X#BWdkk(DjeF1``z4rkq9IWyYVW z3cl732a)&gyfJH8hP+^S)^06p5zysSPdoG1ZiH)4zj8e_XZ1r4P0LOd2d}l^MLFMV zP`g_dUAjaF(?5m!eQCEUo;d3SfSLV(?})#ffPzRg68n8sS!CAK2t)iT!X9a)S);Ls z&|T!P-ZVMZd3?NeZ^M4$!E*44IaU5n^m4HZT&?6{ig|)7WnF6NxyfG$@9|{Xw?_vRfl!bH_7GdfeT8eF?6lDjU}Z2 zTWF)brm0}-)Kv;rP%dY4%RuG_;=~Y@5{E_C{n3X+?B67Kd+n zkVjSSj(|{DHogP(mhEB7s@DE=gyLW-5yrK1cQ_>`4_ojp{Z3oUDc;qiILdP=upl`- zMCPV%P-|}e#c#@Z`}^}Fivp`Ctlyo-CWJ6gQTILbox&}TqPcVd=MS$C7rFAyr=kgK zvlDDB+CKzz?^iov`UIz3u+^3m36m{gl@pkpLT08;C&J$7`cgeZM|luyg_IBJMrJE*DpRDV2R&l zz`?uizxgUxsb&i*xtsJIahzhruSoE;!>tx<9UU*o5t36qK37iW>)e^;7qRUel4m!B zJ*Pw)v_m6EgnmK8@{n;|c8KrcRS~vL#~R_P>qW_tW(*T#h^H&Au9)?Y@?|RuFD#Pb z_2Y1nHb?gxU%&u1aTbq)%z=UJR+CFb=($6q8EC~i!Dh9p+n%uuaT|(rW>uTXTPp9? zxVP?gR-l%RWsYPcddb?j4GU(=QurM}TNEwQ-WTqFd*fuJ7*L7BaMuwEQI<$nEj$8` zPzdVGHOXrdC0lWa{%1?t>?m0sDget>lFx0J(m143e!D+R$_N$zs`kLo>2|_|n~&F; zMUlOf?s9YDd;RP0!wsX>RAk%*)c#VZwDY3IBq>2dk=dtwDQ3@f+9zL)0R*rb@c|(c zL=3h%ygWp!ifordcV3Zc5ov1q`eI$I%idz<4=mj(EHXZoR;iY z-k^BaPH633kOL`4mu&CgXvms>GP|cH@U1gHqTQF&GXI4Lp3e{ZMTSw9bVHagawM_> z2K9P#Bc6pkmrgc<0$U3F5`>IqNSW~Snb`;iC;emp*&N++7ia6}j4Az>?R62 zz4TJL=#>bZjot%#Rn%zVTA9htm|1VUVVP>45c6M~2}Si*srD)+4i?q($>_ROi@tcL zQW)cOL*a$;X#0WA%l<%h{EIO$RF-@Mln>C~K12epAH-35sa<`Eu=qK%*LikzBuh+& zrh`CA(W%c?>qX8N%-=i-ZhLb-=ZGV&8s~-;gWI9oepD$x7Y^f6_f5g*lghHQkhUtI z@j>lm6U98+m>qraw&P%TDvZ2>`0Q38z>a_X6%R(mHX?zT9KG z1!g+g|5hrmp%B|$LkAoD#1Ct@0xp{-NCR2gVyME?bEV@2n>;W` zaa~kA6}mUlisvjqqYJ&NK7H_@yMZ}lmF26e%@tSZ){a0x;Ps3W`L)0B4&Z&XOCoPV zQqhgI6hS!j=6>eA*9V4D(oLt1cej_J17q<#HN=3hAB@*-XVxwSe82njlfj#8lvW>D zar~s`!HTm}fq-KC{EBk1e|HDq+fZuM&5P|Dj8ZW-iFgcZu=FM|Dc#zQR=j;!qW&U< z+5c81G*vXNcUtCC)F?q;#sP^~)1T%tYH4_^qb-P)*dcPVr-=9zUp?z*J!f2}S$?%o z3cA1Z1$$;rXHO#<{e-N#wk40BQbUb}PW|u(MCHJ0)1p*{Yx?v_f|SBn(~0{qtw-*B z(c77HDQ@s!7t7;Nx0K8Or4<0qU7h$E?~s;Jda+E`-I>dOtlM5s3BGPnQP(2|8ephQ zJuSG?O7Q2B{uf@DWI`!vk!h@Ubn!3z?LT$vf4uO*I4wt?%=8~wKK|JR@-`9)=0qlF zILKj`-F^TKG$+_uHY(sb{iN1&B{u;E)KuCdL9=rM!aTBn_0#&Ze@&J1lEeR&&_%!# z^9&D{*q`r%iLZj+;6eVzs+HgHGh*2N1xZp+=Trl+YB_gMw_8~9_5Ml|(roF~u~*oE zX5ME{z~rrsSem)Qh(lY*y?=(Nd)F|8B6}>xHptjp)lx5fz>0UCjkOA(i?V^<^IO*+ zDbXtA=`A!$s(@VxX=_2?Potoz*9pEGCTo9=w{Q3>M}&D*tsOXR-< zT>QLBY3gwP?p=sAf4C$WUkH)g(tB!}wX6l*llnootmnHwEYGKBI|4|>+?M%gbx+#y zT!|muK<$SXCHaAj0)W;rOjnx*=gd6*+gRi|vf5r8ScY)s`a5ws_9{ChC}^Hp5M|wj zd^Tw^FeT*K5LEx9DSVNu;Gn4AS{f?)z~VcC0B4GkV-;>&5FoeEd2{KVYbqM}znk;} zEC0K;*Kc&0)U<;@iapZzS8pP~Ra4O$+%97xv~p#iOhtVi*t zI-Y{epP@gDrg!?$nNpdz4c!nYC<1L!eue{BtD(=_K{bp$rvd1gBU=y!80GjiOx$B?|&_1L^06?!YPUM_P%PU@PrRRVT!ZE{8Z7hqTwBUJ8XgnkQy z`cw+fJyson&wHKXO5oX>F&j_nU4*}C0erKWEt`=e#$_skIs1GIa$3E@=MI#dOC+DTlnRA}*CkKPBE zo!;$t()$5_xN z5c(O;_LOZ-!V)-(Y(f2gi>DbPJp(I4*4%P_VAldqVOg!)+t&*#le@R2re0?D9dpnr%-NrR zxbuUV2j>)NbfLVxg?V%Hm_GW^Ecu%q7vWJYXlIl^w*>L|@p_=<5!W|ASw~zAsp5eT zcNsh>5I5dR$|iKivpmEqg%}`(y*{>gUJpps>HLPGN3?c zvM?19=8msGZ#!A=V>$MVRD6ZlAkINV!i#R}}&8Ba#EfW8erN?OV zUo1U~ls_#!mngyy_7S#|_(Nq5!lM))?=xpF_|GTsStnc%BsyD0|7ry05f%=b$nej$ zBNiUY)OlFe9O&6D>>#bQZHl;ed~j)Q(^ulVjaOPDnYjsk{rX4yq}F8<)ty?`unCcw9In@hs8Dy^u#R%k0%X5buN)#t`9uWJ@Z%S+!#OJ;cUwIYB;Tivz5b*Ozm zBjOstNA9^qh>r>%GWz=HlYtCVFR8z=>O;6gEb(1skoXVS)VxerMOoGm`lM;(3j_j= z+j_(dt-JQ`w$S&;})6U^_TrtS#HMsgFBpXw(=r;MAvIT~Kvza40MTZJr z1O|npzTPtlmTgIqT0^_e=NfN{qXcY}(7( zHu%Jl)%S!o`IPSiyPtld+=*kvPK0aAzN3~pvY=nfFPYPt7f>NI2ip=dp$dIs*_0a` zo!ZnT{3}U2jSj>bbD7e&4j>&^Ekh5<9RFPOiH%geZ;nO7b80w}+JBI(8l$7YNgoG!niG>g@aXCiPf*dE=c0GPdaV&! zN%Ddr;yT>b@gfU+lcGM}h|WjU8q5FmGyj+m9(_xU!f}KnEWNI_>SaP$=VIjR@h_6@w?oY&Sja~YP8RWs%R@!kE9VKjWU4BW`76Sdi&M}f=o9a!pg&81 zTNU4!ree^$8q@pv7ywxUucTAMg0I(H!P>_XedZ1yUx<&lY1^66)fn1f(mvse_Tsw9 zs!9miALLl+3u`N0|bXE7BKv`VfOPk(yKNm&mM8DfSDJW$%aKo>%@NtDZ*qES^Ek z0Xd#VUeS!1;t`I>_H()VM#h_|%=6iTjB`+Y)HX^(Z}*_aCjwgX=XbQ5rbeO+w4RGwf=?wN$|F%*0tcv>EX z&w!1W7fN(pPwrQ@6XR*Poq}wxXyxGeGzuZ%(JN5ZcDbreh&03=K2X`r$osY)QLe8c zB9`;Yq+LRUgbco3E}o zy4l1y_BuKvUq%%rPSZb?@N~CY!dvFH;Z3~!9k8Spv4?&#rxEkXT$9l%3#bWcytRSf zxb@^~DpNWF5jsBebko(8Lrtii+==s2Mn7Ivcws9Dvnzm4V>7d>=CKRAuI zT#HH)Pbw>3`=U=_KrlJrf_h`Aj*z=F%URZ#{h#<4$GATb?RTuo?c7l^xkwT1@EXsS zV_%2$05LS>nvAkeNouds>IRs)dC0MQ2z3wb%3nR>Kh;uo;FFSazpw_$J)<4_57<_g z0Khg@3x7!I7I6CXZy(DEuJY=AD5!CM+xoCBc#YtK#u!kuhe3tawCv=^qraMbB0)S( z;!E}1mB*8k>hPx>>Lz{h97!Ed(^&QP&JD_)T3>I?dO3rcU;5I$uFyhk;(QgmSP#+= zwmy4O;sHWq2`nwbW>*pjJ@%UQT=1}Aj%#RM*`slhksI{4zX=~KHpo##Tm~OhNLkLV z{LN$Wax}NWdT$w@(jhe1emnysKLeIs2AhL2Bz0v_XZ7`%T;X_6E+$W(6#MoqrO%EF zDAI??*ol`TETFd(ig2{hoPTh%Rww_Jqa{!4<41bo1r?Z~?mVRnxK~x?oMk_Hvk!h# z$+hlWk|`@_6y>zG$dOK&0=&)F$D3Q+O%qv`RSbC|zZF-VF}Nx|tR6u9+YMVP3dL0w zW9m$%15i9RccPL7a^w9FReP;ErlItBf8l5!>4m&HcWRl-eFJZAS0Bsb6`=wYPEp5u z&)hc@>H0DwUl=(gyDOA~M_~@j zd$SWU#t&{j-GdC4pobB(R`Pmk3=tFF8=ljr0=5PQrN7GwkAG#sVXt?_a#&^ae|~Yo znCJJ5e@12rg|sD8tX9T4liW_bd=hu=7z z)0}B3DQk=4<(Y&F=EAsK(0g1&v;L}&@s<%Wus6k;csWvO8HAsDD8>zHH=GL4 zCzQ)rn^@Hk>pa8bj4#tat8V`+pHJ8n%JI2}gMPa;;%Q{t^jE;iEA`SAkl#(F)3tz^ zMPtQx@7$!jsKa@xei|i$ap6y#7Ehc^qSeUfy@2Ptw9+TXM@iVpASktkgz{8Uj^gMy zJi7ax8l&UXyBb=&TeB~`#E|}~q@g<31RUrrpd@3fyPrZ6hF~xB{ui1SJd{>7Im3Kn zE4sa@s5b9N&1A!rqx9*|3e8?N*2DHU2#MaaCdD6WLTG)e$@K0A6c8~U&70~l?0hYO zLR)0em%p3>N3n>WEWq>eli$4czF%(H_xGbOyP@yTB-TM?ip8{=RWJCEAi*@BDdgUu z$Y@u~qC3+jv7a=iz7p79ShQ#9ssu()-4LewkUH_A=;Z+axt$GVIl9!fSo!RPI%7M$ z`09vUO?Bx@u;|+Qor}0tNafrMD2%dt@m_HP z!`?Nqo4-tXFkVG=F-J+W{sd&M+ee&JZBUmbVH?MB_ zZKXGo#tRFWYj!1VbC}&?Sjhz-sLT?UxI#5VPX7RDbs3FswXrbC^HOAngG(U+GrdB( z8S!d4#6@}gev)EY2XjTTP}$;PWUyk$LhcQ9o`*sq3$*y4gg9&t-`3#(Gg`8RaAv~_ zVPYD4;}oT(B2;JzwgX{)bX=~KHA5Hcct_ue*#^(B&I6xIliz6HxJpzwi{lzj9)4X^ zf}!ceJM67^T8l;%qYn=uaWkP(`Y}9fEjG9SF0~5YHq?mHIklM5wiC9UH)fK1T#zS! zqFyzz-ge=du5>y;R9A40?{H6WdQ#el)s?b%<|!ti241~z)&%a4HRGgQ%?tXp(3K*~ z4RoVpr}M4fLU$~PeLanb)>x{YEadRsIBZYQ9^}GtMg7;um5W|c>iL%fBuUMGg0r^J z<=+{SK=ZL|`^SM5Ol3c)>Jp2;()sbA$!aE(la3uOSsr?W@ZJdA(e7}X4?Z*J84 zASIBVr_~JcdSsAt3sGCikAb}RJL6sq=Yt#FYQmr-$sC)d-1lL?qR)hG_5vfh?R$lG zVW?!3U5ayUCaO%jB%aEc%1}HOTOmXX1iSJEp8MuZx49Z&-@%5^(s1iiNOU^}-)U;x zAXKd(8Lwn+Tu0%_%oIJ=N;#7IEE&-mo;AenE&}=^O<2C8o~*r_d22e*w2T%Ebr=ec zf1)!etI+S6>W3aEk1@!1E6sliB4%wAW0y_brD0+>Ez|Qc2vpe%4A(V1*)6VW>8HoW zyndwg0Cq5cRJ0I;xYZ2PHO<`U-!!?9yphTLX(2mxd8O3ZnN zS?-xQc#MwEjC+!>l=G!`cQ{}8SBS%QUQp-zdB52kup=(B6cO+VbtC1Zw41`1n*8*H5{# zY~Fh2KfLIFEz|}J8G|(tSXFC`c*yd$-`_XWVIWM8wk5Ydf*g+yST@`^pYB3en>ryS zt5957T%~&Hn%Ax{X8r0ES5h_>pPxqsQpoyi25B8TA)15&XnKzHy9Vky?-^UW#qs1`68C#@0*ay z%vw}3WeF@UxBr2~MOX@5eVKdYOTzFb?~)T5N$SXI+^91Qk9_6dvVo%Q8R|6M>J%w; z94xY4!3A7Kct7afd=+8XBPyf1aukPS$S)G){|`j7pN=%?h*x2HL7_# zf~w+cjD;0J&VK3LX70dx14pq$Jtiw^2xRkwm$mNT=uj3op?v<>n){PpiKn9E@AMgu z$l0-P|GG`16^~H6YU5JQc0c`^p_%v2tg8K^vOz%PA4WGzh>ffzf3zN=Ey1pvygd2A zch!44oiE!*CW2C*64JMZ6#)#-5HZisivE*cV z&CGIP?g&OR(ixg=nZmHzfc+TmM)lSWe3uKFpll{Ns+!X&xI2gDnQi&m#o{9jIzrD0 z_ic##t~!gcC-+#W%SC6xf_HY_P)B=#pn4l@ch;QW6a{|J4&Ccr{}-f}A^F`P`9vE7 zfC-qXrns|Q93yz<07NgIsnX^_+-62PV)pd6oLpduYl$oHG~`WxXMvT2E|T5%-MK$% z+dz0Oiuq%)BqlsW-tZ8aW-{apR*44N@_7OeV^hm*9F~r^CK`385X}vPB2n@7rX>(<4j9|Nn zEDmO!y|jcy#1=XafrXkk0VaOcLjAMXclN`!J+$*5xU9gdNj27Lt52m(__%yd!$x0V zS@`|p8eIkSMROhrTD%*gSC}M0oJ^Ftv5&veJ&Q4&Zg}BQe)R+&_q?J$qSo^SW~a$Z zDE@=_74`ZT%rBN#e`kJ8SpFO4*Q&76pUkg&tuvsXYv%4E!Hw9}4UpCx5=}CuMHLns z1cXbzaA(E+rah6>%bz8h3#JPf_AeRNx(zO*l#eaJ9!#doA9vH<=+b1A`6eO@w@YrQ z_ED|H;be(!P!zWE4yhh?h!U&u>8kS-#-+2b9N$aAdpXc8I0Rbwa`|pJo?^E`IZ?!W zvZ?aCmtPr~UfYaD#?%>emcuTWPtnl}s@Q_y(@KOGi*}B^Ba%EwwHs5Kr{q zs3#*_5(MP@FiZu$VmbH84ndXUYrqGVRn7HI0iO`}iXz~SHv>L?p!LyGl@3uKcbE)d z_zc;9=>{7s^n=FybAViw*1UGe3aG&PrB_+>z)B<;(JL^`xli##6 znNgm&kJ*5WektZwIY5PVK0J?gevP?7-w8o;zpo{OYF6&fTiJt09~}06mLs{_ic|+=)F}FvM=_vLuR8MYmWX;Qvdl^pyrTsLk&3IcY!))>PAnP5xo{r->JmiDwyJa z=(EayNatQ0F?`VZ$8|r`7vS7A?O{%-*3MP78olnJ{&`MeW#D0$&@g0O?tgbq)eun+dXz#^Vr)l_xGxiRgT( z9H7jmdv-T67p5nD2IlI^!TYYmGOO_r2iHJnLau6Q!RC{$g z|CRN{HZ!Z-@ORc%&`;Kv#MQsEzS4iPzGC0=qJ&4mYdDd`TO=w-C@KlXB-a2aqSux;=o1bmzl=t?rO;%1`@w|LlTjbxZ2R!)g3K$ zlA+6Lu6S!|Uwd|KA&sJrXLPg5*!(UHf7#`=39<44aFkD#m($FzKsvhuPm6Lj$0YG8 zYikrTlV-|2bca7_-t{t25(-EN6N39 z(YNFXp4V4K(da#QnS+QoLtyOcxJd5}31NsWq3}?vx4f?q_U^t5Vl$)Se3To@39OMT zkv-#YgGuuvBI%^vmw?JiB;)cWBSe3s(_oF^nZtYkpyMlzl%%+KAmKOz$vavVHt&pZSL#MW1ETofLVKP~)b_dA8CzhjpfOKik(v zi&0IaffH1fN14*waNcsotMf6)H>PqIb=!gCzLWwF`v>JJzUxSr5YO78-q!lUN*I^} zY*J8^cX3yqVX-;0=W$l8=Vkd>Vl_+uE6l4e_Xb?}I(e3q?^9f@yLTe`_Vr#GMr}MH zwuC8H9i?nLEH&;n<11b$=ka^5!`{l0tOOj6XtYswMb4A9y;&W&JQp~pBX*sX@_0LM z4%6A$vpG%<41OOyWq&o>4G2RyHGDMD);$KSJ*RuL8Bb%qS^cfrGq>#(PddvQ;ojP$ zH}QAGl5w;Ly^VQaE%|xetK5u5!WWIM==UOd^_XP+)0I`7vuZNuulUUQBjb1{dd|Ec zm5-fftpA^2Uizi~0nCfK{-0r91v}Yk!y9JNbq<`3y#iT~nr>+bVil^tPW@j|T`S5d z!O!D-oFved^`w7eb!oev1h#xp9pV-yis;zYX?aK22f`-;mpLK#(}=4G;XsYqvfnld z{mQ{UWo>}!1#)%nXoQpb28RaId)Nxv@+!}y9vvy0#ww7%F)ZW0m$3bdvIDVo0i`Qb zx=%(3Z8r5^9e~B}D^qK3cZfQaRbfOZaHcGsjZh(`xNJsuHTg@N)#pYWVvetV&6BA5 zHWFv8PWhHs!1?+YR@ct~GKnP%0!z;R=dvOq&9>OH53F84u=oUhOok-u%&E^n=u-A` z*6j;2c`kWvmfQRe)-JS`1U)i)v|LZ-*UC)Y*o4imz6sLIpVor=O*%x6)#6+H&4RR4 ztA(_J=bX*x58B0M#s6~_>sC5K97-2>UAx#KNoqL_G|^WdY@s2XQ3?h-PV%8ExK*U> z0t*>aLYm|E@XVQmAMnJCk8n^leZIQYEgp+l0fo5pj4X%YJWx*50({d_7%6f4UFY%9 zfooeZ_akU-^O!4Yf0W)CnSX5=vM~S2GHaS9*c?R>hm1)p)QXuwme z#wMdAInZ?FknNN8z*rRy+?iw9hDbgi7TxQVU>AN#z+Qa|uQP7`glFFCjAd$a|ChF| zw^)cuTcv3-V@b96DMJ7Ql>O1S2+y$u82~Q&idW)o3Rb@L*r?xSV7yk7|KSi6E!xKK z+=E@HNP*R!7C2*}91m}s>eN5!w#mbqasiLfmwIIQ0JU!$oJRBUTK$bBJkZqi5~(CR z6G(3xVSL?cxLI$YeNP$4Vom})!rGzk8hPKurNtNiEk5ecFW#ntt3vQi?7Gz%!rs3d z3R88z#oV~oWox-ag`wd?PKH9~#0ffCX)k=)*H-$&LpZ1g9zu4V8y$F4k>;*2y6Oc{ z)lm0WFdDZO*>b4N`kPesj;}d9@OhPM!3p`BCdk0wos`wW!N-Dpr zoPSMGlMLlUv+61R?4hToZiT~|y}K4SxAj{E@ThSzf3@#C!Mf!2_2O#*hkZqYtM7RK zNc%w%@3TWIKO2A3z6_nRwXG^-E{DOLHPktf)%GRp^ZZBL#6SRtNZ*>u^EbY2`M=r; zP2>>gp`5X{``^5b|DpfTWCJ70Vgm!?pUs5-$?HLU5PpZ+8`ac*)gk!RPplFR`49ik zf7&KZ#E~~I&Y*q&|MupQ|2xmwe``^JFCL4y&YiMUP)=F8B1%jA+o{`h=iH=K@M+x{ z8D*c-o;&@Gn53Gsv?XaHu8xB_G_OVAA&oy44c0kE=9_Zi@p-4uV${~Ob>+0Fzqj7G zd9QST6MHAKV0lTn=dzM=O0e{|NPGl|0kC)=ah}EfB40P z{pGi6MI-;OOG%6rMlwHt7^k+(|8*&0!u@#R7Z>(d-}?U__5Y7P>OpNu`ON><+npm4 zgW{mS{t8gISPT(WCa)7V3>LR_R0syrGE-SZ&UL%3)*g4`d>Bv@*tKx9<(?aWF{r9K zc8zrQi-y#vyW}5KC;ZXMldquMtJm2L7)D=4+_acC zn9mW!u$;azg`Hi~#ffWr_Zx8n5FZWK8l;4Ci@`P+1c=V6Ag9?w#OhoN6SD8Yd5ZNX zuH62|-KUe-HQhFv~@k!pBql{w2#J5;Q2@1T{-Uf7J zEmg_fhNmdhpFjJ!Hz#s(ll>AVbbodXAiBVaAmuM3AVIkc;Bog@Ng>|TdCv%DLBY$& z0MXc$60O#I+g*pHp>wp!egdBx>EkZ-2;@VxaVLLrJb69d2eqVf_G~Kg;Lzu7s(V+i zc$+vu-uZ_Ce6S17C!k0ugD;f4yfAHtYF%!ANt8)PQ*5R@4!TiI&WQ@q1;qxcQX2)fk! zoJAX8TNuLb*||+uy0G8w;1;AJaNv}unq~ay{<}rRYJo9+^Cp(rgEaIV19t?`pqo)L z`^qr9qm+NW;hI$BVJwbQ{KjO~!kGP=gW*Y-9sbyB`Skt;UcU!-<7CDb&AYd(0jAG7 zpwzy=JJ=6H0s^H_lLUrB#o+u2LSlY}cNSsF%}m`T6|#)lYt5HVn`eBI`~-Z0XkB?* ze7Zaap&v4}ddKV0?{I1>;olcp;2TW8n`qzxAkf2X8iHP^Cb^_anE66wwiHJb5B>D# zZgTaLXgeN!;F>06&m`$?LP@_3n4?|Qw=t6SHhI@&`k?=liApQ&M!c#~7fm$l*?Ti7 zLYmGqkwI{07xBXYZdtmjk8!DE%ezOjs6Kjr+5Y7JyW5*zUfha?V;-UJS(uBU?j$9SF>FOJ-3 z@$XU^6_AtN_NZSayIpoJkNk8~#pBRCj$?Vnt?%w>BjiF;njsUKZ7ynKR|O1z;Cb$f z>)G9$@d<0S#Ob71k1Lpk&O*i^{uDB}QHVKvDn?`z`z@tAM)#e~iFP~!d@pROw~nT# zfrUrII9C5#`3z&n^&9SIo_b6YzR^hF=(gkLA|EcEt-aqX()7F3>Y$WVR3fimKX`na zyDlL!4qUlcvMgRc5j_>XQ+&_6Dy6lO|I@kKb)Q3?G^mf(%Gu_~Dpf>azikZ^m1)25 z>RSxri#O^SM1Ya*wvYngex|NIE?y57XxF{2tO>4ChESymTbLxUe2>MRD_z~usV1kn zFWKB`**f~~EC4e_aSC~6MFE`!i)<*~Cc&)v>TG;1Jiq7Acd2NPu%sIDhM0Dck@ssL zBYshpHnOQ!Uj&PQ#$#Dk-Ff8zIiYA(ZBnUzo}Lq`od|AR5>?&7mtFjW4)||)-{8pV z#jP=BU}EQwe8Zb;3Z;kjb&`sqpsnoK?2KzeZn~Y(R(+QDqfRaYVj{1s`Rd}%K8Lc& z0iHF-sk_Hp8~Ml0Sx1VLhdr~qd2DV2P;t}{q6fPY)RyIMv|yUw+^!1baqp$p+?fz} z*VSDM#=+Vx{gE2C|8&9bxSeQCTqHv%*ZeiIYk2vy$!<)jsS~u7AJ!M^*5d zT4^NyJCmYw;3Z7Lj<)@>n4K!Ow~w9?vMWWwB;^wgEADEk6UM66xsZ(hJ%Y2u{WZjw zZ~$HqBl%v1%t9gw^ApCR^q7)N`_-fVr&mddmit{cUzumgtaZ-yhK?@fb%%w21zqGG z^Y_&$2xDD|ls_HO5|QoRT0_=jY*p|4`ccBvH0O0&P#`Mp!wr`3>zzI={Fn@4*R`>r zZSt)SZjuwCw*4?S`RO&@Q~+CZGe6ofR#=fFjz`3@Xrp?!A9s*U?;opax*`l=Bs3QTH5|NK&%RS=bX-%o&$lQu$51Xd~fP z-&W$n?yURS^FNR9k8eG>KiOh)kwOq}{hOjBhS=#gbRCzA$jzrafUWy+B)Q{1R;=%F zLl1}2Ha1|y;RQL?z~K@!_BpcM)tPX&C)&e^Pn+zqfqo(Mo_9|w(fju^fU>NC>waTbyf>=jlSgGF0$-@=;eJ51cj19*|>h!8hA)R@B_5QdJQ z7slYYpeorKm8yTuVtrbdiSPe$_Lfmmw(s7sjS7Ma(jg+HbR#7g+;n$?Fd#7kGBBiw zfJmtf4FgC?cf+7GLk!&v5(5%LcfRM`|GnRL?Y-9Xet15~S}xWM*L5D}QNI8jLW|B% zg2M*-$2%z(#xdcbzHl+$WJDe^Golphz;fy~!q^~bX-sS2A7m0xL~xz!`6fu>a97RL z*j1S^*^qoyc+|KI5zkk!_AByPyBw`u8fwe>ayvYgq{G=;=(L`mpi#^CMXR*xn0EbF zb3_7HZ@lcSL!doXk%EgZ?bc)Z6n+D!9iJa)mZkLK2=?@@_A<)4i29$<^6NvdCay=k zdVNa_r@tU8$=zFs+iiiAPDJ-6mns}F3- zFqrsOb&H~(9=$f1Tiuk+y2E2}h-kkfGL~BYgY1h2eHbS%rM%+F+^j-FMkLTkmLPh9 zB1j!%{*xi9-PT?j3JZb#nh1KA=W*iM?%`apu8HQiFX!!0p~<18F7D!VjP>D6B2NiS zF=Xma$@bffV4o-?iwTk)&#?7ZuIDx|HiY0d4bI%a;}NzB~BZr?^<_WOB%J!H!6!GAl1T z8G5^GjmAooM^*Z0Vc^MYySu@rew5I?XZcC-UTO_01@ey3WeDHFfmqMIA(_zhaF{4i zj&s&4DyO4A_>i-|A?|XYr*50iH^axWKWvM}#p*_no7B+~XG-S7Xup7!7j!tm3Ms*@ ze7tJ1Xo4RUuHab2EnP=CXXoTn$hmXLDsJL}*-W+ZyI~|355{{!-?J}6+0rWl^2EHIk<$wEJx`@e0zR@f?bi6BsWD2J-@Qgs>sTf<%3jqc5=Yav)Nqi6nFvGd4{9-SnIK_Uax*75KfDeV;bKgc zWlfKpm@N9_LRJe+H(4oV475||ao<^u7xmm>9!`NIWjfpMoY;}6J!Kc)lMVb zhsM6Xo96n@saw|rER0nSI3x;6+Gt%FwZz3J(;Ukt-sU|Zl;j)K`c3j0Xv7G?yWKGJ z_Eg$o;Qd&dXT5CJ4_yaG9t0K+ajR&}VJ$`@Kj74JrBux<>{S2 ziEo&2OQWUnZ6KVdy@I?KP5>hKu1;I<*5f}Qgxer@sqb!=ey-#YBKa)#BUYB}c3PUO zLQuM~T!0*tBk#UEBmB+b&w5N}Fu?*oLO=|7xCmNg)EGAvuVE+He0LrU@R4ho-fSL3 zd3X%$r)mc`K?WmgFy4!TO4jBJxle{*!#o*S2zU1o?z5f_&MYQ_zMBMPT=~0x80`Bi3~vjo7R>1V(5mE}DIlV9Zt0K&Peu zAbYn8NeJOpu}`oZy!YR#<#TqKBZa|q|9w+GH~%(-;3<67@vRh^8-nyLi%<$n&OX2A zRN7i_O2| zXmvI?AiB1~kdj#$fKb_Z)?X|nB!!ucpSXx8!5$;ggL6Bk4a+R3p?z{02F3O~N25&c@t@>W~ z>InPHTLzC)(8nG}%nW(AleMiz9>h~i?=N1}rzqqzZgwjh5I9^akk2`n#0?(*cxTK| z*ZU`g_t$stRZd6^-sx?l95SA!G9G1m{95q5QQQ1h6 z=GT~#1p4uj=IB>XTz-@vHHKhPRrP@D_AMRjVu;MixOMS@e6l7Z*=)xT#-LVFm{1)+ zyP%WlONbv39r^$^S*%2b27A-4mUKy3WA1le!z1dI@@PA>u(O5wwFw{|g+8hE<9PIl z*!hR?Z&J7oHAQQjh2*VtdvVt}7AX$h#DRzKTkg-C&>S}k(=3YL;6Azh=F!AC}48AuPUy8zG94s`UFMWv9lVR&K(iyq;wr zi_269()S`$BTl@2qfHy3vJx7;VXIX&ZbRoPvPnCrs(*>&y^%MDYWWt6b@@6TJAX_@rTwPK$#0a~casNNCNLhCrG{X!W|Bs6ZJr zhh*kD?A$wxhPDi}YU6gsPXqW}_vT59lFG%0q)4o8n6_z=a#&>v>9a?PUbvtkIuRCo z%-Pt#!@?%pcho=SahpVBv6W&CqW2N60~Bpk1h=dxK=do)n@a&x>MpEtz8@uDOPtX;c`%XSa{-zq7PSD{FOo zoy74?zMtoWi0@$pO>eu=^<{SOml<9t>s=CYtE(O5msrk-@*I&^D}J#dUEd!OzBIl_0P8EU^-flH$7qBp-|pioCsn+f@wOVzIK|sS#>h4>HDD;JLd7cH$a@EL+8)%-B1Jx$#CJ z-B!Ihd^>1Akl~4eGJhFBI3dh9`0rY8PQTxESCrno{wRp0weg@~!$2FSWXGl=@@qrN z<1bqjh}iQI3YxU}qQ zfOwwsmCDc!9}`}q{|{djsLe}eNgN*W12Ar>q9k<3sKi&ga=6KYnp&4W{(g-G~^s*5~yY!e8^&x3*~PI*b03n|%2 zxQ^x7`->KeUg3>HzFc8X_ppSAZaoeY!pzHQ8FQ16aJ^=4bmcRDZqSAdqfXNoTiHG%*g>mN`)jObiTC`@|X zPAlN&W>fM^X*}dP*X7B3U5JNGul>G0Qg=8UTp-1p(mo_%Fx5EYF@b+db#i~GLo`tpbdlGOj=H;-E-o-efHG?2|W|4!ow z>2$`zRYhJltG%Bp6Cx`PQClu0n{j_r|7ri#{^mJsA}j0I+_$C;5i2qQa#V-4grnhE zTW=V*;bxtugM>pCkX-i@(x1=_=`rmcYp)ZBw~S*#Tc5V~XG{s%F{^ ze1x%@xHT2X2EHbe>`i`=b=_It81+}_xJVYc=5_j!N)v$Lo=smnLBMjtJrVcK;;N@$ z(j@lZH>|o0jP_s%u8F^*t_w;zepuM3pmbhVNNrC$f0j_kSiP#O64Wcv6o75*gvo2aU97dmizkkE_O4|2_X4fqp4n$D2^wF};*H|S5D?5Hc zjrd9+CZ;c}?^68quzS8vsLl2=>e7&kiK+rc-_yV+IL=oO?2Z zHbrWGEd3C89tpn-7M~M1nDTo zjPGnFG?Dw6bj8y$g{D()f4-~~#xGM{AW<85nNyxpF!eSOiNzS_(cLGa!RQJ~#xJu^ z^NT;84-EQmWi8qe&bWE4lpRhb30^=pm)faEQcQWgR!UbtWH5wi3hg*2F zl5d`k47(!-_kaAYKb$+$dNRSOWtxG#IQ2LA*^__X$Ma*Y?_TBAeaR(5c8HeWg%k+?GqQk5kLedItFev#DT*xj8Ir44%ZqknMh>Ix~%0xd(h@!ZljH$R* z4YgXK+fndY@jk6+x(F7=2d?U@POU=M`LMkWZV12R>T$`l8p}!hox~==*S%S=KG51| zt!g;cCDxJxn=qqT1uJ=6oSW|aFC{NnVAU4WQG4j~k$WZc6qHli(QG{z<=spx+q{{6 zRlB5hAOT`w@8Y=9y^&3>2)w3=&qhMFsE^xG)P(OyVE-GcLEpB@9TjJx@oYqF7T;?- zD15B7num?)wN9bdNwkJQQII42gU`B$bS0xf5+{f&JohNpd-GU{1`@cuI)~lh(|>IcQWQxT3B9nh&g+aoD39hFMQP;dt0cuxVSW zp#ti{XV98lwLPP2H}0CtMcy*Q8nWC~{X%qY*7K!53c$FHedU)qr-XZ+Wyo&zr;R$V zC>r#=ng4uC5cDdQ)0LjMJPlLC;McUrZCjP68n7|DVjgUz$M>(rVWf(2^1W|87?C8O zsD;LfuRUwdY84123%n{g0w1`Xz+aau5Fn*iGvF_I;?FXgKrz6@wc3rZG6~*d%J}oG zsmxxyVT-1nk1SkgP&l8g-XljaOKc3W#Cc?nPSTCY-75KK{7tnqnpK|Eet+uc~GsszWnudKfs zA_FCi5_AG9w#fHqeTEqtrCbc-ROSUu=SFFu=l68M&@WSZs8gn!N7+no{^Qj4oTH2d z|661;dOQ{W-01=|FItiLl7X)Ld0GLBgM<;|=?JRRmBL9V8e=x=flZgqZ{{vL@rtoq@L% zJ8M7Uh8>jP1c+h@G28q|MSp=?5Dr1nUGJoIRjklZ%pq5P6(`>Oi?L&! z$}CM*Q4cI92Nk^K_FFKFm(|A&E)Zs)oT6W6frltcFwte#(8Uy1uB5cadg5J-MY)(> zn-p4|L~94tthfK0X0il9^4no<1tY)*Sw*2___Z60b0F^)#1>4>?|#q z(U7pV^x+-jlmO#8*l*oZdL?I|wP>tY7!QaJYmd9#{?MyG@K`~zp7Sp^J; zZ2x|fA4*i0)#`wR*ZisKB|rgi-^Mt|ERp-=**)Xo9jC1^v0t;R8uk(Pln2xg1;s?k z8MV6mv)ycr@tVn8QRY;ODOJ+?&oqyTcA{Jy>!e#+q?pj574ABW77h86<1_~)_?Of$ zEiVT2ZzAT|E7Df9uzNNim1Go*$Qi5ds&+J0yR0|wk`ZSULSW`0ToaTMv&sWyLoP8! zQ2FHj;`)r;M2?p1`qUhwKIH;JE!8Hivehbp0&|fs)-eWI`6ob1&dV8ChYWk}b%=*q zYbEb4rrbgrNo%bJw9!@nnRH>fqxk2a9ccPvY zDc#Jn`*jZ}2HtF-Y^QfsJ|gw6;A$$+qF>wD{1vH?{GYNb^Hh}~C2&t9lR^1gj$;+4 zWboNfMhmSp45ex;$QQ2IaTD;^nV!of zCa=rdQld7a!qqCEG{%FMS92K+Ofwd|;?5O#N0H9DaVVbkh9j(v7v&@<#tdofEyuNI z5~m^uq^HvES!ec*b;3m$Ngfb$hZAxHFXHJQ%4yvg5=-lpxGsh3rt{Ok&^&%H`8a#s zU8-IC0V;PLLu+d#Li!0pp+2Lc9l<)j1>_H*n7$vsD-YUzIW>4W?tN5k;nO9j^ zoA{HDoUj(9N5D5S33#(=eY+nKSL`k44E=hGC`ToLjW{od7!Z(eCWqq~$Cd5AvUIA+ob8Ic z#LfLlB8sOZ1cD&D^bM)<(AiWw>L(F(g3XueoZ6*`dA<3qd^L-_17*Ez+-g^5CTeqi zNMqmX&q684eztcscO5>9(lniLFk5+JS8DZ*AUn=GSOOg8D1j^r94cD+E>&--aTS)M z8bn=}B|tteI--)e$6Vp}Ir^S^dM+8ifU*)iL_sN;&VC~oBX?3uCZstL!nejZ#de}@ zcUP3YpqIaO=+=rvl+~oqR}tH(tR7G!8(K~riOelOB7utUj7;(jEZ{{a)xWCb_=)2S zA>O*yen6v%%KKU|Vduhho6ja~rl|K$gNuN!xn5fqY6K-zgvRwW^3g+&c1MEw)-4Vk zL0K^WQ3Typ{C-$!<72ivqxm*$_yWHAtur1Je@U5yuA+h&@`TPcWxzBsrLYiGM4&&) zDhdZxm3#(TprfHG2@X!Xf#rlfFQ#xuN;xH)(QSA=A*rL<{P&d;@uga@--w3QU$ViY zRrP*vgGFY_JR>ps#(W&Y{brev-_OAN7V!eoJCy}7+&Ofc0G1g9x~3NOSWPnzVp62wZ@mN54-;H7;R`xSGernAvexaDB^# z269F$>Okxc3$u0wo|BY>nWw=z@~9iKU$5X?94sfwe{D?a?u%E#)@cNn3+=zpw?dN< zKRF0iguK-XlDgIG#tU~8U18l$QB(DcKePdDs+ho3}*JE z0`E(05-45rt%##ZfHhTM_|`b6fxFUA|In?I4pCzGutO)*;>~F<_)I0~G)|^*IDUhHyAZLowrhLh{Gt7{i@GwYX^X|dJR@qAD zUSX2I%JI=f4|0tniU4Y=LSx}w&KhyDe8Mcwhx}3yWpH-$K z`Ay1|I_^D@W!~U>QKx3ubSw3U-x82|;zRcvC)+On8vHkc{ojWne!V^L52339KCzVhy1^W-G#(NwbyVaMj$fYPJ79<0_HEc)&!g z93xD&pJ9^XsU{clXo`|LY|U(CwnEgBTo-C^-vHu4WQVuH8#FD7NA&VuBd_5lrwTQm z@T`{EWTH>b9w&`_VHO8iPa&?UtR+W8*$|=V5m|7sM*fab!=2n*`hR3@i#VL)J^GN+g-e1emN;=*SD% zKONwjgU{n<`gj(xtGsM$b}rs^Wd3{fA%Fhvtn>uy`(d3a<=#$B z#OmP4c-5djMT&P5H%$HNcSM@o&pS+nyJKmd>dr`cu6`Reb2`e;vLD;1oMWLs6!y^$ zqsO{XW-(_@??uGw%UA5FsXBCN(34n0YY$xP^3H`jg*%WYSGh5GhT(??!;o&KxFQYH zF#{|%`;H&E@g0T6CE?46OGjmaBow_I#$)43#*|OH8Ac8GvV=r`{=P%UgW!<5(W*rI z;)E_!lM?;3@|O#+G9Y;%D#^sq+VRYa_@7EK?WL@@dOH7DZwvVW zb9r(0ffQzS&V)4PbyTtsD+rz8w$2)$f(O=i#xb>555wBiw!5T zq83JP6(`fYP)#MrRH`3eh;km3uiA*&WWCh|c44_XM-stGjvvSj2qusX?QY9T+`RJ+ zX8GK&zHvxq9TGfcc*9FX)8EGCZn3QLS>4WalaMO}7|Q1Q11Tm-GXVZjtNz5~I1(J^ z+`-ph%fai|AL@RPm!tzIo6c zf2qX%JO=mnCJazGeYVsM9Uux-XZ}>Aly`&m9&C&y%$W{W*VK0yGzD1Za;(GJ> z(z)+6F8+@2?*j_qx-n$FR_bhLXB&QI*z})Gv0rVdU%HYYzC#5KA&4K;DY zDH7gB75LQJ+6qq2z!HKaxb5g$N9%A^m)74iJA8G&{gSTATR4sUiKRf)1@$rc$@kV9 z9*b=CuxXw^XCsN0mR{;$OtY8L)vMhFl@qxKwge;fUHMn!wcgImln6603aBv48)ATXKiswzQZb%35c};1Dj}m5{ zLzB5vIgM6b<6bhry$Y!RJ)ueJOMOh$5~K_W)7t{*&h%+MaZyr_2aP%?+t}L8yej^<4?+ykojO=zr3~Ru~SX2Zuw) znpKbJN^83J>ZDIP$W3Ef=%3hOxasc%gO1at@}s8vp&>2AK#HvV*AJHhI1W|Gp0QA zg?>N;-5}nWdW%tHc=LBV0IQBJsmMP#0GKuXD_M^_U}@Aw*Ipgjf2SbI;ZTVVWcb=- z@>M@cY`uE^?Y$(=m7L7dhlW)gih+s}4kk{#fe|w2hjXpGzRpJjK~!SEKEbR;hr>UJ zw#(t0gz8oDLB`59(bq^oaWB(e`_0YZJ_b*`08Lz7_1u@IYY;dq53P&o_D*}h%UFM0 ze42kjLLuA}x4YRAiT@KUHwGNA$6~$F^r3-#p0mVe`UJIQA57h`zcGDL$GYkQGcPL* zh5pg4jmhtw&0q@TIxm4kXrW^p%85Ay`gDJNpV8&bMY91D3EdK)n~cC{ED|(#l>#S= z9cPJ&*nT@wqx5HhVG}yF`bWzb2R1VkdU0b8EeClgd5_^hwc{pWKsnFJd$?Nb!>meT z_N@QL#69XU=TFX2%cUl{=nvo7@RIO|IX*v|Lt3uxP*9#1jRAAQuJ$~cVwOz2=ck#s zp4?$8!mOym)vLI$#%F^<$c`McVGql8=6NpO4*I9r!I0=%Zl4A8@WJ{Yis$8eBCC@5 zE{sEpCWtH}@2gEy2SKROZig=UsySP-v1byMbkv#$gDpw{n7JO;khrTwqzqOH#9 z#h3jI_^eLb+l@vJ?#q1X-`CL8VT7LJ5NfBEnv02PQ=GW6)qN82NgiH{iM#{sekQHz z8Wba$N?QrGazTT;64{Kxf#Tg*um~gsP`wMOl3(}E*nUFspYM~A_f*#o2Pa7@HJH8% zwk;r5?cyUrQ$g*kBPuRg*L{#X#kt3^E3pC-4SR}1#>Um(v}1S<)kI>9%k*m`Xr{r#8d&N)5UCD(7MA23(^lZ>${q|hZkT9GA(7c6vg~K4{$yq-&=2^E#oQK8fuM}v_1>PoQ`d1m}p#UPVJVR zr?XeTota*d+#%=J5%Fjli0CsI#vYK|_}oPj9w)rEIe%S7F~p56I6IK4YZ#oXY=#ST z(-=^uwg0hS$dR6)N&2NWt@KGmlThFR<%jX{;WfM=ca@EqJMJc~*lAMfIr=v+yP7s- zu>F$9(=7{QM1C42q@}IQ>yCxXyhl(Bfw9!Czn{pTHf{D@ZV+u`w{l2sJ>9W4baXl{Z&!nx{75;Q+Gk5+h z#4Kp&dY^TjcK8Lr)pDNPL_Nz{bRFit-M8?qCOv;sUg9_ZD}FXsROL!QCmoAfK3!gH z^}$eZmWO27{s8UL@t!r(y5OgZNeqkm?dmL~FgoO8V1w76MZ_A!tR5?tj0*$*W><;9Dc@{R;Lp5^wcQrqQqrs68tv8TKOa8B!0rTholOFH?yL0REP zFQ`o?51J=3E9Z%ucOozVjYk^foE?Ud^D~+9I%!NgMs^7XhKl+Oi@ny^Xg==Kl`xBz zIAv&~n($h0o)_GLO31*QXcx1)oTsbNdmQLdzCzCb%38sh@G)1YbjI;cM46CN0Y;V= zlXM*MIOoV|p#7LQ@`L=W!`BjqTX{^apm}LGQ#~Sy|8x*zQ&#qLUwq4;8WtW;<<%A6 z`dc`2y0yW*zQxOy0)-b+Zn9*w2&y5sV|*hw5-W(U0a8MdTwUcr261{lEyI_NB#vIIKIJ zf38(Ll#)Max~1=aHuKzds;Ex=K~{{u_~aZ-mwD28K` zZ-=~YCPiH!qX$BPmzlDjS7ghawG8P~2|OytX3AW7>Y0mfqq6lSfUJt_!5E>(^O zG%?}?)g=BFkRjg_F8Acf%w4M-WmgZ_w++Xkbe_p+?ejFR6-H$PH5-$|7$c`!Oru!L z+-aIf8fn+qmVrqh5?0KUq)@T5>nFa~V2?!ZhD#K^9`E%UY+KeZ7IJO6#s0XVNWc$i zuQy+7_hghYLfrS?P68R##&fzD298*A;tO#}*Oe1v1-8*Pqe#s&Hxuc)FkVnUBEmo& zPcrFpi{Ov_D0*smg=m0Tl?a`Ts&^%REe|o zZIPC3C;s7;sDa2k-<`EF6F=qOy30pP+}6AHGL`#E)L5_4qyp`v$1IleX&`W<;v2ul zRw9+?VEJA3+DmioYfWUjuA>1|OwnHnzhN$L>)m5M`Rg-a;uOXC2cf`<#M{JqRCc+J zywHN@U@QRn;?bn%l`>P)wrJG9EJQG!)_-zG&UZ+nd1R^3q3#i1q05NQF$HGf?jMeV z9?_ZlKOA3(dFzYW$Ji1b2DE73h#orA4hO@Qv$q#k{{p7n5f8Id{Z<=_rAW&E=f!Gv zOoHDTYR`V+W?0?1%GDyfzwKH6RvhUQ(_e$u+f|<9&3#C_*?9&>dR-GDX(C=C{`GcZ z;d8{tcNXLUrv2%oUz~cU6&4v{V>ey}GGEbp`3ER)As^YXn`v)3h(@-QnIOv;6VOUN zq@hYuRO2J$aeLbW5xaQ674j(-S3ClyWE*9Jk>ii}B3wj_u0<#4Um*bZe|HrSI0UCw zqFNE!qRoZd1WN_{l73+>8QxM2M-vkaW2IqCIBu*7)7*hN-7Jk~y8_bsV3Qr~afzKp zNYY#PY|g61;QY5lt2=OM=lCoblI1#och2FM>lBmua4h3EV2Ou?{t~Ky%v)x708)-k zC?HWop2|ei{!j9{KjqChIa0kyS^p)V%f_QBj-!ZlKf31+S9w@<-t(lM@Xc_&TR_6& zeGZ>3FS8v~%+P*HF`x|XlQ7^$Fef@m2Kka-Su?5VI~+33X1Tm)H5h0A-GIPQpS$%lITFGe3s~V% z;60DOS&Ga6HjN$ZfC%dybX)fSlEt1C^vhCa&_e|RL|;r+6`$t9g&{(ztiaZjH>0c3!U zrRh6X41bZA-u{-kN1$yII+w+a{o`H$Y9-KEbqQd{R^V5qy_#jOM7c>Yo)GUx0xh~$ zLJ=muKWHe?%wO%U^JW0rgB?ECix(~}eG<44DjY3{{YU%~o%Cd9Xd zu`IE~+Vu`nSu8fQEV-=4qrJ3I0OtG)~f|oJSk@2 zxwJxopt!$No##J3&Vpq1Ag;|9H7hSGVO9Gn*^oNCU`ofB#BiwNB3eDMi6|LJ$l%f#*|1e7nTUYYN_DESe^bI?{6}{l*hg zz|;HE3fR;}o)%j!niND}?wD)|xP+upn%E1#jElR~DhoZXKd0m|)-V3qL;PJqm);ws zTGP$oG>6{OxzuQ=DSa4PSqWA3?VQJ>k{O~%UEV{uR7$!9x|9p%9^QULaJ-6N1CqUp zUjjIde4y?av%H6t48U_Y*;tiGZ8Dv&Ta8s2J>`VqEE@>+jrI zSf%RZ)3# zeWBIchi}s?a9Ws*ir^#8Ue z^w$TvAz`en?vK9y^CuqTZBvs-kNtO20tn8=?{7Aq;h|ok>`~>PU4VTh1%a6CwLE5* zo$P71W}vziF6v|Irxm97;P%ffWj@sWX84N%VXi(Ev>ZWX7q)^%EpDVzaXtm2P% zU{n*kj!#&Czl;!{odp8h_&`;Y1lIoqg6BgwmMen)m=kQ^En&OKzcZdH{IA!}O%4XD zUC$pR-K6#>$elTb5;kYkzsPjDXL)$kgidvfI;PqX8xBJhvmk&dK zfmO&h@}kHGZ{KiYAxgM?LrvVLE3|J+f*lYDXp%9&U>a+eu9W{n7?Mx7V^4RpWy0N_ zxD&n%pYydb|F2f{8vsKQ5~XtGe|+GFo61x`G)Gm>S0$;OYXA>yW?F&B!582ZUh{{z zk08b%w%hk2^j|Z)ZPaEUFIQFH1t@30^%ZKi=4B%T0|B>9P3p@8ez-1?^$GN$eM|=( zRba+LAP^rCs1#017XeJCsnvfz66f}sG!icICQ6=BGru!aYM}L|R05Du`@R5p z)QC)1J|u`4n2$#09)X#eM)8Z6$t8z8sKdD{1jA#!5}?{Z1(55O@s+?Vqf`vIgRIn3 zg8S1HF4+PEz85rYJl^fLXU3Wu67orfZ<}3wg5O|_GzyW;<5)c#)Jh=f8-t$Xy7dmI z?0&W)6H(g83OUI)HNd?30fMC)1AMSbNu+jv)=T0z)j0Qo3s)(r%g`PH#WV$&m#sjX z&ybLt(gtPIuVQ@GT|+BI4DCiP66pn1~;RK>&8HIWhgV-sCjPB+cy4O}dEHA6SBb zeT7EjnlY=(DPPeYt2+qI^OGF)&J6jEkruviY2T6N zJVR-=7t|~(;lw$tL9EJ{8GtoF7uOM>?|sehdj~c@4+t#u-~HVsL0dWTVAbLJck1_) zYL^?3#pQ{9L7jJj&CPxZ@i~6G0aAmDCfzeBwRa0_E z@b{poPIqJ>Swzx@c2B4bmUM9J@|nuj1jBE)!!7_IgKPDgJv7Qza~n!Kcn}7WOs9ux z$lE^ckeSGNHu(Bj(_^I599EuFY4fV4urRhvEHVA3`XyZmDM`28GRFih!Pgij6n+p(ERIEG`FwUA zj7696ZllR2J}d!NN+vhDY1oraTC@nEMR}7mWhndrb`Q$}{e<)fNr>e`;%c`q0YfY#x37VJa{#tfAm>0_QehBWXUCeqC6t+NLkZ=~)<>%P zRF8HEY=10KS{(rro&REpfdZ%AbnA{aX=}n&Qn82Sumdu#Lc&1`b8E_$xFNaNaudj|(}fcfKQE{bg&FJ$6UT^6%!bBRwqPGuD2eO4-~nZ4@`3Pk7{f zXlMxgwN5v4_}X97$kqjIK&`swvvSxfVTvyB%W(->Rx9u`iHTM3EnJs6d*O5rZ~G=L zsd+M)RPAz_6=M%Q6Qt21yr)U}l)zctje>I>ys%l$eT9?c1iza3BcbJOlk5m1!qanA zzummA2&yp6^n{{RhZkO7W&=vJo0EuJW!n-so(hGVa2qc=ib%H-+{qHlZdf{HOLUSntyuL^DmQ?^T=Lq z`^pa?dEXynJ0RN$?9SCfRNIa7-+q-6DmT(;l|>wm02|*v19)WjaAZo)w^kxo1R}=N z)6Pr#3E8%V027Pe11Eiqzx(i4-fk6*=SdlnFs&Wv#6a-J2_@6*?@{LnF!h5(Uk7MJL`CGL=+I+StF!M?p*5kN{J#5xh_$xILOjV zEWDBZT*Mb&U-~)zS!ZQ&-Y8+IL`6yNMEQgt)R8(h9**m)FfYq*-&*NO6v?K`CNTebhvSQeQXMzah}(hdfQp+Vzj| z3}C((dk}ugase0r@Dbm5+SQ1tgU3WL9>zvVlc|MPd1fLflx$GStZRM6akh$qL-rF_ z5atEzTXH$an#{W?o*N;N)0Yf9T8mR{LksHv)Di^0Uz)r7i>SOsWw)u+?T4s&KkB5D zJm0uD=j~McD;CVo`+58UW%DBrH~(o)yIB2}3@NG2Uspo`osKumrB{lV)F7k1`0BO2 zF9N|An}Ku~*OeD<>y*4r5`eTzGbp%Ckv|RG58Ym?@dW3P&rcdcDrrU0ySN-l!mLWgE#MIAk|LgPe>Y0q|gfAD{h@TcPgt2(1fA zml0N(%=6jC)oo4oos2Qu0+U?_jeM5C=5AGvbNMV5z=ik7;8I%#&s>jLh*|bQ6T_9` z;f_4*!e7i~+P7P;R135FFd|iQhCpUiPV#w+GWu!cSP?xPjSI4dgh&L$t z#$O?Wt^EngU-ND|zHjBG#U?C+eY$#^GA8`!R;ak7#BqF1?@|c_XE=52eh2c8=K+y|M34zpd~DOzfGZT}lnnoxPD1NF;G1+Ic_gZ`9Kd}P2#$i? z*O>(wSF@1{Qt^ea+cjrh3Ms+atws%+?JAu6;DY6h02(9G?B180R`rMM(KPlCbr14o z)^`wF&E!n>n@LyvWoyPq{&W(rytV~TAYsV+pruE?P$kQ$hn%tTc(^E`{^evDvwuOP z^T)wk>`8n>y!O^vLjS^(XUAHTITW?wp$QH(3L@VI!KnAE07}an2$2yBFOM z>A^|nzu@lo1Qh0TuCSp){nR&9^d!We*RXBtAJZ(-NM99*kjy5|cC=G99=75zkv?ly z6=u>2Muh~8BDBo9hRZ)X*jXj#?IsfEAM{N>Na|AFAxdaas;nr2LVLca-uCC@TK%zt zC+_?7Ztv$oep4{}{EbD%0=g(%1Xn2mYF;sWe=CZ791URjc+meKDWM*q*g|Qxrg|Jh zFZQ9c^V?Wc#m#`^o1Cs`{I7=lc$To_Orgz{&$~ZT-Y%nlBL$ozTv|f56Tfe0T)q*Z z|4_wovME+dR=vMUT(Y1cBiV1}1Up)##BwBep87Z3Wj2+i5PnN*6k8S-Q5qUAvhqT) z&VCE#jJtkQg4j|&EW5E{KGq{-D~-(Or-M;$>E`{9R=yhN^2=4K&V7gpxNIkJ$g`-X z)=A_&UV&n-hrF+7B+NZzZR->nUAy@+8F-8E*OiQL`6Oa~rQaQIyDWI)zO_QAQu_`beUm_}R?6 zoY(V@tfxS08VfP`0`gk=cc<9z8e11d1L{jQSx9XiHYtTyJ zA?Jnh@hH8OO+6-WMVLee-*6|OPfz3dGwDvG*1il_R#&zqg=|OMf5g<6y8HIV4TSYP zbl*5WFG%+mp;O$Nhnp9sn35R-zhhxi+>)A*14S^!)p# zW%HY*=Okyh>(qbzKka>GTvY4+?-m1)GLRC%q;cqw5(_1z1SEz=q+t`1A|(QY(v65i z2+|=8%m@fb4$_S<44p#``G1z@>~qid{?FOo^X9%eyjtjonYEtv#4o;~XcOpp$;XZL zb9%9!7-atu5G#GZ9}Cv5E0rt#Iy z!3HfXf05?M%ET9!Fhkjj#|F2qk{{hWg}4iS!yc zfHKldq5H$YZqge^QXnRZ#W)a_Z!3kc=raD!$VGM8Rm|=q7tLyJ_FmBZMdwCF*QPItK3x&$*JfElFQw)O z7RZ8S8AXMD+>V2K>O*;9q^!%h)#ExUSK3@Isxxd74v)f(sB!Yu%Qw&(#JSx%7f0gjZ*HVY%*ggIxS`Xo;f5L&=~Okck6 zlM3rSg_{!8h?r%?KwG$Sgcu#G>gA%lw@`y5>==i$ECV%{S0M5SOIizpgt_k3_q7GSd^=Cv z`QtFYduEjgnCOL3&+xF=db}ux*jCuyIM?3HcB^}l)>oh(SW{&ZI5;GFGaeWs@E1z1 zq!Ek7s`vfMM@qNlo>4{D&%3n0XGy5_)})SV7ag)L?sPxg--7jjY-|OZ=Fra54$!Dj~&`jOhx; z!10D&nKeLJFBEfbWB;dlrZY6T7*231Njzm{I46sujAF zyo;ym+SSebjY4RO!~$N>l=R2b)MpZ6I^gcRaO3E!oVQqJI-yN9xKbQ$Ox>=W*?Q1N?~8YM+2vz4BOMl~~dtn?T-4mQ{U?i*y_C(?uNM!UOK1O-oID=l9$f zDiPQ#CNu29W4AHIF06py2(K$nKLOK?dHginw~4ivCBcHbW%R&ETe1g;Vk}NPMLp^$ z?`3r1uoU3nSu2&?_q*U4syldLsBN-U5Nk~^c<;DcWtaA{M_e2Kw?p{_lG+%=yf zS}LLQtC*CAaoq*E=S3k2A9wjgpX_Y2vr8wY4z$}S2`Hny#IRWk3Yx2wcUce#!qU#( z1vy-2L@LflS2x9i`doxGF0j)&*;37RGXvWq7}XYaqL5_gRIKJ}5Mv4uLTPiy*5Sg*?$KDUJJ-xeL7{!$L~O=D_= zd1*Cp3B6;NTH=HXb`v?(RyMdAn}z|1tvcPob)bZR$Cg1h!iuKPi>;lXj?d;?*vre>^FGAJ`1gv+eFU; zGU|uFookjAqSAerS{OJpkZ6y;J--=_Z`VevO)K=yurt#jmhT#vJ>ELHe8r%9IB2sj zJj^KJY<>DdlfML|OiI=grDo=nN199}lfoa12b@q-Uo1|t8F?6vw|5H1Ady5!duv(y z;oO;%r5xDlh84vI`7soQA;En@>_=Wf-_ zC+*SdUM@g+*0E2VTP2tL?WgMA$5!V+)5QQ+IN(GQQZRD^P4FgDUBYxM}GvajnN&K(269`RTFGx5(sJoOq0TCcgwZ9)mdrdZp=vImP&Z z{?sVQQV}^&{a%W_B124UTDFnyN5;+A{xH6N;Zq@T;67-f{8fL6 z?h`OqiaF^Iom?S@#MHy=8@xWim+NCS&Jnat6j^^CfQtzONg^Mr`Yx;-|whYzXj&iJ?vjJbD? z-K$Ur)R)yZN1w?ii9O(8zx5+%Ch(aJCqRXU$ZvTG`3%8#S#^Gwf>(gtz6QS2?k8-- zx3dh(;_uT{QjHmo_(CWL`loLGide_5R1^#_uUQ2JEyc^g8f%7-a-m0hZ=43ZntXN) zfIkcZ8!xlT3klp^g?cPOY08!bmcD7zoSzBdW-c}G$*SWu{u#lxBynO?8tI}dUv?}}55l{qMjOY^r`cODjk2p|SNgbS>!07Bk9 z;@C2UFxZ}BFCCGT+=$qE*|x_T;9oRz#4+jwFT^xw!ToVYu6M%Gq#i~}m~VlW>Cz>a z8aZkUN>00sP;l;y8%;sVJ;^KeH=KLt?&wPRpK(+65K%m+oYs#mPFkfPWFlf~g)+M_ zdg66%a?i%hpA~L;XyE86#)f3xPr?&hm6kNFXYbo23Wx?o>*lG?!<9XI&8^Ty9HN=o zXb*zjnabEu=9zESPn7feFYl5xdkKB50&o=Lv0AG zLf5xSDN>q|y>hakPqVt%6igv~1PQzEXK88`qZOE4VeYCB$yj$o|gEww}T8jBGuj})Y zPWq+E6uTrn^HS9P+$e?F!^0?~PwYWDrh&IdD7!Qsm#xEu(FGr6^Nbn@1HD&nZF&BF zqxJpdZb1PXQJiSlXzMhgkZh!NOHc`4LrZE?-8bx!XJpVArLV$F05GY4RR6(62aE5x zV9Dl$+I_)W-+>t5EOJsa-(7PV2+O6j?mr5csqJZn{ykb36Z$cW6ci@hb^4OiXr!5-$nj&wBAYUM5Ke@Anc zVoAkw;;aH{#VrHc%r?o-?HL}K5lkg20UC3U+G@CYLh@$txRRZ_`f5yh)wP{vnZq?1QvbM3jsSL4MBMnx z&tNc|GHu zAz6Wv4W4qnOn`;mHm{H&Oic^*xPp!2){fe|NAurneR##S=yzWi!_^4Y2{b_cR>88~ zRwuiGmNEgMmP-*%6hb{+jV17#>T3fwIoJEh42?Rs)Mp~|wxDHzJsGv96nqpt?$F_% zd=@SylapulzFCTU>2^R?kX?`%Q* z80^b=73Aks%12y=nCROcjXyRn&e=?P-$0-K#QLPQ^T`!wtHGXbz>4m%Td<>*gfu+| zWn9d24@#?t-Zl|);QJq{kb6Z#rak`beBEA#mEc(4+zXHo?6EiYnO^5EboiS5Q*FTm z08jc^TArQl1X!N#-N%f0rl_C~AvGLrZ+~9_ZBb-6g~afHaUYc6)uP{df<9&6Q1t?c zgPg~fo{O)heK!ngTVN(MsdyKuu&~twxI&-&@dh-h;2sVjU}lii$anVa_Yfh}n5AWL z>rW77w1u7LeqwuBKh) zk}#_RRmhpUyI?CtyQVsIxp;kjgS5f$+!^Yds;a`hv=`)9Xyj<=LJYLrU9&=+8eAT> z`ad&rH8l2vqVYT&k<=q5M?|#|CT26$JA3aPo=WuLbfj`R-+~M~aEaroz&bU9avA=M zXv_W^QPw~9K6>4;I?2!r=ps2H*?&*SCO&Aq3E(@YOw<05MY*{O7+trsMDzJ;R3TQDt5qgSaRx% zoQJWz7Et23CCd^RSV784)`z_GyQsoejO%;yyS)!(U*X;<>F~0(xrB1f+fF*S$|3m2 z696n6EEY*U?U0jw`Pnk&wH3C|*`pL#$=$5Asd~EE5NN}yrwU3}nW8a3xqfRvU0IPl z(ODGNGyQcnJ#0Jo!i32z=%8D@rOo(!Z?H*55R!m~d71b99@e(Sc38KdBX`@fXlWTj z_6&Vrxxpj3?9?j(qDAz*<=o}|1lCt^z@1{DLLWe}T5ttz6Cm3t)7=uzggeM_h5u>K zyhvh8LgQhmyR|!l#ygCjG2~xSfbXakcB?6DF!ZYmjZ+`>Yzw@6F|giPm(N__JlBgA zX8Z|SCO#g@I9+d#i8|K6`eTTj)c6TAo)GHIbDWK3RbUhH>A0ZTaqOv?6FWG0(mZEmAUV8OMH3tqD@*c;ULZg!I@vhNBqJr{mrADf>AfL zF#_gnV-$b)gh#{WH56znrC=%(S@*t^dRezowE_b_#obx7J9G}x*CE@f%mgK0_|+qQ z_WOJmaZnEj3mTVi`vLVyfw8}$i`H8y3phM~as$vF{R2q=R{1g}DX1Lh^$6X#HzxgQWg9 z96dYJZCeIk)PIkxb%G#lj^(8-E2gsI)~EqaoXi1E<|#QtUz|$|$x1h=9m>kV#Tk!3 zB2P4*NuS-S-Dwnz+6IGRmr#tJhfp$?hovH~G^--A1r4sJY_?8-mP7iheD94Mq!>`` zy)%GbDLteID3;Epl{y;O{P+X*WR16E{!P3VW*5m1C2_I#imz`NoV*Jp%77Z#C$;%h z{CF+`UbTPwtI)N>T7k2Hs;;bvEAuJ329Ht$aFrrELr=HUw--4<0@S@T9gOWf230((p)fEkSNAeg;?!d;Fp;onzcbM&if)hLGX|0qMr{=vZ1C`NpN1h3leB2kuIn z>YgBcmO;E1MhX$B~8PV0`Y7fASq%AS{93^X?OhdX8+(=o1cg z?PdU|jjiB~eyte%dMtZ&ypd9#nnR{wEryZKz(%b#PqB_}wiVtS9gwAMQuO5$4SiTx zwSMB>&_t0`kj6JJP&l2>lkgUvTH5#ppmoIJB%jca$TSZUF!Eh3NL17aD{CiG`Haq#o2Y4-j_ zr(y8GXrDn^mq(=~ks=3TXIi5?9w@7eWfN0;&8-d8-3$P($!yHf<}A-g6<>ZBOJdZC zx?>`%)Fb`XnbO+cLp`-04AdvHc5HB>`^&zhEd5qkBXadQ7F0ky`FuGb(g0{d;7AOf z$v~;Wt-rKMA8LovHQTNZMsF`lhZcWy?2STy0EmNYu2r-RscMI6cuE}k^6lOYc zLtfAHCW^^G`B@>~VnU}%VrsvY?cq&HPU7?hxn3lDpu+im8~tIMA!N+_@J=ifJkCJH zhjwRcG-z?AfUgSQI#;2eI1%5wqwEg4i{y(sieBY=@_#?3cv_szsGhYNtVJ(PahJ8% zEwh=%vh!jfO`x&T#uH-+Hu2uWt0>$RRu_RXf`Tq{S!1q60Ls(0pyq^`W7b(s zq%6x@Q*(K7&l$QUvHG>{?G-;+BGt8+m8{N{^lP+;I^haZFZ^Nt<^|#LZ@AlWsf9O1XUC} zi_U!mLJ*Ipk=X0PW4n?n<1{-*2XzG-+Pu?$Q-WSAXwud3ve#-vpJ>b9np@PWT5U@G zbF}q5{J9JBxat8(X|FFzdI_P< zycMIj63g2Sv-32WWxjg{!NMACnJ%ReZNrS`vDk}9Kr?SeUY{0g4vDp}J^UV4PT_-_ zv2*I|ajs|&wtKXD1xmub%GZ&g2#^6Y8yfVqaAr9kgfDC)*p` z&+G7-2w;(q5IU+aAouPQ;)@=e5VE{HgoQ>-*eGhP4gFPOuckk`$nPDgyy?P8Vfo0j zV<4W?UTGXW@oFRO);Nb*%9nzHH*uveR5?`;m)kgrqG7YT03_F<&uY@^H*_C<5}UNA z=iH;&Vp70q)h&)4)R5o9y|kM}#wtJVBI}BbSWd&}pyB(zSMtP_P99enoKsCq@;2)( z;`IDeN*}ijfwNTmFRh)};aZ->R!i&$RWmmPjQ)98~&ss`jA0_S! zNl+6aLSR^cnA6I?ufB*)^s$+$(>R)>HXgmaXr2_Csr5=H-^U=OxV>K2;7gZ+t@n=l zvjuf6CgvcKzK%h%FU5mp`sVlp$(cCMRG)UMGcSy>EYRFNKLvD`Pu&I>0sbiSRw}rCOY60Z z*PY@g`(Ij6R}-hT@MZ^iqUZg>ay^gz(wdS=6h&i*7a=m$`pQf;g-H^T&$+<-z9HTN z6+erg-RR3(kEBodRFcR(F>oELL!*Q@b9CB<0*?R`fQ!F^oJbsxN1NjLTWUL4jvzk9 zoCb(!E?D9FNx)kAGYw;k^~eQH$wNYw;%aRGg+3<+s!l;x#dudH$zTOk#nqHWLefTu zhJm?M(6j}hkPa$vm#0ck#hEl`0i-vE9^k;ORslmISCY`ijV;+-n}XX)D@v4G#=?oC zw$wmi0vWflGYw{%UKReXWcB1!rc87!F@AYe19Azvp3ht^*>X>BuuXr}I(9lYD1#s{ zFP^*p6PoxX*n4P6y@n?hetv?V9_U~Fni285JvX`8InV`xPMj!zxPr zOBdSz-3-$=`)a|qhCFZDUBd=)fYQ(B0Bnc;*k)jDUb#IZCo^c#819N*ONLO=I}4Bt z_5=t#9aEFN|I|$X=f?WKx&93-`7FnaBxmm%COh|XK6-44lx|`H)RC?IGFE5X!pNT? z^S@#h=?g(QbJH)Ql*w{I3}z+?$quovDw$jbplhF1B+M(D79ghV@|9{KUYc>V<|EG3 zY5*|dq|;Sof8F;Y0{PQ<@(aJ-d;pdW7n#YW0#JvhBV}E(0%mBlQbRz2kfN5n4fs+UKu+CKIiN{^(zdO@zk)Vwq-Qm#NLCS| z^Lb*lje{rFyHsFZ54}u-4pb;7=Z&qC7{s1(5e@{PrWx zeIGTMfr36<+g)MdmP1uu&nV!WyKF>5nCR#yh}fmc4A=-#9wYzB zn*1zu3K+@?O{xV6y!%{!urnXaKMImye4a0;2U`~c=sbN0Z`q9LJk+gT2Do4M2v7xa zu7@ltB>@fymO_ZijB55@cJD*I0(zBYkjbQi>%xg`u-YoB;7_xW?(+W7v0V`YhZT_8 z=3x$YRxGTx3TKPS`ham5A!g+40~}XQuG&)W%WKV{YRp1vmH&aWt|A4*>`+j4zRKQs z?hq*Bz@)+L(OV=r+=D%GIXMh)xbB#-l|a#`tsfgh4UKofa=!s$eg8A5^h3!7BO2~e zz*3=|+I)SRniELq7mq`^GvNTD&Ny_)l16W(AJ8YFA0mLr4oWe70KnZ?xkZNU>m227 zx#&-Fm@xh+!1>=d-2ZE?#nF+3l)X-*3%)k}l^pa+;j`*YS8J{EKsRjryI;#EFmin) z$0b{VV#83T(9039;xzZBL^0!K5SOrd{_6hu81%zlA27kZ<9g={0CLWN+5-rL(nST|{V)FBV*rZY0DCE*@k?A52)Z8mM}% z7MGT4QjVa#P+8}Wk)67D^Z9Q_NdEoB%&{XiHOksZZqEi794%BmG=g#s5wEMOyE~Hg z)djz+`@-+zI{nr+Yj5F;jEDD>{`wQ4Z}r9K+_Yb@Ge{PZ)UCd-d0o2U`*%bBlFG`* z-C?iXg3$Mz@}5>fcTGIl_wdYO`-K|?AA7Trf{fZ_@65sIiO1y47g$&V)6&xR8t{(9 zE$N$nIhtJ2dx{&HU#T*LFW4e68T9A78C-ujCldyK4`{uFcWvhn&E-;IrpiG}WN4b?;W z!t!!0MU3mRfvPAMB0PLe9jTUW-u&guowm5YdRzZ^qgk+vV%lT%GuKE`rM*rL4Gj@P zdDge)dUEXNdq1XnzX>3YqP@- z)k^Z&T+ne_pHX$l{l{nj#f5Lnad()^B9HG53Cy61EFX@c-rwIJukj-t2Xkk9VSy)g zcxV@g>1k?uuurikv2(D$yRtsp)iE-1Aw|X~#V03ndV0Dph=%n;(0E&-Xqw*j=|&S1 zlkuiV_GcqKJ?GF~yL7grRXVMjzchov?cOvwB0()uRuN;-j>YQE?XFE@jT{{XtgWs6 z<&hDGY!s9YX*JgE&CT+4^SnGf{&+loWn;dtV*xE8Awi@L?C~)3tyxH{u5~jv&-f%) zJTD{xuYR~8-Gk{_4e`;f9<3h}|J6B)I##(fT(Jh9%h6Z)j($KkjPa2P4Go<{kuEJQ z1-7-d$@FTK4H;%@oV2pC8lRb&2_MN!ruQZi%$68s>S}6a<5E%(K?HXP2Y%E1P=w4t z&U*_B3*05)Uz{6`zO2hp$8UZ2Av2XAF(1p>_T1ZE<+AMp$c3RxYv#%cO zQxy2Mb@#cHwgC6NRL@1}>|e}{Kko6f^SLZcz<_g4hv*;w^p|VqzTQoHzSZNsEWi90 zFOMH1HKF>|fgwBf-*5Pp*Z1F1`tKzOzPFOs>B@2oC)X{5-g; Ld?)Xg;fwzP!tHnx literal 0 HcmV?d00001 diff --git a/docs/_static/img/compiled_autograd/recompile_due_to_node.png b/docs/_static/img/compiled_autograd/recompile_due_to_node.png new file mode 100644 index 0000000000000000000000000000000000000000..800a1784587e3e4bdffbfc42e7486e619fc6df5d GIT binary patch literal 583702 zcmafa1z1~6w=Si)Tk+yrytoBQp}3V6DGo(aB)A4BR;)mAhvKxj6el>vDNtO3CZ)I& zg531`zVrY8IrrS>hG%C_W@hb~Ju_>~yWUwu>1Zhv;?d%vp`j6~swlohL&KIwT~;_) zs2qZXy93lW0Qmg5j_UL0Oge5LTcD#28k$N}iUGEv-VkN3apEU=`+RlW4qO(|_sJx0 zem(Afp@JSpX04!8o2G<0$N$9Qxq%XeG?Q1~c)@&)03}7TXRU?7YSH^D*&R~3&H{{a7!7qr{QZG$veL!O&&p3~s+?x`a?&_+GmfC%B zxV@tJesIx2>uF`s#r<4C|E78~8j~xD-3i+=dL%LWdjnUc4F$Bwr>kym`6?eQF{P}i znfmZ;B#eX0-%98OUk*DZk{OaTp?xkGSdXlKpwo%&>qjb1_pa>n*&fRlZWx;V59SL2 zuJplBiHBCw_N*a>B@=@;&p45w%#7!m^ja4r`lCu_uR<`%bOCn1?=#}=P4P~OLjjH! zuSZBDI0s<_r(QfDt0IE(XUjaJAEUwz={AVbbC(&ck`q}8we{x<2TXABVFbUP?e%P8 zC@VM;xRwdZai|U1+2SfJkn}zZ(ITa&OJWjx@55|PmRQ!Xz?Pf-`7C_aF3L!QJt&to z6`6wYV;WPpeR6INKUz==(CCohr!|av1#s1=n(~C#&8Y?WPz9|f& z8+{Vaqj1Y-cmWk$>hzhP8wB`15sXtUC9_(5=Q_UY$u4qH3ap{zS7wmQ#`g*rc*{Zj z`-r`;5DVV3i55ZwwMqy1WVSjTI#TvzcUXzFf>Akc?aO}Y-BhJ82b;gFYH{3~yrOX`;i z+t=T3xU9zLhs7Pr;CA;FjCB*CPFoYH^9p-tUPRL2rd@GXgzw{Wx@c?l_tFW7E2}t9 zW<-DSJ!8;j_(^)x3tdY}v3a@ia(8O;L}}7sFptGw`QfbMC#W*VdfZs9KJ0n z;?lO(=GKQyNC=miIcQ@WN~l5RL{Vqjf2zLD#du-CF~j1alr?1~XwOzBl}YG1cWm9YACPw-Th$z;>6% z<$5^M^-kx3SO}j5_B`Q5D3%LFHo9Fmy9?$rn)mwe9drSCMjvbdD~^If84jV4;wXtj zAE~Pnb)+0wh$1tt3TgaFBn*42OYM^ zqx0XD5xomp{LHF@HLS=w$>u?y8LOobGl}>`=E3(S_CR5GQtuc08P;MHL>?*h{)?4g zx+E-2NRW~;rr6pjojNNj#cJD7R6jzr8xAJi?enXRmmn=&_gKcQT62-1fo~)oWn5Xc zqeFw|Hu?EM2QZXFh=Vn$H3vB~IFd<*ahGr+aO~F1ezUZ*l12F`8W&J4 z#{m0GHbge8HvBdiHdL*okA-UU6j^8z=~V-Z49Oy1sXSq>WZh@UVKQa+OaPRXeNF$; z{59-rQ8~_Q*w^Ipy;qV|Zm+j9hVAM&7Bcsq$FZLd>J6z684qc0jcoCs*hN$Jr*0^# z7HqwQ>CC?T&1J`R$pw1#`ZeFHj@O&7F~8Qop8I<6TDJOH=e#hpF*B4_-Kiq;l~dHB z*SDm1O*5-HUtZC@V-n4IqhhL1nV(w%_#CKH`bE0De#ZBA{ZF2m-I?mIoj;iz3>^eT z2OKCIk{#%OG*?WPtIjq|z6H98*uB$#$1uD1V{fhi82dAN=E;vY72ouBL-d=(RF_^z zD`u6-n)}CG0QbL(e6&@yo@{RLZK!MzZs31h5LZcL%xO@nVb`RUrIlCJSk>kneL%6I zwqo6yE4*Ieh*pcOzccyukaSgszy7s&_IET^^2;+#X(IwOF2{l_D4SjN^ zwo12aUasjrf{;3ISx|sP7VJYOX$n^@rFy{;t`R9jOLBX0Lhtr0vMprBd}3V7T|1+` zsHR5^zRei|CYkBUPRmc5OusJquIWE&Z+mBpUjN#bb2N9_b4SAu5Wv?FzG~;}$l%N` z3Uyqyy<6y+Wm&MQ>Su^Src$VXuu0v1GGaRd;1MpjFW=Gsrte)bG)u5czbiTmuYfMi zFBUEG)&OgE8bxbtmME8I7gy^G7cu8G>&hG3oV6S5=HUy~O`RL>rFUt5Z&*O>PS5LoR6>$1(nYos3#5PVj=?-gZyoC5hR!oFC zWJEu$jrE)Ii;vmTb-*nL18jpThvHpN@vp{ZOT0}lnhXx&4#1a$2Td~e43iA_GMTav zKR@4S*q7?2H&`d=O_%`dMPc`hwse6|laRh= z5h1JfU_)U;&d}PmnzgC5Mw0zcTc4soVdqokFXVsA53ppgobJ*3K;FaJn-<|+qd9Nl zMc5|L!(;VAQN8HRTdTK9TZLQ^T&}P5L}(wAc09c{`{?;mu!Nbiug=iRKio~9sCz* zq1{JFvTZVlih~AcacL1q{g9FTsqJ}sRV{-c zyZd4CJ_}!a?d)?fuzcxT>$`M{b)t8ANl`}emV%!09sX$;AGs!{R>nNP8%0W_6emLC zjqDd~dhS(@XKb5nvEfoj%8=LZI8iE4GuT;H_p5g+c?i42UXxS{nDblEbMmKMe|~?b zW^bu$si?Mi9>DIpmu8eE%Z^1@*iLMsE?YE6e{Qd4K^mq5+ZsazRE;b@a)*wq=gf&f z-`?#Z;)8IJ#f^#`iY8OFUEbXT;a3XXJ&j7vF|&Nv`olaOhOn3VW*0U>-pBps%6F|7 zbHVIJ>Wis<{3|sdn>CvEU?=alrSwdii_VUwOL>;!|Mg=z#$X!~z%D<~!= zJZ^8R9slBd%FrQeWbPRzvWco^w+k@^IMk5M;z=-mR2|Q zH8tc!$++J+{#uxZr^B_fFQtRdLMFm{sc5L^_yb#C7X zDE<=g3VB@qz(Cs+AL4Z(g}g4N6B1tpaX{N=gc=J^DG&88_ivV}QFagk_P&tq>6k)h zUXCzQ%az^r-o?x2;$eNWS`YV12MjrOl=d@fZtI3wU!kx@V->0Y@wr3< z>|pm2O9P$)a*@f`I}7k3a~1R1z;E}9XM8719l;^N4@i|q6YlXWY6^^u(Armt&_oH* zXl3$r2e`(APC~fGE8H;d$n~>HxBJQ8OI_VFK=JRLrO@Wv9x-%&h71^@ZIq$0`9AzP z=2S+MJF^8>Gh*&>?<%>f&cMuAgHrTooJKSUIR|UZJib}J!xvlw8~L^uSfd<@R2xH8 zTTM;0C#Wz_L4XlM~YG>m`hyg}Xn zd_JKrl=MIMhlwB1uu;FrP*>Pz^#7`jE&uu9ztUEyGPGxU&s9}XcRg!28yjbLdyogt zkNz%H2Cj>Wkvke1CHtT2f$B@PBQ!Mh1>h?~4?|52DQl1uzvWwyl?}g-lMAXg8k&rc z6e{Ut<6+6<dNhRQgZ001MM!RXiMISqwFGn4W{&Y?#FO1^ES80C-GH zOfqh7ZKYl+zW7HR^-Gq;-owL1N=Y3Cm}V7h>FSl z)z1G_^zWYjE&AHs#_c)C2_@+P`1fS}BmAF*|5Nag{zLT7OGv%6 zaR)hi{u#vA&Oi^qQyGE(E&G2;8U0%fAS5F4kI;YS{!adJ06ap@VQn-tc{EkUXRmx7?B(FL z8%$r{r(vlouyE%)XWrv-AOn~Noo?Rd7NE#hR`cDBL@R@t;#cen>Z9>5aS z`GtaRjw5_GW5q`)jU6pB#hl*d1)L0V+IGEv(7zEEQ|&NUWqY*N4ZDN}iEGQDBo5Zf3OEb#pXH8;}tND$VhFTBsZ^b_$;mfBu1B=&Fq>3j}GAJQ-xIoby_8 zvRiBdfgsnvd4#P82zHevVdFUt99r4-Vk;hcr>p*l3wBORjiPOPbuome`%TbHaxIDO z*jcl~Z*yj_f*AffU(Br6<@y=No8PmlJMR|HcIPJO!AIRNRJpKvDzA`crif6Ew0GmS z#BN3XC^jQlhZm3wb?GIvU8u9MUF!<&&)xPD_Hrbj&VO#|K0pJ?$`Ce4iG;zjveHpQ zmf_U6FzDD~Ls;*&eW-+ZWArNb8!TBbH5n&f`4l!2U9(tR_OUb5c?Fh&;|>kr)2O%o zR(bFG{dTVXbo@7&C3vc1Gw!kGQezg?@d~5u^;z}UA`21J|B!F&1>I}WLkO~PXWCA; z)@O5S#WLb6Y(2tTl+Mv&^ye4zN5?aau+O2tmwfy$1Ix?eW+`Gouu(7DUcz#U-i zesszenM;!_76|l5gM+yA6_>zeTb$pI3e)<<(UxZIw>PnOV)H*ia|;zW8`h^o4a#GS z1!CWf>Kko0{gyKO#qW9{ZIkAAc|h4;c=fO*^HF3x)QIAc_B5>*nfZ>+$qEMb%Rtyn zwt8u;y)zaSX(OO<00e9UPZtXBi8R~%LODwIedjVn%Y#H265F*y3b^B%JmX z`899Uu3Ce;Cosk6ZaMT~r=;x=)F{1{&N7-SBo}m%@Wm*|xISP~_8d7os5hE<2=OW$ z9y#BPmoxi$ASNj5cg96}&)~mj`GM&1o1a8;nQ7*M3vsN-z4~}UZ7Bck8M(HMWv?J* zv&YP9gN)fq^Pwcp zrCOx{tf(ZR+8433upiHf9|;It_K|CgC^H5$AQ138Cq@P^aH>eP5e(U0c~@RJ>eRGi z`yGD(W8lk}*wW~G&6FpvM~67`93eL+BL#qcOF9@zZ^Re_uks)J8#mZnel@6e<{HWI zUZojT+v@lTw6tzQ7JwwdzbiGf#3)ZKRuWfNyrE8Til5&HnSch}-@;I8 zFM7G`9>3tT8S4b?fCeHnPRFGu#^*BXgybd7qcJo@AohIM zJu(UM36!vQ6WFxkRqvE`n7cDwy5zAtQ*PHOpwebgZ6=lq2|zA_h4}?xBJX|x+4M6UIs;(ghn6h9>4+17JTTQts)t6|OO z)sG%1$&>0}Q2c!x#tweh!ZCs^iQfaRkUQ#nm_J#A)*WFylFAno27K&DO(~*?HmrOg zeb{cDcRD$ya8W-2a3GR7lJ|f7QG_2tW#-e3hi^pSNi~}1_xp=g&xA$$!hsP^ni2@N zS0Vh$spEWBA8lAcD#U=&6rLFHc!ZF91YU7e>vGMpJ0vJ4>Z!)nP;aw`+>MLoB=!cnu-jXn>0)(RIw)gMg=p`G4n2jd zg+gT~o*NU$%^capQyT8l7^$4rtgkZ;>6fL;j9H;J_Wxj}fGX)=E5LhE+0@bs9Oya0<;2I-$7a_fgB$IL;_v{%++ zhe|yyrNSUiZft={ABR?i2Qszf?g04+_b9IM7<_iq3o9=@texu&xDG}*!YHOKCPGIq zke4Dwm#fxIStSv9R+W! z=g7+BSkWGB50SsQ1vaHc9SJAdr{ar6)&RGPlC+*IuGKUVDnVn`)Whl>+l`HVzA)u^YeW%NqM2oD zdI|dd^UDVWHhS7gQPC#kC^pOP%A9K-@u`naoH)tFX1`>}AkllDc=nvUkTcvRo;(3L$-kZPUQ`u)d;I2ejosy@&|H1UHngshFi+DHk3nAl0^ zAWsMlvmj`>xpqG-P7+4F+u^d_Q{d}V{^O9kOR_HO8 z`L@c-)v^no;~MVFyKKVA%N6fDpEQ?%?@bNgq0LunZ$)Avv;&whBIM>xn0vGftlg>S z1qBo>2y7wyk(b4tkEl8wDdrAa4~r-BT8|MXNZ3SLHF)Z$VDx*I&p2G@|J)Et7NI7h z@~aN@N6Hc~^IcJ(==*s)Qbv_@<&|tHpEo zw-}_wUHx4tN7Uh@vT??KQ+0}OF|UaHl1ZR%DGYNL!!)DMn*Zw~V1WJ?Nd7aO z^w_UXD}#86bKq~h#-9}LUW+Y^zA86{R&bN`R3W@_x?ZphexpAL6l+pTNCkdd^kf;y z*k5tH18yer<$Ml0zg~I-Y!0M98{dJv%i+_USu{?E0?e|fkv7LdLhuPfl){{GCPxzI6{Av_vR+c#)#+yX zp5AJ4haEnhTvoRCUh$l>3FVxEHnl4za*QWr;K`hAhjuw6Gy!amfy$}_h2UgXW9Fnr zbC`tTm4&eD;c7>{QWjMZWABf0^sQ ztajv!&#%yRMiW1;N43ZnpFDf7gf~iGEB_vMwV})%o~b0QC_bX-eLiFUw(7j#4CidG z1vq(d7we=bci&!OAK?`^7RA!H=+~KR+dqYA+n?>pk*#hXT^FBUmt44)FikOn_dtUq zj#hM-r{!~ocXiq@myQj$GEH~!5Eptrj=eNqc=57qDE`WJZhja|*++0cDMR}5&3Xjm z=(zNuz1bX#2dY)%lAn1SUVD7y-7foe{uxm{kLvi>`E!G^ zmTE_ExM1*D_Kl!#%$JuqF;d&?H*B}VAB1h*p%PJ|F{L?g>;P{R;h@VDwVQ6;r=hB z{qHLL|N5mPNfId>e24$A|3)PmQX`TBZ{G3drJmCx7~HjxKHd6aEr z2wSpgl;J14^Qn0AZCK{!sP|&w4tWSd`KWogm*;cl5kw`j{ud2902D~cs4<~;9~HW| z>&9l}g>|BUt>KYzqa#qi$^>XTk?UmUvmS0``J{Ku$S%i5%KN~PzvJxXDaxNsb4Wnh zLTMC0r53gurx&*Bi*y@{;b4eIbE1Iw9`{p?p%9tLUif40xVJVvobs75+ff zn~s35)+1mE$_zrNCk2=d>#LlWG^4*bf9`six_ufwA2&?Ks9A2stn=%}98J&^zBIkP!H_IFvK2FesUo!3xaq9Fd#dEWL&TAEEtai)Hbl;>X%9DvwL zvN~q)nztQ?sxhJ#;*G9 z@(H_bsX*uOq)ccfN=>_3J$Ey;a-?XERvqidMw_644k+FLXcmar{!yeQbF4Vs0Mz3t z_qjcvtN(x>(30p+X?1(8P_;is^`(w@u0RQ&X9@Yoe4sq^cQzlK`QQC4v;6w%i&f*Y zoBD3+#PEq!0vg2^=TGS#rfx&*FqEG)E~8*Lg+lA29sb>6ni!u0kQd(`rz3AZ3Xj*2 zOHp3FRq*b?<(%)9;6jrb+46$d0&l&bI5VDrSh`D9ei7K-Q? z=l!LdYwESo|A&S65DP*ubyt(XG+no2en)Jq@{Pd5CB|P3+Ty}o@&l`U$+4VR}dqTCpbR}~j4MkdHUatC2WV??`(gcZ#nxJ;Y{@L$s9y?Z#3L>8mr7KjJ zL;WT%U@@-{;m;GIeN{ib4IS*bTy+@MvrSe(Q)B*t)pmEi>xA9M&nzMVYTe=J?R%aj{XrtWUMrpkp)b2p zUba!|p!MoF_IbpF(3(ZM^wAwZFj@8 z0_ZHRx=ia-CLGmerqZLG~TEicztx=>+7y_w6-Bdc3VdKH^==F0e| z7;Ri%`p9HC%+klg((O$H&S&%=1LnmUVtN$hPo30qkC9oPYP<=Z~Wj#lu3A2*<=;f zw|w=}*rXM*jV3J!M!DU*Vit-^SrV>RQ6?uJSE7MrG848qVl-X&PaoixkoF67*SKB+ zz+GXbDAuu2JJ=v>zT$YnF3(1zZL2(Iq=-Nx*Z)AW9yQAu#p-EqAZhJu*Js#(?G%aW zKBEndrI`y|vPqHMu?X{qfMoh6wOO@h;(*7SKTud!Jw2~<;z1Cl`yXmR0|Rnfq#Yz* zv?s>FyJMLcJ@&+sLVSEs+8EUFP4xM|xRF?q(1bOZC=n#N0W(PFC?H6e-Ta7?kJ8Si zBln?*ypmWI1S2Hc12 z#KebWQY8w8@vFgSlgb&AYJ!@uiP1u#M>%2O#RO2tHa%)7H+XPE z>E`6xEDNhn`>`RLOup*%otORnoY{>{iBNctI^SOT)h>r)f)sj&)Pzo)I?>a z)ev#&XG(;+{`!$`8!vky=zq{+hx?!mbWcXb50p-;>uWJgwH_l7PF;vRDFFUrMT_N$ zC|Vy0a=irt;I)Z!buK6=!z_Ybae5m}%Ua?dT6GiAdJqLa@8sok` z-F%VSVB+i}=21}j!oT0-n+}CJyOCVV71%WI5REarY4IITuaK8zpSP>aiul)dOV_uj zZQH5F(Xt`tbYhP7b6GSG-`*yio8edjcGtQ5Ki7nZt6lM%qyH$n?U;~wE?ID--pa79 z*I9(ye_jfK;_q4s4@BIvIr3LEHhGpQ9mm8tKz4gI%YRgnu zSmQ@Q3SnUdz-=(dw|9!rAuZ9%w|NoJ5D<0@RB~W647JF%v{pK@NAt>cuI;Cs{TbIF zloyy-gA(ZTT@Rjx;9>7YQU0-bUyo#b%69^m?C6YbUY57(KlEk4G@3e}; zKpg`NwJzL&k#eh-`{p>i!XUMmW*eg~R0rHQjvki=?2d_>G~Tq`S?-HFW*ujXPB#6WrAk?TR%NX`U3b5nD*}n}BPop6f96sd4rI#xzV1u2I^Q_K7AbhqoWG z7n0F%cJ<=eZs5~-Flz>$ZGQDM!q-3av}J8pI`3}}X#!CoE8!gft~RbmiesOh>Vf@~ zZ`?$?1a}^6YBfaSZJV+>-M*vPa+|v-Bjm(XZYuB#(ThJ{S3mT8gwW;{%JzuCb3HS>ZicY_1PaK=!1_0 zg^h(bbW}d)i!;YC&by9u;HeuIaMfpPQUeO}BvF!XwH)UI!!L4>$nSD@>sYmOf2d=^ z*asn6jMMlic~2;VmWje{YA|CH99b| zOtGV1D0gGe5AHF>6n%7Bnip7y?mB*Wdl+=@FftMMikUGmp$6bg1~`h+UKF{(OKHpr zmD~>{M*odYcvf>a$#K!yS$5ae)DGO-g9%hRI592)o;*jc6-FQD5P?8TIUSW zm84o}%1f4TDZGA&8(}1fQVQw;G0M*6u}6?i0y-;_z^MsADrUfd7VoR(WOd2q%g{Ni zH#tJA(I|b`INC91t87NRSlnheg&r^4WnWZ^LtR4Dv$HNFlElV=@o-lkjJ(or14pxu zQtHu4CUakv1c@y#RTp*Vk1&!I$hO;xx?(7S%|Y>>3~ z>9#vx4}QZy9qI0)itW#@KE;AZP&)twwFAIv7lzZdgRaOw8nqR6FwNU&hMmtl?o!p+ zhRlSTaP7!^w=>I5)<&Iw18i)ZsMa~DYj?~BBdXp082E_mUx@3!i$bF}yyr4VDQ`$GA8eUszzDJ$-l!BxRC-~A?$(UGy z4zm@tpdT$Ud30%eXwSLSlojs~f}tTja=VC5xlt@@TcT6X^u0%8uSbOhzp$9w!z~9M z6}Xr3K2w-$vxAX<>h>{+OoitF~; zXHO~TQT*r4*5Bj4%@Hv1yB_hEIIm-0k)M*ExOTCKCOdSr>@=f}B~sZ;^W0Pz1a(<# z-WERa?8D$yd1{Dto3t9k!51;+zRFK7i;>rPa}wj~O>lh@1G-kd>f+P_P6NNWhxJ$p zI6Yd&;BeXGG7efZUTtuV8v#wh|JeF2;gsS4jU1^Nu?ODZO#-sWQ`ImqQWaOgx$#au zcX}>{MnufWqDl>LgtI9It{2ow~ z;ANWFJms)+eeoa|gT@KhYs11TR;h2YP+9rl0&gIqhQv);jP?kC+)Kjsg9cna(u?Rk zn^G5^P;(C+U?j)RARwXIMuiY~4umNR2A=GG@Xi}yvHck*A>Pg#vcYL9o52N(=`!@X zR-qLM`7G-*UR30Kf0EXzQlpWM!jGJroK%4AKb+R1C!sCnp0pyjEFmtxmAsIVd3*CC z#j9-9mQ|n*c2$ED`qxB5F%E9%a=*FMV&qpxW*&`BD!8d~jHC}*bkC)kFH3Ax1t6IC zbJ->WcKIsWe`+=oi=U9pFdi+Jwp;Fe_@=(WLp*g+OXTUq$o@S(dLAGVkCSAQ&On~% zun-y636kS>T^l&Z4#T~;+@rM>rh$KV*$$ZiRh=pR6$-U?~H3Y$h5vDfRG2R)0v)N-Xpj7JGYe8&To#H9Su z_ddBrfuX109HDU6TdW-g9HQ>TL)=;HnoN$YZQlbFYt&0>2T&1X_}(8&`3nU+Ks-Nu zu6Ih+F)sNc1nzMs1}Z^CvhjSnHBZmprwQ(lzTw?1#!24t7v-hnYLTCU^zqlUwEb0CHH^vzCdA3>sq<+IscvLL=fmZz$$_maDTs8aJ_D-v1911)PYgDx z{HCq*n!#tpj%3N#TgIt(G|#xd2j?fKE=B0*4F1b-_fL4s_B1V{7BUEo*pPDq^;dpH znJ4Xlqu7iQ?-Bv+WN(SinbLF<7POS!I_r=Z0NWZHWjgGZ`ohTZSW~>deZ011l_FN_ z1hm8l84f?aBn8m;)D~<$1T89-(uzHB3D@ryk-Pp?_}KuKtE9p8PT7RRWis5qMoeK2 zOolH=V&jhME@;_j(Whl9A~)$(%pgciZ!0cUMW3FqCZjz(xW2pg(A?u-SyH%0m4Pkj zDDEgyqrpZYO}#@E^-lzUmhD_AeIk_?q=l`$2E~O^Y?6v=RLyC8Vm|q<$oH{qqUeT< zQu~JhE+YmsrIq*^xs3do6%#{O>PY5#yS$4+5T)&iu7xpk+POtQbYa>4rnbzJcSwsl zS&nvz?~#&dbXw{4gSLWAa*@9|?-i|9UcU-rvaCP9Y!C)023+$*;g1E36DuWIRCip| z$&G%?bsOduQ>ohibk)0z0#QbK>xShd?%kH_;A^?nKSnsV4DkXmtlo-3*F$#6bOxZ4 zDv$(j-WcD$1UY@sX}J3zsI9sffizq8qy_g62*pj<&wNeUnXSyyO!Va~A?p9C+<3=k zdF~kR-fWk#I9*jNU-m<}4=&!2<(0_B6Y}^QT?vU}KBv$r zOTs1Rn16db(g@*6ovXP^!MA)Ny6>ws1-@!%Dsl~BlnIj`myP4aHBYcjJlD&UDLH?< zR`LxM%0M^j+#_f8NGF$*ueu$+X=Oy%)4KSjH1}P2wxKoI11|lYnmv_O9Y4$7p+BdO zhxNzx+N}^vFw%cxL~NX`U%*+mNBl7CbVs|sKW*Qinej%M0fo2AqfiUMfbrvqA$>H< zsA*e({i}HefBkn4%Ccpde#3wiIvfFeKb|Lr5Z~8eh3DaXGxT7iN7vzyOwTWVxWRdh zdHUh~YmJi^n(bR1H8MvZuR9;c#$$mFY#qucPyj z?$lYAVutZ5Ssd8LCg6HQp8_?>1tJIIG8^N292gfIb|*N&UG-Oe3yM!CF1cpax4Ls1f)&5psZQ6n^P`<<@13fLy65V@m~bLIl^{X{9+g{>?_>=$zVVfEGB3L-Q#r zs-#|7-No?%Yznnwu&YYYeK}35%#nW9&Tn*Mmye3>vQ0qOVR=3hbN&HEpQlDHm9|4} z(u(9X{TX&Cd6%wZ=sq|=UAixq{p0wpDlv*f)_WtClq(i$aii=k8+wVP4M7zHTWY`w z_Yj0ijCSa;ZJV7i{7)bdDmw6;crp>q)4q?WqeCq19)tEzuxsw);`7JyCM0-#M|jkQ z+U|TpAoP&$PTKbNJQayqcRI@r5~>xIpq8L_ZI5+^(5(63Ewn1n_h}dio)I-X{=Md zUTs$Cet7QlTYiwQ?P~oglUpP8L-w61BP`;tUcJhu!lZ?IUf4#Xj9Y4|yL?1)C^{gs z3WPA>wa?<^j{tHY2b3iiBzf#~TMp~cBIF;N#TT&MkUff*Io*B;&|n%J#BJfI?blvz zSd`4-@9OU#RX%!xz(LWGn$hm`a@eQ3i~dfG>o^>hO-F`zXXo2gPK+h<>9?FAcLuxw zp%Ni+dnlyCG}2|ll7#~rI3+jZ$-ELP2X4*}_#LRSEj3=F?ltg{MvT;ZJgI@+^^`}F zfq7I!g7%vNikw^ORB3m0o;n%mPdkJ!{N_uq0yVGsyB#i>BQ69GJ(88jCc` zPtukD91mJNi4zX0{n*Pf!4?It+Uxd43PGH23U_ZGke$#>N3+#r;5D>v!pe*1@P^xqwRxD0n2 zlg$4iJR!qsMw4cj9Kon2U0mF7jbyt*R48Aijx@<>UUx9MsV>KA zt}RZ{N>T~~En&Y_eDD#iZ>C0>f40Fg9V-0fdL%fQJ*Eya49GaKDI$PESTkD_vX>@2 zgNhcc(sAiqk^7cjq86#^dG|M^8DdVEv1UZS0#Ljco22`+rg+AZbK6*nr1P?b{~c3O zcMXy7Y2tUx2r28_hn50%$4oYPq7JFCd2>RKgnW)H9EKlsvnaHpRD5)R-h|*>Wt@S9 zuLMxjtBr_C>Q|wZGEKq*92Y;v`tbcH8d%Wx?|sL(E$e z4(nly(R3lNV9H9VxjSz`@N$6fjPc@*nq+rKXhTNVa1~*Lci8+oo2|Q|Psi=WlAV{{ zNicQxV2}SE|2C@!D&n{?r=YS|Yk0T1bM@fPDq`tuXWFS1oX&(}!6^qvmsdq7on(!j zZ$G3Y*a?;L+OwAsKua>x4Y@~Y33iwJ1sd=vchNoW(&(p3@UtN3NlC1`AY*X{ws~Hl z=8|&Z$BbSR!OK6YQrv6w8!OlLQc4j@#|902dS$jOtDrE>Y@L9ij`K;H@x)2__WHaY zPTot*E6D6Zy8eW*Q306tP){kn$8P)*6@8hJA#AsJ9PUd*SCVcm|F_ckZY(#9(52ecQW*0HSuj7Ovx9SiVEeDzSUe+CVRBRMu?+ppm&|=(H3`m~-SWOMGKiIU&cH7`$ z21SwbxAmwqwr!p-O${pzS6$-fz{^X>&h>}se~1!@1oDHrKPq%8kUhv13Mb>IN~@P6 zWve3!Rn_GMqx2K9&SvhqZ_!v+i<3i^GkD=R~nfig#X)@Y_*Ag6Ewu0jnq1# zea7#=K6)?E`irFvHYmjt;yJEIK(=nUWKpRv;t*;HJ_vwILQbtzg`EH?J^`i}D&ng? zg{E}2V_6qbEry>#PhD@adjz3-7C`+0tIT(lH-pl`QFSEVSXq~YD1x>n3RME7Qnmw-|U8exw%a@mj3IkC9N~8vXVu z{Xwd~3AC=|@XAaN`sc6<-3Vj)M^8BZzORzy&QmU30h|faU$%wKZlAxze5MIpSAJuk zG+gkBu6paa$z_H~n!#Uwr$E(~?5JsjeZsc(x-JK^BL<08zGUPhboJxs4kBD=Hg4L| z)``Ium#ITEhZ~P{%3(Mka8d2>w1LpUz2mD?njVP-gla zyup{_El$=#f_k2q=kHf-beU0xFHiVDixQk;rP@A!X@o}*ZA865r#+JE@%T&Pz3k2B z_;_@O0Z7%TiMis=Qti~h4B|kIFkD0vDarTh+n@wM8 zEZsoh@uMu+c)2^DHg0(lfaJTd*aAlh^?&O`mE&oN1mI{tFJQ?S<)_YItFCakPH%*= z0ZSJC@>2W4|4TK1bIMca%&Kx(yT+X-fy7vC%Cy_LJHg){RF=gNR!?mbo6wI2l5ulut%bYb)j(**z&kQ;B zI}D{eE*2exY4Z=Hak`j%szkP=CysNd)Xl&Mk+}i6#Q{UGeFuN_hO^V&#Guwx*baFJ!kzT+W;ds`H-(of}|(OYS2P@J~%I1W_ChUJQb7{v6m#vb!-zi}lTL9y#`c!8!)i_|E z6_+1kIa1gT+2>O2K!s*=kMEAO4^dI&UA!<&#x_Tspsj;PvP8xeZnS1EQadP7o}fQL zi=3)M09REY{yMU^sRQw0s4s}R*#hJ&xKr6 zY($tP>21Tbmb&QvIrmdWh?@Vc2qS8yJz;ug&}JPqg>F0^1zm?5db$2~wDMTpKA}Jy zcTy9q%2zKssKBWccL2?s5JX(-B@|lljrRABeBa zpE4Q)5CZot#M%$Yo6|k4n`p^v@CDj`@E=%H&e@&5@Tsub+%;xQ2aFqZCfKTe3n+@R zm2!P#g*@8!CsC0iDhbUTDEJd#D!;AtndE!;a7<&WV}P>!lJTA7=YpW1EyjFL?$4f) zI=$b1>+1s@q=xH-87AfX^7-O>osA%cQMH_{=nXlWK8B}jLd(t^?; zEl4BX-Q6Mn^Yfl_&p!9Ro^$RP4ENX$*qilzbH4L^pPF#-(Z*78)4(d6i4KGQK3mx8 zxfzAzn#hXat*45!6O>k~TJjecTJKqZoq$FA{JJGu)5lmino_LtHA0-ixU9BLi2)LW&~fZ3rnYtJkiZSa@<%B*?QABsISPf3Eb{p6C45s~H80r@zB73iip#fkok>jZb%8 zGkM&KkJ?qa|D44Q0}jU|{fr|vLd+Ua?V;g#^m)p0LOow9ZiFLrw`|j{fH^zV>r2HU zyp_c?%1HTL02{_L+&;-Xzefqzd!$<_U<_N3*x`{z=RT)Oh4qx;#22e>;IOcc;ndZ+ zx-~#CTIMx|+U(LE7wNVXt=biGi|1y%ow)dfoRAk~B%O(o#l>4xc`8;&8dyR}leW<0 z`eIDuhu!bzoiE-XwjWlSlLmXik756_++aBG_=LD@y1b6qx^77U{RL*4pXN#e&tDb( z|3iWJ&$>WVnY01ga86Xy=tseEB#QsgIR2ZTf*b_H!Wb`5s;6I8k*NJ2elD*T_Cn!V z`E=bINMe;Bc6Hj!run6-D^+ZUl7b>6(_v%y*sVBC>?B{MkQ-m@vc$a{NKF#KOm5=i z4isdN_AvfU)#_MT?&A~h>y&WL4N4#d9CqJrydHe^x~!YuxZ&q954+|UURKp2-ZGP3 ze$Lum$x^Q9x#fbg9&TXv;*ZsF{or!3Rq_4vLkijl|A`jRhPu3Or{S0N)%i$6rxi=l zz5)wZn{0+)yX4K=;MFm)Mfa4^ehF*zy`Bh!OcPr6{W8nIB~uvg&~#a#-|YY1CH8Fg zsoWhS^Wg%sX6}>A%Y)u6H^%kajfHo@J^ra8E}zbT+OaHWu>lj#Iq;=Gh)r%1dUF}q!NiO~+SwKq{|K`L8la0XZ zcxz(B^2?a-nT%p`0A-!`29oFr7rAALHx{69q`u%u|0!*%Xov{6?9&jd6-gvftA-NbUX|6w#h1YdQG0AT_ z>ngi&evfT9vJ35Dv2wR6A_0{fyHxG2pIoG$m;6M+a*w(j^k#nUUq zL^0u!S`6`FQ=wen&XMM&L-}>c3=8}YjJN%YvScAD>f7ZvYsViEh zO9YkJL*hk$a%(P_L}Ua^k;-*7y^F)Xe5{WF_palmfc504s4LJhDPTZOQ^*s?tzl>S zzB7X&XN81KO?fjJ9Z&FU!j%jwab!7UM=D*h^IhXs3@$zOA1nD{HK7sNq@REtXWAUa zIqsUpJYGf^TNxK6rHLQeVA>Mnmt$V6Q&-UE+MgjaOz~+Elk{<4k#>znnVkfYIjnc$ zvxNx>hnDHI%gUWWAb-vOi!^Np$ain?N^>2e79Aa2PYfo>_W9sWQ6r6tSb0^ zAo?uRUe^&T&@H#+PR|bK~8Mk52dbK}rA z$HBmPQh}u2&-he&ofZEqPKyVlT(j#^ezGA;iP>NdN#sh(o1PM~24JH5eiA{dl?o9A zgeD1s3Q1-)A$rsv_1xHxzUNRQCpp7JjSSa3Xp|_&aI^$vk&OJ4E;&Ytd1~psi81H}o`C(r4Ivs5T-iZ^ zyy^E0+rDKxaMo;cAN;zS`BgTOWQ)8t%{AXO*l@YTndABEs#S4ZUQIF7?g{ORn*KOR zQ^@3KsbP1o*e^@SEQMwMxb7Y0gYoH_IUdv?jx4r@tMhz5+Z9nnu@GZ4qJ*pB4FIFY z<>JGw>~Z6mJ7cKDdJQP~fIsZ~1S%M*0x3~B&|%iMB3IzcE0C1UVq2{zp6#&^ zSGyB9K}M^a?I~6~aRIO_a`fXl$uB^cfBlj7w3))Th2S_zqv!3?rb17^<7cl$E6;`# zm8#`CQN{GHIRVw{GQh=581kY1oDcosn6LE2S4+N?#D2U_?~_p1hd(1*DR^??=N>pK z!-#(HSq$?AP`c(F?JtqKh>;3>yWT?M#^-jr8&aitPTq+;Yeq%Cc2j|+(2-JQ8m#as zn>GptpD9QAy4IuXt=wk~i6#5~+2q3<&GW1{Vpdce%HT+{yUcsLwE)a?+>m#{_-bjh z699yR6!v`*{`Js=RZ6@)p+q>EE2dYQ`O`4tu#>e|tNn$HgrAYe-?IRIZM(sgQf>Wh z;_8exZyY}sK`_e;Irlnw$c*Yu?-8LXyd&1LZl@>(XYa9&;;6y0jw$eH@P~w`wp@TU zFuJGP^w5o4G|;o}D7pQ-C)jr{U`l~%jVCPHF3T@CD%OQ7Cz+hj{1sPZ_dWQwNX))u z(wp^&u9*cJhnaqhKev+mq2lvA;?3MGXjsVIL3*ST5PcVK5WBh$tDC5!4ucP8M!Ene zqrEAvysQAjp;1T9-A0`R6n}GeHgtZBj>WN^W=W90t}WFDP!pr=r?}+79?4y0WDUlDgqn54K$2~rB1q@KOI<693BWoMpVl*siXDi>Yr}VpE9u!uT97{}5qjbwY{fW8* zs3x|l632LU{IlZ`!1n9^o$Uv76$dNI65Au1D#u=l<1I#dyvfQdFRsR`l!K0nQ3ISe zSNtROKZz6lMsEz%x*&u(5Zf!jQ=1sC5Kao*3ztUmx+TnE&Tbt}l;k0t6QI`h)b$!s28#>gf@)_uy}*b}Q|HeQ z)E$-mCP(SgV$C1Pwa)TKw~;aoc3O-kvl!z?={Ob}111&g?fMJr{LdX3L&KV{tuSML zbKLgBMcPhC=7el`f{CQ5UfO3b2DD)5Gg^|=S96_@n~625uCzSCp(;__^&mJd-1Mt4 z<*O=jLzTCFAKV61G_8y>b1gXv)d;K;<7MQ^Z}(lg0mF^egS67GO|Qb|JH3yMPqwED z^;|&m0twY=24ba$o`jeFH{We~HyDLB))i-YtnQ?+f^O|RN@^eU$6}y-`H_O^N4{X7 z$)@~Hz*5EQ8wD9O)(Bc z_JuhV2o(M#sAY}s*0c764=G&*wp8cmU5PgtZ|s3a>hwu6o3h$Y`O@mS5L4C|2ul`ThC@(fhfIO zq*fRNdPX9@oc1POH(=IrpRj$DH08~bkIQVOVB@u0{Fan)P4!{91RY_?jk~;F1YQ|u zV`a{=)4-Q2|YY1uwsepl`{iXZ_5oB^{yy|8*)B5jyhRh!7s2oGxRy z3cLVoMu0KN#^-}>L;al!Ag*(XR1o^68*vsL#oE)_WmV(2b;EtVl~mXA@$A8qjp4$r z{KE^{)2K==cD6$>#cQB4AtFGSNU+mK>!O2st>w~)y@7e!J-ugY&JQnt{MlHSmO)$6 z<7oA+%EUVuQ9|95st^pkTGz>=*_z(o>Vq855nrWAeXt!5aP+N-nl?Y;r%Tv?bcnH3 za;IHwd8)`1edL<%{=jF8kuF1CroOMRgsU!$x0SP6vas$5>Y+kSfz>7VFd;p~!@XdZ z*ILL~Z4Ow z&Y;1epU_diNAQIA8Q2RIgvIGb$bV)gNvhMqaI3AuZcHe=aMlp~7k2V?SJ>nQ1i0B= zvaRJVnP0%nR)&jry`O9L0v_v{ zrdIn5YPH9=Q@-f}EK;*^WAXtVd%(_RXKq0wmu0m+IvxVMvs)|hF=Kgl=DYhJN5i^Z zU;&A|W(Jw>4R19mMj)1r%s!L@0o;L_Ktpz8YpC4+h&=e~pq9r5qZ>w%$#d%F8zEE7 zpb3%M4G`~qaPa7>5U?3aeJ1M_-Vwnvm_qbE7{TTy7)_)9hQ`70WJyG!oK2AQ@bA2v z`}Hm5RS?Ed!r=)`byZtmCM**c+Cs}#@IMJMEKhKw66vt1m3%cPrQWm}%n2RxkNZu% z>56$We*rJSkL$+)hwWW%wUaI$)ra-5&dxHq1s{mb)m z<37P!V8rU)oont6r;+OV&BK{q0v_&OHI$d}F6;6c8#;|Zz1uFB{BE76y}Kiv0LcZGELWkZ1XF9T~SSg6}p4R{Y;tNF*uX;ml<1` z_JRsiTq**<)iphEa;>8x^+r9ZQ&`D61pinT?XvFFS@>(<>nToskV@vE_UTn1@y#Hc z=(`xm{g-%wVu8Ui^Ot7_R>Jzz^i7vC!6eadje+^ck?013dl@gTsTD&E(GB{$Z(T`3 zgYPW5ibwPOP=@GJT`VJ9O39r@9n6+Xvm5EzIM;Lk*sqJr$WfP~-1IgHCSflyQ{}xO zII;&U&usqa!Ur@x84-vXh?s|%y3vW$D8LoTf86CNA?w|0m3(|C}F|W&m7mwR^K|J;#kr; z({@4HeLKDr*B+sjID)&fYWmi_DGvgBB4BeFp%YV zOY^fiaS*f5t#v;cNsQ_-rXmW{4O&xw-P5PC zE#dUc)nPAsQTf{ktVlxexi&qiO?Jg6-(C4}R=+NwW?vu~sonwjy zCakPizZXNE$kKUNE?5i%Q>ktGJKs6Mj2Te&1O0YnT%>1gG>-Cv*bw3AKrEXv>J?d~ z8HHav=4ISeb7UxOd?R)~YIo+`I~saLhD~%fmzme^gEN;*wW#u;i|^iA-Ji!j;#<&Y z=%T?`SU{aUtEEViD1Ay6ZG|Dh#!wZk0nsV`40LA*O!4f{SV5tQD9jDXyBH#-@1zNQ zDm1ODS~>o2bPE41Hl13vT7}C0$*4%q|7KJQE|TIk&?;&1XZH8469fa6=yAnTJ=mFh z^v?#s!&Cy*cOl{O^z1lN{@IDyhUnJY$6AMxmbWD$xq|kezRNq@KMM)fOd{&8Y|W{c z%-oM_C%Jtsf$GnlhMi1W6P7rFJ+D6Y4ys}%$OvG0gR;`$g^He3bE-h{h_m6+&cYhc zsypqAjoXdew0PcWUW^=W=?{7te?_aRU&o^`z@@ zr>PycORz&{9pVH3a#B-m{^0R#LENDKzp z@+7zY4r7q^qa@@vATv_!U~vHYutac{)k#YWZ&zlz0Q{1t!7XW`3UDoB2jT&^El`3uK~1uFW(wob7+-RM2ekac+RyKEWY#CZ+rcEYliK%|-rsRsQMUlmnsn_$b;1 zv>j^cU6WOaZYZV;iZAd>1$~)3v!8uNJZKSa30Nnoe|jY!2#W;^XjsXt3D;l_tS8`YA-OA z;rpM0K(RA}V#D8{r7`%;_(McQK#pLSNvgXs2rR(eZ~(^k1eTW{UzO|EIBXaLXY!ki z8zH1@YShIV0!7nwHc;jS$d<5jN&SoWHo*^v^bvgHSuY4~NRcr0fS412>yEqT*8912 zvg!}E#0!3}rjS2X@2myE7Prcy$81o3y(GcaVNR|7(|i5reHTvQ{X1fj|IDKQHLv9; z7x!0S@iI>(b*=m+DTq&?MiX8G$d2wP=I2R_^qhd4P#FYgssTQH+(w59q`on}@y{cl z9ntmd2GIt<)80)WN1;z;Xh)h32=V*^bxoJ+`fwAsjDBWhyedYFBt&*WM*PVb8yWO+ zxiCull(~B#se!cwL3IV-WGIkPcD(`sMJf|FaTREoanJ^Va7L-NZW3~k`|E~7NsEKU zx(y*GOR>7vkV~BhLcmH8fLG&*!lF3>rQUKBbe|^ESUON|=U&18n!n^)m zq3)?COkAj#D6&X0;tOQjWXJ8%-;0(JaywIBk9EzR!s_QgKi;z7T1rA<*HP_v>qc-} zsQvlG`A3~fQ$=aPBKxytc?P5{})N)1` zZ;*1%{^I)}9hb0$r8B&%8SkzHN!Jl!+DuAEqJ$UHwk-zbjFGnhImZ3x1YLH{!g z_?PucOyT_lGY#Ss+pFQtByf{N0`8}}jzp|q@N;5aZ#L87Z3CDjSMl9t%;i25v*LXG*QrJ}H((WG3rAO7PQ{>Q%g z%SZYBmw8`dEeczNBzU-NiY2lHIR*sl#CDYc(iiy%YfZ7e#+akTER5D|iPXdLRt?vp z$rWkFZ&KvY@C!F(2}b?h%DjWkbCr7beB{hbNbf?N~561A_;8()cNyk|qRqkQeur@cuD4RRn-(fCq$LXktaSfsCTM56^So z(d-o68qh<=ZMM1<pFILx=n+u4 z?RxV)UPr&F@19rNbha4E1w#ed0?!8l@_6t!74Ge>d0J&DW#=DH<;MOAR{0%1)FljB zhE2$6`L(+05-^REH^}+B*tDy8Gu?sm}K4Pu(ib_ir80rpw9Hc?Srw_N)K zIl%Eap1T!WJOJ;G`Epmh;dfsf($Ho|oP2{ybQ0=u6;nm0a)R|LfO0|w{S$f+vOB3Wfc7J<+w-BX! z=#jl&g{eC~5cg9b+IM4!0Rrw8?vswpqzmSv(|{^~gK*!uZ(kyo0yH-hP^3~qudgX7U=y=g}vHBeFDBPDA8 z4Lg8JgITl637%CF$Z|NT)IZt~9r+i0*I!F&-X+XZxxwS-=jetwBTY#RwTU-g-NQV2WO+Tm%1or! zF_gB6*R=1exuL9|!akc>9Sxo6Vz^WRd}yWXM@j8zOsvyj%UHL9dQ>L-bd0_1KdT-= z;;qu+eBuYnuVHr=VC>!H9}4_Z7gG-er+9?QqM5sE)BQR*-wF2eY%2Cvo@Au74^4da zM#p7%B_tPlAO?>1*W^_# zm-yNy6bZuIxB%;YaQ^ZXjcuzlnzcKKnDs`JQjyU2eNd-(K>U;{>N5YEn9h8P&fc*N z>D2$IAqw&mLvy{BC#G`y*?;zN|F%A`DZE)QQ^dMc{tpv6RP?7|c_=@~S#b0IYr85B z!){Or_J!OL{!$P*bU18?kpM96E07J5=!73EHME z5YS1*exP9qLj7F8u+t41*c8OLNwPx>%}z`7wa=Dg18ty-?c>d0JrRV+n6ImwWxf2+ z!7zRB9Of47NK@mqV-00T$%c^WKM_59RR-eGa+9S$%mQ{BYh%N zx)lN8br7o-69>dDzk}T3fe?*b0cKcKIgefTw-~rY0APKR7MzBBWRF47ekAg})mMaI z#yHU`=KBWbQ4gfI07G$uVhWz%EXo0Z0TRLBZ*)0O&xBF`C|}W3JQV05eiW$l5G`@k zY#QK+p6U&Pu`EQ_MOXTB=BKjGpg8gETiL36@MtY!OC;sY&bZfxf6 zT?J_5CiVb|jGwy06eKJhW+%PssNWXQ+bGYy0F#{vRDs-)15jB3aQN$;F~t`eK?}Zl zrw2nlxqwOfeU<>(#{tL%mo}0}{Wmd_;;6JGI_6#+y7iOTO>qC8;5b}*#ty0!H()S$ zK%AlO@S(uiE28EmE-`vfjJ{*((=+ha$axPqfUxoaJdJoTQI4g0Dt1Vcpy|?ow>|C~ z(L#h0yFp=TNw#gba$e8WF9Qh>FLY=h$9B%izYu2GIro}D0s$CjRo9p{)rBw68YY5N z$o^XJcj~s9RJI-1vMH1$@}@wk_pODasW(JUNC$*y{SM~`Ez9z2&kIeVm?x3{CV@zv$oGKgU0Jl07Nh`WBdni&=p-5yHCQvezaUvN0dai2-m za0K<0e|VPtNLIKUBn>WuhgDHr3nUN5AdQV)M{YKNe*=^$b`SmAne;mQhvFOfkA=&P zp&Hhu`Si$NRtwkQUDcX4!idB6m})rucY$=(`?TRDIADJvpD{ zXdiaS2vBe3B~t5GM~dEf%yZ5{(-q`#JZ2IvN^j-~SEY)0@^{2W2ue%y4F~$c>@V7n z$h6i$+dItz1H}KO&EOX+P0iFISqnms zat$&K3c~5QNCJocN?XH=Jdv)ofF=2#e{BN(7u@t~95;cN-MfjscBS0RxuJ6`jjXR3_tl>R!aOJHJsLjo300ZM(<#fY{%l$4K+NhWiOk z*9D{%#p&NJDTnSB7~_#8`1bJDTb`n6m=q$Vz`HhHW zfT3t~^$KW}#(tWl&On5HKzRv>20lktq<<_XD8x{4Tz&$V^{ywQr!r`ifBAi_X#=VJ;POg z-Dumz*$TiFm2AA47D%eyS!im9RnhR1mC{^K&$FOSG^yIxC4-jCz!80_<93^jFmh)u z*b+_o+>^iy^tGH8f&w~q|E@Y+-c_bgl}|h327n6dk9jtBWV|WC&lRy>r5&^_;)$@b z1Q-d|=Q9B9jBvEz12Lq(L?oom_`LG$6Py_-OY9?qkqPQ%>5&e=nnI}}b7607`fnJO zlBH{k!e|VC#K*Ip*NkhM{wTHa1Q@(YH(t{V4^t&cNOM=$j_)lME@*+LPrUL8#5<~z zm>}h|>5=AOSov}$&U6>})Y-x#Ju$Q)L3ypYHc9Y3`C#L1NOk;~7bx`2`DAy1;ORRK ztO!AmuO9ubjHTIs!SVkjln9q8`i>VVp=oje#Xg6RcRKr zJYJDpW5#7IZaVbu;+@4?C8-@ynHVhksU@V4nX>-CP5Y) z3KP9oxMIFeBkjfYn908DUi+xRh&@Yic?)Nboh`vvNjB3JUuj`^q+k?gp**aRpv%Vt zpz5s=B(@|&k~YYA@q-ykM1CWO8~74#;q&89x!k_I(e;q+ z3qeukrR(oYQh8O+AF}!yCJct?W}$4;?_0ZK-HRo=Pdx^X7tYaV&h-YdT!^M+;GtNP zf*HvM9=CLA!AQfi91g5rSRRXh-FL%x>+5W<2HIK!$90TZUl08EyKS@!m>SdpQ+#s& zreh)MLuZif(RrQF(@cBDaXaU(M(Va(i+c|rxi}g5X=$mP{J)tFu+hEE%}mgr2W70a zWUPUvGlGB&bC8fH*3`F(PLieTCyk&4Yq;}0Ar`t3+Fhbw-ssmg=5WS^iX3CI=;sFP z2p09RiJqqFO%=l2pB zG`_Kx>WI1pVa))YtC|F_v%dcT9~FDxsek0IEr$<(dENY5et)j#NDQP20^Nsjjvx@d zkx}{-H0Bc)dqknnH`EVFMR;OxQJ!iH@9Pv5E%LofZA8{qN?(wska+fBWQD+r{Q9Kj z-Zlv(TEB^2F{`XUB2dBO0#|xkB5m3WSM&s_Jn$3*ZioeHV$|EE=5K(E8qXIlk;m7q z-E;fJF4|Ved)S?R@S(j#uD~vv_~lOLlcMl5_M;Z#K_=Y7O`?WfDgJ5@8&&q;ndiR& z44LFG=CdiVcmjs$(NIb7)HmBF*A_b>L*E?Vc}g4S1Aj}+gp&z@q6?wM)C>edr0-fE zV$iZRRj+6n+>H18ck7#O-L+$n1|^+J-s5k)EIAnL|ZIUssHWrrGjGjK+389ljEr8Pncs0URN4$ z8daep6tgm9*v7~8B^r4Yxn{A2mL6PE@8-IT)6QaJ=k#wP6eVLd*~YHiA(4XZxJ>%mVzD8oMWnT89hjDpeE_b992j?xB0#y`*zs=CUCXMsZ(9- zA_y<(XvR529*VJO{M=^?-0)T4s?XbJ*uvLJA=bgmiCvtAN@Tqmbe+r>DgzPxyHrVt zIdp+St%-o|Cu41fq@424+2r0bYwfA3{=3~n<^3buhi&^nO6p+LFzoZVXKsq?N515M zYgo4v5zAerKFk<2Fo_~yP*KZ*^V;>yf-%<$GpW{#KS?3U)_~PDRr}}$|CZrvhObV~<0>#vp z;ehP7=CUm0?j6ap-q?&&7OYf*l$%y+Zx2r3vLnU1GxHs{K1u?kzFSnVKPj5>y5;5R zp1Ln>7nbmI;;r_yG%gD|8hjrHTNwnaqBz06Yo6+t^M{?i5v1~TajKU_3+PQc1a6O< zy9{swxhQpr$3c6)#GRj5D7O0nzY_+u)%dxj)xH=N7JT@i0GGfu_}xZ~SEJ zt*95GEqwsCUe;QC^=}x^aB{SMbFr#cvzhrDVm)zEnPEKha1k0ZGH_Rs1T{7dnRK{c z3D-N&D8BmK&J{cXJPoXLQg>VFF|^o#MLE(0kl?nyQI&0$>~tp1F|gS=Z%5b?(6t9X zn27jfxJ}4D%7j~8nb#`KWW=E$nTBI~Me9@WdkkHqk*|A78iyuxK!kcPczpW|KoL$! zL)OREyEJ>Ba{F!_D1P>AK=`+SlNgfU{rs@QbPh7CUBi9Adm~pV)f%prF7NF{L?a2?Z@_pi> zi}3g$y$AYT*8a(%@yuy10}8H_-39((qShpdntQ2pOBT2U1>g61i#L0oJ8McHk!kf7 zBOF6iTiqhyBWg$QcYccOt^N8PPo$C{gG{Fkx{(c>F^W^9tDH#72NeVwWQc`av7a9d z&>4srpS;KxZb+KVeiSfRX#!qP(YEc|Ij;PQ{NfXWq7z<9#}%G!tHYmwlzXOMNAu3~ zwbBpN!JjjLVR-Dbv;(f3iyjRWahBEBDy~|-&8M2`vV2Rz^raG7P{oS()ZW)Re?H-- zjKj0i&dRFu_1SBbPFp=D!j}cajn64gyk6#gP8qrIp3nGx@a1U5Wwx-Z&1QQ0vP>A? ztxoJK7yP7(5~nuL>kazcq5Ij1SAB{mAvNkBzP!)r;k@|Ds#88+uhTq!6IZBHr-6mK z%Z)5Sr-9R0(6C6@*zs@N&*;&A@t%~DOih=N7Om3<#r%lho&&!f{suU~GM`8|*FjXi zjbqV%%_Gf9oAgKi&e&l}&JUUpg6Y&a6 zWg@3x@jR)SiBEq^BEswBa8*+^adbnetFAnArVWZ?BVP_LQ47jtv6MqD=C% z)g7x?PxTtZu9xHSu0!;Q_BgQKM=?UTHWnde-XeC z_P!=Gz^iBs#?&LnG-9VKgj3(okb3M=%Zui1E?(IrB`XN7kvGn^`j|i;o zr~Znl+^R>dmQSpbDV;dlpT2Oz#7ALib4WZIevlt6qxm@DzQe~tx1;yW6zASl36ME~ z_zCfJJ_kwkq-jnOw&V8VI;?I{sU~mai z*sybrOW8x?P^49*Gr!`X7G*r;oi8f0_|vaJ*JlbtzQXPEmu2PPc!K4KTR7FTRk-6( z3qX?P+XbMuI|IyHb0_5>ju^`i57)?&0{hyHy6Jnvymp%uC(%RwfW9bC70F zd;h0*jDp3hg?5NyRcT0i%$_P}n?dcyBAM#}^c?y#I{YObSb*tJDV(?%X}Ed`&heKG zp=OJp4ZDXYC$;1sKYpnn4H!mEb>K3+yTex__s53{eM*}T@H7GzrX$? z4z9ClB{DELXaqP`LIMJULlq#{R|iIW#DSqn@_;zl#mSpfH5FY6dycB>%9Sf=HdW)KdIVi0ftv3Kz}AT9XnL{BIec^#1{~Ty zRch$t=@CM|uf2VFOIzC`4GoQC!K-=FhH$`vbO1fw;%uYuCvc3HuoOQD#hPoKZu@;; z5sLj<@w{SOEo5P03J2F-d{lb*GPWlLl{qnhYbu_o=BNTN(HjpS^fN2gxSHt4UY)(FXFkm|g*(((ZUuUA^ATrB4&F z{(~9159;NEUm)^tf5C8s*<; z8Y<9rzc+_q>)2iGNUe8Mg_1ID^f`pwtkdCek#-$NDe&V4$FKsVn3Xu~VO zjBym-;nMRG|8W5bjUO&ZCFo93Y$r7}wY*aZ7UU>CdQp6YR`yg$~|{7`pAx8| znBKpCpQE}C+{a5m>Bb@~l2u_jmcjW_vu0u0<|zu^<`0Vigt2iBsOfD+!H(OL%pe`z zR?x)hYRoKEsuA`6ZuT_rZRMY#alQ&+Z@Q=19lPRxbl>TsKFZ`oXi>p)>ht%R!}oXP zs_Qr%;vG{@91qs)j*hE0ik?#@?YfFNZpJ-PNttj=$*n}0VRhaHS^|0Zl{h~&$K4y9 z9UV`Z9h-tQIhHv7aKinr9~dFx(vFVDeqPZky_otxA3Aq5-hHg;;!=ez0lRkyv?u)? z`-wA`vRHn`KBdn!G+6K-9EMW}*-6tw)X)I1j98E$s3d#AeKuy46JvYXwGezi@X1Ia zz<|bBsJQXkQwxyhxZZAh$raicFb?Fz%;T8@$t&w(S9|#2`n(T{aa&OihjAw(XSBol}?!f$*4dxm=t47rE*L=bY7Tv`U#I^mL z4vi)YjIJ3_%^A^TnE|{bTI6IBajtCTaKZINEmvvc>|kXH&^81}N*jzau6dETz`Dmf8VulID3|o zyaHb@pU|DE7q>ieU)-vf)`ni@{#-VR$lcv%-vDipQ@yYI>qyt<^TR!~W}v<8+CJ-C zify>e)&dun?E})R1CkcU7*3rnQ2jE+PQw>HP18*O;fi}A|ED?*RhK@D+tJsVJS_cA zKeRr1YX*2jdv;?u#~i)7mKNKu%N4Qc+;R7lsoa5ZPoQF6PXHvZY+>fLr)$xwI!`S; z4R9aE4e>moA3Zg!sHOUK+WzQL#QnVd9JQvpS|d<(SI-Bo+N1B5V0XO!XGWWFc62#(!17TnX;K|sa8^E;l$()X8GpF|Y{JvOE zX>2tm_C!m-kf(u;qCn8|$!SMtso!}-+ezqEg>XF{sf%EVur+1S?#0dXK-&N~{`-MQ z{q9C3(KBh6K0xDSKDzO<5#NIvq&+7z8^Jqh%xStxNMt;(4pP4ZhuEEc7va8)`z=z= z1X7mXU(p5;*cXoNxGv~s^EDA({zJEQ%dvq&*?G0*rx_+gS zeZpt9ng!!J2KYt&utfk*?W?2foY%!KF-|~;Wy0ex!oS?CQq?8yIBgCGmlUp2)vnGx zh3ygf+l)C^NhCJ(;=0!z4A1OOJ_y)69;v$HegD`|cieq?qC0mYlvHn5@`ldsMg{t~ zVwHmc9Ld7wqz1;qrFnHfAzvjK8NZ{O|9bbl`n`LG*M1meGrUz!>e)Efzau;fO<-jo z*jvQOYPW#-JpXuO0bisDUjO3PXb3-rh_f;aE9)J}Sd9sPs>H&xBcVeo3rRdm5w*e- z*i%CPqZ{w>2KAqm;_s-wEigqFnJhOmK397^H57c{*e(^D?Z@lBS)0sb@(#Npi0W{z zDi|IH2u*~kSW&+f?#Q0QwrbkD(l4p}4|2fuK>hN|!!Cu7CV61C!(Aen;v&?es_$$`#(EYxEjY zrBuT(gO8pP1QDcyAHtC&Yrfrd`qBT|T$sbOB%71T?m&4$&jb(zl*Z_HXX@gWxi4~Jcq*4}h$1Wc{eO}Pz!+EZ*zLXL|GOiiLVqeG4NB7le8bg0b572#U~ttEE|!d`lidD1uQ4Km(7V!M%qaFl zcr_Dx6OD8yzy+B(`J;IBn=oEZLMN3dg*e;~WxZ!|$ihjaU`evY3uPRrYAeuI+d|1P zE#?{lo|)zGqqnC=MWVs$?jSf4Y|43pAOV3BZS;e zOV)3TXg`P->%~<%N&K(phQ_VotIAY*e z5^Za1`v{}Jf%^s_Ha2$DR|6|y3HDj%f#wQ>#unI?iiT~Z1f?z?7U5d7 z&B;0D=kb{TU~(T{DFhV{6J-9VZ>{$w-k+L+ZkCS(0kQdmFwKJQ)V--Pldx*7;^>dx z_f3M22xy8Hd>w8!cNZ99m(nsbcQh`j6$=EFbc{pt&^k?vU|WCn_B0g+1)mz*L3N+j zUd_5{4<*eIW}PRH*}6JbYw5`3DxKo>77kx5&;otf{%k!}ts=m~&E3TdR$t1tfM+KU zxuIchytr(gu$vJ0r#I=?O&ez5{Ya14l`lLs;cg(Jg4yaV&4GvJ?Q=Hzg00fHZa zPp@Z0mrA)!`=}d1TI)=)=oYYw#EKmDNwL_odx-lp3E9p|4`rRqc+RZk=sy@tdGLni zDRBr~hcroVW29K%d$UG3Gc)r(m_S(cOM&*vKwGY-%M{VR?Yue<9cxhIS4l);3v}*9 z&(SzUSZP+xcV57rjbGl8MI;}?r7I6!jfqd!^hin@=C^j_sXiL#ZqNxfk83`y%P36S_)9 z7zh84ytj^uvR(UzC4@n000}{9B$QADq#GopyCtN%I~+<-6bY3^l zJ?GwgKi~cA_tm}s|JIVV2F1md=Xo5zIuif7fBm+>4(GsuqU@VVZOUozB=Fhp15yEd z0tM2=AMk_fpEJUgAO7Cj|J!GPy1bFSaWy@EeV>Pil#H&Wqs zWW}&gBS4M*gf*Q8UksIxqGc6hs4kYr|JsLPNAz$6m3T7+Y%n79hod0yiwQ_k;|Y(- zI?Np%i}x>I-N?hG1^OMjq-` z1G0I0V3M(3xj{Bt$M{~GD`*pA0XWWtf-m+I$F}%-5UjN$lI>LYt_eD(hM%V#m`wwd zn9i1R1xevzy(O`Te)$03uIntn+ZOQhhh*UoQP0%_``LNfzKukfoX1iN_HDCXAjb|* zFX;9LvcK4-x0g($7=bvbti3x`*}d&4B73E}h5G$`^c(`kG*De!GYgav0Q*i0=__Vc zry6)9A>$EAV9oVF7wW2t?mMyu>bBvlHAT-F)`E(oHtou`e{FsZ(ymO_WoY9q5ftp6 z)GnM27e1>&q&JK}BVRLBbMXc4?w-8yr}7PY3zeY#Je)MPS!skUov&z)L141(js$%k zZ+KB5zx&Q%oZ!m(V)N@G41KK9W-FZU4`B5$M$^>Z9goxoWGxHTI09M-2W>%t_c|3e z*<)!v05SX|%{bO^>Ia|)7QII>DG$Bi2rwB{94i)Be5w}OZrGay@!sf%B;17{OMo@= z$~lq4AJsVg2LpB&n+e#-l8}ULJ0bM*YJ#8pn-Qf4i3k^)zc%~KnnT`NJ%9yZGkjL~ z^jOlcoAr;IJZqrTgMbiLNABJSD0%JxPDVx-j@K>5rGZ_^YFn|)8c1rLP7#Ymmg%K8 z$hmP#pU@|sX@9=6ukVC~>*VCtcZXd(l1kXXGn)3{<2S#@9sfio8@ch0AN?C(+z|o%;fxoQ@pn-R3k~J2kVHgD4e)#Lx(Lq6| zyndHe;Okile|2%v1K#f-Wl62LJDq2DOSC&q$b4?!!37DeEMnRmzu08b>$X>JL^+2Sai(E!Vx?FiwCJfx` z5y@DlY-4=%=n=Gy>*Hfot`rLS&`G7=KSC&kS&RTM&c{Rmhlx@-CBQ*!X;2e+o!blJ zM1J=4^~K^+aG$#RGO@jW^Tzc-J1pJL-WBG3QCB{nasY}g6$1k{q%KZ4o~O#XrM@xH zY95S^%xz!$mS7iMRrR!T*_0<`8g;ZlybxJZNXf2fH-CgJgo$+`9a-* z0vKMwz{#oViMh7E-UHx}q|y<-9WbIoWNXCJ*OKZM99Sy|ZT9!~Z#x$WcpvBG=~njV zJs`WXn5(M>y{nX?gdu>-jK|h{@TM?cLfaSag;l>2YVPjt9y!(SIp8*g$`Y^ghU&Cm zNC9MWA}!`%~3fH(xdu7b2I~{ zVj)9;(aeD}okB*o8hIN)FBY z<1+l97;YFuD#Zx;?SumU$f}gnaKSTjpBmNVje;#2CZ3w5&h6nN<49@;>sJAXbKbif z;^j#o7I>pNtRY$0e{Qjk9ka&3_qqN>gws|pntn>9EeEKf6$}Tw6ELAm0-l71Ah|aB z-8-W>XTaV&ejFHE53oyETN?0b=EPvSAoSfVYP zG&u+9iJ-IWS?f!P?J(5Ph_fP{5&*txqy)V`XG|ct=>@R@wO5n(NRs7`8wM|c{O3{W zq-~04U@@8^XPJB3YvP=FsNs=LMBol4`kk;8CU@Xqc#YdmXbCk!7Teatbvx_;s$LbP zDq73n#Mc)|U5{WxhX0}#Hh@JHdk5vN$@MD+o9|%+vX>)E>L7?`6$IW6#b4CnzVsLD zL#xHbeR;7}(X1-Oe{iFP7m2?8xO1R64LG2Dx5YPa%%d1f`3(^&Eg;h2<^V1v+?C7z zXlgNtdm?GTZP&SWV7BHsW&BUujfe>~bdrqkhtl~CM2j`H%6`*E!eg-e+` zJS{M>+pw&K?y{#<4vS(3Wpm@}y+qt@WsJ;q%tupSq4{N1i+U2SuH~{$41P=B0sJ~z z&Nstcp+yD7NRy$c)1b*}dZ6STwRBg43qswGF$QqIBtmQDO7+XKwWBd1YlE#XDP+Qj z_h>8dgzx_Jqn2RDX*mPowQ5<)BX1DJUN~wPRKGlQ-IWKh1f`Yg!0-3TQ!(qPqSfON z`>@H;0BtW9osiTr*sjLJS1}Y9gO}t@8y$_$3KWgmnhR@fm#S7~3V7umP0$sB{|j{^ z`6d`aBhoTWj$yAo^Xlf!o0}8onCvDVoV5p%^B0|sfE%!H^Ag<6H<)$rL%q4_>x*aU zwq81Wp*MfvmQrhh_Q&FeO&#nZxO<(gCeRR9ro}~!K#|Z}N0rQomO9{AjK%zx>ncd| zR&1s87J*hJ{-WELFTN?L&}Hb_ZG#l#gcHItY5}d*)blA)4|P!i5#91Z*->X~iR+Z{kd!Rj!Hn($NB;XEj2_KLCTYd8H1Uo=L5c*fQ*5_c3({{kw zKgxGy!t?fsFB);9<@^)$alPlOYB+7dt4dSAKw6tM{u2L(DMK| zq0YD&Y(4}sLKauMr!r~CLG!1MRRVoU!;#*%jT@zCQ@){;kc|E;Nz-0VPLAQxBW0{| zzRN6PnRRti}-8V}~L;7sG~%2h{Iu z#kH@?*rB#Xs_X_nB4j48l(x_H9Fa6FHMFJ=Y&zcFvx39Hbc+Z--lp-IytDdI>(B_c zfgPX=PQl!-&YkZ3V?F&u3iY;#_>&w6*p&$8#33(Uo4}rY$6o;fyjNF69iX!f zW`k`GZkoLm+^xfZf9r*PvB7;Ud{)dWqU!AE3+$SekTrCL0U38zszM>r5|NQUa-k@qEg0nnA5`YORkOJU=T-369me zTv}D7)u-)IW3r`J??C{$UxRZc7A`cFo-2gcKE_5mVrwpR;e@;#6gb>}F0fmIncT&iVz!Kc}w-BVD1iHuzl#DSF;Awy5C5 z%gV-PyU^PGE6bE)dg+h0ifha%vtE1YC~KBpUNyJey-yJ@xI&~8v3XeYpc7Mpdmxp)3(PmjwRkfP;d z5fTk=D0sRD)5O)YWMN&wWRSw=A4$wc1N(##kGGKp*v}@fM5s`iQF!_DBwPbI=zWKK zbv%oEw;rj6It1T<@uOUP^KNJWRvmTXQY9+pfdJptI!dz)Lp^v*X%%TvLJ>zQ=GueaqAKq`YA4& zr^?I9Ix#uTH~7kCz2E1Cv$mH|mzXq_8gkrX95dswp0DU6ZX58+-e#CQ$~r03)u z-r||cx~T;F8q9&UheHK}!QSOa-nLEvJof`&u~JJn2bp+%s#E;8vG|_k&e7uHEF?jc zEr7808zx)7r#037M6t*TnlI@1Kj~PP*Aw88QIVYo7vsf&O9~aCk%c=-)^cD{zpi-< z_o(6n4sS0mMH&nE5j~B9$qxGP)-lgVTZCGL@HQAo@Xo9220M`jzW&TE8GEj0H$VeG z^>vWBxWm)K)f@kN(ERK1+fdKl|Id$p}uE*w;Vu6?o=!9ip_$D^VN6IxkQpDez_W%3yLNs*~v?~5PN9hM705o_C zaRKuKJbh?aY)wrwHmSv|;fSd>g&kW2e?m~+1>6Hm{=mC1G>L=A;13&xgYrXV_p}>w~^!HoDAbUI_-9Rp&lm^FE)2dG?Pg$m{5a zKeshcX5lTGnCVckdC3zl)2n7lnvPfr>^c#58bC9*=9>un@xkK({Yi7pTtGXIosC7l$w z`m&JWMoz%nl~aoBVmkcKhg0-c8a{%w1GoK6;`pw4Y20|m^Hl?Z7hAZ!Huo#twy0HW z++(|Vx4$~ezHasO9c18ASL%<7^qE+rXN0S=Ra&yv%2;VIhKDQ0Wo407EBVgR7^=A> z$|`nSuy3%|@+UgG0_ii`qpnH97kZ2Y<@UQ_VN9`0-u^tqwSdzI%Fh_4P* z+SP9GvF9bFr3^GQqO^2$Uu$ZnymYoR$qq`Fi+(XC71Zgf=pJRcQepuzWAi*O?;#j~ z@TNyVp8of@7zug>))1y*TIgeiG#??8v%Z35XCJ5qCUP}3jE&R3cXY@B|MX17O#J=~ ziAofsPMHM_;1CIHUUY>(!c7#9jZ%^yr>o0N>UwC5B?~ZL43H#DQf*J`hLm@5M;-OI z&`Gb3zR^8Q6W}RoTzUEOV~3adPN4Yydj9lLTF-VnyFpB8hua8W<+iZDnq}*^I=XP? za!|De?GnmH@*F!G|=KOW}CsaD6!yU=s%{Z;xYBx(L~jc4-|@Yu0sWlut#!Bh3eMYLe18eY*s<#1Bu*sLs6-m5uR-;@`;5 z+AFM0!g4ZAzwV`R;h`eWY11-m*U-aT>{7r`n=Mz^V+dhf5G`8S_s;F=es|Yw&&pvS z?on{i(Vq(D8(4bj=u81)txf(QO)MVh5W4^pu!0;Rixh_-iJ8e7*IaRHCuiqX5D54# zG7=~D1msOQJoR6G!;|9>J(b`Lz)q*N-aE187suNrW<8R--*;wfNp@l`+% zp6`pKfPhZ03;0ABgoO=}gFw!ZnhM~%i~~@!)}U1G5dh?zoSf7M`!T0Wh?c(AFW&oX z5!Qhf;-Rgr!VqsZnir*Q0ZE!}Fgf!Nef#u@SvHNw%R6ZzyE}7|UKGYzBqCJ06+<-h zmvkK&v5THwsvUPX>|ukpVL-p9@meDDzN~~AERp@;hi((D13C96-y}cFwsP~aHg`HJ zutbsk9A4wD@ytmaa6WwYre8J|o0wR|^;>T*=?=f!4jn8aSo#=v5^g$sb-tqkC<|?s ze?I&rE&e{6PT4b%4?)A^4R+$k&TI0RIG`knqZIV&1Tzu879nU`fkwX@aENB0#A0bI zJh2DGCsNip1PtB0mL7u04jqWe)|4ufUL`hHX4&wQ*4uhL($rKZx5OHndn%1Gf+xB5 zXOI^{4?v5+jE%2(hleh!zF7FIWU%)jh(;T#KxF(AxDJft0+ikZ9UvDVuR$vCv$uD% z30C}oZtwGYF&c`*H1Ox&Ls!ZR#cEbT(kLs{>&e5RR&Y7bxhWn%1%hwA?{-rO`_<{7 zLBn5R;>S_gRW&bO0tt@wtyB=e8v_)U{E7I7%>XRyd~-GP7M9slg8qv^3RWD`FHO8;uT}&v-y1dWu(fzhRDc)O=tA1R8rXG7B0o1^2w- z?9bQnG+0)fmwx%mW^1B4%C7Os4VhqR)L@b?XA1yojS~q`(KjNI@hH?mOTiG>*N{b_ z6d)7S`EoLnO&+xfj8$^6p~qImoTFOSZeaKpARS(C_QhY2rrChB^qhom6;N?7QE1`a z%XRAQ+Hy<$!e1(8y8=tngb7NeQg&8uJp7Uz_QC!2jAg@D%IC zE|5CLfWdp62Lr-}aN4kkP~iw%$8BWdHsRx4;9iV925I*_0Notn0z%HvDdWCIP{H>g z1zrLz?<|gPx9)+&WCp}(5Qp=xs}s8HxJg#P(kL~9LU$GTBBFt%`b7592TUl5=?rSX z2VpC>?X9@J;b9@EI6`lb=+A9G_Yj14Xc%OT8UHfxU~6XN6jGQY_l$ig7{}PC+xX*i z+lycOYueE-AnIti_6m7Np5N-k66?k9v2ozFmlY5!jy)+tRNndG#k5!Iu>Od7)=SM5 z+aP(5bvUt>>4)Q^=t_rNHHzfK=jUbbWAL2~4I{H-aoZlU5tq1OY zueC!FFd9h@-ejI?BZ?&WvtU3XNaO!fF__ z3W+R0L;anCXR&^^2^vGJg3rfNdgEO)_XXE*Ge0Qbks(Yl zhLs9xTE0%PplX@t3vH70T6}9Fd->h3t6e;LMo2Y!iswN4#*yocQVPFr>B~2t&3F3g z^s!fx_pA8Uw}pnrsnL&s!Z#m};QAOy?vxf^9(mU5mzai&T*3r_{AwR0q&)-b>Lbf( z-P)7F<4DO+^K5Uq$3DZJS#m+RfI|Q;6w6*FS5iVEOWeazOe>GQbXaJX8O7(4kK9zcgTBSql`gYf)5_tG>3f2>i_SWQ zluly^!mC|eE?PG&w{FQV=_*!r$K85)s~fbnYAgI9C8eV)quXOQ_5tjfRbctJw+r0noCtz^cM-2|;9lL_@fgGI5Sa5Co;MO07ex@1+?3=9q>J~~!QI&?c z5F{9iW$3v|3}-I9a3z*ZeBhv-JbP@3GEyzC*Z~O##NpSHpM#Cb`{V1?ql{MV&LSG$ zI^%3#s_NXo-x(o}nZ0btX2{whyB!|(66Hmas=7*n4nce@EitCm`9`)jfn#y|#%E|& zCn@pzc`+fuJu?!b(XtB049~|m_z^jH?c}K_7CQN~iQ=Nx_|~kcn@3z9a9`+Ch&}V> z)I2F{z*wv-R$#FKqltpbWlBp+%|QP3J{Z8fVN+4D-V+gXgPhL@6@?SAX30y=Wrlc9I(6r(vW^M`_*NrM}E zPoJJ$4bl*j5;HVD5nJAIBp~Nm!9DuY@>;x|uNciKL&h!V_GFb%n(OD=DRn<@QY1tk ziL)0h>Zog!QcXY9?pBD;A~eBuZKrhnaRWB<4hh>+QAcy$_X9#)8IF<0<)s9;`# z`DvX@cmIe-W@Z1q!W`aW^H0vM0{8zzfu2eP3Urt6qz^slqB~39|X`iwmdH0FMyQWu%AZgIK>Ls8>hHBmIt3hHA z0}qep!q>mVJfO=cdr}P)C8Jyr+*?38o&<7c1g)sx;W};9e_d~N8MNzz4Oh+FqRIq? zB#jrgm^=e9l+TCNqlD)D2e&3U(JtgZOpx(vyD3PO+hq%#uUw}apY1ob)$s}HRknrh zGh{yxF^$}zk>ro+3EspejE{Zzs4H9r(dQQWlCiQUCdWC}sUb^GrN%7R+1&ju&w-j> zrIdx$I7x`NMTP`pdrnCoj_AZ>t$X1D(X)dip%Ptp5Vd3mLX|d!#tm{c2%JDxyA$9D zJBc;*(vt5zPvDLPO+Yp4-1HSlKsm{A4OQL&Tu26}-5(o&hp5lxX_wB#!FRp~s#D1& z%wR?T;MS~p<0+Dp%aU;wK!Ki|d!gy`bLa85|9}RF41#wWmwamKW^2y_Iy&+2_sE1F zH8r(Pz$~#MZVX$SE#-jduO5)F%OZT%r5MAJ)`kUZm;5Pfj@0UmdWC|5Gakvw4S)Ld z>D!GdFfsWPpbuNkAY8e_3$8DTMe1XL$ojA*#S1%O-6XPHG{2&LLH-q?NW|Dye9peC%ytaxoe-X^ ziqcxPW6ezBdrz4y^{oYr-)oeez+!g!vlZpai{mVQG!R86elT0HPWwJGOo1;uEW~A8 z_vuluyH9=8p-$zPUG?W>pqWrQ$!~BcxIP0m4-WR$9zsAy5Y5aZP$lnx&OkLiD|a8f z29SITA|g5@#z&>5W}0USBtCkL63fo!ik(wYnR1O3$*~o_9ocRs+XF`_Lgrqu&q<4T z|Do!H1&F|kccz1(Bdshm(11=}yP2n-fK{c3OPEFhIkXZm>ZX8ux0B6oTyd~Br0y!S zie{4e@yMwrUC+}KBYn$Ynd(E_tn_C|R!{TSG08$Ul=uw?>M}h$#*_oz*-}Q2i4xtG zN}U-RCfhE}x%s^o7%J}FFJ=y5TytOZG04=deBZT4`<_6yv+Nt=YK3z8TCw7I)=Fm? zdbZHAXWwwA8eJ4k*pS4_-j8VpdLF5^-S_KJ?I1(woUI$i%Y&JchHSR&B_E{n-Alcc*rmv)9_!{_7A=cG&SdUrA z_0f|8^-GBmv|RkS^na#&^xXSDsi;?+o~@~i7=y7eF7ZH!9J z!P{=meOHVPUCKn$g$FY35uFt^*i(<4j=G)`-Y1)bkJZfP59m5=2C&VolEB|o07XO6 zg9l%rJA{Npe-f?+pl`|tpjspmOtIgXi$*G)sbF<)-WD`B0&yd!UjEh4$I?eorl(ah z2uE{I{`e~X)yMTYc_QFD^)^pq#bXyu)M0i>RH%79R+(EBFdlU%aQ}zSlRA)(AWT+P z)~iB+0bx9i4nB_PcteGYqsoCtVb{M08PYv%#zBV#!w$^J!B)}MVOv)u4wd^ruEvi* zMIS>ksPia}iNlzytrBfEGWqlQJ);glufnjn@uGz3kI>Bj>(d zwXx#oRO||DTWetFFa9)3fB%uHzEfI_tSmn3(W=v0y#y9=((PjqPhWbXD0mdJvby@I z!_A%2d+X80RC#WbS+fZM{x$ zsoA%au^nw)Wl;X%n3J3lc^qxGa`IAnZ-ekdA}c|=E8*hx9?_?FY(JP;XGus22)-6X z*+pAIa`I=^a-)c@`{ThlOcPJa3A1r9;j62^KMn>%508wD+1#{>kN;M=O*bjn@yvL5 zjBTK!tt}f~T2hh$HZ8UTm^kf}dk<@6Cm1NulE(Yy8!kxHcn^T6-0GDXX2`P6U3Z}l zlixoCfrA79;QXnDng4D6`nYlk2!GD@qWrf;6PN+RyR^Lg6#&6@)5~(6cGy@$;Ydj5 zq~SzR=1hS@4{$4~_044@tUAxY2o7{ztr8lsrHK!M6PcNj7NaW1V81D6RP4SkZF_kv zeQ_N3g0-a2q`nlxOybKlfV;(B{prqH@!Tixg?E>pa5vwdPPKaxq^n!S_t*v| zWwr#Cgu3o{eE3w}`c8MXsb;{e<5D=ma$@p0ML1{qh3ee{DqN9&3!BHA2$yYKKR-&WxejHWN3@M z=KK@H1IB@oYh#-_ZYKmoo~MG*@6?v{eH>cvPF|->vGW0dv{88+q|DYv$7yhCS`(9C zU;&9+5Pm!F3{pae8h8vKA?(U;p0)#EbOJpstyoS@&PWf(820(eZejoS#Nw}maUIG( znPV>LL{LVA?OwR5{|~AflK+3Bs?>=AP2M1NJU4m(Sngmm)M`ZUXhX?_x2Tv{;zHvK zvef6kT@IH_p4#x~Q%e%Z4&_?b$Zt>TV|{zDuh3mmN3{9*`$vmFCcfPT0$u|RmaETZ zoww=cC){jtl#gQao(MH_{4aEsHviwz)#fY>(zA?}cHWJV(lZX8 z@}wLgjaCv4ox-nvUZZ#ROU?a3cfYJnkagkK`O>0dz4Y6=?|~-23(OFM;K$mF(x^m9Jy>@(l{ttxmh3n=vRLl>`r4yjPAvPJwa;FdZO-r##- z3fGWUa z+x1zH^Q;=vy?~}4119*fP#z(736td{meyrOyrcH~tMB0y61gA|Y|9{}2UOKboS z@c(vTphr~v$v<&ia0P676vE<$yAz(2)F9oh2V`cjSH=I+-@D0cs?S5@`Of`Ex+JnpCMI|J z9T+U`;YuawrKVA6kiUO%e%A^J79&9x##Dvv14dkXIG_wW0Tz6Bv%*&>8pu;GlK)zIWG)jk)K9TaMon{9V3uQ7F*3X)R$R}$`&PWbjQ9OxVIu| zz|nU4qA@j91Vq2CDEWbXMcuPMISN9mtEZROPDW}}(B!S+{WS>Rz#=dSbk%Rt_=+x( z3Gf-@i%pMy0a0w>zP7^n^bT;jt5xapqcS!46ZqY6Tl$VQS?^sbUc3D^v;lHJxftI} zFkd*f>zx$(`^=N77^ISP@#iw8rH5flDHew4BB;zXgpHP@myy$2ZE(dNE=e2O^6iS_ z3(_Mt1FsOF!XufZBrSp5mtnS7qPO9iVnrhug{c6AR-nqsXI}-(HhMP*#_UMD1n?&I zSpO?rV1q->MhQKb!@CA6H$;ddX18yr{=`7_#wbQ|pM?_B%Ce!RB@&fqMl=W`18l+TnGfCRSp*_x@U~p zV%>_U1F6~3I@V+LmO*`PML9_BhjtmJ3?zEI$E3|k*T*r#aPUo6VPk^vB zcvzCM?mOy^mZA>Dep(%Xjk|%@&ZWet&oo1HCFF&IHm-3U_qv+_kf4^gl#465l8hf6 zrOl-)RteMK@HaM@f(_>j-t=1+NPpED0KIuiC-33w1t6No_S!rGzPJkX233pyR;U@z z^p{HW6yW3Qo1rf~`~<*6luhYPWXh)oHnjqPB*%LJkEO_9ItS8xS++qAQykzrv#pUd zae14L=c(us7_-jlZ(8A{MKk;tbWYYBH2_>jjWzveQM3C%?79jV4?P2~4TdvN$rgSe z0KvMV;Y6o_l){nLG~cUP7hNtv{2KF~mba8GFm?g2QGT6W-u7k6y;}4X0H=6buc((C zY9(LVT}fG!gkJR|n9GFFkl{Y5<1HRr|FnP0@fgpws_7}&aE%m>?y~gh^vV_+FhXnk z$ZFL8%7`Jp8+*TRN+z_YVO{CDnoYWzre`-H<;1_+DaGCOuj!S$NnKaFh#TE{M zPO?$)@RVTwD4C5haukfeV0Wu>Zay}teGX?o8=+VYqEH+MLt`p_VbHEh-fiWfR{Fr_y~s*n83 zpV`&p&1-)2UR_=7#=i3d*CBEj&k)zzjSqXZ->k`cvU;H3Gck&WMf~)HJ|NvLEG5h+ z-~tj7k4DY6EJ=M;pWbuKO$n8y@e9H>*b3xf-V`B+jj=c8c{)nQcl=&Qr&nHP8HIfsu ziq_2=*7dOf+|Tm<7r0*y*&P59;?Kgy%a}VxlF$mNQT9kqszx&np!-$p$4 zh?6*4ddZg<^HxSsCJ$F}LbsHaf3%;ca8bVXwf|_>J87kD0{Qk&y#4Ne$bqPuRP^_6 zWQ#Tf>YtYwry>xQ{WK2m4XTzu5(*a^mh8QwuN;WUIPUWy5%Eo8&l*U|*Dn1QhneVX zV2;vuR#$5Rf|Pvk33P!0Ft)B?95eU=h=5x>xdZU+Xa>2M)9_`+WDhZ<|0hsuId>9h zSO>H`7DX>%G zE_JI^u%8D1{B~<8`Fi56q5X0ow514Xw5%z{zh61y6w!ra`Q*2)K-I`!yA@6VCa#2R zuIPdTiHIwijE9^KF8o{bLL1hL;)Y&@3zunXpO*dZ2p1ucLTv+F3Aq_QeQ_r za^tGCdWO}fAMD?2#n-$YE0b7kXW>gOkO7~Tn_{_!S2W4>O(Gtak|(<&J=_VvmnRQ` zhCGj(RVfW35%))IaWv{1;wW|oX!3^ha8W7I2S0uUHU3X%1s}Tr^vFF>0ei&_;Ds!* zH-O=P?jCz`liV=5!ML4oReK72D<+D|iGYnfIlBN|$wNwfYn0}T@_h-vIt!RT(bI&= zy+M;#N+TM>1LiOqJPpJABgd5ATA+X>Yuj+XrM?Zf%=eUl6oY2a3gn-Ri4Py>s^0up z7Qi(2S>m|O@E!O;$8&38f$~BS>XlPn(|C$PHdn~8{UXP|NIg7$A*Ge!YtX>j@XeBO zgp*ej0umg*zQg*K)>FZ$M1aR5V4u*}_)L~pS9^meU;US#M9rIOLzNOfndye*kxayQ zJMF!wluu^Kg%9I@etf!Nm3O5bWAEXce<79>5%yXcH3y03{evPA+cj|LbWa=Fo69T6 z+skXOJ}&{aTaHpm@+L@mfR?aYvw3yH2Y9U~V=32?k7q_)f7T_Vf2t8eTeuVTZVquM zb*kY5b)%qZwLFG2wGO=nrL^O$?#ei2qFccc5B_&aNJ&>aC-ekW$b!8t!uJtm4`7{? z?2ZfuUUf}Qga!?u^>y92^JdrMO3yrD~AT0sq_yTlWuB?Q4C%HX1zZdre z%E6HC65KMpgY_-m;Qt4$Li9IUrB{iP?qM3v_N!~K)XwWh1JTr?j`YolW9zGTYe(1dWqpGqifXKNqq z`gp!46rrR2VtU0mkWILx`uJv=V~-qmk}S@AYfiM&XjN6-?d+#Yt>dcJbW6r>hDjxp zv!0Geb%gzlNS9O_o=Sd~yoorvTh|JFlwMKsXQdcf9jI3V8+V6vyfLjrrLbQ@OUov; z2Y!q?KQoNtSkhu74sj(e=4Kuf`%WGU879XIaVXL8d8KJ0&XuQa$z{H$(6|t!v_3_x zHP!~j(bw{x~eNMl!$J zpXWemd7jL{IX!`5t`}PFX8GIhO$2oZtLi#<-q$ZV8x6(dSu>H@LQ~+&k5ZbbH^%to z6csh+u<_p$2b(c|yQWcHf$@v1#Ydvmh|hNPcz~D!lg)hZN=Z0Hwge3*=~$ zN%!^R(2GaOUo}uj#WF`rm7_?y{iBbQsvyt1_gnd z#Rey%G#?VsVEsoGlq>?FS6sceS64fF7y{;dOGKx@=B1cq2V`$eoFlpki9Icky5*id zQ-TNTwyxH6_xxdJ_-7w8kjSeF2>$y60tb;zCg_W%VCaQ@?oDJqi~tA~+6N_5H?p4b zdlJmJ4DhHC{A{G}u$4=|~#nB@zY{)d9wtA&& z5VYxfHdH986Q&9`0*D*f41OGD1xZ6CZeBuvfjKAWS#b*_|4(k|Ys#*$g~oMn)AbNN zx0FI$(g)>y-JB?)>c%Xs1_6ghg$gHSwmcRkWmGPucW3zwU+=q7ESY;-PWwmKtPGyB z_sQYsooh|4D7=fTsFtdl!OW=15u3uV67{^dZMc{AiJgq!vG3wp27wjN;{qwINEt3z z&`0!DV&9z!os`^%LNV+zwvXveT=1EvJoVVr4Bu7dnTE?K#01$_@W;f@u&L(st9PHJ zJIQRs<@YDeIx64JzO;KYI8wlhbCUloTp?23jQ=*_0$P|r14Pg*=j6!KC{unVFmx7V z?TjACdgtp%KJ&=a2WE2X zuCbDlxtOtP&y`LBuH@6Vf$nt4!(=Az7`qCPRm5l5xSfnlxKWbw_M=FbUi`X|SMfIx zD)0Q#0ADc$C#lWF-0-l(OaU)Mva3Nn(NVLUCrGJ$Y}yHJLz_$ZJP(AqzIKES(~kzg z?BDx9fULBPGIm;tK1Knit}FBk(2G_CRDUTUgo`doCO9t)*6PloGRY_}JmXzWs*~E>27j#sW)B zhJa1uFUzXvR3C*=Eq;8yQc*Wx&Q2;}XhmR*y19)@_VeZcY?6_I>(KeoMH*Wu)h2?CBgA3(wBvp^W+FyGgP(oJTFe-ynp4__=;;t-7XiAr13ACKXwW zLL(q?*UUUNOaK!Xw0^rzL>Z&yMC`V!dUEAD6jt)_BNf24FNCueNUzPyr zN8K<8g&hWETU%TA!Q>RThp$*&+eyq(?Ja{sjVK-8H&2eS>zr%5m8gjQL?3zl1#vhX$U$7*_b$q;x_*Gfiqm*)TGm zBa=>l$GB(XwbSbAMo;<9{xSKlk7ZBBjz=n1l9*Mz&WnW9reTM1(MEY2+AdCwYF^sI zrQrm$nzXbT-#g*m81rX28D{Q}6#Kj_6RUTv7=`#XmlE`Q{a=>)&&h_{hRWEyUJO4= znq+2t%xggZSPbjaIiJl3r)ehTgNaOQH78S@Ahi_c(wEugRG+L?9-%9L?gX)SBiLlf zkb)*oe0FyaofN3CCZOqKNqwkKn-7RqMfHwI*vKeX#$3s-aNk@3yeWrN&gB9K_fp-h zZIN@Cj)pMMmjL{fF?QylDDvzDBo@+v6G*hY&N{*;;RZ<$A>bj}6o`K=-lacXc!S`v2Wx?%~8Zz>6?MsPZvzyYR9SW-q znRp((ZbqvQdEXl>C+Pq*&%_`x@1X#bI=j6leh92`C@5V7=3SAWmU$?3j@o>HTu z?wAa?6Sxjhp}jmhb-x#p#rB~)$eng8VIB~uLj)BSxWUAAgC7(9k?ao8M8ye&6Du2W z>VZ)2=!Ap^AU%`CbQW0RA4HI{bu&@}frM~M1mktze{g#Ii#bOq1fXWQOZAHWejEAw^Drm^1U7A!1oY4!Y@2w`rG!2@*NA_^a9Eg`H{wASt3x2!E<8N^ z{nC>0CqZwwqFfgy;gKuXECG3Zkl|v6bbSETDadfK_pvhrC=rq%C#0fcH#0MH`Z-8* zRII9Gawn>N2w%};ZNqbSgAWdzP3%vjLWPgKHh0b9_3s0y?gL0q?EwRr^YqKgcV~oj zNpI2&gHUA#(Ak0}k(yB<5h8}W6Oq^B-0GW6Ydcl;J|lx3nLu;<_U)=ZE1s0{0FlUq zOi#0XxXMJwN&C+qUsl0aiO1fO)cC4MZ@iLNHXOLEukzuIa$;SqO0GAf4O6E~EAJ`} zaQQd*Z;$03=)XRYJQ0kUZf~jvi4j3(I>6oGeX^4ujNce+)W7uW8U%Be0O~-;Gw5iS zRPjVPUy38GAD#T%2k+1a%f-``G8IY;eS44!+Q8^fpDeEp+!mTpx_WxB$=?G)6{!j6 z-3L~2Gr$S1ITpE*Fa1Ij=p(&s5C3Jjbg>LhceAowqzFD!U79H9J(iZmreE_+O)ciU zk?nfGn#)JJ*==j$#q(q9c~yU3W~gry=Y1e}2RkAiU}6teonps#8X33O4ysYwZ_fD% zH`(J?#RIaPD%!gIuk9Ab7kQd1v9WAeF8u~JTLs9`_+l}e$Ub>?)@nJfyfLTCz zSFo^PMPTO==feZ}X8Dwt6ZT+us)STXBb_6_?vbqYRciiCrMs<(!TrFhP$jP!j=K_- zdyP@L0i8qyyX?&HGCzEHc)IMuF-5R>jqwG)nThDvvsU3$YNK;2kWKLc>8t9QstknO((qyyglvnTMUgR5sl5XAxS+Ev(+ck`&nscK>7^%6h+ zNu=<+b-|Q*d`jV29k_&O_pX{4V>Cdtajn~ua8SM1(c=^o4}#X%td~3~&VqsDJc`-hx>Gn91kx0j<&1d4}r|&G~Wk&xTnS%Nx~e11E)r z+xQ)4gas$ng*N$Tt?x_Aecg@$WuJY$9YV^TbaPPGu3GY{Agu>Ekl6)TTZK*+(30qz zPfsG)W`=z;4qz7*G<_E#LMdp1hN$`mRRij?4GsyI02C-C40pLGYHK9mwwX|ZpFFcp zuGu=-o*uva^??nOy^WZdxC=<9vp=9Vv?W?w{K9wOF-pervi z?;?UTP#lt>qG|ZE)pOqe~ zTdW!Iq^fz3_18(^=sqAh+3C!JDN zQBnIjsw8cL?Iw(-FJurGcp4rSicQLv2h(P-gW1{aQDg6YZp2e*UC?D_F|e2qMH17+pKBR(Hy+6Gr@TpG)T;9Dr9 zH0Co{j2~(Wg5(4x?f59eiZJvZ@Wg$o|%hIuldDwf!f;3frHxmnEK)^4t2!S z)Q70F)>`uWQJ>#E8+x1=KMuTzle3rO z!LN(_j_Q%z@mbf+xrW`jleNTw_4=J@ec#PQLqKHcXXbpCdQBXJOm{RF<*P6@qIedx z)+ufhG8Yr^Gcvy@7!$=|iPN)>I3iVqN?Z6QvLjb*ZLh$p& zVtGTt@ub2KLneC8)TXe0lnQpTP|K#2l2FJ~ArM2kXj_OTP*w#^OysuxJWyx@mwQ9$ zVk(wC_gIU1KW=n6XFtF&$IoK>hA!H$mUPilAq391NuWEBn!Ds zCq2X4QdlbaL|0r)$4|&{Ib~sBm)85e%fg3!cBA~g6LRnOKF)7lW26=QbbJ?iy$&sQ z2bjbw1em8-SbJ-GcRZ7QvKwt``#lMSyCbj^wmPANwzTZeCW!s3k5Sp*2tS`BcKRaM zjbFaWBbLPN4N?-)CDI@%9nvutAW{la zlF~?wbPWRnf`W93l#3%Sb4 zx+fC#ff_xjC1AvjI`nOT_NE}FMy(7obD3Vv5U;T!)8rELz-h}!O@ZHU%!TMJi2EXy zl~FCUJ(#QQw`_2MOKi<9to!d3Pn#iL#aFK1%b9MOah0iU5X#3yHVNYKukH=BWnFUY zlgXhSx0wC%c0OHE?M67OX^16NDJ^WTppU-L-`qE`Rs4eH=jt?IG7i^h9^GnuMwn#{oyRB4dP; z@=IFOQ-YW0)&;LhC=7k+S=~BmzAh)5J-A3PbR7PgLpx1`FsL=j@3kAP};@QuIHaQiWM~;zrg#Em&kaK zkWz-f(Eud3{B!Rq{K$Sm%}<~6Bvldh)>mk>eh*TMiHpYJ{{8p<20fmMXY)o*)M~;_ zoHR`6xaXQvSG`?RA zSyw=52f_O^a@(b9IoTVrAlkdvJgm=-eQcydL618Ky}mYq2UT z`?FOHHV<>;dviYrO-n_?&_dqa(AcI9oS{MJsbr(lB0uVWz2p=wzQ?%&M3ex8ahsyB z8XTMS?Y&<&|I@4m000By)X>zph#j51eZZJkJ*c=!(4{pA@;7&?bgb*Zd@CcB-!J|F z&Rf+P&%>h-dsElE(V3#oa&Gn>c=6mLsP1`Q%-gHpqV<_m;go1_2>NM%or%P^_(bp= z>?5a(5H7k`q`5RL^B&0MLYh%VJCDUWAbvZct{5V9LazK4l%>bU6vQF_fv(jm@b9Cd zqlUT2OP;qkg(uILnh~4(Ik|OnPZf&~MpH}#kSt0ySRB?zP~kBtukx}~rT}#m&zY3> z;~Ce}NvptK%=b=qhZB``S!9mCx;(k#?n{$F9-Unv$idY?by*itehqps)GH!Op?;bt#Wayq8Z`krf`taZ%; zif)Y)nW*mrJDj7Ei2Nqiy=p@r=zY~lv*@kDFJq@+M8pvMew61J>ppXxqiBnX`9%Fx zZa1QCF07tq zJDV8=t#*>Dp7?Y=Yc7tF zrEkPO=-it)LhT?ioP7PMxsc>KQ%qCh)j-r-pX?K`@;NIZ=PGQiJD3$Rv;rvM4{Y1P z^2waFIik_*5Myl}g7@;Sz5)0|1F_6F?{$r*sex{gSGT2&I_5!(d8PeTbg~ zq>_drCo?&4q}40w(tI29p1`(>OE8ife`FrV-y~>=Y<5MkZ>T{5&Qg6nE)%J9RO(AY zz*>$QrvFcXt1k2h#R2mbQSP_m<1zv_35@Q?F-suk38JI-99sZiWD`?l_tGBh=G&KBUu&VN>kY6h{{|vxuukOq3@N1K*B<&8LJ(FsY?$?vymNne z0zt}*Y-|9S=RE31Mz&`O#2|k_Q{@luOmR8~h=|X5F?^!Nhu-q0xdT0ser2sMU`75( zPKFPm3E&uHoIT-{k-n>(w}7qDICvz*q&$1fDy15p;a~2Ev}&{wliuTVI7&W^X3&B? z5kBD?P>ZtAzIe%|f0`qVoV!$AczC;WW-c{g`j_q&&vadjpkF3#)UzHc)p*|l;h~GL zu7aqPb{#!exr_J5R2W@suqP9o7o!W@MPoA>0-(lhYa+Dfc-5Z2$YlZMEx%qeXlP6D zqF~GRTg959tzqMdY2rGdcHJP#-Kt3ufnOY?hn^y$zVy5=7_6yuEm;tbdZ~$rL~xCFyAv8VNvze(Y;X0{X|WIHpAbM@h)zkYIcb>rBJ*O zl+iKUA7AnnY1@wFyQ?AYtF%!46D=oEOCA@}{nf9i;S}+3KI^&!i-Fg?la;wzj8zo^s*+d%oWbF9B0%Alu`$W<5nby|}8kHZG1nES>TMGTMKpJbjx zs*;WKegw50^M?To!LY;vPLi9A9Xjf^Pu^eXC8;rvM~afx-A|I&7oW-fO}DJ?F77ux|Dd_qEAYTM3ildl z6&A9)K1!cc38|_fA}MI3`L0GIN+i|OzXMV@d`jO^n-bj^h{e4eYZ}_KY423+pU%Gp zepf8l=wD7`R-~{?=KQkmlTS)+>DGFc`q6}wB-|Xx@Nw_yX`FLfaLCB}u!PE@_+A>u z`NFJ5zs`WNCq0G=|0+oVvl3gSAs?fUiZ=o2UcP+HpYcT~QM!HnF!Pt%#>>{=UwmG# zBD1H$rilFzjdOwtxqa|3#}Z6nd21LXYCu7sO~o(StYpM6i)8jKFU<0a%z@!`^1Oz> zvo3@mnI6LagoX3ai)@HQob-NB|MSRix~C5|^-f+mt2uvJUp3t$5sd-1fOHqQTQW4T zRG{8q=Z&>tk$dk+;@dvm)50>~BGFoHhhFSadl6YM>LiS;3GSxX{G56>tWkdtZh)vq zm_J9pxp}xrhD{C76w6oYxGYaT&|r*3jpUtu_CvbSy$8SlQtgIr28%hDx$_$jJLz+!Ag~; zx2>+QAo{$Yjk}jDPwxguoX!v2U3A^96j=ugJ`SikPSeK`myAy~l{K1{sM3!&=AqwH zKnk$$dQ{J6Ke9n*Ji7PDdnqcSlt0PSi^XPOsSU4KmY6dlqw&dB;7U#tI$2>!bQp4$&akv*bPoCptQ$;J_pTwCaGJ>!K)!V>HeyJG!^KB0QTwJx`CJR|wvQ2ldi|I+1zK>vGK#$a;A%+2l2x zd-BHdcxZ~=|0S}n7(V;5QGcmWxIP0S<^Mx8?~o|);r2yES?b$>p7@teL~@FHjoVc$2@SlusVdQ z!?o+Alh&KZgNDzg;;XiPxgcv!ss$>%_wtWj3fbtVJ?1apqe#VHjw8ifru|-DYh6T3 zm@l2Y@e6a@maS-J6>86?Pu z;<0y%I6gB{65Lgh%~Jnvns7Ki=Aqesn|yaY5c)N$Gwx%1p zUn@m(e?|n~c^pvMr!Bw9EgJtu2--1Qd~Y*!PlcRMRwI)# zdvx)EEze+29Va?H*MQP5{G%t<$gRi6^59u%6PZQQi*y0Xk<~HEXxJ3(?~3~l9egye z-ZptYG(O4I9?OL?lC{U020Y123L5^L=_JaO_3WqOa#QF{2=S|MFB9uCMFt&hsvv|C z=N26;xzUAsFuO%N*}ONueysbh0DyUoUy`eXrqr|=QB#hY=t2y)!h`Pj%hiw-tUdx; zb7DFR`{aH|f=5XH?J@6cYj2`rZ&P#~6dt|A*ma`DhkON1uFrP(yWkLz;tVa1~UQuHC57ws4W+%qPkQhsX%>YKCL zN&>&vKc!ALi`ChNmM14 zYLjssw42!x>gGaqB!-oavy?84pDvPHi7JWlZ=ykjq@N|Yr@9Rms7&rWdwT&{mciz4 zrFWYD`PMX$7jPVR8sc<#^lqWZ!}lYoX>{!k_3nLZGYKejLI2^is+Qd`%8>n$wQzLD zdRdZ5U+yGS@7^l}%wNkjv5*p%H2CxzPo>J8HcI(@*?Z96$s`mSgimcb>I|QYZhLY{ zMib7KzyG3&^HPd{33~A0Psc>AN*Lr3lM0;-RW}z>i04}uj#S$#d7)~0d%?>Bgl=L* zclLMpJS^TMaKS$ExT9)Gt!sWX*xc%@H$qe7&m`i_tt_;eTFg2DTAxI==Zk=4k72 z^A~PrC^qCzE}WOm50FJxI2DOwk!C1_9!lmMnrhi5qe~R^2$f=8=+#qpnAq|GWtChF za#5PB1BVb*SL@Ru0}Dk1hMo|em<*TpGe9N8U-|Yfe#Wf*YSS56PparN4+D=^C0`n# zx;%PwU)CL%n_af+ZPg#d29}ssjNYK8l2{S$iEDzzmXak3kqj*qH-JcdVQnNH7%?Pcxa)vQgvb@#u1W48wHsbj@;yW>-L9;U*B#S8<*)DLxVU+%!=lC1TlA<=U+*n_Kl`^aI*#5y4yo z1i88Gb&o8&OVfFyH?+6oW0P{|c#P1gvohYl;cSTV>2odON)_Q~&JHr#>FSgxhIk(^ zRa-@dpBYF$yZBpM8SsX7R%e1CAZ))+&bR2E?7q^^qYgnw)#1-IRs0xy;Ee`pL zIDc4KPy5m#tsJ*wJm^;rQ%rnjd(r+ZS9DWbc8Q<@=~6$x2LJn|d~sg=L2LtlJ4cX0 z-thn6G^=+^n7SmCsu+C3jb0fNBU1aj1y=rf$;WAC5Fgp%aPXF~9eQAt7lZLJwnYjF zs(Nghzt{mkowHD;v1bsfOzDfxxbA!G+rQKf=*aS{8P@;yDSvh`3u_09cT33?oR7PR zCV;o5B3s|olDa{?l8GQ5=xEgEpuw-a4q`9vU5Q7}lOij#Jfc&>bG*YDGzhm3?o4@1 z6J#abwuUQ~Q~GJh$I`ra4n}${ns=cu4I8udT+y1znJ=08#r0h?4-&iouT}kNLj#%2 z;D%7hAkOJG{6KPLs)7$q(4O6=lPf{UbO9A|wfE1x%M=r~9Pqff8d5-cZuC?mEEZ@H zFRODW$`M(y73)dqgdmqj)GBkY>4^f0vN%h)*>D{De%rRZHL2&pWUcp58TR{P0@^7@ zXY1Fv41>LkLfI`|S;54xc%3Dla1cwMMb+SLX0SDM8mu)XLN&Dboq!opS+)gFQW|xd z?46ORf>WgmOzZ8MjQ=j1d!~%wuMxC~MkdytW|V+m+Lb{bDmR{~#5Q46U9o_Y%3F=a zE$oK0mp4^se%G>a=LdokwZRfp{n37!kRgBqDe5ts%L0h9c6jl7I?T7;@)Mm!A`DGj z6)C?U`2#39sJeZ{SE@?C+D0&URuiKmtQX#1T)J!BOwN#!s&K5*`Poe3Hl_}^Sl%V^ zx59sz6Qr_0Ak@amUB*7LC5Yu27kP0dpdb_`(L+E|UaRY>f88SntmlI?`2pKf{d-Tw z+eUrK*zoG`JP#@j*10Jn+5!jMSgQ3yzN<%(01Q^0o4hy9G49d3x+}tZ#x5$0ON*hD zrvdenKdyjip^2jgAnKbXliLnME0*`sHk=keli+>3(z*#<{js?Dgzr+(_xN_@t-dCC z%)#GG2$$y?bLav(o$T9mh)3ZQy8>qN8c*W(U4T+#m@X>u{upKQkZgI>sJHmRP87u> zcGmTDzDy1#U9{~QjrSi!_dx(o*=o^$mj1b_5V=I?1!Rs*;qSe+w3sMo-0oAZt9>{e zc^O)h_s&b4JCVb^l9S!wDVz7yI~b&>*%rU!J9;qyzc0(qo3^@5!;Zfb$uX3qHh=Q0 z@~3vBk~*LHo?B@%8wpsx+!8OynW@zGVO$yC;q*Cq<-1PSDg8UXx|ppxhGQzEIcmSw zTeRUr>3arweYPS&WLk{cWFg0TXW|-ML!`M#|i+fJtlK)O22qc9>u5k zp9Zq*m-BG6bSxZDab9xIK>UW+nhTE~ZbrQ$U9N9$sR7_S;LLv>{^nxB3_0_VGG0!3 zZG#!ad^2&Xu_{+~lXz^aR%Vv0#BMS8P=@^W%;>j?npm%Z#d$TC1Sx!q%Y+fVQ?FXNPp#ADCC~w?wn{Rr6?dqLRcA}2*bbZ+r!%C*+sxq+ZTfYJI ziGGm8m|40Aq+r8T0s7~62k!k*(yRL_io0+3A6ViJu?aB~ny2OCQVWIIq~y!(z~AuCk7Pki+ITomzE8SjoP4C1~!$UyCe#L~|fjQFHTS~Lc zR%|jP;EmC!rPvk8*T2((-TimfIbmNO(;ukG=wlb z|6Im$J|Ki5A}lLaq%*fwlc(_X-q<))yP%c5*BqIxFY1 zaryf*y;DA59>qUdu8XOGK3g4SA@L1~prZYiH_$5;^WAgCeRReVV5T61fhgun!_2}R z(ZVbz;54R{d%#@RDd1~<3OM>Yz@Mt6i^4J)-orrs9l~}+e`8_fq0~>`Vroz&wG2HV zeOTj(*0}+z6pC{&0>wGmZe0#r`mM4)1O1{1zM{4<%Lwdq}Ny-c*g(XMLqz?7b+DTj{}o7rS+}!k!OMyk+E}=Gf@*@ zhYNLV5jxIuso}9K1@9R!L#zv(uf{KfovU@u-Y;Cz`CP|mS{XmfMv^`Dn)jXF!0}JU z3gUXt@jCX^+=nt%d~#?OFJ366<+_Nnuz>n8gxuTN{0iKuC9F`SpN0$)_I3F1$D2j;H}38+C(|>d)b4U`8%A%#di! z|6CwcY_}Ikjz|CbM@6+ErY2O1$!Y>?#C<$2rkDnB?ja{{!xx2PsvpCa$!`>pq(csY zh=)M5@5pU3@b^_^a#k9Cii682Fow$r@%3RwS@_n7Ofp#T^8M=mbEXgF?M8_}{XP*7 z<~N}Lh1fW+Jc+3L%Kbt;E}!B-_k-UVCFhREi+3VF+S~bwTZc8d4>%iF>p(fG#oM5+v)yuZnR zF;VPPbSexr&=Xy;C)}=|04jHnOaPYHrZe}tAdiL=X89Mh+jIT!0pdR$*tG%{6U{$wgD1XC;?)>0lu}3Q)B0`;iWbH`fyc zAV2e5HU0ILaWuz%(-u+7qp^PfH{*ebh8UE&l{ds8HU>yUk zqXbbwzjnrDH{-m65&@*a4$lC5%O`V6U3vFlY^!%`ULrx5zj3hdAnsA!B*{%`b;&E$ zem};}x0pyY01*|8=aGy$4M^GMEG4G%>WeNJ@|u*K7S@Kg?N!t+Pd@T>IuZVBoTz5} zoo-Nj>`20Rd0YRZj{0oWHAB4cy3sg{{&0A#H)p+J;(e>o3WLSuB|K^O6C~=`MW3<^ z@(#P3;e!C@*;vun?sV(gA0$Gg?!O=TQ(~qNtX9ZhXg)E|=I90Bp1_>&i!@lPiRI!E zrsh=Feo=4Lil>M`1ogH=&BYiP4#qqH8FObB%$GLLMXqifOL@0jkCzP(srP5oqonM?X)GUpuZ}yoc51-@Xq}GJfAAV93M(*q|x^oNU5GY z82aK~V)%5$;1f=X(uH-e31hIen2F>Mvw!tF3r%*SZv%}RU&)XY-4y<-aNU`Zf@W62 zU9DuNpk?Vz6cPRlS{Q%1{Uu$|h)A}1H1pzLg_nFF+wop+*J?&QFRniWAv5!Lwg+a< zQCw6|UeO!JfE)&@O5qOyKj}0HpZ%c{BOt>CKJI%HAM_i-gxk)Z6@P9cvkR7J_5`#I z`s%w`oIg|_I|aQDH`9E<`covD9kf9CM_kZYL9#K*%4Fg$LEp{8$HkmIAJ9Zne}-v= z!b2@aXOhQ{vc%+Qt?qM(v0ysI_zCse{_~eCKXU@tIj4aoZ#kzW@qN7T;QxOgNnB#p zn3Q?(|9sp3^GpAKepotiS|V{+-=b_sD5wdfk=w1Vovsm5`K{OM7Vd(nupx}uSZ9N>_+E7GutcLqcn`p*lo zjL!V8NB+Nm`*4EW&fo=|-acs~aLPB`IyCHgWM7$fg(+>9{+`nby3{)ZVqve8V*$qK z1@hKzN$^O~b)Maqa3b! z5?LYGy!e=vi9}v{9w+nk>ggC)bmwf7_zGX+>)g(U$;oop1yY>?*T&{qn^d3XFU+oN z=6gP{HamsJdbZ=Bxw`#xE*Zbhf$O~I3bnn|SiO>%#jT#3 z2|1xcMdkNfj^?s&F0v;P^@eFD??KA|0R~MlI=Sn_zy0oyyRa!S4V5UN#;9Z>46GxPl9#7R$EV8N<3=pqVxz9xXHP zsaL0&QQ}aRp;8GQC?nu81i}^Du?$GH>%)GYm33@A}W#T_cJUw0p^@=z7y`v%}s_{+L67UG| zA+S1^WRfQ~Y9!CB-m1xyv>)))ND*?|2jU47+Gkjv{4Xzn%;W&<#rnJ<{8B%AFcx~u zRsW=?{LX_HF`3m?E{Dti_BxrtNnHxizW9BBs_I@^9(d43q=7;#86s?m=Qg}S%eVV% z{#^v?nl>N?^Ll`TAb`hn_4@P@Ypnr6exA2B5dnw)&@f#Jc-+}5MRuw8Nwe0mN^`6} zo&|&QbmHP^_FLoS5bdJMuzY57bs5; z7DVouB`-s&^_L3SR=8Uq{sBJrSqQQ1`b>zWOBj;ybGRe zG_x>1;#T6`Ops zBt7GwGP^kh+U>G{I=AlkV2?jKVShJ9dhUMLk9MM+>+5XQzVo|FttmBGh= zbz;pKd1>(jow`(^oM#kr+?$kMUg4D z+OSk~Hh_>P!3R&8RoofOG*Ak2GieXVBFi0T%jlrGt^^!uEq?^~#6A)0j);&t?nIWk z0M=^uT?qLZho8U-n@~C#)7t~yUb059b$KRD%fI@$4}Zy%F**vnkKi-O-Zwxdr4JFy zhhU3Cf54;nG(hB&MGR!I%ZIOoKY|^ii+-JQ-tPlD%G~?JV19r-qP#hvoCjnYd-Zai z7T$^eKiP4W&&>=#qib}-mS;E5!_9o=$6Xqh!eKiO8bua06*bhH!%*j{fA^rZyeO9X z<}r`0Po-ZB$vwaF$hNMkb)F*v{1yuXK} zcOZ(dnmxYUuDIHDmBM|s)##iCNaF`7Dh0)|0CRruN}BJjcToNNaRHyB{(sjabkO)@1wrQRY8Zi}?_e*5$Wplc^{H6{*R5TEUwzGF>Bio{xX6wff zzMV*WmxVLP_@9Zm_FV>g3p|CLVrb4rPAJc_xA&_)rPrKvx{g=VyY_X+)SH<#dNu|u z$$%-!b>?it(_7|wU5As;8fv4i2p_x?yAF1lueLXLtC%xVq!RS2^SAj?7MX`N$S2wV zht#pgvH0B9@`2+Ngk1s60d*g5{q+w;|YS(Z}9$SYBHs@Z`L&rq(&XD zZNB>HH#%ZkC-$Z9=w~>fSzUKE@1|sUYlLPerLXp$?vE*bejEkxXuVH}f)0pa*Z*Q) zR3?(>)LiK(9zH+%zM3k(HubQDnCgjbiD1-0?tTa*=l#nb9q0&X5JV1@Lm$qA@lu|a zmS2se!ni@#;t>`vVWAZAzl>87NUk4DQ$Ub`XI=pRFJo>CQN?gcJ;k$2wySN7<5_tX zL`T@>^iXg{DI~1s)A1KTTVHMGS4Cb%Fx$ZI`1i}><1f!bQmMT3x8x>?6~i&hS9v{4 zsR^-vgmI_iesxu+69nGtPib8`%9ORoBdQi_Pnmqjug>Q-_p*vGsNZB`#0DM$`6=B_M0mB>15FL z%?hSQ$|yRI1az)K-#ZYKv-)~7J-E*Q0v2KR!e^mpxY=z zXpol^^^hhwrWbyUPbsk>=QJS{fyv~>gOi0IG{FX$Sad4m@Y#2Pf(73+ai zShbWn+f>=R>2H?Q9NEVN*E{bNNa1z=W-5`p0HT=%4Vrwt9NPw}U8w=PIHmdwnF><$l|7w{5zJbp`Km!A^ zvaaMiejF++9LB^&gLE!JZ~s#FI2UU2;LdHqK6&&z`?@q>HC_!9>5Hdc7B`^-Q0KSz zRVJD~OsqAR*GkTKYeXT}K{tMIL}bs?n`51uRrqyJ{o|jN*!R0HcYc)TPH6LhLO?_K zl*d{x;Bqg}0Pa_2+&UGe+cuzOz#i|&g|vjpw%WY@#IBGwB)cYcC*kom zH`P7bYs-*i%>`>Kwi5CSJDy46j_YNHK-xi|-C?=mr*-cN(A+N{{`^WK zuH|zLrUo5Pq#T|+yHo!7;HYW4{HXc&EBg(F7x0`HSqDs)qXh=k&3%>hUKG^ab~$$X zI7uxe(CWzKGs@3B8RsmONl^G|FTrbr2AVK?dU<%-*N4@p#sAmsqey*UPH}uotIXyf z4lX604;dS^?CPiNw7I9wMJko?!T*pq*T}2=KsRi~&1J>jtv{em|H{dv1rlR7X>mPn zAr)d+am7){{S7eAvc`#DIxhn z;sIZ67BWv76v0)-BNe$+rO_^s8`|%(N15eSH)ST+=lF@WCCnymsOGP)M<;x&WgMLC zuV#wv4rmvggPK?Cx@33ND&}r#D536$;|lCxo0}$+pf%O&5eMk%j0U}qa|~{0G2Az} zJd*v4IN_j+fatT!&gysgK_{rrGK^Tdl3vPN2ZvVRuF)lPbdYASrGgP&=&gC+{0(OC z=G?^DzV|WLNxc3W=PM#=G2TjQJp_BlW-oMoD<17s{UEi?%rk5%g~np?uH$uH((B^6 z8mzfZ8L7Ps>~C2nHA`>I?Yd{bup}Kb`TT{%iW%F^d{g61udLVA*qu%OuV;HBn!F2tTik(;u9o#MP|RBRAwkc#MI6 z37tROlpQJ5c^wJVS}hD54Ap;A%f671JzWy$Nz$yzS2Q_EZ65u!sxBv1RJ4&9`p9{S z^wT~Kz{`Y$$Y9%INpfnet4#=T-~VL6tTHMv{WrvjOou>~Qm58mPjI>*MW2B4Fp%@} zI5}Cv69SQM{e1?`RBg!?Hn++k=BKQ4Itwg=n z>Cw#M?n%t8ZELPOm(0!iv2bcC=wI!>p5KpNGk-nnNnwEW{@%Dq78Tm{@k1q`TuoP+ zf6jAneH{DLmJ%x8yVy)7op=K%?yfEEUtgn?+xo?nCc|t<;nm6J3EDBYgjC%wQzc#K zF2IX-3p%wAS~D!I%*h((C>?Mt%y7rpytH`891V{!G?QIlRmhl0d*kOYTgHOX^+R0C z@4ob%2uynH$cTJ^`IWoxHyCiKG(v*8v>jTbjD{rK`KUvDqhQx}KS*RUGQ>vt2_<&> z4an;0O8O?%t`;M?_f2e12s&Cj{tM1e=R={%JjIKSXD>$JR_Wt8BoXgsw6mO66EP%^ zrvxAp>{IvXAGs+*^?LFaZvW`9znM$3M7Gj7_|Qjbl$;?W=R6P{O#;VHi(LY*+rDnQ zFO;AJt7nJ*AI&2GVg5KGCWDmhK(e-ND4fB>;&Jz&lKcc*Y`&J>zX=|%_op-P?)nUH zJb58;z=YR&@J-`zJV_lK_;NmUi$NtKjMG}3uH^36>d<|n0z4D_g@~jje$2? zKzfu$hE}+u>3^1@Asbn+WTl)*06=RL-EFS7PTsJX_x){x>HLv6S8>(gKYmxnzfZRQ z*~)CThPly3RzqOSpjF2&@#rT%vFDR%G9@6j7`AQRfo~`Sk-&*EXg>JIm*k&-aMq;k zTO#sTXG+}=!f>SI!HcuYVr&yIM9$`eY;j)<7}M))IT-mAkF3pEA5=I5%dsTIUR3S6 zFy1yGScB=873Ynw3a8jR983OlRIL8H>tEMllMbqDTZwfMoR&~bb-%WuzcIiBvdY#c z>^BV!0Po!3prjgquh!a-=BqmDbyuK4+|v4#ysmc?6^v8FJ=(gVOd9^za|TK=NPf=| z6|ilB+)_z^YTq|XczkG?qNQ-|SIkgSIoYW=Pj+bw z4{O*$PP3`tXzL3GUhT*Vp{BvwoJCvXnREG)kDEbZ3Wyg>kS}90jh)m=?ds|7I!6QX z?K-~G|MewX`f>s2@e=_HLI%cfmIq(=KjnX3l z@kwcl6|>yuV1C>oQ>*5OFVJ!8){Lw2YI}#Qy!>oNCkz1_$g)A@{ru^G71bYSSy$f^ zT%_GXuC}mO=g6D0PLui3UeC4`-q3s61{Frj_&-WJGkn@o6(bIrHNj+rQg~Lqmqe{5 zmKK-YGvmF1I7yIHC2uWBR@@;e!K;b^=Y>*PV;tvEMk@S=gp#^3q}jm+XP^rRJ1 ziC>uvcM4R$vYps{Cr6t8oNF;!At}iKl-~|Q=F^XPo^<8tvy^_|XA%Q=Wd@_wQVZq* zyYx{*6JXfGp881+m^zDIIa`$ubv7529P9kIr(T5<#?V_jHTqbyWdB)R#LwKcQ7o|@k| z#HxUHl+vNF?ap1FkVTo<KqBKGD_D}g+A8@T zQUax8Ko)iuu!$LBO!sp$_uuWunL9pQnVURA4n{kXbwIEMvvYs%n5=j|jZmRHby2~L z(E2o@M9%`RypEJ&PK}kW4#+dRM~+NSIwJ>@D-?(OtaoZ$t}hU&$T{y)KS{T0^dUoF zF%n?TqFJ?prjfy=IXToqU#>@~ z%&g~3cpCAVIJ5W#%th8|qIAUOp+YjzKJ3ahNWjFV*GsPYK{^S=J98D>8B^f(e_<)I zjZR_NRYIbX`oP z>TzZMZ#TXt$;ah@?#{=%W z$cSJtueejzc!I~;u}gqI054t|k6K(H4Cm}YSJTi};?`Hdpe19SuVk!!TnAE-xUV00 zl#V>c#WQfpv-3Oa<+yzEV;yi0^hBO_%FKyE4@tW??#!-{OEn!RMO?Um_x-Ud@UmSP zIBm~+;X|?E%5v9&spHj!G1y}}nsp`11p8gV^Qa$_y>U4Oz{?Dz3z~wHdR=C*%DvHy zGCf*zm7#~WrQ|ULOZ3D$wnHO2Tkj)j*hLiel zYXz-N_VueD?U_tAVSAk}iapV3kA_=4cQMc%UYGGdOSSs0Ckgbfp{z28XZMgdnv(s+ zGB9d+zlctp^#~oE!K9Wy}w5LQ2nr)q3Pj5{ZD?mZVYC)@~Q`VGS0{Q8#O+^<< zi|p4MYI{J;al_Sy8fc4;O6-IGPF2^XGZe^tUb9>8j&<1~*2SK8fliV4!ug&&GZ3qa ztfoyWQA1P&0-N9%$!>FpGPHWu`FC`>Qa~NUb<5E}uL0+zP5}aF@qXXYQvA{HW9DRE zvzu}c{#^VK*lG8!f-=B*V|BUypN>!8X83ss?@A{L@(vO(H@r3&a<=XJadQU03FH$r zS5L3jTRQ8tz>d5wY{w~_Tk!?jFIkvvq;u)2mBMt6I$h&={%WqMCy=8Q@Y-f%+`z=; zKOmPAL`I41PyRUyu`ane95lb9wg|4mRW6~LF{%HVgVfCaUKc!1L0nf=>!evzmA52G zTMD%cp`g90bo4eopB}tCtI7&IHHN2?lrT)&E&^uFUO=SH8@S89txC;m*X!~sDTSb? z4}of&1nC{4NwHXw*df#Ox5qSrp;>MReuD+PNKTJnvHIEQtOtpb++}N1B~CZ$0xWKk;~VlKf?0?oqtqy=F6JTpeuKIczRBK&Ep&xfx^8f`030>1tl{8{*L-e# z)|?$Qu`_p56!0Xl^b)R7f9Q-YbjxbNxn+bvVt?6ndVW8NEXYu#0TS$EAv0eJEU`5Nw zJ}j zpyQI^Pj$w4H#>C?OsYLHl|Q_gOLfYKz#XE4n*x@o#11;%hdfn_{`6p#`DV#VM=#v8DEbQIr8lI#7+en_b^JEaLfeKnv{JEa@jtM zLB;FwHq?rWQYMngvdcBb7f@4~8GcTlaHi#><=q-$&LX={8_XzFJi;|uQAOkUyI=aK zEf)w+_~}9~zr?qFa8|}|payG14U=GiscQ{p>yHjXD~hy@e#cL2JGZ<0Foaa(fVOf0 zNGy&>B^^xb^BQ}tcA?Isf|RbHg+IleX)!8<-2OhKfASaRY{2PsHmP*~(0os=Qh}rm zE;%5Zt2?Q^sGIh#P0K)P6lup0QLQXd5@kGYtj4U%@pLxT-wakqPj>&sP=v7e75SZ(Df#3_kgX`J{#g?ylbrF zH<|Ccc|@8HnI(a?ua2)XJo2N@6l%CoJlh$AjTbo?v|e0~qY_oT|^|rN`%6VAIzliL%~W$ZDX4R?}jY zKZ&0y!~>#8`HvO?I^_4>F$u%v4@Z~V>oPH3QRgB;f+Il1^i+rR^`KA73aj$8 z)TF6iQVZ9q;kVaO4BG<8-MZNUA`o>hKh<20Z@J+WHNmE_a9=T2z)DIIxe~V3kuRXL zM}1(EFZx_8S~!uju1Pre6De}1A~}C^?ZiB_Lfd(Z3=(O&O#{vO&H7(wp_hOV|CezH z=MXM|`CH%A6>z1)F#e>yZLQsfMhx8Bv42EGo8i=1hA&{@KdtbOQR2!nks$G^|AW1^ z46ABw+kZunkW!FVP*Ok|=@5{TQk0G4oN_VHUfJk@4oOFlM-ALD@CcW?Jv)=dr zzW=?}yZ5t?{b?WjgCEv#&BJkwagQ;s>$=bLcWT1dGs90j&77IPusFm-?9?qAjm6Fv zur5oHY-hs|nHasf(F%|{V&ntr3$N=a0GK<-vxr#>?m<1Y#by}5XzFJq8LyO

          N>cml&dm=6ey)a%%XMcoiP&-G`1m zYjeK`Ug@b`h=Q`hn`u3Wi21TwRIN~RwYoymZ(p#~n<>P=@b6~-NJ){7WD^u+N(I4U z`!~z-kJ#yd-+TUZ@CV@+Xk*6aigCj~|382G!*v4WE*rsqT;bmf4E{mpG!hP+gIk>= ze1ALA`X^=7i+CiYAs%cA{L}sU@6FR+|CR26_Ux9X==YAlZL9zGC&+_!KHwbd(Haa) z|LJ1?t$ynm*`=RzJP-TZzx}6!Kk2|ZPSGu}X#IQljS86A#=>*0x&Q7<@wayj9Q?wH z)Sf#)VXGm;ZKC?Qehb=V=oM=csdguI%~0b@|W19-Z-30=e|R zb+7;bN9{k~3tQ;7%MJT&fY{=wE@S)NxXtEB?rws9n6;(*mX?1F{Z&$$8ZaQ;$cGwsIw(`p*Zh#&qC#@^Xdui*60QU=3DKv%H`R3}>5!v}sa2bYZ z)!F4Urca(QIDvOUeSUjx9hS z((XYg)u|`BRBN`7UofSLf$HjBek%4Ju4?_gcxmP{)s2gjYS^rK<*4c|pvYJur9VHu zZ3@LH9lypP*a3ugi><^eFF9SB+UDK9iSJzVw?q^Qy^? zLZB&Br~+tFTO?}a&@o5RZ^`w=eGe~u{p1G7kjFFanxEl?-Hi@m;I^h{H8@#|5>H#g z8YzIz%5!`*g_m~f>H77>9zI*Ooo==zo`hXfXUHSLu|~j|**%%I9CV(^89iaB+^|8L zu<2!)1zLsQTUf{5aCab(#3*^c{iW`xs=Cqq_2$o8DBI#J$ae`bsbJ>{xOJ!A@yOZY z4A?Ulp$h22NH@((o8jzjUpxVqecptTu=%Ia(Im}4 z%Tu}0nGo>i!Mow_!H2o|GkM#ufO#@0i(*r{#JF;2!+th@J6o-{`jO}BY)fW?QAJo* z>}B1R{44^u>R$_kSM6H2B3`#}t#-n1!}b2!Ymxr5C;ktYE-d6HLQvB|P-Lv-tL|Mbo;QzsI+#nBd3X9qRcJxx*GmRw=F!k!n214VR*RJ?aTkzkjuQX?Uc%piXfVLj2_*G>& zX<~}VwMULKzxK|M(nyHWqN32Q(tfDXCg$h3jcKKXAgT~Tq+{=DO7(U-+RN6eN-xR7 zxGK?Hh4GKceEi@Iaka9^PG-=*V!g!1QOXwrXSk;$P1bg~`HVf;xq8M`5SYHY^1wrwafM0FN9fTdUXy5gjW&cC$_^GW!= z`6i)CZLohAqxj=yReaqUE+s)L8-r>RR%t|5?5GXgZQ#HWc9C-WrJ(Pl_yszJ*+RAM zqwPo2HXnC=E9B#zJnjhd2hzk!QO-#}o0aev#`$QL9ZG3H0Vz(57NJo>h#`Yb=(tEN zC{9h2|IV_0hX;n~=lhbNwTno0It}<4SHdsb1l1q6-&OiJ50aCws4?hef&S6`YGTH2 zSV08W-4(e1y$!oA!TrN0CK`zOVz0{e!fxag$Rb6jQ5gaWJ&t}!m(xLNZ4BW2j(* zP%@Xdtlzk*I6){L)vZq5(zmI;PIzuUGT5S3Y#(Evik+(CElN|`_5Jil*-Ns7YD_$! z>^-8h1_TU*uQ(^_-4J8#Quk&)dDQC|;Wo2Oe@d694LkOq{fSAuqCu4B;aRM?d+smq zFnO5~Ep+Ucb7d~tDwO+jqxgl7-kZKB-@;VAB+}E77XJ3OEreg=QMhHt_a~cv@=u?< z4tZ$3h6x)W{$+-XWpZ}b7V7CG3Jczr9QvZv1N&UrF>ksp3Ge40dqc^8W^(MyP;S#4 z!I>qIJoWv@f1^*rKX?%ea{9bX>cS>)Xa|U}Cb?y$w+_BD>rrrt!t>DAYx~JOpIsyc zU(5%{l1gSNkceujTIkjNkL<~E^05D}vnO-H&?w2m^=Cq?OF4%&GZZ>6=;|v4q!oZ|Vnes4gEcidMlQzwFNRD~~tt~qmHssjF zzF3DRI9Wc%b?EzTk3w&@a-1Y9J(m@)gEQNZ?Cw9h246hcSZ>TVdq zp;e~xp*|*pD$ECc1C(JDO;L(i+o?y&->t;JcRtU7f+v8Y&wp>{(<@JI6GFSz?Vf4>oEj4 zpCgp2Ej(T9$`h>5QHq95a++0m>B}Am?IgW)Y3Lp+Bo3G+Kj{Vymlm?* z=j#qf;S$`pBl__4)73D|e(eA~Xq4Qw#8gc6J=AEs@0#taVDH1MsOx)Cp>Ct5I&V0? z3pbU^^2?9efQtu3m_QK9X7B(6tY_`PhOAl>-Vm%0Q2AqSx|IkK*lcet9b@ zla73YS}O=#XnL$P`;TYiAap*mX^)?igu*O4btAF^HlKx4UmJ{bpZAncL?VPY2~b~v z-I>9alh2tk`ZELXF>v}8_x2m_UG8`42?hwig)Fn^PdNBH00yPykr-vSG}_a0(OMXY z#G<_dfXRwuWjJp5hjL}AR@Yox-ES+BLAQ*_OorPBu~V&UBNa_^$m^rrXm9dth7q!h z(E^`#kS5pZYIPncRuA^`X^ZanQi@RP3v|DVQnao=f<_0VwRQUA3}2*8$c|)@+*BTX zbc7dSeC4F*Y<&4;z3I(S&@t|C*1)n2^Jcv9RoWQ7$u?6CEEsrPu@8Q;rc~h+XseonR8CJa|G#@hhd7MXPxUhE&A?`yj40z z)$DuUQu~&&k2S~$#{R+?bWI5NS*+XdqtWCd1JS>rpXKEj!8I~b=Wj_~%dytdKIlx# zq&k~*Kb@TeJNqRpx=ds<3~3PvRibk92|O=>Cd+NAkPmr7054*TD9sT?E!TSy5>J@u z8$$UW9~~|2jwkd`ZlA<$DYlqV8-(QUc&Bla%JY}Dzm?~A*?-2>-j(DMY$gwVI{m6H zPsnCV`W3_~^R4_E*TbfTuWrG_XIn+moEu_LqP8Z%gz8tCz%=e9q;lUuMoiV>+&5NAIgQkb+BGn<*)+7i&o$J6%f112B!ut;vXhQPo!C!{;Ze$O`m2BGu79-b zvAs=#{-V;wcsS54i$RIrYat(Nw}hoAqU!2#6( z91vIr6z|{HHjY>4Ks``~1KbEtd{?S5du}6Pz?uF@&_6ghiBGVUx5R z&w!52hH%7SK~=^p16dDi+W=AES6*@kMs26s9B+DNJxpa1^Vq^s3HW!KwkDBPyc>l6 zc2t%apF(VwQ(SR@6(4wD6 zHOPVwaDA4c(2NktH6*81w&+G~Bcqb}tQ<0i)1}3JFsn3 zbjCoJmfO~v)&5`~0icJiAz$X>y+j%2HJjq~v$AuF?}cR~zj!+>-yKA|yu_-V% zi+7im5f*2P!6+KzjUf_zD(XhJ=aAf~udOLuvGG#mc4)}zy`SEQWD@;e@joo8mg-I6 z7haxa)UkohA#cPBmR2-W_y6G079bk#!%O}+OBa~b;tjo4p{|7l`o0nCY90PAvL%tF zHPi$U8mK=vSVlG9N7b}M+rk!fBn#uThz1qsXwv0%7Hw79*n(s_pwk*C+HK=SxOhlM zu9elmfUm}#dt8JX-M-$jEQIBWjR&{#v(OJE#{VEHsjL4EQAxGd`2yX09t{_(k7J*> z2d`M$-P!N4hDK{nKZ%GqqdQgw=axzp!N(U+<9m@!3@?`z*KndtIhQ*j@2)dBGVcG@ zVDzM9`6SdDuMYK>eJxiKS}unKsF8aR&_*iiJS)FM$KJ>7O%v!r`>blE=Y^Vb6tPcc zR!tBs1$cj9G>;4opAwYl(N6(oHiU2DwF;%OpQdL-87lotZFjap;uJ_^f zj8f*K7^u05XLYPiK60favBWPRGRyeq%43HRBzQH7CUy+Z#_9Xer`|%Dd1@H(Z?#o? znVetMPXW)H>~}uD(xi%ouu>>?$=yK5cUWk#-7+ttMdylX*PE)mz-+BJx)68u%;FdV zJ}Vy!1U@0xc0o^miYuf0bgs1IiFP#<5Q#&Sk9p;_9CY7#zV*lqQF9Vjq12la7}&DF z2)4>?#Z&f>3BH5!lwQ|IOnUNFv^As|lJC!x(sh~-xyq~6C$673Fd=rJy(_x+%|sM{ zFOXNIa}Ncf-(j)eIl)ef)t#Wohow%FCNx-@2VGt0oS-wu%s0wz#O&m16{=k0gnoTB zNV`3(Bs#k%)Kz0F{})^*5)v$CQQIznH)h$PGZFO_DvsbU{PN2Hhc@>#PpSvQnd#p;sJGk%e{emEgQ4Mn`X{i<&wD3|c~=|JW%%y#FFv+}hh zjcrk*u@jyzJYWkiMK9o%fqM0Ghe6we6|{q#8NzRh9KSxtrlBDY==y$|`z!y8dGk`W za6aP5+kFIyei~!+>`~&>(pDvmU!^!L{tF?@5)-U+kKMQljdOBWXV>(Q&V2?Ndn~Dp zke%aS%`YWc)Uxj@wA{~w|BD=KzY%Y9Z$HMGe$WSI{(r64 zpgt9sqbG%?;k4#DfTA748R6EuExD`q$aXtDNNKk**(UgyD2chZyoYLKonmboZ-Ck~ zFXf4jqA&?mQhM%5uJlT`k#f5Aa>p4BYKxm-SS&*WMOP1*Lsryd7D55COCy3%9ODar zikrGoPgy{~QL_C*z{&0A;#GJx?*Q0|!sEG?VQyXuDp#@GU-h-Y5|(J?QlTWL&eu zA7U(;A5ivL`9!6?b=MvVtaQM?Xi1*@=Cy#4;`k67HreCT^At6M^PW~$IyOnKfKHcu zW^+}(=C}Kwm2toLQ8i$)mmVA6e?k>1b>Eteb|um>j-XHf^Vj!JxgP*PK#h3C0-Ysp#9MygEe?Gx%U*2iC}SCS}etJQX%Mqqs& zD(Z5~BW>EEt^A-?3x9Wp3!SG^-wz#WrvAfM)v+3d z^BcXCc0a{DFi>iX`{R!QvNAQc`Tkk|8}GENK}JYuBj$XbKJ#&5PxxA#bgbE8W8IN& z&WPnA)rD%UZq7|_DRVb$GeOIO5wyHQ zN3n06Dzb>!?`_tYRy0LofZxVHzOsdZOF_&<fmRPPWX%0;@q9>R}yeKmgUaLKa%j3naVgrzGmf)ffVS@)!4|apcQ0L{y5Gb^S zhv|K}6Cw3y!V^tmX7Z3nd!_9^SOC38ZMq9&AH;N?JcaPkR**^A{FXf;OeYzi>*8^h z{r$VJ_Q&HZ2}^3#NF=2`^NI2(Yuni<7_#;Q0v^q^FxS`g=EoY_o!ky=Zmli@&vnUz zrpR=kkrlL(ydN|mbONk*Km_yFQ#0^DolJPpB**5tQ+2_pv+AK(+s&ooz+}SR`L5Q! zMTuJNFOo18@i#ViHQhGGJuB(}9!N9Ywr%(OsFn6NLnap~a5I&&-xI;>T4SsuI`cNY z5=Vsszt^?e{apcrY#&7L$U+=Orc@>m4~~;x62P-oI%F5FsVv`anCFrrxGrrWyscK$`|8mYWeL{w zo!jKvnQ1DLDp&D&Yc3nQ8W;2@BumP4j(P6+E>*FvUD9N}4!#8ku4PDyyFzzCEE}+B zLf7BK&v*5wy=cBK{c!Q7rL24PEg<(X3jTmg@C$HBd55f}x>~?Qi#T+dmLriha?i&Y z%kUl~&GIr;>m78;CfcptGNuvZ9_E9q$=$d|7Not@T~uMtrhwJ@R+`1**@G_;Z&xC9 zFjjP#ioabD9EEt#OPXvzB6(5dtT1JfZDo+BY$f&(vtAJ>8LC$3%I@y~Ug@(i;|!Ud*T9(o`a6@eJ}FjUO)3|GmpYGKAC zB5^|sLs9^3@ubdvE5DzF?D;vo@B#XPNr8dN{S!%yui;^b{n3i|a2d}yZLtL38+=3v ze^!N$tb;OI)5DD>4n48?l2A$Lm!1*8unk*BvfP^V_y~5hPp4TT;9C)gLyW?yagS^X`go8{-p;XVs-9;Y{+83+orukauB9+*5MvZV|gZN0)__Tw~* z3Y|pq3*idhL~M7;j%h_GU?@C&HK_G@x0He)vnO7ZOVjzl$h~`qBur&TJg0{ymhJTU zc@*Ba!?3|DRylSWGZLB1Qr97|iKjcXJWR(8KbGa|2btWbuJTCoV;YZEzg|PCbyg9f z6?X27c>F8(Zm6GespL9VOe3=Q1>>jezS{Jb4nM4a6|0qV`SGtug(#M#?$_^wYO6)@ zw3kV2Y*TKhF<*GkKTLQb3fb9^!x&K5L_Sf0+K*Q|^hkUR3+F%Y80>&mUJ*DeZr#wj zPrfl#GZ^d~x9w5zPOAcgm{5bF^AtFSP}1_a3}kfI6p4O~up~0sN!Pl1UI@ttxXGN+ zYKvq^bdYaVRpi3z{VPiJiasFS&?)?s^mZy5m%)WoVlpX|*Y4X*lveo5c!z&swI$=; zUC@ID@e`P#A|H>94CLd{P+S`S5DYF!ey6#netq$}y?EE5M9blIcIHgdbJI9c7EKOp zJOs@g?&Nc&KUMdO`K0%>gjSOVn4aAqA7B}OLL#(}}^oH(k&@r`2>+FDr+C4&QkoB;KwuzxVc_q5VOCck)0 zsmy@uq;*#WxxZ_vRm#>OnAoL|PW35!Cht5tV;8y6c);JRG%1yEKuLD^sQ7XBQH%SAK4TJ#bN05}bY14`B(tMRl0WSB+A&)pU(=I#NuErF z%YbsrIq`9g6aZWrDzhiZNi+NJ@7;4HR zFVV|4*JxqwMN4bSCwad}Qtj80TK9(J*z9pShW{(x@{#WUGrT3&`fZ{`RU_djA^xT4 zW?~ql2RRiP`ilc^8!GpGvW#ND1~6rNviHrl5H>y~mmsZD|1%f<_$JS-@;rzVCt;B* zTPKsX^iF8R*e;#$WeH&^(bNlF!w)S|3kpUJd9zBBY5NMJncDTQ4u;QhK^;uHfJG@T zpB^Q^HqQ5H2qbuz=74Yo9mn z<|eF8$i@>r=fRP}G&vZKD<0FOy?J-`dyE(K0V6T~LR4}7+SuW>=YE64DW(^6@Pe_M zY%sQrT}cx7)XRb)s!(fksL)L{4~*>EF!Yr)Z6K^>%}Hlnjo^m zvJh&&{0yG8{c6Z$t2WE>wCg3KY5@n7V7ILWjdwHS_3Tyrj7tpMl-lTD2@1+^xk}3@ zMOXQM1?LQm@@D(1LLX4o76azt{7-oFC34czV*SPHq5SUJ!!0w6dIJn{_f?%TV>1H5 zC6Q&`2vvM@fk>tQ4z~mebV(D@51sLJK=2fRZw-Gy8>Icw=0y8NbJ9B8$aaOsJ;-KX z{~yqnDx6#vO~lOys)xw#l($o%uA9~`H5yNbq0hEN9bbjCepQFLNle-x?$hd1gy*Tu z5M?zof4jYjtGr?2n&y8)TQ*F*i}g(GGXO%2_%gSpEppeuG{%eB ze)!Yq+;tZXouMgVt&q36Aab;p>OIRc$?tw9G~H|9kGR~o=^Wgu$d8#{ui>O4GwxNO zRGQ4q+8Qa<5uFUWS{<=9qaTHuly-NMq@pDy!fG zn{W#9GezJ-5gq98@dt5h@`nLT3Mo79tG8cd8%t3aQcl@T6;$qE0NddAezhc4X%So{ z77v2QttVU5=b_u_>Yaixu+?=eDP5SBHT%)aX4FY-c2!l4Y-L~XIs2D&e%s$GLWU-; zm?&B(Qxd)$Gm?=kg95n>DemOiGcTg(pGxoNJiYbqyOIt-=uhWC4LBXo>(JMj$TUZ* zXWjG@Z4f4AZ=&hrGB&H}5#5L6!U;qWslqsn%gsD0gR=JVdX4Zr0q@e}uk-fP!SqT) z#@mv;`AMr8v5|I?_PLMh*_KFpZ2LGm5ou;yoD=VIbX3klo5$qfrr;I5{SM&(SFcW! zpQNf=895X%r;lYrbu0VyHQr65n{eP>crUdtMCGjN1Do}=3T&%Q5pLq2qY6>oi;FZ9 z>vlKv^Uo@6R7AjHbbL8K4fL{)EvdywlMS*L(kmqB+7>Yq;-<}T=el6QI43nLMGGI{ zICvHk!M-sd==^$%5rk}mKxtp04cuf_G(IZ8x~;3-7+Y>_f}7hPNIxbcFdo45Z@(ywg_ln_owx>+VdU2)TTz02>bf zXPhNslnn8pR$Z3qi(Kv4<{K?yP4~#mE+yjb924Fx)@o{g0r$|9eRX?NZaXAFO^Z1Zw+fE=B<9|cagmgY--e{Oo<4$)a>aSTJ4R$V2OCO zP}<9aL|U4@dEi=b2W@5g84#nRTHzR)qE~2j4JbL4U$4AaLCh)5azDIGJBzO?{FVS= z*e>SFX|5HR@G!TkU>Y#s8#(;YzrAUd8!sUlZgGaYzxXISI<2g1>LX@>9A-&*x`Si0 zJyyK#=<`c?-Qpf&8x@-OS_`Vn`i}oqDQk>{0zK=g=0JGJ5OE|l(vB$b5as3P|^In=Sk7q-!uIs#>C+O0sw)wyM1l{o(9$iO)74_Oz_`Q>AuIrVL{ub zNSDZOke`zOUr5Wey8ri(mS61ee!=%dv|4~((iW&De+y(+Gir(6M%wWNfwN{7Wb!R| zTx~(d)4u$Vs%vlqus>I!O)r2!CjeR^>1{{}q9X)QZ{+U${LXBUUSmC`VN?sajGg_7 zT%A{dqiKhfwWghqX{7z{h7Eh1!L)YEV~WJj^kx z%1mlFsIr(`lC;>#8=u)SRl}EQ_084V-R)4Anqcv8foh#B5&D|&Oqen7x+l5M2Hd9s zUdNejU1#_l%7#=Z<(gC|`7*tH;xE4M`Q!hAz8vj^*c2CQJpY`gP0FvAN5OCCrPYXF ztR30o`_T4uO)A7LlR?q+q15x+=~otx$I|&HLn;}rPY=W0xAiSfwkLP7AqcPft)hAt z8BW6Nx0uFPH9R`c){qiH!@h+3klj-XPZ4cz{{J9gx-JENfXw3u=pALMxROcTtH^#u z<`FIg54iEz@)tSE(9<%Sx?LoJuVitA0S?QY{w2SylBms^gtHWZ@bKDrU6*d*!#=Jn z$_W7VyWIQ3^tZpz`zOJ_xAzMHaV|a^byh4iss9DUR8CY*DvFX_`VFXoo508`+!&Rfjg8_bsIT|kp-V5`xVYBL4LD2>Jf}5L3LHv^Xpig`F zjA-JRblkZaFEt+@0Z|#I*LeO9OeS3v>>p2wA5fOQN9iRhP76B1qi*z5T=$`-8}T8J zx)&9(pEB=b&$;JuI#>QX*?qvdS98#Iz@mJ-?|krUnNfd1V!ew^i-cPJ!T41bMfjU( z_qoD`Uns{H`DW)>r!6(Tv(dblP>=9vhN6p5*xY7U`RvcdS%Xaiz8a^!RoB_%Qw9vj z->G;Ht3tG_Htc88@2vg4I0_7}B`bF1Z5T*+R}XPDn8*_xYhj%WRbsH@{>GLfv&Wc| zyfmikYJS?z=J87*nXi;kwky;&kS=cDz*EM2>GK;$G?!0Md!^j#uqw)Nzuu0^$w7}X z7O0c6Fo!dIMZ~m^9{|HHU&g_%kBc>o&yVag&xdlvWbYN>z<_3Ma;L19)dGpXi*6;D z(EN#h|2-$UU*{cS^>i`3(T1u;KZ^77kI2OcR7zVdcHX!=`-6SArtT2e|AUue%I`DT zi)nQGn=s?y>^K`X`NYjI3Rg$o$CSB+OF(<#x>8s@8$Rx@o5$Lh!g_@zF z=XgJCVSi?vM8kr`^78Wi7>?uo8N-NbgQ@)exXGRw==_tW13{Z5tD{x2WNMK%`kHZ|0qIiI#Y6Vv)LulQu zf>ggVglw78<;QdP7R6qpgTHmJliqH;k3z9wXxo7>b!nprq24W?40QQ=R~k-UTSE%Gvm**gJpC!2 z*Jlca??StqKTSLzQ*WIGx_IaSwfoK4pyv$#S~4Mht_Ktt2VASa)daS=Z-U>gqyjna z`C$y9f^gzj%auu_i$V%GEVkb5V`FJVp7~K&SdGN0EEGga45b%#RxbKj&K)fJQ|;PZ zcwVo0UOq1)c{7SIIi~xb6QyhJEC{UY?vss&1A?ogGy3wnOPRQXRr7*7716EF|G*s1 zzQ@pj5$~o6(Rmd1>lH)Kw(#?mb4%ccIJEbqe7UphFH8Q^lDVM7i$cKehwEWKZ+)fd z`dkPZ*TY>mi4UG{r?NY#(zcwv0tqW(M|MmLE8|2vk4;lu9a;)2lneKileCYnFDkE9 z3w65S3^+oIyf!N`dtY703N&_8UF%LxX%%7^HmyD;aGUI|@HvldEc;V=tXnzfbA0yN z;_U4^Ch&TAL?r&Ioh}ac#8U8YX_V|}=Y+QnZ<*^`lyiQD$l%1;>;=$-{g^lOEGr)n z=*1_uj{f3={=F;)JEfiCRUKZ{V2$bDEHGgKmHW>z=bG<(Do@#o_)QD&@2usWPic%3kT)1k7Y!W+-jM2K`~am@x69iz;6qJ%s?ViJ!O5J4LU5u>d|IeBuu;8HjEiG$?U~mJDM! zJ3jO6=08zQWr1D7cl|{#Ghl{Zt>K=R`l3&FEJv<+rp>r4WpK98Qr$P?AaFtk+Lu0@zE0L^0UTekn8ZVu3SuR+!cALc>+*$EL(^0t z+%7@MQ*fyXP&rszDT!WHi2lAZS!o|-l)5|93~`v8arg+R8`em^%RKgLob)N1tWlD} z)Dt`RjbI>fdv+{*u08_$|?j z{B>6rs`Z_494fa6SdMFa{FKu{4|A~-DyyF!2kDxmQaxWo)mq~{KggWP0}_SnSK1E$ zU>iKAxQ%+A)RYqA*b~F(VTcH1NL|N8eMshJ#J*9p9G1_3>*#}nRtk^)5`_%3*|U9z zzyB+cNBgAFu$XM35lOZU<(*sCC>4k`CEF*u_H>7vRL{eTY#}ups-C9X`Gi-`PvIeH zTF)9|rd_j%u5{A`i)$KOjXLDxbsjM_tkw*}d(Vb1AZbP+kwz+yFa|_NkR@`tmR0HM z%qxoRtvR;?J>Cm%4U2_^BEPo0B{QP5`+^0lp=r@+E~AYu8&}t-9kVy!)tWZR(jz8; zULVLSy4%`tu}#Z+Q*vikJTrcenAJfdpN&IA$jEa5$u`J_6@&ata@Aw@0?g&p%frD7 zS0wP{^7(1o>u%Jg4#XKK?VPM}w{DVwG2$oPxyy>M-@$(Wx{zWM*&z zxDX0gejz>=;JaF+c_%vF!CW}Ezgo$C^X(jhzmg}>E0FFFv&9=^50ozAhcX?v^5`8Y2g;{q9eo$3e%gJ;@gkArAx{c98kmI@!_2mo`;j& zt$2W^&zd&n(5^U}4lSMihw|$j>vm`;VeMaA%Rk)HTgx-7hqGi(a+GI4t*Exq~pJ)!tyTxXWJm zK4eB6o}@F(A0Vb#O9E~Eq=cEd-WEvMC@6}P@Dr@jop5JQh7`LfM~vVt80_Y1Z};X3 zcC+TaI1u;cb?4qrs}l zN!_Q*iu0(v9BQLC&e3ZHAwDnFR-q3o;X}JA)*WO}T*QWw=O%LQ=6PK|e>Ko}zM0=r z<2$;Cv^o*x-*r*ktBKD)_${^yZ1%51A|Q+RU6B{ zr5=7ev1{?c3L`4M*P(D;u-M~FPkJxBCU-Reg;>+=p#6&Da`~*rdfBZ$$U-8Rwa!== zQ%ZZO2Jq0Ygr}0g&SKHE(5jE4wVL(`;ovPsH!S9kg%TwycoQAF4~m-1z-r>m8fhyX zou>rU!Q$^b#3K?k^kYEN4@yRIz z+?QUHa3PQ7f%@5Rm1NfiXtSk;GncJZTD63`4dcSm&0cNAI$Um)!Y(YQ7Ur?*Y?Llp ztMESF`4`ofF0Qq{(go|3u*GLoRNmf=f#`T?`TE1QC-A;#{ohGCv-pF_oU^#OI}}s0 zA2@Hp6z>_t5kWY+6v#=@3?K79gXvANTlg)u8r3}Z2~z#$tH<9N@r;(VM1U5&n<4`7 z2=MKr3+^q=0Y=YGn84;!*xe&b&x<5Td+X!MtT%IV{GT>uSwy>&kPr!yG(3)kUi*^-YPO4+GG(*;!Ya6#aSpf&o<dhtxq_*&WpaY_&k$8iwUmAbWUp=O`WQuL=v92;*txs73xl3*!CnfMwX!lFUBD;|sZ*XqHDxu=NQ}6~k+D>;9~aSf05GlkqiE#EXLi1P7+ z$)291t}twc&HJhx%f3&tq*e?@zmmSlbq#u|8peGNve|}*=d#$`u|zeF{hyRF+()ne z#_j9!@@p+I>Qj5C`v#$rWeT5tIuU`UcJvR^FGw%hKZF(RI3}*u@l1CTi7ZAEr9WA% z>|8wjW=p>>L&kXbEw^>Hfn3`6RGhPJ zXI-e?_J^OzVhH32lAt0=pUB2|%i6r=b&2|UONr!KVT)2GTdqqGj=`$J$2OTDy(K^~ zbK*rc&TEjr-L%ivL4|WoDyBh}nyt?N>D^xWfz@mPbiv|Xh&U*Q?I@?$8?QsC7T(Wz zPxO`rIL^6miXIW3R*`>L%_b%1_%Ni_PrkRQm@-cvU``x3= z^M0RbvxlKhFCGivjFKAl8n*@9-vy}vtk}wkkk|!~t&-GhI&BhMX44elsvQ1+bHF*` zD~$iycHG~?D1PSLC;gd|y`|T}ahN2g!{HIt09^MOT1)_mChUI!vpR7aYb0VbX_ZAQ zsM9Ov^e9snOFgbw#_MI-iav5!fSYyS@vBKQhvrf!Q#?JNn?0?+S*htT_kBp1Mk&b4 z!X~`*9d?)}3i0Smz2@5xb*!T9iQ7*;ThdD16YqWYZ3(sjKRlUV@;xIly!q+u+BuLa za_V+XM_hE61T)k&rvsjA`(41Ixq0OYfQ~ToSGQNOTIfDemU`Wx(NZVY*y(yzS$mTGl`gf3$vbtn_BmBP_I3A9q-_en3Z%%s4x)1Eo=d|QK6?Gc zO=VG=RO~kj^K+9-TJywC9aen4g$6gI3z}4QHE6TY+pN!d7ui-d6 z=~%}epv_+U1xqI5;#fshgAT5Gtv_?l`6gp~e4X~zhmUujO6lWNOa}6=V4R9S>!RrK z)TsZ;CTkv~DSl0SP;&A2`vxx{Qja}l)gW;--er2UWFl@g7o)`!jj5)nPqRxAv!zW&Xfh3p!9ona8OJ3 zurZX!3cFu)qEY0^y}A|Nd!E(>zl_PSv^~T?Gne zCvbJ0ez;zY9q3FvYf#4ZKQ*ew|K4ZSIU!Gk%z9wxULn0so$pyt<)-(Ug4@nx zupT=)h|P*5-<~Xq{20uXe$RgJ_|27Ot=|!1U10d(PQW()8ECv)kv%bzt8qYxnb21P zyoCtk78TYhr$BsOS5ijgi0Hf#busW)M65cJKUrB2)so%Q{37Eq87`Fd6ZB)bIxZ+I8%pKAM#jn#??;cu z=uL;{;aQ>-_|WPK-3|!eU=4{Osfa~Rn2;Pm_j7h1Lp2p<4gQd$OHJABFOL-CqH5Hy zprApzX!N#@?#)wbR-!kOQSX0~1S8ia?)b;zBLSr%w6>>54(BPU5Mr@z6B%04F~Cmd zdDaWL+_u7bl7?twxXkRN@|?lH4lw1k_|%HEx35z>9;R;=K48QE+maf`Nxk$j9GUUC zGPr!Z8>hBLHbZ>fb+sOa&AQ-_w}VSQgs7f3>AF>S^rLXLNzC@N!)HDs<2mo={672A zi+$<)4L7^Ar%mk)wa2G|lZ7>Nl-I1To+3^g_?yh)qIWgV^tzVvolt+UQ&u!tb>e?& zyCtxCy*9f|Rz5?W&$29K#%Fn_vtDViRb%NZyk*Pc*XSC#UoG$Iq^w1UZE>$YZ%$SG zddwPqt*@GH9`UaJT*CQSE8)!2R*^dXaFXKn^(m|#^rX|JoMyucyvMSg_ZZQCQdrb9 zQ=GE9_*pn1Df<3zvhRO*{u7z)WXa9Hp6t3&VPT;rij0XPBnG-rvx>?I)dN$ie&;lzT}gp z*lfc+dh;4%pGP<)GvX4nC0{w!>K-t&dwp5d;JQX&C7S z2?;3`X%Gb&8kFv#M23_f-Q5UEN=t)ucXvw+og)Yg^H8T z?Kj0Rw9bvv2Mu*Wd2MS@x8C~(kUtaqo+rTeNPzQ&yjX5%$V15;CDJ1Mk%n2bYGPpn zG6jnAB?dROPPRjZ;dov#>$jC))U}QBG2qo4ydY8QO4bTfIm&vxln7)-HK1%>pZ^xO z0=$)Oev*dqm)H`}n}%}|$S!(?W{W!mSr1HTN-J8*%|~@IKJatd@hmTgrN$N=85>J% zE51Ee!2MQSKj9vwCiZMOkZIs$95psqhb?Z6+MBX7ZMCN%;eV6)s1kgC_=UO)8#A<= zYlOc;`Q?z`_NVGC7JZPB;!7Xn1byO`un$c}b%;(@_mfEk+RRXL$8?}t#7KY01^4TI ze(E}Lp7kCMV4SxFUDsmFsx>~5!^Cz?l-!MNz6+NbHedb{R$bntf7f@q*?L63!i+4v zS88E#XHbJebvb05N3E9mRW7rkeUAff+Qp0tR1^Lvl&!`&TLFOAM}{EXf0|2D>Xhjj$K4H{M24g({F zFMjS~hYNY^rUxp|rxK6vY{Eo5`bTzhi9QePOj{}bZuoO&>mgnxhMiA6qz6hYLh7j? zXyZLY9ShS2gNSqBp+gWF6&t^v;t;0KI-?%q{N^j?|A(C?^~-lZzrSyNwfF9Vqyqf) zqsO;R2Cs(tU0{CaKSOiHIE;an5nYpfRwAG2k6D}A{@Q!irgJ3mv_t9y8+eEScWgWC zIU>B4`kNAkMXyptr(N-#ftOuH@lmxc1}3g8#O=U~Qo_S6Tp^k9Z_FIg;5Uw2m3PfZ z9@PGyV9~#+vEh2@1vh=tOSV_2{=Wn6Z}Dj4;D#sNY~%WOUCQ5m$^Y8oeL10fhdH#6 z{4vh{zrv$+Jpv!YedJ{Rf0t(dW<{$fy~+3K_d;D+%-=LC|8oKS=TFZt!N*K)lqmdH zm$*@n1@`fiwa;09Q)T#@o5Kq}#*Y!8``^*}_NBnVw_b3c1M$zR{{M*2fBi}X`n*j3 zY-i;E&PD#_5?#1KcWbvEZp!*M?XUlY`~CALFI@1k{u>7I|N8#Fji!J7%8=`W#~5b& z{UQo~V{7?0f5V6Xd<>JI_HVi#|GcRG4aGmCLa&8j(BgN6Eok=qS8@Ev8+?rK(^S@f z_0k;ap%*FFUjr(CQ)2v^IR5`%wf_uEv-@750yAB^pfA?XV}7vv9IwH&_?Y)L5L|tp zBOVl7blXFBq<>rG0@VgsZwvo8gQ78Eh%;ceyXOSxb*OqE-K++E>0*z0Rb{j+MbH(1 zXMs;^T3f}0Rxj=KpLTq=k9X-w?d`2Qq?&N;&#V1{i*rEI1aa`bi|>RMD*-H@T7Je( zOXED!DX`98kE67U?vJ_*B&>P0pjRKQS_6vTwTy8ZEu7z*ZrPxYHur$g;Yb26qah07 zE)`ZP%AUX9yMU8ck+0jeCPRN1*Ihepl3WuD)#{!HE{}Vl*@h+c_Ot0|j!W(xFW~D- zR0WRQwE#=lt(3%{dxwX(%qn|Kj9(%!0wE6>BYCJgsrG8S(aX%dLw~;VomxmqW zkO6Z+r#U;B6VNuSM&FgeKpo$Pa-tZMZErS&b*28utGT?OeEEw!`RF)h&H4%1^ZZct zmSY+B2h+3g9ULJvmhQg$X94RZG>EXaxl;q{X>Zjvklt+4z*i$}-fN9}va-v}6TTNr zlKxV)?J$l~dD588_e}}crIw}~n+c*+cG>2XUD4PvZsSgJ{#;LcS{?a?`f@7oJDtR7 zL#nVt_H~2DUd?)*LE*A$)>SCQlb(72)6-qP1fu9Y%==Uuoz7(2*nth?N2}4wepQrD zK>KPY)mmo{d&lFW*B>PSY#;X z>gCDe$7p6{F6tB;si!lXFm@xeJIdlnbJ@r5vPWoKca}(W9f!G!L#c#E;;$`>YO;GT zcck>Y!+C`Pi0-b$kUjX{Oxj@^KP)_016lI-E8J#=xmFQ>9=bxZOrm+FZm&WbN#mF; zkGrPXSKm6Su8~(3;Ni+MQ!fu^$V_hYFd3|pkC!i%9=?qQkCoA`1F6(<{F`2bf9Cg* z<8<#)R?ZrX@A!FQUFfPB-({5a^7fI4+RCI2yl1OIdS-F#=;WpQW-dbX;p}5K}SPd8cZHC2ca_TM*lvQnjH^@XWn_^U5J2f z=a%MTt%h-|THR~3ONs>V>xA4l1hNq^F~@eMxQVm#6Y`gJu#vUD*JxM7nx zh0wpw=62`t>|G7bFs5}8@hEZOthn68p%^CZg~JBpKReCjepeo7BFB6L^;-ax}Q_gM}k8M_MXRoZ%`!-4ZUOVIDw*>%0i0wk=F28VuZC z`C;m<+=>i*4ov|;RP&@Et&e{yFGyDBxq%~kOQ#;DvzcA9kg!1;7DPXCTOpL{WYN4WQuvm z!bCltC_lDc9nkTFArrBVF?n^{v*_26REw8#fyYftCHLZC(m+9khLlHUTTU!#YM;|> zNhHC?e4Z0-DVM?XHifhH-KXpDi-2J4SI$OQfdY|XbS~}OYWhF3a+M8Tq<%y)Lh+wy z!F+iA*UN9lu+Q8?Nh`K=(SuTFt<)KbU+`wGbg{}WPN=fqCcDVw7DP0He&UtCo%u}F zW6|{jzm<%~1!=0wv2sEq@eFt|l(`=n8;CCq&e%nTNj4QMt~z>>+j4U|84Cm?_>a8~ zIHJ^3EyGJZ0xPdZCnPf!GSu7hH}`>9#x44Q;)4H-Bv_qY#=`x}CM2LBDWg)S<4B4q z-e-8@dCs}zjEj;g#BBAURbGo`zWR(k*XC##&f|_x!OE!dqxjO7wU~$VbVS|c8na;e zojX`+-EPj`Yivrm2#BR`F+-^z`!J=L%~WaBC|WNXbSuOPLa*iAwA{nG*)PgvtWo6% z!EEj*E~WZm^ULV+jxe=yZ$g=ImoJ6>3|Hxf7Q%Td#SBUmDcJd&%ocXTK9b6Yi;#&| zA0fY@+z{WIg&C===~p^J_IW+DrM2qWaB}+ftv%IyixrD@_(D^&<9=zlmZR&GMnj&F zB`h6MQ+cf6<-3Xnb=WX#ceW)%8LN8*S8d7a5577~N%LdAwiYArd5<|nw<_YCb{{U= zr$gNGx+OfTdD#z|s%H0+wVez@;twzHjltQ+u5fY&;yxViy6=<u0w zE=nN+NF9ecP_4L-Q6wXg>_F@E7VNd)XG6`le}#~dv@6kiGx7`lRU@$Q_<8fn_v8Lab3$Th0|1vJ{xIIy^i>?6)hsoB%7io3jc4Y(Jcx zX14}LX1>w64`4^AAgi7kuwT3mS9qne8u4+J1>;V&Fjso|#iP1xw+Qi2nt&yq+N}gs zG&cU2ZqxuvmQ`xX`Tx`un+FuQe4jB{&7_5xO`|N71wuJaiGvNx@d zQ!HDJ7l}m6&ZLD3Q!S3fjM>|r#xNRsU@@CoGPzn^B zZSbPC=79Y573UGB$IJyDBEqe2D|jycyYX2*E9_u+VukhWYcBpv%rH82=)z;g9noYM z{F2c6GN;g=-z9crQA*mn!PhxvDW|_mqmC6cZ!nC8#w@=UlsH(|jBO}zaKVd)FpMn@ZpZWPW)Z9$AO7N%(8CKpepjbCU0if#BF=Du2N^8`HiKIQ!^^5ah*6 z+-v(p?H1uZP0~k$NCM2f&@KhW8;gLzJ^L%mAijRR{Ls&wCHe$CEeZgv-ylN5$+ZJAt>D?m2rsc`&4{i1;=LAsoK^Y; zv>M#l}u;Cr8&-IuWg#jrGt+e)2#ZcJ`SkQwJHF66B!E&0P7Fij-A$so+UIOM`j zG`Nq&ajtfL1()1%D`nR=tOgSUP79~3-p#8-T&bloba(f84gIQFt1?5oNu`Q1dy(`N zZf&b~1Tpy&o)O%CXRG`>o$*pFo<8yDk?S3vgZpctQE~ct4H2oODBtxYlsMRAw58S7 zWi)lBO)20A>X~<2Vl!GibFU$Kprc8c>A^ATitWP#&NZ;(V+yXxZ+ACO<&(ZiXzm6^ za;MC-iS?uuBus7vw^6doPs6;b2I zuxNmOpP21BR)@A8UOevVMAe3_YU4^MHDtBrM@k+9kKgqf9kXoVb{dOQC~Rn3j$UVV zd9)uxozJyS2P@FS8GQ?dm?2`F4H3K{>JBuc`D6A)feyW#RY%di8^woW$ue%9NW9i} zNo3-Q0hkE9BDHBxIaV2vq$yX{xuOAjToo>9@o}ZDJn)L+G-z4{GA>KlEn7+d^p)lr zV~Vu?OFgCfuS?9E!3ck!e58i42upR_Rz=?Nvta*9s)`rI{6fK0yAv4JwTzp=)cGBn zNAju*4A#a79rofj%2Ct6vL5)M{=lySZ-x?`Q!NxA~q) zF0!JAyv^*sE~Qu9nY^OH4PY~| z8z)%5prFOIEEvJ@}5*yP?F6ZMJI6J&+Es;lJde9!q7?gPPWN z%;R2@w$qwtl_FN~(s`m@W!1&A71!N`AjucVY8eY>oPF^-6Y2`+UR03{EqY#GUcx7a zFd@(aT6%bUAH?z1g`R1i zR|}u&aY{h#R5}tqu&~4B1f_K`ZG79vT!84imy>xNS#b5miLli-+*SO_m=RZcOEi8` zOPIli!VL3w_s3IH!K^r2s(*z1L+{r@M4C+2KA4%%7(T?~3&(GQP>Yh6%uFY>xa-flyx_r%2T zEJQoNnE)v7jaX_DWCp1)M*(l;U;C`k(2iovJ=RyeU#J&pqU5QLltu=ftm>rNacA;g zl%FxxF>;;u)`&(6J+YUa(r|yYBxJEw@z`ylrc%e^n2|fI&Xv_A;>2UPKCh>yi!y(* zbdx0yzZ@xFS7M(SD(FOwejjKkNqp}Zc1Fb)X@9ktH9+2_rS(BiDE=LIzK?ex&Fmmgoo|Kwgra&QmO)sHN5 zh*r3KX=fyPHESb>D(}p*C8?KZg=LnoNT9Ep$DKsfKq$v2!`e9IFM-cISOaB-C0g}B zhj(Ni#(JrXC!s`U-GE&T9>NxFv#3t@K#wd5=F-_;`VT6!uY*P+>j%k%eN4l6(`gKN z9vBY689sa+3-yU~0Hz9c_D1Z_o@d`BjTGlH=Y|_AN2Cj#*)|Pv5syl=nD?Mx0cS?hN#q0W!PRepg2nC` zA9yZK1kW3L~DD*wAu1c8+-!gS#4ah0yw@T0vcVPmT0Ko%63F&4Zzz zic=awxYCLQ21~I7>&`l@;k4&pJkpS=$wAnY&D zB?PYGtR8lD`P#?WT;+#Ic}2bVIC};++Mig{(B8c*t@5T@jMJngzT;No;oD`h)5oW8 zB2~ToAO7&UtB%+HKZ`m~l#gG(C_LgbCY!=f4r6h*>}DyX{6cG26k{P3k_Kb*Lc=al z-*t-?sw;n2wxu2EZOe*~q~}Jx^bhfp-g=2E4~ng^44{U@BJ*L*`l;MFY1G4feSSIR zaZd12B9xJ&~rt4v$B1(sP?1npH<6B#?bMoDv(SHYtu`dBja#G!7d z+luMk6wgG)Jp;!r^@I>4tkP;RtuI}Z3 z5D}Q=95`p1=6+$F_+3exZN>A?ntS@BGv=zuFO5l2zQO$Tf%GhmFOK0}^~(KyT02l^ z;uxPp@=LdJvmQBJ#2qk_0)~G#&*PpPnxhW z!Nw0Q&bmWbO`d6j(A^|*q&gM_J&LM_#bdR zEp;K!;INUrQ&#t|AB3iqdDOW|htV^?b2whLPdGK@aJBs?7Gtl7%OKU^H_JNfqBh~rP`x{xhk?sJ9XUX^^T|IY`HD7S5QQ`Z$@G+-I zrbU&b@;pb&Eje*3m6D*%w8|8)?KXRtFaM5n2S7XaE_Qq+_v}qv<$R@o9(7v$;#Vu9La8+t((a?S{x~6SW zXUyv}XmI?TOaM{$?NW&~Udw$rQz8HE=bd8nt%}zZrKo4@+!rdg6P2SB=!GcJSY#)9I0{|hCFEO^-YfL_|UQfr?GZf+(eGQ}pwlIM?HwfLu0b7a25;M2PWS)AbAOC*)bIpXH#oOaEm#$d6Qt<;al>lL_zmZNHePC{Au zMN6L5*&~9J(kY`>gtq4osrQ02zBjlmfHl<{2sIyJyD_JC5!uhvlC9hv0tg9#jZ0Zu zfg)yT`)Am1`0ph5^n}oEd`nNhwoZzNWH#@DWa9??JE-n4>>~>Mh{UaKgi=DV1RGxD zB70nC4Byn%6-UO~-lekr6u*xiSUI<)V|T8K3ZU11z}K~iYyLk==~d=HkpmubKq z<2xB{^n7(wkCFq4-q$U^;8XO6h8<7~FB$}MUgXA5*A#b$Lu10x5Qyh^J+vPPKHr`; zlpTo^gT4v-$x0^c&q9gMm-1-N3fq^9eKnQJ@FH&llqQ|5Uh4PE_*%KCA?~`VF862C zyNdDhJ@JK+jI{aSD+1!M%ovHivY)R;31RsRzb(2Gug8}XY2tn`Zi8vd;>d#VfCZXgO`-WKM8-= ztkUZ)FS9I_U%rA@ad@g8Nv(2Pkmhm0a?fayan!1-oGYz-){QSu&9)`5^&Q8y)P~Qe z&sop1o0XGctcNC}I!@I2_&p1pF3^c9i(ccr2I4HKJ#|Y2UR&wgtj2N^6T~DA>u|y_x)7_uY*I*Q2tYZw1#Xzx9+|pkobzSH9IT zSt1h+vGucEd?PY6zAjQ)WsBWf?yq76<4mkk25u^8!BlGFl(~m6a3r?@lTpWwk6|ij zZ|Cn<%H#KJeSMpV4OEJ1+p#3;Z#B!S+gjdqlr2ueU5s~+>I&_UNH)K+IwG7-4LajZ zFrBuKT%lP(@!AxDB%pfi;vqaJEcAeVyVK(M?MMdeI)zA}v!g+~>BCGg#h8|zEf(^5ZOkiJ-YJdRt>#4Ea|vA2u5t~ zO|K}sfXPK0;MQwbDzniQj#-aLickE|6y>Qiz%v>eq))LnRBtnmv{+#brGQVf`#yJr zy7lDI9R=S%x-YWxQ*hf)ef;Gesk*+O&+s+KS+9OlhAPniS%6DqI35akpP`k!l7mB1 zw%NBxNk0Mo)%RIoxK+Q+)I#Vt-X5X&mu$1Yvj%nzD7BnlWbKgP5m+KI8n^pWJyt>m z-DZADo%xnFOg%Y!^WluZiX}Q-d3qe~lly~8u8#lbyIY=)6a^crax%V8lU*>Z65zL; zj4@Nm8uO0t2xr=GgSMOtceO2tC8<^{q{JCs1YSx4zR_=dti1+(ShIIp%#KoR37*P} z1crfqdH<$^WZz}ZylJfXuK0%!5898iHtKgS^N!iF7P_*tHj-XRltGLUWQZ`QnfD5qG7BqN$Kh(ZkB3dMwZg?IuZVG{d z$!n$C8tzTCtj82fy)*9CH6X)Z=A*x8_u_~ejRnCHUAOzN7kf(kpXpXyI4EU#s-o9vUn^{w!_9F@WbQ@oE3 z|CV(Mcez|a{)?7V)j>ldte#V~`TI^F@{RgjN&XS{b>)>SssE@O7Waq(WpAixZC&jA z#)DlZLo(-&V_UHTI-visYU87?DFMyTi7L_n_eKWv^UFj)Z}3tGi5_bYTuDL&ZY=ysoba^pcmWoln^EAAKCD6!QPFZF_Pf{qumCOoL% zHVNzX+X|wXF%h<=^d~}t6weMZ2EIsO-Z)EWs+KnHbk~`GoDlpz67tfe2h+*@3)9uN zx-%@c8P~TOsX=NU_(ih>k9(o9=aTW{ch1O*zUpz0K zB7GSU`hD6o?gGPG8cK7oIDG{i!uIZp@?0IzU-M7}>lrTwZ{|zuIYX&o_ZmU3xPyl* zeAodDW)=kpgkil`Y)*J3^8%MnG~;5mP$z5&?O@>I(H8g~l79G5kn~D=SDF1T9)owE zf#Xm2k!L6tkry);vYZeeIHQM&0HDwzmY~MMQ9{Bh%-)>G*<+()kza4dxV%oK$NwO$ zF_{Uxq2ePxf|@|XM+>=r#iEPgnL1>uDFQfpa7eRBp^TPH zZXkoei^fT<>%StH4?B^PExs$amV^>Sm4%_x=&)B=Wwa`wQY%z%%WY1y1su9HKbtH4 zSsP7}&k{wGZuk3E9vRZW4L3Fz2gyx|N48>_K;X+${M#x|#J00GgtFH#wWxt^p{f^~c*MTWcryCtzhN{aY85wU; zYl_AH=|)+)CS$B%e&$Ul-(o8JE?ST8N9eiG_X#@~xSw86G*SAsYV96^JH)NAU!w<4F|c;9H)X(Wt89e7F5e{}PVt;1M0iMhkb=AZAzn4DRWVK}8~o5GnJXTK%_i zJ5H*z)XkC@6p3TowPPlBE~U4;Il|eB3=vU6<*0O}a47!Md3{herbw(nLcJX5 zUDQ4ZPriFWMqU@&9R%M$9=lS|)9T%8pQ+lZO|nmP&(WQn0l9NpevEo@19VAEt^TVV zBtJ4Crpw147=c261+gi{0;u!RGe)x)U!WVYnCm_aP>Q$cAkbyqiG4hZe(K|A+D{}v zYve}0b$G-bSNVkmD|t7c@t#PPG>g%u6T(!B(k;_byw%T_D8LM#*|RXx^fTt(tZ&GnZe=8J1E?u%hTGdeWi1 zFxk~ya7t&vFY!}d?TkfU`?m*k?;9YqUCqXI>UFXskI?un`Q7NIoxMa+gMe-2heo&4v(_TC$51xag$ zGEih!>JI#jptYF86C8u;_=)H92}J@k$Wyi8n)TW*m;Z`d-#Mp>H1uyU8 zE0Y0jHCWq78=J*pmrB-QwDS`(i&*_-7=SdwOSzq-&bc1hK9wU___PxCmmtb+G$uRC!&Z{>71X;_CV8lM;B*y z<-wOS$Pee;Lu?yfFD6*@jhSsFp!z*3F76tBYx4U`ysL{xIi35CIjfCsj&jb<~M!l#XCPg+IZ9uRz;MF4UF_(I@SM_ zp}rOaTGv7v)s@o+w=$$d?EyX$e)$oY(oqU1(R~LtTu*I9H#4J?R*i~rZs}icsf%TA z7nFs~Z3)U4H5|0y%*O+wiM+9ZSRwI%UUT2p`Bqu3D&kw7^K|hcfO0sXrRc?mg8&n< z^&Axd==QLZb`l4)?JSVrooU5gnUGcG(ZHCLLhEYVNwllcZczKlvt8%AE;8EUK`ml{ zZs*asIOx9Tuq$t09OPdg@kc%d^bIF@j;2JlE%(@~pG@kEzVSS|qh%B+HHT)iRRSTR zie34VeBxBAAAttYP0a%z+HO?%1+T?@uZ8Tv9W|MHAl&J7Byu|*SO0hs^6xU+jc~Lg zT4K#5*~kNwe&#{X_7Vp8TQ&zjn`7JDdRTL+6}aoic&cX>&4#`_w*iv(kLc0;Vxsz- zwOK+1jwK#yUL)D!*7E7w_|#9w(E7>yxOtgQTjt8+`D}+fcy$F0#p3ZZnqe(t>JRtP zAQQCC?gWTGe_#_aRfB`C|L|Lv)I3kt;|`uqs+G_*PXPC0S8^aPi#amiIwbZm-n3{h zLqqx~yBjZeVYP!EzsnZ7MuMF4mUB5F#!EI0XC^WY==ohW#(bGyUun>GylUpF+Fp=T z;y3pi>1Yangx_2SIC)!bSbYV$Y%squoT2?tP5X@ZrV#)HGz@BxlnCgM2U7f#r|Gb0Zm`7 zSjxNSXl^e!ui$+IH3wAJ)nT}2^-`<9I^iLhK%l}N&&@q=unt9M!?0IR4Zgtn9rI)&P?GJYYN;B*p z+bLUyz|Roz^Wc_kKVJLCJ*p13dk)p;PkNGH8kklnn}4{Ij5P-wT=gD@9H=Sn?BpT} zVQcT6sPJgM?@Qp>`|3}V=l9i)=iiLizr@qOBgqsnePkmC?vTj-l?8IOdv90<@&T<$ zd(ZZJ&Ov#<$45=8Ahk)?m?qY@^~s!;Wg#NL?p4Z*z8{{5SoJyJR<{mYa@hg;TgN^M zaG(^NpEga~6$eAHwTO8Ah1%liaY`)@!tk|k&Bkb0ItELrmNl9ci5|B#Rh|J7&l0XT z!-s&k&-sU(2mm>oXf!U@pena5d-;q-K3oq?MQPPV8yc_EcwQWG6*L_tnx-B?sKLE0 z20?NxTJ)1OGg7@}xg~%c(e$|ovMlO;sOeo+rvZ8+xSinK zuwV^D4>mL9=6d?ThMG+L)zk3q62P{o{a>ipt7pttfc|nC`xyS9WSLwrqa-2qG^Yn*zJ}x5^=z%-rmTpR17jpo=Nm@~iD~}+ zo&F0$&-{Hug!=2CihLE=t)Y0P1!33FtM>=ps>}7_N4SjQ-)SNkz^VwpOy{u<)gN*Evg6(mSg%UQUc#im& zi!O^-tIb1rZy-Jw8?&8r?b!$PVH&8Rn@oZQ@kU>^fwCi0 ze>Z4u8YU`dp()gJU-Z-lClFSXtD1v?!9a0IxtBYH-KnTKYYR!Dp!&O}lIE5Slj1>t z$L-s5jVeW~gD)uHATyaTl{4H4SjYQ5ME2~AhB&?^=9iW0ZKn;s56fLMZIyr`I`C%l z%^>1U!9u@l=N|d3f9*6w7Pr^(KRAn9ePHPD&v=-0!G#PDbA3y8HfR;uV;ZtN;Pr`vUJNc5w=mQE2+#&FD{o_w|)VZ7}`MkDD0h>CM1oiy7Cx~VU4yS~eZ zHQ%Cj=K0dvxeJt;+*S3>8^H7X7X%;IipLTvJMt}7kXx@i+NzFF=An$ZRS(O<#u&GA z02|nd({-BW8vgY>d7eEue3We9u^cNThVyqS;fr;ZOCqi1|gvr6u;z!}vIY;aN27^BB9F z>GT`zfu*mJ>Xfg%`TQ{R_kTHXE2o{?yQeY3-iTzFt4m!YhuS|ObCunDBu3)!mvV9i z83szPq~*cz)$%+jNz{39!FXTMcu1kro4Fa?lUzi7^*P*GkNsAqdLpqul0D-Qpx0)X z%lCwzC98{Ljo)!djLR*0~sIm{FS^ohWADPd}i_op5i11)cLPS5glQ) zx%*;#ma;uK>lH#g$mVAN5}%5v-sc-Y44U zttLQETeo(~t&^$n{Cv03uv^@D#9D3ow+RGJ zJ+$#W7E!28M<-b7qV^X5eS%>NE9UDC0gW>jh7YnqG)60&Bd&oNIn;?E?U_VI>#kS8 zCcJ?15J7%kigQSvcsvwai2w4s8WQHaIvzRglH%OrqP|>_@$U)Ru5=UhQ{@9Yon{`Q zaC{4BapTuzEsU`jy+|N?HSt-9g)%C9Mb>U z1GTwlDsi3&xdFs39?Kh4zi0;^eJLOb{VwNH&@MH%!SlESw+-gDLV2uNzSIN7)Zpt7PrD9kE86Z zAK!b`p1XWH+%>C&5~rx+V$XR>N%9CWFa=*a9H*Dl)BFwxW3XDCID_Ts#}PT^Gv~)| zd4oyo0o$r!#dM30{k-vNyHS4h&2IwnpFM3@A%(`otyvFU^17>DZK;v#Ar-X;u!|!F z8B;Q8oyt)SA}=m;8)RIp&&DhB7ta??E*>#N%Xxsoanxnk6b|vd+07W_l77(!x=iEf z-1JE!D*?>P4}*##Sfz^)IZ6;R$Ml7+)`mn^kkQBCTUS5sAC$PR+ov2!^~a2R47@oG zUwa=$dyrvz_V8fLXfB@v&{xM#KuMe`zTbAqesXF;&{~UIzEb~J{r0AWUv%w@2EhgA zjK)m;s&1xapYW}9EsvR_W-{HTjj#vk&&o3~4$Gt~2j!%^dcEOTg;i1n zDU6r52CsnUlNFevKaSl?ziY5_+uyo!I$N86#&%w>uVz>dE_Z(+d?P$~IK;Jp!>Gba zcE)x|#CZMlkVGL(d3s&!d)mR5#RkU_KI>gCONs#%^5=94Bsf!NpGkkb0U%yRX zCh_m%fHMJTG%S|D`Gt?`<-6N|IKzq`#ZP?`%w_yz?z>jAZG$O(`wJg1QCzon+Ju4c ztX^C2?j3>A&Q!^L3@m90Obo5(S~^At#PKc!Wo8Jy1TM|ops&Osw7CAHI<{WdkM6Zv z4De(x%lqBr3TUR$`3ds5y{uxxCPG2pudb|xbz}_z>d*uOw}zUv4rgGU$`)Fc=npcq z#=(7FnrZy>((j_tqCp5s?|TFt#&%-C?*n-MT9O#NA%9AjqS|}cX5s2$U7~fQw$a%B zR=%?;t6JDBtg*hKYObo`m{VWo-~lTGyFIxNkys0Y&wH_-fQ+x2AcKrcZ97+B@oAPi zPu*$_XhI^!{i08w$mH+WW{jn6xn@qrEyg&-mIlsx1O#%ZKrchXugVehZaF~?atZ}v z0FW?!S8ksD1o3U0l+z=3GkAOj9UZhEnYZwoYx6Ro*X0OFN-o95BYg62+;lT$he6G3 zNl+q8Mbzig8FG4ZX@NO+Kc8We77bZ4EQ~d<`pj8Bc`*3x?iae19M98Xi1#5+(4m4H zg#AdCl#80@Q>j5T_BXd*KKY*w%=1vf?&5aTI&GAOy7zb@=~MciFYpXIfo10ilVOR` zoy2~dwi9T z+JtAV4mi&1@g?lo`>JTARhTNVvc_tWVbuRVhG<5Lrizk|K-yckBtwMV#{6uwjJ`*_ z>l5;A34iNJ|0@SC9$t7v*vi}{^Ydr3_hrpo?+@8Se0J36&-76F??%TKveiCb8pjXR*?UZv@Y&1B*OjG=@@YMtoVFb8eq z)mQ!ar?H!A91RCG*?%GgXC?fz!o1D#rD!JdsHS-0MD{Z?OizUVgRR;wo1JCP-KD2; z1}vQNk~AK0)X2SyppmgIcO{e$EN2TZurV(~`WlH8EOs+%^)=VGZN78KxU2NQ{rY^7 z+hr{3ydWV;>?z|dTz*ZAZ*GuxLO61$>FVp%`d5)m?ok4`X#~&PX2P&mP_N zC~S&Q(>D%SKm`pGAN)L1MvWJVaLbNf_f@s9YhuSB{t{g|-19Nl;> zP$)H-gp5n?g}bz$PrI-v;$MP2#qR{6Ll4udgS&8x<_lHI@5{}iGwXRjzCf{y$~Z^W zyI(%i+9)QaFA`1MB~0z6eR0rwgAG3DF1(++`&Z`tzd@~rBpxK3RE$a>VEJQc#AupY zXXpLTvQXl8x7!i&Q^RecIB(0BpAi<~F)y_mo(@wktYh4|C(&kfV%Q_2(Z#*mETclc^t&>EA6c4%&2UCrXB#^vZ_rMEt`hg)JTUW} zMhCl_G#)@_WlZ}(aq^!yww&ajN5ZU$PpC2hYIHu4QSh^ubB`4akgB`+@aQ8o3l zKP8`zNL5mgtvOWr*H-A5TX1(;66An=G+)CFsiQi8ogWLbuVwsjxX>@1EzxCy4S%+HJ0BjiZsZjYrFE?4q0eZBz0D4I<2lB;i^CMc<5iY$QYBH*cIH&lZ&B+SY{tKtb)|D{u!RwK?Zx_r2gGOk6Q~D^^hL;?5_h`2~ z@8T>44#?B9v^YddFROxN7Mbz9&G`)ou~QgC8cCVr+vs*e?%|~ zrYmMgKOVY3vhQ%;a+6qv^QZSIxY9I8>H*;)BGCjl-9jv)`agID&&tpR5zX5~3#R&1 z8{aa*@@h}p`n#Nf@I`i~@J34eMW_`vMX;%SiLX+^vl;7W2_&^}UQV?z}ozl(z zmCkpJc87L@SBCvj)!RKqx7&7g$zyBSM!U{Y+r_TGOW7osEn+DRmIm`CzyVyF%OSi# zTyYwMzn6h~5zBjt8&)aSF<6Jszrfn6sV)99`o)fNkgM50P-6nhjDz4&&vBJiv9w)r z>?j50GeI%*K}|z9iazDY?hb0fEM!Hj=#CQJR6Ca$THuzx&M&svCcfKFy-3QGb! z?5}yl-ZA$4;bnUTil8|MoiB>A$K&$J*Sh{muJWdy_I(0wa}%xWEii33bM>6>w0(qm zbByNKsre`~7@^TA#PY8dw>}1w0Bm6x+kej!D^^9<1w@o$uwA|oFfrwXMB+?I}F&kC?;Ql4ozoop} zX!jsBC8tX}R$O7O#E|_+JcKA5EfUe*OCU@zMj&+e%Yx**OPi7 zjjig{i)a$;74rki-w51 zuE|%6*O&U6`})@?_0u4fXdJAsZp~0ECQ{VsP8#mhZ}jQ+={_tUzt=ikV&L z1x>EK&xacrp*zBA0xPHB1oP|M=7Fgmc|aDoqUFPNEwS+l%G|RFn|i`N10l=an*Z11 z9>=g2PU_VBNHVHwU8h!+ucebWA@Q6O3X`oy4>_a-;aJpg%UEAOdMIIyVxTTD4AHkh z85~w@3A>i?)r3OM=>+BfnR?cj-Z})upL?*6!o~6nT#5=@ww?-UIQYab;FzzmnR#WW z(leYZ2_#>>5!$^ZYaBZ=U$Hh7nt3By6mzMLCfFcO02S?Z#@YFy)N}{0NVGGQa{YwtDJbYt^Q~7@%ce(A zesoMb>oc88;4!4iCq?IpsD@P26gxi=Kt!6yW={EOQ-2HvhseR2tT?S6>$<~^D~z8J zlJ_4#^H#uk*~$qUhKPyEG8fmNP@w@7Co`5*as`c@e+AHgA3^2psW?kSZLH5MB4HaL zy%LU?mAE>@NBijhFbos!*cOM(fvX7*=SnFo3f0#ZFTW^XQbByVF9a&yb*VjDvp|G} zHhnxv&YI(yYJW851SzCw1S?!ccb>nYR5uVi?H9LK4>a|GW1XgF_@!MhrqOnY_|xGn zu-eG>S2=B~L9fy+fl{I;A1|l9hGl;GJoKOpsNwJnBW}%UxyC&-LHy+6 z08nxBHGkLagPIQbAC?$+%2$pUr|(NbBYMhS(P$zR^%KQ0_3o1K5Axj`UT5lqYFi_8 zJNOQRv0aZsc~W#iW}@2$IPy`g5kaPu&}lS*pECM|GU>9W)ba|;iS5~-GD`BV#$>Z3%h|t%@dHz9kak4;w1e zz3I++_XJz;TPZq}nV!EHILLGW`R=J%xyvJSi;r+H(;3w;^@bf5i=tA97KQmP;J}0z zJ}$cJGLiPW*Wp-$lb8(}$%P6W=&g=Xyo&msWXQa&tAyeR`PZTT2zDFu2zEHjeyQw< zQtgzv-60c#=QgG9I4o5Y_-;bb@5S5%+Ou~rI_)BJKgJ|fHOZE2*S4fRL>%h1+<_~Y z9Z@|V`Le5m3gO|bxWv34N-Z)m4`xZOqMBm?jCzKWu_p2_oTY2P33F9iMWkQ;LV|5gA$8_NhSygq#S(^HC0_rs^GX^Sck@`)xC+w zUsrZpCc2_Wpa+W!dXYICd#}WU5r1+wjrp#3H~pG0?h7>)zpMsXE;W1z%N$5O`v-#7 zJ?MpUdJX}2z(q_PEk}8V1GzH&{2`8^7hmUbLdO@1^SGtoP5|)W@rg$pGN#Wa{9gJg zhUf)LFago+RT`TJ$)Kh5@zEF;dd9`4U)5>FrPgQc2hO$NPnJ|{NiO3IQ#n{KR^376 z72Ewhn^WeOkh(*5s9=R|f4*P~v1PB!IEvXkV4U**VedVoqRQ5F;T9u75di@Sr65Ui z&J=t2AO4HBD%=l>y9;(#P8*G#L?`I|=bh1*X5^-@Ig+ zF!3?Jai>Azj%M8ikhsH5wuCWMn?#5+Y)-oGDC29wd-HxAU(E{U4!n(ck*I!r0bVf!H;x-RuR5d3D0BZsh8}SM$7AI<(?XMO;z?I?h+x(&D*$asT1< zMqS3;XZud4lrdFf9SL*ceKYsAnJdW}om}KG+#IrtL=U)Iq!*K~d1&l@=JIG=2R+hj zW?HGp;PjTj>8L2~Q{NtoOV`key5x;*avIw{?rn3z>qUJhx7&qk50#t$c*-8C!y|oY z!7DTQhZ!XzqsxrhEAw&pvv&FArPVVeL_B~6(pRB}eD+HRv!RGb zj|~S`U?#=$GNcHsFXQDZk~pnEqp_N7KYv4!dFEK#J*R9Z$x-j!p` zNvl1pvdj_|&K1KE?mp37reUvFew@D_C0)Bb>9tw2peH&sBUTzaia!|R zqd%=`MhYoQJdI4+s?nTG%I*HBq><2mA-Kx_S}+FTOUEB~6Z!9>W+1l|cWqbf!b@6c zsFgV(YJ-K4Y0 zgm{6{miq;@cGV|2eroeAa`n&y{G0ev5%syT^FQ`CqgQze5mMhX9V)0QOWtY`0)$FxDvAEwjeFZzOlM9}^wUsTuJr zBwQjBnYB&os&EYT_rEMgPE&uHWhXo(Jy*1p4FDVWz@6Dy(>4 z=f7kO%6xTrO7Mw?@89NV->*NTguDv5o%T&VrM)CrAy*%)OkLv;t;_hd9Y||&7v8k$ z^58)z=&8#Go@ZFl!9-N4^0=5;0rjn5dgDEh)Rw(&tdh}@RSj0-E04JGu#xebizldA zQYNLB|C|AX-i0P{F`;!}^S@&XaBo1{>{w1RKJwpR+5aGW^yjZg)k+!XB2rOzGV%Za z>3@09Li%5OG=hi!K9>HcmeA70D>NRvKQ}t~x;vDY?`37rpg>2V5-9fyV9O`|D>C3; z@*!Y4DO0A5f5VG8WV%j`Gg;76*x zl{d=}3@JG-NIU|IbsI!@DzmYU?5%8gWXLDYC&kmE1CRAQS(31TQ;i-2I!EJR4j)N< z0EVHj6gi3`kH;4!7jdVXo{R7D;}h>2gF&eaG(H#yJ*J8Nuj&&TS_T6gcjhL*bF3zL z;#^(8jK~>jI3Elqt5ty?-MbP*pm|^xZ$SEM>%NSurT?d((X)FmSh=|J8*bQvT*L{m zu>(N3jj0)~N12HE7G7fCe@rXBc5~AbT%+R&-5h*#2)%;KxETiFG0Zof@t2w-D@AzaU*1 z?Ve~jjQ`n(p$SaNVSTCaa>VWm#8iYOSmIcxR z^$KD#Q)!9jryqq!n`s<_AkfA*sM3b&zC-BN^X;HmujCGrc*ga6-|2w?s7D&4G{pbi zgl1k2R~!eNnK{lnTV0r&y3d_=8~os_L&?2xZs%*CuZszS3Tz|En16?S&uM-AXdjP6;cpOljY^);4PvfLrjDel+X ztHk|NbL+&eqw(fz>qkS&ZbBDp3!IDl9Cn!!bMEDUmm#N?l`;BqnRUqsk=DI(>iFUzKnH?y-?0`V|H5bOkWKUF#7Ers8YGxk;DpED=r$CygHLs*{ z=~H0Ec<46a`Aq=PyryN)vCv?!0u+QOB{dWC@|$kiff?WaJK3N|*#&nyuX{fQGB}Ef z#P<1lPpI(W`p4Xr_8_Nz)t9ckQ}#>2l1c#cN^zAF^g^h;*2ePrsI1I)C2~-zu}Q$t;%2?V3n)I<{;G_ocP|| zCIp0EfHh=ad4q1m0mY;PN2fE8q3kS{4W8%Iq)SnkhDtVFDIPAWB7&AJiKbD3CA7GUh~MQsKGPZYIrpc$%fgV z?qW?FIgbi}gF2|;Ua!~{Vl;Fj zPNnzQ`*2`5a~y2J+#vGC88+DSxNU!moLas%)^7Ob69eldQcjkfz(&m( z)Xhwm1^K`{SdN|oO@Rc+zr7MTkW^GZ)E=)k%?4Es_7p39GsBKc<2A!OBj!FiY8lB7 zLfHY`V~^>ndnuDo zmI-%z#rygAKVrJd4z4PAJ5tspE=J1gPudWr^fR}!7Y03P_<&;B^=&ybuCX1@{b zVS?K7hP8Z#6TmOUaN81?eDLCexn7?>@byteBfs+ci1RPrIuVVPH2;2@)baLV9;FIo zPq^0bJ|SE(xXQH*3XxZ9ip|aDUozHO?;#^wkV}(5;f^szLGCJiKa2oh+=tRB?A+J0 zqr5ZBks0NGl#Rr6k`9#pW2(<&EHaWE++v@;T zzmG%=AO;_!m!zl~{%G^Md!Ft(n+SIg@M-LWSbL?+E6l*a+~jXAXcP}B2{ z!zXKa(Yk5?&U%J%`POL`FP#3Rz^?Y6fqf(E>l1ZA^|gTlyW#7!Tv_B%z?Q|`BW9Cq zIDaWTws-3KTBdl@=yK$)Kql89EG{OMQs;Is1?7>!uF#jWW#k-*2a3l_667Vmpo{%t zPh#9Y;OCpNB{q{H0_KEX*aDJ>BGokVem9U+XFwPeT~)k=YN$`sWr|UN2O}v>ei+s; zmS@~K+FmAvM+*NR2 zw+bLKcaR@=`wQZEH)uj_MIY(cbI}BP#6rIj}+RlxSGO~Fg?Xe zpW_bawHIoD$J5p1$q;KRiT_IcM)Q&D*A0LX9vqYzaTZf z#7gWXaQG8XQ_BCwH(({_TT&W8v%+X77N8dAI`Qs#FA)WO;F5NK%{we}vUHxW{P0;b zH)vEG=Fj|L`b0wVghdMz77tntK+j`v>u83emU3ctW%PO8t1|Dta7{ztcjh0@%l*+% z1Qew1A{L>!Qzr{T6Q9gWgbtevfsf>m7XV&rFs}T0NijRYC9tZM8UnMNcu{)?MP9xn z{skdpI&;Y_FiC}Zavw6QEfY&WIfJRzt$cd0dH>`Ui8;xdu7GxQFde&pW5A@eW~p{v zzyLO5{YF-fVJe~O+uN!IZaUSuIIQG8GSMojoX=__@p$}L{LtMfZ!s49<73xkUaKx_ z!e%*kvhBqsom$X~ac1k>=~Ydu0WV)~1FVTNSF%M`zK*o8^aT`u|9FnfXPsf%lY$MgYX%hwCXm+ zm?N3x(^mR*Bf44Ljm7GWz=phN%qLvWlc{@iu(n&~GY$SY^j@e7j|b6_zbv_n4$iqj zqDD~##T!e|$exw^?e-6W$z=dWtPZ_&+*@dMXX;_q*>c28$bfVkxAL~`ejVt57 z-b7s+-cIySW^n+gOYs--2AyfEiNNWhjsp^xj^tjrMN|0-$I%rBJ{v6)1{GhyK|N%f@#IkVFrOIr!aEQ zSKE)kW}aF){P_OnJRfIunzcCDcjN5iFB27#dFHpg zke?$?{KTqosh&JVY@;kyC@(6S!gcw54x(WiO1_v{0anxz3shte+-#52c&_{O$02aj zk)Hn+vQ+an^WEc7v9JXzIXbgLodnaVtc99Uo)U?iefOLpv-bNSviI_yA;}{oF^^9_ zmi!J{qS;S&n908UZ8lxQe%MiN=RNjzA-*sh52?x|=OT^dX&2RA+9@*kzOCj9pEXG$ zORhY+r&-x6m~y*e{CU|eLZL|24wp|Yb<+5Ytu+s`J(VU+qnJ+pUhXlrHQ9_&U-uLD zKXm4UA4GSOM#d?veKuH33{ENIouB+%@ zfM+IcpzcvV_g4xf=P!c$CJ}UX2wJgH`*lk^zUv{}$I&|ZXp{Q~EHwaJc~X8FxYr$N>`qx+fX0Lf$Bn33GQO+3 zrxVGK4l#X~?w|i{%7QL%>-obI_MFygLNEjW?)Bs1@$F!Lqp;l@&cgLk8pI0IGOhr- zK1s`#O!dJeI(Oc_*JE!=`Q-UmI-9BYeiT*e-_=J7XPv~x^X}B2B+!I(+B^x2Jiq7H zboA*9PQ^Vq$n{BcQMc?AVuiSP(HQz?|H|1l&)QuFf5)Pj$p{j8+nzLl z=Pr&#%50V*ev+Hrazd?1CqHOpChc1<6=@6FuyKvt6J1_cid1nFd!;|ut$8Jjp`{;HWACjg@+hb=%3t>Y$Kuy^e2ZHMYKwm>@Ap^1C2&KkdSc5z2H{I}EGuS-%2P)4T2d$rc9Y#64+N1HFO0 zVIw~jOx__zFY|2_D0Pr?aJ9aqK8)8{dOvWHkS*2^NNv@yNU_FP-Xe3HFP69U2;8fT zcF$UH3Bz7S%~gl?)+w-g%GL{b7Pcjqw~7sh!+6&149jH4D0aAllPB2RIuzwN)~$aE z`)mY8dskt!8frD|@}wWSE_UAQ&OfYVL5?Hq`{Rz=}i1+Wu@}(Hu;()ZA?U+J|2cuDwNwqZ!rOgcokRJYO+pwiqS-@ zFXoLtkj#!UX9ukq!*jaj9~{(j#507ItI68)er~rb%JmX>92bQz6HVAY`4zao7Vp)IMn2gZL5j}{_E?df&Yi|3FmMb!F)tJhxK*sPvg8QdzjS^MOF@cF zidv!cVXYjnw0}no+t9w_(k+24Q;1+H2Q_Hl-f~~Fi!soLf4<3w9OJH};#0L0O*g7V zp`xci0=EjVJKUR`gSC*PiUd76_yAjbHnGXr){IARhs?s7N%6UoX?(N%`E-Zt$0{@4 zW`Nd)yLFssdG+OMxgYRIz7BB-P;ph^y#S?hccMXS&DW01rUn?(?otB;Y(#m6e_!qB z(?$gc87YaP8I?z-Qv;*&uQ2&2nSy)CaAzolR9Ab6=mck7}e6U z(Z!N?HW!4Aj%Dao;9fzw=6?eNRa z+JcbcIXR`uc#7Ij>xy)>x|3Nt%PgZw3!jDdQMMxQIY4L%WL0M}P8DbiW{Edro|~T( zv=#FF>l(|Y9f0xPfYartN$EuhQH9~|Fcpj})UgW}?R_ow{8^gj*?w0_vs&#MH+9>E zr|gIz;2ywi4BDrdXjZh701$ci46ea%qi1r4UKma{+w+_Bowo`~M`Gx~2dciFEb_fd z(b2Nu2%d(>Jeu`emL6HL`^tpL2>wX7Y+G*_n{KDMTO2ZXyVDyJ;U9=5YYJ}#h5$yL zt}A+vMI3=ZaaFbkQ%!^I1q$Zqc*1nK+`)h>dq&SDPYeHX=g5m6OOzp!qK%pE{ zvMl~~;Cv_aXn%dRPeIQ(OZ5eBKzZ*@4Vb#mLj=`wGC6qyFgofohx znoJ+BTa?TIlBXK}tKn}ZD6XqYZ7E99rYC&FXpUgK>yG?-cIBU`!4zhbXeiYO-zrg8 zcseXL+Wq~GT-v7@kb6X_m#U#J&XjXx0|E-IBGqkefXVy7Ws?6GX3VK?fM6 z^8J!|FNVVRYb>5+oxDJ+qFmUK<@Pr-U9`obUdM52%W=z0f)>uSPM|h`roDrhP$+#u zpmZQab}U95B|DYXz{W-^JJx5j%Iq~f#>n!CztK0u5 ze{8zla_{m2(*k9EUf6b^g4`ssLLR)9=dP(Zl`)i+c9OQlL!){oIXl8OxmmKE-T7_xn5E7k}u{uqiw3s=Fns{@)+Lh)4^R&6!kp%8sXH6|LJ2oo~!^2 z!F(iZVRkLB@~Tyh9t(Il^ZkL|jK)*bgWt)LF&?wE`3=}%hY;v~M9_oB&zp~-#lP&! zR(1I9TWiVMomNDfUru~ptzY`wMZS)deb`VasA1Q#SvnPfFc>|?$x-z zu6O?M?__XysnfEr@(eOzQv#&M>GX*^FZU6hNvB)JBxeUN3)SZ8T)L9PR?#BTW zW^szY<9ZTD3s-WnT!%m9N4YKscb>Q0=ToG%NWFTYQ8IoZ*Y=D>y@88HNuF>BRCR(b zIqr86RM)>)eKzCuu!xFDtF<@@Y2~{V(FFur=jfpXw4R>L$ ztchAT`ni8Ev~b&)k)Bi>P)+qJ`xgMlhslClhf^`PeBoA}lI+jm#xPBC&4iCVY^mLf zx6Dpu?sqiEkiio*R4!2HNa$LMnjHx6q57YUg_i491U7InRS(qR=b0^g`46%1ZMG^)w8+~#A`iDMxYC9xxLZPdk4^lL;jaW+2UJy^pVWILL>F2;M6z5ZUT^)f zDUCx_XQeURoSTcD)aLAT$T)d+^Kg(rsD#E?x=MAOGaw>0M6`|g!?%irfz(7<)5EYN zO%$wHbh9Yw_}NaG~fn03^QfyKHfutxcOe zwpcW9KxvIIXp6I5{X#L}mtPn4=A-v1Nn4b(r$^g*HF`z+sFIU*YrvGQ1dX8ji^gGnT-6Zbep zug@&yuO0KR%=o|mMoQsA(dB0fx962bE|h@qD+QOnmblp3xB78_+A=uw_lI@!hmp?fSldaXl2Y(7$b95QU;#D~V~ zwa%@KF=aZIv7aYA4F1_O_*b<2ci*6^@ShR)aDF)B>)`f|x5@l^VniVy68`6h`D;1; zyMH4<+C$J2_j3UE>!zOVwBhUNi$Zqe!lldU@f8p?vl_InH^2CMbbkh2<|s{nw4GVAo%rm2m-jL_e31ywoPc~7$y^2RUtkD542$9t~=O@?aR(JBrD z4602_Pf2{gw1UUiSM`F3#deM4TD#q`1&&~N>>}lAv z0OR}IV*nMWwR{2IT>n#{0ZvVI8x%l8;KHb^67n%iU|6ju@QFbWeFKRd;BGhq?3Ok)d{^eL>h?b@SOwm>oIhUt z(5De|&K83}sFEqC$5Lr$@J9j^rhcj2g#J{GNA(yO zPnFF;hI-E6T*CVDY%cXzo(jjBymhDagtzR$l ztI8XMq-dahr=Mq74P7_uK;1(7;Be~=$X~lV`MSlg`98~P10o;mn%XA5k9I*5B3ba! z6u_R0b&73PMIC?qRO+D0{CA=$g5zB5_ZQpQa@(y&R2VP{6~XE1*a3KypuJM=>uPZ8 zO+dPv5nBMlR^*^YCiFL!_zlx_aPl)rX?^%RPXK-=_)dz16m`8uO~8M>+5V^7kN=Gq zS&Fh(?(M&3ZU4iy|Bto5B?FG}rk7E9fAe{iZ{NQ7j5LK!{%?F(aOAvcx(-eh9{u^O zzqQiurAV)U!{Ndbf!f~+(g!I#;DUcaq;+`jZ|zpRa50 zmp^&5-7Nl-K!xFB>fgLLGMH6fUHtMn+cr4sFzavrN8jfZQ&ewS7vni$IMg4N|E<5| zBm!mV_C_LF(CRA&b<~ zh8v0pQy?ENo}J(#d85g!B7aWw*?t-7baJck>r;7RY4cfNyb6BvH%3s>|H?X zKuCa-Ks@=6SCI~mKwhmJWQK*E=L5NF%Amsk-Vop@Qe#(*&MGjKL8MVJyetdHce)OP zdiB4c(o~n-hD6OyDMg*W=$Qozj01T53Miw>Im1|?)ECAM=?P8Lo}D7F5FZ!f4qR2x zW7~_z+&~Xpo0k|1!-|^iFQpc;)1M9s z^{8zOfsutsb)64lqXFaO4KOlt1pNr5kk!GmL=8htU2DdnJR`VJBbj;`C@H4^%duob z9#VC*1LA*9kR2{{EmYvAC%M@`K68ipZ?_h}uyCd342J|tW<$O)&qcc*AxMbZmtq=F zPns*(Zg?K~v*lG4Km`Tu>~l~KB_qLS7<0Xk`eg|u+7)QMpJSz3DcY76BPa4!gZ9L^ z^xA$UP(1v39C-}71trKeP%=BT<{QxP)Kmh{zc9vc+kBD-kP~W0CEy~4&l*pHJ1-BE zYOB$1+JU~xZbckaCwqVqmf>ZxrcX%hMy_6|ogGNdvCUgaU9u?}_+)Bcyo9$|p^{B( z<~_qWctExCMn4r$@Z77dCymTV|AQ7#DB^+CX8o8Qhz=(}h)9Qx*CWh9lx`*Nq~SS% zp25ygeav0jwW-q$7hHww35cbI#GvBn7_QVPvw4rxk@JT>^lWpnAr83!n}QB+baPokL=JqWf_wGNvZm znPqb%q-rW)Gd6eF@RfN|)4Kt3ky2CFYdfh?GefCz#6k{p^38KmDiC-cYDQGfxgeLA z*2hN|tFU@&2lsU;_w-Yhne1Bg1Kmz+cMAvF+5u>I$kL*j%kxk%@2=Ri59vxkF91Ey zHyh(N&v1Fca6!TPdtso!uIj7?l%)Z<`a8TLUAM6d=ln~IsP8`_lh4S8w9 z5557#yat8KAJS5%avr68z>9qF?UpT60Yj=vg_m@G90IA+#*eR+2-vt{?Qaqkx`jJ{ zO8a=ky4r0Ilei5+qM7zpzpAft#$7oz?lx!dmXVRCmbMZX@)3KE^>)DtKY>bd7S~y z<%A5eMC1`=gpJFnHS_P${~oH4D|&>>|1>G&6-E1{CP-$i5-L8yVYU<{2LvEulRLWU zeIbk1U@b_yQ|4R^=$AQ_;qj*@r(%`j*D{yoh=4RQ=k!N#iZx3dEv1qtqwkWm(KvQY zLsNQB|9k_SiZkE-37~!WJZ2u-(d?RPMVRHXbtd{snFP}nI&jDP>jN|CjkJiz znDi@v!86#k%bJ)=*;iP#t9}2GU%bvUrv{a`H_6AIoA!TE#mNLM#%lO|E#o)&`~yt& z*AR?i-umY6K5?ur2xZB4vQwuoq7^6z66GSlp~FoCdqHf{Oy(v)bK)AawiKA95ybOA zsG+Hl3O_Cork~T!kwcfb2`+~aQ)#Z6U}ALCKYDDWjTN9EboI5*dp`K2RU&geMwV}~ zD>o`omYTy~e_U;I?AQ?B>EPRdxN7WqR=yk-zT&NqF0*qV2bSNAo;7=S2#oKEy`8rj zAM8N-pOeT8AAa&fE=iWVXf+CMwqo+D9A1 zksWp%>MT2G71Qu@7I#FRch|Mu<62i;I6*i+@z8aY=78@23tH@2;_qKDn~k0qw;(65!zU)SRMJ$40J~FyZ%E(KweS@> zv|j(#srY2Kg1@qy;h7DjTxD(iD?vh5iL+vfzS)R{XI{h!)>rdOGJT2+0NGB8c80Mc z-QknNSSQ<>#tOwiQmjM?gr= z^USn8N`mwl6-Wht&x*at**uJuJ0K!;(QbUZM{{%}yMhQiXxt~pw6!BVkM&?4HABM{ zmwrf7yxsHFB~Q^NFe91+4cA@N=TkEp|EPC70P&Rz3to#!%YW7{z=ZRw6K(;$^rdD) zZGjlUg~l@cz1U67$PC%fOGvi#Wc6JMnFO<=SF(MU8})7>#i9|}&ZRA{(T5bspyi>) zmk)om5VZ48i!qCY#6(TW^@8dIpWXbnT@+~BTIZuZ1LDJv!w?Q;MZ3osl%9u4;KQUGC02ECd83EwU8Qu{N)~20OmvBQ4kA<3T2Uk%dP3 zGe=t~gu_QYxrltnz@@H)?I}-7wYEf|dHmmoMCDxxkd2Poxo;tz5#=H9-i3t)rFtbU z<@H^n$lBoR`&i?>+kBYoWYNPHpAgvp5~Y2svJbp4;APE8ABn#4&c1~D@vualxZ(b!T9|kH%;RE=PkUm1Rr$N=&HL{&xP4vtf)WYL3>d?Hp?BoP0SwT}j?m z%Peiiu9Qjxw#uZ8&lF7k7Gw?RL|%VuV$;6(n|8X@Mc?A>pPs6m%Clu8=AewPzQq!e zvW4rNr*Yr<0W~>ykfD0Cf!56S)O~d5WIq}Q`T6RHm5OIR`;rMKk=P`jTFM97rv8j; z8Svhr;n%alWBP&0mx<^1@|GCxKuVWz&0~r&+_t;z@!K&pN8II z*3GjmH{DZZWOqZ2=XND~*MY|VF%8_z$Kh6AXk%X0Zh>e3BE@{nbo-zlhWj;!rYGnb zb|Z^NSU5gr(@I>gmco&-UglYMycJV)^l;d9oUF=hbG=}|dV>BBf*TSi# z-8xzjbzN^`8vqLG>*ijcYyNtD_{1JGHFd9Rm`V^flq&M zsBPfG!A_Wy@J{AA6&)X-Z*{YSKwCNR|jLR1CylS)Gfc=h_X8((Di=JnP-3qm*6Dh6=P!|f+)fI{$@Ro= zH26k`O3KNDSedH#tC8xDN0@{)+rsI{LeVk=z8a-y>BqU_9g59BD|bdne6b$=QlwWq zm0$Mjtu{c&o)PPrduY5hj$@i{Dz>OX;VZ(&}gK)6U7_Q%CNg zKbxkolUV`+uss-cy#on)MxQTc2TW1+2<-PaJpe1&{RmhXZ3QIr%zvH{o=F2hysccd z4Awk(fW%tpCzib3N~oEVQ5-7y?d-JO2J8+!!9{MAMPe4}3(Cp&=uLPSR)X}N?M0$j zJ}#1NPsmbBxZG^Ts0Q=1_rH&u%miU?y&&2YWUBRvU^AWKQ+j{@5b%wSE}Xq~G5ts% zsoP5;nJg~Uw^GFihW@AZq3Hd_y0%qBWTIhRut#z;Sjrua!9@F3vFOtz*7(A`pY3kR zi`(*(T&emzt~}2}??=*n)Ce@E=|xd|m9y?<&Wq|SXRD$BK-2l#B_1I;2#cXqZVsKr zK@=Z%=N#rl|b|H7+5n$l> zB5u@#9%@>hTxf(@8=o+4A{%GIoXzQl>N4|f>affvdMQ$MwQkG-Z#C4mkH!pD79q=#@{Ha;; z56u!2DsS^|l+>kgSdk-G+^4uL+oGSNbu)5mz*KVr$jMWRJ|A}N zIEcHLG$7d=8ACr6<3kluo4@|`^PNrYw3GS6C}*R+b-8;y^A}@y4)0T?BuDQxQ+hqP zz;qe!6`RzX2Yyr$%4jEr|=mMN!Mnp`>RD#P;4*G2i=YG#Lb-H zOav+U9MO5RzIJR{uG@Y1%!b)re1+0Z1oDb%D$e=D1cgN%C(ndg;+>2(5w~1d~Va`VNJDUmQt1N3isB)Mh}6C)Qby5^TGB0kX(V%K2bU6W(6?GIA8+ID`PwD3U* z4Bxw7KIib}JJO`)1--DBX1yl%-_655hxuQcBY`a_G{Q_Plxf zG*+4+B2<>t0cs53=1v6m3wiusFn3ndW))v{PA*Bp-m3e4Zef+%*ZjtDQa;tkY{QRS zZ?`t)45%Odbeh}C%dTxcW>GX9s~!GFkdrCr9mc<6$4GVqIQ)WMc4hW!KWrPSJF>HU z4eN^DNAK{qMJclvx4P}-qpyah7=I#u@k)T{ahZRPTs{s2dR7%hkddLt`xnV(t9n1( zB8MdPL@^;Ou-M@rb84Cue78G&CT$kTc1{Y9T{ndsV}zh{KClKpOt%=s*R>Vlr?Ss; zu0KuwG&nf<@I|xDsrN8O`s7gXVTka|m9x&evWrvqi@1sdg3ntNKhb71J-)@XY&yfO z9H#+q+lWc~oI^E4d6J&nlV^O^z@HD8JXmC0rOi-4Byxu#FPZc>iRTP6YT!tL?8sa^ zAQ{`ZNlV-wX!H|hKxb8#YB&m8r<(n+MO3OD07Cv`UGn%rp|KCo1I<|8n~JpjiuMa3 zSi(m=z9{YT$0GA%e*1yA55cl=V-IP}nupleY}OswYlk-#3AwmD&BoMsxHh$mK-gPh zHKuH`5Fq4F>-aqejYfy7=7U4%d!nu=X*@K2_U%Jj>i__IR25KIX$p4;8y8>TE9I_i zx=jyL)hRq5f&0k*;I%?r&#ydykKXS)1-S*njBcZaAvAkDYte_?v+8}$&U>RYKjo^< zyVkv)Gt?Etn`5^v2Z`Exs;|Cv=v0#4GWp5!Ccl%Ykoy^b1gvUJL17Xkz@HYfXBGfE zJy*Xl0_{XZ#oNFZWkQ!Ls_Y;rD|}d|w2EMI_)`nOv>|tds2dP#X5yTKI>DK)n@|X% z8eci`Ww3aguB>tQfE)ipwlqPbWD?KUIxmE+EBgNj@d)c>MntB^5~*MI zzSl9&vNEAij^T_E--EqbxfM`nPQeoMQQthtnZ~)55vGfRB>t=U>uHBSc=9B^D;HE- zMT?x*NBhl)msHnXn1sYzr8qY&I(nzTTs5lZg2^4(zObQM)08Mdwuh#pzoWT*74cUz zWBic$hc{O_xx_1t_L1o%2^_gP&BI4w^Kzrrylv#0FPL5ySe!pDPwkf)&Inw6zqfZ9 z+TzKx$I_ei%ql;juT8_sor@A(<)A_wQ-m`3S74*r#(@-rN4a?=$)&V>ueuB0lO&K2 zgU_Y;hG9{KR;EqFrfnWSv2xFNlLqd6B+IGg*(N;gUV)_zq!wY`dhW{d{AeF0oMm8v zXM5gyr!_au6uux)f3K$&x0g4G*9{bP`ny~USL8-c!=3S;*IjI~9CnQ2VP$I9Aic?P zJ2Fo?a@~hnM9%Y%M zxoS@wFlzHc-e`Fcy8*MX$I{3{rlczuV^Vi_N+& zf3La@8&2B>iYI&SEEHf&j}ZD`vz@x8O_fi~clPy34gv-C?5bp+A zM(@~_E|ZfsVXf0=imH3F%yfyxDC4hq5r{RUEX)g^c~{4lS9_Swyf^|LcCgK!CBa=f zFp6BEI#0o~9(CB*=CM!Q7zsb#+G@_EyHpaU+h>9Uy6}gcQX+%*I`m)0RigJp7fr_~ z2pQa&M=N_b1n8>|4CXxS>{~?_=Hn%(SG&fw#0HO(6ly%F8_RW1>Q`k~)l(1b4 zKdsO`&DHD^Gu9MTmAv`;D+}?6 z5=FyUneyCbbC<@#gb16>)S~TTa4xH&T&H40RP7wa(j{K(NNuH#A}dJdLybXg>SI(? zH8+2GbH0j$fZK((V5uwd?-e_y&29ypLx&|MBYUSeUaCU-@%v#|anTw>GkU zLH-@iHFBN6@8tP9tP6gzQN>fvbF&l|SzvV~4{GBM$&u-!Vb!hIHM6vt>3mrTdcgj! zncoiVEd2z!FC4L#qviIhIx+_&L|MjDafxm#U&~dC%Fy-Z`s;3>R-qY|I{~+-_I7la zM^e9f_w?JlTE=FR9Et^_-ss(%IWY~4dE!=$rP0Vt*uYoN*)u%-lB5TpF!}CR?eI<0 zj|Mc*4~o)M4+ zu}I;2d(31hC>=K!=C3OjzpPs=P7`vkN$uJJw*|@Xu)XQp-B9Hz_SR8ibH|3prrPjs zb+X4kup}_o5IHrdVML?9W3PJeDmk#w=kKvFP4(90`0?p~=;}c{QbckLnT{?FA8DrP z>*(){S~+U9hYk2-(-)irT7kN`m`TLIjK!u2HHbp2>=aCCbOg+LPF5J1uH~OC12s<- ze@$DEO&B$T^CWYR*tDGxm9K$6^-zhPPSRaC=0r#|;#!$j7WYB7)N=r=;U!Nw=)R{? z1G{|nRzGK%N+9+#Kl43pv>!HJuYdvH(s-DD#N#d+LA*orR zCPPI6Vk{T@o3tOJ7rV*H43Hh_cKC#(?_s=h@~pC?DQ!#IxX^YEIOA+L^Wt=vJ1${5 zY|)*M8HhxOtJ0{haGMPB->CHGDr7{Lw;C;#9$Lu}!XlEa>uiW;3INq!(~eK&N4u!? zy^@*RvtZ6dx9y^%6COz?;dYlx_No;d#sepIX@!vmOd=>Fyz9_0SA2;2lsX1o& zbh?n}`$v_GY%7H@O!$20L?Fjy_ZE6|7$3f}>6n06v_^NV(>cJx44N632@`KhFJ)N- zn%zNi)wLS%Ui_P#rA|huid%YyPvQFUF8fa|%y#G29NC;bPDS)&Jb|6rhb*6|n2xn> z#iDm!&Je?nvL&y=tDbvw>jRMG255Qisa`o2|D8b;MBTSe|DmJ${DxkV86XY{ZEEvZ zyW#|nP{rSz z#ikXy;%2L=wlzA!7WNzLr%Z}2)y>2EA|*AT%Ms{ecx=0Y39;3SAS2^)KYO>C`f2{& z=4muhABwpd#3;xaE(g$EAPrM`Y<#AUQ!-se*q(GuRhikkQURMDtW9s4LP!}sdRLC} z|6}YbpsLLFJt9g=mq<$pQi33j2qMzb-5{OP9ioINdFTeEySp0%>F)0Cw?FTjTW{vx zw-#&G8C<|QU+w??<(piEu}K`(uqKt8Bv?ZX4o-S#K<@uuwim^9nWokR{9(MSwO-hP z2ggu$YY{ikI@6W8i-+ns(r#-)d*r3^ZI8x`OWRb0TTk|?$OLrRhOXz7Yx#Rfyw+w# zj67VkO%wZel)*=48|;VvN%HM{Tp zgnP?#0CYa}dA9e1rly58U$k!IP{;3C^fiw(&o;Y&V0Tv4fTnBdUbcp%VqFADUOEQ8 zSxp~eZtsE4@fT#a1&&!)+uNb=QBkc}fZL*t zb4Y4`y7gFspYpxOAPt-T!9FMNhkK6}tF1EX$r!-YWyy@XiD!m$ z>;>Pugkeug(Ij?X28Vuin>yf{U@encbjvt3ZP+t%z-cO8Ht@iR4hTkcyf+#IvI(<*090MeE) zyBwtJGpOx9bi}PCi`Bf)gJmxeqpnC87IS+=XQg1Pg#awIi8=6aX~Z(%_tw#@vdEQT z^UbAqrBDuC@>Nnu?NX??^De8w`*$Vk%eAxMUfA~;v(ehT^zm8--s$F$J1k{h@Lykc zk6jQG3y53Ju$I*%tu0P|I_1ldCDPMY_rp`%x~G|~J^%R`mK0p?L7Y%cZ7MLWSuwVh`kjD{9J{iZGMj?H{j7~p8?KwA@hkJ7bmMN z)=8|M*+i3(Zhz-4u#Al{=*vn_0n=X4Y(5>MI)6t80rw)EUACAexAKp`l<0#dGM&Ph zU-$ilJQzvs(RRn3iVwhqj_<*vIyLkK1Y_GCws+YLs2GN%XqGlSJZN#&Z1y4s#Dr60YQ; ziXvZT9~&2f0UL?kL4mnI2a|XUObM9VIXHQ_=(VKWa9I|!79%5_eBzyfmqj@e`ADpmu+Ns^R#*I>w24<_ZCFb9qR_jjJTXZqP#PhD8%bH2BX0BWgt50Fs97m|Mfi6Wb_ zip2U(#I|W6l9#rDFh9U6HfTj2W5 zJHV}$NNyR4JC!}_RmREY4bz>pw3=4bq@Bh+kLRqz-&FcN&=;N)PbNSIv|H;b!Ekxv zo8fn}U40>mx~XhfYcU8JXF7?QyF;NTOQ8ZgvE^H~iD}ao6VLezWSU|QSQ#kkyk&m* zGXH#fYA~fo{dgZ0Pw@C6FcDU}(E7{7+uNV$m5PvFp9Ir=1;huBV9V?qr11`lzmn;g z#bY8Y4SZbyRPB848cKf0`^oC`4xjT7arsGh5=@^3xM!=Uc9adLbi3~u`1O5=KF)k! z$4c(~gM~ZUIR4l^=^ax`MwDpxQXF=~JEqnWQxUFA5s71}>Uep;?mQ2!#GjPHN9N1O zYyU+>WBpU=nbkEIQw&}wW34xsQTl*DFqnE&IOR53e_IK2Crj3~g|KtBpTdzdL|QUn zyGx8S4A!v++Dcs0HBpb4vkelfg#;|AnK=jAB&c6V7OLxR5Ig-0vJts#Dkr5mf(6M* z21I6$u`8kW=e0+=*lMj@HedB{;|Bv4+MYR*By57Hd~RARvS1LsIDOKh+I(7*qu4!s zn)wIuYad?iQVyTBoR!F5ugNo}8C`gDu&%4dezm7@wlQDL*EWo(9^HloDulX!HB@9U z3SKW@B<@njjS|cD5xXsN=d`&>dg`vSFI`PA1f5E?+AB$m<6NwBoxsAJr>wF;5uG$a zyUpW|OE|Pg?Qp$Rk=fspjj!V-mBRnB9Y)p`0%{Mb?>pobY`}gur*!j#`3!Q{aem1e zK{G;F6<{P_MF=G+ff=cGN>X)e6%TUhcVPO9aVl07->yQft%#?rfy8W1sVe(4Q)5>R zN7ktm!Ow>BFJx(YZLUmOFR;{hC}fWKlpj1l|Lx_{h!SL|BdB6BPnSS=DC((@uH1)` zYxkUq{ahX6PB@8KY6HTwm3B3$z_FPN{6h@W{xmElmP8Aj-g8CNQ*6eEnjjf~E@mcg zN%J^2Zc3jLPmy0jXy})^p0&Tql>RY?A`dmC48GUvCxWQ44U7yg4>CU>X;V_i)ygXN zuqf#m(!=ncE*q)nS4Rp2(|h!$2xkU{h~2O_bw3sM#p}+^yLy~Zc#gICK!CawXU!x| zt<>G_d0%PN3%)0i3Xw!SNnsY1MEqs)XHZS)Nu+f1I9D3(o~(^b^|9V`rSA9rf-l|q z_wbb))V?*=*zfa=RBzr)X=K#u^E34-} z61!fN&APil3a)a{-8z}-_a)8YrwGAuKhU6U`X!jBEkZYDE->*y_8tq+>=ukhKe{V| zuhIgE3ZV#M$O+f|ff=!vw&3S$;!42j&PW2yhl&38RJLArx#}vVW3LY4TxCtw(gaaT z$qyp|adK1>-UJE)6NUjBqH3hQ7b0Z-b$!28i>?Qqh9aqXRzTIK!U=SR@>gR(v*1d$ z`%6wbSN(FY8DkoRrf&eG)#Kc>oy?;q7MS9uAr(xdiXqYN4alI*tOm6k4EXy z&J2C>D7+pks#JC+b6%rxSdDk6qK;HaH zGFNc`>mtYK@n5)>V#LTt5iFkB&=Kr{cs!42ugowh?oLJ^8?^u#1v?-e*JAMsYVU@H0=FR8}KJCVUuj3cS^T-07O} zeoJT*oHTGZO>GtT?^yoU6TakH0x`a}pxyj*^<)?5)6&Uc!YY^GuvP-=~XN}~%uAqWXm23s%eU0~_6UaO|-JTr9Sb~a? zcR+)$)CZ-N)?83z!H_HK%n!eG+m|nU_Gr2eBNSCTp)SGS@+PQy zRt*GkxT#P`7Y*JCyt%%thC)gpFD*Z0m*P8`X(UKM3$FuLe*%`C8KIV#= z*vS*pSzcqMH*|-Ga0VD<6VQXcyFgb?^?MtPbmizKPsT6`n7*J&(p9>cqLY|y;s?fz zM^La&9uT+INhasOSX35)`RlvH!}s!hWFQGb4YV-uhJn?xH@EI$!vgHs>!#GyU$m7V zvaUZD=w32&k93p2elK0p;~Myc8R9_Hwr#1eQOrqpDQH6W@-X~35O3&0n~>!SxAi4l z1Rd%2ti&CGP%l)k=xxkWta7`f(S?#&>o!QgMOF05VF&ws8Vx1)jg z!%OOHi3f_?FDjRG`(2p#d%r^a-2w+RS61?Hj!zLQ_r3AOJ z9%yH*f?_qVbQ;k7l8^&Ln*`4%k#ziaAUwbjrgMLn4+W5IS4A2!Enb^wgCC24?ADq3 zw|*K?8APuW*N5Vzzft720`f3Ov3>Pi?*Nk0X7btj)aOVDDykUZ88Hx@k;Gb71b-WI z?M5ws!!5J(E>ET+nNG9=CwvpAqj#sPck9$XU)WEYuSOi%dnrtKTrHAq8_iQ0u;*O* zR)bSf1;W-9@89Zmi<`}{F2mI;pZB5|hhvrr#o(<%24KCt$vo=K_Z3CykruYs24N+CDZL{OMewe$QG>T^62hFp(fFx{7`MKz%3HFfG z0!IcPivR}K($_ARVEZWhz`u)u0E3BJztHb)o0k7gy_X>NK|=qg)_jKIOIC4@jv0rQ z{(SdihWcmWm&yz;Uv|0d0Th?wM>u!XHC&^i6!|n>~A`k922zL2i$8(1D^%jeHre)h7IV-eDlf%qObh; z>KxRvEOa?T1LV80SFBW|T%ZTw$}%rHC3F)uVqmofxlB={2lv2*b2f|!7A*p)31o(5 z87Y>%3UGs0L&rP9$_fn!mj*4RNY~5jjp1VElaDINUD`9y$lh#Vg`cjRieUSJPC#}A zlX-y~XyeO}zeE&Sz1pt;aV#a3?OAFP6tqefE9r}%xqLs{km!tB{R>^WOiYSA`n@5C z-!|t@IQ~GI-xrJO+Y5q(w&Fn!-MMWvBS==>{vC!-^Bnq^D&{wzV0^FsLivo3Bn{u?tMV|S|_6O5i|@Lb-WH7#M4 zm=hu*j7bb}>n}*bvCS-DI}+IoaiCq%dG&*uWd6_~A$3hy*?<@YCk0cYLiHAYlQ3C( zkYrv1j|wbZ1Nk}b)@w{onwA1(q)eR^W0qMd_x&?*N4tAc&Hz0nz{QdrfVeqPiBwMk;q9Hv?5VR^W*gp{9JW|hA%I<7g{%XdnzdDK8gL7 zcZAT>81(*K-f>?-#n{v*Hz$qw+Gl+sO*?=PS;;e{Cq1X2i0O&bx^_PUuA`yN*F~t( zhZBv^{{Sd8oaD;G5xZztrpyX{-9IwvEoX__;{~9$FLBs|z`HbQjKLD@d2ZQ6mlhO_e)Y`*tO(0qxAF3(7(FEBe7nzm z#qhUUzpQJ7jh&(~JizMl9wK;CD?s}3;z;cH>t6R*rJFelIFU|N+3!Ja`+C4|;QE*6%JCN-`Zr!rr#;W><*1J|m*Wc_35Oca5xyN)QOa zFuL`ah6EUa_TL)7{IjLPGWH~}r0NP(?-ZJr!KX#K7FT2d5hsK`t>)M%tB;9u;vRg$ zdmD_c*S9etV@8g9SWIUH9@A^0Gfrk)9fz46*JG~Y;>=FPjrWP=(V4RO=8|E5dnjkW zPHE(n7jQ?&0lMYupG2GOzazAFh~;u<>@9GNpvUB7d6pp1W&9>zc6Y5NGTC;&*`>j6!VPux6{~6Xcpr z*`*k53h&MrbjLX!jlu+1pCiWH%?9gDz(QTU=fHTaOhX#k*t*cTRA~iI60idL>>DjE zsoW+9J_G3S?FB)_|VS02kF z!%Hf|guw9&8Zc9rRf7<1bztdj=(Z?ux0=!TQBW4$ROJ@p1B>|DZ0yh!fX4Qp&V zAwQDU` zVcinMV_l~3<4k%ME}5}~^1k;o!bWzGzX}?3Zk=(K>CSs33LWGR>QygVMJ}QFYDq8G zQ=!a^7OVR0NW$=6Y;RSA1*cJDCT%~t!F6NHO%-^DMc~pE4B`@~v!&zTeO~eEP8S@Z z;rrf_^z*17G89F&PE$jLFpH*HW9vEoo6K#G783+HZND3<1VfwADcHG|B769gEgciK zqj82Jd@lyw?3XPDiSnleHOq^jo)?Qjc$Q$a9`AB04RhY$QvbSyV%FnsD5eN3 z05d7ap%qIJt2t*QHqytb+yIvy$tD}N-OS_xArFB{ZPzQD_50UwI|a^zY43TA`wdD# zOxXBGRidKLaw0QquywOY=zll5o2 zmZI|^uP@@tu@IXvh`U@R8fbn@!XSVg)hH&BK1`YOU0Y@}Jn^g$c+-9@M1bJ!zY7Rx zSoB{`>wo1mH?Ya^s3^vJ0(@pR)$Pg#zC!Uu3DhE8;*kRO%w>-X5J`%<=(ERC%_Ve| zm~M8{a-92GP%C_UbaC@L&&GDgj_{Y`loA-PioRr#tv?Q2QLADW&RDNQ5XP}+)I11pbSu1Imya8{NT>uxo@>$=U+fd7fDEcK z4+Zw=3Zp@E9IG|CuND_?CAgEB3TaKx+Lw64n**N~eZuG}GkC)$*7tVCIeo_6`lq`Y z;jD9o@6Fm@_&=*qyqXvUWjEph5a3=f6>d#;BlE`3MUyBFN(b5P*00~L0NbAN9|AjI zSl9gax#^>VH`<);!mpEJ{fK*)-Z$&g9yY-Ib<$tJjavz(Jh1RWt%y@#_q*B53)-u$ zZhX+bM4y)hG<(xR+u>|fnG+^(ow`470n2L5t>Xs>V*!JH6^P8}X26#nL?>iv@DF{2 z7K|LTH%5j_O??>|>VBoq66)0lc3c!~u^%fdK@`#z9M#{*#+3l`V-eLPG;BT15LbhA zv0U$e;Tr*nkfOL76KQD>MQ|4`P^bB0B^1sHylO34hJbX;*6j&OdXi6|ZuOG${Q&u{ zuh%F@D2=xDNZTr$_}I7wV2`O$ImO96O?O4B`9{W!Zvx~_Uf;BY`$I4g1Bzs27d|{q@LT_Lt)&k7 zR$%s;7{$5J$mju*Bq1Kl1g8}u0pySTL~e)@^Sa)Nbt~UxQ>UO1z**CyeAsut1NLy3 zyV*A|#X3wl@m-HOSERLyjQ)#Z`0r54OghP zL<}zL{2s`>{dlPq{my$;xzRJl&x;=Cktb_J>gB5cck0)rhUgG-*&H)E2q zWJ6)JmKbE{hze^7lnzw$|N1!CE=1pDIMTnNizN$L(1V0~NN% zY&5b}EIEO*^rZMDS)O6KKobXC&8Sc}vf&5cRmK~DVZhw22{UsJQ?AF-v`TFXk7%xk zEdM;jVy)+I8V8o%m$kMSRd>^Y8=4G8@B&On4M^Z&&%VCO%NjSnGY$a2Mk!U=7Cm zBrx{e=OA1`M&cO^bmD1PI6P&uC|vd|dIr$Ba8-|h72>xG=$umn`N|>VY^5X>WDsv; z1b8F-sAqY9>J^$GWf|(-*2?TMPf=f@%@aN#D?i} zq1$ipNE4)-xgA6<0`7$hBmGWLU&73JJ$b;h_|AN3`y zH}sANQ{@xauOsUX(?5X3um^G#Id(?3{jVNywO|zK;d2@uye?jltSCJ9T3>t(?6VnK z$EgxA%V)y@$5drguaeeW3Lcppi2OCqo`mGpL}L}`$W$KhBY3(qUF%)6HI`u0^(2Ci zdpuRVtG@`@0Uc7P#)u%M3%DHY`**5I2vFrHTYOli-4E&wQFb_c@*`eQX>ls+I5pck zueN1f?9b0W$Oc<`_&bSkNl!e(n@^UN+26PlGMQ2@j^R<30zA7K%Blm*sM8Kq{)Qs9 z0gQ#r+9y$Z^?E&GGoZ8z(iLqVt#1S&%K&ymUG5(g$KRha|NJ5;8;T#xUj9D#PYIL% zI3xcjNH2`l%OcErBEs%3Kf%8QoOv<523bc;k;!kr{5eYZZ<$IGeIQ$ik?WKb#LhYF zH6m6+^`hG#G0XyB<4?GJFKW~bqYb72e7o)rrr7es_rRzP5d|8{`B<0sOa%?_?g9f~ zIVwffBIu$Th~NT_$C)}b*+}aD@S*+A9JOd7Yj#r=SVN z!Uvth3Oo)CmQ{EKo;IR{l6`l9!WQ&H!Hb z$aiRDfU~dwOR_y!@T;M4hfPUcao*X0xNi7Y%ja3W$b02IRcu6>n8M|TkB>J z%0jaUc#>fS<>f)iwv#W$bpsivAozVm)szunW4o0AX=&Jo;`so5beJKK2m%y$6BGg= z2)!C`HyWVuVfvjot7^{lP87>2QSTb(KRQ5MYv>37&q$qV4Gd!15^&(0rW^HiT0k-7>f6p*?8j zb0Bj+ORh&;1exKJsW-4F%N57D1}}(EI9#v&XV);a;M*>QEFFS{c}^zA668x*07LHS zxs-csOWNpEWG9gT4>yTOS8=)%$WpY=Q8aA2vz(uuGgo@_SF`*-u1%S^23$UuldHNj zy>aOtfRaZ)&;((89`(c11~ilvpPNwpra+9|JXC);Cv`al!0mP@g3a6_sYItWpXDYKjHEr%GZF%Tat4|6xSs+C)xKIYwDk2DSq{Pxf3J z6~OlX0$c+C53K;trAnJ~@Q}7)$g4Gtn}f_t76N zu`H_#tJabP1Z#a`@6P=%w~UfbTeiDSo4MuOxa_%GJ3zQvzP3WzE5C&! z&HHT~pMy?d*5lUA0i>u_K%puOjVm#xOyz)&aJrY}vsOU0AlbPQN|LNOWROEfY$fmd>8uZ>WOVgQ3ta!w zaNTcpPha}in9EDIlkxWCEB0lw{T26IaCax34Ts)>Q*zZc4)~|GZ7}&ixc3tb=*I>_ZxgHKC^vjmW$lJ=>DT=>4u|s_3ot zQpY!o;O8UnQ{mjU3fmtUDyum8-$EH5tA6j$MGWbnOcW(|o9!f@2R2Zw$)m2uG)$VV zQRi00q?8vezRcdbwjkob;^urc-?2YnXt(~hu4oWvs2G-h-OB7PYc03rYqxJCG*&=G zN{1a7@PrFI0n~2SpuNWHedC+f6=E7QF=iC8C2)N0U=7pSKIlE!zo-IC!ZSLc$WLpW z*qI_OP6m?5y|II!&kInTr@+T^web0z3`WW@Jr@Pvkg5NY2`FgvSf&admpW>@5QdmG zJiXjHyOSyivT9w!VL~GNrd>=49^j&x0*vc)n=j+2tSeaJoGNI&HnFU{O zN{q1l;819Vap}$aB{MdJs}u1AMIDA2B_m@png!QNrWlp-^dn#nq*V4N7UU~s7R1cz z($k}AI^TH~VRJvl=zI@!FpN{qFEY*RnQ5G|DVhI{KgCpCA1+8t;G9J1t^;=n`Zicj31 zt0l)Yw+K*{mBAbn9SlKGlxV#w_U{HDTf6}=Ly-l{FiVQ40ZTR`VolV3Ru?r%-9cc# zHB6_{$5cybE;2XZKcZc6wK2=rt?2ltqLDve&kW(y83a|fN4i{G+IIL<^)Y06x`2hq zVDTP-x=bl=QksrOb6OIb6g^6qMUgwLte^3;i zdc~F|hQT@>cs^!j@YFb8L0R(iv%wSTR)MzEJbvxM@YCX+zp1H-4IUTGd81an z^tpd-d$K9~gro}$Knr+D;J{S4fZPB#XPKR%KLIxgS}j1j(iKVvq%v^%006`Dl0*O$ z?Er4rvNJQJDeKwrE*T16+6v{ zIh?p$o$d2$LNFj0QI{WOlmD)ZXKj@*7ny>p=okaJdmC z)f|}ZbiI)JvaLWgwdDU_7SobvUW0f^xp8B!+swhk+5zC`K}tz}+1Rg^8MFBbRP?d@ z2ie$hT)~8;sA#47$b43sXX3bI5k$m58MW7Br{GEV#9>6mNFgo-_MAFLL--GUZOSi5 zE&&dj86_R7tmhXJo)HELX!CFBJ|Z!IJqqmqgWgsEc1VWgA+?l_z~y%^ng~X*QGh>m z)n(wdW6?rd8YS{n-j$HOoAZ7T#X%j-Bv)4uw)1(oRw?Yom;YTdF)sZ*oR-I@#uF-l;8^wM z2Rj4bgJ6q)Z*Wk@ z0a;7QN-1qy(J}Z@V@C&O(Q(ZccEa4M$-Mr?BYzRCcja-?cef^s^7_{DjnCKn6cl#e zc4?gV*JN_#-&<=8Bg=X!?7D zXr&QlXP-~>1f(t#;_5DNyUH3-@e&0;Uh~#&uM@3td7R!2o&@(R0)>8I2+hfD4aobE zw}$HAm2zfXGOk4^k{8rRu8|D1u9}u5vB~fJ$1ktLFL3t;4lUk{Cl^t|S&jjr+7Aq& znb#tCwVHeK!}E6CS>{q3d|DUtY5hIo@Q(%mL5Ra3q^*+C093-Q=R=TOXUP&4Rieq zjTV9Dz(^yiO{_bTaT#2&-=f)!x}f6Sq%05@gP0C-=(6GzvK8+se7sIJ?2YLJ`2%#~ zQA`m~pRN059JjQX*f)#mD&&i>@bJg}4@g3t4p%zCy7g$pJ>1_3Z{xwq=BPA_5`$9S zQ;?Y+2*zmw8!%eRDB;*S-OQv85{6WL*z5wlEfaVLVF1IeQx*W(-HH(>K;RY0VA1+e z^)<5BnZl2EBA}axAv!wR;8)XJHu~|!BUf>6k0P*LG(n%Pw9R~~UNJ!b9W1CO8Xf)p zQ6T!R?JdU1;{o11C5sm`hq-FyZ&g)erU2A<0QT7D*$JnAKgR#}Mb{HA)OT=vu4e^3 z@jOcCVyk`e)ZE-vzx-*Ln55_xbLfV%6b@B5TRQL=RXf0}M0E+?TO>w*TT9CuGc&V7 zm&V6Ql5`j;^Oa_cZNXt+H(dQ;K7b+bYi}%PH_$6>MUr*}9Jr!VxEg2!@-0D1O3Ecjk=RcYrNor1ndkGK>;XchS3b7P?JM=@z> zrO{+e!MnY8vvrwi=bihFdSj?T6IuisA&Vf5bi!7;AbDippP^KCZ{g2 zTgl<4m5QSa+gB;j_Ieqq@#2px01!pP^LuZUBf!tEx!20V&u$C9_c8vNK>#nnH@kdR zwQet>F5v3{{$m4@8es%WEJjW+r3bNFY?pv@O7RWBV^Hh>3LfU>kLY0_CtczTnZV9r zbWz3pE+75oz9&IZ8IwlU+E7vm!GiNZp`Iw0{T8ezQDBy~9Q9kEG@(wF7a6jKO((VD zy6RO4cGuox_1$xzJ$z!+7xxXy^h9%M&l3ATx7^<^2XAVbjjo5nUSYJ-T??&&xg0>? zs9I&eO^>8erPF+$x@0Z(%`4a_&~*kF!A4hlW3yQ@&um;r^E5WFeECG&ee-#okG|(< z)~bSn1Vjz>ju4cH3B%o!u*j|1RAS^Auq)3N1vV_4izQlm)! z^D&y#Ts$(9>1dw9OnJv8(Ck$%Kj~}*K-T8T3*TzhQj;Gi4S`srjSq#IbkXK(0}BD7 ztSckJ6`eVpt)!$Qh(&V%oZa+h2jI307&eW`AM+tauD{;4j8LL#`oa(5{YEs9I?o&@ z0I2r_hPwBwnTOkag1!8yqbQ~jj%J05ib@yG?+4UGscAP5{r-5daL18{(|khSuslQ!`lA;z_PaCYxlg1j)%{J`EfW-=*+|tpNWa)dU%^v14F2ge{s5j=b2s`S|j(0 zX)R}O<|XEuva&MWnfBJcIDxQj;;reV@M@uZNvRPpl&kF z;MClmLDT#8?OU>i4qxhjx@|Dv(SO@k8 z3IZTv$drL+q{V)F;>QQ6TXKZ?OwdV~d{XnvSZV}ZGG1M^$9GMcRybN9Amo<`RomS~ z#C=2|Ori6px#-Uh8vwYG+sy8)+RW9|x{^UeU>VDhjQ#cVQ2Kjil55xvWn$Pdx%?&@ zp~$UKSl3Rg5H~a z`BF?)a`z^2lqPr~b0)1ibvLYAAm97JyQj}uUD)=JYLj6IMdXA3tV7d5bdMNpzuH1Gr9vlU0* z_{_~2kC{Hu#XB*WtoNv2Kx6%pc3(EvpgS^)1k<1-I*7QAT=bH{4%)R`$bM*vYR#02 zf0s~+q)=@({_Jy5kUVJ&1k}c$V&;jP?6Ek5ks_j5}$Ft)qln#Eg>OazRz^QwuOPTkF!g= z!tVR5N1!Hltoo+~m{b(ZMc;_^e2&s|79+>kmRuW1_TkIM9w(Pis>i&9CJ@YyZNmf7 z@xx0V&ggze(#v+CE8jPt%5?jvH-69W*zQ9v2JLu_=xunsC=b;N3!KIzldN{!lNZ4 zm#)`7+D?|+r)KOLO}4T2g+py7n3!kTj!zSLbaYQMjKwjS{OQ_AuG)0gNJ^es$~L_B z6Mm$4WFP+@QpEg4i8JBHw%Z|K2)J^d%S zVtzvTz=ru&)`fdsTyCrV`#q}uDm$3Cqt7@xJQ3Rb4S8Gx1LiX2(svHGyn6!i{J>;Q zUDv?Vz7wCmIe0Gg!S}1b3=C=c^EJx;G80+~$)FB*czP95Gg&p~mpoKW+r}8aC3@aE zUdduKc8jrYtQlP-+iXdfHi}=lnT^D_WLwB6mXx2~BgF>s=>e08WdGKke5g`zIe4tt zNSgX}^Ctd6NxV{nkUEjwny6O7dm01B71roX@BokaMkPv5@vsK-;~*)&YLsz|^eTp( z@4$V_e8GEIegWRzES_ZK6dxPfbl7u9O-g&7}W%+-}>id%nskmv^FDBT?`D%Lcc_q-`~qoSm6-P@MT&N!WagoC6xP~%Zqk{HJ1b+GqfsxX z3PXyG_`}Y(ay2cl?8a61hDRGoB`e3ePe;M2@^Y(rRmdM3X%y2xW9hMqDNm8`YVYu5 z5lOBO+=}%aT$M%_36tHwDBM}eT*m=Hv$%;r^dBa}uCIdH5zRV_b03gj!f8EP=yvzz zxdywk*1A)Y0AWHtLIf-%gBdfB;;#6N_bwJT)@9Rt_ZuY2GwhMNe(I(YT@Q9779NKk z`Gi-PFAI%`>g>?{ft|#Ge#+=@r8iwVkv|K?QAr0waJzIR+auW|Bp&C26vZd=aT}6% zGGAQYkacs^9%jq@Ir1*6;|B@}dISnf4($dwyhu5h=R#L#xBS9iL#&63x8Lskv=1j+XA82%Zho%{N?_x>YiLe zX-$F3E~YNs0S;ZUEZPKI$F^^L8ga095hYO7FAy=nIYUfvvmdgpdL8^wH*xcXw=p5M z&uH5(=Q4To)tQoX^FxGYw!NN@FMs*#XzX#`@~V9IN4tdu`PbH;=*}N+_m^4D?i`kN zy4p8MEBQW0vc=r|ezGxo8uv)D!ZC6+zg}we?q%Gt?RYUi?P$hw^a@)pG|?(-V&3qb z8q&o1L?fP5dAkX09nOr_x7%x0Ns(}Yd3t!AH}o%dE?`F!?g3AsbZ>u|pMP(l256|l zPsv(nx3G{fupP~G`$b(V(J2rpJ3zQU{#RVz*WvrnsDd2l2sdM8-|TMB;@E49f%gdu zQ_ziQ0&^=WtEwk1?vd9EAO2L$PmeLP_6(R?9&h=pU^5tB#*Lu=+yro-f=(bs4JZnJ zt?7Plpb#`<{pz~}QW9os>33vi>FSqrf)%QtI?k|3^xzAzZ12s>@S(e;Y_Q~xF$}ic z0O=?F9d;N?8s@Cd-WJ<)kHao-(mtVDDifZ}`Vht^B;+~X0N6s&R^m_vu^<`x5+1%voY?)_3ySPfsTlzfq#VA;H9uK0g)jvmW0> z3q;{JNJ(J-!+|X*-Xt>mBjo0SxW_rE``7`^P~%W3VV!TtnL-Ey468842yhtn8 zNW(69JU?!0Jx^MSvip!Z!2$$oLPRNU` zO=O)p$ObUu*nyyfDTLqBB*RK>DYk3^9TGWa)A zC+GC1Sn!eVq4Y~5wVb`1tn-)xcyLyY1jUu0o!|?l9wOhqV;c7qbfmz*qP?G_+*Rf; zOf1P<9=13VA{b|uz5hvhjKupDoL4YrcpTEhoC3J#M1uLKb#7LCjrkS6MhRf%>dXkG zG~HDruF0q1hW2x`KOBfC%Z$D&Gx#)qzK-{+fMXqr&HV9FRuSK0QHMKmpP#ZP)6GM} zWmcAG1*t`3$*;Wd+V<+qni@_w-t*=Aj})$D96jb*`0x2xNH847bZd+9ooJe}^X;Si zjBwmfxE1p?bD2JLs9f@0I(@Gg>ppTI?Qx#V=XGNqsLD9>yCBSRmRwC-=e4?U_Y|j_ zvE|XKJzWjJW7z7nSlz1=O+#?4xprBKj3)RG&{z6v@+@|fCjO)|!4e|CN@Ks0-320c z3aIq#faMA(0rV%!%)7$i;c10^A$5DM)0oeL89|n%WA;x>W72zofmRa2s)^aURB>Ku zf6gmDS#HUEhK-Z(1G8i9ID=22hHo+Yqubm0@q4UD2_G>{$z2<^=GErWIUM)2Bl1MT zosTy<3v`<0A9fXb{6q;+`P2q%j{XyBxHD>~_)ldnQ?d}7t`N1}*8{aDu)l_M00|2{ z=3{bvE)vd9qezP=$-@5W!;=2m!L`q6C199EweJdzo;GczsDH{Di&8+1ASBEDXx%W? z95o4ufzL5)?>Sf4YFxJ|yg!WJtVFEy`jz8>n`9%F!~7k5^@(8u5OC$abux%vDkep; zg2%A%rTf^v1Li0u@Zgu*y?231q1L|*+CXMaEO_@C?gpU4(7?VoV&{C(7fzvSx{U`+ z^vcIyUZMGq*J{Mqi8{{AI>P#ldPt70!IoTBrd8yygszJ_*-GrQ{)s9!>vPH?muM$twW%{ma(K z-_C%t`(3hi{1@W7z1M_Fj`xKGONf1oLO&Ut6diH#PBkd_Qwwun_}ahUeH}k~gk)*x z$V`Q{1FlX>zWewyAZF%Sd?wO)fK?F^MGyv>iN3XfSyCK(^iFF3_MZdi!%#dx; z=o2>?R!(wk!GR$m>MkFG{ME}JtC9Q{Sp@5t7_76$aiYqdfB|cFZdrHnMZ6C7Uw6G} z7r042VgHEf3LvuYCxX9(*9@nb8Ao&^_e#h-u4Ivu97*r*V*`5#F72#dYUuWOoCO%p}ps_1lcjcHj+GXx5#Mg6c3DI%Q#YtXRP${oB zr3C}+h|x4DG}5lyxRGq%l8zlZX2kXhfNA#VT5wWmKVg%f(oSFtAhRQ4njteY3i(9Q zZ~l4*E0cvlseXyft<=>tApFT=Z%4R8-f<_Qg&eyn6`3@?WDlE#h!aV15ALI*e=Waw zH#uo@_Jf%q`}w@I&r`k9EhRucE6pB04Wf2b?%;GjN!Ayp9wN$=%#pW zw0Vh7bj|&$LLca#S5fTC!v6XiZ+M+Fg_Kmr5pn)R$gB?ZgudP;1j19>;o3z`O!X#hqr!rMSWL&J;! zRTR zs{4tt;)bea+N5;=)B@jcavS34B~3?iqO(qaWG0}fl!7@XqNIeq5@7PL6lqW?|2Q&# zasa)ouwU%n8~Fa6?(^r*-vIA`ZG8pK4Ksk7!`Y1bI>2Yp2k7*2Rt@&^3|unsZXs0= zHo!#sJwDbd_+yYoR@$y+NxyvQB`hk6n8Wt#kX+lZ-tbdkU>F!5-j=L|7ul)QQs=}r1ng?ZEgRm z+$FR(t^|%YVA8hu))_{dD6OHV^>^;z|GwyZ1;1LSJ8vLkQM3Qrc&eh%Y^>lV7{a!x zMP=UsVPiS~?L$LDQx4n#2X5g6ZWek*)e@N|!WI%o)^Tn#eY({*muPc>`CHj4rG zK=8>~%XQzcDrE2TbhU%h{DTluzO1uru!qo0JXXrTzB9D%SrJs%7t7gy<5+0x_>fY9 zscD_`g_WRTU)&S$J{cmJ2hQ+a8brN^tPf=+WI72kw(3{=?Jf;_U=-$)Wf9=-ic3j- z(dGyG+J0wTTOub`OV&0z7eMgQ=M+bDe(;t_2Rs;oqpQw?_rxFqVQZ##GDaMnj7Stb zdS%TYZWl)YNci%7YwxROv0<>gJc(p`?{+e#I_#He6W8+m_*lFoD#@HgKH8Fz*SqjZr=-o{q~QK3R2*=Xug^M`AOmrL~R1QTsonopoH* z>$dI{K}ux`5`uJtfP#cbNq0$iN;eajq#}(H(%s$NARra&foiv@r>{D46#rWzIiF_>~&Y0c)6H@P+%$ja`4+{{1W7)IF=vGaHz}e z-?`Clt)B+<)3Hs6a=*XnO#On(8CS*a`)sXml9xuo{7h5yLsqo+E&8Jz1f)3UNh@KsTqB zze~WpE~n=+!6eAKL$LQ?=F`LUF|c!LG-mM3fG`cKib<!WjM&h~tZt{)cZPV}=}oukn%m()FA!%*RNTqE-Wo8>%$nh>7JS7t-siY zBj!xvR}vd`mEi&->rrpWuQ|)@sj34Yw`tY@>CEi1&|ApSK!e3o+`F0VC~tPl0%`2Q zFjOdJVb{Y!F}aJ|hg;^dU>ZLt!!s1ADJHkav5B+GpR`Kv%ePQL(NL12`U6liDU{;V zdwzQXGH(jpWb1%}>lFrOg+JYPn`ja1`IJMhmq8C#jywPmpotuLb1%QuTi;i6q}3=? zx@Jq?v%C)305gD1E4_RVVP2qyftKrhEh98CX9~zCSwmr7U_!qU2aHD=+Zp#2)~m*K z-nn@hV2Q`hvdK~tT)kvMEF4!@Tm^ow5&Q{XUth^aZ&Vy)0{7M}v%Q~h19WCSb<#Fx z`Z<#fk=tId21M4gxRB^%B97O{PWt8-EkKmbQYq3nXqdm2{cCZV+RNq*5z*oO0pGD= zZOx>%guaBgXg+6wPKa?`IdoG6KIj4n)H-8MV%-}5E3Md&gcJ(zW?xT(8S?K!nMWoQ z4z?h7r2Eqe*sb@@U=7rF%r=ete$$4KE^>47-cmdfL>|pku;*H{SpZ){$=?Ny#UOwQ zqNe96yD;N86UG_2lBt8!hlmtPh%qrT%GAJzaKp|I;3~tQhm1H;_x1n%U7`unO71D> z(usuwO1Vf?L>lG$Dymp$yX!=c#0&VjrhnqmxRirr;*+(eSK7NWhcFJc;6wyApwWMP ztyi1+;A$F4&R!QOmpMi3-`62`vFW6caJ$P7ul*b3NUSJGqJWV9?5&x$@IqO*_H(QCrF@0L+w)ZNSxOhCdegk&t`QFZmo2cLezqJ0n``)c?80045q<$W=WXR+*%nv#NZmpRl zq_<~0w;`ef-Ws^zXW#XcHAfF02<9iCDw92mk=7-Aa zlj!m1`V?g@fIE?`(VKT0^oG?ZYKV;|BX91NP3NsU-%U%?cad|9Z+bp#SHX`Hu_HfTvn1n)g z@Ms~Anmk%RbBKwFxmjVi0S(D#TX)1y|R|=w*Sic?6}%|RC4=I@abT4 z$%`qt!!_bA^Zz3#)RN9(TA7X^oY7p7i0M-A^w+QD)C z%Y=oET5C!SFi}_K%|fzLOL{g2#P>QGTG1elG2%YqmDQKWKd>NPtAv z_^_hBkIP73q0^Z?ge{s57 z5`-`UcKc(Zr2`o^uEbTQvt5T-_`zRF<_Z0WVy!yGQhX9izz=LlT^}7e!r_RFq1?U9 z*3T@-^m#vXF25!w7EUZ`_>+yDcDD~6CJpR<#xsX(JdF+u(__a^*CjjbWErTP?0H1Z zPkTHy{d@D7e*EJQLJwd6mu)Lkzt%4nGd;3?QM0kVgFZ|yzIhJL!1+r&X;||Z`78iY z3pY=l|2hEI>mlsFfrK1|ATTyiDGh&o4hKwy`n-x5t=67^$GA?*3zzvz)|><_%P3_mdR84V2$qtMj0-oF;-0?-q-+Lo2S z-a1oep@hRi(We^@(*Xepw)4%^xj7c658L;c<*8DWXU#@6!Q7xL7^xv9mFX11Z*)C2 zhvo~}Y&hz60+?50r8h3an$ohYTJMK5sQotVnpE?d8Dl9=#C&Q)uuc@7+q@@z7l6CJ zzi&;_>Dr>;BQxd%aNf;f1F_F+y?pmOSSPXFza;cwGkbpA7(KpxV<5f16eCICB zIlUFqZuF7np_OtVuZ}hWkqdwGy`*GN6kcyVs1z`>c?w?Mr#0@FR2`NccN=!EC%M`~ z@q_$28mdHtx z`ui9(>8gGYo>G)F9t63A4soMLgLq}M?-1BcEdK2Wd+wxxUtFkj1C%GT!}20R&^0`6ys4t}CuPYg>KnFfZ2EZR%pcO;TS=|1SII-a>mv3|gQYqKd_~T~J4VtLl~`7&e60dq$yT3m7Bi zfLSoFr|+M@;sYWqZ2@z`tI)kOA|990e8u1kpfpDS{wnX)=K_B6HdW1+*@y}5p(jYX zW*}-bsd`J+vXNhq30ji_;KIQaOuN8g9V=ANXv3Qa8DQSL?-x+&^jeWDNVSLUhL8O> zOf^dAR{?FL>5JnV>vM`&J6IWyAy)&i!hDP2bCW5)g0GOI*s)-{j^;LkOR%y}crQec z$$Q}8t{t%=``^#O%|PtQxbD-1Mia!@dT7b$GYtG=Qr8LIVZYAO(1l%dv`XhF5}DgF zV&L^_ll(dn|9;>T1|*i%s5=*-UROe_tgIvWN1QXZpEeM(=;%!hT3xQy{$hvZvXF}a znyH4c5Qz`+(JP;xhgm2L2ydR`%%`YTRK@^2**GK91zTAHggc1{H@6 z{)OtA-!nvKLgK^4|gsi#ATQ#@y0fw-G+`&-4{;*U@sNd414 zC$Hh&q<6j{h!yD3vDoE8-wS@QfG4xp$(4R7}5o3)2)}QLF+9;@_U5iMP#n~;!lr9I1 zjg4WyGH`kf+*>X-7;%dU1SxrnyMqyoC3+MhPVTq=-H$(z9quGP=6L<&J-2n*iiw5| z-Nl-^U)L3zm9Dx&tAf3| zKSU?^O%f_5pHIfCZ{#d1a{ug_d}DG&kPde3bVoeV4>!B5Karn9PgEth?RjHa-T(Pc zo8h7ZGvUd`_hdIT8O`MH{SLm==P*)w`~5!Zk-X)tB)YM3gem4yCi|92X_&xkDgmqk zdoDUlY;>Pb0-)H)1Sik|&`Pu)k?;_NFsRYoCVc&usuubBE=H;`AF|~wPv}4Ykw7k* z5}NYc=l>DC{+rwEjt9_qImz8Ix!dZ8f4q30MOPqa3`B`y_y{67r9iXtjL%)|WM_6$ z#W{jTX5<*G?VTB7i3~O$&6fbHK8!#Wg%Bn&v!+8XVZfCu`Gt_3ikn*l(5TGsvZd{` zL~BXKB_*-9wChd!Nf4*Lq>?sl*G6Jm74+kEfY@RZ1#R8|_ydjci|?;e`ba|z0gJ2! zVk{2;K>HJP*lh|Tb#;b&CZYijp( zl~LrbN-d?u#uB6$NSlq2=7t>1H4AKGt$5nomoLNNU7+ZB+Pkzm!v=3^Ni#>t;vuX>QY#E zzMbp?9tzwe88=v~;qh`;ME?EdH@3e&C=<1fjTNZM0r^mwWM;Y^S^%9t%mfeq*ZBDS z#(NdzjwkBSxS6jv@t8!f^G`T|a z0NS+}&|Iuu@gu*#3w`STd&rO9!~u1m_*(5997fM3doW+=LL_nFFh7kSSEAzDK4gCD zuH!|Tw8wyu0n>a5PtRrqCa;qOol6(Nl#q~ke1v=WN^SVqFTbUpnC4Jm6%6iGFRw*U*R(_OlEQu^N_PXCT4h&0$RBnI5ayvK@ z+wWPPY)x`SMKfvUht{7R_lw|bQ$aX*rcw0^f$%5!bL5=-k>Jr8xZ9wLWt1n#zTd)< zlC11ltw=FG4WQn|C$WIIFTgPGx!H>7whdzWtd6F$Zxm=ZR4;OYxOOdW)=DhzNDdz~ z(G)#MwwK*@XYMbf=5L1t@VCf6NRp<2x|TXrNteCZLGbqX*!{cf2vo3HsgqpDPc1ok zZ4)%4vpa9<297sOB&T#E4Oy`qJwApknChl-C(U8K!Xo>Aen`~}@?-}8Lu+f9a{^k9z5r1>;^kC#hR)u4AAR$c{_6$5 z0nVRD+p#Pue0W-=`6$EsOkIU!!W-ve^DafN?r0%CJ~9H&ikU;YV??>BvXSu)peZX+>fgLicF0XbGx9#`G(`VERC$5!dw z>Wz{=579l=2~OKVMSdEPLgx(cjtYAC1KSLuhtLw;hLMtiuJaE5mb7#=lNL)`Aa^yG zxyByeja1Uy+biAr=7UAASE&z3YS0c$(P+$9ugKN{5px%Iot?HPIK;Y<`f=wo+1!n5ZVT5fNF0^0OteoGG*cX&rg$TQ) zmYVY7yY;?Vz4sAgRfx7PicerhSX>PV9=629#6^v8+a0B=k!#Ud`2cSSZetuCD)3$y z&yKBLBtzSO3%h-7OHka^#u$_gCQ250f`^w+WwS_YZ8=k`z+2Fsv>0%GS055z*=m97 zjnRlybxODMR_W87MKe8*U+m*_Wq8o(4mr0uf$fUbj@K7~`$F^N2Ag~B;AIp%Y9mXu znW~iVB@~%OBQ59@Ft$CT9cT`Am0f%7y?9*Lyjm(5MZ6Sb+lnTW-wvAV@%#Gt`mm~1 z5+3m+Kc6w<$3v;huNFVQv$ag z+8;5a?(hmo!Il?ZqP6oy?%944NEPzEKmEi-f6l&#sr%mWbaOI9jQn8I7j0|W-?l+P zp)cpocP^jTzT*hnOH?Y#LMzGrQ8V4&$|(DHtVStbc9+&*9k*7lr88e$4W5UK1e<%7 z6U};`nXj&$%hO%nwF6t4sI_BO?hWQq^+I9Eo$~$o+RfU(J9&IjQ+Fs2zD20)J}yXU z1=z#Sg-X2(B2yBd@}|~GmM6yvBbaiQJ`AFCroAEoo>O6ugp&21$DVt0kU3gQJeO~x z(UNajcOTmoNIm6wwrMTFwXc5b?b(lw`ikk_=NH4~cS0YaYHIn8878KAdtV?{H%YG}u(Y<%C|veO1zo->cx(=<3Gt?D`u) z>-0#1uh5k+??NmK9sVI@SnItJ>yy2_lOy?L)L~t(L$XLKA$7z{VD%yopWj`8z|be9 zBf06tXY#gs3L{2KVB^_XJCb{GDDsEvo0;~>)yEC?h4db_r2gz(7~Qz`tSHHCli%O& zRA4F_DT+%@O3u;dhDI)J_a)5l%$tXnR;&t%B(8O;%@=dDIRwn0m{gFvk7*n!9_lut z8lvIkou>M@Ox8m!sQnO9Mz!_qMy_~3ODQ7Z!S#`j7DQkhlsPYDX*)N6W!6mOqqm$7c2w*M4Ho zMCi+z_fxuVZ?1mbb8D7QL>=ZEv0%7=(QTr!3$E`G&$hiY9)Jf6@-h(rglRI0|CO?Qfd zv}hsj`Wj?P_|^QT2|1}oHU)k8LMXJ<)az6&V%jVdg5o}0t1_v>=k8VgHq_M#;6VBD zko*I5!bnqDpO-y}Wv|$m{3?&*k|cop*AW`|Lm-rgvLGMZCYX7(&py(HgBN03BIL#N zO|LHBu=pWu4i3DZF*tP9NGOC92 zz5OMR+nx}v6!d|6l~2S}y;_?*uU)Cl-@d?f^5U`irPJtQS9VPiZUe3ldr-OO%SWL_ zV7`RtB)nki&c|%$-($6!C`}Vs`{tPl;j7dOY?9%9s3QfT*?ZQ=xv-D%@}0k}?;ZIv z0}*&D201Ql>(Y7S;L$U#R6*nnEa2sOyhRzzQ2P${|Rl^d*sHi{ypYi)|rOjerzT2G_av{|-DyM8l}PyMnV7;qSf_ z{B6M7P9S*novZDyHpT?Zjz_BS>g-0$es0FiZ|jF*UWH`>VP}IFG`H*mF`MD+nK9W~ z(yJBgZaa>%56yDa32y7;5)F~*K145m$jZz_YxLHGlZ3GaV=nh+|kIngB~=Eq!JwpL>As=zLcYfSrHbFbKKXUZxDXxCS}#mkcZ z>nF8FCUc=U;(TDR45oG2JaV8BHiN}B@P5O*?TIA&i0OSt=(i4}y;l~YFnl`~O9j^4 z?j;;@8%CwvRPKO*DelIT^KrwIfZJ#e@ozqNP~>qWdxie`ndNuTzFk%Tq*D<*lE9T0 z1#pgBxjG9vBH`P9Cn^A<5g^q7V>;`tKlJ~!jR1k63wlb>N2tbe+hg(1*ia<)UB7Qk z)B}Zn$c>M4XPrKbn8UK57Lzec%Om^GH|y;}A1h|{b!^n{IW|9!-^+#ePfIx3YX?f? zo6L4k@^x}|N=Tc(3k;D`HZ#G%T>joyXMGBLi!_G@)(_TNB5bKz57UE<+l0>@rxOP9-Lhi>S<&-S)L`G$fbaYGd;`@(sA7fq2*m* zUd;d`)`I$J@WFvzgJ7yjshtXm@v#!x66YpizAcz9&tUcOBvEn2qrA~&zhJ_j0q;KB4gK_bah|JN@7Pk)G(5UJVi&ph#ohz|CRkUa!fv*kw)Ces4|hBXFHmOl|dz| zGiM}*fjyya_R#6EdRdS#ZKjmZ=IcPZ8&@%5;ryfA?mXtS%IF%3?&nMsc8tOIbDZJh9+0(wCH>hRD|CKv?j z9KN`PMg2=Zl9U8$3N^Lbqhv4OOwR%)OZ$G_Q{WT3fQc%9f5;0-mY$V|E(#Xje?74UrRG}C>fmJmHuBw7zGl6${B#Z*$FmBC`H zW7uYc^zx7cUM|Mkt z%9l12uOX?%>&tST;u6aSwL(-rUW0Bldh2IR^{Vk@UWS5d-@|JFQK%ZP4`qRWJoi%j z>)--6W7FGJBBRT48>9BmEgEKAumxZIkz>Tn8k{cHr!H@AeOLsL(kKM(zEYySSx_prH;ksLEY=j9h*DqLABB zty~V?)1h4O^C#Y~NWFT!`MYs7HZ86+%-oV>L9+8@QYS0PVb!CGMm~(XDXvhh^o_Ub zYZn83SV%Ox3hKv|mGinTZh}`lNh!3!{6tF!2Fzh0oFOr;R;b+{e;qCloZuS!dLQ2= zUEV?0N=4jRt=|Bq^=k-_Jd>sRpWMM%(A>Wri#GT_!XFgzuNN8MC;_Gk2u5pf7E?nl4Raz z<i7B*>&2nx9HZ2`5m`{f#NDw@ndL++Ryy1<58op_4)g)DatCX zss=yRR6S6w<#gQcg<2}@F@V^*?2?|5Y@M#S=nukEP zZ646op5aK(z4#lfXJjN!iF%EgF0fYs_zm(^A~H2 zc+Y^KJG0qNbYzGXCO)$xjzAeH4YHI~Fdoxaa3`%xK^+x!QcnP&DFc+>6%|iVXN-`1 z5Z@Zfi$JXYwLS$%qcwUeFpx%q`mA9V>$qbSy7}|>{o^77A{yGR*b|XnPSV#5p)j;~ z7142tqHenl`^)``H2dw-i4P3mF0 z8$v0r65DP4Btp`Tm|-zsZI2q5e6=WL9&!VWAqn71qM6$lqXjOx-HG0 zNq9A2KIDTt^nRNlTuAZvK8pSdu!ajMzGP$Suk^^(0}KOTF-v}?+#JzTdm`-Ml16Xm z-#D)61#)%}zVr40xT#=Z6Xc_Qfoe%Kn4HqFD7lsWnJJanlPDr!+&!+4sNx$UHhs)j_QUwS_qtl=M@=a=s708QH!&F0wl%LNW8z;rW%7WdDlf6%V-B6V)0t zp_n?!xE3^SP73J;8OHO4Rf=l|%Y`%fAygdV5#9LX(TSsR9S0XuFNit4jMv;Iu$;k! z^@%&jMR0aY=NJh@CQE8r}Y1G_3|&i{_qazi9ixI<6F;wcoVJU4-kI+J$qra8H?h& zA4N*rPto-qKnThPiBCUBd(qk$$uoqHQkVefR}x`RdATs$y~X|Z>=!`HCnIM1WO~?u z!m3;En1=y%YlEXdB_d)3qfcBkAyBXXoO)$l6 zVF|5q`#48={XkG2f!J+eFW7+0LQh<4mHF{b(6gxn%ROTEP8<)cywY+~ah`)OzPV+J z4R67L+_Mc5Lbz!C0`KWl_|%_@pA|K~stmO)w9=lRJAOWL(MuN=6G44Pl|ueMCFZ~U z;v@EB0Jc-O_mPCyZ?mI^4_QOZc~InuAK}b>bqWp$kdN70^eI(Sc|XKA%Yl|sI-DaX z<>(krkUor!6WnIB(TE_9_?Tik2M_VY%cZ{i(wefw)SmC)&KmVLij+?pN)MjlF)uib zbo_$H_DCK5QF#(L0WW{2Lx>xvwpHUd^7RZ7#em&W;Nel?YQzv!rMQ3x$p5Lg|gY3D00P(!p>=vrb zk*F%RAWzHG@dCZ>CANR`KL5KL0^gCx2A?=7!T#2YJy)N%XqB427`R(8(c^@F@le~z z&A@*g%Exq^(L{PPh1eOGSG|5iAxzV#t3PFUtc4@a>L828SAazvT~xf6cG|!rxB#z% zeQC%|3J)V&;;vHFNtf%@rRzL6RBq{y;twwlt1f*f=I|xnoo3!c7JmgFMn%N?EL$3Z z>Zci9<0AS-^wkCWjE-!06Atx+HV=5l{DH3?h zZhpD+bi=Gbi{1XMLgKG=mgNi-6s%Ln#SQ%rbBx*e|3fQ*ECl5F7bD&-D?qW_pqImX z;nPt?bnuqWNBj(Mi<34eJS=&1i|QY14y31ZP~`hrueB+utid3$J6-6{MUQUuDc&v% zVgHF)9)-o2x=h|vRSBKu%8dG(_N$KaRiC&3Q(XB+vKaOUN{j}>*zl2)bk7S56=BQI zn@$R7O3T5YkDCjHg+(+vgjJY!(9LEaw4yiWx0j)sf@`f1tzUj%s$By!*VXG6a!hIQ zL-NdfaW$u^{GaxwCunhjtVY&4mkH44p$2E0b8yN#a%3#6H(FAE5LF6@gh%|yGhv{~ z#t>XuN#ZhBy3ck?P72~M5}-qOQDqQRzt>Za_H7t5jR|p*`z9RG7=gi|@L#uo`Ii2x zB5xj9M{#wZAHRBgk7_rsSmj}|K-Wid$ub6$&8-PqC~(zfheo?LCszfXFz~t`6z;`n zyi~byG&2eO@;Q>fR&dFBADggdgosesH^-^|B+x2_JZd|=#a=}Ytp z{-Z6DVw5_O)t95#RHyPG3@?9B7yAvD)>x}V|M5^&EmV8lM?(-Z3mo!sAmFGQ>*XsD zdUS9QBy38x;o)?u6JLv_($4tNq*>@5^V51EAV)Iw!?HiNB#8VRRSku>GZi=pB#d&-eD=d?p@ab)n!;PZ@SDt1z zsm0AqamkXEuT6F(pi!hOGegHtg3$VVY3z<|`MBmO+Oq1(nyg9~3_C)1C;XaJlCN}6 z(PYdO+uWO>jJ+kl<*zeNpAxiEmZrh@4_HbfBcD)<>VP;Z z`;8I$b6`?KA<=U!k>;s#**AcJA{LJDinsXy-jfhNjgfbIDU@I3l9_<9m;|2&#zTVMWt_^(T|>f4gWrHG z=Uxe~6MXW=@LDvkX|-@52J%V1lp-&RLDFV?F4alX>+I)i>JRT(&P6Z|4yg0=>oaQ` z-&PS%J65-FGr3*fm9SP^ejHr6Rdh*hGkw=X6GPiA@V(763;I*DVt4k)SXWc{qr9nn z@y|7^(T6xWyWw-2V{=S44(X)45@KA0jJ6$~}`Jqmd zrefkE_#ZmhECI5%s@>^0#aw^oGqOA36*lwDh>WKaH&4MtFib1kny!%pBI{a4WVsac z?lvZMoJQ0V6(57fqonS4I>~8tmy4bmS??=IR22BVUI@xQ>#i(*GkZ}_mBU$GoYSI6 z^+Fw;gcf&LQ>w$<s*YE8m-s(PN6UhMss+_RpAVe$%@fLDl!R1b0?GZl#7Z;B_(C-*vTQoyREI9FRRJlDbeuoox?s{#auy!~{P14U#ezM%Xu9~D8`k#QkaRn0 zv+&=e7UN?fWAiJM1f^J8ZsXs4ms@VXX-=D1QXOBXl77)Rz74&cO5t4n?WEl}PI*F9 z1R#g{m;@>E8Ad9a+dKToSOETDQ@&!kGxrr3(%zB!G=2$UXlnt{LyTHQFtc75AB3yX zFzWYG&xzI5nV1nHJJrD51hn{XgIY-1Vmq1PzbSZNM(E%uDQHOw^RI@ zn%JOyZrdv^K2Xz05@Ep+m09VBt^M*X1!V?YdcmyZTpAn4f+Hfh{#u1l$H|{+)O_bS z{AaG3vYfl5N8VyL=}!tqmGCtm$3R=aFgC}eU_|AMD;db7bcg_Tb2Wn@ryhA!gYPh^ zNiBs+-58yX%)I0qEd1X1XpKR>!KjjAuAY7(&tEYO(Vyq=g)J9Y=P z9>T6-LGquT4C1@4AEJpb!$z+Fk17e2j%DCELSOs!1RtLk;Lec%Z96ZVN2r?U!(R|0 zjtu84RbUH-A1Ie_DmfEXGDIKdY1NhgMw7A)3ZvfT`qh%20oGeP-i!e zietkw#>la@uX`%>@L{>fBxkw)58a|yiG`OpOwd`Y@2J=@YK?N%aaQ=WPE23hBE+od zMRLOTneFmjr2_LK3$g7_i^3c4Sp>s-rgtTsvwrA~^hDK|mt7jiL3-Wk3r^w-QH@8d zZHt8v_O|ER^_6PlLkZ9rQPl?#lKUca9dA^mqmJkC|D?4ejCje{fRUwsU1wU1$M_lj ze;$l~`Gv74sLvyKg7Ir%tkMaR<#zln@`I!qU8kxkH zO#H2sM%6HEh7~$_s1S2MpUgRcFXk&783n(We4$;s`=NKbMwb@{pO_jVlCwKO?dBjS zK5b6V+7?wJ*Tl`NaGd(w(W6a&@5JW}1{w}LFODB@5e+h8n`bP?Q;#C=C9HO(Z8Nqh z6bY+ZkwsZls~Y1cc8C8Y_(S2KMrijD*Swr068Gznj{k;pvjU;+iRS3+ySh%Q?61xx zTjh(buD1=~KOpxa(r8U^%M$^GRe>>!NWnY@>j+R5v}&xTX)MO;-Ri6UJ0p{xp5D7L z#p5JSlL%}CDr|dUZqo-$;9yg#m{KwT(t6_AO`6aX*ez%P7HI1>ci1KYbK#J`grqwG z`-*)BuBy0-N;D#b)*i6+Qb62-16J}$8(MEA$O6xw5k?#!s$+uM(D8_jd#z`~rtwLR42=KOY2v)VEo z^Z>Q`rX#uGuK=!y;MK)Kla0|zfKKb&17b{-J##kY0r#H;Y9hrNYwg#+52}+v7<8d# zO<$39M6mZ&guUK0h5DbR`AiK_RI{-|l8DaO+lATGXV^fv2>JxhFI>0>dOr;TvM|zy-l{ z*AYzl%YiyA5E{95^S46FO88$2tzqr?PX$=7&_E??y{x%%$h(;7(3FQ!h-ee%6s|N` zxs=x#5zmOHbvR`ei5wl>vh`!qSg)g+RWuGt++gpS|EOfKZ+OT5SJGzV17|4%B>4`ijsK7o8%5nxfEb+IWM&#KmGa?NwT z+*_ddNWgFY0WFBsiL8<1!RBb{+fO4p?WkCIFot=sMLeIUQZ+b9qL|kjhGbf0cmjzZ&R{dtehB4V@@L~_af8y-J2_rzFeXs!M+`2B%T#qhX=V%-`gBKN z1Ug|cYJs5b2qZarG(r$}M*1}<&J32lErbHn8$o&vOyuS$ho64`5D~|+h8zIEqswaC{RBR0ZnMJAX^HKw$oQk%jh8v5&h4b@k7n~wa>sU~ z)bT3`J9JTEt+~XB%|r1y`u(FvP`7W;!3L*rf@-ROy&ClOFHvW(gR{5lN9zP#yp5U+ zss*$Und`cW;(x|+fg4!KEGmEGtLyfCiLt(@uUZ*#!lDhBf!0{j?ZJ`Bzrf#hTq1d0 z<^(RrMjpm7Y38x1+zHc3PK%-^^*pZ`Yw{@r9}Z<6bW~BBK;M@&-e60w2Dh*t@w!cz zB(1;_0m0b_LLHL3JWFK8?rGoQ>7|v4r<$-i{mX(&C)|(d*G&{U0TSJcMY+9b1K23bh; z0f^B(p{j8JIWg1zZ85;cDL9*K3uA7(bN~}1q_-$YbjXvogclkW?`4!b=v4!T^d4IM z5F=`{G$2*hjaHSXBEbvtV)=!tQ7xZluOORj@qjex&Ae(j!}SJtRi;^#k-8_DR5Wq# zLBja-uiEbvEX`Zj#V;zD_i>^fY#RzMoEkMxe*UBzzey1x39%|B-i)vCE&om(d-7j8 zYXh9AA3vOaA3I_V!^Dks9-Dtq$EW4^!N=gE45AadeVoA^;_jaFLo~qM#7eZVSd~ zGfbHh1tlj6-*mj;53~AobWbvr zzk5*Iq`h&2m6C!Y%PHaJYnY+ws*fto!mMYuQgt_VFH_vrS6!ysAYUAhhDhU-Qra; zr}*T`3)dLKBn7MSso8|2ZTxYsX^~S#{U7zHs1o#FYLlex9n3WT(5C7a7Z0;bnqp)b zq+MZ&G(10lTVpUt8!9Qs%VJ?9dcjG0VZBZFEQ(aBxTUYwYR!8`?DNFKe*2Kq+6eECg~Zu1Pa zk-wcxX-v|t$&OjS%&baM4G2l(n^qlSzmvR=w*F9V7qlIwT}_8XgL2Yu=D=%TjNNs0X@mJn8nZqR3cb1xeBWs|&}P z;QqF=x7?*sKeJOnTRD2qn`u^}@O2qms6cx}{gJhLs(ngdj|!5hu&=l}pIM@0L2N7o z+Lr|9#ayvK_-Q#AtsFZu2a|%V70cpgN!8=Bm&MZ}X+fnr)|1?U*7X4xhg7GE{rs;pghDI6Up{Ng{ zOt80P;**n^o7_&LL6q=Ylcn3mjo(O=zpsgIFdqn-LGeix(aixs^>K=i)>}Ql>o}iX zr&zKr@H(+h(mwPFjA-0?R!+IftEcg+l6roB@)S%w)5A|mR_?3ir+CIu+2|$IKG*pl zRC<2~D%?8pmhqB0m88OEgkI-=Cy1#flx-(z1-a^;1!`pmzVnw^P%xQKM%;nQ#NP)1 zqS4jEh@BRmdrGc z#qk>*mWJ`Zuq}@S?L`xhylLw&SEJPfn5T$_P%*J%N9rcac?xi;sRL!zMnMdZ#lSHT8 zacyka3DIPO=yvvJImgy;>Jh0Z?}&4I?l*GS3E2g1og7=eR9RI5M8%8}ssUe_830%N z7w;7b0oGpik~U)oP!AH|dAZ?t(?v27fo6H7a@MC!5`_~Rp`tv|Qn(ufX{Ba1eAQz_ zl<`9vZ#?kjpmgurcj;FVpCh`c{`7w58YJKxA;48dehd*75HQv?(j_#lPq4l@o?YSD zP#(A6gf@+rOz&QK?kbN0jwAVUwrC^StuG32Xiq&uc~8{H=1Yk(a%QPSsNsrZRr+t+ zUJA*^4B6-Ca9Qc?zjOBI?RFFXfCjlsA%Glk=P?=5zxaqu3nYqdmO)4^9 zQoLtldt3U+npTxb$!Di0$!GM+Z%pXJ@Os!;K)EpSp8sX;AS<$X?yM3xRJ1?Fs z!%am!wG3}tWPQqYGxVh3(`9uJYK13@asvm+!|4X)IoQ>sr_NnT??dHhatq#21t&K$ z8b6K?O5Br>7=J5zH{TL-8v5i)AdXIe5x+3JenVsZRc(%=L*d(~6HnVGCJzg=8f3V! zEactE3++c$@^qSHY^0hhVoc#1MT&f-{y4j88PcC2#@ak^PQ0*#v>lNj{dh7n_P5sCtocg6g zcWQwraubIVJ2DY07XJv&rD5lOIXYUfB!&Uerh*WT6=LRdX5G2FE7-Ztm#pi*=`@|j zl!zGR#*047iODsnyS{dFWB7G3%Wki?dcWya=MZyK=E&r5h5a;P-j|8til!wB)v3zx zYgsLR?(@S_snukmcQrb-yWS&p^AZiohMC%@8T-yGUA^g*h4aGnJ8NnNB;-VVRz1^! zl~#sN;x3+r5dS!0m;Cihj`>Ba)teZ}>m3H?NYPcRH?QrU`O--&gOLn7<_oZ;3lHJM z)3ZY@Wc`GuvI}ApSXK7k+AaFDAK+Z2YJIWCe}H)aXrinMlMTYl@s^t^b+z=**>Wkx zIXu|6ed58(CO|@FI}*u^<#SFIa0kEE);IWCpzO~o*v4a4ehntS=kG~_-g?`yo_M~Xd*G}l|r`f-r9`_T~ygV^1 zuaf!%HP_xAyq5Yzl0RD^yJ2qWwESRk0HV`$crS0ZCT}6VnVIJxyx}-%@POPr@?iLT z+QA`O{ueC$Zn^J2_&OxElnd!Q?QkA2x;szB?O=Ys76r)y7Q(st=@eQ$-eR{r(TLx# znM?r1^pOG&Ny%k68PVKo(Levqu*r^a6scJ zq+Z~*>y3Rm1Uzg@#rweF7702mN`J*=ImK^FZI~>*q#x$&;L#CO&O3JKTazlpYuHaNr`;%xk28Q)JsP)-8Xcen*Gu#vp9n9Dfc(|O3^@tiR(1Cuz=TZ76 zB&_Q~cfF5nY8U(jPGTOcu|&9%GA2n$E?;Xmz~_8-vll~3)|fwWJ4N<&h?FnsRXv|8 zd&f7?zzNlr^W%2w2-zA^XONuks?Ps(P>f>(HO`u|cHEk=sCC?UsrG1Vmg2Yy6>jUX z;-=}e#V*KjKj}H}_l8>)%tiAO#js13q?QU}U<74WI@qid%qBgl+@uhJ^TOpvnO|$E zP6wpiuVmV$unLxh56sCBMmkvzXA5M?XwpC5TzQ7^48?S6`+d{T%H~)8158c)0l^5V zDhrfv<-jVQS6m!@adGhqPaE}fMDev;jb~bsTvqh}AVr9K z4wg^I<&XyCzz}~DtOgPkP2}B9nP(Pl`A4Qv@Q*QgnY^*1S8Cz8vglr~_%rv#o*2h)vq> zz4654VX(ToM^ekvw4d!GQ<{uMlba4gGU&7`oOKy4WDG-N0y|HnwKuy8h&a2hgF_iK zcL=@GKj*Dw*Szao9WRdgqgBlV-F7Z_`N3Q6?687UDMaHTb3dfzRfp>Uy%((oJ|7d~ z`x_I62ei8_XS*w|i|j2Cw3$CKLVuk(lS}(c&w`` z&Uxr*OngI+>5j%S>1mL=;bOY#&iZEAJM%6t8iHKGFY}`49dQPAt{!u|3lt;hr{8%`NDdQkf_nq z7(GPv5(E*w6QT>kV36pd3!+4CiQYvwM(=F|(V};w_ug|Jzq5Pox%QmzzPo?Fe1{7pNlGVf^~nxbC-FIpiAtF{wN zj&Pe712N>}1Th(0MN<$4ZMsOdt+A(X{=z7G;KZxl{Z+CYy3q%wx1VynsqA;QK8Sy4MhiGH^_RAvI_nV!&&2-Ur7AclFGau)J}gN4QCSI~mOKE&@n+w7FsFclW+DRcTrJ;Tq@Mq>P_w0inF7{ix%;UtDQT5{ZPXgfS*vAKQ;R*Wq8&~Ih5gN2ol(_ z|4`@taQpBWdkqB4V^KU!(}&2q3)z0a75I~G9?nxcqH6GGrzBe4T_fS>R3N1PG$N*N z?oV#rS@JeS#62bs8834uc8ShBkM*V9kLaCA=atUBp(z--%Q_4b^{OktHizK%;@z37 z)xC=B`iv%x?Fm*rF&Fg{J3Z6o_POThl4q-IhL=!eNaZY|kRukozrlv(WxD0h*_yWn ze0}k){ny!2snO~@FOIWHWo22mG?<_Slilf}nrd}5>E9u98K%O?&u9sSg^Qg}X=5f8 z>yAEc=(s2_3sydzai}VlWfs&|fBdnoP;LL3ub6jgd z)0gib-Cev*y5|96_00Nai~umG79a`)viok(_M=9%4PS6t9y77G0AtiAhpPkp60pm3 z5N9mIiI~Um5mrQG2fFVn#4y|4tXQ)~2^N1prL>xBXgY$$q>2Wn#Fb(2j$M=Z2U*X8 zsZAED%iTwSoSYn|5FHceHDDfNUnaV}3weBZ5kozOq2GCX@+oj?HlXeW$^vRHgI)my z=}fgnbGLC}3d{+0*QyjZ1hVfztr#G!P(NBUro z_gz!Y4Z%)hJ24gI+j8sRCv3*`i(jbXdFKMIV8*gkYS|cUIGnq>px_M!r#^%^#om{N zawH64egJL_M1|d1`qzc~l)HF|l?%Lq`1-)+WPIz`Iuotql6>0Q&!{7$i5bLaie zYVKy9$AyNYQ!98KKKGf*W(a-{0KZWgm6gION5SFs3KZUvnOPQ$F5gOMSr0 zNN!=js^l;wM`V7sup{aaEt{SgvX*jWJ2#)<@G}#Fm#Nq%?IztwsGE;DO#1SF*erfmjPL;3W(8%?)s@h2U zJL)OFDK_)5qFAP)wuHvpu4{xoFD|1zN~1o>Q?q<2J2Uh?Qsy{LNy-fw7Y}-fS)2f( zN7^YnTQwK^AZ<$P!rwVWl~g$`fgn@i`oHrQiHf`9wcNM&DQ{Ocs_O}C9>xiWdjHR`Sx2AU!Os0B=RtAeN7a5*j7Qx#$5M1 zVX^`PRIOO*=3|O;BXJ#)XA%ZRFnsfQ0Ha6V$F;SbL8ZfH&N^B;ay*vyLZgU7^dJQ@ z{%)89q>M+ZJ3>q0l&iGvhmzs~MK~JUlottcOoXu=fjG zogLitp?SNbE`=|?9@e9?=S7|BU z2c%lhKcBTRe0_9iZFrf4e|dA-#C2;Mbqd`S*6SkN(zLmI=R^ zJYVlRinI-HwX8So3vLi|)*kyZCd9jqzPdOqMuaTIet>A=*cBWBujkGb=OKNKV!~8z)%UIX1N=jlL50qPdKYqV&7*6Dbvh1irSeE=%`7fo9>?kLhD-BCHLimkr8iF*Ob5(kB=3 zrAN;jPJt6rvh0EtTBu@cUW2LTU29=T`a&4mn2J%GXnAtlmK&J&D2gB$g4D=Ds1BjG^g)qYHQQ5ndxXQQk%-^w?2AMk}=(jsnt6x;=Y6^G2Xs| zVxC5b{k=M55t)YB-|e7`N$tj^SZo#|IbggKQUTg+9ZQo?LKoH*W0ZC8fR z9;n`)BmV`*rA5l0h`WD%j5i%dof$V0_T z^U$Emb2Pl-s@oh&t`Oz_;�Px9bQ)e38FoK7RZM6))ds4+tm`K*y3hJk-`0#|YsY z?PDYZ0))fVFhbF=qBs4uwL+v=Y&1l}0y~eVwF0-Xa|dMhD`JVQZi$xfBT6vCQID8H zL6h-4sl7AHN*xdR5JCT{F)i}w{y~VGu1eTa2CusBuQQgGs)y{ZetEUUv(p9f_H2E2 z^x{YaQhNDA?j5_7Yb_Fa(wqFo26LDA{&LHyySfNZSxfzaHe(h}8o)usnw7Vf2d z*;oE~_MbOD`h@O@vhmTNnEOw;47gC3tXXZ|J7A^;+aw$!%)ln3;4Sw)>^xQ~b>GE( zCwq*0LCfBAYlxjBk7#OG2&DO1r`u4{1t!i9P|U@4z%x6M+cZ%1X3cXd6Dpn+SEf?? z@*Lk+4+@crPV?z+^}hS=qI(uvXts&u=Xsx~As!Qqrh|EwO-f$SB+YyVfmLtMu z>U4yNOElkmqoE^Hi(hOhp+fQKE}ko5F@#OcmDfl1Cc_@qRmCy~@q#V;nR6l0ilfp= zfZi7W~DhHc|+`E~Frr2(s z;#bvMIt{P+n*Nq=O(2Tyh4MiOvIfT2)nMKvKY*qFG|xg1F^gb;{63Xr|*cpDo^-7BVp zYzw*f$Dh?yeQ4WjnuW(~k+M(H8#|(-!ss|BdH0$mM(2&n-b?fX&#J(swW=LI>CABK z9T&Op;O*r?FTL=0cLq6vzJuEaV|*MU(LIjFSGP`JlXV(P4~a@JG|K!pE%~iJ6I8dz z^{yx}Z%oUGp?vl!u(DZWniz@vuw8Pns(VX+cPz41PwD7+O+XA4Y1|px=mgj!uF2B6 z`S(=f=UwiG3Pe(VyjN6j|Mi0%A8Ih=xZ^wJ57K{_5Hil)R$j7C{pIu{olD**WYqT1 z4b)jAcUt%NaOs_g3-1U#E?yZEH7=mY5kfCIFBdgYqb+{XLW)$@DX)4pS^C#|zS?Y+ zQx~NpI5V%~--nq%bJIJaPxSA9GH`gaEAzl>hd;|SqGiZ# z3wx#7Vl#;6^z&ctjvW+9c9Z3|%b)T4M{z30A{cY^~`%KA(%# zr}b^??%|j8_Q00R9yif3`Gi7~J}iOfKgMwXd4keR2~M4-v7DI7%#|xg?mWeq;+LRc zAZEF}z3c3xe^>~iKWHD1Nd4(ifJU_V-AdqO@uG#;%ZNTG)JVq@``+}Q{7{*XPie`j zYuZ-rW^7*xaGTM1nZl$UuxwO1A`?DL#qoiw8fztw!k6W@Mf(trJ^d=-#5KR0g1JwZo??-k;Gf$1w`3SM&#yRG z2{~kSbY8cpp;LU_$Qe{d_rC70by_zmN}S$d_H!uUG+&_BKD8tau_mSO;41duvzlyg z$>N{JXj@#g5Wm!2HhWRjhI5zJQpa>|RDs>YX8Fyd{+L-J_t+f=UESMaF!jf$kQf2d z{5ePcC9mZr>S`9N&sR5WL+S3HA2=cBlX(M>88;Fq5o!-?LNU zdDl;dKC3rTf}ZgA*Gk`_ao$}1xOGDOS*dI>QN5ja4221v5R2A2+q~0kbA_Ec9lJ*}SW!qwNl6|-B<>%nq>MQsYUMrrFI{x7yNGMj(1@Xs*F_oo&ik#3OSBAjR z@`I73*?*_0GGt;8S|VXLNndu>6S!n~d5_p#uQg<7`-T_t6M?|mAKU{EC`!FiQPjj3 zZ5qSW2XoeOai?WNNt_0?xf0PRKQ}kMAb{(oGah(S2K=ZUY0Se;WAcPnQQ23EBb4Iw zcm5f?vV7@H@SFCJ|1HO@xNb+tv;{8|0}%}Z*_9vT(}O~{29#GQ_>}E)t$PU?eovQx z@!+plQ-HUYc=8L_3ZMX!IG)RMUA|KiM~e)oTNSrSLxN?t(s9&6X%!ScpZ6N_83Vlg z=d0jFN^P;|*BGBwyiAliAesOtvh_j&fW7J<)bL7@>+s@iId|Z>t=-&I<1nI1^gMy! z!9-Q)xAXNEn`-5Mjjn=+8WFGInshNNo^FY$v-;{a%0G17d5Z&s=q{BJ3OEV~eLjw4 zmRLP8rPD6uDs&5-+&*^i6NQHPOx{mY99K>nv_=X>VSYVmheM{JCCn%T2UkzYJazvg4C z2k++RW1iiJ4c(WgMjfhcX=|Z{TT+4C1`@_$4R=SAhTid~H%q#jeDyij1Ji974K)@; zk#PDme@(igPp7+cb|()sLyi6Y7$}a7?x9g&ulvTC_fqfb(Z<|uEwjXJdV+6&{fsHI zUqS}bLT2YIL=}3^VzE8g7e;V~PV@D8T>N0*v(m15raihHhrA+Jkw@lPN9@4&>YNm* z^ZXstbgV9Ae56dbxjd*D>?U<8S7y4%VMYO7lUBJ8_#4-TjgIrTO?#rwLLo_oBK7B} z7yo#5VPa@_uauGj+O@7vvMA*7ZA?jie*V8al2>u$*jVC;GQ7wk27Uz=6d3NctDo3gHRt zI4uXSnW0&o2P13)=Pt>4SJ~WUAvL6_-U&X zypFKiTB-82o;o#(^!#r8)EFl^GqN-!y!4%H3vo;^Mx{dwb$(%StdgJm8~!e84Xa&T zS=gUaWYtvGVJVKhzQ1PiB(opnsUFl9+}F*ENhCFijU z{f~b`&b6*4DcFxn;~BgdAz$bL1AW9)=LkK1bS>8in}D9He$Q7mqtK zvSfz)tv7DBsJYCWB}v)AyR5cj5^i^dCQ>#H6HV!o@-Z}K?ENU&N6Qu02p3qV6-zru zpQY51r+JOnrH(qX7x@e+QEnUUnjf2a3#fS8PQm-WihjXtEUhJ0bI9~Uqv-l zQZ-H`OL9FwM480kQZer;&<9@e~>- z5ct17{yBWtsK0cNxnXv@H%rR++g4FNpVkl9526rZx5>Vt-iax7t3SKN-!O&w*Rlm$ zM=kOzaxJnenv9|CKYnb}QPzYbdj9;$W>!6dk zmUEL|HAGk_EWNZVQbGn0qx7~MY zy54MnNaH`O2J#`5u)jX-9W!UMhvjycwPc1R2c-PBbEPJYtjOqF(!eyi?*G9WX!(sm z=+;?$9~m9r>VD8);I@jZR%fR!m32|O*DbsAM_Z;hC{GosOd5n7c$~*4hQ;E=%M@dw zO28Xt?f7+xiAw8ir}Fs>CDmnE>jp6ye1M?{b987M7);eDemW2fr)gp|j#l&X{meO? zjDvd2I^B@UA7fa%%A!AmGg$jk_Hs2%pzpyf**P$kqkssVTxhthBxZ7sy(oG?8?E8N zO0UR5jB0uOPgkN?{=XPSQ9)HtnDF-fdiB0j86xbBk>DrZVRe!S_P4GVO+rx223BC#MA^C^y4zv+I zDp+e6{A53t?F?KN0(jp4qFM(OKA6ubK-`gFKYjC%Tz-x9#hV-hd!{!V;f|aCwsC@0 z>~Z$vXSdZY2xPhf4O+EP>T9)4Ni=sCll{A$tZG6SD&82$pqzLhZ=|z1Xu?JJ*x=rO zv4|B(Q24A!{#gJ2VygTHvK$^YUHFXKqS%H*4)IR5GE{oh|)BMWxgv}r%t|6pbJ!OGs_>y$sm`0wr-#?#v~ z@BSS59bF#&-~AB4+o1nIJV}_x+S{Fo3aLy`2nDmpulF(zZ?| zz~|ioL}&tmp|#m;y{pw}-KTBV)Qgc^HRI#sMFY;=|-PmmdaB zAf4>i0|$`B<3Ld@3XcJ-=4c?blLsG~1%O##9%tvp_w}v3Yh|2=f2^*~XNHrMOM~K0 zY&%!8C|ez`+Y`ZGprw8aX8%1PFNqCDROjzLt!d}TuZ(KvVo9_)_dm8y{MrOx|4^@N;yGBqdN59HFSe3kigo-E z&*~2W9kk z7{v5hSy|N%%|UKZEQqT$Bl-r27IL7_RKFso6<}oWJW|~d(qrb>7iKJKGzur3i>DF? z=5Q7(f1;XgfvCIOd3Tmq>sCVU>x*&tGt|z2-}o!WPo1(>x|Bgz9j~Qlujqew0X1{) zt^3?UYXFR%9|oOchAwqbG`li>xIuFywv=c7;bNjRslwzs|9lXfJL)jiicSPzl=m&8 zKoZ>(N<)t_)mQDBd>P!hEHA$aLSzA%JuXfeQnts&#wJhL)dBqQ6}uu1Z?lW1;OBO) zMF4&M);}fjw-z>}Si(Sh6`wg}p2ikKuRGPytAa%+#)c{qK>HB)lP&!3DgA-8HT`yc z2a!ZST;xDHH(3H~-ItK_Hn%5Nln*F`hi?F^b6#n`D{ajZQR<^DcZTot811^wrca!Waej z9|{1cPz~|G04lFHFQ!~(ouXK)OWm@qWMaX{cwN@$+xmF)t}AgN*ZJE<#dYG=gJe0~ z7pR6O(ML&_iCO!-AH7;HsuVis5C^NKo;_oq=qdG_uRPi(I8yu0L9#_(9Swzz8+n?x zJ}e+{OhpW^V55L@TsI&S6-Y#dol=_9{|V<+YGlw;Yp`2C7F@rG;%)LMDP%Ql9QC_p z3_yZ4#Ax@!_ki^%Us8lqmlg6H_$8~)DI;-17g^cZP=NC~nARSV=g6@w%$V2M+>IF; z5^IEx_jIjDw}Kav`S@#CBolH@k@>q*6n@Y`xbrLnl3yg+AA=XtWUJfS&#mk->$;j9 z_EUvS>fr{xUYpCB=+vp)lnZifh05XvtB?nd0WQ6pY_wWk2ewKN(9ngePm{vMn zWn5Gtmh7za?)@zLUVY>s2*47|xgKuguRSh0fwy!ShqFCn!OfzItonNWJz9!HzbLQI zFjMN$@M+lLamuln^V8^mo$Q@ROHmfji{Vs0q%svj^CdlnI3kg*>bATk=B^`iBo67imzk>ll4CGJ2gQ^cC@FqEUIWvqDaM=c;A8#!>NR&sG^b zkEr#WGKk>!6&vYrqKOGz;k}nGstjPvtGn%^bpQJv5SEzA8>p+3p3~w;pH(YG%}3#A z<*CfKq7)(*vDjor7Pr6vL|MUqw!vNA$|@hmMUwTqO7Tu%-aIE7gQ^bt;_9P8z9t=4 z0@uBk0Q^~?Iir4XJ&gm}GFLn#*O1ipesM?#BQ{|Ra7ubW@da1=jy)#u99nKM3iQa- z=N-snvtK~R7T93hVEKW)AUL1tkC?|j4Jf@IAlb(jbRb3T!Yw8CY~dPE4cKVrOjW$@ z39dUq&uRkN2_Q!P@t7l?9piMkXPH|PDgs_-3qd9#XXa*BA#;duEkMkaK+L(J2(FRO4xUkx+pUMSTKmp_=B-iL+9?j*eWcsc+Z8kH8f;KYCM+qQCU^k{LOQnL|B+Ld;3 zzuF^nGC9X;IKoY#L;IL1Q7>$q{7d!wNp{|*02&V8<|$|#&&r0`Y)CjZl}wyi^IiKWdXXn**~5Qo!?*QO72heF zX)&jF7aFK{7?EcFo=Ia}bMo2{7Cw~FHU2Rs2l+3;}ic!v` za68q5jy^k$zq#uZe^&FZSjDF@e|o^T`3oBJ^!cu39LL0CUu-0_3*=cnc}Hw>`A|`O z?TagKq}~D^DpA|#y)gYm_$4cGBUiddz#{o!cd1KPeR#5pp~E?yx5!JT@1(F^Uq_>e zleD=zu;mIXyVs8k8t29EmV#3>uHM)?+)$3A_UiP{fOmgkSOr}-Sx?RA|o{=y~HuP9~3G)@n!0bT7Xf?yv zGGkeRuh#~ElZK-LftC_z#qxAx^34Ud-shq``{J)}+bYizgU;BU%PC%VfX&79MkQmT zLIp1$gKXakyS_7E6RjR04m4}jW{choLw*?=_?Wdh`NliooJA{*#W9%qVcaildp1~z zW%I2X@Fw5*{gRo4*gaKHSTtu<*XOL;Dvy!oo16sRqcI;hsF)e@gThntid-h}Gtv%T zdL*BqpWAHsu+leZb*+h)&7*t9BNNSphpwz{22)vTF6HZ~9x=GcIj~jzo+ZfvnvAPR z96p0Fp5`h;PYDF{ugUNne|Fjx1`V91^Pg~+76H%3JVqoboPb2*@6inaAs$_-C%c(X zalUwWs=8SOmpyIBbM$z%9z;f#CSgW1a9O{&&cWYa@iUk2_|5R(Q5&)^CsjjCRd(uv zGWYvbxShd7DKkVYZ{d?X^Yg{5O}aVnhn+f*ZbLAV&~SjCO~l!SlsRUg)_!tP7sJ|+ zV>t~z5m0gZToIcK%s$NUBrZFz8CXVt18U{ez+~$0#EBH&F>C)N=Ygf3t*uDwUIj;W zp3~BD8(jP)z0Ji7XM@as=v20%C-B7Bof^SxhxVVou=Db}c#(Y5%-7Ui!T+x5Q?Lu4 znO=#_R85YRFqe13R9QDobh{UU3cFC7vk#{}*5~hM5pG;o$Vtzoefb!)=(<}lmq zM_GCtZLihs_mRkoO`W_~Hyja=rIZAM$o2ePSIrNF^{{Z2A3m)sb==ziHQK+3Hk_jk zslk7)=+!cp<7sr4AWN?|kubGM0JU=H^2d)SQCtNZvf|u|ny64*G%l3(&1&ntc^a=D^@)b!6_S+S2^&{yy-nOh9gmJa zCY5UZcMT&)LgM2)bRYSy`wORaV7?xvZFbf7C3mN2xs7qfy1RZQK37bfr{;>aMLubw zx@x9eIf7W%|IX7>oN}7s@kgEZFsH^0c%4+dmn39M*c%KwXeOKhO3a1#rc97kFk`-| zmBRNH!Z&9zYwdc9vkdGTIz;?LjEGgb|4us&Wbe0N9|Rr6vFn;_py3dXaCm5#I54au z@ZB|Aka#$!d7{&=`d5AFTgq zewnZ%O?Vz{D_grJaZ1qIF8pjD#^xM6QjyF>pIbbWZ^Udp0qp&zR-|?4V78*CM9hzy z>YBdu?X^*x7$vX^&XAF#Yujj$krclGabd|`M4V&4i5D@Y%q9N@N3fR&)A^_O<#*IW zJqMjKCsn82$UBsW!-nnFp4W&4#_FZG6_`_<%$n)h!Y<|Xer0SJrhKw}-sp-N>e1PC z_l4F9H7-bzx~o`U?&p|>8m1hK^0sb-LeD#)cCUpC7$Vf^;oFq!fhfvT=<8mNe?4l$ zyqO2adL_-o1m}6DGYUu!0`X*r(CA`CF|ww-8?=3JwosHGE1~i5*PNgrGDxiE%jLCwY51iwy&dcylkkl^!T2l|+ct{?qS z^c=jJJfh*d(rC;(`0XM`A5Du(9-rsM0rae)xGSw`zgqQaR}e;D=Z_6cdgYfo9-R6R zH!_!zV0peMqFSKP?)h{Du2={4Mz^EOyUiX%D^Op&PVz`XGFdSc<)2xbO~TTlGVHnK zgx)rtKtYl36`&rV{RkrxnZ&wx#{}3r7N}t7LB-9I4W~}hW$16a%*Zn)k!S}(^8{Re z)tiKhE=e@CUa2%_FKNxO{8xPKgmyn8=^$&JaHA^p{{3G6-*Tpmu)lldOR_4Qys<{y zn60usxC|bVJl}%yYd&4<@IJ#cG5V8wX^^v83dfj0+{Jq%W!@o=BP2p%P<)iFmKvID z=y}&erGK8tyc+o-x%i-ko3*L*k>pIP|BZ#%;RDAV%}O8Qn2zqpNCK|cd5#;Yv(WFs z2vs&itzvzvQZ?;t0h7S1jM$xgNKtI|gV&^v{9N24em zr1C?9^`2@5-b$pYpSTsDs_~~pL-hAx5tO`D{ytHY1DbHC7%#LQ&)9?kb@yhrZ~O&) zxH0NpwdX68Ho4?ZYOPLueZ#V;f#u+WA0uKSjSvD2;*zd z>5IjcP3Ip!5BB8QAnfc-7hm0rI$9}5JQXZ2RdpK1&hnxsgG`!OKoX#=+@+AhZx&)K%FC`-bEEI%2Dit_x-aSt%&6@nz={ZE+8~OLs zGwYOD{IAnP|ANcg?sX-mM^Ip2n9-JQrRBH8A{mdX(r%);CQE(;Wank5qHxH@SiJ+z zJMhlJx7CJ&3r>MWFIBAJ_EO~lrXlza@G5=|zzzv#jk9?26uuO$x($HOJ=qMW(K6(1 zf?b3?^GdP>1pWG~aJdM-5P6LzifVdLUBg|Bl<*vb6CyfHwAl*+r0L;&y)lblFI9L= zIB^L?N#KXA)8*hvG}g04@^1;hjQ#xKTS!1lLMB#A2Z4Czs%2nCPG0QnW0kFeJ-v8@l9plxvL53X&mnNo9 zop$P2D4P4e2Pr#T06=PZsH*^jM2o34ijc0TR^gY1nT}k|b-x9&>qPM5X)b1>Sgs#7 zj__$v&|9((^-scU54x1^ne{Rt^%TsEFo@qsK~|pauf);SFRoAyyp*Hh-J8fE6nmq3 z9*{v^XfPVf$h3UTbT9o3%hr;Z5x%B!}GCwE$1w0apLE{J~YMCfb<;b+I0 zY$|fHHp%5$w<*Uyxlmh;)h+SC-uoCYJ_(^fGxH@h$lH(FVLEzX&%gCF*<}H#b`H?A(1&XqsYGz*N64fglK=XCDnGl+kw__Y1jbiLSi{vOWh9Ajm*0!sm1 z$4_n5D~*1E>p-#SO;ep3b2a7Y$hn-i-NVx6Ojyj(b=4~Po6Y#+4tFTwfu2sXRO=kiX8Vte4%kG$@mAG7f{ zokk(9Qx(N*Hpmb1cj3mnb%`;0R9TFWd7BJ{9^1%^Tn!1G~N{hbNE@+QmQh=|P;9`i?ZJnq|AYM2z{nq2Bp4m2{P% z^K_bH(+SO}9oD`>kZf#_uH8Qw;nh{d0z=s z9RD23{YB4qR%B(W%EbRd`h)B3&+W9#xIZZdyGQ4q-@Hrq6FIsF3{hGYEqRsJUMr3*wzP^|U`a;9` zVgi+!UwXUi_s-GKAJe71`1Pq&-GJ(-bdF9;Bz@kmmDq0&txN5`EEl>qO$gF%XnpcP z{b{gX*?K&~@{HX)R{!M6%)rEahI#ft{uD_==O7=$#T}-heZP*UCq5G5ScUSZLH8GB zVsRJStr+;ur9E3W*c5m(l>H^GK$y^L*0A!y@S*$NEz)2=f6KU_q$ykaLrL?4BVD8( zihE6oNASjZ3Z8%J(qAVaaj8D7E}7gaiK*iy*%Hx+#paYOsk#lZZ3tP+EuTE0p%x#L z1r>?9a&(M%L8`wjRu$9TH)EGxP5=W>xk1=i`Y!rshtO0%{m;O{QQC$GW=H>^;oH4sFBK{polu> zBReoiTd)A-)sSXl+rglB<%~-fELvz1F3*9f$e-7^c3o}A}!TEZ~L1c$Ff?L zrIAMe)p?akI=N!JT2eD>m~rtUc3{O)xN!n5pUk_|8H}`3pHx-xRN`rZEvwtKPL_0* z3A#<$X@C~vd4Y(HOM7s180>ebJm-c)ipXP5GPi;ezx(%*ui0JtUZGQ4Ogr}mR~p$Y z!Hp{D#BF-}z8m~@M*I5g_vcJ;916ymhcRLHC?elNqsX5gOb6eZ@^0G=Z|+GUikZg@ zLI#Y#F6)K2^BnguZn}j#Q=YX71lDkVZ~E93Hcae_g1))*K6uxqUoA3wsDSM2eLPpJ zN|Ba#5o_n5{sZS0jjTvQqa;`Hnn%&m5f(2XvFPHI{5M|NG=8B!8p2NGwrt)m;4mgZ zlP1FAyJ{vRU_#IzKkg2aXp5-F#9AH{l~4cGhV>#Q-Njf{J0)?MzknS&qb?FU%ZpeJ{`#V-ixAd!cta(#|i=G zKJ87P3oY!75PGi$emU`ZyfE?Mi~GEs-WGhlkJ;a4LFH%RnOYOJC}tPwQFldREqB`k zxaM@5n3IaPiThgWE?qPb zuQ%Axe%uw-+a>klF*Bw8r6r2D5p;Dx&V1*RRBAs++V@RfZd%p~aZJf+-XW99R*NV& z(4e?TG8l1wsi+vX&x;eP%x)5-uhPHxZV(DFVoS{lHPvtj{dU1x+hy1kHPzS$pG~FV z6I#Se^bq(m-CVuMe6c6c!1CBm3+!@4%i4*N;2Xc~yolugF?WdocQ76H2E?rOkGVvQ zT#b+R@5?NHI)G}dCOP~h#EqK7DP$?%n>fQev;MqzxIl{k5RI~m>W+ktaR#R~_c{SK ztyifVlCm`j8_(9Q!Cx~mfmh49arSc7dW$q*G~sL=Nnl4iW$jUvF6B>?z&Iq)`}3DX zP~hq`X7Q-zy*!=GT{RmSJw=2yfqtQE;hOm+xg7VWc!`_z^FkmdRZ~e~6gjR2sOuXxe5CbzR z#Zow3n5jDbgeAi*2pLUn8MNlNH_Q!t;y4txW+MS%RuuuS{xgJiL;iti7VBtKQ}(sSQ@9zL~_tvKUoeb z_zd5k{^X&~&fDbT+z}*zoN6Fx=X=-DaovyNU&!6JnG@FRFFgoT2X(5%lH|}fhpnrn zS6evjfTk0e;>^j%L_q)M?)!zqk6G7T?OakEDq05M(_q3BE4U?8AdctGw`MSYW35A^RbnC1K zqQ5o7o8I{t-CqK&jT~fZ8fU|fKBFocExM zkpNBl!D3iBlZJ1Se9-KLsUsRTsu)RB?-Y>XOpK9y@VeF$!e<%%HudPK!R|tWld#&X z3k;iSK0=77Xiqh*n0e45a}JG92Zp=VN+zOu6;;gD9dxp7eBA(T(AKxVLql1vNw2!T z*r@1rkJvxn`6$t{x8Rq31mPD`^6`+xRGnxPHZq|ZlpqmtLf&h zkQAsT5sDfN1j>--qn`Dg zN=~2o&6cj8+6oWV^P>KDQ4{<0gU7Io93AvheCmRhze)AHG?ptQ;<6EpY=`Z}_Z)K> zPDMVTOHeg|^RiNaYwYSYC#9RW`T{cijM-a^H0#hoAVQda;Q>u+9e>O>9dAM|sWq-L zDrxd0`0X6^yvLt!?fPzWeK6;1i3b_GogNh3qPsS1sfM*)#_(hFKSjE?UT2BthQF+q zrbrJv@-Ejfd7iQ_`cOU>fBZ=N2N3WpL-|pSc2mR?D`W6fe_{6#2A9(sAh!E89&!oUNh}T?QZll* z{23+pUmHWEQVeNaT1AW<8{RvsJ3e@@-{;2j{unRCnVx+ywSOg`KV!s0iHYsS*iFh; zX8q{Jf*r83d9PwfT6&sS-s$Z#s@y!@;D+tcCaH$+{^+F-dUh_Wm~ncLPy6*kjFT61 zxT=S1S>`;=z}S%FDZ-&ytO6o#6d8<4KOhiV>_F!db{T9VMiFJx7MWPzIJc0gfs}O5>rgyQR2ST(2sE{cUCUo>Wq81csQ_C^R(3 zI+?h>)F?_f_O1&(&r7jW!c?ehJCs57eDuo5yu$0{*+LwEFL+_EQt#Ld+IL7-6q6wN8i-$G`y+$C)W;dYiEE>Ebb7o{1{(T60t%;`oIW`2#U{X z8Dq2A(1|NPLi&@93Ui-(>FLP5z0Q#NQkZzb4a;2KC$ee->HUgrehsnY$7Da6rSJ*! zD*LRd!uj?=#S8z@30h(lMRlsvs`!>j!A*zND&JD_A5u|CzL6I?ElZ}KCo8QwCA;|E z9c`bbb>0l?AObWu=7XGR6l5S1ixzr~Z~$CJu+Aa270*HAiIhrpjt>f~iGUq$di~j* zK52NBTDAQ*<92+?JCm0Qt?6hP$eFeo4vU&|7cUV1GF9U9`QM%*O1sATG59eWX@B4T z?MZSyBzJ-)&t<{1Tr)OeJHe2Ox+!0lJ;t|#dPRHshfZlT(Y6Z9`e{638&Y7XE|?h( zhFH+Lk)sTNLRh$eMV3JSTKwznVP$|HNbe6`g3=B?SBlDA2Yqj+;{YLIwdKew#WZTk z$Z-^N>MG-Ny9dpR)t-9m_!8gv7h!sq)Vxg2RvE!1I_g7m+xTMm67EnL3;$1Lw{}O% z=d-(LE<3G%OjLg4tKlDhQyD4f5*4A56>E=pbldPg+iAg|X1B+Ds0>^qZ4c-p6WUrm z@@gOQ{ldI?W`{=EVgSTZ*O5@KrK9N5jevVZjZGiJX&37*1HgcJ%X5e*0xEL)+-sHZ z5U6is{-gneZ7Y%pjypblO0v`Qmh}PnN-#Zo3@Tour=u~~7&Z=`Ks=PxGxYbe>2F1_ z?c#g@*0SbaQuE`_Dsd(qWI}p0Z&;gD*WX7O(wtY^!xacJwuyevbgua5U9}DDOhOKa zpWY>%=#i$HWKR^9L{COxO554QGA4scf=eeWSCP(<8WRegUapF`L_}h&Zz4SH6(QSS z#zeo?=wdF3b(c19m!2l3ZLY9KFeYBL`b|bb8-hY%F=L@zjh0M0erGkqf#eusH@8B4 zgkOc%53`1l4gT^UiQZT?y^0JG1-aB*dR;ju(TO8X0^777nLc<_bTBE^&f}Yt7F8I_ z(N&Ilka?-1XsR2>SIGCHZ0wS3)q5W&pI5D4Mn+^^g7fmG?2Zrs0CH{tXPsJ!a<{hU z>%{dUQHbyl@vqz9jpImDJ>sNG&%PYPik=FnS9G&rv|Fr`aCHk7Ok+PSl>GWf?-Tb>8l{gFW*D>>2*uC;dy^7STTdYSB@hcPV#omS#bM zJJ`els@0AE%Lw+<9aD2e zvdxA8-$hfN8!B#aMFh`O@9Js@Z*e``nzV~)H=ZwmL{MoQZd-?XSN?0#3J^;$a~AUD8qJr7wHCRK|<-05Trp`KvKFx zN$HNEL%Kt1=2T;Aa>)J68|%NiN z&yF!Bn;F#98E(5*&wIFSQ^oJv)|>8))R&#lE=KH&fU9*p%lE_2`WbtvA!JtTi@}5f zDBb@7p)#qu>pe!)$c7}Jc1y$$X%yFY_&WWwv+dnwaSfQq;Ql0r#;C62&BY)4uxs;aAj zf3{c_QQ!BesByY;HX)WoD*zGs=M{7?)MtK5O)JGzgHwMdEys;Roc}ANTox=_| zp8b5^Wuj4cIQ++)C__$d)*q3D6;2|qMY+Gc0&^FHySr=hw4<}XZqOPqTd zRwh*QfBi9CGC*;4J42*Inw4W;`Jj+fOST34#= zf`2mn(qwVx=7s_;>Nkad{_9l(C{=yHP}S+~bYSFS&Il~42I7_;n!EY}C^3iNcCpIB zr@?oJ05Rnw39hr^-(}wo=*X5&7G6d$KZYF4RfB~AejMB#?xW&-hFz;1mFJ(Qu)A$B z`$;mulCgSz&%VQ=Aw*lxAyDt&;r_s8KrcUt61F4dRu-MH$uyw05H z(OSb{xuSwZju8MmFnShp$of3Q+J2RPj5y5-WcAAPjD6YfZorSnmV6kW;OQV5asrh_ z!bTVfqw{w8co^_=`n)g-fYj1>n?tdmy;K&vci9Vb=>UX;Ty4eEzO+I^}4o9M5cCKC0-zm~$yV(Z|x zyW`m+6ye;T=Q+D$rT+FI&@7@)Ao47t`$=4rl90$dI@Y=zEeY5Nh+fW{6@qRr18GZ^ zR3$b9qdGu6OkbzJr&cV~YpwilQk*?lPL1%Ln&14iQ5(%@Zn)emcVyJYLwsCy$~c@B zVOMG+;^}+n1sne~axr<;{13F=S%l1$S4bh4AeH5hUB902j`q@=qy<=-+5)qMXZY5Pl*iy zO!QB{f3VJOSx~3l%XL;|6`*yFW-l9C`3*A{zf)CJwbXUo+vV$oDdykZfgfRDm2A0{ zC|aX`QVf+Q_)t`z`-%%g*@dZBX$?Ua8UjFy4FPzdNr2Gz55>puk=FodJOBJ1p!g9D zQP>iQP0!Ip^m2TW?Fa+AOv)9Bm6n&kjwD`&0^YFUTPqR7(W|k`ryfdw`z&+d%Sa0V zwbRFt)*+&vz|R&U3Ii}v(SLmG2b6R+?p79C6j*GmKe^1kayl$|Dq|w(KJw;k{ikxz zqKXog93qg(vJ9+w&p&E^MX}0pL-BBRPPNP~^;?$Fb8?5_WbX6PPQKV_^~2;1HNWx? z+TIc{&yptHEitbQGihB$!m2i{o7nH~nn3)rZdD*YrMg+i#isp_N#Khx>yO9K;!$VH zFe9eIfv6P8+i&ld1F~k@$hgP@04ptYBChLrU0g)AZz&%%f2X(r?!{^V(+7OJv|X2# z^m(%VMy0Iiar&D*&9>hfvm{F_m)3jqCm;LJFjzqd!F z1jxL&&E)>cTm%E#ag#%ieK)C{cYVRV)}H}CNGL$v9RfN-QRSt;6NAm`3f>bf{uC@f z0&HGsm$K>9NwwW|V*y@nnaqH0m{2?QV6}5~aNFXm8zedA<+!6`h_JsAe!v_6cN{yU zTfRUkoU3oh!gi>T9C;q1R+`^dv24Uxd}&$Ju(Zh}xVqZDD17tnf?`U06o5{P$SXh; zXhVljW4P6cbNI$Rh1gd{qcaM>nR$Bso5`n-Vrg(F{=3O5o6Qf_S#aBR%56G4H+8+= z2M6*M{|m_1Q8kOf`Y$41710we*SHDcLm8CQsi<*YPtS{8GgfN|wtA zeB)%PoIGu3$AkrH*qQ&yfIZOjvrs8BNbS2->WUI2R_rcaSW|&s70KleU6_q^ft|Ys zi=imkXX`bXi?Gakj0f0B`wc3vdu7z2pYlq?IwZ=+xb7JUZRtY?ur&Y$*zULHc=rRq ze!V3F1t737g)gvG7AY=WgC-x1>cA`?gZPF9x#R(r74O%1N!JUx6Sue;3Z!Z)!n8h$9_DdPR>O~ zR!lK=J|>!4k0+W+T|~(A^!=acGrUmdngG*cBJEj|D9zTLyvUEhiU~L1tc_DA*k4(! zvXW>2^|gf((_?v6>#+8B(8pImw4f z;XK0v3~B;^?Y-wGz2qdcgV_Y{QTLnHIu?V6&?k4w9Tm!LA_YcL~a69u>w?pe; zTr=hc(tfR|r*=KpzrNWUnN@~6UB-O3+_ogO9t*#FF6=Q;^H#|HtXCVCZ_!r8vdr-xWkC=-$?{KK@?*WsgX@l@-Yq( z^|cG+CN?pG4Qr`&H;3x6Ff9*R;r^QiAf3acA-J9C{09I5*2z(rq^$)Iqq4ETeOKQ~ z9;0%PVO8=k@*mF~cv$%S!~M;$1uD)vF0!ST#3i>$ZRh*{M*cH0e>Ha`w8t_BG8*Tj z4fnM*1BrBp)HjGyQ=Wx^^l5o7bkW<$$xOItlOKMI%~SVaY+s z;>^D&fQkE`^1T#_Ux<7f8Br+oweOXpBU8^5)yDN{lf7(%h&?U0GWYr+rAKCUixauo zvAryYLwGHpHtMYW<6+M4KJ|QWM!`Nq&hvn43li{vU`w3%D=jTF83R4VAg%fFSFG>H zs#=F9pm?RdmnQ%hpEp9v9qfMs*ldY5h`oKTS2q-9+ZoE^cUceSU692dp4go#UW`bJ zuvk>~;=*I)%XnC6T2;ibb~H`2v!SraGY)@k_j|1vQncH1FSI~~9zmkvzc5?Q;j@lq zekU!KH>||w(bEjfFhkYTib!3fJ}7r%VZKy}b1kIy^>7!bM*Oq`-z~}>0OJ5mtKN=P z6>XO8)+2zNF{$7j)ypB@5l+ZhG^|G0?H%8W1h;*HBq+T4r8nj@8g_*~tq}E^%sr4O zr^WYC(&VjY<);uwJb8(z5D!LQpqf>Kpzt-6eU{AWcjZ9t5vtATQoyj)SQO~V@o+gi zTanG=zsvg*v_XQY!+eGXZmemFtPU%OtI>oD)> zc)ULzah)@;C};u9n;<}15v^)x%*)57fM4CwVF+;IQ)CFtOwkCv9Q54bTjfI~_Mm+| zc+Q;G>@XIVJeT&|A40}}Z`Ztz`ufG`^0BYh!{O=!do*KGH9R4&MQ+(G%7}s@$%ms+ zd361_z5Lc`%RuEa=?pX&5n=U;DtD#?>RMjCd*{C`z`U$?%T|x$5qQX*5pML*j3JAm zgE757Mx^X+vT{OV_i0pm^G*$8*%{f>%wSf z4#K@Rp9)lck91meaM>0=YIhCS8&v;{o+ti)0}M{)#Mz#|ed})v!tfAgC%bi)Fd>pj z(+<<EcAvb-o^#5M+6k#)RC$-WB&I3G7fD#=nC$@zdnDzsT*w{VK(!pKCEz*j-;cioK$hqY#E4)cpq*2MV={R?`g+`@o@-n6UOXQS5piRSw#-P>C;kohZ<&SOV4L-OcwE1<4}pkEWyu7J9wF&-Vn+XsK;K&YH+o24 z=iNwW+I@$^L%Gqt{2Tj~ieGAQa$n))K`THDr-aOy_OK~7 zD!^dfhCEWg`f&Npys)WtyN|_>o{1_hRM*Ft-~_<>&MZd9qA_y4T1=&4SOniIz8{0V0(imGBBM(rVM~^n3Afoa8Z17nX+ym zIFe^8^l|-?(&{RqjfsgV>82I6t>4foOjZ7s$DcQh6|-I(W$*u3P0h;9{eC1=f3x=4 z@orUq1{E#wMly!A`Px9{zwr%`?VCF*^=nXztr{%)%=7Q0)*kxyv;N>IggsfF+L+h> zQORK)<$%o!g#E^#*v9Loa>`9jA#x z{5Mb60eiSWF6k@T5T{all{c%j(|c3*4|{!drB`Act2s7IoT|z*(!xX;Dhr+%@_P75 zAvIny_W_86N9xO(Uv8c+@G-rEm7Y5M5CRcNpGMMBcVN+wenc~BW(YOK|I?HZm4IQ! zoQ-qacj1z2mG``+Wau~p$#JcR^v^@egmb&a%jYm8F*f`@{-PD`oE*)FAh2lfU%%&- zkTLZvnxL<>_KHX}k?ndOBxtnxjC*j9`%pAr_YzZ}4<~otAKGs%-42J4S z%oeJobQu_ki;M523@2eaC~*!I7m(m;8&n1pZwc;}o5bPSx!&)u?lL;sF{x@Brhw)^6*8~l$TFG|HKk(di|@+=MsAE-C;h^ z(Xf_2%);z=iDRoIAvDnxXCp9S&IPMV9DC;nY>%1OO;z7-h$dwmU88?cBlQ(eF(g-x zh09+f1^dTj)jKZ%-9Fr1(}qpcSQXC(UwfOUFmvNP5f~TM)$Sg5vodFH7A&Use=UL5 zP<{h;v672clAW_08Z|1gKS-ZkuIWQTTQ%jqW=bA@WZ!~lEF-y zG;qSG)L?Jt=XTj7LGPj<&J|?Us@2CDZI!DX^{+WJ>ZIf3MUZfIs-=QsErPwspjJ03K7l!R!BEly6BWS)0%%61@Hk*7^ZEOeeXCA)!a)pJ?N}H=(&SF+#FYnz zye|DoP;!ZBsDsG(98}}C=U+DT0}f~>uFJV^t$bg8@b{L)XP8{_Ms4XnQ4%(Gt!H^l z%C7q-CfzMY4v}y7N0`!@F&@`}QHaBP@~$2v`3Ybb0hlp1LsSfhJM;2-GG9{L1!7gD z$WvTWBTB{xx$_j9-FP?@hg}No~>v6$kHa({Qc`4xwTVwut_!aU~gJ`@gA+ z8pv?!;zHxC;UO z%wn|nTZ^V}qvWGjy(gaxL=n+9?HQw9T3bi^mhAA1Ds|&B(d6#+?lF8i;Ub2y8Fkp4 zjNxl?fpC?sR;~VwFjGnZ7TREgJpzcqsZLf9l9YtKjznm>AH zRVLz|S0h*?O4dfZ?$jo}!y`G(D-PO7oAn>xDa_tTTb#`CjD5kp*fH{ zC~StETrw|gTXv#8IP`|MON-BQV0#nyqP(p5W#qL>Pgv!r3jMU8e3PuV^kDd@K_C=D zYu8$7m5I^Y=e86P30Cy{Jb#aW z>&KGl&L+;kfV+^{$}`&xbNY-6%bAE-KxzPr*HX}%O;Z$QF2GEZxYHfahXTed__PRQ zmU*6z1Qg(0um0Nj3216jh+sZkXo1tFv7n z`C~(wOaru7mNk}zL_TYD%e17wyv9n?QZOLNo^w^ig^a~-ys7sNlWo|Se$===(Rr>Nl zKjvPN;*ze<^`8L8{D?qP*_L$09z*v|pahZh1A3%JuL;BrSb9*JsJrQ(Gn_5kVuQYb z734d&+f9I$*=upo&H3pH!FxM%d5bL9luWO^(yi^epPO5~%d)Tw8$$uG*B)~{n4;&t zCMto$PVAY6o#TzSy_@tr1}gS{j~=YGg=aNCK&Tu-s~;$O;pO6+b1OGbmD+X+i+^|`yJ() z3GRbAB8cb>|2eJpyLE#c|GSr;*SZ2qD{?+h__cOgsPWM%0pWli?~(Cev!egQ9s=y2 z{HDsx35psSZ@ZB22D98(n7=K%Wwbrq?AHN&NV8`GfYagY7Y@MCnjF2xf6sqNIQv@ga zZ+|)e{**cdJi|CHd=_P#fM|E7OD+Q2J&RggylOh;v9nbcEs~INJ2b63Jx|Y1X%Zvz z%WL3xm0+uZ_DLRWxK-?F@Lw!PSxUeIO)f%yxUj+|sOKW>MX`dFXNcJgecDKH>!NUn z+sfvo`>4zAtbG)=*cEE2`we2zOi zoI7m2%imVq^3A<(pp?H+_7eS&XY}hDnRr+IP|y?zNuQvz0oo!(zH7w1N;|QVhi$Bf(%F_w&eF!W znMDqI(ni@ek2+T+E8zVdQ+lf%V6`-G-W2)=!E2fq%Lw@0Q%Ns8 zk@L9Mrdzb0XsrXu?n5H^+wQBNZyAL+K|??vN;27ALFcR6$f<0X4?b7FD9%_VKst58hC=(&R(vNX znd{CR18$46>~(IJtSF4N=Fo#ou10ym!v%%b=mpVUzl+gBe%3Qy=ahHb%Qo1(%}wUB zroYd33EJ89oV~-VU@o;TWYe!n?JX?c8$3Md@3y)>`eYWlH~=o|gEc0-$gI^3xV`w{ z0icQN)6FbLJQ?MzHUE7$lef!K72QPRCx`DT7GLQG(ES*#e@j7JP;f~@CblPBNhNnk z4)6hIUTEs=Mz9`WT>?#P(vKBNi%JZTjKcP-+F?u!h1RiJ@M$f!P}8Lz$(_%G32bZi zTM8=~@wzG z6>EPm8+f%};F{5Cdi9Q70uB;uZF1LD%~KnxbVguN&|X`4SE1-1WD{4gJ%Zv!s*Gr# zfh2YLT5T(Az}4U@MO5O2ClJ^jXIaPmu6CXGm)ecwF53&6BU{AUv?NK-$E>fzz7e|)#q4{aU1D5akjH?KEaArn zw)287)yuBA6-J_Be%Y5f23JoK&hQxaQ$}$? zE|1kKFSERD-N!Buj;*naa^syz7thIG*tXioc0zj>$|>`*u?+1OA62Yo9KV+fV1ZL8 z7rr!nUdR3_+IdNPBapw$Df&uzGG=$Vu|QIEV$bNCbnq0SCY zHW_E=lcHQErPzi;a?O_)N6U-PVpG`lH0_Baekqy%S|QETCfO|-i#1(KbrmxMELeTh z?KSm{^~F8y25(BZU-|$hWlP8vfMj^J^SM{lkUrdkD5KzM(>KqQ>kv$p@kpKFtDXE< z!MXCZX2(8at?3VS=>rsJ-pFlf!1ObE&8*EZPx=*V#-4z4< zQHJmL>5E~ta$1r($b)aX9$cvh_EZCdP8uo<1o_6liS{dV>U?ui%GR3i&g7#`>NBv` zEY{SrUG3yydsU@T30N~{%t%ymRcyIgR`gz772rCW2dsSW!S4kjjTKKxOw z9t<+6eJK*PhDciFP#a4P@H-D`di5KC7M=i`m+G*Qr38xMD2rbh_Op#BFh1=lzJ89! zr1mPUalwGKNyT0)ZH0NiZ)OggW4Hq0mGQ|Bc_aKND~GSxf#r)#=|b+ex4P51R5SlzKOfOBP>9M!8nbYZC$zhl^GWt4rE&_W&q?Ftx-xmtDJ;8rDaKOD{DTME3SIo;IqLdBq6v24~pfgO;e^39Ye1OA~^g$U(O z^0>vw5&kg5AxG)Vo00Y_KkuDky`+BxhD?*l1sqjh<~#ALf_kwB`V?Cnod@JiDlWky z-flsdtyWVE->xh)G?JaIu%6w4OexgK7-ar7$@fQ3B6@Q4L|5(lEB{}r5d8n4_W8#( zsq<20lY&Jd=8yE>f9GExV|t3n$T4R zf-@=Wk2-O{MgO;k@c&7{|Jy5&4@SVrp-0Rf`d>gZMS%Bj9?LB7pFg7V64?@g{prd3 z{{?380LWQ*yx$MS|2-D}@_qscUc5!J4EMLF`_FY^A7g>{|JzJH=0ATV3H=HATLom{ z#Qy~V(;ImIV^klU{?hmQdt^%GNC6?E`*Q6o+kYO;ziEN@f0>r>x7N#FLzxDVUIGXi zf+yo2|1x;~f08f%^-2e+fcIZNko5dNf8_taM@9%0F<&+|rPgfVh-~#=1F6DKHgvLFYW)XFMjU$<0-fI<>#+FR%(^E z2H)M1;bsOf8=w=De0$s}=C`7a2e{8M%*@Pi15ypf4WQGHa-;l}yD(+&3mT?jHE}6M zCh`S)(;yn9OWXnAo290z`T~xCWCZ)v&CAVhtWMm_%D2U5!>O4uVhEHwxHp8}NbY`jg3gz!l$21CzI(^{= zxiCP9@(HlOjaRKa^+DD7qo>~jomzMr^UMA@==>K@79n~9#JY^EVV$JZP~^gnL-CZG z*{k+~7mgz=m29UY@(irtX1B_?hq?5s{>7&wk$Wp~CeB@+#aV6yNpr6IvqJ!_aIY(@ z7C%YH=axgS>Afgmzb@z)aq&Q)6}yMtjddZDQ<}P6F`_Vgx0fZ3^CO2VB}n9QUJ}4J z##3`-ytaq|7CD%BU(O!S0JSKbB?`Tpt2W{Q`#|L$+O*LW0dQtjn{gBX&fF2(`kA%g zKU?=taHiMAo^FNPqAedYE35Nr>-E+J28hTKD6JkKfiausioN)PInh=#Wyux#EouNO zF^ebmd-Lp-oJ|`K;`#Bak=NDH;U2~w8uY4uT(rCw(G0Id0dNYj51P&uL_CpTfL|;a zQGI4kz_TsgBimpD{NaoN6jB8#1e~Vpa{y6Och0fS2j(=# zxz=pI+A&%8Y18Ok+kVye;V(~Vm;9T^-#X%Ak_!R?q2r1DBU3^c*3`GOyxzf3Tq{6Z z1;>xhckh}G{+hTUkqk3E`Jq5=m}A`aUICtJ0!ql1Su-RwT$hW--C}T+tBA*>K9p7| zHa|vixc%TBnBiiV8BKW30z&Smb1Ql<9;r_J6zY%yieio%;pwjuH;tSCWvDPZRo(C; z5Le{H=3N;ODfEn@$X7st>LU~yPG%y*Ytv>dr~?6_WRfQls<_E}fv-)paK+=cyg963 zHnw`xfaZ8ZlAv|r$-zw5t|peq>x)yVtp8o}-D8I4L%+5mxs8Z&WF>Vc*T%t!g@7nP zpk4k>!SERsCkNh{qX0;nWCy_HMFbLnMm3?J76k`sYQ^#>nc-!qwb<`L1ooi`yq*1q zni?Jbnz%oO&)!?mslo6!DA(JsR?1&f?G9iFHThN_0iPJ`m=O{r=LpP`Y%_R(%KLL=2XUw=nbds;Z%o)qeTTB{Ci7~+34o?`ODw{&USaJ26fxB9IT|DGwKZSr-Ipn(`Xx-R1Qaaz<{eNU?x7)7x?w{Fz0=~D&kxyj4Uv0N#h0k4(mGf0|QOt=r@fIk=NW-a$Q zAeBl1EW3x+!>C_T3cBD67YAkPbaq~+G0f14*_nx$x7asl4z;#@9IIZBvlL|p0lqM9 z{mN`a{#PRJw|)%2j;idM(D>|id-%UHDCLmfwE{ z2lU(q{#6TmQ zA}qu`aIcwOyt?iNz0eHr$stLSguTFNOB2V#_UHtZI>QV+QIn+c^-6O++ybNrtQ zY9#@n%~+(n_$wN+=YTP~*<;hx6XA;HF8<$@dVHydN&56j`+5C|cwkz}PI*e_=3kTeW93#ushhJ)U4Mx2t>cZjnlR1y5Z|!Ll+{4$_y9 z(qEetq}Exjv&gI9ZTw5Cb_mnLrloGyIeA?06>w~@H8v1%IABwWZonU!8%DJk zg+MO0e?@vC?MpX9`=hqas5H|`Lg6t*onz|KUJhC~!&iDgbzT7xkTZf<;8a3&_U+X? zRa@8&WlBfD!|6okzwoTdbyAURgbH?LL&#*2V5qWW}oRE z{s{M|{p(=pWZdeL62dsS0Vy9H2kZk?>hp{j(LO0Rp*#u0SVutWRhG>VaGSd z4=sbCVo{Z*!Wgip(qwvlWVL+=*0x~@=NdW*3vy%tUK4s8LTWfMkm)Ga+-{ieGxFLx zCrFmcvp`dx>`KOn-vf$0+MI{>%&e0t_)fh4fa)6fTAxQOKgKj_L-DlJ$NblE64p^YOKOH}OIQNG)8oH|PzFZj6aW%YeyAAoUwp z?L=t1;p@r7x6Qx_q?VWVVw zOL@wGa9X1R7Aemot2-ZBUqdYgS>CF{rfz|6WFu2=Yi6xkuhQL{+!US4*oXE4vwxsA zv2#>EMw9v&o?>rNZ0L-X7V29Gru*u5=q$)V5{Yz2fW-;B!_~k#6J-@2mEOY?T=N1s zzWL54lIOLYabf^f9`>i=TIY;!oZmeMM#jeBWw6-~sV?jYh;5`)PNYt`eCztQ#0%x( zVv~*%?Tr1P{l~(C&f*J&7WuOdEXqpQ*5=bNFz;%@q+)(pqliClird&6@9w-V2RnqG znZ4bf8SRVS@Ks|@hw5Q^p-9ahR#wn%=#0XT`nX1Yoqd3^NlDse=#lm(T6}{OiHRX= z{rg+SSAm_lcZ}_+)7$qbyV`s4jRr_!tU9-R3hmQw@26t+S9z55(_~f)E&<49ibZ6{ z@DzbAq<-3{z=E0M3+Xgp*>cT^LL&7$A%)>GYW1&y%~FjvR>J{}lxolNB*^O7J|4y< zX)PRU2p4a+uPG5ezmRlblikd>m0gUs59I-lc1B^_&c^dBbkIpR z+IHvmOi3lQ2*X4esV~~ytODJvnv7!lxTuDw;xJCy=mdzJDDeOn8v%C$Xez_11Qo{+ zeH-bT0b=M8ry3GdzxxK1<3Pud72aA%5yjhk=igpwj4z24`8C4Q0grzT!QHke7~_@i z(&u_+(mR^}(>`6PBg3SXWGodi$;MT)y;pmUr0jry049RRgCvKv1~HmLF~ebxo^Y~viL zI%EMyGgt)0L=QG#Rz8T=7KdWdY3%O=*oghC7K%b(O5{wDU~oa-i8Jy!l}_bx>7vSs zdn_%^hW0rQOyKQ;fDEY$JE#8b?;crt)T{Uy<@s{VdfPQzL|24urpGR(caAsaS$5>U zC%dr$I;%9Hv4mM6*dqQSoc^aervsv$oDYcLwc$BB{r;$Dn^9mvvM8Ux$YPqpUr6Jo zMP!pQ?IEAje4aw&1z(9x&c@P#{)O4ZGhR!FV>aunWCeHOn9VLBPL8CCyU7&NLBhF? zwT{AeWj(_#zL>h7vCR#ES8O+XuXloe9pzTf;JrC;J_XWVt0W&Xts`E7gJFWI9CY7uQ zrv8LAKD=D!2RW`vq}$6K)6W92{C=`mx2kI#+M)NZgMQs&=o`C zuA5zXQ|2R=t04+j*1wk)R`65>u^)zpfQM6)sL44-I7fU{9ObO%>RzE~3UiX6nvwKx zaQ27vp^G2WYa03r?_aT;bYIai1m;wRI-=P*CRf~}ZRkN2Vb)}ql>VpWQHxSfNwnU+ zQXz*W8R>)SQ%H>qL0BC_Tq$84*k&Gr=0GBV;pzm?HG!Y|kqNBH)S{}`2z{KH(-m`x z9{_540{V{chVMH1xIg=6ST9BEeh$4GNE2Z|j7z6NWY5SR95XV-ZZ?$@MlauSh)JeR zv-LN-!+gOrx%2Lh+R&{By+7oJKy%dpM3vilYxIu5v$py}i$>7=9(IK((r?Wg z*XR0Hot%Xgm2_e);KZqrBl$*O7jz+TA}$)l7q!e%&T9Y(;*>M0cq#F_$N#~qIBP2= zDD=%qKrNZz%j%QBVD93F-TRrZUov>kJ^`VP%j&8Tfqy#^cw$OGw-k2!q>ZR7Ln8}B z90g?e@JlOqN{X_#LegLetHorxud6bFToSI4X{Yn5xPtOIp~*F`ZBlVqwi2Mq>~U)S z))e^%VbhozhWpSBCv5gK-@Vfl1G0diI59#UM%!x+w!RYC2@Q*o-0Y9ya(4~yEuV>} z1HY{2&lhW>yJp8j&;oSh3`gjdrf+Z|u`9ch5vc#zhU*mN6E)I;2@!BIM28ESa_8+a z?~H$_PB!5pxyYxXL|u{-G6yE98}j(7iA>hzf5I5wtzG$Gh@NSfJ4%pt(~A@7C(Qa#ID zY3896dyx%=_LjH_+xlwnb4)hv?2nMSRlrit4HKH~72wB&rXB*)I+HoWg#Y$yND zsYWzS5btt<*R%J0yTYaVg_YZKn}~o4N~Fu(a%mp@CL5Ud&f#d%iu!VruicVfFud#Y z@T;B9FK}aLvY2jZ^sAp$P-HA!vJtjPE2wUAT-XYzrrH!mhSiV9mu#>L zfhsDLbJS#QES0itaxc=tm@abfx?(plRxP1}v%z$>yp`aGzt23)OKdQW%Mn=#+AeR_ z>EqAln^>TtOGbK6)Wv3- z)raGGF>jQs8|76n&+{>@sqJl3^Cf-sfz_}A!D>+gb@wHuE30*iwSJ41aNs?kxzyeO z-Uh(49;kHD;yY=ElQyTnNihHGx={c5e?JiQajTO`c_N{#Q~W(>udxs1n)Z2ngg;zWc1r)QLxiLMJZOSBfC;Bg76k3Kp&o*MFX8BGcYyi+^0UWfc>-SU) z3)Bk*k}*2lTZ>=4YE?PK9gF?#$0P~%jzBWUuGmT4% z7iyuVZ_^R7OEFso+wE&a`(p76peEFK?H1bzD6wc+?R!o(BWS)@r_jI=SLN=>38(I; z=FG(&H>M});5aobuEM#1skL`%FYqRFy=s789M4iUK}YnvdSEXi&FuQwITmoNs@na< zrVM4+%xZxfZA7Y{2(#E-v(9siWxUY!1ZjbH)?t&zTmX4(?y{?#9NVW-@0;7oL=CsW zx7&BUc#iQ`qSB!1huhW1pWdT^q(Yy^5M!ktE?=cQ^rqXhB=!$@o(Lfva`oFyP)XvE z?IyXr9{>YPePysLnbv9r1jUEbEnF12+@i7bWZ?BvM)uun>q+OdU=YwY6c`U8BgIK* zq^#Ssv1NSGNgUJwBblzv{mFF{$R2T0wPr6%^4^F`0``(u1Sp4WKYF@teYFq_Z!led zUQZ;R79W61h?DzM*nyAylp2-D*aa)!IE<2{SafcBf?#U})n|(5-`vepe6dkDcT?Hw zVurX-6z_39{Z+Qyq!tX(o!5WQe8o#ya_0%6%!2qnuZ=}<+r+Mw1tJnPw(m|b+LosL zOKbv%MwNsPonjkEu?)d#&9fpr7rcG`fcja_M**x?=~_3LtvJ7&gEd9YpJ5klh7qUE zqoE$+YZ}~8%YVs8qW+RtS^c2`9?>u-6D&k*a%04=t=@CDvo24? z<~ya^Bk9(Qt%`??fP|vM(PZHU)zILXXU3|hl-Z%Zc-Az9o27#ZC~aYiS8LeCc&bkB;wQ}Ss8V(5HK(12CUm2qR- z6l;pmliGae2k&%-1k)hLXkVj7Y|VMC7BY6u0}F37kZXoa<3T8iH~OB*=rrSKjP_{q zkmgfK4;9Qc#=tnjOgO5@#hBR&+UOcNiiYuaUI}SY*|S>HtW)@%!tZjPx%};gd}%7zUg<3Nu&@8QWCY* zjfK+&*i*&~KMqz<_lNy&P`su}FOiW;4#k$q^UaCw8<#A0r^!@2GM-4A3w-Q3$GU1UDs>H(We-#R$G!VC=&oqz=lq%b{4w z=d=q9FvFgwjh(qJy>l45`mugCx7mC}8a+iO33RK93{xZqcn-mZ!WNbGp7Qq#fHKI7hM>xdYG1P3qq{E1W7dt} z4Q7(+U~uI~UP+t}QgzAIkg?#bNB8!fb45QDpzQn}e7s+9Sn0CyR!vw8hl-C1xu;Sr zTDF5yiJ-Ye+5)`?o6uD!Qe2B{?WDJ?xL@MB2BBNgK8}->Fsr8Z3}*!|+YHP!+W$k@ zLKAsYd;GLE6!oc{ao#&2_SLi?RGe`brQM0==)WPHj=G@J_v8`sq{3`BFIRv`&(V1X z(9&KEBWy)HHYJ!u@9;N{>lFR?i*Mhh@(y5d3Joxcs2X-n4IsLr$iPaT>8Q3jP;$hj z@vj$0KJll~xj+{UI|HyD^9Hl6`HpNb)up{=<= zPNV@R<>&!YcV%QkCuxx36lb{6EWCY-iN(y}2n;0KE1*a|Qw0=Bv>u|IoZ?79AG_T~ z)sB*@jm8~usBuj0;RsIcuqFhEfHk7Bn&&T<#GX(lE!9H+!C3%DaB8jkipgoUgBe!O zzcxFSIkK6kbr9!g1?$T}#&yRl?=wtuZ#I^RsW%4g{a$|I1qhse+n5w5Qy#NdO3ANZ z`AsE}&HxS%gRLEfV|X)suiod|Kc`-*??`2$wz(}n&6lugiSQEj5K-*V0n&55beACR zfh@*GG{-))B-of3pvcno1(to3(9&U$&J|q(O7G@ zRAzJ!c&x(WUBq*)g}66V#+z4IoR(|p

          =|(cXUHUPZMAv3sixcd+IkL)p`veIj~; zB7@#E(tGsXrJGK{K@FZnU;HoJ2mm3Pw(107C{k)cTM3w+Wlv zdA?NlWW47j5PINeRCE~2wpwoD)RTezj`1?D3g)zCsQsXOhBF@2u>9o)*Z&3nW*=E> z->|kvbGJ50)ZIhcH;s;T^~A?Y2nv?;+qe%9)oLU!4uQs2uIZg{?l>urPKgChZA3IM z&@9q0vNcM$K{+&<=?&yaREq0r1irM7K$FS?yN*2ct%oP4FZ3mYK76(*MQUTSryBw_U#|N=Pb7 zhlq4bNrMPThqCAv=|y)*E8Qryq`SLIY9U=pcXv1EyY_QG_j%vv+@}#~)WT&&6hT;<8F928UlAP!MUrq5)}odN*GgI5&x9V0 zp1hp2s32)U;n@AGo#ai6cw`>BnoN-c7q+)?(TA-_mk#3j5@Vnz?Y~(7nZZ~19)A%z zE57ISn*G|pdib+6#_cC^YDgOFEzy`O`RQVaCq@48&|a5^8g*bJ{qyP0ZX{yb>;W>6W?@Q*N5HHON z#kNNX zxWce`F@M5&@u_tn!OCU1jEmF=RPFp?BU?~DK?Jvpb<4Bl!^(4c$vg7H zH-g2j-vZe0ReXO=7T<0&dE0&1_^8SGEP(w9p7nwe+72~MdXDJGq?g(emMIFl1JGPQ z+u$Wf_z1k63O!(o5Z<+jW&QREEY=MTh@L<|cd0wj4FNb#J3VLvp%I0pNUEQdz`g-~ z)fc*uHBd!T_A}Jax(M9)NQWeoeRg>F_I~MURE=(X~hfEmUtp zJg;kReJEW!TZrFaPsu108@XKQbE&Y~Lt8`tj3=jWLBw7{fy>>%pPcW>T{}JExzafH zpYEoJVVo=G)#BBIsV`Ho(S2M=U3?0LpntJBFL2sRF0;A#=}+LJFzNJfUxY3Mg>(YmC&xIpzFJqP>|XU3eca4OedFyXv)IT4tS^=g3%#rhjBUBc`}kl&>iGf%CIV zHbPONg@kp<=EhU`;(e3U37uuF^rEpPAalx~`O@wywmo1dJaWZKrB2}jiySBTU3hiH zPDZiUw2ktG%=-c6o5VOgEJ_kMF$4kT1jrMpe;Ai`#eac0zt#Aw{{`m6l%P{TC|@nE zY%sZ$x=5@-C?$hY6qgM!3fDfIkL2WM{76M0rGJbB;5GOLlky*e8E|Asv^1 zFC@u5&EDY3nUceiByrI0nKNH$$Hw;}9#uI?V525)QVt8t1544(KC2*QX=@|U}iE9#R z{>9wN@%PWCKWgMq@7WWpQLDgi?lVoM*!A;5OO64Jp!}_q&HkJFkBFUTI#_S@m^wn} zIjivD(sLR17(){;yx13!)?SA&o8qTg;cr})WiFsn5luVK`*R14zC)*y!GAy%+;1DU zWIP1GoP^GuOsv1uFqJ7U?vbmHh5rC|?U@CV=WJhl@94g#7a42oqz$9%RL8{6bAaFZ z6;AiPtw?f=+PoHkIhQ9u@MR4}E&cq$)DQvYBzIk>yt5q&FK1Gf+L0KF{ravY!Rpdk znRm>&R91KlQf-~GTGlEvrMK0%Gd=}BrH)JzYV&Hv=Dc(# zR|%QgJQztB^s4F;b{I5Y(gRSF3kXlO3_ZNiqq%l9l<)A}$CX)q2ROkC@b! zImF8%H(h>8@x{D{=Vx!!aJRA4L{Ktux8iB}iv}Kp6Mg)->v6~KJXZUPs_1ndc2Qnv z1LKx^F9Xi-eyf=tVOm!xN&G5%r{!BT>xU*(@Q_sml#?+l#W`0bJ7zrMBRjnH9PblS z&@e5d$I>wKhdH|M!5%X{c1f82o0@ZA2+UkCrVoyLElRZ5&)lgXU^PUwyV5XtEi$P- zhO=L$NWY~t-TOoQR4)kx)grt`Ycm_(3X(MFz^~EZPn^gh@tf~=+rifl41mvepF*{X z6UvxWZFVHYwlX)K0R;@)I^lEts!Nt-@EW9+6C5b}^)fT~o{%W4KA^{VgQvW|nvFNe11n{}1Q0px5h1CKRWfQE1d+2T zcp`$XZ}Z8CCFIYaVly@O1wY~5MV@0SdGXYr6^l;x#@ z#3QrY*L|Y-(o`p3F^da zLG#c`q$GKyaf-{QF6ETTzfZYy@;<1!U(sWvzVWaLgl1Q6ulC{*bV>PdL+O(BM|Zb- zcVW+VN4=4kKy;5VDwsYb&926mnn))ah;x_o#u#St*>{V#DCz$bmKsz%{4warUKf+S8dU@{xRr_*}xiNr@%Ci3Sgmr>%_qUtE zpOwMl-l9McF}@QbjjfcFnAmE^jfy>P#k%E1S|#;F7UiMT_=;{pTIRHT!(KRx@@%Qo z%X)lf`1H}rj_WdJp2v%&*hPudmCUDQ+?|}PfX0VN_$5EiVuwq9Pr$hk=w?nvJ9S${ z`SHrXv-c#0FC(YHsbtt3nbWiqtEUYP4$-T(Zp3G)H=SIb|lq>Zi;#-i=!+@!MvRVO0&KmMvV8eAVa z8o&{nxA=b4zx2xE`fj;+VLpBB7RE1p+*Y4q*;U6k7POsQaAy%^F;fGtSGH3dZ;Jo0 z%c%ut$+=pr5)Da0gl`}=~qt}X$??p*Y!ASS-UE=m zG9U*kf5A=obhbN_sge&Fu5;*rC!gmlV%S&B=fmxdfykj1IP7YT%syo}1RxN``rW$x z0*y*(kTGTi?WU%w1y5j_r3U_BYAIj5`HYMm5fl{k+jux8UWT=Clt>sfb2WD!T0nW0 z;H}`FyaeE@q$GgJ1Qjnet66*}l=uJc@WDg^M2jawUX`=w+lmaNyfW_7xES)|+5B?R zTDEeizkAkt_^j-cUF`N)Ww5)|@05PM%g!|FS2jZiXR=d4w%$s|e`;YpYb4{n-Mcf( zZCVXWsK>oTD)I2dT3upd=N8_wDSch1aEsXz4GoomV!jSD1w!HK50+8Yv{`%AzLKq}+b-MEq`R+V2 z0sH>1>dtso5J8UNG9T{-1;@Jf3vn#k3_Nr0I>;qY`9{kM-#Pj>1B=^FOdGv0#LANs0{|`6=HCpbD z^ciCSvDs*_Sv|M!_yh9P%MoJOkI?k2BTCO|rPNZMv1@N$KD+{4%34lw1w9XaabR!CL<=aob^kZ0&23OtaQU zjmbE@PMa?^@yB#(HD=4BEv6dO^HibTUFN?~K_ow+!s3r|$?y|<1PK|=3SX@-9r*~4 z*~yQvq42%SNwf~WXho&y9#Ieu?R8iOp|l8)X;TAnbU|Lwxcd?2aT*Dj_dVK9Gb*&Z zze^2`z+Y+%x8)?-uset%ZT)QZrwSK%RXT&_!M1D=MXrVw%)N!k0J9r*zP=E;SjJl$ z=k!Z%*`c5IZ}V7zIbSC}KOElvp7`2Z#gD@CJXHX|XDd@=60M|m zOearkvZd6f+(KbbQ|#oSFS?=iwL&PbC6%Jw^H?z>zP(k{)@IH@eojcQ z6c)pDfiY19h#b!fUcV($JBTd|<1ACm!t@*w2|J*+=aP4#i0%U;OQ33qG2U5qmnDYKeit zoX6QSLVmWAVtWv1>P0|zy%~iw5pcGCy|gv9xD=Pw@3x>ouh$qhMu=G|Omqrq55kY= zG@Ys{B>B|@>N}2Y2y_5e*#&tWT%710d-t-Q?9papk$;QVpXg6sPEfk4ISN-Tief}Y z>2v=%EednAoY_dKoYG#oJUel2y*$~q?ya(P?IG=VyJBx0Q0hk_7Ef;e-D`JSuTVoL z*6B{$44{w2f@$RWXD7^zYiOS8@6QYaq{OedD}O_^>Lefy-0j-t!f7yYk^LTVTNqR| zHB$uDsTYkCY@W%PbyTC+;LM0;a@7yA&~9WODDG;lhhGk;_T)_jbFj^3D_oOjYX~3S zrzU-HR_>encB7AHuD}Qhfe(J!=w>w+eDZ}VECL84GCl%&zeJJ)Y>)!(*OWZe7gq;$ zd@F0hceVV13+N7H4v-B1tgsJwJE{s}X*ys0>DV4l;bbwiWUhOakXUlhmjtu?c?CP$ zs^{I+oRb8z+|pU|UE?;`?OZqC5Q+hq;7^SSCR!8PgCq3L7g|T`=mzBRR&l4Ca#!2E z_zp<{F!82}9gi3-SHY0EEII28?Rcic+@?#;>Gd@1&upn8SU8StYS=V@+ByUZ?02yIeP zFWtF5YiuPx6YdMoI1A-m5n)HVHJKRfA41B@Vf*{*G!qN73JZ(-J7|Y`Y{!V{D8IN# z1D{oA8`7({|9%4yh7}mZrJ3|m*TpGNSGZ7U94Tf z^Dw$0m6{?K4VAFO`>bVxm!wo!mUgr<#ikrYqEa^2K7S1GRG8UfFaKkU4bt8UZ#RWo04IS=0D}e_2#PD4zc`Q zTwEU(QHBE!>@E&h`sdM?us2yDLI%YxY;BL|31ju1`)MJR=A(`0w^%&W^P4A#hN~^z zySn@?1Tw*{o@hCK6#8IEGC6w;xl@zSb+A*9iwTq0#4V=eK6a-gzr^9)M{mDC>4C=xTqC)gF&DtC;j$pEc$m!B)Hd`Ck@7}o7 zHY!w0U3t%(RPoAc>MRnb|7xW+n#RfJ9>JY{zla*2{CxW&d%|5vZ3o>)$$ltJyuXhz zMB+y~Hvcd1OipM!CEKC$n~yWquBEsw1KfXNFp5)^H9^p&Gk`+E%Z#{;2vH0RM}(R) zz#E3dDG3rjq2tEfjJg=^b-ko@F-OxLh%-Q&%4oX~_mt0PzVi$a-b{t$6MO+^s@8Zx zhtO~Tbjr%9i;a%al$?4cu~JZ_Nqxa$#W)s+C1#}JEWz^wT07TyZZ=XunP2^%=jto% zcHMZR6u2~@Cgimky4UJQ6J9jIhCt?SFwsyWLLYurIKfr1=yQ7jzP21ZIzU$2yjquD z3wj55#4-LD1Pt}=-#*L@FUEgJDO`EZs<$hm>T$V8b?ZTn_czzAV6O7+{4C;Ph-)Aj zeGi3_+F>V9MMZiOdZ^lb8LMMUc}j)c8oCP*p*xVUO}+B^$SYs(bp(_+W&9C>s5{1I zWkIVd=Pt%q4P{nCceU@YaansD25MB{PBtHfu&#rnQ$ZsE7N=f`A7>3OU}fqG#b6i0{2fo{qXevBzG^EI zdh`?VEm^VNdpwnDJ(<3D?A`vkehn4 z$sx6qdkFX+jKcZuzg0Qp+={`Gg#I;~3(~HMM;UxgINCnR=$0l^W!-}-MnVvVLa-f( zaW(|3_Z&miBpCQAR~(l*!NLL8BDn&Zz22-AM$m95?j+BXf4CqvDL|YV`y?HxdbBt% z;!Tfv>zND*j$B{8?mY4oxD$fJajGOVLmTJM77m}iVq8Nxikc2mEI7P&mhKCBF=nn9 zh;6%cn?B7jMA3YkRe-IRb5QmOF~uJSjhDGW_XfCnSK-%AoxJ1Ba0c6alGflFP4dd|8;ZYSyYmLpC=}8Nm7sj~*-qF0_9FQDCUBwzS#DV9`9sprD z6$#xKGk5(ad3=TcA{h*hwa=W{e8Px0I^`})_6J{k@)J#@n7R9@FBAwYovW`LEz#@x z`B$9@x*l6wC^~xhxT(Od?F-K@1_H?@XuU{mhkJ%IWs;3i3LMABy7Lq$YrwX^?}AJ> znL{U?XJvX2%;+_4iyNb&YLL%3J@1k7&yN5S){jt10s$hn^+(lyY95CGRM}dO=eb@? zDvntr74l+R<%`F$Nb9|s9AjyRo5Btm?csFSRg}$a_ZWh7rzz>$iyt@B7YaIFGWbQ+ zL`R31k6!;SGY#eVTxFt8vnOPmzBHI+7(NZJND{U1uv}8Sw@tDgx#_@_@1Ox@`NXx+ zd6IbN;PFD+YM#~fm`ZFb7L6FIIi8Y&t<%_F7pNQpEt{*+@_h7hR1k_;aK>6{vj~+S zQrC-UzjYV&Ip8pPH~iYBC<`3A?WKj1@+zkrKQS0+9j}cYeZDmcGfCCXND9 zKXLh>z#fcm)}>R>`mqhxkwu@L``@1b;M2!ZBor<65qQ@sFeos5`Kg1on`avs7(N5o zq^}3H!T7)9VaJ9&@DEq*BDs%E>Utl_glat=(XF-33_!nq4qs!_?F7uw~w7I_(#xj$JXt|l~NN>E=a zbMCmt`PdFm5S+RUBixG8xbFFB@KXJ0O5z%`ll#=kI>%q- zD%NL{zdMEXw9vM5%;3ps%?)@tKDoLAGpBY08mJ3*8ffjXCoEJeZ6i_*1Ix{|<>(L_ zLDU5rJ8CqIoUIesm^Eo3)zFzut#X~$*Zb`&i0QVu#5DzixYlKWafWd0OjYA(qvuDG zyKS>0F0f}z3FD*=^;M`sD$K4QQ0bz`Nw#OWmse%O2Z(7l^j8dHSuNdQFDa~jgY~`c zOq(t8uR-+1Q`w|XcUv86((CT#h$;0wDPr#1t(v1nS)v6ecz56~vrf!G1$@WI`u2kF zL(OW9GXza{#L3j)V@7(FY$btb9xdJnugyLAUN@9SOxntxh^9(nIm zYllkzBvbeX3{e#X!F)MZRVNa-gQJDh(^kzl4;Vl9^RAJi!ol(G*6ICvK%#r- z7SzhD`;9%blXObb=a6G%JuCXnt1s%iUn4oboV44y8Zpn*b$HB1$Z5ge3dauG~mdRlp8~PhO zi*Gl^z5KRqeo>ckIa$r;yq_^k`D1m>NdMJ!#;S2-cKFqrS+&s?al3(dw&!qJ+Hm2M z*_!>G(T0hBO`4r6hiIrIPAnIPP&`lvrM6PYGSb8})eqnm8rOW7-3uk9(p3e2UXq=y zuk044+`0(Kj}f@}IZk>QN0!AY&sN1QC5J2eA=d;~)`iF=UdPbCf3VBad=P5Y4YZ2~ z`3^f3a$i+qI(}5RBDNpf8Hb5l$9Jl8m-&3GHS_nY_YjDD77pY7nE!!wD;Y5A3L{&I z0~O){9}3I@F_mIsz+lT6zc$Ct z{5DMhsF60d;JgFv@^wuJHplwahMsO8xTZ#@xoTP2?wo#*0OT_n`%J1unplFBGjKEg z2<{leJ{E*=Itwn>%QeOMpjx3<_UnGJb38Nl(bvb>!ecMB!E94-K4w5{XTXdKzkfoq zM{KRIvy^v6^!L&*m~MQ)tDU+Vy`~!LiPjl?BS30H_wN>iSseo&aM3)+){AssmT*SUGN7Tsy1uor zonTke?L$?hp{<+mC8uQv+z0aqKNhbn9A3RQ_q)#0c!RyBv!m!mqs@td%hkfx$K_m} zcXuB0);$J$15Ol;?9DGm#LXeEn$@G#!Or zQ(e%Gzu(oSFNu2C<&3zUt*G#Or5d+~#u6Xin&#ht(!8djw)X$#q%~oK+bvpQ%t*j` zH#8v!tyCPlt?Rh~B5wiyGW&r;DemP0ju%}ssGLb+U;Y;^4XhfDRR4ub8_8C1a;BrP zhIs(ta`{g?7wt3>1tM4yNb+0e5CqRyy46CTZL)E;|MsVtECjPqH__JNS65U7A5bCI z2=ZF=Pac<$m&xr5%`1x*G>^&3*i&A^ z<-@+jX@&u&DA1{`GVC@$byT2Jzx77F+1>M2U`Mom7y0EHs>(R?ce2a%Tir%+zOzYY zuf0EWV}!Ct1ou%bT|*0fQoWo27bNi(XR|x}QGE3;jb+Kx>RUqlCt|QWE$>m@>7g&ezz;C{wdfTUTd% zZRz;D&kEFEx2fuSRJO38RM)A+5{Ro2jn_L_8CPgjS*U;DJaQm}m8Ov~UX-O(?3hBp z`AmXekzxj5{hDx9xn4kL4a-O|Lk&mu_j3a7EDthYBaw~6@#k5 z??FlphTDO#K-lIT|4&QmlIUkf5fTL*Kk57J+06txY{TLN+Apm`zuYX8+^y*clC7pS zTp#wf=7io}mpgE|v3;UnH>MC^Hjjrog=$hP(JpHMT3La!-K@JJzEiGxGEiAP?uK&$ z^B{e(n|Rt2?#zuy18gq zP6kHKq()zZv!Y{YA=fc5YFTN#PLqP5jt7kYIQ4HMwEf?9bP_@Ze2CJYtJW1u7Z*84 zgN~TGoe&rIz?w>fT~r@kv7t1g;!Np0*Y-!P#Z4a?9V37LN;#4HIsm3xML_qOjlb{k zxMr*){AE9`2T)0#Jo*PuaPTEAo%vkT4VK&+T43vd@U zf37@yp(p;M&NcBv;oM8jxS~p-Hs?Ovd$Kt#O>MJ6Ps+- z{1EM!%q8lW$kRe6+=;wNiMv=kPI%x_ubPTAhUMne)&hW(qomGs9w)vPU%MU78~N;> zUAYcka?SY~NnSpe%2+!~(mLi7i2tD$Mx4~f5WKew(uUkr9)>PRfD z@3<3kg4lSTyPO=BgJ_IJnnv6b71+n!m(!6SGEn zFLZ*rh#p~zgplyaBkIG51YIk%9L7}2093dZ$a*h$llZJZhisIW+e2qGgfvQ(J&*d` zE^5-_@&n%&&n*8Xk5Jh*nY2db+~OJ-yYA6#@rcJcLiTp)Fj++w_0adk$QUd zmS3{l9%ZuYF2j~8YgC~Mi4mZ6IxNn=iNAG|*}@hyI%zX4^Srnod`;%IM=yx7$I7fx z5kXx(8>0e~E5s`dRe5K$CREE->l$0R@!}boYfl^&<3~*g6*5oPR3jq-Q*|YJ zO$aN{wAz5x`BtMM=CEqUR#d$oNn^`VO5qVREA_Lw$JCw(LNI{KE*lG9eMdM5q3>P= zDKkAN*s0;tQS1j^f-<1>;5BG%k?y$IalLTZ7#5d*z3||>uy8|R@x!+qeDoEd#SiUM zUjntD+i48KyUc$}CiTfbAKxhq&M3n@^egn8Y% zFp~ip(8);%KshufT;4qR4=*e|NwMdD-jt_P4!=8LW@U{BttnD#{mF*Z6`jFGQPy_g z!HaX;nM8jBwsEp)muW-cX*ae0^FNxO0CUx94Q1T8SSK;ub493qWiZ)oW#D8!a{#}a zc~4>JeXY%L6Hv~ouWQK#1dUU!2S!a@iHVzpcUO~a%6CN+iv_#7BdD6_V|UCU3jH2? z^xsdXy(Sje|Jx~@K&7y*`sK1_^IhoH>u|z)f5`4`Aeq8-L3_B$P&?U7{8WD2i(9G+ zs%gbawC&S=G%(4>8bPS=ps@s%l%NUxlL)aW&_Kv!UG?AFTnkbDbik= z`U;#>E={W8%y^wmnzHMYVlS*WBLxE(%&c!sWK*k{pg zdSA>z=h%CdR4KTi*(lvan2M@uFM?bp69`CH6Eo@eD)5;E{)1cUO@<5X7N-_jR)09^ zGQ{YYdO5_Cb0L(k$16g!}(=58-q=l-%Ra2rQMCqzO9S`mHPX<2kaR4!A?g&h_+9~MfTvE)yC1L zQ}b2w@wyVn2C~B4exR_u?~2!XJH_EINRifeVJH-JU$2C3O@AIVmRdpccJ?o)fe2s= zTu(SaRY@YRW9t$-Vj}6eld~K6HJs_#%!)fVwzAb1l5}Ybm_#I{nGi z(-r#ueISiZHz0iHp7V4qDVk$&MN3N`g=bMbl54g*lFDfChiF(I==>z@U@6~fw1t|1 zE3m+-KB5=~yUyM`hcR2dfdtXBzg$sW%o1Uay>bmx`EDWsHwXmIb2=>-uojYPhSX@b zm{_?OdS{V(+*9~g&?8>7%&OlXs)20c&`-S^r9j(LL2&zW1~oKJF#HnAeCztkr zAte4TNmsmXtTw+e#=F+7@xjUO+f1UT(MW*9Q0wYq`_E{es2__5mOn# zoX`DktZlM0EGU`3-W;u$e@$zzXp&9^12QUA?Vc@PW~8(eo4+E+-&56>nCZF_z;{5h zK{9#Be}nQ`oKBVhN4H0oxO!2}y|$iYY?=x^TO_rxj0b-Et4n#_2Nejk;N> z%q4|W5HJI(QI~-w>S&3-dDOgPy%Uk}W1;X_Z&tQy|+BpcpOw?T?ET3et zGdei2Fu2TT$Yv<6Y)baJy(roRpkO5mEUf5bao6>B-bFM^vgjp9Ns3=&B)A# z4CZWrc~kuSf+Z`K72Q~F6(9*>f!RAYHUk86d2B!czW~%^qs`Ge^2dYyX=HEQD_ZqO z2lvDnkl`N9o;Mi)_Ecu^r;P6g1KtAaU?1$dd$iqVty6r^mDLl0`Ext252o%C7Adw* zXHd<4zE|t?W%?y7lmx_WYEOB)DQsHsu2HZ_*R?*Xs;KlNT8(?|DSuZi8j5=p*b!__ zle^KV9AJ9#4vsTsRNQ!Ko4?960IFygXYoE8@_u|ZJ~AC#saS_=Rw}}(^-_uH zS~~Rc2<`tSla%2P1vd)pU zhyY?>){&E*4}$2q?&h3=Jc$6?0QCRVg_VIK(J}Y^FD9&=o0rdO^OYY)V915MXQfHD zj$4g+$N5y5ZP@O3x9W~|XF^0gq$@=~B0W*@(=%`jt z8==;cEWcLWIiySAT}T1MU19agziimv9p3onZ~QIuY||lWVfxR>ck@NnT*g5cjEeS%_PBeBCz!WL5m+8FE1_c?`pdrbU+vVI{AT)r%g;BjA8#N5yEtKQSn^Gq(WDB$B=^G}TYyxq6TBEjGAooEKQv&@&SYSPTzsy7xW*=^=%g?5bGd}E zs3uJw-@r<>qMnXGX^$7{M(6=$INxSY!vXr*I)>iOOj#KRc|28JZhFM*!--3qOK zmrzQB;w0{f2UQ3@$bipxsKig+q z-#x;gm!K^%CJ=2GjUCCqRS;8c+PWPJ>Xqs4$BJEW;4?6GMv7doAas#|aI?dnL9!RM zP~Btibh8Iy-rwCMxvzDoPG_QH5Y*afVQ_eoH@sKiH5Kuyo>(irxq`#x5~*wWKDd}W z%gzbyS|3L3bP_hktEi3V6qhMDkTf8z&B zmHmJ8gI{3&gCC4c3sKa2h<^GMld3?ZZTTUg`*Q-6C@!*}k~5upXa6>X_x>`22Z)wY z4ST`N`2w*e%McW~>T5~K0Ea__74sSR5Mu_kN~&VMu*CdnI7qfbV*j=QG_MX<5L3%K zn)93XRU_huU^w9B`F(W) z`cc_Dt1rmDSSFnz3Fs8NKd;I+gB|Y&P!KNaTeSZS0gCKYQLzXama?*7SscMi;s<#d z6`g`ZbsGsy-!n?WS3_0T%e2Bh3UosiKB-luYN3;AXaT$h4PsuOPs#UW!Hiow^3auD z5ImVhnEJ0!AWwWtCa546sW&)JF1-8sZm7N5Qul)<`FN`*Nla7G=MtOjld zd+HuAj>>tK9{b0m#NZHeq@$U(pQBUp9k<|I1lyK?j*tl#CdTVcw$+FKalyk15z$Y_ z$71?uCk0Y+HisZ8!nv1*Sp)|Re8+5Z6lg4)NJuND_Md&=ht`VHG#00FrF3>7VWYI~ zPbJwYY0$}iV{0XPLZgtft=9685EDZ*J__#j-XZkBI{#c;$mZa$2W-^PI*u2v}P@0d(L#D>me%p zExP!&nJY@;g^d-P-|UR*OQpvZv?IJocdaI5Q<8-zd{ssW;Nz^*zl+?wbf9}9mcyQU zp^0jthUg=4@vl?p?5wqk&Vp_K5OfegnGW*%V|j5=0#6d|Fd=R}dQY`0Od{>5(2!}? zOWLvR^ncHRhRwC<*0z;-!Lw;9@OhZi;si~1pI>eQ$9i^M3w;p)H3W6QJK$R9tMKhXxb~D^t0A>^WUva|Cgd^HeQ5mIn{h|wBRcvydBKwp zw4ERrxg3Jc7S^)=)myJ74O1D2cPAxPOXJR>9-D3{T%I6}QI(XJqI4p+XDCkjt~XC- zVla>OvJq(eV<-2TZ%>L>fL-9&1#EH(#Lfk0p#X?Sa~Gumsg;TkD;*55XT}B7omUZ6 zU-xzHEoqT%kW|67XPW?%&td5IArJAg`fiiZ+f z8L5mEL%Z$IY$*MV7m8l*W-}g-94ZXACs5=S*VTa%Js(!TphDJ=x!Y<#Rw}LMzIr8) zVZ+AkiN~M(VFS@!|1q2??JeR$|70d|qybbVCzU?PZ-T?&hl)ADQd%wBwuJibZSw@v zE0-Tbvj?uXjfF?rC5Uvm4zMNqiuN9W zbsODul|)BYcM_kwv}e7cuUJN}q~4V)6< zaW|PD?i=%bA6w=*P)cqtw|Y^QvMA=7QF&Z{@jvN(DdE397X(Rp}~)l*#5RDrijV$C?Yi5i4l9>b1k zyT)VIVN%3uxdnJydh;Q#>RNMF@$4ZMCw!2**6xSM-?IYUTDae_Nid}DwQY*Tl1-FO z;$3~Yd_Xi0;b9il9pl|8mpX_(R!ojMq>|O`E-0#qUf$m$c(1!X7ot)DQq)fC{HTZI zDYEYI7kmf#5w?0A0~4^n{mIV^g)6@+_09O&*jmy|ib+G5)cWWtq3D8v4C-@0D_$5x z+s%D&<}9QR4*EDxmoB!(F+3?)bScYiFLk0c9|x(VP$=YDVv>)h`cBu}(N#+ycNI6& z=i52sM_2uCw!LjW^DNO?l(`ZlQj@DD^P7}0yq;-o7{9`03#wS)89 zP@MYop?~l^;_CZm-tjSu=txv%a>b!vq9X1g8uWg9ch|GC8@n;C?b-};e8Ioum?&A( zJpv42aA>J1pQ@?l@qT8Z4sQny!rqSItKh#LJZ1}6h*NmtQYYQYI_|SJ|9*#Wvt`xOcEW9_ zlOlQ#Rg=5W24xVRxp#R+5^7I6X}=vw!U-q(IX=OS{j8;_l{{BRwVXK1VIZu`MgA}) zmsz74-c#j~DXG4-znUg~0gQhm?UCYlvdBn~8$?#TG+ggw!LoV=pM-Yz)95@+h`yTm zX=D+Z9hgBHTIYCP@b9~>+khH2Nh1gPfezlaelWmQ=eKqNVbL3 zL#>o+uz%(`)EFJpO9{#FZyb#*mALzsV)#xFUf;D--2PDFKrbI`p9}-ns6o^{Yh9sy zEcl*rh}Zs`z?#b}zP5LdkXxbkJCH7<1c6_lKyd5dVH^0 zGa6d@a*5MF^(PT^a+jN%+F%#i2Wn2g_OZe7Yh+5#p*-=&GznCcpPwCnqvnzuz(dG> z&`-#j=8JP`eN1oi>kTjJ3^1!NOw<~42v=CMUZZ6_{zbvaNSLRe6q=5RbAzk##{`)_ z+)NLtUboV##TVXxs;OHb0`uXD_!u4Ie}LcB}70S^6O57yFhC_ zYMtMp0E58mRVkqqzW>^)ORu;DR+M8SpVZFD&xIb9(;X)Bcne*RsXXLUoS7yki<5wa zCCChacfiUPX*7g)$&4M{t(jR9zjemZR{z=B>(7#sC_lF`GA%!{gmm5w)E! zv1V#6k#QwBQ{RnKHnhl4U>!fKqEcFok3rA?XP}<<=V$Yh6p(kc90f-5#&5%U0_0sA zMo&c0V4}a}9G%G*W$@)i!A{0zVvH4|YSGi}t1k_QGXa}N{sHP6f6cHTU@rlgPg#u# z;0FO1wJ!m}1-kM?s!*DeLot6^HUl^)0(c9Le zij{|Z4?uFm(E^d#t@jA_6(|>|Uc^kNfb@%UJLF^Wz-%(yygE-FVimGN%-XnEKOW7L z2W;2?K6X7f>1EsNhlX^M@3(QtUN($epqR^g9?&l98N3_ZDQ`kWaZ&GQ??J-zj-WM* zAQNydSsCK9nI9)`WA9R$-khjei`rE`LOx&v2{LEJoO>0&FBb*hZpkQmt=|*lI@CF{ z5LbU&A02}#s`I*fk>Hf6`0;;oIZWOmh)g0CrA|8k^3Ef{=Acp%L}_t)1*!?Hc$Y#r zmJuQ!$RFcDTQGMoeGpvKqS9pH%N4`qsVST|7AL6X*<5ZQ=FVit*NgM*9Y)h4ipJu# zv10lEW&u=~t5C{tTg0Sao;nJT8J#9n9{x<)u{m*7u9^7Fn3?8)YC2WfIbSyt;hR|| z7C!xX;gic3lU|8+js?}XAQinW}Z%H?u%~4S~6F1}hJIu^> zMUI+PMeIxvdpMSw%7?l?XCwqo$q8qZF1;BZ&CubU_0+OYooi*5Tim8I<-Q;6O&A$< zzC(g_1Ml&YazlFJxDqp#$Q!2{$408_7xOO-!UyH+_mVUv29@DcRkjW0>^4^x510v!e`d-^(i-ha1hyw)$gd0c~z6*w( zAvUiNMBvvJcfisRO9HJCEvj85b^*EGByzTodtk1Cikv6e^(#TX2SEPo z+b&Cb`I}KFtP&xKK^pac1!9_QV+a|82**2vXOs=}Atb6x_&4Cf#3sKOTDL)Sv7z9l z5$u3i)8aK`4dta(bPV3+IrIh{{grHyXhbAiKqd{J;L1?q@g&7h??@%pHi-_)?yYs1 zL6$b{R}jkfmhi98!G|avUN`xx+KWJxu}0yMjTyN~)z9&{hb?hTpyQkx_j~YJG+B$n z9PN#eGM2L%(HHyDSGw9569yjzL}6U^>xzgonq+r2KYTM>zsID_$`M?`ip@i+&-d8a zA4$Aj*Fxj+Yhp_Xl>7EG@5&dOuX{%wlc$!gz}%%ZBckGC2P?B~=YNpP?!AcMLUhlB znqW5Tg3G4<&-Z;%J*_GIiEh{&FYUoOf4%x7n_m);F?PpCbKlSWh^~9vE^aQcvLl>7 zLHt5?GTm-GZ>&tUfBq|MI4h~X=wCf_JT(sIZ8s+2aBf>!sFfltt58in;+}mrWuTP0 zOW*9b`H4EqeysUHSJBZ$#@2*Ldqkor&yeV;hfC_PGculGgp8CZGLliB`k1uQ!fO& zn!Rd1ot&sEnyVY1G%qyAiWg345#Ft3*1C@NZF4OaeqB(ud&+*iaAEAF<2s$~%J_yN zeDcC*$hd%<>_?|_WJlbiYtft6B72SN0sH$mI02ckY6CULTQkLUw<5Ru#u)Wyom1_v z2E2Z;%l>Zks$rh?y4g8>E%54&X~?a(nVG3}^3l?=1X#@x3)ID^;$kB97YS`8G0|lE!9T z4@*bIx>rclUTrLE@42dy{`~ZuFo4|@NY<~II5J>NIZ zocs|JJ>bjnYQE%?_%+DiJmsD=Nw4W+mlsL$-jJ4z20$xk$p%5t|HYJZI$7CN`SqoD z^|YA!~&d!_rEUQ$|Sm*)UJnX=bD~YRfKr6=6IF>$HUT zggScW_ModzvWq~T_4eJsWHdf)<7yMV#lf#2SJE=`;zmdJld37`7Flt`A@Q1rJdT3r zbKz)LwOW~aBuP%kzDLrBd9Xsmz)TzY+P@FIsAF)l6zEGjVxQ zuP!Ywl4(v*E&`AfTF1Q|3>12b`peD%vwy)@a7+DQy3wz zmv-cAa#ua~=Xd9g&Ah5}Z2`t1s=(5orBLI8`Z~w2x?dYB{+Kq`k-2S`4tdvtR6SSO z`kT37+Ybh;p+2hQ&f6kDu9JKfo5>&ydfqikq*oeN|=)|1|hA&N`Fj z57XBtt_eD#7{<$5H7#baorNX3GNIadwtbu><2iL6o0)cQWnZYu7OvtuSwOv0A~2Hv z?dvr6l-#q$?!{WnMAl8soz;Xt>e}p~+Bp@Df}0M(es`nGg){5gb%@QU$Rj)t^@o4B zuzZc>JEJ)59Aqb^@Zv|Kc?EZP!xU~Mq^Mn&*|=*P512evCs+;`OXHvLpKQV}k_*nE z=`1Ie_O>pn2CSVNPJNlRoy6vE*J$1IuscZiSW?!kXFt(f>#G;g>CkqD@1*=QjpG-(Eql%LE`aK9@>^!3+;`4KU6)Mf#_j#wyCnR^rea#eB^zV=S|N8mw^!`lxV@X8YGz`<5->UA#J`Y3P z$z*wOlOLlsgacsIhfYn?93sr^aEGimhuFKjkaxoO3B2%`QDct@(bOfS* zSVIZf?c4wOC-ZChNVT6q9jCT9--E9-jDC-jP5J@3=lRh7{M;T6&J4R#ObZnE z2jBWr@9Y119xBcCN$@@2&l|xd5#oLho{qiDHAyApWRiO}>ClRYAM+9Med$t{_Bsvzj=E0gy3Il;eP-6FaPHY#+idhl4pO1+y48n{_p;w z%QvpmyuN7k@$SEi1OE!-|Lei}Tin-a7H-Xlnlt^!-zM$sNtydWliKG0=^9@@&C3cN z;gflHEAc;H<|k*{P8yz$y-E9jF4eylT%;X5BHLcUJ@RjM)W7}t-WP5^ywA{g^ZR9k z|NL93JOz)a^l-HE{>RIF|Kce}Z{~)~w*UNFs*8a~G#yu;N&e@{{PDsks?xJUPniGX zZ~6c8BlGIy<5ys;H=`U#&h&2?o8Qg3^D~@#?F&oISIKTaX2aV?ARQS<$uIhGehQ$v zZXgb_{Xl?;!2G?b>%msOkeVgknj$dt<<{YXveME~%3xyIFGB%&085zkB+0yJx;JDb zp7uu<0=xIbeEI=yjX#{(n@iWjUvQ&^4Z)tW-(~fIPiep11klB&00s9dGD2rB%y5D~ zP-`I!6ppgCY>j-arNtdC@Qq1&NP%p0Eook!F9~p@rvO*!nXdB~gy2*o;rmP&J<|E( z4JMyiQ|V~S9&cApf5Xo*#%GYN+vt%iki~Jt=$i(vfd)CxZ@|w9c~P^jO%0ocCc-kU zyFZ|7*$Q2o1%3eT-zCbe!kX>KvLmMYoI0Pea`0Urvi-Kh@|}F4^<`CF;Z!UtKb2G{ z1q+g5BQ`s85nOmD59^MH{+u6Pu6En}K~b1muZc4M)!o1Q2dG)E6?~umXzlO;=V>jV zJmCAhzW(gpg`MAJHO}3LNxEwnea?(AJUy+WZrO*NzHO15Zyhq4((UzpH$RErP2?le z7NQ@{wN=OkviIS-T2QA}nG&Z5GLQ0$Tdqw3vxNAFRi&c=B|koeMHPo&|KgOW*NG2? zjGQ#C{T`}ePxEMytc=|OL=kCMw+{Yn-=UgSm!B73EZLfi^xY|vZFdO$?Rh}d;hbuk zCRuBtN2BaL4~YmbT0k+=p)&?Wc;gRRt>cH&^9m$4lVq1)fmEY&CkRq6U7TwHGrfR5 z>^*H;ovepHzpSRD;`Kj!tx7)tnS4xET7gdHX+BBB`6{)R?7sUm`&TjjKzqp*V_+H2 zUzlIHlv{k53J_GC9~dP|RnOAJVju%(eIG+vJ>BgC^4Pt)OE*TB(88%N+*y`3(o>!B zTZBaA_{I4uJ-$?yx_(y~v;kl?q;oEasb0$%e;pA?y$%N9jbU2j0$$9&+-$*Q4d~XE zjYMb0cS;47rx`bVnLzYrERS0XM<&$y4AR(Y zDR4(DhfsYPFL8WpI;ms6Vgl?dQ+&v|L|vK%w(+$O(gh~&DcgBgek`?Xep6r5L%*eo z1n&fiA_SC~t@;aTBgTaP^@aQGaI=Yz<>Ce%C7#LsTuaGV&X|@z`!v1O%AICTN#8vD z$q$}bBe8%5ri0a@(PG#r*9;qFmgUT>AXP*=S^6S{`)k1`bHe@x?)&pjrQ0bwIgPzGG z4SPWL=ZY~Z-BOJYhvZM$?T9gLmTOGN8-6TKn~B8?sn*qrH{7%|l`-zyBmna=3$w(e z_u}mL^XL>dyTlvQ!xXP!hfRZu03(-r+$=(7(B*)qSppK;|2+~VT*U?JakdkNZL)D( z5*Ox)PX9TZW6w!9ud8Q}+3I~pOB{FdV?^WYR-}d3ifse3xD=`%*vW;tZ_uV&{yaa{ zn#sNKw8SB`7kMD{O{V#&dt_aXjI!{9vxDdR6z{X`2)vZeQ*6L9nyi7LfbcDp*SLjlx$V;$>bveiBM#Yq4fu<0IX`<{plbJYy9@ zW$PP*XnWc%Vqub5L#5l9%3(mQ`}!k$6qK4)eLTzYcMO+ES2SZG$19sxhPaD)dzi+` zAjhr0SgNo8YW}s5_O>PKM#l$@+YK***>UlzgUhxTyMKN96l)wT|0i{-mn4fWcAbpG z7}t;LOrTeq`vohI;aoh6Zrgr*B^(W(uN8r2eD!|!6w#qSqY)wYs6V~6Q+e8+S-~+Y~G!m zZ!b5hge#~nQ)wO4J8v7+5X7v6Q%diKwlcJg!8d=|q>$^=3rz+9oKv+C;}qE|Cscox z3hLfpkX7@Nr`G1e5p&|Rp88SCL_6jf!#6qbtpdET2(OYOAwW81M^~%wFE;Sn5FxcX zgv`3?b~nx|CS@qaiF{3ogcC?DKb%`>p4}K^o56yapYMp%a<8qO?P$hPZT*PKn3!}S zVu$(0q`Hxo+|QsOK2Bu9ve$x~f=5^9Ml^l}8+-@Ktb6 zJCts!+e&F^(tNEln{Cm9%RW0nAx}hwe!S3dnLX;6?MPhT`IXJA^sYI(en|_t`R1lA z!$d&q$)$Wg9fjEwb`L#+rzF~ROy|B_483%$f6W%(H(DZ8a5YoLY_c_2)KYCn?d~7V zeNi9ZzudY+Th+}}xW}$}NS~o`(K9^t!MM!KtXE+Obl)VArv2Zg#X{vb+9YnfZfBu98&a(~7$ly&+U1O5p4Y-fnr%wV26ect=vLghi&py1#tc zx#sW!JAt&jBBopM3qsr=&>}hb%jHzOlX}4t-Ef1xDn(JyDF7aG0hlxMr$)i=n;W%^@&$Uu88naX(1zF~v z=V?_$MLl=*Yuc*cq_RhnCrzg`ZgKXA^TPfll#H0;p$v4;h(TM6L^arbZ69MyOI$` zSeTK7u0!aKNHax+jsrv;@8lhm0X?dHe`7*l_OC_e`|!i+{lq1cef=^P+Vbyq`^)@@ zwe?>!Jo{5QjOsK6SrA|!s<~R5fN&vRLLANK`^zJB`^TRsBWg2UOQ+_$!P((Kxh_*V zuMOJd6jY!Q6M0a^D$ZPjJ!+m z@w45p43ep$RIIjWZKrP@#`m2wP`Yvabzkb)!5L(V<81!Wnv@{Kz8_YpjAfFNxD!F%N5q-&EekXGs4`(NstQZh$8=tRXtG)r0SltYRzx0dff&zEM5=n z0;G_(id2hc@0)&QBI_|r6TJkiz!JX&Qbhqd27DNVurEv}5}OP@syhqi#8L9~JqB5O z>f7IwfIX+q-Wt`>GZGMm1WS60pTK{4Xl0-3tUXP4N{_YpZi-kvVudR>cQ6Yvv>3By zhH#>`)bYQX%#`RC%=wCuS~`{9t7pI2;G`lh8dxG@L4C1sSlaMvBTz6U_vIHFl9<_t zQvUL`mf4`J{0#g?da3*D))^^kiMacp7+zhlwEB6|YlzUst1xWvfUerdt!|b8c_Z95 zpjWr{TW2D6l-3>pb@}kM8iw4JURcv86^9B#KG~O+iNd zsK&UvKt5kh9ASlWsA>_q6}BSSQO&h1n+Yjd^`r-OgzSV+mb!?;GKtZZ=ES;8LP)98 zwyTP#Yp3uccCpim(V&(v$}>*x?eAKgDihe7`qW$Y?x4M#-802qKxHW1e<~Kk7%-nR z6l}b@Bp3@vw`W@Qs;$(ITUQ}rJsJ~6H8CB7dR(pmxO5_jX$(1~mSFlFS5=$_G^9cz zJ6{+6OwH#er*4^CRTppNWBQp^*-$2g7v>?{h7{r!^;qVPYTY_BhgO%(t!X%ZqEtSKZ^xc@ulGZ-ZqEH7=GtB@e5-- zNo^GGaF$r2@jj@7*ERXnPP9_CEElwT#$(Lk-+hG;$(; z`*;>_dfy8ix{tfM%53hy{5f>?inv#i3_e>9rt#S5+G#syAd!8VXN%D;ND`)f@c0VG_mdoN07F zDpKfnYp?AOTVDy{cnYrl=gYbb2mI23Hd*BGOK(o+AM^ELxR<0^G!>h29YtbGOP zl2zqxxp2$JcsDrXJdrurOVZt<%fO3tmqd!;8;E!xNX*`w!P*jQe*M5sU zD?pVsbJ}crv-Oq~xh^X44t@I3G{15MD*ukv0D`pJ4HXhhP8x&ClkQ~~;vDqm8-`Yi ztR`@@5RPTs&Ri@`y{Qb1*4y>e+1HrCjsz`2wGpN3CC*O!ChL`z$RiF3BgbvS9FEzg z&)V{igf`n&+jGZAMDJ3+?Kg1Kv<%qLz>OT&t0x2_d(p)6RwbB-jSs;Z`%}1~{_c^I zsqn^%TbvVmE&O{~;?xZuE_Z*~K*n8pQ|Ar)$G6uuo7U$N*E>d1frCTWK=evpu(`>@0CsbM)E)D+tS&V?P;mPx2OwYPXz2oBB zRE4O+Z9AJhn=PUT&+#Sok(QfDBSgBZwc+9uAgy@g4nh(2$uARM z*+LWQ)zzOSHVy0af}3IOqx&`Q&YMgRirHcuoXE)J0{>JQl~GG<8jZd;BH>Te3*Hl3 zKD12iuMaaGCpSnk>u!K7Z0%(8etVZNyJT0J3=j+1(6EheG;Z`kxn@_q15b7JV-0?{ z+3YT!$ARb^A$q*|Yi;atODl>+`fbhZ&KU#G(3uW^JR|yFCG~|aV*+NcY%Af`sCU?(UWF3yTC7$+r`8(}l=wUs2*`b4G6qE`)#3*GsjR%|4; z*i{w^)K#F;10mN^I>87omR*<^&9eRC4+h8W=Pdde^8d(_czuQ#s=vEVyVXK@jUf=> z9v5V^0HVTimGVlmXi0f_X(lNaM*oXUzWS~fO$u@aQ>h{cYopOpDVci0mUG*zFdiN$gM zJMWG-`A-4k3mf&`^JnUEe6L%cFQVtC4u`t17{_^g(cPYO#&9cgHr{e79kfF{s=Qo3 z$U4MJ8#nO6beTQL|FHPx7Ldk{L=CBKmtD!!iMyp#y||&OX>3NjI(NdtW>oeeigz|3W&5H;|RGNMZ*LRNBl>%lw4=enn?1U47N z8HHjXJDi#^cigs%cCS9054#e(Vxy(dl&fZQ!l2s7^Fm>UyX#hS%Ii;}eb15u9$5p} zl~rts#tQp-rrEHLR19DI#W$G1#QuD2q2tcH z;QTlVdWS{%f;|}R*=Aey4!x=oyN4q|b)dKWQ!`-^b)0C?TDzhC4eCNHs#-#+nous_ z5nh*oz*R;|KUX=59Y}8~$P;?18HxMR)uOs7=$|Szq1t~h9>3*EXFajoHjQ-Ij#2BR zQY&wVuejmMnixj+q7((%%X4cjoiwbmI2sRfFY^6{)iF4-MIS%M3l8wmKt~OKhc)m;k zA+I*!Bxp@S?YT`y%_jPDIaE)iJDYUL%qKCud-fZ^jMw<)w7wmQ^41Rv+KG%B+C4r9 z5ruC;GaP96>m0qao@v%AKwnNCrmgp^Pl;b<#Yhslh@?4*Tv6Ny|sK8 zxq{_+Rd8RTCiO!jEe#Vi?AOJO7p_ZR$qf%Uc$Z4Jr=;0O)|YmV$A@HO&y_Hu z@dqxwxra+&s0r4Iv3o>cQhBAj@wT#tn8EjG zQMOMvs#mGrt~(8RuJAzWX8UK|>UR3KVBYg0o9TkE{vGYI75y1;7tbF8R=Y89m*urL z20WbeeN!h0Ri^VVMZKlems$%{3Dy`X>AKFM$>6~k;d~RSE2RPz3fs3h61DUGYm+8U zz0b2ncUF)}Eu`?aCEtC#6?U`K+!L?9COP&PM9c4u$noqi7qiUZk;Lq35LPqyfAT`f zc>*3&)&%?>WLb}v^zB%nSU|0gXqbSI0oj9I!rMfK#S$ZrPc4EK2=Z}E6o{#=vm2ug z(s-K`lpwAwUvX`Tw(e3=&4hIrEIP)i%7GAO%DP7*qOe8W7E)qZ3l1YLLLs(b6*g+4jSO5!hvVqET#wEG#Xv5}BYs@T^F(Za;c5_c908*wz{w29; z5Zm;9rBE~G&DC!+CkSlXc0;-|j_M6S=gb0jNzGFF_o7@w#em29R}$Y;qe#7_w=Rp^ zIX(Pkhf=+@i*oTq9@iLc+;j<)+H zLm}s)9I~#RH?avSAjiDg9%d31CgU{M^nkwOhRcPJ({g5Q<`{U@ZRIryy1WN3HT+pM zFW_xiGogC=aWJRDN-U_|-Vs~jqo66ZRoTI~2Y`;~bTS&(ahjgGJ$E~lDMaO@Ev$PYZQ>}YV5j=l#7eTHT$yx= zjnKr07g{$V|4N7NsvD0MI6rG6Io}MBf;IBkIT`Sc^-sT9uO@1u%LTpER+_i$$U@Gr zan;SnExW3i1$>LY)i^S6ef^ggbKT-n876BNGsUw%*U+1Y;91nOczckHVH_Q|L;c!0 z+K%be2F~HlKWdO71v?2-5tt$M)ZaJ^g1={+R60~pO{lgr@;+8DyS2zAAb-Q2=eHhm zgLpD=tE&Elh)HS5=-2$C{+;n#3O3~0_@m74rR~WFwPiK`zuqW~*z{(S z=gfCHVrO*7zqb~0$8T$R0fP;?LKF@&ZJZ#L>0Wuvz|hGs3KHAoz*GTc7(SY1UK>{Z zeRldq3+8B9wyOUfIWXN}Y2%K6Nlj!>tNu-kMbL0b*igPYLzaBI3Sw$?|KUB4go2|r z8=F=Xad37$$|)?h3F&OwY{fE*YlNo8beL=Q4#tl+`5e}hnwtz}HQS+DzZO4VN#l=T zazxO-px&+EYm_N5y<7_9;w|P~fj@9RhK0&1E$(3Q?d5HYo0-?u)v28g66h&P?e|YF zi61*$oo=#Vlc1K(F$x17a#s;o|19MFoT7MvTpKA#-2$yB4(u2b|H{g@fV`Jhel%xc z$x$?$DmWjv__P_pHRp^TE7;!73JT`*kP+~E;I8LBntO94h?X!2PZSJnZ_EVi-?63Md+cw_P)|O3zYY zH{oYOP!@uvptpE9o4O>H)H}Y(i1(9DImjcmID^)Qy=o8g`sb^( zU}KME(AKEJYvX0G=s`AJg9Oik1*@I(eD?I;>tk6x>b(_PEt|8@z~q==U2q_DwdPiO zp*=Md<(1WsrE1*{$ACqy=tn6S^*0${Zq8#TYTK}sFCi%G`HxT@c_X$C7F+&cqtP7X zwp;nN&?BN<>@XStBGXc^8YFJZ^By>H@_TNZ`M1V$yX@+mwoj5`25p)U2dn5#i=3KI zZ`s_4uZ)QI5H-KD%*b6B#E^6%9YFKnLI~BeH-1yM*}uu^U1*(LYl^qVx8i4;N+&?~ zPt96J>@H0Ostz&kX#H)r7QtMI!IU3wjymPkf>LyYu$R%Ru%oRFki*Qy*ztMZ3#IGJ zWI1Uexz_{5s|E$^E_M)j(y}?nlepcgOp^1_cX+H@Dd_hqBV7clin(hOgH4L6(!sf0 zSKXA#ey4OeI$8{uyI0`|N@oRGfC2nits-%@hQAv&@t5vtlP(BpH$;tNAdCo)C5@qJ zQMZt>gC*u(gQP7KU}5cq?yEHd93+|ZA6Z440#%_a=0=j=r*6|=rSpH>*!Wzh9nvzI zkdn+T9=MYoij#EYnG;1lr+e<*k^3>S^r69sJ?QX3+kj*d8#n!0SVyAf^MR4{mW00= z4Gdq|&ikyoxw}t8 zeUv9J0oND;?qhNcuG5E8VSox~i`4ZHwkqWGm>O}Zv!Axq{(nd7CX1X(c`Z*9g=r>)OD&z2J|d1mfJY!p=O z{@R73RR&%k2+;{BJ*yLh71n0aP+1Pf@4(XU7GLoXA6gYuJS<`=xl;RHVky@*q&|^# z)eZ#rBi4!k%BT@FCL3-A(((hurTF_67K$DdOduq~dcC$enTNbU$qJCj=f_#M|d_#falXn$4YMm{;KE(S+TXVoqA6&Id zl*m8Vk3shg3woYtX>*d>6@>$t>hI?YrVW(vU)<;3s(dic<)SU1es=5qiIOh{Ji1bt z3`S%~;R>K0I}~lvDD6EkOIo60_kNCRNNi~|=%}!L8Oph&I$>0Kw6GlRb=9H1g5FFk z;b;N>q%y~r=g>Z)7!}Cqz!V>OiBFBiH?rAMrhI*K;Q`IZ_g2_E(}|rs+mT#r3%Twu z3D#tV9>>Q%#e#nl&EK9UjlvW9b3UL~GRc|)B!@ZWNOhMf4U2Z0U0YF2&tzbj;NV>r zXq+I4xeyn;0Zb>Q={dvN=$Vf&W)VdY( ztFWXeDJ2xyB84|b}2ZwZaKPwMy8|T1SV>Bqx9E*}x zZCNJ%md(BDRB~EJdeB6Lqslcndc9+&%*Ua8NPas(*{ZM>Hu*aY<^t zI);uM^~{MZ6TG|YfvH{QkHx)vx{Zhai5_-}C8NMRZ8!|a#<{N_(v z`r`oMoxKrqQoHnezsO35kJI~rUZBcas>wJJKKl9_W;>P4}-urcAhJ?4eS(iLHp<7Kk9eq3anZsF+FwU-zh%cU- zRGzTtFy4{eshPXVFj=La7#nnsDQ*jICagiyYiy0@(lr?M9E#3-uu>apoN#Od-%Qwx zw9|j80Rv6a8qqg3cWXR1^1C%dNFs%>p-7p7N3ju(G#nJLeUNlT` zcFm@9!gD24^FvmVP;rR__0%FR7FVTV4t>6n>A(tr?as*e_{L-qKYrta=Og$+Q3DdK#4CzTy?b`GR zCwIf&DzXDGkI^{F{YByp*0^_tD-cv&g!sj-JFCVHi%G_7$)BPQ&?A_v7*}U9D zE1%}w|L*>YZSwuIU6&6M`B8LH@l0DA8S||ovoq>y_+Q(=G?mtNmrtgL0^03p&DIa^ZtA2W|jPQCZD@{7^d{?GZK1{7*|$<4&f zjK7mx?<<{M0V=F1V0o}SuUo@?I_r87@B{GwbJ+XmAE|tn@3Q~jANU_$Zl406ej>wi zq!mN!ui4~X^aSLYontWSBK2(I$&30H(YmLkDP|T_j{VCY>VeXIJYX>hzIBr};U2_U zaW2m6N8Mp(opWxDB_Q%+PK4lT~?%O*F#nxpps@p zh$Nu(LJb2_TjN7oK?#X{8WZ_El>3EvvfH~z4aswWysjoMRi3)5yd7HZF424d)U_9S z4?OVramhR3EMJ|aY4_<7u8)Ra`Oq`puE6|IJQ(R^5O$xUrP^*)PoppyDYt`3kRbN8 zZYx`1bRg%BU%hzBdTHb)H?u$uyl~2YG3}HR(OQcZypaA0A0g`~q-+in$CE;PN*D)ZdHuILU)=G4 zEK=k@CV-j50Lqou-xsqIeR>d`tC*~~O-E}@g`wP!&HQ?}n z6mz-;ptmx{JCc@xBz`nc_FW_9Vhg z!zU08x9S43cGv;=cH(rBjK<3!g@LUiKOBUH&tqt~+>1&AQyV|&%3JZCqLB4o(($=N znB@4%s=K?`SDp&+3gm&AJX3&Jvi#xm_rJ-TUY%6F&zW)2>N-Bcwt^7jaDV|_csV1$ z;hc)n(X@^-rN}j)@kOdZI3`<&fwJBD@U^$y_lD@Yr1>LZxcJlOzkNJAQP@eb$EaR0C zZajq{%)@`}IPqnL>eU6MwIoS5bc7X3B1L+cNN0W3U}U0>-jGFzQ5| z7qF)g%vj_&3ejWBKfpXaHit7>++nrMv4X*IFG3lHJO6r`x!;m@-K{kb502GMiu}Ip z4%!~eg75Heo~p#@LH#HyJYf1JJldIGKAxZ`RN1>&3S6%jQ*&+BchQEoS|+3fbh z{_KSnjaVl7QNmjLz|=TurT5la3?o8*uYY_FtyvWzX~t3fmwg#dFDUG(TkvTN^N40- z?Fl=ZjvGX~QBMA!LM9l9o{iz}Et&0;gjPMLFN~pY1IX72%6P?cnC&^G{W` zx8cF}&KFXp+ibBh7ij`m{7q_XEwBY^#T6{Th%@nD?bdJ0t))%GT=J->aGGzam70Pd zY;LFxbc~_x7b~j?=DCWyzaCAt`JN-&s^5Qg0O`0#7->r{Y)&>uOR_pakmDz4!>FQ; z)9m8aWC}gQ>KV{knno_iP1tBXL;mMOFM4q=3dZx%$|iqPAzYO_Mca*7lb2n2-1JBE zblhUMarA53+Ul?}NDRJaTW2fo#wv5r4@?oZK`G#9*wn*+sk4Q_!y(BNjT z2(D*nHB0vw5wcbW@tO;Fy~k0RdFiO7BgRS*d3v1YJ}i;80GV7Ag?HQBUn zZTv8(-N*vrP!#(2l=9_4-hVWY9anPQrsh>k^K=Bz$joaO>fLQg4SJV~`lrPH7>=z^) z;XVgZ5i}4e9rsy5u9jXMgnoh@F(d*-<(Wa51)xj=8#7OmJxo|>_Aw50PeE1t8f(@@ zpc*&6%y#(7v8PEV{c%pLbc^V zLQj;wUxYU?AnYBp1zIVW)o@Iv#zrTYYZH43Z#tS*apsa#^4D`c8jqo3$roM_ARY{< z5BAnQ?{I}eu{j!n$W)?GBl8!f!zspr)+f8t+76SG3yRBmB_GE*^vru`3*<DOuV0JdiAKmZp*T0&+kJZ_&7(IZPyrEyOk+@VuQl(>XXjm?!BIt&)i+ak6LMN z#{M*W70epIbvQ|bE_po=oljRZeVFn27=&f19yrA@g0oQ(xK;Td?cfWa)&AM^I@YpX z6X%XNdAsP3FEunKc^{TRVVMVmR0wZ4l{zvN7*;t=xey8n_qa0lUf$ zs>pnM5ojI$AC#*DiLnPHf0Ny|rrAsEDJv&_m41vbF}L>~zJ9agY{wB?TCx zx*DD7n04bNttF1V&ttfg^Ulna%=bUqviBEn0*&6;hPkBFtvs%zG?0<#CoO9FPXxpx zC7xLqWn;d10<#I4aJ$Z|z%e21PGo&5v4ouV_VfQ+~FYslf%h@{x!jyBxG z!9BbnU!-~8z2(p@*m%DKg3Xd^Yos)k=H9V|z48AlDAap5%n>9Tr+l48uqn-=k69bm zjptABcrx{55`65&YmbPCMzObEowKL))?>7DIIU7WkR;m*Mqm(J9Gb>tZ7$%*>MJg1 z+G#~yM{`5O(*B0Bj8P?42T>c+S>Wh8;)IadU0M#YT0|G*lCsk!5|_}WyD<|Hq&pUo zb_X|jzv&x~S;muRqxd0X#c=;cn%e@B@!qPbd@y2EWX|$@>Avmq zB=5NNvT8se`=U9+Mra_GBAWU_)$SV40p^{XPql^31Ijcr54>hQt9o$FEQu_Z6N6yJ z9QEtA+wRA6-kS;;N;9=vlV0hyq2aZUC3L%DVci9Q4H8Y`@`*TVraXJ0^`9H=O{LEv z=ZCRG`6$GaXiMA*+N}3`f>Ubo8SYgXOCKxTvErdE)P(#&S|xti^rbdwRIc*;|EMcp zy`Hzs(n_6`(m8nR+d-X!YNW!JiACfe;dzLGEKCG`TKx2iH!%bxG zJA7j>i!NLoLuRVKddL5kqMBll`X--WJMqEEdcS@IVSZJlsw_%%yFNzy$FJd*_Jt-U ztzi7ilJikly6IZ_WTaRH$BPOmn`5Bgy>k(kz_n&mf-yoZI%)l5i^OK7R+U%6wvU*e z;YK#q^GQD|H76=b!MFyP2Sf$0qZlBiDW+^4N$0YM8|f5Tvx&$_wGVS|d1ti!A#(zU zGxKuUhe8yq*R@Ad$%EM~sqTn`1@Mc_2hu$M?|aFS_DiYWAts`%WaKz< zx8(`vzPcoP>IF^Cq`FUjy5)~T7?rme4?n!WfvL5Bo0dpmxnt7!)CK9C4)_$?EdYQX za#-qoY#cBaGuj4$1kqTRa?aZlr`O+evDe`=j zhFp!cG{@Q7#DI|#uLk6r5a^ao$&Km$mc|r=`O6CZ2Gu)BHY$8~39%b#k%Lcd(fG%p zJ2!Cp+o1^DHd;d6w3&Ne8+&m+FzVHCi-5;d)~{@5Pg54e@)@;;)w}?Nf+IBmGTI@d)p}FV z9Wo9zWYmlSd9jSaDg}De=4FQ5`vnSW&*+;%p(nKYuOgL2Uf$@=a)bJ|pl<4ATi zMOyJ|q5g<|emNcO3}i@gK3*zi-MTVV$2c+glk8thvs*0~bUA;QtzFa(#FR$E5z^>H z$iJqvTlEG~@hz@kFK}uA~9wpfG(3k`!W>Hf-bdO>hYQaoT;SE;UlQ_XT3_*4|E!olEPl|AUCu2yZH}*!e1p&JN+%J^Cpbs& zxpZna`uGcMUV3F9BP}dTEraNB#U!0Hw9t-4G&QV4r0|^cRxp~7ccb<@F^qdr7v>|s zDM&PpBG`sLr1BiW<%-A77A~ zcxnNmHej&QlJSp)7$f9`d$N>QM;VoHyIN^W#Xb>^Tc@oiV2R170V28T<1D99z);yy zgLq~Zs&QI`^{@AjdQMZ=&P1OFYn|;@j;KPH!|IKAs=>rxBGbiVDKdTqfX-GMxi*|y z?(RCH>({(^IumN!;yr5&A@klXDaW0&!bzT|`#Qs)m;_S{lvvzw6KQ-9TJkL<28J9N z-$&c6udr@k-2%f?+y0u)l`Uz8PaY=bQe})Xe)~S|3P=UAnjUtsT%$O<*%1Gu2frYb zwLK@FeD^04AdrbjI1oV)mMaz41|Q|vN*c(~mmFO3sQPB5Cijlx!&tWUH!})(1R|Gp z+EUlUEmp(^omuU;EB<-Bd-3c1f0uIge+At?5W}8<6b42m#UrJaSKJ@@{zfh5XSa8_ z-R%S95_uwPGK?D`FE<~SuNn-%RoW`S+MUKQao;px$M0o`f*Y+o!Fz_}+b#zfq&dqP z@C=<1RlDYyv*IKDsfPT85C1MJd2R_S23v^Tn6w=rxzEexd;Qr|`V(0@UE51w6E9rM z%a)Ds&zmfHK=aOYlN;5kd`@dx8%Z(5*|QRm*5=GaWw@N63Q3Z|NzUv6^(AoE)Y;vns^QlUGq@@m2isTa@zcyvG-@xd3!E-&x_;D+L4})cG37K}I#q7fl0A<-E z0XbkTP|N-1TR-jj?<$Y&YKZ<^vPEa;p>A-;cAoX%&)lKXH$|MrgM!ZajoT{k_5uu> zB5OXE2bTr|&C&BHPSnEZDWFMZ;M#9f{z36qwWokoSM>C6*cLTV7gH4h@Pk!gXqy5& zTSdR;5a%BeD(I0Rno24~K#bW#C;;;w=xwokg7LmIvX>VW)J^e(-@iJKvQj(CNdP1; z0mI=KNp8L9FGPUt0I1T;anaTVK?VsN0VF25G%ocIXgDqt2lXbhFtQWmU*#>Emi+JN zkfLYH2s4n`yPef7FVT(=nI4WIY;;9`( z_Xym;ofZF#Hk7b@FqKU{K6kkWIVq^DWxqPtllXRMLRVM_hEM$*gOR#B4!GMFzWNND zd%hElDff8(5ft_PDEZdHm$jFD9*~qkaop4n$9{`Mj@|HQzx2*?4@}39zkM*eTLZYE zpw8!|n{XJ7VD~o>ct#wNF3fYx%2#Lefze!*D0DjibB?!%B4R8Lwwh*P+Ih`3BTaFp z&;IHFH2Y`Rb5?8{?^J$1r%rS%~x9GF+;Y^w@?E# zW>0iSv7MRC8K;jcZ?Ruq5&Q8`M6W!O1$zdWz~IqGaV)Sc>6V-VWSkJm=ksTGTh!d7 z#=>-rJFbV`#GcQb@Pp5?Fi3B#51WOBn4)LK+&8<6xgN14;+&)CjUf1glibcDyCib|bcV+o;umgqqc1|8F0RS4i%nwG}(s%-n9TvT6-^J*O|vy?k<9vJhcSCNjHohn zMF~z>k&@A?6;nXk{ZWb4XaxM8be#zAOGW{IYDgZ!Z=d)pN{o&?9ma~!$k2Nvbvf@` zO*?5bE%N>8d{)%e6AHj!b2`sj@A&6u1!C#I&BUyH1APD5(t$CsN&lIn*18{pa5r1Y zF!I>Og}XqHOEVREtSa2)08mPWVPm~pfAKrOH(R66@};<%US}lV(ApQN#Tl&o?)o_8 za8gVON@svOfC58l-};{xsag}$=J&MJ16N>Yva376cIg-p z(%BUnDiVRU5lDb5QQXnPP(=`0BX5AvDqo;}-&EIVY?hxASnHD9Gq*uJ40P8s9=_L{ zn~LT|iY~liI5jGNSRfacgowUKb@;C++dJ#gDmQ)+0US0&Xme|jnFztng!{Y(qHEpv zr6X7EABqKDxY-pDZBG%o(Lup*sC2VPd2Z4%d8p2?bUYeKUo}xQdX|shVE~s_+UxLr z-3l`|OyBq;H&W6G6m-kyMjPluA0~Z7!f!E{cxJneJP`9JmIm5{^v(EhmOZbRAsKWA zE*}TzMgT}md`-J$jG;)G5ijd%$Txdc_>wQXShjL4aW3&}tR{+l1s`||*EO+DHlesCq4hAboh|FHL#QB}2V+o*_w zNQ;z|ihxLibfbVYqI5}jhb&?t(k&pJN-AB84(SpEq)WPM(Y>$fQ$Fwae(!Vt*kkPd z;~j$^H_9z@&3RqdJkR4i;>OB5)@$#)2cJ1Mt-RpC8_BFL7s|uI$)x`$Iwa> zow=Igbqh`1^n5UFJ81f#;H@tx!GwNotR3a`-|?`kExBWiz(e#jqLjX>`K)!a@+A4A zLL#Luh~t{S-|a87|EclXYvyouHn9^U_GeSq3=*~~w;cHHtD4pI8`YODwimGi8coNq zA#UPAkeqY*`G|(Z!A(my61$UNL50;V zPk@hBoosjlyhSQkLX78rprDhpen_d^C>Ne{?e?de?t>qeu2||Ry&`kUx6#y)>r=as z_N!|z>7k25>%VkO{r(v!=={wvRT z?m<{P7qX@KByN5%M&dwyGDP^xf@Yw zNy>+_CK+zm@#X0{eh#0=x&i&`TerMK@m8`^UV8}Nn&a5h?oBsV{sAIqh2*|TmBpHg zg*{G7MJ^Fqg>nwB$nm6GE!lOsz{1%nQP(%5n{HGiw58NS_rOe!K8Q=&!|rL(LlS+( zBnnM6!neQ#Rx;bloi+F}LRGHixgfPlP%xOA=SZfNk;|D2zWypHc<=VVdN}Y`B%Igz zP#u2;Fw_-OH;RN=6))oZ4dFSu92<0NBAUF_zVS0J)2+s?edB)!ot=%AVrga2g(v1U z7cxxn?Wtx;mB)TfNh#SP6MDIAFT!S$YsiyU|~ zbbRkUGGr;`m@)Y}%tL9r!2;^m-P&C+C!^n?y90H!A-7S6o~4Uvto}LGbG{FnABX}# z|F0?u1-c3UnzH|wZ;WqV58t$U%J4cm@}D*J|MiFe@z3-)LMC0Syo?wB_>+HK1m?Bt zApB032UrW4(`bXkzuEJ0+0zfQ3@YyC%6;)S5&QmIzKunAzXU#kEyj@7aCy3` z^$CoCIawQDW)jz}h|fYm#P8YL2v8=k&C7chLasKzw{>;b9U#9=z5LsN+_*(n=sxXo zw%y=43SMZ%GJaXqX1mP0Bgv97z_F_^IOmpHaZ|ERR3jIGzsJ_81w z+|Verm=aj@}6_#QJV;0&0^+I;|d&fayO?5?F#Xh0Gu9 z+I>sW8GGeD2BK2#ZUJgMWN~EF#Q=dnF0=iTRM-%7m5#avJb*MDKMcg* zxsqNWdCClvu9jh`+fU2$I~9^22f0kltUQ9ZLNS+>;%f#fo=$1GH{0}!6Mq+{INcK` zQhzkQ#oo=xu@6v<>rv*O)9yRNz(pc+S9-_dtRPG?T&d1P%)Q*d%b_1suP%qlpRCxW zmE0bOAG%HNr4;=T!}Ptn+`h67ac?6vxl!c4X`wqoB8e*z+z1I0RDfw}+zRA9wDPW* zw~Ok8+wv5cs}P+f?ep8gnQM0pvE5u2_u5cjCF!OQN1Z>K0=`q0qw0Kko^21DXFQI) zTy~I^wuiSa2V(1==2c9)+C_?TUdreoBO4te{y21vsjqAN=5Ao|6#^ThSwM*h%@vu5 z6bAi6Gc>TZ1)j&{;_C~fr3MWBN3AHmv&oYGvBQOy&C2o%8Yf-1%Vx(UP$OLuIfKrJ#ivEyG$f{rHP+wS=)ZHrFli zY!r?`fZtTd>CDx|Of%PnB?08~v;*dxd2A_^Avh?sLI1Gwk+S&AJ>%}6brSf>=B^{i z^lmX6oi({bJFM(<*acdS#ljhd`;9)aFZumbUwD+g<;fUPH%YdIq$XT?nSYqWd0~jZ zaSqv6czn!TY+4Ddm9zA~4`ExX+W&khDF*|#FwPh~C4vz0;nRSOE)2=tgaCa7jJ{nN z>TN(E^2)D{``+pNrJdYC_H@+g3NnVt1B~AO;(%9y$}t^SY%iQZVCUiS2cqTEvWQ&+ z3o2u7XxHcgi5fmJ;-?%2+%mmWMdpnoFo>3KrVpJt@W5%X>ykwO;I8KIofB0vaP~Z3 z>5DtBNACFv*y#;?y`PN;w;&RZ&Rvx^B^RU<;nRQ~WXHb%(M{@>Gr4);{F`O3Ht`OCl3xaiEC}lwpj{h~M9D_u0IZ19wRd&S+PYpWE+tNr5a%Rd{hu@pl=d~m z@U(m4=jYwwlSim00yF7KXWf|=50^IpU9!lrrrLEq_RhJ$%#hNF!+{ySu+4cAh0A8& zK=*E`i&ou%@~Qm6^hS7~iaD;Fl|l@H`|BtUa$+x;Il7R_?WNmFvDQKk*7!ZBmgUks zp&XER2YZlsg3^iQhiZ{>AaA?Y)LAo5x{wECtv1o*K9XN&wyN*OLui(p{oFI~l5{il zqy70nrMm-UKvZcTUY1)sP$_p*1~gd)`0aOU&hK+Lf?d~&h^&**LU3DC&r6a8aScf` z>TW87n=f4*!%w+7zDK1;$T zGy`$mO=A`71vO~BO!|k6EyD^=rNK*R*A|$-w6i9$fwEm;VK+vG(eaLnoBVTZV@# z)b>SVtUTp&flH+(dRetEIP|!Eb?9Kh`{P(Pn3Sd!GobyvTGYLyi6f|bE)-txRCxh) zlE1Y0_@cff+tcPIztrE>b1Q^>x7aZ0A8HPF$WXeDOO2*&DY6Dqrya^nx>9-hS8HEQ z^W=6lZA_8(60y8Bx|S1~CuABNCA7EJ%?}|EO{Ku_YWH3biirarO}19Y7;YB^ltx#*v&EjHAp!olf>KMXcI zBM<%bMizlelsTeM7h2eX&DcwG3!Na0DIGFoezl*unQ(|2Xmb9cbzI+PKJ5fB)jO;n&F#hxH~@+tM1}K* z>IyU4GNsZsA4OQ{}k^iHeRBJ!z1z{Y^G`>y^a$TLwqjKjndm;slR##PiUZ zagc?^j%`2VcARN|&&ow7c=UyWo$a=p@l97gwpgTu+7L=YGwJ30L&MCgj+UvrS6>D8 z3kNBR;#?Z}&3K!18fjFSXE*cxzuK=<{PBA83k4L=W{FDNODv7Kb3?=|NJs#$RM@}G z|5@xWexVDK;0T}Ztb|ko&C}d%nK`@OPN+T8>C%DM+5%=xdoLGG2VgQ?1u%q?tjvJY z&F#FFJN3AQZf-+9DH@u*&hav0afz);9d8#z68KU2DU|L_>Ko)k^&DEn$z9;SNx@aFbMf zBgHvDx>*^M4RojU$bC0{pAVIKAsC-R0nP0NmD?Ly?qp|j)Qb{m@>jK(i7EPz6 z4KmyW(*2JD-<>Q=Ze@LzDtjTOT@+MMejc@=aHEmZ<6^le&SbT;U~drdf07pf4TEbq zsi6l59?i;s+PC^rX&R6-8hoH%H!Guis^kb)f|J&!VNtWl9|H<`_Ve$dN6CvV6Z zEagl-wqqo`E=O?xxvuYdvpT9a2q4=XKMc2Fv%(q=%nYmHs!w;3Xt=RV7xl%qr(`XN z;?b@7L~u8+1cJU*?I)?fmlUEL*A z=^fjmhtMCUM3CLeJfK3xRva5>$Wzs60Oz0&-JE=2i;C;KdX4`yey1g(bhnMH zMg^}TbLOzedxmH6nKME-)1&K&nZxrEh7J%kL9PtQsOdI@EDq8G#`2pe{*SF#2TZu> zQuY$LEQJ>qO?s7Sf3lwhzz5S9G6-GDi)d^O*lfbLTLiZsyfSEMpA-5A5}E{;b+Xsc!P+N$Y6Jq3PrQi``Hq(GYvr9 z!fF{5F^Va`*F*po!o&mP4-P3bN6>3IyGLsuX&}Lht;a{3S8piuD1gwF2mSN`-+E7i zk8RpcP3M=E+t2&rS@Sy14l5ccOrDM-8hfsD&k5W|gIje|6+koyciDC~wS`t2EoA(3 zQf>>P^as@E#IdYesujBHcra;O610<02%=ReEz{XqW>WV`PP7GC33hhFJG%QUBbgE& zYz#G>N{vi+&RXt{7g&~dsn}Y14&j)S38%zc^Lmi(zf-G|8q28Hdq-@Zh-ddh6us3d zxU+d1aIa>ehLw1RzC2coH(Zwg+~3<@R6HpaueXJxmxp>f`^u8Yqx$;3=hgNVMa9V1 z?%*WKX`~+()O1Zoo&!kR%>{I8`n(8-0g_wqPrp|j+kY3{K59M_M2@F&Pkrr>J2cs? z?!les?aCzVNkH!A*+E;F-=58fG{`^Mk9^Fy$VV9~o zi#e_!yAff`Vxm=qxs?cJVa@p0zB1j{p^~ZZg|Izk6%+0@nPJXm=$A7%q2h=k+~iaZ z@X^VP&g99}Hx!#Z%JXLz+ZUKr%m&~uRCVVpE%~Oek=ie;){x?!mhd)x>1@$ibE+T1 z3uB-@#rq{L5Wqn2_CZo{^FtQ+d}QB#+ioY7PkID`DNKSIdJv&3h)(C}3}0_HV5-?} znHWgJBm7`4-a!EE?m5F^JI{@uzIy~hyh(vk)Tgy=*{d4WgW;J{Rc}h34UYQDxxP5# z1I{TS#3Nc&`@_%Z6{i01ga)hy)0-jb6Y05Oe4kwZkf~IE%>1d&o$=`#o}+Y$Y7BJmAz-6T%e$>?_w(f44Bp&aC?W| zer@Ql)4j;8mG*q)O!BByRARaTaK`7ZX}{vt|G*ZSnx$^el475Nq}or}Z0h0FtIbgu z6XK^q!v+-oBQ%62M+wiURkVPsOBb2Dox9iqCPVCf%u=s3IFgCo{MZCGHFT8oAl~d7 z&FXl!)uD;q@6|z8F#lCSWQ9vIqRm~0V zRezQtXTqwfeTgeJ9X1YSbEpa8AQyO0{rzrzci!Nhz}JKovxd9VoHmWjIVfD^OY@wK z<@>ns?Ah5GbSuMhw>hC3^@>k!R=H~3*4lNXY4+u!K_6P(+_^E?Tb0q_gYS>|d3-l- zJs2=xM?0|9=Ix4>VMtGLwNjkgum9s!D-Ar}%kCCGXs_sf=HzUhU|IgDhf&?(osR2j zrrA#&la}T_p*hL|x#rF5R7F{U8`uvHl@N0)-~lg~aCoG2T;K-d1- zXV0TLKXQTC%U?@TCovLYA|Mi4iSD(TYSdqI&&~RVsE~VY&hkaxI9;w59UGMLi`1Bo zGJ)!APCf*ogu;2}Evrpm35_L2z7O=S&NA6_=potOd<%hhpoM%V0=8ovIZL`DGwBJB z%)L*gh$Xo9A;?$ zF9Qps#jl{0%RR81OV$&s@z1|&MI3v#bbnffbN0R#Uf{M%)W+)D+f&C@IEv#fP7AXp z@d9HLL}4ydMBOsIQuOQhS02h!Ti|0v&T%uJ$ZnfYOpOPYDSzu?NCoCj zu?$hjxB!3eL4>kg>ioy%Pj#TGkw|PS=(JIpIC=(9c_0RkT5*na{3A%igA!l*|s@s#HQxj4^rwJ$fLcMMe6%BEe{Ti4&8hVMDtS0O05pz?X<*nNWYgZBEK zD0*VuG4?B=a7u)7mYyDiWzX(rbRXbLdCS$WYj59%>h#avdw{L9e9+MZYIg%R=ZK3&bc4GZg0xB0*&?wZg3W~Gv9z3V^)j4tec7At?sKk6)2_Qu zaENjN*_wX=_@c#gbW@hJrL4{ri_gPouw62QJFno^nroxxLJsb3i+gJpZ`k6!rXJ>u zj79r&jsb2TLNH8~7IU1mf~S}l{vJNGmRktgHp4E=cq(mVDLVo*?T1SF4&>v_pnEFZ z?0O#NDEY3svYWZaa+fr%%|F?aC$+-b(!V&1Pm)egrJanbZ%7jt=0YF#$7xV4@y2EF zQB8~^(QZ1b=zQXk4eu#{qVAg1fCP-$-6R>~Jv$;(aG*KEZ)-9s2euu(7kl%LpfM@6 z17LWX6+t!=QpKDK4WNdI16{)lif>q0Y-dlM$N}QCX5rEcbP?0=<7TQboTq$k2>Y?Q zjFI_pVWE`p=OhzCxYE3EM6~HE4d*s|)Rz*Pmc_nP@-<7gDTiWmjZhI*zn8pSc6kBj zuPtua=u|BePL|Pj?Pi_$j!VX$^1$!v*rA}aX$#lzd*p+WIVl72lbgHRJuqSKA zG(B`q1jU5r=-D)KX>rP_9@aqBv3x=qPYEQ?QX?+TcAIp<0teReh=EfYfA9*bUIv*e zYlD237e3LWUhS8)=d^Y8NPS*rx5GJZ*%N`oq%-;759%cA@W)T*>{)w&1+{5TD2+C) z7dRg-0~ku>h{q3%Jhy|Rq~aC3GBTweAi6S`jQGkr%b^h^f@Ffzz@)6(a>B!{uRGis z^LdS@C@pJ|a%fgNaN#koC|5meD`}Sf$K6yr*zH8gq9fo}s;x!BfH$IL1rd1?&ks|D zY%B9%lMw*4W>q+#6U3oqk_$)mkv9(Q=V==ekim4`5@prJHjmAfYoExo+0|{@eCQ+_ z#f+k{9gf_le`$jk6GO4~sNQX8D1X&W?r7RIXVt^^&zc|(stH*8H=~X|`BUD*5jy_W zc)JQhuxC%#3vn6pio_tLnm(#C=nR9CcqjbEzFQI)X|`JeY|bub1|nqc6o-2-w(TKn z*1qP>k>dAAoI@0fzB`$v@1EU~RG*5;^!UoN$m#edm%M{d+K~rRd6BfivaL|b*_4pD z%UB!=f8$|{gF$p+vUX?Hm!7Z2!NQ0i>G+;4_>wJqQg?=d=QY^3z=OXcr}QZFl8WSl`*@yOJO z5`3i@VF7puwQyfi5zJo8_ut@B7)s4m?~oJm~^9$O+f}``Hy$SO)K$9RZkwT=>B0 z)9k{dD&SjoxV*?+aQZdX-J;oE>u>|wdgWuKdNF@rpR41_n-8AN6*KSy(aHiX^?;CJ zuw__P5e0dceZq!r8I#!zJH`j)!cmk7KX#PpWbQD~_UAML)dRAU<7QMr0T`T+NKD)? z!6)EX02n37(jvMF&-2kcQHMC17IQi8sc<5znPh6jBI`*EdsPdF+7R_}nrFkA3RKwH zlnfJ%;e`1JBUf$rrj@;4=Z13+HE)+jbpp4k!Mk-_lfg5ri+d~IGK?(!Yq?CQ3@{{g zPHIo@&FlxsS=a8i?e;lm>JvV^z;M3xi(G>iKVfeZ9DMS+Adm`aQ2sc#ABLN#_wcs7 z&V+q}0po}8;#(@BO0-sPdwgE@JR^0lu+y))XINK%Ga}-L20m|#QCa~Y_oc$xb#tN>aaQ8-76gZMuwP)Nfsn$Upa}2<$YX zx_yB}qq~gQh>zdmZ@`X8QH^EhuNm?u0PL1?1Aqs`YytrUw8>89s~M`s8Uy&txXJg) z>xqnANBN!3Ehp~H+15WwCg)>&BZf^n$a#8nf z47!P^SbJNe8eT_2S!Hhx93U@8JTFuoojHE(0@4H<&h626vf7t(tmXOd;#mit^9o9L zC3fnKR6nih-}B;HFwhlP%FLEh2KB9U~poe?D;ghS7vI+f ze39?R{_;QW$T0R}atJbdFwh;=xEg6HC#mve_rx1*mYZvxg_cgLJbj2tU=@-3@$XMf z_SbVs+TDo0{XjDV5}>jJ53IW&!@HTVcJ#=|e7k?G;> zhSyaD*~i|oo8aghwxI+Kj-@gsM7m8a9&oz)AuH;9I|N?D8I*Z(5+z-<<(|~ zcN+#*D`%Ts${TPAr)5xnb<_PfIT|gXMr?}+I_Gq-zQW(G$A6RcFm%uH&}OD*sX?tN zJZ$h4U}V!LXNe9_9@IEmuKxPc|%9C2VwumiOWOKTW*~Q%Km{C%}`rw_hYJ~Ui`U}QN9xIq=2>^B`-GW}0 zXqN24*+}3DJYBt{s-e4R%O#)|*m0u|oJrm9v$Vzz{G>=_V=U64xgXyvJIB)bj*L4D zy|yb({Y&DKEW+e1vH~r;rD=Dyr(|6o>(|NaU5W~j2Pfm-Q$oRgrmH|2ZOgocK=#MG3=`)a6#O286D$!i)%4|Zg z4!YQi)&9|DlORf+`zDF?I$CXn3MXvL3v>+Hg%m};$3<(}d2Et~0{yAr$4^~sxr#oA zC`VZ3ma2VkscOWVDM_L>)e!SVL3HJBangPuEpBp(G|O6k& zQ;}dyoyH*|`Jus5xLLO8X0mY*<+OX8)v2o;sj9$Yd*z4JJV(ID1MEMDR5!p+?Y|dI z^k|u`8V560iQL5Xe9W&DQ21)4D#GJG`x7sZWfc;~+O;OGo_srOJs-jklXceZz-M?8 z4ovVXl^jQV6%5sZ>e>Dw6J8&5Yl{B7HPHos)Sbp$&^)trPj&onQDY+hw>E%<_wMAA z-j0(_1^B=Nlj7g(gg>Up|22Wis{o2?VtCa0=TZL0Q~O7()gMF!uVTP_8>RVh?SKBU ze`7j$h2i}mO`|}e=bE|?$+CR`XZ344K#tGUDnSYC)*yWR4fn8j#top)&0xeg;+94B z&*9B~z2<-Wm%%saIhJoe@(@c&7Z_-{XnG30>IdyU|Da#`qiTIdeImL0mxJ8!C&Kf~dDqy<83246$m1+wP) zqq=Qhpz${zcewdK-0eTFyvG_!q{HgC0;zcq8B01I?%JT`P!s;ei}Mkg0p+FX%#VYs zIp&&;I{;Om@da%QW9^nxAtsn^Ssw#IJ4qNAU((A$BjF+d0{KDVAK+}}gpzL(knX_K zdd&*G+j|o+!93|SqRj^4q8yrl44iO#M9muzb}WGzc*rprN~7Gd4HY-qQDAWahGyyxv!;|MsT-Hy`iK4M_5H{lnlRTXIOY z-;Yw=^(6PVZ^G^_8kr@YiVkdX2XHs|E{$_l$GjrYkfF2N-U;s8HmPr zF#2#J4bxA@iJO)z^~ZDcebtx!w5gd+z;tHZ%7$#Jl~}iy_^%%atme>X<(v!8Zbwu& zwIE7n?TqBPM+OpNYQe%25{fGX^$znD0e42!aoQZ z|MRb*z3JskCyv*-d*eEk2&LxOf7Le)d#C==(6i=s53hmBYgsCNvDYoNK^P7i)W)(F zM5saf@03TdEDmi{uyXZ#N$}?N8_C&%)kD@#Ph#8(I0Zdwa<}&vd$Ah!1URNDYO0$i zl!vCA){+ti@=Lm&cvAL^o&gE`g}T;!Rwoz`%;G|;B6=`4AE9BS%m48H_5b|!L+4h< z^)kZgPT+IVjZMPZc(6Xw7fQm`R0pKT)?vI$wo}zk4td2@z+2;K=K-J~EmS+M&H(`g z@kqIasz2ds&dc;C>pntIt~=P{PJ*ucw!oYvFAOKdKfbymhf8rkg?OJQ_E1Vxc*UZHt=lQ_|^a#-# z6hKff_YunKs82LWfjwD%CT_Es=KNgb#((^x)wpi&HPK}w7^HC7^#Pb7%uf9-m}_0x-xUDK8d`t!kQoaxQ~ z!wcZgKmYgt{^|ejZrZ`@S2gj!aQDH7xhEoW`v;ncYUF?3Ilp(;!GrrZO+6}~sQiTm z4nD0H8s3NNWhg(QGyd}ugqEp@$E_Ft|9=$!e#`&dUjKXh|Hm!y|ISYM-`oH9bM^n5 zgXn*6|Nq|pzw#mjXa9;K)AwcK)cSFH3gW-=zd&ycrCW>_T@{%v1`!?Cf4(qf_#Y3H ze^z`ymM~tIUn`G{&bKRfDgTQv+Bg@CpWW2?j3RW?e3_BK|M!LcuOnWhhWdjA%J`Oa z-u1x$%g=w5NVA!#FOZ34wgx>NJ(IlnYpUzXd`|WN@2RXgSxTG&u&;LN^Simf--#lL z)J355tO0_;(#UO)GCJ;o?4*mHfiO=nDr-I827~d|-Hq4)5equS7bw+$q*nzz=6f!H zHII`)dzcewNj{$e@0Y~rh}h`@?HVrrUN0)o^ZqH@X6(yJkT^Wg=e(hYaRjD~nf2~g zK(in;1={a|J2As*;_x&= znZR2ByKw+@sMxdMr+|@O!_g-&2>j<9tba9nVSf+4(?=&lmN_kO{L33s3s~5H16si~ zD1)u581g%^1_82#=gbC@2bowwCw2i2Lg{6A=2T{{$7hNWqe3`*EB8lAO%&b&x_6bT z4lGl9@*{9v`+*xH55^N)$#19a02MC%3=9g^ln}%F(;rnE^WcxS$1z~_Oo()hPD!(J zrtA52LKQLRyV%0>AsnZ>??C-pVjl&BXB%e@XwBAOn%T7*mpr;1KDz52_cYi?Piq!H z#P)qcXLPFBUq%TuZBJjIYYmu=ISW{uw^hpq86@{oa_LPWI?w#>h=!`=h1IexP)o7Zy;jj zWo0Wg39QzsbLBOr|M}2;gAtgeS{K$GnzOHeimB|X_3JebqR+B*6bg;Oq2N2N?Rh#V z8`>K*5PqNa`_sY7FIfp)!bOqa;(zV{-TPVdRL$GMQ~QM4f{yKBHC+u0ewHRqQUs^H z{8BOJrOKHpT=l0=0*6@(zT4K`hRyo>#c#j9c~1eu4{iD`$i{G3*VCiDrNT8}*8+Q6 z4z}36=8r5${;;e$?~o;Us7ioLY0Da-f(Z=2S_Ha zI0M_;j3WY6mW0`f9KUlXO{`0%v5R$n`LI0@ zyhQRtmWa*pD=?C^hqmbic)n90iFA0wT@bgWc6mY2qzhhX5xgm|P1$PO8=Ste2U>iC zp~o)~KDQOy-hx@JCU-Ly$FYS(82Kt)`s>g)5BdA=ZQE=xDY^yI3{~2aw6X3o&~xE$ zKyBp!%A?hlw-z+uXpw$UgvJl}qmvLuWrB^2Z~)C7AEm6+H)JHK$)|HLEuB?p@C3$5 zXJckP_gZ^gp=OXS$yQ8ngkCKfe3Jqvngs@g>(&hy&R6(tsLsRcCRQ=l8(sj~>)jRm zp8EX8II7pnbcw1@&-|-_n?jwsU7X7sszz09C*?(>QuRh>XOYd?^VKs{}nv(#{TP=#41~CB_hVYQPVy$=V zQaldFaBdz$GdzrfYoV~deh1paUR7M;=Bm@71KvGwOxKM)a=W`rk{m+Hkrnwk%1W`9 z+U1Vn^@a?3uVEL@#3kFg)66qAyD6J!gcbhdy#8i!3~P=EfIa+724VC#g9n!vXWR}R zT{5a6>tmqBZqxjLZ2HdlRHsGpJrSX%h5l%fUReCCTcvBZgt4@0_ZZ85h+V!$8h!BY zG36|^h8u{RTaVcaw#!y4y1<@e1T&Co4NLV|GfNEa*7MlSJ zedQZ37F@T1r|V;eJVJ&=!_A8-)^kcdT9)kb=$7F|kQaH+0(scRSYrULcQ?&)+>}O^;-Vx|!kSy9TmO}1=jYzNn3#blVPGPYmkFwn{l9|K^Jp&(^#sMn6P9yr{(&;kd8 z!e*;(pkJL@$V?Gv-A89zEJsFnj?FQ;O)0kbHJ z?~{Fl%Z;hue&Gror`-{?6eb;{!lPGt>_a1{700GdBZo}kaQ+UY`>RvKvqCs;&1#o- z-Q}e%d6CnF&eJdxU9`!C;;ev9AOYAq#-zy-@}D(0C2nf34a37}=Xds#|F;2*&V~bjfJLz|??Y`*G(}nCFt-s$4)w`i1l@h}| z!`o?Bn}^J5eYrUrfKQ!}Tw?O#Sgv``$Ni0M^9^jx>-l4?G*pk->m>$?FC2&(KF`Fm z9gP$%9At~94zeBe4HOvV9v-5X=bhfM&p*1jH8@aztIX)SFJW3|lMc}QY=v<2?nu`z zRB6EXUiz`R73BcXOJLI|lIGJna>;$>S?(Hh z+V{lm=s&OigjZNqqX{C}FBo6&Q@PDBx=(W*)-PsiW{^LA`$ZLtd@PS=3j_7e*;Y-V zf$vY(Mgg2SrH)b?^`GT&`_&A=p7$@_QormYM5J^sRWl`dxQ@#7ifYe(b|An~C zV23ufsW!GLkYCICi7EYl+vZ0pSx-F8=`zQ`@yyJrfc$a)aY+q9D~nB38$1D%IJF3^ zduh52aBDC^+O-JRBnw`p!yp@^QcIGggc&YYNi=kyVO)6doX~Ic8raQ_8-rw<(o}eN zO&d_0{#;PAp94kyg7^v{F~!Z&qqk?l>t&ZuosmkSc;3#9)0PEhXl zbP>qE$PzTsPi<(?CNi0Oat4!6ViOY#g@w};)FRohb#N<|*c7{;Z`ye7dC215G_~Xp zs7%{D{J_SOjXWRa&Pn8c-v{9&SMK7pdLcO~M9s=31R zRoPaRF{8NPc$(XRr5$_JJc!qTo*JqEP^K~s^-$**5@NLck<|W2r98w){m&vL-p(h4qF@Tq|j5s7GP&Y)_3$`4M&qq1a7R zS(pJbmB{bXTPWlx^@rMnB$CdveV@pO^A>Cu94Ec=s{3c`OP7(>vYr|XycC*OFKUQh zx}AAz=yDbFf5V!ef5|;KhHI$X3qhXQ!;x`r| zcai$FxB<%b+v#0X6=O&>kruy8d#Mk1Sbqr%K*E^%qBqN1%K&(R(hSIWJ@Dm_H;4#=w!s}>M|nU2Wd z2<(UyoG%drAc!l24;|8^-2)c3c`VTP`e29ukge@Ke4EW;nGS+z{vnHR# z$E?T7&rZNwn}W)*=P3;?RMbD~#3s|ax?et7!5UiTp|&tp@o=^6V>42eY(W%*?BgDg zh~yijG2UggI!@!+uH9>D=G@#H@I~%{f^6@$-S9TlKW%ngS3f9Mq%u`EdN zgoKrSHa;9l(3+DUOgW*TL2g-kii+tU%#mWT&n7StcYa5{Ai$%S^#R%<-38Y6!ka7S{Y$jOs344Drsr1qKp?%cM>?9%1y{_NCWgV)PLBPy2Qq`x8}#gHl%N+tYG(Wa z*bKVIw6kY%Hco8{isvuU+H{fis*F@-nzZ)RY8J`_^}0HADp~T=~falClk&-7ac6mqE27t+v2! zt>&Ty`{U?2o4nzC=q$ghENl;%;zW6q9Qk8=`kH1`OGu$Qy!3RL1TJ3BBE_+E*>;$% z;#X@GaT-gkIu0wZ5YB1&Ni5bjiM!T#vYeWF(oXX3`3+jM>r5)|t_KnuYo+YGq`X}! zOp1kdC59=C*$oRzjHcWgi3?PDZoBE_4&0KWyNiN;88lu#p}VYTzD6tk;&Nb^*65vA z18AOxbiZ}KqrjXmiIx8NS)j5*m`dq|(#bOJgRv3pi5#0oH&t6+n4$!+$5y|;X{Chh z`XpF=^ZRw9iI(Gz{z2)nh5HBd<0ptv#*6V|;FG7F1&NMkTU5uWoJerELSEIC5 zH#9Q*jB*r!yO%NAt&DW(pUI$HVZ6y4{(K1vcL*VNS?WC4fZTp5?P3cn;h zmYYTHV>(-}M7p6QyT-xuJA4f`pTk;ArC59{0a9)lI!FnZZK(B(Gs zSVJe6+d^{zmU5I7R%cT@TY{uWVL0P`#kE|Lx~w;5aM+!r%2oW6c6~Rj)zak#1M2jr z{QS0sK-S{T$6WO#ycMy_?{~X%(ZPG((v4v}3>@7Il07lYKR|J*R9wHL=_DpKeJpBO z$8vi91_n7NwJT7HjkVuUjC#1q&E-i{VU=4))iO+s?5kk22mSl04N)7@G0tbtFUpqW zk8?en81TDCSfz-G{mlk)4qqO+NokDTvkUoVGk$xU5OQrdC+b<_IEO1>t1Z5XaJ6~4 zP`3;|J7awx^$e^uH~>syuBHTRNb#*4(C|yXWk6I46%FR;@3?NYCD#zpb^R(g#tFP|jPCm3U`kbM)d8QTCl+?bnav@nc{FiVz7w2i_~^KlNxb~5q*PsE zKI%ENj>ljSnsDI=c_9%T*|t->)mqe&aV|QZf7YZ!85oS*5jAC&irS5uVRd(zMq?{A zR`i>-!ux2jG#rH+?1~X$WgM3&njOeLuBa9j=~lDTgsF<783zpUKil^>>v#26*yt9% z_Jf%^B`jD5*=}LRum@0-lBSeTa(7#dgW`lxY6O|2jMFW%^4Z5=GM$m(dQHJ_K3n^3 z`nzW?ZJD=G>x%&{LTw|Apj>Euwcx(tA;Z9Olr`=z1nXGC<)M1@yZE5lkbTtX095i^nA3k- zqowaTe_fkr&a3K*yBoFmHLxl#3qJHveBFb|Y(YC}WP3?FRUmb!7lUkKn}`BeW{LWw zX5*-u6+VpHmdrDQFIDJKyofy?JO$}xFSxzbAGYgoKWL(9s3>V0DLGwMgBQ=l78`|c zDj3Y?s$RTuzY~JY0<@weAKtt3Y;x z8zwvB!SRQOTZ&_ZS>Bn1P4`jsS!_29*1n(KQF}R__dG0?$=x=ij@3^(*DwLNaaki3 z7rDLTUJPS(N&lL8+vGb6`<9>0dd*uAp=diFMOz!fUP{!hkf&XRTe&K?$C09nGl^N8 zLT5zI@0_>%tWItIh|{DJ{gc{d4!?@zMsttQj(L@h-o4I$o|8gx^rS&UzEw*Jxl$Au z%|EOA&^g2|U5XV5woLj@BZ(A{Y7wp!`i=xqdf z{7)DRbT`xK#mmEmVP!*yUfH*`>Wi(hx39_a%qF+edi!38stBLZ1qvUQfET`IenWOL zn=SsJuDX`mRw?{(!MUos5#g18%`oI0g8rqPoXB(hu${_tzo2PXMQ`i1R-rFk6_{2HgyM2bOgU1&gIl4nO; zv@NkP+LS|8u$Y!WaE`YuPc}I~Y@!w38!(afJz!2*b)jOnk<**DN_|U5>os3T|NWIp z`ncrSHjT=(gw^iDcW!oD^j&>U=W}E|OE7EDszPq7 z>L#yt_^Bl2&*{rb0`Ya3>5E@gA?Wdp-=>^K{f&Kxc=1iUZzPz9nm@*%TDY}-Er#ZB z;QdXyn7i)B*-nk*9GOHcPCn02x+Jezn|^olYmM!px~<~SnRxKodL(nv%b_I|VT=~z z&-Kg5Zj|f$VnH&;QA1DTlUHgJKPGF6R1BG}tF{$?&$9(Cd-;1-~Sqdn}9aP{JyxE5@ zlM}`z*Da`qwue(qNOtt{$%jiyjPoV8Uv-{?hp6e*;!d$DKRDQxG*hZ7p5wnfhCE= zC+lreogjkswg`CA-B^wh=*zXsIdF+UhEWMmvsL;j^KRF;%dql#ZIhv`#xE#7*PnRV z;~^tcL6bE5zRdS1tE^4w&oJC@ zCjRkyALs=D!Tbo7`0hlZt}wUhk2L9F{Rtb(%P06(^{+NB?j!2)h-IR8tXdw;p`fDK zc6g?9tiE$7zwLd6Rpz`k$@>aL`drNmc`=%;kZRn?`PJj&h0Yx!MubqiALhLLgvoX6 ztx){QocSqg86quPQBOV=EfwVwIf9 zUzV+XC)2?wv1@+v!W!7HeRRQz-`!*fqxgfp+eG(yV5JoNUr{fn-5ch_Jy5KAr-Bg;X2F<>9bVo4jw3g5C3qYK; zO_vCjMl(B{7``m4?q?Kf@fvld!dH&E59^Dk^^!S{80ih(uQ3YqrwJY%IO3Z#V87l* z?$SG-Of47mk$dyhyd7k3NqRn6HAiS1*Um#+K^9!2rd#QmO2fw*_;5B*3M>X~DpOyY4f%|20Y2Nl85j}$EEMiYON)=tJQc6VvwF`@{IM>twK)$3)}LeG$D&w(!0vUFtuPle zKLyU&2Vri4TNW}xd5W~9@a1@ulvQ-o;;)z&t*SB&ux^F<>wI3;)8c6&rZ`Q1znHTiz+L-l+I&^dVwdCd4n+>hs{Yq z+Lcsd&xe;SwAsG_2io|@vyzq#S%(q-4`c5Ej`hF)kB1~9G9t;UaLX3SCaLUE=52(m zY(lcK5<=P8vt{p1cJ|&YJ3C~r|MT7Xp5OQPKfllCoO4}WUFAyd`+dL0^Z8iM@r3zt z|Dl8Aoo?<92ig~^2CJ{Sb{Sza$m&GyQZdjkmvE`SW;%Prh1TEVf%LE6KA zbZ)H26&5RYj79EWC>HYK7o3FrXGgWsUN0d&GQACK(OVUyn)CC13Dc ztz`a#JOI$VHtIb=o~bs=v3yv!nZSo2Y-X-*oH;HK61K;6rt!Ao8EzBGQ8$Av{iYDHh1_W=@pSXV4{85NU6aNA-GQ{$y^{EvzNJIapTT{=9I*{EPvep}G zb`49I-yvZ!$me0as#+$+Lc4@9`Soq(2L>DNj;KjE$9IIAdfJ>j)JtAkq!(@_A6sh7 z=;f~4=f>_184$UjerT(?gEo2SX)h|HPA}O?gIAAV>;M0z3MrFeo(c6}`9M)!Zwd521 z>x$|aElqm}8B2TTxuOsm(h@R`z3{lNcxR~Wir$&9kR(z2N7B~R9McWTK>?r@} zwefOipV!pJA1~r5km`(B&p0f7`Sda^w%zDfdR>?8J2Tb<2iHP2qNnGsMRh-U9Cbp^} zwqs$}yzN$ki&M%SH;SmIYH=Np+d_&y^kgi$!W=%{ef67~K?NcMn?~pfeCwvpErwV< zYPZye0psbn0KBaN@CNnfi~OR-`XW<3gM{APUAEg=nmRo}4I;+K6=BUd3HV#@<)_pv z={j7)r0M4?#-bXSWCA&r!f=fx8UArURI_%h!Y0V3so&|$UCo4^aLH?BqS3tFP>0(b zu$q^WE*g`x5jubH3#O{51z#Kd)+VSC@j@k)gf`^JM%@BtJ6mE412Z{FjtrIgrO{i{ z5+4*%QIaOA0vZc@_h-vPq;i}>zwOT-{q9v@S=(frxL*{UHz|`L%eDO>CwGcqI_nk5w$=16JN800%Q$FWn% z9+A&>ss0YN!HuMgzRY3)5qxhyjfk{9`E|i_TTgY;D+zo5Rt>3kp5-WiW07oIGR&yW zYp2o;2+T)SSFE=V9a4=ZG>UvOSk`5w0B}yKzh|PQiq?JpzVo#%5nS2LLjeVM6Bg1r zXSWT}fp+vkxD~1Kl|xb=I%)MsB1UuPBrp0$TXV9pxKJ*<5DTqV#OUjJ;YV7mCKRO^ zllVigQ8A+HLxTIsevo)SVhLd}>EqX#$o(v#q!YojR2BYy4cPxm&lBMPcKv@wIV+R% z1>npvt18NJzW|>V6L6X_%5qp@n8# zD5watVg0Df(!$TC`;2z@I2E{%%rBj}LvDEwm$)p1KT>n~1-OMsU56LrWJJECL^zPH zfARGKPUv!oa_Z^KNYn|#hx>(-+bFBT0)Lud1ZD6~rG2#P|C=Ll`f9I;zqQ|m(Knlo zMJd;I*@`M8`4w2#<#M(3N2qp_iMMYS5%#6%G^A3a*V(eT6KKhe2Z~Hi@}~3ba<_e? zR^Orvo~}NS=`B((n}VUktHs3a}4W?#!X}ZQRNWLtGY;iK>{}Jr9cbu}w11*lXKkmMC84F;Uz;Q}Y4bC4zh5)vZ`3 zkZANP?)pG{8m9?%C*B(hL_H$3Czc14w5UoMMxI8HayBc7(_`|Jm27Ire(KkH^e7z&D7q<%^x}> zrpi*Cow!pxu+t5{M;>I`f{d)d9W!&gwCkif-TRuN2*y~+CX?y$S;dPCIE85U ztWi}$UYgreYlDa{z4H4HopOejPTWX?w8ytG3X3=2OwVz(_Fiv2mb#aiN&F7m1YK@m zfvV2%^FO?-H3H)aVM7^xzvLRXB^_)A1UAt^=dp)FS{}}Qq z${<0%CPC9U&Rz>TVU`-`GjBNp$*$%$+5x@9VlRTauDqK>RAX+=5YflSF9P6dDMdYiERXg!)}WiRMW#81a;{D_L8AAM0d<25ju5O{isX4FN$PiR{8utLb+NHoa2f@V z0yej5%#7}jROXz&f32hRjWX6}*HnE|N1Rdp!#iM((&~&C9#?umJqM<<@Y_xbFGLaB z1^1Tax)+kI5d)GDSM>>DQIKk#R)rQ$Y=e*NM;#HZ$QW{KtMm?oE|A*76$*8G;KhQ< zAta4u%3#vKU@{=xD7nS2Vs|L7^hWDpD@Sz+2=3~Hx7u#W**qHx-PoM>;73`sF%8 z!8XE6Bk@3bSbj;1umy`slcX*1-)5ED)EDr($4(qOuTis{5EbGqaDbeHWQ_{gm_xhO%Y=XVTk8E8Six) zjo7V4WLu}+-C(oQ|8#RyK2D&t#tTP{EIk$(UONsU8|zWlzV%g2ja3wf53ip#R5V4j zr)fGVd2^SpLR$Jx>8FaTGB?GX6c)4}<8^(H$$0XY`;63Ej2;`sUwdT*T6$Z2_L9Wq z?iAnRA3~tbq{g}p`mIffVYaZ{1CNg7W(+NOr*aL7+`->dIX4eo%c}gHsk6l(#Nfe? zu}?G`%(8?@#LugbcVfyx12YcE)N5PCV8t%eFplG0?rF0F4Pum=i_F=dF8VRWTN4TWdi6(5dw9qHSw@f?h9<+P0PA0C zi!(#M-KZ{4JZ57v?&J`09nquyZ(K)+;mf1vAL8W($$Oy@S7NUH*WY)JH+%3c>H1?ig&ef%cxV8F(%Li_-OF(MhOJdXX>$%a6hQ@>zu$ z&sF#dCM10WOopqsv`+F~|AZ^>XI+j+IIfvjNHHjjYkl?N9t}iB8wBwmT~SRnsMSo4 zm8d%2K|4Z-ZV4Dc2dBPT^hhz;N9wwjiXuWS=fRW`-MWTfu-4X)=}CyB_kj-a*x8wL zLBC_bP$^gDPCVpE;(o>!H2Y3s438z_2bl3LuU{Jq zdVd3^U(UJCzJGADv;-;}7h(N&<{L#5 zgeq%r!aJ0dA_GKR$N6DjkAo0pHbUp6Dc_TCXLjKLJLJ_iSVuE#@e6Vx>Mt^89G5R@ zeON7i_=18++;u4;yKCM?)LqN%z*R4Q)*b77rq6C2Y7zXaXyA&)kv~h8HKN%Z1!>zj zBA-Jpn}eOz{CwF^&~QT3$(3lzgF_y zhA?x_2`}re!vKO0W@Sx(PAl|*#^|;6TtmCu%{-TTB|%J!vfRx#s{@)`j(?^V%JQ2l8xfcbWSxlH2^tU@$-UK8gw9+-H)Gt#hw?ePK&fX)JmLl4CH*^hJIz+S zLmn6_(r{622f+szvWGb$3m|%MlzsR;^x3gE(kaJAP9`t(!`k_LYcbvY#Q-G>)1t$I9ZX4Vsan6(@A#g#!}bdZ~eDU8zFXTYvp`(Hxc7-z|(lF<)-(dOCtl zfYfgL1=W19W^@V-t@-0XKr6Pv$@oWpPjF4Y22tc;C*?URkzZ5S_`rFl1j5gU6&zvc zJkN)X&bPbVPvMr|kS^--BnxVD~6rmA;=Zm_maWf$o0GpOtDVL0x9 z)$#^WBg#ucJgKxpVAA>>urc^K4E)4 z&C7t+<(EgoTQB9#367|)`$D-Shcq#7vqzk5xV84mBcMzyQ5T64qL5FN=zg1KgQ^&1 z6t3YE?+k0zQ(ygSI}J1!^}(2ivmqWdMkB?K8w05pjQ6skj&$q7lMyyrBz63}g4e58 zB)SQ!{(voiTdqU&)Wx^_Rt73`;0yW3w`^Xfx2-QVQrygh<7;N8D4H{chRf{jv#FK6 z2ehtF%XJnt_mzC9$71Qj*vQ5f(r~?k)ZO&<{R&xjF$PTuWEmNq^X%vcJS4x{) zJlds(D`pwp=3>2@55{u^^dl-hzWO{@#jtht1f(l}cIzCy>4!Et25zMGf0yZF)f~}` zcYa@@JB~3`qo69aAyh~;mF7lvp>u)|&6ePNm5)~K9Scq&A@VijZO|EK;vkZ-m2_90 zw9h*mOu`v{O&$wmx1lfpUnNFBLMqMLV+RYW>!B*XT8r`am zZ?NW`Yl3>DUe{;zGvURwAFt#EwfYQkRuVfFvucX~Y)(8yR?+r;nl)uJVl*1h?2?^s zQz8>ymuBiu*VY*d*i;{>&_%PtInI3~bH;^5O;52qx=%Xp%)A|A)zo2q!kz6PWJHA~ zx_tHi$3M(zMrb4xo9TkJcnJAW31ER4Cv+bxBu5#Xn$tTq_A}>VM;_QegZ?+$^>H=Y zJ-!smt4eM{t4lla9^0u>-EKWup!s8!%_AxlcuM*SG@I7F?a@i!5tom{h$+)xuEB%T zu__QVXtB-Fxl2xDXJ|Q%!f8F6EiRwnAETp{bA5g-&TWz`ftfjD@}w}j=gHc@#+}N}9dm{#FRyguT4eW!=-8fgYK|PrW$j z&+%w25L0NQZbr3Rd6vtaEl%h1#I8Z)tEaUkp@W(SCBJ1!Glajl!jL*`{y=PO^2<_c zx#4Fh1r>z1!$boNrId|eK;dlC&&d+3MoC(Cjk)%Ki!>#J_~WTQhD6!MVnmV8)!jna zy+TW*(}uFq5RVum#cky{Qj2-3|Urg+zH+Iaze}+tyd1-Y~8DWh((_Qt~zV!kMOdmEerKLDn1``ZdTJDg!qf%>m zvk5vN#c+AhFmJL*7|K}lK`ZbLJjwokPtPly4y&Z(PT@9dZr&5^uIkg{^)+z#Yz{u5 z_8$Y=kXvgtoXdkqHzU#x=9q(R9LlS=b}hnRVLL)*FN2l#tGr_9%qFhr_kI3F&aLy$ zEC3}Dw`3%oWemnT&h7vZk*$7DYOvhVDnZ(olZVl?$G}xFEGz>pz3&%V^YENNZih+g z7zD|d~qi3^$j%#hZBwIbY?aTJvH8OiXAF4W( zsk*8EUZ0%&lam3d6g$4T6I?Yn8^_K^Z@%=vCbxDy_`M;1`31G`%L43O^wI=464%Es zh(HTk6{pYZ)i4Fk;~XM4KGLbgHsTPlt&nC?)DF)U;8co z&s+^%S`L{FT~$H2)Y6Zm<5HWi#QqjF4W(4}k9dhHssO!ryDUCoE1Jea~s| z>OV=etPQt@du(B!lIkm($elO{K~-SY>})Pmk~$~Z^gnLlf5~G=%p^r+oROR=1#-xF zFiZV%PS#9Xq|S&p)~zk#f#f{<$=Wk0hPv%^S>_shbBfFuWBt|V{$nO)1ZDG;T4R>sxBZtxi}_pi};&2#^enavIqx)*6>u!up0dlN`H5rIahDPGcU4y;z`?<&kv$c0Ddr-2&fY>T%~XgmTOdD zp6)@Ag4-W9xmZR~o|k3ua0>HkBW(y}9&S?H ze5HAX!zQnY8EYU@PVv_h{tyP#1X37@en#xThS-4uzMGT*0%UWBQYmX_%0)sNp&^!^ z&^%aYzX>X3GPKEmp%|}^-EhMTlFix)`9>o?6c4==)BXUZkc@?>8iwe0E-Tr0|sA5{kV`!R*|6vmDQ~wK- zAhrm@Vtt%i@Anynkr{6q()j=f6yI< zLQ)f}ShU$8{BD+QQ>OgaB^ErE5gZ7sDGELux+zl={kbHvu5e6_Z@lm3)({PMf4Uk+ zaT|AQNdSA<_dqJXEMc-Q?U5dZuQYUnwu5Y#_F=SaDY$P^+auH2$i-Guw#R`Y9dJ|# zyZ*QFEGAY+c#W0g<2mBLT$2CtMGwEIZ>gj!?V~OtkIHT+Pxs~KU|M-U_Ki>%@P8Jd)S|2K* z7dZ%W&O*!z?oUeq`yG)C{5ka$N9d!j@by1_R61-Flc}K!XOYY<;!U0bZ?Yrc3{Lr+ zY{Feh5;%MfWRD7NHvEEVU9&Lwk+~Q)Td9J`erlSe`K7_)`yGZJNo&f!A7gD>@{%75 z{lB=#zkFr&4TSkHjJE+A-p*opAH3d3t{tD-(TnUOEyy#KmQIQ_xgU6C?lmFxl8*cF zwh?g<6<-HgOWdJB$yaj& z%lY9Ngsx@PzW`6X;7JI~k~wOyUmfX}1Hfm^heF31N&gC^L#PKTkmjNRog7E7KLj@@ zMu2=MHU`U2T;{^nTwY|5BZED5fuAks9Z;`BSd=xmwVtc#y4r{C?bYySJZ>dx=}LJ( z#0N&?GWc@8HoUPf-By6*0X_YhEY>J8A>y2`OPg|COm zurI=xZF<^9`JJ`#QCDz1uEFNr@dfDM7T;oOsA`6u^Y+pl3_xRXCu~H(JME=n&^BUP zfpOaMy(Ia@98j6g<2TbYreTzu1s`1d_|wH>3kVgG#Pf&zK#;z5!QIgtA1la%e}B&WgY^=#!3=%AGPF@V9cie`)hV>~^cV zwxx5B;ObS-Z|ZnFBX)s7YlOvRe~K!%c$dv)%ap*|w&2GuKooDP??>=(YpGU+EWn{A?T+d^W@NV@4$~(mXK4T^xdd_bDZK(-HJ^|#Lw$ny z6hMhJr=-Uc?SQTA;VKe$Fa|u?ydoi^506q+(c?DEOAYkwF2rOpfVtX1W{57s zOICSzU=sb)n6iv*WXb`bdt6I4oTPR1;oa?(?>PST$@lEhr`0|9lrrqV^f(CO6!$ z4f`Pe5YWu%lAO6a{tDi|;KnGOEH*H*St2?)A!3k6p*F4eH90;!`})PDPd)8*ZS=?U zsvl9-dUtj1iht2g#|(Rs!!D^o&ME>ou3fX0Bl7G3}|K+b9w`J*c&D3(N)t^jx z^2%6W3Q*4G^*w~cKhM8w_Np1A6oloabY(E2A{1XRFg&&$;SZuOX>Ry>kxNGM5zm2F z_315{`-g#dFMWV48LjuWL)#kY{1FCsqz-+i*b@t6-!VUnFLr&VS!N#W%`zn2h2<@9 z@5`ACN}fpgVJY6v8~N9q-jrI=M{-))8B@{V@7g${<@8&?czHkk`qPW(gt{^ddy%(H zM((g~^-EB1|I?9Rh^*UO2eWoF=f*5y&8HU>$6AulG~{i-UGYVeR5qw9MdJA zW=@UjPae z7Itr?H_2x%V5f0$LzJT$;f%l?g`SpHUas8>><@b|i5>GaHn%!O)r8?wf)1xm7j%;F zUcBFBTvsiM=v&}Cu}0oY?WURT-`0u$xVcBJd-PmN%y8NR*xxws3bfkAM&|8P-1zVA zfEGZlEG0;wrCb0+cof>tm3HA~JY+%26+W1VS^~KoqvL=yoD3mXTP6iM@Ad+uqR$~& z9kjG9*TZs6BR=|>8=rsxfo~k?-XVL|$A~=;fs^?F5D?s?DWjLW|E5)Etm$<`Zdj#i zO*DyNYG#78P?#`tqb*Fhe2&B_1o5eMBj@y ziV>d6E~Q0pF8hINQAy~iUv9NDcbClmXC$!V9flwiE$%|C%WJDL}s%U2HjlX&Ylvw4sEg_g1YStT&a2O9`Na`&vN# z)IP;q&5uVdC&a_Sx(13U8+A41om8Q}iWe1He|qQe7^Vd6yQ~68p9OFbA+r&?0d@*j^Z&R}?-{vmf=l$kyO39j;5u9iEMtH}^|QpN zX__+lI*)?x{Tuqr!1VN;|9MbCE0d>l{l@slX44~9MW(xaLfNkWVO3uA*im>A5=1R{ zGH?>WuP5`yGkBXx*Lf8V&pw_Sk`P`d2_HSpk_-bc9HJfna^RK5lGN`lzTTekCJXx% zC+N6iY07NH%Y4fU#gv;-&&?}y{uaD`XS22pYsrpFl~yP}zM&^r+4ll9Zt=2lKwzeWp=-=E8TShkvWRk9`HKi#$< z{`39z6tpMfuXY~A`la7M4XGP%B6|k35y$l^d#dUq8#7JiP%I539X(AbWX&#}zv2i( zqzh}uR6CVZT9OX5j^ls+ryJvqm=GkwUg?yk|Bny$9~(xK-$M%RbP^`~pBBnLZ`?PG z5TnX-6Z;>JFRJS-q8R{*E_YI>%1cr%4@4;hL)H@zwea}g;JYH+=O&}W z*=)N25_}ef`-g=h-)IKdGo5{5dIu!C7*Z?l>_Ssf2E&Q6Ki)t(rW%ICqR_X0npF(pw#VX;{hMoRUAhxiu*HJGm~_}wM&q@ zTS*O$GtFI~s!OP>D!LI}iXqb@I~R>rle=TVa7RtXA*UMTLfK*A5Spt7{Rs<$Rxps;fyz9`!x^mjRAF@^p={;uS;9<(x(EwfLTMb^9Y`%WAPjta_!|Kv z#?1%ea>rjTXNJ!duFdv)WxQDK?wEYJ%=YJ&130XG9BOTi=H=MGFAT(37&w(~idFx! zl}GpdkM>L9*XXT(#*je*w7E*}eag~4WtmcBFa;9K*IsM0O7=*03Tfhv7M}5o#lH#0 zSTABH7)yB-^}I(kFcvvjvg=tSG-4Y+@%E(`xb)i+;C}|)S2;9ZWw!eWy^5rg6+@ns zY7p;BrgUn#H;3JTA50n{sD}|s(G3ugqLVwTOK{?ul7IZ}QE`&^P%D$coLqFX1n$#v zL>mVoW5>Gvti`JAhP$0A7=0UOJ82Hikj24eqrs4d95VJRL*1wB5*X2HL^p9it@NeG ziT>`A_>)=Bha~H16ZfM*0t609KG(uq*=A!;@ z+~F&QJm2{9AP>Eh8yjbhz`f=O?acu`Qdu<7N>5KzI+rVm9`lGKd(xvNDsM*3eXW6s zLp<3-bE(7OtXdnv3~de}$;betEuXf1YX= zI~HpS0hgXM8v0$~k9T*&FCrt+RRreVzl%xz!zmG%ht}F#}8Q+P{^J zim_bhtl>37VOu{yE+I9==KyMK|Lm@7hseY=NT{+0TEKPgYLoTW0q|#~sdEzuxG)~W zjXDGy)1H~Nqx6fhL05o^)}VKI4sDk%Lsgz5qIuc{oz`t;g{VfPj6zI>>jGgjvqZ~f ztTjF7S|#%dR{`5=aGht#u9!w9G8#p~Nfk|Krb?#rOD6xag@e*8M#f1_0X!dQlfG(& z+fU}aL4(GzvSAL?q>oBpQ@{9T2;Pl}gNPjP7@3fKWDw2Kyld^~3;{-J$#~;5YJ}ut zH4Ln~7nily8ep?3a=sSzr1M=H^BIT*Sa8Iwjul{M_+hxHH0XWHR6 z0{FyM0_aZdE+sA{ru|Jh`1VW0LxFpjs>Wv?5*XJ+PLJ%e&yRs}Vhj{9%a&z}jGgcC za~wcw+c1tuCq_BnPPlBz{mJg~3#R2-{X8tmkCV4#_hJz?){HfVw65f-vK;Jx8hCV* zrAYf`V-@1LEPues+Ws?LR2dZ2;XF+x)5w*Q=~#NC;%T70RT`O^~(t0viKsI_WpW(zgT7gy@SmeRKPMaFA&w*_y*= zaDgbYsPhRYxpZ@d2BtgAI&h)U5G1Z)W5mi~oIM6$vKUgA$_$dcvv4$g*}j|^2R%|n z?O>Mp#`#-XSVfQJ`RB;02dMBUS+H#8$N6gC`2tto%%Zqwfy7cdGjN(Q0nAuC(LfhV zdM!GPXl(OppKI?XY)sGQ4|@Ns6dN%@uBhVqold86-In{1!{P*~Em z9Hb^1A#O6!R2BtFp$55A(OQq^aQvl_+@~y(>CQR|Eyy4N;(-OH!~qg3Hq91n-r*AU zc_}Jh`7k<<(8CrWTsYy8Rw5HZ%`0+V|BZvv*?}d(xP9#-_5S&5rwx6^2V5CNxp(e; zr`i^jgY-?|>(F--NAhBp3o+|0r6&p2wYXL8fs2m4J(-QcJc_UA`!i-+ z=kIEA%`s@bKS|6up=|7<7$G8ckqtrCPPvGYjPU*DK+c*s_OF!uU$f`&tC=0kKzzxn z*K-4gk8!>>T)5sZ6)Hb}Jd<|Hhy4?pL0w+0%h~^~a9dJ%(({thqrdeXy+nm_Kw*KR z(X{dwoNJK^yuDnmx>6=QQ@Nu{98&|ewG($T&&FF$9`=tbvF)tcq)v@`HnaLMFAD4Wz_ zs(cD6<)r(zMmbj)h`5Iqs2h0frvYwsK;eH*M??sh`&fn*A1msF9V1|fggA|~tRP;U z@oH0_aaL0%cZ))p_iUhmc%>X^dNrto#Tqc}D=V)cb?-^%E7Af5XF=ppkZWI*%OxS_bxTazXve zi>((~D;2e(YI|6#0o>#qIg6#@2q39bH(&LOcUbHCL{W^O_PoFQ;_?{{bN+jBF zh)>w3l@bw#H-x`>FIX~(h=waRFU(>2FDmM-bp)kfXYU9WiKLj^_b{_Rk1sbi_!0N`f*!5Y zEOC=SntH1etr@Y|q0_PW%JGvPT&Mi9fNNJMN}TQry29z_s{K^oqf{a&vr}^KJq2Sh zo$Bs!@DJT#Ezi%#mW7+-t3)kp2?jF(7b005N32Gc|HKik5LRNS?+qQO70{?3v5hwt zZE;fP9}rAFsNGt*h2d?CHvG@@4?q6OpK(3h*>0i8u)Dj=D$`mUUMTtAmqk{~DNl#qtNgsQ zV9@pXmY&nkb)t7-)HT)H`)?+-s<2jt=(BFEQJL}Uv%QW%ljgsz>$gzOIX6dCT&PZ( zbg#~W+pH1EF>U@)TCFsoexjt95^IpDAs9hbbBY{hEYd!NdR+AtxpFf{`x~1zI|r#JzjxMWJ**bQLrr|8(+W z{WQd^ksE`qwPhqL-QLWpJ-w5Yo+GL2BvXFWX5eh1os)l&5DG8B4n&bhtd@`VM%FcpbG2&s@>|daqUYBgDgU|Yj8{_>C7pt5 zIV^1Nu`VQU)3GQ>b~M1pB5$`Lyn7%Tjc>=2zx^xmoN+wMz*C_<=CxfQUsU*grZHHA z&~-Vs*Yt7JS|9St6ud!2pJi57$bDmUETh%l6Tep%w*o(X;zq}iwH*7`O|1EnhYkKi z8HK%`wRhyWF5cu{6$qjq!y3WS$77HA^#j4ATdNc^PFueOKdplG8QjFlte`J&Blwv={WmJsTL! zM7T==ubpN14!z`i89d4B%LJB%{i-@O&DiR7KD93$&a2uPC3$jVVw>>N6BQDE)r^IH z#1UnTy0w^mLtLrh2}jF~fjV=)0v>nC-usJ%P&mIRZa_^SIwqtqN@0FEX&vr|NtRZ^ z%$vJOfQ{V*FJeLQ+O0Po!s5dZwQH!KDXWwA!_rWFs;t+m)Dctt_|g;EI7fSPnA4Usw`XaMnZBOlvt@TvUK|2q3n9dTGT}uFZrlk zm*Ri_+|MimZHng~*7}G@rJPoBIe)H!L~1^K=Jp1LVK%b}n~-Ic+?`-q5X(D!X9MSX z`0+DA$bO4D6nA=`>T@T;RU>3>OLx+1J|c`Ra7CNvMQ zAjvIeFxyajG{i1aBC`tCiG2NvH5&B-%rkjv0zF((K$K=Cn)q5jd zr(an?3XA30K-j&!rF-UgXq8$-!v-Ek%RFYyk;|#NzgPecs!{sM2qh6F?FLoMdn?`+ z^;;%%3W?u4ZM|i`6(R{Eefr zFZ$A`cI zPdtf#a?&e91jC8qh&fb~I+W67;G2v9()U#{=T$C!Z)a$=DjBfxx1N~&lKWbr3qy(A&7*FF-Bhz(55(vrVPeDS_^ zA^p)BLyK}f*&98Y&7D%BKH+o42yCcp{GD%`l4Y_>GN&P2C0l=)c|a9Kuk;yc#ATft z%YimTl)^BVnWtZ?!v1}@#*>PoA?Kg58delx6p}^#t3c1U3(V zztnAhxtP_->T0VQRNecokwO!}>4S_zVswJ(XxMQIuBq?O?2$ zQ!azXy_Zs#4^V5%e>A3PFmum&*gRy1skBgsWphY)iOQHoH*G->*SjLM5-<&3DXwrg(-E@~|d z=cYDL$69~!oz8LIU5gJajVZV@Jfi78#ifNoeyO}si^%pEp6vSmkAdG%@b4%=ZV3ITU3lFP$uJpbAD>Ih-Z3(Le?QcD=I;MffC(UtK zW~_ezyZx(L?lxIuwsn&a=Q8Vb2)WF&un@hn+^Gy!F7()1az&FNv;Qojk}IFMFld=( z*~O?~Od&Z3ZS5MrK|_prf@-mOOgK)MZ=a)<$t_~f+nmpTcC|1_juKNCjRy}MxPXQ6 zpczNq13`5yfv$5v@e;E{GB0N+{9-!YT?ZlNFK465fKB4T=mIOU9mILkkXhV7p_4F3 zTR%axc3~}TkuU1tX~uz zuMdT)@rLT?>rO9D+07S_Qj&=yIf~=Nk`jleY=6`Mo#l$+((TO5kLUWt{~o&bz?DW+ zilnSr%;^&3Huiq@Of3?unCNRL#axrSdJJDUJfaR?*W%&-K!A4^!sVEhkGV0Ih`bgJ zaaG+*_$*ChbGO5|bI4g*@}NJgc*dn)rxKXhf;(U&xgk?tfAfyq6Hn~tJ+*vn=7oPa zl88RU$)?7d99xHHepg!7l~L4iKCsIFaJ1)u%=YF>QS~hf20rNwO(t9zt&x0`L)T<+ za{^2AretY-s+y|%#ZXl=E@>wlSy_U28t;c}bup(y%j&djkIbw*mPLWz@}uANF!kiE>G@ox*y)z{z7 zYG4&)c1ME)wz4)Wb58KX zzCFjZUz^G7PC^`|cy_}5)OEe^$=$S1&;MUc_y2sQg^3QoYxBd+##7>-aGCQR3oy z+z@-`6t8rTvffYpo_S`n&ZldS(S@D|*~$9-EX5;VS2GJMM@FBSf+&z(lKA4&_ywtp z=OtcU40-2$}Pq!+{BxyOF?lQ`xLvH#+iqC4i)wxc-FfAx>yKfHM5Eb7(kM*APE ztY;Y&;#u8~W@ybwu2cUy3ry)@Nwnf>~Nwo!XD0|I1pl^(srp6-r9x?(Xi8kPu~# zpg*u6B{15tf{yZpSMSgXI;@;$cHfSc#d6qj5OxC=i)CZW%KZ@CWvrsEj%tlydz7%W z^vuuSe^bCHaUClg%WaZQL_|m5z#vT{-^ihyN4*@#V{wuFSyGQXE=g#VT~*ic!B&O# z_l38{mri%;>+5-bn*N|^ENO0T#-MiWPL{-+1p6!QXI+8o|88wOx%h_Qb#Fkoam;Ot z)YQ~_jIvP|-}T}bRKJqFc{Ucz4Z8jT0fr6!m&6m={YaT+L65II1E25dyVTSh*#@@< z?9rvRX>?03z>KQ1Fw}K{goNa5?QIc?G9T^*{J2cf&QTw?4vO9*fU@mN!LKj}mf6tZ zd}CeNPmOl;fB(`-&f{wB`TGO}z%bq7hrWc=Pr;g>XV^+k!S*cR<<1H-Vy;e2OZ!p; zbBC%VkRSo6!7S}?&T}?6N}kZIs9F3nJeh6?pdN7+{MAoeW!`x8J)r}PI_9>T5Q>y| zA`e&Ydr%O!4CNZ6sb%Zf{`w*A1O;2a%kKIlhuJ`e&2TZOsWFw-0l9y?{V?Iq^Ph_0 zYdN1kKioh@OKIAu6{X-qm60?V3h{c1H4F=+!n!KrGE@->K0&6bsVSq!OVE8VeUgt;ZYQR% zv|m;oSFu>t;q#TpxRY}$i@IZRagkfU{(R)EkwUY`4DIrPq>i;?V`DeMAgt#{I~VH#BMlD-r0H{psVq--?s zDAPWJgC+du8)?V)>F%e8lWC^CACb_(OT%72X^df)Mj_f2!iI^)hSCFD;U7mZA1vJM z_@J5g&p?T$UwHE}2=t-9BGa_YxY-I}Zfp zI9pm)o0U5EWdfe`~tyvVDY^+u!-Vc!9)V z*mZK$)R(sK2ek*Sk8GTPN?eQk$$~rHz_kXV%Z&1|Ch_svT5j9vy3L8=UbDzNCl|<6 z_(;3l0r4@;kIo<(;&HsR0g*ALzu&@i9%7^=pRb8+7_!tWusPh7bp}uS5~r87AF8?c zlR_&{Ybn?I0f`Y&dA$?Lq@d~=?{;8X7D8*e_0>@EO}JbryQ%@vLp+-_DGvm>l0+? z!o@jCV&bF;{D*NBdUfaQmK@eab?1!*h`t4J%-lWeyN5ePEh>vbp%j(o5b-QOsrv+# zkuinf$==p)n$0;EZP`x~k`wVVVSBh%=z&b6W3mJ<$^Yz$H z=HK1_fl_o8TsTC(hxYF7j+NROr7|TCzH96qwyfB=uX1+E2nNl2a@fgB_^2Ol+F zvfy^~`-@(BcZ~00)m#+z3ClMjsw=a+==si);`J)+>E44vB9EH5(km4IA8BtLRrR{H z{iC9QbV*5rlz^gubR*r}-665)lr*I~OL8Yn3>B z<9q8Ba`7=H%eq)kA9nP3^5yjDL}8_6!ZTUtxMql68O{ir(&D3m9lb`u81g}f>I&v* zZc#>?&@XDWo_`)X`AlED*3$TI*HPjZhYNkb6gA<*|?_=6>Bs` z6yDxgVrY=qO%^LkS@5|XA*B6EYQp4P18_r9G@>&)jZ+&D<6Mo*hFUTHnqRp_J` zqXsl4TqW}SDW8W*Y&W3`rH(%P7{ztejk^1_7%i!os+Kh*X(<^j~SW5=`A zuH*c7f$fXFU64Yg^@m{OBShD5aA4+&mGG$cbN_G?H>4rD!38#xeHP54Pk+{*-Fg;F z)<1l))!@IZmCbMi)$Fgj>S$aT-XhsoSxgAMe9LWPev}k3jOYhNd41QDLN5(`0S8qH_w5qDBQ=zca1po$P0gIR5 zn?MQo^+6*1-bVr--^QrzJ(Eq#pI z-I^x_K4xZx;lFP{sif+maBs-Kly=#nlJtXlq%1JEn<@mbR(9Br`>yfnui@Uq~)+E;E z*4JxydpD2e>qFQcUp{O}Bje;etHI^_najdvbu9Z2bAhYWYfuoV2@tvihznl6j!#)_ zqY^k<7(-7`MULBfK3_fDHv7DI6Wgn+{~_T&Hzu)yImkLH)_xz7l1e7ary-b?z+%h| zjcs6i_Dnp?55g#tlT%ftfbx90S)|H2Noji68M{2-2sA(C6tsKc_)L?;b`s{HtY7O5 zhu(O7wZn&ikok%-@8$V+viU<$uuN9SwU-Pm*#c==S+m9@tWBt%vcv# z>EGH^^HcReysDy&ic?S0grO1=67NFaOm9a~+150G;zVhGdTy2bGjt|Lj#}Ekb-OSf zF(SLs0sc&y3eO$7p_;XmwLeSC1bcu@c6PXnQa^k!`*3lzd~n=$ zu{M$s8I{?$x?^Yck7wy{@R@*6>Gj%MR={hjk?Zcao%B82J(J}#ltQ- z-w0K#jpw6<5Y;4M|gH8UZ(`te68O)jG)h z_yERwC80?maR_x@VY^b%Yyl&L z2kj548l3kP(Q-i)1w+}}5h`8a$Ez~9%v9=EQW<{-wx_W;=)9|l9rhuo-QpYe{3j=X zWM&3jbR*+u$O(;TQ#w<{W}W54q_+U@M@^xP)y`AI>Vs$_kUwheLuKcK?9)_TwyUuzJRs+C!&EDj_~)sc$;%CkT9i9up6k~~c?|11f0xly7h;&>zKLeH6Bfb6cfz8}+lf+PfBbGlV^ zbaI*^IEFiLrY`Ij8f43T!xAIrr=gl3MfvlQ0{sfbUe^gp37U(vEDEM^`l3F0uCPib zD$lH7cnz+Y$D+dewxBt61oK9EMfta0S^VBwVz)vF)4`#n$dy>U2lrwCRy&F(4dH3k zhM&Ed-RwP@p`*h_tV(rM=r8gZAttobZke3+Sz47USBEE;dEY@-XtFzBFVz`E>rEFSpeYVEloIlTjbkQ9ql{;>9DD-soAOuv1it!_LyMwYe~yK>6kIzUu;$e zhVNp2`T)1HJ`(#4EBv`oyyVaxF+6&&!E6Eju)KOdP_vS*+0VN90-v^?$ukWJS5n20Egdx8S)w$?t+&jZRb$VZ}q>h%bT- zk^6eER5V2OYL4_SI9Z-~+c#$Vh(j2y2OoH2_ePPsQ$Swb?j9wf`XC@&fquKVVefY1 zaA~SG15v{7KmH+pFPKv8v+8bIMJaBR^RjB0mTInzNR$T36;@Z->azQLx~*#)yDR+U zkuFMYR~lLmQ+~TBjY-bn-btq$Sdd&zQN9(3f~$iOBash|q*BPnXHM#M<{O8+y>HC_Q5XW6 zQQ&j`2sH$B&DD$)_4^w8cnqF@fc4VNmc$BuzR|vN`nIPH+)p&%ZlHW6W`6Ir$uqN5 z3Hqa2nc6PbuLXv&3ANV4=P!GT6+f!bFpN`8-0>hKC?-*KR2bfgkaEDxV-UuTSDh${ zr?-02JSAj-F&q}u9e=H(&*11VL_1pWb0>{{*%Y`J3b&;`#NTy=AmbPyS|ID;$%P@l z7y1E)771Wi$=5&EBY(aCb>;m_MDM%4{2$+0@FQ*x!u&?EAMRbM-@mnG$aww-f?Rpz zcNGc${;e!*?&ArPTs?m0_5b!2{(jh@Xeo5uRton?xt(J}Ly;MtKTibZ0(ayRh=YN& zIl<&Yev^L_sx=$>2{I7lKZjrr#M4Uq&=>6@~_2(h2kJPlkZ4lf7Z5W0m(Q$E)Ll1(Bj~I zk6NW3X(XlaxH-i>ES6VDF8n`!V8B~II1qtakYrOBJ|>4NCG3|#5dt8x-J#_(a0Mg* zRF?_6tJxR~+7M52jllnWa`yF4I&=FH(S42+EN zxO8%e?xKGdLxO@XoSB!RaJFD1p%pKuSfmZ~$OA z0Vs)0?Q&qBIz(aQaoZKv15EHv6@BVj_yemr2X-$l;B(tGvlRZ;?2)BY7Oa$DTT)%ievdtVn_P*A{_S->7& zrCcQU-f2QnFI0oiX+4to-Y!_BViz4;S6{B(_#rS5aq1BSH0bQxnXcet&k6)CM((Pd z9Ki5a}{az-9#m}NC=@#tl53< z(4DWdq}J5bR8m!?EmJG6!7$%*-JMq*A0J1Ag=fiPe*NG_w-6xP=+vL{o zKj{&>>Y3iV*%@%!+ibTcO~1OUv^o%>6}(q>uksqieUpldlxo>xO&pX|RH!jLhcq`b z2O=R$f!u(XVvp3lfo+~yQc}_kKal?TFR7eO-=zY~cWG@juLRH2xSR?#P51=xtg6wk zLJ_pv++MmAfaksS5u@Xe69_v&4n&7t2ob^uyEtqR&(HuYK7LTM>Z+JWunSSXNK8yj z$=Dgj9HuxH>J;lCM${Kw?(QVhabW3sgP9MT%46>v7#>!8YCe<}B$ADG6hKjc&hXwr z?gjG1ccSf=R<%x_D1H;(QrtI=lC!^4qx+~`C!Gnm4Bbaq^LqkX8c2oq}=-!RZ8CT=c@|5x2dWnDu{GdG8 zV%4k>MKKR}gsy}wmCkAZ!T$kLDJV)ll%zi8bsH@r5^`$=_#xlp91To7D$=}b{@Zio zU*y}-!jZ&)6~1&=fb7)g`W-r)s@7S;KdK(nVew({Z4K91_!U=yQY&p}XLw}CV25HH z?MN4B^xXELl^*52g4sxjM4{OSt(FtddLPZ;m|_{gvGwiAwmnv$Sl4%P84O99lg$g| z>=W!Z0xj}=aYtJlZ`Uh7Zc{a;((oN;5ZCO+E?#~4GykQqM@~L2 zupcFvnO6wie~EBoL}!%^V26j)E)_A!KAF7PnNL>?&iYU~otwR&1hmqfWCnv^u z`)av-|DsmluKQmH4Y8XwIH5^l_}=O>rS5Jl+mN;5VtRb$5O4indGBQj+{cPodGDDf zR)6G)MGRWCS8fkJCgI_Z#~VxZ*i{Nu(^`DzqNuF=FL{)7-#^Z~4>_jaq9_$YaNwxw09-?oMnrY_YEgZ85>iv<|3> zsB7bP#Kg|;C=8tLfG!whR<>SsayMk&7z~XJ&t}bUSeIAw&2M?@hSb%*Ak{>>hch<) zLUdr2==t;KD*e*}=P!dfYdt@0n3M0q8D@LC_GwQN_3T!&dm$eBGr5C*JODp*18z}8fPETg{dA^bGxi#a}3l^yx` zuDJN652|3KNSd;!H%QfxL(#$_gIX$h^AU)u3h{R8)Jvd|PhS}FraaM|^bZke;Y+hn z91?NTR>jgUf11hj@Ha0-^yj*q{Qhw-3ht?p=2KW3`teQPjrK#I#iCGzNmwXHX#SLS z&lbNMM=SCw?g>YxK;Tcq5RpH>`PNfhM#7Tlf=ybf+ zj$QOKFg!8}J?VaqC_dO6g?$)S&XH*~k$_OLuw|>MncCCe&y=fH^k)ikYXj*iE9(FU zq7JoadP|K#Xf`1o;Th`n>g|D9C_;T2yLV|lZ|v1=MrF|zMXXZ*EBp~~%@Pp^cnK04 z=V$k(wZG62$%lx2Q=0{eUQ^RE0=J8-m;LuTqD^i0ZFP8b>I7QPYL{TVvHQAwZ|x-i zbI&00!-xjl9R3xIO8mk$qQ_WDDXWAG=!Xy8EiFsZ9#XO0)T@@Ml|V?r9iZF)@VW(u zTQQh*`Q~MQ*rc_BaN7cozjR~l(A9!fI(46h3cp zjYY-GId0e(h~DtABg9366Q}=$=qq7~9;C6DTVg7~G4i~C+8qD7JoD2IMZUn4neGF{4dF z9#uno7mqy2_O7p936M%gzh1~1ROV@2TMc>CB(JQjtlF{w4s8fJrQ9?ubKP>e`1AFP zij&L``dWO7PF=6h9g?UBVJ|?MPZxLm8vtKY`s>w;_;X23(Vki;MB(%BNiU5@$9(GQun^PcqNcu7<3NL3Mhr4 z#if8!ST?i7&C1+WhqqtCKjMt2f>Kmo=k4s+$G4s* zhYw6IE-n}!nhFcQ4;TPF2tyoBUeOc&F$Ag!un38Cex9q7*d42l!oz9>H!lCY`}@>o z#+$duG@uk-cQ=mKLJ-r^LQcRMIS`VPKrYb|tsb^qZgXd|nSDX);Q}mu(DAWc`q2{2 zlP9JIejB2p!e9!_M*U6^X6s{N+<)Jj>`l?Hf#kA!wFSaWzeE3(ws++LrY`#gpm;Ah zf%LY$!xY4Wm`-o6l=^@?k}dwAobs83z&BBzbSdCd8o-4l-*J=r9r!z^V$cqZ?~~?6 zz({8Xtg`0kNL{z5%NZYXP?bP>=$4TrqM+2DUq0Kzg@FLed%D5iWe8ilK3%P-+xJ}o zj&YNNsQ5GG)w1NdVc@5ATb)*&o#hdiY$yHit+!bMS8;c=+MT_E6ocpQuNQmYQSl;q zBG#oK8kTf?0P6GfO<*VveSm>6z7X$4Z!^V^8O28nz9^Wq?u+3EaUVjn#3pS;Qo%=$ zN}B?J7!-cR9l;!}u!Yg1@iq48Yhr61?`4-pcwt)7P>tar0?o8ej$l2jZG`a>?(4RC z%|+k&iNXUlBWog4ulqkb{Wn;CKf)%zzX*+k&-KE2b%D}HWVko#k91eDFL+-7`M!+* zRY21quOz%vY&u5-U)gO+vR0o-Bp*x3I^a9JYIa%JJfa8Tm9dzp!bqF9Oecu z-saff)#m>DxoklJe%}Sb94<7JCaTya&qx!pE2hWUR?t+S3(X&C8w5>wX|B* z8jtmlW|?J~#ffS-nTzvK#-&d^i~VxW9&};h^6I8AtI~p{~IHX1s*ep8Ysex?y)tA z6}m%RpOA7tue6&l#WeN!#6SLuZ-{rA=jfC?QNVT~7gN`cbI3oSU&Tj9pq1>N+rO+OjKBCWNGI$ok)H`_(A>+_5#8V@n2 zjQoXrfa9vn$!a%bnXdW9jt!(VTvzYt|4H4^IiRaW9n;ZQ%pII6# zdhp?YAXbBYLqkI&VPcYh>6YFH1^~Z6U`H%?>gQuTQwk;jUWI578$F(0&}jrFHQsI^)9dZYYZNHW%7pbI!&)Apga@a>)9@o9+K+A$`?0fx)5I8>J_yqd<0dRkq zeu<@2Qc$1(Gq47DLT`L#CNsJBahyT4+BRUPey*>VQcWT)u&o&tL}8N>+lTf$1iNXf zYB499O;*HcnjmK`d@{e-4+wc$STl&l`zlf;#}%?iv4s9o1vN)Gxzf?1@y96kS2ikn z`xYAYOF{-`R?&N}*{CI{64q#+Q^^cJNs^w5o4=CIwor+{Qw_E?k;)ibk5nOLnVeeZ zsBy2!7;=r2h#Hjm;FOf4?oZGtkErrp%fjB6ODSN74GS2Y`QKlWTI*W1g1pGdSBe@MOjv9E2v|ag0m%6U!7E(k zAktCm<5^GGeCP_#UX#ehXRrF%R2wKekHf0y*MWgo177Yvao-w%!s%gUh5FL@cw-F1 z)CEJSLqDCv{xhu9{VG==X`^YL-7(=6&zwUS$K6*w4VD7@*a)Aft%Vas6h6YUo`An9 zcpF0o->*8gi5T~A6=o@-;|T(e5@X?3sgfEH)F%aCTUHp=ZB4c&OBkup zf~F;2K80Hl--ogyzXDt=LikpSuCEI$8=Gs9x9rXqC-;_$hvn738Whv-M&2@hsuRKoyheT%6ZMC3-qk_US1S z`$+6-k>V|LQ75DF5oP?O)u*Ieqg`(Z<8+z2%iBB0zZatK=k<)_>AuakSuliXh5nAT zOs#v>KM}Mf`d9XlH#TmMBCeC@m3 zUM7`IL^oqRP1KN8rHiNsD$y&$o!XOJx;k-%MR={r|onmvm@q`Dkg~nEOQ}u)z;w1+Y$rkTKmDpG}pL> zH4at56vgBl)EsWoXL+>cPo6v}#K7)FF|4j09KJqYr10t<&f;TIRIE1&Ws#ODl}#vF z;0J~r4^Em!a5p64iS&rkY^Vk|U987;{qFfaRnxzjX7pPZeZ|SKkwwWyH0;*JxIC0J zp6-{C61HT$qUSG`>EF&{I*h1KClJ&>BuYnC+gTVBEA?(US4Xj9mLXTd#(Okyr{@kZ zs)(1dB^*eer}Ma0$fUiN6!WL*e!A^LMXWY5mhJGln~J7&#zIoYns(vI%KJZm|&N?5{do&bTED@Gf9-Zf6XOt&HKB_Jj#@}I- zgr}}ra@3)4D@w>vzqv zw!Im3JO{GQB!SkWiTlO1^78!>VPI;Qo3=6eDQlk7Y$?sSex}x5yyeUE?z)OrU;kI> zRD(TQ`o*s@5JRm!?rxn|f2aWqL+)*}-Wb=^jJQCstP#TEqEYnSynPlya# z!Ys5namJx&ofvtg0o9Kz5DL}$gPa&GNDa#$s91eCQU*%^DD{0V3hd0RJsa{wQF07duxnPUD@cNrX z)Kxk7a&&%0fk#kY3n=aar+S*nGwHCXTZcIY$IJ5z`q>RpD7l9Z`pnkv`I`;1FeRTF z757Mvo+$(3>1k&AgSNdb0I~;gJzVGj!MH3=>w}8Bl)=wHbu1=UjvOW2Zny7u?}5om zcTnk4lDb|=L&dF|r%&b;97o=24mb~U4XwOyal2fUfL|RsDdQ~EFkzf`FLke8LOb#@t2fS=4fIf z9ucQq##X>&P8HbkH~=zR%1^7aidE5muLIJwM2O{wK(>x=y_9F`MUQ0Cw2R;os0ClE zW{#PECw(!pv+3iVFX^24lvRNGbFFr1OvQD@&pNM;KVI6pWTgueNT@WFbh6_WTU4~I z(chZWoNyB2=oP~bmCjEvLM-VTBz8&IF{a%Tkwpbm6O-9TT zcR2Q~agG9+2S~U0UiU3K_}{wp!wuIm=^V0rFmCV|gex?vh2hh|W`JrR}x z=VL1MPuds$t#;4vBFEt(Yz}q~0`coQ2r2b9CT3>Yu()JBj}pMpegpPT+E9cEYty`$ zGnDrIyPQE80|Qcw#gb*$Py17Umsl;5fl504fGKQlmopC7J~wt(mw z7LmzRRfLoEk>ra_h``CTA&wl9%lsP%%9q?mcJ8w$_|lvr2R(1KgW~eeD|uYLu2RE- zI(jVf-{VWhL?mJN&F82sD7tOE#}SmC_Mw}?SB+m}Q67)9P_XT79m%d_VVd*RQR1E! z@5zIj?7u9Tb=6Uqj;j7(@wLM^J|*3-&N{beG9ev9VuGyRsBP{=kE@q=^s!ds^n@cM z2F@b!HD1n%UH+A?y%S6>Z3BkR2VT^V@%Y!lcNbMuzis3DBvDR+k53EqH)V1(6(gu6 z5Ad~o5?y=M+i$Y;b|U{QYDB6`k9w-D`Vt~#Yzzeo$v}l}>!O=w+p0pgKE+oP_ORr@FZ5iRnz?zr4^~Y1yfnLu%0*9JQ{~R#;ZmRKcuKfa)@EXIxCot#1>5`@fn+O zAKJ<1AUJ;nrvA^)6%q5;0D0T1-C$Fa*S}PMSnxD1`vA#dO1tF;m>AEDgJ{!<_Ex+p z*|hp6D5weJYu{6C%X#3)j-bRe2e5#&58R0!0s06r5^y39g2zF3*D1!R14Rly5vXih zeLUrGxZ2A?DtO*Qr@}l5BapBQks7$aDR;qL=bn|p@4(Mqp?WPEa8qXXwR%#ktGH$B z+T-KiGbL4L!BVEB%0*2F$3~S*ew~H(!ud>+kl$%I`)hdtoQKNwx#ydm(;h!0uSI#F z`y`?4J|`(1`6%MYEf5>m?V}G_vz1G&i$?8Z85vJi)%D~k7inq!MwFRMM|e2uL0z|x zFcuGY{*dRlMMXk;L4EJ>O1IqG-p2hU7Cmp3=7EFxMeB!_GDl54T|N5qrrNEE3nTec zXPEyl0nz(d=ItnTE=_}(JTr2y{!2OhcdhQf{oUUKI}~uLZVh^5vvVB&0SWr4!MlnQCGfHT)|L~zgEN=Uz(``yRXFOzq^QC;0H{zt^!dS9F99B! z+=ss@0PjoqS^GW0dZv4~?D;PT;%gTFgFe!%k9XmZ|1L8N{y=_*KH6EGPlsdSe1ERJ zUqbDyY{(t@$D&0gi{(YkgZ2r-Sy9QM&BDd$jPm%YSL7#eL{+4i!sP618yMh9@Wyg`>tGtYG#S_>tC03##EIy&MQkLwfF5vy!JPEsdp3N zpKhH9h5R(}&(0>^ts0V*nN($IWMJlzbQI?a3ztm{4W;K&cbYbBomAtasoh2nvrpTt zAq$dZ<{6+3_#-l}>yS)i4sn=+tCmp-vD4y8QK!q#sW?>ga9+_4ZqOO-=?knll;EUJ zj+eJqRUuCa)JV2a7MnHO&Jg0?F0)3xoQe45ZIG-BtZy`+a#~$orQzk(v9hw#aXC5l z0vuEEEfEn>d_uz7I1=jJnig>k907~*?i7bRl=A^c>*n@!N7_kC(Ng*~M9sZD)#wU<{O{H*ATdE?34J%gDcqIT>!dLHZ@X;Ibi- zydYbvAHPb?vps3*LdLiovdHX!Qa_e}#4(&isy~VExPaL%?|8Lja%#_W&|l+wV_xIb zl|9I|WAkVAY|HJSr;(PwWRHvMb;Hv{QY~h7^YG`i^{v<_!EdJ8T1EQ`ir@dfE?08! z(#~|j?~io+_=4U*JsIcxYz$DyMq=$>7;2-0=1f1=J-w25hj4-Uha1h@JuMOIhO7|IuQN9k&7UBJOy$KmP?fy_rUcI zcF&>;anFFs-q!}(=r}t*&(lP(b6W?FklBLZUhj}xP!$)Azu2-E2J1!TfIeR^zcX7c z(qP9&E<4-oWNry;1tPw%2m05!m5mpaV!L;Wr5zezma{WoFCFXQa`2<;H{gk9jn4qs zC~ap~VHI%r-Zs^tdb}?bBZ{+UnD>_3ucSTr#Gqlx}8( z3|#wLi$X0VM#WDAi&*r3joNkPQpcN$W-U8QRvf=n+PGx&Q&Z23Tf0&lh_1YSKIC{M z30pbiIiEple&Cbu;>zqZ5J^>DQo;6ZH9ty`;Q2i~Ve8(n-by}hQKE%)9|Cvoc}Sfs zi<{9%nmD!viUoe1%X2K@R=Uct=vQP`QXy)HV{i~pf29OzQczD{__F@hk>mSIM|L)9 z&0$qFsgn}NTHWIPS$A>@-RD#T1kW`n+&%!bn;y`GTYM(EoVd25F5tpu0~R0uzf88k z*0$-F3to$H;Ih@MvxvjP&omD$-h)%BpuSY`)c-C5RGMVC!yMp#Kbx>^+uyAS1D|>8 z=UEqw9e#2buWIx==R<;PKnI%lyM|BZk7=pW4Y2U+IxftFh^3G-V)!qMxk&Og;FD!{ z=mI}5xH@hql>51WEeUBSz{8YdJ5{QRai4y=GSHyJ_GD{{&HK{XySSm_{D?yUIT3C^ z2>1gM&rzm_13-eHAl$7N;$e>jH@H3|C%pEo1;LX2cz>C5fam#ex0Is)nIanDQ^J?UUP;8n$}R(?u>_6Hm`~OGWQv z*hCN@<_zB}f2B6AI8Ei>jAo~e<$X=fT!fUlUd$<9J8@m$Zz9%z*Jn3by%l&Ecz_bl^xnzW)YM&XP305jAj;fq^$|aO)%9QcEbPfY z_1Rk8zx3I+=s=(SjFCSRyyDFc>__#}2VuDNao^w;&fg&yR@JZOG}c^Jd&1(Alg&R| z{3a7-TmZ1nR!IqS&nTGe^CZr3Rb6?_9`^o?7#k%G4z&lreZjJB#8tY$CXmXZ;c>h{ z3AV%QWD*Hx_?^4YV||9lMbetUL-R{_Kw2sM<}Tw0qeca7XwpofED8Kt56>6QW$%96 z4<9^IC_R4P2PTGodE90**-ICOegL2T29AX1pDu>%6VKrT7Dk8ru;og90p;W3SE*Qx z=OBtT$qh}Br~%L^V2%(SZdEULWY6P@$`5bSlMU6s)lgsj)+gc6On|xSF@zdUYQe9oL@#A^5 zqM}@n!?Laeg>~l-Sfs9>&qGANHIS+)3n!Y}3?y<-L_~(gUyCi|_l5qn8K-_5KW`?H zU^l1KLR%@PE&mX313<0KWZ$i2aatY*UJ9UoLSRNQ{oo{>zehC)Hu4yEd9*4Q$|xGq zi~i*R;#6GN*s$orq*nVsO0E09lv+<@fepWNO(mtgWqZ)Ks>T&#X<6QV6$$)>v>#lG zO!AtG?g?E7QZiyQyaTPgM~LRe7YXEafNiQlu=wFC699Pra=|LDwxvZY3D8S3*!)9% zeHi0vS-kG!T0g7o;jd5E1+ZbNlrFGQJ7SMz|E0n*!d2Ku6YnaRwHs7KREQa*ZrBHj zfDBt322uHk46E_qWY|7-FXy?(t}Ln-^<0|c4D4bYPg!G6=pOSnl*^lniso0}n%f2% zSCSMFo!LY|z4uXwPLDKk@QGB(XVB+4shEZG5+a=&%u8hsad8DNwPAQo^sMvlqG8#y ztV_-cI1BmG!s%xGs5u?Wtb`+(<+`nEe5`w0iWNcb^0qot?w;fu{1OE>ASkv(B!9&R zBt5FOXzErrN++|ZuF^#VGl)YfpJ#(Jh|f@8Sf2OB-29@EKN18KY%SZ+);k@C6#nEK z_a5h}Kzg5FKH0|+u4d{w5b z%^DCYvGkmN!92_T8NJVgU(Q>%ii-gn@!(K_Ma9m_rtMqp9>x z@b~nHT2wbxUZge5?a%ZsDK{;)xRkbrsbX`vWM-KoZ(~~N{1+?j%z(*afb}sZLFvu_ z$sKFZfeY;@<6ZRRc2piwZ3HH*poNR6Gg7}VZu!UJ`DY*pU=qo)F^(uAi%VRLc=sa0?&)0A@(3{dabMYdG0vYI`tn6V zWJ{$RovVY@xSUJP)Ax8tf?%#?X=k2|Urw(D3Knclg|j>64`!v9a|6uVMl1|R@N+k{ z$>;uwq>$NsXCbS_@ER%sUJjsmjX!38CnFxOvRCMUYL5(%##TT|%HhV>Y<59D?&I2Vu7dh#yqWu@dg>fwSjY90_zj#+CuHN^ zvEonvcb&HHZrPv{GtzI{{@m99i+IZ!n=&Xd7Jx&qCSJGTAb_HdwxpzlG3{%b&-fBA zL`pNiZ)jk^X=c!+nbWspc;vM6o?Ylh)#9SgFZ}I_y}4StPHM#Ar2{DNx}lC_5d0W7 zHvY+(jGmYhihPk2M|`GDP~z}_GvFxew<~MHbh~|QciWJXPbtUzn^qY8)Q{Q5fe}u$ z!}f0heIAY8P6d)?HHot+);ccX8T>x{mmJ*K+aX!{JPj>vE&?r@d5PK2Rmnc0JFuq& zv%g1u{FoP`+F?yR<^)}p3+%{+-#Ek=Miu~3Q&E`=AElq%#>52G#}gKv;(1*_(^+kA z#WbG9I%R{bF%`ajEP+Foe1t8T(Ehtl>VwZf#Rn#a6OfQ$3doz^AccMa%$ikN7T_k; zS8gCe=qEgsgD%TW7~t8~AfqKa+++s?$5FgL2A&;vY?yhuwb1rRT`|gc0t+_NKO^I@0Dbuq1 zq>b{)4RP*QQf)=Eto{&$Uc3)TCkfFFpw zzdrs$d0>->IxOP*Bxf~iy*HhO8f+nM`t3)JL~ zgXE?L6WYhWRgDE0UyuZ!M_2AYXg8}osng-p1`LhLKKTuX@cbq`Aq&XH-hau)S;D}= zO5x4=mulP|6060@$S4Ke(S`hk#XTC*t^f@6iRg35!aNFW61j6$f>ndq9eFZ79JI6J zgMb_Gh0F1$gl3h2{{XuHrJM_(4}TvWnSu-^%C|H?26gOwj{D6DhZQB5(7mQcSj=6k z^m=)h!>Y7yhj(!2)A4SYk_+1i?s@d>4*TOn@%dQ5>`#MVkq@x@}^35BlV-`5Op?GwReTV zLCL9faXx?8$E{|p4@=aN3O?%>=ycnu?l%FL`g?L$3dV^{%B^-_(P4bNtV^Q*4f_Jc z7fZdp0972(9b{6k*CEGFPHbK zm(}7W2%*v047(wNHTh0G=lY;UlBuN&@wriQ%`6Sakbo3q;&Uyz7c*DBY1S^4Bd_2q zE;(I1znTZS@sWtK{c4ew$l;M^DTFhtN4~C)yVqZ%Oe1DTI?X_IMZ5phRo4K@nU;|7 zu}}dh#ya|_cm84&D#)Oi>16V^_zF7A5=^D#EfuiLy^?ccisOefv3GGw3SkI+sd)CN z*bD#e2k8&9gKMsJrM-zuTiO&3N-9;ehY37u%)Q?l{fP)e=+U&lU!HlC31;4zW;S=f z*+wPcm>Gqes5BMC2&`M8<>JyTu)YS#k|tl{Y0=+Aj1oQO?TaMB<;Go=@rgzJhMCDW zjly>oz%_b+QX?N5x{?eOCSJUxkAN-HK%bkN%s^ zeV3o$5{}1S;+Xj2AXENJGbSqkf7Fck^)F!?$8tFM*%j9rWhEbK0tRHV7b)+#B7(Fw z3NQeARhI4bTT+P8PTv*~KI6c1J5^p<3detT%1|5bp0goSfl6H{kR-eUoZ&1WlQz;| z3GAoa|AW!X;E^!_R!>lZiX|a35{(NUYNp$wqE@c;t6JWhsYoW3>gMV!8HBkF0N$&t zF9hNJA>deq8u#pNCbR&&8Jn0wIH%_(Wd{9j(EwMF=bzC^N;xOuWt7CqKBO~sb*R>? zbmbT4dh18_0<*-H_?cE;8u zxI?aUC`wGtCGB|xySux8o-eB^Ia>f(6FcrD4mLKe1A}ItT+5H)e`WzpUv1O;Lty@8 zikR2!`ozZL1eaHx z>SkceTm0al4BX%w9{w0qZw~Lq>SXOL=UZZWXbT2XS8*M$7k)W1+LwutJnbPIaRvy+ zYwKwl+wIrLarfKkLePk)0G^cz)obS#HS4uR4DSr`@dgGXTF^Bnf)hak*o5HFHON!J zqv!Rx+5|JV!+p&_t%Y+CPmJMnj7bi>wVMjV5B>u(y^pD@YiqO|9BSSU`#<}5k9)J{O76M9_xaL#X@wAjxI*|4n+)`Q)((Pa+I1GW z9XY*EKBS}+NAscoeiu^_d_Jdi`UHP~TZI1Rf5maRSsP^bXWn`g7HwKN@!07fJH^oO6()S_YAMkEmLB0zo6{YfOnrrfxCOoi3p@rXd_3buKU z^0gv3(W_5v-2s$_DE3B!ju1WfU-+7hcA1|`bX{hArHyKJLTVOoIVEqiOluAkV5Hx& zeLGGG1wthxOWM^*i37g~si-9W2-tpV73|81*yek)t)I(LFP<60sxYddn&hQ~+7|l5BS7sy z-T$Cahu3LcerFTWI_nUM-q&QIJIjtSfoyh;bQc%e7Dx_sl)6GpOGHIE4<~S2=V%RJ z-Uc)3IScH^p7gwo;&MCsbXPN8R0R)_3f%j<#_bM#C5~JI^2KJb9Zjs)!r5*Q#9ot9 z2>=pqQ~oUHG%PwAV{>CJC#ww!*72^|$s3Gj47Ki63J22e4S?#kSYiNFqmQZTD8u14 z5)i{kcJR_063PY0Gi44twBb+g9m65J|7j@X1uQv}oO<^x;R`{e;C6CsM18NrAT;9F z5&-?6TWH`CZ&`_G{4dE~W#R0*?{~v%hqb;`OF~75fAY;FUL~PlBy7)xvGregu<2iS z#WY?-f$)Dizj$^$W(9k+m7VE0yne~?fOQ2vZAqxPUoT^QTthpoDXr6D87hvdd(IX(y!%~0-Iv^1=CBb?Ij^q% ztQaQEZ>0>jy63#**gx5Uia{FpoLcpVZ1PVja_XQ8z|7Rg;hdd!Ox3KF2}sv2`i#4u z-(c{b2<`cimn{7S6iZmEw9LbK;)l`*L8Dp@j@gOidem_Y<+PNZepyQGjd4VhIH^xr z4Y3U!8;W&GqbK?4<{kbElMavbXx#W8oV3pW(l!ecbbkI?L-Q`RX`v(&f(SLAD7SjvaY3X!_V`f zWj#cN@f_q;h+l9!bW8Bq=!lqa0~Mc!WV6%Z4`n9nd{8)eDP`a7opWORSzqPv|MYnn z=705?j_z${qn$M$l77={b4SPdXWq6U%>76sYFVD!A!b(AG;Nk~`w$~OB2 zSYTCNRC&EZOijyj8}no2)y|I>2uL6gRoVJx9$WD64-?S6DZ}vvrfbrcV6tb2E_}{B z|FN!H1o0tTS+bqh2SKm%SRwPA$d5soaP6fqo<6YvNZedck*E%3^{(G+h~fPm+AKZ| z@|DWUrk-^Bb9jZ>;tK*6--T9V%R}^`Y&O3xd1*Q8ZQGDN7%Mq~(IC$`IlEP&77u37 zgGXozW9b;^*Ka!046y`9vdUYhfAO6y8b8hfkGk|ID4+bZ`;Mb+*;AsKhN!thU8x%0 zvBp#4JuX!mEk` zqi?)ptJk;Skod}ZP~&EC77tb-Z>oUx`kXsCJSXJ6bBvoEc2dDEh%-?d;Sha6=rf6c zjVG`p=wVB^tPaTUB={CpJn@4EkIvzEI7*lCe;Yn%w?E4!o;`o?7aV?BrMEDSTYqM} zi-~aUG&Q+Lm8?tr)>BFIPtvt|=CUiyMgdNKCT)R!B|T&7r$q zbN%yeSb~`|>nFW$DHc|sOG#9xtHIY*JNUwdDphZX0s{ z!uSt^F~7Iqvg7;z$b0LsrvHC`SV2JvQIQe}MM651NvjA*gUXPcbTjE1L!_jo8*5c_1>^PF`xVc4#Qb&pB|z^!x5--3 zycy8hEpE!aaKl=qB5@*_=gzkL-})#aLQ?=y%NE`pA#}TBACS8*yha0iM4^pI7~iw< zfHN)t0TTgGpX-IfcbNAS@E2hAw(BteaG{RsoAb7^?mZV`m8rf!n&+N+JhBY@`?rwI zwXW|#DAon+>bGstBXcwEoAj`YI-5{yX}pCJVF@j6Um@-^#`arUeu%2&d)BS~&}vyt zows2wuHWU!7v8^gFJVOf>D)yPz@=G~UUsHIo^|F~DzC|!<;~7=Dck(gdysuE=%pt7 z#Wz6*PXypkx8XFyo3 z+I#!{0FGajA2l(W0n85osDQyW0icUf*DL7}1Oz#CLJyK|mQ?>2?!A@$zi{s_4*z{K zFe7IYc_-R0Fi7`_CzpYKj( z)L#0G47e6)f8}ZL$H?6-aKPB!-YBHV{gvDe?K>|bS$ik`3^&mW-G6I#`gRIknoWM| za)=KCQ1w-~&rx{0^AOdl+Zt`29^`Dr_F3Ou)(R*7$Lyt){K?C^qh349DbmFbWi)e? z^V|cZa&6CD*_Q)EuUP@;gJXHxdc)Z_Vh66i8%IF>I3nDNddt5E(WD=m1&E>Fx;9h; zzA0GU6^T4!JYyqmrAdR8zc++LM6*%PhOlH_(TbqP(`uJX7ShR`HAhoyudkeg{_f!S z8;H&_Rhs|y#5BA(F;i8wRPNh8$h+I7$=F1tKrsa<)L~7ei|wull>Hc{dU1FH_{qMd zkePlLo<1@%Qg}^UyiN^O?ihm{8rJ_%hX7p=EXo17nSwuuykZX+@D_N0SKcR7j?c64 zrJBF_nr6O%{gov103DB~*5B)AfaKYpo4U z3|s#livQ@X;>(vkdK^ZA#iNnK5k5%8KTQXLRL4aA(6HjjOGVM=!K=(MiR{0W6(uLd zbn*{F%VYjGoc{r3hl>?}i7BDIjGOvHq;$u5dvs!f)yDRq`@&?_?ei|`LS9z|RJ67S z@T~JxPTKGb(Q<--E&_Nyx)fDkeat!(Q-0Hk9net)Gn-no^B)Xly?SAbyu&ub*Xb^R zpS1Xjl|NIvlpO&IU=MN47dEu}EPj(KgF5@p%hzLo)c23T`*!AKE>Jr>8XHka{ga*L8U1LVmjzSRi3SJ0k-5PiL;VH;$=2pu4|pGNlmx%668;=yP1-7P z@>fYtbWocPe%{H*y%q>0uR32WC{^7^#jD1YuAqe zyO0`wngq;`UR{;2`xG3vcX{QfU@l$ny-bO=;|s3Q@0D{|LBX|8rqADE!{dPnMY?*W+$gpZ;2Mo z8HLpzDm0?jc=vB7V&4d&b{*mo8OTafsK{b zvDBz=(uB(D^4rRntJXy;2akrx$h{r^I5licrey8=`$0`^>fArWxH3IxK7EpFq!=g& zhgqmI+l~ImV`8>r=U{pIAlm5q*Qe0!pO0F8(a6m=*Z#fJGQohvW`d+fb40cn)@naw z{p&{Fi;Rn!blr=?+YHMMV9utO)v47PJE;zJMrLrLg$Eoko(fGZm4&P^6w^dC(lg z7T1$Ux1MgPn(S3HRcaU{jIM2!V}{JIz8nXu7+@(>!ZoNq$h!q0>Xz0L^QQT6|Ou&sZ9!fT=kEZhpVELE&(5SX4(jcaN+OISQjmJ@ zs=r1t4GMTTfWh;1x4_7&N-Z8azbL3JrF&~uHMN(FaiR#_&szofafvF~t zovae}5Pf&DzwwXW@Mc^NLnHME0qtzkvDTo5!SR|#>pCXcp7vjnm2XATh3rmqt+nSM z^+Thdn#Gaa8LqF#0K`mxp;sOvQIJx)ZD6$_->g#|G~9YiTH;@Og8DyKVD}01(^4?m zzLH4yy7=w;t2qwC$$6J%8!7?NP3MSO_XhWlsjWdz#go#EUx~OsW)Lof?V&W>drJ6k zKeD;F<`8?(q$~NZf3*xi7YT+fPmO@Vhn^UnkTf%^{S2KWOVfmr-{oc)j~fy^5jIr0 zX9{L^Q&ytLj*`}`stDbzx+nJaTOqA!Leh7@4SUWoX}f_(_`1I-lS2bO`v--%nQJEJ z8yK!(ZnD9e3v&2b#Sx!dpX8{c`((>KO75|JU-7uE!XAF}#@g=fsZXMmlaOgwyUNL46u ziDik~%|z$w-mv zU6JC?3f)|M=$U+N;YG zE$JVC@dXV6=y9j39DEdG8t#DnEOX#&h}?b+uBA(5fg{WnTZ&Z(+gYR~L7lnlZn;JjK38zf!*P*X3 z)=4(^lM{JjcZxobj)u(M??Wq708x1JY#Dmi0pH)1lDiE8xyTMe2=BFP;ko~$-hu?)Z+Rr~t;B5<6_D{ym$=X~fKV2~W{#%`ce z;mkJ}KO&z+?6aCDc6TX=bY2O~nSrRg1MuqQ(Ee(UxTwTyeN- z94f*K8M`4!Mi2nr^Zc6eiOt^nSV9hvl3j-sBsx7u=H(G}=HqM(g7i8u-no?I58x z|2JfsBKDCT?+qqSPH=M3xGS50fsWJ7D4e}Oh$(GrSUMmqErXquyHjY{$?p34vOX6= zR&@L)m8ZEEZTY{C9#uGdLFO8@mo$J*grCT(3!l_D`9OPHC@z{W9htU7&f zQz{(O$dJLZFSEgHlIE)sg>~M?ohHF5YacvjN|fB{v~Ti#`!TgI#tcMxVxq78QLxqu z{;uBHExBf4S2(Zy?(aS+%@UlwyDB~ZjX3v}H&kY*#c>6bC719Gr+1@IRb9JX!ZCpx z`A?=C=n{TFrE7%kn+}3;m?x0cmbAh>|BUgp2o>38DYIN7m^ zRPQjIuU$2O;ZV-&$EwD9GJ)9<0ND9rn;DuC{1LdpM^v8?!?t^W2#+agS=d*~;!WaK)9Ski=KLj0qbWzLTW}f6k@S=ExksS^S$ru5v!w z8Dq|gNu4^{1+WejsA+eDz8xS@x^ZGM8|MahV@fJqF}OH+OlR#5JI%SMbfpZY+VZ0* zgpVDKm5cIJlR6SMx<7nb=E1GRJv`pST|S|s z$8Y5yfdhC1c_aYT>7p#*T`l$spDDIyT<&6kI3`-Xtf?VS8Cd0v^gh(B} z1>Qm4t>xP3op?krQ$5Qt4A!eD$DD}9zu55@NmECTi9g=w>64+vH_seDPk!us+LKX) zo-7dV-?3WXl`vVSUzGB)a&aV{Tsa9AA%mfxphqo+&RXB}0? z*|Q|13PGGTt5{`i4Bs7q@p?tA+~QM@?_`VKhaFGOM9~U2?N=kNf|o^VbN)8S#~T5i z{cAig*My5tUb6O#RBU`YUqzf1&Pc#Z93xKwl>1W+{_^e02Qq_(&fT2a-2tBtdm(4e znU$H_wP1>?>9zR1qR>!<=7sbK7k{|PvHzV$>MStk^~SkHA1qkI`57q zF!@vdJaV@x)~m0o>*;|gHyeccQ>RdpZX2r}mFc^c2B-U&GWP`B%KJ0kgIxcd6V`H(pulzGp+N=6`wrwY?uR-+vs2gyKZ= zk6+}F4b}d5fVqjNHF6*i7|5Z$}w=`ttpkJd=h&1%St)wR=YU^-;}u2;W1 zGW*8o#&7OMx%g{e(*@rA^q%(tRNTDN+Y{hwo+bvm(epn!-$r={f6OrIPDG_!h2Af5 zV4lgmZXH5WF>dKQnc&eS<;C%@hXz<)2VJSU>Ucl%hz}Zl4eYn@=FdR<_RGNjE?D}kqPOwh9`}bKW$qy0dgMNtIY0Iz#l7sI5+F&R z>t1A;;7vKZqV*AD3D7y5IE9P$s!S1b9H+N0|GQMg@zxiTDucx(#J}Fz|8u)P+qiPH zZ(n3od?oDTKl}^abs(zpS|(`!>l^ETuI{huS8^{o(7p?$`*&mh??3-5eesY74Q2n~ zfT}`2-udc4!dHIbI{pv7GPv2VTH{iBmHy2q_}@o!(_j4J166;|3I2!E-2tY%A?-rs z`A4I9@RJM39g)|I+y3EnT{D5{W>^Wb{Vxu)|K}r^c=?Rtr?`K@yMH*{0a{?XJAF$z z|8O;=UBuX2Ww-hM;dH%#>AGju!tVT!&-vfHw5A1C!{imP=|7yVq$V)k0kNd$f3g&S z-*I>VtcJ8^mEwOm-T%KVe*ehN&48y@>!X77id*fT+lp=gymk(7yQBu(zFTJ_17ENz zhP8A&e~)O~?}_+ZX3~lQ)HG{aDghv9P)?L2FW`b9cY&!r%>-D}%X6e`htGx`0Wq4n zlbu26+2%+ZV7|-&_zQ|lpB*lUd9J{fe8L-XrbeW#XP48QlPF-GV~AVAWSw69yq zp99n;t^+f*EPaEh&;2MlRKf${Je^?Nv;jo{qEFjEvK^ELZSv|;sEs-qQsyBop;?XC zdUnj2u?S9rxDkr@)Qlw*_VoES5Tg(ml*lqexDPi%-hT%GDKm8;0LlpEpzQHF*&!q4 z{XxRUIbf<70;oG#lY%x@(RUJZs7daJU#4YTC)RGByhb%#=GF?ivTG_k20Ve*-#^}@ zEm#0r;nx6hZQIGu7w+RGaq8kWJ&-1tm*;YdRVsSYO^gvu8b+WrONT**;D8&Ya8$`i zi(^5CJH-X)Ku#O5-*aIUF@1URXDJP2W1SfU!CFlJ@Jdaspy z01!($UNUui``nG2yyRc;FUAiqo6*GQ0kmNRhsF1Vr++h?fm0w+Y_%|46HbV8+9m)# zh16`sE~V@T*@YD`nDl~6oX$K-^g_l{LYX|}hs<(tn4AwB2!)u-=W%c#e>XYY#zI~- zEJR5KOSmkzU3Pf$k-!`WcHIQJ&nf%AoWGp(hC!tQqGBV-RsanR>WeP)+^nk<=GV$0 zlHL{ znC_5Sz%yvPxHI{4Oy1j_I@RMhx^;9*d^?r=(|yzL(U|NJWWnfyaXiHPi7)wUwma>p zgsQu*(7ANyb*CEBCz32#+1@1y`zYH(9})DftpuV+e5Hv&g1Z%0E4Q3%W;zpjJX?+0N#U-lvkugwywfgKoH_x}`mDvJCB1Cv?yU>XH+2U`oFkbt8dztK(OGIY;^q_i^=@CFxGM`!RWh0FXD)jY zgA`cRc*R>Op2dGfO*x0_Rl8c0--5@UDOUo1i%LH9o4K8*+D&*37K)z@hg_|%T?e1e zUFS~!iEvQRj(G8S97*3@W`#Y=9nI+8Gc1Z=D|;HTt8~jq>8>Y+8?<*DxOEK_uT70w0Bo*i$^%R zYxU%X6LI+sa|D>bN%FV5kW)R|Tw()LUL z;R>L-`Q;JGRZ&X!A&McjPNOn&rB|3P-Vp$_&n@`L&;(p88dpi$*bG9+Nr)2 z3*2tRTP#1Cn+piPj9nQn=oGeeV4lT~&VONmoN%1yTD1?oDu1#4ONlM=!G}&Tl|5_wfw@)Q$>=Ktds&w(s8=}0e$Dsbe|G~;0w z|8_+|WbTzm)c4Wx2dO3ZMU1_EIW1)2aUNi}h{yJ$BFOuVA6qiS_LCCl5)PTdLtLbg zs8ZBDrZuslF9MnsNEOwijHE3uHor$``}zUjMCqaM>l*7_UmjP5!q{UFhefH7FH1i( zdkJ)NT!I#RT19(`q66JN6PJ4EHa=3{d6+fXIGRz5vNNt5cPX_X{*FTw<{RkAq){ zR1hrT-m6Y7Yw9$bzVAhM=IsU>M=Ri=sI#3v@`1f^i0#qgnQBk(;r=O~L$9HdJ_uC0 z@DF+BnSc9;%U)t{#mPLrcgmCS9Cd7m_3nSe<~eU?zdFC(uZwkdoZE?_6z*u=_t`C4 z5z3?9xEs7hpZ03tBLUDBWKFoV+_ZT{>8u=G;T*`UdESH3TUxc5>FKc;*)QRT=`0w4 z&r|%cCx-NpI9#K5D^37yL2Sn?{Q%Wvobwl3j7m;C-^tm8&6b4poj33;SSROVZY}BQ z`!730H*7Qog>0$DBY2FNlq}n&79^GB;VX+Cmz>zu#JOUrC=bdCq{l$=3EN&h%<%Xn zhDhZ9mVQTb-o317)UGgQ4#5gfGbZbf$KRC&|Zl!uFaFreB5XFI3PPv z&XS^9e=fDSm@lFHk(uW}govdo(soRc^HH>bi_I6ohHVV>%OPcy2AfJt9q*lmq_eVd z_Dfgk0TPty$!BHB=P^z|MVzzb6Q~LH_v_R9QE$IKW@jW*O^&hXYdqs3jbVV?)ruGI z`}8D_%4v4n;ZCBf;NjSR^EwR4{!K+)N3?P8wljvU?T_+Bmwo$a?#>7hP~NLf2{!J&t_&l$iNjhl zCg+Nc@FoFu$;R3TX%$Gz{=2l(4d76voxB4mf3d4OLCx5E7W+o_S{653^1MjnYVuLs zb(-Hs^aGN;G3|r%n!c7?dXOQJhpeu#u_^*R%YCY``;Hu{P-_<5eGBbJ~Us>+xx){@#@VZrZwniRuht8VD~|#c;8pw zF7=BUd#oHpT1ifS!1Who!Ys~`&lOgde{id7jE|(97sk6lj}vb&TYVxt??)PlCu_IQ zxE_SQ;H@`JlnTm#d?f!7~JS0c7Z z(rP}#m=A^4lBjaeKgne}FP4mc!9Bt5_rDP=VHHD%Pk>zBxR%_WsW=)u!7p2B!qoF| ztJGNqC-Yg{=vhIQnFjAx4up#LtVc$Esrye%{Bo==LZ_P?7&YdLheFDdNap@`mHMou zg2nT|3lVsz4Rr03B8 z(KDu*M=EF}xiM?iMS`4IR(-%ZfP8UZ@oKM{0`FA74N0DfX&{*WwUa&m!0TI1rQd{2 z!Jbba#e=wR(zKQqe&78Nw$I-%@bz}-Ps{bX z+DP|>pAqd(BybE%La-q|NN>$OK+RX1XcN$qOKTvVr=H-sEhyH$o#w1MmJEwQCAeyP zzZGD!zy~pBm`Y}KU#41L=hw$TJR~ZVY23j#Nw8=`KhNRygH?*6EaRH}>@qAPLT! zHZwzW6)j_~axH6!YADRwnXEb?t4huot}`@x!qX#!-7V3_Zr2yHB4SywgmAP1eyO(e zU0uSSYQtU@QIDPm+Vp~zf>?3p$hQLS7>sk&IoWG#JxmxOui5!+$Aws56-dGY8!1Z$ z5lge4k!?4}Wxu;o(zChXB*T2>>zdON|WaZa`8 z5ih!CXOSTsQGng!1ju;hojI(-Y_`F6~2V+GD>q!Hln|mhc zo4T2La|Fz&20QHg(Y(58hOJTJUcpyItTNod-$;HN(0DDZ39uo%768ZPZc2C+lyjQm z>VC8QP?m@f7fBbDEJ-UlenjXbVLGGX6% zwZQ|WW^+Ab#HX>gFv`Y(dRA$s=t0fBPa5}MuFK`i=I|#DD1{=t?XhD|&9;*!c|REQHFscwcaoWACoSqG>2akLwyPaymN!91@4vQ07AoCm5=6;B zOmd0lk@}smqWs#}uf(@fJRX+3_iJNmRON_%i6I=ScchbK;ebt(2cltkcf`!qGB z`yBLq-*47Xh zw8e_a=4#!a=^J;GD!fZ=*-$CSYWpE$1vg1>SAaTxw zkD}j*MK_HYmv@cOqvX~5jEvNihg!Q&WIK^cs-mzX$wMo4=?To(FUBmNzlldbWzW{& zx+r_rlh2>$Y2_CNp2>8q+jnSIxt^K1-;NaC(m&d<1uvwWd|r}Pi`VZE-!RgK=G>k zo;{BWjjBAVqMu!V~W|w2c%u4q;E^uL{dw;+n+~%YpAyE>Cqm6>2M8V^zyJ}9+JKS zDkw0)hGp*HciitzdkcN@!}p569P|0l=LX&k0BeP4w@Gvec)j0O%Ia4+0qWtI?BR|K zVcV*XZBig|0@v_y;S#l;!d?wtU=8{%xnYUnz^x6$H(hbWsk0`hDJ@M5^VFX~en(HL z)Y0L0@(t+xWbo`wjGDebaTS^8Sm%{~A)OaX{p334iM4zA24GkvumSuO_AYNqE27G_!GQImT z?_BqgP^`1w;^?!?gmw@1B_2MxQ5FdFFgBv+Vnt(p!9;-~5W$>tqj!j71sQc*H`&53 z=(ZS8;r*Q=9H@fw|B+cQ4E_Y|OBQhgJqG7bIew8dZ_J#P)SA)Pk2yW2l)B9s z?SZdi!@5>_Ci}n((4^m^nd-mEa?#}EikX>7b}Kh$ZjT=uhF{zh>>=f<6F0$w`aUuD z2HVti%od6)wnVNU$7P+EPkDWD`c;MhBac1wUQ@B}J9rJZVB^KYqmFwY8Vz(KB!7Jm*NECDk{XIiBG8{=GSM)wmb4RGdOi zrg5|F3Sag}*xg%Xh%;~nBAYKdZ~yb?F5znml*@2j zsiOlW^X@_Pqzf1Mio&lK1dXioN9(AgMB!N1qIpD6Ef1@2uJ1-nZOIxC*(8!JLyh6( zIE7JO;@4LiBUU;?0xXbT7cV&d2)WLD+P(*Sxsazs5eg!)oyegHzzF?Z@D1y(dAyrEsV>qOJ!c ze;q|2xMbiM=hnGW2s>FtSh znnSXxzd|$ItShm66{@|x6Y~?y(foc-`ADu>J13;p@~K9HdqTPg>W7>ZAN3-?b@1CM zxJdPA8z=W+d)`&JB#$^fIj|T76IAt1UoUeH8uSZ!ZIFmgrm!lU&7($hd!tHvGUG702$#QFABRfEBy^}|tB0#%5rx48-?6hNf@UpDKQcr!U5jEh*CG zI^=6?*ebqoMf(nNv9fMHT#avrOU?+D>YK3#NdVGl2BV^U112Ee(Ah)r+~~Hl*n2+Y zkZ|0vk5U1`3pE!E z9FJ@lxOn!*GN&ftp2Phoe8)E~;9FBR5p-E2QNR%gxve9+7j(=gd1 zQ1?jl36icxS+4Qm!}H53dMYTW4U_#S{6BC42h*Tao(>TfntLWzHuge!(-wQ3je8Fz zDF{3!^M5O(hgItC^C9F?_B+=EPqEM7lWqQWQ7w00z1wwkBN?B_T6Nx4RKGHoo!D`+ zm5O$y)Km@BoDF+FYK7 z@-Vm-a!jwqI*4+H1>A)cIK7g&n;uGT3pS8VIzvA^~Q$%&F5bZLC7u* zbudTo`kY*(`8m}IEG`Sm(eClloos&6H*B?T{0R74HO?eYkKC<}at>58d(To|CD*s! zT2>OCvZzO8X*DY9<%R>&#`Osm_#<0}p|g<$)~=FysN}tsnaVe`j~O4Tj+$k{pw4ki z_oQU+R!lI-@-r3Z2(ruJ)Mp>{3N1sore+!bOABDUnwH3mz_Qz`QOxEfq5YA^7EaYT zouPj0qn?804i^Dcl>6_vz#{&0uijdeuNXZ&O z(n|XX+$}^u)8PJXlK_4q!`}oPws?WqRxv2LZP9a0&LzuZZ@H-9V0a&R|JK1YAOlqo zsr~Dr=c~2rh^@@tA2kpxT25*xOKt?QxfY=^GsoS<3<$-C`x(#s<||C z5E1k6{M}rrKi@v`bqJDNyxaY95Se>EprK{(+ppWFV03+F0@UlLET~{2WH%Frby#AW zL)~)op}X=k$W{*-9?E?SGi0mR9Jz>PSABKohq5 zjn_$oZM?bOK0p<&0f&Gcq6-7>uOv>J3yYU0RU}f84^|9~ra3l5mwR(;NnKK4Uuci$ ztPo9Pab)a$(VcZ~XFnJ*I7&Fjo?u?wqMEDP9xEl?FP=hC8zm3LNo!gDh0K8{RG&VK z1gbh6qpL|3?ky9#lP33>xYF4Djetb`cb3}Gf?E=-Aj*f?u3ACMtt&oa;MPw73sCNU zY)*G0;CSkd(-`==<9z|iDXT2s`804DfEb<3%SWkMRMUlpa70UsZcYz;+=TiaPx1hL z#m#H3vB~&o%onmmCJidr?C;8(5;LYBTp$Z(ku;gvOpn%c28xRSw6n+<)3?eQwq4|m zXLBDtug6_;%er6B3_{pz8y%j!=Io=x!&1M;zcbq z0ofKQ9*qv7WKiTb_9OmWo_cc>zuVqL35If>5(q`HO~Aou!lOD<*EPtJwknQ3dKCS(s}Zt2Xk4nWg}2N+ zSm-C8UPXAVRcAlt%JNz;09jE6a6{&hrOu84zn0O|R5`!ZWEZ5!g1CFsCS|c)++1kp ziC=y{^rQF%N&ho;sVa-FhAx+u76JW@Wn3X%AUp&Fvv7_blp*G+G|t5&?V?wG$FF>P z;N^x2nC>B0a8i@y5U|HRiMNTku4QFvZy0r4xN&RClgbwwAEVZ6k#v7ml`ALt#qh-) zA;6~=-?Hm*X@N`pe$eCGO-pIYxO*P^!9u+={8CVOEnpyl(X+~+>-1w9UY?A@n-XN* zo)rZvORt+IR)6MET?YEy)6$N-#Hs(N*OYLN4`iOSZpvDvJ1N>5bVDLML}QLWQ3`%; zvFDr)JBsVB@tNkF>8?A7V%rwl?wJQn6+P^yv5BPY7@K@KaOuyol(p_$~BgP<<;UYZrSNuaUVmSz(&nYap^eu>#YK(w#*Vo#=g97vo!LaVPx((IhRiW z&l*Sj-#A>ljBU1!aPsMug~fF`Oh1LPSbFG364JbaN3wd~lz`&UheD|)V<4&GoXVvk zhPgcND@!27^~J)4tu2q%-2eJrD(Y!w)XO+qFo;g;s`Co{LcoI&P&(GP3Nmf z9&PiV2bNtNmRk8gKW9^k1YH~Ck<;T#>aDq`Bxtk3CnP9f#S=(@Wdw-T^&O+Rcpm8% zEg2?hecNj|$Ck(wj%W`_>EFK`(_S**Yz}wM(+C#W%O4s39ix1eXYZ>Fx9o4G?z;T2 zhC(9eBdIm4!Hmz2>QHpH`!}N%|8s>i?*%*j`{oGA;fW_bw+((KnFL>d3tsMzD(cJtO*as$Y@2vh zQH6WvqGt*R7DR-K#6cA_QFC2otjn(W6VB{B{*6W`pKHU}Yt+v3e&Vp&lxdJ_D#yJZJ)D<(iQX5^4-roZlBUv=FGda8R-?G*LvEd^2m z3{dJc_UpxD!HvOeZ-D|ouIj}H2t0m&Z@f5V}H3!*UA%fU2INYE}C?#Haw?YD>LPFDE`%* zYUBdz7Wg{bW^cqr=Grc!_SNJQbMVuP(mtsyX{-o;hr9#xJdZSvZGp`GRyx)ed$DN@ z@-oeJgu<;4&yXU{pR$S>^p#QBXXdw~M~w&>#Xf_F{*56+cU?w}JW>)$10tHs6cwgW zzYf_cYd%RGUi)cXree#EyXtA`3t($HT88{iNB#DmMmzrf@_vW{YfU_pi_hyz&aT)? zuA4VlhVtR}0?{mvvxaSB3s!vilGYjXvBEBSY!z+$Z8w~1E87(ecTSElFo z<@RQ=%7*0fWbu+*a?w>@ww3M0(@jf>7op(zGcS{YN`w@8kr;Yma*nIP#3ebxstxdbq$=m9dgr#Y9oK#frfbwC6%ty<~41QR?TewG~Xp zjSc_3{;Vh!5n+L?=9$)C!YQL3`0Zd)kaAz7#-82NKs%Jj+ zSuh~SfeAW5F}?K)DBrWJJ4|nD&-R>?uUNs|V#DCbNV8TAJ^W(^dxTJdmx?uEx2wZ- zjrM}MVOfBa#{5%eipGnqX(y~#J!9iNir~+k9j^-RcM5*cGx*?*htFG}{hxw5on_Ii z3yIX}))2k{0yw2~a zBOV-8^a>UcQm6KBUM{(`@vV(<^?A9#-~^MVB;8{b9Xe&!yn8)a{8zP%VXI-#7<5So zNT_cEdGJAyLcR#k@*TY*tP_Ll4rc|e2;Vu~=aKW8p^eTS@G4sIpK(i|G51mf^=fNd z{iNNmN~_yZ)rVuDn(%HPki$&>?yHczzaC({yRVuCW0Q8z0Tf=O-1wio;rs!Z&ReLf zr13HY2!Y}?)g7e}ZliG)#ORv0k8p0wDWZN%vz0o-u*FH0%tb1^tA0G5Ph|$k_$JP? zXWS~p{Ky^*Gef{z%S@A>VsU*`ns+s^c1owZiHKN}-6@>NKB1Sup=mi((y2bwh{MKl zu}bJn$0w*RE(Mj0oZ$M&Gd2;`uMu9JJ_~7`;|ofeX`(3`JUA~CYhDA(%Y9iFgaw>eMQx_s+bBP)c-B!%frNffV)*K4uY;dmqD@1ASWct5`C0ZH-xVzdC% z;ZjtKJy52PnQE|NHh|+hk`gH0(!Ob(dl5(a9nIoKqfSQEgELA;>zGErX${nOBa%*8 zd6%5a+Hwr`$Y6(xHaKl?WBMSS_^t10m!v4YJs657q1{Cq>|Scdd#F7{p_@PHYZ|{$ zPz3xJD7Ed8@aw>`oeXx=ZH?>)~rWd1eR^8ZHk`nM=Nv-)_WboaG2`E`H2V>nOW z)LNjW^;Z4gG?Nh^K|rrHjT4gxgS!p3nA%GXDkZ1fut}7Sj8AORguUmH>Y!fwsi_8p zvzYg4smbrdANYiWKPA+?S!h5f*!e%l{8Rpl>^X5Tq;Y?O4>m^$`TI@FA^rKv2)u27 z63TYL2MM}ptzI}*jz6VUDyRRyhk5xHN6k8<* z!?47Ll!kt+$q{R32tI94MISJxv+r;;328k?mo41NqM)_f#BQaWGKx5>?OF{#s%%{h zJ{A=-U0)Qo#q0_f6=t*0vEP@UCO{1;IB3H4`u&nDG9 zIb!6T7rTT34Siw2K?T|FSyY0gNVBg{o()U+sr70u?#OJp6!#LYP|a}gJ`AQ zInx}DO6x2oLhuK3S*JFP=<#5uRoqj&88O@=$Ze}Bqim&~rLkSm~B4!A> zg~CpthR(hQ+@JvLoOpMORAf)*8PJRgS?9Z&=Wlr`2SRi(Ab=|=?7lwsY&zbmu&X!j zm)(BjSai)?Ff#@)v}2Ur{YDc6bQX$7zl^YE0>C|SUSB_aI3&I&UyYyy?-$cqT7J~?ZNF(?YWa_hA{;iadrt<%b_3w>v(O7kaL_OTpILzMmMPEOk6_c+~};w2h;0 z!j8Q%t*I7>;OgF)552Li&LnA$bvDm#wPy9r-v8>#ENwHg`2{cxmEzZ{czCk8b>>*# zNCBYb^`8P9<{Y_mg3$SG@!s+3W|G&OSrw)m86Mc{fIMG)BX-{|Vf#Yc&3~j?Q)ch2 zV-4^W=tQrvy4JJdL4G?RAnVt-mUXho4WhWpLwgcTGdLr_kz!#C!?%9`Led}*wrh(| zC+7bl?>&Q>?Avx<1qGF+B3;1S0!S~?OHf1<5KyEyBOoFrAP{=!AT=soItr+i08v5@ z5PBD+hTaJ^p#~DzSMF!M@2s`%XRrOt?Af38j31bMkc%t-dY;GeJCYNW*|#)e*slOM zG-e*JY-Ru9#`cHce=c|{*U!dQdd7JGmUAjbK;AEI+nLa?zDy@tnN5sIqZmd@ZdU<; zxW{7vwvmcV+!Zy8WvSRCi&Od1A4j^Zbp6xPCg)XHss9Rb`3(W=ADuonL4D~7{ZZ-8v zr}=O$uGfIQG7ch;&?=pfT$o(UK&!iEW>18w{U(l@L0XIgc1Y3WhZEy^UOHT|qJD2t z85m0j+i!PO(LUG=@eo-7*M%cAhbY$CiaLh3?I9m1Jq7dj2q~6-N ztQG{%ztz^$Zl4zRk-04bd@DRm8iKe`Xtk+D=j-vuFg}-iOe8uNiaieD?NevNN3+gk3SlsJ_L?MDXf z%^{7iaf}rOen5OklYx;%B8M^#UXTS-V3dI^+~U0mY)QIaC&XopZottX!$j7*&bwvK zFAZ2=<#jemfO*wga}DUZm#=ruJ*)j7e3A!Oq=IGh7njrYP1sp;Ri2Y6do~++Xk!+ZAUv4BOLGRp3f{O`TY9z{M9hn zIlph7CS>ijcw2?ZQ>6HM)p8~nfN{a?HOw@Lx&C>vk2%NT6hB7E@a>Gj4bjE)ci=+# z$UfjfxzzP~;|XuN#(=Qa7at?i%eSA&r2M1+9KuZF*+{D_kb!Rj9yRyLX9 zdIQbFR7j}P{ps8XO~TJ4VWfFprhub@0L~QYIIxz43Sn$&kAh)<(g(x#ky#9m0d|-4 zXy)};#cxDXQHLlc@T7mVrRMGKUlz01%YSu{+UJ*V-vg=0dvG^6_fI#lMzE;>2m%ds znRQ@<0ejKUhMDEgM90w2PTQDk*#Kl|hK8DR4D!qQILN7jk#`aX)o+N4=L<({p>;{* zT{B1o;_J1~Pa|T}QqyAKAU0tOw1G3BY7+g^&%4%QkbU&~+f4MqK!epihVySSQ+H2H zGQ}nWyxq$Oe+P`3izv7rm3SiUlao_Osf@z3{Byt{mkvLZ#6^^!51Xc%_LK+7m}1YrTHRDr=$!E-u; zn8Fd|tHX7JvX>(RzejAcC!q;YujBpoAmbh6kPx+#dTS@-W7-08muOEvlLi(SlfQg? z5O8_`1|ZM-a*UmBt;VJ_duMGE8{g36o7e_}ZP};~PWR9!BZp~`bbr)kzC|xK((+zs ziR@4~dn^VV6~p$?zo!UClHf*CL{?rJv1@-TL76^^RUZJz5224ePem)xe{SWk+cYt6oB-1L{-08( zoh1f@yXAV9!30C2*Z41654eLRcPS2IzpMZrm_bup)wFBewZ$rOq;0v9mSp6wyjO7@xY0##JJcx;72t^{4D`9`t6Q2J>P_T+c*@yXw!wEl zs|9HbA&{XHQb8f5;*GbIpWR&L-GIJRSG=S%HQQ}1l}_D_r)eInzwZ@3caM8S62_-* z^pA}^DCa4lr)10*3-KyyH67P0A)`+ZPIH6jnNDVyawh{$`cCEjfFMVB4iRUB<^=3N zSq~R!kX0ro!8HK=G7RCr;lLG|62wijJ6f>`m^`4@V~%uBS3zOOJ{84kTL+cbmQr#J zof0&cPY&Uya*U7tR<*1yQA#Y6x_q4@l*4_=Ibx?#{nbQXfjh864DTb)00Mu&Razd$ zem5XaEod8s%|5if{O7d~61N*ARPtVm6c0NcWY#@@k{`#-413r8adtS_is5wUgf?F1 zXp*;j@uzrRj%p^>xTnJ;3sP*(GEk^?T-Sf-N-9#Z9aUyQp`Ui$JyL$Pdzi9R$sz0g zdK8L=hmK?gh-;6(MTx(95upC+BhW+%hhJx&@`YIJ{Bj-Krx%*`QHl91u1xQs5%0pYfGBn3tml6cjvtPg#)_0cqd?DO2SeWUkO`i#P4C8-k zjKQ+KYd3{8-GRP`p0X` zTV1#i%CGvy2`~4Ftp;Kgp^F1-KBw0b~%l-65hSGFbpdb+f$2Y<0`QcHMB7?I?JNckWNh5=11>@g)5KoS+y@(!;l;ym zblLMrIsaSlC0)emFC?!-zzJ!zqV&gazBLcUsde{YLj3+Gi>m@z0!;(qF!4@JzAXs} z_)vJdNhEhvWtZ4inimw%#J3ow8e?wLj(ew>rzCj;U|w~hajS#{lUAWVE)`OC9C%Tt zMkt$9OI%8u-xN;ZIAR<|v|rL4h&vq2XXSvVf`xE`G{v-Q9KosSj?_E8#EW!cm@2YA6AvCUr^hvZ4mNC2_N zV7rqHsZ$pDF}=m)s4TUv;QhQZ0KYa{KVrFcP}Iu{TxsdohWGK~%RiA{o)a>6&{L&m z8!FL161VBOrnXV8C;YET>t7yNpJGer!f4_>95~Gy4G@x#w8!qnOcj-7Y}6E{b?Vw6 z$s3=1m)x*@wdCfmXT-?Ga@s72*Qw>G`#vjq!VC7IM@(I^!;M~?m7GVr619M*zjHA_ z+ohp2He*aZ`rx$e{4E+=YO`nYThCs;D!-P5zdz5*d}EZ6wPl7v2-@yDCH3L2V8n%ncQeG_a1DfiK{k@L1q5DC#WS0@rQtm zqmd)iIm5l|ZMB7{Ndf`GOQ2e0#WbJm;`%*D4w&*wr1U50v`kc_(T;06LRzmOMtqRp zn`YcW1Mfv#23xxTkjJ;RPh@x;tMZtD0j;8=@RWX zD+db1fSjBkq3|uLCiT&eUBk@+G!h*KpKQUoB8!u`=pTv}DOq2s<3E?z%e!D$>r)m` zp@4pJWriHkZXGPJk+P8#6g;lY0^5)K_XD^6Ujx@kze_Oq>#W~j^o3mPE|~1fmoidj zWnjG$O4%jyU^O8B@;zS~n=u73dt-~J^3V+&5M=+`&j$R~^qw>Of|Rw;^%M)IaE>LJ z6$fZ2+{pvk9Y7R2z0*}~w_fjqs3&uxr^Xk(HG#)8u14?j=mRn$kNAz-o=J$ERzMIP=HO=>WMcd9Dd=JY#PfW zh=Pc)|A~Lt_A&9^YOfpU6|(I2SX2yB2{~o8cQgPSE=(%AV9mK44jt5EEE0BCxSn7_ zGwoE$amprY&Q7a{>=f&J=FB%~ZP!|{-DS3FySZ*^$eU7A?(p}R0ah*B!--`THlw1_ z+)Mzq+spA-!QeZ8*PMg>{P(So25ifMCyaT}d|~C<4MP@~Eo^*8VJESp==g2afKrtS zN#F}FX@>T=Zh#R+R$`xF(mm{^yOza{n+Ae5T6~dR&p)ZtDjy;&$nRZar3NK_%6jJy zl0kfQ;~W{ReAhxNT99KVKJS{<28>UmoD7kC*ZC$ZcBYtBc6eL(X%_iAtzyP<+;=(W zuqASRz(tLxrV+PVRDW^yHtG5fm?rPu-c=9X@$9eCAxegkoKou>^+tmuO(p;2$EY4( zbUZW|gMnlyb1~*wGGR5Mmg>$Sbc9lO-=(WLhmyFj!ewiDqb@yHf}**i4}2@D4Y_tVhO4_ zFg$=`tA~cj4|OtHd*y{bJ>htolyMVfkSTGPEZvZPJwdn28jDpz0{cRnhPP1Nz}B7l zgc7C!=V+KwtcFQlxK&ZMotAb5(V9!?WVGUw2&V8e(AoP)GQ=G#$f4%8TKjvwu*HUl zEQ{2c47aUPCG)%C3Yo~@7@xS}TTZA8@o5XMpyu(|w>yffz1Y6lIvozkA#@ZR!G3#f z`8JDIzQCrp5#skMtxZg(Jmbm`h=1sa81MGS53z z5}6G(&24G9slOzB{-?{o*oU^#OJueHDNXj8u|KUZ_0;~Vs6`LdoX1xoip-EV1y%8$ zL=sopre0u)#ZZ99>m6`o&$z9Bp<1gpR=CKtzYW#k%`OwpLboN85yKvD@sxo}{#9LC z&j>=#*>ufgr z@wR91j4XDJuSfMTF-&X~zO3>uqU7G8weu)!FhRrd`?yek2Khp7No(nmN}qd3bnyvN zJP&(y{jOqyJa%AoV!!hj*Q{EO#lMJ)pO+mCZCi9CC@95tobR?%Lf#5MQEU}F@d&X> z-0mp;ul~b-qhVB+FVJtL8xdB4dv??%D#N>psat-_imo0l6eGWvB|q{DAo!Z-9*G0+ z4*AN|%IU;-bBWd(0bXrl^w~f>HH@ku+HmQMI%>3=py`SAQ zci;Y&LjA&Y3ApVY3#k~@ksl1gf9peI4hpAC(Hq7);Eo;utN312CUq*nY^ipnwZ}9d zj@kKr|<2oqbA`Zv+Uiv zNfJ1~jeHk5rHciQhZeuz0xW`6jiAOJ!=8^CJRFR`mHRN+ptrE~mWhV#ki)8rrO#>} zUP*QxX`B>>c&luZ?Jx0*_J7)5q|I$%! z?UhLfdJ84Ua=*7?Dx_@;ez>At#x zL*36GT0tDRsgvyp5IyA*(F8OJ_FMoq%GxWv#wAf@7lTyFKP*k9U?s6r20E8!v|*jR|kT zc)r52SLDgNgBTzoa?*vkm`qD^cT@&anyRJZ^J$9U@a`8{;@lw3?J(zL; zSrhBFw84oi$aqUk8SWOYPZ0}mD#gx+o2;7L*n{jIA@Y}Mt^xwKH<`2~F`&*os|!^3F>C@ttzd+mOm4YAXeNU{Rv) zbOzk7vnyZVare>NO>{yUIe!o3siXRLs#=!YM>S=?q^6)xTtRgC_HVW$fX2-k@+!Wh0zk2B|BJin?DPDr(Z9Hx%14Ma z@&%k3;Y^$0?Hx1Jv)_<>-KS;^&a?v9(Q#>~H`cBg3Fac$>tIIa%`64I@6q?!{Ebx#=_YP#TqK5x`TfOM zD}ERZF62`=k)Wp+2R58=(CH2c4kf8IMwU~Zzle3^GfGp&H#58T2L@5oQ>%iGe#7UK zPmR4JslpmxoNR9yp^pq+yprL*5XaKJmaLWc((sW4A(;xi0CRbi33qgH%pzD)EbZ)CSC)A>fqn^R40YTy`ORJ@b(I zp-)uqT^VseD{?<0HnLV?o(sF|G>vL;w$gdyNOjzs>$0V87vZma{Al!bR{R%KI@$a5 z&a`96g{R?py~lZdmb@~l{x)j(D!XgPQ`OSoRZ^Pi{;Lk<9j?wlL*Ti%K}-U9q;ET5 z`TJh_)5A~aqcLACj;>)wMZBTUjENJke6J5n_g=LiOyr7#YwQ_3&D3piTuh?$XbUOXv(7$YsI&NJk$PqNCyk zRZj45S#>>)yr(AqAD~$WHE)#w)hvM8D^xQy8;cU^JzoQmUre7H8Wr<*4fN^MsC&tWj?FtFvIFQS-v|gn(7r-^LSpe2y83?g*NWQTyLipU`ONx8f}@Q zV%gJy;OEbu|7DP*8xLNz;FFc$5K^uRt`29J6S!rv+9QJnx-=FOPj6PScpAWLXVU*2&IZd_z|5WG+ z>kyxBjg4M>-{GC0%g0q-E?$)=*x3bC-bIq6D+r5BYNq_2T9HYy0lS5fbWX^-Cu2@6 z6*g^|DlP-t6YG__f~s8$1`JjM)0XuS8$h7_ypD8-%cn>2{JL?Py83;YDPDnQQ0<=m_FG@eVJQu zusSwXJ=>9O^V|E8j0;BdW3_f_mIrZAM_x*ngIC5$;MTP9FUb-@5eA{GOMIJBhLw2w z3`N>Sf{9#W_X3RS#%!XU)T{$aOC9l~ZX+OKjW_hk;0UA#y61U(Ek8AmE6KW`@1ixz zc+>_jYH}mS$da2RJXve5SMniC(S%1N#$2raa8B;*nrFa)XZ&#Lf%cLDaUp*Gc5D%{ zXKf*wBk-*0Fh{+XXw_}!y3XcUu>fKhHNDC7THOTvrRUXzfGqO59o_smqi7hBW9Jl~jKFyS!v~(!L-g zmk|Hb=5DYVz2(Xf?3|{LAszAuy1n#s>W-X*$Gf|Pcsl_llhx?^sjW#J>=o5LQgm!3 zTZlz~Lg^3COLb%b?4*b}7c(dt`EP0({y-bYKnI`zUjBcgN{amr!0UIWaxCn!8ZR{^ zQ1qDrj@}MYBG81=jq1TIM`5&yMJvZA#}=~!LbcKHm1cY!=)~2YP@a1=OkPNRZQ=Qn zM4>X#x(hptiO^UMZLBC1@wMvvx9GcY#-J;)Zua#O?zu?Ume8}0duOXDWyvHDE~9l8 zY|f*X8{-E}xJ4n%=aD4FU*GPkuw3|NS$L+9S|^c*J5cFDt!iouM~wie%C69;_s;29 zA57-LgXyUo?_htK(c0aO!>+kOwCwW43(3oUS<}A*foM6&Omdaa9u22Uew6HsjH`FF{&CAx{r8_#Q=ko^LCL6p zo<{%eCwr8;DlGrge+p&1L!lI2tgZbInU&wN0D0M-RN}*b_d5P5FbWc-SjeJE}r;JDn64Qc84DxSB&cAv86eK2D`_6w#^wa_#XXC1u_kXAo z(*ps@jx{^M$bb9Q{PRN#3X?Ipq08()e49rAkkk~U|KvYJO0HZ59;fD<<@J}_FVspK-P54iNp)g>q4fnmc`X7E-|9=_!4FFsc=+?~w%jlTgO~rO= zd5YQ$_q`yT8@MulXtSATJZXq@)_#vKV_>06+x7fZzcU4)qa#1;3Ky@tGAM+ku{PBd??gH*(dZ$7j^)+k^ga z5udA#0%CRypyuNQ;z|>@fxmP~VXs>2(zjcaQ3QhlMC@!PbRGyUpc4b2OO?Qzh%irB zYZuE1mFz#t?mcAuX*KY~*@I}nkFIW7NYsCU_%(3iLzedBvWAsadJ+__$x&KML8NNO zv2sec&p8lYc9|eNeF7wj`FH`!6d9Mnk`t|G^5Zuym$QopHD+e5^@@3Pak)@=JXS?4 zP}jGyYXNXI&nBQZI~qd`WHBZnR9Jh* zv&NZb-c$7%3>*``r8N!*oI$N+zZ6C(0z?U`+qN4(Q4HMt{tDhK88Y=XC$_QkOGB|WN`cQ*LB7IIVE z)o3(+zU=_H+y*47UJ;_%v;!0?;Y?fPux5bzX`Lcvr*pku=DYw}!d`uO%6BWno>zpn z16_1jA+;hf_U6Ns|H0%oAWUUr)Ir_4o)HI8oa<*ybstz!{k>Z9R)+#z2ULzQL=T`N zOFAtqss54Wf7GV;1fJ`4-FLmL40#Z3MY_pNPJ)eyAT)18;d~M4IzQ=5R)0qUV4J+2 zFWo-}N^HaWx)48V%1IAsGrYD(o=5@QLa}te3zXYRk55b_yNRYW0&q`yOL_UFKTd>UcMzC=L?Lk@QciR%`=7uZ@jV703y49 zNVYLgxrPE_y(y)iG=mMJImOX>Y65{ST1oF!8udTi&CM?CADi=0^U&dgm zD+F>4%qk*%{nR0eCT~E#?6s-vmx;gbP7&r;wza!71L%@!3YvyW8r&7??*$4OmC#dU z#x=Pw1W`dU)Pja z)>Thy7!K3{eirT;gwUiC@rTi1kMWABPPPD=zGYV=3L-C3#lB7g07E}Ew)EPssFkHN z?YqkZuwJ+01$uTV_P)-3V9ZNUv{JLck{J_4JB7U8TYW6{B;R&XV70<%D{)IPS@Lh> zs7G9LKjC87jc5%ZVmgdnLLXMa*(JEK1!%6g)>I8&OXm0kvohKY0rhFCFq|JRK1dM` zc@SezEj!_&Rx3FcZV*Dsx!^Q(BMq+ZvLN3{ZxTOgMbY?1%O%~W`n8gpR&_@0Pd3KqFL7{el#1cGF>FVkmq!dFtEK%_P0Iq!g z8~NYhN>=Xw4P2QDbirN(##?n1)JD%LAEq>l5Ju}i7~~2}4$g{uAKq_^@e-f$2iDfl zDct~P&($1-=JD=Om88D(=w8W!zjeAhb-(}*#_aIZdV0YUse$^&w3tlB;ybokCVh8!CEsh9C}!+-4c6b8bnAO7NAoOx z&y6L(>1y2Gor~0qtvHJv#3gk3u5_yT4nb>Z7jWAz6%_EuqNXTJJw7S1`uz!Ck+o#N zfelf9SgAz36rfDDh%S(w?5>N*;-Bm!?X`XZ!faM~jm?#fAXUO$Vm#>XSbkpj8uU`} zh|*pVe|>AdXz!HYqR29<%2wqWYkEht2Kw{K^YQ)?@S$^ACjbb3>=;&L$)2dRqWRw%pTai|M9;vTJQm2*I8YWQd$X~s?pabzuSk}!{o=#pLXcbk6xrLllE)Kkd zb|)wXO5RU#)V>WIpY(awDJ(suMTXN(0$rcPPu>b{kxsqV{lgN7!P(AH!TBd&H8RUc zbI$^O)^f@ZO^rKoPY7c4kI}$H>a~p4Sj&Tt6n=7kdY`+x>ToXlnAlt?Ydy7lC#9&N zQe%93GLWkir|LmxKXx=pIo?)ex!UrseBfu0V(ZBkn1$cL7aLac39V_`I(D*WN?FH@ zeJbXx(0bDOgq)DMP`T$p1A#Bug~5-KBo2v?O_>9 z_ywd*r>rdf(p35^Ru^Cm&O^rA5eBFaG70w&m52@3;Hw60fN|X`d$ZhS*d$IE#u|W= zlIl466!#ZCJ3isX+h3NEmeK7`9ku9BGu=jCP7>C)^RemZL+&(> zOx@u%snaldb!H_QP0CZAnt8jL;%wJWOW*x$`q{y&4;udIj=UYvV#hZN~fXGLvFfT-7oAZ^sw@c&nJw5 zKm`T9nBt3r;+*R_fNHN90HqcFA6UyGPumfHN(BSNAamiYomtN1 zFTu9?H(56C({f+iaIV`MUa5am(N04(jmrK%fh}8SZo|r+azkJI*_iO0YU+t$p6dx} zeR3yM`M{i`RE-f&f#qv6!v?==e>R-cnvXC~8jK&Nw;8SYY#9&_7KqxqlWcxf1s|!~ zd{*SO__L~b9{1V-q!oL1Eg-#~tKSqj+a52Vb&;8Yih%$G0`u1KF{Yo@Jfu|bZCvJ* z@fb7!jFDS9%SlII5-K9rC$QmX}55{ z0Z+)?VF$;mN6PKA;bD`> ze*2~Y-H=s(`d9~^oEx|5d1 zH%AVBeXlv{LBw$ILJF4L2zU&;QRA9;M7=DX*=fqH|S~UxTy5nSYpeF*{Syq zQnp?ltfR6ME=JUOMr_I8M;rSo1GuNmFodvjw?)Q?0`~s=b3?>X2GfsiFTh(iZ~R$A zb4J!WAVYk6*7sB7jXy&Io};WIF(`6F9si_ui3PHrnjHb2;Oi@`40Ztnb7_GkQ5FIV zO8h0_7cZ5hVb;o?89Vklz@S8?DxBMiKu`CoS7EK_0R_ekz(mYc96z>6^(n=(k={%L zXtzu24Ql$EOCmD2$ahiN=RR=woeO8GzrjSlEH%^l$&0>l<*-Ma`8AhIpOsL!=I8L+ zL=8Lsu55GmZ{QaCaQLT!OdmnP+bi$OhC&REo`Bw*vrpL&BNh$$8k&KX%xD*gV6d%A z(EknA^5E2NOL3-1u;jF_Jk|m_mM84Adg=N3bN8>@${j5|U}cWYy?l?gw3%Hx{Nd?a z;j)K2`qsI8hA)JT^`3pb@OVoTqBU*t@|b|0_D)9~OxD?M`W`sVr}r&y)Oo(%OqH6p z_gwCl$N0JI35pfH@2@D$4rn~j_RY62m%%Sv_z}l5qeImPY1XH^uh+D{?u`?J;fe_# zC(Gudc5Lq-ikDrTn}waJSs3jR+^R3n_Yi{g6LAF0*GQFciwMUKx~iN%ElncKLTYH@ z5*Opm`sGTOP}lh|x|6ClT28Yj)hABNf@Y}e>9Q)JrKNBm+EXAEDgMh3i%A>?a=I-j zCKTGO_|bbXoEUP4hkW7uvITgB|NaLykTdhdqYwPkZs{4^exi?Lo?sJay5_+(q5 z$~xiQB{v~4v~{LK8UDNzFWoqFVR%zsdHgm!M-Fm{l-&%TD`TW{*B(6|gXiSBTeL7_ zDOYC%nybJ#UEIPew@HYZ*B!c=g63(^`h!L&pXmGy+)p8d&yJ!F?$y%JiTg1SsnPl_ zhn(rXl=@@qWzkRPPXj&4%d(kjzZo}9R)<@}J|B5Fh?!d=juur~{OSMopY9CVUq3M8 zttPX1uO*BKf08svJb4D-t)s8C{4A%K1Cb!A)>@*~A$uokhH^v~|jo4UYnxu>N#LW5iDNh`F z>8JBXSl61}gv)#z(PxOZfDXsGtJGfU73%=Q293xq&@#p78!y`wzAa!_gn8le!*Z`U z$m^{HxumlVC#AYCGXZ~Rz4Iw;DFH6>yi9`KA>oFx>zsx0c8L3;e&o}D^rJLq-ynLW z{riy@nocDzsG0u^{q^8-a$h9V(Vc`?<7nh99tW@W`<#^bwwh#w3UE=Rg2+ZyOig&T zN-jUV?EW^I7_-6?u~`7&Mq=f*Kl(ORwxip=1Su(L@Pd`GXLE9Z?L z4lUdtS?3AlmrP3Ir_+Wm1t^W?ei%IOx|jiiM%}PDVJDS-2x@@{Fyy3Qn$k?5+XOSq zTIxHggUtnLVu#}1iEL4Z>pr$d!Nwm@W)DN>m_s|b>Gp0g&U1qV^>&!}n6;a{lGk_< z<4-e}0$#cD@FkeW6iX{22s9Z8Mv&pBZH)|r*DxB^h7t4Al`n_laWrg>E)5#hsp792 zCQB3DI~%uVFjsiHU52Q_7@)aNvs5ObWsSuum5d&3)Cg!`EY)aUPfg`tV$*4-Iqx+< zuN>bJaHu*}85F(+z789YW}7~G&O40f_V2P!{$W;Qr&P2f3w=lcfgU4aWFOnrUgw!B zGzZf+c2RFS3VDf6MwTRFo&R|@(ENq&m5ao)muOF3I2Bj>-McV!@j10q08yIonKwOtTEr@N%Zdhgprb| z^?EH*T!6x2zrB$Fe*m`Hf9sJx#QAV_I4#T1qceyQ?A{up*ZJ}Ux34w1Kc^u$37v^3 zFfyI=K?)%zD_{5aIVq_sWDv#|9Y(}@h`0&gUqWc|goDKy!^elbi7fYZBp>8N@}8iZ z!X;~|QNf3&SEoJJ$3ILXinrJ@Tw`tBYjC}gYVv>x!g#K>lS>O!?$CEX*~mym>X9XR zBz<^ws^rusmP@C$d)9Ifti#pp-@lX1EqebaHNv%BjMZ2pR8mvp?nW}o>_`_xzPHXz zXSwcjk51`oD%|sTD#(2;)^>K+tKx(=5YO%)%MSk?9z@5CSWS^VyVl;eHIEyfcE{2k zzTCL#cA?15yIve&cQe*%ZqER5P@SK?0mG&R{ zE(_YY_n27M`o!zuONUnle#O&9mK(Y#$}oOi<#O&UD?@2e%w(Ngt#kcjNXB$}y?X8T zd@cD8LdO?e?`(u7Gt^GBx}x`TumK^0VhgC@G!I90&JS6X1syid0&n>cZ@Vb&Yzve9+_V zI~l^ZtuZFCTzO?lqR0b(R4iYd<=QR?5hhcoZF==ecUjlL^QVfG-p+A^o4ko`xUf^e zl_RQZxzQCH(LBUM8Pv+_PHwHvHv~Z2__(0+eJ-}az3p^4wU-^bvRSDzRH|=C@iA0d z4BgSDx`BvPjo|gV-*|513-laO+;M|2 z6Ph#qP|Xkq6)o}T0w;rdqXMb^IOesk*5Yn`K54AYC^>Wqf6nTx#v!E`z2vofi$7H^ z{Wyg<-@l1T9Q3vLVh?;l(MFl?;T3gqJ#;f1eMc@`z~SK2udPyp3KQZ*OUsSS9So@E zb@{$Q^Q@AMfT{#yTiyVFLM#6nYAYJiTZgR-+NoiuOaEx9|5YCX8@Jbcw-ytB7||tW z_+LXghSnymP$2y{4l)Kn8PtvMtu4{PY9&5+@625Q&Ho7DEjZ9eD{O=jt1Z5)LY(I- zr;l9Xd#c#UQklb4Dpu$Ec1f*d_1+JB0o)3?O8|ummaMgb) zbq)@*79RZ)XF}{CU4Fga3|{IxaGn-R&lk1ySds;i%Vj!O>_~(5z(PC%_lwCgJ6*h| zVB~z7KD_Dsetyn%5xM1Fr#sql8SX7^xzS*My<8~Si2W!(&4Xk7Zu{0z5b$KTnGk8J zWwZwi)jJW+b*}Z6r?d%4NrGYG!YXBv-0$woM?=(+Ie{g9>0%|86+y1iX?wj{#1h&N_j2c?Gw|i3rflF&?WKQsg*A`q=k#NcHnL}p`iD#mk9EAw^uwW zRE_E)P@14pOsK{1tKTe_uD;>nC)zEy)Du* zWJP19gMB+9Lz;Jeow~7@E}ke%!#H2ahR(*)Ew6dR=GRsB&<&GPf9$k)M#1&z*`ji4msB8+k1{`$|Lw!%7>ddrc|Z;W*2X>2h0XGnw5 zRz*AYMkex8x^;L(=Z%EH74tfr2oJC?65a+>lg&M0*20ywhtL+#+&9S1qsxG8~I7xh_3G}L7|84{(&rduW`|%=IAbhi??|dmMqRYiH8p=T6ka+2aktc zKzsQilp)_SB8bEyN4#eCOZ3yRq(ZD1uo3Z_$eE+K{|p~+&d*7gxO&%?0BLH`$W5hU zYzc5pz*e6*LAP;65^3plFT1GAnc-e;o|RehK6{BFw5+`Gq8Vz7t-up!S~*B+-RO&n zPFuI!NyFCsZoaSb=VO({eZ#fWj=vAxbvDC^ebMk~FHsG>`S58{j({8>cOL39mxU3} zDKoVea#zNx!Mcj#r?&jgWjgO5^fR~lsOMtqRvd;;-8OJWs3|!s9$Ct|ee?2Ki!nT` z#>}g-(UdiTv?L9&Aj(-G3V}m*&V>u_%9YkV0_ST9<cvHTi-YA1F;Q7K#deP2>V@e1DR(T=Spn%d?7K_t+)ilez4MdW_|fM+>i2xQ8I*IlC@6g+@FGVv5oo|&$;rqOp|bOWeU#PuD==09Q|WL%))GIa*3YwgKwLoK#z^PlBpw|F1j<1d4oz$Y?M-dCLxj;kgk zq?Y`RSFNW!kJ~y6>q6h{op8C=5Tu;FwAeIVf#OMFK&W?t;1TzdQ;gPYubM zD6YW5d&sP|^$B9X01IRS%GOk?kBKkOqQDrM#D}t0q%W~c* zFpqJ%t{DUL{R5OSF2uINlAJJdRI+DsP!l>m$bBkTH)w#ekgtO<9Oy$7{&kKomaI|s zjivP(>8lLib>69WM(<)RKOnePD?-MPEC;zqCOY554T?be<&g9W8<*@uaLcvqJ;eE% zi|6w4R^3}kXdm@)kxqwUS9E#V~k*9o}Zn(^|?J60YZ8Q|e{B9;@z&}J_NnMgNSgy{;jtybS zf5jw^#xz}eI!RQc%$Xe)|Nf(ZGs924)GpyJTgwh3RhK;MEQsC2s>!vAWFUBMkj2P6 zXE>lNKlW5vk!!8x%`rQ5?j6UuAT}w*TQ?Om-IjY9cx7$lMz|x~y9yO`nlhBfnQD(I zdE#%K)sLHe_+{Rq_lC_hyWilR7AS{QIV(t64*Lp##$v^XeZ6{USNmCmB2u$y8$M?e zxiHto4m^0zJ_9C{LQ|6v)IKm<_#9r8Zf|A>zS(vWn!O#0F=@zPh?t#Hy7CtT4M;m( z@60xcS+4~A?x7s?`AZ2l=JT){?ei6-g;!g)?fSFtzkP1C?6NO_Yz+;v;B6SK^*#R% z^Wf7(yPK*(XY=@lRKPhAkE4`0JE5P7sMy!6pT%@twq50)?R+ zmo&CH1K##&5vxhUJNeR=;S%x7(z|ymv%v#S2kAVdex1tVmyFFIDZ>X`XCZzuH9g0c z8*rk}-YxV-XLQzPWg}tLJZJkHkM^i)i+?7@W#~zP8KipS52S|hLl!;%wTk3?V7bw! z3mQqCuFTkGDbFcxyu@?54(F8CG+9|$iZ0_m)te{TJ5Dr-dTe7*46L_O-0_3OR+IZp zMBgFA^hvAVWQoFF<5t>Q2&UTzy(o=#@I)M2G;QJH0xTE%os7~EBL=7`(oBIqq?+i{ z0f{}}WFo~m%xuY=0+(X+MvJNF8q!&@A=u5y53w5OF#Jwlc`ZryO}YsW0@||bek@-A z-;0WUUTTaviW+04lc~(%l{`(~~L{5wc*~clojSHQtXA z+`~w!_mz9JXSF#?KSeFpp2--ngpS$1E!#z(k`X%Z5@{}}elTb(q+%imm0wfL7azsx z=`HSc%6=x`+Iivk8par`GnBsEgfdO&%j;07<6BlgziXbh zH+wtYqEg=q7?my(aYsjU(PDq73YkG}Q>70YKml9z$0hP|n+NwRgb=Q`Hp5)oRZ&xi z9tddX>YPWcM|w;?nYg2{^;2C_|7gH09ci1XOoYj?I*3o zR#RTQFrs%f;@vsr6QITulQ%e2JeAv`TQD_2@c1;u$`s1SF&z>5}el{hvH*t-aU&zmIF|@s9C+ zc>TiA56I1RUFS9DJbuS9)mtUW8}_8s$>&`mvx`;&tBLXn0Odj$9H}Zyzp2N1_R3!_ z^XWoS9yzo3_Vz`X)SDsc(yM`9(OiA4#r%A;`J*8PPppcjhT~53(sXbTU)?W|tsV@* z#7^`6RX@n2W#RYN9c2D!Tskv-gL=NmWdr+gET4DY%Vq59qe5`5t*0R(@eC9aaPZO% zg0bQa{c8$BpS8~y;*L)Wo1bj-E2&N2{)$bZ@lXO+$o=@ONa^btfq?tEBcs=RGqbF( z(k%|3;^s5#mNCW|<_P)qgTW`c7hlDF{y3thNuHzog$}YAFL5S|UD1`6$#I85F3a|p z^4_KMqO99*Hv(&4OWf!}YlOeD<^5WwN#btex%oKTovtdMvXMR;CZ7u4!g|i`6Q=Js zdp|h4zGsMYwd)>Y9s)sk#pKJA**Oe7u4_ED)VU#VH(%ZhHRYbj>pqy(_tC z$kV1x$DQyL+H$LDUNt}24{&NH1BsxvXQXnTuzL!_4pH8`n!r2SXNCJ=92$!#T9p$ zs;=z@Rnk)&F8D*{ydB-=n@xdf-U$8OKd-#C7xK_iKA_JvK+viDpFTxFf%o$PU%2=X z?AMtFyS`pg+6HuD>^|t+9|gHmb+oa3VxpvQ^XIt(WrX;dQR!^lwsRURUk%kO_6L7z z5olLTii&oLU`E5g8jbGqf3TE?&rH%@mor=PC2cC?8J#%S0|fB*kp~50q5u5PAVWAf zh~`3t&vDgpa1apS#6TS8XcJr?#SdrdHd?rdiSeb{HJF(wmYPn(K23ghC3rL@PCY-)4Ow34w#$t5-BK z=8~_sSi)s9Gaf{ID47U0pOq~}(+%cm1B zCOlr>`;J=(7;^VRcInae@p?#!8sN|}BT$qTo5>yu2@$XzDbwM;h!rs`C|D7MQ;FOryM1H2opTz>?qh3BP9#Zc7X<-z zG(A?*i(V&~DXudX&LDv)PtL;Cg67R1&kEm;NB3REYT{zO6P*xnn-?JbMR%7Mu@YLm zDpad#v8R|9Hg@GcA|zEymJMHAnfJ^qs|vs7vU|yUwx3UsQ+eV#+~2gfopSn<#!u<= z1T)D(djyVTxB@YPXEbFb-#o!Yo}Qkk^eBh;1tKUq%`pRkSv`R5vP}BhQO{%thWR zQn%;y&jm616S)gB9u>F6bt{OZ33>7e{k}b^@;I}U7Q8)ldW#o~V*S;Z17Af)r--25 zc3Kb&V7MHAzG^t`Ws-v1MuL4q{m0q=|2Rdz8ix23olY54>pPD~RXMD_yw7zspDNKk zJ?>*01L5lud$YBeGu(-ptN&_F$Pfs^ilewAlW%GtBv8%QoS#6x=4yc zxV$e9H-cIH*%WIFbD9ZisESqgEywaIaf#Rv=?RKy8>f^;;_6|r`4Em7Y}1cMEzhbg zWnOD;!J*Pl|)R6iDUA$nPD2uL9S|xV&D!6)Izh5MQO7^CslO2J-2< zI+lQ&cJNM!y1qCly%xD{j(r(HA|>Q`t`auia{_`>%bzI@+3TWN9o*eqjA`37Kl+qi zpw4fAIh!SooycR8=-7sS1^snp=CK;VYi(jR-%#zygvOg>pN4kv30Mwl<#rx@Xj(e2 zjV*V8H(rXNmE8mnQ@GoJU312uJl`^c&Y9bFhVJWyZv{q%0u*x_=pi{ww_0pxy+@u-uIqjmBm2S6jC4*UuD>6&8~q!K^e`U z!gJtDP%pn2i*lZ6UUc=CHtBkqwm+|$BrQ_F&;Z=w58+)2NYTwU>7x>Q z?6$m{oAyv7Icy8`TfR~8UJZA1a?hM}6curcwW>n_qCiZ-WBphcgifrR&w6^P8_gju zxRyBD=*Niuxm3V~&@J4N## zd=lPzxzUN$>-VZ9jsr(tt!rQ5T(qHwPmwM3d4FBPE$8+?d;}D09M0*?$NZwkt7i{M z+b1(MZ9MYI+-?~b8&eO_6SY!jl43YXq{~2r zUuR(X$#)=JUW#%cTIC=peKWG8L)7INC-T8+_;Ra;D8)7Oc8MzGN!c{nECyIDSg-$bt5RYoHYW+zEWYdg51jdGGJ55GYcrs#KY|& z?H!tLe8&_>N02;QYe%P1vHV8tg`X4_3=488TJrnuzll!$9)hK3o8 z)T4&s{%clT2*Pd`sh<0a?ki~7Jg^vGX7c=;ZQCry0Kc{&Y|M#BAP#Z@vH%H0Kld9% zv;SJJHCf%^s$)~8NSJDMfpH{}c3KDtM zoe;0{VwGnO+lqG~0tW$Hrui7xfz_zrwJiiHP8gDOO3 z^H8h>@S-a%hyok8CX-daHM5H7UVUwJ=A3Ps0II&xW#{Rz%5S&OR92{!>s&T-DzR(Y&~EPZG#RtU&{Wu77t>FP zi;YcTULyYx6mBCRRsEIs@0&%{&u2rx4@Oke3+i(@K9YTFU}P*H_+rXLOCMgGgnEbv zivk|L7!QhlyNn+Hl}@%RmhRK7u?{oZ1&~Fwom}7Y{wAo>BuuAnWBs@-f(?c{G7K6Y z>cI;CBtrv1hZV`}C8JawX}zpnQ##mcNr^C!@G#kuF!w7`MdXR<=vA_3F^fjctt_`Hj4&s)J9zsP8 z8E^SL4V%uSW=SGZI)6q(gODIK=T6ImsaZ%koxEld@4i*?>Y^h%Pzq+5OsbU>Aa!f5 zE85M-tHYPMcx=RZY4fAZx3{;qoz+YI$k>g0}O+Rt@~$K z#*9-;3?qK-O`6v+>b&!qTrb)wc#%X2T$})BXjFbGn1E)%dZQ<-tGi0v`0Y}dS|3_@ zaytADoYkg({@Jgc_}0z3G~y_=4}XW-{1zNXi>{%L4QISvzK_;#t(&hI*aqtZtu$R# zLkEb`-k&GLW_z4(OTYS=JMUSotnneMG!gZ_|ORvCdwwlCNF`!RhdA(*r3xg%g zNE4fR6YkH5Cao)|P1DjmBXuDv7;;;uAUKfh$Y#moYJCNQnk#xLRO14fX{z-im8pa` z`Xhwql4djw>YKChg9G0;BAQk@_Vt?Gd2Dd%B=Opn#JteV)O1hiL&&zO`dRzLn!WSN zVFA2;Fu{)`lZ=jrev%;(TtG1=-cFmR-%cFL7mR;pJy)lwxh;k&00jIs#yM<}I#k4r z$Q-#O)0+Zfb(-fQPMS9Q<0wT3tM8i*0q_EyWhm$Gl&e!X*$^$ z!e$a>Kj-_XE^<7(KR;t3FCU5LKTFYvz}t94!wFsYG9b2k<|Hr=wSbB&Tr?b$Ief#F zA?TVuc&7_l^Vu=OX>7*~Ej`5jcHi12?j0+N1>F(ciA&X&Q_05aV5jkbIWG2$Sn+ad&6TfGOh zUG?>e3sn}MWP|}#v17$9v}!G0H-)skE6;Srg4~74S#AQ;gnP&v&sT}-4B~k6D__r6 zS!5LrwA>!cp6vXjr5MCSXe)r}VoFe=A?A^Sjh8Up$E4-oe}W^_-gEw4GEf1DyR4e9 z#arB#bI0yau%*4p#X8}1nn3s}(Em-Wi?yzGK6^m_s~#)kFc^;@ZdnbWVk0%4R>E#U zo_aVJs%Hkb<-K2*>rBne@R{V*OZ99bM_Z7gPYX>1=2jBFvkk7l+qN$Zr!;&LO?r2swc7{p^$!=8T#>f!i z1@s7y-|j3tnmLJ3d1PUD+IH_ILdkH}JC(T9`r(Fl1G_V;)+Zj-ec5@A*H&p{xG6Cq zClZB&k;U|A^SM<;O5?eYdnerR24il3`DyL?=5$OU3(t4{aXW1R+1_-ev<(N}8cex; zq|CL->FTlkk|UTeJb5$=-Zhr_AR1qh#U%*+4BP6Ioph{jv0e(^^Qmm{A1Yk zF4=|U_d4xfm_YTWXl3K_XmB})`JHzi*do>@`KbdoKS}_& zdQp?`8GeLq>E#bE`7-xi4qDY(zDoQggu{-jZzFijy5(>kw=71rzJ1t((Vc~9H?dP; zY5G^U>lAN2gm0Xd+XKZa9_jsgKsxS;uq)TF{l0wr9URz8AeEcqN|IvVj(Q3*Ts|%_ zj>&&CWThP>BjvMyD)t>U-m5cc^YrvZHiWi^53DUm$|=tHT%M?sIHVw_mKH%L2cWY|VV_r&wJGEx zFw`3(lq5nse->el)AP$|RzI@48{s{8Px?;rWia9R3QSL>&XSa@NbpsDF$V)bXUe%( zBbA@NDc!^16%Ix==8PPnnY=o`*x7cAUaS<{L>Cq94#6s1+U#8Vg=GYXI^RYO-S~27 zrGA5RzGK+cj{fh&>$4r{GWbLxPuEMY9*~%nV%xaKbDvM6>KzcX4~ibu>H83EXeIT} z;1jWtT2TG`E~tFihA$(bVWbOIMYOnYH!amZktTB?0CwE>Rjzw8WoO0H1t*~ARNlBT zoby}L05cT}Fz%Fry<2dXmj3dAi?0@EgHi-UEXjOC+hOlnlGHmp2g}k%9%2iMf^Wk6 z9@yRro|FZMfZ(v$>=~1I-Suw`FWYyn-6*)A0I;`vF;QF;CGzX@Q-4h{GpKrP6Q44v z+NZ;u=kAU@ECTD+8qNw}uD9QOp~tB`5j21OanY5cZEhWoRE)J@lj`1F3?lM`sp!8i zo%1f7c9GiURlYge^W&6WmY=l!6wErvT&gZ2t*Zm3AB_A=?_aoVOM;k(VzdtaR#U_b zB9YeP@??YGNoqn+F@>kt4*Zo!(skgpIgpWIP`Lut%q=`oU4<(ZEUnNrP z&<6B)g4GiU3bDk@Dh7z5RrWim*?D80AjT>k1WYh=ViKNadf;K!kFaPD+m*MHp zOYw=eb#S{R?RFy>7@_DjV^Ih5(hmo{eFV-$WCK@rhY$}$9@n4 zv0a*(fmXH3pyhwrP$QGj;5mY133Zm1oOW3pJ$=I+7p;v3k1M{itS^4MzpM2B;?6 zAmk&~C@!{g30=KN4GqogaP4}zkef}g+p4Lyk14S%{bqa_)T&``9Qe3yU?wnY#&36y5Vst3OHl zb!;wB=BYehlvK4V8APEn(`uZ;64j;F_EQ&!UC#m6L^~_~lKbHb1%hPuy&r7BECa4aKMDG$`JbER$?^3mhPA zblr25$sxm99*G=hyCG8OFhs(+oT{lmUPR8`+W-O|f6cV{!GdwSC z*k+U_1V#oskx=Qzi|xh-OJLiTx(qM9gh_5=Hjfg5ZDz43vt+~JlK z)e;9|MW}e)-HWNl-nw7G@60_bqg^beG$*dI<=JA_?9xL=#dFQ~4rAsE^Q{--AlJQU z#TSg|&1(;-+17GpoE|fXDC%j5A;}#rZP8|>3C_dPdg#nAzLn|mYL|J&O3{&rDx6Gb z3LK29BwjyXKn_VuJ7397*`6dCJP7ElB}LTK8|*Hm=**h;T$?V|t}W}#Nb!p?nQD$C z<_uawBiis?xg7%eE{e?pHZxq>ghyYed9vsq8h^wtaZecxtPXVo$*`LKI%(w=@RR*z zasPP|5a|O_qm8L3F;RSlND1+w+*0m^IXArpndaEbL`@>ItJ46HsXsUKUa{GqpjPBK+Y(+52bJ` zBTW7C72!ewhw9AJ0!1`R6og>Wk@e;-{*1LYb^`e`JYS%cXfa6D*e&X@tr2A)`ZoB8 zzTcECdy3H;iZdAl>0N#@UR1=qhIIqdPjl~~4ptTEh`tAc{bnzx>K?>o{JB~TW`}n~ z+BDR;QgZ$e59I$X0;gwC4(DY&deuw)FM;~sd$_-C?C$?Dm<@gf{^GFMlfj(;rHaBH zYwetj80z%P6I*GkMR$24-L4@`Ffq|(GwX+1T>MBf@4o#26@Mdj_FEUU-045-JQI6m$_VT!|;MT zHtt|rHmYC$vHT1ATv`{K8CZpKjD@-bD$7iDk{S^~!0J^_qr*$hQd1*@xru*e0sJqd z;F+}8>7vyUSmJajT1`p%!$w}!ReztHJr5=MsWw=2wCIb;ThXhecvac>&oG&gknga# z6f2$PMk}LLQ&{qJ5OBr}w}n<%-twg@YH?b^l3%VNYV*;rBt}QSf(?I&8P$FqFDU^> zf~#AIJyH{|^{4^M1lq?^JAAm@vGwcbAh$D&Xo~W?BrH+#Y0uRvPeh>ue7S48C~qpM;!D^x}0Cs z*vwM>ywBtsKk1ESqHbRk`+F@iZwJNAN@d#v70dYQe0N%c(=>qjBnX38{QLLs>{$*V zvS<_()$($fYn0|7bcM@d<=f}026ms!>erv1$t;IDCnO|nPw%B@NA26ti_DHB-ojsx zXlUrGmx071uiq_PMK(!?oQqzS?&w1G<_sdE{{E2}P=1#7AumpoyO-D96_0MsJ$1RR z3?=F{-&5xOt$2L2`A_j!bN>Gm@i=qwbbmg{w(00)Z(m;_Ca(1fh~A>j{_+JhNdCnhm%v7{(|Asm+jknTLY%M9 z_~^+;x-35-VLi#~Dh~}s^8nwQTJnCaoJumiD7C@IzpX-jJ$%4nSYylYWgwYjv&Eb|@f;KkjfOG~^@G-$-awO0nP7H@m8uYE^rVXVEC8c`*a@T71 zsHO(X5cxSmBmx!>8bBgX;>*Y}3r}38eo*p1t$-FZ(dV*31|9pEQtPGz* zjq}Zq&Q_B?!o(NvSdkGuSQr^IL9)>Zu)a%l1Yu^$vNey#{`P@;cwcTZV*ZT!|Gnre z_#Z@PdzD+^_a#>aKAx;uwzChY|y%-9sYf zeyA{>DTVH*igCz^-y6!IkRlNKT&*kANjFu5kVWe)tH6KKnrjhwj~UsHC1$H?`ji!f zVwb2+KnJb5dv{8m;(AbRZ({Ce55`MHW%a{-vRm*WnTw0)v|qY zQXbC_+ou&okfD4;V-dH94=LELfWsx}%{pJ}qKg~RV*cZIzO`exDBO2<-6rB92g4Z; z+Zc%!M<%ZbT-215#O*h%o{dv8GuJm8bRaQ%u;(s$l3tXB);gg_)yb!X+dVT@#^*sc z60SIwCOJfC9ZY$_6u)F*VshGn{c$mY8ULDn9Sdf7b3U9S7+JWt)8>zi%4&C1ye### zS}rLXgd=y%=-sZYsJ7}IziRsXC&fTYlptMAa^(~wkZKMg5mg4wRf6B`&_Doy9;&B6 zew6iV%pXYN4USC#(x;F|m4Gp`9@_A|5)(jya_lhzG!-H>A0xQAhQsBvmc`3|N!+cj zZ(RxJh00nzep%QFN7T}Db)ZHh%{|-NcDQR{RIgumYgu$$@@ZhFh_bWb_$7PZ?_qvu{Gpr{Yz^rnZ`$7z(vXdv7cmR0#=!JNt<(lj|E;(vHnK zH<-0bE73U1?WT0*4U?$L4bUW~Y;yTF2-Kn>@V>+A8Rnt9(`#WZNQjSNWq&E# z2>%OZ8``?_70qngC{;|v{<@@a>p-N3+vwYevI@+h&o}9ZTy}?TO};h0)RaGTnbxI} zS+Gr>Gl^z==&GB`RY*HL!d(i!7`V0n#RN4KSouIb?g@gv4EY{gETvMc!d>7>ii=$W z+?*{Lix=W}QY&)I%vLKRE4-3T;`Q~VtQV0Od%xSXNz~Qns6J6af>t*=Egk3WDS0eZ z{J)n0=5Wk^5;8cnQJ2}w@{oWs*D#oyP!ymVtvIk?`%fW=i5(xy%5K1t_%VQyWrt!H z;t8Jku^At4_f9zf%GDpn)b}p*GqoO29zv;9hGN;whYoIyE2f#C9ku{1UG=>nXq48AsPMapvjFlRsz1 zEdRj|n#99;Lx|Tno!<&ln8al)39C#Nt-%AS_9pie0`xkfj>?H_niIBs6b5Xj@AEPz z>n+V&yv>oBpoGu+lIgeqnLSMNhn~Vgw5(8~$(SEmqxr8v-5Lu&ls9kQWP*NN?{27d zNW;9~Ugoz6h?Q!_Aq>!gy3^G3q{DK8Ud*m=2$WgNUb@t^vLx5C-uCleG1V%qE&N00 zCoxMS{}MjP!mo7$A~x#SUncqQ$ke8NLVrQmVs9LxA2_lus=>VW{N#mw;6F9~`U!s} zIA^d7rJ!&=4de?e)cXgbgQbX`EY{V4DbR?P^bUx{)7kM&e;#z)E&~y6IUSYlZTG(+ zAz*`kx8u)INFygd*>Biktsb_lDKiYy(a0!E60183pfA7&YYPgHB0K3}AI zY%_2p-=39vt8REou*0v-f`>3c_i}q8%6V3Z^VBjI!X?4bP8feE3AZNKgqnmI%@$?& z<2lk=OsuoRuL`0K@!T)ZdOtASx@*W4$uo_{|``HJpKQ;L8`!3+=a@=L!B2xG+w)+BOJc}w=o z3EYjCGg+@o%{tOYWj+TaGeph`)^=pl9 zQSq`CrH*ZK6kTw7)-OGnyNtx*b-!u3i`HAn+eHR5iAH~-P2^|U&v<2Ogkg}q4449c zUIBYy2u@`-Ry&9a#&6ilNrFAv1bZwgOyvAKjp9Boo;ZJ$DQ?J%%3J+2I3;4K~OL4G`0^K+Buk}UNI{9nMei#v*LT0=Gt2U89 zLaBF$!ggf=+;0SNj+=$1eqQ!;WC|61L?$99{hZVlXZ}v#!njYetbHf;Q6nD3jqm$g+tz5}p`r)C#3!j{LUa5a zAC_kSJ@UZ$l%M`~_?H0bhOX8u<-*t&{_Wn-)sOec_Q|u4NQ3L_1hSoGp0B|co?tQQ zd#OKJ`R^{W2;2%p6XJqwU*D31@;}>ccco^| z8?TBXVD+3<{p_+lB{wZG3z0tAF<<%(Fq1H6+_!{zI<@G>f zNe5*;r96Uk)CfF_wlBz!g1h9L!lkGsC|#c_@e?54ka%VrdG`p=RI4g8>Qb~%v77{q z6Hqtw9#gVUKrdgvDiBa-EwA?uljJ2Xawwy^pQ;qK;SQAvdjZn~b^EO#-$@x*f#Tu&C4M5)37l&l?W-N*y;j!l!O= z1H6vf6>|T<`Q2Z0(bs5*VqiK~$RK(bN0js+{c=Mfpq)Ynq7kGGQlO+}_lvKVi1*#a z=F}(rkGdHj2Ct&krWGY?f*}UK%nkXaZ&BQqeVEm=R=%Xg>Ya^sx7G{STjw=n#Joj8 ze|hXRauhR70Y#j%oo}=bwPJ>;11goVofU;4~9#{!1&3O zPqWr`9tO|#Wa*?UF}V8uPKAFaNv|gFJ$Vhn&u3XejGr(!-H#V%?a=ytCmnro+ud#* z-&*4@*FtSHUPb?*2MqH`hO4wn0jbs+P z+)eoKsD}7gaohU8I190#R^8P9ONCwSoM80hOPMh1iywGB`y9&uv!Y4wjx1;f`w-Gr2;#w@Q5av_M+7LuJ7yuIA~td z!Z)%9$f~^XqeUg`8(>{D*h7)!E-ZZAcu{QV#Y(L6TN5=beFU#7^}Y|g+r6$|bPRvY zPQ{EyK(FEBTIqAO4^!^>ZvuztKCZd3T_fjq_3$@ilN14>0MS zNJD@tQ>3dq|Nce*FXe`}-|=DtbRpVfHw*_rxGpH_{RQ@F6*yUrxZbxfOtNRzwjHi_ zJ$8+?1K$WfK;d}XO|71v{4kLzuyrt{<3U{tJ_*U9r7tc6Y=w<+EoJ|o*osJN{{sDP z3})Q2@o#fI6`GmUMuaqxIY;@kjJ7S$lbbpAqV8X_dJbaB6yrWZ| z4^NubZ@UO&x`GqSYOc%uZY0!N{i-DFXySFeQxSUe;?Vcw$nE_a>9)`J>jpL^&>ZN$ zD%=Si{fQ&|iUsG1&)f*ZQ!_>}2)+RugkI7m+r!@-MR}{R=Is(-oBG$%xcwl-pt*YMXK1^5gp7G&&^=j zrbsj=@+u#{uPf<|S&srE=4TAwtFrPwzpS#$h3b583B1|NI#adapWB%+8+VhDANX>* zP8n#mV=KYH!r84M3g(v-Z&XT4(@w};HsA47Z~ln#NEV1>jHnxYIHcaVKJ~YJ2eWY- zBj7t^2>##k9jYZ;|HXHNr~iZRzD$%NB1b_u8i;iE7)>>}% zv#PD8f{N`1)KUQBkRq^%z50~UuAJ{aMTd3_ECO7W<)I1UAl_j5FRX*Nkhs*t6YK%m z1ORn92+>ah46C*(mPR`TPF)BH(d*!nJ?k-08%|i9 zU|}0n2~Z_#VtAAK#4#+=?!o^K?NAD(ue*!jZ9eKE-DXzyLT{tO+<&{r~;~IZCu4s^_^^&4{sDrzy7CIaKP!Y=)yQvgq>I&X;{IuyV}~hvQrCLnpd* zxVqq=32q)PQOc;A2Z1ZIcEK$v@&a2lCi&r*Y+mF%1WsioT{*sBpwB2y0DF}5;%n3f z;t4NYOSa(^hU}}K=n4qCqkMiJ*B`EL>NR_e^n9d_^@0R6Xeu?92P%=Z0O;*(^0oTw*#CSvSo}IR&PE5Y^khTLpY0nRPq7{amSWU$w+C_`pu!N9Piu% zSImj-ObKEFBI{g=#l|S4`!I;Ydn7rdWa<9g6rEX9wn>&C*vi0Qa(WiEX) z6@3T?wWS}?n!sG%l3KEt^~PixxI7w6R$sm*gS}UI#U5VP&OMv|)~2VLDwQdsQWAa2 zHn*R(INaGLmc!*D6Lb7_Gx9^pyHjAuQ#@E`Ruv)Vc>5uSBJ`D-k9>-ND#JzkDOcn2 z9njEVO0bAzS)b$!f3({M$S?AS(E;BZ~FOEgI_etY<&;HTJXd#sV z^z~IFG*gW-31U=PXN_U85JZ!>X(a_@GbfPuBFM{IJM-9=BO_G|qLuJZip1@Bg83cS z1+-?LIZ09asI>KzE|D|^eKBq^3C=m`HKxc!99PgbwhrG zU4xqhT3xr%EGR8BFL7ZDZV zTtVWe_LR(!j+B3gSh}%m9R-hjsAVX|m zF(dO&e=2%0`NIkBXRk+R06;^zQI>vO;HjWHxa&_`xcDOn|snxbZ`&MPo{hPZgT(a`?ask z{fJvss9$!EplYsDvAv?X}!&QDPaC5Uo8h&2P%YkMlqE&+_Wao?r? zGdqHM9bXjAhIcC1S+G4}F_tr3@d0_ThFFUDahTW9ZHd1))?~lw&g(|1_7|w0XsDUc zz2if)*|Lo77yV4d@=b%at{`lo=gX(u$ldCcXRkWx;%PUpO3@AjU{e^_!d zKCZHcRRl*=-W673)?w6MnnQ0l;jFKzO0Y+HYm^=O-u+ANc{n$nyZ(I><$E3VU~YJo zP7+~O4bN5LjmdhEi)VsB#_Q}$JF=QaI zy7Mr7hWcl-_XjvQ2Vc^MZpQ_nFn6Pl{=xAHkgJf9(Bg##L-`;XhTv50Lc4e3m|1hom`%meMbl+Rd7!<0ZA^lf2fW|D9(E`vHMLY@`+%c4fY_J zxyT8Al>Ylx7+hL7vGho)dzXL~yIQ$`>+UNB;VYVfG?6rN0GC=hUuyE|UIxI&m~yPVv?IPdMxC*_3;Y5!vcA& z>Pv}Sl9H$ObOkZGuazdRMaZt0c=>SyJod>$m@LA=g)5} zrt7;V8a-)wY+rs)u*qvO$0jSHFYJnXNRrK+_42!gie6cuKUE3v^GKpb&@(g#I=tp0 zNXH$izQ(cf%va3-az^c(BRVF9a5C7>1l4MCb0CX(BN;*j->_O|D^QqBm*&N>w!W_A zPn~*C#+WGoI~jA0^3=#{^PdS5hOGY)JF>jh6{#!wA9PI8Pc-v|CjJz#7v%O;Y;5c) zSkiXSENubV)a32kVL->215Tj4tf2Cs3%^wZeZJZA-D=}=MZ+k8=VOY}WZC5EB{~*Z zaetUzisF30g|owy3n%W`X?q$CgGn+lFu+n$_Ie?_DNOiLubAt2?!y(Ds4PrPb39x< z_a?JEflJY~>RGD~l#6h3>d`Jb9mQfR8>ZFlGcfgDv|bQbVAbl4I$cUP&eN9<1I)}D z&DM{<%B>MaX7q^Upg$nCYWfe_3bd;B z1%4`NiTsw(;y8@vQCwV?Yzo~9=0)hNh)JCA0IO+ zex?Vjg~_<8s5iw~^R`E*b42oWzM5?!Nt?m=kkdRK)C898eOYMs9E;#xc;)WyUQOv| zlM0OUD(^-9Jz8M`dxWgpWlYnl<$T5pH58t=cWB72tT!jgu0_-4t^3)8`utNA8m!P9 zVoq_wD~TYCjGsS$e!c<#Y`rtsET*h%Jce`67zIEfX+3PL|07OeK>aMg2>KRWCSG9w z5^Ej>%mp|$&p$DyyX}nSV&CVy9L?7`PytSnpFT4GcDEGb!_@it| z;ndI0C{K_smcionhcgBTAaAj85NZ?*_9EU%qW!E{v;LB}MWc>Tr;sDjRrP3qrB&&aMksi3zp3&7V?}B_W~E7DG-OCIQihS~ck-FB>=oT%N-UUTh(+ZUhTp z*M~QxT{4}?SSZ3}e+eY~R4iEG=n2$2cTLoR_dB*7p;dm7&AYhUTuVALM`Lehnp=8f zCa!InhrSOqDt&T&_$VxN^bYoUl!nmtxC9x#EZkQdRV3ru-)B7Ocf&miPftfzwe`?$ z5x^0aM|Z%WgTgu6_|ERKC1d`pznJf`p}}O4rUTmykp8!pgDKRmn!sj5!)%i(Vq6 zb~$6o*>Hsvl4hF<9c@Fa0!aeBj_p>=HB%hvtrlxvb+2;4vM%xNuZt`51ldL%x${*C$(UKPLz|`8`!w+}SnHPHO-vrj$_^8o zC5si^YL*)zvgkH&iDNLg8z147L@&p<_QDu&k8bTpq=*=5VfG5{z^bMA`_~<69Pd4Y zM2D&`4dNLdlNx0B3oZiX)js(O37|4kHGe>5j0u0W7Tj$@;5@;|6%Vf!?OCe{$EiP zkW^Aqy1N?$L>f`Lq`Tp!K@gA+k}yg_X@zcpAP}a3 zenQfS%_&;NMK3@j7RZSjx!^h=OY)xmCD)zUeFmG&uXOjQPSZ{=bOP;WHC&R(8I3T+ zRVFRc?Ck9P!+|SLgY!_||G*_Vef1E}e}c8x!wIt|yY1xCK_Bo92&*1to2lM9$>Y8v z4DGQ|%`IjW+rL(;e<1t~?7-e8zdz-}v^5i7o=sj}zP0CbJASO-er#4Rk^V~FbZ(7H zN;PaZ#7~ra21s7MGjRjP?0+kH>Bc5LX8JqTA?!a;9cmWk_LF7Q=VufbRAq9@(&E(L z4=S$qk6T?v3DXOijJPIi|8{lAd;>_eZK#9M?3h>YeKFDK8PacDA z!jJ-dw3{5yaU$y5F#?uvj}wsAe}h}uu9~$bw`T6fwMI-2?tF&*%hYay(SMJpC^2*$ z?dTu6m!C9u#&F5P#Oz{(1FTSK#1{c81lbCmm%*%8MT- z>RG(Y5-r+6ZoydyP=aj1xp$oh@q-}PAj&Ex+0U+)ydZz;8=Z^TR*i@?EKg8$A^4x# ziT`1c*f=ym(jg* zsB*1q&6zv#4)*Hy>5zFA^w4(4fQCQ~M#Ww3<+N_z%A9RScYD01I~-i-dUB5=u0b3> ziVpNG8hALiUr{XNlTK@@GouP7(l<_i3s-s;Jx|yiy)BFmn|08a=2KQt$)hkEu+JT3 z-TYG&5=2vHr64UE`jMjcFc;a5@$CuFlHMq5Za0?=f1xiBAgJyuqS8?^XIu9y52izv z8KjbQPWz>;`5jjD zJ)Tt+^v!~z*Ge#Jrf8zeTDT-44mQt+gMDxGGr>!ZyPZH=!l*ACNPtho{}gkNtv4NS9yj&LO4_Z5usUB*I$CQAUge~ z{W4){?n@1v!&~s%oZ61%{My;|%aotapgWR8JXw-1V6ME*x}WM(O9uN7pUHqSNKZM~ zmBe>I@?!B30qe!JrUagM0^Wim=y;QRd@ySN7NO5hiM3KfB|(h%_2+3u z*c*bIxKypD|JptA7f{dV+ZP~WwkV-`n2ccu!H!BB59_`_766=xb zDJ?1b@w=6h3UMM4xX(Mp&t*^aXc%BvY46}A zNHyt2dAs3(G-av%%i03~rUl-Q)l20I{zKCBU?k)i z-nWjAR8`#_WWurN)^E~LLLLmMh`iX%AV`qrH|xfivvHK5IkN`^a6{Z1RClQTE`WT;9Zk64#9ahX& zd8{$#P)zSSTQ$el0S2wGH*n8Y8*Ev>SLs*vmb+IA`RN5q*31Pk?#z#XBT#5wh}9Iwqc8TvW}>>Dr`RoD z{ib_AN_3O_d&x)|94QE}@rz{D2t?JtNMyFRx7+UVT!$ecn<}=(Aq5esJk7D@+jx+V z99t#V%g6C1mI0~pzsg5i9=D!zVWk>eo&0>xKyzlC{XH|W@KtVq|7=>=B7__i)XVHn!E2mSz z?Y~M~v?*d8V@lVOF1#U!5DZr!a1*g;FS2b(6)b0a+H(RrK8C^E@=T!o(nF%hQd=$y zP8u9iHc1*=?{a!VFZ6c~1>`Rdg=25}gQvA>5ATHfcfs4wdh6Se!%u#^!n4}x7x3v# z)YSf5HMUdB1q`21%#mX`RxNEYcBTW(SNRdXD`3<={&b8V&^C2j^SofwJ1vK!ZXY#| zCso=4&cp|9SjzV#Z=`6_{a!bGfBl+NNengoW!_0% z;}=xLo3A-ox)}T(kKmAVXm;{Xbh5sRe13-nbYo_4ndiR4my7$p$A)_g^U3T(<<|m3 z1A?2!HO}YL$$}1pHiP|x{qelW#CielIJd)IhfLis<()|{mLEk|1?}3)zdQf2Ciu=} zgRhsXzi$u~POKS&1s>&}zxc?%9(Kl>N1}c9F2#c&czjm&j77Z#4J#=vLo&=-))a+A zXfC4#-r$`tBC=E>lgF>wq12SCm{pq<`r_Iyx073yp-@GL>)oc$!r+pTKbn)UhC6DL z%*l`0`}Ktjm!ndq+Xe4^BJNq}*ZJ>)i+3K!>pgqhNU>K1#_>*PDLpw0>mOrLln;_C zsWTZ*_I5`Kn$RRE5b zt*CdtCAG$dB@ZtxX6Lde%r%d=Y*gt&W?|WvmY?pDiH5%)si})(nGK0EQ91#l)b{~` z{Nb%HQGW)8>Yjg-#AN-Z{v?N+>8zbqZJccG`EIL%0dp?oyS34&oTCZo`$w#cGmoyWIF0W#Kl*y7 zuou%5YT*`ud_wIBcEfa`tnh2*h_*D*uQ!iTr069}p5rR?o181wj--I+Z) z|IPUO_9R{{Ti7R97JuhI+wI+)ryvO(`2|TX%$=nT39AiYw zYu%ZWi1Qq~>)YI^(%lI4Z5kHfy9Nc0TE@2PjGr+J6uY1IY+uAkvGpzSx>+lr-^$dg zBW!ZxmiKcRP#+f{|Jr}Y5J~E81KPJ7K~>f2%)WRrckvPI)OINBCz3^yo@<@!lsajs z4?}U8;;2VHG6;$d&q`ywjy;uHA#XhD*ky9v3}=bW5?hfzG}3l*6OcB3=&Y8ytir3C zc$j3bL)N}FS`pcR=XFC~JZB4G%?&-?@x_$yb}!hrP~J+n>Z;s+W2ArNXBIU0kN1f7 z@E+TxzPI_NqRP11tw{hLd5E1Y3x6h=X{^bh_1^kg9{u3l0uAScR)>KX% zmr@fzLb^>3r?-K4-?fHE%9U<8MOS1t8jhnsIRGldyF=hDROns>&yHw5Ju`a0iL z7gLr$69^fW@I%JQL#h zA~!5LH>HPAaB!S&8^oJ-AX>IJ!vUEDo9)}5i7ywzf8?wrp^U!#9{Lo1OrmvC6zXW0 zjnB`kv<>`UTTl%z*VGTByb|c8u$LVYLihC0%Lw5z=TSduWRA&0uo?rMaeFnZDC>z3 zSAIQ-lpyBDscLo};TE>tM{w|sx7sZuk8 zh`=j9Vl0dO$dBz+y4oIy>51otBuXTs>!`aUkWOU-YJ90E{e4?NbmwGIQ2I?1v>RzY zf1w>Cc}BeNcJwt=`0nCc!L+0DZ4oB!<(Y{(!J@Tiqe4sKf`+!T+^(f|atviua` zM#*WjRDj2QQ%A|$J~`uM_Y3gn!&9%KpCz@6PJ`gIRL9m{}+ zN)1{9x@!8E>iQMbFp8LEW*nzCYhmXSn${a_3k&xn^g;!&nN++z6&+hR<_$^(S?5Q` ztKFQ!yBjG6kn@#_>iIZIoMZ2weV8`#cCmuI(N@c0QW+?OfJVO5}6WiC%r4Qw}!qoK@%f+o^co)(k;0d+2xV z=GKY|IrE}lv-xpMQj1LTgrr?+2Xc>ggF*_8Sg|gL?+fh3?*NdC)V>lnXlkNVF>A z71-C2rMnaTt!C9dHC904vIIwha||NNG6Gh8UxV{mfaxPx^nZY!&V!l3YiK-6kNge7 zJ5T_QFnMSLT0SH{Fc?m<{CL@EBi^Jozo@qNxZSKflo9fNLNwQ{WOXxuJoF&4r0kl@ z(R>dyjfN)IKpFJ>r|tU~H{XU4!z6@(lr2JexGJ)hN5z^t*)f72^oGs>^6-vz?KV|0 z0;qaTX!I$t?1Ol@HE$$C1>K6jNKQ5PrC@(vr-B7IUh>8XOoZ41J}6#maS@$00-8u2 z$QCUUxvqr^MNvA{1m~>sh^PlYwEOyhSg9D5cPMMChE5+WD0m%VHocREKt^9b2Fp0DS?*$uNRpnfFlL_{pfjy(n7nIB0b5Y$q8yd%CvaQ)Bh3sGRe63z|X_@zId11YFCRvlE zve>J;KAU>3b&}B;Ivf_M;)PegWWNAM7i>bnR=kRC-U)ZLp{?*6eZh5T;Jim-t|VnX z?Tw89+Y^(TvyDjR+Dp}>J-m&X#IS~?1=kyi8ki9DGG;3=tZC^RQ=P3stwaO+Y4kN! z-BVS~yzpPb$v1#D=$v0r_T9h)FESJZ?OWY`%ATq5Bz5Egk6_1(cM0@GzkimBMJ&>` zTT>>z@@+BV&cTTMsUBg2@oh3OcQn^c;AB{g7`?@}Bpt9jrNvOFHjtk5Q}BCZERxp& z)^DP{ip8wdi`OdFpL%{q0?Nap!lNJu9B7>3ppr6=#p!U>>Wrhhr^c-|rde6>OtZebr)a(>g9KJh$I$G(468J9`-dS=oC0*X`iI#nSS$~&{4G+L0*1bXA0 zpUYFTL_KAZfZCmv9Y@-(KneXod+D;Fd&_dqpeQM!&XK2X%>=AVenpj1bK}YBVoo7+yg|tSi)Ug&`G*wi~e{!PY;e6EHs8oa! zUSVx3@O8uE@r&qJ01;eX<8+1`ZeMZaIc};u6SqPb`%$#>;$fXY{tu(^!lq4}>l4Rp zlpAYa*zR7TYKnEj=^QfSfF#-c7;b9!dg&RiyyG$RQEq2LepuojiGLpqMJO#-HOyz~CW za>$V&kiWWiO_r@@8gNP2pxi*5g&T}oEe$}Dp`5_ zrwe^QdT}2P!LEwYY+8P@xHCY+&G-UIc!)2cK(-R+5xG6)51eGbX(-&I^S_{2#v0 zUq{|B=fiej@x2v3_leKbn5*DKn?KP61*v$c#Ca8mB`a%~sWZ(3HO(i<_$2k`Rqi`` zK{BZcPJ>V9(o%%e&vjg7}>3_@$Ng^!mJ_8KNrWZi^hlbk+(JBNBKz5e0! z8I5p2Zq(=VqeWk%u5-YDoO$mA@>pKZAiPXqS3W+$&B1u) zPhLG8_53BVG~RR0e>WpBB<2OO;H!edNX+qpX+MGR|g3$0=wYcf z0yix7|MG$V2kNx{2;(tErby=z&U)TdTiYD?}Oie{q?`c$7${_SP)FlV?v~i|GlsFZykEP z$ARF9aJ*oV`41l6f4FKs2*h@E)t0hs|1LiN54YHi@lL#%FfH)2y8VB3)s_x?Kio`% zkwL_(e;1Vehg(F5 z#RcygVly3Q_+Q!9j{xxaG2zPB{;R8o8y>9Ry|0tvzq5XE@c0uD<0!fRt2MJH0p9hz zCKpxw|Cg2dKWm5L;qi+%Gt~T7SN;D>?Vr;aZHNRpbZp zLmpJzL+Zxy9S@K{&pk$ve6a?Meu#p=p>G{%d2pN81+2Vz98JqVzt4b5pccdub%%AD z3M%SG*yn&O`5RzgTwef&hLQgri0nm}!=(_6iqECT(7g;#3pLl?XS}Tepp3Brz!$Ox zb?ZG))i37n)47=~v?=bdJL&Q`9@y**CE5k`I(272rJ|In0rdS^KOBv20F!H%OXM05 zJRSRRr_g3l}V z^=7-}d=s}QZm7}(m#aLBO=gD%?dFQ6kIq&)6{oUj|xKZ}xUgaqneo?bZ!5pPUm1{~^dtqLEUVAZJ ze1%8vOr`Nc(~Jk@yhsJ^pN8bFc(_dkj}=Tb_hde&JRptlx@zvyLgeb3x(9gz$oZnT zcPfX|sc!GidlFLUn?A%7XZNBRoxF`nd$`I#QSa)nTrF$mW|gT^^6CiYIbdH zIk$VKFMJuBZIk?S)o}Ic(b=p`9UxFPINH~u@y-<55b=$*M2ZSAza)&ytr%C)tO3%4 zrb&Z7hVtOz`v*fR-km04mvN2SW(CuUg#XxsK{-a_HapJaH%h)V7W{@8tQ~L1b*6L1aMsHsym{B2%J*^24i* zFe#X$(DoMoB2m7dVm;Z=uTxv;p=pNRdt&vgKw~?WBT_dzH5b1Lvio78i1YYPF1m>T zmZiDtN>`Z$)B@kiy@!FX zOpkGQ{|ag%yqn63V9MNW+(-gam`SQT@g^yUl2pdJpc wvmV}D5IUY3hmxdz`25; zYQdI4f8wssqexMEqfu z=cSwLUi15YKabuGRMUA%*zn@?P@m@ufGj}oiD}k+_o|GEn#yeh_=g&(SlUiz9GBVc zb(Cw&pm~~oawR1Ogg$KU@vr)-WfyrgVtzKQ;#y29EjF=#mFN#Xt#69$`;};|F-2{% zf`Wj-FZNJ4tql{p>b9!*^VWK6I6ZVz%@9p_-W!QEWITh#syZcczPi{juPQe0vJyQo zo|!sd5=Q%>t%frxR>M5^*%K~-fdVwesDca<&FI?~(_d^$Pc)|j`$+0Urn{r7-xt0& z)%Iw8%yIKfLHO3OD2gHNZBxNl4sJV4Tq^`q%(U@aL{zjog@ZFOyc^IF(lAM2Kw6;9 zu9-5;MC2a&yt4T*^2a{#ubk4kR_v3TVXQ|b5z??5!IO4SBHFnb$G4)RR{wcY9Y z1C~H3=WKazj3ME&RF4s;;i>NWT>#~G+>*9oxI}%hD>I&4<4>{h#x?(2L)DHIQxkvC zlP0vK{v(ueyMUp^EK~scUBaeU!m(538#>7z(b5z>q_-Sn$R`ZLY+3T+4J2^Iaj2K{ zru%F1x2+c6^QOB~X1z#vhLPBI<<0zM+~+;Lge*TvyUw1jvY=jkIKxP%y9X)_-|7am zgW;7g4)#+edO}SzeBpa87#+@LJ%rFds@H= zYv|OWSd22jUJs8*Rnc`Rn|XmkE7n@r+1i9PEjSd(d>UJ_o3wdI&WywJBAk?BASZ$_Eaa~jKf&9JA|nek~0khMs zZ^(?XDQJ{RNq}gLnD>c|5+e?gd9F8};qAtn&I()c`)c9Wk?G2LtDcO-BxX)7Wz$xx zHEIYd%|4O47jYaXtUP5iW=^Q52tFNeBwg7}=L+(0$i;MSxxYSJ?U+zAS)U-8l;}$1BHg~@| z&L#J%b4IvF!2*!?{Zh|zq7^i~4bI5y&1OR6XH&cJ`Be^yqXhD*o>=iyT;dXa*nJ-j zp=2|&r7HZDn$sZ>iN+riA`BIrcOI1Kjm~(s8Rb|{5YKJw6?-|$HZr5E&S!OLeqE>G zW#neGZwBS4OzB#Xv?#2M!Tov{)Gxux+?t(m^zJ$(aGZO&&`N>Q6B?l4GoLDcOh;yk zwiwU}muE#SCfE4=JW7fl7#;M6NBY9RqQo~n+FhBDRobqzISkvNAjUFg>W=8h z;3*RJasBb&Zd-(Wt>cyL^QxVKC=~c6X!F}Wi%=jets!amHM28Jvg>@cOqo3%>w^}G z>DXRMqxU?XVcCy7&f*x=k7gwH8+^T1f_!AFRf6l>J^ zGp^Imm&Kz^><|N=L^+l{))@g)G>^QrkmO0&q#?>N=SQ)RCps;ChPvD zJg<>D+Qo}8rhd+X(~}`~j%(I()Z#$SACp?D{5KS2KtqV8$11_W-xMC3l(|JZ)cv07 zIiiD>xWu}so7}C4PzX`LDr?zc;*=Ay!r=cD)HIGCPSjDJ3^M&yjI71$(_#&HN_KdYtFb zCj{Ak*7u^b$Sq-KJRa!!Lt~RHgal@nRc!kmvo=lh{H_!vd!iC&+_yyzj!6cv+|Htk zQ>7!+umlLXEJ@07i2bF!>u-Ec*|r)k?K9pMc1`Qd(HZbt6eK-O1#=v*%!5Fp%ClId zq00U00!t6fD4zxJKBjFy|5{7*Z1N%9S9|tF5Aijl*US;>=@0wT$_VG zRjah?>1OES2%$e!RTf#~paPoKuD36(uCuNDIUvy^ixQGnHGVEp%h`-z>Cl3T$rH!n z3XAljQU|Msu_+k_=9=QtCnJ!urkL^S9PQBx1P#wWyookC4HU`WDj->fn-SR%ozFJa z<=u%rWdaB^L4$a>-K`QA?`DhE15{n4uDwRbWX!rK%FE6Z zGimvMZ4p@9Q;-x2TAW~~BxI-v$=y;4hcx_P%C~u6m%bdUM7*X=seDR|6<_untI~oN zl4j*E{_UrMv|!#$Q3VfqT@_eNlri$x3uWhycl9Y#nkZl;^^dM(>U*35ulnjzZ-deB zPR+#(CLJmNp)vPXdq5y*>m|QAj3X<>VutkUH4nTIQ>Lu^fcx8ggiF)eQMUN9b6Z(4 zBQN5OcZa+z)Wl42gGVD(k?LSIB}kMZdmUTR6Y7KXPl|4CK(%+W)5PJVb;GF&vtImU z{kx}p*Wjgl7SBRozf76?4TQh9o+{hNtWcGJ=iiPa$H_lx9FfTqO|ndZGED*YS)Pe{ zuFrza!}Zj@JIi61ta=C}C!Z>x=1X46WwT`(pJcuGybp>Ng1Y#S%d;e|Ma6Gyp3H#B zT@9p8*GP;)4EdEtIIE4<34|C_*FL zb0$?SI|*i?8xi57L>{}J)o@90Q#h!6k=JXOFBe~bihVJ=lKbSQ^R9(P#^_2V8MKAz zC$h5=@U`P5b<-K1JaT7gzGS#KPS#DrUW%N*#BVbK%-@Ae+Q^nDOwyFHsGkT!W%}Rh zbE~^MSAu>jju@?nYY6LKeIdZaXLyZB&GMUS@u$RH-flR9+Yg(ktcPeD0}(O0c@3`> z)UR7T<=j)vnGYB<^7=9uilKrbjYlZ^pJoIXDp!7|3)X`$i$ZEu&G zQd!kxRYhv_>p!e1POzr5*j^>Vs7;Tf&k3GTHHtExQYVJtG({an3-m%IG#hhIL+TA+ zF4C^1yUdp{+kKv>QZ*e{lrv`vN5R|amGl?OKf+F(6KSjQyb|nXdQ>y~mvAl6-({Ok z`szY+3S%|g1J|j~KR`uNX!%vNha?u&>Tr5LP7s@(Mtc~Xvh}Mv5SQnVxfS&|+@4OJ z2lZ_gv!)D?ccupG#mQoJQ6v9JtM93#yJn_6rI{#N-;QyX1B+-vrf`0UE{LVq<4pTo8ye^%6tYDRXChkg*c+9*C2Xdw1sk_NZATOL!ja`2d!>o ziNUR67Oi5RF`OAvfNxStFXxFl-MdqxqT9o5JQQIPEy8*NzZ3-{iN4z6ucSArBK+Nyc()M^vWn zB-!v8{qk1juGM`YrF{1Jh-Ercub5$0snNl+L$(O{EP>d(VgUq_-d77ebrLF8jjjF$ zvbvBLdYZCZ`z38?cLKYnU(xv|hQrJB*U`DC?P}ZR#WSCw_{Da#mU5Q*M7 zjgdQM>4=O)($RD(SiZ6J6zoX15q~d4FQizkD~b~oq{*lwDypS57fp&vt#_L?jow+E-H4`I{+`MiK6m0 z=)w36Cr+HREHevSkzJXeqKsYV=07@Uh=(r+PLab$atS+W9cGmopj-5sViLPkFh76=|&FZ z^`LQOlenol?&PMlJLHi0lu8D~fE*9&!DyY~s?f8^Y&UBSv)o-OTd?yanoE90;G(x? zZZ%;d<-@6;^Q%A6sp|F5vd#SAk8P>>`N^m8#MhAT zzUR!JsZvOu@j0wvg!A?WKmrED`$adyEBr>dBHlhc(4(Dj*rTWMOcW{_A_cOB)VPuF zUb2;{+f7qCfkqzgYnLO3mwV_Yn(wwAmof?xx^#!OvRLJBmOUmLdXc#vavT$gLe*r4 zzY=G#!Wc!QlY4c9f~xWUN!kFe&>L1yyNa?Mz(9dMa58@|)5x zy68~x$y1__Hd$4WO=t<*j|63tG`?7IS;;Qu9giOX&uh9D=j0Lc0cu|=U+?43#0FjxAdrbt2@~x{Q=@67vr_K}skbNI zQ!LCNM&g1A{F*^7i>_p*Ez6#g3AXX34YRzKpVxP`BaWVK$Q){HQkSAh78wx$GcX#( z==GLrsOVX8Z3dJIh_hytgHyZXN36TqVL~y{n(Pn_zncU|#F<(nl2R1)69huo8`f*` z{W!MXe=%%PlO^jmfn5q z&Ma)oEPk_CZ{N2Yn_1j)3vr98<&#e=6_bVneoA zDe=zOlijsCjU$ijE9L}%iX`d0M?_V>L$CoU2w$o2`XP~ClIs8sU4b|Wd9 zgE?!ym;#M5o?c3{7joqArAnV!GV#PMCzHL?kndR2KaVnoxwwu=t(f*8+lV!OY#x54 zN`)N9u1MyHHYj#C^#YWfV$a+dly#@y&jd*wh$S+IwVz;DEis`fz8T$k;U@Bl0ySD| zRG-SjRULyn3?wDe~NXAlUtFYWzl~474R;^ zfao-*rCyFY_w0*W>6rw%TV8{y%bEXC_XN?l?@AiVZdK=A3q>7|=*%bv^9~j=>eOZ6 z*VHP*ov~cKh_z!iLFvkTJmD9Lv)1pfAS9d*E{Sq4i3PR#3%a_%pre7aVz5gTZqA%* z(%`1PUYfOFcpYiGZ?Bukyj{Lu{j>2Mif|8qmIvnsXY(REZhN(iPEzOoA8G2 z+cJaiL{W!Q4Y5kr>Yg1N-;Wq9(3MUGHfEm>l373n#cHG6m^_X{gGqBG*LtiGO+h;A zuDczNpM0vcWl98sfe|j9RKc*d<^a#|vxiTFf80B;(n5!KT^M#Pr^y^WO+^{BJu59p zSGGxaDi^NsnKr*E;;lpf1aO4XmtWDNqlQIsIMpMR|E_35Q*xZhEPQb7gDhcHU!%@r zy45;ZpKcatckF1Y3o88KPP7RZRQ2&c_~Dl&9ykZe`!`1FB?EOIH|{|=B1e5`5lVZj zjVdgc5M@7lKpt}DiDe!9irYFV?8k4AS;S)M-#5NCkpEnxdG+a}vNzz4z@dJn8gaBr z$$J0}pKSW+rf*L3rRZkzIO+{m6cTEhtZ%QlC2qj31dSWgYj$jY8>2Vj(3dY+R7k(4 zpcl6xBVeXW9wT1n2)IUhF24@*D917(#vJ1jn@%TB=Slp-trC;qA#oSi7=b2Pv?Xb9 z_n>FF`t~z3eDp~r;DT9LT!)5osoWj9A} zv@A}$SG~{Yo!t>kf6K^?bo6G#Uy;@ag+g^YX=SDqTNrF49e`!NqpD$YlBF{IopSy- z_N3H+{p_WMuD+{%le#;t8*_8{;1Nwknmq~O3(_r8crC+lf;h&f49-ZC7%M{hV{Dr z6QjShKB6Lf7RQtg3@A}1mxJmt92Y(8wCnk$xXYRl%U_Mrm8-ey@2NChis?L;X-_pT zOlDPTbd0WJ^;ILhr&%lK^dI(9&P6t&R`=4g*RqNBIwyB>xnM^HfQHJi@@JDAFpV4w zb>J!BdeQP&ERNzo_z7c_0cU&^Eg^x^mYD>O86+L`NSLOw%}SjsH&|X;k%99+oLzJ# zypcwoW@|QXW0aWr({-h7b^3LCfbN=-(PqL&%Wcw(|5t0?ww zc|0x-o)Hvkn~f@KHx3-p?{xi&(tMH`fw?vcC~C2l!krUr`|+_7*-&PM7$~P<7hEqt z#cXlkuXXmP4<&bU$3#bCu4>4CkdTgI zXdTv%Ddh1efkg;I&%;mYG!*jSP6qQf1Wd~VjbQCU=aerid1d z1MbR{ioD5ucKU-WK>mw|!8^k~;`|)R11ywGv8VxmYFRj^-$O`UEtKu`Y zF>{0sbPBDG&Yb&4hy=;EvugT~!brb}<^IAmXaQMyvU=WhN+t3ZpoL5YM3{btL&gVlx2a079egRV3^;#%&ZT<<@vbzt`r=mYY zbQxuLGSd$8j>TKIRA;y=N>t9!Ta`0Q_VXWMY|mlO)yr263k9=x2qM+#b%PalJpW|m zLC87p|71wkF;-2r-uoFv_Ga&#f6|61PM~G&$X==aEn||s^AqGtLitjNbT_A?8?sG2 z@TrRn^m+Q&OC9?um0}0Mq(dEVEdw3hje$zAp~h-7{#5u=`pV1bR;@7kyFh|l(P88} zacYQ%il~NQ1W|8-<32kEWEEbp| z6gFP%2oc!*w2iXxl^OUZYgCOL>L0>2)9sBJiKJa+EVkMe=Ij`ub{N)%LCvH$9JiHe zCwM;R;91Le$Es$~%&yn!`{t}YQpagrc^+T}_SOi}`#c1;8Jk?=lo2d1sn-bU=S?rx zI|#o`7Ha5PHFoFxiM7dM2^_%ugGPZ1!^gYNFgwJggc}YrPzn%cMlD3nEpA5C4LGS%PU_ zKEQRnE;G-V@OmN&!ERDr@ODIo*>!qJ;?}RMbc%ERz0)m*Wlp5N!t}grW^OI9RAYT} z3;f*_huWW>$k69jT(D)$TU;)#yT~<5O$;lVczqHo{Yx1?q zuRq30u^sU*8gbucl)8_IPSNa3S$^E95l4?p(ZBLuxQ32wHYjLni?f1#p2@wzyiVGT zyQ~cB_Sfjpj^s4&+lJK!xx`mqn@WlDAFOF13Hqv~_WAkA!PBW#4^FYGQJ{7G@kJtl z?kfBohz+!CbeB$zXvC{}4O5AWeMp6jPX%>j&@blgYSOQhvYCX@UKytj+)bRxtnpf1 zQ*Q@_YShuW3Aqbq&2jwY6)zU_8#Nig;D&xxSY$H0?^`^qhaWbt%wTCBZaJ;$RDKz_ zDCFCW^8}%Q6uy=6sX*OpEvjx?^Ka*PT}ub;@wCgUMt1r<);SsX5gK9eeJY_d=ZRH1 z-x*3l-Y|bB$LhY~EGf@M7QN7eRcP5Wq#?6{0N+dRE_bu^DZJ55o)Q^zYaHF zQh7ESXH!6Z)=uv4X+oW7qY98rasy)Wx>E9m#C|=D`S%b0Ztgn4Xx%?-U8~fs$dhE= zWi`Ya9KGkq-I_KHm8m9%#Ht&Hl)|w0`TkXc;~VtbYV~hV8tVrfBB%sFyLfWQ(2d_@ z<-;1-c!U}bjc}mSIaCqjK_*r2*z%^h8->Upw6BUF1=@1iha49?iQ-w3y;^x+`BhJ!iB{3uj37IvY!l*KRJ5u>|61-OrP{!fu-@t)84kiUN;I? z`%JlKnlo}{*=FQo2sE&?IZ2Y4;F3bA z1C+M$^3T#c9vAgg$yIX|kOXsJ<1(NKa@#j(@V87KcPS<>89`Milgl$fl$ELUjDgsy zI~4ED)wXX4&sQS&TiFm=+R0p8g52X9zCuOl?#x}W{|LvEa@(nA8| z)!A=)uSzxev0e2~1=c+sfk2>!2r|{ed=uT#G&X8W9s>?&b07`QF1@h-radK03~X4en92lz!X!E9pfR=6pXv>R zi;iCIah-}=g)p)Neu8wjg0siGwNc&H5904uQ)A0n!k7juu4}0Lp?^G0dZABbB z)B$Q{N-+1nh0*9%9VB+(oQ?qJRQY&x#_V~?%=wGjC54{ENV%S{3Q$3v`A~=w92-EW z(V+#_2$rBF$mm8fX!jw$>n@LZ70r@XuHerw9-e8}`)4?lgG+f^GsdR;Dn>+Yml1W) z=rKpWP5z~^k@RwQsf1iY0g6!*=b%E$=!+ElmWYdqd=Dj`SwAo3a(N zdck)u3uxBXH1t$HMp7lFY|+&z7rSm~6?da)fNS<5)mP7qTiHz22==z_G~y&c6`EjNLeB5HmI!rS$7m}q@JK9;6?pZ%NI5Wh?ayutk7wgGenjWlj_JKV1iLqfm$_9fNLPngLZGc8fkV%2pyrn>hlkQ=`wr#J zcSDPby9&tg-kkNuytLl=1%n_9C4gH6-W_6|aWMx@|eG4|O9vr7^ z`@BV*n#@5LM#UDhO>rwVV-4!NHj$5}I>f=_58|IE&N;Tr6aGEWR=Mgn$ z5WLH``Cj03AluW#P}2h+K=p36MuVuZ^kNeUVm9^34V2=A(%#gW5Rb=td`MeJgN`xIXDN$34a%-2E0 z$>!Y6{;bl;sbxFH{M^&es2(Th**w9t8g+a9T0~sV>f=D(VF|`>WpeYI|E=8J68&t` zcx2UUx7r!K(z5hj+e(}zj>AmJOry>W(e%aeOlpiSHK0f3$N;#}A*O9X%y>~8EORc# znGnw6eg#iCT;JFnJr6ukmwpsj!bDL)iu2cwcog<0kJ-iQSlOe#ZnLmplw5JK^iEe0 z;sLRyHlJp3&Yta93a{#(N+k3kc8DnH0>Cc2KL zu)@2Mmdx4r)hvQ}NY+7&Ra;K;UjI>jd-@j+KjWCR7B>;zadi6_lbrzusOO=1& zyX=5K-GbY0O)_Mr$D6x4eslITxXKGF>p`J+bMDo26kS{)v*s0zzW8PVOemhyuqYfa zUK@N~w-zB&3+D5ThMpN1r-62-AuvA2+8T5K(kV+O7DWZlTR!&z_}O7tX%}&baBp7@ zC;U~S;Bg_}OtJ)ydS=+lLodwg(Ek?P`}jNvcMISAmD2LaCy9oK7_5c|Nbq#-_4_?(v<*PxnPwZPDuIDL}QH2Lo=m zz{s_26>X>S+A?!`U7XMTpd+hsNG+z6OZydi-6Y}T;`*cS-jhd-w}8kqpC&pkd+g}o zX@N$2`{8yVWm3%mb#c$K{;<gGZ1_S@!vccwOrh<~c`$*I_$BZdcU0F)0664(9m zK%vDAb_A7(LxJP|)i|}4p`82IpVlWljX1q-T)K)19>77@z8|CwAzAQw8-^1LlPI>r zhE4r!eZRREJx0OcN}WoXRC8}y*fah=3ofgu&R`i#7Wo_gAWQv4q_9lQRzVz7V`@I($;_%@Is{gmH4nm1 z|KiAb0u8T-u#KD+BYz^u0VYkErWIf$?t#B?3=M|?CiGS`Hqre>-K0EoOt>~YYdQ_%d-I2T6Z=mCVN&JUd&UDyJC99PmB zZ}3Wg5)zff-o4FT@63E{)Ri|2n3RhT7_u5V3)>ikz8(L}<%gW6Yi#@((&^K=j$;Zn_Ma{qz-euBdJgf3EQSqk%V>PnDPHXiMxJ z*S^D5^vSE^03zQ9T}IRR;Ly7gi*Vb7;HO)fAJDgLM$Zugy^zv%rVDA!+O8`Q#z>|I z0)=>LNoT(PAo09b`+wMb>$t48bq!QS2~j|#C8VXpAU;Y$q!pyQySqL_3F!{$MnJlx zrAxZIyQJeI?wD(zwa?n;oO{;3|K8vE&$X!e%{k^6@B6$@{20f9FF%UFe4=ID4A$dL zQ7hn@{s3EK&!dy@Yh3m$ENPjf^Rb5OmF|isjvk+$Uz9xiRFd)lwL3xd=r*Cy`wGZ3 zUIW`hD!w4}br6T_k;nrxcaQ-OuVipBY+hLPkz45jH-=YuPqD6}T%_Fb2G<#kYbKIJ+Q!2=fNPocM|RT4(5m6X zZ3OCek>O;Ez6)Lj6EKnrt_XHu4$;}Mn0@Zh^A}x(XZ54l%oNOwxNeC6s)pn`>kr6YC;#1Q|KzCC!;!)9fn73os5n~vWDgZ(;FudmxJA{jXM1 z1CUnGHP1dZWag7K$qZS%P13&#igZANFV{eT1d95sP6E%R|F+0yO@FsI2Oe)t$@)kK zp)QJ*j!!V+6fjW8mmZwd)Hq)q!8EUaM=N+;61qDqCu5JV>1OSeXMMe;c~iY`ix*^u zAtWU^uoav>MZl)HPJpA-MLnZ?IJ5(VJ=SK^A5>!wf2H;ftye@?lU)rfY$c`+Gg;wm z-|ZP$uxit=k8p!bS~r&95eU$|Z%LcD^tRRWb2pos*ug)LB-|FT&DTf;I47`z*a`$&eu(m675;W2|0JgQqTngLkSQ57EjdT9csT zK?Dzyiz`3aNv1 zeHf$V8$^MWw2(;>3>+)dpaj{X6@Y{76vo~DVEOCa$eFZ9uf!_Lf4n8&rD;?0JgeJt zFD&+dH9gUFm!VgNdlPa{yWBi31c%o3&FRf`^4{-Kig2`NMOv~I zfl31*8j>2kpaz78OEh^HA5*g+6D@Av^;j;9XtJ^sIcL57=Ij-dad%LyHJtrRrWv8q z0+k*$-JBLuH)GU-y3 zhZ7G2Ieu<@ob<}A0W+8LDEz+}j+LXXK!Ql|hv1U<-?tU<-prdZr4umQkLP4fbAz_a zsgu{7m$vTBT%;X^(6-TzyQUYitZT^0o&#Hh-|j-Q zYpI{9C5LuxDTe1SGst|JlU;s!IYbjQ%wM(;x`F-Ve8$tuV}(c;*}Aq{7&gFg=D>T^ zZe^|5aSH6bPWd;+@_`k^LVjCSbg}{;fi61djCC6LS>?_&s*ATrVt$cBX!n~p@K$7o zu>`eD{SMNuv8CSNReHX}2n9gzONZ(Jk}su?iC;|`rSnY~4IMkPt_ji}ix8)g4Upky z6ON55cUVk>mTds8RWD52Lk0FNy*^5t{IsP&XD2jct%F(lD2=aZ{60!)U`_djcs*MU z=Arpl>=1Iz{oS-Yi(#C;awW%^Z8Bm5E=4}jP#8qgzK4;g0{I0ig3 z9*P?~x*MGI{dGHj1!=Zked=+9H(6fI--Xu7mAE7FrQr9nbRltH-svd&>+?0(wO82& zRo$u+z%3E)YPPksu$MuNV$UgHb-_mX4#n6ytW!>K^Y!<%DAQE65;}`6VnCY=mFmwatgoagU9Y+4gI*dQi$h5$&Ak!fa7?$@~Sn`;>c*G~yTGfH=N+zbU zz5O|3Cu+-PcrpO5;lsJk&JSpD9PJ9%kUJ^b4^JjTg@E^g#7(H*1;ru>(|fjY5jl>9 zpBZy>HHp^Y3wo5(hHp8|$rHRYJgu~Lf!~U|!(;0ZhgT=Ylm=Mvr29Y_GRCxES?gHp1D zuY9)L4g_2*VwdmZ3&w=*@pI>}1eiD*7EiHEM@e?{{g!(?X?Kr)Rb$ud%6LcMZb3;s zT3<=}xcqmLu7i|^;oo=<{D=qtpd&dX_f$sB*^k$C2wi27=mv|;a@d5VbDn-x#ac}0 zGqYlW&H5&L;To8IiHP)O5~SNH;L-ipZPFXE6Y@T4KQBUH8De~%WR(n%#0w9^&3?!E z_86c2rfh>fBtno27<2yoa3OVogGCdW(wAXaHXz+Lsml{bbu-t}B^Y4v`}eidnR- zz%(|&Mm@J4`M|1Qk0gbi@253h_)#g^O{Z-lMUWfClVBNCTFhR}w*~smsTc9)7btLh zt&ReggeU7XE8gPcMemYG=Dz{11hB5KoG6aCDCx(in3N?n9*WxUn0>5jT6tx>{glCU zz*5RxqIiX;X7St%hSMd)uaJ*BcB}p;8iu!Sdn2)Zy~XI_ zbEJRzL-UP_T9;D?FJVHO=nsFzU0X>)FYil1(g)#PUy3S4GQcPGv+4Ynq6mmwxAQ`|QDRiXOH z`*-(NvaL+K^cfBbET@q14JyfNXB(5D6<$?4DYN{U@ z)B9gn64NYS%~90!tqyGOac}cQdOy1pNOnL$^nPu{os>^V*(cy=CCLCI%>))&yJPg% zJ~j_RisbJ;PFkzs><1Y|Q>go5v0($e82zDV6?b0PEO-32NwziTCR77{oMnxlM?Ut* zKEEV*hx1UQ?1$b;&r-V{wKLm~HH2<{xYt(K?p>;Fb;2lb`k{3MkXE^zlrRV#?)hDM0!Pjzg1yZVea^Yn+qL~6-g0D5o@#7fusU}KGl?7*yx2ai zSdzpCQa`^VeVF1my4MivMv;9I+b+Y9%qdXrJQ5ac<+_OD0-Q?YdIfdCA(AQ;gNv8_ z7{_P)2>+7@m{1f2CK=!-=p&x7rUYeM9PAueWLU(=d?v)ONr?J~@z?2T*I*~_B-=W$ z6N;9AD<+QXEa~)#jouC?K@n3i=N8kn+s>%RUh#$7gI8YLBQy|~v(Hw*T3x8;pxbn> zlcg1->_C2o)MzsG-7DqqBpMNiIPQ5RhMh2n@6Ef-Jbp^7AjV*ti<-52v%6F+qF%9s z!GZ62Sq&S>PW^wXxsNpOc2yQ1Yt~iE+9*se5QptOp;(S()4k~EI#o&mphH?8FLI3_ zaED9e7mPxM1bsGfZe~7Yb6B57)ogqC&OxDoLVZb;YIgWVKIH-T1hwM5VsRpP>UKV7 zX!%7N?El7YcT?*uE7yJ{Aj}G3BP?{md8ZF1m=`#egfavU-8K#3@c}Q&Mg35WEW0N@* zGjEwH9j2nR@W6`cgWhbwXynytH#k#vvEneU{8B--OJ)ohoz59?TyqhmMsu`z;R2C3|=L#JBRoVP$Zv~UKb|^YXoY4$@MZ!=9P&wO5pjxQ`bo@bI!A{%hyJ^u$ zubMGQP+to@>jR+1ndJij@EQk49jd4aKRco!o{4F=)aTG?L2cjl2KKxh^;^z^VzgE1 z!Q5RWKp4FXYD61gdip~ZNW^CV=DUJ&t7fMnzDSk?3O&5ZXD`yFre0V)NEo6w;PorJ zSTvdj$QW=kBUxjv*=BG5c&BcQs)@N>kcA`Otlc~VL6yK#Enb^AJ(X6!osripQ+hq5X{kizeS+g-*ReA`iwQ5Y&janWDzK4?Cpjyl7ByX)nn$XCEa985;tIr=Ubq+Esme}Aq zfVW%bavhO;*}`%Xo|t&F1#IP<$j%o+g)oex+;1&}00fG^$(NMRT0ik#v~l+Kf>v0=1UL+!V~Em+nUCvp*l&K= zle|x<{#FmSGbCM&a+%*l5c>OQbM(QSs}prJFq(mQHUd~~Q@uJP3m)}vMe2o=r(LM9 zrtukR<+rHYtYmE|4288N0RHHi1`h7q=1=<`6-eP9Fmvx^)DOQV7V)~TKkcm%iI2hA zwGRSxj&w|ictKDuoLGn~e#UP2;d$WeuxtIX_yu3xhikL}Dc=l*2O%P6-y2gD3b~rC z_zDv2a~)AI?wquhq^Z*Mok6$cf(R6Kc=+A+Y3M;jFT3(fd%0)%ik-j4gtuyjE7)%9 z)#Qcs4gTjO>rmckb zB9{g4GiLxdrJG%$fmF;yhbB}B&gZ*B1MQu^v_jB`ifA52m_D$O^+W3iHDY^VoWU9y z(&ScQ!)z(t{T`KQUxhiyx@L2K94^~0>h;KQf7wal3JKEi-HA&hw3^~M%?4P z1MK@m8y+wCGZa`wzJ8vOL)OGmL!Y$OGoO&#E`-UuyaP3Kr;nK)T*`2*;5_P^KDioN7>`gRLd^t1X@b+Xg+xoeQ4JUIZ!E9z8kD zSv)lWDM8tk*nuc7bni({ay#g>p*vNIs;~NG%Usgo?`KKVq-^K=I9$XFYs_mL%@H8E z=cbTlfuotMLF7y~O9Nvkk?6%s;Rfx>N7Ax`J~gj5l9#NOWE^@PJrpX?$2V^~%j_D% zD*N=9*qak~#Wjr6>zpK7|K7xl*2QR5i~U~1%{b09XN=`OJ<<2DkvR= zR@U&G^zP}^Oo?*U{L_8~EMfsDJLYZVr;@kk=ZCRAvmy^l-i?0G zNa9>V^r9`BG32)fFln$x)2HJ$r1&I;$9-eBo|guhwwafYC}0>Wmd+7L4dAykz_gL? zYj;Z$7jc)<`;Ua=9-y5^Zdm_fYd;f<2KM=gV6<;agr&M(7u`Umht|eAC!N@CCr~i# zkltm(zz|Z+Dv`6+kut&&&5XMido6z`(MnB2cA8%|mhvItjhshbo3bg2{FEl!{d33h z+rk7*0BK?1e{J=0l>b||G-wsLcMQ&%fjV(7&|sk-xR^|bC-HnQ=N~lL@}-%{jM3Ok zWMVX-PtQGO>dspytx4VxEuGK(M%L9N;9&1yI+roE!q8OTyS07&z;Og`MP!O$?kS6S zv%PsWJE{Hb&}P5`&OBwOFH6ONFE*_B+Rh?Z!s--XHsGj1Y`22+dgIAd3g@P+KOTut zVlHRQJtAjxlDHL3Uy>IL0lbEPDTYCh+k=cue8(#ocCnr=@3IF1H~D7Zh@CZ|nSGLn z^*7Gr+P>#ARbH*sdPcP02zj~5vsb=`2#ns2OYSNl0#Au?&t5y{i5`Zwnf^S5}=qJqEE|7?M-2kxuSeT z4kLd-g>DO_%%F~Q2uub2SQ)dv8`}|vrAnkd{;=_*FTda{_I*qp6wB;{W-zRQXOC9mREEb*dbDgyeo7>@*zuaPNwfQbdtd-I_QtZz7;!!E=5JMVHyqdpn^`s+NO z^={mopAH{iJxt`~48@v{kEDDP_qGb%s;ih{y=6FJ%vZ^z@(E{_XYuHbyf}8|G~rQ=SKl87qj%+sk#4UQvcWY_kZ#udkzC$Scwx7<46C4 z^-~Jj)1o;zq6)Zsa48P1M633K`F?{fm`;f7y4U=*Rr|}Y_Co!IcU@#Fl)`-XEU6!4 znXQ20TX`3pL#8JAYTIxZj0zn1!GBFfTV}Iw z;`AmCR&KgATMbFsnFXs6XT0#myV zNcZ*kMy@kNIkc3$AB>WTi@rC_p0rDJ0Tv0*G)~YNi#|@7sH*WJ!p0{W{=SR%ii%* zKmaUf3@_Q;J0zH}ZB`E8r*jHKlvQ9c;&ab~Q4aIoQ+-x>4mQpo$D^uObKuOMN7=St z``V<*ko<}ywwJA)_?kr|SYb#uYZ(RtxXQb7N7t+eHS7jNf;%@9zR7WBcd13y=bX0< zqQgIqQY{CiORnD$??BaZ4|_M`F2q65UVLI%JK(tjdUVy;Hj6TRPvA~n4LBL2h8F-s z2Oq&I_(1f0L<-^zklC{Dww!Yry>pauHCh?ULXu0++!>8Hpqc}Wh+*{%rhP+F9Z;B9 z`k`Pt-Zu=Ihy0VDaM@&N>V-<(O!UD=t>^wLHDl)%$(PL8+levC285?zs&t{AqCXKr z#y^{A(?z!%CQ3>tq0q^z&`#=pG>|j~;>34X!2n(SOrcd6+&^`Bo1X7(pn)OvZ4PMg z6hM-i^L&?eCDwjz;gM+JDEFHIB*LnMT{4$!oUIm;C3+@F2>s2H3NKim7bmS!uEcE<(2Yc2(rxGyKKoB z!ytlcSRYjWnW7@*yi#bPF?t|)k#6JFmQ8W-P@bM7ErgN+uVKiXaVoxe<*z1z0x=Y< ztOge~IG3?Xc51-8$(_S&oK^HkI4B*n$0%VtWf8hj5Gi76>jJb*n~qb7pp>mEXg~Az z1C^<%=r?8sTWscIK*B<|1eA3ZW9mvUiFazJkfwG}rg+{$H3Aiz$YckLHGKM1m#90< zn{9uN@0SGM&VZrA`G?~&)mVWBYT^yHgBJF6;O}(Mq^Du}UV>tx#+v__s?8E2DNFfPy%mulyi zuZ&9gg_9MZq8u2{isqc)cPk19PiT&;ke@5q4_C0zof*&OkYPBFNB5wxktZ$><9SNX{}v| zQ1~LWInJGSxPC1Dv@IUUwR(_Lh#=b805q))L{sfpW&_>1jw>hbMxJkrlixn!RZytT zWm8$LE#xWWxEtmetq7E!3GnAUR*Z{E6kV9?LPJ?nhwjwQ(Pds7%#;hFWd3|3khKw@ zxbU8W_dBmoH-mbbq4%P44n7rvU&49p{H+O{?UI|0Y>%MJvqW3bZFY@Hb|qjV9)-z1 z;?=9Z3Ia+j!Y|f5?k21ER8raDwI0TbdSh%mcU~cdvFJ*DdDpBJ{qRwD?8nevud|0@ zpKW976W4}C1ZPc%Q_5%q7)!q3??I-qLrGb~60sR&LOU%j2kifJG4%8d0%ved+2y$c zMWQo#f;;5+zEmUfJ;@vON;umN$h#fD1iQGw=lLo$!6y6dh4JnoKS6&dZTDQ;WZZ_-#?D~cysP@l_QZeOm2B-J>GYU1-_5o z?zll9>EqDFp}g{h`hd8i63~n~`ZCf1Di(GhjmIn2E(|RPd}F|DQjW*sw%%`P_a#+% z8>ytA1;z~>QJRlkZzn&OyjbAPuje@ghjJs3YES?#Eu&ou#^Nn~ z!EiLpFNwsQ>kxGUF-Lb&a&wJ{8MW;zYVwf$Rg6gJeDS5au|+q!KVpkhP4J@Ev3?2P z`ghMen!RtLWghZnicidnUZ?Lw@+>eMJAqfv0a%aJP0PlpE_rqUr=nDMvdr;h8cpG` zam}ceN1k~(Q0YI7Ty;iX z`)Dbyu$?4HhZQQj7GL)VVz+kQF;4s0zn9kV8X+@B8M1yDfOG^vWCqEYQ?r>d)OI>) zl!LTFuOWIhD{+t5eFE|~zy~NXziKsZwvm84`o(33uShu~a|E1d%&O^AT_AN;7Wu`# z+o2q4He)X}D$3(vrc}U~$&aZ&Qg60?y5U7u@>Vl&i_@r=dy7$;H!QdzG#V5Em7BSF z)gbVUs#fj%AJ4Pth|s$C^*AoZPmlvLcC!k4QX=;!fuA3@t#USfxyG5?faF4J%%3u@ z)m_^N4ZUK9*NET?YIg%$#rm9$d>I3qk|sP!nSW*0TQh+~frSS*(vM2m;d%=eUpy2@ z+s3r-GUAc`mQ)HU!ng7pk#I7dO8riJGWFLgvl?y7yO?AmwY7gjMru zQ}L=CiUPKW2%c*ffE~~Wh1AUwvH}10hURcPx3y(}F2E@bnfOULfmi&c))SOvK*@a4 zF!aUm8d$d!HOjc!06_X;B$1Or1~MWh!J~;!u|gqf@c8|i?93DUGfslFzSqzxgu^hj zG$3a7Txii?snXmVR5t{lnG|@~l?+B0NKP%?w^ZRzKSnGCAWPVV>(^eqT1|57tc~96Zo%zum%d zOmOzTP%ktdc!P84aGE-~18e;+@TJYoyg~=B&qLt~ng?y?VzKP3sp?#SUg^fW@*|Zw4SQAG>(RixsP*0H9y{ES?t%k?EqLj`XTkUbZcBSB0mazk-f+@bCZp>weM zPgs1cpP%aPZQz{872|JV_7LQ~gL9gufFg68towSOIVY{`N=m$?@29T?GQd2{Kf@XXkmgH^5$uHE7i9zllmo*6a z@{nn-B?!wv)|@sIY93d|*W7!?c;-=$&|Q_^`b5ODuW|$oqOM_hK5@dzMA{}WY%^z`k@Ju+(HX7DgP9!xm&Vl1n61h{J^Mf!EEn)`afB_^4-*T3YPlS1Rv3Rwm|~ zYhl|(zJ`tFS3)ZAMK%4`OaUPT9OczZIL^A9rgmw3hWOV8$*zFc`J^JbPVp$d^&a5u zism3i*5*9l9*sWnLgi!ROX1UZ)M($-7l(bIs#O20O)cn7kVjg_&t8Rm++J=Zw*`kT z0?m-^aE6J38R5^#PoCh%G3%7hk9pHce_@5PeskG(bM{-s zS^v?Hkm_9M0_d$y$U8xBEYm4yqYy5Pb7Hy_s3sNDm(5%^WqX)Ah_|L5lWwIH_!G$) zc_lnvhOiKoOJSNFSNTDFlJXtnfx{k+u}M#`q%UQs7=qxDiO0S!r?hgD{14l5jCJ;m z^WAbzbgoh{U3Z$oZ6dI822monoJA*&34;SlHVEWcvlc?`iO&c^Ook8J4w>dZU%&k^ zX2pSLT=c%laj}C!5N&Ou-Y1$YpmID@?1p^W-LJHG{SdhWi?U~2%84~P=#jJ(-pOFW zVXu#s8XB9=EtbL8#L7R=7XtGG%FgV?`39b}(|TY9zqzR3B=RmhFh0fwk71#<6CFi& z{gNtZ{1v){6FWTC8ZK0tpW9C#UI}WRP`6xHRhcrd44o zA7KUCLoPHd!No2)=DvbS{}PZQP=i%OlCmSnO-_cKjaB0+sH1he7(3R_>dQ#wcYo>! z=q)K{xp@T#YX>sjG6`A_0;|8aIQs@-J4DL+krzwg(LPK~S4yR$QtH^F51~7=7vvjw ziP#ZDPL(8Jt$KCb5O)khHDp2qXV z$Q?xac5llJeo!WDvVBSn8%fF<_dNF9J<2k=B6klOuFZbAW4npyxe#(kBu2(D{u+#& zhgiZ91H1SGfC|~1rb<%Byl0sZN8ZU9Vike?DI&38J21*SY1>~ez&koF-4X=9Kp_J#bQyt8Cu;o}3p0v*^vyj6>==5pMddK~u! zh7B&m%V_F^D`5t5l3q9B>2Vu{*=<{qhP+k9NST4-@6*nl_`D2b3t=mirz*UQmo$Me znAu^Q!7xce(*YX!fi4^Jj+F+l|A<6RdYnVP{LFv&-~R`gBnus~^g1uIV;Y4V>@8x= zE7E__D_eh@1qXrlV4Ie3vy4KIiGs#yS4I!N;FU5{B6WRd$LanLQ9}}Ut53nCyxf&S z$?o+NbN|>iTIXq~8nMo;KbouzZ9Z9T%~dr^AnEpE>cxg7qIpWL%QtE4i^eht!Z?KF z54*dtq^tGzTCIAs`VdTWm0dNoW8V(76GON1NeM4kr5JsBE6qr~>X_1iqmw=M6Q;$P z&Eth;Ust?!JnX#TLsVKK7##S440)?Fd=KnZ%_R9_QxIC#ZTf_J6)H&(zyw@nlHT_= zqLyHT?>m3&R_Yc;o)~p0PE-WtJ}FB$ubWKjlZMvY z;>nyLFD_fq@VI#noa`@D-p@%aH#xUc+_~T%);`i!d|)aB47eA=wZVK6qZ}PP#;e{ zP&l(N2vnjDZ2p2l>y?h`iwY}G!GV9L_knZ|Ay>y_bA6uUQg6@rQGM6fNl}a*c{=As z^r&2JM#`l7dUfG2>iGt7)|Z1FDax&=6N1j6(AD3-W(JdY*w;K7L41yfJ;&;GhJhw6 zTkqF`Q3Dw`Ys#FDJ!qhSg>tv0sDIn8dC8XGEjkhQP8P~AQ^s!S;$C@@qHG{?v1q4f zZxyYy5YM4Sqptj=>Vs?Ns_L4hLaLA~K2@O^VVAuiV)0fhGxdvS3tjQ#=I%oW7FpB& zPT95m^N(D~R#qYmJ#xb_%Qu1n zjO&^T_6~2^e>iLuN^yxc!qzJhj^|{)<0pG zJo8T18&}~sMt_@kLIj0tuUMR`Sb*ltLF-Y+o7NP=_leOH9O2 zu=tU&?CK}3@X~cdct;BzAW!ovM`q=o_DTVv!GnmsY%CKx3A=g(y60`_Th?%jQ$T?b zZ;i2%^;$KKE;}2cOMVm5|L9i>R-TMdyQczQe*LGl;T*ZE4G^ESNMiILP=Bo?11$vV zPjC3J$50W|^sQ%N&j!+Jm!F7A3ZwnOo0wc9Xs+r*;=(VeS|vIK<#p!K9@)*AXm7;6 z1e^QUXWHS^5A=oOTZH{3{ab9mhEa@Y81PIaJy$L#m3Hu|_Lc3g_&r0aFjNSP*5PR% zEvY$#CNHv9)a|Q`=g2y;oyq)2*$}|O$4SB3EQ{yGj)i2!@Cmh#CSyY_g3hI7a){@; zM@^y_39yvT?Ok0nTTA3lzPA=ipT9UEc9k)OUfC6ctJK*m=|=s<7QgEcg7>?RYt!8j zhX6F_so5zcahmspv(cf8E0+y334fEkkWCZ%ss<>}>3ac>3J788nl##{D_l(c7fe`J z*VmF-Piu%oLI7l_AZ;6R5KP@9S(@?3-*aI+++Vyk5aCTiuJK11#)qAM4}})v#l?_z zvdUoRK8V6H5#H6hEtiM0M0?Bdw2AARhq3i?88y*zt*7Acg;|Y64zgKA~GVRZA3}zBXxbJ zA*V=EkhfL|=HoRG^yjDrri>hYUoEGKs=uqy^}ShCC!98}DF{6YD#ZOT>RD9@AYH_(uE|S^NR#35dA!2--`Gma;k%ZsbpR z{+$N`r|Xc+0e%%yP_SH+^F5cQg^c`Yy(JmYCaw`wx3>o6nBewZ*#n>D2gfl!Gdr{i zdSPJ?LRn*$JRD8B#?ux${&^ z?XmjH6&3_;=QbV@KiqA}wWgySY`U<`ae$(32;CP$t>8)3;aua5sB2@!neYp*8{6EA zt3*JEJ-aL3uRkhQ6?bY)E)|crp|NnP@H^&GW^5E!LV|jS zU(x;M`{U&tZ_+HqZlXm#Zo9N%pg!rk^MS%L0XPC`ctWE9(JZZj5s08rIKa`U+|tww zjovkf4v-j#DZE-T8ib6bh~J(_>t93%|59sWF~F<%^H`PkM}c9XX@n_$;ASEs}$q+ z#1bQauR7lWm4qveEATV)upb2I_Jk>0-g4`>H@k{qqJ3>r*}ak{@_6ZQReIh}VHi6p z6a7`mkPD5|6oQQIU9Nvytktz@yG1DaG?+di^ne7_fo1_qzkCts5l1_Yp|rZW!KWDy zda2$v%McW)5TQI>FmeDk^p)+Tu4lbg4AQYyBRR{DNtKN|1rqq}K3Sc0y&Moq>Rh7L zHhtTCN=>-T`sFqZdAxW=*=;CfWCV-d?8kzS1~Nd^l93y@SBBOb?1&{hFaNR`DoweJYz>{^8vPUcfW<03k{J1cHkmDM8PXpXuAEh_4>u7 za9iYwc#6rXfcWJH_B`UeksRU^_UkQPy-=b<8`Z+<5AuHn9o2 z3V20Zg;C6rtPx=lw{eB~B+HB+?t!qoBMdT%hxsL4^zc;tUZI2{`$tP-z`A4NCiU@) zKAyuD1%9OA4a1Mm6M3-}aMy5q>8uUJJecAY;7g1#BtacN1yz^DsUQAh=ed`#-a*0F z^_7jy{Xr_w%w32(cZRuH{rJS8i>hqa%|Ue@WM10gX^j)WK4{|OEmWpFPs)sPX zO6m3cOz_qEp_WQ}mi}Y=S3^(UF{?g2gJKsNK*pe1po5v~leWtr4;Oqg0 zM0Lng`O7oAhJ@qnKO0l0(EJz1jL%VLluxcw0hRy4r2Avk)%U@+iD!>rPZ}N$%J*Q# z3)Wk)le1`60oLH4{b5*%zFlYXJ>I`?1z%lsk>u)^`}GoUG8j<||&~DJ77hVNc^ZqLTunY1Caj#*RM4 z?W*CUqn(2KAr41_gQT^u#(B)n64e%oxpK~zL?jKhuNsUl4+c%u4ubW^Dod^yCN);9 zUy-W#eM3tEDIifZCN_~HPo%o~^{N=Fz{IzfUEbe9nb%N^;MN_i4vLR=UIa*s^$oMh>~<^nY+YX= z6kUgZBX+1sil5S!9ktmQN5T%$-!H2w{wQ7%plR6}*%h~D2cvp^fwYko72Zh&s_5jw zp|}Ro{KQkQHm+B7$KPX?N+nyeD(i;R(U|I%N*PD66ZEC$fI%8=LB8^&1h)>MjL}BW%HT7{WzqDG z$ISn{a-+Gs<4ATq%Z0!CjA*n~V@|?@$K7K42cL9jzTfQ#c@t)-zR(u^S;1cz_qx!*m+LbXn@4~;GLPPKQ6X-SH<<*h-Kr;3QuY#N3=xxbouFJ=()~SrXTPq zuMeeFdCvt#dJVE=vt2T+`amq+6CfM!G^;TP06jqoOU9TtRh0ZhB1u-{|8Yw{3Lt2H z-tRw2Y{#Hp_4SAk;#UNI`_p+tdLKR*FX*#2u^kCGo0fOD9ePRpw>^a7Ux* z39|E;eI}@;dC~!U9wE&D7KKKGWQHp2f&fk1$a9frVz(ecHBfhbGZZ_QnZJgKeQX^%HizFAdQ-iga(JGW4ePBBZ8&dLqq0nqEsN z?dD{hEEDUc^P(Ru{r!G0R&Rqi7}vaV4$>Smb{61$b^xP0jmP(lBrhwbZ6x+Illk1I z8B2fZysn1i(%CzJ^7nmu>F&RAu@TV4iosA#8}H%U0bWf$Y$@>hG?c32alDEx=#+U0?KL0h3 zgbxA9RbhTJfQRr?vx{dBV92{=xwxMH;|uZERV|Q?3SJJZ^JMr%PTHm98|?!S3sf1* zdooTFLKA01;lX5E0m=r+2t$2Mz1F@a7l8fml~jg=b8IG!!|)({#d3^0MLD5=Z&f8#yg@%-aD znE3!00_nq#5g$)BN4k%<#`=yohT408UB@oyo{aF8fad-elpO(WywHX*y90O>s@A7K zG4KOC%?bW7`u=-(Nx*+ol$!Bq4>z?vzVg*(?3drzb?7|_GEFWS>LbqCYp|Y z#C`bi)Ef;lB`J`IVcrFw&!MpHL}lT$86Qey;y`Sd!svum^C15Ki=52pTwzPFPgtZK z@q*B=X=2-7@105MT^KmH{&wNVYN2V}sf;qL!%4ni5P~=n*$tzN5Pc?slSZ)?Y|23v z0Hrw)1Gkk-#a8yqlfT>71&~mS?v&l`N5lU6O$qB8=IxVP`Iw4s-v8}x{P%N*NZ{5z zBcznaRDX8~;CHq8p$1+VdiRjcCP zKTm;_+u#s?b&LD;-|v05?i`bUyi>-fwvYR7+%}_Iw{cP)ev}UV-%sX0ZlQoX*dPAy z7DJEg|8DW0>*fDe@t@nv|7{fiY_0zPzEN;1pdX%#WaXTELHzk1{J9GLya)esNQjdc zoiWTsFNQcb-G4{f_~_r+m=Evf7ThY2jLNru>B05yZ2OOyJzbPD^zW^Esb;<9`ume@ zk_2r1JIoSdSbzV$G-}`wq@Av%UHSXZYvg#>=Jb}iBOT4_|M{CU9}%!>ecT$&kDmf$ zaf!pnA)7*4pyYH!A-4MXN7+x}IQ>3Z;P*ccut{Ri{EEpg2!V@oB7>xj|7?UU7QFFK z#+KTGY%fkIv5a=^-lr3&9M?hT0JDG^(3$i=onPJAV!$paD9xhZ*t^6i>G&C(+Ap<} zdDx8s*Dj9=5IxjIf{PdSrJ;oE9n9ALC#Su3o57H~mPIcmay!^`S9_xRpSclIseH^fT{8Nk;mA zU^(&K9(f-X4-&-s5}jASN@*w=rFu_827gtj-~xXDSMF~%>TPH%nGgKW;Xk>O-^ZbE ziV{VgI2JNxOg?G&(+glU#1jdn8u9@nvFRY+1z@Bx{@1~588Ut)?vW32RS^GF9R#HA zf(|!VVp2t}fsVyfdFS11&C;Q>>UYtl2u$sAraSp{Je65zt-}11xVq~1HRlOg ze?CCo?{SY0J(&gZgL?pauBHju9ME`)mhw=utnD(WRm?qr`sMWuQ%MJfhT34#@L9q%$CWGhYJ);Kr z)wJD^6h5B=_-YLT`1xJUCtXIH0a)5|ab;kKH4VhIgL}GS*D9$~W;RBw;@Z9cfo$E-i@j)HMSblMB*{F+#m+7Fn>2gA#u4!!+{6!z` zrl>7V&<|aZe2ti@Hd<*!qfMC4iq-KKmyK32p{qQZG=)jI<@pjcjP_f0NoXp-B2RbE z+-8Xyp6?Xb5hXhlJyCF7o+j$HjU~&cgBLH|(Z1|98q;aVY_jU+RGdEEkqTCiTyU(r z{HCCB0ur`q7+|Bo!LX1D1`?Z9aiTzz+Z@t(Id^lV`PjqE>`k695OX%u^ntdF_C}iU ze!t0vIkr}t$k(gz@wuVmUG}t@B@*jHaZpO974m?OOP6}kjdXL{|WtayNp@A`mFa1cnj?MJRp=ExARv>+y#mNINkze zU;(gtBz!>OZWcRWu7v|7GA+66!9P}p$oQo3xk=y`Rk{_>!E z24rYX{gQI6ea&kbQl+9A_l>Nl>OFtl^9AW{)C3^fgtIy?cZ5NI<`55-aXBnNvZ$s2 zyPIrwr%Z9et;^;9TFKiAbr1hQ^k-4}6{h+@WM%3X<*jNANcyAF&W?b+st_ETD)%5iteOCpdO%Z8w~U@(@w?(B*_U@c zm1;ht{uF~OnUM{DHeSThkPHGhW7EnMFOFMB_7fiNl&KD|=97N@h$>E=R?gZuEeiRt zha=e|a{Iw%mcg^h5({-x+?=oa5gS}R8R#O3qIBB&;%{h-EdkK^+j_+fcGVIS!gDkFl$hXC6a9VGp_Q zwFzDa5Kyi5Owf4+U)bt z6iI;)bXmM##0oPDC3{y5Cq%(Mk*2?@D(RdGe{o~+ zvM=fgX0mle;sVI*abJ@a<0-F+E?vR<$3WUr5y7_O$umNaQzh@juAS9MZybJ_SnOz! zXs=*dA-%e!$1HWl86rV(?mMww6oYNLt_Fg*x(60Qg5O~} zW^!K87D(0-iC_&Xo(uU+A~iigkEh)CUbErt6%%&D`1NZI=ks>{>xJ~fIn&ANHx%gV z*vgvU7mpn!y465f3~XP$G;^Pe;4 zx!x~)n9IwNWUsx~TECVYk4YXOUpAMCBS~Tly(&IDjNfAQdp-qD z@E2dKvn4ts(HoF+s7<8UtvjdbIr;j2(+Ao%^{xEX$KIEB8SaK*4qH+OqvHotn%DO_ z8se$8&JMQ_TDE zh_qaA-z2BDzAZ!3zk|3&=3l=8W6|-#ce%8aceIr{6n3sXVbF5@4Ofn+cdDMt!D#;K zr=%31W?ik6tm-M&`8?T1O+`KzSA3d>g;Z!Pm#5ZmPp)SR^S*}IRk>t$xhb>pCAESh zgC;}t)e@y%MHsZ{Dk9Dt9@P)I7z3nCEsTryU0TOqqnjrntIpL-Q9gFJ+y*T%y!OWP zP@5v&5v{4>gc>8v)-;V@*^eX1Wkz=CY?6!51PeSQriNFa?Phd_afWo1TR_FAm%EJ$ zYQy>liW9*^=pFbzj#9MNW$KWbC`Np?ianHGmOK7_iXS) z730T?Ud7*iQ({epwM}AwH?T2Q18>UEYEEzxQc&Rgy$kuA{gFgB%D{X`q5M~=%ur@H z(<4Z^nFJ!3X=7iIEfy4bRfIibM;G9UR8mcJYVh<>%FY9-&X{-eZnS+8c+ZBe)3gI3 zKyzEsS~ukJHM^FM+g6T-C=#4_TDa5RD#mf=a)mH0=kgpbm7Miq!x-}(lWVymFknL3 z4B6Q@MKBz}6Js)WSL3>3k@B#OgD>*XVw8u`9Wg_e%uaMQyil zB#)+bK8LPZX^?KZpohB9=%?5`XhE^vN^U9s>MaBdWOi2bV;kPX29``~Iy;=2A5QJ3 zwuP5Ov@*`YOW!v;m5uy3wtpe$c1SF&QL-xM!%(Y@Yvj_Ce#AXVpqTlkb*SWlZ9kwHsf(lB?O#mDKrj*|@?uiW{Fj553VDvF`cp&u z)Q&9#N5K-!b2&@UuZcc2YU`+*Zh|mGys~`uxlp!e{b9pmO|REwyDv`eJAC2uJ93K- z=Ynr5*ogvE1Tk~XH0&FACr7T{B*f_XW<4~v&&DN6_Z1i=+|ei+=}>I}ANV&S8hN0B zL0?IH0FkJY&(;Pyz^T>88lvjVArRpX-YRfIB>Pf6*Lb5)@5iRgg5zON&SOu6hs>wR z##mgL-qqDnpBB?%2}4r89&Q57{JF8BIpgH(JaP>?i&DiW2kCV{cKJ$k5Aaox%c428 zx)+pQfrE2uOmCjphR@1gGwu+-bzANtjujP@G9bJChQ1+)mwBe{^6AyPO`N9&Ee%5q z*}lY;S-+8}mA>x^Q@~30Zj1%M?jxPJI~m!_C3o*9!R~C6HxM+x_#a{SAU`z(`8xTSF*+O z?PKK>dprGOOy{TVuhs!wD-W-x#%ULc`3O5i${#=Z6e$qxs$6p&5!pMYImVad?zegU z$#ZHOcpWYnjkgsknWMr|^v^@jLYTk4fChR+{I!wOZklqHAeHv|$J+UNqY7t@g$S6w zN?8B+<>fM=vY!Re0AJlPXdsJYE;pt2rY*UU8B{N`1-DN;>fH7{L`kkTF(?^O}I z{JQom3-lV)e|aIb`~Emj$y%=KExc zz18t`M@OrFvf4VOO)p_di`#g)cV0Td75DXUN^kTTo*E)!n2mkHR?h>i8*}y9gJ`?8 zFHMJx#FIon8ET&uQRF|O|41bPUz)*8gtw};0E2?>QXL|K{5{LS50^SS|KLeRM54H# z+O+(%j!mee-09;8Rdi>C(5oNPH~w+{AFHt#vWfTH_Q~R$ftP&Lqhfj-7Pv1%I;dSt z&Gz!urdbe1{JHVm`;uv{8@rdMFE(r9`>e_CJi$$4^93l+4z#Ap1VolzEeH3%8Gm6d{a(*%VuNAJA+ zJm3YvMe&=q>5k)E-kO1v@x@}3a9RApae_f$a|7ohILf@hR<*LtYhM z9~zkMhOK|2-sF=etM2Id<+v&@AFI#_Q+F}l#mj(;wJE?T3oek}kFR5R_dzm}-Aq)j zfYen2^*k$7iEEgTD8_yENAB%XnJWi{&wUJqS zmtlIj`G#mmqgE!5J2Bl(Q)PN#|51LeDktab0CjJZkqU*kJlc1l7Gc=&PA}JHo4hNc zSV>jnv%c!pW%F<#+GQq?A`Bf_2iK1(Ax&Ij+8KUrnT2`>*G&mZmPLBX=|hpW3A#Ox zTpWFl&^|~-3LN&KpYZ`Lk^P+BnC?z`@l7kzVP6jH81X^heDJ|EnF<~GRexX*l>pJb1&wuWTaEE)&AnZJv!#1{@Ap6t8!O2Nh^J z$-13NmQ%(n*-tCd^96aCYT5jHHlM|C4#*vU$LHqE1Ya5J;qBhrot47`gDY%j+~(u? zpJ!G~)!=}$-H4)J5n4?JJ6#aUBA~2WkB-Wiu8$R>jS-+JcBfYR(o@)}$^H8mp4=Y!s-t1Cc2^0{h~l01 zcVM0xr>{#i{I15gCWcqUgtQe2T_6yn?OxutV85B{kYBML*UhVvgv;Bp4#zym@;rMt zTTi3|IH_^_;N1xFYVd($ZDC*JG#Vp@$ZrX`cE8-qAO>F+m9@|Km}fJ9p3X(q@N!yl z-0b}L&{WdORC&jTH^Q>{`Le(6b>Fplvg1YaWNxXY^?OYGC&pS7RX`xZOYk3;=}|LL zuDd0rLcoknoaah<5~^$Mv0=t$zGW(`tt(@it21?~4qTvHMbiOPOoyjheX#KzIVYiO zwX7+&q{G5EaIBiO6FE(`42#`TN%s=gT>DA`L`0vz?H(n7~L5ncdV5(jr)ujKK+WLVJC{y=^m7g88}w zv(5FJohE8Kxf>S4tVgfl8?+-=c}FgfyNBBj2n&vXA2slvsi%}=k0(rRRG7ZPH_6qS zWnrEyO(#R$gR9!Gt;Yg|ytX(xd^jKT9eCvFmCS1sWB_eq$TwykBQoAQqFclI?iT;y zbUCNBnlv#h+yR-$iPJ{ocQE8O#j~8jW-j)vmAA*d#RV40e_pneX+lk=__B9SwpJP< z<@DxeK{a<0UEa|r%50k@{}{Tls@D~gX{AH;TsjtG z!-Lme%lwWB&92Z^GCcLt$8|bCCUrg)$yAo5r@l{bL8itmYh+l;n)994$L8B8wtFOB zQ{t$A2nP$(Z0WYAxdAGOrz{E0+0m9HBbaFFC%B%sAaRw_%g3{ZE{>kittndf<8$&S zpmvO7%ml{YqL(A>HSu*uggyO8YVJ*~ae7B6_<{xHR!w4mP2i8J`u6&Gr(3(|Z$#_; z0?0@6hpQBJeu?E8uM?CwyUhed`_FZFkTA5Rv;HZ{s$YGMCBSbF5HA(eHes59_DWV#W7*7G;PIMo~V8 zL9ZBlGq99B&=dPrU$ntuNmmLrtBltxWD*R{JCjCI?(uK`!kXlw_%1@-NQ99;5=9lp zBRBfxdql|%VD_E4*E4Bx0_#fJ5pEfByDvAHn_!a|Rxv*^3s;@5s#K2Vdu=@?pjt|K z9KXs!hznCS_4yd)BG8q`NzT`nLz&U?Qj7v+dLBitxAmAJ2fDiF;n<9YthzWdM|_gi zd9?Khmwb(@LDp?~aSCv-I{G9YGRa<_g z*5eIbOP5|paK4Y-$rxu;r+fnQD2<+(c+&&2aReAj{b|zB_WAP-VJ(2|^bPzu)~#%U z%IdH(_Ss=ZjzS~4MD>|LUnJh{huHywNwr6-?xVIq!hZ5n3*e}UA1(TMM&a?V(G9tG zB_ty~r(dZ5CfwK2 zDJ}3Ild?o0E|bs;?%EiEtrIXTOJB--@?}~>X?tp8ZhdHDDuP%$H62pe-Fo_VtljP; z*duniHG;!?biV-QfG+1jr&s}q!Mj`XJaFJhS&+2od7HAnGf!n>x0M|(zELR4;VMbm zM3+CYah?}k9o{X=3>L(u*k_PA!rH<959w1F#L!s@PYfg6{BY9;06{bz0zX^@Pzs|f zGK#HF7(C|LZdY+h37Nd)&d_!ME41LHspOePtcaIHGU#*aFIc0(zlJ2pPMYUB0-TA^ z#J8vMFQ@tbhdZ7+kK66}uz*i2Wn}2&ryab6{zZeq6Sv0CgD@@KEwKe0UpXr-kt?>R z6W^EndGX^@943P+pLAH9DQ1bB624KVcxx6nYbA~HRi`O)8;Fhf25fzEb_DyrO4#`K zhTob~?Q=@&?dQ)!R;ifJDmi<1L!G$ad0TvZ7b>@%UQEuNU|d2qh(fYzzpv>b{%0Cx zHG4d!){4c>UWJPuFJdOaN~UjtrCs343&p;qS+lxS{q_p0%96$CrB9xYe$2!5{o(G0 zviL3YCT9KBK$c?Y2+OTV zES)tng(Qh}Y=H8mW6UKoC)jfvO~|N|;j%&8Z0F>GS#`q0BC{<1xLV=y^uqBzQsvQc zc*?h$OI)#SAS7l@5csJ+%fi|WmT%KA}yxrq>7t;N~AkX?;)|BcAH zpFJF=pi&1k44;w$qC_;3kpcbhWB{KUU?ZZQ%$B`{jgU@>IRPKlTNXb$fbC@dm~VqmY}+i3}8p<+Kd-S8*%rIX@4@ZNw9u(NHry3-Ox;v zgi;cX(3DyblQYs1P383eApFM71QPk>)5T`H(*KQH%8V1tB_6MO9sELS##e~EBX-j^re{AwTl%rpA{?0Acs(n)*_>VxdYrAkE9u5>^Zdv8fq$;Ai|gyEo5TYkn7;eT91{E zqxN-}qH!ezu~;cWuX+(x`&PG$UPRp|mC3AB;lYyWdON?D8_A)eMyeya_*uo_(bDF3 z7CW9LuYe3GaC>*q>O@3Y@KLzcB~2p(cvy}^Y!!+1#=c8irgap&)lG8IO7mbrU0khM zjMACtFTt(y&yp13`;7pn(IFyM@=kf%5I$PL0T0pf75rdcBr|>n*Cb`HKzr zMGNa~Br}Rkhf97zd_`hwJ?yfJ&UEq$ZtEDJ)X|Ucq&KiINAB7%D#1>|~Ci*2-CF?$#Z%La^IJ1XvRLNRJn&=qn%HYmjJ03rr zRyE1STOA(D8ty`}biDPFs-5Gn>q27CU5@rS%%j-%5Intlv*NcD+H45E$RvmpF4=jp z(B^av3gszxqt4p>W0(%1%Yq_4ujJ*I*dkkAt0jkO{zR1*6|mMoMX%RE+r5UNOo|_= zb>Ow#aslp54!O4T;*Ah)vB)-|HeUG2H@sCRAos9MpT$f@3kH_P(Nt1yM=?M9Oy3#fr z%nz;iq;O;?Ow&m`BQzuN0aDlEo3>-U;ik2#vkNV!*6rl5Y|B7J#@aRf@zUA|nSa!T z&6qcNWE$#${I*zEXhP05yjn{e|+@?v% zUJ|Gnc=_(EG#0EIH=J6lL16E%z=FO>%yOstBZT8zFgHpuF{6SdV%D^j8xoSu)zC9C zT&`An`Q@u?&N=e$yt976z5)(#6AO*Ae-=i`vl&v&%ysZkLETTu7jvKG@P)x9w{pVo zVj8)^(OOd>Jh#KasF_QtDu3JUa*`n1&oC(lx*vPT_V-BBVNZdU+GUb~TsXCT=S1@i zctpVdJ6s^J#5m6-FsdNC9+%7+*z^=MI-2{LXeC{JsgyQ_?G&@Au7DMm!0F-l*k)6- znHp_KWZDwxnDtw92JC`byPH|FDB+3j?wwz?RB5Vw~MJi5{gF+TBOTskUCT)PiuRu>L(dq}qq4?8+ zO^e7E7NZloNTQNv!dk9fz5Q*gWY2-+16;y>IX4b$v_uT8&X0=R%5BPi?kBu}(*9__ zoPn{bzybsYp_A%YvS1a}Z8`6&CewTMItiO7M%|iCwY`_lG1raJV|&uGaToh78j(fo zs}WvM6?u*xTvK)-y$&0T?5qHSqQ*!bKSfI1J=YicoQjq2tDO{lEx&0;`G>2!Xn$l< zY2b-fRSVED70WPgiVeC~6)v#B(jd~nIb%CeVz*nmTMC*iMJz?!xhJ}gQ$S4$ot@MX z>kMpvz3?-ZSH3})W8$U$ttJ4ef3iOr02CHQ?#c^;J7Bf@efhQT>NgAbYp}W!46`e1 zpQ*jk4IcOGN;MQa|7oO53nN>TV2(`0!X9azDv?gE@SO?~XfE~547ETdIA$ydxZXHI zI6frv;$$A~cHL@}lg2(2-|aEH#%rmDEp%^sn$_WX7qmiu6S6qq{+5$zFa~rnO`9k$zS0$ojZ9hiL+#JiW?ynwBB4r z8i)ix*H5=3LG-g`!JvU{ld}zHemlN@;qjx6%6Ue6+QF=gDksntbb|`QSrLvKbgBbD zOxKZCR;D#vZC%T(mUnoQepw?(XOvRot>?6dX<&!$aL`~MWx%cQc$2x)2|pOQCF*la3633%T|s@$7C z0pZy^NOXJAMoM-pZH38>;ESr;oVUIJ4$n;FKdE+*?rkI^{Q7+J3-)iozZ~uj@G3Fa zK91|_Bkr1mczr?d_otL9Sxq0Nr^9=5zWkrKcCT)nlmM$2vypq}ovh-rFYpLv-|tvE z__694f?Z1vQ9`Uqaw@?byKu9cKdTtLc2}+_4gEFG^56a|kURe5peEi{`y3m_)b)Qk68BE$Rqq!QK!|X|$_&msSDH^R z1HRgndMBiovDntl5sw2jAn$3MzD?r0YKYGS=y9`Nqn`R3KrZDg2gSO315TS%!srM{ z0Nt%ia;|Pw7wb`gm~!|hc$A9`^uj~rd^zBr_+lHO zvvDi`f^~*^jz4&~-CPzwb{uYh`|{G=5r}|rh>_#FdZZ_42a|U7w!yXfC5&@T@)O_{ zn#5f<`Kb=TZG!yQM~;4;`@x z7ntch!>3u=dx=G4M+&eSD*<9g3Go9yy%O+@%{B#yVdlL7o-rxcpNck!3>4G#Pcl%U zf0_PDV}yFhQ0N5Yh4JZG4|rhao*qAMBd_y#zCc*l`_;HA$2?nPizxn*!U4k#! zJ%Pa(gjUO70f(|3$g$oz8wXMSnh9e2`&bUm{Bx*gy?}RHlBu z<=zz5x?FkDR&Y3VR`rSj8PD)JRVQWXf2cG|xM=e%1N1GGO= zSHbC|L!Y8C%7)}(Gda%KLu}lTw)4fAW<)nUpC`%!%JKEm(YTe}0050m`$vf76N(I0 zJO|aY9_pSo!)#@b@~+){cTBVrn%vca*Up$34}TyiEgSP|C#sA0jcNg!F()tqO-X0F zKMF{zb(i&3q6$4eB-8Ko$d*>ysv(VC6;s!{BX-GeURi-Vu=v`5Czw9n&R;3nie+_< z@=&hAyKx04otZv89UAiuii$b9q0%>I$M)t%54{pflr~|JEqJaH$Jm4hKUa*Z4)i?uT}fa~TAQ5P{pX#H2DH5oF=|%8_zeCwn*4u@A~AXgo}B4pQ%le!Q7E?l;2mo``ij-^UT3 z3hX@|OxNUi=`Y0o58I|Ur3>;fH`&hIW`kQJ9VMsaP4^1m_kR`achL&`Q189I4JF@j zx6f6 z`gX;H`^Udhecg6|b*E=X^)ZNq@=)*WiCLQAml_*Dxe9qqc9Ejx58O+XFOpY0ZVcH- zcaB((zSeU}+%k)`yRQ=nxQOK&Zh%|2F<5OIrXn*0q|>{fyMfKo1apeYJ8(};5;H6! zW!8Tz!S?K}<71fE9s)723=M5~RLQwXfq{u9k7yx(APS_YYZq8NghbnqeIVvMqyFPE z1h8;}ym5+mV?>me5yspp4<})7?XwGeuQYv8;Un}_{^v2r4K^EmzQoykMkzCxPHCvGuDf7RIR-F z#bS`R@3bLKNc+>#oi$0#o#Xcx|5A?;bng^Iv^W*lh_Epum0pSA$%$`dJcPd8O>bnz z%pkiw#*uTayNO6U=2Hp3W1)Be+#r$nj>^9hEmF_8!Fw*|(5+O|GxYMk1U>NNl+!$l z;z9+R4ryl5y7aB2y&Va=?u#xq8Z+OZ?x3wr@Ay#b_q@q$vX96Y-l*RV?BQWCCalH} zf+Ps`GfMB|KV|L2nmWAEVy2+b&e{Y)?Y)F`L3~bV zm1pk)uD?qWho0XB97WsOd?VapTo)i85k(Bp2Yg90MrSo10vuYgF#;aaGy$ZXMOoTR z$77U$p0=z7mw9|l-?{&x1+2h2dKsv|*BD%QWCJ%R4od*Bg`R(efFO?5O(QJk@rB}D z%YWxxu*d%|-o=<#KjSR7`cIZo($(F1$Sa;c21s{bBez+HHISy8<8VN}7=dr)E+r~p z`9X$=gp2QBN(;u8IH`5H>@(nBSiwxkDSz-Un76@%M))nu3hT*83Mnm5mz{(d=TmxX z2XxCpZ+D+q-*v8!wj7=rthJT853E}ZG)!OoCRdYbiXAx!scQFYT1S!n$>k?Z z8b4rGD`TWt1d9r>u}k5=BPjXFq?)g&G9%RI=7NvzQ$R>KR70F>SD5R;bMo9Y$xE6ZymW(mkz ze>x@keU{~$NBd0k`DZ2y`mWmQJmE7VqU0?$vW#QKkXy|3;=05ucl54zT#(&X3nc`7s>Pm6E$-CG=nNajNN*zn0{<@>xdWni*DemObqU1(gm0V zMOJ>?m&Z-r>e3yoYgT_5Js4K~A=Mxhd~LLUd~FVME$B(}bH@A}iPEeZY1oV{5Y181 zLeHyrvg0+CaANF+o%rkK`Z(;Q97D`0?c=LEB{36LkZ1!(s^!F zP&ddFyZZ$xB7jQlw}dO#vXT{47yFurGed3pfOd0BUM=BpIqlLrZ)$IP-FZ@KZtqQy zcG0CYouOZB+IdJ!0K+SVyyqC4%5xFjS|L>5x-#U?ciLG^lAi@vET}q8#dN2z$;1~6q+Nn*j$H5EoNU1H>P`R#B!1FUA)alD$ z_ly06?L`cCLeSRPF~Qr|tu@e{wo2uTv(E&oMsB}IYE)NR7%sdyT%fyETpy(1l+JIV zoOLYrgIFQYZD>|>$uL%t71jC9j@vDc#klrh921QBw@Q&|dgT<2%U-y`y7s@+&Jk}w zurwv*F6HoRe&MDFz--nDjd>UNukAq1#S1|*H(%4Ir$H3fJjaMBR-j!l@cC)wQ9eSjceIe zz_*0E^!VmiPT^(?HwUQCx3!bm)-u<~k@Hn+gILgNzT^9HW7I=uoUxmUkOEeP8Wcb1 zIfR#|BcD1>>H@}XhlfL#Rx6kpmNrfDRb~X|6bwG_jQFG0t~f~UReklLRLsGfOtpT~JGG-p&%-~oyNNiL7UwEruHypCT_alYE zzqfVnCCBJ>i7($VzGEXCHfZJlUGfji)%IvZ;gz*3$yPo7svFbAH6>tPnn?67+q--= z5SESoAIKG<>}J+B7^A3Vk8QaROl||u2xLN^R?0PtOsorgtKT-Y4IQwr4 zfPV;5)9OxMtKF~r2cWn#$YcHLOdvuz*w6IbD@bg$)NVECHR3%Uu+Y!B0gV(NVjAz^ z4~jqHW6CX0%|;s9nRWk(E7I8sCvZ@2O3wpCvW*7Ft77(@G_aJQ(I2y25M6O%4*6B{ zUIg2;KCAMl8Ze=5l21YrRP=T{kUNeX2YZ$UkV9lza*fMmygne{TI<{H_%!B}^~1Pm z#7-e|)G4V(8AYjHA==y4z zj@Q1paI5##PG(yQa@bC22NEW;qWI`gCghF3 zq|`(0y}F-=wPgD9ato*TAGqTQx!ng1a;E=^JT~@oyg~=|!bG#K3alX=ecNYVu_dsK zJa-z*<8;?UmXUv#`V(xqH$D%E%~VNsaDd8Vm!?fr4RZr-h{KyY8lKY9hkS`pekLtc zkHa*O=2?7AY`UQQq)@)TWXIlRB?1C4Dp><$v>V!Ez%9Ft7IiW8o#T=_axXw+jopet zAGS#zyddje33~e$&@^e<2`|=1$k=3NXMcz6488Km-&7*&Q z|MAxelW=F}nuQzs_^Lq&S^oops{zCO2PwgvGvyBKoyQ(L6ujXyAyqQlwgkB#^I2ub z$J)It0TxdAYT5DH^>#0{7)H_2aVH1^xD3N-#XyxzBo=m2*i=Eaz`23svi^rWXx#XnOHAPKK*F$ny}zg;LCzdISMK+WO1A#xesiE$@XtX z4s|jQYW0`^B-$U(ZrL6b6A5jHiYrjR7CdZ~&OSu^Hw;b-@dpM+=qCIhFgQNgUtw^+ zzXkMuLm!!Pj#h>0j`f^5Q}>)U!VKv_6|!?G^Zrlx1!2ExjJg=WOHB!T~)i?aq^9E%TL33#K(5tQ{i zcUORepJ^9$FpqfRtk9d*GeyX1hdoG3G{jii&hOkY6>+c0Xrg&0M2&M0KYC4+)*mTi zANxh$p^&p=+VmhGMYpFv75uC3<0pD>YJaf$XO`s)6;6-e0F$s8<{0aib)Y8B|K5`? zQ>}%GRj&-#)GwwEUXw&@J7~(%TBitVa;ij&DiWU@bJx)BGf!^0D9RC{#76=N1Ada? zZjL?qH#dX-SsmZrx%dWH=tV^mM3^Z|dNb2jC@2of0q5$-7&Q;P)QsF(xkkaVa|tk1 z%GO_I-AFyO@M|G$nmAt40hfhTA=R!Gec-=BA3;YFfNM{*dxK`G>`#{| z$nAI-v@WB7WoG8~o4`sD5R)t>IuyBr6`GM~Bn!&!l6RlFgdTmq#AOz;b=x?=E@r1y z_M=LhBWS(D2f!Mu*2>oB{+q!Pd_Ox@qOvIB&F;$J0V?fJFMzHk4S>Q*G@a4Wl{P@< zXODn+YypbwYOA}Ks&;ES#u*UQyn&&bPFbEm*!wMlyu7uI8t5bu~v#H;rGnWcCUG4S`|rn%^Uj}LXf06swi zJffgivnq}`2O{Z!H{8m|P>E$7)g2Jt1bCjf)t&=cZBpP=j6$loj(1(MJ00v`1fbIa zJhPYsZMB^#Um}3X00nNIC-+}Hz|x$UZhz6aLw5p_HPfvvAhoIjn<(Ps7vTRlxf&NE zK49=ppyd5&=ZsL8n_%sa-)lf;nsoCMaHSfBu&Y1U@-<+e*zE+qI%hD_t>(y?`Ajn} znc`Vk4XsXXfPA$|(>mWO=w+${kBjrrYjgG8zTgyl96BLGZ1wx6KF|67);fRyEdm!o zjWrCACwl|tDk8VovrHwTT-D3n{6 z;yce1=e6%PV}k@DFdoT~T2Uadb@Ge5B8o%?rrwq5|mCw^zpiUQ(nK$>F^E zwFg2aM7ZgB{ulsOy^5IupK(1@ivjg~4eA!X4$kdU{BkYcl3_8nsw=$s!bu{^km-aj zozl)=s>-SK_xN8JQ+ys+k2bId3hYDxVa=7kw_xwTlv?5Coe=sPhl)8@@CdL?n}9&R z&+wH#XoKDfE&z27W&2Fp9WH3UF@9If;|D-g^g06Q)OJBsT*GDyql+vS=~FAW?d23cL8>N+hw}M#*Sj^_cHBalf4N&{|4=D44NfkM1Y&;PY+U zEh(@g-z4Xt%|^dNUd@beDl0kql<(@*ytLqXgc42c8Z7r}K>@pXoyQ};Xg{Nm;SUt@O{gw2fr8_FeU(^Y&h34&3efNkcy znYZAhn6g4{02Mv8tqT$eLg0ooXav2Xc}B5>djpXIzXWYR{Pwbphe5`|NSgfP4ygta zy$NOEYtweBRzT6S-qr=eRz8~e&Shh=r!=G%rk2>fhRmJ8;%ICKYPjHA_HA-aMqLg# zu*V)Kjs+?jK3dx+=h5maXuk`WCxSw*45WQC3$7glT-jPbo)ECdF-_%0UE=MTM_`Bi zncTDWRn)Uhe3*H)I~#uF;WAX>VrIbw@xn}?KrcTUQeIVQ&k0=@o;GwQv3>>C9ZTT1 z6b7Qm9UtpFqzdHcKBKqjddIQYE&cP~BGui^M`DV8fs9@FV2b#X9tH`*K=l4As%&%D z`Al1FvFbMx8gRB49hegrA}qm(fRF}Bq$ALtTw&jKhiKQ$1aoqm)YcwAXM9Z&1@NeI zZII_VF16bGbI{>xi24D)6@Mm}2XGymkZCHe*O=;0^V|pl34$OFswiv&<+=@OLm%ne zwp!TH3z>~FODJl@T&E>mb1c!3&Qj**{fG4=9vGUaGd1OI0ZzM!Iet~;5|0n?#7S2B zTm-_NXY}T^!_YkHTmWZAHmO6?!$_WoL8E1Rnc5jM0N>HY!EYjBjJFT}@MOr8dE&9r z-xcv~qpMogUbL2zDq>PPE?@p$N~ZAFbee)wg?|bM7^< zCDvA*L8zqM3SbJQM%pb$O6tP)Kfdy}zs-5r%VH8={7u4}=pzICQTYZuYpAjspz{;r zJEERq&!~|gt4GQ1E`%ZY;S;zRtycRk56#P>RVck{CAhF0yH$z3O zEbHA^mn5aYq-iPWFo&{dfe;uIZT32P%}-blkdU81k(vPe)Y`^}9r3~#QdUe_o$p$k z-fiv#=Fq!8WiSn$ubdtVO2>T~MxVw4j;RDM`z4^YyAbQdw~{U=Jj-O^$NcVBiNC!V z%GJ_5e$7MHkY?&+EH^j=N)P9Cw5jYXz(oLH+nh|j$Q7|Jp%xbN7OrUCt3Ke_d$ox0 z^cb^(;Zm*)wpU!;eiO{FKEZ`CCBS1+-H+5N6COUQ)=XY(xj;HxkOf9|W~N5OGnIX8 zVKL3o_BjbTZbmteSFQ@w`EtX?-z!EN2VHY7HKc+agMPpT>=BV>?c z5ceqbe5#VYW>|?aa2yx~W*xJfkSY*vi*pba;P0!0{Bo!3li$xIA+NWsKKQ_YZy7yt zHL_$*Ajv(m*L<#6$>&A`7CN9RBA?m*&eE%U>^JBd0vBwpeeYQ7-BQT;e+=ZWIwn=pVTu!wk8#~kN(JQd3*GW8#t-C+JH8E96bE{NCTh!4V2=fy z0|*O(Og`G?hap#@NiujimVoQd-9Q2BEGq!MyVADTR%R*1Ix2Ho;7LAF{EG~5e;5Hk z^0&S#(?!S&|Bq=Zqkh;Z6p~&1XatZU>hwVnd0+qq>gK%L1u7~*(p|gfw*i4;Io(z3 zOk{fQPwEX23A{q;^De-BAR+*`{N^D3HM9qj0Mb+6F}Syv47&dsXEC6|j6t242L7Vb z^Rp8h!nmX%|MNE-Fp7-B=guV_sRuE!ynHtWUX(B8 zvM*pL%fOG;bF{{LBhZ%)(i|a}y=GE3%uuJ1qRzv=kb;bW0kCXdmbTg_D+94^-^c7< z1XJes* zIN=5QOTHw11M^?GSIQyJEwgM?c<7gZd{jSP?`_8Er*tMSggOjL=1jY6zHKN$Ij^xX5-wifTtSR*4e)ZsY{So#DZ}w?~ zDe{aGw_W|iVsfF@*2W$;hDO+oWWDNdQz58zo~}v&W*;nd7-};O}m>1rm@&uSQ|P)EAv0ueLzUmz6mR3rcUI@V>{(IEEnDR9ama$iTch`y09pq8 z_Z54e|Lt1~K4Zq9P*5ZDZx^_4F(Fm5?)S-J8D&;q?tos7yYPKQWB&_wsR4*Kt>$_=MC2^5w!2Xp~|w4k`DfdRUa}51wl0h1xUL(5J&?D z)q=8qvKas0en?NwK3Gdl~$4XJ9#YX190 z)RY-ghK+Me81M~tBt?O#RKJHK;GAg$5+aPyR_7mxMvfm7?f5(ZPNqbU0+aYfFM*?_ z-`A_GOY#>Mz+EuvRJ+{l42sfaQXY`Oc4_qiJ2$G#zA2jC`T#s`)^>p@nH%&v=_G~x z$6?qBd%LCl+(K;AHuRQ7%5LXvWI^8W(Quf3LWp>+3}Bg8L)}v+VEXBe%L0bsPX-wv zTd;0`U9yCGt~bOJk^ob;xF53pcoUosQk6VNptTItC^@}> zxQjrtV{l~d(SZ{WlBK-Y2NTu$5v_cO4e5jU6rjSUIRoye2YB{UYQVHymhndPKV3#? z%%|fo>OaB&7Ske_Q8of08;ZN7)_?k@=>zr>`3EQ>bZ(G2?b7l=qJ_4~1k|EJAVN~t zF8JPmdVC{M_Sp|38LAzRPZ!*e!Ar`4!Le@A5}2qt0}h@ycnjSD$CLyt7?%p_`<@*( zT+8d(I#ndO2+)D>WwmDuLG$0i-Teh5S1lLp!W6FSnfK2H!Hy7KH!?7ft8W=r^}NCQ zl2^d&I!Xie>kM8*$NTfY{m1t|5BKKbU?H662M}CVLoem&S*}=v#GNW&(3@o!)! zBhx@+&g?V|t4-GnMA_%+m2qM=&8G>4{(WJUP%=OrSd=V+kGH5clWF;69AFc)7T4p3 z!HVK_Xi}_k2MCIxdlJ^qga9OQv=~XT%Z#Y~)EvU$n`g6ReHv-4hWEy?idY(lpW(>` z*9KnVKmm>bnd5_YWoHD!f%u0EygNCP7}OLAtEM3o&5It?7uB( zrpcK$g3}`(c)KR>U~;R%9?>G{q0I_ff#2l>b2A{`;&sNZD&|O$pW0_9Pu9FVtzy==_*K+Zi{Zy26kGCfaugI9VK44QT9+M2&c3v?2@L6P z(Rh~D2%})cr}4?{{I8 zK%>_(k*RR`w0+B3#9kL5AzRH+_cY@ZkH(7=LlPDjz=b@4&rWs_GT@7eb}jn_v@n94 zN;;3)_;U{3SMTirY-RSN>Ws3$fwl8Y8dyT$^*0k!5z=7^Y6r@7q15Pxmb^0}v4^%2 z;#}M^Z`w^~pJ4!_qXtj029OC>yxD*BA=Bf@Rp72!qbgX}Z?CASs?hc&HIQBv`sqGT zLe?)hL;*`wqpE%E@;1{31=;9P$HIUu>#&pdxTbd3d?N z(F|Z_4IGsP@4+ZU$gE2D1{Y~x+n7({k2JTFVKMh?$_@RFI=_B8Sb z!a~p)K?j{rm5T{P(3MYJ zZK_n@6U~0ZA!4QMQIo{tERJEg%ODgA6Uu^rGCp%p&3C#;*$>#V6nfpAR$NnJ@>h#q z2q={DlbgwN@yy82jltLV$X)bw~r6+xbXy&kjg6id;o6gGhGpU%I~>AE+R&Ci)RB=WG5>u&=@2PtL1K~82-4lX=#-M~PC>e)8}7UI zIcMB6{`YLp9rupG2V}b)tY5ry&Zp+P=QwQRx@Yp^=Yap+qRr})suY6t;g?1cYTTvHTm}Y&+=smR z?Fwv*85zpoQp!F8t^LIX`)TP)4W`Js1zQdLLPV~6mC!Fd`b~|>ysZAc5t^tu;m!-P zEsj@CaJwC^+}gY@%!7%OLA<%nn5MK9I-GRowbJ9~IN}SB1JuVD{tki=onb&gME5P= z-ctGK4pGC(`5166C|g5D^<&@6!YcvLt<*ET`W&L{)?G2LW7nrf&%*4@q$6F87RNBfquy5@%gRZoCRm z|2o~!thu5plZM#3@~vo8I3z+*Q^%IvIgKRBB*E5Cqfz>tuHF7&={c|4+520quQtjw zfdT4eKtE>;7QHlDN?{dQtTf!|dMB?aGY4qVsk)GBlS@^Z7X}Q#HvaicLL!ij1w9if zLQ@ySQso4*B}p(>CQO^FjnT4+bCKn9(a03k{Z1^f(@u;tc{!yXD8s^8#Wldz9>$b= zS)vFlEiCi zCfql-`K7)Z16RmZ@9Der-&oUX+w^$j3i(DGZ=Y7JITg*Ib^rY#^jLK@R*e)au`dhc z|227_ z5g=xB9|lJh$H&PQ-ocgtD(Bv7Y1=e4uLF(yl5*R##2${G2r1!t+8F=O%}3Zhv(XMw z3<_C~-*u~8l9<2OV8~3|mFc#2a9?6hQWUr#%YC8KYNYfDBdnoa3zxzYJ!2NewELgwPBdIbT zmU0>F$?mg+yK4JdoLaW$*2wKr+LvGbWUDL$@+h_C|)pUSdsraAno)7>|~wg_E@cAaoedKH+&R3cw2Bp zYK8y(iX+`U^q6y8_v>zf9gAw_^Vsj4Rv(~`*1)UBCNGiHK7Kf;@N_@_Kv516J7xZ* z8vpN*Gwv|a4S=?}uipn+xF=b%oqRl&Iw?-Rf| z6Yel(LWbxps|PZBE6hE)S>AR8Q!H!XNn_;+^>D9i;n#o>slH|a^p>?COZt*7!)S!& zQ>A&K)w(gi9@;1zm;JYAVKJhnObabh75hweMB$M*JGAX znR(Uwv_1YvQbx6~Exb#dWg??O`FsSfzC=P2rxl~B9iTqi#IT~umIlAgeASmHyrHma zRBe= zta!;{jtAumfsb}donBku(epS@xxi_GBpO}YTgkYnzFzy+lF)4ADnSfn#@hTj%PNl)XKGY=1+k>F~}6zkq5 zH#|iy&J&opjdiADq^F0Vpv4h<4@T*JEg=foHzzq})$%dd#!%FjXy52=a><8lOl$2l z6lSW~vWn#fenKtpeTs>qj|mYYj0p4bx%JS{`Q|R)Uoz0e--W!e=PZ9RZ&7$%2={c| z!5wfOI4w-RQO#uc`+WjXwQfL^rp%tXEQGNVp*)1zvYU&gR8XSfK`q3f9kJ`x4U9?7AmVzuBUS{T>Bz4m@wnC;%CZ6}P>8-L1M>0^7`kAW3 zhT`Jl0w0Vkju}@aTJMCE#Oj>)@&WmbRXSM2 z9P&<@zji&&1d@+m+dt?xl&HD+iQ4vt-EH$kDyUE{Xg?qzpjHZ?r24ycGq$I~C3Yh3 z8y>G=+Cop9xfF7Rc6v=RB>kp-W_KbJ5TclNhEiK$r5yiEyByV4nAjS)6umsIfFHg& zv~O&3aJ=-z6mmW=s+yaO^K9%z^-TIADztXN;4p0tU8s9nk6P0ItUy?-LGbp`17t$F zzxn$8<?oO_qZa^|Q>hRKcGGPHR$uE6#>cvjgrb7%)a&Tm4!Mi3 z;!FIfI z2pL^RZ6G)NXSe0jhR0;$z(<Hnw%8z=Q3(k%{8cxe)g2_9-%TG$*^^iK`sPt=X66PRomUD3h7+jqAp122F)fT2tXx$#co>i1K@ULUdoE@x7|_K|c4o2}Sm@r1L8}4O zb?>=8t^gFZWpI3ou9j|P1I)YyJ`7ME&53e*>o11Tn3IhW$=}TP8B_>L19JGNbC)*n zt#K8o1peTFy|}%YXo`A``V-YyZXwXL1dHf?&Ik6i3bT=y68F;}9tC<83Nu&y(RiL(zN+8~(+|(zz9)bHVMSz$KR+52M|pu_5MF$WyTmhGE%xw5M%ozNYeTEP z8oRYSmW8TNbA~*uQz8_O(C|t^hWf+!((%&jnNIiS+1A(@M4aAOLQD0NWP%k7If4TB zkMSCgYb&xOvML6>ThhlV>zhv_Ivvi_*I0KA+7r3rW$(5j0t=H zcq%GwcMzb5%oeUKRMIsK|7+t70Gq~1U*A~IRLTV;ntpa7-rWL6H}mH^xDkN17wc0} zKnbim^_si%GQqWQOj9Um2{=kAYIE-y6xy9m9B@3-6co#NmV}(IXi+!;9+k9f=b4K` z;oqx=202xNx7+=wddc{YaoX&P_Ru|YKAE6y9J!z0eiBaB{=9QrnweftF ziutkFM_>Jrr+SUQb!zQ%5wceqreT6)*ooLLN*`S-NK`_n_o#C%&XBb_GI97vh&ll> z4?w$D?s$KTroVfv6(2#;Hya3kd+DvvV}%#Kff^XMK1FNw^mT zQg|n|K-eH|EOs8lHG_m2BnWUQE43gN<~eU~;W0=NG~hfr2GibS1q^JBRkJr!iP=); zf%aum^uhQz7V->%W3@E7bB;wF8$~#$*c-lfc6QWhIfd5-)}lVf7u85a%t0 zO@q3_DLj#_V*}bfgL>M1Lvp9R08v}p-Iu!v(fTW1|apN~17|{>|50dI%Rv z&bwD3jX}iU5I|+2?W;tAG4;9*Q{uZ5UYzj&*E5TjCmE`S-K2(pVngXi$;sz^gpGro z(JaBLQ-Bdjd-v)fwn>$NZ+J;S@+(G`P*A?IcS?UPkAf?O zBqH;v`ZK=rJOd984#8pSeGda2DT_e-5H!j_(Km0By0r!suS;qF@Nzd3y+t!!j2m7) zMJwTD8qQ{L*aX0=0teG#cyo?YdWOkB(m}S!wX}S~v!A8xY+I5@7L^9>6Tf~LMXR3! z+%^WG0``!1=KY&b^RG|ogNb}Mh5iHMGn~KwW&XXT@VX$vEN;Sf`MW;jfBxKSkWLht zn|l{kQlI{@)ik#=AO;>W&ock@Z<;hvP8~zH!JT=bwJxGw5O(nJ55c z3dfTZ`0cV3-X>7-+05&JO$IOG1f7Zw_)Plmt=$)<#+Xi4NaQmxv^izu;Zb|}g@#>U zU;hQ|JAhCBLafR;FD;ihGn}j1ovZ5sb>tV2@8Jr>(tg1Bb+5i|Z{U!$eh6*haKQ7% z?$`!>RaIOIa5Ab*h(#vNwScuPHZn3o@USG0lkK5@^XUHdNVhP(AHq%v4-Y4#re(RSW_QR*;0P8X%LFU;H&~l4)>owdN`SifGj#lJyY9Q+D-1GL-^98M%zJBT> zy+$4Py!?D-R#uQ(>y?D@M)0cfg_~P_TStdXxpCii((v1zB-dSj#9)TL^xM}uwf9`i zWNYBikzVg_CveI!KsVGdfoL2w9txJkT zfO%75bs*XEi7sWa@86t*;Cx(UV0!8_-is)Pjytpg?!Wuxsm7y&A;by7{LFRU};oBoPhPJ%yCC6b`8-((QN{anrj}- z1`&9$@`kBNNk~{cfIvL1$4=I>V@9~kqC5#&yuahw%Xt8&-#kB$^+O+&(fo~zf)ETVc4a%om!nPBg0R-8v-#=Sdb>biEd;9qNe^bf@;S~`o z+48xou(0`BhkRi*tDSj1|45YgZ?p9T6Glcx-T|hHL$bnRf&(ySHupBS`$Yto?cU!@ zLDjpUerg;X&j}OjXpj&v&ObkxFG*UnULf;yTo7;6DXz0U*G7cgRSjgGn4P-YR3)C| zS0PrM1ujBIFT)un?Mnk^D-VU+vCf>(_vS#0n(t}%>Ol;3{pSxKKBxvHRxHJ+)X4tn z^+9HY#KgrpbG)6WoFW+i0*$)IFkGRgs+vRW0}%(C+30m20r_76;oUwI!|Z~BS2Q0N zk@@Y{!&pJONp>c9?8fh}3i~91EQqn^mF3GpO(Hk@Uxv%x$zoJN$`dBue$L@>J+VA~ z$KCk#<)*k*zD6-AwbBO1hht99^B``kX;qK~lh5D^nOn95BU&WTXbKX$ZjnuF_FR8D z1l*d;#mNp^)8*XWY+wUIbzu+068evxHJ=q4uia?PY+)*DY*4$`*r+FaO-j0GVwz2l z7icnqw|3ayJipWb(#PSVB2may9U;JYv8hD9inTiv_tZpHKz9z$fMuN2HwS;@=DkS8 z`%wG%w^6aN55TQd+Y!DwGlV-FW7y$)R7^G4)VilsI$pwC&w&D%G{e;K-AtubB*=-G zEGPq=W$1wYy%g%Y>m`4tYSIj0c>HnVCnvwTQ@@j+8_tLA$%&_siwf5U7dNlT&9xsh zb^(psje9#4tzWc$hcquk@*WM@p{R{jF4MlD-EfA?awh$r$pTv5y1L)`CR-Et5 zX-q)q&W;dts%1NvYMavz!O{S)&9;VraT5#n$SeD&82nxN2K?0zs zzi!XfX-II-gJv18Z)aZ5Kl1s#$p#x5oiknEtu}Xm2!8l*q<$ZwxfPWdlus7c4M+vA zYaL=@!^?ibXroqOPO6o8Z zyrBpwlpxgkB@~)-ilY3$X0oK^UM+Aq^qjp~L!R8v)PpTTMCj|6{jt!|(OL7Z0@;cl zOD+w#wmzR~2gzN}8~ojB-jKECI)zuQ4ewsgTMMosTZAJL5>)o=bocPd&YGLpVN6aB zKAGRnM*OQO_zyjhs39SyO>aNy9AD$0kkf7g#YVt7PsYA|5s8UAgZISn#xs0gz}iaHW^GL^mzzVI=*9gWD!}N(Mjs5wrT-~_37}duU#W^*W;=cs?Hq0~v z2LTf(y5J08#Q^s^Y9<^b9}0pZr7b)b$+qz8xosZeLCpQ}@Fn#%Qme zAuTX-`6Su8J=eOOqw0NB@+-PKB9tv(WFG4kuHutrX!-Ns3Yr}UIgza52uDXp zkF)MZ{^<^UCaBI~5G|F@CS~J!k+Ed|rV4*+vLy*jTXV0h=dsRLlUdw&V@41pGw(MJt}uyK$-J=eAy0G=WRi9OXwN2`*yFeSI-KT zZRe|IILCkb)CB#gyf{8?&=;B*Yb-`Qt=n&k^KH@6dS~qZQBr8idDNbzi6-{Za@gA1 zcH@4mD+k=%ur5iD^xw@%;O8kVm^$1j57C6keZ=$W6Vt}RLLq*RJu&R%>T#Enq4%Dg zQW;`=PtE82`eZdH=V7e4*tE8WUqzzSw;8yF1_f|Cn0r6eEHKGQzv0Fxz~uw6-E*gj;<-!xzPLj-8Au+DOG>c5bPJ^sVwKXz zse|kmQ<_3#x?V=Ih~vDR-~Gnf=w?P0?BRN}o;rTp zerT$zLB4$8aD#5>=6E)_p^@D`J~Y02b#XZVehqu&=FIMt2CP}Ac{9g5sJ-ewh;{Rv7+ zmcO4mZogi!-W<)%qsF6yi6J?d>|VfKMG8FV4MdT4CQH+`k?lvatbK2bxUH6hxUzr1$HTZn@w4hcNn0D#t{QS( zANRlmT&yuCy7TklVh5bvlkhBxjU3xT*yESeI{D`p9{cayaQm1!ITds%8FYo>MD}nM z2EK{h%r^KRRZ|6(?=Fmt|8)q?k(J%KI?5J_Ml=MQ7>o$5RQ>Po*tJ?#?mxYWrYSA1 zzeC*j`hR=0)J{Ei5;3xM;`rkeN2iF!k;fz2)7`DQslHX~4_wDNt#{4X48f>~`8t~m z?e1M{?C53#YC$wv4VHI1IAlWt)$;&4#Zq1>(y37{{OM=!cNU>TH6Gj=yREKd0`?Bp zPOlZtU8YjoOqEIOY>s}bot-;L{~{a#COc&{Mypa@&)q#lBPc&%k!h}XV_7Q9(B|M) z5^9hWcbp_vASEUB9`b}WWFWl5I2FhpS&i>>l$vQU;aR zrB1mo%vfb#w&3f%l^P1BZNQ;<{@UHX;c%RatYX5#6HtXi=k|x>N|~@{?UItg@zJyN z|KkDt_dj~wVR%0T{p9^uFm~KC+q8O+QE&hngM3a4hj2B7On+ykf4!J~|h)%XYaVmmVP|62`~figN`0e?Z<_pQGAE zw3!n9&l~s_FYYrlcm0Kpwu42pfezIC<*9wtb*JKW+Mt-dN_wt28xWRL2aFX_pMrkK zVAcurEHbRrVM{%_@(hSpAO%l?9{vF1 zQ{2}2H0beeMXh#DEMgB8JPwGW<%tallOn+!ySA!Guu*B$Md)A&a3$*GDd|s++b2Pn zfeya5dtj(;!cHQn52CYYbkWIHJzi@-w0xb(54atRCnCSR9sle0tvy%A%m%jYybC^b zmT&vwM6jdA4=tCZ8}{Ke4Nn$=`X@RK|1>4Omsm_A6h$mTk(HMZz3{#Pl~#44&T57i ze#5NHVg45~c^*asL5U|F8oa}ToQS*e0o82&iv3Of>i}1X5M0#vhKxh!Aq2}Eo+%sK z4S3cps1WtO^Tm-F$vFn{Ybpjux_YtS%^1(Ym@cI9Xl!TOdS@O#Uj%akVnQz_7}Ov& z6v*8S%Nq@ke!c84lqO-`puE#LaT#Pvsd@dn`zv+BhACqp8U4!#OpzADsL}cl; zWbKB4UZtj{ro&`w6=^X+gBgjaZpeVZp2LEm({2=yo#xp4%Al*H$GwNY9<%}Z(`L~1jTId|GH z=XgOemRs-yFCplm_0p%o9pQSqMeyOTd7y>FazVi(PsitA_!}WOro`?A)_|wDZJ@#zvG| zqBB`IV+K?5$RMx=&x?`dUu^+IE$iOGe`<36 z(f_0jVJRY69cecs|A(giKXsF6fubK%?hWDp31|EFe~OzI0E8j#7?UFZcmIcIGbZ#- zFA+7*LoWbr$v~k##H6I%Ku{)X@DKKASmo0vdzmlR^Zp>xShRN@CR)TONh(z_A zoC|>3_Q7l@%@-;m(X}y>{jS9uUHB671gop7%Ns8HX%MRk(K+&uhhs zP}g?lWM#da_qen=e7y(Qz!?m~Z{gu!+Q111l23Usa}xz~hz*<2t=UPvp~H~)6XZZI z_K6@R#GcW*W`z{tB;IttI@|vM{M6?lFxUM;3T$1Ef-Slk?9DfzAEz3CT(el9X70r0 zy@%-n@i#Oyv^t&|TrTIyq2u$;`5GCS?!v;#8bS0x9<4_5cGln5_uQUy?wD|Mf(o{u z2nJTXd(TpYAtJ478I=%Zkjl9-Aw_qzvbx&c5khq>&_pjE7#ixx*1-+Eoxi|5-gl;I5;+Et zq_UC{{a({;qe!;i`!%17<2&YV2(NH0A0nuyt*x!PK>;Y?9TW%d)?Y%-v7W@d{L|$F zNWRy70Qe39n2KSo2O5o zMn?imco!(bn*v9r2x!~80_0|9vLuZcmOxQxJ$AQ`}{`$P^bEy}F&l4zy!R})GTQJdX z-e_Jsf8&(OyzAMY8}p0 zSZWtdSXr@Ga zTdMIg*2dC!E-c3KqL-f8%s;<(VMI=g#$qK!5NzT7;_FTS>n}>*63@MV7@mE`4CWDl zAMea)M4KtSIt_9~^U|h5%kaEfroB+KdLW-*`jTTwYamHzOL4EqYgZ##Wns&gR`5{t zbj^w?c;9(zWWvSf5J@Z{TWSfIm0v9_E%llpoa}gqQx`OYh9f#xahxAJ7bWq|yxPIE znWj5EeKB0j$5AT|_`Y2`>$Qgb%hi}a6<&`YXb(T}F3#NouX*%)USJg`Nv&``G)CaL ztlEukHI!XI7wS$);8TV0^rj;P9*fcs(|7NISPsRT(%pw`IXBmrbs=qbd=Sh4Sd91Y z(vSNF4(!kTs`Yu;{lILg6}Cj=?ZYFcTIHLZF8Kukeyg_Wy?p6MN!EclPJ04L*z8r{ zt1M`E`R`GNP>0fYUj^NP-PNvspE}jMd)7-7Obw0KuLteD@&xX_S}~k_ed`k)>OPSN zpVf56t&9F*QpT2D*r_=#&~*_a&O>N^Ge8@=L!m`83y9^bgl7+{+{Jv~IvQJ-~O zVaQGbcS!VEZhJoXO}fE?`do!mXR6+hy?Ry% ziS@JuH}AYqQtz%?%NIgYb}golHlk7m#m-w3cx1sXyKa@22{Z0{q?_9R6ipv zS-y1#K9h%~r0&}73KrTn%jK2r!bL=<_!D>p+S#;tM-FrnoH*al0lTD@r*sr@RC+;^ zb4U1Qzj8M%iO40ixnX|7LD(@jez}oB_px&1CU+yG1O8%CLhB86jX$Qco{E@--ndms z(Zt;Ik`pTvk=M)RBURbF7jL#)zf`*DP0;T=dL>CJ{s~&agELh2@eVdN_E_mLzDMxS zzU_Xp>+SSwFc)t16@usddedU!(W2tsmO#`L5F#YoUH5_uYJkK2r^e(gl@PFxs0+?e zobM%g%nY-1kagA68$5KSuV8&sP++q?yy!uj63k7V9%buGJL_A$R0S7@U=a;$OE^tf%2UzZ%*Zf(Dt>#Lwh;pP8?$yD8HZ zqb@yrg)LLd*@uy);{Mgbvwuc(fNW=h^|xUX1B#*^<1}4_dND!%Kufuo{f`!I&!UN$ z=a|1fUQ_7NT~v*5GL(krk>{p7A)~)A6X(aVx_aWdirw*PwC4DU&Gqz8?;Ai&U*mjq z?f<+#Ux@!8>5r^K>Z@j_W45T``#znHAPysEXoIuPwqPP0iUt`U@Cn;sr|g|$UV09d ztpo?XJdqp0o;kY&EX@VSLHj?9%&S+b?rD0^`+dnG3q5fT`Sg^)Mk$R|1~I08 zY|v{J0#mSrZ>WAtLX(=b+Re^u~nb5sJ z0+`H$3w1fxXZqbvR`~IMx$==)u1EgqSQqncKL1^-NHHWK5Q>gX`U4zwqhtDWQukUR zeVFtFv`~=?3m8)SIfOa^9XEqSLK95H8#E~B3~?v~`u>>3An${1!G&G4oY4@&oAVX6 z&t~%hhM^s4RDt1`oI~CsVDEK*+2&uOYhwmL)^xD!YZL4CowwVRDb}}|-No;|P2`;# zR#S8WR{}cmJ?uvHn*%OX*VqZ09#;fXGOvfZ*}_{lLA7mLeYiJpX3xYwZ0X7cj@^?W zTFSRcSy@?m_EpZ#&YLu12?Ya!eIwOM{`;wVTY}m2Xo_{9_b_p%ZWLadpRb!gD+Led z-y^IX#$a->YOc#~TAVL6^e2SVeLb%ePRiFW)~&1TcL_JGG8?&H0|NTh@?8yfroCR5 zECUQEa~h9N%DYpS>xQC>q_u&wuz1p?HAE>(dI~l00A4Exzop#7IgkB&jOZNmCe{8B zAzNB~&^S1(mxHEt^L5bd*Mt4WNVZ=#ow_8s1Csy zthZ2y++Zs3$B7d=_^%F5-^|R+JBN-O`iQ)-4L@pSZ7rWT3JVJhkK+_*{-83jB&{qSaLMASVOY-_2RepdakbmG-3(cQ)A0+iIP4nBRl)sM933!WMVTj`d4DlTQOMZ z=`+j;+6A&Cf=Ihc^jo9Wr@#`8av4egG|_D1G3_WXH8Wcz+b&yma+yStzBa#D+w)p^vP-u7u+~P-2YY%RnSTpDZW((7rsgn7@GcwExv9 zTwcr{gHD0wzjX@1oIeJ1amc<~lt_vONkd{bEx;UPKBoYC=*5M}t4`1ssi%WIYU7-V2Ii9v-_|?r9J~|!Q^l=T#8gCTP~0W{ry6Qe6v_L6vS%yZ%Qv>| zB&-MaT@lR2J~gda&;K(R@-H0q>;>fQ-C5c;t5pdEo7dbfnF2;D)+Hhqo7UFWF?0ra zrF^mbzV4G^*q`2Ssb)Md^*cT+#r^AAivA!FJu*35?PKQURqyWUSpl@tCea7fl}~>- zBfx*6j6zabgOp`_dgL~|Bh;iq7s15dk3Y@TB@1EOTD2e zx?op?D}TI6M3z;7>}w~rzg+m}w(OW~-xRCn(^LBL{xNw~8H)gUYeV(u-P_^WPI-G5 zlYl@4jdyG2d70abAN*Zt!hnzr=xihOTm9nH5R~t)wY6`Zj!u9Kr%x1cQ0~hIvmPL& z9Ton3Q^Bn&kppl-rIPMFT=0T&fGZg33jC%^)pTSUPuwr;oq@r01;m!C!2z7D)`^f3 z=u`;n+3U{m9vr0f{POh250`XVNh*GPa*@RsNyTaQK&93`B7om2Q(QShyg_*VYr>=7 zheYYrmHa?)-o3(``OZYT-;`6SG=PwRfO*ZlU!Wog7Ob>_WoE?;e@Esopn*Y9noAh{ zl|{e9nNa<79}hc7aV1=C7&n!>CpzdQ+u>;=Psb-u%z^M|3!qVAe)?1e3`k7RpX->L zn-`3ki*$WWj>WlAF!OAujz}1T%M0BFdbrVZ3JMAY?^}k8{a-+(s4X@=4K;5&+>N^AG2`oF8OA{Z}%5dsXWSdSvm3!?WKjv`ce0FxWpKiUV>#VU9}Edn>t$lsZO%;3tN2$j;PjA*ITzNf@HVzk6QbI zCon&B!DWkGT3XsRXBqiVClUbL&;r3(FB)zM6#*wZAq7RQ@Vs9ssBSy`{_cHR^H#UT5x}t)6>;$X^warNeQYD!Ox#|3pA(YHuqph-)>4K-; z%@)Qe z8o7w({Qx*!d}r+ru)Ndxu$#wxwviMz?YaH#_8YD~NX@zaR<-&DUk*<1a6#Ci^e9N)!bdyl~tp&x8ao z5mF+c0@_AwTpCW7#CHbjx2*)UaP*}$GjW~EExp@3pI*=dYex%#rBhr$h3n7{4%Jao ziyJtQb|N%h4Br(^Lx@}V4ZjH8hn;ypwgXivEhlv9*u=?geQ|v#{Q!8IyNf-qEtowJ zc5WG?7C2}?Cx~q}ak6O8!QW0IbfrgWt+bqCz$Sg9sFb5#bz5auwHQf5#aN7AryN7u z6?IBg9O<7wY=tnBS8 zw5aUBq{#&Yfy{wRx=-v@U->)E<82E!ozbJU4Mao`9>19c(%(R+@8ISa323LRoLq0IXANo!EPXrhdgtMNUjw&|ZE9-DSeyNWx`sx68K}hq-?OJCCtqCj0m->m(7ltL zi*m5bU9ZYIQN}^r7%JA$*7oCIr3d{x1WggMOucndtI{$zkTqm9=Z5m4S(0kl)nHD= zNnJ^oZGIHC_OLJ6VJ}O0<-3A!%T?+M+gy$6iiU}a^x7!#)cbnT@#KfUCwZe-8HWj( z1iGY5T(i1~MV<&}G&#t71s$X%N=BUpTo21(Fqc}@GF4cumLqL$xr=-5ZUbCX>9AK< zs2eW2n;ViZU^5UdjKPw#@NpT}0d`ac!cmfC`0}@o5vCzRSaJzi_yh&iA19DkPmEPo zIVS5-Qv@B=AkuldnIkjxB@Z`+e?>GO> zaFMblG~nj6LyJI=iL<*sg(1Q`{iIvBU}Yn%MwRqg7IM)emRNGbxxo(ZjKHxC11gJq z>I84TWCoPpFDU;>{g$VmF>HzVb>;h?VsU`K3`CLe;UB+-au?8~i(LEpN=W4=88Sa9 zgj;IsTpFTYHy(7-{?`wG0RbPL)OBp-(MTQFNdc>yV5dFJW=@BhhMOH ztKWsk0?$MCB4jy~3`Zt{h~r=$z8kPHY&p6vHg+Pn%7jNz4KFVSFN0xR9?bzMZmiJ- z4^9C=5cXDBR((N@X7y9(?5N?Gm3D>cPe-?7cSnd)sOluFn&#R2lnXjt9%ZXbbCY~l zCN9>O0u&aWF~s-6>W>ejgGyizmo=Rds2VSfUH>##fgb#~KN7m4XU@58e*n>gQO$mW zw^BhCJQbf6F~ff&#H8@B+%W`0(@9Rd|rppr`xA=7Dt*L{~vuy8if^jX;u`P@Hl;3N4 zGr~@ci<0!*@rG>-6ICYx_JM8@X>4rV4MGf8Kwml1XK6K{9`z8J`_XeTUbn}xiA3L` zIHW?fmDG)TFsQ=+eLDI-zZa#$s#a%30TWgn8f3$FGzPS0JR@?ogkaCR05f2sfT1q_ z<%s>SigcB31|DnRRZ%J2^Pj&u7Z9#v6jjv%h?aS%gYxP2l;P><9UH#q`HqFd-=D7e zHXTippC7NFGTmno^LUrhaXl_!K6{5Yhn8BMhI>3AdK)A7SQ|QSJe`6)eAnyP!~8anX5h48(!nvBRu%$EOw6A${~ZWm+6Z zPD&~)Fi?wt(${5f9&jW*5zMlxbqINrmG1Ta$(2CzAqbq#UBg>?Fi+ojH|4x8R`%PQ z<&4KRE}E1*aPrTI6?_d<9?)c4r-(kh*M_eD${H7@WvcQte^au060aN)7`lhAnOU6 zoz-~}wF*3wy$)h3%F0FnEZ@ABamN=9{FMk5IQ+{ow9p`o&$BU9!Qlh)?fLI`+T4n& zZwd*jW>%Mc3b93UDq|$qhjpl{(LzI2Ronrg5z8wkMj!KIHq+Uf*!bCL_e2)dWBoTz zj#^Npf5=Bx5a?zaO(^ke*vT7k5i+wrd2_dE^5^62Hr@?o_bi$I7*#3dwO48y^@llA zS(}$UVv&OI$KS;&efitT*(9ZRG}bF6Bv7A05RQ#V27HV4_9lBw~7pI<4>6doeDDG z{n7o5dy(;*GG;St0xy1TI_1whI8pvlX$L?_I#WympAsw#{#O`l6h#ZgWL*y|Wr=KMfhKbu)*zdBl#>nEf5YbwZ zybN3t*_&kU2~8loAWRRxtIj0Eq5hK6;45aUvUB5`TH!jy|nFqt6vM1D$Z3#H(y4WB=XVzXc{v?NFxzCTj zae2!wW1<%RCMKW1(QZxtcy`l-Y$JKCH_kB0k5<-lp;7m@8{=JKVd3*%M9hJ;2Wva$ z66SM&{h|Og>_tjCp`qLi7^BabDU(@*?{Cc~vosXB%4nV5E9?k?i}1NU>j}o>;q(*y z6B7W)fI%d*@4*fW{XC)~+uw1KVF`eBjA;)dtJ66oS~3FNEVGD+9=Ovh9kRzSZ0ySlpXlB`f*F2sh$(X-d#Jk@nSUL|G`j5DD*Z90A@-L-8><9T3E*la}l zY^Tk5RmQUXa7V$)Hn=&+M(A}~WUy54USG|dSnaBx0i_H-^<{ok#60+A%%*hs!+#-X z>37t#T>cg3zLDQX=^^y6VJJe2aqj96+%)pfj$QH%#f zH*`fVvSc7rVgRA&cy+p~tjcFL{*vj@E155zCYA8rE1=(jV0KL-93W1A)FC07i%$fA zFKbquw(}vbmhufc7A?J5Bhk=FmDd6FRTcvxypN@ZeY}qzF_Su6CR(e~h-dYNDO({y zA;f}2Wa#bfrt^nKaP`M|MFLIpIdxvDB-CM>GN)`#>It*#YT5V`NpDnk`a{H>|cTa$^S8%cEMjjnmd)OwwfWT-~fe!_fA&rJBYY zdHPvqCelCY`;o9lzX1@!g|T7}X($3AilWV^4+$=42R1L4r@DpiHkQs$AP=9HX#Tb} zIj?K{ps`X`Ut6yT{xp_-*q*e#(U02W2}7gncOf#}d9Mj*=0xNFI>Q_@K*GbqeycV- z|7|pb2Hxc{Emw$0=@(>AptQnnHeUW{XwfU!_4g zQR9S(vmKTywYRc%3$cmoNBx8($wl(~8Y=AXFk&x12+Z7wV!evzmPRb)eRGW%(az7$ zS4-y-DV`cj0n9}8FfWfaj@K%FPGu_ek2Ng?8S^np1u~t#G8yQzW5Idc1srTtGOY*B zj}Sl&Xpj&mxV!Mg1W}ekG6!OL=&Z|D;pQmFqs&`gxZZW5(bb)(45@#<&UL= zn;JZ;%l}7gveq(oy4K&wk&0zsPP?W+QeU};<3rctZPbazEPa=zu5Kj)yS!$~fJdvQ zH}D0)Suocz05HQ<%`#<=e5*FFLwWzx0uImR_s6XYZ}{jnY7TkQwJ zB|SwzJrofa#{$d)gfui9JUl!c3dbjIfJMwXe9FbeBq%tOiT__-3~m~PzKZ7Z)A1Ep zry&hY7QcYua-Xt~n3k5aw6t`%K=WzU_2tq)VI-XzB4WS;C{bjGPrZKv4F=jWZWi2h zNGu-cB__WU;t~*cCT-u)%o&-g%T8&lKH3VUjok}W_|}(wy3O%f+bF)%#bhJ3_23|@ z@Iuk}c!#}a!)UbEsh<;r6Q&wc$vo!JexvYU}fVr?&ncxG#uATviQuggJmhi}>P zNUfOlzc9(e8Qf~6lj7U#ZJjIEavZ@K5qC9e{G@}dwg+Pk_x(F!K9`AGWURgl&&+V- zV`zb7$2-OTs3ulZOlneN4YkQ1DO&ofWR1WnNyoQ`ZG~s$_=0RXOvL$LfKc)``+iKAS8v!*ux%%b6!swajnV+!s%N(P?lW0SC|_!LOdIKMyBf zNMJCdM1nQeRs;K`+UEGbP*bV3TAKyosmi`5!|Z%~8h3ChnGi%^C1P!XxCYVvSBhrj z4%}kdPb>sxW`Tp4(!ONWzwto0O6(VB9D`<^nM>@eeST zvmoqf73O0y^C0uIh1|XL;NZg)ki5_xZ!fldUIF^;qmM42Dl$EIAPIlr*;3hC{o2d| z>fb?SV4pz$Mm<`+=N$z+JVwHAu;%*G^>FXA|2@C5S;+IJ!BGiL_8Sl9aG$7Rr#w|J za5Swt8zkuBVo)emybWW@NdiOGmnEahQZTPc#^(FfBHpU-zQ`5J#{b3MTSi6sul?eR0ZJnwE!`l3pa=}o zT_PPKQX&kEv?$#}T)uf6hL?{aeqQ|GTr+yb%`5nS1X0 z`d-)P`h?N)#}AUF-}CaLH{Yz7)G5!G914rnYKp_S00VuW9sBW95!A`!+EHu8IQ3(v z)VLevn1nWuauVzTy06>7&Ym&@B&L+wZ>X}c3iRWt%!0%PScS!S?nz^#Ujjdr6V(g> z@?f_O-INPh)s?zmI{G#4P)xWBZ=by<|J(BeoH778zkQws*7NIf;(Sd{m}fwQ_*dR& zycZ~qs~xX&$wZl{(xGORI|zYT9!S-`y#ovC#e=){0n`h{wMl+YTchh8^23$mVh0Sl+SpuX??SCm}6UT>~dqR6+b29y8E58 zv_YtPm##@Fp5{w!S@hmGqGx))AqX;Brsju410k`Q)3+dnqD1Wf8OVtTbay zJAVn&RvbPeiplEE{8M%ak@eq$F?3QsW4JjiP<`Xpb`&dI+z?I45t$a#6mOuVl|24p zbnlLx2%qD2JuZr|y8$w5{?xQ;$4*HGKTb{F`Tbkl>oMfx7mPq^$0rSZSbKRWn6|i>gjPw`YIQG6X-1xp%Vlp|JZPoLN9T5~8@<==x$X1b`F7JkF!ae(P{ z_JC#=7)!=d3AuCt^IkpEyLe1bJd*iZis9GCMY0|BKy~_d5}5RI0%6pfHPrcTS)#5F z*rdk5M2$7_q0blw8wCWIJbsmC!5{-VbFRS6I6Y6tc0U}HwhU!ag9KhZ>Wgc@2EM4} zfvzhUJrxGi``(FW{{g4^n?-JM;|V}f`2a}Nthu8gtZ%wTXI~~PBx2l8kEJ_ox%+0i zxO1w-(DU6PmJH9`^hQZurm+jbw<;`sgQ+-7kJ0ILMgtA!&*HAfCd0Cp{MSDNfIvlI zQMD{XVedfI+Bzzue4Q3wB~&zx36iQD%U7RA010xWj3~AA8x6->A)S7f*|$$?lt%Bl z!I#5L`!eyU1D4@PI07$n2NQjl zBCkZe&ryJ_Ce-QTXhRmuXZ;*l3a>MMBnNg1XNE0ZF>JiTOimXr3v?i{g#_WB->BTl{}E37c?hUEsy(n;jNeYuy?vCa8PLUUi`Wfv0R zTC~_julCnEy~(j%$ogIFhs$BG(U-{z7kDKnkoB{}cj;c~wYXP%<#A5%Ke15jZGeRu z^^JA#Lm{lq9(+n^wCS5mwXgd_q~*fb>FJVo;#uDyTW*D4kG;Id*%jnSrLxF$BF9e| z-BP&`IZzqjkCt6@c<-vF4EUW%3UTdjsucP-D_QD}I=fP@+l9+shVaiR`$;#ugJ7c^ z`?6YnC>;1YGk7eXMMzOaoFA^q0bs+SVy9sCG(0p|;zAc(yNpraYPr9ow%jH-GkgSy zWnWGqLz?6Sw3(w%tY2XM5D1}9V<;ddCjN}cYN+wZ<)AvP72ip6+N z@TCs*el2we3e<0l{K|@^`I-zYzRbbW1Ngqx=YBNbRtAYIK7MTCkhS)XSXk zC%D=RsYv_$qivx}33Q6(n=jP~hPAsZTPxldC3_Z5`MuW?SG6qvSQAtss25UI`iuL@ z+E}KhHC(DnRcaQ zmnqHg`0=+b4DT4@8=hIk{=W5AD(Q|7N}Xz#J&X?2se^UcjTQQS zSqFL`LF?nE3zrC0qQRo4lqD{y4?cd}zm1I2&}KaQ^iqr2HH0_$loUVJA2CxlszTo{ zBOk4Gb(zgPD5YKqTg=V96`EF<2Ra!7QX;yf;0lP`LmcV3i}PF+P4Q@(J&HBxY?)XV z{cmY=%sh71s^{5uZ$rn`-@GN)vfNsJ^86#<@5?f5bzXtFgFbHWZr&a%uAP#U)n>^i zO2TUWs_~-n4jyS(^ql|Ef5Ejoe5$^~e@_YVs75iP2O1zYi{6`^FKr*1+Z6aZ;yt7x zxL)Olm#90>78S+)nek!+g)Zx!vS|vob1-2Y3X7FXlC7q>Jk2bsX#cn-l@e?pQ83;6 zMyIX46EpVoO*>q>Mm;oo^3kC@y2tkS0%jF7GtJN5pU&RF5P1IrNSFQE+g@hYmWw)2 zL`BfYTw0vFkjZGum#gR{UXbk2zSo6QHPh0`^W!UQNs1=K+@5%Ce+Delw+5pi7GGTK z*G)6+WGyIJ3h${k6n;vhS+@{l{RCaz6w2s-O=goH^^hFmQUA_zsHaCBB^_}C=JK_q zf6K5GL4!O+D}*oHc)d2u?w0T-R7F|2jmr>iwha2r4bh62r_;y zu6{k9>6L%rvD1|3)ii0%VA~z7kzZE}HWs%|@m@GJmwg;(;YE$&C1HOq0?ZUPaBiYP(?r46xnO9v^5bZ3ABH}N&vV|) z$yx>=aLoU9#v{Ev-eU59(tz^D>zf2jGyAMII69yWnB~MxYpNR55&@ z%+=&@xbPgJY7XU3d66?TbplQ1)Jy!Ct9Wxhd%NtA>EZ;&IH+Pf#lr{&t^W3%JL1EAV$)qHzTl@|$yL;ROyCyxg0Hjl0>=3=*JN+QPuGz7xx zl|Ba7R=O8H65n^P+SG&UjpPacbjE$aue#&gKJqX~rE`*iiYO~Bt)D_`t!!@?9h060 zIQC20$3*H$t?2f?4Cs`O&Tje4f_(4y4c@|c-;d|5ZDodNq=0E|?P8KtFW=kwBK(Az z93OltGR}yD!LF*wCm64Q%!9}c&AhP@cl%^E=M7UluwQa9*vNjHhf!m@B3rYWoA&`Y zB5zVol$*aX2NX}8Q}FGALs5N;sd*1D;WGi#@|pd*@(OgW-r4HPCAav{?Xy6N!{5V> zsjvTWGNX%20X+~4Hv&ZLL;+s!Ir6aoUc?)h0(mUc{|@vX`!rswQUjzHG5B9duj0FZ zA-!a1G~NoD>gq80?=Mt#wjk2jdEIyg#(-FOerW9GGON@u3KSPU1LUO69#f)NKKqMZ zXrozd^T}QH1%owJ*_xcs?<%>KzkSRSc2jQ@%l^t%-&!tMQdT|Us9KZMJRkdG1*K0G zl0YQUsalkl)?&QP8ykaCs7eNJW3g1bq|wYS=ApM6Z*oo(eJ0l_B3~8t z($hG#?N^0)nQfYKNuI%Ujbiw#cg z@($?WMBkyIKAzLxmv&JYP@C#c)r3>d;=X%__Yx3eIe;giW6dg4OD9ST2t16orz+T% z{k<>FL~-JbMYI$a8Jh6ul+@L;nU&;X=Ij0i5%=G0_OhrtKI<1eambP>oxAFL0fZ{V+ZaDudkKd1sBz`wXhv)P+^U?6@1SCia zBPEIavRY(%b8JyYrVE{tX{v<1YiY`?J~0M6yd<&$DkAh5?SeKta{e&GEM!FA)qd%*m3VeLJVY zy3Jx8@sMQ8>-|+f2;LFZI{_1?uD-ChlAGx0CXaB&q8o@6_@p-lS_{jHx^OZ|Ru0TF zYutY!#yZpokG`=9mCP?aJ}pXSYFD*Le*;}a_6^4P=~tb zHk!cPL3De3tRMToOq#M%**(WKgdN`M=`){=jOQw?1qn@-H3}Udg92`~XhG2mlD72z zC*bjbG^&w!@>yJt*5SRCRUtqt^6W!U(nXZ~3HwFhz{W#CRFvTWDV`MK8@;l}dUT26 z`Xu#o1^QxIEV~x1kB^V-_C$$Dbvo|feME2!W%C1ER~zbW{|{5Qzpq%R-vYS$x0vx0 z3iQ9dC;r=Zb|e-MWyfNl^fP(k(GKK}S456pNv-<-ZyKxD+{TMfff*(Sxie$m3nHJ} zQ6nZK{>fvlWSQMFxLErqY>fP#mjf&P)~%2NycV49GAbm{11dI89yLg`e9dZQU0~{#5WI%&xs&&6Pgxov|6gztH6Lkxt zY_LF!W{U)bOyEL=T9H!q=RjAEHik37CiI!-wVN|=@>aXS6B)Qc1>cQbIap424CE6> z54F@ZD(|i$7~pG5w&bdl3lt^Lj-Ow$h6qsc;43Y0g!4nC0g^YfDfE?^^-ir?^9e!1Fq zgwr5^*HtILZ$v++QAqy4&|N>R0&EGCSDE=xMnH5-OsCf!6!s(L^?Ru*1yobAn`DXX zijXiWq0K*1H~WU5Bf?qvkL+*^A+$N7paF6osb%p$HEYRHK)Te43ORh9zyica?~RN` zNlq25dc+Kn@l4Nu^#PbL$6Lul1Ep^U`|B>cFv0g6IO`sOjypn94uI@Ok48(f6agEz z7Z0M-HJA2Y%M>GXo+yPcQE6{d?|xMWZ`g6)keJ`fio#keOv~L>&dMbLKypDR)Y0?M zX+x^IsY%|Odtx*Bm-j49VpE3^d_RkOQhfAv;=fyu5}u~=l}l2F zap`W)7#JX*FZ+anH2?tt0Yz<3XJ-UT+-#cSzN$PofDY2bR3ONl!a^88VW(3sfh~TX zz{4LnnxFqeZK06?9gy@K@%()sE_^yVy3zLOctAdg1lG14pskwaJ8n(UVS1hYE4IP) zWIF;l*+@5Do#>zj5ER%ai);W+rz;@#5m&V6x`yJNTL~P#TrODc_LdSoF@(8~qs{cN zQ~GfUrP9|Fjf}7xYry-5DBXyz%eL$wwKd@!l$R zd|X-zs-U!vvaer+jIzY6v=UIpE+dYX^9yB>f;w+$Easg@{Amkd9{jy9zJ|8W10lBM z6fJyHWH+sXS4}85h+Yc$wzBPKaw9&Qc?~Lmc4HH zjN9kF@P6(3VzIxu7){>?L$0SAm_%kvcLQYn0c|-=pwq^X1n^&^+81_r@aG0XH6W62 zI_K{nKPVRZ4>kJ>6h+xd`uZY zO0b-FUZeE8W|EJ4_tQ|k^O zG6T7<9UyN`_n_cni)Pf7{QqJ}+oe%TRYDJyc z+7bNWrG^&EXjWIRV``((n)@wow1^eZI1&rW-MNnyJ~X7-^l#X_Z2d1>!qvW{tuKHx zjWYy1yR?9Rwe0IWHv9*UXZwa)zzv%faV#`a?`%gZxY%q3(MYKe%8Ezc=9Pfor%g-J6(@uxTyShi(>?oLs1hqQ?Sfz`I-V0$GGo zps1O!C7udYLy;WcqdyCDI^k5t8bpl-UU4z>S?&)I|n*-0gp2>#j zez#w|0M>lkTjQa(0&fgx0N|~Xe^vq;-4=#kP(V+`s+RtfYWN*`zOVHTvn*EXxtH~q^CK--dr!mK%V zLjCp;O3?B(vrtNH09Z&JrA~q8aQf^%E)~1eoO9N<8*Zbv?21F>34jI=HEaz03cHg} zdjB>Ev#+(#1GJ$@LJ^=qS6joBfz%#;?iwv9GZw9@G)X*R=|q^NOu1ICsYS>;5%Bi< zwkfJdO%cXiVyFI!qU0Ns`Ihv&G46O2r|?pGU&RFD$1Z!T=H(+;)q+vQ&eJ0%lX5d# z6VtcE!4OlW9TGP*%U(&xsBCXd^eR)uXz2xwIyEg(t4jLS57K~VAl}*@x5KIwE7xQS z_EdQPoi1LjUi^CL$g3?OPbw(GEOUuu?q|Bou1Fl>!*zbV>6*JWi0H!@5?ZX0P=i(C z(@AEVlG8rM`u8nFH-P9Z9@3rNzJoNZ*WUL2!)@F}*xB99)9vPrOA}L|AEo5*3F-Ct z;%4#{?q{LEL;W!O5mzZ`G%1$)>nT?af#2G`jHDPik+`(W`jVkGR6;dHha?!MI}rFEe;4b#r?9%Jg(PDG4Dz z4b&L%AYx;{!*Qc}cjp8#A$UlG|X4!#`Wo1ei8{5>klQa)D(T7{%ONyjoXQW1~z zV6XtrWk{fK{ysjTnl;K&`wDu!fODf93Gl&emn5OY8sA9rR4nm(tqC%M$!p*36th;Q zRI=M*wocsA!{iZ$5Y4-c8TW$ZqP@UbrSV*VU5vaJ*N%Ke!&^@Jn)rZ=%Y)fUMNP`b zwz=yOhNW70kN7OnOH-&m;g5p`=b$r{pE_Oa=3)obDL;s@{Z33Yjg_E}7zy`#P)zl@ zWzj8i+~pOi(Kku{Uoigi^?@K9jrWmK4gbv|*Y$5)UL(@|ntt~_T-BSM`D@E85oN_6 z$d-?*5YX>7&>lWYIrD~}jC)>D2cx5%`)0EeHIEdHtlJGe#z>GqW+jfzPf4$Ge2}zNMFK8Ay%TE_4#x)L<>HBft`yZf=lso zaK~ZUb+&Xo*^$l>(gD0QvZZ?vSwy=b!b|Upkh;f1v{l#Vj`y(ClkYGFuM;*1UtQL= zo(k<%YOudVr*8BkuRMLhe>NavHCtBXWSi(fQ(ph!-0*Z_{B(BDqv}dtFwN||3D+b1 zGuO_0Y1eoC?`ym(#y}6b$O-&?im=2s&VjG#{P#1uKx#%w!Hf0uT`)GB$f``$gK;A5 zTU|YM>JHvR{%C89v3#2hQ-B!F)jqXiNhZ-By9)42*@AL;lz8mOsh?HM)qwz4WO_dD zuMbh|q`D=n?Nc}mym|Qh7?!%kE5a)XG@STWK{^C6RVF{j@7Vmsi>8CvaaxV zy5M2H=$Zq(#d@M=>M_Wld(5ozkpXO7OCIkkD3t7G6pr}E`j{bFZO5qiLWF%oM+}eWeENe_`n%Hr$dP29}xO?($x=&^gwDjW0A6M zLL_-r1;!pX#-qeQX(2@Hemw85mQeP4%!cX67S^$R?RaEU2HIwF1HYyVVpAsq`4r+n zcpD$@uU^uOPwtsLi>=j_$mxvy$PB^1FQ$cds<-E&;kQ3APVl@!)Elq5N+V z`9i!S&6V$4SlMiKW-gNc6AT{0<<))smWvb7rPMbrbd^9Z;G9qX z%vs*>p4lKm^s_k-YiuhLTia9}+&($GDxY`W@e=Z5I7gY}-9)WGA&2q(XDcQA%SzZRu8?n~mh z8rbtFa~aT>jS+W!D7xcmm!Hd$6Gqv*X7Pz6tN{z$hWE@LNhzFCPN(yckR+!MFqO&z6C4Dl@@S}aIUrRSL#OkUl zq{Gkp;DVegRW#>`YX%W#hLdts#cIzU+Q6#)*xa2*0$-4|57-d~++mYz;yGZm2t&}{ zY(~I|ahxSDl=<3YD_XJT(CFBAEPua*9nJ(*^*bLINPB3076|+gb&viLsC)5pdWFy4 z`A0ruWqz^vP+3Qkz@js|7)th)h$*nuL`E9PZpAE&56iAtd9;&&ZJjtxE5#mO9BlOD zB+uaL<6^q!A-`wT=Z3eO9tROxR^k#Y!3^v1L@TRdib9?4D-rE8dq&3IXH=>xZu*Yv zO;!%AvPUV&o7JcKLPNuO8i|SaEk0K3>q4`KJX0|Z>erk2`a;N0x;I^osl9~k8Fe2SW=GGYVs3~@^5Ygob%=?k1Yp$#u`@R9l)GJe_Qy;8g|g5bY9Ic{awTw17fdF4&eefJ*jLuHG+9f9_02WsMw zF%t3F7>7`T;J0YS7ayFR7?Xdz3+5~$CnN43LFmG68eC5cclAE*V$c=ddJbc!q$ILX z(&DS$u9j%-e1#j3a{k&g=!crbdC*iMZ>Vp3Iv;b;LlU&~)655J{`!O}7r4zLLLM!KwMcu=z)C6} zB0Hkz*3V}*-qTbxaE3~!7OsWOt$)eUikrGsoXK|7@#BS@#UfLe68mIrdVQl+!_wa5 z3foM5V9c;7D{-o(^YwL2s4Rj-%&!(oVHaIRaD_;R+vUxZdKYRWR9Q_fUmWf1;bd=L z)tG3tZfj(5(NrbWyefZHzwAT5 z(CLv}r-=^)*uvJbDyQv)u)K;~G=e2M_RpBGeEw*8haHQ3No$B)4hn;=gc(<9J*!tI z6+U?9)Z$vSZ|pwyJjF?8tYXhWJI}M=nt~WcQ);u+=MJ?|y3~QbKKB-NG|R-!;M|vT zE8*m%WnKiVqG*G~2akALkYE8cqu6qz%Fd6z!(Bx5Bubr==FMZDL+utU3NP|NX;jH+L!Q z*9ozc49-kJ^axxCxWZR+>!E~^!`UhQ&B$5?M(ZC5%Z zy5U{5W7{Q?lppp!EYt90k8@;op1NS-4{NyCrWmmzADtw4#ul7*T8vW!E{ntx{-SVW zMuir7!q;{}2Iew((GxrQkABV5cr)DEB6n6j^0+LMKiMH<5?q9?!x})odX`Iqvqoa~Q3fXKmk7-cDKZ&h4 zrT0wz1$S8~lJGMA)c0^HLPx<)829xK~ny)Y8QnRrytIj~8Mq9}+ z?2mDG>8YzbSaWWY`n-epzgP<1)URj$svK7$pBu0P36_`#!^IX?3Wz9ntQ+Poq6~zf zhLW?3P()N^aW>Ew^CzOupXPdns}H zF2vU$3>k8vG;O>G9o+if92Q_X0*s>FN9P%foRvD+>}=pYAmEXq6IbuiU-d+wQ8Hr! zZP6XM-zeS=z)7A#oBSnicXui#@aDY1Y6MRDbzmyk+GR6153CA&r;IJv2HcdVaLe^T zbTVbKGYAowG4!Kc6}}h@bHOCdXEy0gcst7!?In4lEY?Ho=d}^$zHM|(b{QZU!|Z%b z6q16Q;qA!`nS6tp+2uo`zkbs*4NQTmsgZxsPs%dG_~Bch;M+SqP_EPNDXOw*O{e|r z2;n|>GQ61Vlr4*T1ML`++wVDnt0pZV*D`FPv5#`YuYoLoHti* zp?2DXsoG1dU7bCYzb*@U{?pT~$%wyJ=%@a=_X|!GIB#%N8C~Lx zd(J42JFP#dTJ)-+TokY`dgvFTGc)!)ai;iA`=x81!AuU}B%+ThwHbG!;r-n3^fBp3 z|K)5`RHWyRWtOz{2M-#}T=5o}tcr{476aMp34Z0Pr^`yS|LJ?VM&Shd%nQD728NOu z*{FKQ^(E??>UjvMr%Dg^>&0@X{LVr!J@P`|6j5I_-K=n=@I!UCPU0L>Z+O}*U_Ew4 zf=ARRWh-HorC)ZMx&{kV*V%Hn>6(r-nDZyM2J%_bjUU}3K9`~Xc0B##^*3Z`s(Eqo zuDGH9TT1o1t+9f`%ix68r{f1+*T ziZLtf%p`>=!#!i2&RhJE!nfh(VhIlE&N5FuXD-|Nc zMNq5=?$HmP667bO6Az!r>$_X1duSr<|9Xz}N*4d2(TYgZ6B~_E9Ss@!8hHp<6;3=R zJ<>CWk5=em_*jiT?2jhaGpbyWWWDLqpC6&)+KRDub*v=vJG1rE_W!IAI{M00`v5&j zzu{^?39>Q9<=Jpix8C`O+qI^P%qPc{hU(C7-j1$quY3m7vz>>-<<|FuQ#S7hPi}au zlu;I>3?&B{P?xXC6wVh1GOWHLSXA0ez4Lu*wwvwQ&dX4-pSue&2|-rLJ6xw!+yj;d z@eSi2_ZEowiF~qKYJhNjO6k|xP;BFJagUL$)R>1Ka~)vt{89FY(P(-sQg@BkuYA4P z-McPq7WSy%47p0DzUok7FF7-cNM;0aPGuU1A5X4-lQf2}<{KB4Wjqa(g&9dU$y~2+ zRD?!0u*oGz8on#(X-uK%ZkJ54XnQF~Ic#7=ny8Lm9Ns$hyeOZK?%I2D^T2{QHr(2> z^p1L!aR4HnJrW`HSC9BR4f-dT1NYYi~`0+^lsnrED8ngY%TB?QW}SWQ=s$ z5~J?6Eb{S0BjD3~eSejsi33S-r*V`9=two!bb(w*TLfNlJzdr~h3^wros&iM?aPnN?NpqB5D;3DO7YE1uH z=M`dxmA0x%t5SIpVW!w1pUV=%kCan?R9b2-oNeWP(y5#9$q}j}i%i~=xvSi_%3>xq z5?a9LGjUjU0^_9kMI*e)9fgQz$JKZt-%rEZI zq0v71>sS2U^1D`y$p~m8@M&@cSxgRKJ$fqlM+mv!ybHpE*db5OnbBzR#D7@!D33#X z@Tv@V)1I8#jzs(d&L?XiejDTT=6e3dZu=3-hSuGQ=BUnBM{grT?<#-!Z35J&a|Dkq zgtWFDK4cjDr?)^mz>cQ+g)gZ7H_?CSg8mILVonmdOt8#!Wy6*D%R%P<{^5^VD7}B@3 znTiqWe^nIz-{t>*m;XONbpLfD{r`9O*Wq~q6P!9s&gyq0vNop*o4{aV7B$BJ+H%Tn zB1Y@XG5$BbZ@<7y1dAKcZ*Zvrc3!o^4Zw%0=8cljD9YSc2*^_?cf-h@cO?N2w^0jV z?(Q_M?`nDMl$T6l+d%^YlP#@)d4g~tK*EdZt^h!!>&Lu=6JW6SCz~AUpH(%d0^;nJ zW_RoMb^(iMYphUj%L;yV;(|WebR(HnCH9Bo!U$yH0B?joJ5)F$h?f>w(4?~db=wLM z&a6Pyv;zF5UBJ>l^rWFWjz+GtY;<&$<(~*|)vPy29%CLLvl(XckEonxY^;Ei&=&MJ z)TxlJe>o8LKQ$KB0_p)mX*vZX+03Lw_BX;j+ z-BmY$5;()tFF4$(&@g9Ex~Y;Sy)GL2!2T4W>*&lf4d*mf{w8SFYHJMyVYMYj?dt8_ zz#roeF_*qBKP_+=tO9mh)}uGaTjO;gG$-?-PM>M^;MJ47`loH3rwmu^zkM*TCbUVn zPo|-eDwpF;9Q_^m&2?cxL9gc)qL-ZLf_b@>#2{F|a6^!-K|+uoyPW&#;@FN&qtISS z`20ged&Bg=X{WN251q2}6Daaa3Hs&`=vpVk1=Qroj^u?wg+C;HKHBOBK^j6nI|H+y zx>GQ_=;N!XO-dUpzWEaQBAO1k@$ZByMr$Im$#}Dy9XvqP=?p*eyHWyg=kf0Bg>MT0 z*ozW@1rGH9-#un{M0MIB5cMn7?{YatdCF`Qn2xBF4$@eHkRjmz#%gC>OLbso@3Ix) z>vGm9N5-Yh{4}Tw7((m;DcImb2?%ezyzpF0a&oMux*2?fpkt#n{chvyIeEFlgK zp#bkbDUzlyow`)^Bpc+SUye zXT*>M3&yE^`g-q)?0_GYO9$tueanRZ)6Sc03WpJuYXRR^2R5G3P{B98XuKQ^gVi6B zcoaW_df~LLqe7UD7jjad z;`JObg7Wb%D4Q^`J=hE*2O4N>3H|Vc+4@W&PTYN5iF0Ig**oN^7ISewv%Z!x7$N z#M3ROE>JsUMStEc^`qBu7SQng!t%2(m7NAnx9juWFj+JT5}<9O?QUpVE168IP<59> z^G*q;wb=1Oq8(3H(SY@U>a7Jd@b0kGFw6@*U8T3cJ@& z%iSgutv;TSzCGpQyh#4${#bm-m;E$hfWtzjzez?)o{ef4a8MlfCi1U=6!?ydG2@4F zL+^Y7(P9})hX|Q^9&-nkk?4O;EoTP2`$24q7Xw^e;Xenkv4geL*hzj#5%P#c!lbbj zxOkKTaH(~%_CdPGTsyb<(QMa&FcRcLbEU&B zq60<_=N;vO9ZBBaLA#4vn?zS%unEQYrk%52*+JXO-O4U04!g{yYgiMY&O0A?J+#(R zS8yTHQu+`|Y_<%~pxU+X@w-@QlGAIn3sdwIuCequBjgrN9QCwF1Y#Vy9H*`yxC+&G zFMBFBWn)L4Kuxpbbsi7XucLP9apihoc_TVavq+>`h{3eK4Wv}~%`#x-b zsUhJsvwEP2#;s~X-1dI757N%#{Rt4E$!Uqwua2Blehzu;Hc8 zwH9|K*7)IbB9(g8*y^_@7hS}xPb$^6m}HZbt*lRWPANj>9~BZHzV!R$b`I`IuQI&{ z&2h+6L>J~M{spd1D6uiKk*nKy`(ghpoU`@`)+L!`sf4GMU5{=2(Rj-#yX1;m8H$p` zxiRk`_JCbPNqfC5q_IIi!Y$8bUMwd>XpRu@*eMe$H z?BvB1u4-~l(E)>zrlX(70g#Rz%Ti&s(}t^GZ(oCdB~2&$M&}K5%-U=#@38vsaBXSn)?A!U*y)z#ugEIJw zuF9-MyX~Z1di%qT%#fm+Tnj$YBr~nUiDOpYXBzYnj5>LiJnHfntu+}H77|^r&0c-5 zk$#od^DrX(I$Ii^LijUe-te)ZYQ_ylFaP0m=)vBt2?D<}&Cr@G%dDN%#8hdd=$4MO zGxrijB8L0#2TW@4HH93@0}fkpXWtJYPCV)@6KqD`PG+MCCBapR)JNjxPzS%JsjT>Z z6R}?;-N+!Qe=1iIOdW?7eUOxo%yV5P5>Wu~M!^Feck1_0Hp2J3#XV{nO{h8MssfNU zFMgGo1ZA{_#$E++)@Cje$6aBfBoDzfG&JdZPPXY%_zHSp z()M7(qzdmKZ-5YYu6nVQWBP zkC%VYA?xVnaZN2!)aOl@lOV~S@VE_ESs2kl=b`5meJfffI-FAKa!;SBH`!EPWB5cz=F36dcQCEt2h;P{W8c-nv{vRQ21AAS zf8A-+GwOUk^;-BTyJC5Y+lSWJ;RP~>KK50y?jWB;jj%vip5P5QBzJs;hS!bM8;Mx5 zV18PA3aRJnIx39$&Id#JJYs+IMDn({E?YV{FhnUy_ zB!~7q#;YPqu1MXc6jbZZV#Q=||38xjj_wLN6xHUiZ{{%4qG#Z(2UB-=Y!W=2^rx>_1-Y3x1<7eeF zer^3TE1CS|SC}0AsT&n%E0khOBw$*+UgXTE*K`q^3c^Nya7#YkmG;2VzYf30*CsjB32| zxX5sZQQ>Lf6MgB3vv^OfV~+CrUtJf(jh&?3>0Cxw{cWGXu`iXV+Z@Pe{`GZ_pYTzt z{5>=9WF^cETo_7H71bkTwU4fjwGkY{&BWC**E}Zu;OVeNY-j&rDLws@e0zExH~R3-ZWWzPDg7%=a~ubo(dILD!08 zBTFA|cFJ&K-`1E|EHXjwST@(3^0mO9p(K6`&U5#i`ZV>o^ajr_RQ{EsG1_8df%oWGePV3 zj|@d^)>pig#C%+$Sldy1XVmk-vokh5|9m!n;sy4JSIUs9Y@NA`&<)8ph-5PvODB7( zGv){5{Y;u}$oQO5!KG5Awc|dBAUNjVsMkM_AXJ~K$UmCm8Ek|Fa7DY{FOQ-F#6Kxt@W#XTt35JPT!gP)cLrhD>Q~7xy-K4)WfFduz!ZwoPRrB zlDZ600J9}iEkqy+%wCapu@@nI#tsLrdlx0njpyk$aV(A9BGt^Q$KYDjvM=Q?)^S!e z)ZvDTnVUWq*!c-Jj7_IW<_VtRc7#ni;FUKCGdq` z{hs!mrvAbAq-mi-35Fm8v&Q&&V&d!Rnpw~u4jEbmSanEpi$;eapKqU^P z&TkX)l(${FjCFYw>rxN*9!W?2aew)I>XnXJL%B7gtDy!{Xf<V?JO{&?RG)i^kf z29Fku$0Lyb?rwJ{Xwv1#KVrc#xu zfNX=&ZMtwUTZ9vb=hXL9vYZ!&aAwk<}sfK+K$ zYoj&CFpJa;>;h`_(EV3(AA76VA&Kt&ZH;yBZ_jM=Zg(woqm@h8rD)y5;CWQCoaR-* z@W>+MnY!wr!MDZ}YdI-9KSgY~{RB__3&igpOo4~wCTT)P17ZQ+u(i$&ogYt8EyvtpeE3vu+QjCO z!K*Os?6Gtz(nLwBAQ;IaY_yRuz%>F9xdwIW4EubkI4hf&necWuM5_MAL^8u2`NsrU z3Cs=6!o1eVx;^Pese?rRE<-m$(Y31AWxjx6zVyszRVTt)Z0NO1MEJ>% zS>u;CpxrWaW+BKMuvKp97pzJ>hegk2IC7BbtGj-w3qNA?0UcNRg75dWn7p)OL8$I6 zHu^>t1^j4YDZ&KgfqSd>v*ad%pgp;{txx7+u8mrITr@igt=wCWLC-bTonKsQ%f;28 zmm?*!QnP*J+s4(!Ty!lt`!k7YbiUq^uD59YxE|?W%du3y?eR1~j&$Wo5hd&IMIggC zw#3cLP5py%elozu229-Dbbn8Yiz}3|VqsxiE34zD-rs@ZgFAYn7hwZ#W%hBd9_{cu zW?`gtsX{-o(ldBUxRciD|Ae1S9#WKT>VUJIx{Y%~tT?&inpPk=ATjOzQl4`^_k+u3 z>g!?y=Wv_BYA|Dg``eN!z?1n~+Bvb3QQj4wWHc8zCBU8~Xk`*zc>gvvU7jYg@`@%t z;CbQHv2_VTJsk)*(&8T6HvsSxe#ocbTqRCyar zRLG9$T!1%0|8nLy(x;9^#F7VEXDT)1^{Yd`td4kUGTy-6W!tIUkLjT>p@;qNC^lFm z#S+>$UZ)&%a>4h)R5mjEJr9dehEUFuciHIqx*d%!d(rkw9ljP1J1hl1p=J>QPfguY zT&x{D_1HmNhMCnBbgRITu<#?*a7fqcy!amQYUWqCzOKv$z*R0i?E#I|JsxcK!dY^V1mco2yE*FSTdu=OPy<<9?N@4cd$Z2NUz6$R-^SEMLiN@$970TB@d zLFv-FNRZwW5fA|ZrT31Y^xg>_=^d07TIe;jgcR13_nq_GbItc#W6XWD5B56aL}4WN z{XGA2UB4^0ZQldEO$tm^rRDAqm7v~-eAoM~23a1X+sUNy=CZ8`BnYL| z`9k)*?NP$h*uZ=C-GXGYueP#+p4{pUnl_}%1P-#D3@N!~O2IWFyNjF2PNN57EkwfY znYiz=pROsgX1}xIa|+7)_}3G9AKPE(bQf{0d%~T2K89)=RL207yX~PJzX!w$W*b!^3_DNT=&eR_pmMu+wUp;>s`)%b$P z=(c`oN^+P%Ul4IWv7#e;jZSv@>6mirrntVxgV!5Zzcxj(cgkZG+d9W`R28us;?bN7 z3OCqhE9tCRi6(fJyv@t=9yzEwnV5VEayT4TE3H@h=CGOb%CO1H+5Kr^J>SviG1gF_ zv_29Zwo>D7O~>&p-~wn(>N7V6BWB^iJ@@&H5q-=Zon0I;s~c+K+bV1Fnd_ z&9m7nsj@z!#%tk~mjd z-IRMmjxrd={vrcP04@{Hf&0=wv7Mz&E>274)r@go#t2r-NYXWw!?YX;`HrdbxR=>c zQ8He7#B{yxI|;89=eJVyCqNXo@w&16Z!A3Qyu z9s^{m+>TJC57uS_1Nyr@pi)`j+2@izb;0n1P;qdYWFaz>_8sm5<$3X6<@sUh_4N^m zR4$=7pWq5QmAc;@5gK(E2Y$x9uk|HG`2D~KS?_m!nnzI%qj8V2@w47jnDBc0F3V>Z zy16C~IUEkzD`kb z)Mq285OJQ{58$58zSv|Xn56yciO<+PyK z$|nA&l-CqjY?oXH2jdr|4Up_kMq#%|pk5H9C(xaFpNxra?xv-qB$KD)p;Goy{QsNK7MboYJ_ zv{I9QS;abd&&k2FN4@AkevJb19ee z22YtP>bjz=CpfU;#HSXF)FDa!*ZUh1pPX5gId}{lmF^%dmevTT+yJL2(^P>Zf`$h% zN2y@XR)1fmB<@|_)qhqm0nIr{b?_7CJQ4HL7u8oWdhD%{(i)=&jA)xIIr?-A8x`gf z=~`7lP~+XRqp`PV;j1aKF*+K9FMf%D;9H{_G(dC2XgI8dk+3x1M9jxgJ0qo~ZgPsh zS)uV?e}4Nw%rk30jbXS5D+r8zo9%Ime@=?+Ao@PQLwhU*uyHEF)dn&~PKW36S(N&9 zW{wWGm63u$K!r_DD#5y51bAB%rYh~vD$d~}J_c1yxm{f)A@PAW&84@1c5rYk#*^ZO zlh#lc&dsi#ta#l3D5v3KPib%+?X&^>(}UU}EhG;|A(w-Rr`7*_?S8n8=rjc<%!^9{@3Nfpm2AEiUC4QIaOwuTDO*0*8 zoxnI|?&z!Q%VxM2LEcjY$pX4mMxisMv2f|21kV}utqMM|Y}^&FVxR2ZjXqu+r}e~^ z_gJ_XPEPmy7-PT&JnZviC$JaR357tf1=*P~PKBIr;+1~e{M6pxsI^bX#=QB|K$xx| zs-D&N_1F4T$NcB}LDgGrX5$D&NT>Fsxh=#tv*X(*&9!e4d(ELX+dLS_9}NSZiOXLT zVAj*MC95G_k`RID1ytoBJZqop^oK+eBwC zp@Y($;Z>#ww)r6g`k+2h! zmvubx$BG-}1`K$WHfR=zXW(%;RnJE=NoGI@TgA~%8NtTFLv{(1m`R)Ox+KZ-^om_N_+a`aX`S>I9-PR#^|>v z@~M3qPIh&7H@Oy8sS#oR3hMfO0sc0<@=OyJ-gb~Ypq5#*4q=qV|ANx>=$0%GBjTpN z9xvPeSzR6_ICD4J{GU^M>k*_OnoSs<$j}zRDx{ zq3F*`c`Q|!+>nPHGgEYjrFPz-=V@-NGYcW{33g1t>!lePcu?6+`Jyy0@Uqy9`u22z znt*~Ojp5#)EM7~asAz-)DMHKGcO4?e@u(0!%nt=tYqIwZOORM{M+pJQT@||Y17Y(k zag*MS-6EaFb}hhGAscZY1P`l;89la5TaSa?JCVtSR=QZIEI&2qAWM(J0Sca0qm7_X zYO_Nm4=|cy&fx}IsGdg3z?<=^UpI=8%;{`f3g4&eRIK6uCDM&4%)mjeM>*C1{!kOxq=XG zV2ejr3`{?hyTtbY>H^frL8VaO)!5T?4EzyUh8MbmEhO(Se4vT$4Y;QYy53Ufk@(uV~TpB<-osp`0g8ONlsI-pB!&C*KzeWcir7w zdjKPAyg(E!BG9emc*|nnyHCEGQvcqgmI=SV#-R6hIdz+vMh|d~ma9+XXM`rAoecJ4 zv}6eH9?rCoFKoYEd5gdGu=)-NZT=p-e*9CsbC*2Av+^^4!+g}GG-6$C<3AvF&dCH5 zpC4=jI3T(0=JH(QQt;JKelJ{?Cq7HSx|=S-@pEk4LeqPoFL;LCULqbc_@dNa#MNva z#2jIC6L8m;e<1-?*;_n+9xGsd{W(JlA{Al!ObYeEVlm0UWI+FmnjkuW&3ZD*%Wn)K zQOTP1q`&W?>QTNisIe(Gm=?yWZL&O^iv!z0a=Z98eGHAs1kVISG$1&@qJBbDWRF+w z=q3w@f&s~YcYW&j)~(|Un>=#%LRCrG#o;@LO)hWuw%m8#N*k!5`L&1n#Jq7vyeapV z0M8+iU{#*0G3y`~Wom+F5Cmn}cNr(047TsSg-nPw-*sf$j9)W{*--BqGyY|2dyOrv|r)NEVbc4H2q$}`+ zuDVZ&4%{?)IoVyX6dEqitPNTj7T@x;!|3J8BqS}2peDohfO_Q_Ru0uheeV2_&WC^( z_{E_B?%N?r(VBN+}_HJaEL9SZLRaW;)0En=Mb zFxI5|5k;B$-4f8hijOg-8I3U~Q3XkdrotURetzmORNw>Quni-p=IURTF0+b+qC+uh zbUepGEqzift?Bg$AH5D|FfZaIo|Esx*w`ywpUU>)2hH}*C1)o$h76nw9yA+MO0eeN z!w1K9-HcGmUsFCPrSL4<42l$ znCUZ^fkz8hSI)w;J}Gsfk?I*2(AJ*~N_WWwTmk`45EI(e;{vtkPEmbB;Dp3jSQ+?B=zQ=WWKvnB*4_rVD`tnAGUlodv=u`YN%Ot<+5PFELnZ#qkjpGj~`vx zLH8}t?65_1QP>C*#s0|y(k}*Ge)k{^antgDf+vzXQ3tLon0ORDIn(29TBfyHC zbAlYD7>l{azWsO7@BpyFV}{K6dntzU(SZ0hzwxk}c^(M;(W?Dr0zo78fDlS|0_bC- zBM~TlE^xya*x@8|6LD|QSu<^vtGx8e>obJ?E9ts4Igc-xK>t&Z44I8fo`$5}TzIld4l1k@!B7Sq^ME?b-TrdTMHV_jgOR56DNJ=r8MLc z`1D1X$=-XpckK$`j2L{#?AdBm!xAm^-uq!l)yd|5$1PEx3T6Z63?4_KrwuJiJ&h)D z>u*YrZ8G5-{w#oXhguWpR7xLS_+_+N@{>)5hJusb%cqcIMW`CXx{D(yUeh#R>(jF* zne^9V=Z9kvY#15{{wTwf5L;O)CJ$sLZGUnA)Vr<(eMlknxY4?oASxz^FaeRNPJBY% zxss6^?qs@=08{}@!gWuIbl@BSOlkeB5Emnlj?q<~p71J9*axTx%aL;D8{fNg{sdI2 z{2`dzx}(_OeD_K2y#KJGdGFtN6Hd4Re~l0Af--i0JU?oCx-^4X#Nx@kHi5L?*cM14 z9r6>6!$UC*taxz@Y8Q!(Tj4IP6x zM_c7RNWOpjizGaL>&TZ4LjrD#fq8(2P_Rjd)TV>ki(P2Oac@S0LWflTkHD2*Q729^ zYc)=9=+={N8)ltHciCOJ!qqaiYN_I16eRfd>xMnI0#oWp4p@RSx? z#tu3`##sQN_1-XkXLxS8D?H_9aHlX3vAeSEc7dnos?Vhj&>gJRxVfvq*tcifhukm4 zZyNE@R=lT$5wtjE`zWx zNZ+(gk_hi~0wBKx)pcYI--|F*!kS88IpysWHJnD=46e~zBXvGTAL#V&y9j_d#^(7tkQq4 zWB|EG379Nr+?uG3QsVQOZkL!dVxDTWw|v^DsXLceJIzX;w>7)x2^7_$=-+Ddc%BRD zi(hM$g~qUeUfq0s-)!t$gLRBAwxRTO(X-n698mMj?t@)f@a8_7b3dbu4(D&P+GY}p zv%cY7BZ|aMFA9{6RN&u-0AGz&%zSq5*7dqB{0WVybVy!eJ0su;RxU~_W&7Eb^6Ops~94C*;HUfq%2*=_%vn;NVKIFlox_WOz>P{d(fe@DE3k-JQ!3brO;84>*ah zXviEsk?=XT>)Bb~E@>?BiHZpawfr`Uo&$KEEF~H4QwCr!YrZL5WFSuP(ztUZ8 zWLWZ(SIShseoX#6WqM&_v1=f#-F2=tU@wORpjj01D!sUT-lYPWZkzui!B8Jc-#>n~ zFV@9kV4zqF_~8NL9C))Zs=odVTgWVC-5|a3MSgn`hD&rA;KCp0VW8U8_vTw1)etj} zCF)&DO~^(d9A_s>B~aHIh)mR8PBtu_}e{l9K^bF@7#*=%h!Rk^>@4oMvdH30-dw0(Rqu|iq92^QzO7D{} z!!ZkI4IGh=+5zsZ!(P5T&YtIt@y+`HC+4!B_tfJP)T04np=_<}GasQ%Lldd6DhJds z;8>jPb@{Hwue$*FA4+|ff+OSmR1cpu04g?y!P+K3(bJehx1a0ay>way;SN<8s~&;y zM`a+G$)0h8%n(;!UFG7!Rj59zx3HfLq?Y?_ZlJ>Eh)h3g>S;y;Zq~ydwpulXo@@ji zLeQ}vfIvlWUI5CHyH2~$VHX5JP}=);(uL&{!dv3t4J+*4VIUhu!$$Sy#Q_fpvdXo) z_9H)i3t%y?%?``sSL8inxL+Xq?~I!~d}X*Kdqu9QQD1(1ol`Xjejz{w%tZ>AAH0nn zmOj_sV#M+LKY6`D$WWnnDpr;2!5D8zp0pQ9styCB`ew$7qXOtLLVzQUOBvgd(S*{H zNUSOY>?`$@%n$2$GW^C^AgCq0Q2^xYqlZR7Ed5eKBc;{{?P15>IWDz$xBGg+tkNDu z`zuLaqRz`tYOVVj&Kludu!OZkhlk9;pntrgUP1{@xeVu!8+hP>y1>u5bMJXKwcjGq z9_RuIVyW!D8Be#uk%2IF0-|i75eg#!$S5Wfv9Er)&+Ja$6=F^;Gj>$SSfFghyT!m; z=UC-y*7v97@P|=)praJ)A1}i)c^^m;+$cSAry^_*rlF&n!tP>I!6BM=MC%=pjhje|py@3K>f zZU2zHHQeupb9d;D#ObB!sZ#$ROD%yt^@fw-mP1mVCoE$o8iLWxaFZ2Xnd9gSNvkbZ z@CGow?LU73)NE<}C18`rHo->U^~Li{CGLhLOoV6nzW0!$>Ac*HP!dbc-_ylVhd84X zJLKb{V1w;%0W|{U=P3woA5aVQHW7-OVojOE;^M^gV)6yxngC-Iyib|JF$%tqjje@~ z1MG{`ZwNFp)m_ZOa7Gs?q2yJ{4-5LcRwAW`_-S$+uT0D1HZ^T)Na{%AzPbg~I0T{7 z_Wkn5OqfHpsN_unVYXXM3+J#7bnxEr6!dJ$VlZrK1de3;#d)X4C-)Ck@=(O zF}W$~BQza)7Yi8n{b5@A$!5l95l(&`kaNqM7szE#V1cG{G*P)(Er0Mmo+5^x=CDL`&g_+F1ZzFZG1oWk5sGv^3znfKpRGu@)I zB=%q$vHa6O@O)E0#dVnii+=)S!YF>ta_vDN5n%fGaF8_Y*G>J*k5G|b9BW=ov}wkc zO3b^()LyLzG-u67qP)&C*oFW8o@)jsmCdV6VHhyLNiUl^DIE5*7YrVEZyf`Ms53Ea zj`;;993+kJrrOwt_?`2C*Rs3zpo890Te%%*(#8na9DcIZO?n57)AKj=_LbpAAs$|t z$dw}1-M+Fv*Aie6n3$8sVmN!odflx@F4?o&zs?%0OJ#ST?m)geY|mJv50-rE%zdL=1F6$ir(|bKzV04B?h774MkBpK`gevy+j-TP^sNnAUzQ_8 z|5Qc>$Zg3I1wWg(@}*1*Qjy9Ewj(K6*MC@M3kNL8yBOHhj;?zlKEurb!o-WecmwHg zdT~D8ynIEuolvV|q&hPX0VnpIlkSZ5YLYb8XZ0_|S-f{|JGNaWxwANqt}gW-1WX{q zMx8m&ekv=@_Kx_GJMIgXSUXcudg^W4Dq@OXLI_^8+6s$`5rC3p3_IiT4Y)UY&TLpx zbSKuGLNK3!wU2EzFJXo!_qV$=QX`=KvNEH9*6HscGS?1~SOANr1+(9O$tqIMud0Y6 zk6<%z0t(GN;1yDXnW}9;(7(MnpuSk-(fjJL;H$2cMwg*muRDD98300ITCNp7O(~k* zajP67?bAG0(^bucWM2;_-*4mPPipGvlqsV8QyJ~Ry9{nD_Fw)(K*+FJTTsT_*;sdU zF`pX-8oVCU>_Cy-|A*JTIwkfp)ZyQ}Kxmuw+h|1?~W zh>;%eCH1}?e4W&FiHw@glY%wt(Q05u(j2$IkKl@%!Cizm;yJG6(S`iQ`b8a(^P5z; zb(j^x`g8Bk31Doi&u*Goic4Kv1jIn@6ztj9Cy(&`Fl@NIZ6>#nemZWINB&T(+R@v@ z2Az`W#ZFO)GP^-A4^_^lMN&Kw`PB(u>!Zo5?gP>nn-QBke|FU>+ey`4hg;6UU(C+L zdCeNv#I4y)*pF&;SQ8!gq4%tln4MjU@8U(wczrTDqUFL5Qz4-p*lr zrN+r&-Mv#;&ns^gpa5#u*Km1(ei|;17kYBd_2DyqW%lMb^qtp&JGSY$XKQuiKk_eF zRYkBapHmhJ*fu(=>7Ya50?(gzxb(>xU(~L|vg()z&{}j)SUyFq71$ z3zWY=56?rfJy4X9fNlR{j+2}G_v3L&FPUtluYy-xE+% zHPQnL@kTSuEEv7%U%qo2thsIb#d1cZ3QmSlc@%qXOR&B3DnB#6T^blk=^Q7C z4haf*BPQA_@}!G}{cGuLCE3Is4G09L~lmDz;qe2W5T)**+nrp#fG)2k^x zUBBNzc1@0EIZjJU$erZJx^Iwy|5Lc>ih7^VMK~tql=&JrVj}*tN_ps*kPxpUKp51Q zeFb@GR+0L4f^0NB2f|_Br|H`B>HQ_o(z47A3@P(#ZlfNM`C{r>Tw}2&eVu8@9pG z8*jF^bFw8)#2ya@FvlM#XTxa#eP~mlCw_^I_Q__?yJ`x$32tT7AF+P}7(7Rm&WD_v$t=@!SnM#sM1}zK2&4eZX9W8OnNLOQz5`^g%#vUHRI!b}W~G z9x&9VXYcJ=@C z!Ugx~i>rgFugYDlhGawoxug^G!&d3puVo3gV@D|o#k=plkCG`%pw{pa8?uwuEybJ_ zg*5AfdEyjO=u&$yq)hAw-h~ZeGa);z{*DwTt_E_o?P)q~okOsMf9EJQZUoAUxqP`3 zKBw}J%Cb}J`s;378DUj1z`Ci4)PDc4P+&;8eODEy4hWx4jg(P{VEeOv0lhWbKPs41=SVX%*0+NXBvp zUKXX`<0<|@z$Se#3pSHYI|eJtgv!tQC1%EcH_qM-C4X*6i|u$mk?1@>Wb^6%(2eg@Lg;)-0s3U8ejovV8u?=}-_ zc8$V9LglT)c3tBUJnrI#o)vQp^*xKGW0zdrUdrvU^)Gzy1t{;>VsW)nl*!FqTW&FfIsR$=?+1~i*41bhcgFMd4%dk2|A0R}KTW6A5lG6e z`{q4PFL&Y>CF~%lD`w9n!j;*@Cs_Jxx~fiP*77KSw5JJ`gb>`jG3IDr>tJuM`J9}V zr?^15cA?Od(VqG2 z6Z5{NpCk`b-_2Kb^FJ={PIVoZXrd8!(CSy2iUyk^zNI zvXG59rbrvw>N?q^zB8Hzvy4IKgloMOq~R3nB>*3h;h}C?)rltfyU&UJ?553x203D@ zi$=4|<-RZVh}ZEL@qH~RZUbktrLW>G2zBh^OT zI%nw|T#Jl5pz%vqPFg{@_TRu7{zmyz7%&&ZxnmL-VTQB4xqke>>*0=4q`@X&H`d&; zt*9g1b9C^ko?U%K3&hSkJA!md+n`-qSsSh9!#&Ir!~Ify2QcQRo!i&3kH)d11}o~c zHpyU3DCG`PNzK3Ml9Z%9b7k1?d{O$^)jGN9`!{!tBh36WxCa+4rl1V@UZ(BtTU72t z@!}6_i(TG5#lEy#-@Pp5bG)%7m!fP?u023dlSMDcq8>iic5@k=>Atu0AP^|FdW-)7 zIC;Es{TTe_C7C^P~ zVj9l&6Grev<_y1PqmnTveH35$WoS7PBu0Ni#xHm(iWn9k&OS5R#C{2-^>fpGH}~TM zvvej5Gj-V0fR77E zH_@nS!iLur$n@66##_Fx)RjcUz9KMa*Ds>Cyhq)h%oYIhZ`NTWaDCVQdiM!uy!Rph zjK&(m=-a7WdORTJ+T^7noB-rsCje!Qh?yrB)T@DUsYxb({Vq`6Oqs6nP3`56g41atTq5zA`aqaC^XUW>i<+?BnBG(d(w8sJNRvGql`>HaK_XdQD~( z>GmgKsH@k;`m6a~eSaOJxG(~F3bXww;i{3`2I6_%Ao!1w#t7$?-tRgu!qhdXPciU| z77UO`yVrt@E3G48^=fTC-zr=XMQ-Foof2Ikth`lP(^UtOdkm3NMzaaBvWK0txS~zM zmSxYu6k|y8df;~pp{s-1mtLHM z&Jv*LguTiPTv5j3*49nmg(FtB0f3ZZB>qUnOTaQD8p#Ml1;dS)

          Fv<1;y%jOa) z+v+GF(FSs%AmGImI}dmd=k4>;)^Z@g+J;d>anwT;1XrBJwBH=`W*46`F3up`tyM%L ztdveX?CP`cWB^Nm$QC>h(|fF@%>9D1z~_ymx#>Ypq*Nd1+Msqf#ref?zP!85Vc0C7 zBft~j_K{NbI`3y>BMDn1OVF$3Ph5=sz1%OddHVqTe-n8#VHB!WuBzv|Tb+RU-6OYF zTJGfY`f>u{0HYrp9-E56IqaPHh~5?65Of-R+T|;@KXH7m$m2srM4s`AB3n3fO;YQ5 z5~-B>PL6uzayx)?JY;bIQo11zXp0yPtj*>d-1i10;5%hI%?3}5yzcDYR;xU+{p*4x z!HgwEB|pG?$b8*Ycw7zii`L#_4|^IdqhzOQ{q_B4Ji}fL2?N+Pn*;LDgt>q1V*mAn zcsc=SW;GNd|NPhA;KtxK#-O}p6iS7O$?Slb{}b%I5Qdyag?yy7zD7n9zw*T}r5Uvx z4jK6nKooR2lMR0mf=`9&n`A#W7mkx}Z(RDs+(c8k#p`0>`$ky^ZM$;@!_C6b1~a_s z_(f`bt0@FvTh0SGvbnajdY&emXA7)pN4muxA-Z(w*rYPpI&9FtcOGW9{&;ev&x}db zWAT!wuC>!h!GLjj1^2ZL-~#N-oLB8fghFv7I`PA^jsBtYr_nDBu6mr%oOMR%)!8%p z&+mG7qUH2Y@u{vy5zyU6 zFTiWQof-JejPq42(6+1DRNNj6?iD5?p*lYK-0MA|$<1tGz-0WK9)TdFD{S9ZLnA}J zPLED%W4rp~7YbF${VVzK2990vR_jvxty)Vh#w#*EFAW}*+F`SoYLJrerUBrR-p|nP z7@6BZVw9dw@^TCYfcr*gEYi96dz+-~{J<{XIsPZJls)5dX`lMqnq59}Wh%#5*se$0 zkb?Liz%={~uun8`M&^P1d$T@Ry%cqj=U}dD)6Ny>C9f=czqL8s*%mnWHB8h6z4l_E zukuS7Rr6vvxLqM%ui0lKKf`T10cL_TKDIhYY<^?yFI)@W#CEDgp*!~LZ?1R>4SG!1 z&eDGmjpSz}`L85Nmj6PMOj8>SMveP!Tw3=zLxv3$K>xv!tiQXJJMR5ANphp)p1xtF zdg_ZrUXFQG?*|dG#HXsdQeia?`u7O4WBw>$_b`RvoXANN$Z0O+GPe#g5|`g4lJX%oAg9~CU5+ncLG!*wnUS0onrAk#YbXm+k-dis_ z=3$v7#DbotnxcH$SaL1+4?T?eWQTcsDuH!^d3bJfs-?MX%SkUb!>eL%_nHnYT7v<* z=TmEC)#whSJxiZ~UbysE3l=goIHpYJ&QrCt{3lg%-U-fdJa_s4eb|vBgUI)+B0^e;Xp2K66&%(Qucnxi_jt&OK4`gv$!fNq3CFu=%X^qKb6X(rj}pZhm? zH_I8if6A+s+1SWy8t5(pkB&Z)860z@xR_7fB$fN=Za&TzkSPsYjmYU zUeM)dr%OHuZ6vs8_eR~VxS8~)X0tUcg#8J4d)C3%a4a_c%GHSy`VW(r^82EQAMX(> zWDZzF8OLU%R!;C^qAv)med6*`C%QkduX%wnbUi1O_0|48+Dr}?z{FHSJR9IEA$_6X zKNVddd$l{+n9hgdqGam-PVU@tvs{OnF z?w?S^$5)e|06PTk0KKyRe$f99U`GUj(&+acsr5hm1(~XZUY5q|8vj2^+<*HEUJ?*z z{kHen{)bS?|NH0v`y7S8zv}<{>HoVU|F2K%|2K!Hk@#Oo%IRnCBs3BK6-fzBk2aP* z_xIRc-Iw|yzf;yhLpxij2RZ{ld7cdt;JHVhKp;W`@aSp;n)9L#oL0`$dVrW#>*I(y z-6g2;it*sd7$qvnPC#`uIG83qt#Y^+NbQk(0py`>->{y$d$`SV$32kk@OVnPkARw+ z1*9#;@D~61nQDjm-CDTGKD#suzH#hvy-68L!6r8cWTtt8N3)gp0!UbS@AMN#b;*~{JT#ZN{4mHR_=Ys@r);_X+G;@4DEvd1ssr(chC z3U%v)$r;zQc{$*x3%*VgUI&YB^#Ng?CjlgK;@Paxu;Tex*W3I{%)Z(=H8QfiTGWal zA1u@>-CLZ*WA^uFW@fOpLhvT7tSChwYocodkvvp6X4I)P_Sj$-Q1}_uyX5&IdwIfT z_U1peXntzorwIUJZN~|P+cfPK2^!PQ?Bs_0`2PSZC-|;3yd(pj-fC_7@|py(6sE1e zald7@8DQ(5gniELdwP3Y{2H%F{$|kzfCPJq8<-mZZi#NRV=|zh+^+Y++N?Tf9e}?62oeg5HyHXVHf3 z4yR()M-Fa26*JX_=kV-9r!M5!&yyzJ*#eC2>YWJFU+B&Jj6L{#V%aUd4<;_XT#z>% zSo5-@%s?s^0BV(H>~i7-6&bGF`c`j$V(EGRY`$40!Punlv~;rnXIE)lUqA%NaPCp| zJM--OWTTvX9B=@Q{dwywCb%uPjv$Exn5ct7aS+bE`CV!D;wH1zwp8{ZId}oa@qc@jl7% zclg9OX_U1elePDgbv?CdU3UL4rZ8vdmjicH4m6bfUzEx{7-TvF=-5we-?&}}D3$Ms zuMkxZ{4CHxu_ubzYUKB<^l9F?!5yC=E~<(IXr!2a0yNP00*{MHt(ti7>XJM_vlXN- z^-=ylx|v5bS7jeV&;@VD<*GxO(-sDP9e+&$qD@cJE%8eP$DS(GADn2^pa95V zbK`mAw^a~Zz{6Sh{&+zaxr*#PrFrFy@}ml*VD6jhw=K8GS&m2n3Q~F^%wTgcpNnxm z&D5k(x9Vb-lq;KO>S!+=WSi!$yCp42)J@TCdCLdj(KiBdxpf3fBqfW~#9=C>OFRxw zW1XxQl?^sJd4p(imVEUWhqn9MhQZzPw+ld!$`((eWu_u?XD5(^xXc(zDkugAFi50u zVvD5Spi}dXPv|^7=4J~c3q>Q;y%_74pTBtmSlA4C(Lcn63V1~U@A2pm_?L_pAVe}$ z<0ZRg8Li$|ZYglPvThJ(r2dbgblF*cq}FlDf5B90Vn;pA*n=-qJIezospfA)F}WsQ zOTknN1IZ8i8<*w*nI4s0!yq-mz*cCdeoMb6`SOyo|4fxVq=qDdGvWYHlNdf)10Hch z{*fBrPKx{K;&ZcNR08^=#q7gqZN4OS88nq|KKBCxdN+uv?rbD5K6|zC>3mq=emwai zN7yYO=$G@;_k^c$sDrkyOZ%w975_Ui@s!s|r^mj=o3sPTezsj>BbEk)Uh>d0 zr3(q~1NIx%dX;u#qGN(K^dW5?b zG&pvAGH0os&mk%Uafeu@FWP3ZAvICgZk-l~x%E+=^jfiAg(sAW2Q#t^a3~#yd9z60 zolnM6J!WO69S;3%-6mP4;=AZXOpA7#VII5w6I4gtj%wSp%cAI-V{O^C)cIfmraw~U zr3NYbx7{g^yz;u1jjRvUPcxyZC_+y05&~o?ulGz$`3&uzsP_rB7kttHLOot`aSixd z4l(c39JqygQ}Zk}UUoj%(>I>~7*qSEhwZY~hi*2@6}kgOFi+7NtB=`NjbuK22r`Lx!kRcrW{10dB{e zlbe=NSCoOup~;;3-aK~Mnk0;N^(G51@r@hYYGwDrMW$a&3kB&xL_R3m2kMj+#VW9t zp&!!4d)2q9aIRL+nmo^0N2R{U&wa3e~u)%8ssRckl~s1$xF z+^0g_mF0b&B%JA*e8)!K2O+WJ=8jf)$je?XMM2xF-pb&O0ZPkPk(3`pQ?)F$7hG{;ty_EX!Nt+)#j5iVWO_9;jT=kLBn zZsnXK+}{xa(@WHVpbaKC_RdD)g)b8na!0!b90@tDsS2{Kop;WqkDJ*Kl%Vg}NVGCW zP11xc7d=Q;?&(q}^>%EQT{1a|+NWj`W-pVU{Gr#d8$DjlRzKw8TLmYV>QSMCK2x~7 zrQC3sIxLnx-|Zl zzNwk6w)OSR2^*)-2HaPTW>IgrGOK(4U?lKeG$0saOH}3DFhr{g`KFcY4>sP^8gES` zWLBYCG-Myo&G?zRu1y!3j&D-C9fiwCkGnf0e9l*DIC);1=9=7abmey=OL&ur>dyB| zUD;xOj0f$?2kW61nP<^kO)z$rG>_cb(tr%1%}6Jy-Dr%6#;lXy$|HzM43_u=ni>iA zpXvo2O-OF_<&Q(YrEB;r$k;-f&na0T+=zgxj@+_th4|jka6OofHnkh(ZhYJ7XHWij z9M&29T}M&~8&T@z*wFQTGp05xQOHI-^U+$)k@ThCip1-0sCrc3kuA({3U1_PjYQgc zd$(lM4IiMK{kHEtu+;thWqJU1tx-fTs9tY?66qOZk2jxzBiU-3F->e`yHOf~R1KCjRsjSu!p%fm4 zKT=AJiDB553p~bcQb+FxsbGqb?e^x7Nh!0plmQIRu81Ped~U5(FO3d~uzn_ZDTgKo^Q=b$U}+XQE>c}_yfj^K(fUgj zf~J%tj*Pc>nn|~U9p{nIWDO<2HE5u%Me{(er|zXOwJqr_N@vFd#Z z;|GPH286@R!dH)%@?dS&hF!+Za|Gj=`{#bajpiq{7c1g{$SkAMR?T&PiFg(+`awFQCo80j4{T8ZlbgvF(|0+ z={N3}&~UQwf&o^RiQNJ&`H6u93?e$azu9LC?JmXL11{DQcI%i~3aj6eiCpwDXYIH{ zaw{PdBDmx8l0`<}yZzIR0k!-&w{?X?o`beCPKJ+}|BJG>j*9YczeZI$2PBnJkZu&| z7Lgu$Xb_Rop&JGz1q1|!?gl{`hwetYJBRKb%5(F5-rtFJp67Yb`NPFpu0_m!e`4=z z?`vNrfet|GMuJlpsC|-EV7*Tcaq!^Jq{%{OsENVD8cC*OUWumjTz%s&WD%T~OkD=F zoqT_mkCHj_EF9K4_)AyL=qcOp6_G|<@I36DKvV6WUzjMcHC7oLaU*i(yq-)nD{Jq2 zJW0y9;kAeecp&Wz`g-N8x@KnlUa7kE1uZ(eutA#xdLe;bxG{&n%2Tx9+n_iaf!1_A zL*EX3Y&yn5?O!4B-ECSlu2<);c(C7_tf$=?6>XIMeza9hc&OlK-m&&bSd_@9_!8-# z_OhQ_0!y65;xMp0$$VTn4z)xHH-->rKux9pjwo_#ZK%jnT}tYH7tJg>^z|3+y4%{D zNch&rZ7b-S6~nH>Ry3u>8a`!A?oUC&yevKkYMu$6FFM|4w=ihB2}~*GlE6>2G=n%_ zT|C$QpDcjx*!mw-3WiE^d}Vx2K$(O3jn}{hy+Bd)GlN6>2#Qy~{l7-d^lSZwiVJ?O z$2NUWha|ik=${gz4Tm93XT*Jv`*5FMD||4jH1#nJmJ^XSa@V4qk*6eWkJv$f%l|hOYTPqCLb%79Us2aLJ5#$a)$9kLG-?u*Fs zcX;29BpWR?IfwlH@`y`@3mn@7ibu(}AgL4vg5!ncWHjk7h-y0Kr}P^;>IgfTS4 zMnh|>^+xhyI;@{HNXI8V$yh}o-%xmzpqB8bPVSzlrO|`MAC_2`gl9=qEmLT&(eYSP zUN`A>%@^D=VbLo`cbTK%zE}Kt$wrg4t4YwhH7DO~v93`uOk~`(;QmQ-+#rg!)oG`~ z3f3|k0l|#Lu}38z)QBC7!}jcNxA8WBM|HT`wS^gj)rGf1c`n#pjecg6d-g1!?k5+m zrH<&q&Kgn&T6^;B4@t<|KS;?8tX3DJc>RwfG!npvL|u7fl^#cMs+aLlI>Mhp>{oOl zhki~-jmXbFMtjPLMoG;5>-0D1%le%qbDG&-B>s^33i=og4|8RFYBxxxvNvw?2CW3_r#Cqe5>CAvpfHU%P4;Ov}8FaX2aRCI#q*yS&C23TJjqv0*t zaQjrMaXk2jLE$yE$~dpG`Em(5B`=IxvN&A%M)7f13_pNCJJb89gQ7T^0ETQa&!443 zA4lULZD#vy)Is2mnuBIMjc{q78e1E#Y?OT6bl365CHm@dJE9mKRN*5xd#snUt#j}M zv~d|m7I|~zCy0T8(L0hd-^_r&-y~&eTc!>c;rpc{bpug}hWVuxY-JhObf~Mg{V>i; zd*g$zlMC|)ePo$Q@ZF|c*{XD$KMET~URJNmvo?0gr8v!Z3RJ39#~`8!VQyTp$7hAy zE>CU-lxL~jP-m;(ZHKNg`?6q~ z2~+|H<;=^&DPTcsv;FjhYbq1_0QY>aJ9+En+k9i-1_9U*6C}aVW!hYU9tx@ch`@$K zJ`~8_#CAtY`3BQ55;BpdJ2^7oI~~2yuB@&>NYygY2=H_TJvP{obpJ-jAc;cc7lbQ;-@3=C zC{LY&Zs5$q(qx)f*cTD=!lffuANIo)@s&i-F$p1&=Z6dN-sT%$O{DJn%UxDU@Ddeo(?*!w=sBhl>|clZV(Bp+Dh0W|t51yeVdO6cvMt-l-WXp< zSDSEE_@f?F>T)YKNxqh&!dRT`#{^Y`AQU1u@6u!5yyY=Y(RkqcssIb-rF4)0PkPy8 zuu(s9x&u-=-cdpb3sw|Kt>Ui$uxx$DrCs2~4Dm?&Yu5D2%2&?q{ygX5en^}~f++_~ z+5(7tC`L;BO&9&s)FEwEqn!2nq z4$pFQ`VA~yD~l3 z{JQY`h0+jtG){y@&2;Wv@vCx_T|AQ=Cy4WErrRGHMu;0(!0%)KM$C$J;_wDQ^$q*&p z=}jkp)L>Nm?4>Zc+Hjl^|51ASSIHncH>no%$t);3ipR2=cz+t__%JmGyl(3Iv=>}N zYDz&`wkD9z;XGn45v!3JvM`@&>&$(L@w2r>Re(aS`L zui0KByfSy^NmH<8>VgB3Z{`dPcGlZCy?4nTV&u;&gso!4$Z_oXxqH$at>EWy%mwm& zgp&6kS;`sl*$X0gulq7)L)p7P!ky~IzE^SSuk0lzu2%TDzF3I%wQ(C}|56k%|LNz4ED4}zJwdt!Pm&iS zP=uzy9@81*LNLZ9=3R37YvlWTJ}H~dxr`j(aBn)d)F9oXDMl#+iCeaj%a#k{><-aVeLWF)$>5#fbGE;mn| z{OXs*a8H=x1v~x4dgEi#{(wwfRHd!$7;9d;+996UG#I>Rg?PduR0QIvE0!-`*jKm3QDx0?c*s} z!J;N2%kCsB=S!&ut~W!R0xE2qA`jfVrXGf>a=Z^R01vDf4ntYe+3E5^&A^_c1>8lO zZP#J*PbnvN-P=-g_l4}fJ|g|xBh)D5-fVcEy(tI8BRDUpyF0C;MG|$I{{acD)-*)y zoJS9-nS|r6X7iQn4#dnR7B3W_)P_6?#7oI5d6en`Fdns>Q?}-eEY-E(;1Hi6hR-yigAO1z%mhiDPqr zuJ0o1TNe!+4sVX;U7`@N5Qa=+`RY?JT^r$3cLI>w6fltrY*H$EA5l>xZv|-4F4;sC zYY=WYdv-k{P>K?|=1uV!^xE5_Hodg8qp~#mFBt!gB*4dLETiQLqPc+*a~6 z2QCoC2^*)m@H_6kQ0@&&J1WehmfN7zgdS}&Ki2`@j(*;#U8OQ>L3Pxzi?^#SoCiFs z-QwdqcjZFhNQCEIFZ4KE#gxbcl+Xhh=z$OzJzl!GqESBH>B72jT2zdWfd1_|Y6!1A z>)mm;sFttUTFTRhGHnT)pVtv?gKkpKYBvP#wtp**Uac_V1?^1u&3G7_82}J^Ky^q> zpea{yCw%mu`p|Vh-qJO#dPLQSB)q!sy?yqAinZR_U`Q)m5E=2xhR4tU7f~f;<*<>bf#xixmz-7hd}B! z_;%Oate1J$p2z5{xrC0dzv3kU+o;mb^6>Crpsxza*VF1~74|jP`!uf*) zuX2|wF2x>|xS=40M)tajFgXF?v47dr)(27wwKYsSBuE1(O_nhUNK(LKQ{DqX&+AgK#3v40RuS|V zu(4(6GB6>Hae<-oc39rF5mUA3lhj7|!zb+XJd!7PU*{X3Q>bxe3cl?%3eOyq$8>)D z`eYffWsIju;bw!;ZbX>s*`YCt`BRTgTSnNEg&$#h@@Q@`SljF)Z=Mk(laWz zj9cGiPohn@+|-_5nN-r+RXg{Q7pSXrmiVMIl%40H&zO}-K*S>#v0!m3;JaEvL`*jF zmT*=mT)d^kt8FiK4xD$yR(-P;tBFdEu@!)l%W%s+Bmu=B!tL3Z z+V|-Eths@Cqh#LwHU+xX#>F5luy?^b{!58n5AzXQbVVKF)juzRUX0dyb+SFe)z?>y z*Wz)tM^3%{*{O+Rh3O8VIucJb|2oaq>|d^H|L&&h6up@!F)qp6%nb#7-t`O#7N`%+ z;IeBnS5>5th&~=K;O3A4qXOp_ernKiRGe5w8E;e!*vwx%hN%D*p-UsVc@N}S{mZ%R zIj6%>PJw8r6uxUitTQaPiELvTuO@o{(I-w&Wbeq;o~8d@m~^`4ZxWq3*jg9(l&p&h zuz_mRD#z6C>!(Kx=)UTsFwi0|*iAa2XMfe*KJ&KjIWPt>ckkPYdP>&*W$rAOZfyEd z*lK|D*xuiN*eXzvVmBtDyY^1GdOu>jd03HW>p@%jr8&ZQYSrZPI9ija@PU+jg!|L_ zw)bW1R~!&AVG7$Mxc-nRcHb9QTNZ}02NXtuKVFk(l}c;;>;9O8y`ge~VVNxWQ)H*( z54)O)<9z@!RAL5GQx|KX-l&yO?#=DO677?w_|Z;;g{Ms;r8AwkWRbtD=;8bIk8jpG z9q(>Xk$btj7tYtu=Yd*Pw4Fu7721J#oH4BCslHkh&th=xEzq*d%4^0d&~zd1x!}Ay zoo1gZg9>)Rp}}1DbQ{1r0#keqN=e6RPENh0X@eOLkld>vOeRlESI7!qNrK6J-C_c2 zd2U9%g<5b)Y3&4Ys$VSeB+p{ew@YmVeI>zta2Nl@fxwTUwJhpUbPXlTA(|9zQ?Maf z!Bd~x>kA#fE8&O+xdeVp{GzJ|o#*51Kd8u~l%_}?;^MQ2=^o+WiQ&IE2j!KX6ebm` zz@7{AVx9HwPf{0Cmkx6Df+*YHyLSt^1K8(F91V-lp$tmK{?A!2$^h&=-oxz%6pL`0 zfCL;8rq!dz4<_lA@)?xCxh6ybeEwwg)j{X0A8V-n`v9M8*5z~M1-XZGg}c84M#uZH zj39@;0}5E8peN7LZUa;iqDr%JV3?2uWcs^2#Sbc|>2C%V61mf!X7XF6i_uMnJzVgq zpBEiUD$Vr3M(JJ-6tP7(&fftw(W%ixDvA{?+INfGhVwTL;yk8-;?Z6Fm5kNtrX#;D zsOfINs@26N`0ZWaqrq~`RNSkuRT%iz3=sMLDW#6?2|&bC7)Vo_{c!N|tNR@(!-bEW z`jio=i4(v!db!8Ehq@2}{k&H&EWB1dTIIR}Ycbi~ymmo!;s&~#zd5VW9 zRiL>!g!=VhGu?|BIzYkpO6tDQ8eg)gmM41Y?&)q9e`}d&d|d(Es6Al3DT4l`fP>~e zI_}TwzJ7Fx6o*k|fp@TtTL6z$8l(9%9qIhDtt=XoCu`3h;112W8ISHwCZmpPC;Dxt z1S>?P&O%nVemjO6&ohuKw7e%cVRumlX2=G*bd#Q6hgyl?Zcjo6(*L!ogc|NQ)fTPa zaUmdNPFRfIU?OGiFC#BwMC0Z;Rqc)7?R`b{-2LITDCMGnP@oXugtiz@4>vrVg`ysj z*(62dJLkg3iAV=1a(`&4+JIY7r&qvyPT~ILLzpnK^DH>RjS%Gw!;(aW{_029c%;Rja-hd#h0fXHiEG(AX}GjvDBSeKus{k_RkaU#RQmHeU6 zQurw1PD(d~Ok?wtGfUA8W)77i%y}(Bj(TY~s7xghpcLPo_R13u{i5)pqC71tvPIec zKrWweRDh1q_0eb#mQg$J(RVE)yT8lXkX|&=R%<#H_xfU+3L2^4b)7pSKF@$4L*x1p z`#?bb-gs#=S*1&B#8(sGS;aW-0isxCDJjs%`-!8?4Lh$i4fqn#1elQ~X{j$xcy_eF zO~e;}++L*XLvP%`Vo0|mVQoa(_niCs{#Zi#kun8Uv{MTSkk&aCzzDd{PNXg|VoI#M zhx^%A0;U%P=eJ|!L{ADwFP_txUijpmg_NBNU&ZJbT>|XFxYnp#xXo+}lq}j>O=unW zP6k*2y;=Go>uYc2Jmb-x3Mj0tSt!L^%9cgWHGu9Xdq zM7$I;kltgZJ(wv%ehyt)l0%XtpC{Z|Z3?L?dJ-Jxjjxa!@`5IZ8ZH6FeO7YgA7k9) zWY%92_veUkvSnH|5OShF4_sLZhoc3d!uH90mxenm5=Zqa;-zd0q3=0Chj@kFZawSx zCH*dI7kry=jSb=5tITMomCZ2g)ehX>eV&h}&qz*dNCsG;bry{ySu?ii)jVGb8- z9H>!A*gWJ7BN^jr8C3iY*-3+nYYz^0xDFV8rl20b!Me__N?GvXm~ly zz47ufomL8mttL^?rMPUJQ@6hV9A|Wsyj%;^tLH0DocnBxP(#4A2Xh`+9k)gAL1(u< z?|z(nOtQ6Yl23wF|5G2-yz0g@e}qQ46)PX_me`#aT@3Zc(KzaHXo-T8#Zi;*s3AC< zPVj{0uH*$!PM!Uwef`SeZb2<1v_;T>ZLWK^UuVu7Rrl;moOfNQP8>^@=8v_Dc(wuI zxCFDDI~sOWz9U(;%+ed~2)FJaF-~`LD>XGWxZ(>?{)?#xU)|tIQpb<060r{#IP7RT zN$lePOe742Gj6T^YTR6>xW4sQ?vnnS7iv5;MPqxjqW0ICq%CoO()wjdm$XQU^37wR zJ+mCci5Raj?WTubhhdKge-%BhNe%tvD>;STT#;Vv+EO}74qL~bLiD`!(Mx@Yj^2&| zrHA`=Kf}g;{g*E4M^h(co@OS0i6mM-U}}GP@4R)4?7PkE6_b*rdN_ZT*I!D` zkQtWF$!|F%soZR;RleW5rbntDH6bZ^B|-2*`kMpC8P@aWNFt8#0GKkuNM1zs8ymAU zH5xWG-fbr@7(WU_N|J~O9sR3t;1?Fj9mv<<>i_l2|G#}%3X}9c(07o#{}~Ve^`rhj zeEC`%@MZU*9->z#hUPL^ngWpCevpX^-q1ExRH8+ z{Uc?1#yZZNk5!@VLf}L9wYjwy{0R1(4{JZ=!r^hlEd&)xv~mCQw{u~Crxi=|INy~w z>-=tCb;)2%7`QYcbI>|$kZ=H9f8AK}cR3?~q zpkqSpq0Ji~*=fURp7J|{lH>G2r(?>GRkGojVJxhy0pW1E@VSb#S5~v3$DYZ`Pn7j% z{R)!>pwnS0ls6i}_T7Ulg<2PE7nk&`LdrSO38SfrkRv~q0x1#&E4b=e(MEo%t7B2x zf`1eh;`D<~iBXh?c#Uas4)`v!bifp>%4+&pO+0dIN-7;N zH2*9PqmyXVOK27M1}*}D2EcR(j9=ug2Xn$;AlL1&VDX#7wrFMaR|5>&F{;4(}g?)j1pQY07RH{=FLpLdLbU6v|%k^Uu1(&fHD2;BBYQGkB`5saOqc`GuZ1zh305)u!@T z#@`6~L04)w3^K3V=fC35H{MaIG^SiJJBzuE^}&Y)g;llaXSoQWiE_xG^BHM2m1w>b z)&_S~1(iYVhqC%{>PP41YDXam-DPddb)2@MYUQl`$&Zp8XF0Feyw@V-^5r6Eo%%Qt zLleLBZDi0VUnTL|ye%jwfX9Ah?Fq;vdN<|}`nZx1{RJ~~VQp-R;qYQR+cCEfN>Lc- zWwtt4XsCqUdg#@;d@d?_ls4PoDbSy&WqKrTw=z{POpOWK%!5!u^~H}uuX;mV zjp|;@Q_|!r-GIsb2J6)EG zH^8_GEk=ud1DJZOyOgbFBA@==&0C3!p-#`%^kJ-cZ5F&4BKh$nlj#bbL`JRO7r6dP zj22+SFDNbjQ4HAPtML$KU4$N|!*W`}B~5q2{O5t-|5v(Ys2*+R&Jk92S#&Q-~vwnLe;jvG8 z?G@?&JlqH+%rhuf(HXe0X%DHaFB-#D%sZcGaATFsu;g5*iVb-^n76j;0-wGjB`=ui zTC4AbC&x&gMQsl+H^^$%=45ij+be{AA`3KgaH%ERAc}!5^dlI$*4A~M+-$V^#@FgO zgw@rh%{@ctj~=7e0L4G&>THLEgHviF#g%qXNKYV++gL?0PFwH!syNf%;n&OLjz=pU zuiTG6pvw&d%@|fd6lta1vUKfQlw!VWns}vY8>R;e8JD#}NGG0L>%8-p;OVPp*(ji^ z_DzRWbAmM_CG~Vj0MoN?6J-Tw0f_*^z~i? z(Murj>pcWi4Xy19#>k%va+T%~JD^ef6!4pCyARwuGc`uPIed%n(<8A6>&$YTgJ z5>&dMd`y(^5y!HkQQpCWBP>@dEC$b!bpCieUv37jJb{I$5sMtTop)W-x>24mU#_f3yG z1SEWQc&{7>eV!f4p_!HYAjm5c+IhB z&*RQH_70-IallG>ht;&G=(*8u@xES*{jZoxjrSXLTtWMN3oKcjQJ~17EBo*YSbb`J zu`!-ysrH>uoPb3X9gPKlVmS&XlvH~_@%tGBUIm>`1hOF(^KDpChbD$UCa8#=Y396p z<5@Kt&ujMRn!wYm$uY(21_&`z!+V`>=l7o6UmUY{4&Z4U3I!cjqNug#u^dH;MoqbY zHb2(;w%S?cKuuJ#`4uF?N>YB#iv9p*2sH5q+>CW z0z5hDatH|;gC#cdQ1&IJJ3kOxCl!l*B{RONhuvjmWlZNc{aDmoCnq81gsubm|`?e_e6f<>e%$T^i!u%~|J+-=M?u-;Fa<%DYbp?fjpYO(&b&~8I2DXdg zX`VXJ49){?a1)K=(d|113m?;i!zA~ zAn;@J`aV6&2_n1FJc8HcyfaZy3M5nL7&3e(i>dxvnQ=2$WfQ0FCSBuqj@Ku*OSbv8 z^oOrH4z6_fS&7drdlcb{1kgJ2({K>r`mn3fw4W|FKtu%#B1r`%bsPAyak9!vJiR_3 z6U!UF$TXu{YOxI+Pmo1o`IyxGO?{bJ7h9iBxS0bw9i;y~o%~@du>udr(;DCvFcjSv zd?d^}O_z)MRCO9ludhW8>NUdX4yhj`t5HNpML~AE)pQ!M=)AyHR2(A@O%GJL7!FNF zIE};UCL+yo0Lu<7IolWQVuKzjt?=6FbO|A^%hK(a>95)!g(pF4<-=Iruqo-aGN z^Tl^2(CU)EKQB@W_|LcCJqvgv3m}9lFdvxy2KfAp)%gL}`b11`6W)HO%uu0oUn9egm`DSH{}!quM~ zU$9m;aT=6zIrKAo>U_#L&Vqgdam<+Pd3*Tt%?hl}&d33(OBbaxAs6c{taRqp^Xj~I z5SNJ5)Ja6!u9wLkj<34Y&cv_Yes=iV^ye~x`B}4zKzBxr$kajOb-0n|9{&}fEEH$9 zq;Sp!WQyHm<4Q*hS(?Ds_}R)7V{nsc#EvU8F@n4ClD-^k<@RFHcKk2H7;r_rd;BR9 z50Tx?fDQGcb6fiQjygIzn1uPK#j+8l|LV!0M9Dw~_~Qy6E}Ovo9UK)HP{Ac(h+2}K z&TiT`Z3qV&_|bXdeu-h6>lc>S5f=^Ole&IrI*c6`i7R-Or{8#P(JE-6d#`k1^t~gR zv?AQd;^LyDOLJd;!mkbVs`-GgV_K2t_krvqKrBJL;Tq-Gg3=M*&%xTWXY}dLt=ehl z7sS`zLKOd%$31@db?pt&3ZM+(K4)^-!zyHBauGlQk0jM^jQBe8>(bi`pf^T6HcNE6 z2nz856Q%gvp}cgFmpjIPYkQqD4d+BWxytI!yPC za`s21Xw8G-NXgX_t86VlKc2xuBqYY7L9I=DI->u+qtk}wfV>F}BKedPUj;)O&a}-ju7EfjnZ0Wv^Io`h%;@HD zR*d?S@|j>)BZWvQ4DT^8>k;bT*Tqo{3!MH8qms#bvtME&9>c6Ua3Q5VW% zTfrf1imdUl3Xmn!Oc;>rICS|ts>NI5YBxelMdUZg^D}5*-?8+Y)z&) zcu}{tCb(Z6jm8YpMxa(GZG6&_k_xBN_h)eSwe~)!>QG2rpFlUpSr-!xoXP>lfJ}He zG4Ltu4=NZV?w&VfK9HqD%1Z6^lS(uJ+Xs|fUe5TsuGM)V&gOrE&4>VO29#-(F_mgt zIiDA)rh06%&eB|H)FD~kH!EjSn3hQIW??y~YSayhLbZKX$OJ%f!fAVnJqdGlW5=HD&TqXK z^-5nXCDCu3CS$j23Tu#+iZgJ)F;!i?x$!brz67xJ3|-zcR4E-JwswvkKfbRtDK1#T zfn8wqZY-kd#0V^&d^BIIjC{FuaJ%NGuT2!k*tgDMqk)Q#SX4uJ0T$J_6TTF=MhzZE z1v|uMdHP~@q12?HP>Rx}Okm)Q+G-9f7lh*r#-n8B-G{i0EF9e_YaD1?3{U{}2%%~X zflF+o0*I{Cky?c53%wRu?XLQ-TLnCeJ!a_GGV_)zeCuGkLXMTkL>?(uO8PZ3%jfT1 zq$P}`y>z6N_QPcvhTK{Ux``=g6!)OWnWD1tiD#XwZdzT)j;1=|!uq>DAfE}dSD z>nB~c4tMJc1q|7rIR;_OrV&7P_?~TJ6VU&;$Qx{TxFmH(ZJ<;)ygy$T<6u5jY8p9f znFZx~!9eV#0!%o`+y4!n7iQB|QBl#1hc*LmK_xHMCV;*) z)9(jUSaX*G;OIwb9_8F|4XegunwE<}3AvgE!+Ntg2OCd?6NBxA%HYS>ZO$>|e4ulQ zgr~W=L+6Euia(waGpCI|9A?gQi!B!4A}1QoZ{M=mq&hn;5-McsU5qAPWM0J<&R=A+ zUTaD)8tUTE%^b(@9^6v7sDDhN?tLlrZsWjm=l34Nmg<180)!XSk$ zJ5yf%{lt>}J^dr^7b;uBV$v10mCqD@s`fl72yuNOO|7!Tr9Ek0WOb|<$HiD(cQZW* zdkZALFhSgbJOZ6P1fJ3Tsdi5Vod6zOh=C3sxhJb^34jth`btRJV~UPcq1OjUIJZ`n zJoFzSDrPm6eFEa^my6>vw7j`I`bqbGN54*MgFs*|{hTKCr3K+Hy{Zslm)&>wXK!W` z(Dl}-+bkXjyp!C#G?*T%y6HIKlX{l?Ij3t4?mIy8h~eJ7qs7B`3-}#?++lQYU_GGc zkZ(6dJ0Ts#H=KXzH|DDXjFjuXisH{p$dxrudUftpTJo_8c8eYAz2tEIqw32#GR~Ok zx6_-s^sCkz@w-bi>G^Z@-0cOrdh0tMyHWm?!TYqYWHV3CmellRv4%FI(~gHt%T_>Fajrw6sJf@ zlDazaLn}HbM+aBKsk-?dhHKJ2Bo<(Nk3kcW6B&5UlQiybH5>G7X%=wK(lYRa6%4+0=wEp*i{rVG? zt36wvLilr_(xB^)arJ;1<9{F%1Q`6&>c{)_dY8h;?RhJ0vCuN+<-I{fVy@XJDw#h7j)0P}aN_vzjWR(S?Dxn$Mk!BT^maN8u@pLJqdQBxJaw@4l>NOTlcdhl=>_ zQW?v1;U6n$lnTN)75`*qx8=dIFyEZ*u*xz?1etw2c&$)SgS^FHtA@D<#~iSh%LNOU zq?vb=k!E(`wWt$%V$V>#&=fdWN=QvDE~+W)Q@n6*@)89mohUr_TJ*jkCN;Aw#48l# z_BDq9u>dh6)*AyUM#GhD8D4?1A{?kz`q8^rML@G@d@qHz51r<3j-~>yo8(#G?Wkda zOVWvc5dad4ueu4qm8w#Eg1&}Yd5(4rYFNfm37V+r%~>uQnI}&m>t=38wAJ5m zg~{r1HJEfUnh35}2m9qQ&CEo0t8i6OrNdwKk|2eP;=J-G>5|!*<&HXSwXM5;vZKB% z&hPV-F%+16K^wmCG`0cz?3*_*Q;a9CJNztud}p${VwH$gnc5FFt+GJO;q`_N09Faj zAUV-h^d5?mJMsKaLW5Gr_M$)!HVQgd9eG&D*?N~!ihq&CW54X=+xvz>Vm;3hUxB38 z64LShYs~)!-fsf%{?)Kzx12a61&E3Ixm^CK2`|k;nehd2 zuq!_O7Ywo~olAhi>TpR$v~WxmaLD@@=Y{k^AXc`WKYGyq&2|5ON}Rr5xF3~c<#UTV zX#D?@5Vs#cI@^gVr7!%i2=M==rT(u!0*2j9n-1ITZV--;+-amxD@@&Zb9{8>3DW4f zONrbmRTWMX3Q4RKk}u#c)8*2`k=qdgRtFb4o?IiYy3k z2{vx_91pqhp&Nrz$zkKk(=AR~SWvn1SB)LshMmXNDt>)#()*N5nABXCqIpwv<^|vshy& zDBia2GWR6(7r?A#6rfYzqed$>hkl!%&sKTR+ISaeWstBO0g;`4`%QmgdcQwC0aQ%R zuP;c{l!)KK@9uyrC>t2srva#xqCT8@mFYk*O#H_(m3G^a>|pgJQgZSUpnREZ$H%-< zO^5f+50fAh2rLOuP*k)6GA+wW^EC#kxsks;FQBzR<@{c(xNlvbEZ}==it!($?WN0m zcZf|*eROm*D?fisIcGpRmHCGcEV5?6{WJ%iRG?()q*16JkD(!L z&aJwJ>&?QwS*!WR+sI9`>r>6%!FSEW(NB_IkB)}MzV)Ts_u)Gm=npnH=~?q7INdPs zLyeqOTdrhP+V+Lyd!pt8)$?8!=biq+-RU{QV;(*(7?kbUd3DOPJ@i*D@-Q5&B;B_} zBAaaVjvA+}2chvdyBI6NBZ2SfhEC0ftG(T*D4Rs30GopPNAVni11na3_HDW0i5$&( zF})hy`hHwQ>VT+eJQ>1@G;Id|TTbIxV10z>G4|Q!upbndH8oRPr7mPlRX#QPW>$_a zGB)-jDE1@^`-OE)4H-D|^kUN3M~wgT_M+sV%FXrU*wh2)MjO@AF_Z-`rgquK!BpiR2(Bocfi8`j{&-%$`+SAk&CF0sz>(uz zW-0seKW!mF!h2ljOL06`ne*>C5tMy>+@Ms!=2Ue`%g?bVH;~ zgcRY6Vgdj%3&nl#!f%3UiW3F#ma8E@6A9I#%WG-&R%Amqm^V2$iRNm zvX&KzYmBlp*`$b;>pAQ64z|T2H*XM~x)X`!ua~7E$rzUjRh&-{7sOvl`9qZUE$0^&mo;u`{5+PJt6KDG&2N zLk_%dQ)kK1@9i5wGk3B!3dlhkDGsCdhH=hSUu*Va>weV59jrffy3$1qjE$-XmOnaO zm^RiXcAm-Q9P2F?y&cA(+5FHKP+ah+vgnlPv$04-tg26NqVuNe{6K9Eu218pT`zLm z3Hhh#ZPB}B^*EN48U2fuoCg7!Rc@1dY%`*1Q5CalA9pk$+17N?Cr>p1>3dx9r(Dnl zx!P9j&)#r2`7|4T*V?WV`@nOy`Faty`TvLN`M!pcYgU7lOoABgo(KFiZW1qxIlJ%W zD7w*Y^b+DU)Uyh}NAYgW*16i|@JP=liMp5D{Jv*FKp0srkYY9hj3mvR!+=hee!U;> zntutzZ|Hm`hvr1C0~LP~GOUMohQff(5Bz)30L&#CFV`gK#VRtbbJjk8 z{lMgY^{&lyIDzG7B5I2j%)i2duM-dQ~23V|q z=5drjJ?nr3I<46NtxP&Ypa)`> zrPT35fm20`WP8lLxf+c#RS8s&YCfR0_+Ox($}wqbYQAyfcHghrfF~i@i>q7Lj;y<4 z913e3WE!M=B3yjSRNnpjCHapgAp>X<{1EynSNw_OQkDm%z7136X^L}ofE{P7opC^F z>hH;N5M6O~>78i~ra&N=&_sGt1xQcR*e6Kw417Px1Q@3ti7t?6OMIFQ+QIrO2l}tPta=vE5x-c+_+{?yQUmuGIwvyA}k% z;{XSvjiKepg@0E-6f$0iT5jaU?7P17sLU)pU#+|Gg1i^(0w&*Yx8r|A08^2_1Mj1_o1Qq^9q?C?z=y&0d>tWq0 zk4ArS3!jmqMnBtrn=Q~_rWS2rtB#@C#+_jy-MEjq_Mr6aeJA z{GTiU&~DwkiIn{wav{#x(*47_n`FPZDmi|Y@{ z;|%iu(FqgIiT>uH9?$|Q;0J~szpw@}*tT?aj=`@5aXd-)XQ~ug zg)>Zan_vwgz80kjD$*?Kb+6yGlYkghtUe$ugzoD+0f333BDvlAdkOTg@AHqhK0+r> ziB;z8w@tP`^=PM8LDs2qLa~`SP3HZ<4dNI7h@fM%bQ>0kVsIcQkCV^N+Nx^`JW&dX zM6xM(L~D=juPIt?1j@qaGpQJJG__t_9m)H93R&FWEe-65p%(L`n0KYepN9BE6zbP1 zNoR!3p2XspQ?tK)hh zN)W&mG78MBR!kDmG4XS0_XniVH+3@9W5GZOrc#y0F6$*Q1vEJ8ZFuQ-Rt^r$3tU`W zIN6gT=!wO7W7V22?;Ynfi#7JPN>JZ&o&w zzruYFelvGgGKeon~tlX(X}b)4S8+lluf_urzB;SG4#3wTbOvg9I)>17~- zbnLg@Qvj8x81)E|#<#Zp=7)j(48mGVy#2bW*x+#%!T~Amn(UB8r24uJRYwTc z-Z&xA1`nG4rUGU&VCE?Bkb%i|7uH9Qj>9kDKrASOo^&)^|LM3>%`bg~N|;q?>fa^5 ztk9mvwXxsq{u8&ctA7p_BJrt5){`HH1}`$i=Fsc^Fj2P$h(T&pY1Alt>*?0$I46rz z{M7uMMVfb~R3rnbK&fCyNxOsEQ+A;2s;FDe1u2y*`%fe65xkPR+%?I6#&X%9mSeGTzU zqs{np-k-UGfe}AJApy&G1V6aCh43D9b-_RiDmT4F!dR^fU#LGuU{ORqgV<(%&RmfB zisPUG`AIcFM;c&-jhXq`DcZ4((6B54)}N*Gy4Y&Pkye;|F8AXJAGqQsq`>eQ- zdO(h)k5|Q!${&GV-RvC2#Z`L-M`49s->(IkT4V3C80!iw&IsHf5FOL$biD){xz;#F zltUrP!K_df0juO1dlCs$5C6SX8t#oA6>$rgcL@sK~(eK4r?J?5kMgt@!yhn!9f1^y&(=0uEDWdPWsiF>AuQABC`; z@Mc?idHH1&lXBu4!~!sVTB{Y9aK0&g3A^r zH0I3Erqc4DN8eaEl5OgmHf}U8C||>B&pIko>C<3)VfH2gLI9G3A_HIB0b+$tuyu%H zOpwizw469O8W4JMg@D6Jod--I*=iL3ob8z;Go*Y&H5-sevSr%iTYP&6Y22m7au zMBW{<{X5-8R}uSLpFD+1BaLVaJ}6vxomtl1n^Bj;UV`2?rVjew$x(FTc&Dx%S)i!F zvcJzlS5Ufm)^+fF+)jt=1!>QI1xc4S-@p+5$W?}js#^1Bg-=&OeIGMl>=U!=NjXJG z(;K+=NdL-_2%W@n;9IqwPLzowD?DG75(JH;+NC(Upxc%j{Gu9Ntg#j)H`a1AWBa<8 zLPrW_>}q64b&4(wxxVpQEz&er+GURJscLg}Ha*lkrGuGSvYNMBjd4bC*a<@iE4NI^9lBOT( zdrEt+y3f@JZc)P3w{WVNa_77NHN@9A{w2A4gIbN$17oOh6W+w&(2!f?;9_Lj4u^RQ8b5T?MNMefH^JR5SvJjy{M=YxS<1g6S z*Bs|ci;tGfz1R?K?7q(S&y>tUYNmznlE0@aV6gl;Q*1TTD|Nq7d#a$3=Ig1>*)$=^ zSyIv@ZT1u~jsR+Ec+Ze>DPJJCbDyOBisXKDV=9PFtXVGZv~=Ri7uScG16mnDsP>6fZ$)dLKWcjd9KX5p2Q(j7BTe#-JX^Q2vLfJo429cjE0q^6 zn1xi#;h2uS#x4K-Kd5`;q>x|Xd?jNeYD^5(7rSZq2a3Y7WMqIzQA6!Ja5j+YiaC>YLx`tmpAc$OsETWr%iB14aMyY4Awut zJgq2WF^E4{YD|qj*Mbt)ABY&x!|g}*yq=PhWYLp*Ft-Db*kZ~xed3Z}%i#W`%#2u_ z%i&B-Ui8VNWgP912K%P1FuLzi*IDiIA$azBD$&A*Wb5epL$vu4vCf}k+R5^Nk8v0i z>ba*wLrl8%3o>jt1px+~w1`*$LrtoKjEJ_%IvY6p1L;Om_ zm^|!FBdGMXpRp>=!|h}NmePjN6X1T1&bY^gW=H%Lgo{sAbKJEB{uUVA-(RC>Nz|X$ zO#7*E@kv>WSk$0F^nDWQO|}x2rlz&;IE`SLyW-h;`Yy)BH(8VG@a8OaY?`achU7w(zSzDz)0{}kyZM@273+Pt4Ew-6zo9k?JJ4!8_7&6!2%9)2 zQ&-4;G-}Zz;T4YikWBssr_ebn zXCNF$#;gQTtxP%JviDDlbvBcD^*y0W&`7gNvy>lFhmxQq&HsO?=_DLzw|N&D+g&Bl z5_3*ZVTgfa_pe^()0tKS?4H34dE|jobT`YtoZ}j0aG3-L)*`h##I;im*R6VoJ0a$vc5e71PS*uzlDFofrFy4a3TM~s+zdp9v^N@1Z6Ehevyc*FO z0obxiGcUa{LWq(L5iu~y8ikNeUB1V7IdWFr9AV(h<)7Sxlus2`qo@eZFZ?X76w;as zHCCs$if_gjP9M6}!}*IdlMj~&J|NY37ttgp8dUQ$TozhD4=x2EjWdRByumMT>c@2s zUDuh}A~RK0 z;7;(F{#-*Tz7;kb+lPL+*v1hMeaD>!z6*=bLQW!wg>kzNr*bK90Y8A++0)BzqOuR&-A(m3zE zGbLeL|G0A1ZHM=uWm9$mK-|CRKFc!mn-AnsK4WeG$GENtm>)DId-M+BpH~S!O0dtg zsJ$${bn3c1wo-YwnL;ssFa(Q->6?bk0Shw(l9l9XCMNV3U#VZH-^OV~DUIrBAN$d? z$8vw*I8*_(zRGpedC*-|(<309kAqgpJ5SPdhin$(b;5Ew8E;u^hn4(m;zCk;R864L z#6Mx${#CMEjHrI+qwwy_*lOx*OPq$SgLhysMrC%U%BFAho_gNsu9dDcTlm(IWGYjH zkO4o6Uisr7D<7Zc8o`*P$ZgkvE3duk{zS=3Fm9TTZ4zy#)&%b!4uMlGjAjZcOGicH zZ1S)j-Uosg`&K_RIYKMnTs86pqbI9txB@uPgv=x0r{bxXA16sVe8^Y{ov3j5YrY%# z+EZgPjopvpfunWXbIv|@>Ke3Xn6`?rMU!!upe7RCtuKA0h^;To21R{9!gMcA`;jFJ9Ysc)@ z<$63TN{7B*V`sRc_8x20omk`}(!9Kp41sU#&83=f^(upKXY_KFrY^q2`=Iu2KEW-J zEf9x&ioOjJM0+(Rm8(-))F?Q*>T>e_! zK}~7c8zf2|*u$Q`8m{)sOiuo^aNJK9KeO(4aj-a8_~&z6wXbE+YYhi&MW(FHh?;v+ zp^Sk^=RaP`|E30?QX{P)@grhNOW`Bi5(F1m#xcQl8Hm`IHPX%G=HRiNe+BnkpXUC# z>G+cm^6e*Uc;B~DtGS|?#4j(k`D#KS#9f&uK+R=*4R)NJ3W7W{19AZ<%akec|Gq;6 z8tj$Sd!=>%>v4t8|Dz)NzcWt3>mcN_-#D4R|DWH_|3$6-n;Ug1r=|7{qAa6ly^6*} zs<<(ds_@AoSiSpyr9CBHJCJL-wrD8GRIa%ew8mmPyjf!9eE%lnum9zgLHEq()Ou&O zmJtjw`SC(lvc}jD`Cd8%a{8&jK#k!0huKcehoAq%p8@LB0Z(plc-U{Nal{|#RV!fh zPJz%%4QLOxYsW-m-lGwef~H@1^T&^gR_~L%gML;MkVWh^$XujmW5c{Z2WK_@fO zv>B?u@y+JSd$L`fPSC(er6oFs?&7MT7T!OP%Sstw&%;yFSe|j7nD}eI*nB=9Ma|(R zK+6cCaQ5~|uCn4MHE$ccN50q6p=A4H<~59?$Ms@r(1I$-VQ$=>iH0W={H=4c0|XlMV`js(V8xcbbN` zv+2{}fcF`*89PPK3pOG~m;^*(un*88BcCoqW%e#?-5|jI$x$mAVBjJyW>0sVR*=Q1S(HGb%Kp zV5FJg+3xx?y?z|BRONBFr2JQL6nX_X25h0LuUDp33wU%gYAPz&M1)cut{a=1<0vEs z;s8u80AUD`Splt&*V>-cFfuZJ`+av)_VgPt(b!Ixf1IOh9K>q+hvN}BIPAaZ(-+UG z->0Q1%qAm^#c^|UCz|0Bu=7a(Oo+?SeM)<>(b+s{VQ;o}`<*Ohl-)$?z1$c+i_Jt62xkY53DxqtYo(<-{@29=PT`lE5j!XyzzrL`*G3l6F;hMkND~- zj6`2U>fD)$9OEGl#E!My6-7L%k1hM`$@+?(KQJrdgwt@&DaTWaY$fYE9<@bCMNc}Tmry7Wan={Qb;^nzuv7X`lNh!69t5Sl(o~Z8s%~UKY&lZR`DvaT1egno)K)>aY6-G8^Cngpw zX)jVL$;;E+ss*@50XtvOoV%_rY1`G0bZsdyuw$p%h*wmGY82@5lp9K9a`-)EQ$fxa)i>9y4 zz_723N&<8^go|6w-!94ko|`-h0-c&c{wBT=A{lb;C*|}+)DK?11nBSSrf<{^&JPyT zi8*4&T6D`@zPSF=VU8OcG(3!IPUsVR&&XON+p(8FF|K(P#rnr#u^I0?_?WhlEHq{Y z1T0Ui^~ID)?Jl)}#5$$VW^3{((b3U_9YAlX(!|pWMkD)C0pT>K`_@;9KJUY}3%~UU zXCAS(U>B=&Q|818_DzfJU~WOas_qGws=}??^DX2XM)J}h-pPf(h80zdvfX!;MA$8u zSj7)B?<|O_|9|;X2|3)OCQ91eIgK#XnDk;iD+=>QPM8H+C@ktl!=+2lxdf`X=&dZ& z+6sK!yd3e897;;}a{M~U z>VZ?3*Y$_elxJ>yh~gw@?s~NA0Xo6j5amSDyjXMm8_;Mk!NAE1yM-L_g7Dw?2aimn z-UM8HQx&T?PPJ*u9aaGW<(ubt{sO;h367(MRnwoxebtEwccpzx+d|HFJ3kYNQ>Qk$i5BJYj9BZT9)XrmHc$5vl4eY{s+4B8>XM6cY0tLWa1f{lS{jpldu5BKUIc8 z06BE;r{~B`MGN6$WFr($#pU#vO~Jna-Mt{6M5HV3`5(W_)ks#3@<3=(*FH7F2^XSW z5%5nkdxm}Tjre_c7|3`lJ~PJt1}00yD$a#?kgK7rAvy45lqG%@L9q{*0?iZ(Hc zd%G)z5LTOj8GBmNvUYgi`XLNX#S~zwSzGI?reGP$@)~EKsbJB#T+8%h+q_ynwzrlK zELDS>WwA1Ok25bb8=~T1d1@`Kn|W-rds?W~eyA2^e2_!1y>j7ebNJ)}eMPSKvFbC# zZCQpGw9cPkfJk{aHo=Kf>PDTa$^W5y8Rj`VZjYHLQ(w#Y%98hly)c*wG4YN-zxo&5 z%X&}uYCH3Jfq`}`(zJ7BnSgG}Ck%P={PoPUq=)C(JoK4<;@&}i;=xFLY-s+}iA}&d zJ!aGYRv~7WG22f=`NjNZC#4Gz^yZ4l?LHyax}4nxHWG-bhmz7D*5iw9&GCyM&SU3U ziQKY zs_Y!9Q?)Hs*H@P53Xw1SBe&2T5I zu@#Yq=jb=dYa)m-n0JIVkF&jQ&;~G37_+Xx@GZJEb1MDDBiW9wWu!**zU_|RXH{~- z8TV!i?OzY3)gJq@TbCZg4F0B+{;#&-K1YEMinl_HOF${CJJS&ucs*4Wu*uT(07qCH zdKHK6#)O&?CW5l6^5~{gf~E#!I}o9aQ9mM(0sQgv@k$`HH7wlQB>Dv#y#`%al6H{c zw2n?Wut1X+j2n*%XIk3ND*QQ2FHM#`zXT>)^|yuA+m5=fW>sS%ee@f3*zo@TtJwVp$F7Hi z>~2o8mh|}L!sKu8Tbf zbb(>-3~mdIE{a@^qY&gh=}7diK<1P3EEuCkb%WNPNo@Qr9;*8qm@lZgPw9*Cds{Uy zS^+;&ioD7ItmE!p|=Q%4$xSW8Xqu<@Cm(382w-vIssa;9jM>6 z6$F`>fot)j+>=a#Z(y-vq9C(PzB5)j=rMBwJ_Qy5sAbpO!z(GVO8~Yo4~D( zwN9AW4}BVi5&>h7CPNF&JIjw}A^yrG_CFoNNjyIfF6eoske{hz>gc^@4*pULVn)0^ zbtakFV%&`QmeP4r1sNN0p&f)H;qj)XS!A2O=6+2qjY3h!Q(OiBA$ zV=g@Oz0p0}qMk=a!jJKsJbXkNX|AW2)~FTuZOE0hNG1N*V{e9L>1Kje%Fl14n=4@{ z0f@-ZcU@u~{Z4eWv>KrwONTaGWrFZbkRK!d$2TWg>Pe9|FOk9#7N$cUsbdZhHJYDF z|GpXv#At|da%Ps!Qj~ldfx32YQ$fyy&JSj^JM;9hCS$;m+aNUj%Z-+3BMXh;0bds$ zXw4YXh%#Pm$y`MzZ7H@GTxh{7BuYa^dU^L8r*9d62SqVXN=v~vV$P(YdbfR5bNeRp6bs3Dzg#t6Pu-*c(OI;^e?~h|_Y!BV<(mR&znjaV)*H zd6!y#lU*Fk@=u8`7Q%f%3q! zr7mjO)jo-RNy-BHAE?4YdWiC@D4W5jN#>7MkDqXSo1$IjamptzZZF+k|A#x7lS{Yq z+t~Z%p}L5DpqW{o^+%7Yr;S#pvMZvPgS2~$$n>Odkf932NzZ;KE+?F1v9U1Rp8qh& zp~D!(VI|Im9p9Q}v!XAGK2QGfXipY~pIN;vG^m4CEUsW7O&T5{t!8C$I2Ll!zrFFc zFt0f$;hD7Vr;Zc|_58ZsEKRhczMOZK)h@RCED5W@4a9I2mY`KsvhNBNmb}_g_BdD| z#g(Q@%=3x1hu0X+b2PS{J$3TOdPmHcHSxs>eoRrHMMwdxVC0|ymgV!{TvU6>FuSEGO(KL;R+6U__ zk}1p@MIMV}9fD#p zU^S{~Byv2Vsb~LUj-es*>*rP7gmr0($m)C}H@fvm`R%21+ckc;leU>jq%{21ztq+nO^qw8^+ZPU-xxUJ(MW9k)8NxtDBqMwx zDMT`YM=$kUSu61s1`T9S0sBhLufn2)#RXa@^^~vh_z`OR5(`c=nogb_o2(@5X;F60 zS2E1DgdfxF_-$|ra@5^IFr81Ge9tBB=a)gs9FC7kn5xk(38pZzaSS%GQ^FFtpCePe z#4p9KPq*pbdfavWE|@vN3TYF9gPS@hpgJ058_uy{XEr8-cCOyDRN&NxW_MN9emz)- zF0CwL#K7XNh z`H_?p($9RovG4uC|DikvQk`aziUYE>f1{&Q8MAyY&I<&5OVkmsImMI_2Od-{ zoqXb$-)S=Pwwz}~S1WU$%cS&`duf7lD8JX(ku`WuSV@0cx8AKOs=7LpLXdniV@^;& zg=`8z39BBb%t1#-AN7A;k&F}14pei~{{3s2IejRbbV}!66#Tu$sI%RgUej|HS^VAk z3J%?1GUQXzH)&p?wRnh)Dxu_}Op2RJGI|#fNEt|VyN@ALXNu2Z3!c~jOeah)R(0Fd z{ad@g?>my4kgM97rJ{$>0bW`@>4Nqgm&N4Aq!OG40&i#uQKk-wzBh{PG=7Gwg>M(= zM)IraWjnjAZcws(ac{J<%M^udh~2EqeA}FK?>;6Fkh+`G{IKzY+r0nDlwcM{tzEfe zk9l>V^~h4SHvQX^U&Pf~?=_z`lT;>@1rzR>GF}XxYT+21UeQiy(-OA4&(KPFz-rG% z-T4IJ!Uq>B*sXz;%m4w{DSJ14y&F~WC{AIOy4ckA)KAc2!$0(fhv?p9=&mY$bj9>mDGF?-hP%((C>5?edSy>&J@Q#Xk?ViM6$b?lpH<-ULe{ zLK`30DcX!I=e|U(opt|a8gIq65KMyL*R#fW(Kk7=LW5gS(r_p94l4`UkEk_e(=~_v zfkUta@_IV-AS(JM@*-Y6z0P8lY_ki6dr+-qXi9O&^lvvj_~8mEB7?Yyxw-E!5KM|S z1M#{ID27gfMG3R-;ld9a6xM6U_A5)gM>T}+lam?VsAQN23cw{Fg&~)#QfnO1a`;`I zfKn3UJwz|Ips0u-@e@ogoy$A|hkiOBx$k>CzJudM#t@!^J!-vDfx}38RD_?$USq9< z>cyd=a(53?OF^PcoeG{9sdsr!g6LSWJZn$fTanKy`LH+8Xomx81AUJtO6t{7(S1;X zeWT-yfvoCHP1_Fv59sTZi#X`0KH1V&8g?9+!T(f`P?2h{>i9_w84;E@&SAZE!i_O? zjt=2qQ($_c$kU+D(ekU;JKE-hIQn;w{E(McTV`j{(Q?s+uo>%S*m;nmceM=$b|I0L zu9}Q;%hQ;~+fcs2foMhFu+Q!eg{jKOn$~WOO!I}f>6|OrQ{_X@GVPbaF+Xpzd=F@Z zWnrRot=_e+fde3&F`hE;*4YOn3ZnJW$~6OkBg)oKw>Rke8A(q0z1|;r*C`Qw0(Xq3 zoaq4#THr%k z73GzciKI$eKjUF|BoyH?rB5O=u^Fvo;UZa-iy?K(v~f}ra%e>5v+FEc+8a<;#hq^n zzfVyWA?zj)W1d+)$$SuLt!#<4O6>dP&e}}tX`I&iL+znp%qCI19Cjh>!UVPcrBo(P zT0Lj6nXXkc&x=9~g_E&~b5$$#?4#Ne`$I0;I)&LA*Pm+wDluObdpEvvIlnV{njDY54mEgt}lTM@WoF}tG*PK*aLDH@<&07 zLBiae#RHg#>XGjKN5%~p5E2QQ`o zBtu=Q3mVh!JK&5oVpW$mQ+*BX?9rj&*mI=l@>QfeC%zxom_+Ih0|bfg z!#Cy{Y31vMwsu`~sRjzkRb?W@VMVh~87nh#c`MWsuLk{Id@g9fE3o{rW>5R#g=loC ztKy{m!f5DvA}?zPs`VIZzZzPlSIUjTQ* zNkJic=Fh0kMcYomOB$TrkAM;{4!slXHzR~DzofyE_Oy?}^MFrb2kurAh_SBs&A&K< zt2)WzT$Fh(c^CE5?yR-58?{2&Y>~Qnfu$(k{)8SW1_2 zZ<09-6{s&5mD4uh=jA!wu6&iwcQj(-jd`x5 zM)Rphi~Vl(AA1DhrFoNfdQy-LilR~%9w8SW&Qi9Y&$J1%Jf4T=z7NkQGC5pFP<6Z=ceB%@-fCuLox2{RYY2QdM0Y zB%1oY`iGJZ(HuDyf$wv1*QYmc-cUEjn^)rmWAQOB|MD8iJ)1P={hQ+dCajC%%OApT7w@vqH;g^TDBJdfZ=#{Ut|S`IC&?oHt@ zVlFKg>RKAU^m$tzBv8G60)^8zU=6_$^gPHIDRgxP*Wy|u!*rZ|d<6UY`p|VU00qMi zo_QQ!r(CZ7X?9trg?vqiw7F9v4Y^jmCQ`|m?4&-a{MUhVhEn7Q# zcz>b5H$sccA1cp;t1-i+8KYe|AUf(tQP*&i%-T@D?)$z>TtwXDc;gF5ol{K%bFM|K zvG}{lk$?y=2Vnf~@8#vJI+dr%iR*s@q5NO3nh{AUNHEvhixDi!0>HwL&;A-5RA}Bz z*3bAJEco%cJsB3TqTcUOOcIU)!1sRxmKJ6qp>)cCOVjwNw~i??JsSGzep1N(fix*u z%hf|4>jTX&cfQs!_eDmIUrlh&`HMzk|NJSmzA4XWaaipzvc}BC^1en1er8N6f8#A=rT2I&Cm|t` z=)WN}CxC-hhVd+cK$2?%Vwp|>YV;MDaCg*)8kyly zL769azgByI-+RjLge#jLQd0sdF<#5z$AaD(ft42+N)O(?2F~=6Y_V*BYDoYeZn?gy zIGTCZ6=3qWfz~r!-!BL0Ar7Sy5Mt&Tws?%=h~2J0M&8lMf>iJ*V0&tp5n@;rTns{j zF|wU|jSdeN0P|%t{K>^Znq6fs*lFV+%5P!q0nt~G#TXqGl?(i$UxDQmNjq-a1rRR< zek2iZ>T{HBw-=gf8-=}oKDcIDLq@xp^O)C2D@#ysepa!wQ4q%TUpNwAmdrAeU#PZb`&OuI$xM zxbW4FNt?6|-|W@`fx8I6f4b@`rG8Vh?xxI0sh zG)VUSffe;WU*>cr6h{LBff({iG>n3cq2}fFLYfH^6}o^|Ty-(hR`@%7MqpVrZ@0Frqhn*A4hz6(fFCjc zK2dg3OZOIew$Yhx)qDB_=!YWiIn8F^>Fir$ZR33c;YTx3fBZ%ymO`YffjQu@F`R~) z%=dI__4ODK7+Nn1F1Omv%q|7oT}OErm6k?}UamYy$pcs{>sl&;dvG}CKkVWTJQJiz zN3`9_Adsy#4!rQv50-onMT+pN5A-&gen>>4h|5UOh*X=_>gS0>6a6&WY+(F}M3ktb z7XM>pEBC+<#k5&~HT}6|CXshuk0g4*7D>PA_{aBVJKt!78JM?ais0&UQ?93($F;Qk z50!INUIwz)B&KX=dL_O@FJq_UfTvT7v9bG;Tv_8fineqxhUsZ*lvtm$(F0@?W~2}VvE+!*PSwr!S%KyI@Kt;QiWpI+ zA}ZfKu3W!BfTd*ei}Le-_gz-dAfegkUKtK{XF!rU0}pXp z&~R8{a^|lJs-+cn(QGkQ$Bw(_iy-x563m0V z1|st9PQ*weIs*!i-RU@!BLvnb%&_Da{@1+ri_O{(bp_A2zeUb9IC386w2Ld&tbMA_ zG@~G^z*SJk@YYq=lGb@Dka*yYF@AMNk8(3eP-Ku+BS9nlAun$$t1`2=NHRhJ$?f{{ zp}|CjV3K@EH2n^H3cRR28q=^0**a+rpZ{iySP*utY&+gA=1y^xqj+_kch@=Jx1G!9 zC{Q6+7Tz+)WLwmW5{-Z|u9xhZsG#Cl`1O)E+D1g}`Ikd;YYk0|xR_5l3Dl*-thv!j zIyH3V+O23kT)alkZRt7+L`92+1L5_t`Ge(YT+tEX41ME$$1bIV>_;t`aP`g+{$-`E zt}c}_#>V3h8#q~Cz!=0P-UkX^Oq`}?NGWw7Pu(dhg~V%VbrjEm!m)XqVP~t14(n2;b2t3eE~l`tOv2~s2QekcSwSMFXJE%NVQfp|W{kbs-{}do?Y#)`KAAeE`T|(C@fX@DMSK#^4?P>UQoQ$GsHEnw zovO2~J^OL=WE(w;f3J31{@3t|x3Jq*LOQvFUm3O7z$;us%ff;Jsl*GQ`WOd+M_XWe z!?WS&L&jmwPW3Tu4vgac!za)oGcLp*%^v%6=-(%(m)dVe&wQmlu-7RobxpCN4#oFx zq(6nC(3RI&kol3UwS_goMbUmJ#A4PR?&8X3qoSUbq{zeENnDTJHI^sAWOlS;sdkYnP}-Kr~7jr zXIRb8osYtU^Be6c={)bK7-f7(^whiaNoRCa*r}%r#G^_fY8^m7m-zlYZGN9w1hAzn zRy<;gJZfDh4aFzscufNn?g@#!H#4u1_4a1}K4m2N9;9R798QgY)LIIHW|>296HS2@ zy`s1$rEO&R^g#^IR~%ga2{?_ML_$-?)re!*d);~zUp&P!a?%J9V#mhShu${VXqcS0 zliV&Fa(JIU_YV3$_)MKsm_yaD=s_+5Xla#+hwf%eeXWnyw4*s+e2=^`s$YJa{}-xb z`I-6J>fHOK9^2p`K`O+CYSI zcj0hzU>~cD2hSMy(aW92DKHh)hkfp;_DVFn#aZ!z#KCcF?uguiANd#z9|r=6AwcF zs@EQ6HJU-wNaY8VjbS0XK+{!Ajh@4_v)s|~;aB;lrEclL2UStLK@FQ#gtGSlKaSGA z-3eI|@k;%r7#o}OhdhAKeqcE7Ps6vVW4X)#r=h0`YUc?%RnU7S$3l(EgkEInw{^c) zyIOd4BY8La_5w?lFT3+gnw#~WM%gAS*!Vlcd(j+Djk1#V|0| z`tqYz>z_JnAmpIaTw6>dA;Xi=UEV9Q?R#G<4}=_bFY)=d$J3(Ev)mMS**o{Vjvx`S znk~wSrgL%VIoXmx0DzPM7%Tw04uO{>&emFC9usUJvgMkfKiE75X;T*XKkGhpJxFNM4hJX-5UKb+rj_a@sBw0)VpO`fMhQ#9^@}!?e z?0%ksMEBk&7_5u*iX7}lHMK}$gWc_0FeDUt%v~dc(7gzKQ?wsk(Bt5+hZ3lEqK$Ua zkKa^|iFvZYLJHXjR9CPLk)W}NYm+4EEum+LRFJ!xxU7ld9*di&q%odrQ#!^KDr>^V z0MdHV?;0f?;De-Sf}085C<<7nebielsKgma-GdZNHHV4+7&E37FQ=G%gYj3FFI7mN ztk zbLz78iFogEUjm%Uv%Zi><(S~C`_8_r-rPZXKq!@YKvjxxUo>~m-{+m#9NbCKiqOQp z)r%F!9J`XW?XE6b!f}%Z8v}A%n#hIPwG_myglusA;QJJA0tq$pvjYhe$x}2%yxdzv zbu>>H^+OU4gRMHB5Fvf07e~U~a~K~?nz&FpRE`eSbCU| zZ#kTr8~Z0l@+0RwBfE>~REVhL%4d>-XwDk9ZH;#%;Oc%5I{C(xX`*nz_m$gnfrSW~ z1KT7*6cR03v_)gyWVGRn{DtO>L-^hC*_^}e@LRy(YMqaLJ7HKaR8$dwSTvqn^I{LL zAsthU#rl1c2Bn{?v{jW`p|Did*qFYwhyi zcbG_?7IKCNkUE66-Ie<&CG3AlE-rphnE^B!dO)M`650(k8aDO`J2fh8=G4DFoUOE* zIlsHkWLS4nQdA^J*|CCT4ZU#p0c)#SN!04^ktDJQNV##j1Xv|F)S@)hVm;m6y-kla zS-YgdMgp@y5PiC0T|?tGIlpGB*%gA~S34q?lQ_GGufuWrTd3g)6AGT;ml+HB3d)4!sNt+>* z;gkVV*CjW!92J?X+`ZslFnk|xVv2%+sR)&j5a5_+`lc(;%|cMXJx7L*zc##sZe@j( zN$?SM`rP*27-#vCxRydSrd1;2&-3QgLyN#$k-2{%*m>C?UMVW{>F_4JD1ZFLvlzwV z8r0`mr0|uG&A^#9B~hQfI~CJMLmgbw+udHT`9DVW@^ymH>cFv3H*QHnQuH&t;;VIbl@E1YM*l~L z5lucENfe_7_5KYT)AnBYe-~nGE^QzB6AheS>Uq3bn;_Q6`Z-JX((t?w<9oZd&I`7u zQ#Q6Y1_ytBR4f6X{9NU!w7;6*4)fB~MsmHOlkcwliXc8MyNPh&hgDnY=W;s6U`OY; zX~&f7v+Uua#waw7h6zbE2KM3{7=uKGQj;q4y`CtaoJkZ>YKc`Jb=9NY3cp6K@D)m% zi>wbFUNf*Pca8#)Q1`5$exo`|ywF|9xHK<3*CY64c8gl}%WV zf5D(8N6P$V#f;=eUZRybplwQ1-&ubwi$MEKQG>AQrri^gj!z-&TJ?mwGO)vj)q*&k z?j!@{(n&)XLXGw{X9ahz$@(o5O^r=nUYG`2wV95~K;)VoyQ22H9$N<566PeU7r)LR z-fB{f_=e_D`1rYEhREU5(5-OZ28VZB6n&b&p9> zE)n#6i<#x!XnL7V0(yd||Mi=E!$6oA^Law3$)QRGbU$*Muc6LQlXY)(n!xwDButg` zoFTkS3Yrd5%XB!DpV?BK_k?zq5^i81hcTh4Ip%pTi+h+l^wNF+ffTd)9z)JDchB@q za(?&<&5`_DY2)SVyR>nK@GmunXa{P=S{{5dLf=3YsiEY3ogkRAQuNBGXElqQHe356 z^oDK7skZ;#gmEA830yfX(3~K@38Km7gWA1G~9!R(1Q024!d~ zq%8!E56RKY_r~^=@$vE5_7S6N>X0)${Cvw)0rDSU8Wk_XwduE2HgDW^?2m;>7*Hbu z8vuP|-2p$slCECHI~-GdI^DM)^OKIOJ_)Pz{D&gvuL^*d5a>1HA||e7=2XftB0Iy$ z&auM`z^AjewT+V~eRqA950G15Hxcx*bPx#@Lkpw&$O$GdO*wjAzL_Lc-#|%XZR{OD z^I08~Ak1Y73aD!Qe5bw+`Fikt;J60cF{e&+eXIM6h}Qdb<`Dg&c%uGVF^9x2J9pK$ zVceD1@FIpU&aXaWGnKjv6Ip(TE=Tm6{rQ^KW?rW7KWZ zTygf!>5l6#(fdbXNIL&brV)Lan)=vK5jq<|ubBMC`{4#7Y!W|5W%-&41`rw3-5%elW83g4YmkTBVG^fybD-M%!p~9X1}QwdxBuI{T++f@rXM)3FfIls zP~hr5sz;X2@22f{JZl?Jl)d=r*f;t}jNJkrc-cl4ISG?E(LJisIVdc4@7Q6kD*6Sc zZ;kgx5%jrY;Xf=G1iAGq%uV~NE{Cd)uC0cbvx{Dhap9Q8rxN>>TKYH>!Hp38nHz%O#)gm>PjP&N zBFt{+Z74I#bM@-StVN58Sp>5@^?nNW6OK7y_25X|=+Ua^h41nkm3NEPU(w~W+(yS+ z&&Grh>9lm=VViNWsi+5qOQWNh+JIqj79?3ORJrW&nO5f4w!5l2MNqL2r5(tyg)pNFq|JpcOL0B7Rf)R&JV$niqc7n2yo90ex z2e)N1SS3CII*r`ZQ@4<$@4)1fdGoRzC^b%ja{n7$ys)GfrNjitELG83$3zdh7FWsp zOQ;cM_1GeWHw@+Rzl9okfF3}nFRyFY{*VSPubLUdJt1bB&Ur-j{B^4JHOP^B-Gn*A ziFZRY1}FnCM^YA+d}7%L%FFu@;4~56=fIi$VYd}StYJ$+zrEx8eR|%#o4e5a z`ZF-HR_{c*14X8B#FUV)H{_aFfI>2Fl=`AuKk zm>1>Ivqx5N1C_DAU+a^e_iKGqC@g6o*L$*zQbD89D>NLVJS2hG;YUvAQ6f&V@_paa zi7>dwg6HDe1Mwh;rlG?z)0o@ui$*!HlzsN;x*V;N9R- zj;(+b&38tmy8p%6TSs-Zu5H_-bazQeH;B^RA>G}jw19MXcSuM#k`mGgC`fmQbcb~K z-MIJK&))lWJ>NUN@%`mkW8oSLev>)xd0oeOoMwGF*qFOBL|7Z*Vho3Hyj;igUM2ox zceQo*<609IcW2{FY221oCoGbH9} z$9ce(b$huLR$Tm8=?oA-U|{p}fA|;iQG+34aYr^2^QI>pM<8y}=X$^ZW)vBSFn*pq zPDMc==+h=fu7?=I@zby^aq_P_=*Fg6Rb>w{8&u2)C9lVw3_wOM;_b_$=~pY)+@1A*$Z z^1iAMYhXBve!RcjZV;=n>-G$+Z+Rye1Eb+2D;h1^*!0F`_(8B?wYSJwns&=oiFyawk{BB-n8%v1CC?~+7y3i5{7o^ zc|64V9?N~<|xyRvDw*+TI4j{cByOdXH53r%Ixft znZ-Ka&nFafZRPhUTgP+$1(0aI`mpLLqp2erq(Qv(tr{$7DPh%&IX4|oWDM@R3_Z}WKIwp5_0n-_?;cSJA zDoP~uK@}$4qcLsr*@$Nkgqg?*ib(mVFFJx*J`Zlf@Q;aNm^GO7sD}GJAykvLt~C^c z#mmxL6j+{3A=pp6Pqod+j?c7n zV&bYkG11erztHH?COE@wA$|8g!0S!;@GPsvPE*8Xlh9CcgfHc}FvmQVdT+L#vm^K4 z%un>lI&eQY`!#>#$sbS&6^g4(KZcMWVzX)Uw{?SS8Cw$~j|2*9 z2Z^Uj)Nl&irFFaLPoq`Tn$k$P^=g{*5;uqo!@I_#k9X-C-nIJfLjAZP&&If>8@mhq zs_+v}J=R5*te?X=FNr4#`^W|OJkFcv{1=N^%-4iHODihAua{JCpcu6^{AO(Wxn6j* z>%Uut6+V9d>WC>5gW28>NuzP*2<_Gfgs@eyAA3_%jCo!5x9dVDF!PuZnDp`aKjTJ> zze3e$1`EQ;sPQKPpy_aq?Bg`qoMAn~rT#@CzIwt~?u7gu-{h7;<3ftsN91$wYO?l~ zc>MUd)%#n~kL5zalT(*FGu0;iE~1C7Q84(=qLlV21*im;db8!aCI7rL`@lxl0b^;> z7_k5s1Fy@~7IIw1^o^%(Nm)&e3J+e;r=XNI;`?aU!_=4S--`yzEBFo@K5su<%@F^N zPBdmaDq*+*^BsMiPmt<0yd;5s!h~DoagOe^9(@DcY^D z$gSzI2IL`QNenlE%L+G#o|_DFHr=`px$vLRYYA) zY46T~GPn{TqWTFM;sQY0$AXT9#{4%MU1eeaPxK_E=%46GB{gI=8x%c^khecqOk`w! zd_1Oq{ZpO&5{NaGKmU9l(=Boo9WcexAGiqq{{Qk1SLlQfjQ^ewR#VU){@vej`@g?3 zRTR)DFG8@2jA3AaA7nwQgkO?-bmnA-n4X32sO8gb{`j%qh^t5>ChL@Qe$AOC&Rh;Hesf=94yV{GkMHhUodZg!F1H`9o~KA zquv65pGDwBFb(v~Nera0xJs9`;V&~sJ>6YO@?JV&-z6qhSkC(9C~>LqMp#svYFzD` z^aS(EWcso)x}x&$1S|?XbRIP*YGbR@FR6q3OH1h*T685olgwXy4#S*3&)Y3UL~MQ+ zCx3A7U&^pBU^DdzuczU#B%h%uJl?ax5q$)3EA{fEvItgQ#WKahpO%q2ez!=n`n zsR!qk-|EWVICOj1T1`N%o*dBTY7y#{SCT2uX~ezHiFV0?lYEgEyS=HZr@n%$k{#Gv zm%nmMjXjqS8zj-Av@?6ZyUoLY>D)45mA9v~5hHLz`)JX>I9gV)7|yDYWcpF4DgL3Y zMG%Mz<$=RD2auF*clFkj;g1W{GQBtGJD|dxIyBGU9}1K#Xa!i-l0#2QZhH78id2LcRuTpu7|MeX_m12EHK2h%Mg^GT&Cez8F#k5IabW%lS2k zo0_gC+w+TDT3Q;LkWdE1Lz&~iD5ns>7XX3Kqqy?_Gk#UP^_$^aCZi?n>h7k~CqMp4 z$-|?K9-znvqrK#PYm;-QIQ`uC3p`k&XOqcIth!{0vMuFHV|8I*mZ2v%UQoxJ@5*;8 zt87c@3)l<~6`EYX=ufw5^*}sTdH?IZN|DvWq1VvL-=Qk9*J*HzYw@2^^P;Ea@{939 z&eu=$26j49J~kEXaqW9sgN1~}yAWYl#op-Q?UmAY-fsKT`xGCXX;JFdSEH{I^wwJR zK!<|JWPzKlw1{y$U8$Ku(8SxwhWK(X)#L+t+vH5OuA~LF6uq*1n?rSZy(d@f`n$QU zASq1@&TW}bJ&%R^`%B5U_HvnadDv16hr&Wb72(dVsbF^Zyv9EZpKsi=Ijo6UFD=~i z#igW7TUPWx1%0hxYXfE;UK&R)U(B)QooHn9+HP=jo{^Xrw9NIIEi^j(1hdDC^p`gD zr66kkET`4|6ubb8fFdzTa1VXP1oYo52qCkP5S!7lvFIlic21+o;d|2`v%#+9_ylA; z?7z)}B0&t-;}5s4A7w?_{tY1e_h0B;0zi{Z)e_~}41qVO9dL#$0@;?=d2iZLk&yC8 zy|4U|8MP=Foq;%?PQ4)DOB2A%wt+06zE$1;i8#Mpd6RoH)_D%|Bue?V1m3-ZS2X!CcuZ{)AF;#>l#6^nA(akct!%7%|=Lu!0GfFgHtB?9346A?uO5%ODME|#$fFMT_wL#3miSf+gqAiQE!wmLM&DSdI5{=4UN%4aHE9I} zvtQcGO>EyxY4VyrehkD~bRS=`^*|BFrp1npDT~G*fE`c)cpVyL@wt|z7J7XqF`3sa z)LU3oG+wFaca2*iskc%1$2<8Q47%Z9QWJz*HaE=1 ze*cIWQ06uY5H|3%1Q<#zX}>1J;cK7sGJ~c>=!lWJI*zW=<3~S#6vV-J5n8?7vi^Dr ziX#U%y>er1lsbF?ZBR=&ZD}q;JaKaJ|IjFv%pRPyffmZD*o))!Sm&x=6{UUUm#;Eq zeKa!r^HqCJeO%nMrPFr{`G)vhYlOz3#j)OVfU&Ozd{bL|KyWY3x zD)kczUNd`T&3R~>vd6Hh37?t>#UV7U^e_bXIt5PZ&$doVz|nT zdO!rKdZbUcI{cu!a+#KCW0E2y2r3fxj< zc!XP>giK8-bN+`$*#U~);^N{^u&)$tXH<*2@e9I!R7?UVUuYAO6Si({+pmY)W}DZu zHB`Wl6})2pT&MaJtN=dl0I}TktJm0}&8!Apt)z??Y)9UYW6Rm{CC-J~vdU(eMy4;i zsCN_oZMnms8l2*LlFOgPTUqG>=+={dn=_QFb0qja1HayfNVx( za63R;c(FEwkBNWqKJ_ZLtK4RxpQq{As33sCZltE+ZAth*I(K4>gO_)^ClvFG{mT3wK8__(Bj*i|l^L2JI?wDP1+lws1MDK~U;UfULwm zgg=;h{u9(e`$JTem#b=!4^?XU=Qh_L0&B-`DOb(5&<&Zx4~cN0*`2u9X&kXtr?#C7rruQ4e*sY;B8%7nUoDk zd+3ruGlg7e??!@#sgwoL0m@JUY2S3O=7~R`;#O%ydu$JLSR2H!cCtkRWSdvgb82~A2>eI(UuOY*HKM(KkaHmA1ab)n16FHvoRT#>KmZI%|rOSHRVC^kkHI^TUt&yj+ogJ}n&w3sp5pMc3j%Ho^uP!^jZOqJlmp zri=U0vW=3WEX?rw#|m2a(Jo~M8X8H>U|;k&|H<*02$V0hUuAt@)!}0SzBsj<%eNU~ z>^fUxR_A_h9rt8Pt1%hTAnjx^AjInKS6e<@n?8g8OH=c(*MU26*#SD#qfu5i2p(S1 z*7NC(1O3vkN$3ZX`{F7{OlLmr6S7P6&N?F_#1!uCS}Wa;GTwIF1a>No-~r4(;Kh2Cyw*Tlg|>Y1@p1 z{Vec35O)z69jh#%0@3DRdrHgUcG!x9t|NNT9$hd!eBe%c1b>+^cPjLWQM)cQ3&dZP zSai?*bsq!zkf*p}5Sv1=on)T*J!HGV#)LB4;FLTnnGa+~>2$BLTR-IyYu4Nyy0&9E zufZ!5^&in>z3WQr+4q8`gF3BM)ROaqWdg7_>tk8Y%0r0YU8hzS;Q6oiL~@7h<1Ft}E^I~rqaz?|jeyWt4}V-fkWF%;uT+c+XC zAl566#e6SW`k^sEEojbDP4jLY$Y^`lC^ol^B#nO4p=V1LKuD6r&d1O}1cUok%8v$W zL51;3*ln5Cqmm+u#ozl|5NcNRZu8(2BnwIhl4&80@FJNYkQ; z86eVU;Maw3NtGrg<-AGC=S)6>AdrrA6Q3X1rREmR6Dde#;v>GM zc1GNCj$#yff@*D!Syt zMeJI`fpWw$d1X@_6NFMM*<8}2?@o4>2n!4NHfO$L*PuH%i z&~8EQq+iBE(_bItC+u{e2b$Y1hzMF9LJ}_gx3UC9Eabn0CB;xO&B2u9uSlj!sdzlx zcF*(fJac62-GmXuX>Wt43Jfuzyq(FbCITIG=--b%p*1=AE)C!r7rzD7B8|Ro9I`J7 zROviSLpiD`6l}gp!D`iWXiX!+Qvuvc+Ph?Lu1`0>3=s{1VdSygyes`lzwxX@+Hk)E zh$H!{O6Z7+h-7H-ukOozaH2TtpqFJjy$;&IfJdeS3DDRj(wZZ8$-lHEb&EiEaZ8Qh zhA}X;2realOdOsR&C_KHwYra9?tN@uqN>Nq z&|{w(3rf5AR_J>bxN;AnQHf4a=)z4;0d-6xGy9yx|Kv#8`u0{~4MJIk$#E&@R;x)7 zB0||PjS26k@5&eNad#+8C8q7#77cddsc5ouLlXKuQR3c0bs-6v&d-EXu{8(qA@wvD z7-~p!5Dm@hu=hz`pVFsk`7i8()vN%W`nH|h7nU!rSZ^~RvDb4Oi5c_R^ULYt1LD8g zM-^k(|2onm8QA(n9-Ep<+wU(T%Ve*z6(dv)Esl0U;=lGp42ltVLI$C1qq~Q2VMw?M z@)T?1g&4P%s@&DVV3Uv}b_S_BqlnSQb+>>9X0z8D#zBG^11vR;m zBHa|lwKbO(oo+ohhJDIPdWur1xqOZ!q<(Kg+RZ{}nQh27+)&Hp^G=!78!sxFyNt-K z5?NwT6l0CEpW8uQ7Wyf&i%1t28LBh1)*tkLJ#GmptCKh}4J%}lU8ISvYzv?C7LqQ- z)oRf8Ly3^tM?%B{MVx53f{o;XvWjK?{MgkoPj~$s39o!%f*3^j#VZ<4SE;f6JzzNf z+;e+zPIh0V2&Z4ur)gTP1evx>4E4-Aa4xs+mLkP9@ANBU?a{Ai6lZfT1mYE zHEC;g4o6WffN*>~L4AHD{@#HJL9vCGFDyAyjKmu98X;xBgLIg3&}|;9X_Vi(?op|R0ac24JqPDhwabAMZ5MZMf#?cKfbRR zZ#?un{+%xcpB#*LF+^VWbhna-eXdzBa5b+&?aVTIq(>Bw^H6uRk+#%fJs$Y(e~wcS z>GBz~JX7%hB&%Vh-Se@C&l#ufyxc@#*jpMAqxEB<0^O(*$7Mfcu2%bUT@ri5V4T~- z&%By)A@mQzo#b^+qr^(8rsHDbR{7}0J(cURg6A+ic7V>|q5Mtf;2)(CVq;Wtl=PmG zQ;PW9ARty$k04puE>eujv>S=T$XeL>Z|#7=#Ch_U*BLZHFTS#BDp|rNqq~QT=bvp_ zYd4?ljTgmyl4`H4<|Myh{0q%-8A@=<1y=%RihUU0zdG!kxn&2>303W zzKT96f?FumAL5+a{Sw6#FL7Ei7zhprmTGjO&!%E-jvtPv1Zp!;u)WQD!Sf_sz|CXH zG+Q{{pKN=gB!LLhy1rc#24c-1o|WuQ*njt6%jPHXHP4}0`-G%HFX@7}jN>NA0PU{H zWkU;wPO+2NI!qelSUBqgHy4TBx$Z}B7D|9Ap5!@@M{`75JGdQ=zGa|iyM{Ys&O+Kj zoS`LRWT6^`$Ha1KcNvA~@5oBB9*uW>S4mFldF=O`0GC)MGQ$s7zRuaQuVFSp=dELf(-wZJ-acG6Tl0e!feMOr{uyt#}T2LYq zfAtNb6fy0GR;><3t(w59BO)<0*}MxQ0qAS0ZwiTdw$PQ6#&4G$ot$9FBR$ND@Xzxq zmq{fKo=1oS`0d<-@KH*^IK18HdZZsG*8E|ruwiT&xGRNQe10AMdQjL`iKvcf6*?E= z4?fR&R`x^xBdT-imSg3{!?P~w$r-b}lbEi?2QT?@Z z0(m!31T2>i3-zy4`mBLD;3>n1Scfv!k;LrFS9Jp$ObrVZOBMD>k(U%pwOOCiEtlI` zW%VOpoI_ErCrvf5=e&$T=5+d!i^%Ay{MoCop@9Xep-q!)^R>w zpK1z|du1sls0R~~ctmDO7-3XnFD?i-e%j|s%{9itfz|%sWGnt(1^x!&(F73BS__BM z=ZzX9g^Z%qmk5dWHk|ZaZ-bfD4e~?tH4!7C3Xxu;H74S{FI-X77EXdSo2Zkm2^|pB z{E=R{Huf~fAybFW9HtYSkc7G4h3?BHQlsdLJ@zT;f%D}m8>7e3SPDxjJ@Wq@#G2`=Fl|D z!8tpERYQ7Dr(SIflqfP>Tm}@NB{nFcqJdh?x()E(d^t(&OcDEShSToh?%H1}=scCP zj3Dp!0$A-wfO5iW^LttyK)OdC`(q#xv3o!dlcI**yqlMgPwGMOU&fW$2S(7>GVR&no3%PKLaG>&_ZLECpp1dhqfypyT(!e{JCCnJ};9n*7$ zZIF+^^GNG@4$C;UBCl>27owG6W)hj@RJLpcBpEi@Z;D9z9%&xNwglX!cciVLJjZ|g z(Z3^$lWOP3wh$ycV2}di{MOHvW(nFJE$T>#(Xzu|BoY=qoYZUm%H>gS9ax0J_%80& zC?GY!`2{XYxqjWybM{BX?1*D~?W&YxPY%;9~$G&w1A@w}uRv{B{SjJlNWIdDi zt<{CoEbb*iU z56!i1_CZLT9aV%0$tE*`|D=4X6yg4d@o^X`8VYC0#9!nzL|}IY+g%ZImTy{#NCj1o zuF1A`!Mgj4w|~73?v~uUuWF72UOxY7cd!Qg{2sOw0*XXEu>E%NC_@dLyN#cqtJ_ak ze3IaFk1mh)$aAoEx%<{DdwJCuT#)|J-;PkT%0vmje8fl?4im{Vc}{s4d1&_~KL3__ zdv|1i?U(>J+CX0OVq1nu4he39G^9iEeQ$yTD0TJadK8l)kMYkr`#2*_Bk(=uZWkKk zR^~o|A;wyWX@`{dWj7(lC5j2m@aIJEy=%9i3G1(sKwv5(;!^vGCFS${0m;k&qU3VND>hZu}hb zpUMKpr(8bDp3TW;5BllClYd{1{gvSM3l0&A%|&mVIZj_Z)7Vw=r{r{FEgA*1y_`JS`6UFif|tNbgByxe`0W-Yj-7ujnGBp!<7 zop@)&fhD%aRIKdWnG`w``NNBQ@5Qa&&XZ#=saAh!p)~JDh>oH}M8y;<{2pQg!jQt& z=FCgf{sBMoig_BuGQS+~amh>Pq2~(X`1unauK$GRFkll(Q&LjuvhJT|FW&?wHNX$* zqjxC?T<0s25e@oPiOEPyW898p3i>Qrt1OHKcm~IN^hJa7SKAXqHpKFy$tj7pWHYL4 z3>WqO(t$dcH4C$rcSJ>PYmlx#$ygsN&tt@AMh(h_mB@Nq(@q*5F`s6?;!J?~NXmJJ zb*u$|8e{l)SvwYeUi*szJ@d1Pt&7eZ{0KzgC|IxO{Vj`W!$vrw6&Dv@-}?;7>>#|> zg(ASHcVZiRYw1x+3bUK`{4nA(UjZi~r%I6$!8y5p{3@B_0jAH2?+*g!a=`B3MhWwHYJ)&;H1okt*i1AFjji~{^@BF6q(-!-}8QUJvw~R zlzE?oLl6}t6zP%2^PBnMns`QQHb3~3Mj=biJ}BZIzWUb|$n1$vfi2ZGE(UytGs7v{ zNcIKn>1WhH;_|e~sRVbuKn-XsCF{QX$+B+R{i~DoBi6h+^R=k23W-KE*I}pMC&J#I z>jB!w%;2D{y+&8ykIR<3pXi2Abr{P|jWt2Mthl%6jrN{ss~S4-&X%nOrKK{==-v-9 zYDTzedHnYkVQ0VNCnLugz_$Ut+9v|D$FyGpuW|nn&sUX94622%IyWjPmkhr#Er$I{ zWJOzdB{`e~LPsNb8b%gjscz+o<=fYq1T=rMg$AE$2O7)_Y$fT6gF5&PWR)Px7iSD= z2+fIyPU{Wh7S9tm1ZVaM(B*#9C-@*d;~EtNCOGBKj#WIPt0dVkgrg!Nu$UFv?=N(~ z4lL98m<#TiJp$xDETSWcN!a7p{`taT0o(7FOCAIKCV&2dKmILmM|hZD>+au409*7Q z*Wv&APks^+5J!-6mUc|8$nbTCPR|N1h&NzN`ih*2TaH`K<_;6&yJ?haU-FApPbT5i zZQPgWm%&Ha$*wwB4RMGQv^AY0DeQ|FjfUlBL`xx}^Z?rl#if&+nU(U7yV%#+jngc>-_2J@3dd>rXns)9OMY1g_BLV(lx zq0+3VJGP;kku5%nQ}DLBd5j4KD!u+d9HUw~G26`-n74Kdt!DrB$v91%4lxBqUO{p$uk zHns>hwp`9ALO;0}xsYD&-p{V-6Xl|)O35U_o9#RfAnJ49OtY{Ah}3zp*+QZaxuMHb z&iC^3Lx6l%v9>OKIkQ1{=4L|m9%!~DOnM`85@^o1-0{c~k)CA;=dWGg{biJS`T1ZP z?D%nx7W4BdPnPuBz4^h4&-K$Z)>kNSBai~2>fGA!e`$Pn6P`&%qu;m#AN`9^wy;*2 zYK_FLZ@XB62F~}j&1@_HT2BPg&@{HUZPU8UsfJ}G^jBN;=mB3r!32UhVRY=wjHbf@)BGPK zG}r$>OK9>k4p_HQ`)5uFNOaF#Q|gv|t~DI^O~>Z37bjX3n8VcYdWt?NI$LGYe{mqh zOpsGz@=&%+{Lz;3?-Cl*u>V^LO{j&Sh!$7JTC|W?tKA{f3sU3X7lY0jfDjPG{5Zc2 z47^4+O=u8!7w!Q(kzYiT0pK&Of|+9fEF&*3kB*%^{9Hbb*R_dQHUOi|( zs7Kgs7r204$f2YVm^ zd}j7fMU4$|UhM7v=?ez82*vEjM}xp(l*B@^aCndCUpg9=OIq~|kEG?S3?x-WePRA| z&b*LjSDe6|&GI*Msm_;Dv46P$oYmLEP?4x&a}9_E#VusQOB5nt()06)GN&ZS)rLo1 z`-j8ph&cRsQ10u$D(lB9tSY^7uI(#u!CJQfCTN>``$A)JZEPrV+Z{0lt7ILQgEy_|oOVyCsCjU` z$SzG{_^A_*Ks`rIZ57B9ZMm87`oRTw_H=iE>Yq0|bN>cC%`0a$hzMoegCdGL({GqJ zpmW}8{c9YD_uaedchI-vj9^UlTQDXtmPY+pvdG&MCBSh zoTi*-L7Y#aed)ZxOwK0TgJL2xRvPw$h6~&vUqEo(8557)28Y{%M@Q$#tK#$1$7hxj zO;*TFqdoj3B|m?r%K_r|29pZtA)G%xxLKjj@gb*vPM;3?bs-!wu0o;Uz639ajr2p%-S7rXBO4GMk_&~vig5D*Hl){y!<~|q3zu@yU7wc88zMJMMo`< z-Ll4!dKq7JI%bF3|73-BMHakQ4k+$M(i<|=^C!FXY_RK9)}X|F{VkaWxMiq{8k8+P z347|E7S9V9K#3-#D_iPvzy`r6ndu{_nKs9h7*(u^<45P5gzqi3D3@}1byk#)Bs-|4 zZCE!ErejOu4GfgfH+*68@r*%@n?PYUp0QongH z)sSmSCZ;GuJ(nIF4Ve8!R8KaaPUk&PkJ`iM0-h*H47{EShD-h(^-MQUB3^m^kn*Ei z+Zivi0{L_HucsL2Cf-e8lH0RTsv%_Kv-S0*;bF)9lb2PM6Id-KE8es34dr%{{9uu; z4wjD&A-iJQY@e)JG}PhGW_B6t>YXKJF?>MULklbYBmYxIxbgb!rE2(Is+?BYrINFE zNo`tKKoY;kZ~R9?JoC9<_HS&UjrvdUjntayTlS6B~vuFwWr`3;z>J!1)a!MzEI?nkEo4=2s;Of?+k1?Z*-_u_yC zxin-9r>N#Pd^BUtwm{w5g@|)PW_dzv^fcL&2EGB*0*CQyn58x|)^5$z;+)YPHWVGD z%smVV&kLi0p63Ay+^($+>)`wm)9${U`9s`@#2Fd{@3$h3QLBY;2@|ac$*f% z$>dQouDC7GdFkYWbBhLzw?h5PLWnX{B`i}8Sz~thB%~SA;()ca)eutL@K`{h`0KmxP>m8cJ`1FPW>_qe&y-O-zFS4}v434M`_`7= z9{FlLK_PGqZyg^Dp$+584Z~E%%--{c@{GEvoZX*Xq_aF~FgCT@ z59&J64STW2mPNU&rCRg_=dEEw*)y+BDw>t0QW-$@JL3jD>Dg}+KEKL`-}eBE`6kb6mLWglS*jR z?R($#ouPH1ML^a0w+6Bqbhx8@Aqka%KP5vxi$EUVtapqG!bjh^8JE##uo}+b7PZg5 zdlbud9X(o$G}j@F(U$2RV&9w3Ie-H_TS%8S5wq`JKt~s_nK0s<9Cq@qfkWMt%^V2X ziF5VRNty8b;ZTOk$M)`CqIC&HmUjOsyb!#U&OWO-F6z*Fm9kynIevT(@UJN}OL6BH^rhB6=jRmLW_ey?tae-qS8A z8p4K)LtPDZyuiKr>f!f`Q^?zxjS5$&D;?XJ3|VY%E1MVh>f7nn-*irJ;KKM5$x0H6 z2tG0@@KCYY=)`!8nq)&c=m}7;Y`Ug?cY#7B@UD*9Z13ea11NC&(eCcli@Z>?1{pitg!*^0lbicL230UeE zCC2W*Qlm3Lg?f!iKn=xwA4dsY&MExHa3P>0a2q3;LgX4c7yZys7#SokVgaz`6GjV4 zg#58UiBRuKG%8dVK4ql3Vc5+h>l1--UGAs)$gTZ*i4ay|$zzF7;>7l|^bbO(4`jjAVT!3UdBMR1M=H? zZq*TKsf3gv?f&gR(*n|Xcg%6`PgzRq9?!GE)S2FVNcb)GjiK9wPYB<;)e6ZKcsXH^ zAw@gTS^w(~^CvLonFNX33OrSF@D|@PoQ8IQ9CiUcv-MYCDr5{6HDv}*-~fvBd-*Kx z{i^QuI)<3#&u+QzKUz@1G6-`XI@mrK1voDXb1v^b{buNQ%y7via7oe>?~!MbwEgig z>rm0QK)Loi`wWwS`)kfOSMi4rWePvFs^Lt1ay!rD8mg_hJ=`{TP7ViD-1WRK2d!)^ zhud;8DXF3B+>?~zyeG7t+?%0iy+xLK?u$RQeC(F--st8y3)vp8LJVo#F}hY*iq$Yl zlD=S<9E*gKbdFk`20_n#r@%Jb>*9nVK-1_OJ$42pMP9xvxAmMflOP?DdRY+VdCH^* zmrLMo7lAh+f89aj%gk-1>1x}%x{G-0qHP`ZWf(Mv)PbY@YTJxoH`DDm_5*>RaO0iQ zzLHI=#Qa3i#84o53&ssa0$CYP`)I^?xlF&J`!G+>t%`Lzz$p!hPaJv=0Yd+-|GVN- zVv7N$2HkhkUPEoMB7t9M`0 zkiWe^AU$IFbZt=fQyk?&hgy!Otmy0pejDYfQK&~+u{co@RYtGKakmw-bK;((ywqjv zI=>YDqI#lDYDy*%RIo3(Aw2$n{gEm3;Yi~xO+G%ETMZoUtvOp&w;@=FIQV0Vyn4d% zxEUY)dPpuFS`}Nj(`C_of45U&$NfOvdRppHF1c)XQ4VjGwDs)r+~o<&^EautCxm4@ z>R}Hn$v&Ss1)lP~PVzo#zl?tG{8h0*WOymtu8nV&-)l=;piJut+75x#o58Ht6(eT$ z3Q{`Ti_;Mr*@4&IKlSYv1w8F;5Wlg$`aEp*tD(m8sCln48F^hv^6bfysD+R^bJr3s zM%gDatrL|*`O1)h1a>aQOXcVich+sf_;nK0)SBFQ^bdgyly^^k0tYB3-q2ftk6EGX ziD;sd%SZlIjJ5vy`5e6*0 z#u+L%?+)t`@Tw!1BQxwV-(El`sFM^K!VD**K^RiFs!z{1z~m|YlEWCC$VbqBxKY5; zOkK92*|YeHQl2-C?ueiKl0$M%_f4QH41;!BU`P0%dFVxYZ1LCdvkFA=go(J^t+Na_ zajOlU3mEeEhIG@rH6-5{HfHF(#DiJ+KItYri*_!tbBub{7??n_p?^UnTp1#n#Z=0> z>cQgKJB0G5-(h6GhiG4Jp?OXJ{aWa1ZJ8$w4xwuhI24{Zlx4Q-?k`(1US{$QV?0G- zs*7z;B)LKvckaHnVQE?K(R9vv8glIQ%PO>PJHx5*S#RZ`52@#X&Eagr+o6^x0f;n5 z?PrCqzC-MmRiF1-NIg(%ho9$KpqKWMU#Qz{DZ*aZc&rDMjB5-c>sda%JWLorVH)sE z&Z#|L@ctZUdOUKsX`HNOQEvLQMd&8{i^P-g1g1|jxflFGwX?V=jcdpQI#FHy;VphL zSII%?$>=^{%=j&QWWw%(#!P`Hw3W9uu~hQYLEI-gVpcN+HW3GreU;v&{J>z-pgHh% zIw>2N>Y46RgV!D7vz|mW#QbE!VT{;gzuGNEtxY}T>70x1duCN?YJ=2I+bwEWR{P)< zKblkC78cDV?cnRZtCGF@1ERve_LzxR-}`#waKPZ9X5MWplZauS($sp^N&Iq#_ZXms z=M4x4-%Ix>D3A-eDwIXDa8DRNGe?&h@na)aN<9UyGu1+!n%ZFr5rvG>sNA^p@@bir6{a$Q^ zxBVs3_K9=Pb(j=zLGL{yAm4!h)wdG8f1QY;(<3_fHXgFfHd)J@;8z0wld|sIGvU|$xhV46|QoV|Kt@qQxZ5U#tlRw9SbPyqG9%o)!~gT-JT4j`SEVroYN*7w!Q3)>97^3Ja}NjoI7U@+iB8 zHm=1q{BCPuEhYtm7oz()kt&gD?`IHwYCf9K8xXIw)Y`+0J*ds*shs9#^k1-0kudzy z5gr?=4XG+O{yvZN{5z2jB|W51AeDT9`d)-*%^WAg{5-#x0rAeySu+K#{cLwqh5$wu z@9r4%v19n|jm?7k*MEE-1b2K7{C(R<-_Pt5&;s;A#^=>wq6NV0I9ZJU0ujx(yoZf> zykJ?d2sA_caE$QNDO5Ji`%a4&w|7i0&yDPkymoL%r(B{GBJCNNSljW=x@f35zwp1U zA8u|kCtB0bxcEfWaFzR@U@LI4iS2rl@O-TQe8yp2ec4$w7}d#%nRRjXCTwHc#R-{c zwAOfE&vh79@G?fwZLi5TOiAbSs%*3)gYD_7OQYe|0*%F?;X)tdHLYsK^k%`ISY?gE z{5dXgD4BDI%JkITgVtTpBmKGQWw+&!5J*|Bzr`~B8p zg!G^wJYE?J0a%4Vf1jvj@!FBKohVlFPWleU<3zWjS&sd5hrZCL_8?r>-d+9GG#E74 zOj)S(qzQX-(X2YpSru`shjn5Vku$hxiq9g-Oa|Zxh7dc3k_MW!3)8-}J_M7V=%l7{ zMx!8tfL}zmjX4UgAggn0(l2PkOUGxj;R4Q%pMiXOf#mIoaP*`CGWCzI`oO4l4{-*} z?)2r>{MP3qpMK1}t*0ODF8}9AM!VHv^H~5FZ0)d>LvJ;}BIa-V%%})a35YY%Z~KFz zd3JfqQ?g`_lZ$8bMgPr5lNtr6b4;dm2 zi8?PXp|pHwpvG{w7zA1ReN%Df;jv2ec!I50?^+}6cn_5-%O@7zj=v(g<^BObSecH; zy?rK}AD5@w?SRjNmIm>Ry!bsrQsfy{5rGn7m0-2-Y2S4(ue_{W@XAN5z#q80xs}z3 z@zVa75^YjXiBq`*9Xhb8A&{x%QWX zvR~jBd@?k2eDc^P<#-(qLwVI})P2R)|_38U`N9{Yj zJEi&ZkmcjHLVo$t!h&ld_#Amm=-FoKqRm(>r==8H%Z)Y_+%`?J!7xge^UYG~F%gf2 zLSu(nQOHc|)(_+*?;o(PeN7>aZ1W_C$;7P%?Ki^U6y=)v>ql?+NKC?%H-2+R%@QPi zq(!FJ(>_ww9>|-`1BFJkCAZp%HWOHyuhmlz@i*t*$F#02 zx!s939SH2t%KjYeGqCSY)+(ma8${ot^|M~c z1lWtMef8Bm|3=0quiyaVcn_-XZOUWUT@kCbcZvk>OAHQb$K`onJRQ`5rSdpfJ5p9c-G*1qL4~i3BUa?bs?jOODYv9%JZee;t--s9Y>S zQi^M8gHXO|1hQX7qYG2CCYQ%k-GkYv5doGS6~j$kWU=2a8uKE{iCAPXwvN;B`wwwV z1(Aud=o-Yty1?5WI_;mt3|Js-<|23!7>0muhRwtCs0zQ?qsg%M7sS0UQvorwuDyNk zK}09@*C07Mw(JgU%aD*0j?)E0MZ!WoS z?DQT@BsAgb_Md-=cTzF%q_`Y?A>fno-fnfL%u~v~XLOvTuqn)gd8qA}mh;yC`B?kQ zk~zjZ?iAhW!IuidGT&pQyDdhlW;2O6B3w=Tort%d)(5&;3wS&nJe+>G-n1ued&wj> zw&gj}!f)kHoC_VKNhc%K$p@#chP)yj%0mo)kju^=&37twg#G}a-lJ4sjMpaisI_xX zwj?KyTXUA^4ot6fXSwC+)P>kq280}WX~kpkdnrD?%*_9|r%B^YccE-vq~`pLk;&)< z2nP*|;AVC;DSklY91{HHd34v6IeCq z2*vFTJb_kK!_R4v5JTV1MXsqWW>(?8l*E{{G8xY4Zygr(x3!I{s3;vGASGSWNQV;AA;{1m-5pA+fOK~apoGNGDJfmjIS2^S z3^jDWd%ov+pXYm?_nhB#o&SG-dO5@F&;G2v_FDJ4*S#iokJv_4O8lkqxwvG4HL70y zYlnzR9I;IAKD)c~g8k}t)zy1am z-rWZceTMlVsx<`AN_%asl}-b{fF-aD70#E(;sEG<{a$OteX}6{JmJfg_CoR(1igdl z|C65n&wB7=S|K00xGElfZv7zfcJEXBFI&vP?L5&v#D~$@`0a>R&<#BYqLew5mi-Cv zOGnLCE&n<${^xY*Bm1jX@+^Hl0fy9nkstrh0{(aIoI}mY#8#in_pc4$-~Doy7d|Jt zw#x^1hnZy4f4!Q2g{**2MhAoKC%j#`{2zU5xCs@0 zc=dPD@%$&Y^-&6Jf9iu|`hNrJ{p(%%xFZeT^_(srL&|?-{dB19muh`h{~vwJl>@x% z?fD9>-haKCe?FQ2{jaC^VEY;FnD_o`q~pIo_s>Y?|9{l}*D<^z_&5R4{b^S{0ilTT znT%YvPN|{zIOM&`Q|~dz-T!O{Xp3&RIAjMtb|$ke`{=b4!uSi&3gBDUcQBv*=3DSS z=&A;!x8V$@F4BmFInN4^q&MJ-owkbZwW1kxBtUd}vu^;&Yf8a%^ySP}6Ty)`m9~#A z8xl0Y&(VZETLLpumjGRFiM@U~7Gg0I=GSnvo#2sloebFWb144}s*PJEE!XF!%$iz8 z_i919{(Z(Ga}MZs{1iPJSHD(iw=`#tN|BDL;AXYi?T2FSR&O;$vqiC-C2llK>e$rh zChGL*gA8aVH^~4)<4uOein{3dCn=la^3S^FDQ3T_rwq1$I9=f5Wz~U-6!)*mMJ@`@ z$^+88cIxL`hD6s;*;88%+?Cp2s1G(!($;vtO>j3Nf`5Mc3N#nF@&9scSIl>&I3872 zO|`?_9Iu`6l@oR2oY$zirrS2YK*?gA0A^qkj&iL;r2Ez^ z28GU#xF~M}Isr~~D*%PN9{l7tEbUG-@U$|#0iy9022+*d=7~tAF%zH+<(stv^nZs6 z4L9D+U8)5z+3Z$(!}kq(SpRzQ{lZZ~>MKo&jG2#H#$CC*Qfx}<8!6XEm96vUm}28_ z_IqMz$+k%dxsd7BaMu}cpmNCF5DU_0hK=(J{AY#DUf=akxV<(ek#>2aOk=h3+Rw*0 z3StfOGYiOC+_%&xOEf%g^7h7a|^}X``HkaA^L6_;vNbgOe@5c zJ5Up6*{d(LlCH{oa0~$H?j1*pw9MmTvn&0~D}==r5Ad@0W(H17KyGy;FM2S*bKTR5 z06-T+`?c5ukPMfI4OwJl(mhpy_>M9yj|4mP%z|FUM*ev74E zhhDMasPpwPc)&VvKx#Eu5|DPa&ADv@bo`**%R~HZ38edngmhXzJ`moK;a{5xLCc2o zD0swgaLw9QYBby zbt-#2UJ~5Hr(wH%VA#X*I(ZR_w%$VeuTD&6mNZ#0S5fVAuM<7Zh+Hf)zXomQxS$l`Lgt z`-d2J&KOS*goh01C{8=z#ATCJCr`X$ywxM!;$`H0b$k|kZDlxfupZVv!Mss3JrPl9 z9ye?&ae;P6H75U-lKLF|o^kYbN6D!|HSv2Z_*k+&HUIYxcy{6Tt8Xsv2ZcX)c6xni z#*gDf%BHbj*uJh0+%R@8EH4^&4y%sK_BLD7x$sB#?3f=jGDtnqO@_Ka+V@|R)C@77 z_0f@UDA1rCy@Koaa@=dtI>S(jls=BtX)Zr!@UVtE$rZ8TDtSE>2|G-ezCi$ z+QxIXLWFuhztSI3*R_u|@XyTqWqf9RBx{GudxbWl;W9qipWI}LjOBeIyzc6!G+SZ? zM~i6wq@*ukvn{VXBrUdGcgqAT;55fj$&Xo~aq4Nat|^Tmn$1>8LrIzi)Z3X?Wio* z-4Nqs()EtCg^d=bpO8D2SX$Fkw4#}(c?|7RR^ReK_*4O2t{2yOOOMv0KQy)z@iOoe z#p33N4t8EF8zwT|7{%9gshapkE~l?}aa8SuNjHsfhG~|C-)G=>$PVZ|YJ1&ArQlDG z1^ZR>C-`+J&wbwk5|bKJ4db(SJyE1|Zw5f1(15ETv@yET&OBXQsm6_WSwY3;Z0PdK zw({qtjAHU*nJyqN^u)kf$LDPLhtsD>fyeZU)c*91j(1(`nzQkw&qt$wR~bDn7BCzB zs7){Mj5K*T1G<1lw-eMbERM^=K1Ynb(J&AR)Kd&E8TwMUb>C+DYm?ICeF zEbIU}H!+dsbK3?Dkq*oBjLe=rJkIeS@3fHmz+hVtf% z%@dy$ZGUZXN+2I7yZ_Aowwi?8R=3iIx(G4V<6wW_3gij7jC^?(}D}*JdkuR*Zovh;P*`@t!3imoO*tr%1#)nMwxp2!u24prsd91`0!51m6UGF|B>IH}s3Q?aa?}Yb8gC_4&U#YCIUk zoH@PSm*&tsWA}X{Z~oy2rKM-m3}Wn7$t6Iv?FLJz44tV?4=^^GPWRBRdK^Y`J%Wb#aciye z_mEhN0Bb8_1M>Oj{?BCg>lvBcB#MIgOUw$)o_o)D%zM&2!)z6snK0<}A(RD2w0RtL zTv3q39UE|yhuG3n=tsT`^qgzM%!S< z3!FI8`5#qYjW(T5l3wotJ5N5gt9)RG9)EBgB?VJ!6QK8%BIge)_lR!=oRHB_pgzQA zTu_^RV(U-SGW*R}IHM+x30N8AINE|ir;pCMzG#|^w;vL_{cWm%SW58y z73`9U89%uKnR0hFmD)xd_(@ugf%UeSN@9f#mrwO}<|MTGJh7L2eyopJOdaAU2Tst4 z=9sH{fAP^vRzL}G8yieP2Mi7X0;Q7;Q*JxHl!tFS8uhgGKM2(s>tv@ zSCxM@Q;~%>Rvo__&lZr!Iov*2&-ONY@_u77X_yzhOX6rYd9Q;-$hXotKtnS9Kr_&> zxLls&@(+EIi~w;eJ!Ig8cf1Ig2RJYHQYKv0&G^!YQh?3UbcLf)^C*1+5^es_?KLG0 zYXlpW10DzM#+yEug7ZF?z3lYGh)P}4iB(o_fv!U{BK(@p57(f~u{%^5$#+_2j7`DJ zYJUCJg&<#8Pf1Eg=&l(`y~v}O?hUidaZ;dVR%M4z+YZ5~a$9j9=F_wq#f9$&6G#&x zMz?V7po&=HdZ$fpM^?JQVGs}~vkM9)c}0+kGIHsi)~)?9gtYz68N~E}O-LeF@BM5Q zTfwZH8*SK)L)SBddTB3#*; zD{LmS25Ph5Ktp`o(D_*R^t+^PN(No-PtAD;Bu*y|mCxbp-aM!ACCyy#euVVh;Dpj~ z<^mHD#x-Y^_krDC+(oKIs*aKxpPzr`Ud>Rb?>wh3*fvzeh3QjQ=C!bz(VBI-IJ2MB zJyt_qB!u&^#Fs02J95w`qI7n}qS3D8&$o4w#dh^{IjWCilVs+r9|`w(HLvUFAL$)N zRNH8Stw4h{$2t@nm>)!3Mb2ngi$+CY?qSP`{uZvX1q`1d{daRKj3jYTafbT+D}|ew)-j+{OULGS?KW}*Ao5~Az#enN#tV;5eM_p`2Ld-KP8st4c>2doD)>vAv3@+#3 z9&$4&;SOV(uB-!DxP%p%9POHOl#Rzx59GrqMPdRTwx{L{6|rG2=^mzNY3M=Z^qqU@ zHKd6Q~w_h>7NBwN#0|c1!)#G zi%9xI#&2031V*VU8j`~XJQGwuVfCzG(=43^ST=fWymV&6+S+try5>^w?+Uiaz4Qp5 zY176KH=e;I%ujrqrbISYi^^R(u)A;ctRiPb z61sRV^dK(9P{1}h#^p~0|0)h&d_qusc8zH8%x%JZ$+>KmbupTQ?L>vJZ!({hgrf?M zKiQgXD}*ALj|u+F8uro7Hmlca>8Hz>xpQn(?mCzg$TLRsqMFcmhviA$m-J#OZt7}; zPJDgS5V}t&s1C>W$eZh~a4s^=ck3y&Vzi1fQ;Gf}a^~1N!v3gIeAH^Q{`iXFOy1MC zU#9U_+*gK$#uGBP_%bB5)!v_amK9xdj%+NmwSpsT1GDYA-(*`3!HV#6g>#|9pRBcw zzCckde?-zmbDh~|w&L18!I`yPMc1DB%=++!q3jr?qKfvApIy^9Tp{$0j6Q2X*&!Qxw=G22^{oKie>AG7*@~5v7K5o#EI$0vSPZF?Jxr2L7 z=&yukG!>w`Z*HW=N~RYQ6Hs z^d~%=mEj-VOL@=S+O8|OA6-3ekr?r*A6)VmJ)Ult`PD%cool}7V7M!p*l=afdPjJ> zDsD)Hr)XkfX))7wC*5iG&mSj5jHnI z3no*cjr7M2qQVx$em|Y1;ORJ_`VXH@$SAiyJurqo=ke0)VS4Uh&8h%Z!Dx4!OVBa_h+EtLs%!Uz74;Cs+tbP17wS}QNl<;$a`}Ab8)!NR=KVizf z3fqV=)*O9Io8QAS)zPKa&-OX9=9e0hD5d`}IkIZUht6tC$a*U`{^PQ)DTi|lBH0+- z%v)_YH(nQFSYH1{q#y48$fxp*&%d(giPumxdoC1np^$<9+>D%xG z{Nm}~vo9cccro(nRf_AT!gm-(OewN5Hd{L2&r8#hna5Xou%tfQxY*7^yF5yw8JCRn zydK8Z_z6R~uY%@V4#jiBd*KN|pJn7zA&uyjbye*+YOa$xu-TF-fiTE$eCmEb zZ$F`#xwjVZt@Z5XTE-0aB}4o}>@2K+z8AK{!CTTyo)4e$5D7b&OT-`u2sk0sp-|k? zc1(1_Y?*@xXWv9T;(ZpMMj^CAd7^Gxr)L)r$Ec=j97ZJMG8o2)=auHP$FQD{Bm;Qr zpy^mO-qnr52`*{0{>GrhyOB?l%V%p)vtPwrk;}g@oasVDhH+}S)8N>9zUf&@Bi@vb zDDrdx@ZaZeKPgd*1LpZnO+4V;NX$gPfZ0PbmgE(frMbFDG|IbhRnX&SGm5E8Jv+GP4iBjnt5IS&`jd>6YM%kPJeLKM6&s zciu8!EeO@m?Ngt$FY`-!`-8Gzn?|WVciKwd*#<5rW~){n`d`t+C-e$}<3yi@jebCk z`Y!hA1IkW4Q%IPGDu%QZc~5(Jm{*F*i5GRk z*!aG!ci^i~kd!gZk$W{Z?J|cl#nXhpOfmFI0p55W{R`w7r+bS~7~i=R6btqqx26v# z6rL^8l-dNT)wgmgp{aeGRN)Fgd3;2?*-iA57(N1pu z!l@$|ADa)PoOwkJ-bF~(&F;K-U9_B7!sW43IoYIY@n)FWFCLCCL06gPJsiCI)})P}^34L>U|h^#&L(YR2!nqY!63hv_(ht}m*j|Es`+d4;Hc+MINMqu#XQTz%@BMe z3+>lUVf3E9mC7lGXXG8Ic9gJI)&0fW!{95&hWoS;dg;P;?ZVE(?z?6kU*yLKwgmj+J41Mwn;6PxEIf_VPt!sOjhYE0c;Y3CWKP4=fj~I?`pssf z-c-B{cyKgak>BXgzX1UiR|3;0>KHb!;;)oH)H$PZUh`3z3%m@NA;6G?^gI{rI-RiN zh;=|2ZQnfR%;hEv?rGj~S_18b*T%qI?EAeH+sR!!feu?B#4KC; z@=$~eV3;P|?$a8t8$Q}9Vmx(y?)S6##N>P5RlIYYMIYkLsAXiivyHTHh#m;SCSAat zT88Jd(SUp@;Sogmvg!0c$pmpNtir#-ok_!Dw0raQ90+9vHHg{R%U#F!5hrd?{TVOM zu1Nt8Gop5FXh^QfvzYI$K&ayQ{Lhm==iK%sV4dH`kwiYBks7B7M<&(oEJ(}E`Ysh3 z{0yyqZFDQZgUm1B4jJQd%_H8=64~?Oa(Y}ZIa(9v;W>>ljMvL9m=ww6f03^K8=*ad z^8}#nL$A`A$XA{$s#Q{}Yug3>F#=saCtk+fS^cB7mP;KWk;()-*G?o$9rRdF&@v|8 zSF`_LEdbsUiww6!m8noa@8bO*E`SvIxPlRS2+B}%=4p1TrcuMW;*^Jp3nBx>Xo;7E z&XFnhyq8F0oOaN$T*_x?I=Kw2xugyuGBR|{>W&~=uk-X%p|K{kWuf_iMz+Vwy%^?1RFCR#4FFj-U{p46>(Tv(nPX>ZJ>Q z|31eiM|?zQ33Jr>N>7CHn2JQgxOtjB2m;w zo5*qU{5%%N*!+ndgPV3b>7v(1-X{%=6af)PXveEusKVig4d%R?wWc8!pZSZb3F$|b zNnh3~rnYK|;@xRk6-FF{t_FPL6HLa1=Vz-@7R8d_t^lqmAA8ggnxI<*?@hk4+5!P` zqGsZHmvB@IXkNUagL{+qm@lZG#~*f<-LtA~YpgoWjW6vokov53HmSdm%8VN$=%qNq ze_?xETVqHwWHl=;XXrW(*BCjN*HM!Vpfc&MH`ZK>5X}%T(X=3i)xfQx`tyDEh~N_j6B4O+p%yD|NOQ}y7=YmYk|nll8T{DgvM76k*z`gzy&}XT_p+c-lzvO1pYT2uL2zNekLkvn zzs%kLvL89I$?D1Z_Ej45?(=xy)L4>)po?RFznPC?2<*?h5qbW8R5WJF~TVI`{^i1=fhXJ`p?waU9rU)yvE#401Pk?${qCsulpHCtzw4!8pEz+B*_%v07lzk>WliD#%M-psaBF*#eAvp_r+zh$yq-s2OVq?E$l zX;!N>jJgH}M*o~LMP0=(R_pWJWqI0KYzdKD`N>kyTCx`dFr5k9M5sI5D$uHe-|?1& zHo8MHjs^2Y#fX6QH+CPBGsuW0tsm>?2N%+=RFR@}U76-=Tjop0*mBPhVki8NI08lm zihww2bHSwjvGpJ5kI;q!ifQb<5)0$eMK%kmv^_$7-&IhK7(HXXp-BlV0UQwNGt*KV z1pS5L$gXmtOpKz(RM=+hCoFV@mLXl?2STt=YFWPNxyvxtV$9&dCXhB$1sV%2pHRX*3%9nZYFo@>p zg!Tg6f_eW}AlVBSJN(vgrBKcKqhehPVz0437O$(_EL~w{=5x~p+o;8l>0J=4KtpF`Hn=;<5MO3DGrugLPw^VN% zhKf!V09*jFsG-@A9TPPnt0-^U)=s3Um+c{ykT-bpHXrdK*HYpOWIEyg+Fg7br9zYm ze1}Zi80Def`S<=>dtXo#xed7xlOVoi_AsenK8t}A$;f*ZCVbqbrwN+mn#=`ka$Mcp zg>3W+Q@nQwki}N7=&{xjW7G<6bXMukyu8d2O8V!CE4msB1P^pQ75rUNZfP9Z@huc9 zGGFr6e3Oey$VSw5o%J3(5ltpCl+x%&^L3kuqM50f64s8|boKqBId>e}S-4)?We^Je zX|QYRVQR*Fk)fHCT7DtoYjh1XajS3SND|%EGu$;M?W=S-dQ0W&6J`qb>{iNm+_}yD z)??L%wyILJnz8nJ3$4W5P3fZ$y--aYuFJl@+R&!uUR76^GJ-D3{Jr&&*^xcI+ynWY z%3T}TC$l!v7sQoCs;_=};CJaq1tez!Cy99 z*l56?W6$gOggH(wzm8|-uC?ZsHF+^y~XJiKIWgo8O4blHaZ64cNn zqC-vPr6aF3Wi^&3DB(^r5%z+$4`%Q%LYMST@$qt0bS?L-?zc7OFB-xfMw&jFbLjZ2 zrC2~|dRPoIN#Wvbz6mcY&_(aS%372qW_R3Sao-2AjvC`m-CX8*6q*nmp00&+x2T$5 z>(nP`@Xyxw@^Rv?zwseUwoIEuyM3F++WM>YWJFM4D~#;*AB(@yabMuxL7er?#{&Uf zrcVDTR!BAe4?r`gWKy!>$G**WN9SS;xn(M}`M}Kzbn%>^ISwRF3?^^q{7QUBe%t0| ziDV+i*xVX-v-K<4`vI)&)X9=!=sW+;6f7RJJ3NvNTs-mq8=RbYW#@dHeKS?$B!DIA z`Zm7O%Ia@x_%}q<|K<~8J-B-x`vIGh+<(OECBZ}e){94#%>Vpbs`oyk=zbZFZ4Wgl zt1YlT8a#LgxLZ4bJkm4^3cp_ZwN(F(`l>1psGu+^^*^UvcTha_22fQe^IL;@l^BiD z-2wcY9JFpp9Kjqp<>R`idoTx|ev|W*A@5i0*vYg)fZsl|L$+}G3MQ16F^OT(^45IY z=c;qO!1Ik}Gh*sAW7oSo!*jEsIYM;5gK!Id!z2<`)pE9$xnKvz`Jp-;tx_(3a@uPM z&xb2&K=pxQ%p4fpyngZ%hV*WLj!Z^cs8!T-;FKhr(^_L5PviBP>C)E@{ z^TOHC9C(Ud5-1R(p?FZ`ef0b$!@3$g1+rkl?fqV8(1R-fvJNsC|jUMD(cm z!~()&LPPUtd+YRj+z)ZfRq%eyIe09DXhCXwQ&e~6ck#Q@+7{;_X5f&}s82dkYD?OS%b zrDImKZ32d9k=>F7tLbwn591x+TJ}O014?a-EovugQ!4LnjfD1M02wxC6bDcgD#J&Qk4@1ep(1zf=?(1~YO&tl`4h~B>$l(UF}PwSsg>5VC62u;lP1I-<(d1axf zjdB!W83Y<5;6>aZ?e6gHuYZj?PvG<*EniCE3=f#_+V3QuLve(!L8I$3eS`rm$1yc4 zt*K-ekh_BqF+?sBRF1K1ztXOE^Vd&U>~4zpR6ghSspoi;s2o;Vee%it+9|90r2L$f zsdK())Sh!OL{47HuXXZidVJM8iPZD#YKuiu;k+6$0S6D_Ip895i>r?b+Bu}fl!T#e zxc5wuRkF+W-9Ls&u3VeN)jfK*F>YH9IgeAS{49BnhIcvXsu zd=78>WlvPI&oez+3~^*|ZxA+Ty-`7KqVx1p#=H3qh_)G#%(TL}W>2z&fT+hR7~fUP zF>9}P^>A>#Kj%T;C+?@uTqsA-m&rmad_V^rGWOI4?iz@t^PX1Pu%mTS2B=18Hhg(^ zOr|2mrXVx-5q-gqdY_Hotnbmy_D?t1mDO3GN9W-4x^evlV{Wrun^|f{)3&<{wu&#F zUa}sgoWhNF2JVoa7``F9od@zPN z6<;Kw%yb-RqitM7EdPOOqyRQ&)hv*szib_QiB3T`bNUB(_pxNrb1>=*bsz=}r}nlw zzpVuo-};GplH0igrU(vJ*j?rkM(Rnt4f?~CQ#TbK)Z*6^CX&xx`3fAm#CZA$@kRY-tfHYEnRRF+?S*n{;nOaa& zI_`tw!Vw1A-sxSApXKDQvh2%G;_>)Y1jHm*^I~7&F3UtA3W?K85xt~1jT9~eToD@g zvY&zY)9qBUF3nTKW~~Yav6${_BRAl8tx*2hKkLgyx&K&(i0#|o+Xer0!zrLZfOLCMJl*! zwsOFw8O@v=W5zOj-S1C(kUy7TB%@OM?Q>x54MVN2v_=t(0`=_)CMa(EZvQA_{Zc6F z6G8mP>i2)H&{(yHr2f{EI;3xZh_CHCbFpXjnQABqxmZW9XeWDkLH8YtS_-_w!#(#= z!N@n{0s`M1>J~reSm-7sUwt|_Zs=xy2dwtEkIx4ElM*O6Zg_Gzj72^2aXRFF$bD%q zsd&C@bTyviKZNR8U}O;kg232z<%Z-gRsGDz`HNFM%YO*9Z+n9NZ8HZCvf=5M8Aq@v zyckUF1{Uie#{sUzN9ar@WX0Z(V)^JgaVpLp&onKM*vT-MaBbY3JA<|WRN{%UcYSv= zLc&|doYvKB7Oh;oB*=u?!_KsZf-$pfF2Q@-@^4Yyiw68MqAWY9bXCWJjz9jX33jeM zEoVO+&T%&1H6Ku%6d7I>Qe*qu3rssIa`Hg6zq$5RQfoxr5diUl#i1zs9nr}{St}}P{cxYp9GnKtntqD&ai88=45Cs>5Z?r<2pVbjP zhZt|i%){%R1$m725u%m$TO^CKRXJ?@NRUyvKY-9$2G5m zf-Vr>y`zSOtCDx0xu2qL1B*(wtBgW)e>N-;LW9@oU#5Ri2azuw{CM5_%mA?}BYqx} zSuj+L;P76=%yo{R3&5@8=DK5HL)z(R6_{b&2a9vp_?+|$!04kkhe~pc+#QjV^C!}l zPpeNXOJObWlg;cP%1w0Y6h&u5dH4BM&ot&EjD<1gqjqt$*F>KXjoXvPV~lvdl) zVSgF6UcU+}6^ZMYxt{js6dMrHPvY8rS6u~N&21;x9+^Qni73&U5LN$!IA0PRzfCSQ zxc1V;y*0+c-zY@36o>ATb?Vd{ue$-Oim>TZ)7FOg=eP!mW)%DGMy|y^;`!tQhv$RU zmsQ9gB)Y8|k%Xx4$}`Z9$b3PIB{z3HcCpika0=m? z@=<-ni}Z}&WniT5N$;z)k|BRVVxa<#CA_QP>pFp-bzOZDkp9m(N`QLhKK~Gv9kOof zl0J4;L9k5X$bnG@vCIl*WRK zV&An3Vj5>66Wl7y86qgqW==A^*SGA!u)CMG{$ligZdHRA&&59_M`WnRJF*|uySaohe4ioBRxQwE<_K21L zKGD|Q# z%@Mz8)np;d+z%MtrFtyxx1>>Xnmbaz;?mo!QMapi>nkyS-|J&1I<;B!SLqjJh*tk) zh|Iehn+!%5)C?7}`bWfK*ZDB2MIN{GuxI5bG0UBOVzO|9dUhF5Uffqm;FyfGIkQ@k z+*Ph3`}9s<2Hd7wL45j5Er+?5tnTC;%{zWl# z&-_`NvH&adiU~Sb67C|2YjjwqlyTbOsd?HVIBV<3anXb;{*ZN`mRebjq2>XwGGsW# z-+KZ<)p7Nf9q}mDTKlGCx}f*?XCoccvS`x*fxxz?H-6LyDrxKoS{o|lnRrwmf&AwF znll?2P3J=KM&^BDJIE*cB27seI;@UD{`-4X9UmSHPDVREN)&wIWU%IA`v5lrT+>Ld zQF(MGJfrugjtuA>l&+rYGs=tSCRuR6T1#c~Sf-vMA1)|Y zlg0Y!%S2qQBsdsc4d-E+Wtv0^UaHLVOS?`R1rg0z_qst8dnq$wZ{wsEqrGXybxaSW zyRvQbL+a(r(q{I2{zKT->wiETYcu2c?bWlyyveyMpkljlTD$yCJaZ*=t_+=!EL^+Pvo6X=kYZzIP1;#!5C7>)_Dd z_jH@XpZ)wpJAoDy-H;j43RJJ2n5{tEbi0F1Od8*<223ZD(MMO%GSTQmMI8K3R5+^4 zUM2k=wavs*?!r(0yP>hQRqAcm)L`p)3rxpv+s5#qa`SXLo3J(M{}W)}Ex|{aayBYM&X=ourt@N!*mqDq_kbwCSC!CxUt20fCni zl-_g+_(l$4vR^s8QeUW1wuPz6!RR0&6&z-y<(aY=pUoQEyv9E^etf|h9aYFFx@HDk zLzF5bX>`wO{#iz0Q1LMSeC#`c4?P&>5)%~!0cDbx_+8<{gRneqz0~TlMt9okU&iP8 ziRhPo2$samUsK~Qqt-_gd2yHRCX|D}l8!s!7aNw?RmTRpev*2d?@K?`)c7iLq|D!h zA?n{1dis`ggF#Dq0wLPESMG;|)>y~)>g{2p4o29|w{<^sfnf77Ae0}%SwE+V&fkwL#U}7aQTZnZD6YO_yVc+w59o6_)$Qd-D2M?i3Fw zSD#H@8Av;0v*#4eUjHUld)+{7m5lYHmD=l$IXH3GFL_Qomk9-{yG49;&N^-v{wyNe zcu>ozoE=2vTj%`v$v@(e;xd7ZEY6O+7QD+Mg@q4hhrGgz&t_#l-nJ8Qi)-p{i21HB zhHWm;;{-_@0aFRdE_M@gf^kDKe zkvr9@T*s&VKizAQ%pbKOhR~JN!zKxX@`IG@xrhzRlmBtwSvNGQ&Ec?{&549qo-v%Y zV1z?(^j~sitQX}k!25ci>E(^Uuo~+X^9x|X*8wtLE4*h~fmB`(UV<8@PUaji0M&QyI}|#1V>xIY_-fq z+RX#4dai@is3TRGzGxzE?)9v}V#e$m-<&-iD%=39euKbJ&FB zO);IM9_5Z1M1jAflI9>hwoggFBtK)gNq6gfT3coWbbXJ>urUyGQ*-@_Gy>hCu=M{M zH5w^rt1gh^XYgfI)rPUvX!%DVYNzX>9n}Ie8->kq7deGt6g@oKB@SwSCZN-WSQvOQ zxX-he_zPIs1*ae4gD(alNh>v-))j>A>OVE7qvXK6Ee4S z_%9tQryxqtZ@7W6YjqE$*hFD%xD*dwN-_#eWLorPE8 z)qmYaC;xrC;OFOX;qB-E5CpLX$C~eae&97C$MO^={P})IOXBRivlKbBYh(aCt9HR5 z(X;z4vA-&rZ=>}kqH<_5bV9Z}G#1dE=5HRa38C=-#5$>^>$=VitpfWMRi@>CTOLc1 z--yFM!p!{6df6Ss5zA$9Q|8AnAkjUtyuao-ScP&j6H98fR}Zbr-6cm+^z2AJf%IGS zCj!$~S~KC>oP`VUJaGkBwH)Hi2@p(u+zopkEp8rpoW%@s25?O*vmA>TFHH#^9fivZ zq2SgT%k3AY*6)1AY9whulgvb|vR7m;-HEQzNgI$9pL5qO?d^2VSeG#Aj&uW!=Xtd% zwgz3frpTn633B0?9qZ*v-v23qaF*ed@Rm(Dlpdo*#3-on1*n|(_Kf^M0e2bWN3jEW zU;u2+DnH}bPQ&hwaIW@RJOhQYu!Jqw*C>sw04~~aW;!D`sRw6lGWC>{>ZiRf{By2x z4WQxnO69&L3QgaQUzWgN&$&UVc1ez8<7T+GJx~zf*%=$@?j7i+MB{y{^yL23X`LMX z{TJZz6~%2*6a2h~4L}A5ReEhXSpnJvu2(qx_LcR;(%%7b{vqc9G=#8DmQ%NPapJXv7BYO^s3xb zN9}Xsbr}&X9r^2ex+f7fi{aUQHMz98t(yb1Zd`efV z$+A1(=dWw8La>_!b1_lsJCO+ml`UuH6Ro7?`T-Yq?%vRk4)@zqT!RQ>>etX1^09|#fd2h{|*hdB4|U>3>+wG&trOkZ3c3>j`*s5=(6MfDO@7$*pI zO39>{#(u)&u4-tunx+1MBKFO0ACr$&u8Z020;2f&uRJ?HP^E0l7-b;b_*72BAi4}= zk7_yqwtM_~kp1s^!O<_@CPHU2|4(~o9T(-+^?eWoEYbjJ5Rev7x&-Nx?vM`Y5(Z{O zQJN9yh9jYLjFiA2UDBP>4bluS`0VlA=e>RI=e+0h{`LO#@Fxt{T-UYtUVH7ee(Spi z1@hXbO419ZUlI}HVY#^22g4tTXHgJve9#l#v*fo8SJS7NtE)j}&y#j)c=Sl(zUJ__ zSnC^=0jZGmNw+Re>Yk!JNJP$R*g|aV1DrP{R(OO7sRnmi*5!;*fqtC_f*|&frt1P( zME^D{t%7iU9x1dHuk;L-MS^o~kA*OuuKgEvo9ftDx%>x8pH|v4h6UodZmlF-cp@JT#&c{Czn8=H#9@X&MO+g>W{ z0yRVNtvM42KucJ~eDoY(S;HelDm7tTHSHpX2}4@4o*Ra7y8U805`%E-Ms0P8n2>;i z_05rbg~~47K!5h)@>4z|ZNr#5j>VggO=8}H(3_R0fsa}~H}CfX>v{UfHr|1(CKUOC zW}MuS2|!r5baZMQe7SX~GDvu~*O;tpwN)$kwI{DWjfJsqX5?`krTp#-FJnET zBzGYo7TykKjC{IQ*DHQ@;sJ7t#YCQM;&(THqMB$g`igs)IJoGgMILJ(tOlmU*@$1# z$G3&DeX$48#BX#@vr`dA^%TuEJvQU;B<;r-Y8dV1Fa0K`1mii^wAYh$5KHl<^*nRo z^@**lAC{(jJgyf2ob444D|H3E2=^g%IiLQCPu!7sI=Ir;L&-|tXuEV4xybm=0ABN%T5*_>_QtR8|F;?JbHaU2)aS+Mgz}`q#&f&Z94AYz zBmLuR6D_^-l{fgMuPQZr)b`YdU)zNL;slY)6J%9HkIWF=+vwX+)U&xL8!9|{A6ssW z)Z8!(H7a1Hr(%L=9qX>JoHCqYQkoyv3qD%H^`)XJG);9NdvfiDjr3CO4YQJ2AoFBH zm**%gLygKrDzx1*+(KsX?-N8|W!)lYIf>Eq5Ap zlW_M2fZ8ey^2D*LQj@~->Wb(og_0i>n73o?z^;BCgJ$}moqKW^qG|Ckxh zG1&d8FnXX~v@kbENyDW&swGT1TVx@eZ@v2uRucmhVhzxXI4g%Vl&UeAMv!S%Qt61> z`|;`;*D5~KNE>O!P8>f_vozsR7$XruDbNEl0&-3uZ1sk)3djToMdVQl_K$X5T?SPI zP)H2Z306`m+j^kyT1uX1JeH~7J8kVhJT7(p*x597S^SV9P zl9QY{>b?sA0fOE@+-$n%h<@Ex4^Ss?_Bv!(^%WlFa^gFF$zO_3;<}71JGRd~lplsz z%R8ep4>X1*KJlm4+N>rcq6;K$%0YnB;SD+jgn<@P7did^lH!7Up08MKJfh>5zT*zKrd=M}1)a;O7V;Ckk1X6zTyq z0+JtwV7&;J-UQNEmEG@is&fS-en3Uw3F;Vjqpz2(Nt})M3U5>XPOy7GjLE*>ln#kx z>;tag7C;)PAg>}g&O*poYRJ??`^7*#uvLeBb=&3`W29i?zA(n;7v1mHyf#~tV7oM! zldn{i7~2atlv^$@b_IxSGuA|iI}s9VW3yYugIi8lp;kM?svG_3&nvj}3ngMAvqn@u zuMIGf>#1cSxIG!m!5Du5q2{J(uz9{Ifc>Y8fKAy(U?K>MtYyY$h1wg;hB)g}ASgJA zO&2_zc>K$WC7#QrWFE2d904yRe#seWL)Q=(?X)5f&ju-G4(r{ZB+vo zuT>rv|B99@EOJA5qhR4J5$!gCt{X;r?`sJbpGS9D9Z(ba8qZortDM_^0WtjC(L-|N zgI%!fmk5Sio~t%yr-9JToZ~Pml)Y#b!;;<6YyQ;Creyh+JPROtE{4BLn`~}q$~MCL z#Jim^ogSwFU{j1MaOlPrXkh=nAyRUcq=%n~RG*#J^je&FYKV(tu?AsqV@-KYaqL;NX08V9SWOkV%oL;9J>JQtQA=}%~l#{x#JB^o5zZ6M1^(F5&g2+hqXitceyYp z$Vkx4qZ&a;&(k26z%5ld4L#eM;|$V#oj43E9PF8j_4I?j46Z|Ve)h};MS*z z1g)D49J&hQNtq2k} zBJ`Ut`O8b}Vu)TlkVUbE%2x%7;X=!MY0ig_CI&Hjr{gz1#Y!;Ey_O>vwgFwDkR7J_ z-c{$on+tbxmQwl5n+cF^@Y?d)Mug1DLGoOH1xXvJI`kby62D{84tqy=7E`S&#TALu zrw5;I8$Ra&%>;LEt zY^KVyqPCxs5v4vAEdrOK0!|`x)xK3p@@cigkGZ!(3xsow8?5Q}mJG=lh8`qXNjLAQ zNXpwtoxjccDx^Hygi3ZD5*zjJmY?VWQ8pqM0~aO+xXK8E#GD;FZiZ9E>F5$+P&y2cnO&}bH|pqA9}UCJQb+ly}_cocoX&Tbb0Ow zXwwEt!7(yAGqsE*e^Z^I_ZbAU&zvg@+noe+b+n?*U#X!e0Ej!8T)2O??d)J|04j5sP>TIscR-7oZZ)ehH;)ldWl8$kX}I7D-R4#N@A@{WOR#;AdyA;Q(faku?6P2E@WsuEHB6aM z8`rC>3u6c%e#j(<8+X%`;$iha(O@2GgiOD{`n8OHU_gM>?|8)M!R_vnXTX7!EyP{F&J-ceSUA zw{Z;uHY^my{4DSS>!Jf=pSID$YGL7UPHWM<((VFX;qBS;WdU>$mTIUedR^CQGr1=B z*LtABVa3?T^O;;KiWorvpQPlEW=NNv<;dU-?r9)cVrULxc`ddG7kdz$4ELhK(U$Lm z-@+$`tnbdr)xC#L6{P00lQii!Z2%dVuLnFI(8wA|2vwB~{5vRDSe|t@1bQvCGr|uJ zW5jBp`^mEh9q-3yVrY-k{Pq+ofv)ZNsz9tccd73T%RV!=A8=8QaGb95YS5DZ$f&y! z5<)q~=_Qr?qUnafLnprWQxMBJ(zl}-WX!Gy$4~cdpgHrBqxOvPhHAhlYBLBKxm8ct zmPVd3tUNip=&Oe#j&i>V+!V5gWfhi-Hr7sh7PS!hXw2mEpgwQeg{!Um7gF19sdW(n zjzE5b$p~%dj#>@^#uJ`D1+UB1T+BD;9-&RzEtEpd6$H@uuF}Ie&f2~th~uG~wc3m+ zX1%5szTmE~M1OMWE?W;JAT?S@g#y_dgl8;1P3#(qe;%!t9^+B4Jud<JF%7oCTIedV5SCrD@}buA}36zz`ssPWn5hbN46J>gB6is3;f#>fhK6HGO{ zzE5q|=FKeXx(L(>I-g%var`WU+&vd&r7a`7h`C_R&uSr2(0a#STsx2-_iOx2=3}yY zsU~m;)lbb9)gH2J?ngOHYSoAmr|E8tB-h7J#Z{V>V9 zSW!Vsz$7J=_}(KaO08wRc9o>;axU$&poGUg(72SJ;E=NM$X&e)PVv5hhFns1;zy9i5{6%G?$Z13KMP2_%+(B)yne3OP8*34JRrXX zdFRWAndUB%)s5?hl$7^<#i!luVoJG@AFGyMycp&cjlDJd0g~)H?R5ixq5~Xowd&MK*1I%DakP>Kk370BOSF z*5aq1#{`w1g|Rll&KGF6G5VczzE4M_`73F55kFmiJop&APu7_D0?2hy`#;jV{~*$R zdC~jx98Odmt9zSA3~_jaV!LXAkoNsKfWW$e?!EQJZDneAaUMS%cH1XfIUlT-KdaY4e&u}kA|YdlGjQ;Bqe6?l z?gSoHU?Aj%u0<3cC6gaZBnLx`OWKx$EsDn{Ogrg-wsAOKkTR@7K=LiQUHx<*{%jdf zM1f4DvLvnNy0axTfd{G1H9CuUY0+Fp7jO!=jy!lFNkh(y$;Lbbs#z*-6er^z)SE^ac$8_EL0xc?FU_9w zQHsm6`4nOkL~dX&VaVeqXa5buNEZjG_jq5v0sWzh|7-3@wP3erOQiQkE$KcgR{O|a z{+U&<;Y)kVa&W~>v3}1b5v`CU+$H^jFwi1*V(_L&$wi;z%*{fHtm3GoV?>U>sy`C= zr_RV|jpz{lB+?Y1S@7eXKr;w~_Hv<4o(DCxNLTx}_hx+plVgZe3OuZ=3X~5lwePVv zN&)M@lA!Ez!^dN=8oa6yai;wKCvs8I!w!OWEYBrED z?v!El;a>LYHB*INp;>4B#&IA+lf+t&zAo275!x(8pJpfaeN#=V`XLGJzKZqzjT z;%>#`j6KecRppKRJCorxuQl~5h#4f9E&2#ohCk@l#R%uwjV29$OZ%O_O?L|j`g0gY z<`4FE-=(HfS|@Ma=Tp+5$^a^P-2}ug&mVIv<<^h*iXm15%e0vn-Elpn5Z*Egn&Z`i z4@9bcHw300R7$7&*RMNsLQ~(X9n3E<-}_38a(!vPG`LQ=+)`lpJmpqbAZHILd+L<{ z!H6#>3+*|E8x&EN_;4qdpn-SKGMPmg8Mw_Hvfx{r5Tdc}~R z2sBeu&#Ma*4vDzE>vVJq@SvjCJg$Z4ulod&Mck4oIB#BS%)4bRyYg)yaxJsaxt)HG z$Lwo3R30z9<#v8dvQ5l>@%FL0>h0?Iyv1uDc+aB4*Exvh#`8YJ*yW$(?m2owl45g1 zsr6tV1wvW3ly+E>&$1nNM3~ZT??BWXz;m#p+z=Oi2gAO+yQ&W|XQl7Ugv^tg-%jhw zW2Op3N47c34?TeV5$I4bqk-H0>$Gt{P<5Mf_U-)r{$!)IIf)pD~yZ+#`BroY! z7}Z}3J9X=el0;NJo1WdD-(jgiL$>SUqNq3gLtIseYNF}wjeY(IW6ha@ief1cJC34% zTmE(w(CIc7DYNeTr|p;BcRUi#FZYp9I3tw5*_=;tmg^Z*CQzST4~QVB#wFm z^i(-38V z5(%%;(N^ehyIXSKJ9-c}7KF>f3SlU1+y>Hvy;02z?Kxdbe2umf+dFKNm0+{@abJW~ z(H>M}uqw^l=;v-?Ct2xaajVK%{WLsNRJZX)h;6rWW5gR@*hflNe)l}P0aWtYHb ze-fzANk`p~g)*FN%P#Nwvr{dR;BnKdNGGRasc`d^)G`}RXkiSub+1{xtkLeRi-MjoO7+%T`jds^bwSpAG60XvXhjl_jZB z&Hgg*ddk*x2Dn?o>Iw-d{-DIT(-CG_ma*v?MwYzAa#CafstG73(+_;<_CBaWHQL@1 zQctu$>UF&@U?HefQ^rUp)EJEAV;4k3n^uee@dy3;8)y5=5nB&NVpdiclMuUp@m^tA zShqD5o;=oSlye`dkiKgY*ZTWJsUfkQe%MjNL@jxK@-k!p+j=EAwdasJv|DU5&{0*gV=LCIt!h#sx0je8R6N8? z2oOK(vP-wPz9LSvXjBCXB&Po@ix5(4z27PNVpEvaw#QJI54snmL!mhA`>UJNggq6@8gP{28%$0#86^FS3hn2>v-w zqB%eNhs@mpF<)pXP3h4?I4stI)hnY^f)nZFT#V53>P-7{8HlxETm*nFtHy*ckeV)u zpnOFl_Fbc!*v@?jYz7FDeJatPok6R4C@(9SVj^OQ^T|i$Q;k2Q6OBYROJ47UkrYvg zd@yBxcDy9SDRIh4jJ~)~HlxeGD+32L6SAuA@V!W;MrG}R`B6pGLthT`?jlxybO<#) zCMtWXC{9{<8J~sl;pyPBbc2D8UEr`if3j_MNwfUs0?S?qj$m^7LB6Fqe}x(VUN=tkp}%UwFvqKO)h-aU-`Q4~?G}j7;N?iR1(aLo`HMq#O z;Ep6Hx$*GuVmiy=%}*kR1@?U)gMqNt8Cv1eNOta@vyRAG!9v8(qm=hHL*To2n2Fb@ z8!2duIWAS<5DGR>gF=T$Y;L@45an@h3zf5O-Y;!?Zbp$J3gq-lu7^Caw5P;gTS}&< z@6)5Y?K43zmH%i`rU=A%yVctW#SWg*YRF5KEM2+PB(#&b`A8?TT`^{}&KlNsAO_;A zeiU2CpBIE;cGoIE4nEycaKnUMP8-s{=gdzXxrkw5U_|dwFX7i%W6~rf6Jf*0*Kd~a z7O~lFB*(#~mva1JwzG17$aP-;qzbYoQoB=naJv-)}kiTS`UV2MkfMB zE)eI!!zS9SmAo7xR=t?VH%%0~W?g!Wz&!T*VyZ%kd-BQ>qzVBQ%={El7xeUHvPUBl%?AUfnj96LM?DY-)A5p9c9*2PQhyv<#m)kt0`@fD; zi1UW4K?L+XYdgdSWOBF8UEVFe;V8VOP~Sr5TJIL)5O~OWbt^euV%AphP;VR$T3{Rd zZp~+{x>bOvM~#__R3ky28B>F*m^69-KU{}>*d%nq%I>DFlu$7L@qID&-QaVJ0KagVlB@59 zS?9j( zAv--r-rEJo7lf;uJ>6;Xv)$X%<3ELL_=#4#le$73;ss@|-R8JIL6Lsh=b`;}`1@nd za*i`0EoSaBVmir}SlE|veL2l=ZHr|f?@ayFBfc9OrL^ROs3kiG^YkjDrO{%ujPh8^Wv|M9eOEQ)sxdX|y31O2 z{B6(sI$9^i;ijpF?1Pc3^puXZsO99a1uBWDI#B#tsH5}AH1TNJVo*F)71yXqBuCS@ z+*(E5%jjk6{%SVu@pLH7_Sw-EJCxvV2TJ!5GGXMQFxeAHb}qaHvH0ATu&b>PrFe!7 zp2O8M_-uMOa?&Flt0Q&=bDes8kU4SF6O?WDWqn%USUfkJ!=-{ruJP0j%jZHk-Rmvk zPCNUxrp0lf=G2~KGm=)+sdl$@UM}GLwQ}wPCHA1`Ef)`R3N}v%x!7aFA~_Q;w(`-o z!tPl(8w~E2`Xv=+)%ndwTmNY9#iCo6-}bV9kbw@`Z*5ukaL0bgp~_1OElQo2sy!Mn zM3k2Tv)b$OEZFmjH63&uUpsezsSGcSup*CogV@r!t7)22@qN;HyLh3VBgM)hHR#kL z4J7Z@x3<>f%z#;u$=+OYvD>qc+-!P}98tR7U!%O!m6W;9 zoSqdU0Dw>#EuOT24xf5DID4&CY#yE!j-s^Dwd>0%V&?bEJ$@KfJl8jQWJXaw^CUNX zl|#VD7X-9J&Fpb&ELx+WDm?QXmwf9^dMF(^l1*`gKP)`Mg+`9t4EWCWK@KwB!wXdz z;hsrHLA#|te^CUZ>HX1dVzf;ezrSDjRdtAb9V|J|B>ps93>L=q@-5& z)8@+4;?8KIKi{{cnIJZH-<*dpg0nt>sGfV}ss1eNCtBLk-Vd#3C#T=OJ2F$orLwj1 z0szuYm*T{T%&+d&hUX@2anSl;hq@mg~3m!A+T?Ks$^owS6tA)orkRo`HtKm|bKhX~lrE>Dn3AYYCyCfHiw3@#3 zIOvv^s|?N3$eLAu07owQ+(fTk0pdf!?h6NJ{rH?CchRKxx?F$V{qt*8_^bD+W)q;y zzN9o;m``rHk~?p4ZVU`TBjq&r(ArMp`x%>1ZNo~ht%(saxA_Z2In5t@69(~0+HIxv zKVP_WP0o~^9iE|hbSBhCd}=>e7AR?+MI0`W4Blx&sDp_aWjp<~ z_hT1uf`3tYb!R(?|=N^Ul;!MQClN3^MyxGfBU!J z|N5`Jh2TKGK}-^Y%bGkxz+qUyVeHy+tFW5}bkspOj24aT$Fl2IY$LtDHv}NeTS7

          #;30?~0pDKO_`Ykn3`Ktu%j>6gTjv77@4b@YmLNs$WaF23WHFIuuVN;6H|GByS z-SxFqUXH9QCI$3k6 zDyFagG7f)x(STjf?=;|oCu(V;LKyjH3zDagO69Lt@Yg>3`>i}M$7Yn2Qx@2}GXwMr zcAy>W8qjXb1D%j#4X9=v0NKuT69BNmPV7k)5#TgH+)o8uoi!kPPz0s)tuMDmLAMqM z;juB7!(rXr=`Y@Q&YsWKi#bkK6u$5S$?cr+a+_SZ`02+4g9<&LRV0&ATox_toX2sd zR;ZXQZhHOB;81JuAZS$e;9If)H>X|+9eTHo7TBhpQ6V}_wcqdcKc6}L)l00^`*f9e zNCKLcy5jF(_kmQh2sIefmSxobO77ZVZtift?wwwXyitPi<(rRNvz6j=fcW@6`bQH{ z%Q|37vO9Cdkr00aY!a11tW_Y`P2;LRnV zKd~v8Dz{N9bE{0 zdEgy>bR*(;KAflBBHyQX2ABy5eiLwPX;~n6?lfKV`2|%#FOY@seM{i^@Y$5m?E+|n zT54uNIx!e0y|9}|j64tOlb&FH4D>Zzzzwg(P$@#y3rYWBMF!;H;!0A!pGCr8>?cB1 zSHaC1mD+y;y_xw{5*}o}pcx!@8ZWbIs4$VBD1ufOfCAx%63)=dh&~L}jXmGCSoO@EBCVq;t(R9sm~_a`lgm6-p2ua(J6(dUmmODCqKC z@{Ae&Pp|1A10B``0Ynj)J>9nVK!Uh(04|!7Fan4j>04F3PuYX6+S33U#*2;+mb5Y7 zHB8dlcWUkH)58r!vFG0zq`&U@RL0C4sr5wcg1ZEAy#3H_APeC#*Z8xTYPlb@Y|?)o z@yS&r+Z2k**7NURibwF9f_O(^8_i$;{&x$6oc)sQ%cHp{u=5)Gf_Xd$n*Y2P2L-=N*54O+-j=T4ah82dxwI3%9lcW=0hMX-jA= ze97u^cHSrVo$un10hkQF79>=42Otby3KP=oVzP=k6nxefk$c^bA#zis%8+ciGeYX_;$!1E5ft~TNsx$UqzVP2(FaQr@L?m_Z{ez*w ozH~@H@V_tWe_z!9{~2{cloPnxpzf>p1`GTs$f!Okk}`YsUy}kN`v3p{ literal 0 HcmV?d00001 diff --git a/docs/intermediate/compiled_autograd_tutorial.html b/docs/intermediate/compiled_autograd_tutorial.html index 205c148..0a4e140 100644 --- a/docs/intermediate/compiled_autograd_tutorial.html +++ b/docs/intermediate/compiled_autograd_tutorial.html @@ -9,7 +9,7 @@ - 编译的 Autograd:捕获更大的反向图用于 torch.compile — PyTorch Tutorials 2.3.0+cu121 documentation + Compiled Autograd: 为 torch.compile 捕获更大的后向图 — PyTorch Tutorials 2.3.0+cu121 documentation @@ -531,7 +531,7 @@ -

        1. 编译的 Autograd:捕获更大的反向图用于 torch.compile
        2. +
        3. Compiled Autograd: 为 torch.compile 捕获更大的后向图
        4. @@ -590,8 +590,8 @@
          -
          -

          编译的 Autograd:捕获更大的反向图用于 torch.compile

          +
          +

          Compiled Autograd: 为 torch.compile 捕获更大的后向图

          作者: Simon Fan

          @@ -599,10 +599,13 @@

          编译的 Autograd:捕获更大的反向图用于
          - 你将学到什么
          + What you will learn
            -
          • 编译的 autograd 如何与 torch.compile 交互

          • -
          • 如何使用编译的 autograd API

          • +
          • How compiled autograd interacts with torch.compile

          • +
          • How to use the compiled autograd API

          • +
          • How to inspect logs using TORCH_LOGS

          • +
          • 编译自动微分如何与 torch.compile 交互

          • +
          • 如何使用编译自动微分API

          • 如何使用 TORCH_LOGS 检查日志

          @@ -612,11 +615,11 @@

          编译的 Autograd:捕获更大的反向图用于
          - 前提条件
          + Prerequisites

          @@ -624,27 +627,24 @@

          编译的 Autograd:捕获更大的反向图用于 -

          概述

          -

          编译的 Autograd 是 PyTorch 2.4 中引入的 torch.compile 扩展,允许捕获更大的反向图。

          -

          虽然 torch.compile 确实捕获了反向图,但它是 部分 捕获的。AOTAutograd 组件提前捕获反向图,但有一定的限制:

          +

          概览

          +

          编译自动微分是 PyTorch 2.4 中引入的 torch.compile 扩展,它允许捕获更大的后向图。

          +

          虽然 torch.compile 确实会捕获后向图,但它是 部分 捕获的。AOTAutograd 组件提前捕获后向图,但存在一些限制:

            -
          • 前向图中的图中断会导致反向图中的图中断

          • -
          • 反向钩子 未被捕获

          • +
          • 前向中的图断裂导致后向中的图断裂

          • +
          • 后向钩子 没有被捕获

          -

          编译的 Autograd 通过直接与 autograd 引擎集成,解决了这些限制,允许它在运行时捕获完整的反向图。具有这些特征的模型应尝试编译的 Autograd,并可能观察到更好的性能。

          -

          然而,编译的 Autograd 也引入了自身的限制:

          +

          编译自动微分通过直接与自动微分引擎集成,允许在运行时捕获完整的后向图。具有以下两个特征的模型应该尝试使用编译自动微分,并可能观察到更好的性能。

          +

          然而,编译自动微分也有对应的限制:

            -
          • 在反向开始时增加了缓存查找的运行时开销

          • -
          • 由于更大的捕获,更容易在 dynamo 中重新编译和图中断

          • +
          • 在后向开始时增加了运行时开销,用于缓存查找

          • +
          • 在动态中更容易重新编译和图断裂,因为捕获的范围更大

          -
          -

          Note

          -

          编译的 Autograd 正在积极开发中,尚不兼容所有现有的 PyTorch 功能。有关特定功能的最新状态,请参阅 Compiled Autograd Landing Page

          -

          设置

          -

          在本教程中,我们将基于这个简单的神经网络模型进行示例。它接受一个 10 维的输入向量,通过一个线性层处理,并输出另一个 10 维的向量。

          +

          在本教程中,我们将基于这个简单的神经网络模型进行示例。 +它接受一个10维输入向量,通过单个线性层处理它,并输出另一个10维向量。

          import torch
           
           class Model(torch.nn.Module):
          @@ -659,7 +659,7 @@ 

          设置

          基本用法

          -

          在调用 torch.compile API 之前,请确保将 torch._dynamo.config.compiled_autograd 设置为 True

          +

          在调用 torch.compile API之前,请确保将 torch._dynamo.config.compiled_autograd 设置为 True

          model = Model()
           x = torch.randn(10)
           
          @@ -672,40 +672,36 @@ 

          基本用法train(model, x)

          -

          在上面的代码中,我们创建了一个 Model 类的实例,并使用 torch.randn(10) 生成一个随机的 10 维张量 x。 -我们定义了训练循环函数 train 并用 @torch.compile 装饰它以优化其执行。 +

          在上述代码中,我们创建了 Model 类的实例,并使用 torch.randn(10) 生成了一个随机的10维张量 x。 +我们定义了训练循环函数 train,并用 @torch.compile 装饰它以优化其执行。 当调用 train(model, x) 时:

            -
          • 由于此调用被 @torch.compile 装饰,Python 解释器调用 Dynamo。

          • -
          • Dynamo 拦截 Python 字节码,模拟其执行并将操作记录到图中。

          • -
          • AOTDispatcher 禁用钩子并调用 autograd 引擎来计算 model.linear.weightmodel.linear.bias 的梯度,并将操作记录到图中。使用 torch.autograd.Function,AOTDispatcher 重写了 train 的前向和反向实现。

          • -
          • Inductor 生成一个函数,对应于 AOTDispatcher 前向和反向的优化实现。

          • -
          • Dynamo 设置优化函数,以便由 Python 解释器接下来评估。

          • -
          • Python 解释器执行优化函数,该函数执行 loss = model(x).sum()

          • -
          • Python 解释器执行 loss.backward(),调用 autograd 引擎,由于我们设置了 torch._dynamo.config.compiled_autograd = True,它会路由到编译的 Autograd 引擎。

          • -
          • 编译的 Autograd 计算 model.linear.weightmodel.linear.bias 的梯度,并将操作记录到图中,包括它遇到的任何钩子。在此过程中,它将记录 AOTDispatcher 先前重写的反向。然后,编译的 Autograd 生成一个新函数,该函数对应于 loss.backward() 的完全跟踪实现,并在推理模式下使用 torch.compile 执行它。

          • -
          • 相同的步骤递归应用于编译的 Autograd 图,但这次 AOTDispatcher 不需要对图进行分区。

          • +
          • Python解释器调用Dynamo,因为此调用被装饰有 @torch.compile

          • +
          • Dynamo拦截Python字节码,模拟它们的执行并将操作记录到图中。

          • +
          • AOTDispatcher 禁用钩子并调用自动微分引擎为 model.linear.weightmodel.linear.bias 计算梯度,并将操作记录到图中。使用 torch.autograd.Function,AOTDispatcher重写 train 的前向和后向实现。

          • +
          • Inductor生成一个对应于AOTDispatcher前向和后向的优化实现的函数。

          • +
          • Dynamo将优化后的函数设置为Python解释器下一次执行。

          • +
          • Python解释器执行优化后的函数,执行 loss = model(x).sum().

          • +
          • Python解释器执行 loss.backward() ,调用自动微分引擎,因为我们设置了 torch._dynamo.config.compiled_autograd = True,所以路由到编译自动微分引擎。

          • +
          • 编译自动微分计算 model.linear.weightmodel.linear.bias 的梯度,并将操作记录到图中,包括它遇到的任何钩子。在此过程中,它将记录AOTDispatcher之前重写的后向。然后编译自动微分生成一个新的函数,对应于 loss.backward() 的完全跟踪实现,并在 torch.compile 的推理模式下执行它。

          • +
          • 相同的步骤递归地适用于编译自动微分图,但这一次AOTDispatcher将不需要划分图。

          -
          -

          检查编译的 autograd 日志

          +
          +

          检查编译自动微分日志

          使用 TORCH_LOGS 环境变量运行脚本:

            -
          • 仅打印编译的 autograd 图,使用 TORCH_LOGS="compiled_autograd" python example.py

          • -
          • 打印包含更多张量元数据和重新编译原因的图,以性能为代价,使用 TORCH_LOGS="compiled_autograd_verbose" python example.py

          • +
          • 仅打印编译自动微分图,使用 TORCH_LOGS="compiled_autograd" python example.py

          • +
          • 以性能为代价打印带有更多张量元数据和重新编译原因的图,使用 TORCH_LOGS="compiled_autograd_verbose" python example.py

          -

          重新运行上面的代码片段,编译的 autograd 图现在应该记录到 stderr。某些图节点的名称将以 aot0_ 为前缀, -这些对应于先前在 AOTAutograd 反向图 0 中提前编译的节点,例如,aot0_view_2 对应于 id=0 的 AOT 反向图中的 view_2

          -

          在下图中,红色框封装了由 torch.compile 捕获的 AOT 反向图,而没有编译的 Autograd。

          -_static/img/compiled_autograd/entire_verbose_log.png -
          -

          Note

          -

          This is the graph on which we will call torch.compile, NOT the optimized graph. Compiled Autograd essentially generates some unoptimized Python code to represent the entire C++ autograd execution.

          -
          +

          重新运行上述代码片段,编译自动微分图现在应该被记录到 stderr。某些图节点的名称将有 aot0_ 的前缀, +这些对应于AOTAutograd后向图0中预先编译的节点,例如, aot0_view_2 对应于ID为0的AOT后向图中的view_2。

          +

          下图中,红色框包含了 torch.compile 在没有编译自动微分的情况下捕获的AOT后向图。

          +../_images/entire_verbose_log.png
          -
          -

          编译前向和后向传递使用不同的标志

          -

          您可以为两次编译使用不同的编译器配置,例如,即使前向传递中有图断裂,后向传递也可以是完整图。

          +
          +

          使用不同的标志编译前向和后向传递

          +

          你可以为两次编译使用不同的编译器配置,例如,即使前向存在图断裂,后向可能是全图。

          def train(model, x):
               model = torch.compile(model)
               loss = model(x).sum()
          @@ -713,7 +709,7 @@ 

          编译前向和后向传递使用不同的标志torch.compile(lambda: loss.backward(), fullgraph=True)()

          -

          或者您可以使用上下文管理器,它将应用于其范围内的所有自动梯度调用。

          +

          或者你可以使用上下文管理器,它将适用于其作用域内的所有自动微分调用。

          def train(model, x):
              model = torch.compile(model)
              loss = model(x).sum()
          @@ -723,7 +719,7 @@ 

          编译前向和后向传递使用不同的标志 -

          编译的自动梯度解决了AOTAutograd的某些限制

          +

          编译自动微分解决了AOTAutograd的某些限制

          1. 前向传递中的图断裂不再必然导致后向传递中的图断裂:

          @@ -755,13 +751,10 @@

          编译的自动梯度解决了AOTAutograd的某些限制assert(torch._dynamo.utils.counters["stats"]["unique_graphs"] == 1)

          -

          在第一个 torch.compile 情况下,由于编译函数 fn 中的2次图断裂,生成了3个后向图。 而在第二个使用编译的自动梯度的 torch.compile 情况下,尽管有图断裂,仍然跟踪了完整的后向图。

          -
          -

          Note

          -

          在跟踪由编译的自动梯度捕获的后向钩子时,Dynamo仍然可能会图断裂。

          -
          +

          在第一个 torch.compile 案例中,我们可以看到由于编译函数 fn 中的两个图断裂,产生了3个后向图。 +而在第二个带有编译自动微分的 torch.compile 案例中,尽管存在图断裂,我们看到了整个后向图被跟踪。

            -
          1. 现在可以捕获后向hooks

          2. +
          3. 现在可以捕获后向钩子

          -

          图中应该有一个 call_hook 节点,dynamo 稍后会将其内联到以下内容中:

          -_static/img/compiled_autograd/call_hook_node.png +

          图中应该有一个 call_hook 节点,dynamo稍后将其内联到以下内容:

          +../_images/call_hook_node.png
          -
          -

          编译自动梯度的常见重新编译原因

          +
          +

          编译自动微分的常见重新编译原因

            -
          1. 由于损失值的自动梯度结构发生变化:

          2. +
          3. 由于损失值的自动微分结构发生变化:

          torch._dynamo.config.compiled_autograd = True
           x = torch.randn(10, requires_grad=True)
          @@ -790,10 +783,10 @@ 

          编译自动梯度的常见重新编译原因torch.compile(lambda: loss.backward(), backend="eager")()

          -

          在上面的例子中,我们在每次迭代中调用不同的操作符,导致 loss 每次跟踪不同的自动梯度历史。您应该会看到一些重新编译消息: 由于新的自动梯度节点导致缓存未命中

          -_static/img/compiled_autograd/recompile_due_to_node.png +

          在上面的例子中,我们在每次迭代中调用不同的操作符,导致 loss 每次都跟踪不同的自动微分历史。你应该看到一些重新编译消息: 由于新的自动微分节点导致的缓存未命中

          +../_images/recompile_due_to_node.png
            -
          1. 由于张量形状发生变化:

          2. +
          3. 由于张量形状变化:

          -

          在上面的例子中, x 的形状发生变化,编译的自动梯度将在第一次变化后将 x 标记为动态形状张量。您应该会看到重新编译消息: 由于形状变化导致缓存未命中

          -_static/img/compiled_autograd/recompile_due_to_dynamic.png +

          在上面的例子中, x 改变了形状,编译自动微分在第一次变化后将x标记为动态形状张量。你应该看到重新编译消息: 由于形状变化导致的缓存未命中

          +../_images/recompile_due_to_dynamic.png
          -
          -

          结论

          -

          在本教程中,我们介绍了 torch.compile 与编译的自动梯度的高级生态系统,编译的自动梯度的基础知识以及一些常见的重新编译原因。请关注 dev-discuss <https://dev-discuss.pytorch.org/>_ 进行深入讨论。

          +
          +

          结论

          +

          在本教程中,我们介绍了 torch.compile 与编译自动微分的高级生态系统,编译自动微分的基础知识以及一些常见的重新编译原因。请继续关注 dev-discuss 上的深入探讨。

          @@ -863,15 +856,15 @@

          结论
            -
          • 编译的 Autograd:捕获更大的反向图用于 torch.compile diff --git a/docs/objects.inv b/docs/objects.inv index 4a17665d3a61e78857c55e78ba160902c045ba9b..e404ce51149dd6fa2f8164421712e15f7bb74db3 100644 GIT binary patch delta 14527 zcmV;wI6%kzar$wPjDPEM)ke1O_xu&QHB-0XP84RCGgGIiQ|Fek17QZt4kpRm`$Z-1 zEqiO&TN0ACvFDQ$l9&(zB$Ge}NXU!e%!Ehg0S5D^I)BPsYj6A0`4?`len>5;Uozh0 zoT>!d(t7;5)sNNPYxSCPQ`hlRukZZAik9|u(4W>XtR!yliGP;TFm8A4BJd^&n~b7O6N>#I+5 zS$mF7Pyg<)zu;kMNIl4^y~H9c_{+ky#|H?z@Ae8Y?GUQV>2#ubp(O4-5q2C3f9$Xo z&i>wOr$}hB&zi(UmTOH-wGLXnFiAKCQRKKt?R@NZ#FGdD4u1#YFi5?iQx@7DbX*6K zMcqUym!lz~UrPY!oQjnJ!Nu}23XthaY zGXlP9P;)NTM}NKUQB!at)I58BAZ~m-0c|s}>jxkm{SqW|VcbW9MnCL$y~G+|wNrkQ z#{TRe^*R;|Sys!9-ChrM5h!Mhsbf$5q|X8JlgLfmT_jToCx1=A9P{RpGB2hrmc8v* zMi+=`RZdE~l31sTgMYx-HS4ABZflBATCZ}H7W&T( ztivn@ zsO)h8A%E}&s2Mm(y43U3-$6)8KuzOUv_+zl6Xmq&bGiooXsPIhiAJA{n)cqHwq@oGL+j~-ph-u=_) z{GIHp)7eMoQq~K(0V9h21vm8ui5E(`b%}y#Jb&P}{hptaGEJjKv!6DaL+Hz)VHY>% z*(Iw*SYJ!LUlbbSs14JKxwC$ENMm6aU&l#aP#8d9&1ga!OZP@r^5I|fgoILn6O~x%1L#d!Mn6Nx*;iA3_T@{a0+|0@$ z8lXWI**8hp8(`_c&fF!YQ1;*+ z?I8HiV^s6z(~Fy5o-43YGY`++c2vwfLVt)dVmboSQJ$N>pn5p-prY0xl8^xd^Sy(u zYcG*&7SmS;dfpttUyCy*CJBogM;Mu7K(tNtv)PwJFi2({=sM{0J3Y^h#q&*#ifEmI zJ~smmXTeWUpF0e%00c2OUYpr(%?|utY7L^0YpB%pw2`#j?#pd;nN5L=^ob5Jfq!#L zm+-$Zi>!?RO^AEYkQj$f8aiAh2s@)02WO1a3f)+Lf3*HVq0k+4{Lp~~A2P4!^EH-Q zr;drJ-Map_t*<^DesXvC!R_p;&$CAlMQRf-O-!|wXzNP0uD)B(HK~Re@+&MQhF; ztnv&53#i$m4ZXIuRzBETSs8wDztA%4CTP*ShxLq;nwpZ66Fr+Nf6mUXW>0QsXWp$T zfgat#3kxG90&=2c`1#w}`oqzU&qwPQMvp%ntzWCD!hOUiK z{b{wP#}7K*qDnp{Aad~-hYjfc_? z3`Eh!qffJQm*`A=;Vo1lHFYNke)|M6PU6%^nSh*@>FHm#mak{;+}OHYuj#~H@Oq)! zK{kbv77;xy(bLbeTc09Jn}2*(y7I5`!xA8j4f{ilm=@^K7h5YA>Y{TC-%NO&JYTr8 zl|sSerD*k>7Atv;3Mo0QD`JW5$7H1qg3YH_kv&E}S?R^_{Oa)1Ee;V{gZv>MF*I<* zv~&!!4x%Zc=UI5_?F{e`ZKa`w?VFbvS5kocLE^m$hid^FH0WOStgcxtM}M%-_%SO;6LS(~?Sjn+>KH6artjF)tJ2o-HK zsEu2GqS)x&g%IrKw4uR-tmmKw{`%*AKX7n=6l;}Hm+N(S|A*}1x7n?4Hy(WPpO3Em z`sb*kw?3*F1b-k6^_zuXI>=Z-EjbSTj#O=xkZ3&AhyB_auUKT@;qkCL`}!|oe|Lfq zOLY2SqSuFr%yjujXLvnPFI+;O=;U7Xztdfsjr~r36rkyoX1r`R0Aez$%^(i+KiR(~ z{f6KBC={U9;e-pYX7^5sA@CHEPBZ-Wt<9&L5$P?$l79s?NH&2hCN&8y(e!TtG6j5O zApE;Zcog=Qg0PP&LU{1ijI&h4eQesn!)x6fQA(uSGIN8VomNhqwk4o~Y|5J>qay4B z=jA>?i4y_HAjr>2&=ju5Q>Lw`hJ%7QL}PX@JZ1gNdc*VQyQwwPbzy&0tk|FdFe-yj zk4U+CLVpX&LC@0)uW?jMMW)vvfL?=MCtAfp&_roa{enTD)qq!VO_X4UiXQw-po-X8 zCZC3LUjhuj8u{*O?8qdr3ysz7FqS}qJsf9Y0k|j zef1DtqM&QYI}e6uFAu-CKfLz+=;Q0dGZ#65K7ZLubKR&ewhkPgczuG?O&71g z<$Fne3F(AA@i=e9S@wL8tCjZ-A*H-`RLO&2PP2GXau7vm1d81D31p7Q6>*0n&Gd;F ziGN!B6>YFtU#4A2uD-IGGyZAhm4Y$T29D(qkj)SB;5B4ob1J*wclT1fw&aBzGu>(xZ%!}5}57*x>LPbkPHdR#1H9Go$M@+F21{Y^Xs}2c|R#p&_!fr%ac_c`b%16^ye?kDy&9b{z9YM%jhH3 zl@No$^sCgUOO==J1K{(W>b^XaL5BL-(2b27gP5gUKr&J62O4Ym@txthH)X052NwFe zoplY5NO^ro&xO!UElraw$b|JuwttMO^?D)*PxZXcJWK^>)bI5Sj*T=tMEh?U5#Cl} zM72>W=tXY5? zC$p3I*cPFu;vx33QfoBk&VN1Ez_G^72MtUNZ2-KnDxl=ew|HGRx!0J%)P-MF5*Q8V zD_W}yJAnm zAkB|)+w@I-97d)n4upql$4xa$iW(JLdXmS2lSA;Fb`pli36Q0#a|TeeaDxf<${t=? z8D9GyHMP+X>zrElo`3BYQ|B&?W*rx|V}q4%ef4(s&D&u2B3t|Rm5m4Q5jX;Gv6MP^ z8_v6Oa@v4ze>u8+d3f#N=1pXDzqk4H&C$(u(vquYM_PPuhx31stF6=W?n0aA?`Ib- zfl~=Cd7)=PQ@abP(BXy@pzK&d4L7vroA>NAw1dbd&W|NGNPmO#@t^$E+K;6W3j({h zzd$~&UAV`W#deCL!9CrupT|GZjc_i^rQ@Zp->a~r5it!@w7T4robV&;_|SKdv6?bD zhhQAykI1kPBy7QNdv@PTx@LHYm(>(zJA$}gs1ovDK`5kj3W@_<*db^UDU+Y{(gC!L ztx+Hv#GtWZ*njSXrvex-C7)D2b|W!l+e)9M1_UEJX zcVC$If?~SQ<*}#CY(&4lP_qg+isAQPZ9Y9e{Oks}d*|~a>6(6kqloYp1p4iSmAdh~ zmnP3pw?w3!i?o?Y8)<_GK(FJY5qi&onW>iJcH9N&B7ekyyu1>j^HA9x;Q;zJOZe=o zQ$Jw`sk;TZ%;1z!9Q0D`1u_F}c1V>@yGZ$Q1J%c?iVs5tTQkT!_UiFuR$8hJvg+k( z;CK~6z8MeRd>x0arMqD$@j+_N&9*$zGZJ5w9|{ALMVTtF7KxWe9%bnSt_dC`8^2k8 zlu=mI6Mr+LvL+VG7~1GFIx$*Lv`fZ}9)*sP&O+M^hc~Tb)6>j7<>nu=iyu(KL#!8vpfv?6VA?KFa*9TPRv?D` z2$}62N9nC-$dU&`;rIFB(LQTq?IB(EQD$rS!G9;nei&Z;d-lyuREF&0`Rw9{+0`c% zbmbF%ryT|h&a6o#Y8dG$9|^sfL@#L|51#z?LnMVYje0SS&7c!L^BquQ?1Y0^wBm$t z#Zze5X^vGUfX>wTEe>phx23R^!nvWOfcLcWgM+Q(QYbabiaY2(m#@X1+p|xFaj)~w z<$upu%q$6Rn`+7RLLUzx2+Kq@Bj&~j%*$}p)o3fZ9b96D(3nPO9&1esK!GT=dY~x#P4WsSqNqoQ$E3WASC({=#=OOWL2ndNv*73UAdX>$ zI`!)GzM`eY`SU15fKaoj01yQ<&w3Jn{C|e5Mgh?fO%< zu=jPZz1PYfJQ4U+QWSV>rFGy5Tqhx*SKlgl1%Vj;r)z&h}|8UV7DCfga% zQ_G;t;Jr|5vh|wP@?x-3u{UyyZR-(>xq=6+WCm>{*Xek(gL$W2_U6@)=4&MU9BXD_ z{Fr8*ZHeWDC@cTH+YV=aWKug_4}TeMZjeZo*GY-;->~N|TCdO-FIwG&=tXOx86+V->~P|N8EN7W==B1<}0rKXmmtP9->~2tgX8kpBA(53P7f9i zfT%JYx-o(@B&ioU;IM9N!+#p^vQ_6PI9Y*}rbSvP+{Z9C$Zy)nC0QT|w1oIMlV?R} z30DSAoj2IFxBP=u3F#q2l|A3QE;B>nh+hmWY7|;3gzPem*d|YHcC0u!!Ymzk981u*i{+q0+7il;&(VJ%H)1EN`FFH74e|7rC1hD z%`(`%Fxn|^%v>4*Uu6u%#Ve&VXIRV*AQ13%;sGkg42vQ-rEucNmty0Iiu;+4xk-eK zPt*@uzV$C?rF@p|D%}2jc=_J&{3=?{Tf2Vwb89Y2{>SdBT0g+X7q+^hC{*aKP?o$U z*tINRke$0kkHL1eT7O4(7aNsQVJGt%Hq>4)u#iz+D_RCfv_@^mO_qW-YT0OUPz@Q- z(Xz-Cy5)}VL&4@4+`~e90=|a<|2qN9-8c-wL4vvgm66mDkzIW>mM%!VW6U@N=v+21 zp~g3ZsVO%3B{DT#Mt~YFixnyp*aPi2oiGKf6pTK{O;ae3$$t=L#7#Rdw%p70^@=~= zwRyXi+l!^s9^Rux3;Pf(0Ib29U>dAlGgGaJN(Wc@t9cuH~IvTMc!YVhPr8YUVn7S)<6#B>&n!xJaC`}gn#ay`6( z5ph$@Tz?$)tvNqNOUfwrgSL-DJ+wNUy^SC_d!HQ?GUw2IZtdMIKt}_i%sxzom~(`o z7IJpy!R8NN4!>R={^NZTxkP6LZ1vflPSnV&VX8$L=aOceaJ)-dk(JYg6L!`KW7m7&ileY8rd6b-?xX1bBfYoc6gza#b$&qjRG4q(isv#oDFh z^$IxfJ967Dxfie%qOOvkJc#!Dm7vHSg{GJYbu&nU%MGQ7@Cw+OANb|7HUn}UrqTfj z#D9BP2Z4=4G9L{pS2bd@Ak?&5En6KKgx1yXdc=)t;wX=(C@DMkkscD6a|!Si)ucQx zDs<$V<*-+C3bD(=D-2nxTkSvlne_%C5p`@oOwce9d;OjRmirt8s*82j32EtDMd{&; z1Jw^I|17d|0xwl08skyO zF+p2pssrbh7miwm8^1)f=*kNXsYdrvN+#3DE}u2f$VfFBXV`VNg_yugQYJ>Mh<~S0 zY=}%_vOLt5;}78Ewa;|~v6?DbXqb9j^z)z-%3B^>-idI4T~x|hvIXrhz|FVV;?o4qWmqdbvHW>8M* z$#PhNjK)ASugjh|<;I2oinZ(2iGSm}#Q+xn_16v?=(R|A;&Md`VUV`_yMO(4elIqS z_|4}HAtrhnql5x9r4t@-F7Yfk-(V+Kxhvsu%JsKk>uBp=XnS{IOTD-yU<9t-)(mOXpu-$q&BjrT>&4G6q{1ikaA8!Te4+2Mlq6zw z909*S0grhxgWd@@(AXjsqH-sD9ly*w6Sj%ppp-9gOFYfmueFqR!=StbEV8eZhFR`0 zJv=${-RR@h&G&zRD|+vK{C^*}NphCa_3ySm{m1aV@3J30*@d?W{^K_1r|qI;+9G$n zx4Y0sYTXH3{5@T;G+`eize8JyM#n_kBZ*U;##H(DuE#rGHzeS4WTkT4>?6EKo_?C!)|tg6gA-5d-U!?B2JpmxtGHjNW=+ z?V6fw?Y8K(ej-sM=*P)}eiT|cQg(m}2TAPO#3Bqx#EieO!_65wZ8ZiO)q?K}DBbrC zZrrTo^(Jk!m82zZvXR7uf!B;k2|UmJz&&=U88u9EZa=_2gMV$0-3$U3E1m*J3wOa! z%V*H0JSAhF79qQ~I`PH~Y$RY3at??paAWN(s#xL&FkHU5dHOM_TMi%^-8pX$WM(-u zT1bpdN}lhtWykjP~6I4sg8;PyrHQB(R@+zI7E~|1esFF~n5O#Aa%IGmGJqJmJBUP2A zH0&P=z^pFXrQ@7xy^Fq*I-c zP)A{WE`aT7Y*;<&n})B{q;%q@Y|Z;Sv1;qQEi@3$<2w% zR{VbUxPKu)t0mb(Sz7Jnnn*BAsZ(PbeR0cV%9`}IzhyQApK zT_F|wt<)66o|}ZEY0ZX%)JeK-86?%~o1%^tT7&_FX0Q9)Wpht^1F+|65w z34cs_^AH$Vxn0^2rbvVmrn(Ywd|!Sm58OA83}nxN#%BOb!CmRY*H%e{#qiR~#`-<< z%_}IgZ?3>w3D#3?#Nwxws5rX9tGDR4pmyz{Rq6HMtVAx&&2C*B{jff~aB<_wRkB|r z`mVhH7q)d2Cbo`;qWt!)jmMvqIwQYaCw~rWHIY6z1mbKq4o+vI)L$j0z9R6rl=r5_ zNES`CGi((dU6tYm61kgkcy1;8;Brm)DL3w8G<;R@L~%Nw^gmKcOz4r*CB!@1O~`Uc#=MI)1{pHWl(3b$@NB zv^YumZCy3BfAG+X0oJ-`yw4*XRGNhhY$n9_T~#<7oy8zJaiUj*6qNHg&kS|oQ`k0j zI-0m_`O4&G7QQt;>JUVbJ}0w&NyTxK(NB zs)1~_z*^=geS;TJrKLlzr|hiA9DjtWPH}qb^40*`46w+6m0dhP`pX@OP8_m?ZBrbS z0ec%XQc8GYxosh(bxGw@d~^;b%`^A&%b6g^?l=~MzSBFyFV-sH(Yi2^qk^}kEgTj` zarD^aE6(Ag2WPB^Z0WdCtR#-ZE~)JaGLBbx|3WW2^((S zuVzvg?jeAf+5z4rB7+mb05jg}ScWxm$diB|8-KB!hINY=oPFP0$+seriHQ~?FMu%Y zL~56PEd=*AnRr|L15N+D>sMY%G$nTPy|Bb>zTQw1%DJL z@fH*a5!#f{CP4#8=Js-Z=YZLjg$}v0P<@|avF0hzF&di+sO906sd7YVj;obqni^S( z$1XTZr(Tw00a{ZOBx9pady&^st`*a0w25!f z)M;1TyD3G(^O)9!DA%$Mn=C)G9DiBCVTwzbommG=n$lU0jAJo{R?p?E!zIrCECB>u=YAWqI5OHQ} zDH?eqYyl+P*eG!c*LHGd3!sZ~V#|@sGH8o{1Fel|OSnt9wgrF;69UUIHpnO}f{od2 z%5D>Oo3WQmVxEq;Ud~!xTz^S%RM~?C@bgRAbFsFGaz~UWSX#yAX@*S@+66QBY)O-$ zxM88HnTEGlHc`IfrbVPF3z&>jNp%^I6@{jmdKCpKWgk|dMxt!BDu>UUtglKzs%5qQ zd=C(jmnuk|msyRuo*mf;xj3n^20!<`2~)WgwLHwm$b+CU>L6%{IDaTN${;X@N0Ku) zMOdVCHV27$N;pXpXa!U*YE%KOmI+#giHfxKYMolzXMHWH5=QG$l|Cun+y$$loMyTa zY#LL$9o$?vZZqKQ$&w;hb-fVfl+;qd^~}`*a6nX=_65nU1qh^>qUC6m$)!cefWa;p z%4V}sE@}bra`s>uR)1+`Xc10KZ090vy;?_{(OO=2#tE_Y_yo&m#Eh5Fa^s_lznsb1 z7M3BDlrw!RpmWZK51kY(aFC`5I|N}Gy& z)mmAQND#`?P75$q7Ae9GR$T`*Pa!R>&7H|ktuL3&1lLz(M1L@wNJ_1#Y0_&^)hY8! zE9ym?ms(h8p34>t?b2M5vcqGeCZbv2klyEpT%1kcKv=t3D-BPbcahC_zk9 z2G@brvrNl?AQ1-nr=|KGQ7&$2ed!W-%R$-&i*^T_LCcePYw?uQeJemPI-TZvzHKc8 zaf)sQ7RF#)9e?%w+*(lLl->$ZjKLU`Bzw0OnIh}A0$z!$A;x-^Z$psc^x#^QiA~td zVHOF(^~lP}#8qH&N|}CLzHliRlSJbJWI3D7vz4kzot?a1grFBmFqTtw3(x?oK>}}~ zPN$ymTv}Q3{ODp(h2KW$aBF+1)Wzr}Nz#=?P$X8Dlz#&_3X7(^uPjZ(E(To7hpvPw z%$_a*$&yy`@ML+`#n`0z)0G&NS=S|484n$-OPIHlr(IkgY5sL(d6Ze(CFKDgyWlAw z{xrz*E+~h|C>H2Pte`wP$=94>xwIB*adnqGtSN~7VH?Mj+d6aS@wAeKAQ-z zi2$3rB!7kEoo?#GTDUy&YN(Zj^D;ohKF7bR)Jl@ft05>d)63xCe;A9lM)KtJQXHl9 z^#Y~rJ-3%wPHtaUDozG3MIg@|FMvac^OIdVX2DP;O*3By$mf%n!m1{n7l28BRbHs= zTvmDk=33%;IdWl+dJ%p~SaBSvrm`1-Q6{KYAb-;)wim)&L<0ijvI$px2*vs6$*ueJ zwtE3^ZGL+>b}g$6K4WBOn3S=;$j2qv`s!_R2TmTeMao2C^0%(OD=L;e=a0NR>O4WB zf=~{z`L%ib%hB!2!)p&oI{VG1Z;o!RljJs1L%WnIq=>}OfEF;Q5VHkAK`t9D7fjm0 zf`9&tFOUiYwEoyYnFIq)_*(7X5 z34aG;PwMc5K`0_P&nMg?2iQFBLyB}f0e>J;r20q@Dbk$_36Y{x#fC_6Z9hmvibE7F zBGo^>un{RfllT!S-th#INU`c8N~B1~601-tXXCQ_KXs1rHHv4o$-|1L_Mt|swpaLcQ9f%^R!>WZ7s3D9mj6eWQ6;Ggs`TV{2 z1@KMX_!|{v437MI=rxc2Mv%wu(XTIn%(cH!ImYbLuP=qfw_jO^|3-fH^$OS#hkH%+ zJO^KTQNeUh^-9#w!HvF-S?f=)hde$%b_rY~hjuyGXZCED!;-kT%dw2X*MD7(PUrM4 zhdBoCcR5U*8@wFmSpDJUfQ=mEb*RVYA+N)&bCp*B-wB_21w5Jad>zqq@}jR}HE^d_ z0w04PdmW_Ipz9a0x`Icen(|_}s)L0FC^`>tMI-I9`Xrdyp%2 zj=^udjz;Q0u7viC9^-Ww71wdK@||=2761|XfNS792j_1QP@NaJ8ujz@{1#w0aRFDu zAE$@60I<^4TaR?-eYzzWwa(pjfY0dVT?ewD|Bg6yYTxVl&^PmaT7U2+>g21XZWyXO z8+Z|W%tT0l^OB0~UMwkJL19S^i?v8nl;vq2oWM0MkDAx0Ad7ZcgpEWrD?z*K#!igv zt9B_o$FK}qZj(}g5E}`x%R;tU4w7VVJ7o}YHo{*BXo$Uh!0oidV8NL+#;@ZxDnsR1 z9E8}j4a?CvNxiM(z<(6Hn8gG!;v|mQanKMZ>h5Tvf-{UOv2k=JfC_RW6gYD|_^GFk z8~KLSC1Wzdhk3!RJ+%>UvnoT=%qd7M=z?#%JMU>wR;i8P5hmLO4|l|5hHEiz?vUX< z*5ImA8{t~aI|F7i#g(VAH~q9i7DI$NXS2`h2N0Yef``@YV1M3eM*}rR0lf)8#%5zS z8?hOo`@P!^XMJSkI9(6T3+NX$Isv^2x}42sY)0rH$Tf80p5f=Mlbc|}Tz1@R_F4P* zdIEe%>ZYdn#5_hIF{@2j8zK$R8l7xGgY~0#nKv8np@3Dw7#5ysw0JB4L%I!&Rj=!i9I0@D?Rz zGQ$;Xj_}L4VzYz$GOpO{xW0rd_WS@1UTqKW(L_EgGNGD29vY3Gy$|8}ioJWE)XN8p?X2lkyjac)@0WH$`Xi&K=0t)Pg@_H>0>v^@v zk%-E56GTLVx~?Q_c7-uB()`Y@Dn_Qj$#dD1tA8=HS}tj0l;SMZ4FDI{Fc1L^v4;zg z)zUj1M3-lMHbhs>5^ao*vFXtT9$Ha!BmoNrs1lhL3r}qTVSr{?zwIOg zUv+xQfe|z4VG%wX^EK$UykG2G?0J6>nX?5vA-NVD?+44c^w1XiZsd?;^a?~gl@urk}h`=$sEro?@Yk=#qBVgQ%){gQARkw2Tszl;6(zxs@@Z%lUP{*-x|{l+_-C z%6@XB8gT3<;xMd7_H)(?+TFezpU|QyC=J2n45nC!OR;I~OcLs2jVg$!Xjn&R$_?i6 zMOxmRJLsk8=YrqXBb4!(Vx{ahWw!~tDSzq?&3)y#l^}U7ZaJqRawfobD}nOH*abIr z>0yhQOc9GN_c8>_{EToAx?$rL@fbp74oWzBy;(yhk*652lce}C(r=@6i613e#427x z2lBt2&~9HdUtbODA^?hU>YUFz_7ciKYcqiGOHTHYSM`%nxiN$p%Tr#X5y-VCpxeF91($3Kj9> zj#-AF_$@!|Q$l_HwE(4zhG6-fLhO>lf(%T7`>?f&?*w!3rC@r*H4am#z(}qiv&sEq zrWna-%>2Ob=$mYb*c2H#xxqZ9pia4QAD1HU_0AxH-}Cs*1VUZ=Xx!`gbAPz&(l9t} z5uQP`VS#xK^avPhunP?kMcYTCY_5SF6&qGh*G(Ni;fxx6vFj|R#X+35pYZ07AxyO1 z4Dsp}83?ey=A(k@M-?%bAy~?6gH@3;>+#OxlQ#9DNO$L4r+pvvb3;Gjg7 zN8lkF`)L@^<9+#7P~K@9OMlW7r+glPeW$2En+T-t1KQ1_a#?%fe4;4?CNV+>lohrA z75tXB=dSz;Ji(Xn7n#C=#Y(Fw27eqU=7zq@B)Q{J_THMFm?0@{CKe?nd9KdPjeVFm z*3WNUy_Y>&&ThUxy7Kns%AZGX-`l)%Yjbs(+kO}t@WZlK%ar_h!Yd{QFm=yQ_QIJNou%V`@PiNEknGM zj@DZL>Rqz{#o7<|a^nm)e5cyObtue%bXy00CkH+bPi!*>?0Pw7a9po7*?P@tc`CwLfot z_x;w&x$MS`;o92p%mp;LTE`As6X1_4gF7yNa6>n6+6^YVZUElG)?qhESq{Aem>jxr zEji%0JjEM0h<`sXzi?A`@EO!j(OT+=+wP)u6rBlMl+xOd<{&hbxTqDkr8D!`9L5d( z#HaBa>o|F1{g%9ufc+7C#<$}t{z`ZX(p$n}%Oc&tnq7j)35FHOB$~^yKn_3*@pC54 ziqNV-QU^QgX0G)vZ&jWNQlgE|*<9;m-YP%C+cq*_JAdhIu5~hRk!QNv+F@67y@&b6 zl?pj9R=jVTJ>~>y8jaDQY)IX9J`u3d9iP>!( zf<_HxhgS58Ki{=^`;g0^mJl0p2FtgmLKyL}d~1Tqw|31;wI*by{Bv<;Z{)*nv{&%( zLU!hIc7NtB`DOI@!_oS+?4xtTzpW16zL1^0I=uEUJ9Cfhn2esTZ{GP(R{rPV5Z}lT zeulg+<;i2Yh1D(nIXTET^NVLGQ}ad58_-~nW48UkCM(Ri+~p0u<8U(9Jw!ah*5vn8%Ibb^P4Q?mXE1;eX5F*UQ6yyq`U}y?OU^wRt}uUwT6q z`dvBQZnP-34gw)Ix~*1-OznJIjHQr&mGiL@73q08-8b~L=Zks}t@Qb#kQoPm$BCn& za_zh;zTN|WSE~U0^4uJ3Mh0nb$vPGLcnod@Sn?{S-Jl^J{_4LQb@6mVEJTp zGJh!B*nIgLx$yIa=L>*}M#x1;-N)z=zp%>u|W{9Z4PQHb-4Ww+)UlTI(!T*StxhC zeDtT<z2xy;Y54)5R3E}j|v^-1>dTREC%k5y2H zD6m@D&mPK=>|CURHb8;yO%NIMted0<&o12Ay!rLk%Gu%aO$F4k1}`*-S(v1+EPwjS zBCq7g#~;AZC~ko@kL=9VZ2jTr#^1CwGS*+?GRqJ`oHJ0~a>d&%Z35c$A;ZIv9k4==53tlvY8yi(-sn=9~ESMVJQme9pWAb+^r z=nQDr9$J+-!2;}$zJPi2*2U2e>%$8dH=bM_zV}`B!zaqtI_}_#CNUM+w{LAc{-iW? z5?fNZ$2|UM3!@;5)AUuwl1$K5bjW{g)YPbS=XDVA8+10z47SN;klLU zgUfPE{~batb~eHyALek=+F1J_yMIWRC&=*0F1&>dy6nya@`N5coxYV_yn`%LMKz8g zB*QEcgPW=?Zaf%%dS_#OdE>zuIp*=jXKW`dV_eY~x*!ZRuWvqG$<95@u3sNLy0m%c z!we0gcRws26It22_emQdG{ejHwl4p@j{d(+*v2zOYtSWpr3yYe2Nuwo`+u+la{J20 zgZIEk?Kl>K>gS!|7i+Q#*GSDv<{)paK3uX z7q?krAsZ?1A?-@n>w9}TVViCpct`_Ah#mnxLlz90>=nSDI!$3P=g$vf*j6ytRWMO) z^Z`AQQZjeEez?btd~RpEPHo>Oy=3fGmq8Yua5f(U+w0 zpq&n4uc6YMk7%Buf4V*EW#Xx#D=pryHCI|}?^^#BgjVXOJ@4PODu2*a*6TIuBn1yq zc8L5!3O+KQJ@Zf`iNjK}t8?>4QnMsYKr4;|==GYT%O8$OI9LLV^OyA-WL=& z19A|}01$wo$b6zL+mvN(c5KO!WXqc@IiWT=op!yx zx4RRzlieM!AMSP||K)Dl@BQSbmc3&tm$GMDr2O(Zq(tsg-wV>@KU#6P z;CH+j1h;!`l57QE*dBmrH}%87O482W)QkI;Z6pc)A)X3qA9=}c_S5Z04*8u`(&k@29X-0a{$OqMt50)T zyN^sy|L%~#;9+Sj?s=mM@l1DTs>6L6U}jti=sFq#&;_l1i=5(Q1>* zW(0iIpyphvkAHgIqo&|QsCoAMK-~Cv0@`L`*AGBC`Xxx_!nltHjegkidWki_YNz}p zjs4j{>UAs_vaFUHyS*OjB2dg0Q^%hANuLAcCy|@ByGW)GPX3yJIqJs+^Q|C9zHw2Y-RFbJk1UUDgz#v|i&VE%cuo zSchhg9k$*KGgWjMoRL5Qt=`H%#e?Gpl{^Z%{k9!!B;j zvrATsu)dynzbG`uQ5&Web%j=mXg!AgS<;HC<3>Jg;O51@J=&T?gPGg+PKNRE0!8BW zebheUK|3A9UdKT_Ax^{%k}j*!I10^ccYboOZ!!?cB5XUv^oT-%q)Z zoqu%QIJaJE>gh|?d!t^6$1w7dy|%>&IC=1Cnv7d2hEhRiFkyMr!bN=rx+)&0xS5qh zG(dwavTu^GH^9I;W*(ls?WmY}gntla#B>CtqdYf%LG^IvK}D@YBq0L^=6eTQ z*IpvmET*px^t?HOzZPdsOcE9~jxaLEfM}cOXR|MdV35o@&~?z~cY2;1i|3mf7125a zeQpLC&VrwyK6eOS0SIDnygswfnjQGP)EYz~*HEeHX(MU5-Iv?yGMfS!=@T7d0)OY0 zF5%xXi>!?RO^CbEkQj$f8aiAh2s@)02WO1a3SD3OV6=9wQ0NXie(1o051H5V`5H^D zQ^!QqZeIV}=2ssMKe;k=n#d6H{#^+Pad>tM64c%%Q0i4W^CDrsU%_ zkKTWnJ$*}DJSGIq^s(DcrG`NRwtu?n;f0IYg-cb{=syEZ92GCvI=K5tRUjHx(VDXd zt2_h20&2EsL$9sPm2;abE5k4D7g}cB1TA`Zvz~E6Q&VzsqGw~}&)J#P?CI_7^m{cW z(4#weVPT|1Ku(klKYu4%do;T7`DpFJ=*fqpwQDt1xR019DG^fftWmE&IDb!j5neB5 ze_E~S@q>=HsFIHfh+I6zVFP*}ekTxyh7`3hL_k-w*B_0(TpnG&v2mwf(J<5YRVIZI z15vd8_|xp{B|1}IcpFtnP2Gus-#(6vlQ=a}CLpI}diIyi#!f7wV1UJ z7^`~dQa$ieSfC{)1(dOr7WmWjZB-xXP$p_Bl=PF~hn&=Q*G*?b&G=L$qRUzGwAh_3 z=tE?CiY37tx}h})$baStOKprt&Q8aMr)^pnvjVR#!EUqgo-vA z)W$78QEc??Lkq&9&&OAO z{c}{&n;+E-0)LQ(`pv>G9b~MamK=wEN2<0;NHiYo!+!0IS1dB{@Oa3bedCv~zdJ#Q zB|7~u(d$D*X1e?%GrXRt7cQYsbYc(s-{~&R#(pP13efaPGhQ|u05O@>W)KJZpX^_g ze#7s56bex5aKZ&xvwJ7S5O@knrx||x_Qo^Li1Zd=$$x?xB%8n$lbVEjZraH-!QU#)Ui>&%~(!qe6H0S1% zzIq5RQP4Hyorl9Smxo{6A71-@^zrrK>5H5|AAfbX0iIN`p|jw_sg*;{ZZ(>WSgEy@ z(~^0C(30tbYxi?Kcfoad!Abx!YHsiJFqlFJlG~#OCDiWI+Z%UJS^E!7yfMM)ri)kL z^1Ys-n@H#TFIh9>-@*>9t zDrI#tqUO~QRVtk4p`{I4FHHn)Zz(~>di6*F_+jVTb2|RqoL-lJR;@6*e>;2pHZtUf zpL2sy#m-dp0U@Ql4^+wX1w_rV?Z)9?zJKe`ky=yo=atHB=E8{hDrU<)ajcmoWaTef z#|SrT^3qZ@0$cq~71h;6cXuiBV(6EBFU321`cYZULU%OWCA8EHJZt0LyJSZg4an<{ zKP?pFR=gxO8tJ=o4VR=b23@YgBClq88y{@e7M(LohE`LBy zR9dG`;)ispPIi_@7vI~s`E^~1yq}aP=pwSR<;f}z{Uxn3`tuiN6;`7zf1%OsW%QBi zN{GQ=`c-PwrOM0q0r2@wbzh#zAVd9Z=*Gs4LCjJvAekuk0gW~M_|EX`TQb#&0}FlK z&bo$2q`W?)=R)YFmZnJ-WWstSTYpB?dOaS5CwpFJ9;N~`>i2pE$3_|+qW!mw2yZJf zqS`1G^rGGD=w7W=NJ&jI`gpH(*gcM2kEl<_l-Kr&D;F%v@!^|qW8b~Wqx;Js%DYrr zBw}*iUVB-kd<@9niUfkeF@31T1gCYu)D2o+iYlRUxGC#Myb}WtRl3o7Lx07rjYFJJSv0)IJ7I-iN(D>}=Lg4M044)N#E2tcRUF4DiSp=qeI?J73A)?zLVC zh`TlV4vT)<#ZD~XV8x&02AYl&R67YdyF!+E_U`@lCx0A%dS`uYdHvz(|6RxgPpaL- zli5jpY>UuS@eq4isWlpN=YO7S;8^44g9avsHUQpO6;Sf#Tf8ou+-uBW>cX!o35l0l7#>8mbLFkTQZG)h@$jpA_5?|I@q1NO4AzfBI&EB12)o=UEG zV5jfOVkR;9OxN?cy;;_evF{z*vJlG@QBvFJ{`Jvk%cE}|tv~&MY=6Vodw$|Bz<9?F zpQxX>NRg0|_I3PhzwgG>t>GoqU9l%& zkmkp@ZTcoZ4kJ?(2f{nVzZ~7ZJiPX3<0dk?-`{xl*68LMX~|WyBQ3tS!}&kR)z)cwccG2*_p=L^ zz^Me6ywJ0tsojNC=x{>{P37w++8v7O>*aCbNC=kZT;Bb*C!>3FH@_bTjYL`=gJtuA*b$NdO9KJ*=AtfoxP zK^TYlBQh)m30v^np56D7t{EQUWi^G_4kNA|RYLwN2!)hRL2-Z!I|MBvW%83=I)Ik3 zH3~$77&JBv+kc(#WB>!Ekm%_`t1hTng+@$CHYvm4;BEnk`=(pom>c;b4 znmk9{5|MT;(qsGtH+aBX{k2Is+X&Q zV^s+GW;}TFbsV;q?uMbn2dOzX+ww%uNPJa(C=5&%WvakhBwiYMl%*56CU}%={AT$P zMqy1)%zu!|npiAjXrs^Q#ArRyE*Ud=6goya3$2~sym~Ktyqw+qV07gjG?S0sxwmoW z*2d~Gnc?6l=GNuW_uq~l-L#HQPc!$Fn}5tMo}-3`ST7DiYYJAtv{j(w6pa9_Kn(j4 zGTS?j(p%Axg}@sAFr-I zI#1VxRB{Dj`IO&jhrxm~Yf_OKMtagm!Y?M#OB&3BC%}CWO<_%=o=oF2=%mm52h
              v`7;(bO9I@cT5`S6&jSd=GEvQlxiJFsG8}a^+Dfj+?Fr`$sYh5vB{=@D zuwu0zY!kk^Jthh^rcs(lTayA%AWE$sD9XN*yuyhn>d_%GDevT!C7qygZ*gGI8->&? z0J=ShV_2n5y*9nKXlZf&JPHvY)GR6hM1Miev!28!zagtpP&7nTmNB8Z)9cUnDlwB1 z656)0olrb23!Fn!)^Uh(NgX%x^(B+gQ%kLN&?3vziW2m7VL9|gw+AuodiGQe% z14O6%IkcFDJq7X+ckY7^T+zIk&lPinq`W{@5|-M`K8WR^KJ>-pvYVS&h;To!_W!O1 zfNZD9b_ev-GAJ{6Kh&CRy>7L<7%Wxnk=$Zid&Fw4;6baIK^w_+I^OJH-f5RTdNri^ zItf3=npr46rkQ8kVtFCT%75>+!+%*Hnbl6$L&lpMBvR#dQlk7f?D0<)6B`WpHA=Q|14mQq50=*-{CV@c?>AS@ zW;bpOA3PYIz5uq<(L>e*vH;VHR(u-Z;O}NI%!$cMZDX?QqSY~)zYn=d%70E9_G1P< zV7e?ez>^4!(_qib)tBjNeh+10yhU$5k4ot2ZY%nRJ8bpxn<=eQRKmEB$g^74%iu`y#8(f=MCna39K zZl-g3u&^IQmEq9M5u_nWy?@97r*&f+)_|9-JWs;u3amCQ(n8@*hPgq0+eR+Q0!g4H z#Lt;LD?-b-GH~j^!M48TAFN794;rfM`382G845>yV_;pQ&{82}7h=RVd1}K`A8xR! zD2PMUA``?E4kD*?-;VwRm@xCV_MjSufggCR1Hi+s%V3v)OhysE%YRu>CiksT64I)O z2c>PrvT$ma!48JeZh2$o(h&F>V<;|PDV;k{qFG@8!GLcNFHkXNSQNoYg%d}<6dO-e z+|hK@O(JA`qJGfwt$(rBADp2(3%5TXUcNUxzlzrM*3Mu4+?tD$|FNs8)(^1pg{`hA z3KhC5lqHV|b~OtaWPfKb(W9`Pt=5rU#b%{c*onM`4Yd~xENqn5ik1Nqtx?-?lck`I zS~gl7RKo^zv@AM>ZoA_z(1E@Wq}4zI!Li3}E_XKNdGKCEDmkZLebG{MovOw_s} z6s6s6=Aa_%w|`0GdF?J-BN)yHKCX>?2gCr6p1HEBBsGF+bMyM&HtxKao&HN159b}{ zFvkTw5G7aHVIf~ny;rQ{*%uk(ezdY0Y#ibSiYAer%|Rrxe#MyJ}3J22ZY}VWPoeQLU*$OlQG3Jbs+J zgAZRK*MGws7!fzc%*A2fn)73{q>N%eX!|(aL#xBt(+HBY=lMY)a}Let)}CDgbTk;s z?88)uIcFGZA!m0UZv61&@ayH_KRzJQOLSJiR-fJJM2$QfrdpJ7E@{RIN4%63SvgHO zVP~B%rj0ZT4|x0FL|Jnrh?Z>jBHsue;JZG+rGKFC9-+Hsu+=!{i`PF|Vrnwwbj5{q zbjde~>5G0_NaV`vVB3{#(}@8{$=SM(aWep@rm+`W2i#AOgC|JBX`fpp*X3egIwwj` zICSe?tX)c8uYmo(BRB4ny8&Av>MHrkgJ{2B35wiPXo`tYH-jX&;82PPuYjHTfnPpr zGk+l0VJaPfK+KnQ0N6Mr^UFh zmjF*uP0I74LPx$?4tq5x5xXqJ!jPr9)&8@eS#J^&QOEYf1Pv3h*Y7!Cxz9ncx>#qO zke0qxlpfAFQ2n6t&mub~@Y01nFhfrwK7Z@*p^94g+IpQlRb3%!eQ=QkZU)>&bs?hf zCda)Fbp~`hZuQ;+HDz7lD|2&j2pNDab&?*N{&V>nxpfr|!V~5kk9UnGs7Bl>4`U5v za*#u$aUO*n6SP&PI&fZj;jC4-@=HXEuD#HZYIGl=WHOEH0$Kx&j8vm>hFxh}h<^#Z zBxPd6ig*gehR8G~%foFs{s2y1`&>s5tErNe_BG1=39YW*!2M}@8ZLzAgbe!la_eN^ zOMJFe;h3}EqJf9Vxp%pN+>{6I^hB563=q;4R&&!yAmF!Tz?a`j<)`Vwss%3)RS8R zM&Ryk&7g-7jrss9zu4G42%B1NuU-LU9Z0U(or^v14^pFBM9Djs>}TASJAa-z39;LT z1Cm*=#L;BZqwbpcMpB7V6-&M9j}dYklcU*(k`w0yI?UnKY#hb7Ui|!0Dttl@mqr!J z7y2$sOCmrUX}@9Bc23HuQFJ=#JvIwsm4Nv!HLrpmuB=W&LHBQ*RD;Bs+R z#i%`yo3VTTZ0v%2U=DS55Om|j$(0?o@gzVlyW9N^i zYq|tvC57~;t+XRZ-DOD#4BWS?5a#rd;RC5b20dc{C7u!*c1|@rh(U{fx<`NeY4*)ZcKR;)Wpnw;`m--{HROJ` z!k-K~w~2HL2}|dj`+qSjQM!3*b@b$~g%)nh0+qCVJPLgzs6M(FF|a<#?tc4vd3gQC z=G?We2Emki@P|EJA@q%=jBS+?=7)R%4)%E%?rW z(w*<%+RaK{Z_-9vNm}A28%azUc+H5E!1LS>++!D;QNuLn_J0HHGuZan?I3Wu;z@9{ za2Ncvd?N=`Gg7Z)Tyh=rYbg;sc-TLE!@no8ORK(0y|SO=@*d}? zbgB~)>hAx+XV717uAD)G)ed<+L6yEr)nZIdcemya4k?fby7b{R7w?Wxqn+wZZXoFjY04-T^527aArBXU++}8 zJBq&C6;iR^N=-rRxk*Tx)@(RPouunVp0cQ7j@;>yYFvMCi`X^Uldnc+?$z{ylQ5|+ zw;hK`Li>_Zvy7*50o#LH8~0bqvO}C7Lm(FyC+Orie7H19v&XFiG|)^$RFIa@p*0d3 zcYpI%Vgi%iJ_H6Mi;$sD1Frs`PqrRw5VYX16Ymepnk`xVZlG zD%r0QeOKQ93)?yh6I;haQGWaO`jbyeoqv&Et`mo~nn)iU0&zwg2dA`A>aP-0UlDj* z%6(H~B#Wln8Mca!u1fI&iQLaPJiC&eyId1~(vABVP2R8_9DLy9*FYw40c9Wc%?^tf zBXlY#TbEktNB9%0KRB0NWcMjTz%<-C2{$9-C)DNh)UE8|9W=q#OW1W&$4~gyrhh_S zqpl5=7AGmcv8$%`4<1@Ez*-lL_j!baO0$rG&4l>Qs|tssvlv7tPV}0Pf^r_`nxPJS z3frbmN0XN=U)gxJlAV2&UB6ED?=sYj?|xX>+RNU%PreVK8D74(dHL@-47y*>cHD#u zw<--?HIU5~Sj!xtZ}0-Dv~R8xcgq-uVzvg?jeAf+5z4rB7+mb05jejScWxm(35^38-LN9hINY=oPFP4$+ser ziHQ~?J3ttABDKrD7J|E*OuQ|A@>A<5lgRm1#5A$DO`54Bb*DHRHWo?PEf#|aT^u&+ zxop@w63=BOKyhCXe#Wkt#P3^h13EbrwcBB6gHuq@@fVFsUGlX+z-Gun?BtOn;H5y0 zP2uE{lg}GX&wnAFT}8trC-L?mpE+7Z-d%L&d)x;m_g+G(=lPduW`_Ew)`XW@=~m&#Pb4Z>^&gaN?Q6l zCW*(16rsXHMS!>BkYdvTuxPqlb7T<|Lz~H5ULvC;=%T^_qg^oCz-V)fxSZRPJH1}u zdUkGU0e{7byafe9gf=C#Nzee2xwU-XIbe2ep+l}MRNrY>ta%D_jK-z{YPoo2svJ?O z<7y?Drbm|Iu?vpUIAP0iiLxW>aLF<%%W)MPrnt%pm34^f>6hhLfYuZR$=ayXUgUO^ zYsEAgZQ@%rb=nnoZ%WbdJf?La%D1e;Cd<(*M}JmunBo#K3l;pW8WQeO5bZdYL@AH=7BgExaknbW?;ndP!OOXf@WeY%1y7JPe znohe8M4a7PibkFcTL1|+HcDK=wUxZt0_dW=*mC5uEZQRAKx<>#67EvIZ2=&|q`-2F z4YCT0U}JWhvfG5+X6)sXn5QJJm$Q}|SAS9*RR&=J{QP3}T&!)P+!5spmR7NOs$mm^ zcEQX&The4HZdj;lw&AUnO_Z~^X%T7K0w$wWQeD<#MWJc7UPXaQ8HiP=ktkcO%Hgvo z>#I_bZdt8A-vdPCr3zB#W>#aaXGk_eE>5hh!Owkf!c;CrEf=#f@*rr8ItUsf4u8sx zG6>A!kp#_65f*8k%|T+G5>Ao`S^<@d8dX56WrJ2>q9Sd*TBnx!Szk-4q|tg*rB8}C zcfo2XrZGab;O5dK#o2^GG%!6$VSeixK05`{5f-lIwtuKZsp|)`;WZAe4 z3Q=9L(xxI`wN@4+5`^;9(*jJDMT)S4Ro6ky(@0Beb9*vW>&s;`!Sz)c5r51kl2U7G zn)q5&b;=ymih9xJrWO{O=duMuyELD59Xh>fI^@Iu43HmWY}^`F3!EH0q@m5}s!vJO z(~0^AN)Xeu!F6EuOw%$TNQ6NSYN>ull#g3lU%DjTa*%exqTRt}(DFpyT0Etc-wF_n zPN%t^b6X2RoTgiWg)tacM}Iv>w-%H*t+xUcV=x9K$>6O;rpWxQfLG#bh_RmO+YqEU zMYtAaViPuVm_?FsJ+g8_aTS=HQl?**Gh7PBB-ywCSaXDF{1A?QUCjOBFQ z0yMyCki=W4)2SytmsXZMN4gkP;kQvb+}c_?buoHLqI6{u6v@>k<$nNFh;dlu7Cp$bYoS?S(KG(SX3XY{FF^ zLUB%da_c_5?Op&}o8w-NUCSzi&luSmCS|NI@^J|^zj}wPDIzg6pal#n#B4!O zkjqBP1(SBLpnw133*~Q10+T>O_ul zEa4||oZ2`P0n+irf(S6mgF*}dZgbp+44x4O&c*h*>A;YYS`!GPg ztsx&WjDLdI4<)p13;(DC62*Ziv5X-Cq>f4&3ZjO#-4PxFV3JS|HLf2g&_jUUJmN!H zpdTTqqFxx|=!&fuVF1HcAa6&&f-%$} z*ecBJ3tTV;n@2F1;T?AvfdaQ8o?xrkw>y@g5r6t3s6YvS8=?s6uxjB1Y6#;CBM?AS z#S^GuzIg9_0en+8{zgR^gCoBldd;K15#+IZ^y>>CbM0?bjxoFR>q{Z=?N=7!zmcDP zy#lty;a*ccFTj^xR4|=Wy%O~caHFqd*80=yA&<|GT>{t0pcA%VUEH3T@F*{1}}#>R)2UoU?azP9qO@p$m?+HT;&zOx5H;%0Z-;UUq|$U zyy)v#4czIKz{lXnUI!_4XxBm;o0Ga2q}*Fwi*#GP)5YjSZt7ZGWA#iI<5an*Yw?cN z^IVKq<$|up`+Oee0yGVJ?vLmKUI)HaUw?2(v7X;4Tmn(*9WDVfJ~wd*KqG(gI@m2c zj@M!E9^^`$WAGcVqmeq0E1^B7$9Nq^#dTb*eEVF#1wceT;2JnD!1-GQRObb*M*ZSE zzXjM$T)@@v$LZlM0IYQN)+611pKb|8t#fxB;B$I;*MThPzavha+V?s>^v!&q7Js~n zI{9j;8-^;+242K&GZ7Ntyrg2g7fZ@lP*_sKVl9#sWqFzhCvc6+qvka#$f8{qVIvXE zO3?1Qu@fWvs$B}tF)V|Y+oTjA#708wvXCv7gCyD8N*P3)jqn!&8e%UWa69cVSa4>I z@$0ya%1}8L2O;)s!*X;^P;cuvFn80{TUbPC##hE@!hDn-Mw)at)ohXZU&R^Q%xV+XhDZanMkia)VEt$yR)~$T0T0=P#nU6YCt)%IiFbL7{e(+kseiX`>IU<$!lWtW)L11vCQzw&FlD6)@64(-&*tYOsTV;i zU&w8TCknGFHW6S_hFp#fa?m@Q$!S*g^pKdvx@#)EMr{JM%4CKM?| zaN%7gyhVwb%y7k;Bm6S1*zDlGj4L)ft}o$=JwHH$SKGsTG*J|)fq&J>O^}tiY{az% zXeaVrjV1^=uI4~b6uTiNc$2oV6-o`i%hYrIE}Cq0i~U)M%ekR=4?yd5WJez z1U)CA*w1eUzm(V55P!Fr#|SV!*rcpmK}t`tngFe`nB$}eUCm)G;9J_7psaEjgCvYv zjCoR8Sofj%FzR9((uvX&EM}mFvPfhr=aJydSz+aeS+NCaBi1}}K#O!f8dPqJfC9Ur zyj}~$dR{GZB%*TN1QF4ot}6+fU17|OG{3W}ijgUB@?19MYJUu^mP^_gr8o<91Hi>K z3`9Uf?BN1rwe(J!BF^cX;bd$L(dAj64bhdeL>r@HY)O(BDG2l=ROI}VeCj!}BhQbt4Az)zY2;iscp6X3YUAS8@-CYL%V z^w5aywU0+3TC19r!$^*KvGAvWU@zKHUF!1CvkP(0QA+A3Jr_cB!kia_|MON#DU`GI zQc{0OB+kyoH7q6e(#c(e;d(A73_J&VqG z9DnY*Gz?B#gy#@#SYTcQJp#rW>_P)X(e}|On`>Z4#fH_>byLSrIHN{i>^h5SaS*5N zC%pM%2otS0L%e!L1_JD_`KX}!QANyU2$nM2U{&PIdc5;EWjkG|>r8h6u@)WSu{jEj@U!XTf z;~W?J+_c@bro*^zQ38_Fo8@Yklyywb)Mh@^N4@qS27|+zdTn|yT;NZV&ByukDD3%d z-;<3g&+TKaaIGe}Mv7+=2xD}x-hYB$_4wSWwO-Ww=`*k$abn^=>aJ~TiW!wYNe#Di zpO?D3WQe!Z(OTk|zSo`2!Zk*wU?^L_F4uv_8ZfpPVRLCcqz826tTk;D&DCv>Qxz-2l9WtwU~- zvK)H*F*$VMT5`Z~d5Sl15PyGBe&MF>;4`S5qP5gvx7|hSC^{3iD5bRz%|U1=aZxL7 zOK0Y>IgA_niBID<)-m$N`Ym}Q0sABPjBmwN{MGOzq_>2{mPNXOHM<0p6AUYmNi>&Z zfgFGs;^$176`@swqz<;#&0OnU-l{wkq(mE^v$@vCyj6aNw{2v=wtv&xTPdJpsUC(lM7uaZ=2XqLzxKg!NtA{ol8ovqf9UA2tBFV6qm*zLTG8m&k)sDC6c z^sPCc6SLbo2#p%b4z1`_f4*z;_92%+Eg?4I43=+Ag)rh{`PKxJZ|$6!YE8&Y`4{5M z-pGgDXs_VWh3xd@?0@uK^2_MShoiM?*+*xGe_I{Cb0Ir(b$IPjcKROKF&RBu+qmUWrsj*9H=)5E!)*J2O;(t3xyu`R$yc*g zlQTd{sl>ePj`L>z@&q7xp__Te;yQ2SF^?O=8~C}E-Fdk2!+)2y4A#`4MNWPeb$vH9{ha^dF-&ldm{jgX6yx{ue#-@vtBiuwp8(qi2vkADM4e<{`( zN+iPi{Qm!PxBmlPire)JxD0r-@lInRI=2cx^?2d|Ou_(|88A&KtQnvXOjF|w4bVpf zkS&z`^a<=kaW`;_Kt6AffHXFM%;xa0Q2U}|1Db>c(0^UMqk|w|+Z@zZ>TvrVxS6_v zb?7KsvQX}N`RGrz$A=$uyhRCMCV(|M;ya&6HEm0(lJf zw{kSkAFH4YQDC*Qk3Ezl*}g~xZGZyZn;{{n=;PtxvO$&eC>|M|5Rze#B^p=LmAh%U&+;=JFLZ ztL43>QNdqe0K{{|JxB^}_@Q5DD8$wxAo79x+A2A6A6{BnU%Q7Id8NqNH&@`TuHf4g zETM~$K!0$#(HYP_cw|-P1Pib~{sQLBTNg(^tPL+*Tz`6X`2Kg<51%Mo>$rm}n#5FO z-@d*60q{yT(PY;S}`KFr~!wf^8-c7KsBPmtl0U3eQAblIJU#<-#}bU_$sUf+1OlAV2& zUB5nhd}-s(hZ!0~?|xW5CbF{k?vpk^Xoi>XZC?I+9sPfuu#M-6)}TxHN)>!`7A&CC z_kUprIhwp=r+A%By)z7=bFCNG$WNWb<;*bt{u+BUnjvSqQ)j4$Jz>I}vk}g6r z(K?7a!};nlU)*Mig>0n2hqNnQukY>dgl)QY;2{kdA$kP(3|TN}vR43q>NJJHoIgK^ zVOzmmSHVQJ(FgQIO3B>u`r&Rj^3ByT4u7I61*hp~i7sSKl)*m@wZT6`9XKlClRN8> zw}2YTVK+WLh)mS>{3JyU&YkVi9Y=HZJS%~52%cE~(>jKq8L1DOeA1kSstfTE0J1EW ztZ8?_L|>A|gLXQIy@pD2KB9Ss{^|CtSBR&IuC#c+)?8_^y=(nj5L&69_Pl@Bs((OJ zS+CcqlN3Be*+KF*=_0&q$4S(>B5a31tb^*PeE-Z;3l1_D1S#Ekrw=C4rV@FFk2mQ% ztA*boB;f#>R5uJ$RzBk`>YrM}Pu|_Ua&372qs>2kvttl-+`5qBv?4j~N5tAfYbifv lGG1qFWJ!^LQ^d?5!tMq$hy}wvhzuA|VcDto{|7LZ!4tJNJWK!p diff --git a/docs/searchindex.js b/docs/searchindex.js index aeaf2a2..e09bdd4 100644 --- a/docs/searchindex.js +++ b/docs/searchindex.js @@ -1 +1 @@ -Search.setIndex({"docnames": ["advanced/ONNXLive", "advanced/coding_ddpg", "advanced/cpp_autograd", "advanced/cpp_cuda_graphs", "advanced/cpp_export", "advanced/cpp_extension", "advanced/cpp_frontend", "advanced/ddp_pipeline", "advanced/dispatcher", "advanced/dynamic_quantization_tutorial", "advanced/extend_dispatcher", "advanced/generic_join", "advanced/neural_style_tutorial", "advanced/numpy_extensions_tutorial", "advanced/pendulum", "advanced/privateuseone", "advanced/rpc_ddp_tutorial", "advanced/semi_structured_sparse", "advanced/sharding", "advanced/static_quantization_tutorial", "advanced/super_resolution_with_onnxruntime", "advanced/torch-script-parallelism", "advanced/torch_script_custom_classes", "advanced/torch_script_custom_ops", "advanced/usb_semisup_learn", "beginner/Intro_to_TorchScript_tutorial", "beginner/audio_data_augmentation_tutorial", "beginner/audio_datasets_tutorial", "beginner/audio_feature_augmentation_tutorial", "beginner/audio_feature_extractions_tutorial", "beginner/audio_io_tutorial", "beginner/audio_resampling_tutorial", "beginner/basics/autogradqs_tutorial", "beginner/basics/buildmodel_tutorial", "beginner/basics/data_tutorial", "beginner/basics/index", "beginner/basics/intro", "beginner/basics/optimization_tutorial", "beginner/basics/quickstart_tutorial", "beginner/basics/saveloadrun_tutorial", "beginner/basics/tensorqs_tutorial", "beginner/basics/transforms_tutorial", "beginner/bettertransformer_tutorial", "beginner/blitz/autograd_tutorial", "beginner/blitz/cifar10_tutorial", "beginner/blitz/data_parallel_tutorial", "beginner/blitz/index", "beginner/blitz/neural_networks_tutorial", "beginner/blitz/tensor_tutorial", "beginner/chatbot_tutorial", "beginner/colab", "beginner/data_loading_tutorial", "beginner/dcgan_faces_tutorial", "beginner/ddp_series_fault_tolerance", "beginner/ddp_series_intro", "beginner/ddp_series_multigpu", "beginner/ddp_series_theory", "beginner/deep_learning_60min_blitz", "beginner/deeplabv3_on_android", "beginner/deeplabv3_on_ios", "beginner/deploy_seq2seq_hybrid_frontend_tutorial", "beginner/dist_overview", "beginner/examples_autograd/index", "beginner/examples_autograd/polynomial_autograd", "beginner/examples_autograd/polynomial_custom_function", "beginner/examples_nn/dynamic_net", "beginner/examples_nn/index", "beginner/examples_nn/polynomial_module", "beginner/examples_nn/polynomial_nn", "beginner/examples_nn/polynomial_optim", "beginner/examples_tensor/index", "beginner/examples_tensor/polynomial_numpy", "beginner/examples_tensor/polynomial_tensor", "beginner/fgsm_tutorial", "beginner/finetuning_torchvision_models_tutorial", "beginner/flava_finetuning_tutorial", "beginner/former_torchies/autograd_tutorial_old", "beginner/former_torchies/index", "beginner/former_torchies/nnft_tutorial", "beginner/former_torchies/parallelism_tutorial", "beginner/former_torchies/tensor_tutorial_old", "beginner/former_torchies_tutorial", "beginner/hta_intro_tutorial", "beginner/hta_trace_diff_tutorial", "beginner/hybrid_frontend/index", "beginner/hybrid_frontend/learning_hybrid_frontend_through_example_tutorial", "beginner/hybrid_frontend_tutorial", "beginner/hyperparameter_tuning_tutorial", "beginner/introyt", "beginner/introyt/autogradyt_tutorial", "beginner/introyt/captumyt", "beginner/introyt/index", "beginner/introyt/introyt1_tutorial", "beginner/introyt/modelsyt_tutorial", "beginner/introyt/tensorboardyt_tutorial", "beginner/introyt/tensors_deeper_tutorial", "beginner/introyt/trainingyt", "beginner/knowledge_distillation_tutorial", "beginner/nlp/advanced_tutorial", "beginner/nlp/deep_learning_tutorial", "beginner/nlp/index", "beginner/nlp/pytorch_tutorial", "beginner/nlp/sequence_models_tutorial", "beginner/nlp/word_embeddings_tutorial", "beginner/nn_tutorial", "beginner/onnx/export_simple_model_to_onnx_tutorial", "beginner/onnx/index", "beginner/onnx/intro_onnx", "beginner/onnx/onnx_registry_tutorial", "beginner/profiler", "beginner/ptcheat", "beginner/pytorch_with_examples", "beginner/saving_loading_models", "beginner/t5_tutorial", "beginner/template_tutorial", "beginner/text_sentiment_ngrams_tutorial", "beginner/torchtext_custom_dataset_tutorial", "beginner/transfer_learning_tutorial", "beginner/translation_transformer", "beginner/vt_tutorial", "distributed/home", "index", "intermediate/FSDP_adavnced_tutorial", "intermediate/FSDP_tutorial", "intermediate/TP_tutorial", "intermediate/autograd_saved_tensors_hooks_tutorial", "intermediate/ax_multiobjective_nas_tutorial", "intermediate/char_rnn_classification_tutorial", "intermediate/char_rnn_generation_tutorial", "intermediate/compiled_autograd_tutorial", "intermediate/custom_function_conv_bn_tutorial", "intermediate/custom_function_double_backward_tutorial", "intermediate/ddp_series_minGPT", "intermediate/ddp_series_multinode", "intermediate/ddp_tutorial", "intermediate/dist_pipeline_parallel_tutorial", "intermediate/dist_tuto", "intermediate/dqn_with_rnn_tutorial", "intermediate/dynamic_quantization_bert_tutorial", "intermediate/ensembling", "intermediate/flask_rest_api_tutorial", "intermediate/forced_alignment_with_torchaudio_tutorial", "intermediate/forward_ad_usage", "intermediate/fx_conv_bn_fuser", "intermediate/fx_profiling_tutorial", "intermediate/inductor_debug_cpu", "intermediate/jacobians_hessians", "intermediate/mario_rl_tutorial", "intermediate/memory_format_tutorial", "intermediate/mnist_train_nas", "intermediate/model_parallel_tutorial", "intermediate/neural_tangent_kernels", "intermediate/nvfuser_intro_tutorial", "intermediate/optimizer_step_in_backward_tutorial", "intermediate/parametrizations", "intermediate/per_sample_grads", "intermediate/process_group_cpp_extension_tutorial", "intermediate/pruning_tutorial", "intermediate/quantized_transfer_learning_tutorial", "intermediate/realtime_rpi", "intermediate/reinforcement_ppo", "intermediate/reinforcement_q_learning", "intermediate/rpc_async_execution", "intermediate/rpc_param_server_tutorial", "intermediate/rpc_tutorial", "intermediate/scaled_dot_product_attention_tutorial", "intermediate/seq2seq_translation_tutorial", "intermediate/spatial_transformer_tutorial", "intermediate/speech_recognition_pipeline_tutorial", "intermediate/tensorboard_profiler_tutorial", "intermediate/tensorboard_tutorial", "intermediate/text_to_speech_with_torchaudio", "intermediate/tiatoolbox_tutorial", "intermediate/torch_compile_tutorial", "intermediate/torch_export_nightly_tutorial", "intermediate/torch_export_tutorial", "intermediate/torchrec_tutorial", "intermediate/torchserve_with_ipex", "intermediate/torchserve_with_ipex_2", "intermediate/torchvision_tutorial", "prototype/backend_config_tutorial", "prototype/distributed_rpc_profiling", "prototype/fx_graph_mode_ptq_dynamic", "prototype/fx_graph_mode_ptq_static", "prototype/fx_graph_mode_quant_guide", "prototype/gpu_quantization_torchao_tutorial", "prototype/graph_mode_dynamic_bert_tutorial", "prototype/inductor_cpp_wrapper_tutorial", "prototype/ios_coreml_workflow", "prototype/ios_gpu_workflow", "prototype/maskedtensor_adagrad", "prototype/maskedtensor_advanced_semantics", "prototype/maskedtensor_overview", "prototype/maskedtensor_sparsity", "prototype/nestedtensor", "prototype/nnapi_mobilenetv2", "prototype/numeric_suite_tutorial", "prototype/prototype_index", "prototype/pt2e_quant_ptq", "prototype/pt2e_quant_qat", "prototype/pt2e_quant_x86_inductor", "prototype/pt2e_quantizer", "prototype/semi_structured_sparse", "prototype/skip_param_init", "prototype/torchscript_freezing", "prototype/tracing_based_selective_build", "prototype/vmap_recipe", "prototype/vulkan_workflow", "recipes/amx", "recipes/android_native_app_with_custom_op", "recipes/bundled_inputs", "recipes/compiling_optimizer", "recipes/compiling_optimizer_lr_scheduler", "recipes/cuda_rpc", "recipes/deployment_with_flask", "recipes/distributed_checkpoint_recipe", "recipes/distributed_device_mesh", "recipes/distributed_optim_torchscript", "recipes/distributed_rpc_profiling", "recipes/fuse", "recipes/inference_tuning_on_aws_graviton", "recipes/intel_extension_for_pytorch", "recipes/intel_neural_compressor_for_pytorch", "recipes/mobile_interpreter", "recipes/mobile_perf", "recipes/model_preparation_android", "recipes/model_preparation_ios", "recipes/profile_with_itt", "recipes/ptmobile_recipes_summary", "recipes/quantization", "recipes/recipes/Captum_Recipe", "recipes/recipes/amp_recipe", "recipes/recipes/benchmark", "recipes/recipes/changing_default_device", "recipes/recipes/defining_a_neural_network", "recipes/recipes/dynamic_quantization", "recipes/recipes/index", "recipes/recipes/loading_data_recipe", "recipes/recipes/module_load_state_dict_tips", "recipes/recipes/profiler_recipe", "recipes/recipes/reasoning_about_shapes", "recipes/recipes/save_load_across_devices", "recipes/recipes/saving_and_loading_a_general_checkpoint", "recipes/recipes/saving_and_loading_models_for_inference", "recipes/recipes/saving_multiple_models_in_one_file", "recipes/recipes/swap_tensors", "recipes/recipes/tensorboard_with_pytorch", "recipes/recipes/timer_quick_start", "recipes/recipes/tuning_guide", "recipes/recipes/warmstarting_model_using_parameters_from_a_different_model", "recipes/recipes/what_is_state_dict", "recipes/recipes/zeroing_out_gradients", "recipes/recipes_index", "recipes/regional_compilation", "recipes/script_optimized", "recipes/torch_compile_backend_ipex", "recipes/torch_compile_user_defined_triton_kernel_tutorial", "recipes/torch_logs", "recipes/torchscript_inference", "recipes/torchserve_vertexai_tutorial", "recipes/zero_redundancy_optimizer", "src/pytorch-sphinx-theme/docs/changelog", "src/pytorch-sphinx-theme/docs/configuring", "src/pytorch-sphinx-theme/docs/demo/api", "src/pytorch-sphinx-theme/docs/demo/demo", "src/pytorch-sphinx-theme/docs/demo/lists_tables", "src/pytorch-sphinx-theme/docs/demo/long", "src/pytorch-sphinx-theme/docs/demo/structure", "src/pytorch-sphinx-theme/docs/index", "src/pytorch-sphinx-theme/docs/installing"], "filenames": ["advanced/ONNXLive.rst", "advanced/coding_ddpg.rst", "advanced/cpp_autograd.rst", "advanced/cpp_cuda_graphs.rst", "advanced/cpp_export.rst", "advanced/cpp_extension.rst", "advanced/cpp_frontend.rst", "advanced/ddp_pipeline.rst", "advanced/dispatcher.rst", "advanced/dynamic_quantization_tutorial.rst", "advanced/extend_dispatcher.rst", "advanced/generic_join.rst", "advanced/neural_style_tutorial.rst", "advanced/numpy_extensions_tutorial.rst", "advanced/pendulum.rst", "advanced/privateuseone.rst", "advanced/rpc_ddp_tutorial.rst", "advanced/semi_structured_sparse.rst", "advanced/sharding.rst", "advanced/static_quantization_tutorial.rst", "advanced/super_resolution_with_onnxruntime.rst", "advanced/torch-script-parallelism.rst", "advanced/torch_script_custom_classes.rst", "advanced/torch_script_custom_ops.rst", "advanced/usb_semisup_learn.rst", "beginner/Intro_to_TorchScript_tutorial.rst", "beginner/audio_data_augmentation_tutorial.rst", "beginner/audio_datasets_tutorial.rst", "beginner/audio_feature_augmentation_tutorial.rst", "beginner/audio_feature_extractions_tutorial.rst", "beginner/audio_io_tutorial.rst", "beginner/audio_resampling_tutorial.rst", "beginner/basics/autogradqs_tutorial.rst", "beginner/basics/buildmodel_tutorial.rst", "beginner/basics/data_tutorial.rst", "beginner/basics/index.rst", "beginner/basics/intro.rst", "beginner/basics/optimization_tutorial.rst", "beginner/basics/quickstart_tutorial.rst", "beginner/basics/saveloadrun_tutorial.rst", "beginner/basics/tensorqs_tutorial.rst", "beginner/basics/transforms_tutorial.rst", "beginner/bettertransformer_tutorial.rst", "beginner/blitz/autograd_tutorial.rst", "beginner/blitz/cifar10_tutorial.rst", "beginner/blitz/data_parallel_tutorial.rst", "beginner/blitz/index.rst", "beginner/blitz/neural_networks_tutorial.rst", "beginner/blitz/tensor_tutorial.rst", "beginner/chatbot_tutorial.rst", "beginner/colab.rst", "beginner/data_loading_tutorial.rst", "beginner/dcgan_faces_tutorial.rst", "beginner/ddp_series_fault_tolerance.rst", "beginner/ddp_series_intro.rst", "beginner/ddp_series_multigpu.rst", "beginner/ddp_series_theory.rst", "beginner/deep_learning_60min_blitz.rst", "beginner/deeplabv3_on_android.rst", "beginner/deeplabv3_on_ios.rst", "beginner/deploy_seq2seq_hybrid_frontend_tutorial.rst", "beginner/dist_overview.rst", "beginner/examples_autograd/index.rst", "beginner/examples_autograd/polynomial_autograd.rst", "beginner/examples_autograd/polynomial_custom_function.rst", "beginner/examples_nn/dynamic_net.rst", "beginner/examples_nn/index.rst", "beginner/examples_nn/polynomial_module.rst", "beginner/examples_nn/polynomial_nn.rst", "beginner/examples_nn/polynomial_optim.rst", "beginner/examples_tensor/index.rst", "beginner/examples_tensor/polynomial_numpy.rst", "beginner/examples_tensor/polynomial_tensor.rst", "beginner/fgsm_tutorial.rst", "beginner/finetuning_torchvision_models_tutorial.rst", "beginner/flava_finetuning_tutorial.rst", "beginner/former_torchies/autograd_tutorial_old.rst", "beginner/former_torchies/index.rst", "beginner/former_torchies/nnft_tutorial.rst", "beginner/former_torchies/parallelism_tutorial.rst", "beginner/former_torchies/tensor_tutorial_old.rst", "beginner/former_torchies_tutorial.rst", "beginner/hta_intro_tutorial.rst", "beginner/hta_trace_diff_tutorial.rst", "beginner/hybrid_frontend/index.rst", "beginner/hybrid_frontend/learning_hybrid_frontend_through_example_tutorial.rst", "beginner/hybrid_frontend_tutorial.rst", "beginner/hyperparameter_tuning_tutorial.rst", "beginner/introyt.rst", "beginner/introyt/autogradyt_tutorial.rst", "beginner/introyt/captumyt.rst", "beginner/introyt/index.rst", "beginner/introyt/introyt1_tutorial.rst", "beginner/introyt/modelsyt_tutorial.rst", "beginner/introyt/tensorboardyt_tutorial.rst", "beginner/introyt/tensors_deeper_tutorial.rst", "beginner/introyt/trainingyt.rst", "beginner/knowledge_distillation_tutorial.rst", "beginner/nlp/advanced_tutorial.rst", "beginner/nlp/deep_learning_tutorial.rst", "beginner/nlp/index.rst", "beginner/nlp/pytorch_tutorial.rst", "beginner/nlp/sequence_models_tutorial.rst", "beginner/nlp/word_embeddings_tutorial.rst", "beginner/nn_tutorial.rst", "beginner/onnx/export_simple_model_to_onnx_tutorial.rst", "beginner/onnx/index.rst", "beginner/onnx/intro_onnx.rst", "beginner/onnx/onnx_registry_tutorial.rst", "beginner/profiler.rst", "beginner/ptcheat.rst", "beginner/pytorch_with_examples.rst", "beginner/saving_loading_models.rst", "beginner/t5_tutorial.rst", "beginner/template_tutorial.rst", "beginner/text_sentiment_ngrams_tutorial.rst", "beginner/torchtext_custom_dataset_tutorial.rst", "beginner/transfer_learning_tutorial.rst", "beginner/translation_transformer.rst", "beginner/vt_tutorial.rst", "distributed/home.rst", "index.rst", "intermediate/FSDP_adavnced_tutorial.rst", "intermediate/FSDP_tutorial.rst", "intermediate/TP_tutorial.rst", "intermediate/autograd_saved_tensors_hooks_tutorial.rst", "intermediate/ax_multiobjective_nas_tutorial.rst", "intermediate/char_rnn_classification_tutorial.rst", "intermediate/char_rnn_generation_tutorial.rst", "intermediate/compiled_autograd_tutorial.rst", "intermediate/custom_function_conv_bn_tutorial.rst", "intermediate/custom_function_double_backward_tutorial.rst", "intermediate/ddp_series_minGPT.rst", "intermediate/ddp_series_multinode.rst", "intermediate/ddp_tutorial.rst", "intermediate/dist_pipeline_parallel_tutorial.rst", "intermediate/dist_tuto.rst", "intermediate/dqn_with_rnn_tutorial.rst", "intermediate/dynamic_quantization_bert_tutorial.rst", "intermediate/ensembling.rst", "intermediate/flask_rest_api_tutorial.rst", "intermediate/forced_alignment_with_torchaudio_tutorial.rst", "intermediate/forward_ad_usage.rst", "intermediate/fx_conv_bn_fuser.rst", "intermediate/fx_profiling_tutorial.rst", "intermediate/inductor_debug_cpu.rst", "intermediate/jacobians_hessians.rst", "intermediate/mario_rl_tutorial.rst", "intermediate/memory_format_tutorial.rst", "intermediate/mnist_train_nas.rst", "intermediate/model_parallel_tutorial.rst", "intermediate/neural_tangent_kernels.rst", "intermediate/nvfuser_intro_tutorial.rst", "intermediate/optimizer_step_in_backward_tutorial.rst", "intermediate/parametrizations.rst", "intermediate/per_sample_grads.rst", "intermediate/process_group_cpp_extension_tutorial.rst", "intermediate/pruning_tutorial.rst", "intermediate/quantized_transfer_learning_tutorial.rst", "intermediate/realtime_rpi.rst", "intermediate/reinforcement_ppo.rst", "intermediate/reinforcement_q_learning.rst", "intermediate/rpc_async_execution.rst", "intermediate/rpc_param_server_tutorial.rst", "intermediate/rpc_tutorial.rst", "intermediate/scaled_dot_product_attention_tutorial.rst", "intermediate/seq2seq_translation_tutorial.rst", "intermediate/spatial_transformer_tutorial.rst", "intermediate/speech_recognition_pipeline_tutorial.rst", "intermediate/tensorboard_profiler_tutorial.rst", "intermediate/tensorboard_tutorial.rst", "intermediate/text_to_speech_with_torchaudio.rst", "intermediate/tiatoolbox_tutorial.rst", "intermediate/torch_compile_tutorial.rst", "intermediate/torch_export_nightly_tutorial.rst", "intermediate/torch_export_tutorial.rst", "intermediate/torchrec_tutorial.rst", "intermediate/torchserve_with_ipex.rst", "intermediate/torchserve_with_ipex_2.rst", "intermediate/torchvision_tutorial.rst", "prototype/backend_config_tutorial.rst", "prototype/distributed_rpc_profiling.rst", "prototype/fx_graph_mode_ptq_dynamic.rst", "prototype/fx_graph_mode_ptq_static.rst", "prototype/fx_graph_mode_quant_guide.rst", "prototype/gpu_quantization_torchao_tutorial.rst", "prototype/graph_mode_dynamic_bert_tutorial.rst", "prototype/inductor_cpp_wrapper_tutorial.rst", "prototype/ios_coreml_workflow.rst", "prototype/ios_gpu_workflow.rst", "prototype/maskedtensor_adagrad.rst", "prototype/maskedtensor_advanced_semantics.rst", "prototype/maskedtensor_overview.rst", "prototype/maskedtensor_sparsity.rst", "prototype/nestedtensor.rst", "prototype/nnapi_mobilenetv2.rst", "prototype/numeric_suite_tutorial.rst", "prototype/prototype_index.rst", "prototype/pt2e_quant_ptq.rst", "prototype/pt2e_quant_qat.rst", "prototype/pt2e_quant_x86_inductor.rst", "prototype/pt2e_quantizer.rst", "prototype/semi_structured_sparse.rst", "prototype/skip_param_init.rst", "prototype/torchscript_freezing.rst", "prototype/tracing_based_selective_build.rst", "prototype/vmap_recipe.rst", "prototype/vulkan_workflow.rst", "recipes/amx.rst", "recipes/android_native_app_with_custom_op.rst", "recipes/bundled_inputs.rst", "recipes/compiling_optimizer.rst", "recipes/compiling_optimizer_lr_scheduler.rst", "recipes/cuda_rpc.rst", "recipes/deployment_with_flask.rst", "recipes/distributed_checkpoint_recipe.rst", "recipes/distributed_device_mesh.rst", "recipes/distributed_optim_torchscript.rst", "recipes/distributed_rpc_profiling.rst", "recipes/fuse.rst", "recipes/inference_tuning_on_aws_graviton.rst", "recipes/intel_extension_for_pytorch.rst", "recipes/intel_neural_compressor_for_pytorch.rst", "recipes/mobile_interpreter.rst", "recipes/mobile_perf.rst", "recipes/model_preparation_android.rst", "recipes/model_preparation_ios.rst", "recipes/profile_with_itt.rst", "recipes/ptmobile_recipes_summary.rst", "recipes/quantization.rst", "recipes/recipes/Captum_Recipe.rst", "recipes/recipes/amp_recipe.rst", "recipes/recipes/benchmark.rst", "recipes/recipes/changing_default_device.rst", "recipes/recipes/defining_a_neural_network.rst", "recipes/recipes/dynamic_quantization.rst", "recipes/recipes/index.rst", "recipes/recipes/loading_data_recipe.rst", "recipes/recipes/module_load_state_dict_tips.rst", "recipes/recipes/profiler_recipe.rst", "recipes/recipes/reasoning_about_shapes.rst", "recipes/recipes/save_load_across_devices.rst", "recipes/recipes/saving_and_loading_a_general_checkpoint.rst", "recipes/recipes/saving_and_loading_models_for_inference.rst", "recipes/recipes/saving_multiple_models_in_one_file.rst", "recipes/recipes/swap_tensors.rst", "recipes/recipes/tensorboard_with_pytorch.rst", "recipes/recipes/timer_quick_start.rst", "recipes/recipes/tuning_guide.rst", "recipes/recipes/warmstarting_model_using_parameters_from_a_different_model.rst", "recipes/recipes/what_is_state_dict.rst", "recipes/recipes/zeroing_out_gradients.rst", "recipes/recipes_index.rst", "recipes/regional_compilation.rst", "recipes/script_optimized.rst", "recipes/torch_compile_backend_ipex.rst", "recipes/torch_compile_user_defined_triton_kernel_tutorial.rst", "recipes/torch_logs.rst", "recipes/torchscript_inference.rst", "recipes/torchserve_vertexai_tutorial.rst", "recipes/zero_redundancy_optimizer.rst", "src/pytorch-sphinx-theme/docs/changelog.rst", "src/pytorch-sphinx-theme/docs/configuring.rst", "src/pytorch-sphinx-theme/docs/demo/api.rst", "src/pytorch-sphinx-theme/docs/demo/demo.rst", "src/pytorch-sphinx-theme/docs/demo/lists_tables.rst", "src/pytorch-sphinx-theme/docs/demo/long.rst", "src/pytorch-sphinx-theme/docs/demo/structure.rst", "src/pytorch-sphinx-theme/docs/index.rst", "src/pytorch-sphinx-theme/docs/installing.rst"], "titles": ["ONNX Live Tutorial", "TorchRL objectives: Coding a DDPG loss", "Autograd in C++ Frontend", "Using CUDA Graphs in PyTorch C++ API", "\u5728 C++ \u4e2d\u52a0\u8f7d TorchScript \u6a21\u578b", "Custom C++ and CUDA Extensions", "Using the PyTorch C++ Frontend", "Training Transformer models using Distributed Data Parallel and Pipeline Parallelism", "Registering a Dispatched Operator in C++", "(beta) Dynamic Quantization on an LSTM Word Language Model", "Extending dispatcher for a new backend in C++", "Distributed Training with Uneven Inputs Using the Join Context Manager", "Neural Transfer Using PyTorch", "Creating Extensions Using NumPy and SciPy", "Pendulum\uff1a\u4f7f\u7528 TorchRL \u7f16\u5199\u73af\u5883\u548ctransforms", "Facilitating New Backend Integration by PrivateUse1", "Combining Distributed DataParallel with Distributed RPC Framework", "(beta) Accelerating BERT with semi-structured (2:4) sparsity", "Exploring TorchRec sharding", "(beta) Static Quantization with Eager Mode in PyTorch", "(optional) PyTorch \u6a21\u578b\u5bfc\u51fa\u5230 ONNX \u5e76\u4f7f\u7528 ONNX Runtime \u8fd0\u884c", "Dynamic Parallelism in TorchScript", "Extending TorchScript with Custom C++ Classes", "Extending TorchScript with Custom C++ Operators", "Semi-Supervised Learning using USB built upon PyTorch", "TorchScript \u4ecb\u7ecd", "\u97f3\u9891\u6570\u636e\u589e\u5f3a", "\u97f3\u9891\u6570\u636e\u96c6", "\u97f3\u9891\u7279\u5f81\u589e\u5f3a", "\u97f3\u9891\u7279\u5f81\u63d0\u53d6", "\u97f3\u9891 I/O", "Audio \u91cd\u91c7\u6837", "\u81ea\u52a8\u5fae\u5206", "\u6784\u5efa\u795e\u7ecf\u7f51\u7edc", "\u6570\u636e\u96c6\u4e0e\u6570\u636e\u52a0\u8f7d\u5668", "Learn the Basics", "\u57fa\u7840\u77e5\u8bc6", "\u4f18\u5316\u6a21\u578b\u53c2\u6570", "\u5feb\u901f\u5165\u95e8", "\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b", "\u5f20\u91cf", "Transforms", "\u4f7f\u7528 Better Transformer \u8fdb\u884c\u5feb\u901f Transformer \u63a8\u65ad", "A Gentle Introduction to torch.autograd", "Training a Classifier", "Optional: Data Parallelism", "Deep Learning with PyTorch: A 60 Minute Blitz", "Neural Networks", "Tensors", "Chatbot Tutorial", "Running Tutorials in Google Colab", "Writing Custom Datasets, DataLoaders and Transforms", "DCGAN \u6559\u7a0b", "Fault-tolerant Distributed Training with torchrun", "PyTorch \u5206\u5e03\u5f0f\u5e76\u884c - Video Tutorials", "\u4f7f\u7528 DDP \u8fdb\u884c\u591a GPU \u8bad\u7ec3", "What is Distributed Data Parallel (DDP)", "PyTorch \u6df1\u5ea6\u5b66\u4e60\uff1a60\u5206\u949f\u5165\u95e8", "Image Segmentation DeepLabV3 on Android", "Image Segmentation DeepLabV3 on iOS", "Deploying a Seq2Seq Model with TorchScript", "PyTorch \u5206\u5e03\u5f0f\u6982\u8ff0", "<no title>", "PyTorch: Tensors and autograd", "PyTorch: Defining New autograd Functions", "PyTorch: Control Flow + Weight Sharing", "<no title>", "PyTorch: Custom nn Modules", "PyTorch: nn", "PyTorch: optim", "<no title>", "Warm-up: numpy", "PyTorch\uff1a\u5f20\u91cf(Tensors)", "\u5bf9\u6297\u6837\u672c\u751f\u6210", "Finetuning Torchvision Models", "TorchMultimodal \u6559\u7a0b\uff1a\u5fae\u8c03 FLAVA", "Autograd", "<no title>", "nn package", "Multi-GPU Examples", "Tensors", "PyTorch for Former Torch Users", "Holistic Trace Analysis \u4ecb\u7ecd", "Holistic Trace Analysis \u5dee\u5f02\u5206\u6790", "<no title>", "Learning Hybrid Frontend Syntax Through Example", "Hybrid Frontend \u6559\u7a0b", "Ray Tune \u8d85\u53c2\u6570\u8c03\u4f18", "PyTorch \u4ecb\u7ecd - YouTube", "\u81ea\u52a8\u5fae\u5206\u57fa\u7840", "\u4f7f\u7528 Captum \u8fdb\u884c\u6a21\u578b\u7406\u89e3", "Introduction to PyTorch on YouTube", "PyTorch \u7b80\u4ecb", "\u4f7f\u7528 PyTorch \u6784\u5efa\u6a21\u578b", "PyTorch TensorBoard \u652f\u6301", "PyTorch Tensors \u4ecb\u7ecd", "\u4f7f\u7528 PyTorch \u8bad\u7ec3\u6a21\u578b", "Knowledge Distillation \u6559\u7a0b", "Advanced: Making Dynamic Decisions and the Bi-LSTM CRF", "Deep Learning with PyTorch", "Deep Learning for NLP with Pytorch", "Introduction to PyTorch", "Sequence Models and Long Short-Term Memory Networks", "Word Embeddings: Encoding Lexical Semantics", "torch.nn \u5177\u4f53\u662f\u4ec0\u4e48?", "Export a PyTorch model to ONNX", "ONNX", "ONNX \u4ecb\u7ecd", "Extending the ONNX Registry", "PyTorch \u6a21\u578b\u5206\u6790", "PyTorch Cheat Sheet", "\u8ddf\u7740\u793a\u4f8b\u5b66\u4e60 PyTorch", "Saving and Loading Models", "T5-Base Model for Summarization, Sentiment Classification, and Translation", "Template Tutorial", "torchtext \u6587\u672c\u5206\u7c7b", "Torchtext \u9884\u5904\u7406\u81ea\u5b9a\u4e49\u6587\u672c\u6570\u636e\u96c6", "\u8ba1\u7b97\u673a\u89c6\u89c9\u8fc1\u79fb\u5b66\u4e60\u6559\u7a0b", "\u6570\u636e\u83b7\u53d6\u548c\u5904\u7406", "\u4f18\u5316\u89c6\u89c9 Transformer \u6a21\u578b", "Distributed and Parallel Training Tutorials", "\u6b22\u8fce\u6765\u5230 PyTorch \u6559\u7a0b", "Advanced Model Training with Fully Sharded Data Parallel (FSDP)", "Getting Started with Fully Sharded Data Parallel(FSDP)", "Large Scale Transformer model training with Tensor Parallel (TP)", "Hooks for autograd saved tensors", "Multi-Objective NAS with Ax", "\u4ece\u96f6\u5f00\u59cb\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff1a\u5b57\u7b26\u7ea7 RNN \u8fdb\u884c\u59d3\u540d\u5206\u7c7b", "\u4ece\u96f6\u5f00\u59cb\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff1a\u5b57\u7b26\u7ea7 RNN \u751f\u6210\u59d3\u540d", "\u7f16\u8bd1\u7684 Autograd\uff1a\u6355\u83b7\u66f4\u5927\u7684\u53cd\u5411\u56fe\u7528\u4e8e torch.compile", "Fusing Convolution and Batch Norm using Custom Function", "Double Backward with Custom Functions", "Training \u201creal-world\u201d models with DDP", "Multinode Training", "Getting Started with Distributed Data Parallel", "Distributed Pipeline Parallelism Using RPC", "Writing Distributed Applications with PyTorch", "Recurrent DQN: Training recurrent policies", "(beta) Dynamic Quantization on BERT", "Model ensembling", "API \u5b9a\u4e49", "Wav2Vec2 \u5f3a\u5236\u5bf9\u9f50", "Forward-mode Automatic Differentiation (Beta)", "(beta) Building a Convolution/Batch Norm fuser in FX", "(beta) Building a Simple CPU Performance Profiler with FX", "Inductor CPU backend debugging and profiling", "Jacobians, Hessians, hvp, vhp, and more: composing function transforms", "\u8bad\u7ec3\u4e00\u4e2a\u9a6c\u91cc\u5965\u6e38\u620f\u7684 RL Agent", "(beta) Channels Last Memory Format in PyTorch", "<no title>", "Single-Machine Model Parallel Best Practices", "Neural Tangent Kernels", "Getting Started - Accelerate Your Scripts with nvFuser", "How to save memory by fusing the optimizer step into the backward pass", "Parametrizations Tutorial", "Per-sample-gradients", "Customize Process Group Backends Using Cpp Extensions", "Pruning Tutorial", "(beta) Quantized Transfer Learning for Computer Vision Tutorial", "\u5728 Raspberry Pi 4 \u4e0a\u8fdb\u884c\u5b9e\u65f6\u63a8\u7406 (30 fps!)", "\u4f7f\u7528 TorchRL \u5f3a\u5316\u5b66\u4e60 (PPO) \u6559\u7a0b", "\u5f3a\u5316\u5b66\u4e60 (DQN) \u6559\u7a0b", "Implementing Batch RPC Processing Using Asynchronous Executions", "Implementing a Parameter Server Using Distributed RPC Framework", "Getting Started with Distributed RPC Framework", "(Beta) Implementing High-Performance Transformers with Scaled Dot Product Attention (SDPA)", "\u4ece\u96f6\u5f00\u59cb\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff1a\u5e8f\u5217\u5230\u5e8f\u5217\u7f51\u7edc\u548c\u6ce8\u610f\u529b\u673a\u5236\u8fdb\u884c\u7ffb\u8bd1", "Spatial Transformer Networks \u6559\u7a0b", "Wav2Vec2 \u8fdb\u884c\u8bed\u97f3\u8bc6\u522b", "PyTorch Profiler With TensorBoard", "TensorBoard \u53ef\u89c6\u5316\u6a21\u578b\u3001\u6570\u636e\u548c\u8bad\u7ec3", "Tacotron2 \u6587\u672c\u8f6c\u8bed\u97f3", "PyTorch \u548c TIAToolbox \u8fdb\u884c\u5168\u5207\u7247\u56fe\u50cf\u5206\u7c7b", "Introduction to torch.compile", "torch.export Nightly Tutorial", "torch.export Tutorial", "Introduction to TorchRec", "Grokking PyTorch Intel CPU performance from first principles", "Grokking PyTorch Intel CPU performance from first principles (Part 2)", "TorchVision \u5bf9\u8c61\u68c0\u6d4b\u5fae\u8c03\u6559\u7a0b", "(prototype) PyTorch BackendConfig Tutorial", "Profiling PyTorch RPC-Based Workloads", "(prototype) FX Graph Mode Post Training Dynamic Quantization", "(prototype) FX Graph Mode Post Training Static Quantization", "(prototype) FX Graph Mode Quantization User Guide", "(prototype) GPU Quantization with TorchAO", "(prototype) Graph Mode Dynamic Quantization on BERT", "Inductor C++ Wrapper Tutorial", "(Prototype) Convert Mobilenetv2 to Core ML", "(Prototype) Use iOS GPU in PyTorch", "(Prototype) Efficiently writing \u201csparse\u201d semantics for Adagrad with MaskedTensor", "(Prototype) MaskedTensor Advanced Semantics", "(Prototype) MaskedTensor Overview", "(Prototype) MaskedTensor Sparsity", "Getting Started with Nested Tensors", "(Beta) Convert MobileNetV2 to NNAPI", "PyTorch Numeric Suite Tutorial", "PyTorch Prototype Recipes", "(prototype) PyTorch 2 Export Post Training Quantization", "(prototype) PyTorch 2 Export Quantization-Aware Training (QAT)", "PyTorch 2 Export Quantization with X86 Backend through Inductor", "How to Write a Quantizer for PyTorch 2 Export Quantization", "(prototype) Accelerating BERT with semi-structured (2:4) sparsity", "Skipping Module Parameter Initialization", "Model Freezing in TorchScript", "(prototype) Tracing-based Selective Build Mobile Interpreter in Android and iOS", "torch.vmap", "PyTorch Vulkan Backend User Workflow", "\u5229\u7528\u82f1\u7279\u5c14\u00ae\u9ad8\u7ea7\u77e9\u9635\u6269\u5c55(Intel\u00ae Advanced Matrix Extensions)", "Making Native Android Application that uses PyTorch prebuilt libraries", "(beta) Bundling inputs to PyTorch Models", "(beta) \u4f7f\u7528 torch.compile \u7f16\u8bd1\u4f18\u5316\u5668", "(beta) Running the compiled optimizer with an LR Scheduler", "\u4f7f\u7528TensorPipe CUDA RPC\u8fdb\u884c\u8bbe\u5907\u5230\u8bbe\u5907\u901a\u4fe1", "\u4f7f\u7528 Flask \u8fdb\u884c\u90e8\u7f72", "\u5206\u5e03\u5f0f\u68c0\u67e5\u70b9 (DCP) \u5165\u95e8", "\u5f00\u59cb\u4f7f\u7528 DeviceMesh", "\u652f\u6301 TorchScript \u7684\u5206\u5e03\u5f0f\u4f18\u5316\u5668", "Profiling PyTorch RPC-Based Workloads", "Fuse Modules Recipe", "(Beta) PyTorch\u5728AWS Graviton\u5904\u7406\u5668\u4e0a\u7684\u63a8\u7406\u6027\u80fd\u4f18\u5316", "Intel\u00ae Extension for PyTorch*", "\u4f7f\u7528Intel\u00ae Neural Compressor\u5b9e\u73b0PyTorch\u7684\u7b80\u6613\u91cf\u5316", "(beta) Efficient mobile interpreter in Android and iOS", "Pytorch Mobile Performance Recipes", "Model Preparation for Android Recipe", "Model Preparation for iOS Recipe", "\u4f7f\u7528 Instrumentation and Tracing Technology (ITT) API \u5206\u6790 PyTorch \u5de5\u4f5c\u8d1f\u8f7d", "Summary of PyTorch Mobile Recipes", "Quantization Recipe", "\u4f7f\u7528 Captum \u8fdb\u884c\u6a21\u578b\u53ef\u89e3\u91ca\u6027", "\u81ea\u52a8\u6df7\u5408\u7cbe\u5ea6", "PyTorch Benchmark", "Changing default device", "PyTorch \u521b\u5efa\u795e\u7ecf\u7f51\u7edc", "\u52a8\u6001\u91cf\u5316", "PyTorch Recipes", "PyTorch \u52a0\u8f7d\u6570\u636e", "\u4ece\u68c0\u67e5\u70b9\u52a0\u8f7d nn.Module \u7684\u6280\u5de7", "PyTorch Profiler", "\u5728PyTorch\u4e2d\u63a8\u7406\u5f62\u72b6", "PyTorch \u4e2d\u8de8\u8bbe\u5907\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b", "PyTorch \u4fdd\u5b58\u548c\u52a0\u8f7d\u901a\u7528\u68c0\u67e5\u70b9", "PyTorch \u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b", "PyTorch \u5728\u4e00\u4e2a\u6587\u4ef6\u4e2d\u4fdd\u5b58\u548c\u52a0\u8f7d\u591a\u4e2a\u6a21\u578b", "\u5728 nn.Module \u4e2d\u4e3a load_state_dict \u548c\u5f20\u91cf\u5b50\u7c7b\u63d0\u4f9b\u6269\u5c55\u70b9", "\u5982\u4f55\u5728PyTorch\u4e2d\u4f7f\u7528TensorBoard", "Timer\u5feb\u901f\u5165\u95e8", "\u6027\u80fd\u8c03\u4f18\u6307\u5357", "PyTorch \u4f7f\u7528\u4e0d\u540c\u6a21\u578b\u7684\u53c2\u6570\u5bf9\u6a21\u578b\u8fdb\u884c\u70ed\u542f\u52a8", "PyTorch \u4e2d state_dict \u662f\u4ec0\u4e48", "\u4ecb\u7ecd", "PyTorch \u793a\u4f8b", "\u901a\u8fc7\u533a\u57df\u7f16\u8bd1\u51cf\u5c11 torch.compile \u51b7\u542f\u52a8\u7f16\u8bd1\u65f6\u95f4", "Script and Optimize for Mobile Recipe", "Intel\u00ae PyTorch* \u6269\u5c55\u540e\u7aef", "\u4f7f\u7528 torch.compile \u548c\u7528\u6237\u81ea\u5b9a\u4e49\u7684 Triton \u5185\u6838", "(Beta) \u4f7f\u7528 TORCH_LOGS python API \u4e0e torch.compile", "TorchScript \u90e8\u7f72", "\u5c06 PyTorch Stable Diffusion \u6a21\u578b\u90e8\u7f72\u4e3a Vertex AI \u7aef\u70b9", "\u4f7f\u7528ZeroRedundancyOptimizer\u5206\u7247\u4f18\u5316\u5668\u72b6\u6001", "Changelog", "Configuration", "5. test_py_module", "3. Paragraph Level Markup", "4. Lists & Tables", "1. Long Sticky Nav", "1. Structural Elements", "<no title>", "Installation"], "terms": {"thi": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 37, 40, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 58, 59, 60, 61, 63, 64, 65, 67, 68, 69, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 87, 97, 98, 99, 100, 101, 102, 103, 105, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 150, 151, 152, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 209, 210, 211, 212, 218, 219, 221, 223, 224, 225, 226, 228, 229, 233, 239, 241, 242, 254, 262, 263, 264, 266, 267], "show": [0, 1, 5, 10, 11, 12, 14, 17, 18, 19, 22, 24, 34, 42, 44, 51, 52, 58, 59, 61, 73, 75, 82, 83, 85, 87, 90, 104, 108, 109, 113, 115, 116, 117, 118, 119, 121, 123, 126, 127, 128, 130, 131, 134, 135, 137, 139, 140, 145, 146, 148, 150, 156, 158, 159, 160, 161, 162, 164, 166, 167, 169, 170, 172, 173, 174, 175, 177, 178, 180, 183, 186, 188, 189, 190, 195, 196, 198, 199, 202, 205, 209, 212, 221, 223, 224, 226, 229, 232, 262, 264], "you": [0, 1, 2, 4, 5, 6, 8, 9, 10, 11, 12, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 25, 31, 32, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 55, 57, 58, 59, 60, 61, 64, 65, 67, 68, 73, 75, 76, 78, 81, 82, 85, 86, 87, 95, 97, 98, 99, 100, 101, 102, 103, 105, 108, 109, 111, 112, 113, 114, 117, 118, 119, 120, 121, 122, 123, 125, 126, 127, 128, 130, 131, 132, 133, 134, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 150, 151, 153, 154, 155, 156, 157, 158, 159, 160, 161, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 176, 177, 179, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 198, 199, 200, 201, 202, 203, 205, 206, 207, 209, 210, 214, 221, 223, 224, 225, 226, 229, 233, 241, 242, 254, 262, 264, 265, 266], "neural": [0, 2, 5, 13, 14, 17, 20, 32, 35, 43, 46, 49, 51, 57, 60, 68, 73, 78, 79, 81, 97, 98, 99, 100, 101, 102, 103, 105, 107, 111, 116, 117, 119, 121, 126, 127, 128, 130, 137, 150, 157, 160, 161, 163, 166, 167, 170, 172, 178, 188, 195, 197, 200, 202, 221, 227, 236, 252], "ha": [0, 1, 2, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 17, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 42, 43, 44, 47, 49, 50, 58, 59, 60, 61, 63, 68, 73, 74, 75, 76, 78, 80, 83, 85, 87, 97, 98, 99, 101, 102, 103, 104, 105, 108, 109, 111, 113, 115, 116, 117, 118, 119, 121, 122, 123, 124, 125, 126, 130, 131, 132, 133, 136, 137, 138, 139, 141, 143, 145, 146, 148, 151, 152, 153, 154, 157, 158, 159, 160, 161, 164, 165, 166, 168, 169, 170, 171, 172, 174, 175, 176, 177, 178, 179, 181, 183, 184, 185, 186, 188, 190, 191, 192, 193, 194, 196, 198, 199, 201, 202, 203, 204, 209, 212, 218, 221, 224, 229, 233, 254, 264, 265], "been": [0, 1, 3, 4, 6, 7, 9, 14, 15, 17, 20, 21, 22, 23, 25, 26, 27, 28, 29, 30, 31, 42, 50, 58, 59, 69, 73, 74, 80, 83, 85, 87, 101, 102, 105, 113, 119, 123, 128, 130, 131, 132, 136, 137, 141, 143, 144, 145, 146, 151, 152, 153, 154, 157, 159, 160, 161, 165, 168, 169, 170, 171, 172, 174, 175, 177, 178, 181, 183, 188, 190, 193, 194, 199, 200, 201, 202, 212, 218, 221, 265], "export": [0, 4, 8, 20, 21, 23, 47, 60, 85, 106, 107, 108, 110, 121, 133, 134, 138, 145, 165, 173, 197, 204, 205, 208, 209, 210, 220, 223, 231, 248, 258, 259], "from": [0, 1, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 33, 34, 37, 38, 41, 42, 44, 45, 47, 48, 49, 51, 52, 53, 55, 58, 59, 60, 61, 63, 64, 67, 68, 69, 73, 75, 76, 78, 80, 82, 83, 85, 87, 90, 92, 94, 96, 97, 98, 99, 100, 101, 102, 103, 104, 107, 108, 109, 110, 111, 113, 114, 115, 116, 117, 118, 119, 121, 122, 123, 124, 125, 126, 127, 128, 130, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 173, 174, 175, 180, 182, 183, 184, 185, 186, 188, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 205, 206, 207, 209, 210, 214, 215, 216, 217, 219, 220, 221, 222, 223, 224, 225, 226, 229, 230, 232, 236, 238, 239, 246, 247, 252, 253, 254, 256, 259, 260, 262, 263, 264, 265], "appl": [0, 98, 102, 177, 185, 188, 189], "format": [0, 1, 5, 7, 9, 12, 16, 17, 19, 20, 23, 25, 51, 52, 58, 59, 60, 87, 94, 95, 96, 97, 107, 108, 110, 115, 119, 121, 122, 123, 130, 136, 138, 144, 145, 157, 158, 159, 162, 164, 167, 169, 170, 172, 174, 175, 177, 179, 182, 183, 186, 188, 189, 190, 192, 193, 195, 198, 199, 201, 202, 204, 217, 221, 222, 225, 226, 229, 231, 235, 237, 248, 258, 264, 265], "us": [0, 1, 4, 8, 9, 10, 14, 15, 16, 17, 18, 19, 21, 32, 33, 38, 42, 44, 45, 47, 48, 49, 51, 52, 54, 55, 56, 57, 58, 59, 61, 63, 64, 65, 67, 68, 69, 72, 73, 75, 76, 78, 79, 80, 81, 82, 83, 85, 87, 95, 97, 98, 99, 100, 101, 102, 103, 107, 108, 110, 111, 114, 115, 117, 118, 120, 121, 122, 124, 125, 126, 127, 128, 131, 133, 136, 138, 140, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 157, 158, 159, 160, 161, 166, 167, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 184, 185, 186, 187, 188, 190, 191, 193, 194, 195, 196, 197, 198, 199, 200, 202, 203, 204, 205, 206, 210, 211, 212, 219, 220, 221, 225, 226, 228, 231, 232, 233, 236, 247, 252, 259, 260, 262, 263, 264, 265], "allow": [0, 1, 2, 4, 5, 6, 7, 8, 10, 11, 12, 14, 19, 22, 23, 24, 25, 32, 43, 49, 50, 51, 52, 53, 60, 61, 79, 82, 83, 85, 87, 97, 99, 101, 102, 103, 105, 108, 113, 119, 122, 123, 124, 126, 128, 131, 136, 137, 138, 140, 143, 147, 148, 151, 153, 154, 156, 157, 158, 160, 161, 162, 164, 165, 166, 167, 172, 173, 174, 175, 176, 177, 178, 179, 186, 187, 190, 191, 194, 196, 198, 199, 200, 201, 207, 209, 229, 262], "easili": [0, 1, 5, 12, 19, 24, 45, 60, 61, 73, 95, 97, 109, 112, 118, 119, 122, 124, 126, 134, 136, 143, 144, 145, 151, 157, 160, 161, 164, 172, 173, 174, 175, 177, 178, 179, 183, 185, 203], "deep": [0, 1, 6, 12, 13, 25, 47, 49, 52, 60, 69, 97, 101, 103, 117, 119, 120, 121, 127, 128, 130, 138, 145, 146, 147, 154, 157, 158, 161, 166, 172, 176, 178, 212, 219, 222, 227, 262], "learn": [0, 1, 4, 6, 7, 9, 13, 14, 17, 20, 21, 25, 43, 45, 47, 49, 51, 52, 53, 54, 55, 56, 57, 60, 61, 69, 73, 79, 81, 82, 84, 86, 87, 97, 101, 103, 104, 105, 107, 108, 112, 113, 114, 115, 116, 121, 122, 123, 126, 127, 128, 132, 133, 134, 136, 137, 145, 146, 149, 153, 154, 155, 157, 159, 160, 161, 163, 166, 167, 170, 172, 174, 175, 176, 178, 179, 185, 190, 191, 192, 193, 194, 197, 198, 200, 201, 202, 204, 205, 209, 212, 217, 222, 224], "devic": [0, 1, 3, 6, 7, 8, 9, 10, 11, 14, 16, 18, 19, 20, 23, 24, 25, 33, 38, 40, 42, 43, 44, 45, 48, 49, 50, 52, 53, 55, 56, 58, 59, 60, 61, 63, 64, 72, 73, 79, 80, 87, 89, 95, 97, 99, 104, 105, 110, 111, 115, 117, 118, 120, 121, 123, 124, 125, 126, 130, 133, 134, 135, 136, 137, 138, 139, 145, 147, 148, 150, 151, 153, 155, 157, 158, 159, 160, 161, 163, 164, 165, 166, 167, 169, 175, 176, 179, 180, 182, 183, 185, 186, 187, 188, 189, 194, 195, 198, 199, 200, 202, 203, 209, 211, 212, 213, 215, 219, 220, 221, 224, 229, 231, 232, 236, 240, 241, 245, 248, 253, 254, 256, 257, 260], "case": [0, 1, 2, 3, 4, 5, 6, 8, 10, 11, 13, 14, 16, 17, 20, 22, 23, 25, 32, 43, 49, 51, 60, 61, 68, 73, 75, 82, 85, 97, 98, 99, 101, 102, 103, 108, 111, 112, 120, 121, 122, 123, 124, 125, 126, 127, 130, 131, 135, 136, 137, 139, 140, 142, 145, 146, 148, 150, 151, 153, 154, 155, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 169, 172, 173, 174, 175, 177, 178, 179, 180, 185, 186, 190, 192, 193, 194, 195, 198, 201, 202, 203, 206, 207, 209, 221, 224, 254], "stream": [0, 3, 15, 82, 98, 119, 135, 150, 159, 187, 209, 221], "camera": [0, 121, 159], "open": [0, 5, 9, 12, 20, 38, 49, 50, 58, 59, 60, 75, 87, 90, 103, 104, 105, 107, 115, 116, 117, 119, 122, 127, 128, 136, 138, 139, 140, 144, 147, 153, 155, 166, 167, 169, 172, 182, 186, 189, 205, 207, 209, 214, 221, 223, 224, 225, 226, 230, 259], "network": [0, 2, 3, 5, 7, 8, 12, 13, 14, 17, 19, 20, 21, 25, 32, 35, 43, 46, 49, 51, 57, 60, 68, 69, 73, 78, 79, 81, 92, 97, 98, 100, 101, 103, 105, 107, 111, 116, 117, 119, 121, 125, 126, 130, 133, 134, 144, 150, 151, 154, 157, 158, 163, 166, 169, 170, 172, 178, 195, 197, 200, 202, 221, 227, 236, 254], "exchang": [0, 49, 105, 107, 122, 136, 166, 169], "an": [0, 1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 32, 42, 43, 45, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 61, 65, 67, 69, 73, 75, 76, 78, 80, 82, 83, 85, 86, 87, 92, 97, 98, 99, 100, 101, 105, 107, 108, 109, 110, 111, 112, 113, 116, 117, 121, 122, 123, 124, 126, 127, 128, 130, 131, 133, 134, 135, 136, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 150, 151, 153, 154, 155, 156, 157, 159, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 209, 210, 214, 219, 221, 223, 224, 226, 228, 229, 233, 254, 259, 262, 264, 265], "repres": [0, 1, 5, 7, 10, 12, 13, 18, 20, 21, 25, 43, 49, 51, 52, 60, 63, 73, 75, 82, 85, 97, 103, 105, 107, 109, 110, 115, 116, 122, 123, 124, 126, 127, 129, 137, 140, 142, 143, 144, 147, 148, 160, 161, 164, 166, 172, 174, 175, 177, 179, 183, 190, 194, 198, 199, 205, 264], "With": [0, 4, 8, 10, 15, 16, 17, 18, 19, 21, 42, 48, 52, 58, 59, 61, 73, 85, 101, 115, 124, 131, 136, 138, 145, 150, 151, 153, 162, 163, 164, 165, 166, 177, 178, 185, 187, 195, 198, 200, 201, 202, 205, 212, 225, 226, 229, 262, 264], "ai": [0, 75, 90, 99, 100, 104, 123, 126, 138, 147, 166, 176, 215, 221, 230, 252], "develop": [0, 1, 3, 5, 8, 10, 12, 15, 23, 24, 58, 59, 60, 82, 85, 101, 105, 107, 113, 115, 136, 140, 148, 156, 164, 169, 180, 185, 187, 188, 189, 190, 193, 198, 199, 201, 205, 209, 221, 223, 228, 236, 264, 265], "can": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 34, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 55, 57, 58, 59, 60, 61, 64, 65, 67, 68, 73, 76, 78, 79, 80, 82, 83, 85, 87, 95, 97, 98, 99, 100, 101, 102, 103, 105, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 130, 131, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 150, 151, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 184, 185, 186, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 209, 210, 212, 219, 221, 223, 224, 225, 226, 228, 229, 232, 233, 250, 254, 262, 264], "more": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 14, 15, 17, 19, 20, 21, 22, 25, 38, 42, 43, 44, 45, 48, 49, 50, 51, 52, 53, 55, 56, 61, 67, 69, 73, 75, 76, 78, 79, 85, 97, 98, 99, 101, 102, 103, 105, 109, 110, 111, 112, 113, 115, 116, 117, 118, 120, 121, 122, 124, 126, 127, 128, 130, 131, 132, 133, 134, 136, 137, 140, 142, 143, 144, 147, 150, 151, 153, 154, 157, 158, 159, 160, 161, 163, 164, 165, 166, 167, 170, 172, 173, 174, 175, 177, 178, 179, 180, 183, 184, 185, 186, 190, 191, 192, 193, 194, 196, 197, 198, 199, 200, 202, 204, 205, 206, 207, 209, 221, 224, 232, 262, 265], "move": [0, 1, 4, 5, 7, 12, 23, 26, 27, 28, 29, 30, 31, 40, 43, 47, 48, 73, 74, 99, 110, 122, 123, 124, 133, 134, 135, 137, 141, 147, 150, 153, 154, 155, 156, 158, 161, 163, 164, 165, 167, 168, 169, 171, 178, 179, 184, 189, 191, 199, 200, 207, 210, 224, 254], "between": [0, 1, 5, 6, 8, 11, 12, 14, 16, 17, 19, 21, 22, 23, 40, 47, 48, 49, 58, 59, 60, 65, 73, 82, 83, 85, 87, 95, 97, 98, 99, 102, 103, 108, 121, 123, 124, 126, 136, 137, 138, 144, 147, 148, 150, 151, 157, 161, 163, 164, 165, 166, 170, 172, 173, 174, 175, 177, 178, 179, 182, 185, 186, 187, 190, 191, 193, 196, 197, 199, 200, 201, 202, 219, 233, 264, 265], "state": [0, 1, 5, 8, 9, 10, 11, 12, 14, 17, 22, 38, 44, 49, 52, 53, 55, 60, 61, 78, 79, 87, 97, 98, 102, 112, 119, 122, 123, 127, 128, 130, 132, 134, 137, 138, 139, 142, 147, 153, 155, 157, 160, 161, 162, 163, 164, 166, 169, 182, 186, 190, 193, 196, 202, 217], "art": [0, 5, 44, 52, 79, 103, 119, 138, 157, 186], "tool": [0, 3, 6, 8, 14, 21, 25, 51, 60, 82, 87, 98, 123, 134, 136, 137, 145, 162, 165, 169, 170, 172, 178, 183, 196, 209, 210, 224], "choos": [0, 1, 8, 10, 12, 15, 44, 49, 52, 55, 59, 65, 87, 99, 111, 112, 124, 128, 134, 136, 144, 147, 154, 159, 160, 161, 166, 169, 172, 178, 179, 185, 186, 198, 200, 228], "combin": [0, 5, 10, 21, 61, 75, 87, 97, 98, 101, 103, 115, 120, 121, 123, 125, 127, 128, 130, 139, 151, 157, 158, 161, 164, 166, 184, 187, 194, 198, 200], "best": [0, 5, 6, 7, 8, 17, 23, 37, 43, 52, 58, 61, 73, 87, 98, 105, 108, 109, 112, 115, 117, 119, 121, 132, 135, 136, 138, 139, 145, 155, 158, 159, 161, 162, 164, 167, 185, 195, 200, 202, 221, 224, 264], "them": [0, 1, 2, 3, 5, 6, 8, 9, 10, 11, 12, 14, 17, 18, 19, 23, 25, 43, 44, 47, 48, 49, 51, 53, 55, 59, 60, 61, 65, 67, 68, 73, 75, 78, 87, 97, 98, 99, 100, 101, 102, 103, 105, 107, 108, 111, 112, 115, 116, 118, 121, 122, 124, 126, 127, 128, 130, 131, 135, 136, 137, 139, 140, 144, 145, 146, 150, 151, 153, 154, 155, 157, 159, 161, 162, 163, 164, 172, 177, 178, 179, 182, 185, 192, 194, 195, 196, 201, 202, 203, 209, 210, 212, 214, 219, 221, 226, 254, 262], "support": [0, 4, 6, 7, 11, 14, 15, 16, 17, 18, 19, 22, 23, 24, 42, 47, 51, 56, 60, 61, 73, 78, 80, 83, 85, 91, 97, 105, 107, 109, 113, 121, 122, 123, 126, 131, 133, 134, 136, 137, 138, 142, 145, 148, 154, 156, 157, 159, 160, 162, 163, 164, 169, 172, 173, 174, 175, 177, 178, 179, 180, 182, 183, 184, 186, 188, 189, 190, 191, 192, 194, 195, 196, 197, 198, 199, 200, 201, 202, 205, 207, 208, 209, 211, 212, 221, 224, 229, 252, 254, 262, 263], "commun": [0, 11, 15, 18, 55, 61, 110, 113, 121, 122, 123, 124, 126, 132, 133, 134, 156, 160, 162, 163, 164, 169, 172, 177, 197], "partner": [0, 113], "about": [0, 1, 4, 5, 6, 7, 8, 9, 10, 14, 15, 17, 19, 20, 21, 22, 23, 38, 42, 43, 49, 52, 53, 54, 55, 57, 73, 78, 87, 97, 99, 100, 101, 102, 103, 105, 107, 108, 109, 112, 113, 117, 119, 120, 121, 122, 126, 127, 128, 131, 133, 134, 136, 139, 140, 143, 144, 145, 146, 153, 155, 158, 159, 160, 161, 162, 164, 165, 166, 167, 169, 172, 173, 174, 175, 177, 179, 184, 185, 186, 188, 189, 191, 192, 193, 195, 197, 198, 199, 200, 201, 202, 204, 205, 209, 210, 223, 224, 229, 262], "ar": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 37, 42, 43, 44, 47, 48, 49, 50, 51, 52, 53, 55, 56, 58, 59, 60, 61, 67, 68, 69, 73, 75, 76, 78, 80, 82, 83, 85, 87, 95, 97, 98, 99, 100, 101, 102, 103, 105, 107, 108, 109, 111, 112, 113, 115, 116, 117, 118, 119, 120, 122, 123, 124, 125, 126, 127, 128, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 150, 151, 153, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 177, 178, 179, 180, 182, 183, 184, 185, 186, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 209, 210, 212, 219, 221, 223, 224, 229, 232, 242, 252, 254, 262, 264, 265, 266], "go": [0, 4, 11, 12, 13, 14, 16, 18, 19, 21, 22, 23, 25, 48, 49, 51, 58, 59, 60, 78, 95, 98, 101, 102, 105, 107, 108, 117, 119, 121, 122, 125, 127, 133, 136, 139, 142, 143, 144, 146, 158, 159, 161, 163, 166, 170, 178, 179, 180, 185, 188, 189, 190, 201, 205, 224, 229], "walk": [0, 5, 6, 10, 15, 16, 22, 23, 24, 25, 43, 54, 58, 59, 60, 61, 100, 114, 120, 121, 125, 145, 147, 163, 177, 180, 185, 187, 188, 189, 200, 205, 223], "through": [0, 1, 3, 4, 5, 6, 7, 8, 10, 13, 14, 15, 16, 17, 19, 21, 22, 23, 24, 25, 34, 43, 44, 47, 49, 52, 54, 55, 58, 59, 60, 61, 73, 75, 78, 84, 87, 97, 98, 99, 100, 101, 102, 105, 107, 108, 110, 114, 115, 118, 119, 120, 121, 122, 124, 125, 127, 130, 131, 136, 139, 143, 144, 145, 146, 147, 148, 150, 151, 153, 155, 156, 160, 161, 162, 163, 164, 165, 166, 169, 170, 172, 173, 175, 176, 177, 178, 183, 184, 185, 187, 188, 189, 190, 192, 196, 197, 198, 201, 202, 205, 206, 209, 210, 221, 223, 229, 264], "4": [0, 1, 2, 3, 5, 6, 7, 12, 13, 14, 16, 21, 23, 24, 25, 32, 34, 36, 40, 43, 45, 48, 51, 52, 53, 54, 55, 63, 64, 65, 73, 75, 80, 87, 90, 92, 93, 94, 95, 96, 98, 99, 101, 102, 103, 104, 108, 111, 113, 115, 116, 117, 119, 121, 122, 123, 125, 126, 129, 130, 132, 133, 136, 137, 145, 147, 148, 150, 153, 154, 157, 158, 160, 161, 162, 163, 164, 167, 172, 174, 175, 177, 179, 182, 185, 190, 191, 192, 193, 194, 197, 198, 199, 205, 209, 216, 220, 223, 246, 253, 254, 256, 262, 264, 265, 268], "main": [0, 1, 3, 4, 5, 6, 7, 11, 16, 19, 22, 23, 52, 53, 55, 58, 59, 61, 87, 97, 104, 107, 108, 113, 119, 122, 123, 127, 132, 135, 136, 138, 145, 158, 161, 162, 163, 164, 167, 174, 175, 177, 178, 179, 185, 187, 188, 198, 201, 206, 207, 209, 219, 221, 222, 223, 224, 227, 238, 258, 260, 262, 264, 266], "step": [0, 3, 5, 6, 7, 8, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 23, 37, 38, 43, 44, 47, 49, 52, 60, 61, 65, 67, 69, 73, 82, 85, 87, 89, 92, 94, 96, 97, 98, 99, 102, 103, 104, 105, 108, 110, 111, 115, 117, 118, 119, 120, 121, 122, 123, 127, 128, 130, 132, 134, 136, 137, 138, 140, 143, 145, 147, 150, 151, 154, 158, 161, 162, 163, 164, 165, 166, 167, 170, 172, 173, 174, 175, 177, 178, 179, 180, 182, 183, 185, 186, 189, 194, 195, 196, 198, 199, 200, 201, 202, 203, 205, 207, 209, 210, 211, 212, 215, 217, 221, 222, 223, 224, 229, 231, 239, 245, 246, 251, 254, 255, 260], "we": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 32, 34, 39, 40, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 55, 58, 59, 60, 63, 64, 65, 67, 68, 69, 73, 75, 76, 78, 79, 82, 83, 85, 87, 95, 97, 98, 99, 101, 102, 103, 105, 108, 109, 111, 113, 115, 116, 117, 118, 119, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 204, 205, 206, 207, 209, 210, 212, 223, 224, 225, 226, 229, 232, 250, 254, 262, 264], "work": [0, 1, 2, 4, 5, 6, 7, 9, 12, 14, 17, 18, 20, 21, 22, 23, 25, 42, 43, 49, 50, 51, 52, 55, 56, 58, 59, 60, 61, 73, 78, 85, 87, 97, 98, 100, 103, 113, 115, 116, 119, 121, 125, 127, 128, 130, 131, 132, 134, 135, 136, 137, 139, 140, 142, 143, 144, 146, 150, 153, 154, 155, 156, 157, 159, 160, 162, 164, 165, 166, 169, 172, 174, 175, 177, 179, 182, 183, 184, 185, 186, 188, 189, 190, 191, 192, 193, 194, 195, 196, 198, 199, 200, 202, 203, 204, 206, 207, 209, 221, 224, 225, 226, 254, 264, 265], "virtualenv": 0, "order": [0, 4, 6, 11, 12, 15, 17, 20, 22, 34, 44, 45, 49, 50, 55, 60, 63, 64, 65, 67, 68, 69, 73, 82, 87, 105, 107, 108, 109, 111, 113, 118, 121, 123, 125, 126, 128, 131, 134, 135, 136, 143, 144, 145, 146, 148, 156, 157, 163, 166, 167, 172, 173, 174, 175, 176, 179, 180, 183, 189, 192, 194, 195, 201, 202, 206, 223, 254], "avoid": [0, 5, 16, 44, 58, 59, 87, 97, 122, 123, 124, 130, 134, 135, 136, 148, 151, 153, 160, 162, 178, 185, 190, 191, 194, 197, 202, 203, 224], "conflict": [0, 16, 145], "your": [0, 2, 6, 8, 9, 11, 12, 14, 15, 17, 18, 19, 22, 23, 25, 38, 42, 43, 44, 45, 47, 49, 50, 51, 53, 54, 55, 58, 59, 61, 67, 73, 75, 78, 82, 87, 99, 101, 102, 103, 105, 107, 108, 109, 110, 112, 113, 114, 121, 122, 123, 125, 130, 131, 132, 133, 134, 136, 137, 138, 140, 142, 144, 146, 147, 148, 150, 153, 154, 156, 157, 158, 159, 160, 163, 164, 165, 167, 169, 170, 172, 173, 174, 175, 177, 178, 186, 187, 188, 189, 195, 197, 198, 199, 200, 201, 202, 203, 205, 206, 207, 210, 214, 219, 223, 225, 226, 247, 258, 259, 262, 264, 265, 269], "local": [0, 5, 6, 7, 8, 9, 16, 18, 19, 22, 23, 49, 50, 98, 112, 114, 122, 124, 126, 134, 135, 136, 138, 153, 157, 158, 162, 163, 164, 166, 167, 178, 186, 209, 219, 223, 224, 254, 260, 262], "packag": [0, 2, 5, 6, 17, 18, 22, 23, 24, 44, 47, 51, 57, 61, 68, 69, 75, 76, 77, 79, 81, 87, 97, 99, 107, 110, 111, 115, 116, 117, 119, 120, 121, 122, 123, 134, 136, 138, 144, 156, 158, 159, 161, 164, 169, 172, 178, 186, 188, 202, 209, 221, 224, 239, 247], "also": [0, 1, 2, 4, 5, 6, 8, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 37, 42, 43, 47, 48, 49, 51, 52, 53, 54, 58, 59, 60, 61, 65, 67, 68, 73, 75, 76, 78, 79, 80, 82, 85, 87, 95, 97, 98, 99, 100, 101, 102, 103, 108, 109, 111, 112, 113, 115, 116, 118, 119, 122, 123, 124, 125, 126, 127, 128, 130, 131, 134, 135, 136, 137, 138, 140, 142, 143, 144, 145, 146, 150, 153, 154, 155, 156, 157, 158, 160, 161, 162, 163, 164, 165, 166, 169, 172, 173, 174, 175, 177, 178, 179, 180, 182, 183, 184, 189, 190, 191, 192, 193, 196, 198, 200, 201, 202, 203, 204, 206, 207, 209, 212, 221, 223, 224, 229, 233, 254, 262, 264, 265], "python": [0, 1, 3, 4, 6, 7, 9, 10, 12, 13, 14, 15, 17, 18, 20, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 43, 44, 45, 47, 48, 49, 51, 52, 53, 55, 56, 57, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 121, 122, 123, 125, 126, 127, 128, 129, 130, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 157, 159, 160, 161, 163, 165, 166, 167, 169, 173, 174, 175, 176, 178, 179, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 198, 200, 204, 205, 206, 209, 212, 214, 216, 217, 221, 222, 223, 224, 227, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 256, 258, 264, 265], "3": [0, 1, 2, 3, 5, 6, 7, 13, 14, 16, 17, 18, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 40, 42, 43, 48, 49, 51, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 80, 87, 89, 90, 92, 93, 95, 96, 97, 98, 99, 101, 102, 103, 104, 108, 109, 110, 111, 112, 113, 114, 115, 116, 118, 119, 121, 122, 123, 124, 127, 129, 130, 131, 136, 137, 139, 140, 141, 143, 144, 145, 147, 148, 150, 151, 152, 153, 154, 155, 157, 158, 159, 160, 162, 163, 164, 165, 167, 168, 171, 172, 173, 174, 175, 176, 178, 179, 184, 185, 188, 189, 190, 191, 192, 193, 194, 195, 198, 199, 202, 203, 204, 205, 206, 207, 208, 209, 212, 214, 216, 220, 221, 222, 223, 227, 228, 230, 231, 238, 240, 245, 248, 255, 256, 258, 264, 265, 268], "6": [0, 3, 6, 7, 11, 13, 19, 23, 34, 36, 43, 44, 47, 49, 58, 59, 60, 61, 63, 64, 65, 67, 68, 71, 72, 85, 87, 90, 92, 93, 94, 95, 96, 101, 102, 103, 109, 111, 112, 116, 117, 130, 131, 135, 136, 138, 145, 148, 150, 156, 157, 159, 162, 164, 172, 174, 175, 177, 178, 185, 186, 194, 198, 199, 202, 209, 214, 216, 219, 220, 222, 225, 226, 228, 229, 231, 240, 242, 243, 244, 248, 249, 250, 251, 254, 258, 268], "other": [0, 1, 5, 6, 7, 8, 10, 11, 14, 17, 19, 21, 22, 23, 25, 44, 47, 48, 49, 52, 53, 55, 56, 57, 58, 59, 60, 61, 68, 69, 73, 75, 79, 80, 82, 83, 87, 95, 97, 99, 101, 102, 103, 111, 112, 113, 114, 116, 123, 124, 126, 127, 128, 130, 132, 133, 134, 136, 137, 138, 140, 142, 143, 144, 145, 146, 147, 150, 151, 153, 154, 155, 156, 157, 159, 160, 161, 162, 163, 164, 166, 170, 173, 174, 175, 177, 178, 179, 180, 183, 184, 185, 186, 190, 191, 192, 193, 194, 195, 198, 199, 200, 201, 202, 203, 205, 210, 219, 224, 229, 245, 254, 263, 264], "version": [0, 1, 3, 4, 5, 6, 7, 8, 10, 12, 14, 20, 22, 23, 25, 42, 80, 105, 107, 108, 115, 116, 119, 122, 123, 125, 126, 127, 130, 136, 137, 138, 139, 142, 146, 148, 154, 156, 157, 158, 159, 160, 167, 169, 170, 172, 176, 179, 184, 185, 186, 188, 189, 190, 198, 199, 201, 204, 205, 207, 209, 219, 221, 223, 224, 229, 258, 259, 262, 265], "should": [0, 1, 2, 4, 5, 6, 7, 8, 10, 11, 14, 15, 16, 18, 19, 20, 21, 22, 23, 32, 42, 43, 44, 49, 50, 51, 52, 53, 55, 58, 59, 60, 69, 73, 78, 82, 85, 87, 97, 98, 99, 100, 102, 103, 111, 117, 119, 121, 122, 125, 126, 127, 131, 134, 136, 137, 139, 140, 144, 147, 148, 151, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 165, 166, 170, 172, 173, 174, 175, 176, 177, 178, 179, 183, 185, 188, 189, 190, 191, 192, 198, 201, 206, 207, 209, 219, 223, 224, 254, 262, 264, 267], "well": [0, 1, 3, 4, 5, 6, 8, 10, 11, 19, 20, 22, 23, 42, 44, 48, 49, 53, 60, 67, 82, 85, 87, 97, 99, 101, 105, 110, 111, 112, 113, 117, 122, 123, 125, 126, 127, 130, 131, 136, 137, 138, 142, 143, 144, 153, 154, 158, 159, 162, 163, 164, 165, 166, 169, 170, 172, 173, 178, 179, 183, 186, 188, 189, 190, 191, 192, 194, 196, 198, 201, 203, 221, 223, 224, 264], "python3": [0, 5, 18, 22, 23, 169, 188, 220, 247], "m": [0, 4, 5, 6, 7, 8, 10, 14, 15, 19, 22, 23, 32, 43, 49, 52, 89, 93, 96, 101, 104, 110, 113, 116, 117, 118, 122, 123, 127, 128, 135, 138, 143, 145, 146, 147, 148, 150, 156, 157, 158, 162, 164, 166, 174, 175, 184, 186, 193, 198, 199, 200, 203, 209, 220, 227, 232, 238, 245, 247, 248, 265], "venv": 0, "sourc": [0, 1, 3, 5, 6, 7, 9, 10, 11, 12, 13, 14, 16, 17, 20, 22, 23, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 43, 44, 45, 47, 48, 49, 51, 52, 55, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 112, 113, 114, 115, 116, 117, 118, 119, 122, 124, 125, 126, 127, 128, 130, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 156, 157, 160, 161, 162, 164, 165, 166, 167, 169, 172, 173, 175, 178, 179, 182, 185, 187, 188, 190, 191, 192, 193, 194, 195, 196, 197, 200, 204, 205, 206, 207, 212, 219, 221, 223, 224, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 256, 257], "bin": [0, 4, 6, 22, 23, 92, 136, 187, 195, 196, 205, 209, 219, 221, 224, 227], "activ": [0, 5, 6, 9, 10, 12, 14, 15, 17, 19, 47, 52, 82, 93, 97, 99, 104, 122, 124, 132, 136, 138, 145, 146, 153, 157, 159, 165, 169, 178, 180, 183, 186, 187, 188, 196, 200, 201, 202, 206, 209, 220, 221, 229, 239, 258, 264], "need": [0, 1, 3, 4, 5, 6, 7, 9, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 32, 34, 43, 44, 45, 47, 49, 50, 51, 52, 53, 54, 55, 58, 59, 60, 61, 63, 64, 67, 75, 76, 79, 82, 83, 87, 97, 98, 99, 101, 102, 103, 105, 108, 111, 112, 115, 116, 117, 118, 119, 121, 122, 123, 124, 125, 126, 127, 128, 130, 131, 133, 134, 136, 137, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 172, 173, 174, 175, 176, 178, 179, 180, 183, 185, 186, 188, 189, 190, 194, 195, 196, 198, 199, 200, 201, 202, 203, 205, 207, 209, 210, 221, 223, 224, 225, 226, 229, 254, 264], "instal": [0, 1, 5, 6, 7, 8, 17, 20, 23, 24, 50, 51, 53, 55, 57, 58, 87, 90, 94, 107, 115, 116, 118, 119, 122, 123, 124, 127, 128, 132, 133, 136, 137, 140, 142, 144, 147, 156, 159, 160, 161, 162, 166, 169, 172, 173, 179, 185, 186, 188, 189, 195, 205, 207, 209, 220, 222, 223, 224, 225, 226, 228, 232, 234, 237, 239, 241, 242, 243, 244, 246, 247, 249, 250, 251, 253, 258, 268], "pip": [0, 17, 20, 24, 50, 75, 82, 90, 94, 105, 107, 115, 118, 119, 138, 140, 147, 158, 159, 161, 169, 172, 173, 179, 185, 195, 207, 220, 222, 224, 230, 232, 234, 237, 239, 241, 242, 243, 244, 246, 249, 250, 251, 253], "torchvis": [0, 4, 10, 12, 19, 20, 33, 34, 37, 38, 39, 41, 43, 44, 50, 52, 57, 58, 59, 73, 75, 87, 90, 92, 94, 96, 97, 110, 117, 119, 121, 122, 123, 130, 135, 138, 140, 143, 144, 147, 149, 150, 153, 158, 159, 162, 163, 167, 169, 170, 172, 173, 177, 178, 183, 185, 188, 189, 195, 196, 198, 199, 200, 201, 205, 207, 214, 221, 222, 224, 225, 226, 228, 229, 230, 234, 237, 239, 246, 248, 251, 255, 258], "xcode": [0, 59, 189, 205, 223, 224, 226, 228], "want": [0, 1, 2, 4, 5, 6, 8, 9, 10, 12, 14, 15, 16, 19, 21, 22, 23, 24, 32, 43, 44, 47, 49, 51, 52, 58, 59, 60, 63, 64, 67, 73, 76, 78, 79, 85, 87, 97, 98, 99, 100, 101, 102, 103, 108, 111, 112, 116, 124, 125, 126, 127, 136, 137, 138, 139, 142, 144, 146, 148, 149, 151, 154, 157, 158, 159, 160, 163, 165, 166, 167, 172, 174, 175, 176, 179, 182, 183, 184, 190, 192, 196, 197, 198, 199, 201, 206, 209, 223, 224, 229, 241], "iphon": [0, 188, 224], "linux": [0, 5, 6, 18, 20, 22, 23, 105, 124, 134, 136, 159, 169, 177, 178, 179, 195, 207, 209, 221], "howev": [0, 1, 5, 6, 8, 10, 12, 14, 15, 17, 20, 22, 23, 25, 45, 47, 49, 51, 52, 60, 61, 73, 76, 85, 87, 97, 98, 113, 117, 124, 125, 130, 131, 135, 136, 137, 139, 140, 144, 148, 150, 153, 156, 157, 158, 161, 162, 163, 164, 165, 166, 170, 172, 173, 174, 175, 177, 180, 184, 187, 191, 192, 194, 199, 201, 202, 205, 206, 223, 224, 262, 263], "itself": [0, 5, 7, 11, 23, 32, 43, 60, 61, 82, 85, 97, 101, 102, 108, 112, 113, 124, 125, 127, 131, 136, 142, 143, 147, 160, 163, 164, 166, 196], "mac": [0, 20, 138, 207, 226], "For": [0, 1, 2, 4, 5, 6, 7, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 25, 32, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 55, 58, 59, 60, 61, 63, 64, 65, 68, 73, 75, 78, 79, 80, 82, 83, 87, 97, 98, 99, 100, 102, 103, 105, 108, 111, 112, 113, 114, 115, 116, 119, 121, 122, 123, 124, 125, 126, 127, 128, 130, 133, 134, 135, 136, 137, 138, 139, 140, 143, 144, 145, 147, 148, 150, 154, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 185, 186, 187, 189, 190, 191, 192, 193, 194, 196, 198, 199, 200, 201, 202, 203, 207, 209, 210, 212, 219, 221, 224, 228, 229, 254, 262, 264, 265], "publish": [0, 209], "http": [0, 4, 6, 7, 18, 19, 20, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 37, 38, 40, 45, 46, 49, 58, 59, 60, 74, 75, 77, 78, 84, 90, 91, 94, 100, 104, 105, 106, 108, 113, 115, 118, 119, 120, 122, 123, 127, 128, 129, 130, 138, 140, 141, 142, 143, 144, 148, 153, 154, 155, 156, 158, 159, 161, 166, 168, 169, 170, 171, 172, 173, 175, 179, 180, 182, 183, 185, 188, 189, 191, 193, 195, 204, 205, 206, 207, 208, 209, 214, 217, 219, 222, 223, 230, 231, 232, 235, 236, 237, 238, 246, 262, 264], "github": [0, 2, 3, 4, 6, 7, 10, 11, 16, 19, 22, 23, 24, 33, 49, 53, 54, 55, 60, 61, 78, 104, 108, 115, 118, 121, 122, 123, 124, 130, 132, 133, 134, 135, 136, 138, 139, 140, 142, 143, 144, 147, 148, 155, 156, 162, 163, 164, 169, 172, 179, 180, 183, 185, 187, 189, 205, 206, 207, 208, 209, 214, 215, 216, 217, 219, 221, 222, 223, 230, 262], "com": [0, 7, 10, 18, 19, 20, 24, 25, 33, 37, 49, 60, 75, 78, 104, 108, 115, 118, 119, 123, 127, 128, 130, 142, 143, 144, 148, 155, 156, 161, 166, 172, 179, 180, 182, 183, 185, 195, 205, 206, 207, 208, 209, 214, 217, 219, 222, 223, 230, 232], "exampl": [0, 1, 2, 3, 4, 6, 7, 8, 9, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 23, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 55, 60, 61, 63, 64, 65, 67, 68, 69, 71, 72, 75, 76, 77, 80, 82, 83, 84, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 100, 101, 104, 105, 107, 108, 109, 110, 111, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 184, 185, 186, 188, 189, 190, 191, 192, 193, 194, 196, 198, 199, 200, 202, 203, 204, 205, 206, 207, 209, 210, 212, 214, 223, 224, 225, 226, 229, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 256, 257, 260, 262, 263, 265, 268], "tree": [0, 6, 10, 12, 15, 22, 49, 60, 78, 98, 103, 113, 130, 205, 223, 262], "master": [0, 4, 16, 19, 49, 60, 78, 118, 119, 123, 130, 135, 136, 143, 144, 148, 163, 164, 179, 180, 183, 189, 195, 197, 200, 205, 207, 221, 223], "fast_neural_styl": 0, "If": [0, 1, 2, 4, 5, 6, 8, 10, 11, 12, 14, 16, 17, 18, 21, 22, 23, 24, 32, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 55, 58, 60, 61, 63, 73, 75, 76, 78, 82, 87, 95, 97, 98, 99, 100, 101, 102, 103, 112, 113, 114, 117, 118, 122, 123, 124, 125, 127, 128, 130, 134, 136, 137, 139, 140, 142, 143, 144, 145, 146, 148, 150, 153, 154, 155, 156, 159, 160, 161, 162, 163, 164, 165, 166, 169, 172, 173, 174, 175, 176, 177, 179, 180, 183, 184, 185, 186, 187, 188, 189, 190, 191, 193, 194, 195, 196, 198, 199, 202, 203, 206, 207, 209, 210, 219, 221, 223, 224, 226, 233, 242, 254, 262, 264], "would": [0, 3, 4, 5, 6, 7, 8, 14, 16, 18, 19, 20, 21, 22, 23, 25, 43, 49, 53, 55, 60, 61, 73, 76, 87, 97, 98, 101, 102, 103, 108, 112, 113, 116, 117, 123, 124, 125, 126, 127, 128, 130, 131, 134, 135, 137, 138, 140, 143, 144, 145, 146, 148, 150, 153, 154, 155, 156, 158, 159, 160, 161, 162, 163, 164, 166, 172, 173, 174, 175, 177, 178, 179, 183, 186, 192, 193, 197, 199, 206, 210, 224, 226], "like": [0, 1, 3, 4, 5, 6, 8, 9, 10, 11, 12, 14, 16, 17, 18, 20, 21, 22, 23, 25, 43, 44, 45, 47, 48, 49, 51, 52, 53, 58, 59, 60, 61, 65, 67, 68, 75, 78, 79, 80, 82, 85, 87, 97, 98, 99, 101, 102, 103, 105, 108, 109, 110, 111, 112, 113, 114, 116, 117, 120, 121, 123, 124, 125, 126, 127, 128, 131, 133, 134, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 148, 151, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 165, 166, 169, 170, 172, 174, 175, 176, 177, 178, 179, 180, 182, 183, 184, 186, 187, 188, 191, 192, 193, 195, 197, 198, 199, 200, 201, 202, 206, 207, 209, 210, 219, 221, 223, 226, 233, 263, 264], "differ": [0, 1, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 22, 23, 24, 32, 47, 48, 49, 51, 52, 58, 59, 60, 61, 73, 80, 81, 82, 83, 85, 87, 92, 97, 98, 99, 103, 105, 115, 116, 119, 121, 122, 123, 124, 126, 127, 128, 130, 133, 134, 135, 136, 138, 139, 140, 142, 144, 145, 146, 148, 150, 151, 153, 154, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 169, 172, 173, 174, 175, 177, 178, 180, 183, 185, 187, 189, 190, 191, 192, 193, 194, 196, 198, 199, 200, 201, 202, 203, 205, 207, 209, 219, 224, 229, 232, 236, 252, 254, 262], "feel": [0, 6, 10, 19, 43, 49, 78, 97, 103, 105, 107, 108, 112, 122, 143, 144, 145, 147, 148, 153, 169, 174, 175, 188], "free": [0, 6, 10, 19, 22, 23, 25, 43, 49, 60, 73, 78, 85, 97, 105, 107, 108, 112, 122, 126, 130, 136, 142, 143, 144, 147, 148, 153, 160, 162, 166, 169, 174, 175, 176, 188, 230, 247], "skip": [0, 1, 4, 5, 10, 14, 17, 19, 23, 42, 43, 98, 112, 116, 131, 142, 147, 162, 164, 169, 175, 183, 197, 202], "These": [0, 1, 5, 7, 8, 11, 12, 14, 17, 19, 20, 21, 25, 43, 49, 52, 55, 82, 87, 98, 100, 102, 103, 108, 109, 113, 117, 118, 136, 147, 158, 160, 161, 163, 165, 166, 172, 177, 178, 183, 185, 198, 199, 201, 202, 262, 264], "meant": [0, 6, 11, 85, 122, 192], "appli": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 13, 14, 15, 17, 19, 23, 25, 51, 52, 58, 59, 60, 61, 64, 68, 73, 79, 82, 85, 97, 99, 108, 111, 113, 116, 119, 121, 123, 130, 131, 134, 135, 136, 139, 140, 142, 143, 146, 147, 148, 151, 153, 154, 155, 157, 160, 162, 163, 164, 166, 167, 172, 177, 178, 179, 182, 185, 186, 190, 191, 194, 199, 202, 203, 206, 209, 219, 221, 224, 229, 245, 254], "still": [0, 1, 5, 6, 8, 10, 11, 12, 14, 15, 17, 18, 19, 20, 23, 42, 47, 52, 61, 73, 79, 80, 87, 97, 101, 105, 109, 112, 113, 119, 122, 126, 127, 128, 134, 136, 137, 142, 143, 144, 148, 150, 153, 164, 173, 175, 177, 180, 182, 183, 185, 187, 188, 189, 190, 192, 196, 198, 201, 202, 205, 209, 210, 223, 224, 229], "imag": [0, 1, 19, 23, 34, 43, 47, 49, 51, 52, 57, 60, 73, 75, 82, 87, 90, 92, 94, 96, 97, 121, 124, 126, 139, 147, 148, 150, 153, 155, 157, 159, 161, 167, 169, 170, 179, 183, 185, 194, 198, 199, 200, 205, 207, 209, 214, 223, 224, 225, 226, 230, 259], "realli": [0, 5, 8, 23, 25, 42, 44, 98, 99, 103, 108, 113, 125, 158, 170, 190, 192, 206], "optim": [0, 3, 5, 6, 7, 8, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 32, 35, 37, 38, 43, 47, 49, 53, 55, 58, 59, 60, 61, 65, 66, 67, 73, 75, 79, 82, 85, 87, 89, 92, 94, 96, 97, 98, 102, 103, 112, 115, 117, 118, 121, 122, 123, 124, 127, 129, 130, 132, 134, 135, 136, 137, 139, 143, 144, 145, 147, 148, 149, 150, 154, 155, 157, 158, 159, 160, 161, 162, 163, 166, 167, 169, 170, 172, 173, 175, 176, 177, 179, 183, 185, 186, 189, 190, 194, 195, 196, 197, 199, 200, 202, 204, 205, 207, 211, 215, 217, 219, 221, 222, 223, 228, 229, 231, 238, 241, 242, 243, 244, 245, 246, 249, 250, 251, 252, 255, 260], "fast": [0, 1, 5, 6, 17, 18, 21, 42, 49, 104, 123, 124, 134, 151, 160, 165, 172, 185, 197, 202, 224], "enough": [0, 5, 6, 17, 21, 23, 49, 82, 101, 125, 130, 159, 202], "video": [0, 20, 43, 44, 53, 55, 56, 75, 79, 114, 120, 121, 132, 133, 159, 169, 176], "reduc": [0, 3, 6, 9, 11, 17, 19, 37, 43, 56, 58, 59, 61, 97, 109, 119, 122, 123, 124, 126, 130, 132, 134, 136, 138, 146, 147, 148, 153, 157, 159, 162, 164, 169, 172, 173, 174, 175, 177, 178, 186, 187, 195, 200, 202, 204, 205, 219, 223, 224, 228, 229, 232], "resolut": [0, 20, 172], "low": [0, 1, 4, 5, 6, 7, 14, 24, 25, 49, 52, 68, 82, 99, 113, 121, 127, 147, 160, 169, 178, 221], "thei": [0, 1, 3, 4, 5, 6, 8, 10, 12, 14, 16, 19, 20, 21, 23, 25, 44, 48, 49, 52, 55, 58, 59, 60, 73, 80, 82, 85, 97, 99, 100, 101, 102, 103, 105, 107, 108, 109, 112, 113, 115, 122, 125, 126, 127, 128, 131, 134, 135, 136, 137, 145, 146, 148, 153, 154, 160, 161, 162, 164, 166, 172, 174, 175, 177, 178, 179, 180, 183, 186, 190, 191, 192, 193, 194, 196, 198, 199, 201, 203, 204, 209, 221, 225, 226, 254, 262, 264], "let": [0, 1, 2, 4, 5, 6, 8, 9, 10, 11, 12, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 43, 44, 45, 47, 49, 51, 52, 58, 59, 60, 68, 73, 75, 76, 78, 79, 80, 85, 87, 97, 98, 99, 101, 102, 103, 104, 105, 108, 109, 111, 112, 116, 117, 118, 119, 124, 126, 131, 134, 135, 136, 137, 138, 139, 143, 144, 145, 146, 148, 150, 151, 153, 154, 155, 157, 158, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 176, 177, 178, 179, 185, 188, 189, 190, 191, 194, 201, 202, 209, 223, 224, 262, 264], "s": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 11, 12, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 43, 44, 45, 47, 48, 49, 51, 52, 53, 55, 57, 58, 59, 61, 68, 73, 76, 78, 79, 80, 85, 87, 92, 93, 95, 96, 97, 98, 99, 102, 103, 104, 105, 107, 108, 109, 110, 111, 112, 113, 115, 117, 118, 119, 120, 121, 122, 123, 124, 126, 127, 128, 130, 131, 132, 134, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 148, 150, 151, 153, 154, 155, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 176, 177, 179, 180, 182, 183, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 205, 206, 209, 210, 214, 223, 224, 225, 226, 229, 231, 250, 254, 258, 262, 264, 265], "git": [0, 179, 185, 214, 219, 268], "clone": [0, 1, 11, 12, 14, 22, 23, 54, 95, 110, 127, 131, 132, 136, 145, 146, 148, 157, 209, 210, 214, 219], "cd": [0, 4, 6, 22, 23, 169, 179, 182, 189, 195, 207, 209, 219, 226, 227], "yourself": [0, 4, 5, 6, 8, 23, 42, 60, 101, 147, 184], "repositori": [0, 6, 10, 54, 58, 59, 83, 114, 119, 122, 124, 136, 156, 164, 165, 166, 179, 205, 207, 209, 223, 262, 269], "just": [0, 1, 2, 3, 4, 5, 6, 8, 9, 10, 12, 14, 16, 17, 19, 20, 21, 22, 23, 25, 42, 44, 45, 47, 49, 50, 51, 52, 53, 56, 60, 65, 67, 73, 76, 78, 85, 87, 95, 97, 98, 99, 101, 102, 103, 111, 112, 113, 116, 117, 122, 123, 124, 126, 127, 128, 134, 137, 138, 145, 146, 150, 151, 153, 154, 156, 157, 158, 159, 160, 161, 162, 163, 164, 170, 172, 177, 179, 183, 185, 187, 189, 192, 195, 198, 199, 201, 202, 205, 209, 221, 229, 233, 264, 266], "inform": [0, 1, 2, 4, 5, 7, 8, 10, 14, 20, 22, 23, 25, 45, 49, 53, 64, 73, 78, 82, 87, 97, 101, 102, 103, 108, 111, 112, 113, 118, 119, 123, 125, 126, 127, 128, 134, 136, 137, 138, 142, 143, 144, 147, 158, 159, 160, 161, 163, 165, 166, 169, 170, 172, 174, 176, 177, 178, 179, 180, 183, 184, 185, 188, 193, 194, 195, 198, 203, 206, 207, 224, 229, 232, 254, 264], "how": [0, 1, 2, 4, 5, 6, 7, 8, 9, 10, 12, 14, 16, 17, 18, 19, 20, 21, 22, 23, 25, 42, 43, 44, 45, 47, 49, 50, 51, 52, 55, 56, 57, 58, 59, 60, 61, 73, 75, 78, 80, 82, 85, 86, 87, 97, 99, 100, 101, 102, 103, 104, 105, 108, 109, 112, 113, 115, 116, 117, 118, 119, 120, 121, 125, 126, 127, 128, 131, 132, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 147, 148, 150, 151, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 185, 186, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 200, 202, 204, 205, 209, 210, 212, 219, 224, 225, 226, 227, 229, 232, 252, 254, 258, 264, 266, 268], "do": [0, 1, 2, 3, 4, 5, 6, 7, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 25, 32, 39, 42, 47, 49, 50, 51, 52, 54, 58, 59, 60, 61, 63, 64, 68, 69, 76, 78, 80, 85, 87, 97, 98, 99, 101, 102, 103, 105, 108, 111, 112, 114, 116, 118, 121, 123, 124, 125, 126, 127, 130, 133, 134, 135, 136, 137, 139, 140, 142, 143, 144, 145, 146, 147, 149, 150, 151, 153, 154, 156, 157, 158, 159, 160, 161, 164, 166, 170, 172, 174, 175, 177, 178, 179, 182, 183, 185, 186, 189, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 206, 209, 219, 223, 224, 225, 226, 229, 233, 242, 258, 263, 265], "now": [0, 1, 2, 4, 5, 6, 8, 9, 10, 11, 12, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 42, 43, 44, 45, 47, 49, 50, 51, 52, 55, 58, 59, 60, 63, 73, 76, 78, 80, 85, 87, 96, 97, 98, 99, 101, 103, 105, 107, 108, 111, 116, 117, 118, 119, 122, 124, 125, 126, 127, 128, 130, 131, 134, 135, 136, 137, 138, 140, 143, 144, 145, 146, 147, 151, 153, 154, 155, 156, 157, 159, 160, 161, 162, 163, 164, 166, 167, 169, 170, 172, 173, 175, 176, 177, 179, 180, 182, 183, 185, 186, 188, 189, 190, 191, 194, 195, 198, 200, 201, 202, 203, 206, 209, 212, 224, 225, 233, 250, 264], "ll": [0, 1, 4, 5, 6, 8, 9, 10, 17, 19, 20, 22, 23, 48, 49, 50, 60, 87, 98, 105, 127, 128, 136, 137, 139, 140, 142, 146, 151, 153, 155, 159, 160, 161, 163, 166, 170, 177, 182, 183, 184, 185, 186, 188, 189, 190, 192, 196, 198, 199, 201, 202, 212, 224, 232], "pre": [0, 19, 98, 122, 124, 136, 138, 158, 159, 172, 179, 185, 186, 188, 189, 201, 223, 224], "script": [0, 1, 5, 6, 7, 9, 10, 12, 13, 14, 17, 19, 20, 21, 22, 24, 32, 33, 34, 36, 37, 38, 39, 40, 41, 43, 44, 45, 47, 48, 49, 51, 52, 55, 58, 59, 60, 61, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 110, 112, 113, 114, 115, 116, 117, 118, 122, 123, 125, 126, 127, 128, 130, 132, 133, 134, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 157, 159, 160, 161, 163, 165, 166, 167, 169, 172, 173, 174, 175, 177, 178, 179, 182, 183, 185, 188, 189, 190, 191, 192, 193, 194, 195, 196, 198, 199, 200, 204, 205, 206, 207, 209, 210, 212, 217, 219, 221, 223, 224, 228, 229, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 256, 257, 258], "provid": [0, 1, 4, 5, 6, 8, 10, 11, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 44, 49, 51, 52, 56, 58, 59, 60, 61, 73, 82, 83, 85, 87, 97, 98, 99, 105, 107, 108, 112, 113, 115, 116, 118, 120, 121, 122, 124, 125, 126, 132, 133, 134, 135, 136, 137, 138, 143, 144, 145, 146, 147, 148, 157, 159, 160, 162, 163, 165, 169, 172, 173, 174, 175, 179, 186, 188, 192, 193, 195, 196, 197, 198, 199, 201, 202, 203, 206, 209, 210, 217, 219, 221, 224, 228, 264], "download_saved_model": 0, "py": [0, 1, 5, 6, 7, 8, 9, 10, 12, 13, 14, 17, 19, 20, 22, 23, 24, 25, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 51, 52, 53, 55, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 77, 78, 79, 80, 84, 85, 87, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 112, 113, 114, 115, 116, 117, 118, 119, 122, 123, 124, 125, 126, 127, 128, 129, 130, 132, 134, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 156, 157, 160, 161, 163, 165, 166, 167, 169, 173, 174, 175, 179, 182, 183, 184, 185, 186, 188, 189, 190, 191, 192, 193, 194, 196, 200, 204, 205, 206, 207, 212, 214, 216, 217, 222, 224, 227, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 256, 257, 259, 262, 264, 269], "put": [0, 2, 5, 6, 8, 12, 14, 16, 42, 45, 49, 51, 59, 75, 85, 113, 115, 121, 122, 123, 135, 136, 137, 150, 154, 159, 160, 161, 163, 164, 166, 172, 188, 200, 201, 209, 264], "saved_model": [0, 96], "folder": [0, 4, 6, 19, 23, 50, 52, 82, 83, 122, 138, 170, 179, 182, 183, 186, 189, 198, 199, 205, 207, 209, 219, 225, 226], "There": [0, 4, 6, 8, 10, 14, 15, 17, 22, 23, 25, 47, 73, 76, 79, 85, 97, 98, 99, 102, 103, 113, 117, 120, 128, 133, 137, 139, 144, 146, 148, 150, 151, 153, 155, 158, 159, 160, 163, 164, 166, 174, 175, 179, 180, 182, 192, 195, 198, 201, 202, 229, 254, 265], "file": [0, 2, 5, 6, 7, 8, 9, 10, 15, 19, 20, 21, 22, 23, 50, 51, 52, 55, 58, 59, 60, 75, 82, 83, 87, 101, 109, 110, 114, 116, 118, 119, 122, 125, 126, 127, 128, 134, 136, 138, 140, 145, 153, 156, 159, 169, 172, 174, 175, 179, 182, 183, 186, 187, 189, 193, 194, 198, 199, 205, 207, 210, 214, 219, 221, 223, 224, 225, 226, 236, 262, 263, 265, 269], "candi": 0, "pth": [0, 5, 9, 19, 20, 23, 24, 38, 39, 44, 60, 73, 112, 172, 182, 183, 185, 198, 199, 221, 222, 238, 243, 254], "mosaic": 0, "rain_princess": 0, "udni": 0, "directori": [0, 1, 4, 5, 6, 12, 22, 23, 49, 51, 52, 75, 87, 97, 112, 114, 117, 126, 127, 128, 138, 145, 158, 166, 169, 172, 185, 186, 189, 195, 205, 209, 224], "have": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 34, 40, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 55, 57, 58, 59, 60, 63, 68, 69, 73, 76, 78, 79, 80, 82, 83, 85, 87, 95, 97, 98, 99, 100, 101, 102, 103, 105, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 122, 123, 124, 125, 126, 127, 128, 131, 132, 133, 136, 137, 138, 139, 142, 143, 144, 145, 146, 147, 148, 150, 153, 154, 155, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 169, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 198, 199, 200, 201, 202, 203, 204, 206, 207, 209, 210, 212, 221, 223, 224, 225, 226, 229, 233, 241, 242, 250, 254, 264], "The": [0, 2, 3, 4, 5, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 32, 42, 43, 44, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 58, 59, 60, 61, 67, 68, 69, 73, 75, 76, 78, 79, 80, 82, 83, 85, 91, 93, 95, 97, 98, 99, 100, 101, 102, 103, 105, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 121, 122, 123, 124, 126, 127, 128, 130, 131, 134, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 150, 151, 153, 154, 155, 157, 158, 159, 160, 161, 162, 163, 164, 165, 167, 169, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 209, 210, 212, 214, 219, 221, 223, 224, 225, 226, 229, 254, 262, 265], "definit": [0, 5, 6, 8, 10, 20, 22, 25, 47, 58, 59, 60, 68, 73, 78, 85, 99, 111, 121, 144, 154, 161, 165, 182, 191, 209, 210, 219, 229, 254, 264], "previous": [0, 4, 5, 8, 20, 32, 60, 85, 101, 115, 118, 142, 143, 157, 160, 161, 162, 169, 190, 198, 206, 224], "few": [0, 5, 6, 8, 9, 10, 15, 19, 21, 22, 23, 47, 51, 56, 60, 79, 85, 97, 99, 100, 101, 102, 103, 112, 113, 115, 116, 120, 122, 125, 127, 128, 130, 134, 136, 137, 150, 154, 159, 160, 163, 166, 173, 178, 180, 185, 191, 192, 193, 198, 199, 209, 210, 212, 221], "line": [0, 4, 5, 6, 8, 9, 12, 13, 17, 21, 22, 23, 49, 50, 51, 56, 58, 59, 60, 61, 82, 97, 99, 109, 115, 116, 126, 127, 128, 136, 144, 145, 150, 159, 163, 164, 166, 169, 170, 173, 174, 178, 182, 187, 189, 190, 192, 209, 221, 223, 225, 226, 254, 265], "In": [0, 1, 2, 3, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 32, 42, 43, 45, 48, 49, 50, 51, 52, 53, 55, 56, 57, 58, 59, 60, 64, 65, 67, 68, 73, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 87, 95, 97, 98, 99, 101, 102, 103, 105, 108, 109, 111, 112, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 143, 144, 145, 146, 147, 148, 150, 151, 153, 154, 155, 156, 157, 158, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 196, 198, 199, 200, 201, 202, 203, 204, 205, 207, 209, 212, 219, 221, 223, 224, 225, 264, 265, 267], "instead": [0, 4, 5, 6, 8, 10, 14, 17, 19, 20, 22, 23, 25, 32, 44, 45, 49, 51, 52, 53, 58, 59, 60, 61, 64, 98, 99, 103, 107, 108, 109, 113, 116, 117, 122, 123, 125, 126, 127, 128, 130, 131, 132, 135, 136, 143, 144, 146, 147, 148, 150, 151, 153, 156, 157, 158, 159, 162, 163, 164, 166, 167, 170, 172, 173, 177, 178, 179, 180, 185, 190, 192, 193, 194, 199, 200, 201, 202, 206, 210, 224, 254], "actual": [0, 1, 3, 5, 6, 8, 11, 13, 14, 15, 19, 21, 22, 23, 25, 38, 49, 51, 52, 58, 59, 60, 73, 85, 97, 98, 101, 103, 108, 112, 116, 118, 121, 125, 126, 127, 130, 134, 136, 140, 143, 144, 151, 153, 160, 166, 169, 170, 173, 174, 175, 176, 178, 183, 185, 190, 192, 198, 199, 201, 205, 206, 224, 225, 226, 254], "net": [0, 3, 6, 14, 19, 24, 44, 45, 47, 49, 52, 73, 79, 81, 85, 87, 92, 94, 97, 110, 123, 125, 130, 136, 147, 151, 159, 163, 167, 169, 170, 204, 210, 222, 231, 234, 240, 241, 242, 243, 244, 250, 251, 264, 265], "call": [0, 3, 4, 5, 6, 8, 9, 10, 11, 13, 14, 15, 16, 17, 20, 21, 22, 23, 24, 25, 32, 42, 43, 44, 45, 47, 49, 51, 52, 53, 55, 58, 59, 60, 61, 63, 67, 68, 69, 73, 75, 76, 78, 80, 85, 95, 97, 98, 99, 101, 102, 103, 109, 111, 112, 113, 116, 118, 120, 121, 123, 124, 125, 126, 128, 129, 134, 135, 136, 137, 138, 142, 143, 144, 145, 147, 148, 150, 151, 153, 154, 155, 156, 157, 158, 160, 161, 162, 163, 164, 165, 166, 167, 169, 172, 173, 174, 175, 176, 177, 178, 183, 184, 186, 187, 188, 189, 195, 196, 199, 202, 205, 206, 207, 209, 212, 219, 220, 224, 225, 226, 229, 233, 239, 242, 254, 264], "torch": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 25, 32, 33, 34, 35, 37, 38, 39, 40, 41, 42, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 55, 57, 58, 59, 60, 63, 64, 65, 67, 68, 69, 72, 73, 75, 76, 78, 79, 85, 87, 89, 90, 92, 94, 95, 96, 97, 98, 99, 102, 103, 105, 107, 108, 109, 110, 111, 113, 114, 115, 116, 117, 118, 119, 121, 122, 123, 124, 125, 127, 128, 130, 131, 135, 136, 137, 138, 139, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 156, 158, 159, 160, 161, 162, 163, 164, 166, 167, 169, 170, 172, 176, 178, 179, 180, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 193, 194, 195, 196, 197, 200, 201, 202, 203, 204, 205, 207, 208, 209, 210, 212, 213, 215, 216, 217, 219, 220, 221, 222, 223, 225, 226, 227, 229, 233, 234, 235, 237, 239, 240, 242, 243, 244, 246, 247, 248, 249, 250, 251, 252, 254, 255, 258, 259, 260], "_export": [0, 175, 198, 199, 200], "which": [0, 1, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 25, 32, 42, 43, 44, 47, 48, 49, 50, 51, 52, 55, 56, 58, 59, 60, 61, 63, 64, 67, 68, 69, 73, 75, 76, 78, 79, 82, 83, 85, 87, 97, 98, 99, 101, 102, 103, 105, 108, 109, 111, 112, 113, 115, 116, 117, 118, 119, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 150, 151, 153, 154, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 184, 185, 186, 188, 190, 191, 192, 193, 194, 196, 198, 199, 200, 201, 202, 203, 205, 209, 212, 223, 224, 228, 229, 232, 233, 254, 262, 264, 265], "api": [0, 2, 5, 8, 10, 11, 14, 15, 18, 20, 21, 22, 23, 24, 25, 33, 34, 41, 48, 56, 60, 61, 82, 90, 107, 108, 109, 113, 121, 123, 124, 125, 126, 127, 129, 134, 135, 136, 138, 144, 145, 146, 155, 158, 162, 163, 164, 169, 174, 175, 176, 178, 179, 180, 182, 183, 184, 185, 188, 189, 195, 196, 197, 198, 199, 200, 204, 205, 206, 209, 214, 215, 216, 217, 221, 222, 223, 224, 229, 230, 232, 233, 235, 237, 247, 248, 252, 254, 255, 256, 258, 263], "directli": [0, 4, 5, 6, 8, 11, 12, 14, 20, 22, 23, 25, 42, 48, 52, 61, 85, 87, 105, 107, 108, 113, 118, 124, 131, 132, 138, 146, 159, 160, 164, 166, 183, 185, 186, 192, 193, 194, 203, 207, 210, 223, 229], "don": [0, 5, 6, 8, 10, 21, 42, 43, 44, 52, 53, 63, 73, 76, 87, 98, 99, 102, 108, 111, 112, 113, 117, 125, 126, 127, 130, 131, 138, 144, 146, 147, 149, 153, 158, 160, 161, 164, 165, 183, 184, 186, 188, 189, 190, 191, 192, 201, 212, 223, 262, 264, 265], "t": [0, 1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 17, 19, 21, 22, 23, 24, 25, 32, 34, 37, 38, 40, 42, 43, 44, 47, 48, 49, 50, 52, 53, 58, 59, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 76, 78, 87, 89, 94, 96, 97, 98, 99, 101, 102, 103, 105, 108, 110, 111, 112, 113, 115, 116, 117, 122, 123, 125, 126, 127, 130, 131, 137, 138, 139, 142, 143, 144, 145, 146, 147, 148, 149, 151, 153, 154, 155, 157, 158, 159, 160, 161, 162, 164, 165, 166, 169, 170, 172, 173, 174, 175, 177, 179, 180, 182, 183, 184, 185, 186, 188, 189, 190, 191, 192, 194, 196, 198, 199, 201, 202, 206, 207, 209, 210, 212, 220, 223, 229, 235, 237, 238, 240, 250, 254, 256, 262, 264, 265], "even": [0, 1, 4, 5, 6, 8, 10, 14, 16, 21, 23, 25, 43, 44, 51, 73, 76, 78, 95, 103, 108, 112, 113, 115, 122, 123, 124, 131, 134, 140, 143, 144, 146, 154, 160, 162, 165, 172, 174, 175, 177, 185, 190, 192, 193, 196, 201, 204, 229], "becaus": [0, 1, 2, 4, 5, 6, 8, 12, 14, 15, 16, 17, 19, 20, 21, 22, 23, 32, 34, 42, 43, 44, 47, 48, 49, 51, 52, 55, 56, 58, 59, 60, 61, 63, 69, 73, 78, 79, 85, 87, 97, 98, 99, 101, 105, 108, 111, 112, 116, 117, 119, 125, 127, 130, 131, 134, 135, 137, 138, 142, 144, 146, 147, 148, 150, 151, 155, 157, 158, 162, 164, 166, 167, 169, 173, 174, 175, 177, 179, 182, 184, 185, 186, 189, 190, 192, 195, 196, 199, 201, 202, 204, 206, 209, 211, 212, 229, 254], "alreadi": [0, 1, 2, 4, 5, 6, 10, 11, 15, 22, 23, 79, 97, 98, 108, 113, 124, 126, 130, 134, 140, 148, 150, 153, 158, 159, 160, 165, 170, 174, 175, 177, 178, 192, 195, 201, 221, 224, 229], "exist": [0, 2, 4, 6, 8, 9, 10, 11, 17, 22, 23, 25, 47, 49, 52, 53, 67, 73, 76, 80, 83, 85, 95, 101, 104, 121, 136, 138, 143, 157, 159, 164, 165, 166, 167, 169, 172, 173, 174, 175, 182, 186, 189, 190, 191, 193, 198, 201, 202, 204, 209, 210, 226], "neural_styl": 0, "take": [0, 1, 2, 3, 4, 5, 6, 8, 9, 11, 12, 14, 15, 16, 17, 19, 20, 21, 23, 25, 34, 43, 44, 47, 48, 49, 50, 51, 52, 58, 59, 60, 61, 68, 73, 75, 78, 82, 85, 95, 97, 99, 101, 102, 103, 108, 110, 112, 113, 116, 117, 118, 124, 125, 126, 127, 128, 131, 134, 135, 136, 138, 140, 144, 146, 147, 150, 153, 154, 155, 158, 159, 160, 161, 162, 163, 164, 166, 169, 170, 172, 173, 174, 175, 176, 177, 178, 179, 183, 185, 190, 193, 194, 196, 198, 199, 200, 201, 202, 206, 209, 210, 221, 223, 224, 229, 232, 233, 254, 262, 264], "look": [0, 2, 4, 5, 6, 8, 9, 10, 11, 12, 14, 16, 18, 20, 22, 23, 25, 34, 43, 44, 47, 48, 49, 50, 51, 52, 73, 78, 79, 85, 87, 98, 99, 101, 102, 103, 105, 108, 112, 113, 116, 117, 118, 123, 124, 125, 126, 131, 136, 137, 139, 148, 150, 151, 153, 157, 159, 160, 163, 164, 165, 166, 169, 170, 172, 174, 175, 176, 178, 179, 182, 183, 187, 188, 190, 193, 194, 198, 199, 200, 221, 224, 232], "essenti": [0, 6, 10, 14, 32, 49, 98, 99, 101, 129, 136, 161, 174, 175, 203, 210, 254], "trace": [0, 5, 8, 10, 20, 21, 43, 49, 60, 78, 107, 109, 110, 112, 121, 138, 143, 145, 151, 165, 169, 174, 175, 188, 195, 197, 204, 210, 221, 224, 225, 226, 239, 248, 252], "so": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 17, 18, 19, 20, 21, 22, 23, 24, 25, 42, 44, 47, 49, 51, 52, 53, 58, 59, 60, 65, 68, 73, 75, 76, 78, 80, 83, 85, 87, 95, 97, 98, 99, 100, 101, 102, 103, 105, 108, 109, 111, 113, 115, 116, 117, 119, 122, 123, 124, 125, 126, 127, 128, 130, 131, 135, 136, 137, 138, 140, 143, 144, 145, 146, 147, 149, 150, 153, 154, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 169, 172, 173, 174, 175, 177, 178, 179, 180, 183, 184, 185, 186, 188, 189, 190, 192, 193, 194, 195, 196, 198, 199, 201, 202, 203, 205, 207, 209, 210, 221, 223, 224, 225, 226, 228, 229, 232, 247, 248, 254, 263, 264, 265], "intern": [0, 5, 8, 10, 11, 15, 22, 49, 56, 60, 68, 76, 97, 111, 113, 121, 123, 126, 136, 169, 177, 189, 190, 197, 204, 209, 264], "dummi": [0, 1, 8, 20, 47, 78, 85, 110, 134, 139, 146, 155, 156, 177, 186, 200, 254], "data": [0, 2, 3, 5, 11, 12, 14, 16, 17, 18, 20, 21, 22, 23, 24, 33, 34, 37, 38, 40, 41, 43, 46, 47, 48, 51, 58, 59, 67, 68, 71, 72, 73, 75, 76, 78, 79, 82, 85, 89, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 111, 112, 113, 116, 118, 119, 120, 121, 125, 126, 130, 132, 135, 136, 137, 138, 139, 140, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 155, 159, 161, 162, 163, 164, 170, 173, 174, 175, 177, 178, 179, 183, 184, 185, 186, 189, 191, 193, 194, 197, 198, 199, 200, 201, 202, 206, 207, 209, 214, 217, 219, 221, 222, 224, 231, 236, 237, 245, 248, 250, 251, 254, 255, 264, 268], "gener": [0, 1, 4, 5, 8, 9, 10, 11, 12, 13, 14, 16, 17, 18, 20, 22, 23, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 43, 44, 45, 47, 48, 49, 51, 53, 58, 59, 60, 61, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 82, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 114, 116, 117, 118, 119, 121, 124, 125, 127, 128, 129, 130, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 157, 158, 160, 161, 162, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 177, 178, 179, 182, 185, 187, 189, 190, 191, 192, 193, 194, 196, 199, 200, 201, 202, 204, 205, 206, 209, 210, 212, 221, 223, 224, 226, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 254, 256, 257, 262, 264, 265, 268], "graph": [0, 1, 5, 10, 14, 20, 22, 23, 25, 32, 47, 49, 63, 65, 68, 76, 78, 82, 85, 86, 98, 100, 107, 110, 111, 125, 127, 129, 131, 143, 144, 145, 146, 148, 163, 164, 169, 170, 172, 177, 180, 187, 197, 198, 199, 201, 207, 219, 221, 248, 254, 257], "input": [0, 1, 2, 4, 5, 6, 8, 9, 10, 12, 13, 14, 16, 17, 20, 21, 22, 23, 25, 32, 42, 43, 44, 45, 47, 48, 49, 56, 61, 63, 64, 65, 67, 68, 69, 71, 72, 75, 76, 78, 79, 83, 85, 87, 89, 90, 92, 93, 94, 96, 97, 98, 99, 101, 102, 103, 104, 105, 108, 109, 110, 111, 112, 113, 115, 116, 117, 118, 120, 122, 123, 124, 126, 128, 130, 132, 134, 135, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 151, 153, 155, 157, 158, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 177, 179, 180, 182, 183, 184, 185, 186, 188, 189, 193, 194, 195, 198, 199, 200, 201, 202, 204, 205, 206, 207, 208, 209, 211, 212, 221, 224, 231, 232, 234, 235, 239, 240, 251, 253, 257, 258, 265], "simpli": [0, 1, 3, 4, 5, 6, 7, 8, 9, 13, 19, 21, 23, 43, 44, 49, 53, 58, 59, 60, 78, 85, 101, 103, 112, 113, 124, 126, 128, 131, 135, 136, 145, 146, 150, 153, 156, 157, 160, 161, 162, 163, 166, 167, 170, 173, 177, 178, 180, 188, 189, 191, 203, 206, 219, 221, 224, 225, 226, 229, 254], "blank": [0, 264], "pixel": [0, 1, 20, 44, 73, 97, 137, 148, 167, 172, 205], "size": [0, 3, 5, 6, 7, 8, 9, 11, 12, 13, 14, 17, 18, 19, 20, 21, 23, 25, 32, 33, 34, 37, 38, 43, 44, 45, 47, 49, 51, 52, 55, 58, 59, 60, 75, 78, 80, 82, 87, 92, 93, 97, 98, 101, 102, 103, 104, 110, 112, 113, 115, 116, 117, 118, 119, 122, 123, 124, 125, 126, 127, 128, 130, 136, 137, 139, 140, 142, 145, 146, 147, 148, 149, 150, 151, 153, 155, 156, 158, 159, 160, 161, 162, 163, 165, 166, 167, 169, 172, 173, 174, 175, 176, 178, 179, 182, 183, 184, 185, 189, 190, 193, 194, 195, 197, 199, 202, 204, 205, 209, 210, 219, 221, 223, 224, 228, 229, 232, 235, 238, 240, 246, 248, 250, 252, 254, 262], "import": [0, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14, 17, 18, 19, 20, 21, 22, 23, 24, 25, 32, 33, 34, 37, 38, 39, 40, 41, 42, 43, 44, 47, 48, 49, 50, 51, 52, 53, 58, 59, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 81, 82, 85, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 134, 135, 136, 137, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 200, 202, 203, 204, 205, 206, 207, 209, 210, 211, 212, 213, 214, 215, 216, 217, 219, 220, 221, 222, 223, 224, 225, 226, 227, 229, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 254, 255, 256, 257, 258, 259, 260, 262, 264], "To": [0, 1, 4, 5, 6, 7, 8, 10, 11, 12, 14, 16, 17, 19, 20, 23, 42, 47, 49, 50, 51, 57, 58, 59, 60, 61, 64, 65, 79, 82, 83, 85, 87, 97, 98, 99, 101, 102, 103, 107, 108, 111, 112, 114, 115, 118, 119, 122, 123, 124, 125, 126, 127, 128, 130, 131, 132, 134, 136, 137, 138, 140, 142, 145, 150, 153, 154, 156, 157, 158, 159, 160, 161, 162, 163, 165, 166, 169, 170, 172, 175, 176, 177, 178, 183, 185, 186, 187, 188, 189, 190, 192, 193, 197, 198, 199, 200, 201, 202, 203, 205, 207, 209, 210, 221, 223, 224, 225, 226, 228, 229, 239, 241, 254, 262], "get": [0, 1, 2, 5, 6, 7, 8, 11, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 38, 43, 44, 45, 49, 50, 51, 52, 55, 56, 60, 61, 63, 73, 75, 78, 83, 87, 92, 97, 98, 99, 100, 101, 102, 104, 105, 109, 111, 112, 116, 117, 119, 120, 121, 122, 124, 126, 127, 128, 129, 130, 135, 136, 137, 138, 139, 140, 143, 144, 146, 147, 149, 150, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 166, 167, 169, 170, 172, 174, 175, 176, 177, 178, 179, 182, 183, 185, 186, 190, 192, 195, 196, 198, 199, 200, 201, 202, 205, 207, 209, 210, 214, 219, 223, 224, 229, 230, 232, 239, 258], "good": [0, 1, 2, 4, 5, 6, 20, 21, 44, 50, 52, 59, 97, 99, 103, 105, 113, 116, 123, 126, 136, 137, 145, 151, 159, 160, 161, 165, 170, 172, 177, 178, 179, 196, 201, 229, 264], "perform": [0, 1, 3, 4, 6, 8, 10, 11, 12, 14, 15, 16, 17, 19, 20, 21, 23, 25, 42, 43, 44, 45, 49, 52, 56, 60, 61, 64, 65, 67, 73, 82, 85, 87, 97, 98, 99, 103, 108, 111, 112, 113, 115, 116, 119, 120, 121, 122, 123, 124, 125, 126, 127, 130, 131, 136, 137, 138, 140, 142, 143, 146, 147, 150, 151, 156, 158, 159, 160, 161, 162, 164, 167, 170, 172, 173, 179, 183, 185, 186, 187, 190, 191, 194, 195, 196, 199, 200, 202, 203, 214, 219, 221, 228, 229, 233, 236, 254], "250x540": 0, "larger": [0, 3, 8, 12, 73, 82, 97, 112, 119, 122, 123, 124, 126, 132, 143, 150, 158, 161, 164, 166, 169, 172, 185, 194, 204, 262], "care": [0, 1, 5, 14, 21, 61, 73, 87, 97, 113, 118, 131, 136, 150, 160, 164, 190, 198, 233], "less": [0, 3, 5, 6, 8, 19, 56, 60, 82, 97, 98, 113, 116, 117, 119, 122, 126, 137, 142, 153, 160, 161, 162, 169, 170, 173, 174, 175, 177, 185, 198], "fp": [0, 49, 87, 121, 151], "qualiti": [0, 24, 113, 147, 166], "imagemagick": 0, "creat": [0, 1, 2, 4, 5, 6, 7, 9, 10, 12, 14, 16, 18, 19, 20, 21, 22, 23, 24, 25, 38, 39, 42, 43, 44, 47, 48, 50, 51, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 80, 82, 85, 95, 97, 98, 100, 102, 103, 105, 108, 110, 111, 114, 116, 117, 118, 119, 121, 122, 124, 131, 134, 135, 136, 137, 138, 140, 142, 143, 147, 148, 149, 150, 153, 154, 155, 156, 158, 159, 160, 161, 163, 164, 166, 169, 170, 172, 173, 176, 179, 182, 183, 185, 186, 188, 189, 190, 193, 194, 195, 196, 198, 200, 201, 203, 205, 207, 209, 210, 212, 223, 224, 226, 254, 259, 260, 264], "xc": 0, "white": [0, 12, 17, 73, 113, 170, 172, 202, 264], "png24": 0, "jpg": [0, 12, 20, 34, 51, 52, 58, 59, 90, 117, 140, 147, 205, 214, 230, 259], "eval": [0, 1, 7, 9, 12, 17, 19, 20, 24, 37, 38, 39, 42, 49, 58, 59, 60, 73, 90, 96, 97, 104, 112, 113, 115, 117, 118, 119, 122, 123, 125, 130, 138, 140, 143, 144, 158, 160, 163, 165, 166, 167, 172, 173, 174, 177, 178, 179, 182, 184, 185, 186, 188, 195, 196, 199, 200, 202, 205, 207, 209, 214, 221, 222, 223, 224, 229, 230, 242, 243, 244, 248, 255, 258], "content": [0, 2, 5, 9, 14, 23, 25, 50, 56, 61, 104, 112, 125, 134, 136, 159, 160, 164, 166, 173, 174, 175, 177, 178, 182, 189, 209, 214, 223, 230, 268], "output": [0, 1, 2, 3, 4, 5, 6, 9, 10, 11, 12, 13, 14, 16, 17, 19, 20, 21, 22, 23, 25, 32, 42, 43, 44, 45, 47, 48, 49, 51, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 78, 79, 82, 83, 85, 87, 90, 92, 94, 96, 97, 98, 99, 101, 102, 103, 105, 108, 109, 111, 112, 114, 115, 116, 117, 118, 119, 122, 123, 124, 125, 127, 128, 130, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 155, 156, 157, 158, 159, 160, 161, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 178, 179, 180, 182, 183, 185, 186, 188, 194, 195, 196, 198, 199, 200, 201, 202, 204, 205, 207, 208, 209, 210, 211, 212, 214, 219, 221, 222, 223, 224, 229, 231, 232, 234, 239, 240, 251, 254, 255, 256, 258, 260, 262, 264, 265], "out": [0, 1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 15, 17, 20, 21, 22, 23, 24, 25, 32, 40, 43, 44, 45, 47, 48, 49, 51, 52, 58, 59, 60, 61, 73, 75, 76, 78, 83, 85, 87, 89, 95, 97, 98, 99, 100, 102, 103, 104, 107, 109, 113, 117, 118, 119, 121, 124, 125, 126, 127, 131, 132, 135, 136, 137, 139, 140, 142, 144, 145, 146, 148, 150, 153, 154, 156, 157, 158, 159, 160, 162, 163, 164, 166, 169, 170, 172, 174, 175, 177, 178, 182, 183, 184, 189, 190, 191, 192, 193, 194, 195, 198, 199, 200, 202, 206, 207, 209, 221, 223, 235, 236, 240, 254, 256, 264], "cuda": [0, 1, 4, 6, 7, 8, 10, 11, 12, 15, 16, 17, 18, 19, 20, 23, 24, 33, 38, 40, 42, 43, 44, 45, 48, 49, 52, 53, 54, 55, 63, 64, 72, 73, 79, 83, 87, 89, 95, 97, 99, 104, 109, 110, 111, 112, 115, 117, 118, 121, 122, 123, 124, 130, 132, 133, 134, 135, 136, 137, 139, 147, 148, 150, 151, 153, 154, 155, 156, 157, 158, 160, 161, 162, 163, 164, 165, 166, 167, 169, 172, 173, 175, 176, 179, 185, 187, 194, 199, 202, 211, 212, 215, 216, 231, 232, 233, 238, 239, 241, 248, 252, 253, 256, 257, 260], "0": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 43, 44, 45, 47, 48, 49, 51, 52, 55, 58, 59, 60, 61, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 82, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 156, 157, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 193, 194, 195, 196, 198, 199, 201, 202, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 254, 255, 256, 257, 258, 259, 260, 261, 263, 264], "export_onnx": 0, "end": [0, 4, 5, 6, 7, 8, 14, 17, 19, 22, 23, 25, 32, 43, 49, 52, 54, 58, 59, 60, 75, 82, 85, 89, 97, 102, 113, 115, 116, 121, 122, 124, 126, 127, 128, 130, 135, 136, 137, 138, 145, 147, 149, 153, 158, 159, 161, 162, 164, 166, 167, 169, 170, 173, 174, 175, 176, 177, 184, 185, 186, 190, 194, 199, 201, 202, 204, 209, 221, 223, 229, 240, 253, 264], "up": [0, 1, 3, 4, 5, 6, 7, 8, 10, 14, 17, 18, 19, 21, 22, 42, 49, 52, 55, 60, 61, 70, 76, 78, 82, 85, 97, 98, 99, 101, 102, 103, 105, 109, 113, 119, 121, 122, 123, 124, 127, 128, 130, 132, 133, 134, 136, 137, 139, 144, 145, 151, 153, 155, 158, 159, 160, 161, 162, 163, 166, 167, 169, 170, 173, 176, 177, 178, 183, 186, 187, 188, 194, 197, 198, 199, 201, 202, 204, 205, 221, 224, 225, 226, 232, 264], "correspond": [0, 1, 2, 3, 5, 6, 8, 10, 12, 14, 15, 43, 49, 55, 60, 75, 82, 99, 102, 109, 112, 116, 118, 123, 125, 126, 134, 145, 153, 157, 160, 163, 166, 167, 169, 170, 172, 173, 176, 179, 186, 188, 193, 201, 210], "come": [0, 1, 5, 6, 10, 17, 19, 20, 22, 23, 51, 52, 60, 73, 85, 87, 97, 98, 112, 123, 124, 126, 136, 137, 145, 153, 154, 156, 160, 165, 173, 176, 183, 185, 186, 199, 200, 202, 263], "abov": [0, 1, 3, 4, 5, 6, 8, 10, 11, 14, 15, 16, 19, 20, 22, 23, 43, 44, 49, 51, 52, 58, 59, 61, 65, 67, 68, 73, 82, 95, 97, 98, 99, 101, 102, 103, 108, 110, 111, 113, 116, 122, 124, 125, 126, 127, 130, 131, 132, 133, 134, 135, 136, 140, 142, 145, 146, 147, 148, 150, 151, 153, 154, 155, 157, 158, 160, 162, 163, 164, 165, 169, 172, 173, 174, 175, 176, 177, 178, 179, 180, 185, 188, 189, 190, 191, 192, 193, 196, 198, 199, 201, 219, 221, 223, 224, 225, 226, 228, 229, 254, 263, 264], "ad": [0, 2, 5, 6, 10, 15, 18, 22, 23, 24, 25, 32, 37, 49, 50, 53, 58, 59, 60, 61, 73, 83, 85, 95, 99, 101, 110, 112, 113, 115, 122, 123, 128, 134, 137, 140, 142, 146, 147, 151, 153, 156, 157, 161, 165, 166, 174, 175, 178, 179, 188, 189, 199, 210, 221, 224, 225, 226, 254], "our": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 12, 16, 17, 19, 20, 21, 22, 23, 25, 40, 43, 44, 45, 48, 49, 50, 51, 52, 53, 55, 58, 59, 60, 61, 64, 65, 67, 68, 69, 75, 78, 79, 87, 97, 98, 99, 102, 103, 104, 105, 108, 109, 111, 116, 117, 118, 122, 123, 126, 127, 128, 131, 132, 133, 137, 138, 140, 142, 144, 145, 146, 147, 148, 150, 151, 154, 155, 157, 158, 160, 161, 162, 163, 165, 166, 167, 170, 172, 173, 174, 175, 177, 179, 180, 183, 185, 188, 189, 190, 191, 192, 193, 195, 196, 198, 199, 202, 204, 206, 209, 210, 212, 223, 224, 250, 252], "path": [0, 4, 5, 6, 9, 18, 19, 22, 23, 34, 42, 44, 49, 50, 51, 52, 53, 59, 60, 73, 82, 87, 96, 97, 98, 104, 108, 112, 116, 117, 122, 123, 125, 126, 127, 128, 138, 140, 143, 145, 147, 149, 156, 158, 172, 173, 177, 179, 182, 183, 185, 186, 189, 190, 195, 196, 198, 199, 200, 201, 205, 207, 209, 214, 223, 224, 225, 226, 229, 232, 235, 241, 242, 243, 244, 247, 248, 249, 258, 259], "unfortun": [0, 8, 23, 25, 136], "won": [0, 3, 5, 10, 43, 115, 123, 130, 131, 142, 151, 155, 160, 229, 254], "mark": [0, 49, 58, 59, 75, 124, 147, 148, 161, 162, 177, 178, 183, 184, 192, 262], "while": [0, 1, 2, 3, 4, 5, 6, 9, 11, 12, 13, 14, 16, 17, 19, 21, 23, 49, 52, 55, 60, 78, 82, 89, 105, 108, 109, 113, 116, 119, 120, 122, 125, 126, 132, 134, 136, 137, 138, 140, 145, 146, 147, 148, 150, 153, 157, 158, 159, 160, 163, 164, 165, 166, 167, 173, 174, 175, 177, 178, 180, 183, 185, 186, 190, 191, 192, 193, 194, 198, 201, 202, 209, 224, 229], "onli": [0, 1, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14, 15, 16, 18, 19, 20, 22, 23, 42, 43, 44, 45, 47, 49, 53, 55, 56, 60, 61, 73, 78, 80, 82, 87, 95, 97, 98, 99, 103, 107, 108, 109, 112, 113, 114, 116, 117, 122, 123, 124, 125, 126, 127, 128, 130, 131, 132, 133, 134, 136, 137, 138, 139, 140, 142, 143, 144, 147, 148, 150, 151, 153, 154, 155, 156, 157, 158, 159, 160, 163, 164, 165, 166, 169, 170, 172, 173, 174, 175, 177, 178, 179, 180, 183, 185, 186, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 200, 201, 203, 204, 205, 206, 207, 209, 210, 212, 219, 223, 224, 225, 226, 229, 232, 254, 264], "when": [0, 1, 5, 6, 8, 10, 11, 12, 14, 15, 17, 18, 20, 21, 22, 23, 25, 32, 42, 43, 44, 45, 47, 48, 49, 50, 52, 53, 55, 58, 59, 60, 61, 65, 68, 73, 75, 78, 79, 82, 85, 87, 97, 98, 101, 103, 108, 109, 110, 111, 112, 115, 118, 119, 121, 122, 123, 125, 126, 128, 130, 133, 134, 135, 136, 137, 138, 140, 142, 144, 145, 147, 148, 150, 151, 153, 154, 156, 157, 158, 160, 161, 162, 164, 165, 166, 169, 172, 173, 174, 175, 176, 177, 178, 179, 183, 184, 185, 189, 190, 193, 194, 196, 198, 199, 200, 201, 202, 203, 204, 207, 209, 210, 212, 228, 262, 264, 266], "applic": [0, 2, 3, 11, 12, 14, 15, 23, 49, 58, 59, 60, 61, 75, 97, 105, 117, 120, 121, 123, 125, 126, 130, 134, 138, 140, 144, 150, 153, 157, 158, 162, 164, 172, 177, 185, 192, 195, 207, 223, 224], "netron": [0, 108], "see": [0, 1, 2, 3, 4, 5, 6, 8, 9, 10, 11, 12, 14, 17, 18, 19, 20, 21, 23, 24, 25, 42, 44, 45, 47, 48, 49, 50, 51, 52, 55, 58, 59, 60, 65, 73, 75, 78, 80, 82, 83, 85, 87, 97, 98, 99, 100, 101, 102, 103, 105, 108, 109, 111, 112, 113, 116, 119, 122, 123, 124, 126, 127, 128, 130, 131, 134, 136, 137, 138, 139, 140, 142, 143, 144, 145, 147, 150, 151, 153, 154, 155, 156, 157, 158, 159, 160, 161, 163, 164, 165, 166, 169, 170, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 185, 186, 188, 189, 190, 192, 193, 195, 197, 198, 201, 202, 203, 204, 206, 207, 209, 212, 219, 223, 225, 226, 229, 254, 264], "name": [0, 1, 2, 4, 5, 6, 7, 8, 10, 12, 13, 14, 17, 18, 19, 20, 21, 22, 23, 33, 49, 50, 51, 52, 59, 60, 78, 79, 82, 98, 103, 105, 108, 109, 110, 112, 122, 124, 125, 126, 128, 134, 135, 137, 138, 140, 142, 143, 144, 145, 148, 154, 156, 157, 160, 161, 162, 163, 165, 166, 169, 172, 173, 174, 175, 176, 179, 183, 186, 188, 196, 198, 199, 201, 202, 204, 205, 207, 209, 210, 220, 221, 222, 223, 229, 232, 239, 240, 247, 257, 259, 264, 265], "186": [0, 185], "numer": [0, 17, 19, 20, 49, 97, 98, 105, 113, 126, 130, 160, 183, 186, 197, 198, 199, 200, 202, 254, 265], "id": [0, 9, 17, 49, 82, 95, 113, 126, 129, 134, 138, 140, 154, 162, 163, 164, 172, 174, 175, 176, 179, 182, 202, 215, 245, 262, 263, 267], "assign": [0, 6, 22, 45, 47, 53, 65, 67, 97, 98, 99, 102, 103, 111, 136, 154, 160, 177, 245, 263], "small": [0, 1, 3, 5, 6, 9, 12, 17, 18, 20, 21, 23, 24, 25, 42, 43, 44, 47, 57, 73, 78, 79, 80, 97, 99, 100, 102, 103, 105, 116, 117, 122, 123, 126, 128, 130, 144, 150, 153, 154, 158, 159, 160, 161, 164, 166, 167, 172, 179, 185, 190, 202, 210], "onnx_to_coreml": 0, "touch": [0, 2, 4, 6, 14, 22, 23], "command": [0, 4, 5, 6, 14, 23, 50, 75, 107, 114, 119, 126, 127, 133, 134, 135, 138, 140, 156, 160, 162, 163, 164, 166, 169, 170, 172, 177, 179, 189, 209, 219, 221, 223, 224, 264, 265], "edit": [0, 3, 6, 9, 11, 12, 16, 19, 20, 48, 50, 61, 113, 123, 124, 134, 135, 136, 138, 144, 145, 156, 158, 159, 162, 163, 164, 183, 185, 226, 262], "favorit": [0, 42, 59, 136, 144], "editor": [0, 226], "add": [0, 2, 4, 6, 7, 8, 9, 10, 12, 14, 15, 17, 19, 21, 22, 23, 40, 44, 47, 48, 49, 50, 58, 59, 60, 61, 73, 78, 80, 85, 87, 98, 99, 102, 108, 113, 114, 116, 118, 121, 122, 123, 124, 126, 127, 128, 129, 130, 136, 137, 140, 143, 144, 145, 146, 147, 153, 155, 156, 159, 160, 162, 163, 164, 166, 169, 174, 175, 177, 178, 182, 183, 185, 187, 188, 189, 190, 192, 200, 201, 202, 205, 207, 209, 219, 223, 228, 232, 239, 254, 262, 264, 269], "follow": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 25, 42, 44, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 58, 59, 60, 73, 75, 81, 82, 83, 85, 86, 87, 97, 98, 99, 101, 102, 103, 105, 107, 108, 112, 113, 114, 115, 116, 117, 118, 119, 122, 123, 124, 125, 126, 130, 132, 133, 134, 136, 137, 138, 140, 143, 144, 145, 146, 147, 148, 150, 153, 154, 156, 157, 158, 159, 160, 161, 162, 163, 165, 166, 169, 170, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 184, 186, 187, 188, 189, 191, 193, 194, 195, 196, 198, 199, 200, 201, 202, 203, 205, 206, 207, 209, 210, 219, 221, 223, 224, 225, 226, 228, 229, 254, 262, 264, 265, 269], "code": [0, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 16, 17, 18, 19, 20, 21, 23, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 55, 56, 57, 58, 59, 60, 61, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 82, 83, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 132, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 156, 157, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 177, 178, 179, 182, 183, 185, 186, 188, 189, 191, 192, 193, 194, 195, 196, 198, 199, 200, 201, 202, 204, 206, 212, 219, 221, 223, 224, 225, 226, 227, 229, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 254, 256, 257, 263, 265], "sy": [0, 3, 7, 18, 19, 53, 55, 90, 134, 138, 149, 156, 183, 186, 195, 198, 199, 211, 212], "onnx_pb": 0, "onnx_coreml": 0, "model_in": 0, "argv": [0, 4, 22, 23, 53, 55, 221, 258], "1": [0, 1, 2, 3, 5, 6, 7, 8, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 32, 33, 34, 36, 37, 38, 40, 41, 42, 43, 45, 47, 48, 49, 51, 52, 53, 55, 60, 61, 63, 64, 68, 69, 73, 75, 76, 80, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 136, 137, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 153, 154, 155, 157, 159, 160, 161, 162, 163, 164, 165, 166, 167, 172, 173, 174, 175, 176, 178, 184, 185, 187, 188, 189, 190, 191, 192, 193, 194, 195, 197, 198, 199, 202, 203, 204, 205, 206, 207, 208, 209, 210, 213, 215, 216, 217, 220, 221, 222, 223, 227, 228, 230, 231, 238, 240, 245, 246, 248, 250, 255, 258, 259, 260, 261, 262, 264, 265, 268], "model_out": 0, "2": [0, 1, 2, 3, 5, 6, 7, 11, 12, 14, 15, 16, 18, 20, 21, 23, 24, 32, 33, 34, 36, 40, 42, 43, 47, 48, 49, 51, 52, 53, 55, 60, 61, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 80, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 107, 108, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 121, 122, 123, 124, 125, 126, 127, 129, 130, 131, 132, 133, 134, 136, 137, 139, 140, 142, 144, 145, 146, 147, 148, 149, 150, 153, 154, 155, 157, 159, 160, 161, 162, 163, 164, 165, 166, 167, 172, 173, 174, 175, 176, 184, 185, 187, 190, 191, 192, 193, 194, 197, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 216, 217, 220, 221, 222, 223, 230, 231, 233, 238, 240, 245, 248, 253, 256, 257, 258, 260, 262, 264, 265, 268], "model_fil": [0, 19, 183, 198, 199, 205], "rb": [0, 49, 87, 104, 116, 137, 140, 224], "model_proto": [0, 108], "modelproto": [0, 20], "parsefromstr": 0, "read": [0, 1, 2, 5, 6, 9, 14, 19, 22, 23, 38, 47, 49, 51, 73, 101, 102, 112, 113, 116, 117, 120, 122, 125, 126, 127, 128, 136, 138, 140, 143, 145, 150, 153, 159, 160, 163, 166, 167, 170, 173, 186, 188, 189, 196, 205, 209, 223, 224, 228, 262, 264], "coreml_model": 0, "image_input_nam": 0, "image_output_nam": 0, "save": [0, 2, 4, 6, 7, 9, 11, 12, 19, 20, 23, 35, 38, 39, 44, 48, 49, 50, 52, 58, 59, 73, 87, 96, 97, 108, 115, 117, 119, 121, 123, 124, 126, 127, 130, 138, 140, 145, 146, 149, 157, 158, 161, 162, 163, 164, 166, 169, 172, 182, 183, 186, 188, 189, 195, 196, 205, 207, 209, 215, 219, 221, 222, 223, 224, 225, 226, 229, 231, 232, 235, 236, 238, 242, 243, 244, 249, 254, 258], "mlmodel": [0, 188], "i": [0, 1, 5, 6, 7, 8, 9, 11, 12, 14, 17, 18, 19, 22, 23, 25, 32, 34, 39, 42, 43, 49, 51, 52, 58, 59, 60, 61, 69, 73, 75, 76, 85, 87, 89, 90, 92, 94, 96, 98, 99, 101, 102, 103, 104, 111, 112, 113, 116, 117, 118, 122, 124, 127, 128, 129, 133, 135, 136, 137, 139, 143, 147, 148, 153, 154, 155, 157, 160, 162, 163, 164, 166, 170, 172, 173, 174, 175, 176, 177, 178, 182, 190, 192, 193, 194, 202, 203, 204, 209, 210, 216, 222, 227, 232, 238, 251, 264, 265], "e": [0, 4, 5, 6, 7, 8, 10, 11, 18, 22, 23, 25, 32, 39, 42, 43, 44, 49, 51, 52, 58, 60, 61, 65, 69, 73, 75, 76, 79, 85, 87, 89, 95, 97, 100, 103, 108, 110, 111, 112, 117, 121, 123, 124, 126, 127, 128, 131, 133, 134, 135, 136, 139, 143, 147, 148, 154, 155, 156, 157, 160, 162, 164, 166, 169, 173, 174, 175, 176, 177, 180, 183, 185, 186, 191, 192, 193, 194, 197, 201, 203, 206, 207, 209, 221, 258], "one": [0, 1, 4, 5, 6, 7, 8, 9, 11, 12, 14, 15, 17, 18, 19, 21, 22, 23, 25, 45, 47, 48, 49, 51, 52, 55, 56, 60, 61, 73, 76, 80, 85, 87, 93, 95, 97, 98, 100, 101, 102, 103, 108, 112, 113, 114, 116, 117, 122, 123, 124, 125, 126, 127, 128, 130, 131, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 150, 153, 154, 155, 157, 159, 160, 161, 162, 163, 164, 165, 166, 169, 170, 172, 174, 175, 176, 178, 179, 180, 184, 185, 190, 191, 192, 194, 195, 196, 199, 201, 202, 206, 209, 225, 229, 236, 254, 264], "re": [0, 1, 4, 5, 6, 7, 9, 10, 14, 16, 19, 21, 22, 23, 24, 44, 48, 49, 50, 60, 73, 78, 97, 98, 117, 125, 127, 128, 137, 139, 140, 142, 144, 146, 151, 153, 155, 159, 160, 161, 162, 163, 166, 174, 175, 176, 177, 179, 183, 185, 188, 190, 195, 198, 199, 203, 206, 209, 224, 247, 264], "current": [0, 1, 5, 6, 8, 10, 11, 12, 14, 15, 19, 22, 23, 37, 38, 49, 52, 60, 82, 107, 113, 117, 122, 123, 125, 126, 127, 128, 136, 137, 142, 143, 147, 148, 150, 155, 157, 158, 160, 161, 162, 163, 164, 165, 166, 169, 174, 175, 180, 183, 186, 188, 189, 190, 192, 193, 194, 195, 196, 198, 199, 219, 225, 229, 262], "readm": [0, 119, 180], "md": [0, 119, 180], "contain": [0, 1, 2, 4, 6, 8, 9, 10, 12, 14, 15, 17, 20, 21, 22, 23, 25, 34, 42, 47, 49, 50, 55, 58, 60, 64, 67, 68, 69, 75, 76, 78, 82, 85, 95, 101, 102, 111, 112, 116, 117, 122, 123, 125, 126, 127, 132, 134, 135, 137, 140, 143, 150, 154, 157, 158, 160, 161, 162, 164, 165, 166, 167, 169, 170, 172, 174, 175, 176, 179, 180, 182, 183, 188, 193, 196, 199, 201, 202, 203, 207, 209, 223, 224, 259, 264, 265], "abl": [0, 1, 3, 4, 5, 6, 14, 15, 17, 23, 49, 60, 85, 97, 98, 100, 103, 112, 117, 126, 130, 131, 132, 133, 136, 137, 139, 140, 145, 147, 148, 153, 155, 158, 160, 163, 170, 173, 174, 175, 179, 183, 186, 189, 192, 198, 201, 202, 209, 224], "phone": [0, 97, 105, 189, 224], "onnxliv": 0, "xcodeproj": [0, 224], "project": [0, 4, 5, 6, 23, 52, 58, 59, 60, 112, 116, 124, 140, 156, 161, 165, 166, 170, 188, 189, 194, 205, 209, 221, 223, 224, 225, 226, 227, 228, 258, 259, 263, 268], "recommend": [0, 4, 6, 8, 10, 15, 18, 19, 20, 23, 61, 82, 108, 115, 116, 119, 121, 128, 134, 138, 158, 159, 166, 169, 173, 176, 177, 178, 179, 182, 183, 186, 192, 197, 200, 221, 228, 229, 264], "9": [0, 1, 3, 5, 6, 17, 18, 19, 23, 34, 43, 44, 49, 65, 87, 92, 94, 95, 96, 103, 104, 109, 111, 112, 115, 116, 117, 118, 145, 147, 154, 158, 159, 161, 162, 169, 170, 172, 173, 174, 177, 178, 179, 202, 205, 207, 209, 221, 222, 223, 230, 232, 239, 242, 243, 244, 250, 251, 255, 268], "x": [0, 1, 2, 5, 6, 7, 12, 14, 17, 18, 19, 20, 21, 22, 23, 25, 32, 33, 37, 38, 40, 43, 44, 47, 48, 49, 51, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 76, 78, 79, 80, 85, 87, 89, 92, 93, 94, 95, 96, 97, 98, 99, 101, 104, 105, 108, 110, 111, 112, 113, 114, 115, 116, 117, 123, 124, 125, 127, 128, 129, 130, 131, 134, 135, 136, 139, 140, 142, 143, 145, 146, 147, 148, 149, 150, 151, 154, 155, 156, 157, 158, 159, 161, 162, 163, 164, 165, 167, 170, 172, 173, 174, 175, 176, 177, 178, 179, 180, 184, 185, 187, 194, 196, 198, 199, 200, 202, 204, 206, 209, 210, 213, 214, 215, 216, 219, 220, 221, 222, 224, 227, 229, 232, 234, 238, 240, 241, 242, 243, 244, 246, 247, 248, 249, 250, 251, 253, 254, 256, 257, 265], "might": [0, 1, 5, 8, 10, 15, 16, 25, 44, 50, 51, 52, 53, 60, 79, 97, 98, 102, 103, 105, 108, 109, 113, 127, 131, 132, 133, 134, 136, 143, 144, 146, 150, 154, 158, 164, 165, 166, 169, 173, 179, 183, 185, 186, 189, 190, 198, 201, 205, 207, 224, 233, 254, 262], "issu": [0, 2, 4, 5, 6, 8, 9, 19, 20, 22, 23, 51, 58, 113, 118, 122, 133, 138, 139, 143, 144, 145, 148, 155, 159, 169, 175, 185, 186, 187, 188, 189, 190, 192, 194, 196, 200, 205, 206, 208, 223, 231, 233], "older": [0, 56, 109, 139, 155, 161, 176, 185], "some": [0, 1, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 15, 17, 19, 20, 22, 23, 25, 42, 43, 44, 47, 48, 49, 50, 51, 52, 58, 59, 60, 61, 63, 68, 73, 76, 78, 80, 82, 87, 92, 97, 98, 99, 100, 101, 102, 103, 108, 109, 110, 112, 113, 116, 121, 122, 123, 126, 128, 129, 130, 131, 132, 134, 135, 136, 137, 139, 140, 142, 143, 144, 145, 146, 149, 150, 151, 153, 155, 157, 158, 160, 161, 163, 164, 166, 167, 169, 170, 172, 173, 174, 175, 177, 178, 179, 183, 184, 185, 188, 189, 190, 191, 192, 193, 194, 195, 198, 199, 200, 201, 202, 203, 204, 206, 210, 221, 224, 239, 254, 263, 264], "replac": [0, 3, 6, 12, 19, 24, 43, 55, 57, 58, 59, 78, 99, 108, 109, 117, 118, 119, 123, 136, 138, 140, 142, 143, 148, 157, 158, 164, 166, 169, 174, 175, 178, 179, 185, 192, 195, 219, 221, 223, 232, 254], "all": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 25, 32, 34, 42, 43, 44, 45, 47, 49, 50, 51, 52, 53, 55, 56, 58, 59, 60, 61, 63, 68, 69, 73, 76, 78, 80, 82, 85, 87, 90, 98, 99, 100, 101, 102, 103, 105, 107, 108, 109, 110, 111, 112, 113, 114, 116, 117, 118, 119, 121, 122, 123, 124, 125, 126, 127, 128, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 148, 149, 150, 151, 154, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 169, 170, 172, 173, 174, 175, 177, 178, 179, 180, 182, 185, 186, 188, 189, 190, 191, 193, 194, 197, 198, 200, 201, 202, 203, 205, 206, 207, 209, 221, 224, 229, 230, 232, 247, 252, 264, 265], "set": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 15, 17, 18, 19, 20, 22, 23, 24, 25, 37, 42, 43, 44, 47, 48, 49, 50, 52, 53, 55, 58, 59, 60, 61, 63, 64, 68, 73, 76, 79, 82, 83, 86, 97, 98, 99, 102, 103, 104, 105, 110, 111, 112, 113, 115, 116, 117, 118, 121, 122, 123, 124, 127, 128, 130, 132, 133, 134, 136, 137, 140, 145, 147, 149, 150, 153, 154, 156, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 173, 174, 175, 178, 179, 182, 188, 189, 190, 192, 194, 195, 199, 200, 202, 205, 207, 209, 221, 224, 225, 226, 229, 233, 242, 262, 266, 269], "tap": 0, "screen": [0, 58, 59, 147, 161, 262], "switch": [0, 5, 8, 15, 19, 95, 112, 140, 153, 195, 207, 233], "hope": [0, 5, 25, 49, 147, 153, 166, 173, 265], "gave": [0, 103], "framework": [0, 6, 7, 10, 24, 25, 52, 60, 61, 99, 100, 120, 121, 135, 150, 162, 165, 172, 177, 178, 184, 189, 222, 223], "experi": [0, 6, 10, 97, 98, 122, 136, 138, 147, 150, 156, 158, 160, 161, 165, 166, 167, 172, 173, 176, 177, 178, 185, 186, 190, 197, 206, 229], "test": [0, 3, 8, 13, 19, 20, 22, 23, 24, 37, 38, 42, 49, 58, 59, 60, 83, 85, 92, 97, 99, 100, 105, 108, 113, 114, 119, 122, 123, 136, 137, 139, 140, 142, 145, 148, 159, 160, 163, 166, 167, 170, 173, 174, 175, 182, 183, 184, 185, 197, 198, 200, 205, 206, 221, 222, 223, 224, 264, 265], "own": [0, 5, 6, 7, 8, 10, 11, 14, 16, 17, 18, 23, 25, 49, 52, 58, 59, 64, 73, 87, 103, 108, 109, 111, 113, 121, 122, 123, 128, 130, 134, 140, 145, 150, 153, 154, 157, 159, 160, 163, 164, 166, 172, 173, 177, 179, 180, 185, 195, 196, 198, 199, 201, 202, 210, 264], "pleas": [0, 2, 4, 5, 6, 7, 9, 10, 19, 20, 22, 23, 44, 45, 47, 51, 61, 75, 87, 108, 113, 115, 118, 122, 123, 124, 134, 138, 139, 142, 143, 144, 145, 148, 150, 153, 155, 156, 158, 162, 163, 164, 169, 172, 173, 174, 175, 176, 177, 179, 180, 184, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 198, 199, 200, 201, 205, 206, 210, 221, 223, 233, 254, 264], "know": [0, 1, 5, 6, 8, 11, 18, 19, 22, 23, 43, 49, 73, 95, 99, 101, 103, 108, 113, 125, 127, 128, 131, 136, 137, 139, 145, 147, 148, 150, 151, 155, 160, 161, 162, 166, 170, 174, 175, 177, 178, 179, 180, 183, 191, 196, 262, 264], "hit": [0, 5, 9, 19, 61, 73, 113, 124, 169], "ani": [0, 1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16, 17, 19, 21, 22, 23, 43, 45, 47, 49, 51, 52, 53, 55, 60, 65, 67, 76, 97, 98, 100, 101, 103, 105, 107, 108, 110, 111, 112, 113, 115, 120, 123, 124, 125, 127, 131, 132, 136, 138, 139, 142, 143, 144, 147, 148, 150, 153, 154, 155, 159, 160, 161, 163, 164, 167, 169, 172, 174, 175, 177, 178, 182, 184, 186, 187, 188, 189, 190, 191, 192, 193, 195, 196, 199, 202, 203, 205, 208, 209, 210, 212, 219, 223, 226, 229, 241, 254, 262, 264], "give": [0, 1, 2, 5, 6, 11, 14, 17, 23, 25, 45, 47, 49, 50, 52, 58, 59, 60, 61, 73, 75, 79, 97, 98, 99, 101, 102, 103, 112, 118, 128, 132, 139, 143, 144, 145, 146, 147, 155, 159, 163, 166, 169, 172, 173, 174, 175, 177, 178, 183, 191, 194, 202, 224, 262, 264], "feedback": [0, 6, 9, 19, 122, 138, 143, 144, 147, 148, 177, 178, 186, 188, 189, 196, 197, 198, 205, 223], "d": [0, 2, 5, 6, 7, 8, 12, 19, 22, 52, 61, 63, 64, 65, 67, 71, 72, 76, 87, 89, 92, 95, 99, 103, 111, 113, 115, 122, 124, 126, 127, 128, 130, 134, 136, 138, 146, 147, 150, 153, 166, 169, 172, 176, 186, 193, 194, 199, 206, 209, 216, 221, 251, 264, 265], "hear": [0, 143, 144], "think": [0, 6, 22, 23, 44, 52, 68, 78, 98, 99, 101, 102, 103, 113, 144, 146, 160, 163, 165, 193, 206, 264], "click": [1, 7, 9, 12, 13, 14, 17, 20, 21, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 112, 113, 114, 115, 116, 117, 118, 119, 125, 126, 127, 128, 130, 137, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 157, 160, 161, 165, 166, 167, 169, 170, 173, 175, 179, 182, 185, 189, 190, 191, 192, 193, 194, 196, 204, 205, 206, 209, 212, 226, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 256, 257], "here": [1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 55, 58, 59, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 82, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 122, 123, 124, 125, 126, 127, 128, 130, 131, 132, 133, 134, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 157, 158, 160, 161, 163, 164, 165, 166, 167, 169, 170, 173, 174, 175, 176, 177, 179, 180, 182, 183, 184, 185, 186, 188, 189, 190, 191, 192, 193, 194, 196, 198, 199, 200, 201, 202, 204, 205, 206, 209, 210, 212, 219, 221, 223, 224, 226, 229, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 254, 256, 257, 262, 264, 265], "download": [1, 4, 6, 7, 9, 12, 13, 14, 17, 19, 20, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 58, 59, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 82, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 112, 113, 114, 115, 116, 117, 118, 119, 122, 123, 125, 126, 127, 128, 130, 136, 137, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 157, 158, 159, 160, 161, 163, 165, 166, 167, 169, 170, 173, 175, 179, 183, 185, 188, 189, 190, 191, 192, 193, 194, 196, 198, 199, 204, 205, 206, 207, 209, 212, 221, 222, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 255, 256, 257, 268], "full": [1, 3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 14, 17, 19, 20, 22, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 43, 44, 45, 47, 48, 49, 50, 51, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 85, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 122, 123, 125, 126, 127, 128, 130, 132, 135, 137, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 156, 157, 160, 161, 162, 165, 166, 167, 169, 173, 175, 179, 182, 183, 185, 190, 191, 192, 193, 194, 195, 196, 199, 204, 205, 206, 209, 210, 212, 223, 229, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 256, 257], "author": [1, 5, 7, 9, 11, 12, 13, 14, 16, 17, 19, 24, 36, 42, 45, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 73, 81, 82, 83, 85, 86, 97, 98, 99, 101, 102, 103, 104, 107, 108, 109, 111, 112, 113, 114, 116, 117, 122, 123, 124, 126, 127, 128, 132, 133, 134, 135, 136, 137, 138, 140, 143, 144, 145, 147, 148, 150, 154, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 173, 174, 175, 177, 178, 180, 182, 183, 184, 185, 186, 187, 188, 189, 198, 199, 200, 201, 202, 205, 206, 207, 209, 210, 212, 223, 265], "vincent": [1, 14, 137, 160], "moen": [1, 14, 137, 160], "separ": [1, 5, 6, 7, 8, 20, 22, 23, 25, 49, 52, 85, 97, 109, 124, 126, 139, 145, 147, 154, 158, 163, 166, 172, 179, 180, 182, 183, 190, 194, 198, 201, 257], "rl": [1, 61, 121, 160, 161, 162], "algorithm": [1, 5, 6, 10, 11, 12, 49, 52, 56, 69, 82, 87, 98, 99, 100, 101, 111, 118, 122, 124, 126, 130, 136, 137, 147, 156, 160, 163, 167, 212], "variou": [1, 8, 15, 47, 48, 49, 50, 60, 83, 85, 102, 109, 112, 116, 126, 144, 146, 157, 160, 163, 164, 172, 185, 192, 194], "piec": [1, 5, 8, 14, 59, 85, 159, 160, 164, 172, 176, 178, 179, 180, 189, 214], "assembl": [1, 8, 49, 135], "collect": [1, 4, 6, 11, 14, 15, 17, 18, 19, 21, 42, 43, 44, 45, 49, 55, 60, 61, 73, 75, 79, 97, 99, 103, 121, 122, 123, 124, 134, 135, 137, 144, 147, 150, 156, 161, 164, 176, 178, 202, 231], "final": [1, 6, 9, 10, 11, 12, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 42, 43, 47, 49, 52, 58, 60, 73, 75, 85, 87, 97, 102, 105, 107, 108, 109, 112, 113, 117, 118, 119, 122, 123, 124, 126, 127, 128, 130, 131, 135, 136, 140, 144, 145, 146, 147, 151, 153, 155, 157, 158, 160, 161, 162, 163, 164, 166, 169, 170, 176, 177, 178, 180, 185, 186, 188, 189, 190, 193, 198, 199, 200, 201, 202, 204, 205, 209], "function": [1, 3, 4, 5, 6, 8, 9, 10, 13, 14, 16, 17, 18, 20, 21, 22, 23, 24, 25, 32, 38, 42, 43, 48, 49, 51, 53, 55, 59, 60, 61, 62, 65, 67, 68, 69, 75, 76, 79, 80, 82, 83, 89, 90, 92, 93, 94, 95, 96, 101, 102, 103, 104, 105, 107, 108, 109, 111, 112, 113, 116, 117, 118, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 135, 136, 137, 139, 143, 144, 145, 147, 148, 149, 150, 153, 154, 156, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 177, 178, 179, 180, 182, 186, 187, 188, 190, 191, 192, 193, 194, 195, 196, 201, 202, 203, 204, 206, 207, 209, 210, 212, 221, 222, 224, 231, 232, 233, 234, 240, 247, 250, 251, 254, 256, 258], "trainabl": [1, 6, 68, 97, 99, 158], "paramet": [1, 4, 5, 7, 9, 10, 11, 12, 14, 15, 16, 17, 19, 20, 22, 24, 25, 32, 33, 35, 37, 38, 43, 44, 47, 48, 49, 51, 52, 61, 65, 67, 68, 69, 73, 75, 85, 87, 89, 92, 94, 96, 97, 98, 99, 101, 102, 103, 104, 109, 110, 111, 115, 116, 117, 118, 120, 121, 122, 123, 124, 125, 126, 127, 128, 130, 132, 134, 135, 136, 137, 138, 139, 140, 142, 143, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 158, 161, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 177, 178, 179, 183, 185, 190, 196, 197, 198, 202, 204, 211, 212, 213, 215, 221, 222, 229, 231, 236, 238, 242, 243, 244, 245, 246, 250, 251, 254, 255, 260, 268], "tutori": [1, 2, 3, 4, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 35, 43, 44, 45, 46, 51, 52, 53, 55, 56, 58, 59, 60, 61, 73, 74, 75, 77, 79, 81, 82, 84, 86, 87, 91, 97, 98, 100, 101, 104, 105, 106, 107, 108, 112, 113, 115, 116, 117, 118, 119, 121, 123, 124, 125, 126, 127, 128, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 150, 151, 152, 153, 155, 156, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 176, 178, 179, 181, 182, 183, 185, 186, 188, 189, 190, 191, 192, 193, 194, 195, 197, 198, 199, 200, 201, 202, 204, 205, 206, 207, 209, 210, 212, 218, 223, 224, 229, 230, 235, 236, 238, 248, 252, 254], "guid": [1, 17, 58, 59, 61, 82, 85, 123, 136, 148, 159, 169, 174, 175, 177, 185, 197, 202, 230, 263], "ground": [1, 14, 44, 73, 179], "aim": [1, 6, 61, 75, 97, 100, 153, 161, 164, 193], "focus": [1, 3, 20, 97, 100, 150, 156, 166], "rel": [1, 5, 6, 7, 117, 119, 125, 126, 138, 146, 150, 151, 164, 166, 177, 187, 198, 222], "straightforward": [1, 5, 6, 16, 17, 49, 60, 97, 98, 145, 201], "determinist": [1, 11, 14, 137, 149, 161], "gradient": [1, 6, 7, 10, 11, 13, 14, 16, 25, 37, 42, 43, 44, 47, 49, 52, 56, 61, 63, 64, 65, 67, 68, 69, 71, 72, 78, 87, 97, 98, 99, 101, 102, 103, 104, 110, 111, 115, 117, 121, 122, 123, 124, 125, 127, 130, 131, 132, 134, 136, 142, 146, 147, 150, 153, 157, 158, 160, 161, 162, 163, 164, 170, 172, 190, 206, 217, 230, 236], "simpl": [1, 3, 4, 5, 6, 8, 12, 15, 16, 17, 19, 21, 22, 23, 24, 25, 47, 49, 51, 54, 56, 61, 67, 73, 79, 85, 87, 97, 107, 112, 116, 120, 121, 123, 125, 126, 131, 136, 139, 140, 145, 146, 151, 155, 157, 160, 162, 163, 164, 165, 167, 169, 173, 183, 186, 200, 202, 206, 208, 212, 221, 222, 229, 254, 264, 265], "continu": [1, 5, 17, 20, 21, 49, 53, 60, 73, 85, 87, 97, 102, 113, 116, 121, 124, 128, 132, 136, 143, 144, 147, 158, 160, 164, 166, 169, 177, 188, 189, 190, 192, 193, 199, 200, 201, 202, 205, 223, 254, 264], "control": [1, 4, 8, 10, 14, 21, 23, 25, 34, 43, 60, 61, 66, 83, 85, 97, 110, 111, 113, 114, 122, 125, 126, 135, 136, 142, 154, 160, 161, 162, 173, 184, 198, 209, 254], "It": [1, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 42, 43, 44, 45, 47, 49, 51, 52, 60, 61, 73, 74, 75, 76, 82, 87, 95, 97, 98, 99, 100, 101, 103, 108, 112, 113, 115, 117, 122, 123, 124, 126, 127, 128, 130, 131, 132, 134, 135, 136, 137, 139, 141, 142, 144, 145, 146, 147, 150, 151, 153, 154, 155, 157, 158, 161, 162, 164, 166, 167, 168, 169, 171, 172, 174, 175, 178, 179, 180, 194, 201, 202, 203, 204, 205, 206, 209, 214, 223, 224, 225, 226, 229, 233, 262, 264], "consist": [1, 3, 6, 7, 14, 15, 16, 22, 24, 25, 43, 75, 97, 99, 118, 124, 132, 143, 144, 147, 151, 153, 160, 165, 166, 169, 174, 175, 178, 180, 192, 193, 200, 201, 209, 212, 264], "parametr": [1, 2, 17, 121, 160, 202], "action": [1, 19, 58, 59, 101, 113, 122, 123, 147, 157, 160, 161, 162, 163, 164, 169, 183, 190, 191, 192, 193, 198, 199, 205, 209, 252, 264], "pair": [1, 6, 14, 47, 49, 52, 116, 118, 128, 130, 138, 151, 155, 160, 161, 166, 169, 179, 180, 195, 200, 212, 264], "maxim": [1, 14, 52, 73, 82, 97, 99, 126, 147, 161, 173, 177, 195], "given": [1, 6, 8, 10, 12, 14, 17, 20, 21, 22, 23, 25, 32, 43, 48, 49, 51, 52, 60, 61, 73, 76, 78, 82, 85, 97, 98, 100, 101, 103, 112, 116, 122, 127, 128, 134, 136, 139, 142, 143, 146, 147, 148, 155, 157, 160, 161, 163, 164, 166, 173, 174, 175, 178, 179, 193, 196, 201, 202, 232], "certain": [1, 4, 5, 6, 10, 11, 15, 49, 55, 60, 101, 113, 120, 122, 124, 125, 130, 142, 146, 148, 160, 165, 189, 190, 193, 194, 195, 199], "what": [1, 2, 3, 5, 8, 14, 18, 19, 20, 21, 22, 23, 25, 43, 45, 46, 53, 54, 55, 58, 59, 61, 73, 78, 86, 87, 98, 99, 101, 102, 103, 114, 121, 124, 125, 126, 128, 132, 133, 136, 137, 143, 147, 151, 153, 157, 160, 161, 162, 165, 170, 172, 174, 179, 188, 192, 196, 198, 201, 223, 227, 233, 236, 250, 254, 258, 264], "write": [1, 4, 8, 9, 10, 21, 22, 23, 44, 49, 58, 59, 60, 61, 64, 75, 98, 99, 100, 101, 104, 116, 117, 121, 125, 126, 131, 132, 134, 137, 138, 140, 142, 143, 145, 147, 148, 150, 151, 154, 156, 160, 163, 164, 166, 169, 172, 173, 186, 189, 193, 197, 198, 199, 206, 207, 209, 224, 225, 226, 233, 259, 264], "custom": [1, 4, 6, 8, 11, 17, 49, 52, 64, 65, 66, 79, 90, 109, 111, 121, 126, 137, 147, 160, 163, 172, 173, 178, 180, 184, 189, 196, 198, 200, 201, 202, 203, 205, 221, 236], "its": [1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 20, 21, 22, 23, 25, 43, 47, 49, 51, 52, 53, 55, 60, 61, 68, 69, 73, 75, 80, 82, 95, 97, 99, 101, 102, 103, 105, 107, 109, 111, 112, 113, 115, 122, 123, 124, 125, 126, 127, 128, 136, 137, 138, 139, 140, 142, 144, 145, 147, 148, 150, 153, 154, 157, 160, 161, 162, 163, 164, 166, 169, 170, 173, 174, 175, 176, 177, 185, 189, 192, 193, 194, 198, 201, 202, 203, 205, 207, 209, 210, 219, 221, 223, 229, 264], "includ": [1, 2, 3, 4, 5, 6, 8, 14, 15, 16, 22, 23, 24, 25, 42, 48, 49, 53, 55, 58, 59, 60, 61, 69, 73, 75, 82, 85, 87, 97, 98, 105, 107, 109, 113, 115, 124, 126, 127, 128, 131, 132, 134, 136, 137, 145, 147, 148, 156, 157, 160, 163, 166, 169, 170, 173, 174, 175, 176, 177, 178, 179, 183, 185, 189, 190, 192, 195, 200, 201, 205, 207, 209, 221, 223, 225, 226, 229, 232, 239, 258, 262, 264], "design": [1, 5, 6, 14, 17, 24, 25, 52, 56, 61, 73, 85, 103, 128, 134, 137, 160, 161, 162, 164, 165, 169, 170, 178, 180, 190, 191, 192, 196, 198, 201, 202, 206], "effici": [1, 5, 7, 10, 12, 15, 17, 20, 23, 25, 42, 49, 51, 73, 82, 95, 97, 101, 103, 115, 119, 122, 123, 124, 126, 127, 136, 137, 146, 151, 157, 160, 164, 165, 169, 172, 176, 178, 187, 188, 193, 194, 195, 202, 205], "store": [1, 4, 5, 6, 16, 17, 19, 20, 22, 23, 40, 43, 48, 51, 53, 60, 68, 87, 95, 98, 99, 101, 103, 105, 111, 125, 126, 128, 136, 137, 142, 144, 145, 147, 148, 154, 156, 157, 160, 161, 162, 163, 164, 166, 183, 185, 193, 198, 199, 202, 205, 254, 256], "trajectori": [1, 14, 61, 137, 160], "transit": [1, 14, 60, 85, 86, 98, 137, 161, 201], "assum": [1, 2, 4, 6, 8, 10, 12, 14, 15, 19, 21, 22, 43, 44, 51, 54, 60, 73, 97, 98, 100, 102, 116, 124, 125, 127, 128, 136, 137, 140, 154, 157, 160, 163, 165, 166, 174, 175, 176, 179, 192, 193, 194, 200, 201, 224], "complet": [1, 4, 5, 6, 15, 21, 25, 49, 76, 78, 85, 87, 98, 99, 101, 113, 117, 119, 122, 124, 126, 131, 136, 157, 158, 159, 160, 161, 163, 166, 172, 173, 178, 179, 185, 192, 193, 226, 229, 254], "ppo": [1, 121], "compon": [1, 5, 6, 8, 10, 14, 20, 25, 52, 61, 85, 97, 101, 112, 113, 115, 119, 121, 126, 137, 143, 147, 160, 164, 167, 169, 173, 174, 175, 178, 194], "depend": [1, 5, 6, 7, 8, 11, 14, 21, 22, 23, 42, 47, 50, 52, 60, 73, 82, 85, 97, 98, 102, 110, 118, 119, 121, 124, 126, 130, 131, 136, 137, 138, 140, 142, 143, 144, 146, 147, 150, 156, 159, 160, 163, 169, 173, 174, 175, 182, 183, 184, 185, 189, 192, 197, 198, 199, 205, 207, 209, 223, 225, 226, 233, 254], "tensordict": [1, 14, 137, 147, 160], "nn": [1, 2, 4, 5, 6, 7, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 25, 32, 37, 38, 39, 42, 43, 44, 45, 47, 49, 52, 55, 60, 65, 66, 69, 73, 75, 77, 79, 87, 89, 90, 92, 94, 96, 97, 98, 99, 102, 103, 105, 107, 108, 109, 110, 115, 117, 118, 119, 121, 122, 123, 124, 125, 127, 128, 129, 130, 134, 135, 137, 138, 139, 142, 143, 144, 146, 147, 148, 149, 150, 151, 154, 155, 158, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 178, 180, 182, 183, 184, 186, 191, 194, 195, 196, 198, 199, 200, 201, 202, 203, 204, 210, 211, 212, 213, 215, 216, 219, 220, 221, 222, 224, 227, 229, 231, 233, 234, 235, 236, 239, 240, 242, 243, 244, 246, 248, 249, 250, 251, 252, 253, 254, 255, 258, 260], "tensordictmodul": [1, 14, 137, 160], "although": [1, 12, 16, 43, 49, 60, 61, 98, 99, 103, 105, 108, 115, 119, 125, 147, 150, 154, 158, 163, 173, 174, 175, 177, 183, 204, 264], "suffici": [1, 6, 49, 52, 97, 98, 117, 132, 134, 153], "transpar": [1, 12, 42, 99, 137, 163, 207, 221], "understood": [1, 4, 113], "without": [1, 4, 5, 6, 8, 9, 10, 14, 17, 20, 23, 32, 42, 49, 53, 55, 60, 73, 78, 97, 98, 107, 112, 113, 116, 123, 124, 125, 128, 130, 136, 138, 139, 142, 144, 146, 147, 148, 153, 155, 156, 157, 158, 159, 160, 161, 162, 165, 166, 169, 172, 177, 178, 190, 192, 193, 194, 195, 200, 201, 202, 204, 209, 210, 212, 221, 228, 229, 254, 262, 264], "understand": [1, 2, 4, 6, 15, 23, 43, 44, 52, 57, 58, 59, 82, 85, 91, 98, 99, 101, 108, 117, 121, 125, 126, 127, 128, 131, 136, 138, 142, 144, 145, 150, 158, 166, 172, 174, 175, 177, 191, 196, 200, 201, 209, 250], "class": [1, 2, 4, 5, 6, 7, 8, 9, 10, 12, 13, 15, 16, 19, 20, 21, 23, 24, 25, 33, 34, 37, 38, 42, 44, 45, 47, 49, 52, 53, 58, 59, 60, 64, 65, 67, 73, 75, 76, 78, 79, 83, 85, 87, 89, 90, 92, 93, 94, 96, 98, 99, 100, 102, 103, 104, 105, 108, 109, 110, 111, 112, 115, 117, 118, 119, 121, 122, 123, 125, 126, 127, 128, 129, 130, 131, 132, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 147, 148, 149, 150, 151, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 170, 172, 173, 174, 175, 178, 179, 180, 182, 183, 184, 190, 191, 192, 194, 195, 196, 198, 199, 200, 201, 203, 204, 209, 210, 213, 214, 215, 216, 217, 219, 220, 222, 224, 227, 234, 235, 238, 240, 241, 242, 243, 244, 245, 249, 250, 251, 253, 254, 263, 264, 265], "sota": [1, 75, 113, 119], "implement": [1, 2, 3, 4, 5, 6, 7, 10, 11, 12, 13, 14, 15, 17, 20, 24, 42, 43, 45, 47, 49, 51, 55, 57, 58, 59, 60, 61, 63, 64, 65, 67, 68, 69, 76, 79, 85, 103, 108, 111, 115, 120, 121, 124, 125, 126, 127, 131, 134, 135, 136, 137, 139, 140, 142, 145, 146, 147, 148, 150, 151, 155, 157, 160, 161, 164, 169, 174, 175, 179, 180, 187, 191, 193, 194, 195, 197, 198, 201, 202, 205, 207, 208, 209, 221, 223, 225, 232, 263], "rather": [1, 13, 23, 25, 49, 52, 69, 73, 85, 97, 103, 112, 121, 128, 130, 144, 145, 150, 154, 155, 160, 172, 185, 189, 190, 224], "high": [1, 2, 5, 6, 14, 15, 19, 23, 25, 42, 44, 49, 52, 53, 55, 57, 60, 82, 85, 99, 103, 105, 109, 112, 121, 122, 123, 124, 126, 127, 130, 136, 140, 147, 150, 160, 169, 170, 172, 177, 178, 187, 193, 196, 197, 198, 200, 254, 262], "level": [1, 2, 5, 6, 17, 19, 20, 23, 25, 44, 49, 53, 55, 57, 68, 79, 100, 105, 115, 122, 123, 124, 126, 127, 128, 132, 134, 136, 138, 142, 143, 144, 145, 148, 150, 165, 166, 169, 172, 174, 175, 177, 178, 183, 186, 196, 197, 198, 200, 202, 210, 224, 228, 268], "illustr": [1, 19, 44, 47, 56, 116, 117, 124, 125, 126, 139, 161, 170, 172, 179, 192, 193, 196], "librari": [1, 3, 4, 5, 6, 8, 12, 14, 18, 20, 22, 23, 25, 42, 44, 50, 51, 57, 61, 75, 87, 107, 108, 113, 115, 118, 121, 126, 130, 131, 138, 140, 144, 156, 159, 160, 164, 169, 174, 175, 178, 195, 205, 207, 220, 221, 223, 224, 227, 228, 229, 250, 252], "featur": [1, 4, 6, 10, 11, 12, 14, 17, 19, 22, 23, 34, 49, 50, 51, 52, 58, 59, 60, 61, 82, 83, 85, 90, 94, 95, 97, 98, 103, 108, 113, 121, 123, 125, 137, 138, 145, 146, 147, 150, 153, 156, 159, 160, 164, 165, 170, 173, 174, 175, 176, 177, 178, 179, 186, 187, 188, 189, 193, 194, 197, 200, 202, 205, 206, 207, 209, 252, 254], "context": [1, 2, 5, 8, 14, 16, 17, 43, 49, 60, 61, 64, 73, 103, 109, 111, 120, 124, 135, 142, 154, 160, 163, 164, 165, 166, 169, 178, 187, 200, 202, 207, 209, 213, 233], "bash": [1, 18, 20, 147, 161, 227], "pip3": [1, 18, 50, 122, 137, 160, 161, 169, 176, 185, 188, 189], "mujoco": [1, 137, 160], "glfw": 1, "tqdm": [1, 14, 17, 122, 137, 138, 160, 186, 202], "avail": [1, 2, 3, 5, 6, 10, 12, 14, 15, 17, 18, 19, 20, 21, 22, 23, 40, 42, 43, 44, 48, 50, 51, 52, 53, 58, 59, 73, 80, 87, 97, 101, 105, 113, 115, 119, 122, 125, 136, 137, 140, 142, 147, 148, 157, 158, 159, 160, 161, 164, 165, 166, 169, 172, 176, 177, 178, 179, 182, 183, 188, 189, 197, 198, 199, 200, 202, 206, 221, 223, 224, 225, 226, 228, 229, 233, 262], "is_fork": [1, 137, 160], "multiprocess": [1, 6, 7, 11, 14, 34, 51, 53, 55, 56, 110, 122, 123, 134, 135, 136, 137, 160, 163, 164, 213, 215, 260], "get_start_method": [1, 137, 160], "fork": [1, 21, 137, 160, 161], "is_avail": [1, 5, 6, 12, 20, 33, 38, 40, 42, 44, 45, 48, 49, 52, 63, 73, 80, 87, 89, 95, 97, 104, 110, 111, 115, 117, 118, 130, 137, 147, 148, 156, 157, 158, 160, 161, 163, 165, 166, 167, 173, 179, 194, 231], "els": [1, 4, 5, 8, 9, 11, 12, 14, 16, 17, 18, 19, 20, 23, 25, 33, 38, 42, 44, 45, 47, 49, 51, 52, 58, 59, 60, 63, 73, 87, 94, 95, 96, 97, 103, 104, 105, 108, 110, 111, 115, 116, 117, 118, 122, 127, 128, 130, 135, 136, 137, 138, 143, 147, 148, 151, 156, 157, 158, 160, 161, 162, 163, 164, 165, 166, 167, 170, 172, 173, 179, 182, 183, 186, 187, 194, 196, 198, 199, 202, 209, 210, 213, 216, 217, 219, 223, 231, 232, 245, 247, 253, 254, 256, 257, 260, 264, 265], "cpu": [1, 3, 5, 6, 8, 9, 10, 11, 12, 14, 15, 18, 19, 20, 23, 33, 38, 42, 43, 44, 45, 48, 49, 52, 60, 63, 64, 72, 73, 80, 82, 83, 87, 89, 90, 95, 97, 99, 104, 105, 108, 109, 110, 111, 115, 117, 118, 121, 123, 124, 130, 134, 135, 136, 137, 138, 147, 148, 151, 154, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 172, 176, 179, 182, 183, 186, 187, 188, 189, 194, 195, 196, 198, 199, 200, 203, 207, 208, 213, 217, 220, 224, 227, 230, 231, 233, 235, 238, 239, 241, 245, 252, 254, 255], "collector_devic": 1, "chang": [1, 2, 5, 6, 10, 11, 12, 14, 19, 21, 22, 23, 24, 40, 43, 48, 50, 51, 52, 53, 55, 58, 59, 61, 76, 78, 79, 80, 82, 83, 85, 87, 95, 97, 98, 100, 101, 102, 105, 108, 112, 116, 121, 123, 124, 126, 132, 133, 136, 137, 138, 140, 142, 145, 146, 147, 150, 153, 154, 156, 157, 158, 162, 169, 172, 173, 174, 175, 178, 182, 183, 185, 187, 188, 189, 192, 194, 198, 199, 201, 205, 207, 209, 212, 221, 223, 236, 254, 262], "seri": [1, 6, 15, 23, 52, 53, 54, 55, 56, 82, 91, 120, 121, 127, 128, 132, 133, 140, 144, 157, 160, 192], "reusabl": [1, 6, 25], "swappabl": 1, "signatur": [1, 5, 8, 10, 14, 15, 23, 108, 136, 154, 163, 174, 175, 254], "characterist": [1, 14, 43, 144, 146, 147, 159, 165], "copi": [1, 5, 6, 12, 18, 22, 23, 44, 45, 50, 55, 58, 61, 73, 82, 97, 109, 110, 112, 114, 117, 123, 125, 130, 134, 136, 137, 138, 139, 142, 143, 144, 147, 150, 154, 158, 163, 169, 172, 182, 183, 184, 189, 195, 199, 200, 205, 207, 209, 219, 220, 235, 265], "loss_modul": [1, 160], "whatev": [1, 8, 22, 23, 99, 101, 112, 196], "convent": [1, 14, 52, 60, 112, 126, 137, 172], "receiv": [1, 4, 6, 14, 16, 55, 64, 87, 101, 111, 136, 160, 162, 163, 164, 173], "necessari": [1, 4, 5, 6, 7, 8, 10, 12, 15, 16, 18, 19, 23, 24, 44, 52, 53, 55, 60, 85, 87, 98, 112, 113, 122, 123, 124, 130, 134, 147, 150, 160, 162, 163, 164, 169, 174, 175, 178, 180, 183, 186, 192, 194, 196, 198, 199, 200, 250], "return": [1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 25, 33, 34, 37, 38, 40, 44, 45, 47, 49, 51, 52, 59, 60, 64, 65, 67, 68, 73, 75, 78, 79, 80, 82, 85, 87, 89, 90, 92, 93, 94, 96, 97, 98, 99, 101, 102, 103, 104, 105, 108, 109, 110, 111, 112, 113, 115, 116, 117, 118, 122, 123, 124, 126, 127, 128, 129, 130, 131, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 177, 178, 179, 180, 182, 183, 184, 185, 186, 187, 188, 190, 192, 194, 195, 196, 198, 199, 200, 201, 202, 204, 206, 207, 209, 210, 211, 213, 214, 215, 216, 219, 220, 221, 222, 223, 224, 227, 231, 232, 234, 235, 238, 240, 241, 242, 243, 244, 245, 247, 248, 249, 250, 251, 253, 254, 256, 257, 258], "replay_buff": [1, 160], "sampl": [1, 6, 8, 44, 47, 48, 49, 51, 52, 55, 60, 61, 75, 78, 79, 87, 92, 97, 99, 105, 110, 115, 116, 117, 118, 121, 123, 127, 130, 136, 137, 138, 140, 146, 147, 153, 154, 158, 160, 161, 162, 164, 172, 174, 175, 179, 183, 186, 194, 195, 198, 200, 206, 210, 226, 227, 264], "loss_dict": 1, "instanc": [1, 4, 5, 6, 7, 11, 12, 14, 21, 22, 23, 25, 45, 53, 54, 55, 58, 59, 60, 78, 82, 87, 97, 98, 99, 102, 103, 122, 123, 125, 126, 132, 133, 134, 135, 137, 145, 147, 158, 160, 162, 163, 164, 166, 173, 183, 184, 198, 200, 201, 203, 221, 254, 259], "written": [1, 4, 5, 6, 8, 10, 14, 22, 23, 25, 85, 100, 131, 137, 144, 151, 154, 155, 158, 165, 169, 172, 185, 190, 221], "under": [1, 4, 5, 8, 14, 18, 19, 23, 47, 49, 50, 52, 54, 56, 97, 99, 109, 113, 115, 124, 125, 136, 138, 140, 146, 147, 154, 157, 164, 169, 170, 178, 179, 180, 188, 189, 191, 193, 205, 223, 226, 264], "loss_": 1, "smth": 1, "where": [1, 3, 4, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 20, 21, 22, 23, 24, 32, 47, 49, 51, 60, 61, 64, 68, 75, 78, 79, 83, 85, 87, 97, 98, 99, 101, 102, 103, 110, 113, 122, 124, 126, 127, 128, 131, 133, 134, 135, 136, 138, 139, 140, 142, 145, 148, 150, 151, 153, 154, 155, 159, 160, 161, 162, 163, 164, 165, 166, 170, 173, 175, 176, 178, 179, 180, 183, 185, 188, 190, 193, 194, 195, 196, 201, 202, 205, 209, 227, 229, 265], "string": [1, 8, 15, 22, 23, 49, 51, 58, 59, 60, 65, 67, 105, 111, 115, 116, 118, 126, 127, 128, 137, 140, 157, 160, 166, 172, 183, 209, 210, 259, 262], "describ": [1, 4, 5, 6, 8, 10, 14, 15, 16, 19, 20, 21, 22, 23, 48, 49, 52, 58, 59, 61, 73, 97, 105, 114, 120, 136, 151, 160, 161, 164, 169, 172, 174, 175, 177, 197, 198, 199, 203, 254], "addit": [1, 2, 5, 7, 8, 11, 15, 17, 19, 50, 60, 73, 75, 97, 102, 105, 108, 109, 113, 122, 124, 125, 134, 136, 138, 139, 140, 143, 145, 148, 150, 157, 162, 163, 166, 170, 173, 174, 175, 177, 186, 190, 191, 192, 193, 198, 201, 202, 207, 209, 219, 221], "kei": [1, 6, 8, 11, 14, 15, 17, 49, 58, 75, 82, 90, 100, 103, 105, 109, 112, 114, 115, 116, 119, 122, 126, 137, 138, 140, 144, 147, 157, 159, 160, 161, 162, 165, 166, 169, 170, 172, 174, 175, 176, 178, 186, 194, 195, 196, 202, 210, 212, 221, 238, 256, 264], "mai": [1, 4, 5, 6, 8, 10, 11, 12, 14, 15, 17, 19, 21, 22, 23, 25, 42, 49, 50, 52, 58, 59, 60, 68, 73, 85, 95, 99, 112, 113, 116, 123, 124, 125, 126, 130, 131, 137, 138, 139, 140, 142, 144, 145, 146, 151, 153, 154, 159, 160, 163, 166, 169, 172, 173, 174, 175, 177, 178, 180, 182, 183, 186, 189, 192, 194, 198, 199, 200, 201, 202, 203, 209, 219, 229, 232, 254, 264, 265], "metric": [1, 17, 87, 97, 109, 122, 138, 147, 169, 172, 178, 179, 202, 222], "log": [1, 7, 14, 18, 49, 50, 52, 53, 58, 73, 97, 98, 99, 102, 103, 104, 118, 123, 126, 130, 133, 138, 149, 159, 160, 162, 164, 167, 169, 170, 172, 174, 175, 178, 186, 196, 209, 212, 257], "dure": [1, 3, 7, 8, 12, 14, 16, 18, 19, 25, 32, 37, 49, 52, 60, 61, 63, 64, 76, 78, 85, 97, 99, 103, 108, 111, 112, 113, 118, 121, 122, 123, 124, 125, 128, 130, 131, 132, 134, 137, 143, 144, 145, 150, 151, 154, 158, 159, 160, 161, 162, 164, 169, 173, 177, 178, 179, 186, 197, 199, 203, 207, 221, 224, 225, 226, 229, 254], "reason": [1, 5, 6, 8, 14, 15, 17, 23, 25, 52, 78, 82, 97, 99, 102, 112, 117, 125, 130, 136, 145, 150, 158, 160, 165, 166, 185, 192, 202, 224, 254], "independ": [1, 7, 23, 49, 60, 79, 103, 108, 110, 146, 147, 151, 163, 190], "user": [1, 3, 5, 14, 17, 18, 19, 22, 24, 25, 44, 49, 50, 60, 76, 79, 82, 83, 85, 97, 101, 108, 110, 113, 114, 115, 122, 124, 128, 134, 138, 140, 143, 144, 145, 148, 162, 164, 165, 166, 167, 169, 172, 174, 175, 176, 177, 178, 179, 180, 183, 186, 188, 190, 191, 192, 193, 196, 197, 198, 199, 200, 201, 202, 205, 208, 221, 229, 264, 265], "sum": [1, 2, 4, 5, 7, 11, 13, 14, 16, 18, 19, 21, 25, 37, 38, 40, 43, 44, 49, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 76, 78, 82, 87, 89, 92, 97, 98, 99, 101, 103, 104, 109, 111, 115, 117, 122, 123, 125, 127, 128, 129, 130, 131, 136, 137, 146, 147, 151, 153, 154, 157, 158, 160, 161, 162, 163, 164, 167, 169, 173, 174, 175, 176, 183, 190, 191, 192, 193, 198, 199, 211, 212, 213, 215, 222, 232, 254, 260], "done": [1, 4, 5, 6, 8, 10, 14, 16, 17, 19, 20, 21, 22, 23, 25, 37, 38, 49, 54, 58, 59, 82, 85, 97, 98, 99, 108, 113, 115, 122, 123, 124, 125, 128, 130, 136, 137, 139, 144, 145, 147, 148, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 170, 172, 174, 175, 185, 186, 195, 202, 203, 209, 221, 224, 258], "via": [1, 3, 5, 6, 7, 16, 17, 18, 20, 22, 23, 54, 55, 58, 59, 73, 85, 97, 121, 122, 123, 124, 126, 136, 137, 140, 146, 154, 159, 160, 165, 170, 172, 173, 177, 178, 179, 189, 192, 202, 221, 262, 268], "loss_val": [1, 137, 160], "item": [1, 2, 6, 7, 9, 10, 11, 12, 14, 15, 34, 37, 38, 40, 44, 49, 52, 60, 63, 64, 65, 67, 68, 69, 72, 73, 87, 90, 92, 94, 95, 96, 97, 98, 101, 103, 104, 109, 111, 112, 114, 115, 117, 118, 119, 122, 123, 127, 128, 130, 136, 137, 138, 140, 142, 144, 147, 148, 158, 159, 160, 161, 162, 163, 164, 166, 167, 170, 172, 179, 180, 182, 194, 210, 214, 219, 222, 231, 235, 248, 251, 263, 265], "startswith": [1, 83, 148, 166, 247], "parent": [1, 14, 104, 115, 143, 147, 184, 186], "As": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 16, 19, 20, 21, 22, 23, 25, 43, 49, 50, 52, 58, 59, 60, 61, 73, 85, 87, 97, 103, 105, 108, 112, 116, 118, 122, 123, 124, 125, 126, 127, 134, 136, 137, 138, 142, 143, 144, 145, 146, 147, 150, 153, 154, 157, 158, 160, 161, 162, 163, 164, 165, 169, 172, 175, 176, 177, 178, 179, 180, 183, 185, 186, 188, 189, 193, 194, 196, 198, 201, 205, 209, 223], "mani": [1, 2, 4, 5, 6, 10, 14, 15, 17, 18, 23, 25, 49, 51, 52, 60, 61, 65, 69, 73, 82, 97, 99, 100, 101, 104, 105, 107, 111, 113, 122, 124, 126, 127, 130, 136, 138, 139, 146, 148, 150, 151, 155, 158, 160, 162, 163, 166, 174, 175, 177, 178, 192, 195, 202, 205, 206, 221, 254, 262, 264, 265], "expect": [1, 4, 5, 6, 10, 11, 14, 20, 22, 23, 32, 45, 47, 49, 51, 58, 59, 60, 61, 73, 85, 87, 97, 101, 102, 103, 112, 113, 117, 119, 126, 130, 134, 135, 137, 146, 147, 153, 154, 157, 159, 160, 161, 162, 163, 165, 172, 173, 174, 175, 177, 179, 180, 183, 188, 189, 195, 196, 198, 200, 201, 205, 206, 221, 224], "similar": [1, 3, 5, 8, 10, 11, 14, 15, 19, 22, 23, 48, 49, 58, 59, 61, 82, 83, 97, 98, 103, 108, 116, 124, 131, 135, 136, 137, 140, 144, 150, 154, 160, 162, 163, 164, 165, 166, 169, 170, 172, 177, 179, 180, 183, 186, 190, 191, 192, 193, 194, 199, 200, 219], "structur": [1, 4, 5, 6, 8, 9, 14, 18, 19, 20, 21, 22, 23, 33, 48, 49, 52, 53, 60, 61, 78, 85, 97, 98, 102, 105, 110, 112, 121, 132, 137, 139, 144, 147, 148, 150, 154, 155, 157, 160, 164, 170, 172, 173, 179, 193, 195, 197, 198, 206, 209, 262, 264, 268], "make": [1, 4, 5, 6, 8, 10, 12, 14, 18, 19, 22, 23, 43, 44, 45, 47, 49, 50, 51, 53, 54, 55, 57, 58, 59, 60, 61, 68, 69, 73, 87, 97, 99, 100, 101, 102, 103, 108, 111, 112, 113, 114, 115, 117, 118, 121, 122, 123, 124, 126, 127, 128, 130, 134, 136, 137, 138, 140, 143, 144, 145, 146, 147, 150, 153, 154, 156, 157, 158, 160, 161, 162, 163, 164, 165, 166, 170, 172, 173, 174, 175, 177, 179, 183, 185, 186, 189, 190, 191, 192, 193, 194, 195, 196, 198, 201, 206, 214, 219, 221, 224, 228, 229, 254, 258, 264, 266], "possibl": [1, 2, 4, 5, 6, 8, 10, 14, 15, 17, 22, 23, 52, 60, 61, 75, 98, 101, 108, 119, 125, 130, 131, 137, 139, 142, 144, 146, 147, 150, 158, 159, 160, 162, 163, 166, 179, 183, 186, 188, 194, 198, 199, 200, 201, 202, 203, 205, 221, 224, 254, 264], "across": [1, 5, 7, 8, 9, 11, 14, 16, 18, 20, 24, 49, 52, 54, 55, 56, 61, 82, 97, 105, 115, 120, 122, 123, 124, 132, 133, 134, 135, 136, 139, 147, 150, 157, 163, 164, 176, 177, 182, 212, 236, 262], "modal": [1, 60], "complex": [1, 6, 23, 25, 50, 61, 67, 68, 97, 105, 112, 120, 123, 134, 151, 154, 162, 164, 170, 194, 204, 210], "multipl": [1, 5, 8, 10, 11, 14, 16, 17, 18, 19, 20, 23, 40, 45, 48, 49, 53, 54, 55, 56, 61, 65, 78, 79, 81, 82, 87, 97, 101, 110, 120, 123, 124, 125, 126, 127, 128, 134, 135, 136, 139, 140, 144, 145, 147, 150, 159, 160, 162, 163, 164, 166, 169, 170, 172, 174, 175, 176, 177, 178, 183, 185, 194, 200, 201, 202, 236, 251, 264, 265], "entri": [1, 4, 11, 14, 23, 53, 75, 98, 101, 103, 109, 110, 112, 115, 132, 137, 144, 145, 157, 160, 162, 165, 169, 174, 175, 192, 193, 194, 196], "word": [1, 6, 7, 10, 11, 14, 42, 44, 49, 60, 73, 79, 82, 97, 98, 100, 102, 112, 115, 116, 118, 121, 127, 128, 136, 138, 144, 153, 154, 157, 164, 166, 177, 182, 191, 193, 194, 196, 200, 264], "oblivi": [1, 160], "type": [1, 4, 5, 6, 8, 9, 10, 14, 18, 19, 20, 21, 22, 23, 37, 38, 40, 42, 48, 49, 50, 51, 52, 60, 61, 73, 78, 80, 82, 85, 95, 101, 105, 108, 113, 118, 120, 122, 123, 124, 126, 135, 138, 139, 140, 143, 144, 145, 148, 149, 155, 156, 157, 160, 162, 163, 164, 165, 169, 172, 173, 174, 175, 176, 178, 180, 182, 186, 188, 190, 195, 198, 200, 201, 203, 205, 209, 210, 214, 217, 221, 222, 223, 224, 229, 245, 259, 264], "being": [1, 3, 4, 5, 6, 10, 12, 14, 17, 20, 21, 23, 42, 47, 49, 52, 58, 59, 60, 76, 80, 82, 97, 98, 99, 101, 103, 105, 110, 113, 117, 122, 124, 126, 130, 136, 137, 143, 154, 157, 160, 161, 163, 178, 186, 189, 191, 192, 194, 196, 200, 202, 203, 221], "run": [1, 2, 3, 4, 5, 8, 9, 10, 11, 12, 13, 14, 16, 17, 18, 19, 21, 23, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 42, 43, 44, 47, 48, 51, 52, 56, 57, 61, 63, 64, 65, 67, 68, 69, 71, 72, 75, 76, 78, 79, 80, 82, 87, 89, 90, 92, 93, 94, 95, 96, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 111, 112, 113, 114, 116, 117, 118, 119, 121, 122, 123, 124, 125, 128, 130, 131, 132, 133, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 170, 173, 174, 176, 177, 178, 179, 182, 183, 184, 185, 187, 188, 189, 190, 191, 192, 193, 194, 196, 197, 198, 199, 200, 201, 202, 204, 205, 206, 207, 209, 210, 214, 219, 221, 223, 224, 226, 228, 229, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 254, 256, 257, 264], "elementari": [1, 2], "those": [1, 4, 5, 6, 10, 11, 14, 17, 42, 43, 61, 79, 87, 98, 103, 113, 115, 116, 124, 125, 127, 136, 139, 144, 153, 154, 156, 157, 164, 166, 170, 172, 174, 175, 178, 183, 185, 189, 191, 202, 203, 205, 206, 207, 224, 264], "keep": [1, 6, 7, 10, 11, 14, 23, 43, 49, 51, 52, 60, 61, 73, 82, 85, 95, 97, 99, 101, 102, 108, 112, 116, 119, 121, 122, 123, 124, 125, 127, 128, 133, 134, 137, 143, 145, 151, 158, 160, 164, 166, 178, 182, 183, 198, 209, 219], "didact": [1, 136], "displai": [1, 2, 5, 6, 12, 14, 34, 44, 52, 58, 75, 108, 109, 117, 130, 140, 158, 161, 166, 169, 259, 262], "each": [1, 2, 5, 6, 7, 8, 10, 11, 12, 14, 16, 17, 18, 19, 21, 23, 24, 25, 34, 43, 44, 45, 48, 49, 51, 52, 53, 55, 56, 58, 59, 60, 61, 65, 68, 73, 75, 76, 79, 82, 83, 85, 87, 97, 98, 99, 102, 103, 107, 108, 109, 111, 112, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 126, 127, 128, 131, 132, 133, 134, 135, 136, 137, 139, 142, 143, 144, 146, 147, 148, 150, 151, 153, 154, 155, 157, 158, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 174, 175, 176, 177, 178, 179, 186, 187, 190, 193, 194, 196, 198, 199, 201, 202, 209, 210, 212, 221, 232, 254, 262, 264], "popul": [1, 14, 22, 43, 49, 58, 59, 87, 122, 137, 147, 160, 162, 212], "later": [1, 3, 4, 5, 6, 11, 23, 47, 49, 52, 60, 73, 78, 87, 97, 101, 102, 112, 113, 123, 124, 127, 128, 130, 131, 135, 136, 139, 142, 143, 144, 145, 146, 147, 151, 155, 160, 161, 164, 165, 166, 170, 172, 174, 175, 183, 190, 198, 199, 212, 224, 229, 233], "stage": [1, 7, 14, 16, 149, 187, 189, 207], "start": [1, 4, 5, 6, 9, 11, 14, 16, 17, 18, 19, 23, 24, 25, 43, 44, 49, 50, 52, 53, 54, 55, 59, 60, 61, 73, 87, 97, 98, 100, 101, 105, 113, 116, 120, 121, 122, 124, 125, 126, 127, 128, 129, 130, 135, 136, 138, 140, 144, 145, 146, 147, 149, 150, 153, 154, 158, 159, 161, 162, 163, 166, 169, 170, 172, 173, 174, 177, 178, 179, 183, 185, 186, 188, 192, 196, 198, 199, 200, 201, 202, 204, 209, 224, 240, 253, 265], "solv": [1, 6, 14, 49, 51, 97, 103, 117, 118, 150, 154, 158, 160, 162, 164, 177, 192], "task": [1, 6, 7, 13, 14, 17, 21, 24, 49, 58, 59, 60, 75, 97, 98, 103, 109, 113, 116, 117, 118, 119, 120, 121, 123, 137, 138, 154, 158, 160, 161, 166, 167, 172, 179, 186, 202, 205, 209], "strategi": [1, 5, 17, 18, 24, 52, 82, 113, 121, 128, 136, 145, 146, 150, 155, 162, 163, 202], "predict": [1, 9, 17, 19, 20, 33, 37, 38, 43, 44, 49, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 87, 89, 90, 92, 97, 98, 102, 103, 104, 111, 113, 115, 116, 118, 121, 124, 126, 127, 128, 138, 139, 146, 147, 150, 155, 161, 166, 170, 179, 182, 183, 198, 199, 202, 214, 220, 258, 259], "henc": [1, 14, 17, 43, 48, 61, 78, 80, 82, 113, 123, 125, 134, 135, 148, 150, 151, 156, 160, 162, 164, 177, 202, 221], "two": [1, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 23, 24, 25, 40, 42, 43, 48, 49, 50, 52, 57, 58, 59, 60, 73, 75, 83, 85, 87, 92, 95, 97, 98, 99, 101, 102, 103, 105, 107, 108, 109, 116, 117, 119, 122, 123, 126, 127, 130, 131, 133, 134, 135, 136, 137, 140, 142, 144, 145, 146, 147, 148, 150, 151, 154, 155, 156, 157, 158, 160, 161, 162, 164, 165, 166, 172, 176, 177, 178, 179, 180, 184, 185, 187, 191, 193, 194, 196, 198, 199, 200, 201, 202, 203, 204, 225, 226, 230, 254, 264, 265, 269], "constructor": [1, 6, 10, 11, 12, 21, 22, 23, 25, 60, 65, 67, 69, 78, 85, 111, 116, 122, 123, 134, 135, 144, 156, 157, 160, 162, 164, 193, 203, 254], "both": [1, 2, 4, 5, 6, 7, 8, 10, 11, 12, 14, 16, 19, 20, 21, 22, 23, 24, 25, 42, 49, 51, 52, 58, 59, 60, 61, 73, 82, 85, 97, 103, 109, 113, 116, 118, 122, 124, 126, 127, 130, 133, 134, 135, 136, 142, 143, 145, 146, 148, 150, 151, 157, 158, 160, 162, 163, 164, 165, 166, 174, 175, 176, 177, 178, 179, 180, 183, 185, 186, 187, 190, 193, 195, 196, 198, 200, 201, 210, 221, 224, 229, 232, 262, 264], "compat": [1, 4, 5, 6, 8, 11, 17, 50, 60, 94, 95, 101, 137, 148, 165, 174, 175, 183, 188, 203, 205, 223], "comput": [1, 3, 5, 6, 8, 11, 12, 13, 16, 17, 19, 20, 21, 23, 24, 25, 32, 37, 38, 40, 44, 47, 48, 49, 52, 53, 57, 58, 59, 60, 61, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 83, 85, 95, 97, 98, 99, 100, 102, 105, 107, 110, 111, 115, 117, 119, 120, 121, 122, 123, 124, 125, 126, 130, 131, 132, 133, 134, 136, 137, 138, 140, 142, 143, 144, 145, 147, 149, 150, 153, 154, 155, 157, 159, 160, 161, 163, 165, 166, 169, 172, 173, 174, 175, 177, 178, 179, 183, 185, 188, 189, 194, 195, 196, 197, 198, 199, 200, 202, 203, 206, 207, 209, 212, 220, 224, 229, 232, 264], "fit": [1, 6, 7, 9, 10, 11, 12, 20, 24, 61, 87, 103, 122, 123, 124, 134, 149, 150, 164, 182, 264], "crucial": [1, 2, 12, 14, 23, 82, 101, 137, 160, 224], "convert_to_funct": 1, "extract": [1, 5, 20, 49, 52, 58, 59, 73, 97, 116, 117, 127, 128, 138, 142, 145, 155, 158, 160, 166, 173, 174, 175, 179, 209], "convert": [1, 5, 9, 10, 12, 14, 19, 20, 22, 23, 44, 49, 51, 52, 55, 73, 75, 95, 97, 105, 107, 110, 112, 113, 115, 116, 118, 119, 121, 127, 128, 138, 140, 158, 159, 160, 161, 162, 163, 167, 170, 178, 179, 182, 184, 185, 186, 189, 190, 191, 193, 194, 197, 200, 201, 210, 219, 221, 224, 225, 226, 228, 229, 254], "strictli": [1, 160], "speak": [1, 8, 43, 125, 136, 150], "perfectli": [1, 14, 65, 78, 111], "encourag": [1, 6, 19, 140, 161, 166, 172], "usag": [1, 3, 4, 11, 13, 15, 21, 23, 37, 60, 82, 109, 116, 121, 123, 125, 136, 137, 145, 146, 160, 162, 164, 165, 169, 178, 185, 186, 189, 194, 195, 196, 200, 221, 258, 264], "doe": [1, 2, 5, 6, 8, 13, 14, 15, 19, 22, 23, 25, 43, 47, 60, 61, 73, 79, 80, 85, 97, 98, 99, 101, 103, 105, 108, 112, 113, 117, 122, 123, 131, 134, 135, 136, 137, 140, 143, 146, 147, 148, 150, 153, 154, 159, 160, 161, 163, 164, 165, 166, 169, 170, 173, 174, 175, 177, 179, 183, 184, 185, 191, 192, 193, 198, 200, 203, 204, 206, 209, 224, 226, 229, 232, 264], "often": [1, 4, 5, 6, 10, 14, 17, 49, 73, 87, 97, 99, 101, 103, 112, 113, 124, 125, 126, 128, 147, 154, 178, 194, 202, 204, 264], "same": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 15, 17, 19, 20, 21, 22, 23, 25, 32, 40, 43, 44, 47, 49, 51, 52, 53, 55, 58, 59, 60, 65, 73, 78, 80, 85, 87, 95, 97, 98, 99, 101, 102, 103, 105, 108, 109, 111, 112, 118, 119, 122, 123, 124, 125, 127, 130, 133, 134, 136, 138, 139, 140, 142, 145, 146, 147, 148, 150, 153, 154, 155, 156, 157, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 177, 178, 180, 182, 183, 186, 187, 190, 191, 192, 193, 194, 195, 198, 199, 200, 201, 202, 209, 219, 223, 224, 229, 232, 254, 258, 262, 264], "usual": [1, 5, 6, 8, 19, 23, 43, 58, 59, 60, 61, 99, 100, 102, 103, 113, 117, 124, 125, 128, 130, 131, 134, 136, 137, 145, 148, 153, 157, 158, 160, 167, 196, 206, 262], "former": [1, 5, 61, 79, 127, 128, 166], "lag": [1, 160], "absolut": [1, 6, 7, 10, 82, 99, 126, 157, 161, 209], "dilut": 1, "averag": [1, 3, 19, 49, 52, 61, 82, 87, 97, 113, 115, 123, 127, 128, 130, 136, 138, 144, 147, 155, 160, 161, 164, 166, 167, 169, 177, 178, 183, 198, 199], "associ": [1, 5, 6, 8, 10, 17, 50, 82, 131, 142, 143, 157, 165, 172, 191, 202, 203], "One": [1, 2, 4, 5, 6, 7, 10, 11, 15, 21, 23, 49, 51, 60, 61, 73, 79, 82, 97, 98, 99, 101, 122, 123, 124, 125, 128, 134, 136, 138, 139, 143, 144, 150, 153, 154, 167, 170, 173, 178, 179, 192, 196, 201, 206, 210, 224, 264, 265], "advantag": [1, 3, 6, 14, 17, 23, 49, 60, 85, 95, 98, 107, 120, 122, 125, 136, 137, 154, 160, 173, 178, 183, 186, 193, 202, 210, 221, 223], "match": [1, 4, 5, 10, 14, 17, 19, 20, 22, 49, 51, 58, 59, 60, 61, 68, 75, 76, 92, 97, 105, 108, 111, 112, 113, 135, 138, 139, 143, 145, 148, 150, 153, 155, 160, 163, 173, 174, 175, 183, 186, 191, 193, 196, 198, 202, 221], "exactli": [1, 5, 7, 8, 10, 12, 17, 25, 43, 51, 52, 60, 78, 80, 101, 103, 105, 137, 145, 154, 175, 186, 202], "configur": [1, 4, 5, 6, 14, 18, 19, 20, 22, 23, 24, 42, 49, 50, 60, 61, 82, 113, 122, 124, 132, 134, 143, 145, 150, 153, 158, 160, 163, 169, 172, 177, 184, 185, 200, 201, 209, 221, 226, 227, 268], "pessimist": [1, 160], "bound": [1, 23, 49, 112, 126, 145, 160, 161, 169, 174, 175, 177, 179, 185], "pai": [1, 10, 45, 49, 60, 115], "attent": [1, 7, 10, 42, 45, 49, 115, 118, 119, 121, 124, 137, 167, 185, 186, 194, 254], "create_target_param": 1, "keyword": [1, 5, 157, 160, 172], "argument": [1, 2, 4, 5, 6, 8, 14, 21, 22, 23, 32, 43, 44, 48, 51, 55, 60, 69, 76, 78, 82, 89, 97, 99, 102, 103, 109, 111, 112, 115, 122, 123, 126, 127, 128, 133, 134, 136, 137, 139, 145, 146, 155, 156, 157, 160, 162, 163, 164, 165, 169, 172, 173, 174, 175, 180, 189, 192, 195, 200, 206, 207, 209, 210, 223, 224, 264, 265], "below": [1, 2, 4, 6, 10, 11, 12, 14, 16, 17, 18, 19, 20, 23, 24, 34, 43, 45, 48, 49, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 79, 82, 85, 97, 98, 99, 101, 102, 103, 105, 107, 108, 113, 114, 116, 118, 119, 124, 126, 130, 132, 133, 134, 135, 136, 137, 138, 142, 145, 148, 150, 153, 156, 158, 160, 161, 162, 163, 164, 165, 169, 170, 172, 173, 174, 175, 176, 177, 178, 179, 185, 186, 187, 189, 191, 192, 193, 194, 196, 203, 204, 205, 212, 219, 223, 224, 226, 229, 254, 264], "tell": [1, 18, 23, 42, 69, 87, 103, 111, 126, 127, 137, 139, 142, 153, 161, 162, 164, 166, 176, 188, 189, 210, 264], "fals": [1, 2, 6, 7, 10, 11, 12, 14, 19, 20, 23, 24, 34, 37, 38, 42, 43, 44, 49, 52, 55, 59, 60, 63, 64, 73, 82, 83, 87, 89, 92, 94, 96, 97, 101, 110, 111, 112, 115, 116, 117, 119, 122, 123, 124, 125, 126, 130, 135, 138, 142, 144, 145, 147, 148, 149, 151, 153, 154, 158, 159, 160, 161, 162, 163, 165, 166, 167, 170, 172, 173, 174, 175, 177, 178, 179, 180, 183, 185, 186, 187, 191, 192, 193, 195, 196, 198, 199, 201, 202, 207, 209, 211, 212, 219, 220, 221, 222, 224, 229, 231, 233, 245, 247, 248, 249, 251, 253, 254, 255, 260, 262, 263, 264, 265], "target_actor_network_param": 1, "attribut": [1, 6, 11, 14, 22, 25, 43, 47, 53, 60, 73, 76, 79, 82, 85, 90, 103, 108, 116, 125, 135, 137, 142, 148, 149, 154, 157, 174, 175, 177, 183, 186, 194, 195, 197, 200, 204, 208, 230, 264], "access": [1, 5, 6, 7, 10, 12, 14, 17, 19, 23, 50, 60, 68, 73, 78, 79, 87, 97, 102, 111, 112, 118, 119, 122, 125, 132, 136, 143, 154, 159, 161, 163, 172, 174, 175, 178, 186, 188, 190, 191, 193, 195, 202, 209, 210, 219, 254, 262], "detach": [1, 2, 6, 9, 11, 12, 13, 20, 32, 52, 73, 89, 90, 95, 101, 105, 108, 138, 151, 155, 166, 182, 186, 230, 245], "def": [1, 4, 5, 6, 7, 8, 9, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 25, 33, 34, 37, 38, 44, 45, 47, 49, 51, 52, 53, 55, 60, 64, 65, 67, 73, 75, 78, 79, 85, 87, 89, 90, 92, 93, 94, 96, 97, 98, 99, 102, 103, 104, 105, 108, 109, 111, 112, 113, 115, 116, 117, 118, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 134, 135, 136, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 156, 157, 158, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 178, 179, 180, 182, 183, 184, 185, 186, 187, 188, 190, 194, 195, 196, 198, 199, 200, 201, 202, 203, 204, 206, 209, 210, 211, 212, 213, 214, 215, 216, 217, 219, 220, 222, 224, 227, 229, 231, 232, 234, 235, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 254, 256, 257, 260, 264], "_init": 1, "self": [1, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 19, 20, 21, 22, 24, 25, 33, 34, 37, 38, 44, 45, 47, 49, 51, 52, 53, 55, 60, 65, 67, 73, 78, 79, 85, 87, 89, 92, 93, 94, 96, 97, 98, 99, 102, 103, 104, 105, 108, 109, 111, 112, 115, 118, 123, 124, 125, 127, 128, 129, 130, 134, 135, 136, 139, 143, 144, 145, 147, 149, 150, 151, 154, 155, 157, 161, 162, 163, 164, 166, 167, 169, 170, 172, 173, 174, 175, 178, 179, 180, 182, 183, 184, 186, 194, 195, 196, 198, 199, 200, 203, 204, 210, 213, 215, 216, 217, 219, 220, 222, 223, 224, 227, 229, 234, 235, 238, 239, 240, 241, 242, 243, 244, 245, 249, 250, 251, 253, 254], "actor_network": [1, 160], "value_network": [1, 160], "none": [1, 7, 11, 12, 14, 15, 17, 18, 19, 20, 24, 34, 49, 51, 60, 63, 64, 76, 79, 87, 89, 90, 97, 104, 105, 108, 111, 113, 115, 117, 118, 119, 122, 123, 130, 135, 136, 138, 139, 142, 143, 145, 146, 147, 148, 149, 151, 153, 155, 158, 161, 163, 165, 166, 172, 174, 175, 176, 179, 180, 183, 186, 195, 202, 203, 208, 210, 214, 216, 217, 231, 245, 246, 254, 262, 264], "super": [1, 4, 5, 6, 7, 9, 11, 12, 13, 14, 16, 18, 19, 20, 21, 22, 25, 33, 37, 38, 44, 45, 47, 49, 52, 59, 60, 65, 67, 73, 78, 79, 85, 87, 89, 92, 93, 94, 96, 97, 98, 99, 102, 103, 104, 105, 109, 111, 112, 115, 118, 123, 125, 127, 128, 129, 130, 134, 135, 139, 143, 144, 147, 149, 150, 151, 154, 155, 157, 161, 162, 163, 164, 165, 166, 167, 170, 172, 173, 174, 175, 178, 180, 182, 194, 195, 196, 198, 199, 200, 203, 204, 209, 210, 213, 215, 216, 219, 220, 222, 223, 224, 227, 234, 235, 238, 240, 241, 242, 243, 244, 249, 250, 251, 253], "true": [1, 2, 4, 5, 6, 7, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 22, 23, 24, 32, 34, 37, 38, 41, 42, 43, 44, 45, 47, 49, 51, 52, 55, 58, 59, 60, 63, 64, 68, 73, 76, 82, 87, 89, 90, 92, 94, 95, 96, 97, 98, 101, 104, 108, 109, 110, 111, 113, 115, 116, 117, 118, 119, 122, 123, 124, 125, 126, 127, 129, 130, 131, 134, 135, 136, 137, 138, 140, 142, 144, 145, 147, 148, 149, 150, 154, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 177, 178, 179, 180, 183, 185, 186, 187, 188, 189, 191, 192, 193, 194, 195, 198, 199, 200, 201, 202, 204, 205, 206, 207, 209, 212, 213, 214, 215, 219, 221, 222, 223, 224, 225, 226, 229, 230, 231, 232, 237, 239, 245, 251, 253, 254, 255, 256, 257, 258, 259, 260, 262, 265], "compare_against": 1, "list": [1, 5, 6, 8, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 24, 44, 47, 48, 49, 50, 52, 60, 61, 68, 73, 87, 90, 101, 102, 103, 105, 107, 108, 110, 111, 113, 115, 116, 118, 119, 125, 127, 128, 135, 136, 138, 143, 144, 148, 154, 155, 157, 158, 159, 160, 162, 163, 164, 166, 169, 170, 172, 173, 174, 175, 179, 184, 186, 187, 192, 194, 199, 201, 202, 205, 207, 209, 210, 216, 217, 219, 223, 224, 228, 229, 232, 254, 268], "actor_in_kei": 1, "in_kei": [1, 14, 137, 160], "sinc": [1, 3, 4, 5, 7, 8, 9, 10, 11, 13, 14, 16, 19, 20, 21, 23, 44, 49, 51, 52, 53, 60, 65, 73, 78, 85, 97, 98, 99, 101, 102, 103, 105, 111, 113, 115, 116, 117, 118, 119, 124, 126, 127, 128, 131, 132, 136, 137, 140, 143, 144, 149, 151, 153, 154, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 170, 172, 173, 176, 177, 179, 180, 183, 184, 185, 186, 188, 189, 190, 191, 192, 198, 199, 200, 201, 205, 224, 232, 264], "base": [1, 5, 6, 7, 9, 10, 11, 14, 16, 17, 18, 20, 23, 24, 25, 42, 44, 49, 52, 57, 58, 59, 60, 73, 75, 76, 78, 85, 87, 97, 99, 105, 109, 112, 115, 116, 119, 120, 121, 122, 123, 126, 127, 129, 137, 138, 147, 156, 157, 161, 163, 166, 169, 170, 172, 175, 178, 179, 182, 183, 185, 186, 187, 192, 196, 197, 198, 199, 200, 201, 202, 224, 226, 264], "singl": [1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 14, 15, 17, 18, 20, 21, 22, 23, 43, 47, 51, 53, 54, 55, 56, 58, 59, 60, 61, 78, 85, 87, 97, 99, 113, 115, 121, 122, 123, 124, 127, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 140, 144, 146, 147, 151, 155, 160, 161, 162, 163, 164, 166, 169, 172, 173, 174, 175, 176, 180, 183, 185, 194, 198, 201, 202, 206, 219, 224, 228, 254, 264], "critic": [1, 52, 73, 85, 133, 224, 229], "actor_crit": 1, "actorcriticwrapp": 1, "loss_funct": [1, 99, 102, 103], "l2": [1, 87, 93, 157], "q": [1, 7, 17, 43, 49, 60, 121, 124, 147, 165, 172, 196, 198, 202, 235], "empir": [1, 151, 160], "bootstrap": [1, 137], "td": [1, 14, 52, 137], "varianc": [1, 6, 19, 160], "bia": [1, 2, 5, 6, 7, 9, 13, 19, 43, 47, 52, 68, 69, 93, 99, 104, 109, 111, 112, 115, 123, 129, 130, 135, 137, 143, 146, 157, 160, 164, 165, 167, 174, 180, 182, 186, 194, 196, 199, 201, 202, 204, 219, 224, 245, 248], "mean": [1, 2, 5, 6, 7, 10, 12, 14, 19, 23, 25, 42, 47, 49, 51, 52, 58, 59, 60, 68, 73, 76, 80, 82, 85, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 103, 104, 109, 111, 112, 115, 116, 117, 122, 124, 126, 127, 130, 136, 138, 140, 144, 147, 148, 150, 154, 158, 159, 160, 161, 163, 164, 165, 166, 167, 169, 170, 172, 174, 175, 183, 186, 188, 190, 191, 192, 194, 198, 199, 201, 205, 206, 207, 211, 229, 230, 232, 235, 239, 254], "obtain": [1, 9, 24, 49, 60, 68, 87, 111, 126, 130, 136, 138, 143, 146, 155, 160, 161, 163, 169, 172, 179], "reward": [1, 4, 14, 137, 147, 160, 161, 162, 164], "noth": [1, 16, 23, 42, 73, 113, 131, 150, 160, 164, 169, 180], "mont": 1, "carlo": 1, "whole": [1, 3, 25, 44, 47, 60, 112, 113, 121, 136, 144, 157, 158, 160, 166, 183, 184, 186, 191, 201, 206, 209], "sequenc": [1, 5, 6, 12, 21, 23, 48, 49, 60, 67, 68, 98, 100, 103, 111, 112, 113, 115, 116, 118, 137, 138, 154, 160, 165, 166, 174, 175, 176, 183, 185, 186, 194, 196, 206, 212, 219, 224, 254, 264], "upcom": 1, "intermedi": [1, 17, 25, 74, 108, 112, 120, 121, 132, 135, 142, 145, 146, 147, 150, 153, 201, 202], "lambda": [1, 5, 7, 17, 20, 22, 49, 90, 104, 115, 116, 125, 129, 144, 159, 161, 162, 173, 174, 175, 202, 206, 231, 232, 247, 256, 264], "compromis": 1, "easi": [1, 2, 5, 6, 9, 23, 24, 44, 45, 51, 58, 59, 60, 61, 68, 80, 95, 97, 99, 122, 124, 126, 136, 143, 144, 146, 151, 154, 160, 169, 177, 184, 187, 196, 202, 206, 210, 221], "valueestim": 1, "enum": 1, "pointer": [1, 5, 6, 22, 23, 98, 163], "defin": [1, 2, 5, 12, 14, 15, 16, 17, 18, 20, 21, 23, 25, 38, 43, 45, 52, 58, 59, 62, 65, 67, 68, 69, 73, 78, 79, 85, 87, 98, 99, 103, 105, 111, 112, 113, 116, 118, 121, 122, 123, 125, 127, 132, 136, 137, 139, 140, 143, 144, 147, 151, 153, 155, 161, 162, 163, 165, 167, 169, 170, 173, 174, 175, 184, 188, 190, 196, 200, 201, 202, 209, 210, 221, 229, 236, 262], "default": [1, 3, 5, 6, 8, 9, 10, 11, 12, 15, 19, 20, 21, 24, 43, 45, 49, 51, 52, 55, 60, 63, 64, 69, 75, 76, 78, 82, 95, 99, 101, 108, 111, 115, 116, 117, 118, 119, 121, 122, 123, 124, 130, 135, 136, 137, 139, 142, 143, 145, 148, 150, 153, 156, 158, 159, 160, 162, 163, 164, 165, 169, 170, 172, 173, 174, 175, 178, 179, 180, 182, 183, 187, 189, 193, 194, 195, 196, 198, 199, 200, 201, 203, 207, 209, 217, 221, 224, 229, 231, 236, 245, 254, 255, 262, 263, 264], "simplest": [1, 6, 23, 47, 99, 137, 160, 166], "util": [1, 3, 5, 7, 10, 14, 15, 17, 19, 20, 22, 23, 24, 25, 33, 34, 37, 38, 44, 45, 49, 51, 52, 53, 55, 60, 73, 75, 82, 87, 92, 94, 96, 104, 109, 112, 113, 115, 116, 117, 118, 119, 121, 122, 123, 124, 126, 129, 130, 135, 136, 138, 139, 142, 143, 145, 146, 148, 149, 154, 155, 156, 158, 159, 160, 163, 165, 166, 167, 169, 170, 172, 173, 177, 178, 179, 183, 185, 186, 189, 194, 195, 198, 199, 200, 201, 202, 203, 205, 207, 209, 210, 211, 219, 221, 222, 223, 225, 226, 237, 241, 246, 247, 248, 251, 253, 254, 255, 256], "default_value_estim": 1, "td0": 1, "instruct": [1, 6, 7, 19, 23, 24, 42, 108, 113, 115, 116, 118, 127, 128, 137, 138, 142, 157, 158, 160, 162, 164, 166, 177, 178, 183, 195, 198, 199, 200, 207, 209, 221, 232, 247], "queri": [1, 14, 22, 49, 60, 112, 118, 163, 165, 166, 179, 186, 194, 198, 201], "default_value_kwarg": 1, "td0estim": 1, "td1estim": 1, "tdlambdaestim": 1, "make_value_estim": 1, "value_typ": 1, "hyperparam": [1, 202], "hp": 1, "dict": [1, 18, 49, 51, 143, 144, 147, 148, 153, 154, 157, 160, 174, 175, 179, 196, 201, 210, 217, 245], "hasattr": 1, "gamma": [1, 7, 115, 117, 122, 123, 130, 147, 158, 160, 161, 162, 164, 179], "value_kei": 1, "state_action_valu": [1, 161], "td1": 1, "_value_estim": 1, "elif": [1, 12, 16, 19, 49, 52, 60, 135, 138, 147, 148, 151, 157, 186, 217], "gae": [1, 160], "rais": [1, 8, 11, 12, 19, 49, 60, 73, 124, 125, 128, 145, 147, 148, 159, 160, 173, 174, 175, 205, 217, 245], "notimplementederror": [1, 245], "f": [1, 5, 7, 8, 9, 11, 12, 14, 17, 18, 19, 22, 32, 33, 34, 37, 38, 40, 42, 43, 44, 47, 48, 49, 53, 55, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 78, 87, 89, 90, 92, 93, 94, 96, 97, 99, 102, 103, 104, 105, 108, 110, 111, 112, 113, 116, 117, 118, 122, 123, 124, 125, 127, 130, 134, 135, 136, 137, 138, 139, 140, 145, 146, 147, 149, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 170, 172, 173, 174, 175, 179, 182, 183, 185, 186, 187, 188, 189, 194, 196, 198, 199, 202, 205, 206, 211, 213, 214, 215, 216, 217, 220, 222, 227, 232, 234, 235, 238, 240, 241, 242, 243, 244, 245, 247, 249, 250, 251, 253, 256, 257, 258, 259, 260, 264], "tdlambda": 1, "unknown": [1, 49, 60, 75, 116, 214], "set_kei": 1, "central": [1, 8, 73, 102, 103, 132], "quit": [1, 6, 17, 23, 49, 60, 73, 125, 136, 140, 150, 153, 160, 164, 190, 202, 209], "weight": [1, 2, 3, 4, 5, 6, 7, 9, 12, 13, 14, 17, 19, 20, 24, 33, 39, 43, 44, 49, 60, 63, 64, 66, 67, 68, 69, 71, 72, 73, 78, 89, 90, 93, 97, 99, 100, 102, 103, 104, 110, 111, 112, 115, 117, 121, 123, 129, 130, 132, 135, 137, 138, 139, 140, 143, 145, 146, 148, 153, 154, 155, 157, 158, 160, 161, 164, 166, 167, 169, 172, 174, 178, 179, 180, 182, 183, 184, 185, 186, 189, 198, 199, 200, 201, 202, 203, 204, 206, 217, 224, 229, 230, 233, 245, 255, 264], "must": [1, 2, 4, 5, 6, 8, 10, 11, 12, 14, 22, 23, 42, 49, 52, 60, 61, 67, 73, 85, 98, 99, 103, 107, 108, 111, 112, 113, 122, 134, 136, 137, 139, 142, 158, 160, 163, 169, 172, 173, 174, 175, 180, 190, 191, 193, 194, 195, 199, 201, 203, 206, 228, 242, 264, 265], "sure": [1, 4, 5, 6, 8, 10, 11, 14, 19, 22, 51, 57, 58, 59, 60, 87, 97, 98, 99, 103, 108, 112, 113, 115, 118, 123, 124, 128, 134, 136, 137, 138, 140, 144, 150, 158, 160, 162, 172, 186, 189, 191, 193, 195, 201, 206, 221], "otherwis": [1, 8, 10, 12, 14, 17, 19, 23, 55, 82, 85, 112, 113, 123, 125, 131, 134, 137, 142, 145, 146, 148, 153, 160, 161, 163, 199, 202, 206, 207], "mix": [1, 8, 15, 60, 61, 109, 113, 148, 183, 200, 221, 222, 236, 254], "hold_out_param": 1, "_loss_actor": 1, "tensor": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 15, 17, 19, 20, 21, 22, 23, 35, 37, 40, 41, 42, 43, 44, 45, 46, 47, 49, 51, 57, 58, 59, 60, 61, 62, 64, 65, 67, 68, 69, 70, 73, 75, 77, 78, 81, 85, 88, 89, 91, 92, 93, 96, 97, 98, 99, 102, 103, 104, 105, 108, 109, 112, 115, 116, 117, 118, 121, 122, 123, 128, 130, 131, 134, 135, 136, 137, 138, 139, 140, 142, 145, 146, 147, 148, 150, 151, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 166, 167, 169, 170, 172, 173, 174, 175, 176, 177, 179, 182, 183, 185, 186, 187, 188, 189, 190, 191, 192, 195, 196, 197, 198, 200, 202, 203, 204, 206, 207, 209, 210, 217, 220, 221, 229, 231, 232, 245, 247, 248, 251, 256, 258], "td_copi": 1, "select": [1, 5, 10, 17, 23, 42, 50, 60, 80, 82, 87, 97, 105, 148, 157, 161, 162, 164, 169, 170, 183, 186, 192, 197, 198, 202, 207, 239, 263, 266], "made": [1, 6, 10, 15, 19, 25, 51, 52, 87, 97, 98, 103, 113, 119, 122, 125, 136, 137, 166, 170, 172, 174, 175, 176, 178, 193, 197, 201, 225, 226, 229, 264], "pass": [1, 2, 3, 4, 6, 8, 10, 12, 13, 14, 15, 16, 19, 22, 23, 25, 43, 44, 49, 51, 52, 53, 56, 60, 61, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 82, 85, 87, 97, 98, 99, 101, 102, 103, 111, 112, 113, 115, 116, 118, 121, 122, 123, 124, 125, 126, 127, 130, 131, 132, 134, 135, 136, 137, 139, 142, 144, 147, 148, 150, 151, 154, 155, 157, 160, 161, 162, 163, 164, 166, 167, 169, 172, 173, 174, 175, 180, 184, 185, 186, 188, 190, 193, 194, 195, 196, 199, 201, 203, 212, 223, 239, 254], "param": [1, 7, 14, 16, 19, 33, 43, 47, 51, 68, 85, 93, 99, 111, 112, 117, 122, 123, 131, 134, 136, 139, 142, 151, 155, 158, 163, 164, 179, 180, 190, 217, 232, 245, 248, 254, 259, 260], "actor_network_param": 1, "value_network_param": 1, "reli": [1, 3, 6, 8, 14, 23, 49, 103, 125, 147, 153, 157, 160, 192, 205], "distance_loss": 1, "_loss_valu": 1, "v": [1, 2, 7, 9, 19, 24, 32, 37, 43, 49, 52, 53, 55, 60, 89, 101, 102, 103, 105, 108, 124, 138, 142, 148, 151, 155, 161, 163, 169, 179, 182, 184, 190, 193, 201, 206, 209, 210, 265], "pred_val": 1, "squeez": [1, 9, 10, 12, 14, 34, 49, 60, 73, 90, 95, 110, 138, 147, 150, 151, 166, 170, 179, 185, 186, 230], "manual": [1, 5, 8, 12, 22, 23, 47, 49, 53, 63, 64, 69, 97, 111, 112, 131, 137, 139, 142, 154, 155, 158, 183, 184, 186, 194, 199, 263, 264], "reconstruct": 1, "first": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 32, 40, 42, 44, 45, 49, 50, 51, 52, 53, 55, 58, 59, 60, 61, 68, 69, 73, 76, 78, 79, 80, 82, 83, 85, 87, 97, 99, 101, 102, 103, 109, 111, 112, 113, 115, 116, 118, 119, 121, 122, 123, 124, 125, 126, 127, 128, 130, 131, 132, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 150, 151, 153, 155, 156, 157, 158, 160, 161, 162, 163, 164, 166, 169, 172, 173, 174, 175, 176, 179, 180, 183, 185, 186, 188, 189, 190, 192, 193, 194, 195, 196, 198, 199, 201, 202, 204, 206, 209, 219, 223, 224, 226, 264, 265], "belong": [1, 7, 127, 138, 264], "second": [1, 4, 5, 6, 7, 8, 9, 12, 13, 14, 17, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 47, 48, 49, 51, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 82, 83, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 112, 113, 114, 115, 116, 117, 118, 119, 123, 125, 126, 127, 128, 130, 131, 135, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 157, 160, 161, 165, 166, 167, 168, 169, 170, 171, 173, 174, 175, 176, 177, 179, 182, 185, 186, 190, 191, 192, 193, 194, 196, 201, 204, 206, 212, 219, 224, 225, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 256, 257, 264], "target_param": 1, "target_value_network_param": 1, "batch_siz": [1, 5, 6, 7, 14, 16, 17, 19, 20, 24, 34, 37, 38, 44, 45, 49, 51, 52, 55, 60, 73, 75, 78, 87, 89, 92, 94, 96, 97, 104, 110, 113, 115, 116, 117, 118, 122, 123, 124, 126, 130, 135, 136, 137, 138, 146, 147, 149, 150, 153, 155, 158, 160, 161, 162, 163, 165, 166, 167, 169, 170, 172, 176, 177, 178, 179, 183, 186, 194, 198, 199, 202, 206, 221, 222, 231, 235, 237, 251, 255], "target_valu": 1, "value_estim": 1, "l1": [1, 17, 87, 157, 178, 202], "smooth": [1, 6, 97, 172], "loss_valu": [1, 160], "td_error": 1, "pow": [1, 2, 5, 32, 63, 64, 68, 69, 72, 89, 111, 125, 190], "miss": [1, 51, 112, 113, 134, 137, 169, 173, 178, 191, 205, 223, 264], "glue": [1, 138, 164], "cost": [1, 5, 14, 49, 52, 97, 99, 109, 122, 123, 124, 125, 151, 169, 195, 224, 233], "deliv": [1, 42, 178, 221], "tensordictbas": [1, 14], "_forward": 1, "input_tensordict": 1, "unsqueez": [1, 2, 7, 12, 14, 47, 49, 58, 59, 60, 68, 69, 78, 90, 94, 95, 104, 110, 111, 117, 118, 130, 137, 140, 147, 151, 155, 159, 161, 162, 164, 166, 170, 205, 207, 230], "ndimens": 1, "inplac": [1, 12, 19, 20, 52, 110, 123, 135, 158, 174, 175, 182, 196, 202, 219, 224, 229], "loss_actor": 1, "pred_valu": 1, "pred_value_max": 1, "max": [1, 10, 11, 17, 19, 44, 49, 52, 58, 59, 60, 73, 75, 82, 87, 92, 95, 97, 98, 104, 117, 118, 123, 126, 130, 136, 137, 138, 140, 147, 158, 160, 161, 165, 167, 170, 172, 174, 175, 179, 183, 185, 186, 194, 198, 199, 201, 202, 214, 231, 260, 262], "target_value_max": 1, "ddpgloss": 1, "most": [1, 2, 4, 5, 11, 14, 17, 22, 23, 25, 42, 43, 49, 51, 52, 58, 59, 60, 73, 75, 87, 99, 101, 102, 109, 112, 117, 120, 123, 124, 125, 126, 128, 130, 131, 136, 138, 143, 144, 145, 147, 148, 153, 158, 159, 160, 162, 163, 164, 165, 166, 169, 172, 173, 174, 175, 176, 177, 178, 183, 192, 193, 195, 196, 198, 199, 201, 202, 209, 221, 224], "taken": [1, 6, 8, 14, 19, 22, 25, 60, 82, 83, 113, 119, 137, 140, 144, 153, 160, 161, 172, 185, 186, 264], "condit": [1, 14, 49, 55, 65, 102, 111, 113, 115, 123, 136, 138, 154, 173, 174, 175, 203, 264], "remaind": [1, 7, 9, 135, 142, 182], "cheetah": 1, "goal": [1, 6, 14, 15, 44, 49, 52, 58, 61, 73, 85, 97, 125, 126, 136, 137, 144, 160, 162, 164, 177, 190], "half": [1, 7, 8, 17, 95, 117, 148, 177, 178, 202, 231, 264], "dm_control": 1, "gym": [1, 14, 121, 137, 147, 160, 161, 162, 164], "env": [1, 18, 133, 136, 137, 147, 160, 161, 162, 164, 188, 195, 207, 209, 232, 247], "gymenv": [1, 137, 160], "halfcheetah": 1, "v4": [1, 160], "dmcontrolenv": 1, "By": [1, 8, 17, 19, 25, 43, 60, 63, 64, 76, 82, 87, 101, 103, 111, 113, 122, 124, 126, 136, 139, 142, 144, 145, 153, 157, 161, 169, 174, 175, 177, 178, 187, 191, 193, 194, 195, 202, 207, 254, 262], "disabl": [1, 9, 11, 15, 42, 122, 123, 147, 149, 151, 159, 163, 165, 169, 182, 185, 190, 191, 192, 193, 199, 205, 207, 254, 262, 263], "render": [1, 6, 58, 82, 90, 126, 147, 160, 262], "easier": [1, 17, 18, 23, 24, 50, 51, 58, 98, 123, 126, 144, 145, 153, 162, 166, 170, 177, 185, 190, 193, 195, 201, 202, 206], "than": [1, 3, 5, 6, 8, 10, 11, 12, 13, 14, 17, 19, 23, 25, 44, 48, 49, 50, 52, 53, 60, 67, 69, 73, 82, 85, 95, 97, 98, 99, 101, 103, 105, 112, 113, 116, 117, 121, 122, 123, 126, 128, 130, 133, 134, 136, 139, 144, 145, 146, 147, 150, 151, 153, 154, 155, 159, 160, 161, 162, 169, 170, 172, 173, 178, 179, 183, 185, 189, 190, 194, 195, 196, 198, 202, 204, 205, 207, 210, 224, 229, 263, 264], "focu": [1, 6, 7, 10, 18, 58, 59, 97, 99, 107, 122, 124, 125, 138, 140, 160, 162, 164, 166, 178, 185, 191], "from_pixel": [1, 137], "pixels_onli": 1, "make_env": 1, "helper": [1, 5, 8, 9, 14, 16, 17, 23, 47, 51, 55, 59, 97, 98, 110, 118, 122, 123, 126, 127, 128, 130, 135, 136, 137, 161, 162, 163, 164, 166, 167, 170, 172, 179, 202, 209, 212], "either": [1, 2, 4, 5, 6, 8, 17, 19, 23, 42, 44, 49, 60, 65, 87, 97, 105, 111, 112, 113, 117, 122, 124, 134, 137, 138, 148, 157, 161, 162, 163, 169, 173, 183, 186, 193, 194, 199, 200, 202, 204, 210, 214, 221, 225, 226, 262, 264], "backend": [1, 5, 6, 7, 11, 14, 16, 18, 20, 24, 25, 33, 38, 53, 55, 61, 105, 117, 119, 120, 121, 126, 129, 130, 133, 134, 137, 138, 148, 151, 159, 160, 169, 173, 175, 176, 178, 188, 189, 195, 197, 201, 208, 224, 229, 248, 254, 255, 263], "consid": [1, 6, 10, 11, 14, 23, 49, 60, 61, 68, 73, 82, 111, 115, 116, 123, 131, 134, 136, 142, 148, 151, 153, 154, 156, 158, 162, 166, 169, 173, 179, 190, 191, 192, 206, 224, 254], "dm": [1, 127, 128, 166], "lib": [1, 4, 5, 6, 10, 18, 22, 23, 108, 137, 145, 160, 188, 205, 209, 221, 247], "env_librari": 1, "env_nam": [1, 82, 160], "global": [1, 5, 6, 17, 25, 49, 56, 60, 87, 124, 139, 145, 146, 150, 153, 155, 161, 163, 165, 167, 174, 175, 183, 185, 202, 211, 231, 232, 233, 247, 254], "env_task": 1, "env_arg": 1, "env_kwarg": 1, "frame_skip": [1, 160], "modifi": [1, 3, 6, 10, 11, 14, 19, 43, 44, 49, 52, 58, 59, 73, 78, 97, 98, 118, 119, 124, 136, 140, 143, 144, 145, 156, 157, 158, 160, 162, 166, 174, 175, 180, 189, 196, 204, 224, 265], "represent": [1, 4, 10, 14, 23, 25, 43, 52, 60, 85, 97, 99, 102, 103, 105, 108, 110, 112, 121, 126, 138, 143, 144, 147, 166, 169, 170, 174, 175, 176, 194, 197, 198, 201, 204, 210], "friendli": [1, 4, 15, 23, 178], "append": [1, 7, 8, 9, 12, 14, 16, 17, 18, 19, 21, 49, 52, 60, 73, 98, 103, 109, 112, 115, 118, 122, 125, 127, 128, 130, 135, 136, 137, 138, 144, 147, 149, 150, 157, 160, 161, 162, 163, 164, 165, 166, 170, 173, 179, 182, 183, 186, 198, 199, 202, 217, 231, 232], "special": [1, 7, 10, 18, 22, 23, 48, 60, 73, 99, 101, 103, 113, 115, 116, 118, 125, 137, 148, 156, 157, 169, 172, 174, 175, 183, 194, 198, 203, 254], "torchr": 1, "transformedenv": [1, 14, 137, 160], "common": [1, 4, 6, 8, 10, 14, 17, 19, 44, 49, 51, 60, 61, 82, 95, 97, 99, 101, 103, 112, 117, 121, 124, 134, 135, 138, 144, 147, 154, 157, 158, 159, 160, 165, 172, 176, 179, 184, 188, 192, 194, 202, 222, 232, 233, 247, 264], "rescal": [1, 51, 179, 185], "heurist": [1, 82, 201, 256], "multipli": [1, 5, 12, 19, 48, 49, 60, 95, 104, 127, 143, 166, 177, 178, 232], "5": [1, 2, 3, 5, 6, 7, 9, 11, 14, 17, 20, 23, 24, 32, 34, 36, 37, 38, 40, 43, 45, 47, 48, 49, 52, 60, 64, 65, 73, 75, 78, 80, 82, 85, 87, 89, 92, 93, 94, 95, 96, 98, 99, 101, 102, 103, 104, 109, 110, 111, 112, 113, 114, 115, 116, 118, 122, 123, 125, 126, 127, 130, 134, 136, 138, 139, 142, 143, 144, 145, 147, 148, 150, 151, 154, 155, 157, 158, 159, 162, 163, 164, 165, 166, 167, 172, 173, 174, 175, 177, 178, 179, 182, 188, 190, 191, 192, 193, 194, 195, 196, 198, 199, 202, 203, 204, 206, 208, 209, 211, 212, 214, 216, 219, 220, 221, 222, 225, 227, 228, 234, 240, 244, 245, 246, 248, 249, 250, 253, 255, 258, 259, 264, 265, 268], "interfac": [1, 4, 5, 6, 14, 15, 20, 22, 23, 25, 49, 60, 126, 133, 136, 160, 172, 187, 195, 210, 221], "simul": [1, 17, 18, 19, 59, 119, 160, 161, 202, 205, 223], "doubl": [1, 2, 5, 6, 13, 23, 58, 80, 95, 104, 109, 117, 121, 125, 130, 137, 138, 142, 147, 155, 158, 160, 170, 186, 193, 264], "precis": [1, 4, 8, 10, 15, 20, 61, 125, 130, 131, 138, 148, 160, 170, 178, 183, 186, 189, 200, 221, 222, 231, 236], "number": [1, 5, 6, 7, 9, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 23, 42, 44, 49, 51, 52, 53, 55, 58, 60, 65, 82, 85, 87, 97, 99, 101, 103, 109, 112, 115, 116, 122, 123, 124, 125, 126, 127, 133, 134, 135, 136, 137, 138, 139, 140, 142, 145, 146, 149, 150, 151, 154, 157, 158, 159, 160, 161, 162, 163, 164, 169, 172, 173, 176, 179, 185, 186, 188, 189, 193, 194, 199, 200, 206, 207, 224, 229, 262], "presum": 1, "ones": [1, 2, 4, 6, 11, 12, 14, 19, 21, 32, 40, 48, 49, 60, 76, 80, 85, 89, 92, 95, 97, 110, 113, 118, 125, 136, 139, 144, 154, 155, 156, 158, 160, 161, 169, 174, 175, 178, 179, 180, 191, 192, 199, 203, 210, 221, 232, 247, 257, 264], "goe": [1, 4, 5, 23, 51, 95, 98, 99, 131, 146, 156, 160, 163, 229, 264], "wai": [1, 2, 4, 5, 6, 8, 9, 10, 11, 12, 14, 20, 21, 22, 25, 32, 43, 44, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 60, 67, 73, 78, 80, 82, 87, 95, 98, 99, 101, 103, 105, 108, 110, 112, 113, 115, 120, 123, 124, 125, 126, 127, 131, 133, 134, 140, 142, 143, 144, 145, 146, 147, 148, 150, 151, 153, 154, 157, 158, 160, 162, 163, 165, 167, 170, 174, 175, 176, 179, 180, 185, 186, 191, 192, 193, 194, 196, 197, 198, 199, 201, 203, 205, 210, 223, 224, 233, 241, 254], "doubletofloat": [1, 160], "refer": [1, 4, 5, 6, 8, 13, 15, 16, 17, 21, 22, 23, 24, 25, 49, 59, 60, 61, 73, 76, 82, 85, 97, 99, 101, 102, 103, 105, 107, 108, 109, 112, 113, 118, 122, 123, 124, 125, 127, 128, 133, 134, 145, 150, 153, 157, 158, 160, 162, 163, 164, 169, 172, 174, 175, 178, 179, 186, 189, 190, 193, 195, 198, 199, 200, 202, 205, 209, 210, 223, 225, 226, 254, 263, 268], "float": [1, 5, 6, 7, 8, 9, 11, 12, 13, 19, 23, 37, 38, 40, 41, 44, 48, 51, 52, 58, 59, 63, 64, 72, 73, 80, 89, 95, 101, 103, 104, 108, 109, 111, 118, 122, 123, 124, 126, 136, 138, 144, 145, 147, 148, 149, 156, 157, 158, 161, 162, 164, 165, 167, 179, 180, 182, 185, 186, 187, 190, 191, 192, 193, 194, 195, 198, 199, 201, 207, 209, 217, 219, 220, 224, 229, 231, 239, 245], "in_keys_inv": [1, 14], "befor": [1, 3, 5, 6, 8, 9, 10, 11, 12, 14, 16, 19, 20, 22, 23, 25, 32, 33, 42, 43, 44, 45, 47, 49, 51, 52, 55, 58, 59, 60, 68, 69, 73, 85, 95, 97, 98, 99, 101, 102, 103, 105, 107, 108, 109, 111, 112, 113, 115, 117, 119, 122, 124, 126, 127, 130, 134, 136, 137, 138, 140, 142, 145, 147, 150, 153, 154, 157, 158, 159, 160, 162, 163, 164, 166, 169, 170, 173, 174, 175, 177, 178, 179, 180, 183, 184, 186, 188, 190, 191, 193, 196, 198, 199, 201, 219, 225, 226, 228, 229, 232, 242, 254, 260], "concaten": [1, 14, 48, 49, 60, 79, 101, 102, 110, 115, 124, 128, 135, 161, 198], "cattensor": [1, 14], "leav": [1, 8, 17, 43, 49, 51, 53, 60, 61, 85, 113, 126, 153, 154, 159, 202, 205, 223], "constant": [1, 2, 6, 17, 20, 23, 25, 48, 58, 60, 82, 87, 99, 108, 113, 119, 137, 154, 160, 161, 170, 173, 175, 178, 186, 198, 202, 254], "envcreat": 1, "inittrack": [1, 137], "observationnorm": [1, 137, 160], "parallelenv": [1, 160], "rewardsc": [1, 137], "stepcount": [1, 137, 160], "make_transformed_env": 1, "scale": [1, 6, 12, 19, 51, 56, 61, 73, 97, 105, 112, 120, 121, 122, 123, 126, 136, 137, 147, 160, 161, 167, 178, 179, 180, 185, 186, 201, 231, 245], "base_env": [1, 160], "syntax": [1, 3, 23, 25, 48, 60, 84, 86, 99, 112, 121], "append_transform": [1, 14, 137], "loc": [1, 20, 83, 134, 137, 160, 166, 231], "reward_sc": 1, "observation_vector": 1, "renam": [1, 180, 183, 188, 198, 199], "facilit": [1, 11, 14, 49, 60, 97, 112, 121, 124, 137, 194], "downstream": [1, 6, 113, 172], "oper": [1, 4, 6, 13, 14, 15, 17, 18, 19, 20, 21, 25, 42, 43, 45, 47, 49, 51, 60, 61, 63, 64, 65, 67, 68, 76, 80, 82, 83, 85, 92, 97, 98, 99, 103, 105, 107, 109, 110, 111, 116, 118, 121, 123, 124, 125, 127, 131, 136, 137, 138, 139, 142, 143, 145, 146, 148, 150, 151, 155, 156, 159, 160, 162, 166, 169, 170, 172, 173, 174, 175, 177, 183, 184, 185, 186, 188, 189, 190, 191, 195, 197, 198, 199, 200, 202, 204, 205, 206, 207, 208, 221, 223, 229, 239, 247, 254], "vector": [1, 2, 4, 5, 6, 12, 14, 22, 23, 32, 49, 52, 60, 82, 97, 99, 101, 102, 103, 110, 115, 127, 128, 137, 138, 142, 145, 155, 156, 166, 178, 187, 200, 206, 209, 221, 258], "snippet": [1, 10, 21, 58, 59, 122, 123, 136, 145, 156, 165, 177, 186, 190, 198, 199, 209, 223, 229, 247, 254], "selected_kei": 1, "observation_spec": [1, 14, 160], "out_kei": [1, 14, 137, 160], "instanti": [1, 5, 6, 10, 14, 21, 22, 25, 51, 52, 65, 67, 78, 85, 97, 105, 111, 113, 118, 126, 156, 157, 161, 172, 176, 203], "stateless": [1, 14, 22, 139, 142], "standard_norm": [1, 137], "max_frames_per_traj": [1, 160], "marker": [1, 51, 128], "ornstein": 1, "uhlenbeck": 1, "ou": 1, "significantli": [1, 19, 102, 119, 120, 124, 130, 150, 173, 177, 185, 198, 200, 204, 229, 262], "speed": [1, 5, 6, 10, 14, 19, 48, 49, 61, 85, 97, 120, 121, 122, 124, 132, 137, 139, 145, 148, 159, 160, 162, 165, 173, 177, 185, 186, 187, 197, 204, 224, 229], "throughput": [1, 122, 178], "whether": [1, 6, 8, 10, 11, 14, 20, 22, 49, 52, 95, 97, 105, 108, 112, 126, 131, 136, 138, 144, 147, 153, 160, 162, 169, 170, 172, 180, 193, 263], "individu": [1, 5, 6, 12, 21, 25, 49, 78, 85, 110, 115, 124, 126, 130, 144, 150, 155, 157, 163, 166, 170, 180], "approach": [1, 4, 5, 6, 22, 23, 25, 56, 107, 112, 132, 140, 150, 154, 155, 160, 163, 166, 179, 184, 190, 193, 200, 205, 206, 209, 222, 224, 229], "num_work": [1, 24, 44, 51, 52, 87, 92, 94, 97, 117, 122, 123, 130, 158, 167, 169, 170, 177, 179, 248, 251], "leverag": [1, 6, 49, 73, 97, 107, 108, 112, 121, 122, 124, 134, 136, 146, 179, 187, 189, 197, 200, 223], "capabl": [1, 3, 11, 15, 17, 49, 60, 73, 124, 165, 169, 198, 200, 202, 212, 223], "pytorch": [1, 2, 7, 8, 9, 11, 14, 17, 18, 21, 23, 26, 27, 28, 29, 30, 32, 33, 34, 35, 37, 38, 39, 40, 42, 44, 45, 48, 49, 51, 52, 53, 55, 56, 58, 59, 60, 62, 66, 70, 73, 74, 75, 77, 78, 79, 80, 83, 84, 85, 87, 89, 90, 97, 98, 104, 106, 107, 112, 113, 114, 115, 118, 119, 120, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 137, 139, 140, 141, 142, 143, 144, 145, 146, 147, 149, 150, 151, 153, 155, 156, 157, 158, 160, 161, 162, 163, 164, 165, 166, 167, 168, 170, 171, 173, 174, 175, 176, 179, 182, 183, 184, 185, 187, 188, 190, 191, 192, 193, 194, 195, 202, 204, 205, 206, 208, 211, 212, 213, 214, 215, 216, 217, 219, 220, 222, 223, 229, 230, 231, 233, 235, 238, 245, 246, 247, 248, 251, 253, 254, 256, 257, 258, 260], "adopt": [1, 20, 24, 61, 153, 156, 163], "parallel_env_constructor": 1, "env_per_collector": 1, "transform_state_dict": 1, "make_t_env": 1, "init_stat": [1, 137, 160], "copy_": [1, 3, 40, 48, 109, 145, 162, 167, 238, 245], "env_creat": 1, "parallel_env": 1, "create_env_fn": 1, "create_env_kwarg": 1, "pin_memori": [1, 122, 123, 125, 130, 248], "limit": [1, 4, 6, 9, 10, 11, 14, 15, 17, 19, 49, 73, 119, 123, 124, 137, 138, 139, 147, 148, 150, 155, 166, 173, 174, 175, 178, 183, 185, 186, 188, 189, 195, 198, 202, 224, 229, 232, 263], "lazi": [1, 59], "cat_dim": [1, 137, 160], "reduce_dim": [1, 137, 160], "load_state_dict": [1, 9, 19, 20, 38, 39, 44, 49, 53, 60, 73, 87, 96, 97, 112, 117, 121, 134, 147, 158, 161, 172, 182, 183, 198, 199, 215, 222, 231, 236, 241, 242, 243, 244, 249], "frame": [1, 6, 107, 137, 147, 159, 160, 169], "count": [1, 6, 11, 19, 22, 42, 44, 49, 60, 61, 82, 99, 103, 136, 137, 149, 160, 161, 164, 166, 169, 172, 178, 183, 198, 199, 247], "frames_per_batch": [1, 137, 160], "total_fram": [1, 137, 160], "adjust": [1, 7, 14, 19, 43, 49, 52, 73, 115, 124, 126, 151, 162, 195, 264], "total": [1, 5, 7, 9, 11, 12, 13, 14, 16, 17, 20, 21, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 43, 44, 45, 47, 48, 49, 51, 52, 53, 55, 58, 59, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 83, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 112, 113, 114, 115, 116, 117, 118, 119, 122, 125, 126, 127, 128, 130, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 157, 159, 160, 161, 163, 165, 166, 167, 169, 172, 173, 175, 177, 179, 182, 183, 185, 186, 190, 191, 192, 193, 194, 196, 204, 206, 212, 220, 222, 225, 226, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 256, 257], "unchang": [1, 8, 83, 210], "seem": [1, 44, 52, 113, 125, 127, 137], "cheat": [1, 121, 166], "compar": [1, 5, 10, 15, 17, 19, 20, 23, 44, 58, 59, 61, 83, 97, 102, 108, 116, 117, 123, 124, 126, 127, 136, 138, 144, 145, 146, 148, 151, 153, 155, 157, 160, 162, 164, 166, 169, 172, 173, 174, 175, 177, 178, 182, 183, 185, 187, 190, 197, 198, 200, 201, 202, 221, 224, 229, 232], "dataset": [1, 6, 9, 17, 24, 33, 34, 35, 37, 38, 41, 42, 43, 44, 47, 49, 52, 53, 55, 57, 58, 59, 73, 75, 87, 90, 92, 94, 96, 97, 99, 116, 117, 118, 119, 120, 122, 123, 126, 127, 128, 130, 132, 136, 139, 149, 155, 158, 159, 163, 165, 166, 167, 169, 170, 172, 176, 182, 196, 200, 202, 221, 222, 234, 237, 251, 255], "10m": 1, "element": [1, 5, 6, 7, 9, 12, 17, 19, 40, 48, 49, 58, 59, 73, 76, 95, 99, 101, 102, 103, 116, 125, 136, 145, 151, 154, 160, 161, 172, 174, 175, 179, 182, 191, 192, 193, 194, 202, 224, 264, 265, 268], "anoth": [1, 4, 5, 7, 8, 11, 14, 20, 21, 23, 25, 43, 48, 49, 52, 59, 60, 63, 73, 80, 85, 98, 102, 108, 109, 112, 113, 115, 121, 128, 130, 131, 133, 136, 137, 142, 143, 154, 157, 160, 162, 163, 164, 165, 166, 173, 175, 177, 179, 180, 183, 185, 189, 196, 198, 201, 207, 214, 229, 254, 264, 265], "ratio": [1, 51, 82, 97, 115, 145, 160, 169, 179, 196], "interact": [1, 5, 6, 14, 49, 51, 60, 117, 126, 131, 147, 160, 163, 167, 170, 173, 174, 175, 198, 264], "nutshel": [1, 192], "cautiou": 1, "deal": [1, 5, 44, 49, 51, 52, 60, 97, 110, 112, 122, 146, 160], "lead": [1, 5, 6, 14, 49, 52, 61, 73, 79, 82, 87, 97, 115, 119, 131, 137, 139, 150, 158, 192, 206, 264], "bias": [1, 33, 43, 97, 112, 165], "comparison": [1, 9, 17, 21, 83, 95, 97, 98, 123, 138, 145, 146, 177, 182, 185, 190, 192, 194, 196, 202, 205, 223], "help": [1, 5, 8, 10, 15, 17, 18, 19, 22, 23, 32, 43, 49, 52, 58, 59, 60, 61, 68, 82, 87, 97, 98, 101, 102, 103, 112, 113, 120, 121, 122, 123, 126, 133, 134, 135, 137, 138, 139, 145, 146, 149, 151, 153, 156, 160, 162, 163, 164, 165, 166, 172, 177, 178, 185, 186, 191, 192, 193, 194, 198, 202, 206, 223, 224, 228, 257], "signal": [1, 13, 43, 134, 160, 162, 196], "magnitud": [1, 17, 42, 157, 202], "truncat": [1, 17, 109, 113, 145, 160, 161, 202], "A": [1, 5, 6, 7, 8, 11, 12, 14, 16, 17, 21, 22, 25, 42, 47, 48, 49, 51, 52, 53, 55, 57, 60, 63, 64, 67, 68, 69, 73, 78, 82, 83, 92, 97, 99, 101, 102, 103, 110, 112, 113, 115, 120, 121, 125, 126, 127, 128, 131, 132, 136, 139, 143, 144, 147, 150, 153, 154, 155, 160, 161, 162, 163, 165, 166, 167, 170, 172, 174, 175, 176, 177, 178, 194, 198, 202, 221, 223, 229, 232, 254, 265], "thousand": [1, 103, 120, 124, 127, 137, 166, 172], "500": [1, 6, 17, 24, 49, 52, 60, 75, 109, 115, 128, 146, 148, 161, 164, 167, 179, 232], "statist": [1, 44, 52, 87, 117, 121, 130, 143, 144, 157, 158, 160, 166, 169, 170, 172, 178, 183, 196, 198, 199, 222], "arbitrari": [1, 5, 8, 14, 64, 67, 78, 97, 102, 111, 122, 139, 147, 155, 170, 173, 176, 196], "random": [1, 6, 14, 16, 19, 20, 21, 25, 40, 43, 44, 45, 47, 48, 49, 51, 52, 60, 63, 64, 65, 71, 72, 73, 76, 78, 80, 92, 95, 101, 102, 105, 109, 110, 111, 116, 117, 122, 123, 126, 127, 128, 134, 135, 136, 138, 139, 147, 150, 151, 153, 154, 157, 158, 160, 161, 162, 164, 165, 166, 170, 173, 183, 186, 194, 198, 199, 210], "standard": [1, 5, 8, 20, 23, 25, 44, 48, 52, 60, 61, 73, 82, 87, 92, 97, 98, 99, 105, 107, 108, 113, 136, 140, 150, 159, 167, 173, 174, 175, 179, 185, 194, 210, 224, 259, 264], "deviat": [1, 73, 82, 92, 97, 140, 150], "purpos": [1, 5, 20, 21, 22, 57, 73, 78, 85, 115, 118, 123, 125, 126, 128, 136, 137, 143, 144, 145, 153, 159, 160, 163, 164, 169, 173, 183, 185, 191, 198], "summari": [1, 82, 103, 126, 137, 144, 160, 169, 174, 177, 198, 247], "over": [1, 4, 5, 6, 7, 10, 11, 14, 17, 18, 19, 20, 22, 23, 34, 44, 47, 48, 49, 50, 51, 52, 53, 60, 61, 73, 75, 78, 79, 87, 97, 98, 99, 101, 102, 103, 109, 113, 117, 121, 122, 123, 124, 127, 130, 133, 134, 136, 139, 143, 144, 145, 146, 147, 148, 151, 155, 157, 158, 160, 161, 162, 163, 164, 165, 166, 169, 170, 172, 173, 175, 177, 179, 183, 185, 186, 188, 195, 198, 199, 202, 206, 251, 254, 264], "get_env_stat": 1, "proof_env": 1, "init_env_step": 1, "state_dict": [1, 9, 19, 38, 39, 44, 49, 53, 55, 87, 96, 97, 117, 122, 123, 134, 138, 147, 157, 158, 161, 182, 183, 196, 198, 199, 215, 221, 229, 231, 234, 235, 236, 238, 241, 242, 244, 245, 249, 252], "close": [1, 4, 6, 9, 14, 17, 19, 23, 52, 61, 94, 97, 98, 115, 122, 126, 138, 150, 153, 170, 182, 186, 202, 246, 248, 254], "5000": [1, 2, 7, 118, 127, 128, 140, 214, 232], "earlier": [1, 4, 5, 6, 22, 23, 73, 98, 99, 102, 116, 123, 124, 137, 153, 160, 166, 174, 175, 178, 224], "compositespec": [1, 14], "turn": [1, 4, 5, 6, 7, 8, 9, 14, 15, 19, 20, 23, 25, 49, 98, 102, 103, 109, 113, 126, 128, 137, 146, 153, 154, 157, 162, 166, 182, 187, 191, 192, 200], "seen": [1, 7, 10, 11, 18, 19, 44, 47, 49, 51, 97, 102, 103, 109, 113, 116, 118, 137, 144, 155, 163, 173, 174, 175, 264, 265], "requir": [1, 2, 4, 5, 6, 8, 10, 12, 14, 15, 18, 19, 20, 22, 23, 24, 25, 43, 49, 50, 51, 52, 55, 60, 61, 75, 83, 85, 87, 103, 107, 108, 113, 115, 116, 119, 123, 124, 126, 128, 130, 131, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 146, 149, 150, 151, 153, 154, 155, 158, 159, 160, 162, 163, 164, 165, 166, 172, 173, 174, 175, 176, 177, 178, 179, 182, 183, 184, 185, 186, 187, 191, 192, 193, 195, 201, 203, 206, 209, 210, 212, 221, 223, 225, 233, 239, 258, 262], "recal": [1, 6, 23, 52, 60, 98, 103, 134, 138, 160, 170, 174, 175, 191, 192, 193], "wrap": [1, 5, 6, 7, 9, 10, 16, 22, 25, 45, 60, 63, 76, 79, 87, 98, 99, 101, 102, 103, 105, 109, 110, 111, 123, 125, 130, 134, 137, 143, 147, 158, 160, 163, 164, 172, 174, 175, 176, 182, 184, 195, 200, 212, 264, 267], "flow": [1, 4, 5, 14, 21, 23, 25, 43, 52, 60, 66, 85, 97, 110, 111, 113, 160, 161, 169, 173, 183, 184, 186, 198, 199, 200, 209, 254, 264], "handl": [1, 5, 8, 10, 23, 49, 52, 53, 61, 78, 85, 108, 113, 123, 126, 127, 138, 139, 140, 155, 157, 159, 160, 163, 164, 165, 166, 172, 173, 174, 175, 178, 183, 186, 190, 192, 194, 204, 206, 221], "specifi": [1, 4, 5, 6, 7, 8, 9, 11, 17, 19, 20, 22, 23, 24, 34, 39, 51, 52, 59, 76, 82, 87, 101, 110, 113, 116, 122, 123, 124, 126, 131, 135, 137, 138, 139, 142, 156, 157, 160, 163, 164, 169, 172, 174, 175, 180, 190, 191, 192, 193, 194, 197, 198, 199, 201, 202, 205, 206, 207, 209, 210, 223, 229, 243, 254, 262, 264], "scenario": [1, 4, 6, 14, 61, 105, 107, 108, 112, 117, 125, 161, 164, 200], "tensordictsequenti": [1, 137], "valueoper": [1, 160], "automat": [1, 2, 5, 6, 8, 10, 14, 15, 22, 25, 35, 40, 43, 45, 46, 47, 48, 53, 57, 61, 76, 80, 98, 114, 121, 122, 123, 124, 125, 126, 131, 138, 140, 143, 145, 148, 150, 160, 161, 164, 167, 169, 172, 177, 178, 183, 186, 210, 221, 233, 236, 254, 264], "state_valu": 1, "built": [1, 4, 5, 6, 7, 8, 22, 23, 47, 49, 59, 60, 61, 99, 108, 113, 115, 116, 121, 136, 137, 138, 160, 165, 170, 174, 175, 178, 179, 196, 205, 223, 232], "present": [1, 6, 8, 18, 22, 61, 82, 83, 97, 108, 135, 138, 144, 154, 156, 157, 158, 161, 162, 164, 172, 173, 176, 179, 194], "origin": [1, 5, 6, 7, 8, 12, 14, 17, 19, 23, 32, 49, 52, 58, 59, 60, 73, 87, 90, 97, 102, 105, 113, 115, 118, 119, 124, 125, 127, 128, 138, 143, 151, 154, 155, 157, 158, 161, 172, 173, 174, 175, 177, 178, 180, 182, 183, 184, 185, 187, 193, 198, 201, 202, 219, 221, 229, 254], "paper": [1, 5, 12, 16, 17, 52, 58, 59, 61, 73, 97, 113, 114, 118, 119, 124, 138, 160, 163, 165, 166, 167, 194, 202], "found": [1, 4, 5, 6, 10, 16, 22, 23, 25, 42, 49, 50, 60, 79, 97, 113, 115, 116, 118, 126, 128, 134, 135, 136, 137, 138, 143, 144, 148, 161, 163, 164, 165, 172, 174, 175, 182, 183, 184, 186, 194, 207, 221, 223, 264], "ddpgmlpactor": 1, "ddpgmlpqnet": 1, "materi": [1, 61, 123, 124, 146, 190, 203, 209], "achiev": [1, 3, 6, 14, 17, 19, 24, 32, 44, 49, 56, 82, 87, 97, 108, 119, 121, 125, 130, 136, 137, 138, 145, 150, 153, 154, 157, 158, 160, 161, 169, 177, 180, 183, 185, 186, 199, 200, 202, 204, 223], "practic": [1, 5, 6, 11, 20, 23, 37, 47, 49, 51, 52, 58, 59, 60, 61, 97, 99, 114, 117, 121, 124, 125, 126, 127, 132, 135, 137, 138, 145, 154, 157, 160, 174, 175, 176, 178, 190, 191, 194, 196, 233], "fake": [1, 6, 12, 17, 19, 25, 47, 52, 78, 153, 158, 194, 198, 199, 201, 202, 229], "spec": [1, 108, 126, 137, 160, 164, 180, 201, 232], "ornsteinuhlenbeckprocesswrapp": 1, "probabilisticactor": [1, 160], "tanhdelta": 1, "make_ddpg_actor": 1, "proof_environ": 1, "out_featur": [1, 33, 109, 123, 137, 180, 202], "action_spec": [1, 14, 137, 160], "shape": [1, 4, 12, 17, 23, 34, 38, 40, 42, 43, 47, 48, 49, 51, 52, 58, 59, 60, 63, 68, 76, 85, 90, 92, 95, 97, 98, 101, 103, 104, 109, 111, 118, 122, 124, 127, 128, 137, 138, 139, 142, 143, 146, 147, 148, 151, 153, 155, 157, 160, 169, 172, 179, 185, 186, 188, 193, 194, 196, 198, 202, 203, 210, 227, 232, 239, 240, 245], "actor_net": [1, 160], "action_dim": [1, 147], "distribution_class": [1, 160], "q_net": 1, "qnet": 1, "initi": [1, 6, 8, 11, 14, 16, 18, 19, 20, 21, 22, 23, 25, 37, 43, 49, 55, 60, 64, 71, 72, 73, 80, 97, 98, 99, 102, 103, 109, 111, 112, 117, 122, 123, 124, 127, 128, 130, 137, 139, 143, 145, 148, 149, 153, 157, 158, 159, 161, 162, 163, 164, 166, 167, 169, 174, 175, 176, 190, 193, 197, 199, 204, 207, 224, 232, 264], "reset": [1, 19, 117, 128, 137, 147, 160, 161, 162, 164, 166, 169, 173, 174, 175, 183, 187, 196, 198, 199, 222, 253, 257], "suggest": [1, 4, 12, 52, 86, 97, 128, 138, 145, 146, 147, 148, 151, 158, 169, 172, 174, 175, 176], "nois": [1, 6, 12, 52, 73, 149, 196], "reach": [1, 10, 17, 52, 60, 61, 97, 134, 136, 138, 147, 148, 150, 160, 164, 174, 175, 202], "minimum": [1, 49, 82, 160, 164, 174, 175, 178, 192], "annealing_fram": 1, "1_000_000": [1, 96, 137], "actor_model_explor": 1, "annealing_num_step": [1, 137], "share_memori": 1, "iter": [1, 3, 4, 6, 11, 12, 14, 16, 24, 34, 42, 43, 44, 47, 52, 53, 55, 60, 75, 85, 87, 92, 94, 96, 98, 103, 105, 112, 113, 116, 117, 118, 126, 127, 128, 132, 134, 135, 137, 143, 145, 150, 158, 160, 161, 162, 163, 164, 167, 169, 170, 173, 179, 182, 183, 195, 198, 199, 204, 212, 219, 224, 246], "tight": [1, 105, 107, 108], "per": [1, 5, 6, 8, 11, 19, 61, 87, 97, 103, 121, 122, 126, 127, 128, 130, 134, 136, 137, 138, 146, 148, 153, 157, 160, 164, 165, 166, 169, 170, 172, 176, 177, 178, 179, 186, 190, 195, 206, 219, 224, 232, 247], "sync": [1, 7, 10, 11, 16, 55, 121, 122, 123, 143, 147, 189, 195, 259], "natur": [1, 5, 6, 17, 18, 23, 24, 25, 45, 61, 73, 75, 97, 107, 116, 119, 126, 127, 136, 137, 138, 163, 172, 192, 194, 198, 201, 202, 264], "resourc": [1, 53, 58, 59, 61, 73, 87, 105, 119, 123, 134, 136, 153, 160, 169, 172, 177, 224, 237], "alloc": [1, 6, 18, 21, 22, 23, 48, 55, 59, 130, 136, 153, 169, 176, 177, 194, 203, 224, 260], "gpu": [1, 3, 4, 7, 12, 17, 18, 19, 20, 24, 33, 38, 40, 42, 43, 47, 48, 49, 50, 52, 53, 54, 56, 57, 60, 61, 64, 72, 73, 77, 80, 81, 82, 83, 88, 92, 96, 97, 99, 105, 111, 114, 117, 120, 121, 122, 123, 124, 125, 132, 133, 134, 135, 136, 137, 138, 139, 145, 148, 149, 150, 151, 153, 155, 158, 160, 161, 163, 164, 165, 172, 173, 176, 178, 179, 186, 187, 197, 202, 207, 208, 211, 215, 217, 224, 231, 232, 235, 241, 252, 254, 256, 259], "worker": [1, 6, 7, 11, 16, 51, 52, 61, 115, 120, 122, 123, 135, 136, 148, 160, 163, 164, 169, 213], "syncdatacollector": [1, 137, 160], "process": [1, 4, 5, 6, 11, 12, 14, 15, 16, 17, 18, 20, 22, 23, 24, 25, 42, 47, 49, 50, 51, 52, 56, 60, 61, 73, 82, 85, 97, 103, 105, 110, 112, 113, 114, 116, 118, 119, 120, 121, 122, 123, 125, 126, 127, 128, 132, 133, 136, 137, 138, 144, 145, 147, 148, 150, 155, 159, 161, 163, 164, 165, 166, 169, 172, 174, 175, 176, 177, 178, 183, 185, 186, 188, 189, 194, 196, 197, 202, 204, 205, 209, 214, 229, 263, 264], "offer": [1, 11, 14, 18, 42, 43, 53, 61, 99, 122, 124, 139, 142, 145, 146, 198], "multiasyncdatacollector": [1, 160], "rollout": [1, 137, 160], "asynchron": [1, 21, 61, 120, 121, 126, 135, 150, 156, 160, 164], "manner": [1, 5, 8, 14, 19, 61, 160, 172], "therebi": [1, 187, 190, 194], "decoupl": [1, 61, 154, 198], "factori": [1, 6, 101, 115, 191, 192, 233], "empti": [1, 5, 6, 8, 14, 19, 21, 23, 49, 80, 95, 108, 128, 130, 144, 145, 148, 154, 159, 166, 169, 172, 174, 175, 177, 186, 192, 194, 203, 207, 239, 247, 265], "maximum": [1, 11, 49, 60, 82, 102, 113, 126, 128, 137, 138, 145, 160, 165, 166, 174, 175, 186, 195, 196], "non": [1, 2, 3, 5, 8, 11, 14, 19, 22, 49, 51, 53, 54, 56, 60, 82, 85, 97, 98, 100, 103, 112, 113, 119, 122, 126, 130, 131, 135, 136, 137, 138, 140, 142, 146, 148, 151, 157, 158, 161, 162, 165, 166, 169, 173, 174, 177, 183, 185, 186, 190, 200, 203, 229, 254, 265, 267], "termin": [1, 14, 23, 53, 60, 87, 160, 161, 163, 164, 172, 189, 207, 226], "effect": [1, 5, 6, 8, 9, 11, 23, 55, 73, 82, 97, 103, 108, 124, 127, 128, 139, 153, 155, 157, 161, 165, 166, 172, 177, 178, 192, 200, 201, 206, 262], "regist": [1, 22, 43, 47, 78, 108, 109, 112, 121, 122, 124, 134, 142, 153, 154, 160, 174, 175, 178, 209, 221], "new": [1, 2, 4, 5, 6, 8, 9, 12, 13, 14, 22, 23, 24, 25, 31, 42, 43, 45, 48, 49, 50, 52, 55, 60, 62, 73, 75, 79, 80, 82, 85, 97, 99, 102, 103, 108, 109, 110, 112, 113, 117, 121, 122, 123, 125, 126, 127, 137, 138, 142, 143, 145, 147, 150, 153, 154, 155, 156, 157, 158, 160, 161, 162, 165, 166, 169, 172, 174, 175, 179, 180, 182, 187, 188, 189, 190, 194, 196, 197, 198, 199, 200, 201, 205, 206, 207, 209, 223, 224, 225, 226, 227, 264], "infer": [1, 3, 6, 8, 9, 10, 19, 20, 21, 22, 23, 42, 48, 49, 60, 61, 97, 101, 103, 105, 113, 121, 125, 126, 130, 140, 143, 145, 159, 160, 162, 172, 173, 178, 179, 186, 188, 189, 194, 195, 197, 198, 199, 200, 202, 204, 207, 210, 224, 225, 226, 229, 236, 242, 258], "around": [1, 5, 6, 11, 23, 24, 49, 55, 58, 59, 75, 97, 117, 128, 139, 145, 146, 151, 155, 158, 166, 169, 170, 174, 175, 183, 190, 191, 195, 198, 264, 267], "1m": [1, 137, 160], "10_000": [1, 97], "outer": [1, 6, 122, 146], "loop": [1, 3, 4, 5, 7, 8, 11, 16, 17, 19, 21, 25, 44, 47, 49, 51, 52, 59, 60, 65, 73, 75, 78, 85, 87, 97, 111, 118, 123, 126, 127, 138, 139, 145, 146, 147, 153, 155, 163, 164, 166, 170, 178, 184, 186, 202, 251], "equal": [1, 4, 10, 95, 97, 115, 116, 125, 138, 148, 157, 160, 161, 172, 174, 175, 177, 193], "length": [1, 7, 12, 14, 17, 20, 42, 45, 49, 52, 60, 102, 103, 105, 113, 115, 116, 124, 128, 137, 138, 147, 160, 165, 166, 176, 186, 192, 194, 197, 202, 206, 209, 252, 265], "sub": [1, 6, 20, 25, 49, 60, 109, 124, 129, 144, 150, 160, 164, 166, 169, 177, 178, 186, 247, 264], "traj_len": [1, 137], "200": [1, 6, 9, 90, 93, 137, 148, 164, 185, 195, 220], "init_random_fram": 1, "num_collector": 1, "explorationtyp": [1, 137, 160], "reset_at_each_it": 1, "split_traj": [1, 160], "exploration_typ": 1, "assess": 1, "mode": [1, 4, 7, 9, 12, 13, 16, 20, 37, 42, 43, 49, 51, 52, 55, 60, 73, 79, 82, 85, 86, 87, 97, 112, 115, 116, 117, 121, 122, 130, 131, 135, 137, 140, 143, 145, 147, 148, 151, 158, 162, 165, 166, 167, 170, 172, 173, 175, 178, 180, 185, 188, 189, 195, 196, 197, 199, 200, 201, 242], "dedic": [1, 10, 55, 60, 112, 135, 163, 164, 178, 200, 209, 224, 229, 265], "frequenc": [1, 7, 83, 126, 224], "trainer": [1, 16, 17, 24, 55, 126, 132, 149, 162, 163, 164, 202], "make_record": 1, "record_interv": 1, "load": [1, 5, 17, 18, 19, 20, 21, 23, 24, 34, 35, 38, 39, 42, 43, 47, 51, 52, 55, 73, 75, 87, 90, 96, 98, 104, 105, 110, 113, 116, 119, 121, 123, 125, 127, 140, 145, 148, 153, 160, 169, 170, 172, 175, 179, 182, 183, 185, 186, 187, 188, 195, 196, 202, 205, 207, 209, 214, 215, 221, 222, 223, 225, 226, 231, 232, 236, 241, 242, 243, 244, 247, 249, 250, 256, 258], "recorder_obj": 1, "record_fram": 1, "1000": [1, 2, 7, 9, 17, 19, 43, 52, 79, 89, 94, 96, 117, 119, 122, 123, 125, 127, 135, 137, 145, 150, 160, 161, 170, 173, 177, 178, 188, 200, 202, 204, 213, 214, 227, 232, 238, 247], "policy_explor": 1, "everi": [1, 2, 6, 8, 10, 12, 14, 15, 17, 18, 19, 24, 43, 44, 47, 49, 51, 52, 60, 61, 87, 103, 117, 124, 125, 127, 128, 130, 136, 137, 142, 147, 148, 151, 153, 154, 155, 157, 158, 160, 161, 162, 164, 166, 169, 170, 179, 194, 198, 199, 202, 209, 224, 233], "10": [1, 3, 4, 6, 7, 8, 11, 13, 14, 16, 17, 19, 20, 23, 25, 33, 34, 37, 38, 41, 42, 43, 44, 45, 47, 49, 51, 52, 53, 60, 73, 78, 79, 80, 83, 87, 89, 92, 93, 94, 95, 96, 103, 104, 105, 109, 112, 115, 117, 122, 123, 125, 126, 127, 129, 130, 134, 136, 137, 139, 140, 142, 143, 145, 147, 148, 149, 150, 151, 155, 157, 158, 159, 160, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 177, 179, 180, 185, 188, 190, 191, 192, 195, 196, 197, 198, 199, 202, 203, 204, 205, 207, 209, 210, 211, 212, 213, 216, 220, 222, 224, 227, 232, 234, 238, 239, 240, 241, 242, 243, 244, 246, 247, 249, 250, 251, 253, 268], "lazymemmapstorag": [1, 137, 147], "prioritizedsampl": 1, "randomsampl": [1, 19, 138, 166, 183, 186, 198, 199], "tensordictreplaybuff": [1, 137, 147], "flavor": [1, 5, 23, 107], "priorit": [1, 194], "error": [1, 4, 5, 6, 8, 10, 11, 12, 22, 37, 38, 43, 47, 49, 50, 52, 53, 58, 60, 61, 68, 78, 97, 101, 107, 108, 111, 122, 125, 131, 135, 140, 149, 153, 156, 160, 161, 173, 174, 175, 185, 190, 191, 196, 198, 205, 209, 221, 223, 258, 264], "higher": [1, 19, 44, 48, 53, 82, 97, 99, 122, 123, 127, 128, 131, 142, 146, 158, 159, 160, 161, 169, 170, 172, 183, 186, 196, 198, 200, 204, 206, 212, 224, 229, 262, 264], "likelihood": [1, 49, 99, 104, 127], "regular": [1, 4, 5, 6, 8, 10, 19, 23, 24, 97, 114, 127, 128, 135, 146, 154, 155, 165, 166, 167, 190, 192, 194, 200, 221], "circular": 1, "compos": [1, 5, 6, 10, 12, 17, 19, 21, 25, 44, 52, 58, 59, 73, 75, 79, 87, 90, 92, 94, 96, 97, 99, 108, 110, 113, 115, 117, 119, 121, 123, 130, 136, 137, 140, 142, 143, 147, 149, 151, 155, 158, 159, 160, 163, 165, 167, 169, 170, 172, 179, 183, 198, 199, 201, 205, 210, 214, 221, 222, 230, 251, 255], "pick": [1, 6, 19, 44, 98, 127, 161, 166], "physic": [1, 14, 103, 178], "memori": [1, 4, 5, 6, 8, 10, 16, 17, 18, 19, 21, 22, 23, 37, 48, 49, 51, 55, 61, 80, 87, 95, 97, 100, 105, 110, 112, 115, 118, 121, 122, 123, 124, 132, 136, 137, 145, 146, 147, 151, 157, 163, 165, 169, 172, 176, 179, 185, 189, 190, 193, 194, 195, 200, 202, 219, 221, 229, 231, 248, 260], "map": [1, 6, 7, 12, 13, 17, 49, 52, 58, 60, 75, 90, 97, 98, 102, 103, 104, 108, 110, 112, 113, 115, 116, 119, 127, 137, 139, 140, 144, 146, 153, 154, 155, 160, 161, 164, 172, 174, 175, 177, 179, 183, 198, 201, 202, 206, 210, 214], "arrai": [1, 6, 32, 43, 44, 47, 51, 58, 59, 85, 89, 95, 103, 109, 117, 127, 128, 140, 147, 158, 159, 161, 166, 167, 172, 193, 230], "desir": [1, 5, 8, 12, 14, 16, 49, 51, 52, 73, 82, 97, 110, 112, 116, 136, 143, 157, 169, 172, 185, 191, 203, 265], "hyperparamet": [1, 6, 14, 17, 52, 87, 112, 115, 121, 126, 190, 194], "randomcroptensordict": 1, "make_replay_buff": 1, "buffer_s": 1, "random_crop_len": 1, "prefetch": [1, 137, 178], "prb": 1, "sampler": [1, 6, 19, 34, 55, 110, 122, 123, 138, 160, 166, 167, 183, 186, 198, 199], "max_capac": 1, "alpha": [1, 5, 6, 15, 98, 108, 127, 128, 147, 150, 172, 179, 190, 194, 265], "7": [1, 3, 5, 6, 17, 18, 19, 22, 23, 34, 36, 51, 58, 59, 80, 85, 95, 96, 101, 109, 116, 117, 122, 123, 130, 135, 136, 147, 148, 150, 158, 159, 167, 172, 173, 174, 175, 176, 178, 179, 185, 189, 200, 203, 204, 205, 207, 208, 209, 211, 212, 216, 219, 220, 222, 223, 225, 226, 228, 229, 231, 248, 254, 257, 268], "beta": [1, 6, 20, 52, 105, 118, 121, 193, 217, 235, 252], "scratch_dir": 1, "buffer_scratch_dir": 1, "sample_dim": 1, "temporari": [1, 5, 117, 126, 178, 182], "disk": [1, 4, 23, 25, 105, 112, 137, 188, 189, 195, 209, 224], "tempfil": [1, 7, 87, 117, 125, 126, 134], "tmpdir": 1, "temporarydirectori": [1, 87, 117, 125], "along": [1, 4, 5, 6, 7, 8, 14, 17, 21, 23, 43, 48, 49, 53, 54, 55, 56, 60, 83, 97, 101, 102, 110, 116, 117, 119, 122, 123, 127, 128, 132, 133, 137, 153, 157, 161, 163, 170, 172, 176, 192, 202, 203], "dimens": [1, 5, 6, 7, 12, 14, 18, 20, 21, 44, 47, 48, 49, 60, 78, 79, 87, 92, 99, 101, 102, 103, 110, 115, 121, 124, 127, 130, 137, 139, 147, 148, 155, 157, 159, 160, 162, 174, 175, 176, 191, 194, 198, 199, 206, 224], "feed": [1, 6, 12, 19, 44, 47, 49, 60, 97, 100, 102, 105, 112, 124, 127, 128, 134, 135, 147, 161, 166, 170, 177, 196], "adapt": [1, 2, 14, 17, 24, 87, 105, 126, 202], "divid": [1, 7, 8, 9, 10, 11, 12, 14, 15, 19, 85, 97, 99, 127, 135, 136, 150, 154, 164, 177, 178, 182], "yield": [1, 6, 11, 12, 16, 17, 19, 21, 104, 112, 115, 116, 118, 124, 125, 162, 164, 185, 193, 202, 242], "regard": [1, 6, 11, 14, 23, 60, 112, 145, 146, 160, 169, 264], "25": [1, 7, 9, 22, 23, 73, 89, 90, 97, 109, 117, 123, 158, 163, 165, 172, 182, 185, 204, 232, 234, 239], "balanc": [1, 6, 18, 134, 169], "choic": [1, 4, 6, 8, 49, 87, 126, 128, 166], "heterogen": [1, 197], "figur": [1, 8, 12, 14, 22, 34, 49, 51, 52, 73, 82, 97, 117, 121, 124, 126, 127, 128, 137, 145, 150, 160, 161, 162, 166, 169, 170, 172, 177, 179, 183, 196, 198, 237, 265, 267], "dataflow": 1, "8": [1, 3, 5, 6, 7, 9, 13, 14, 16, 17, 19, 23, 34, 49, 52, 58, 59, 65, 73, 87, 90, 93, 101, 102, 109, 111, 115, 116, 118, 119, 122, 124, 127, 128, 130, 134, 135, 138, 143, 145, 147, 148, 150, 154, 158, 159, 165, 166, 167, 169, 172, 173, 174, 175, 177, 179, 185, 186, 188, 189, 190, 194, 200, 202, 207, 208, 209, 213, 215, 216, 217, 224, 225, 226, 229, 231, 235, 239, 248, 256, 259, 260, 264, 265, 268], "ceil_div": 1, "y": [1, 2, 5, 7, 17, 18, 20, 22, 23, 25, 32, 37, 38, 40, 41, 43, 47, 48, 51, 52, 63, 64, 65, 67, 68, 69, 71, 72, 73, 76, 82, 85, 89, 92, 93, 95, 96, 97, 98, 101, 102, 104, 110, 111, 113, 116, 122, 125, 138, 142, 145, 147, 148, 149, 156, 165, 169, 172, 173, 174, 175, 176, 186, 187, 192, 196, 206, 209, 213, 246, 247, 256, 257, 265], "known": [1, 4, 5, 12, 17, 42, 113, 124, 136, 138, 142, 144, 157, 161, 166, 186, 189, 201, 202], "utd": [1, 137], "update_to_data": 1, "64": [1, 5, 6, 14, 15, 17, 18, 19, 20, 23, 34, 37, 38, 43, 49, 52, 60, 73, 87, 95, 97, 102, 104, 115, 119, 122, 123, 124, 126, 130, 135, 137, 139, 146, 147, 155, 159, 160, 162, 163, 165, 167, 174, 175, 176, 179, 185, 202, 204, 206, 209, 220, 222, 232, 234, 239, 253], "reproduc": [1, 12, 25, 52, 73, 97, 138, 145, 160, 164, 173, 186], "realiz": [1, 17, 202], "sever": [1, 2, 3, 10, 11, 15, 16, 19, 22, 25, 45, 47, 52, 53, 54, 61, 73, 78, 97, 99, 113, 122, 127, 133, 136, 143, 147, 150, 153, 154, 156, 158, 160, 162, 163, 169, 170, 173, 174, 175, 177, 178, 192, 201, 209, 221, 224, 254], "ve": [1, 5, 6, 7, 8, 17, 21, 22, 25, 45, 47, 50, 76, 78, 113, 121, 125, 130, 137, 143, 144, 146, 153, 155, 161, 163, 170, 177, 185, 190, 192, 193, 202, 214], "_must_": 1, "99": [1, 63, 64, 67, 68, 69, 71, 72, 111, 160, 161, 164], "lmbda": [1, 160], "tau": [1, 161], "001": [1, 12, 14, 24, 44, 51, 89, 92, 94, 96, 97, 103, 112, 117, 134, 150, 161, 162, 166, 169, 170, 221, 231, 242, 243, 244, 250, 251, 255], "decai": [1, 117, 137, 158, 161, 217], "factor": [1, 18, 20, 117, 130, 158, 161, 162, 173, 184, 185], "off": [1, 7, 8, 9, 12, 16, 19, 21, 24, 34, 43, 49, 51, 52, 98, 112, 113, 117, 119, 123, 126, 127, 145, 153, 158, 160, 162, 163, 164, 172, 182, 188, 190], "dictat": [1, 14], "introduc": [1, 11, 15, 16, 17, 21, 22, 23, 24, 42, 54, 60, 75, 78, 79, 87, 97, 99, 109, 118, 119, 121, 122, 134, 145, 148, 150, 153, 162, 164, 165, 166, 172, 173, 174, 175, 176, 178, 182, 183, 186, 187, 189, 190, 192, 193, 196, 198, 200, 201, 202, 204, 205, 206, 210, 221, 223, 224], "outdat": 1, "trick": [1, 6, 10, 49, 131, 136, 146], "multi": [1, 5, 6, 14, 18, 47, 49, 52, 53, 54, 55, 56, 61, 77, 99, 113, 121, 122, 124, 132, 133, 134, 135, 137, 138, 150, 160, 162, 165, 169, 178, 179, 186, 194], "altern": [1, 6, 10, 23, 48, 49, 102, 113, 117, 123, 139, 144, 148, 156, 158, 160, 166, 169, 172, 173, 183, 185, 193, 200, 210], "hack": [1, 138, 186, 190], "find": [1, 2, 4, 5, 6, 8, 10, 17, 22, 23, 48, 52, 73, 82, 83, 85, 87, 98, 101, 121, 123, 127, 128, 136, 138, 142, 143, 145, 150, 154, 158, 161, 164, 166, 169, 174, 175, 184, 190, 191, 192, 193, 196, 198, 201, 202, 205, 209, 223, 224, 254], "despit": [1, 73, 134], "fact": [1, 3, 5, 6, 8, 12, 14, 19, 22, 23, 60, 73, 80, 97, 99, 103, 113, 125, 154, 160, 161, 170], "part": [1, 3, 5, 6, 7, 8, 9, 10, 13, 14, 15, 16, 20, 23, 42, 43, 45, 49, 52, 58, 59, 60, 73, 76, 87, 98, 100, 103, 113, 116, 118, 121, 122, 124, 125, 128, 131, 132, 135, 136, 137, 138, 140, 144, 145, 150, 153, 154, 160, 166, 174, 175, 182, 183, 184, 185, 187, 189, 190, 192, 197, 199, 205, 209, 210, 223, 224, 254, 262, 263, 264], "thank": [1, 9, 19, 49, 104, 115, 119, 126, 127, 128, 136, 138, 166, 177, 178, 186, 188, 189, 196, 205, 223], "hardupd": 1, "softupd": [1, 137], "appropri": [1, 6, 7, 8, 42, 49, 60, 126, 127, 134, 154, 158, 163, 170, 176, 183, 198, 199, 200, 221], "locat": [1, 6, 31, 48, 78, 80, 82, 103, 109, 113, 136, 158, 160, 166, 169, 174, 175, 177, 179, 189, 205, 223, 224, 239, 259], "target_net_updat": 1, "ep": [1, 13, 73, 118, 130, 137, 143, 164, 174, 175, 180, 190, 199, 201, 202, 219], "adam": [1, 6, 11, 13, 14, 47, 49, 52, 69, 96, 97, 99, 110, 111, 118, 136, 137, 147, 149, 153, 160, 161, 162, 164, 166, 173, 211, 212, 215, 260], "optimizer_actor": 1, "lr": [1, 7, 11, 14, 16, 19, 24, 37, 38, 43, 44, 47, 49, 52, 65, 67, 69, 87, 89, 92, 94, 96, 97, 98, 99, 102, 103, 104, 110, 111, 112, 115, 117, 118, 122, 123, 130, 134, 135, 136, 137, 145, 147, 149, 150, 158, 160, 161, 162, 163, 164, 166, 167, 169, 170, 179, 211, 215, 217, 221, 222, 231, 238, 242, 243, 244, 246, 250, 251, 255, 260], "1e": [1, 13, 17, 20, 37, 38, 43, 63, 65, 67, 68, 69, 71, 72, 87, 93, 98, 111, 118, 125, 126, 130, 139, 151, 155, 158, 160, 161, 162, 164, 180, 190, 202, 219, 238], "weight_decai": [1, 98, 112, 158, 179, 217], "optimizer_valu": 1, "total_collection_step": 1, "pretti": [1, 16, 21, 44, 109, 113, 126, 146, 164, 183, 206], "rewards_ev": 1, "collected_fram": 1, "pbar": [1, 14, 137, 160], "r0": [1, 122], "enumer": [1, 7, 17, 19, 37, 38, 44, 49, 51, 52, 75, 87, 92, 94, 96, 98, 103, 115, 117, 123, 124, 127, 130, 137, 158, 159, 160, 163, 166, 167, 169, 170, 194, 202, 221, 222, 251, 255], "update_policy_weights_": 1, "numel": [1, 7, 8, 78, 97, 125, 130, 137, 148, 151, 160, 162, 190, 247, 256], "extend": [1, 4, 5, 6, 8, 19, 24, 52, 58, 59, 61, 87, 105, 106, 107, 113, 121, 123, 128, 135, 137, 159, 160, 163, 164, 172, 176, 178, 180, 187, 200, 209, 221], "current_fram": 1, "_": [1, 5, 11, 12, 14, 15, 16, 19, 21, 33, 34, 35, 36, 37, 40, 44, 48, 49, 52, 60, 75, 80, 87, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 102, 104, 106, 111, 115, 117, 118, 129, 135, 136, 137, 138, 139, 140, 143, 145, 146, 148, 150, 151, 153, 158, 160, 161, 162, 164, 165, 166, 170, 173, 177, 178, 182, 183, 185, 186, 196, 198, 199, 200, 205, 208, 211, 212, 213, 214, 217, 220, 230, 231, 235, 238, 253, 260, 264], "rang": [1, 5, 6, 7, 9, 11, 12, 14, 16, 17, 18, 19, 21, 25, 34, 37, 38, 42, 44, 49, 51, 52, 53, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 78, 82, 85, 87, 89, 92, 94, 96, 97, 98, 99, 102, 103, 104, 105, 107, 108, 111, 113, 115, 116, 117, 118, 122, 123, 126, 127, 128, 130, 135, 136, 137, 138, 139, 143, 145, 147, 150, 153, 155, 158, 159, 160, 161, 162, 164, 165, 166, 167, 169, 170, 173, 174, 175, 177, 178, 179, 180, 182, 185, 186, 187, 194, 195, 196, 199, 202, 204, 210, 211, 212, 213, 216, 220, 222, 227, 231, 238, 239, 246, 251, 253, 260], "sampled_tensordict": 1, "backward": [1, 2, 3, 6, 7, 8, 11, 12, 13, 14, 15, 16, 19, 25, 32, 37, 38, 43, 44, 45, 47, 49, 52, 61, 63, 64, 65, 67, 68, 69, 73, 75, 76, 87, 89, 92, 94, 96, 97, 98, 99, 101, 102, 103, 104, 111, 115, 117, 118, 121, 123, 124, 125, 127, 128, 129, 132, 134, 135, 136, 137, 142, 146, 147, 150, 151, 155, 158, 160, 161, 162, 163, 164, 166, 167, 169, 170, 173, 174, 175, 192, 199, 211, 212, 213, 215, 221, 222, 231, 239, 246, 248, 251, 255, 260], "gn1": 1, "clip_grad_norm_": [1, 7, 14, 49, 115, 160], "zero_grad": [1, 3, 6, 7, 12, 14, 19, 37, 38, 44, 47, 49, 52, 65, 67, 68, 69, 73, 75, 87, 89, 92, 94, 96, 97, 98, 99, 102, 103, 104, 111, 115, 117, 118, 122, 123, 127, 128, 130, 134, 136, 137, 147, 150, 153, 158, 160, 161, 162, 164, 166, 167, 169, 170, 173, 199, 215, 221, 222, 231, 246, 251, 255], "gn2": 1, "gn": [1, 14], "prioriti": [1, 8, 183], "update_tensordict_prior": 1, "td_record": 1, "r_evalu": 1, "len": [1, 7, 9, 12, 14, 17, 19, 34, 37, 38, 45, 47, 49, 51, 52, 55, 60, 73, 75, 79, 87, 93, 94, 96, 97, 98, 99, 102, 103, 104, 105, 108, 115, 116, 117, 118, 122, 123, 125, 127, 128, 130, 136, 138, 143, 150, 158, 161, 162, 163, 166, 167, 170, 172, 176, 179, 182, 186, 201, 202, 210, 216, 217, 222], "rn": 1, "rs": [1, 166], "std": [1, 2, 4, 5, 6, 12, 15, 19, 22, 23, 51, 58, 59, 73, 90, 92, 95, 97, 117, 150, 156, 158, 159, 164, 167, 172, 183, 187, 188, 190, 198, 199, 205, 209, 221, 223, 230, 232, 258], "set_descript": [1, 14, 137, 160], "2f": [1, 7, 19, 97, 115, 119, 123, 127, 130, 157, 159, 162, 164, 177, 178, 183, 185, 198, 199, 204, 229, 232, 235, 253], "grad": [1, 2, 6, 12, 13, 16, 32, 43, 47, 63, 64, 68, 73, 76, 78, 89, 101, 104, 111, 123, 125, 127, 128, 129, 130, 131, 134, 136, 142, 146, 151, 153, 160, 162, 163, 164, 190, 206, 212, 217, 231, 251], "norm": [1, 2, 14, 17, 19, 52, 78, 89, 97, 110, 121, 124, 154, 157, 160, 172, 183, 196, 202], "shutdown": [1, 16, 135, 162, 163, 164, 213], "del": [1, 44, 130, 142, 153, 160, 185, 187, 238], "plot": [1, 6, 12, 14, 17, 51, 52, 73, 82, 89, 113, 117, 126, 137, 147, 150, 160, 161, 162, 167, 170, 172, 196, 237], "mention": [1, 5, 6, 10, 11, 15, 16, 52, 60, 73, 85, 95, 97, 98, 112, 123, 124, 136, 137, 161, 163, 169, 172, 186, 198], "greater": [1, 11, 49, 52, 125, 177, 189, 207], "matplotlib": [1, 6, 12, 14, 34, 44, 51, 52, 57, 73, 75, 89, 90, 92, 94, 96, 104, 117, 127, 128, 137, 147, 150, 158, 160, 161, 166, 167, 170, 172, 179, 196, 237], "pyplot": [1, 6, 12, 14, 34, 44, 51, 52, 73, 75, 89, 90, 92, 94, 96, 104, 117, 127, 128, 137, 147, 150, 158, 160, 161, 166, 167, 170, 172, 179, 196, 237], "plt": [1, 6, 12, 14, 34, 44, 51, 52, 73, 75, 89, 90, 92, 94, 96, 117, 127, 128, 137, 147, 150, 158, 160, 161, 166, 167, 170, 172, 179, 196, 237], "zip": [1, 6, 17, 18, 44, 49, 50, 52, 104, 105, 108, 112, 116, 128, 138, 139, 151, 155, 161, 162, 164, 170, 172, 179, 182, 186, 202, 209, 217, 224, 231], "label": [1, 6, 17, 34, 40, 43, 44, 51, 52, 58, 59, 73, 75, 78, 87, 90, 92, 94, 96, 97, 99, 103, 109, 110, 113, 115, 117, 119, 122, 124, 127, 134, 135, 138, 147, 150, 158, 159, 162, 166, 169, 170, 179, 186, 202, 209, 214, 222, 232, 235, 237, 251, 260, 264], "legend": [1, 52, 147, 264], "xlabel": [1, 14, 52, 73, 137, 161, 172], "ylabel": [1, 17, 52, 73, 161, 172], "tight_layout": [1, 51, 73, 150, 158], "concret": [1, 5, 6, 8, 11, 150, 160, 190, 201], "takeawai": [1, 114], "further": [1, 4, 5, 6, 8, 19, 21, 23, 47, 61, 73, 87, 97, 113, 116, 118, 124, 127, 143, 145, 150, 157, 160, 172, 173, 178, 185, 194, 196, 197, 198, 199, 200, 205, 221, 223, 229, 254], "dispatch": [1, 5, 15, 121, 156, 178, 209], "distpatch": 1, "iql": 1, "flexibl": [1, 2, 5, 6, 23, 24, 25, 49, 60, 85, 105, 112, 115, 121, 122, 132, 200, 241], "minut": [1, 7, 9, 12, 13, 14, 17, 20, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 43, 44, 45, 47, 48, 49, 51, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 110, 112, 113, 114, 115, 116, 117, 118, 119, 125, 126, 127, 128, 130, 137, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 157, 159, 160, 161, 165, 166, 167, 169, 170, 173, 175, 179, 182, 185, 190, 191, 192, 193, 194, 196, 204, 206, 212, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 256, 257], "000": [1, 7, 9, 12, 13, 14, 17, 19, 20, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 43, 44, 45, 47, 48, 49, 51, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 112, 113, 114, 115, 116, 117, 118, 119, 125, 126, 127, 128, 130, 137, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 157, 160, 161, 165, 166, 167, 169, 170, 172, 173, 175, 177, 179, 182, 185, 190, 191, 192, 193, 194, 196, 204, 206, 212, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 256, 257], "coding_ddpg": 1, "jupyt": [1, 7, 9, 12, 13, 14, 17, 20, 23, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 43, 44, 45, 47, 48, 49, 51, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 82, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 112, 113, 114, 115, 116, 117, 118, 119, 125, 126, 127, 128, 130, 137, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 157, 160, 161, 165, 166, 167, 169, 170, 172, 173, 175, 179, 182, 185, 190, 191, 192, 193, 194, 196, 204, 206, 212, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 256, 257], "notebook": [1, 7, 9, 12, 13, 14, 17, 18, 20, 23, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 43, 44, 45, 47, 48, 49, 50, 51, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 82, 83, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 107, 108, 109, 112, 113, 114, 115, 116, 117, 118, 119, 125, 126, 127, 128, 130, 137, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 157, 160, 161, 165, 166, 167, 169, 170, 172, 173, 175, 179, 182, 185, 190, 191, 192, 193, 194, 196, 204, 206, 212, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 256, 257, 259], "ipynb": [1, 7, 9, 12, 13, 14, 17, 20, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 43, 44, 45, 47, 48, 49, 51, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 112, 113, 114, 115, 116, 117, 118, 119, 125, 126, 127, 128, 130, 137, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 157, 160, 161, 165, 166, 167, 169, 173, 175, 179, 182, 185, 190, 191, 192, 193, 194, 196, 204, 206, 212, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 256, 257], "galleri": [1, 7, 9, 12, 13, 14, 17, 20, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 43, 44, 45, 47, 48, 49, 51, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 112, 113, 114, 115, 116, 117, 118, 119, 125, 126, 127, 128, 130, 137, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 157, 160, 161, 165, 166, 167, 169, 173, 175, 179, 182, 185, 190, 191, 192, 193, 194, 196, 204, 206, 212, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 256, 257], "sphinx": [1, 7, 9, 12, 13, 14, 17, 20, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 43, 44, 45, 47, 48, 49, 51, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 112, 113, 114, 115, 116, 117, 118, 119, 125, 126, 127, 128, 130, 137, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 157, 160, 161, 165, 166, 167, 169, 173, 175, 179, 182, 185, 190, 191, 192, 193, 194, 196, 204, 206, 212, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 256, 257, 262, 263, 264, 265, 269], "build": [2, 6, 7, 12, 14, 19, 20, 25, 35, 47, 49, 60, 61, 65, 68, 69, 75, 76, 78, 81, 87, 91, 95, 98, 103, 109, 111, 113, 114, 115, 118, 120, 121, 127, 128, 135, 136, 137, 138, 140, 142, 153, 155, 160, 161, 162, 163, 164, 175, 176, 182, 183, 186, 188, 189, 194, 195, 197, 198, 200, 206, 221, 224, 225, 226, 247, 263, 268], "highli": [2, 5, 6, 10, 18, 49, 60, 87, 166, 176, 178, 206], "dynam": [2, 4, 5, 6, 8, 12, 14, 15, 19, 20, 22, 23, 25, 43, 53, 61, 65, 97, 100, 107, 111, 112, 119, 121, 148, 157, 160, 180, 183, 184, 185, 197, 198, 199, 200, 209, 221, 223, 236], "explor": [2, 6, 8, 14, 21, 23, 45, 49, 73, 108, 121, 126, 131, 137, 145, 147, 153, 160, 165, 166], "note": [2, 4, 5, 6, 7, 8, 9, 12, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 43, 44, 45, 47, 49, 50, 52, 61, 73, 85, 99, 100, 101, 102, 103, 108, 109, 112, 113, 116, 117, 122, 123, 124, 125, 126, 130, 131, 133, 134, 135, 136, 138, 139, 142, 143, 145, 146, 148, 150, 153, 155, 156, 157, 158, 162, 163, 164, 169, 170, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 184, 186, 188, 189, 190, 191, 192, 193, 194, 198, 199, 200, 202, 203, 204, 205, 206, 223, 239, 254, 262, 264], "differenti": [2, 5, 6, 14, 18, 25, 35, 40, 46, 47, 57, 76, 121, 137, 155, 161, 167, 192], "requires_grad": [2, 6, 7, 8, 12, 13, 20, 32, 37, 43, 47, 63, 64, 68, 73, 76, 89, 95, 101, 104, 105, 108, 110, 111, 117, 125, 129, 130, 131, 142, 147, 148, 158, 179, 192, 202, 206, 238, 245, 251], "track": [2, 5, 7, 8, 9, 14, 43, 52, 63, 82, 99, 101, 110, 111, 117, 122, 127, 128, 133, 137, 143, 158, 164, 166, 169, 209], "auto": [2, 3, 5, 6, 8, 10, 12, 22, 55, 59, 122, 123, 145, 156, 187, 188, 189, 207, 209, 221, 232, 247, 264, 265], "cout": [2, 4, 6, 22, 23, 188, 258], "endl": [2, 6, 22, 23, 188, 209], "cpufloattyp": [2, 4, 6, 23, 209], "wa": [2, 3, 4, 5, 11, 17, 20, 22, 23, 25, 42, 44, 49, 51, 52, 58, 59, 60, 61, 73, 76, 79, 95, 97, 98, 99, 101, 108, 112, 113, 115, 116, 123, 124, 126, 134, 136, 147, 151, 153, 154, 155, 157, 159, 160, 161, 164, 165, 166, 170, 177, 178, 185, 189, 192, 193, 199, 202, 209, 224, 232, 264], "result": [2, 4, 5, 6, 7, 8, 9, 10, 12, 13, 14, 17, 19, 20, 21, 23, 24, 25, 43, 44, 51, 58, 59, 60, 63, 64, 65, 67, 68, 69, 71, 72, 76, 78, 82, 83, 87, 97, 101, 107, 108, 111, 112, 114, 116, 119, 122, 124, 125, 128, 134, 136, 137, 138, 142, 143, 144, 145, 146, 147, 148, 150, 151, 155, 156, 157, 158, 159, 161, 162, 163, 164, 165, 170, 172, 173, 174, 175, 176, 177, 178, 179, 180, 183, 185, 189, 191, 192, 193, 194, 196, 198, 199, 200, 201, 203, 204, 205, 206, 207, 209, 210, 219, 222, 223, 224, 229, 232, 234, 239, 242, 247, 254, 258, 262], "grad_fn": [2, 4, 25, 32, 43, 47, 76, 89, 101, 125, 131, 174, 186], "addbackward1": 2, "z": [2, 5, 7, 23, 32, 43, 49, 52, 60, 76, 80, 85, 89, 92, 95, 101, 148, 166, 175, 192, 204, 209, 257, 265], "27": [2, 7, 51, 145, 164, 177, 185, 229, 232], "mulbackward1": 2, "meanbackward0": 2, "requires_grad_": [2, 12, 32, 76, 101, 104, 146], "flag": [2, 5, 14, 23, 43, 73, 76, 101, 138, 151, 154, 166, 175, 177, 186, 197, 199, 205], "place": [2, 5, 6, 11, 12, 14, 18, 22, 23, 43, 45, 48, 49, 52, 76, 78, 85, 99, 101, 108, 113, 116, 118, 122, 126, 130, 134, 136, 139, 149, 150, 153, 155, 157, 158, 160, 161, 166, 172, 173, 176, 183, 190, 198, 199, 200, 206, 209, 254, 264, 265, 266], "randn": [2, 5, 6, 12, 13, 20, 23, 32, 45, 47, 52, 63, 65, 67, 71, 72, 76, 78, 80, 89, 97, 98, 99, 101, 102, 104, 105, 108, 110, 111, 125, 129, 134, 135, 139, 142, 143, 144, 145, 146, 150, 151, 155, 162, 164, 165, 173, 174, 175, 185, 187, 192, 194, 198, 199, 200, 206, 209, 213, 231, 232, 233, 235, 239, 240, 246, 253, 256, 260], "b": [2, 5, 6, 7, 12, 18, 21, 23, 32, 43, 47, 63, 64, 65, 67, 71, 72, 76, 80, 83, 89, 92, 93, 95, 98, 99, 102, 103, 104, 109, 110, 111, 125, 127, 128, 130, 143, 145, 146, 148, 150, 159, 161, 173, 175, 192, 194, 195, 204, 210, 232, 239, 247, 253, 265], "sumbackward0": 2, "backprop": [2, 43, 71, 72, 76, 98, 101, 111, 127, 147], "scalar": [2, 5, 14, 15, 23, 32, 43, 49, 52, 60, 63, 76, 101, 111, 170, 198, 207], "equival": [2, 4, 5, 11, 13, 17, 22, 23, 32, 43, 99, 138, 142, 155, 161, 163, 172, 174, 175, 186, 187, 190, 192, 194, 199, 200, 201, 202], "print": [2, 4, 5, 6, 7, 9, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 25, 32, 33, 34, 37, 38, 40, 42, 43, 44, 45, 47, 48, 49, 51, 52, 53, 58, 59, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 80, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 122, 123, 125, 127, 128, 130, 133, 134, 135, 136, 137, 138, 139, 140, 143, 144, 145, 146, 147, 148, 149, 151, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 170, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 185, 186, 189, 190, 191, 192, 193, 194, 195, 196, 198, 199, 202, 204, 207, 209, 210, 211, 212, 213, 215, 216, 219, 220, 221, 222, 224, 229, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 245, 247, 248, 250, 251, 253, 254, 256, 257, 258, 260, 264], "dx": [2, 64, 76, 99, 111, 131, 175], "got": [2, 15, 19, 55, 98, 99, 101, 113, 134, 147, 148, 156, 163, 189, 198, 201, 214, 264], "matrix": [2, 5, 6, 12, 17, 23, 32, 40, 43, 48, 82, 92, 98, 99, 101, 103, 109, 110, 124, 127, 128, 146, 151, 154, 165, 166, 167, 172, 174, 175, 177, 178, 193, 194, 200, 202, 206, 221, 222, 227], "explan": [2, 52, 61, 161, 170], "arriv": [2, 6, 15, 23, 42, 113, 122, 134, 162, 209], "valu": [2, 4, 5, 6, 7, 9, 12, 14, 18, 19, 20, 21, 22, 23, 25, 32, 33, 40, 41, 43, 47, 48, 49, 50, 55, 58, 59, 60, 61, 63, 68, 73, 80, 82, 85, 87, 92, 97, 98, 99, 101, 102, 103, 105, 108, 111, 113, 115, 124, 125, 126, 127, 130, 133, 134, 136, 138, 139, 140, 142, 144, 147, 150, 151, 155, 156, 157, 161, 162, 163, 164, 165, 166, 169, 172, 173, 174, 175, 176, 183, 184, 186, 188, 190, 191, 192, 193, 194, 196, 197, 198, 199, 201, 204, 205, 209, 210, 212, 217, 223, 262], "section": [2, 4, 5, 6, 7, 8, 11, 15, 18, 19, 21, 23, 43, 44, 47, 50, 51, 52, 73, 95, 97, 98, 99, 102, 103, 108, 113, 116, 118, 125, 130, 136, 140, 142, 145, 147, 151, 158, 161, 162, 164, 169, 172, 174, 177, 178, 179, 180, 183, 189, 191, 192, 201, 203, 212, 221, 262, 264, 265, 266, 268], "jacobian": [2, 43, 89, 121, 142, 206], "product": [2, 3, 4, 6, 12, 40, 42, 43, 48, 60, 61, 85, 99, 105, 113, 121, 122, 136, 140, 142, 166, 176, 177, 178, 186, 200, 201, 206, 210, 232, 252], "1021": 2, "4020": 2, "314": 2, "6695": 2, "613": 2, "4944": [2, 209], "0001": [2, 19, 49, 87, 89, 118, 145, 222], "kfloat": [2, 3, 59, 187, 189, 207], "102": 2, "4000": [2, 49, 60, 92, 247], "1024": [2, 5, 18, 21, 42, 82, 97, 130, 148, 165, 185, 200, 209, 211, 212, 232, 240], "0000": [2, 23, 174, 202, 209, 265], "stop": [2, 4, 5, 23, 51, 58, 59, 76, 78, 87, 98, 101, 110, 126, 128, 136, 148, 153, 160, 162, 166, 169], "histori": [2, 9, 47, 48, 101, 110, 113, 117, 128, 147, 157, 158, 166, 182], "nogradguard": [2, 258], "block": [2, 5, 6, 7, 8, 10, 12, 16, 17, 19, 22, 23, 47, 49, 75, 76, 82, 90, 101, 115, 116, 123, 124, 135, 136, 137, 145, 158, 162, 163, 164, 165, 169, 172, 185, 202, 208, 209, 268], "no_grad": [2, 7, 9, 12, 17, 19, 32, 37, 38, 42, 43, 44, 52, 58, 59, 63, 64, 68, 76, 87, 89, 92, 96, 97, 98, 99, 101, 102, 104, 110, 111, 115, 117, 122, 123, 127, 128, 130, 137, 138, 145, 147, 158, 159, 160, 161, 163, 166, 167, 170, 173, 175, 178, 179, 182, 183, 185, 186, 195, 198, 199, 200, 203, 217, 221, 248, 255, 258], "Or": [2, 21, 23, 153, 164, 180, 199, 207, 209, 264], "eq": [2, 19, 23, 49, 60, 95, 123, 130, 163, 167, 174, 183, 198, 199, 222, 239, 264], "bool": [2, 11, 14, 15, 17, 23, 95, 109, 118, 138, 144, 147, 156, 160, 161, 165, 172, 180, 186, 191, 193, 202, 209, 254, 262], "is_leaf": 2, "detach_": [2, 164], "register_hook": [2, 129], "retain_grad": 2, "doc": [2, 4, 6, 32, 33, 34, 37, 38, 40, 60, 69, 94, 104, 109, 111, 133, 136, 143, 144, 162, 164, 172, 175, 182, 194, 206, 231, 238, 262, 263, 264, 269], "calcul": [2, 12, 17, 43, 44, 49, 52, 56, 60, 73, 82, 85, 87, 97, 110, 127, 128, 138, 144, 147, 161, 162, 164, 165, 166, 172, 178, 183, 192, 194, 198, 201, 202], "penalti": [2, 154, 159], "h": [2, 4, 5, 6, 7, 8, 9, 10, 12, 22, 23, 25, 38, 49, 51, 96, 124, 130, 138, 145, 147, 148, 156, 179, 182, 186, 189, 209, 214, 221, 223, 226, 247, 258], "model": [2, 3, 5, 8, 11, 14, 16, 22, 23, 24, 33, 35, 37, 38, 39, 42, 43, 44, 47, 48, 52, 53, 54, 56, 61, 65, 67, 68, 69, 75, 78, 86, 87, 89, 90, 91, 93, 95, 96, 98, 99, 100, 101, 104, 106, 107, 108, 109, 110, 111, 116, 118, 119, 120, 121, 123, 126, 127, 128, 129, 130, 133, 136, 140, 142, 143, 145, 146, 149, 153, 154, 155, 159, 160, 161, 162, 163, 164, 165, 173, 174, 175, 177, 178, 184, 185, 187, 194, 197, 200, 201, 202, 205, 206, 208, 211, 214, 215, 216, 220, 222, 223, 228, 229, 230, 231, 235, 236, 239, 242, 243, 244, 246, 249, 250, 251, 252, 253, 255, 258, 259, 260], "linear": [2, 5, 6, 7, 9, 11, 16, 17, 19, 25, 37, 38, 43, 44, 45, 47, 48, 49, 60, 68, 69, 73, 78, 79, 87, 89, 92, 93, 94, 96, 97, 98, 100, 102, 103, 105, 109, 110, 111, 112, 115, 117, 118, 119, 123, 124, 125, 127, 128, 129, 130, 134, 135, 138, 139, 142, 145, 146, 147, 149, 150, 151, 154, 155, 157, 158, 161, 162, 163, 164, 165, 166, 167, 170, 173, 174, 175, 178, 180, 182, 183, 185, 186, 190, 194, 196, 198, 199, 200, 201, 202, 203, 204, 206, 208, 210, 211, 212, 213, 215, 216, 219, 220, 221, 222, 224, 227, 229, 231, 233, 234, 235, 238, 240, 241, 242, 243, 244, 245, 246, 249, 250, 251, 253, 254, 260], "loss": [2, 3, 5, 6, 7, 9, 11, 14, 16, 17, 19, 32, 38, 43, 48, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 78, 87, 89, 92, 94, 96, 99, 102, 103, 104, 111, 112, 115, 117, 118, 121, 122, 123, 125, 127, 129, 130, 135, 136, 147, 148, 149, 150, 153, 155, 158, 161, 163, 164, 166, 167, 169, 170, 173, 179, 182, 183, 189, 192, 198, 199, 202, 221, 222, 231, 242, 246, 251, 255], "target": [2, 3, 4, 6, 9, 12, 14, 16, 18, 19, 22, 23, 44, 47, 49, 55, 60, 73, 78, 90, 94, 97, 98, 99, 102, 103, 104, 113, 116, 118, 123, 127, 128, 130, 135, 136, 137, 139, 143, 145, 153, 155, 156, 159, 161, 162, 163, 164, 166, 167, 170, 172, 173, 174, 175, 179, 180, 182, 183, 189, 198, 199, 200, 201, 205, 207, 209, 221, 222, 223, 226, 230, 231, 255, 258], "mseloss": [2, 12, 37, 47, 65, 67, 68, 69, 78, 97, 110, 111, 134, 135, 150, 162, 215, 231, 246, 260], "grad_output": [2, 8, 10, 13, 64, 76, 78, 111], "ones_lik": [2, 32, 40, 48, 95, 143, 192], "create_graph": [2, 131], "gradient_penalti": 2, "dim": [2, 4, 5, 11, 14, 21, 33, 40, 41, 45, 48, 49, 60, 73, 90, 92, 93, 94, 96, 97, 99, 102, 103, 104, 110, 115, 118, 123, 127, 128, 130, 135, 145, 148, 149, 150, 155, 157, 159, 160, 162, 163, 164, 165, 166, 167, 170, 172, 174, 175, 191, 192, 193, 194, 204, 207, 220, 222, 234, 258], "combined_loss": 2, "1042": 2, "0638": 2, "0103": 2, "0723": 2, "2543": 2, "1222": 2, "0071": 2, "0814": 2, "1683": 2, "1052": 2, "0355": 2, "document": [2, 4, 5, 6, 20, 47, 52, 60, 61, 79, 82, 85, 87, 101, 112, 113, 117, 121, 134, 136, 137, 140, 142, 144, 145, 158, 163, 164, 165, 169, 172, 173, 174, 175, 177, 178, 179, 180, 192, 198, 200, 206, 207, 210, 219, 221, 229, 254, 262, 264, 265, 269], "link": [2, 4, 5, 6, 10, 12, 22, 23, 52, 58, 59, 82, 105, 108, 114, 116, 118, 136, 140, 142, 192, 205, 207, 209, 221, 262, 263, 268], "subclass": [2, 5, 6, 14, 17, 25, 64, 67, 79, 111, 121, 126, 137, 147, 157, 163, 170, 179, 192, 194, 202], "encod": [2, 7, 9, 14, 17, 42, 47, 48, 75, 76, 100, 104, 113, 118, 122, 126, 127, 128, 137, 154, 160, 164, 172, 179, 182, 185, 186, 196, 201, 202, 209, 231, 254], "method": [2, 4, 5, 6, 7, 8, 10, 11, 12, 14, 16, 17, 19, 21, 23, 25, 44, 47, 49, 51, 55, 58, 59, 60, 64, 65, 67, 73, 79, 83, 85, 90, 95, 97, 99, 101, 111, 112, 113, 115, 120, 121, 126, 131, 134, 137, 138, 140, 142, 143, 144, 145, 146, 147, 150, 154, 155, 156, 157, 158, 160, 161, 162, 163, 170, 172, 173, 174, 175, 177, 183, 184, 190, 198, 199, 201, 202, 204, 209, 210, 214, 224, 225, 226, 229, 264], "forward": [2, 3, 4, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 19, 20, 22, 23, 25, 33, 37, 38, 43, 44, 45, 47, 49, 52, 56, 58, 59, 60, 61, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 79, 85, 87, 89, 92, 93, 94, 95, 96, 97, 98, 99, 100, 102, 103, 104, 105, 108, 111, 112, 115, 117, 118, 121, 122, 123, 124, 125, 127, 128, 129, 130, 131, 132, 134, 135, 136, 139, 140, 143, 147, 149, 150, 151, 153, 154, 155, 157, 158, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 178, 180, 182, 183, 184, 186, 188, 189, 194, 195, 196, 198, 199, 200, 204, 205, 207, 209, 210, 212, 213, 214, 215, 216, 219, 220, 221, 222, 227, 229, 234, 235, 238, 239, 240, 241, 242, 243, 244, 249, 250, 251, 253, 254, 258], "detail": [2, 5, 6, 8, 10, 12, 15, 16, 20, 22, 23, 25, 43, 44, 45, 52, 53, 58, 59, 60, 61, 69, 73, 82, 83, 85, 111, 113, 116, 119, 123, 124, 126, 128, 130, 132, 134, 143, 145, 150, 151, 153, 158, 161, 164, 165, 169, 170, 173, 174, 175, 178, 180, 186, 189, 190, 191, 192, 193, 195, 199, 200, 206, 209, 212, 219, 221, 225, 226, 229, 232, 247, 254], "namespac": [2, 6, 8, 10, 22, 23, 108, 138, 156, 180, 186, 194, 209, 258], "inherit": [2, 11, 15, 22, 51, 60, 85, 99, 144, 147, 150, 160, 172, 179, 192, 194, 196, 200], "linearfunct": 2, "public": [2, 8, 10, 15, 156, 209, 265], "static": [2, 8, 10, 14, 21, 58, 59, 60, 107, 121, 138, 142, 143, 156, 174, 175, 182, 184, 185, 186, 197, 198, 199, 200, 201, 209, 248, 262], "option": [2, 5, 6, 8, 10, 11, 14, 23, 44, 46, 49, 51, 53, 60, 61, 82, 87, 97, 109, 120, 121, 126, 132, 135, 137, 139, 145, 148, 150, 157, 159, 172, 174, 175, 183, 184, 185, 186, 194, 195, 198, 199, 200, 201, 205, 210, 213, 217, 219, 228, 254, 264, 268], "autogradcontext": [2, 8, 10], "ctx": [2, 5, 8, 10, 13, 18, 64, 111, 130, 131, 142, 213], "save_for_backward": [2, 5, 13, 64, 111, 130, 131], "mm": [2, 5, 12, 59, 110, 138, 186, 187, 189, 195, 198, 207, 208, 223, 226], "expand_a": [2, 19, 183, 198, 199], "tensor_list": [2, 8, 10, 136], "get_saved_vari": 2, "grad_input": [2, 13, 78, 130, 131], "grad_weight": 2, "grad_bia": [2, 13], "Then": [2, 12, 15, 17, 20, 22, 24, 25, 44, 45, 52, 58, 59, 61, 73, 85, 98, 99, 102, 103, 114, 121, 123, 134, 135, 150, 153, 156, 157, 160, 161, 162, 164, 166, 169, 174, 175, 189, 196, 201, 202, 223, 225, 226, 229], "5314": 2, "2807": 2, "4864": 2, "7608": 2, "9101": [2, 174], "0073": 2, "mulconst": [2, 78], "object": [2, 4, 5, 6, 7, 9, 10, 11, 14, 19, 20, 22, 23, 43, 49, 51, 52, 60, 61, 64, 68, 69, 75, 95, 97, 101, 110, 111, 112, 116, 117, 118, 121, 125, 130, 136, 137, 142, 143, 144, 146, 155, 156, 160, 161, 162, 163, 164, 165, 169, 170, 172, 174, 175, 178, 182, 183, 194, 198, 199, 201, 217, 221, 222, 224, 226, 232, 247], "stash": [2, 64, 111], "saved_data": 2, "were": [2, 3, 5, 6, 9, 12, 17, 18, 23, 32, 52, 60, 83, 85, 97, 99, 101, 103, 113, 114, 126, 133, 134, 139, 148, 154, 160, 161, 163, 165, 166, 174, 175, 177, 190, 202, 205, 206], "todoubl": 2, "On": [2, 4, 5, 6, 8, 17, 19, 21, 22, 23, 115, 117, 122, 134, 136, 138, 148, 154, 157, 162, 163, 173, 178, 179, 202, 204, 209], "easiest": [2, 5, 9, 23, 121, 140, 146, 158, 160, 229], "tabl": [2, 16, 21, 89, 103, 109, 115, 121, 122, 136, 138, 144, 145, 163, 164, 165, 169, 174, 175, 176, 220, 239, 268], "set_data": 2, "output_nr": 2, "after": [2, 3, 5, 6, 7, 9, 10, 12, 14, 15, 17, 18, 19, 20, 21, 23, 24, 25, 32, 33, 34, 43, 45, 47, 49, 52, 53, 58, 59, 60, 61, 63, 64, 76, 79, 87, 97, 98, 99, 102, 103, 105, 110, 111, 112, 113, 115, 116, 122, 124, 127, 128, 130, 133, 134, 135, 136, 137, 138, 139, 143, 145, 147, 148, 150, 153, 154, 156, 157, 158, 159, 160, 161, 163, 164, 166, 167, 169, 170, 174, 175, 177, 179, 180, 182, 183, 184, 186, 188, 189, 196, 198, 199, 200, 201, 202, 203, 204, 205, 207, 209, 214, 224, 225, 226, 229, 232, 254, 260], "bug": [2, 5, 10, 23, 108, 145, 187], "report": [2, 10, 17, 23, 52, 73, 87, 98, 121, 138, 145, 162, 164, 165, 187, 202], "fix": [2, 14, 17, 20, 23, 24, 49, 50, 51, 52, 97, 108, 113, 125, 158, 162, 174, 175, 185, 202, 264], "soon": [2, 5, 52, 58, 59, 122, 148, 153, 199, 221], "overview": [2, 5, 6, 11, 53, 55, 61, 113, 119, 120, 121, 127, 128, 134, 135, 136, 143, 156, 160, 162, 163, 164, 166, 169, 190, 191, 193, 197, 228], "alwai": [2, 3, 4, 6, 9, 14, 16, 18, 19, 22, 23, 49, 52, 99, 102, 103, 108, 113, 124, 125, 130, 136, 137, 138, 140, 159, 160, 161, 162, 164, 174, 179, 186, 188, 189, 190, 196, 205, 223, 254, 264], "problem": [2, 4, 6, 11, 14, 15, 18, 22, 23, 49, 51, 52, 61, 98, 100, 103, 115, 117, 126, 137, 143, 145, 146, 150, 154, 158, 160, 162, 164, 169, 173, 177, 190, 192, 233, 264], "question": [2, 4, 5, 6, 8, 10, 17, 22, 23, 49, 75, 122, 136, 138, 144, 166, 184, 191, 201, 202, 232], "forum": [2, 4, 5, 6, 22, 23, 44, 79, 110, 143, 144, 184], "view": [3, 7, 9, 10, 11, 12, 14, 15, 16, 19, 25, 47, 49, 50, 52, 53, 55, 56, 61, 73, 78, 82, 92, 93, 94, 96, 98, 99, 101, 102, 103, 104, 105, 110, 112, 118, 123, 124, 126, 127, 132, 133, 134, 135, 136, 142, 143, 144, 145, 150, 151, 156, 157, 161, 162, 163, 164, 165, 166, 167, 170, 174, 175, 182, 183, 184, 194, 198, 199, 207, 212, 227, 241, 242, 243, 244, 246, 249, 250, 251, 262], "prerequisit": [3, 7, 53, 55, 56, 100, 108, 114, 124, 132, 133, 134, 135, 136, 137, 156, 162, 163, 164, 172, 198], "frontend": [3, 10, 84, 110, 121, 178, 187, 188, 194, 200, 221], "semant": [3, 6, 22, 49, 58, 59, 68, 95, 100, 102, 111, 136, 138, 192, 193, 194, 197, 206, 264], "11": [3, 5, 6, 7, 11, 17, 18, 23, 59, 61, 95, 104, 109, 122, 123, 142, 159, 164, 172, 173, 174, 175, 176, 195, 205, 209, 216, 220, 226, 228, 232, 239, 258, 264, 268], "nvidia": [3, 5, 17, 50, 95, 130, 136, 138, 148, 173, 202, 216, 231, 248, 252, 259], "toolkit": [3, 23, 100, 143, 147], "releas": [3, 4, 6, 10, 17, 20, 23, 24, 42, 50, 105, 108, 109, 112, 122, 123, 125, 140, 143, 153, 163, 165, 169, 200, 202, 205, 209, 221, 264], "greatli": [3, 6, 49, 161], "overhead": [3, 5, 6, 10, 17, 56, 82, 109, 122, 123, 124, 134, 146, 148, 150, 159, 162, 164, 165, 169, 173, 177, 178, 185, 187, 194, 200, 202], "increas": [3, 5, 6, 18, 19, 20, 24, 44, 73, 82, 83, 87, 97, 122, 123, 124, 126, 128, 132, 135, 143, 153, 159, 169, 183, 185, 194, 195, 198, 210], "mostli": [3, 10, 19, 85, 97, 116, 127, 164, 166, 180, 198, 199, 200], "deploy": [3, 4, 25, 42, 60, 97, 112, 126, 178, 187, 200, 205, 221, 228, 229, 254], "appear": [3, 11, 14, 22, 25, 103, 264], "heart": [3, 49, 113, 265], "veri": [3, 4, 5, 6, 8, 12, 14, 15, 18, 19, 21, 22, 23, 24, 25, 45, 47, 48, 49, 58, 59, 60, 61, 65, 73, 75, 76, 85, 99, 101, 113, 115, 117, 123, 124, 125, 127, 135, 136, 150, 153, 154, 158, 161, 162, 164, 165, 166, 167, 169, 170, 177, 179, 183, 190, 192, 196, 199, 206, 265, 266], "time": [3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 17, 19, 20, 21, 23, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 58, 59, 60, 61, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 83, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 111, 112, 113, 114, 115, 116, 117, 118, 119, 121, 122, 123, 125, 126, 127, 128, 130, 131, 134, 135, 136, 137, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 177, 178, 179, 182, 183, 185, 186, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 202, 204, 205, 206, 207, 212, 213, 220, 229, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 256, 257, 262, 264], "compil": [3, 4, 6, 8, 10, 17, 21, 22, 25, 60, 85, 98, 108, 121, 136, 144, 174, 175, 176, 185, 187, 194, 200, 205, 208, 221, 224, 252, 255, 258, 262], "boost": [3, 97, 99, 145, 146, 177, 185, 200, 208, 221, 222], "demonstr": [3, 7, 9, 14, 16, 17, 20, 21, 22, 25, 42, 43, 50, 57, 61, 75, 82, 85, 108, 113, 120, 121, 122, 123, 124, 125, 127, 130, 131, 134, 135, 138, 139, 142, 143, 144, 145, 151, 156, 160, 162, 163, 164, 165, 169, 172, 174, 175, 178, 180, 185, 186, 187, 188, 189, 192, 194, 196, 199, 202, 203, 204, 205, 212, 219, 223, 225, 226, 229, 254, 264, 265, 266], "mnist": [3, 6, 34, 44, 47, 73, 78, 92, 94, 96, 119, 120, 121, 123, 126, 130, 136, 139, 149, 155, 163, 167, 170, 222, 234], "libtorch": [3, 6, 22, 23, 188, 205, 207, 209, 221, 223, 226, 252, 258], "counterpart": [3, 17, 108, 135, 145, 196, 202, 221, 254], "depict": 3, "chunk": [3, 5, 7, 55, 136, 153, 165], "batch": [3, 5, 6, 9, 12, 16, 17, 19, 21, 34, 37, 38, 39, 42, 44, 45, 47, 49, 51, 52, 53, 55, 56, 60, 61, 73, 75, 78, 79, 82, 87, 90, 92, 94, 97, 102, 104, 110, 112, 113, 117, 118, 120, 121, 122, 123, 124, 125, 126, 127, 132, 135, 136, 137, 138, 139, 140, 147, 148, 149, 150, 151, 153, 155, 158, 159, 160, 161, 163, 164, 165, 167, 169, 170, 172, 173, 174, 175, 176, 178, 179, 182, 183, 185, 186, 192, 194, 197, 199, 202, 205, 206, 224, 232, 242, 243, 244], "data_load": [3, 6, 19, 179, 183, 198, 199, 200, 237], "nll_loss": [3, 73, 123, 130, 136, 149, 155, 163, 167, 222], "updat": [3, 6, 10, 11, 12, 13, 14, 16, 17, 19, 21, 23, 42, 43, 44, 49, 51, 52, 61, 63, 64, 65, 67, 68, 69, 71, 72, 75, 82, 97, 98, 99, 102, 103, 110, 111, 112, 117, 122, 123, 126, 130, 137, 138, 140, 148, 153, 160, 161, 163, 164, 169, 179, 183, 186, 190, 198, 199, 200, 201, 202, 205, 219, 222, 223, 229, 231], "captur": [3, 4, 6, 22, 23, 25, 52, 60, 107, 123, 142, 149, 159, 172, 173, 174, 175, 187, 195, 198, 199, 201], "But": [3, 6, 8, 10, 20, 42, 44, 45, 52, 73, 78, 101, 103, 116, 125, 148, 153, 154, 155, 161, 174, 175, 177, 179, 183, 186, 190, 193, 201, 206, 219, 224, 229, 254, 264], "slightli": [3, 5, 14, 23, 122, 136, 137, 159, 166, 174, 175, 193], "prealloc": [3, 14], "reus": [3, 10, 65, 78, 111, 131, 138, 142, 154, 161, 177, 178, 186, 188], "tensoropt": [3, 187], "floatcuda": 3, "dtype": [3, 7, 8, 9, 10, 13, 14, 15, 38, 40, 41, 48, 49, 51, 52, 60, 63, 64, 72, 78, 80, 85, 89, 92, 95, 98, 101, 102, 103, 109, 111, 115, 119, 127, 130, 131, 138, 142, 145, 147, 148, 151, 161, 165, 166, 167, 174, 175, 176, 179, 180, 186, 187, 190, 191, 192, 193, 194, 196, 198, 200, 201, 207, 210, 219, 221, 224, 229, 231, 235, 238, 245, 248, 254, 255], "longcuda": 3, "klong": 3, "zero": [3, 6, 7, 11, 16, 17, 19, 25, 32, 40, 41, 44, 47, 48, 49, 60, 63, 64, 65, 67, 68, 69, 73, 78, 87, 92, 95, 98, 99, 103, 104, 110, 111, 117, 118, 122, 123, 127, 128, 135, 136, 137, 142, 145, 150, 151, 154, 156, 157, 158, 161, 162, 164, 166, 170, 179, 182, 186, 190, 192, 193, 195, 201, 202, 210, 224, 236, 247, 248, 254, 257, 260], "ktrainbatchs": 3, "28": [3, 6, 7, 17, 33, 34, 37, 38, 47, 78, 93, 94, 104, 139, 149, 155, 170, 177, 202, 204, 205, 209, 222, 224, 232, 234, 247], "training_step": [3, 149], "void": [3, 5, 6, 15, 22, 23, 59, 145, 156, 187, 189, 209, 232, 239, 247], "cudagraph": 3, "cudastream": 3, "capturestream": 3, "getstreamfrompool": 3, "setcurrentcudastream": 3, "capture_begin": 3, "capture_end": 3, "warm": [3, 21, 70, 103, 109, 169, 173, 177, 178, 194, 204, 232], "side": [3, 20, 51, 52, 82, 103, 139, 148, 153, 155, 156, 161, 162, 167, 169, 189, 262], "prepar": [3, 11, 17, 19, 25, 44, 51, 52, 58, 59, 68, 69, 102, 103, 111, 112, 116, 135, 138, 139, 153, 156, 160, 162, 182, 186, 194, 196, 197, 200, 201, 202, 205, 210, 219, 223, 228, 229], "cach": [3, 64, 111, 138, 145, 169, 177, 178, 185, 186], "cubla": [3, 232], "cudnn": [3, 5, 78, 117, 130, 137, 148, 151, 231], "warmupstream": 3, "int": [3, 4, 5, 6, 9, 11, 14, 18, 19, 22, 23, 24, 51, 53, 55, 58, 59, 60, 75, 85, 87, 98, 109, 115, 118, 122, 123, 126, 136, 138, 145, 147, 149, 156, 157, 162, 163, 164, 165, 169, 173, 174, 175, 179, 182, 186, 189, 194, 207, 209, 210, 214, 216, 221, 224, 254, 258, 262], "num_warmup_it": 3, "success": [3, 6, 14, 23, 73, 101, 103, 126, 145, 166, 189, 205, 207], "replai": [3, 14, 25, 76, 147], "spin": [3, 60, 177], "ordinari": [3, 195], "epoch": [3, 6, 7, 9, 16, 19, 24, 37, 38, 44, 52, 53, 55, 75, 87, 92, 94, 96, 97, 98, 99, 102, 103, 104, 112, 115, 117, 118, 122, 123, 126, 130, 136, 148, 149, 153, 158, 160, 164, 166, 167, 170, 179, 199, 222, 231, 242, 246, 251], "59584": 3, "60000": [3, 136], "3921": 3, "2051": 3, "accuraci": [3, 9, 17, 19, 20, 24, 37, 38, 44, 92, 97, 104, 115, 119, 120, 121, 122, 123, 126, 130, 149, 151, 157, 158, 159, 163, 167, 170, 172, 178, 183, 186, 195, 196, 199, 200, 202, 219, 222, 228, 229], "938": [3, 6, 148], "1826": 3, "1273": 3, "960": 3, "1796": 3, "1012": [3, 148], "968": 3, "1603": 3, "0869": 3, "973": 3, "2315": 3, "0736": 3, "978": 3, "0511": [3, 186], "0704": 3, "977": [3, 148, 220], "0802": 3, "0654": 3, "979": 3, "0774": 3, "0604": 3, "980": [3, 177], "0669": 3, "0544": 3, "984": 3, "0219": 3, "0517": 3, "983": 3, "real": [3, 6, 14, 20, 32, 52, 54, 58, 97, 98, 99, 100, 103, 121, 123, 126, 127, 128, 136, 137, 150, 153, 156, 159, 161, 166, 173, 177, 192, 194, 198, 201, 219], "0m44": 3, "287": [3, 178, 264], "018": 3, "0m1": 3, "116": [3, 186], "produc": [3, 4, 5, 6, 11, 22, 23, 25, 60, 68, 97, 111, 113, 115, 126, 137, 139, 142, 144, 146, 148, 150, 160, 161, 166, 172, 174, 175, 180, 183, 184, 186, 198, 199, 200, 207, 264], "4092": 3, "2037": 3, "2039": 3, "1274": 3, "961": 3, "1779": 3, "1017": 3, "1559": 3, "0871": 3, "972": 3, "2240": 3, "0735": [3, 202], "0520": 3, "0710": 3, "0935": 3, "0666": [3, 23], "0744": 3, "0603": 3, "981": 3, "0762": 3, "0547": 3, "0207": 3, "0525": [3, 209], "0m6": 3, "952": [3, 145], "0m7": 3, "048": 3, "0m0": 3, "619": 3, "gain": [3, 5, 17, 82, 146, 155, 169, 177, 202], "six": [3, 160, 167, 264], "kind": [3, 5, 6, 19, 23, 44, 47, 49, 58, 59, 73, 98, 102, 112, 119, 121, 138, 174, 178, 198, 254], "larg": [3, 5, 6, 7, 12, 16, 17, 18, 23, 42, 49, 87, 97, 102, 103, 105, 117, 120, 121, 122, 123, 126, 130, 134, 136, 139, 140, 150, 151, 160, 161, 163, 164, 165, 172, 173, 177, 178, 179, 192, 200, 202, 203, 224, 262, 264], "improv": [3, 5, 6, 8, 10, 17, 19, 21, 24, 42, 49, 56, 97, 108, 120, 121, 122, 123, 124, 130, 143, 146, 148, 150, 154, 155, 158, 161, 165, 166, 172, 173, 177, 178, 185, 186, 195, 198, 201, 202, 205, 219, 221, 223, 265], "due": [3, 5, 6, 17, 18, 22, 52, 58, 60, 82, 85, 108, 122, 123, 124, 134, 153, 154, 158, 163, 173, 177, 183, 185, 192, 201, 202, 203, 212, 263, 264], "heavi": [3, 6, 49, 97, 101, 224], "impact": [3, 12, 17, 87, 97, 137, 162, 165, 185, 202, 210, 254], "smaller": [3, 9, 51, 79, 97, 103, 123, 124, 158, 160, 162, 172, 204, 209, 224], "nevertheless": [3, 5, 19, 23, 148, 160], "primari": [4, 5, 6, 15, 143, 176, 177, 178, 187, 194, 207], "program": [4, 5, 18, 21, 22, 23, 25, 60, 61, 98, 100, 101, 103, 121, 124, 127, 144, 163, 173, 174, 178, 198, 199, 200, 201], "languag": [4, 5, 6, 7, 21, 23, 24, 25, 44, 49, 58, 59, 60, 78, 79, 98, 100, 102, 116, 118, 119, 121, 124, 126, 127, 128, 138, 164, 166, 174, 175, 182, 187, 196, 247, 254, 256, 263, 264, 265], "suitabl": [4, 8, 132, 136, 140, 172, 200, 224], "prefer": [4, 6, 8, 53, 58, 146, 151, 156, 160, 177, 195, 254], "eas": [4, 5, 85, 122, 178, 221], "situat": [4, 15, 23, 25, 37, 130, 131, 134, 136, 179, 185, 196], "properti": [4, 5, 6, 11, 14, 21, 23, 25, 32, 40, 48, 101, 103, 126, 148, 154, 166, 174, 175, 177, 178, 191, 209, 221, 250, 258, 262], "unfavor": 4, "environ": [4, 5, 6, 7, 11, 17, 18, 22, 25, 42, 55, 61, 82, 85, 105, 112, 114, 115, 121, 122, 123, 124, 133, 134, 135, 136, 145, 149, 150, 156, 161, 162, 163, 164, 173, 174, 175, 176, 177, 205, 207, 209, 213, 215, 216, 223, 224, 232, 254, 260], "latter": [4, 5, 6, 60, 61, 126, 162, 199], "land": [4, 23, 113, 129, 147, 192, 221], "latenc": [4, 6, 17, 121, 124, 126, 133, 145, 159, 173, 177, 178, 188, 195, 202, 224], "strict": [4, 112, 172, 191, 221, 249], "bind": [4, 6, 10, 23, 121, 177, 178, 264], "java": [4, 58, 178, 205, 223, 224], "rust": 4, "paragraph": [4, 6, 23, 265, 268], "outlin": [4, 5, 6, 23, 228], "pure": [4, 5, 6, 10, 23, 47, 121, 127, 131, 139, 155, 179, 187, 200], "journei": [4, 6, 52, 138], "enabl": [4, 5, 6, 8, 11, 14, 15, 16, 18, 19, 23, 24, 42, 47, 55, 56, 58, 59, 60, 61, 75, 82, 97, 107, 112, 122, 123, 124, 126, 129, 130, 131, 134, 136, 138, 145, 148, 153, 157, 159, 160, 169, 170, 172, 176, 177, 178, 180, 184, 185, 190, 192, 194, 196, 197, 200, 205, 221, 225, 226, 229, 231, 241, 262], "vanilla": [4, 5, 6, 23, 49, 65, 99, 111, 127, 172, 190], "eager": [4, 10, 23, 60, 85, 86, 121, 129, 145, 148, 165, 173, 175, 182, 196, 198, 199, 200, 201, 211, 222], "discuss": [4, 5, 6, 8, 10, 15, 16, 23, 44, 73, 79, 101, 102, 116, 122, 123, 129, 135, 143, 144, 145, 150, 151, 173, 177, 178, 184, 190, 191, 192, 193, 208, 229], "littl": [4, 17, 25, 52, 61, 97, 99, 113, 137, 160, 162, 164, 165, 167, 169, 202], "effort": [4, 14, 49, 51, 52, 108, 183, 196, 197], "next": [4, 5, 6, 8, 9, 11, 12, 14, 15, 16, 17, 19, 20, 22, 23, 34, 42, 43, 49, 51, 53, 55, 56, 58, 59, 60, 75, 78, 80, 82, 85, 92, 94, 96, 97, 98, 99, 102, 103, 105, 112, 113, 115, 117, 121, 122, 123, 124, 125, 127, 128, 130, 131, 133, 137, 138, 139, 140, 144, 145, 147, 150, 151, 153, 155, 158, 161, 162, 163, 164, 166, 167, 169, 170, 178, 179, 182, 183, 185, 188, 189, 192, 193, 196, 198, 199, 200, 202, 204, 209, 221, 223, 224, 262, 264, 265], "mechan": [4, 5, 6, 11, 14, 15, 24, 32, 49, 56, 60, 131, 144, 154, 166, 167, 169, 175, 178, 200, 221], "evalu": [4, 6, 9, 12, 17, 19, 20, 24, 37, 73, 97, 105, 107, 112, 118, 146, 151, 160, 161, 163, 170, 173, 174, 175, 179, 182, 199, 202, 222, 242], "onc": [4, 5, 6, 8, 10, 11, 14, 16, 17, 20, 21, 22, 23, 25, 51, 52, 56, 60, 82, 97, 98, 102, 105, 113, 132, 137, 140, 148, 149, 153, 154, 157, 159, 160, 161, 163, 166, 169, 170, 178, 185, 186, 189, 194, 196, 202, 221, 224, 232], "record": [4, 6, 8, 19, 20, 23, 25, 43, 49, 60, 112, 121, 122, 123, 127, 130, 131, 144, 147, 153, 160, 161, 163, 164, 173, 175, 205, 254], "explicit": [4, 6, 21, 23, 60, 140, 148, 164, 191, 201, 210, 264], "pars": [4, 5, 23, 49, 51, 103, 116, 122, 123, 126, 210, 264], "subject": [4, 11, 14, 23, 42, 108, 113, 123, 142, 166, 174, 175, 188, 189, 194, 199, 205, 206, 207, 223], "constraint": [4, 6, 12, 17, 18, 60, 85, 98, 99, 121, 124, 126, 154, 160, 172, 198, 199, 201, 202, 254], "impos": [4, 224, 233], "guidanc": [4, 8, 177, 178, 196], "offici": [4, 82, 108, 113, 115, 136, 161, 173, 175, 182, 200, 219, 221, 254], "jit": [4, 6, 8, 15, 19, 21, 22, 25, 49, 58, 59, 60, 85, 112, 119, 138, 143, 148, 173, 178, 183, 186, 188, 189, 195, 198, 199, 204, 205, 207, 208, 209, 210, 217, 219, 221, 223, 224, 225, 226, 232, 239, 248, 253, 254, 256, 258], "scriptmodul": [4, 22, 23, 25, 85, 204, 223, 254, 258], "embed": [4, 7, 9, 16, 21, 23, 49, 60, 75, 79, 93, 98, 100, 102, 110, 112, 115, 118, 121, 122, 124, 138, 163, 164, 166, 170, 176, 182, 189, 194, 196, 242, 264], "resnet18": [4, 43, 90, 117, 148, 158, 159, 169, 172, 183, 196, 198, 199, 200, 230, 239, 258], "normal": [4, 6, 8, 11, 12, 19, 20, 21, 37, 39, 49, 51, 52, 58, 59, 60, 65, 73, 80, 85, 87, 90, 92, 94, 96, 97, 98, 99, 102, 103, 111, 112, 117, 119, 123, 127, 128, 130, 136, 137, 140, 147, 149, 154, 158, 159, 162, 163, 165, 166, 167, 169, 170, 172, 173, 178, 183, 185, 191, 198, 199, 205, 210, 214, 221, 222, 224, 225, 226, 229, 230, 242, 243, 244, 251, 254, 255, 264], "rand": [4, 5, 6, 14, 15, 17, 21, 23, 25, 33, 40, 43, 48, 85, 89, 92, 93, 95, 96, 109, 114, 130, 131, 145, 147, 153, 154, 165, 177, 178, 179, 180, 188, 196, 198, 199, 202, 204, 207, 211, 212, 215, 220, 221, 224, 225, 226, 227, 234, 240, 248, 254, 255, 258], "224": [4, 12, 19, 20, 51, 58, 59, 75, 90, 97, 117, 119, 140, 143, 144, 153, 158, 159, 167, 169, 172, 177, 178, 183, 188, 189, 195, 198, 199, 200, 205, 207, 214, 219, 221, 224, 225, 226, 230, 239, 248, 254, 255, 258], "traced_script_modul": [4, 224], "ident": [4, 6, 17, 55, 85, 124, 133, 143, 151, 158, 167, 170, 186, 193, 195, 202, 219], "2698": 4, "0381": 4, "4023": 4, "3010": 4, "0448": 4, "slicebackward": 4, "circumst": [4, 5], "emploi": [4, 97, 166, 169], "particular": [4, 5, 6, 8, 11, 23, 42, 44, 51, 60, 82, 83, 87, 103, 124, 126, 127, 136, 137, 139, 140, 151, 155, 163, 172, 174, 175, 179, 180, 190, 191, 193, 194, 224], "form": [4, 6, 9, 12, 15, 17, 23, 47, 49, 52, 60, 98, 105, 110, 113, 116, 121, 125, 128, 140, 145, 166, 172, 175, 185, 194, 202, 203, 214, 264], "accordingli": [4, 10, 12, 18, 22, 137, 150, 153, 162, 172, 189, 262], "sai": [4, 5, 6, 24, 43, 51, 99, 101, 103, 113, 115, 125, 139, 146, 150, 153, 157, 169, 185, 201, 223, 265], "mymodul": [4, 6, 109, 173, 174, 175, 203, 213], "__init__": [4, 5, 6, 7, 9, 11, 12, 13, 14, 16, 19, 20, 21, 22, 25, 33, 37, 38, 44, 45, 47, 49, 51, 52, 53, 60, 65, 67, 73, 78, 79, 85, 87, 89, 92, 93, 94, 96, 97, 98, 99, 102, 103, 104, 105, 109, 111, 112, 115, 118, 123, 125, 127, 128, 129, 130, 134, 135, 136, 139, 143, 144, 147, 149, 150, 151, 154, 155, 157, 161, 162, 163, 164, 165, 166, 167, 170, 172, 173, 174, 175, 178, 179, 180, 182, 183, 184, 194, 195, 196, 198, 199, 200, 203, 204, 210, 213, 215, 216, 217, 219, 220, 222, 224, 227, 229, 234, 235, 238, 240, 241, 242, 243, 244, 245, 249, 250, 251, 253, 254, 264], "n": [4, 5, 6, 7, 9, 12, 17, 19, 22, 23, 32, 33, 37, 38, 40, 43, 47, 48, 49, 51, 59, 60, 75, 82, 85, 89, 90, 93, 94, 95, 97, 104, 110, 113, 115, 118, 122, 123, 127, 130, 134, 136, 137, 138, 144, 146, 147, 148, 151, 154, 157, 161, 162, 163, 164, 166, 167, 170, 179, 183, 185, 186, 190, 191, 192, 193, 194, 198, 199, 201, 202, 206, 209, 214, 221, 231, 232, 237, 245, 248, 256, 258], "mv": [4, 110], "my_modul": 4, "20": [4, 6, 7, 9, 13, 16, 17, 19, 23, 33, 58, 59, 61, 78, 79, 82, 85, 87, 93, 95, 109, 123, 126, 128, 134, 136, 137, 143, 145, 147, 148, 150, 151, 153, 157, 162, 164, 167, 169, 174, 175, 178, 185, 188, 193, 196, 199, 202, 210, 222, 224, 232, 233, 235, 239, 247, 260, 268], "sm": [4, 169], "exclud": [4, 8, 43], "doesn": [4, 7, 8, 10, 12, 13, 17, 25, 58, 99, 101, 103, 113, 125, 144, 146, 148, 157, 172, 173, 177, 180, 184, 185, 190, 196, 199, 201, 202, 206, 209, 212, 229, 264], "yet": [4, 6, 10, 11, 18, 23, 50, 73, 102, 107, 108, 113, 136, 163, 166, 176, 180, 186, 194, 199, 200, 221, 225, 226], "could": [4, 5, 6, 8, 10, 11, 23, 52, 60, 87, 97, 98, 99, 101, 102, 103, 105, 109, 122, 123, 124, 125, 127, 128, 130, 136, 140, 148, 150, 153, 160, 161, 162, 163, 164, 166, 169, 170, 172, 177, 178, 179, 180, 190, 192, 198, 200, 201, 206, 221], "ignor": [4, 19, 49, 51, 97, 102, 103, 112, 143, 149, 156, 160, 172, 179, 180, 183, 188, 190, 191, 192, 193, 194, 198, 199, 219], "readi": [4, 6, 9, 10, 16, 22, 23, 42, 49, 58, 59, 60, 98, 99, 102, 103, 122, 135, 136, 151, 156, 160, 162, 163, 164, 176, 179, 188, 195, 198, 199, 200, 209, 214, 224, 225, 226, 229, 254], "hand": [4, 5, 6, 8, 14, 17, 18, 23, 61, 73, 98, 103, 128, 136, 140, 155, 173, 178, 191, 202], "shown": [4, 6, 8, 17, 19, 20, 21, 52, 58, 59, 113, 116, 124, 126, 138, 145, 147, 158, 161, 162, 164, 165, 169, 172, 173, 177, 178, 184, 189, 191, 192, 193, 196, 199, 201, 202, 221, 229, 254, 262, 264], "filenam": [4, 6, 49, 104, 109, 116, 127, 128, 172, 231], "traced_resnet_model": 4, "pt": [4, 6, 22, 23, 25, 53, 58, 59, 75, 112, 117, 119, 122, 123, 138, 189, 195, 205, 207, 209, 219, 221, 222, 223, 224, 225, 226, 229, 241, 242, 243, 244, 249, 258], "my_module_model": 4, "left": [4, 17, 32, 43, 47, 49, 51, 52, 64, 85, 89, 99, 103, 111, 112, 113, 136, 138, 147, 151, 160, 161, 163, 165, 169, 170, 201, 202, 262, 264], "realm": [4, 6], "cross": [4, 7, 8, 13, 20, 44, 52, 95, 118, 124, 126, 177, 264], "sphere": 4, "distribut": [4, 5, 6, 14, 15, 19, 24, 52, 54, 73, 75, 79, 80, 87, 97, 99, 103, 108, 113, 121, 122, 123, 124, 126, 132, 133, 138, 148, 150, 153, 156, 160, 162, 169, 177, 186, 194, 197, 203, 209, 213, 215, 216, 217, 224, 232, 252, 260], "encompass": 4, "share": [4, 5, 6, 10, 11, 18, 22, 23, 48, 55, 66, 78, 80, 87, 97, 101, 108, 110, 113, 121, 122, 125, 134, 136, 137, 147, 160, 162, 163, 164, 174, 175, 177, 196, 209, 221], "header": [4, 5, 6, 8, 22, 23, 144, 156, 189, 205, 209, 223, 226, 262, 264, 265], "cmake": [4, 6, 189, 207, 221, 258], "futur": [4, 7, 18, 21, 22, 42, 49, 58, 59, 109, 110, 118, 123, 135, 138, 142, 147, 153, 156, 158, 161, 162, 163, 164, 174, 175, 180, 182, 188, 189, 193, 198, 199, 200, 201, 205, 209, 223, 254], "begin": [4, 5, 6, 7, 11, 12, 17, 19, 22, 23, 25, 32, 43, 49, 50, 52, 55, 58, 59, 73, 85, 89, 102, 103, 108, 113, 115, 116, 122, 124, 138, 143, 153, 158, 161, 163, 169, 170, 192, 194, 202, 224, 229, 264], "iostream": [4, 5, 6, 22, 23, 221], "argc": [4, 22, 23, 221, 258], "const": [4, 5, 6, 8, 10, 15, 22, 23, 59, 145, 156, 187, 209, 221, 223, 232, 247, 258], "char": [4, 22, 23, 59, 145, 209, 221, 258], "cerr": [4, 22, 23, 221, 258], "app": [4, 23, 105, 119, 121, 140, 195, 205, 214, 221, 223, 228, 229, 254], "try": [4, 6, 12, 14, 15, 17, 19, 21, 22, 23, 25, 42, 44, 47, 48, 49, 52, 53, 58, 59, 60, 61, 73, 79, 97, 98, 99, 100, 101, 104, 105, 109, 116, 125, 126, 127, 128, 130, 137, 143, 145, 147, 148, 150, 151, 153, 156, 157, 160, 161, 165, 166, 169, 173, 174, 175, 177, 183, 185, 188, 191, 198, 202, 204, 209, 214, 221, 223, 258, 264, 265], "deseri": [4, 6, 23, 112, 183, 198, 199], "catch": [4, 8, 11, 22, 58, 209, 221, 223, 258], "c10": [4, 8, 10, 15, 22, 145, 156, 187, 189, 209, 221, 232, 247, 258], "ok": [4, 103, 162, 264], "relev": [4, 6, 14, 53, 98, 100, 103, 113, 114, 122, 124, 157, 172], "accept": [4, 5, 20, 67, 78, 87, 97, 102, 111, 115, 116, 124, 126, 142, 146, 151, 155, 160, 163, 169, 172, 180, 201, 203, 206, 254], "proce": [4, 11, 25, 97, 99, 145, 158, 166], "examin": [4, 11, 22, 25, 58, 59, 82, 97, 144], "moment": [4, 6, 11, 174, 180, 193, 207, 224], "cpp": [4, 5, 6, 8, 22, 23, 120, 121, 145, 188, 197, 200, 209, 221, 247, 258], "cmakelist": [4, 6, 22, 23, 209, 221, 258], "txt": [4, 5, 6, 9, 22, 23, 49, 75, 116, 127, 128, 138, 145, 159, 166, 186, 209, 221, 258], "cmake_minimum_requir": [4, 6, 22, 23, 209, 221, 258], "fatal_error": [4, 6, 22, 23, 209, 221, 258], "custom_op": [4, 108, 174, 175, 258], "find_packag": [4, 6, 22, 23, 221, 258], "add_execut": [4, 6, 22, 23, 221, 258], "target_link_librari": [4, 6, 22, 23, 209, 221, 258], "torch_librari": [4, 6, 8, 22, 23, 221, 258], "set_properti": [4, 6, 221, 258], "cxx_standard": [4, 6, 221, 258], "14": [4, 6, 22, 23, 24, 47, 73, 92, 123, 145, 172, 177, 209, 221, 222, 229, 232, 239, 268], "last": [4, 6, 11, 12, 14, 19, 23, 40, 43, 49, 52, 53, 59, 60, 73, 83, 85, 87, 99, 102, 105, 113, 117, 121, 124, 125, 127, 128, 136, 137, 143, 145, 149, 150, 153, 158, 160, 161, 162, 164, 165, 166, 170, 177, 179, 189, 190, 193, 194, 219, 221, 223, 229, 248, 254], "thing": [4, 5, 6, 8, 15, 21, 22, 23, 25, 43, 44, 47, 49, 58, 59, 85, 87, 97, 98, 99, 101, 102, 103, 113, 116, 124, 125, 126, 130, 131, 132, 133, 136, 137, 140, 144, 145, 148, 149, 154, 159, 160, 167, 178, 183, 185, 196, 198, 209, 264], "grab": [4, 6, 52, 159, 164], "latest": [4, 6, 10, 14, 20, 87, 107, 108, 112, 121, 138, 158, 159, 160, 163, 166, 167, 172, 173, 209, 259, 262], "stabl": [4, 20, 26, 27, 28, 29, 30, 32, 33, 34, 37, 38, 40, 94, 98, 113, 141, 159, 168, 169, 171, 182, 224, 231, 234, 252, 262], "page": [4, 6, 10, 22, 23, 50, 54, 61, 109, 127, 129, 140, 164, 169, 176, 200, 205, 209, 210, 218, 221, 223, 266, 268], "websit": [4, 6, 161], "unzip": [4, 6, 19, 50, 172, 179, 182, 183, 198, 199, 209], "archiv": [4, 5, 6, 25, 148, 259], "against": [4, 22, 23, 44, 60, 81, 105, 136, 148, 160, 221], "window": [4, 5, 6, 7, 20, 44, 51, 103, 105, 134, 163, 169, 179, 207, 264], "debug": [4, 6, 8, 19, 25, 58, 59, 60, 78, 98, 121, 125, 174, 175, 187, 196, 197, 232, 257], "abi": [4, 5, 6, 22, 23, 205, 207, 209, 221], "plan": [4, 6, 10, 18, 60, 112, 122, 124, 172, 176, 183, 188, 193, 199, 207, 209, 225], "correct": [4, 5, 6, 8, 10, 11, 12, 13, 19, 37, 38, 43, 44, 47, 49, 60, 64, 73, 85, 87, 92, 97, 98, 99, 102, 111, 122, 123, 125, 127, 130, 134, 137, 145, 148, 154, 157, 160, 162, 163, 166, 167, 169, 170, 183, 194, 198, 199, 222, 262], "laid": 4, "within": [4, 5, 7, 14, 18, 21, 23, 61, 85, 103, 105, 109, 110, 124, 131, 138, 143, 145, 154, 157, 161, 163, 172, 177, 178, 186, 187, 193, 194, 196, 200, 207, 209, 262, 264], "mkdir": [4, 6, 23, 104, 147, 169, 172, 182, 195, 209], "dcmake_prefix_path": [4, 6, 22, 23, 221, 258], "config": [4, 6, 10, 17, 20, 24, 87, 123, 126, 129, 138, 145, 159, 177, 178, 180, 185, 186, 187, 198, 200, 202, 221, 253, 256], "someth": [4, 5, 6, 11, 14, 19, 23, 25, 44, 87, 99, 101, 113, 116, 136, 145, 158, 159, 160, 166, 206, 264], "root": [4, 5, 6, 14, 22, 23, 34, 37, 38, 41, 43, 44, 51, 52, 87, 92, 97, 98, 110, 130, 137, 145, 163, 164, 167, 169, 179, 189, 205, 214, 221, 224, 237, 251, 254, 255, 262], "4b5a67132e81": 4, "identif": [4, 6, 22, 23, 221], "gnu": [4, 5, 6, 22, 23, 221, 248], "cxx": [4, 6, 22, 23, 205, 207, 209, 221], "check": [4, 5, 6, 7, 8, 13, 14, 15, 19, 20, 22, 23, 25, 42, 43, 44, 45, 49, 50, 52, 55, 58, 59, 60, 73, 75, 85, 97, 98, 101, 104, 105, 108, 109, 110, 115, 116, 122, 126, 134, 136, 137, 140, 142, 143, 145, 147, 148, 154, 155, 157, 159, 160, 163, 172, 173, 174, 175, 177, 179, 189, 193, 194, 199, 201, 207, 209, 221, 223, 224, 254], "usr": [4, 6, 18, 22, 23, 136, 195, 221], "cc": [4, 6, 22, 23, 43, 108, 118, 205, 207, 221], "detect": [4, 6, 11, 12, 18, 22, 23, 52, 75, 121, 140, 159, 169, 173, 221], "info": [4, 5, 6, 22, 23, 82, 118, 133, 136, 138, 147, 161, 172, 174, 175, 176, 186, 208, 221, 222, 229], "pthread": [4, 5, 6, 22, 23, 209, 221], "pthread_creat": [4, 6, 22, 23, 221], "thread": [4, 5, 6, 8, 9, 21, 22, 23, 52, 61, 109, 134, 135, 138, 150, 159, 162, 163, 164, 177, 178, 182, 183, 195, 221, 232, 247], "scan": [4, 6, 22, 23, 172], "50": [4, 6, 7, 12, 16, 17, 19, 21, 22, 23, 24, 49, 52, 53, 58, 78, 92, 137, 145, 148, 157, 161, 164, 167, 178, 179, 183, 186, 192, 198, 200, 202, 204, 220, 222, 224, 229, 231, 248], "cmakefil": [4, 6, 22, 23], "dir": [4, 6, 22, 23, 82, 126, 148, 149, 205, 209, 224, 247], "o": [4, 5, 6, 7, 17, 22, 23, 90, 97, 98, 108, 128, 138, 151, 153, 172, 202, 264], "100": [4, 6, 9, 14, 16, 17, 19, 21, 22, 23, 37, 38, 44, 45, 48, 49, 52, 63, 64, 67, 68, 69, 71, 72, 80, 89, 92, 93, 94, 97, 99, 111, 119, 123, 125, 127, 128, 129, 130, 134, 139, 144, 145, 146, 147, 148, 150, 155, 157, 159, 160, 161, 164, 166, 167, 170, 172, 173, 174, 175, 177, 178, 183, 188, 192, 196, 198, 199, 202, 216, 220, 222, 232, 235, 247, 259], "suppli": [4, 6, 101, 148, 159, 264], "binari": [4, 6, 20, 22, 23, 49, 52, 105, 136, 148, 157, 173, 179, 189, 191, 197, 200, 205, 209, 219, 221, 223, 224, 232], "incompat": [4, 174, 175, 198], "1d": [4, 68, 93, 111, 206], "4d": [4, 47, 78, 148, 201], "path_to_model": 4, "successfulli": [4, 6, 22, 50, 58, 59, 60, 105, 119, 126, 136, 145, 163, 192, 195, 207, 226, 228, 242, 258], "coupl": [4, 14, 49, 103, 122, 124, 131, 137, 139, 153, 170, 184, 204], "awai": [4, 5, 6, 23, 47, 60, 98, 99, 101, 113, 144, 150, 160, 161, 162, 193, 264], "ivalu": [4, 23, 58, 145, 156, 207, 209, 221, 224, 258], "push_back": [4, 22, 23, 221, 258], "totensor": [4, 12, 19, 20, 23, 34, 37, 38, 44, 51, 52, 58, 59, 73, 75, 87, 90, 92, 94, 96, 97, 116, 117, 119, 123, 130, 136, 140, 149, 158, 159, 163, 167, 169, 170, 172, 183, 188, 189, 198, 199, 205, 207, 214, 221, 222, 224, 230, 251, 255, 258], "slice": [4, 5, 48, 80, 102, 127, 151, 157, 194, 207], "eras": [4, 25], "org": [4, 6, 26, 27, 28, 29, 30, 32, 33, 34, 35, 37, 38, 40, 42, 45, 46, 49, 58, 59, 74, 77, 84, 91, 93, 94, 96, 100, 104, 106, 113, 120, 122, 127, 128, 129, 138, 141, 142, 143, 144, 153, 154, 158, 159, 166, 168, 169, 171, 173, 175, 182, 185, 188, 189, 191, 193, 195, 197, 204, 205, 206, 207, 208, 209, 214, 222, 223, 224, 225, 227, 231, 234, 235, 236, 237, 238, 258, 262, 264], "cppdoc": [4, 6], "pariti": 4, "manipul": [4, 60, 103, 144, 153, 183, 186], "five": [4, 9, 65, 95, 111, 113], "ideal": [4, 6, 14, 58, 59, 97, 150, 166, 178, 198], "variabl": [4, 5, 6, 7, 8, 12, 20, 22, 23, 42, 49, 60, 69, 76, 82, 87, 98, 99, 101, 111, 114, 127, 133, 136, 145, 162, 165, 174, 175, 177, 185, 192, 194, 206, 207, 209, 223, 254], "kcuda": [4, 6, 187], "live": [4, 6, 10, 15, 121, 125, 135, 163, 164, 193, 264], "hopefulli": [4, 6, 50, 51, 73, 85, 99, 112], "equip": [4, 5, 131, 137, 190], "concept": [4, 6, 11, 22, 55, 100, 101, 114, 121, 126, 147, 162, 165, 166, 187, 198, 200, 201], "Of": [4, 14, 23, 97, 101, 125, 134, 136, 170, 191, 193], "cours": [4, 6, 14, 17, 19, 23, 53, 97, 100, 101, 103, 104, 125, 134, 136, 170, 202], "did": [4, 6, 8, 19, 23, 25, 44, 52, 60, 68, 105, 111, 113, 136, 142, 154, 160, 163, 166, 177, 183, 264], "cover": [4, 5, 14, 15, 16, 18, 22, 25, 47, 58, 59, 100, 108, 113, 114, 119, 121, 122, 126, 136, 156, 160, 163, 164, 170, 173, 174, 175, 176, 192, 194, 198, 201, 221, 254], "insid": [4, 5, 6, 10, 16, 17, 18, 20, 22, 23, 45, 78, 108, 124, 169, 179, 196, 202, 206, 224, 264], "shortli": [4, 162], "html": [4, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 37, 38, 40, 45, 46, 52, 57, 74, 77, 84, 90, 91, 94, 100, 104, 106, 113, 114, 118, 120, 122, 138, 141, 143, 144, 158, 168, 171, 172, 175, 182, 188, 189, 191, 193, 204, 205, 231, 234, 235, 236, 238, 264], "peter": 5, "goldsborough": 5, "plethora": 5, "relat": [5, 11, 14, 52, 60, 101, 103, 113, 124, 145, 154, 174, 175, 183, 264], "algebra": [5, 14, 48, 99], "wrangl": 5, "novel": 5, "research": [5, 6, 17, 19, 23, 25, 49, 52, 60, 73, 75, 85, 99, 114, 115, 136, 138, 151, 155, 157, 172, 182, 202], "modul": [5, 7, 9, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 33, 37, 38, 39, 42, 44, 45, 47, 49, 52, 53, 55, 58, 59, 65, 66, 68, 73, 78, 79, 87, 89, 92, 94, 95, 96, 97, 98, 99, 102, 103, 105, 107, 108, 109, 110, 112, 115, 116, 117, 118, 121, 122, 123, 124, 125, 127, 128, 129, 130, 134, 136, 139, 143, 144, 145, 147, 148, 151, 153, 155, 156, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 170, 172, 173, 174, 175, 176, 177, 178, 180, 182, 183, 184, 185, 186, 187, 188, 189, 194, 195, 197, 198, 199, 200, 201, 202, 204, 207, 209, 210, 213, 215, 216, 220, 221, 222, 223, 224, 227, 228, 229, 232, 234, 235, 236, 239, 240, 241, 242, 243, 244, 249, 250, 251, 252, 253, 254, 258, 263, 264, 265], "power": [5, 6, 23, 43, 49, 57, 65, 73, 75, 87, 97, 99, 121, 123, 126, 136, 145, 147, 151, 156, 157, 159, 166, 172, 185, 188, 193, 195, 228, 264], "spare": [5, 6], "deriv": [5, 6, 10, 17, 23, 25, 43, 48, 76, 78, 99, 101, 102, 103, 110, 125, 130, 131, 142, 146, 196, 202], "express": [5, 13, 23, 95, 98, 107, 114, 124, 138, 174, 175, 192, 198, 199, 201, 210, 264], "better": [5, 6, 14, 17, 19, 21, 44, 52, 56, 61, 79, 97, 103, 109, 113, 115, 121, 126, 127, 128, 140, 145, 146, 147, 153, 155, 158, 160, 161, 166, 169, 170, 172, 174, 175, 177, 178, 183, 185, 190, 191, 196, 198, 199, 200, 201, 202, 224], "frequent": [5, 22, 23, 75, 82, 103, 123, 176, 177, 178, 192, 221], "expens": [5, 17, 97, 109, 164, 178, 185, 202], "plausibl": 5, "address": [5, 12, 18, 22, 24, 82, 136, 162, 163, 175, 177, 198, 265], "nativ": [5, 6, 8, 15, 23, 42, 55, 87, 107, 108, 119, 121, 122, 124, 137, 138, 164, 177, 178, 180, 185, 190, 193, 198, 221, 224, 239, 247], "intend": [5, 6, 8, 12, 23, 97, 123, 124, 130, 145, 148, 165, 173, 174, 175, 190, 198], "much": [5, 6, 8, 10, 12, 14, 17, 19, 23, 25, 52, 56, 73, 97, 98, 99, 103, 112, 119, 122, 125, 126, 143, 146, 147, 153, 159, 160, 163, 164, 166, 169, 170, 173, 177, 185, 190, 193, 201, 202, 219, 228, 229, 262, 264], "boilerpl": [5, 6, 19, 44, 99, 170, 190], "degre": [5, 64, 126, 166, 169, 193], "matter": [5, 135, 172, 190, 192], "organ": [5, 8, 14, 23, 51, 112, 127, 144, 150, 265], "tackl": [5, 109], "decid": [5, 6, 8, 10, 17, 18, 52, 87, 161, 176, 193, 197, 202], "contribut": [5, 52, 61, 65, 82, 111, 138, 148, 169, 177], "upstream": [5, 221], "rest": [5, 6, 14, 44, 117, 121, 137, 140, 144, 158, 160, 162, 163, 192, 199, 219, 264, 265], "chase": [5, 113], "someon": [5, 166], "fire": [5, 134], "dai": [5, 42, 103, 115, 116, 124], "head": [5, 7, 17, 21, 42, 75, 83, 109, 113, 124, 126, 134, 158, 165, 179, 194, 202], "straight": [5, 6, 23, 140, 166], "recurr": [5, 9, 44, 49, 60, 79, 81, 98, 102, 110, 121, 127, 128, 154, 166, 182, 196], "unit": [5, 6, 25, 49, 110, 122, 123, 146, 151, 157, 160, 161, 166, 172, 177, 178, 188], "superior": 5, "lstm": [5, 44, 49, 78, 79, 93, 100, 110, 119, 121, 127, 128, 164, 182, 184, 196, 229, 235, 252], "lack": [5, 15, 82, 190], "forget": [5, 6, 112, 158, 173, 189], "gate": [5, 49], "exponenti": [5, 49, 99, 101, 154, 161, 185], "elu": [5, 110], "never": [5, 7, 98, 99, 100, 103, 115, 125, 157, 167], "lltm": 5, "long": [5, 6, 7, 9, 10, 20, 23, 49, 50, 60, 78, 80, 82, 87, 98, 99, 100, 101, 103, 113, 118, 122, 125, 127, 128, 137, 138, 144, 145, 150, 154, 161, 164, 166, 169, 179, 186, 187, 196, 198, 209, 224, 232, 239, 247, 264, 265], "term": [5, 6, 15, 52, 73, 99, 100, 101, 109, 122, 124, 151, 157, 160, 175, 185, 193, 198, 199, 200, 201, 203, 264, 265], "signific": [5, 6, 9, 19, 42, 52, 58, 59, 82, 122, 130, 138, 144, 145, 146, 148, 153, 160, 165, 169, 173, 178, 204, 224, 264], "lstmcell": 5, "cell": [5, 21, 23, 25, 50, 60, 75, 80, 109, 160, 161, 165, 172, 185, 265], "plain": [5, 6, 23, 49, 127, 128, 166, 179], "input_featur": 5, "state_s": 5, "candid": [5, 145], "reset_paramet": [5, 130], "stdv": 5, "math": [5, 7, 10, 49, 63, 64, 65, 67, 68, 69, 71, 72, 85, 89, 95, 101, 104, 110, 111, 118, 127, 128, 130, 151, 159, 161, 165, 166, 268], "sqrt": [5, 7, 85, 104, 118, 130, 190, 203], "uniform_": [5, 6, 7, 9, 115, 164, 182, 196, 203], "old_h": 5, "old_cel": 5, "cat": [5, 7, 9, 20, 21, 40, 44, 48, 49, 60, 78, 90, 92, 98, 101, 102, 110, 115, 118, 128, 135, 140, 145, 150, 161, 164, 166, 170, 179, 182, 201, 230, 251], "gate_weight": 5, "split": [5, 7, 8, 9, 18, 19, 20, 21, 45, 49, 52, 60, 79, 85, 87, 98, 99, 102, 103, 113, 118, 121, 127, 128, 134, 135, 138, 143, 150, 160, 163, 164, 166, 179, 182, 183, 186, 194, 198, 199, 247], "input_g": 5, "sigmoid": [5, 6, 52, 93, 110, 180, 201, 248, 253], "output_g": 5, "tanh": [5, 6, 14, 25, 49, 52, 60, 93, 99, 110, 127, 146, 160, 166, 248], "candidate_cel": 5, "new_cel": 5, "hidden": [5, 7, 9, 21, 49, 60, 78, 97, 98, 102, 124, 126, 127, 128, 137, 143, 149, 164, 165, 166, 182, 196, 198, 235, 262], "new_h": [5, 25, 51], "rnn": [5, 9, 21, 25, 45, 49, 60, 61, 78, 79, 93, 110, 118, 121, 135, 137, 154, 163, 166, 182, 196, 200, 248], "new_c": 5, "intel": [5, 121, 136, 145, 148, 200, 207, 222, 252], "mkl": [5, 145, 239], "nnpack": 5, "why": [5, 6, 8, 11, 14, 25, 44, 52, 85, 97, 99, 103, 112, 114, 131, 134, 145, 153, 166, 173, 174, 175, 191, 193, 264], "room": [5, 97, 150, 264], "obviou": [5, 113], "knowledg": [5, 49, 52, 73, 99, 100, 114, 121, 145, 147, 264], "execut": [5, 6, 7, 8, 11, 15, 16, 20, 21, 22, 23, 25, 42, 43, 45, 50, 60, 61, 76, 78, 82, 98, 108, 120, 121, 125, 126, 129, 135, 136, 137, 144, 145, 148, 150, 156, 160, 161, 163, 164, 165, 173, 174, 175, 177, 178, 183, 184, 186, 187, 188, 195, 204, 205, 207, 209, 224, 225, 226, 231, 254], "kernel": [5, 6, 8, 13, 17, 18, 23, 47, 83, 108, 110, 121, 139, 145, 148, 150, 154, 155, 157, 165, 166, 169, 173, 177, 178, 185, 187, 200, 202], "involv": [5, 8, 9, 15, 16, 17, 19, 23, 25, 50, 60, 85, 98, 101, 105, 112, 120, 125, 127, 133, 140, 147, 153, 164, 166, 174, 175, 183, 185, 194, 202], "launch": [5, 6, 21, 53, 61, 115, 126, 133, 134, 150, 162, 163, 164, 165, 169, 177, 207, 227], "amount": [5, 19, 25, 73, 82, 112, 124, 134, 157, 173, 185, 224], "becom": [5, 6, 11, 21, 24, 52, 61, 73, 75, 78, 85, 97, 124, 131, 146, 148, 169, 170, 177, 187, 194, 198, 254], "furthermor": [5, 19, 97, 139, 146, 170, 177, 187, 201, 225, 226], "interpret": [5, 6, 23, 25, 40, 56, 82, 85, 103, 121, 127, 128, 138, 166, 173, 174, 175, 187, 197, 230, 236, 252, 264], "slow": [5, 6, 8, 42, 123, 149, 177, 229], "down": [5, 8, 10, 11, 16, 19, 42, 50, 82, 87, 99, 104, 123, 137, 145, 146, 147, 163, 167, 170, 177, 190, 262], "therefor": [5, 6, 9, 15, 19, 49, 51, 60, 97, 108, 112, 113, 115, 120, 134, 135, 148, 151, 156, 157, 163, 164, 174, 175, 177, 192, 193, 201, 207, 224, 264], "rewrit": [5, 21, 45, 60, 107, 130, 154, 174, 175, 201, 206, 207, 254], "fuse": [5, 17, 19, 121, 145, 158, 159, 177, 178, 180, 182, 183, 185, 195, 199, 202, 207, 228, 248, 254], "group": [5, 7, 11, 16, 18, 19, 24, 49, 61, 83, 109, 113, 120, 121, 122, 123, 128, 130, 132, 134, 135, 136, 145, 169, 176, 179, 264, 265], "profit": 5, "fewer": [5, 11, 130, 146], "visibl": [5, 22, 23, 44, 87, 172, 183], "aten": [5, 8, 10, 15, 23, 42, 109, 145, 169, 174, 175, 178, 183, 186, 187, 189, 198, 199, 200, 220, 221, 227, 239, 245, 247], "translat": [5, 23, 25, 49, 60, 105, 107, 116, 118, 151, 166, 188, 192, 254], "benefit": [5, 6, 9, 17, 18, 42, 43, 85, 87, 119, 122, 142, 148, 153, 158, 165, 177, 185, 198, 202, 221], "massiv": [5, 25, 44, 101, 103, 221], "parallel": [5, 6, 11, 16, 18, 44, 46, 49, 51, 52, 55, 73, 79, 87, 112, 121, 126, 132, 136, 138, 145, 151, 160, 162, 163, 164, 176, 177, 231, 241, 248, 260], "ahead": [5, 22, 153, 170, 174, 175, 180, 189], "cpp_extens": [5, 10, 23, 156, 209, 232], "setup": [5, 6, 7, 10, 16, 19, 22, 42, 52, 53, 55, 122, 123, 126, 134, 149, 150, 153, 156, 159, 164, 185, 189, 192, 193, 205, 206, 207, 215, 232, 247], "lltm_cpp": 5, "ext_modul": [5, 10, 23, 156], "cppextens": [5, 10, 23, 156], "cmdclass": [5, 10, 23, 156], "build_ext": [5, 10, 23, 156], "buildextens": [5, 10, 23, 156], "conveni": [5, 8, 14, 22, 23, 44, 47, 49, 101, 125, 127, 128, 139, 146, 156, 160, 191, 193, 221, 254], "wrapper": [5, 6, 8, 16, 55, 112, 122, 123, 131, 137, 147, 160, 172, 197, 200, 241], "include_dir": [5, 10, 156], "include_path": 5, "manag": [5, 22, 43, 49, 61, 108, 109, 113, 120, 124, 132, 133, 134, 150, 154, 165, 169, 178, 233], "And": [5, 6, 10, 22, 23, 24, 25, 52, 101, 103, 105, 113, 131, 145, 146, 148, 151, 159, 169, 170, 173, 174, 175, 177, 178, 196, 200, 201, 214], "overal": [5, 19, 42, 49, 122, 123, 136, 150, 161, 172, 198, 201, 229], "d_sigmoid": 5, "bit": [5, 12, 15, 23, 25, 51, 68, 95, 109, 113, 117, 137, 149, 159, 160, 161, 166, 185, 190, 198, 200, 208, 229], "pybind11": [5, 8, 22, 23, 156, 232], "datatyp": [5, 23, 40, 48, 109, 221], "Its": [5, 97, 99, 194, 264], "inspect": [5, 23, 78, 97, 108, 122, 126, 144, 165, 167, 173, 174, 175, 183, 186], "notic": [5, 8, 14, 21, 22, 23, 25, 32, 42, 43, 44, 52, 60, 73, 85, 97, 99, 112, 131, 136, 145, 147, 150, 154, 155, 158, 160, 169, 173, 174, 175, 177, 178, 189, 190, 192, 196], "dispos": 5, "nvcc": 5, "workaround": [5, 7, 23, 79, 85, 131, 142], "logic": [5, 6, 11, 17, 23, 85, 98, 123, 126, 133, 135, 157, 163, 164, 172, 178, 184, 202, 203], "sigmoidalphablendforwardcuda": 5, "port": [5, 16, 136, 163], "entir": [5, 6, 14, 16, 18, 19, 25, 47, 49, 53, 60, 78, 97, 99, 102, 117, 121, 122, 123, 127, 129, 130, 135, 143, 150, 153, 155, 157, 158, 160, 164, 166, 177, 183, 190, 191, 192, 195, 198, 199, 209, 264], "lltm_forward": 5, "addmm": [5, 6, 109, 145, 174, 189, 198, 207, 208, 220, 239], "transpos": [5, 6, 7, 12, 40, 44, 48, 49, 51, 52, 60, 90, 92, 94, 96, 110, 117, 118, 130, 145, 147, 154, 158, 161, 165, 167, 170, 174, 175, 194, 207, 230], "respect": [5, 16, 32, 34, 43, 49, 51, 52, 63, 64, 68, 69, 71, 72, 99, 101, 111, 114, 115, 124, 125, 135, 137, 142, 144, 145, 146, 155, 160, 164, 166, 169, 174, 175, 177, 178, 199, 250], "ultim": [5, 19, 49, 52, 60, 85, 190], "plop": [5, 23], "autograd": [5, 12, 13, 15, 16, 21, 25, 32, 40, 42, 46, 47, 57, 59, 61, 62, 68, 69, 77, 78, 81, 91, 93, 98, 100, 101, 104, 109, 110, 119, 121, 127, 128, 130, 131, 134, 135, 145, 146, 151, 155, 161, 162, 163, 166, 178, 192, 201, 206, 209, 213, 217, 227, 231, 248, 256], "nice": [5, 12, 49, 80, 144, 153, 155, 160], "dig": [5, 99, 103, 165], "deeper": [5, 11, 12, 95, 97, 99, 144, 145, 165, 178, 212], "interest": [5, 6, 10, 14, 17, 20, 23, 25, 44, 49, 51, 58, 59, 78, 87, 97, 99, 105, 107, 108, 113, 117, 122, 126, 146, 153, 154, 158, 160, 167, 174, 175, 177, 179, 202, 206, 264], "alex": 5, "grave": 5, "thesi": 5, "d_tanh": 5, "relu": [5, 6, 12, 19, 20, 23, 25, 37, 38, 44, 47, 52, 73, 78, 87, 89, 92, 93, 94, 96, 97, 99, 103, 104, 105, 110, 112, 123, 134, 135, 139, 145, 147, 149, 150, 151, 155, 157, 158, 159, 161, 162, 163, 164, 166, 167, 170, 173, 174, 175, 178, 182, 183, 201, 204, 206, 215, 216, 219, 220, 221, 222, 224, 231, 234, 240, 241, 242, 243, 244, 248, 249, 250, 251, 253, 254], "exp": [5, 7, 9, 65, 89, 98, 99, 104, 111, 118, 125, 131, 142, 161, 192], "d_elu": 5, "mask": [5, 17, 58, 75, 90, 109, 118, 121, 137, 154, 157, 161, 165, 172, 179, 185, 190, 191, 193, 194, 197, 202, 221, 256], "type_a": [5, 118], "lltm_backward": 5, "grad_h": 5, "grad_cel": 5, "d_output_g": 5, "d_tanh_new_cel": 5, "d_new_cel": 5, "d_old_cel": 5, "d_candidate_cel": 5, "d_input_g": 5, "d_gate": 5, "d_weight": 5, "d_bia": 5, "keepdim": [5, 13, 19, 73, 123, 130, 163, 167, 183, 198, 199, 222], "d_x": [5, 52], "d_old_h": 5, "d_input": 5, "span": [5, 17, 75, 98, 134, 150, 169, 202, 265], "four": [5, 7, 14, 18, 22, 61, 67, 85, 94, 95, 108, 111, 115, 119, 122, 135, 136, 150, 170, 224, 229, 264, 265], "pybind11_modul": [5, 156], "torch_extension_nam": [5, 156], "macro": [5, 6, 8, 15, 23], "maintain": [5, 10, 14, 22, 43, 49, 61, 73, 97, 102, 108, 121, 132, 136, 147, 161, 164, 177, 178, 195], "mismatch": [5, 61, 97], "nasti": 5, "hard": [5, 6, 8, 15, 21, 99, 126, 157], "At": [5, 6, 8, 14, 15, 17, 20, 23, 43, 47, 49, 50, 85, 87, 102, 116, 122, 123, 124, 137, 142, 147, 158, 160, 161, 162, 165, 166, 169, 190, 193, 198, 202, 207, 224, 263], "point": [5, 6, 8, 10, 11, 14, 17, 18, 19, 20, 22, 23, 43, 47, 49, 50, 51, 52, 53, 58, 60, 82, 85, 97, 98, 100, 101, 102, 103, 110, 123, 124, 125, 126, 131, 132, 134, 144, 147, 150, 151, 158, 160, 162, 166, 170, 172, 174, 175, 182, 183, 185, 186, 190, 192, 193, 195, 198, 201, 202, 209, 224, 229, 262, 263, 264], "bdist_egg": 5, "egg_info": [5, 23], "egg": [5, 23], "pkg": [5, 23, 259], "dependency_link": [5, 23], "top": [5, 6, 8, 17, 19, 20, 22, 23, 38, 50, 51, 52, 82, 83, 94, 96, 97, 115, 124, 127, 136, 140, 144, 158, 159, 164, 165, 169, 170, 177, 179, 183, 198, 199, 200, 202, 210, 228, 258, 262, 266], "top_level": [5, 23], "manifest": [5, 23, 192, 195], "bdist": 5, "x86_64": [5, 18, 23, 205, 209], "install_lib": 5, "temp": [5, 9, 19, 23, 125, 129, 138, 182, 183, 186, 198, 199, 235], "gcc": [5, 23, 108, 145], "miniconda": [5, 18, 23], "compiler_compat": [5, 23], "wl": [5, 22, 23], "sysroot": [5, 23], "wsign": [5, 23], "dndebug": [5, 23], "g": [5, 6, 7, 8, 10, 11, 12, 14, 18, 23, 25, 42, 43, 49, 51, 52, 60, 61, 79, 87, 89, 97, 99, 100, 103, 108, 110, 117, 121, 123, 126, 127, 128, 134, 136, 138, 139, 145, 153, 155, 156, 160, 162, 164, 166, 169, 174, 175, 177, 180, 183, 186, 187, 193, 197, 201, 206, 207, 259, 264], "fwrapv": [5, 23], "o3": [5, 23, 232], "wall": [5, 23, 98, 144, 247], "wstrict": [5, 23], "prototyp": [5, 10, 11, 15, 23, 61, 113, 174, 175, 187, 194, 195, 201, 206, 207], "fpic": [5, 23, 108], "site": [5, 18, 22, 23, 50, 52, 58, 59, 143, 144, 166, 188, 225, 226, 228, 239, 247, 264], "csrc": [5, 22, 23, 156, 189, 223], "th": [5, 14, 23, 51, 99, 103, 136, 147], "thc": [5, 23], "7m": [5, 23], "dtorch_api_include_extension_h": [5, 23], "dtorch_extension_nam": [5, 23], "d_glibcxx_use_cxx11_abi": [5, 23], "cc1plu": [5, 23], "warn": [5, 19, 23, 42, 51, 138, 145, 149, 160, 165, 172, 173, 174, 175, 183, 186, 188, 190, 191, 192, 193, 198, 199, 232, 254], "valid": [5, 7, 9, 13, 17, 20, 23, 24, 49, 87, 94, 97, 104, 107, 109, 112, 113, 115, 117, 118, 122, 123, 126, 130, 131, 149, 156, 158, 172, 179, 182, 183, 191, 192, 201, 202, 205, 223], "objc": [5, 23], "l": [5, 7, 12, 14, 20, 23, 43, 49, 51, 52, 89, 99, 108, 110, 127, 128, 160, 161, 166, 174, 194, 195, 232], "rpath": [5, 23], "cpython": [5, 23], "37m": [5, 23], "stub": [5, 158, 210, 224, 265], "loader": [5, 6, 12, 24, 38, 44, 79, 160, 163, 179, 223, 232], "byte": [5, 138, 140, 175, 182, 209, 231], "37": [5, 7, 17, 109, 159, 164, 178, 202, 239], "pyc": 5, "native_lib": 5, "zip_saf": 5, "analyz": [5, 19, 23, 60, 82, 121, 153, 160, 173, 175, 186], "__pycache__": 5, "__file__": [5, 156, 232], "dist": [5, 7, 11, 16, 18, 110, 122, 123, 134, 136, 154, 156, 163, 176, 215, 216, 260], "py3": 5, "remov": [5, 9, 12, 17, 19, 49, 52, 53, 59, 60, 83, 109, 110, 114, 116, 125, 134, 138, 143, 145, 153, 159, 165, 166, 172, 173, 174, 175, 179, 182, 183, 184, 185, 186, 190, 191, 194, 195, 198, 199, 202, 205, 229, 232, 235, 247, 254, 262], "everyth": [5, 43, 87, 97, 99, 108, 126, 127, 131, 137, 140, 158, 159, 160, 161, 162, 166, 170, 188, 189, 224, 247], "finish": [5, 6, 16, 23, 44, 45, 58, 87, 92, 94, 115, 134, 135, 136, 144, 150, 162, 164, 170, 189, 200, 205, 219, 224, 251], "ubuntu": [5, 6, 169, 209], "16": [5, 7, 16, 17, 19, 23, 24, 44, 47, 52, 87, 89, 92, 93, 94, 96, 97, 104, 105, 112, 126, 134, 137, 142, 146, 148, 157, 158, 159, 164, 165, 170, 172, 173, 174, 175, 178, 179, 185, 188, 192, 195, 202, 205, 209, 215, 220, 232, 240, 241, 242, 243, 244, 249, 250, 251, 268], "04": [5, 7, 118, 169, 220, 232], "recent": [5, 49, 75, 102, 109, 113, 115, 124, 136, 138, 145, 151, 154, 158, 161, 169, 209], "maco": [5, 6, 105, 136, 172], "clang": [5, 205, 207], "worst": [5, 115, 138], "resolv": [5, 23, 97, 143, 148, 178, 192], "symbol": [5, 25, 115, 118, 143, 174, 175, 183, 201, 232, 247, 264], "linker": [5, 23, 205], "pycapsul": [5, 23], "builtin": [5, 156], "arg0": 5, "arg1": [5, 163], "arg2": [5, 163], "arg3": 5, "arg4": 5, "citizen": [5, 23, 190, 192], "lltmfunction": 5, "staticmethod": [5, 13, 14, 64, 111, 130, 131, 142, 162, 172, 245], "contigu": [5, 7, 8, 9, 14, 148, 182, 195, 200, 210, 219, 224], "saved_tensor": [5, 13, 64, 111, 130, 131], "benchmark": [5, 15, 17, 24, 42, 109, 117, 121, 126, 138, 139, 145, 146, 155, 159, 165, 173, 177, 178, 185, 188, 194, 200, 202, 211, 221, 236, 247, 248, 252], "measur": [5, 12, 21, 82, 97, 103, 123, 138, 144, 146, 150, 160, 161, 165, 167, 173, 177, 178, 185, 196, 200, 204, 213, 224, 232, 247], "durat": [5, 83, 156, 161, 169, 178, 264], "32": [5, 14, 17, 18, 19, 20, 21, 23, 24, 47, 52, 55, 73, 87, 92, 93, 97, 102, 105, 109, 123, 126, 130, 137, 138, 145, 146, 147, 148, 151, 155, 159, 163, 164, 165, 166, 167, 169, 172, 174, 175, 177, 178, 179, 199, 204, 220, 229, 232, 234, 240, 248], "128": [5, 6, 12, 22, 51, 52, 55, 73, 87, 97, 103, 109, 118, 123, 124, 126, 127, 128, 130, 135, 136, 137, 138, 139, 145, 150, 155, 159, 161, 162, 163, 164, 166, 173, 179, 186, 201, 204, 208, 213, 221, 231, 232, 233, 234, 247, 255], "100000": [5, 58, 59, 127, 128, 138, 147, 232], "3f": [5, 9, 17, 19, 44, 87, 92, 115, 118, 147, 165, 179, 182, 194, 199, 202, 231, 251], "wrote": [5, 23, 140, 173, 179, 264], "post": [5, 6, 11, 20, 49, 58, 59, 97, 121, 122, 123, 126, 138, 140, 148, 150, 167, 177, 178, 184, 186, 194, 197, 199, 201, 214], "my": [5, 21, 42, 50, 98, 103, 192, 199, 204, 264], "machin": [5, 6, 18, 20, 21, 25, 44, 49, 50, 51, 53, 54, 55, 56, 58, 59, 60, 61, 73, 87, 105, 107, 116, 118, 121, 122, 123, 126, 132, 133, 134, 135, 136, 144, 155, 159, 163, 164, 165, 166, 177, 179, 186, 195, 199, 204], "506": 5, "480": [5, 239], "444": 5, "694": 5, "349": [5, 92], "335": [5, 148, 164, 260], "443": [5, 164, 239], "523": 5, "speedup": [5, 17, 21, 42, 44, 121, 139, 145, 150, 155, 178, 182, 183, 185, 194, 202, 224], "30": [5, 6, 7, 14, 17, 19, 45, 82, 99, 115, 121, 122, 148, 157, 162, 164, 183, 193, 198, 202, 232, 233, 239], "albeit": [5, 14, 229], "major": [5, 10, 11, 19, 103, 117, 145, 153, 165, 173, 177, 178, 193], "particularli": [5, 13, 17, 53, 154, 166, 202], "engin": [5, 6, 14, 20, 43, 61, 87, 107, 119, 123, 159, 164, 172, 175, 179, 188, 206, 208, 221, 229, 262], "wonder": [5, 99, 153], "abstract": [5, 11, 14, 51, 87, 95, 100, 103, 110, 113, 124, 126, 136, 143, 156, 160, 265], "correspondingli": 5, "big": [5, 42, 52, 98, 103, 128, 130, 139, 153, 160, 166, 172, 195], "win": [5, 115, 153, 186], "No": [5, 6, 49, 53, 60, 99, 145, 149, 180, 205, 212], "cuda_devic": 5, "creation": [5, 6, 10, 193, 203, 209], "assert": [5, 9, 11, 12, 17, 18, 19, 22, 51, 94, 95, 98, 105, 108, 125, 129, 130, 134, 139, 142, 143, 145, 146, 151, 154, 155, 163, 165, 170, 173, 182, 194, 195, 201, 202, 206, 209, 210, 211, 231, 232, 245, 253], "synchron": [5, 11, 16, 55, 56, 61, 82, 134, 136, 150, 160, 162, 163, 169, 173, 177, 178, 185, 194, 213, 231, 253], "1e6": [5, 9, 19, 138, 165, 182, 183, 186, 198, 199, 211, 229, 232, 260], "1e5": 5, "again": [5, 6, 9, 21, 25, 44, 50, 60, 78, 97, 98, 102, 103, 108, 113, 116, 119, 125, 130, 136, 137, 153, 162, 164, 166, 169, 172, 173, 177, 185, 198, 201, 224, 264], "187": [5, 232], "719": 5, "410": [5, 148], "815": 5, "149": 5, "802": [5, 145], "393": [5, 178], "458": [5, 145], "That": [5, 6, 17, 23, 43, 44, 45, 49, 99, 101, 102, 103, 105, 108, 116, 124, 127, 135, 142, 144, 146, 148, 150, 151, 153, 160, 165, 169, 179, 190, 191, 193, 202, 224, 225, 264], "great": [5, 49, 60, 105, 112, 113, 192, 198, 264], "pull": [5, 7, 21, 144, 174, 175], "dive": [5, 6, 11, 23, 134, 145, 158], "elabor": [5, 6, 124, 145, 162], "fly": [5, 14, 23, 51, 98, 115, 160, 229], "background": [5, 6, 23, 58, 59, 73, 113, 159, 170, 172, 179, 264], "tmp": [5, 23, 126, 130, 145, 172, 187, 219, 224, 229, 239], "torch_extens": 5, "emit": [5, 6, 98], "ninja": 5, "verbos": [5, 23, 133, 172, 178, 208, 209, 265], "complic": [5, 14, 98, 99, 103, 126, 178, 198, 206, 210, 254], "techniqu": [5, 9, 16, 17, 19, 21, 49, 60, 97, 98, 103, 107, 121, 124, 130, 131, 132, 144, 150, 154, 157, 158, 164, 172, 178, 185, 190, 194, 202, 204, 205, 229], "fine": [5, 6, 17, 19, 49, 51, 98, 113, 120, 125, 135, 136, 145, 158, 159, 169, 186, 189, 190, 202, 248], "system": [5, 6, 8, 10, 12, 14, 15, 22, 23, 25, 55, 76, 97, 121, 126, 136, 154, 159, 160, 162, 176, 177, 178, 179, 207, 209], "increment": [5, 11, 12, 60, 85, 101, 136, 147, 161], "thu": [5, 6, 8, 10, 19, 20, 21, 23, 49, 85, 87, 97, 108, 122, 139, 143, 153, 166, 178, 198, 203, 209, 254, 264], "didn": [5, 8, 22, 76, 105, 144, 162, 182, 206, 264], "prospect": 5, "pointwis": [5, 8, 143, 148, 200], "declar": [5, 6, 13, 23, 60, 73, 78, 115, 209, 224, 254], "cu": 5, "ensur": [5, 8, 9, 10, 11, 12, 14, 15, 16, 19, 22, 37, 49, 53, 56, 60, 64, 97, 109, 111, 112, 115, 116, 123, 133, 136, 142, 160, 161, 163, 165, 172, 177, 179, 187, 195, 199, 203, 232, 242], "lltm_cuda": 5, "lltm_cuda_forward": 5, "lltm_cuda_backward": 5, "check_cuda": 5, "torch_check": [5, 8], "is_cuda": [5, 148], "check_contigu": 5, "is_contigu": [5, 148, 232, 247], "check_input": 5, "lltm_cuda_kernel": 5, "cannot": [5, 6, 11, 14, 16, 18, 22, 23, 49, 60, 61, 82, 108, 112, 113, 131, 134, 136, 137, 148, 150, 158, 160, 174, 175, 185, 196, 204, 206, 263], "peek": [5, 212], "cuda_runtim": 5, "templat": [5, 8, 22, 23, 59, 136, 145, 209, 210, 262], "typenam": [5, 209], "scalar_t": [5, 145], "__device__": 5, "__forceinline__": 5, "specif": [5, 6, 8, 9, 10, 11, 12, 17, 18, 19, 22, 23, 25, 44, 55, 58, 59, 73, 82, 87, 99, 100, 101, 105, 107, 108, 110, 112, 114, 122, 123, 124, 127, 128, 130, 134, 136, 137, 138, 144, 145, 149, 150, 157, 158, 160, 162, 163, 164, 165, 166, 169, 170, 174, 175, 177, 178, 179, 180, 186, 188, 191, 194, 200, 201, 202, 205, 207, 221, 252, 254, 264], "fmax": 5, "fmin": 5, "d_relu": 5, "wish": [5, 6, 23, 52, 60, 73, 95, 112, 113, 151, 155, 163, 172, 180, 186, 191, 199, 242, 265], "explicitli": [5, 6, 18, 25, 43, 48, 52, 53, 60, 87, 101, 124, 133, 137, 148, 164, 165, 167, 174, 177, 178, 183, 193, 194, 201], "zeros_lik": [5, 14, 95, 143, 162, 217, 256], "dim3": 5, "at_dispatch_floating_typ": 5, "lltm_forward_cuda": 5, "lltm_cuda_forward_kernel": 5, "indic": [5, 6, 10, 11, 14, 16, 23, 49, 60, 63, 64, 82, 98, 99, 102, 103, 108, 109, 110, 111, 115, 116, 118, 126, 127, 137, 138, 145, 157, 160, 161, 163, 169, 170, 172, 177, 178, 179, 186, 190, 192, 193, 196, 201, 258, 262, 264], "runtim": [5, 8, 14, 18, 21, 23, 25, 40, 50, 60, 82, 85, 107, 109, 121, 124, 130, 144, 153, 169, 173, 177, 178, 182, 185, 186, 198, 207, 208, 211], "back": [5, 6, 8, 10, 14, 15, 19, 20, 22, 23, 44, 47, 51, 58, 59, 60, 73, 80, 87, 97, 98, 101, 105, 109, 113, 125, 127, 140, 144, 148, 150, 153, 155, 160, 162, 163, 164, 166, 172, 177, 189, 190, 194, 195, 264], "determin": [5, 6, 8, 11, 17, 19, 48, 49, 97, 98, 101, 102, 103, 105, 124, 126, 139, 143, 153, 154, 155, 157, 161, 173, 183, 194, 202], "conceptu": [5, 6, 43, 49, 60, 178], "scalartyp": 5, "messag": [5, 49, 108, 136, 138, 172, 174, 175, 186, 209, 223, 226, 254], "alia": [5, 10, 64, 111, 174, 175], "retriev": [5, 6, 7, 14, 16, 21, 49, 125, 126, 147, 160, 162, 163, 178, 210], "at_dispatch_all_typ": 5, "sens": [5, 8, 12, 14, 97, 103, 113, 126, 139, 170, 264], "routin": [5, 6, 23], "convolut": [5, 6, 8, 12, 13, 20, 47, 52, 60, 97, 112, 117, 119, 121, 148, 151, 157, 158, 167, 177, 178, 183, 200, 201, 207, 208, 221, 224, 227, 239, 254], "harder": [5, 97, 185, 186], "ourselv": [5, 6, 49, 76, 130, 160], "grid": [5, 47, 51, 117, 150, 158, 167, 170, 187, 256], "fill": [5, 6, 14, 80, 103, 127, 137, 142, 177, 191, 192, 209, 224], "matric": [5, 12, 17, 23, 25, 48, 101, 146, 154, 202], "2048": [5, 18, 97, 130, 146], "heard": 5, "introductori": [5, 79], "fairli": [5, 97, 113, 136, 153, 161], "ever": [5, 6, 23, 125, 174, 175], "__global__": 5, "__restrict__": 5, "size_t": 5, "column": [5, 7, 18, 23, 40, 80, 99, 101, 109, 119, 124, 127, 145, 146, 151, 161, 169, 172, 191, 192, 193, 194, 232, 239, 265], "blockidx": 5, "blockdim": 5, "threadidx": 5, "index": [5, 6, 15, 34, 38, 41, 44, 45, 48, 49, 51, 58, 59, 60, 73, 83, 98, 99, 101, 102, 103, 109, 115, 116, 118, 119, 123, 125, 126, 127, 128, 130, 136, 140, 154, 161, 162, 166, 167, 169, 172, 173, 177, 185, 194, 206, 214, 262, 268], "gates_row": 5, "primarili": [5, 82, 163, 173], "imagin": [5, 98, 103, 131, 136, 153, 154, 166], "giant": [5, 166], "million": [5, 115, 117, 119, 122, 137, 177], "serial": [5, 6, 10, 23, 25, 60, 112, 121, 174, 175, 177, 183, 198, 199], "faster": [5, 6, 8, 9, 12, 19, 49, 56, 58, 59, 73, 97, 112, 122, 133, 137, 139, 146, 148, 155, 162, 166, 173, 178, 179, 183, 204, 219, 224, 228, 229], "right": [5, 6, 8, 10, 12, 14, 20, 23, 32, 43, 48, 49, 52, 64, 82, 89, 97, 99, 101, 103, 111, 113, 136, 138, 147, 151, 153, 158, 160, 161, 162, 165, 166, 169, 172, 179, 186, 196, 198, 206, 254, 264], "inde": [5, 14, 58, 59, 97, 130, 146, 160, 165, 173, 192, 193], "agnost": [5, 60, 110, 233], "ineffici": [5, 82, 177, 194], "readabl": [5, 25, 51, 98, 110, 128, 140, 169, 214], "especi": [5, 17, 19, 49, 52, 60, 73, 113, 122, 134, 144, 151, 153, 174, 175, 178, 185, 191, 200, 202, 224, 229], "dimension": [5, 47, 48, 49, 52, 60, 97, 100, 101, 102, 103, 113, 124, 148, 157, 165, 166, 170, 172, 193, 224], "stride": [5, 6, 19, 52, 90, 97, 104, 113, 123, 130, 135, 145, 147, 148, 167, 172, 178, 180, 193, 219, 230, 238, 245], "row": [5, 18, 23, 34, 40, 51, 73, 80, 99, 101, 102, 103, 116, 124, 126, 127, 146, 158, 161, 162, 177, 178, 191, 193, 206, 209, 232, 265], "arithmet": [5, 19, 144, 186], "fortun": [5, 6, 10, 15, 23, 87, 136, 137], "expos": [5, 6, 8, 22, 23, 108, 113, 121, 140, 164, 182, 198, 199, 207, 209], "foo": [5, 21, 22, 142, 143, 154, 163, 173, 175, 183, 198, 203, 210, 247, 264, 265], "12": [5, 7, 23, 42, 58, 59, 92, 101, 109, 122, 123, 145, 150, 162, 170, 174, 179, 180, 185, 191, 194, 201, 202, 205, 209, 222, 223, 226, 228, 232, 259, 264, 268], "hold": [5, 14, 16, 18, 47, 60, 63, 64, 65, 67, 68, 69, 76, 78, 87, 98, 111, 122, 123, 133, 135, 140, 153, 161, 162, 164], "foo_a": 5, "packed_accessor64": 5, "packed_accessor32": 5, "pack": [5, 49, 60, 78, 115, 145, 160, 162, 164, 194, 209, 224, 254], "integ": [5, 6, 8, 60, 97, 99, 101, 103, 113, 115, 126, 147, 157, 174, 175, 179, 185, 193, 198, 199, 200, 208, 229, 267], "fundament": [5, 49, 91, 101, 103, 147, 191, 199], "packedtensoraccessor32": 5, "restrictptrtrait": 5, "decompos": [5, 10, 17, 123, 150, 174, 175, 198, 202], "packedaccessor32": 5, "variant": [5, 49, 60, 124, 130, 159, 165], "int32_t": 5, "packedaccessor64": 5, "slower": [5, 17, 56, 134, 146, 150, 159, 161, 173, 177, 179, 185, 187, 194, 202], "host": [5, 7, 16, 18, 54, 82, 98, 122, 123, 124, 134, 135, 136, 150, 163, 164, 169], "reshap": [5, 6, 9, 12, 19, 51, 95, 103, 104, 110, 118, 143, 160, 182, 183, 189, 190, 191, 192, 194, 198, 199, 207, 222, 232], "pattern": [5, 17, 21, 103, 124, 136, 143, 145, 154, 163, 178, 183, 184, 186, 190, 192, 198, 202, 203, 221], "lltm_cuda_backward_kernel": 5, "lltm_backward_cuda": 5, "d_gate_weight": 5, "cudaextens": [5, 156], "hassl": [5, 6], "entail": 5, "simpler": [5, 78, 124, 130, 142, 154, 198, 206], "fastest": [5, 150, 165], "129": [5, 109, 188], "431": 5, "304": [5, 49, 178], "641": [5, 148], "faq": [5, 22, 23], "sit": [6, 42, 105, 107, 108, 150, 154, 263, 265, 267], "atop": 6, "substanti": [6, 126], "codebas": [6, 10, 14], "foundat": [6, 160, 172], "underli": [6, 8, 14, 23, 48, 73, 80, 95, 97, 112, 126, 139, 145, 150, 155, 163, 183, 192, 193, 194], "popular": [6, 68, 73, 75, 97, 111, 126, 137, 138, 178, 185, 221, 263], "stochast": [6, 7, 47, 52, 65, 104, 111, 115, 136, 160, 161], "descent": [6, 7, 43, 47, 63, 64, 65, 68, 72, 104, 110, 111, 115, 136, 185], "digit": [6, 47, 121, 122, 123, 172], "whirlwind": 6, "wet": 6, "appetit": 6, "watch": [6, 37, 113, 132, 136], "lightn": [6, 126], "talk": [6, 8, 49, 52, 55, 101, 115, 136, 160, 163], "cppcon": 6, "2018": [6, 118, 138], "quick": [6, 17, 48, 58, 59, 97, 99, 102, 103, 119, 122, 127, 134, 139, 146, 154, 155, 185, 202], "humor": 6, "sweep": [6, 165], "philosophi": [6, 113], "ecosystem": [6, 108], "descript": [6, 50, 61, 122, 123, 145, 149, 160, 162, 163, 164, 165, 172, 182, 232, 259, 265], "embark": 6, "excit": [6, 22, 23, 144, 153], "team": [6, 108, 115, 126, 138, 161, 172], "job": [6, 45, 52, 53, 54, 82, 97, 126, 132, 133, 134, 136, 224], "reinforc": [6, 14, 61, 121, 147, 160, 161, 162, 163], "game": [6, 44, 52, 79, 147], "tractabl": [6, 98], "multithread": [6, 43, 56, 109, 232], "lock": [6, 14, 25, 56, 135, 136, 162, 163, 178, 263], "gil": [6, 56, 61, 134, 217], "scalabl": [6, 126, 190, 221], "shortcom": [6, 192], "neuroevolut": 6, "owner": [6, 162, 163, 164], "anyth": [6, 13, 44, 98, 101, 102, 103, 140, 149, 159, 182, 183, 185, 264, 265], "serv": [6, 37, 57, 61, 85, 97, 102, 121, 127, 134, 140, 144, 147, 150, 156, 163, 164, 177, 178, 192, 214], "web": [6, 105, 214, 252, 264], "server": [6, 16, 25, 61, 119, 120, 121, 127, 134, 150, 156, 164, 178, 180, 186, 195, 221, 229], "3d": [6, 7, 75, 93, 101, 102, 115, 172, 198, 201], "graphic": [6, 165, 207], "photo": [6, 230], "softwar": [6, 138, 150, 156, 169, 177, 207, 214, 264], "integr": [6, 10, 14, 23, 78, 87, 109, 121, 126, 140, 170, 177, 178, 180, 200, 201, 207, 230], "remain": [6, 7, 87, 97, 119, 136, 143, 153, 157, 166, 180, 185, 192, 194, 196, 200, 210], "forth": [6, 150, 177, 265], "retain": [6, 40, 48, 76, 80, 112], "intuit": [6, 52, 73, 78, 99, 108, 112, 145, 150, 166, 172, 191], "tradit": [6, 42, 52, 97, 99, 107, 146, 163], "compet": [6, 113, 115, 119, 126, 177, 178], "complement": 6, "alik": 6, "love": [6, 113], "simplic": [6, 73, 122, 130, 160, 161, 223], "core": [6, 8, 10, 11, 42, 45, 60, 76, 98, 99, 100, 104, 108, 112, 115, 121, 124, 126, 136, 137, 145, 148, 159, 169, 174, 175, 178, 195, 197, 198, 205, 223, 247, 248], "principl": [6, 8, 102, 103, 121, 126], "curiou": [6, 139, 153, 155, 212], "tri": [6, 18, 52, 98, 103, 113, 161, 207], "experienc": [6, 85], "ask": [6, 17, 22, 23, 60, 103, 128, 137, 160, 202, 210], "rememb": [6, 44, 52, 59, 73, 76, 98, 99, 102, 109, 112, 140, 146, 147, 153, 166], "dot": [6, 14, 32, 49, 52, 60, 102, 103, 121, 146, 166, 177, 178, 206, 232], "colon": [6, 172, 264], "minim": [6, 10, 12, 17, 23, 52, 61, 63, 64, 67, 68, 69, 73, 82, 99, 103, 121, 122, 126, 133, 138, 145, 161, 173, 183, 186, 190, 200, 202, 205, 210], "verifi": [6, 20, 58, 59, 85, 108, 114, 116, 119, 131, 139, 142, 143, 146, 148, 157, 159, 177, 178, 179, 207, 221], "too": [6, 10, 14, 19, 44, 64, 68, 82, 87, 97, 98, 103, 109, 111, 124, 127, 134, 140, 150, 153, 157, 161, 162, 164, 166, 190, 229, 262, 264, 265], "cu90": 6, "url": [6, 19, 104, 118, 169, 173, 185, 209, 223, 237, 262], "wget": [6, 18, 75, 179, 182, 185, 209], "nightli": [6, 18, 75, 122, 138, 142, 173, 176, 179, 185, 188, 189, 197, 198, 200, 205, 206, 209], "dep": 6, "tini": [6, 123, 150, 153], "three": [6, 10, 12, 14, 15, 51, 52, 61, 64, 73, 82, 85, 92, 95, 98, 108, 112, 113, 115, 118, 121, 124, 128, 136, 148, 154, 156, 160, 164, 165, 166, 167, 169, 170, 176, 177, 178, 185, 193, 200, 229, 264, 265], "ey": [6, 20, 23, 32, 103, 146, 151, 154, 206, 209, 264], "fledg": 6, "visual": [6, 14, 25, 43, 52, 73, 75, 82, 83, 90, 116, 121, 122, 125, 126, 131, 144, 154, 160, 169, 170, 172, 177, 178, 187, 192, 230, 252], "studio": [6, 58, 205, 223, 225, 228], "qmake": 6, "makefil": 6, "comfort": 6, "box": [6, 8, 10, 11, 17, 73, 113, 126, 131, 136, 147, 159, 162, 169, 177, 178, 179, 200, 202, 206, 221, 226, 264], "cmake_prefix_path": [6, 22, 23], "invok": [6, 8, 22, 23, 25, 97, 134, 135, 142, 144, 145, 156, 163, 164, 178, 187, 189, 192, 200, 204], "agre": [6, 23, 138], "break": [6, 8, 10, 11, 12, 19, 38, 49, 51, 60, 75, 82, 112, 113, 116, 118, 128, 140, 147, 153, 157, 161, 162, 164, 166, 169, 173, 190, 237, 264], "unexpect": [6, 51, 192, 196, 201], "pwd": [6, 209, 227], "fa350df05ecf": 6, "home": [6, 48, 113, 190, 195, 205, 207, 210, 218, 223], "enter": [6, 49, 60, 122, 134, 136], "ran": [6, 103, 160, 163, 165, 174, 175, 205, 232], "me": [6, 17, 42, 49, 99, 153, 166, 202, 264, 265], "extens": [6, 7, 15, 22, 23, 52, 112, 121, 127, 131, 136, 172, 177, 187, 190, 192, 198, 200, 222, 252], "besid": [6, 23, 103, 154, 162, 264], "encapsul": [6, 47, 153, 162], "buffer": [6, 14, 44, 47, 59, 69, 76, 110, 111, 112, 122, 130, 134, 139, 142, 147, 151, 153, 154, 155, 157, 161, 174, 175, 178, 189, 203, 207, 209, 224], "nest": [6, 14, 43, 110, 143, 160, 162, 164, 165, 197, 264, 265], "similarli": [6, 9, 12, 22, 51, 60, 80, 83, 113, 116, 125, 126, 135, 144, 145, 146, 153, 180, 193], "w": [6, 7, 9, 12, 32, 38, 43, 47, 49, 51, 73, 76, 98, 102, 103, 122, 125, 130, 138, 147, 148, 164, 169, 179, 185, 186, 188, 223], "struct": [6, 15, 22, 209, 254], "int64_t": [6, 8, 23], "register_paramet": [6, 203], "reflect": [6, 8, 23, 48, 95, 137, 160, 196], "magic": [6, 99, 128, 136, 146], "behind": [6, 8, 17, 23, 45, 82, 97, 99, 130, 161, 180, 191, 193, 197, 202, 203, 264], "scene": [6, 23, 58, 59, 113, 203], "another_bia": 6, "recurs": [6, 16, 44, 60, 110, 203, 219], "0808": 6, "8613": 6, "2017": [6, 73, 104, 118], "5206": 6, "5353": 6, "3740": 6, "0976": 6, "4786": 6, "4928": 6, "1434": 6, "4713": 6, "1735": 6, "3293": 6, "3467": 6, "3858": 6, "1980": 6, "1986": 6, "1975": 6, "4278": 6, "1831": 6, "2709": 6, "3730": 6, "4307": 6, "3236": 6, "0629": 6, "2038": 6, "4638": 6, "2023": [6, 172, 174], "1230": 6, "0516": 6, "aptli": [6, 13], "register_modul": 6, "dropout": [6, 7, 9, 12, 19, 20, 37, 39, 49, 60, 73, 93, 96, 97, 104, 110, 112, 118, 123, 124, 126, 128, 130, 137, 149, 158, 162, 164, 165, 166, 167, 182, 194, 195, 196, 199, 202, 222, 242, 243, 244, 254, 258], "conv2d": [6, 12, 19, 20, 44, 47, 52, 73, 78, 87, 92, 93, 94, 96, 97, 104, 105, 112, 123, 130, 135, 143, 147, 148, 151, 154, 155, 157, 159, 163, 167, 170, 178, 180, 183, 198, 199, 200, 201, 204, 208, 219, 221, 222, 224, 227, 229, 234, 239, 240, 241, 242, 243, 244, 248, 249, 250, 251, 254], "subtleti": [6, 193], "bodi": [6, 113, 145, 264, 265], "upon": [6, 14, 49, 56, 79, 117, 136, 142, 166, 170, 173, 262], "p": [6, 7, 9, 18, 19, 49, 68, 69, 93, 97, 98, 103, 104, 110, 111, 118, 122, 123, 127, 128, 130, 135, 136, 138, 139, 142, 143, 145, 147, 148, 151, 153, 158, 162, 163, 164, 166, 179, 182, 183, 186, 198, 199, 202, 207, 208, 209, 213, 217, 235, 239], "0345": [6, 186], "4456": 6, "6313": 6, "3585": 6, "4008": [6, 23], "1647": 6, "2891": 6, "0527": 6, "0354": 6, "3084": 6, "2025": 6, "0343": [6, 209], "1824": 6, "4630": 6, "2862": 6, "2500": 6, "0420": 6, "3679": 6, "1482": 6, "0460": 6, "1967": 6, "2132": 6, "1992": 6, "4257": 6, "0739": 6, "01": [6, 7, 11, 19, 43, 47, 98, 109, 136, 158, 164, 165, 167, 174, 211, 212, 220, 222, 260, 265], "6861": 6, "1166": 6, "45": [6, 7, 126, 145, 164, 177, 205, 230], "0333": 6, "9983": 6, "0705": 6, "named_paramet": [6, 33, 142, 151, 154, 155, 157], "ordereddict": [6, 179], "13": [6, 23, 92, 95, 104, 109, 115, 164, 172, 177, 224, 227, 264, 268], "48": [6, 7, 17, 126, 127, 145, 148, 170, 202, 205, 220, 239], "1863": 6, "8611": 6, "1228": 6, "3269": 6, "9858": 6, "0339": 6, "2484": 6, "2035": 6, "2103": 6, "0715": 6, "2975": 6, "4350": 6, "1878": 6, "3616": 6, "1050": 6, "4982": 6, "0335": [6, 186], "1605": 6, "4963": 6, "4099": 6, "2883": 6, "1818": 6, "3447": 6, "1501": 6, "0215": 6, "0250": 6, "0408": 6, "3756": 6, "2149": 6, "3636": 6, "8559": 6, "1572": 6, "1069": 6, "1247": 6, "8060": 6, "topic": [6, 49, 58, 59, 61, 73, 105, 107, 108, 114, 120, 177], "devour": 6, "menu": [6, 50, 262, 264], "pipelin": [6, 16, 61, 113, 121, 140, 160, 162, 172, 177, 178, 179], "briefli": [6, 61, 121, 124, 160, 173], "who": [6, 42, 49, 60, 73, 79, 97, 100, 113, 136, 153, 264], "heap": 6, "referenc": [6, 135, 164], "lower": [6, 14, 17, 49, 50, 60, 73, 82, 108, 121, 122, 126, 134, 138, 142, 145, 153, 154, 158, 160, 161, 165, 166, 170, 172, 173, 180, 186, 193, 196, 199, 202, 224, 265], "heavili": [6, 113, 166, 177, 185], "influenc": [6, 52], "ergonom": 6, "far": [6, 7, 14, 20, 22, 47, 49, 58, 59, 64, 95, 97, 98, 99, 111, 115, 125, 136, 140, 150, 153, 157, 161, 166, 177, 190, 199, 264], "stack": [6, 8, 14, 15, 21, 22, 40, 48, 78, 92, 109, 121, 124, 139, 146, 147, 151, 155, 156, 162, 166, 169, 170, 172, 206], "shared_ptr": [6, 22], "cognit": 6, "everywher": [6, 103], "make_shar": 6, "though": [6, 10, 23, 47, 73, 97, 98, 113, 117, 130, 131, 139, 140, 144, 155, 160, 170, 174, 175, 185, 190, 221], "stai": [6, 82, 122, 124, 160, 161, 162, 177, 198, 199, 200, 229], "shorten": [6, 23], "wait": [6, 14, 16, 21, 82, 128, 134, 135, 136, 137, 145, 156, 161, 162, 163, 164, 169, 172, 177, 239], "hell": 6, "lot": [6, 8, 10, 15, 19, 21, 51, 79, 98, 113, 119, 123, 136, 151, 163, 166, 169, 173, 177, 185, 190], "came": [6, 52, 191], "scheme": [6, 18, 97, 121, 190, 203], "hide": [6, 118, 130, 160, 206], "reserv": [6, 10, 15, 138, 169], "simplifi": [6, 10, 14, 24, 78, 130, 134, 135, 166, 172, 178, 179, 190, 193, 197, 198, 200], "linearimpl": 6, "torch_modul": 6, "brief": [6, 24, 61, 82, 98, 160, 209], "typedef": 6, "among": [6, 8, 22, 53, 58, 59, 82, 87, 124, 157, 169, 177, 201, 229], "holder": [6, 118, 266], "arrow": [6, 43, 124, 196], "resembl": [6, 12, 23, 58, 59, 98, 132, 161], "extra": [6, 7, 8, 9, 56, 97, 101, 102, 107, 127, 128, 130, 135, 137, 142, 154, 160, 166, 172, 173, 178, 179, 182, 195, 221, 224], "netimpl": 6, "subtl": 6, "deserv": [6, 103, 113], "construct": [6, 14, 20, 21, 22, 25, 47, 52, 60, 61, 65, 67, 85, 97, 111, 117, 121, 128, 131, 135, 137, 139, 146, 150, 155, 160, 161, 163, 166, 179, 184, 194, 197, 198, 201, 203, 206, 250, 264, 265], "null": [6, 58, 209, 224, 227], "tricki": [6, 17, 131, 143, 174, 175, 177, 202], "had": [6, 23, 42, 47, 51, 102, 105, 113, 153, 154, 161, 170, 198, 221], "nullptr": [6, 187, 209], "familiar": [6, 8, 10, 22, 44, 48, 53, 54, 56, 60, 85, 98, 100, 112, 122, 125, 132, 133, 136, 140, 147, 163], "pythonista": 6, "disadvantag": [6, 112], "said": [6, 23, 25, 42, 147, 153, 160, 190, 191, 264], "introduct": [6, 11, 17, 25, 46, 53, 54, 55, 56, 57, 79, 84, 85, 99, 100, 105, 106, 107, 108, 121, 129, 132, 133, 145, 192, 202, 221], "sooner": [6, 122], "technic": [6, 23, 136, 137, 153, 190, 212], "henceforth": 6, "recap": [6, 47, 161, 193], "adversari": [6, 44, 79, 121], "architectur": [6, 9, 17, 25, 52, 56, 60, 73, 85, 95, 97, 98, 110, 121, 122, 124, 126, 132, 139, 151, 157, 165, 170, 172, 173, 176, 177, 178, 198, 200, 202, 221, 229], "distinct": [6, 17, 21, 52, 82, 103, 122, 164, 170, 202], "transform": [6, 12, 17, 19, 20, 23, 24, 25, 32, 33, 34, 35, 36, 37, 38, 39, 40, 44, 49, 52, 58, 59, 60, 73, 75, 87, 90, 92, 93, 94, 96, 97, 109, 110, 113, 116, 117, 120, 121, 123, 130, 136, 137, 139, 140, 142, 143, 145, 147, 149, 151, 153, 154, 158, 159, 163, 166, 169, 170, 172, 179, 183, 185, 186, 194, 196, 198, 199, 200, 202, 205, 214, 221, 222, 230, 232, 247, 248, 251, 253, 255, 256], "probabl": [6, 8, 22, 49, 52, 58, 59, 60, 73, 75, 97, 98, 101, 103, 118, 123, 125, 126, 127, 128, 130, 149, 154, 159, 161, 167, 170, 172, 194], "judg": 6, "closer": [6, 97, 161, 178], "authent": 6, "theori": [6, 49, 52, 60, 97, 125, 264], "delic": 6, "tandem": 6, "indistinguish": 6, "fool": [6, 49, 73], "excel": [6, 51, 170], "realist": [6, 21, 60, 194], "2d": [6, 52, 93, 127, 130, 143, 157, 162, 172, 176, 201, 216, 254], "dcgangeneratorimpl": 6, "knoises": 6, "conv1": [6, 20, 44, 47, 73, 78, 87, 92, 93, 94, 96, 104, 105, 112, 123, 130, 143, 150, 151, 155, 157, 158, 163, 167, 170, 183, 196, 201, 204, 222, 234, 240, 241, 242, 243, 244, 249, 250, 251], "convtranspose2dopt": 6, "256": [6, 9, 17, 19, 51, 87, 90, 97, 117, 119, 124, 125, 126, 135, 145, 147, 160, 165, 166, 177, 179, 182, 183, 196, 198, 199, 201, 202, 220, 230, 231, 239], "batch_norm1": 6, "conv2": [6, 20, 44, 47, 73, 78, 87, 90, 92, 93, 94, 96, 104, 105, 112, 123, 130, 143, 151, 155, 157, 163, 167, 170, 201, 204, 222, 234, 240, 241, 242, 243, 244, 249, 250, 251], "pad": [6, 17, 19, 42, 49, 52, 60, 75, 97, 104, 113, 115, 118, 130, 135, 138, 165, 192, 194, 202], "batch_norm2": 6, "conv3": [6, 20, 104, 151], "batch_norm3": 6, "conv4": [6, 20], "convtranspose2d": [6, 52], "batchnorm2d": [6, 12, 19, 52, 104, 130, 135, 143, 144, 180, 199, 219, 224, 248, 254], "dcgangener": 6, "chosen": [6, 20, 22, 161, 173], "student": [6, 97, 113], "harm": [6, 97], "discoveri": 6, "fed": [6, 12, 49, 52, 61, 113, 118, 135, 140, 150, 172, 178, 201], "soylent": 6, "regularli": [6, 53], "channel": [6, 10, 12, 19, 21, 43, 44, 47, 52, 97, 110, 121, 122, 124, 140, 149, 153, 157, 170, 179, 186, 209, 221, 248, 263], "moduleopt": 6, "linearopt": 6, "leaki": [6, 52], "squash": [6, 137, 147], "sequenti": [6, 7, 12, 14, 19, 37, 38, 49, 52, 68, 69, 97, 103, 110, 111, 116, 118, 125, 135, 137, 143, 147, 149, 150, 154, 158, 160, 167, 186, 194, 195, 203, 206, 211, 212, 220, 231, 260], "orient": [6, 167], "layer": [6, 7, 8, 10, 11, 12, 13, 15, 16, 17, 19, 20, 33, 37, 42, 43, 47, 49, 52, 55, 60, 68, 73, 78, 87, 93, 97, 99, 102, 110, 111, 112, 115, 117, 118, 121, 122, 123, 126, 127, 128, 135, 137, 148, 149, 150, 154, 157, 158, 159, 160, 163, 164, 166, 167, 177, 178, 179, 182, 185, 186, 201, 202, 212, 231, 234, 240, 242, 243, 253, 254], "conv2dopt": 6, "leakyrelu": [6, 52, 110], "leakyreluopt": 6, "negative_slop": 6, "composit": [6, 11, 14, 25, 99, 100, 146, 160], "third": [6, 8, 12, 22, 23, 52, 63, 64, 65, 67, 68, 69, 102, 111, 131, 156, 166, 176, 190, 196, 206, 265], "fourth": [6, 65, 131, 195, 200], "knob": [6, 177, 178], "truli": [6, 49, 147], "collat": [6, 51, 118, 265], "wherev": 6, "make_data_load": 6, "unique_ptr": 6, "spawn": [6, 7, 11, 16, 18, 49, 52, 53, 55, 123, 134, 135, 136, 150, 162, 163, 164, 213, 215, 260], "concurr": [6, 109, 124, 126, 135, 150, 177, 178], "kbatchsiz": 6, "dataloaderopt": 6, "consol": [6, 170, 172, 189], "field": [6, 10, 11, 12, 14, 15, 49, 102, 103, 113, 136, 153, 162, 169, 175, 179, 192, 201, 204, 224], "rebuild": [6, 232], "danc": [6, 12], "generator_optim": 6, "adamopt": 6, "2e": [6, 14, 89, 138], "make_tupl": 6, "discriminator_optim": 6, "5e": [6, 24, 64, 111], "adagrad": [6, 96, 110, 111, 193, 197], "lbfg": [6, 12, 110], "rmsprop": [6, 47, 69, 99, 110, 111], "sgd": [6, 7, 16, 19, 37, 38, 43, 44, 47, 65, 67, 69, 87, 89, 92, 94, 96, 98, 99, 102, 103, 104, 110, 111, 112, 115, 117, 134, 135, 136, 150, 158, 162, 163, 164, 167, 169, 170, 179, 221, 222, 231, 238, 242, 243, 244, 245, 246, 250, 251, 255], "date": [6, 10, 73, 115, 122, 163, 198, 205, 221, 265], "exhaust": [6, 11, 174, 175, 201], "knumberofepoch": 6, "batch_index": 6, "real_imag": 6, "real_label": [6, 52], "real_output": 6, "d_loss_real": 6, "binary_cross_entropi": [6, 231], "fake_imag": [6, 153], "fake_label": [6, 52], "fake_output": 6, "d_loss_fak": 6, "d_loss": [6, 52], "fill_": [6, 9, 52, 80, 118, 137, 166, 169, 192], "g_loss": [6, 52], "printf": 6, "r": [6, 7, 9, 11, 14, 16, 19, 42, 43, 47, 49, 51, 60, 73, 76, 85, 92, 98, 99, 121, 145, 146, 147, 148, 151, 161, 162, 164, 166, 172, 177, 179, 182, 183, 196, 198, 199, 205, 206, 209, 221, 232, 247, 248, 259, 264], "2ld": 6, "3ld": 6, "4f": [6, 12, 14, 49, 52, 60, 117, 122, 123, 127, 128, 130, 137, 146, 155, 158, 160, 166, 167, 204], "batches_per_epoch": 6, "uniformli": [6, 87, 161], "robust": [6, 49, 53, 54, 73, 161], "propag": [6, 10, 16, 32, 43, 45, 47, 52, 78, 97, 101, 102, 127, 131, 142, 148, 155, 160, 178, 198, 200], "repeat": [6, 14, 18, 19, 23, 128, 145, 147, 150, 160, 169, 177, 183, 190, 198, 199, 224, 239], "spiel": 6, "progress": [6, 8, 15, 24, 49, 52, 53, 110, 137, 158, 166, 170, 265], "observ": [6, 14, 19, 47, 51, 61, 82, 116, 117, 122, 123, 126, 137, 138, 147, 148, 153, 160, 161, 162, 164, 165, 166, 173, 177, 180, 182, 183, 186, 193, 198, 199, 200, 201, 204], "meaning": [6, 49, 60, 97, 148], "3c0711f20896": 6, "dcga": 6, "6876": 6, "1304": 6, "3776": 6, "3101": 6, "300": [6, 12, 98, 102, 122, 164, 179, 220, 232, 247], "3652": 6, "6626": 6, "400": [6, 47, 58, 59, 112, 138, 179, 186, 232, 247], "8057": 6, "2795": [6, 232], "3531": 6, "4452": 6, "600": [6, 119, 148, 161, 258], "3501": 6, "0811": 6, "700": 6, "3581": 6, "5623": 6, "800": 6, "6423": 6, "7385": 6, "900": 6, "3592": 6, "7333": 6, "4660": [6, 174], "5242": 6, "6364": 6, "0886": 6, "3717": 6, "8103": 6, "0201": 6, "3544": 6, "4522": 6, "6545": 6, "quickli": [6, 44, 82, 97, 98, 99, 103, 124, 153, 161, 166], "onto": [6, 8, 14, 16, 18, 44, 121, 137, 150, 153, 163, 164, 203], "somewher": [6, 23, 98, 99, 112], "kcpu": [6, 187, 207], "whose": [6, 42, 60, 82, 85, 97, 103, 122, 125, 148, 172, 188, 201], "insert": [6, 12, 17, 19, 49, 118, 138, 158, 164, 180, 182, 183, 198, 199, 200, 201, 202, 229, 254], "op": [6, 10, 11, 15, 21, 22, 23, 48, 82, 121, 122, 123, 124, 129, 130, 134, 136, 138, 143, 144, 145, 148, 159, 169, 177, 178, 179, 180, 182, 183, 185, 186, 187, 188, 189, 191, 192, 194, 198, 199, 200, 201, 203, 209, 222, 223, 224, 231, 245, 254], "previou": [6, 11, 13, 14, 15, 16, 17, 22, 23, 49, 52, 53, 55, 58, 59, 97, 98, 116, 117, 119, 122, 127, 128, 131, 132, 133, 135, 137, 147, 150, 153, 157, 158, 160, 161, 162, 164, 165, 166, 169, 170, 172, 173, 174, 175, 177, 178, 183, 198, 199, 200, 202, 209, 224, 262], "resid": [6, 7, 97, 135], "portabl": 6, "augment": [6, 24, 51, 117, 118, 119, 158, 167, 179], "period": [6, 49, 52, 126, 147, 169, 177], "crash": [6, 61], "middl": [6, 264], "procedur": [6, 23, 47, 120, 158, 161, 167], "restor": [6, 73, 112, 148], "session": [6, 20, 97, 105, 264], "interv": [6, 14, 52, 126, 164, 166, 174, 175], "kcheckpointeveri": 6, "str": [6, 9, 18, 19, 22, 49, 83, 90, 108, 113, 118, 122, 126, 138, 140, 143, 144, 149, 160, 163, 172, 174, 175, 186, 195, 204, 209, 210, 214, 217, 232, 239, 247], "checkpoint_count": 6, "counter": [6, 11, 49, 52, 73, 129, 136], "bump": 6, "beta1": [6, 52], "krestorefromcheckpoint": 6, "intermediari": [6, 125], "xxx": [6, 15, 45, 51], "argpars": [6, 52, 122, 123, 138, 149, 162, 163, 164, 186], "parser": [6, 98, 122, 123, 149, 162, 163, 164, 264], "argumentpars": [6, 122, 123, 149, 162, 163, 164], "add_argu": [6, 122, 123, 149, 162, 163, 164], "png": [6, 51, 119, 121, 150, 179], "parse_arg": [6, 122, 123, 149, 162, 163, 164], "sample_fil": [6, 140], "mul": [6, 40, 48, 108, 129, 145, 193, 198, 207, 232, 247], "255": [6, 12, 20, 59, 97, 140, 147, 172, 179, 180, 201, 214, 239], "uint8": [6, 20, 95, 145, 147, 179, 201], "numpi": [6, 12, 14, 17, 19, 20, 41, 44, 51, 52, 57, 60, 70, 72, 73, 75, 87, 89, 90, 92, 94, 96, 104, 105, 108, 109, 110, 117, 118, 119, 121, 127, 131, 138, 147, 150, 158, 159, 161, 164, 166, 167, 170, 172, 173, 183, 186, 190, 194, 196, 197, 198, 199, 202, 205, 230, 237, 247], "axi": [6, 13, 21, 34, 51, 52, 82, 101, 102, 109, 110, 117, 119, 127, 138, 147, 157, 158, 172, 186, 256], "subplot": [6, 14, 51, 52, 73, 117, 150, 158, 160, 166, 167, 179], "imshow": [6, 12, 34, 44, 51, 52, 73, 75, 90, 92, 94, 96, 104, 117, 158, 167, 170, 172, 179], "cmap": [6, 34, 73, 90, 94, 96, 104, 166, 170], "grai": [6, 34, 73, 104, 119, 147, 189], "get_xaxi": 6, "set_vis": 6, "get_yaxi": 6, "savefig": [6, 147, 150], "out_fil": 6, "17": [6, 21, 23, 58, 59, 92, 95, 109, 113, 145, 174, 175, 188, 204, 232, 268], "57": [6, 7, 17, 109, 127, 145, 239], "4953": 6, "0195": [6, 186], "3610": 6, "8148": 6, "4072": 6, "36760": 6, "4444": 6, "3761": 6, "8790": 6, "3977": 6, "3315": 6, "120": [6, 44, 47, 87, 92, 93, 94, 96, 105, 112, 117, 135, 150, 157, 158, 164, 170, 239, 240, 241, 242, 243, 244, 249, 250, 251], "8084": 6, "hoorai": [6, 25], "ball": 6, "court": 6, "digest": 6, "necess": [6, 49], "broad": [6, 57], "space": [6, 14, 22, 49, 52, 60, 73, 97, 98, 102, 103, 113, 115, 126, 137, 147, 153, 160, 161, 164, 166, 169, 170, 172, 195, 264, 265], "consult": [6, 153, 198, 263], "stuck": 6, "whenev": [6, 22, 53, 67, 69, 98, 99, 111], "rate": [6, 7, 43, 52, 87, 97, 99, 104, 115, 117, 122, 123, 126, 127, 147, 149, 158, 160, 161, 163, 179, 217, 237], "pritam": [7, 16], "damania": [7, 16], "torchtext": [7, 38, 42, 50, 92, 96, 113, 118, 121, 127, 166, 237], "positionalencod": [7, 118], "inject": 7, "posit": [7, 14, 17, 90, 99, 113, 118, 121, 138, 154, 160, 161, 165, 166, 172, 202, 230, 262], "token": [7, 9, 17, 42, 49, 60, 75, 103, 113, 115, 116, 118, 122, 124, 128, 165, 166, 182, 186, 202], "sine": [7, 14, 92, 95], "cosin": [7, 14], "os": [7, 9, 11, 17, 18, 19, 33, 34, 49, 50, 51, 52, 53, 55, 60, 87, 90, 117, 122, 123, 125, 127, 128, 134, 135, 136, 138, 147, 149, 156, 158, 159, 162, 163, 164, 176, 179, 182, 183, 186, 195, 196, 198, 199, 209, 213, 214, 215, 216, 229, 232, 235, 247, 260], "transformerencod": [7, 42, 93], "transformerencoderlay": [7, 42, 93, 165], "d_model": [7, 118], "max_len": [7, 118], "pe": 7, "arang": [7, 73, 118, 147, 150, 170, 190, 191, 192, 194, 245, 246, 256], "div_term": 7, "10000": [7, 44, 52, 92, 98, 118, 127, 137, 161, 164, 232, 247], "sin": [7, 14, 63, 64, 65, 67, 68, 69, 71, 72, 89, 95, 111, 118, 146, 173, 174, 175, 193, 248, 264], "co": [7, 14, 89, 103, 118, 173, 174, 175, 239, 248, 265], "replica": [7, 55, 56, 61, 79, 123, 134, 136, 150], "drive": [7, 16, 25, 52, 58, 59, 60, 121, 147, 190], "largest": [7, 60, 83, 161, 172, 186], "nlayer": [7, 9, 93, 164, 182, 196], "decod": [7, 9, 98, 113, 118, 122, 164, 165, 178, 182, 185, 196, 231, 254], "platform": [7, 20, 23, 105, 134, 136, 169, 195, 223, 227], "win32": 7, "exit": [7, 16, 142, 162, 163, 164, 211, 212], "device_count": [7, 11, 45, 53, 55, 87, 95, 123, 134, 151, 215, 216], "least": [7, 47, 58, 59, 73, 112, 113, 126, 128, 134, 147, 159, 166, 195, 224, 264, 265], "ntoken": [7, 9, 164, 182, 196], "ninp": [7, 9, 164, 182, 196], "pos_encod": 7, "init_weight": [7, 9, 115, 182, 196], "initrang": [7, 9, 115, 182, 196], "src": [7, 10, 11, 108, 118, 136, 156, 207, 209, 223, 245, 247], "zero_": [7, 9, 32, 104, 115, 156, 164, 167, 182, 196], "inp": [7, 19, 32, 49, 117, 143, 158, 163, 166, 167, 173, 175, 233, 240], "permut": [7, 90, 97, 110, 147, 148, 159, 166, 172, 174, 175, 179, 184], "run_work": [7, 16, 135, 162, 163, 164, 213], "rank": [7, 11, 16, 18, 42, 45, 53, 55, 82, 121, 122, 123, 134, 135, 136, 156, 162, 163, 164, 176, 194, 213, 215, 216, 260, 262], "world_siz": [7, 11, 16, 18, 24, 53, 55, 122, 123, 134, 135, 136, 156, 162, 163, 164, 176, 213, 215, 216, 260], "wikitext": [7, 9, 182, 194], "torchdata": [7, 50, 113, 115, 116, 118], "vocab": [7, 75, 99, 102, 103, 115, 116, 118, 124, 138, 186], "numeric": [7, 118], "batchifi": [7, 9, 182], "arrang": [7, 17, 202], "trim": [7, 9, 12, 60, 166, 182, 247], "alphabet": 7, "26": [7, 23, 145, 147, 148, 159, 164], "bmatrix": [7, 17, 102, 202], "text": [7, 17, 34, 38, 40, 44, 52, 73, 75, 85, 98, 99, 101, 102, 103, 113, 115, 116, 118, 120, 121, 122, 127, 128, 136, 138, 160, 161, 166, 169, 172, 182, 197, 202, 252, 265, 267], "c": [7, 12, 15, 18, 19, 21, 25, 38, 43, 49, 51, 63, 64, 65, 67, 71, 72, 85, 89, 90, 94, 95, 97, 103, 104, 108, 110, 111, 112, 115, 121, 127, 128, 129, 130, 131, 136, 138, 140, 143, 145, 147, 148, 159, 164, 165, 166, 172, 174, 175, 176, 189, 192, 200, 210, 222, 224, 226, 227, 231, 232, 245, 246, 252, 254, 265], "ldot": 7, "rightarrow": [7, 98, 136, 161], "j": [7, 22, 23, 32, 43, 44, 58, 59, 73, 89, 92, 94, 96, 97, 98, 102, 103, 117, 127, 138, 151, 166, 195], "k": [7, 12, 17, 19, 49, 58, 59, 60, 82, 90, 98, 105, 108, 124, 138, 148, 151, 155, 162, 163, 165, 179, 183, 198, 199, 202, 210], "u": [7, 14, 115, 118, 195], "treat": [7, 60, 75, 103, 113, 155, 162, 173, 204, 254], "print_with_rank": 7, "msg": [7, 188, 214], "wikitext2": 7, "get_token": [7, 115, 118], "build_vocab_from_iter": [7, 115, 116, 118], "train_it": [7, 115, 118], "basic_english": [7, 115], "unk": [7, 115, 116, 118], "set_default_index": [7, 115, 116, 118], "data_process": 7, "raw_text_it": 7, "tupl": [7, 9, 20, 48, 51, 58, 59, 60, 78, 80, 82, 97, 102, 103, 110, 115, 116, 138, 142, 143, 147, 148, 161, 174, 175, 179, 182, 183, 186, 193, 201, 210, 231, 258], "filter": [7, 13, 24, 49, 83, 97, 125, 138, 158, 166, 186, 209, 247], "val_it": [7, 118], "test_it": [7, 115], "train_data": [7, 55, 166], "val_data": 7, "test_data": [7, 9, 20, 34, 37, 38, 99, 182], "bsz": [7, 9, 136, 182, 196], "is_train": 7, "nbatch": [7, 9, 182], "wouldn": [7, 9, 17, 103, 123, 137, 182, 202], "cleanli": [7, 9, 182, 212], "narrow": [7, 9, 80, 145, 182, 194], "evenli": [7, 9, 18, 182], "data_per_rank": 7, "eval_batch_s": [7, 9, 19, 24, 138, 182, 183, 186, 198, 199], "get_batch": [7, 9, 182], "subdivid": [7, 8], "bptt": [7, 9, 182], "35": [7, 17, 73, 124, 148, 204, 220, 222], "seq_len": [7, 9, 165, 182], "min": [7, 9, 19, 52, 82, 87, 97, 104, 117, 136, 147, 156, 158, 160, 162, 164, 172, 174, 175, 177, 178, 179, 182, 198, 201], "4096": [7, 18, 176, 220, 231], "billion": [7, 122, 124], "rpc": [7, 109, 121, 134, 150, 217, 252], "rref": [7, 16, 61, 135, 162, 163, 213, 217], "expans": [7, 135], "replic": [7, 16, 18, 56, 60, 61, 79, 121, 123, 124, 132, 134, 136, 150, 163, 164, 216], "distributeddataparallel": [7, 16, 55, 56, 120, 122, 123, 136, 156, 164, 176, 231, 260], "vocabulari": [7, 49, 60, 103, 115, 118, 124, 138, 194], "emsiz": [7, 115], "nhid": [7, 9, 164, 182, 196], "feedforward": [7, 124], "nhead": [7, 118, 194], "multihead": [7, 42], "tmpfile": 7, "namedtemporaryfil": 7, "init_rpc": [7, 16, 135, 162, 163, 164, 213], "rpc_backend_opt": [7, 16, 135, 213], "tensorpiperpcbackendopt": [7, 16, 135, 213], "init_method": [7, 16, 134, 136], "_transport": 7, "_channel": 7, "longer": [7, 12, 42, 52, 78, 99, 113, 125, 130, 145, 150, 153, 157, 161, 162, 173, 177, 178, 194, 198, 199, 212, 262], "ibv": 7, "uv": 7, "cuda_ipc": 7, "cuda_bas": 7, "num_gpu": [7, 163], "partition_len": 7, "tmp_list": 7, "module_list": 7, "transformer_block": [7, 124], "checkpoint": [7, 39, 49, 60, 61, 75, 87, 117, 132, 153, 185, 215, 221, 231, 236, 238, 242, 244, 248], "ddp": [7, 11, 16, 53, 54, 61, 121, 122, 123, 124, 133, 169, 216, 260], "master_addr": [7, 11, 18, 53, 55, 123, 134, 135, 136, 156, 162, 163, 164, 176, 213, 215, 260], "localhost": [7, 11, 16, 18, 53, 55, 94, 123, 127, 134, 135, 140, 156, 162, 163, 164, 169, 170, 176, 213, 214, 215, 216, 246, 260], "master_port": [7, 11, 18, 53, 55, 123, 134, 135, 136, 156, 162, 163, 164, 176, 213, 215, 260], "29500": [7, 11, 16, 18, 135, 136, 156, 162, 163, 164, 176, 213, 260], "init_process_group": [7, 11, 16, 18, 53, 55, 61, 122, 123, 134, 136, 156, 176, 215, 216, 260], "nccl": [7, 11, 18, 53, 55, 82, 122, 123, 124, 134, 136, 169, 176, 215, 216], "get_total_param": 7, "total_param": 7, "crossentropyloss": [7, 9, 16, 19, 37, 38, 44, 78, 87, 92, 94, 96, 97, 99, 110, 115, 117, 118, 124, 158, 164, 169, 170, 173, 182, 183, 198, 199, 221, 251, 255], "steplr": [7, 110, 115, 117, 122, 123, 130, 158, 179], "togeth": [7, 11, 17, 21, 25, 49, 51, 59, 60, 75, 85, 97, 101, 113, 118, 123, 130, 137, 139, 159, 162, 164, 166, 172, 189, 198, 200, 201, 202, 254], "prevent": [7, 49, 55, 76, 109, 118, 125, 128, 134, 145, 147], "explod": [7, 49, 127], "criterion": [7, 9, 12, 16, 19, 44, 47, 52, 65, 67, 87, 92, 94, 97, 111, 115, 117, 127, 128, 158, 161, 164, 166, 169, 170, 182, 183, 198, 199, 221, 246, 251, 255], "schedul": [7, 11, 14, 82, 87, 115, 117, 122, 123, 130, 134, 145, 158, 160, 161, 169, 177, 179, 239], "lr_schedul": [7, 14, 110, 115, 117, 122, 123, 130, 158, 160, 179, 212], "95": [7, 115, 126, 137, 160, 164, 178, 180, 220], "total_loss": [7, 9, 103, 128, 166, 182], "start_tim": [7, 19, 115, 118, 199, 231, 238], "node": [7, 8, 18, 20, 23, 32, 43, 47, 53, 54, 55, 56, 63, 98, 108, 110, 120, 122, 132, 133, 134, 143, 144, 145, 163, 166, 177, 187, 199, 200, 201, 254], "local_valu": [7, 162, 163], "log_interv": [7, 115, 164], "cur_loss": 7, "elaps": [7, 9, 19, 115, 123, 144, 166, 182, 186], "5d": [7, 37, 38, 44, 87, 92, 115, 251], "02": [7, 52, 145, 150, 164, 220], "ms": [7, 17, 19, 119, 145, 159, 177, 178, 185, 202], "ppl": 7, "get_last_lr": 7, "eval_model": 7, "data_sourc": [7, 9, 182], "output_flat": [7, 9, 182], "best_val_loss": [7, 122], "inf": [7, 118, 122, 192, 194, 196], "best_model": 7, "epoch_start_tim": [7, 115], "val_loss": [7, 87, 104, 118, 122], "89": [7, 145, 164, 177], "test_loss": [7, 37, 38, 123, 130, 167], "mp": [7, 11, 15, 16, 33, 38, 53, 55, 121, 122, 123, 134, 135, 136, 162, 163, 164, 213, 215, 260], "__name__": [7, 11, 12, 16, 51, 52, 53, 55, 78, 87, 122, 123, 134, 135, 136, 138, 140, 148, 149, 162, 163, 164, 186, 188, 195, 213, 214, 215, 227, 260], "__main__": [7, 11, 16, 51, 53, 55, 87, 122, 123, 134, 135, 136, 140, 149, 162, 163, 164, 188, 195, 213, 214, 215, 227, 232, 260], "arg": [7, 16, 18, 19, 21, 51, 53, 55, 73, 101, 110, 112, 122, 123, 125, 134, 135, 136, 138, 143, 144, 148, 149, 150, 157, 158, 161, 162, 163, 164, 165, 172, 173, 174, 175, 185, 186, 187, 194, 195, 199, 201, 211, 213, 215, 217, 221, 245, 260, 268], "nproc": [7, 11, 16, 53, 55, 123, 134, 135, 162, 164, 213, 215, 260], "join": [7, 9, 10, 16, 18, 34, 44, 48, 49, 50, 51, 53, 60, 61, 92, 96, 117, 118, 120, 123, 125, 127, 128, 134, 135, 136, 138, 158, 160, 162, 163, 164, 166, 179, 182, 186, 213, 215, 232, 247, 260], "00": [7, 92, 109, 145, 164, 172, 185, 188, 220], "778": 7, "97": [7, 145, 164, 220], "43": [7, 119, 150, 220, 232], "31": [7, 122, 145, 146, 201, 220, 232, 239, 247], "6432469059895903232": 7, "90": [7, 127, 138, 164, 166, 192], "44": [7, 17, 145, 164, 202], "21245447128217366528": 7, "699": 7, "21176949187407757312": 7, "87": [7, 24, 109, 164, 232], "62": [7, 115, 164, 202], "23975861229620961280": 7, "698": 7, "86": [7, 17, 145, 159, 164, 202, 232], "41": [7, 17, 123, 159, 177, 232, 239], "1193312915629888256": 7, "40": [7, 113, 123, 147, 148, 150, 157, 164, 166, 177, 187, 193, 196, 202, 220, 232], "69": [7, 90, 174, 186, 232], "471605759847546240": 7, "34": [7, 109, 159, 213, 220, 224, 232, 239, 247], "42812308420836458496": 7, "33": [7, 146, 159, 164, 177, 178, 188, 232], "68": [7, 17, 51, 127, 138, 145, 178, 232], "68839569686012223488": 7, "08": [7, 122, 145, 164, 222, 232], "80": [7, 87, 115, 126, 148, 164, 166, 192, 235], "22": [7, 17, 145, 148, 164, 205, 220, 232], "09": [7, 17, 49, 145, 164, 177, 202, 220], "75": [7, 22, 23, 97, 115, 117, 123, 150, 158, 235], "768": [7, 138, 148, 186, 202], "51": [7, 119, 127, 148, 150, 164, 177, 220], "36": [7, 17, 115, 159], "6063529544668166": 7, "769": 7, "23": [7, 17, 95, 145, 164, 177, 185, 220, 232, 239, 247, 265], "17651211266236086": 7, "3798441739584": 7, "56": [7, 19, 148, 159, 177, 202, 232, 239], "29": [7, 138, 159, 164, 209, 232], "5203636967575": 7, "47": [7, 17, 87, 127, 148, 232, 239], "2212498693571": 7, "05": [7, 14, 16, 20, 21, 73, 115, 122, 135, 161, 164, 180, 219, 220], "2015144761281": 7, "13121380184": 7, "92": [7, 17, 202, 232], "14653799192": 7, "39": [7, 123, 127, 164, 220, 232], "24": [7, 17, 19, 113, 145, 159, 174, 185, 192, 202, 232], "98": [7, 51, 118, 145, 164, 188, 220], "361681": 7, "287876": 7, "61": [7, 19, 109, 148, 202, 220], "164364": 7, "60": [7, 34, 105, 110, 117, 122, 127, 128, 148, 150, 158, 159, 164, 166, 170, 192, 239], "159095": 7, "697": [7, 220], "54261": 7, "91": [7, 17, 164, 202, 220, 232], "72": [7, 17, 159, 232], "53372": 7, "49": [7, 17, 148, 150, 164, 186, 202, 232], "78": [7, 17, 202, 232], "47948": 7, "79": [7, 17, 145, 198, 202, 232, 239], "48664": 7, "42": [7, 23, 73, 97, 127, 138, 164, 177, 186, 209, 232], "96": [7, 19, 145, 148, 164], "38": [7, 109, 164, 178, 247], "46": [7, 17, 138, 145, 148, 159, 177], "ddp_pipelin": 7, "respons": [8, 11, 16, 18, 49, 60, 108, 121, 124, 130, 134, 136, 140, 162, 163, 166, 173, 178, 209, 230, 259, 264], "nontrivi": [8, 210], "cut": [8, 113, 119, 264], "concern": [8, 21, 61, 99, 190, 198], "rule": [8, 22, 43, 47, 60, 102, 103, 125, 130, 139, 146, 154, 155, 160, 161, 183], "vmap": [8, 121, 142, 146, 151, 155, 197], "statement": [8, 21, 25, 43, 45, 60, 65, 98, 111, 166, 174, 175, 184, 233, 264], "convers": [8, 49, 95, 112, 148, 166, 178, 190, 195, 224, 229], "basic": [8, 11, 15, 16, 23, 24, 49, 54, 56, 57, 61, 75, 86, 97, 100, 103, 105, 107, 108, 113, 115, 121, 124, 127, 130, 145, 160, 165, 191, 194, 252, 254, 265], "registr": [8, 10, 15, 22, 23, 209, 221], "highest": [8, 19, 44, 49, 58, 59, 60, 128, 161, 172], "transfer": [8, 22, 44, 58, 59, 79, 80, 97, 98, 112, 117, 121, 136, 159, 163, 169, 179, 207, 229, 233, 254, 263], "redispatch": 8, "happen": [8, 21, 23, 25, 32, 43, 52, 97, 99, 105, 122, 124, 131, 136, 142, 157, 162, 169, 170, 185, 186, 198, 200, 209, 210], "unlik": [8, 12, 17, 60, 97, 125, 142, 143, 148, 158, 166, 202], "style": [8, 60, 113, 115, 124, 179, 209, 262, 264, 265], "abid": [8, 52], "myop": 8, "myadd": [8, 10], "myadd_cpu": 8, "self_": 8, "other_": 8, "torch_internal_assert": 8, "devicetyp": [8, 15], "self_ptr": 8, "data_ptr": [8, 23, 59, 187, 209], "other_ptr": 8, "result_ptr": 8, "torch_library_impl": [8, 10, 15], "impl": [8, 10, 15, 108, 174, 175, 247], "myadd_cuda": 8, "boundari": [8, 61, 135, 160, 169], "myops_cpu": 8, "myops_cuda": 8, "xla": [8, 10, 15, 245], "torch_xla": [8, 10], "useabl": 8, "behav": [8, 12, 20, 60, 80, 148, 154, 162, 199, 266], "autogradnotimplementedfallback": 8, "notimpl": 8, "preserv": [8, 17, 22, 25, 49, 107, 121, 135, 148, 157, 178, 184, 191, 202, 204, 224, 250, 264], "require_grad": 8, "ness": 8, "pin": [8, 125, 263], "lost": [8, 17, 99, 148, 202], "mutat": [8, 10, 139, 155, 174, 175, 206, 212], "alias": [8, 10], "adinplaceorview": 8, "bookkeep": 8, "autogradnotimplementedinplaceorviewfallback": 8, "logi": 8, "properli": [8, 9, 10, 14, 23, 50, 55, 97, 118, 131, 134, 136, 148, 150, 153, 154, 160, 162, 163, 164, 166, 177, 189, 190, 192, 195, 203, 210, 225, 226], "annot": [8, 10, 18, 21, 22, 23, 51, 60, 99, 108, 118, 138, 172, 173, 178, 217], "guess": [8, 43, 49, 52, 113, 127, 166], "twist": [8, 113], "constitut": [8, 14], "hood": [8, 14, 19, 49, 52, 54, 56, 124, 125, 146, 147, 164, 193], "singleton": [8, 163], "findschemaorthrow": 8, "decltyp": [8, 145], "qualifi": [8, 22, 108], "overload": [8, 22, 108], "typic": [8, 11, 14, 19, 21, 43, 47, 48, 54, 55, 58, 59, 82, 98, 99, 103, 115, 119, 124, 126, 130, 132, 145, 153, 160, 163, 172, 173, 174, 175, 177, 178, 201, 214, 221, 229, 233], "cast": [8, 13, 17, 18, 108, 109, 122, 202], "lookup": [8, 16, 103, 115, 164, 176], "typo": 8, "myaddfunct": [8, 10], "autononvariabletypemod": [8, 10, 59, 209], "myadd_autograd": [8, 10], "except": [8, 11, 17, 23, 43, 44, 48, 49, 52, 58, 59, 60, 61, 76, 79, 80, 87, 95, 99, 102, 104, 117, 125, 127, 135, 138, 139, 140, 142, 143, 146, 148, 150, 155, 156, 158, 165, 166, 173, 174, 175, 185, 191, 194, 197, 201, 202, 203, 204, 206, 207, 221, 223, 247], "raii": 8, "guard": [8, 59, 134, 174, 200, 209, 212], "infinit": 8, "overflow": [8, 49, 185], "send": [8, 10, 11, 12, 44, 45, 61, 73, 78, 87, 115, 136, 140, 147, 156, 158, 162, 163, 164, 174, 175], "consider": [8, 10, 20, 123, 174, 175], "handler": [8, 172, 178, 259], "autogradcpu": 8, "autogradcuda": 8, "pythondispatch": 8, "_python_dispatch": 8, "isn": [8, 98, 142, 143, 159, 170, 192, 262, 264], "glorifi": 8, "add_cpu": 8, "add_cuda": 8, "unsupport": [8, 173, 174, 175, 178], "decentr": 8, "importantli": [8, 19, 23, 42, 131, 153, 190], "parti": [8, 22, 23, 156], "aspect": [8, 15, 51, 73, 136, 179], "patch": [8, 10, 161], "dispatchkei": [8, 10], "varieti": [8, 24, 49, 112, 128, 193], "fallback": [8, 10, 15, 186], "behavior": [8, 10, 11, 12, 14, 22, 25, 49, 51, 102, 108, 137, 144, 145, 148, 150, 153, 174, 175, 191, 192, 198, 199, 203, 224], "opt": [8, 16, 22, 104, 110, 126, 135, 148, 153, 156, 163, 164, 169, 173, 185, 203, 211, 212, 231, 238], "amp": [8, 15, 61, 148, 208, 221, 252, 255], "incom": [8, 169], "float16": [8, 15, 122, 138, 148, 165, 208, 231], "float32": [8, 14, 23, 85, 122, 145, 148, 159, 161, 164, 173, 187, 190, 200, 201, 231, 245, 248], "matmul": [8, 17, 23, 32, 40, 48, 95, 124, 145, 185, 194, 202, 206, 208, 209, 231], "impair": 8, "converg": [8, 49, 52, 64, 97, 111, 112, 124, 136, 154, 161, 166, 212], "hypothet": 8, "autocast_mod": 8, "mymatmul_autocast": 8, "excludedispatchkeyguard": 8, "no_autocast": 8, "mymatmul": 8, "cached_cast": 8, "khalf": 8, "elig": 8, "polici": [8, 15, 121, 123, 147, 161, 162, 164], "mixtur": 8, "meanwhil": [8, 125, 145, 191, 221], "float64": [8, 95], "unaffect": [8, 97], "forc": [8, 14, 17, 23, 49, 60, 127, 166, 173, 190, 192, 202, 262], "fallthrough": 8, "occur": [8, 11, 19, 23, 25, 53, 75, 78, 82, 97, 116, 145, 148, 162, 163, 169, 172, 174, 175, 178, 185, 186], "fall": [8, 15, 154, 161], "aren": [8, 131, 137, 192], "dri": [8, 169], "reduct": [8, 9, 58, 59, 65, 67, 68, 69, 111, 119, 122, 123, 125, 130, 138, 153, 156, 169, 172, 182, 190, 192, 197, 224], "gemm": [8, 145, 177, 178, 200, 220], "unless": [8, 20, 48, 99, 130, 138, 160, 183, 185, 186, 206], "categori": [8, 10, 19, 49, 73, 82, 117, 127, 128, 166, 169, 174, 175, 183, 190, 191, 192, 193, 198, 199, 209], "promote_typ": 8, "widest": 8, "safest": 8, "my_multiple_input_op_autocast": 8, "t0": [8, 122, 165, 185, 191, 211, 232], "t1": [8, 40, 48, 191, 232, 245], "optimist": 8, "exec_typ": 8, "my_multiple_input_op": 8, "myadd_autocast": 8, "gymnast": 8, "invoc": [8, 25, 144, 162, 178], "stabil": [8, 97, 161, 259], "41478": 8, "jame": [9, 25, 113, 144], "reed": [9, 25, 144], "seth": [9, 19, 36], "weidman": [9, 19], "io": [9, 34, 49, 51, 58, 60, 94, 119, 121, 127, 128, 140, 149, 162, 165, 166, 172, 179, 182, 197, 209, 214, 228, 229, 230, 252, 254], "lstmmodel": [9, 182, 196], "drop": [9, 23, 50, 105, 132, 153, 164, 177, 182, 185, 225, 226, 262], "emb": [9, 23, 93, 98, 102, 103, 137, 164, 182, 196, 265], "init_hidden": [9, 98, 182, 196], "new_zero": [9, 196], "corpu": [9, 49, 50, 60, 138, 182, 194], "preprocess": [9, 20, 42, 51, 58, 59, 60, 97, 104, 113, 116, 127, 159, 166, 172, 188, 205], "dictionari": [9, 14, 49, 58, 59, 60, 82, 103, 105, 112, 127, 128, 140, 153, 155, 160, 162, 163, 166, 172, 182, 186, 196], "word2idx": [9, 182], "idx2word": [9, 182], "add_word": [9, 182], "__len__": [9, 45, 51, 104, 136, 161, 179, 182], "train": [9, 10, 12, 16, 17, 18, 20, 23, 32, 34, 37, 38, 41, 42, 43, 46, 47, 51, 54, 56, 57, 58, 59, 60, 63, 64, 65, 67, 68, 69, 73, 75, 79, 82, 85, 91, 92, 94, 96, 97, 98, 100, 102, 103, 104, 105, 111, 113, 116, 118, 119, 121, 123, 126, 129, 130, 134, 138, 143, 147, 148, 149, 150, 151, 154, 155, 156, 159, 162, 163, 164, 165, 169, 172, 173, 176, 177, 179, 184, 186, 188, 192, 195, 197, 201, 202, 212, 222, 225, 226, 228, 242, 244, 246, 251, 252, 254, 255, 258], "utf8": [9, 182], "eo": [9, 49, 60, 113, 116, 118, 128, 166, 182], "idss": [9, 182], "int64": [9, 14, 60, 85, 95, 115, 145, 176, 179, 182, 193], "model_data_filepath": [9, 182], "512": [9, 12, 18, 33, 37, 38, 43, 75, 97, 113, 118, 122, 135, 145, 146, 147, 165, 179, 182, 194, 196, 202, 208, 221, 231, 232, 239], "word_language_model_quant": [9, 182], "map_loc": [9, 20, 49, 60, 73, 112, 134, 172, 182, 231, 238, 241], "input_": [9, 196], "randint": [9, 16, 34, 51, 52, 65, 111, 127, 128, 138, 139, 145, 147, 148, 155, 165, 173, 186, 191, 196, 221], "temperatur": [9, 97, 115], "num_word": [9, 49, 60], "outf": 9, "word_weight": 9, "div": [9, 12, 129, 145, 190, 192, 193, 198], "word_idx": 9, "multinomi": 9, "utf": [9, 49, 111, 127, 128, 138, 166, 209, 264, 265], "19": [9, 12, 17, 23, 60, 95, 127, 145, 161, 175, 185, 187, 202, 239, 265, 268], "all_output": 9, "gpt": [9, 54, 123, 132, 133], "almost": [9, 12, 19, 80, 102, 103, 123, 124, 137, 159, 177, 185], "repackage_hidden": [9, 182], "isinst": [9, 12, 14, 17, 19, 49, 51, 73, 125, 135, 143, 147, 148, 157, 182, 183, 186, 187, 198, 199, 201, 202, 245], "model_": [9, 96, 182], "quantize_dynam": [9, 119, 138, 196, 229, 235], "int8": [9, 19, 95, 138, 159, 178, 185, 186, 198, 200, 201, 222, 224, 229, 235], "quantized_model": [9, 19, 119, 138, 182, 183, 186, 198, 199], "qint8": [9, 119, 138, 180, 196, 229, 235], "print_size_of_model": [9, 19, 138, 182, 183, 186, 198, 199, 235], "mb": [9, 19, 109, 123, 138, 176, 182, 183, 186, 198, 199, 229, 239, 260], "getsiz": [9, 19, 138, 182, 183, 186, 198, 199, 229, 235], "set_num_thread": [9, 138, 159, 182, 186], "time_model_evalu": [9, 138, 182, 186], "nelaps": [9, 182], "1f": [9, 37, 38, 44, 49, 138, 170, 182, 186, 232], "macbook": [9, 19, 138, 166], "pro": [9, 19, 138], "welcom": [9, 19, 138, 186, 188, 189, 196, 205, 223], "dynamic_quantization_tutori": [9, 235], "outsid": [10, 14, 15, 23, 45, 60, 121, 124, 130, 169, 172, 174, 190, 264], "repo": [10, 15, 18, 19, 54, 58, 59, 82, 119, 121, 127, 132, 136, 138, 162, 163, 185, 195], "solut": [10, 17, 52, 60, 112, 121, 135, 145, 150, 155, 172, 173, 177, 192, 194, 202], "pr": [10, 170, 221], "propos": [10, 24, 124, 137, 154, 190, 192], "request": [10, 25, 43, 87, 104, 119, 122, 140, 154, 159, 162, 163, 167, 174, 175, 177, 178, 187, 192, 193, 214, 230], "hardwar": [10, 15, 17, 20, 48, 50, 60, 97, 105, 136, 139, 146, 148, 150, 155, 156, 157, 178, 185, 202, 221, 224, 233], "googl": [10, 17, 21, 24, 25, 42, 49, 52, 75, 104, 119, 121, 137, 138, 160, 161, 169, 205, 209, 262], "tpu": [10, 149, 156], "chip": [10, 178, 189], "layout": [10, 17, 124, 142, 178, 190, 193, 194, 197, 202, 245], "spars": [10, 16, 99, 103, 115, 121, 137, 157, 192, 197], "quantiz": [10, 58, 59, 97, 117, 121, 153, 159, 178, 195, 197, 219, 222, 228, 235, 236, 252, 254], "enforc": [10, 14, 22, 60, 98, 126, 150, 154, 174, 175, 190, 191], "mainli": [10, 14, 15, 18, 138, 145, 169, 173, 200, 201], "haven": [10, 23, 87, 98, 102, 103, 139, 144, 155], "addtion": 10, "identifi": [10, 17, 53, 55, 73, 82, 83, 109, 113, 133, 147, 148, 157, 163, 178, 179, 183, 186, 193, 201, 202], "carri": [10, 14, 49, 52, 97, 101, 132, 137, 148, 166], "privateuse1": [10, 121], "autogradprivateuse1": [10, 15], "privateuse2": [10, 15], "autogradprivateuse2": [10, 15], "privateuse3": [10, 15], "autogradprivateuse3": [10, 15], "tensorimpl": [10, 15, 232, 247], "storag": [10, 15, 20, 101, 112, 125, 137, 139, 147, 148, 160, 169, 190, 192, 193, 203, 210, 224, 231], "dispatchkeyset": [10, 15], "ks": 10, "caffe2": [10, 85, 188], "typemeta": 10, "data_typ": [10, 101], "opaquetensorimpl": 10, "tweak": [10, 49], "overrid": [10, 15, 40, 48, 51, 59, 68, 99, 108, 111, 144, 148, 150, 156, 172, 186, 189, 209], "vulkan": [10, 197, 254], "submit": [10, 221], "dispath": 10, "registrationdeclar": 10, "ab": [10, 13, 85, 92, 95, 173, 183, 194, 208, 235, 239], "schema": [10, 20, 23, 209], "abs_": 10, "abs_out": 10, "absolute_": 10, "absolute_out": 10, "angl": [10, 14, 95, 103], "angle_out": 10, "sgn": 10, "uniqu": [10, 17, 49, 53, 55, 95, 98, 99, 100, 102, 103, 116, 122, 133, 163, 166, 179, 190, 202, 259], "boolean": [10, 73, 137, 174, 175, 254], "impli": [10, 97, 102, 138], "schema_my_op1": 10, "my_op1": 10, "schema_my_op2": 10, "my_op2": 10, "schema_my_op2_backward": 10, "my_op2_backward": 10, "zoom": [10, 82, 126, 169, 172], "1600": [10, 232, 247], "grow": [10, 49, 61, 99, 125, 132, 176], "unrealist": 10, "classifi": [10, 12, 19, 24, 43, 46, 47, 52, 57, 73, 82, 87, 97, 112, 117, 127, 128, 138, 147, 179, 195, 265], "metadata": [10, 17, 22, 94, 142, 160, 170, 174, 175, 202, 262], "accompani": 10, "comment": [10, 136, 153, 166, 189, 190, 206, 221, 223, 233, 264], "sacrif": [10, 157], "max_pool2d": [10, 47, 73, 92, 93, 105, 123, 130, 155, 157, 163, 167, 204, 207, 222, 234, 239], "formula": [10, 97, 142, 160], "mathemat": [10, 13, 43, 48, 64, 101, 136, 160], "worri": [10, 52, 99, 130, 131, 134, 144, 153, 164], "my_op": [10, 23, 209], "op_backward": 10, "proper": [10, 32, 122, 124, 134, 148, 150, 160, 164, 172, 177, 190], "rare": [10, 15, 49, 117, 166], "assumpt": [10, 14, 60, 73, 97, 103, 151], "myadd_schema": 10, "my_add": 10, "setuptool": [10, 156, 169], "_xlac": 10, "torch_xla_sourc": 10, "extra_compile_arg": 10, "library_dir": 10, "extra_link_arg": 10, "make_relative_rpath": 10, "seamlessli": [10, 14, 53, 78, 124, 200], "nm": [10, 151, 221], "torchvsion": 10, "adhoc": 10, "unbox": 10, "potenti": [10, 14, 25, 73, 98, 122, 163, 179, 197, 198, 200, 267], "wiki": [10, 33, 142, 148, 154, 182], "suit": [10, 109, 160, 183, 197, 198, 200], "ship": [10, 44, 61, 92, 113, 251], "guarante": [10, 97, 133, 136, 148, 157, 163, 164, 175, 177, 191], "delet": [10, 17, 83, 125, 130, 134, 153, 164, 172, 185, 189, 204, 254], "old": [10, 19, 103, 112, 113, 119, 157, 169, 182, 183, 194, 224, 229], "until": [10, 16, 49, 60, 82, 113, 122, 128, 135, 136, 137, 145, 153, 160, 162, 163, 164, 169, 190], "interrupt": [10, 53, 87, 166], "quarterli": 10, "cadenc": 10, "announc": [10, 115], "slack": [10, 44, 79], "Not": [10, 16, 58, 59, 113, 134, 159, 174, 260], "search": [10, 18, 49, 75, 113, 121, 126, 145, 157, 174, 175, 185, 205, 262], "instantiate_device_type_test": 10, "testtorchdevicetyp": 10, "testviewop": 10, "testtensordeviceop": 10, "testtypepromot": 10, "etc": [10, 44, 45, 47, 49, 51, 61, 69, 79, 98, 99, 100, 101, 102, 110, 112, 124, 157, 160, 161, 166, 174, 175, 177, 178, 182, 183, 192, 201, 221, 262, 264], "__reduce_ex__": 10, "monkei": 10, "direct": [10, 23, 25, 43, 47, 52, 73, 103, 113, 126, 136, 138, 142, 147, 151, 154, 166, 185, 193, 217, 268], "suppos": [10, 12, 22, 97, 98, 99, 103, 123, 140, 179, 180, 221], "vice": [10, 23, 48, 80, 229], "versa": [10, 23, 48, 80, 229], "Such": [10, 11], "seamless": [10, 78, 200], "coverag": [10, 142, 146, 148, 194, 198, 200], "comprehens": [10, 21, 24, 48, 79, 108, 145, 200], "bahavior": 10, "refactor": [10, 112, 132], "codegen": [10, 145], "dev": [10, 99, 104, 129, 138, 159, 169, 172, 186, 197, 209, 227, 231, 259], "andrew": [11, 180, 199], "gu": 11, "shard": [11, 61, 120, 121, 132, 155, 176, 216], "saw": [11, 14, 21, 23, 49, 59, 60, 99, 101, 142, 143, 146, 147], "skeleton": [11, 14], "implicitli": [11, 43, 49, 123, 131, 165, 201], "particip": [11, 61, 113, 133, 135, 163], "hang": [11, 55, 61, 113, 128], "persist": [11, 22, 264], "earli": [11, 23, 52, 87, 113, 126, 134, 136, 180, 192], "shadow": [11, 196], "hook": [11, 107, 124, 134, 157], "num_input": 11, "device_id": [11, 16, 55, 79, 112, 122, 134, 241, 260], "arbitrarili": [11, 49, 97], "prior": [11, 15, 19, 42, 50, 52, 97, 115, 134, 147, 157, 170, 177, 178, 198], "notabl": [11, 19, 87, 195], "addition": [11, 12, 82, 115, 125, 126, 134, 177, 178, 179, 200], "divide_by_initial_world_s": 11, "world": [11, 14, 18, 23, 42, 54, 58, 59, 99, 103, 115, 124, 126, 136, 140, 144, 147, 150, 156, 161, 162, 163, 194, 264], "nonetheless": [11, 97, 264], "mind": [11, 49, 52, 85, 97, 108, 133, 151, 177, 219, 264], "preliminari": [11, 138], "delv": [11, 145], "insight": [11, 73, 82, 90, 136, 165], "join_hook": 11, "kwarg": [11, 16, 21, 112, 125, 135, 144, 148, 150, 160, 163, 165, 174, 175, 185, 194, 203, 211, 217, 245], "join_devic": 11, "join_process_group": 11, "processgroup": [11, 16, 18, 61, 120, 121, 124, 164, 216, 248], "throw_on_early_termin": 11, "explain": [11, 12, 17, 20, 23, 43, 47, 52, 61, 73, 99, 124, 145, 150, 173, 177, 187, 200, 202], "joinconfig": 11, "_join_config": 11, "main_hook": 11, "repeatedli": [11, 160, 164], "post_hook": 11, "is_last_join": 11, "broadcast": [11, 61, 68, 95, 98, 111, 134, 136, 156], "vacuou": 11, "contextlib": [11, 172], "nullcontext": 11, "conform": [11, 172], "interleav": 11, "syncbatchnorm": [11, 55], "__exit__": 11, "heartbeat": 11, "notify_join_context": 11, "serializ": 11, "fulli": [11, 12, 14, 15, 17, 20, 21, 22, 47, 78, 82, 87, 108, 110, 117, 120, 121, 126, 132, 148, 151, 158, 161, 163, 165, 169, 177, 183, 192, 195, 198, 202, 221], "proceed": [11, 47, 97, 108], "overlap": [11, 21, 56, 61, 122, 123, 127, 132, 134, 150, 169, 172, 177], "moreov": [11, 61, 190, 221], "permit": [11, 264], "customiz": [11, 137, 196], "idea": [11, 23, 24, 60, 73, 85, 97, 99, 100, 101, 103, 124, 130, 137, 145, 150, 154, 161, 162, 164, 166, 177, 190, 206, 264], "counterjoinhook": 11, "sync_max_count": 11, "all_reduc": [11, 61, 122, 123, 136, 156], "get_rank": [11, 134, 136], "process_group": 11, "common_rank": 11, "find_common_rank": 11, "max_count": 11, "__call__": [11, 51, 68, 111, 148, 157], "meth": [11, 14, 264], "to_consid": 11, "reduceop": [11, 122, 123, 136], "highlight": [11, 49, 60, 85, 90, 94, 114, 120, 122, 165, 169, 173, 221, 264], "alexi": 12, "jacq": 12, "winston": 12, "her": [12, 42, 113, 156], "leon": [12, 113], "gati": 12, "alexand": 12, "ecker": 12, "matthia": 12, "bethg": 12, "artist": 12, "distanc": [12, 63, 64, 67, 68, 69, 97, 111], "d_c": 12, "d_": [12, 96], "indispens": [12, 160], "pil": [12, 20, 41, 51, 58, 59, 90, 117, 119, 140, 147, 159, 172, 179, 205, 214, 230], "pretrain": [12, 20, 24, 42, 43, 58, 59, 73, 75, 103, 113, 117, 119, 121, 138, 140, 158, 159, 166, 172, 177, 178, 182, 183, 186, 188, 189, 195, 196, 198, 199, 200, 205, 207, 214, 221, 223, 224, 258], "vgg19": [12, 148], "vgg19_weight": 12, "throughout": [12, 25, 52, 102, 136, 150, 153, 160, 170, 177, 178, 192], "set_default_devic": [12, 63, 111, 231, 233], "resiz": [12, 19, 20, 47, 51, 52, 75, 90, 117, 119, 137, 140, 147, 158, 169, 183, 198, 199, 214, 221, 230, 255], "unabl": [12, 23, 139, 155, 185, 192], "caff": 12, "picasso": 12, "imsiz": 12, "image_load": 12, "image_nam": [12, 51], "style_img": 12, "content_img": 12, "reconvert": 12, "correctli": [12, 49, 52, 58, 59, 60, 73, 78, 114, 127, 142, 148, 153, 157, 159, 172, 173, 175, 192, 199, 225, 226, 254], "unload": 12, "topilimag": 12, "ion": [12, 14, 51, 117, 158, 161, 167], "titl": [12, 14, 17, 34, 51, 52, 73, 90, 117, 127, 137, 158, 160, 161, 166, 172, 179, 196, 226], "paus": [12, 51, 117, 161, 162, 199], "f_": [12, 160], "xl": [12, 220], "w_": [12, 103], "cl": [12, 75, 126, 138, 184, 245], "squar": [12, 47, 51, 63, 64, 67, 68, 69, 71, 97, 111, 130, 131, 147, 154, 157, 161, 165, 180], "contentloss": 12, "throw": [12, 23, 61, 118, 140, 162, 174, 175], "mse_loss": [12, 97, 231], "recomput": [12, 97, 130, 132, 154], "act": [12, 22, 43, 49, 113, 126, 137, 157, 161, 163], "gram": 12, "g_": [12, 264], "hat": [12, 102, 113], "counteract": 12, "caus": [12, 15, 21, 22, 61, 73, 82, 119, 125, 145, 159, 162, 166, 169, 172, 175, 177, 178, 190, 196, 229, 233, 254, 262], "pool": [12, 18, 44, 52, 61, 87, 92, 94, 96, 97, 110, 112, 116, 170, 176, 178, 195, 240, 241, 242, 243, 244, 249, 250, 251], "tend": [12, 17, 97, 185, 202], "gram_matrix": 12, "f_xl": 12, "sl": 12, "styleloss": 12, "target_featur": 12, "vgg": 12, "child": [12, 60, 103, 109, 169, 186, 265], "connect": [12, 47, 59, 87, 103, 110, 117, 124, 136, 142, 144, 151, 157, 158, 159, 161, 177, 201, 209, 219, 224, 264], "cnn": [12, 45, 97, 119, 121, 147, 151, 154, 155, 167, 172, 178, 179, 200, 221, 229], "485": [12, 19, 51, 58, 59, 90, 97, 117, 140, 158, 159, 167, 183, 198, 199, 205, 214, 230], "456": [12, 19, 51, 58, 59, 90, 97, 117, 140, 158, 159, 167, 183, 198, 199, 205, 214, 230], "406": [12, 19, 51, 58, 59, 90, 97, 117, 140, 158, 159, 167, 183, 198, 199, 205, 214, 230], "229": [12, 19, 51, 58, 59, 90, 97, 117, 140, 158, 159, 167, 183, 198, 199, 205, 214, 230], "225": [12, 19, 51, 58, 59, 90, 97, 109, 117, 140, 158, 159, 167, 183, 198, 199, 205, 214, 230], "cnn_normalization_mean": 12, "cnn_normalization_std": 12, "height": [12, 43, 47, 58, 59, 78, 95, 147, 149, 153, 172, 178, 179, 264], "width": [12, 19, 43, 44, 47, 58, 59, 78, 95, 126, 147, 149, 150, 151, 153, 172, 178, 179, 264], "img": [12, 20, 34, 44, 51, 90, 92, 94, 96, 117, 119, 121, 140, 158, 170, 172, 179, 230, 259], "maxpool2d": [12, 44, 47, 78, 87, 92, 93, 94, 96, 97, 112, 135, 144, 167, 170, 240, 241, 242, 243, 244, 249, 250, 251], "align": [12, 150, 165, 166, 179, 191, 196, 264], "depth": [12, 43, 52, 56, 61, 101, 125, 145, 200, 235, 262], "immedi": [12, 18, 21, 48, 52, 102, 135, 136, 153, 162, 163, 166, 169, 185], "content_layers_default": 12, "conv_4": 12, "style_layers_default": 12, "conv_1": 12, "conv_2": 12, "conv_3": 12, "conv_5": 12, "get_style_model_and_loss": 12, "normalization_mean": 12, "normalization_std": 12, "content_lay": 12, "style_lay": 12, "content_loss": 12, "style_loss": 12, "conv": [12, 19, 52, 90, 110, 130, 143, 144, 148, 157, 158, 163, 178, 182, 183, 201, 219, 224, 227, 239, 240, 254], "children": [12, 169], "conv_": 12, "relu_": [12, 130, 201, 207], "plai": [12, 44, 49, 52, 79, 97, 99, 115, 121, 160, 178, 200], "pool_": 12, "bn_": 12, "runtimeerror": [12, 22, 118, 128, 156, 159, 165, 174, 175, 204], "unrecogn": 12, "__class__": [12, 52, 78, 148, 245], "add_modul": 12, "content_loss_": 12, "style_loss_": 12, "input_img": [12, 90, 230], "bfg": 12, "get_input_optim": 12, "closur": [12, 174, 175], "reevalu": 12, "exce": [12, 73, 130, 176, 229], "run_style_transf": 12, "num_step": [12, 162], "style_weight": 12, "1000000": 12, "content_weight": 12, "clamp_": 12, "style_scor": 12, "content_scor": 12, "sphinx_gallery_thumbnail_numb": [12, 127], "ioff": [12, 51, 117, 158, 161, 167], "neural_style_tutori": 12, "paszk": [13, 136, 161], "dziedzic": 13, "shall": [13, 47, 52, 103], "learnabl": [13, 47, 67, 68, 69, 111, 112, 121, 203], "badfftfunct": 13, "fft": [13, 173], "rfft2": 13, "irfft2": 13, "numpy_input": 13, "numpy_go": 13, "incorrect_fft": 13, "literatur": [13, 161], "confusingli": 13, "correl": [13, 82, 145], "flip": [13, 21, 146], "wrt": [13, 130, 131], "np": [13, 14, 17, 19, 20, 40, 44, 48, 51, 52, 60, 71, 73, 75, 80, 90, 92, 94, 95, 96, 98, 104, 109, 111, 117, 119, 138, 147, 150, 158, 159, 164, 166, 167, 170, 172, 173, 183, 186, 191, 194, 196, 198, 199, 202, 205, 230, 247], "convolve2d": 13, "correlate2d": 13, "scipyconv2dfunct": 13, "as_tensor": [13, 75, 192], "grad_filt": 13, "from_numpi": [13, 40, 48, 51, 80, 95, 109, 162, 164, 173], "scipyconv2d": 13, "filter_width": 13, "filter_height": 13, "gradcheck": [13, 130, 131, 142, 248], "moduleconv": 13, "atol": [13, 17, 20, 139, 151, 155, 202], "numpy_extensions_tutori": 13, "freeli": 14, "inspir": [14, 60, 116, 136, 146, 151, 165, 206], "v1": [14, 17, 61, 95, 135, 137, 161, 162, 164, 182, 193, 202, 232, 259], "openai": [14, 121, 147, 160, 161, 162, 164], "farama": [14, 160], "gymnasium": [14, 160, 161], "encount": [14, 49, 60, 110, 122, 145, 173, 254], "undertaken": 14, "broader": [14, 25], "challeng": [14, 101, 102, 123, 124, 136, 143, 154, 161, 172], "wider": [14, 146], "acquaint": 14, "set_se": [14, 138, 186], "avenu": [14, 85], "backpropag": [14, 37, 38, 43, 47, 49, 73, 98, 99, 100, 102, 103, 125, 147], "defaultdict": [14, 17, 75, 160, 202], "boundedtensorspec": 14, "unboundedcontinuoustensorspec": 14, "unsqueezetransform": 14, "_apply_to_composit": 14, "check_env_spec": [14, 160], "step_mdp": [14, 137], "default_x": 14, "pi": [14, 63, 64, 65, 67, 68, 69, 71, 72, 89, 95, 111, 121, 161, 264], "default_i": 14, "_set_se": 14, "torqu": 14, "upward": 14, "angular": 14, "stand": [14, 85, 113, 147, 193, 264], "equat": [14, 52, 138, 160, 161, 264], "motion": [14, 264], "veloc": [14, 161], "theta": [14, 73, 99, 160, 167, 264], "_t": [14, 147], "theta_t": 14, "dt": [14, 147, 264], "rad": 14, "sec": [14, 123, 138, 231], "gravit": 14, "mass": 14, "accord": [14, 15, 24, 112, 115, 119, 145, 147, 157, 161, 165, 172, 193, 203], "theta_": [14, 147], "deleg": [14, 21, 121, 144, 188, 198], "privat": [14, 15, 23, 58, 59, 115, 156, 157, 190, 209], "merg": [14, 20, 22, 45, 159, 161, 172, 221], "is_shar": 14, "modif": [14, 15, 19, 20, 21, 87, 98, 130, 136, 157, 160, 163, 167, 170, 174, 175, 183, 195], "new_th": 14, "plu": [14, 98, 99, 115, 128], "new_thdot": 14, "neg": [14, 21, 49, 90, 98, 99, 104, 113, 138, 145, 157, 160, 230, 254], "discourag": [14, 48, 160], "thdot": 14, "g_forc": 14, "clamp": [14, 73, 95, 198, 207], "max_torqu": 14, "angle_norm": 14, "max_spe": 14, "omit": [14, 23, 109, 145, 160, 178, 182, 195, 198, 199, 200, 239], "agent": [14, 61, 121, 161, 162, 164, 167], "mandatori": [14, 142, 160], "is_empti": 14, "gen_param": 14, "high_th": 14, "high_thdot": 14, "low_th": 14, "low_thdot": 14, "simultan": [14, 15, 22, 25, 43, 56, 121, 126, 136, 159], "rng": [14, 136], "domain": [14, 24, 49, 50, 73, 108, 121, 160, 194, 265], "accur": [14, 19, 73, 87, 109, 126, 144, 164, 173, 192], "lazili": [14, 153], "costli": [14, 125], "reward_spec": [14, 160], "done_spec": 14, "input_spec": [14, 160, 174], "state_spec": 14, "output_spec": [14, 174], "trivial": [14, 51, 56, 125, 140, 203, 210, 254], "neither": [14, 150, 180], "shortcut": 14, "tensorspec": [14, 188], "irrelev": [14, 156], "_make_spec": 14, "td_param": 14, "make_composite_from_td": 14, "unbound": 14, "incorpor": [14, 97, 137, 165, 265], "pseudo": [14, 24], "manual_se": [14, 17, 19, 25, 52, 73, 92, 95, 97, 98, 99, 101, 102, 103, 118, 122, 123, 130, 136, 138, 139, 146, 155, 162, 183, 186, 194, 198, 199, 202, 235, 260], "pendulumenv": 14, "expand": [14, 15, 49, 60, 98, 101, 105, 113, 145, 170, 178, 188, 194, 195, 210], "batch_lock": 14, "homonym": 14, "render_mod": [14, 147], "human": [14, 20, 49, 73, 110, 115, 128, 138, 140, 147, 166, 172, 214, 264], "rgb_arrai": 14, "render_fp": 14, "random_": [14, 16, 60, 135, 150, 162], "_make_step": 14, "rand_step": 14, "randomli": [14, 44, 51, 52, 65, 71, 72, 87, 111, 128, 138, 147, 161, 166, 186], "invers": [14, 95, 191], "showcas": [14, 23, 65, 122, 151, 153, 177, 178, 187, 197], "unsqueeze_dim": 14, "summar": [14, 49, 51, 114, 119, 120, 122, 126, 138, 144, 169, 178], "_apply_transform": 14, "_call": 14, "inv": 14, "_inv_apply_transform": 14, "eventu": [14, 130, 137], "out_keys_inv": 14, "subset": [14, 21, 23, 58, 59, 60, 85, 87, 97, 107, 117, 136, 156, 158, 172, 174, 175, 179, 192, 193, 254], "unitari": 14, "raw": [14, 23, 44, 49, 61, 68, 82, 104, 113, 118, 119, 174, 175, 179, 262], "sintransform": 14, "ob": [14, 147, 164, 201], "tensordict_reset": 14, "transform_observation_spec": 14, "costransform": 14, "t_sin": 14, "t_co": 14, "del_kei": 14, "cat_transform": 14, "met": [14, 123], "mdp": 14, "gather": [14, 49, 55, 79, 123, 124, 134, 136, 137, 144, 160, 161, 197, 206], "simple_rollout": 14, "_data": [14, 73], "keep_oth": 14, "unexplor": 14, "abil": [14, 23, 60, 61, 112, 124, 125, 136, 167, 170, 173, 192, 207], "recreat": [14, 43, 176, 209], "auto_reset": 14, "lazylinear": [14, 160], "clip": [14, 20, 49, 73, 117, 158, 160, 161, 167], "20_000": [14, 137], "cosineannealinglr": [14, 110, 160], "init_td": 14, "traj_return": 14, "last_reward": [14, 162, 164], "is_ipython": [14, 161], "inlin": [14, 25, 52, 60, 89, 92, 143, 145, 161, 190, 197, 204, 265, 268], "get_backend": [14, 161], "ipython": [14, 18, 52, 104, 109, 149, 161], "figsiz": [14, 34, 52, 73, 158, 160, 170, 179], "gcf": [14, 161], "clear_output": [14, 161], "scratch": [14, 43, 49, 53, 97, 98, 112, 114, 117, 118, 127, 128, 166, 254], "advanc": [15, 17, 19, 23, 43, 58, 59, 87, 100, 105, 107, 108, 120, 121, 134, 172, 177, 190, 193, 197, 200, 202, 206, 221, 222, 235, 265], "verif": [15, 163], "rapid": [15, 193], "manufactur": [15, 60], "imposs": [15, 98, 153, 206], "began": 15, "enhanc": [15, 115, 140, 167, 200, 229, 264], "rapidli": 15, "wrapper_custom_tensor_add": 15, "torch_fn": 15, "custom_cpu_fallback": 15, "operatorhandl": 15, "hint": [15, 18, 97, 98, 102, 108, 125, 136, 162, 169], "cpu_fallback": 15, "cppfunction": 15, "makefromboxedfunct": 15, "cumtomselufunct": 15, "selu": [15, 110], "wrapper_autogradcumstom__selu": 15, "wrapper_autogradcustom__selu": 15, "autocastprivateuse1": 15, "autocast": [15, 17, 200, 202, 208, 221, 248, 255], "kernel_privateuseon": 15, "makefallthrough": 15, "backendmodul": 15, "_register_device_modul": 15, "backend_nam": 15, "get_amp_supported_dtyp": 15, "is_autocast_en": 15, "get_autocast_dtyp": 15, "set_autocast_dtyp": 15, "set_autocast_en": 15, "generatorimpl": 15, "builder": 15, "register_generator_privateuse1": 15, "customgeneratorimpl": 15, "make_custom_gener": 15, "deviceindex": 15, "device_index": 15, "make_gener": 15, "make_cumstom_gener": 15, "event": [15, 22, 82, 109, 113, 122, 123, 162, 173, 178], "deviceguard": 15, "deviceguardimplinterfac": 15, "c10_register_guard_impl": 15, "customguardimpl": 15, "backend_meta_": 15, "extrameta": 15, "backendmeta": 15, "custombackendmetadata": 15, "unordered_map": 15, "tensorbackendmetaregistri": 15, "for_seri": 15, "for_deseri": 15, "timer": [15, 17, 52, 118, 139, 146, 155, 165, 166, 185, 188, 202, 211, 252], "ascend": [15, 52, 83], "npu": [15, 188, 224], "meet": [15, 50, 52, 203], "usabl": [15, 112, 137, 143], "compli": [15, 60], "habit": [15, 267], "torch_npu": 15, "exclus": [15, 23, 157], "strongli": [15, 137, 154, 264], "rename_privateuse1_backend": 15, "register_privateuse1_backend": 15, "unsupported_dtyp": 15, "quint8": [15, 180], "generate_methods_for_privateuse1_backend": 15, "for_tensor": 15, "for_modul": 15, "for_storag": 15, "is_npu": 15, "yi": [16, 174, 175], "wang": [16, 24, 108, 145, 147], "paradigm": [16, 17, 61, 97, 120, 134, 135, 163, 164, 202], "dens": [16, 17, 147, 190, 194, 202], "fc": [16, 43, 45, 115, 117, 135, 147, 150, 151, 158, 203], "hybrid": [16, 84, 110], "pipedream": 16, "embeddingbag": [16, 18, 115], "respond": [16, 147, 163], "amongst": [16, 191], "themselv": [16, 192, 198], "remotemodul": 16, "kick": [16, 43, 113, 153, 162, 163, 164], "remot": [16, 61, 120, 126, 135, 162, 163, 164, 169, 213], "hybridmodel": 16, "allreduc": [16, 61, 82, 123, 124, 134, 156, 248], "firstli": [16, 108, 145, 161], "tcp": [16, 55, 132, 133, 136, 213], "_run_train": [16, 164], "rpc_async": [16, 135, 162, 164], "shut": [16, 163], "29501": 16, "ps": [16, 61, 162, 163, 164, 196], "remote_emb_modul": 16, "num_embed": [16, 18, 110, 176], "embedding_dim": [16, 18, 93, 98, 102, 103, 110, 176], "fut": [16, 21, 162, 164], "trainer_rank": 16, "trainer_nam": 16, "gloo": [16, 134, 136, 156, 169, 176, 260], "offset": [16, 17, 115, 202, 256], "emb_lookup": 16, "distributedoptim": [16, 135, 163, 164, 213, 217], "remote_paramet": 16, "cannnot": 16, "aggreg": [16, 43, 109, 147, 172, 191, 239], "model_parameter_rref": 16, "get_next_batch": [16, 162, 164], "num_indic": 16, "longtensor": [16, 49, 60, 80, 99, 103, 128, 135, 150, 162, 164, 166], "offsets_tensor": 16, "dist_autograd": [16, 135, 163, 164], "context_id": [16, 135, 163, 164], "tun": 16, "jess": [17, 202], "cai": [17, 202], "seek": [17, 85, 202], "grain": [17, 34, 61, 122, 136, 169, 202], "2n": [17, 202], "degrad": [17, 73, 202, 229], "sparsifi": [17, 121, 157, 202], "answer": [17, 49, 75, 99, 103, 136, 138, 144, 153, 166, 202, 254], "tune": [17, 19, 82, 97, 113, 120, 121, 123, 126, 158, 159, 177, 185, 186, 202, 222], "recov": [17, 61, 122, 123, 134, 148, 199, 202], "nearli": [17, 170, 202], "f1": [17, 138, 173, 186, 202], "vs": [17, 18, 52, 78, 94, 122, 155, 169, 170, 177, 178, 185, 192, 195, 197, 198, 201, 202, 220], "3x": [17, 64, 111, 178, 202, 224], "beginn": [17, 35, 45, 46, 77, 84, 91, 100, 106, 120, 202, 204, 205, 235], "to_sparse_semi_structur": [17, 202], "sparsesemistructuredtensor": [17, 202], "_force_cutlass": [17, 202], "tile": [17, 172, 202, 208], "3072": [17, 97, 148, 202], "2560": [17, 202], "10240": [17, 202], "inference_mod": [17, 130, 172, 202], "dense_output": [17, 202], "dense_t": [17, 202], "stmt": [17, 139, 146, 150, 155, 165, 185, 202, 211, 232, 247], "blocked_autorang": [17, 165, 202, 211, 232], "median": [17, 173, 185, 202, 232, 247], "1e3": [17, 185, 202, 235], "sparse_output": [17, 202], "sparse_t": [17, 202], "a100": [17, 122, 125, 155, 173, 176, 185, 202], "80gb": [17, 202], "870m": [17, 202], "630m": [17, 202], "382x": [17, 202], "allclos": [17, 125, 139, 142, 145, 146, 151, 154, 155, 165, 173, 202, 206, 232], "motiv": [17, 73, 145, 163, 180, 187, 191, 192, 194, 202], "affect": [17, 97, 113, 131, 150, 177, 202], "swap": [17, 51, 99, 110, 124, 138, 160, 183, 185, 186, 194, 196, 199, 202], "compress": [17, 90, 157, 190, 193, 202, 210], "drawback": [17, 103, 202], "2020": [17, 202], "amper": [17, 122, 151, 155, 202, 231], "cutlass": [17, 202], "cusparselt": [17, 202], "milder": [17, 202], "account": [17, 50, 137, 153, 166, 170, 186, 202], "retrain": [17, 202, 228], "sweet": [17, 202], "spot": [17, 127, 202], "2x": [17, 85, 121, 131, 153, 177, 178, 182, 202], "theoret": [17, 52, 190, 202], "granular": [17, 122, 145, 178, 186, 202, 239, 248], "fp16": [17, 122, 148, 185, 189, 202], "resnet": [17, 43, 44, 79, 125, 135, 150, 158, 169, 183, 196, 198, 199, 200, 202, 224, 229, 248], "imagenet": [17, 44, 51, 79, 117, 119, 140, 158, 159, 183, 198, 199, 202, 214, 230], "76": [17, 148, 164, 202, 232], "resnext": [17, 202], "101_32x8d": [17, 202], "xception": [17, 202], "ssd": [17, 202, 248], "rn50": [17, 202], "coco2017": [17, 202], "bbap": [17, 202], "maskrcnn": [17, 202], "fairseq": [17, 202], "en": [17, 21, 33, 49, 60, 99, 113, 118, 142, 154, 166, 172, 202, 262], "de": [17, 18, 22, 49, 60, 113, 116, 118, 166, 202], "wmt14": [17, 202], "bleu": [17, 202], "squad": [17, 145, 202], "workflow": [17, 19, 58, 59, 82, 86, 87, 123, 174, 193, 197, 201, 202], "perspect": [17, 23, 101, 160, 178, 202], "subproblem": [17, 202], "handoff": [17, 202], "anticip": [17, 202], "area": [17, 113, 170, 179, 185, 193, 202, 266], "colab": [17, 18, 24, 25, 42, 48, 75, 94, 104, 115, 119, 121, 137, 138, 146, 158, 160, 161, 172, 176], "panda": [17, 34, 51, 73, 119, 172], "wandb_dis": 17, "ao": [17, 19, 180, 182, 183, 185, 198, 199, 200, 202], "weightnormsparsifi": [17, 202], "hug": [17, 75, 145], "face": [17, 44, 51, 52, 60, 73, 75, 79, 113, 145, 198], "preprocess_validation_funct": [17, 202], "strip": [17, 49, 75, 127, 128, 166, 202], "max_length": [17, 49, 60, 75, 128, 138, 166, 186, 202, 254], "384": [17, 188, 202], "only_second": [17, 202], "return_overflowing_token": [17, 202], "return_offsets_map": [17, 202], "sample_map": [17, 202], "pop": [17, 22, 98, 138, 186, 202], "overflow_to_sample_map": [17, 202], "example_id": [17, 202], "input_id": [17, 75, 122, 124, 138, 145, 166, 186, 202], "sample_idx": [17, 34, 202], "sequence_id": [17, 202], "offset_map": [17, 202], "preprocess_train_funct": [17, 202], "start_posit": [17, 202], "end_posit": [17, 202], "start_char": [17, 202], "answer_start": [17, 202], "end_char": [17, 202], "idx": [17, 19, 34, 51, 75, 98, 102, 103, 109, 115, 158, 159, 166, 170, 179, 202, 239], "context_start": [17, 202], "context_end": [17, 202], "compute_metr": [17, 138, 186, 202], "start_logit": [17, 202], "end_logit": [17, 202], "n_best": [17, 202], "max_answer_length": [17, 202], "example_to_featur": [17, 202], "predicted_answ": [17, 202], "feature_index": [17, 202], "start_index": [17, 202], "argsort": [17, 202], "tolist": [17, 51, 113, 179, 202], "end_index": [17, 202], "logit_scor": [17, 202], "score": [17, 49, 60, 98, 102, 103, 109, 138, 149, 165, 166, 179, 186, 202], "best_answ": [17, 202], "prediction_text": [17, 202], "theoretical_answ": [17, 202], "ex": [17, 73, 202, 265, 267], "measure_execution_tim": [17, 202], "dataset_for_model": [17, 202], "remove_column": [17, 202], "set_format": [17, 202], "batch_size_to_time_sec": [17, 202], "column_nam": [17, 202], "baseline_predict": 17, "p50": [17, 202], "model_c": [17, 185], "fullgraph": [17, 129, 165, 173, 211, 212, 256], "_compil": 17, "new_predict": 17, "model_nam": [17, 49, 60, 122, 185, 200, 202, 221], "autotoken": [17, 122, 202], "from_pretrain": [17, 75, 122, 138, 145, 186, 202, 221], "automodelforquestionansw": [17, 202], "val": [17, 19, 22, 117, 118, 122, 149, 158, 159, 183, 198, 199, 202], "squad_dataset": [17, 202], "load_dataset": [17, 75, 122, 202], "tokenized_squad_dataset": [17, 202], "data_col": [17, 202], "datacollatorwithpad": [17, 202], "segment": [17, 121, 185, 202, 205, 223], "wikipedia": [17, 33, 142, 154, 202], "articl": [17, 113, 116, 202], "training_arg": [17, 202], "trainingargu": [17, 202], "num_train_epoch": [17, 138, 202], "lr_scheduler_typ": [17, 202], "per_device_train_batch_s": [17, 202], "per_device_eval_batch_s": [17, 202], "logging_step": 17, "runner": 17, "max_step": [17, 75], "report_to": 17, "train_dataset": [17, 55, 97, 115, 122, 202, 221, 255], "eval_dataset": [17, 138, 186, 202], "fair": [17, 97, 103, 113, 194, 195, 202], "fp16_baselin": [17, 202], "fp16_time": [17, 202], "cuda_fp16": [17, 202], "pd": [17, 34, 51, 119, 172], "df": [17, 83, 119, 126], "datafram": [17, 82, 119, 126, 172], "log_histori": 17, "lowest": [17, 61, 123, 157, 202], "satisfi": [17, 126, 174, 175, 196, 202, 203], "sparsity_level": [17, 202], "sparse_block_shap": [17, 202], "zeros_per_block": [17, 202], "sparse_config": [17, 202], "tensor_fqn": [17, 202], "fqn": [17, 202, 215], "named_modul": [17, 143, 157, 202, 240], "anytim": [17, 202], "pruner": [17, 202], "update_mask": [17, 202], "shot": [17, 113, 162, 202], "squash_mask": [17, 202], "set_printopt": [17, 202, 232], "edgeitem": [17, 202], "sparse_loss": 17, "quickstart": [17, 35, 202, 225], "metrics_spars": [17, 202], "sparse_perf": [17, 202], "perf": [17, 178, 189, 202], "28x": [17, 202], "bs": [17, 104, 145, 202], "amen": [17, 202], "spent": [17, 82, 113, 165, 169, 177, 178, 202], "delta": [17, 125, 145, 146, 147, 155, 161, 202, 232, 247], "exact": [17, 97, 112, 130, 140, 165, 174, 175, 186, 198, 199, 202], "53": [17, 148, 202, 220, 239, 265], "93": [17, 109, 164, 202, 232], "15": [17, 23, 24, 45, 52, 58, 59, 73, 90, 92, 93, 116, 117, 147, 158, 170, 172, 179, 188, 202, 204, 220, 232, 247, 264, 268], "54": [17, 148, 150, 178, 232], "71x": [17, 178], "74": [17, 119, 164, 186, 232], "23x": 17, "71": [17, 19, 21, 51, 145, 164], "59": [17, 115, 159, 172, 232, 239], "22x": 17, "286": [17, 148, 172, 202], "65": [17, 51, 164, 179, 219, 232], "247": [17, 164], "63": [17, 229, 239], "14x": 17, "02x": 17, "ye": [17, 50, 78, 99, 138, 153, 188], "18x": [17, 202], "13x": 17, "159": 17, "142": 17, "12x": 17, "semi_structured_spars": 17, "embeddingplann": [18, 121], "conda": [18, 23, 82, 90, 94, 136, 145, 176, 185, 188, 189, 197, 222, 224, 230, 246, 247], "cudatoolkit": [18, 176], "sudo": [18, 169, 207], "rm": [18, 213, 224], "miniconda3": [18, 22, 247], "py37_4": 18, "sh": [18, 134, 189, 195, 205, 207, 219, 223, 224, 227], "anaconda": [18, 82, 136], "chmod": 18, "fbgemm": [18, 19, 119, 176, 180, 182, 183, 229], "cp": [18, 207, 209, 214, 259], "restart": [18, 23, 58, 59, 133, 161], "newli": [18, 49, 117, 136], "python37": 18, "dynload": 18, "enviro": 18, "spmd": [18, 124, 215], "mimic": [18, 19, 97, 150, 158, 185, 186, 190], "launcher": [18, 209], "embeddingbagcollect": 18, "bag": [18, 34, 38, 94, 96, 115, 170, 176], "ebc": [18, 176], "parameterconstraint": 18, "placement": [18, 177], "intra": [18, 21, 122, 124, 138], "interconnect": [18, 76, 177], "nvlink": [18, 124, 213], "data_parallel": [18, 79], "meta": [18, 49, 124, 126, 139, 155, 160, 174, 175, 176, 177, 178, 201, 203, 240, 245, 252, 256, 268], "planner": 18, "embedding_typ": 18, "embeddingcomputekernel": 18, "shardingtyp": 18, "large_table_cnt": 18, "small_table_cnt": 18, "large_t": 18, "embeddingbagconfig": [18, 176], "large_table_": 18, "feature_nam": [18, 176], "large_table_feature_": 18, "poolingtyp": [18, 176], "small_tabl": 18, "small_table_": 18, "small_table_feature_": 18, "gen_constraint": 18, "sharding_typ": 18, "table_wis": 18, "large_table_constraint": 18, "small_table_constraint": 18, "mimick": 18, "single_rank_execut": 18, "embeddingbagcollectionshard": 18, "model_parallel": 18, "embeddingshardingplann": 18, "topolog": [18, 138, 186, 221], "moduleshard": 18, "shardingenv": 18, "init_distributed_single_host": 18, "pyre": 18, "fixm": 18, "set_devic": [18, 53, 55, 122, 123, 187, 215, 216], "compute_devic": 18, "pg": 18, "sharder": [18, 176], "shardingplan": 18, "collective_plan": 18, "sharded_model": 18, "from_process_group": 18, "spmd_sharing_simul": 18, "get_context": 18, "exitcod": 18, "medium": [18, 122, 179, 264], "large_table_0": 18, "parametershard": 18, "compute_kernel": 18, "batched_fus": 18, "sharding_spec": 18, "enumerableshardingspec": 18, "shardmetadata": 18, "shard_offset": 18, "shard_siz": 18, "large_table_1": 18, "small_table_0": 18, "small_table_1": 18, "finer": [18, 34, 61, 178, 239], "halv": [18, 109], "row_wis": 18, "imbal": [18, 177], "vertic": [18, 21, 262, 264], "column_wis": 18, "unfortu": 18, "batched_dens": 18, "raghuraman": [19, 138, 158], "krishnamoorthi": [19, 138, 158], "jerri": [19, 182, 183, 184, 198, 200, 201], "zhang": [19, 182, 183, 184, 198, 200, 201, 215, 216], "decreas": [19, 49, 73, 83, 97, 103, 124, 147, 177, 178, 193, 224, 254], "mobilenetv2": [19, 189, 197, 199, 224], "dataload": [19, 33, 35, 37, 38, 44, 45, 52, 55, 73, 75, 87, 92, 94, 96, 97, 113, 115, 117, 118, 122, 123, 130, 136, 138, 149, 158, 163, 166, 167, 169, 170, 172, 179, 183, 186, 198, 199, 221, 222, 236, 237, 248, 251, 255], "filterwarn": [19, 51, 149, 160, 172, 183, 190, 191, 192, 193, 198, 199], "deprecationwarn": [19, 183, 198, 199], "seed": [19, 25, 52, 73, 97, 122, 123, 136, 138, 162, 164, 183, 186, 194, 198, 199, 232], "191009": [19, 25, 183, 198, 199], "floatfunct": 19, "quantstub": [19, 183, 219, 224, 229], "dequantstub": [19, 183, 219, 224, 229], "relu6": [19, 110], "_make_divis": 19, "divisor": 19, "min_valu": 19, "tf": [19, 94], "divis": [19, 166, 194], "tensorflow": [19, 94, 98, 100, 111], "blob": [19, 23, 33, 108, 123, 143, 169, 180, 183, 207, 217, 262], "slim": [19, 111], "mobilenet": [19, 58, 59, 121, 159, 195], "new_v": 19, "round": [19, 108, 115, 122, 147, 162], "convbnrelu": 19, "in_plan": [19, 135], "out_plan": [19, 135], "kernel_s": [19, 97, 104, 123, 130, 135, 147, 154, 167, 180, 219, 222], "momentum": [19, 43, 44, 65, 69, 87, 92, 94, 96, 104, 111, 112, 117, 130, 136, 158, 162, 169, 170, 179, 180, 199, 217, 219, 221, 222, 242, 243, 244, 250, 251, 255], "invertedresidu": 19, "oup": 19, "expand_ratio": 19, "hidden_dim": [19, 93, 98, 102], "use_res_connect": 19, "pw": 19, "dw": 19, "skip_add": 19, "num_class": [19, 24, 42, 75, 97, 115, 135, 149, 150, 162, 170, 172, 179], "width_mult": 19, "inverted_residual_set": 19, "round_nearest": 19, "v2": [19, 58, 59, 95, 97, 114, 137, 145, 159, 179, 193, 208], "input_channel": 19, "last_channel": 19, "1280": [19, 179, 185], "160": [19, 138, 164, 172, 219, 232, 239], "320": [19, 78, 167, 222], "valueerror": [19, 49, 60, 147, 191, 217], "invert": [19, 121, 160, 191], "residu": [19, 124], "output_channel": 19, "quant": [19, 158, 180, 186, 195, 198, 201, 219, 224, 229], "dequant": [19, 158, 180, 183, 185, 186, 195, 196, 198, 200, 201, 219, 222, 224, 229], "init": [19, 20, 22, 23, 52, 59, 99, 118, 130, 135, 154, 160, 195, 203, 219, 223, 226, 259], "kaiming_normal_": [19, 135], "fan_out": [19, 135], "zeros_": 19, "ones_": 19, "normal_": [19, 52], "bn": [19, 130, 143, 144, 158, 180, 182, 199, 219, 224], "fuse_model": [19, 158, 195, 196], "is_qat": [19, 180, 199, 200], "fuse_modul": [19, 158], "fuse_modules_qat": 19, "averagemet": [19, 183, 198, 199], "fmt": [19, 150, 183, 198, 199, 210], "avg": [19, 37, 38, 127, 183, 198, 199, 220, 239], "__str__": [19, 183, 198, 199], "fmtstr": [19, 183, 198, 199], "__dict__": [19, 49, 60, 183, 198, 199, 200, 245], "topk": [19, 49, 90, 127, 128, 166, 183, 198, 199, 222, 258], "maxk": [19, 58, 59, 183, 198, 199], "pred": [19, 37, 38, 104, 117, 123, 124, 130, 138, 149, 158, 163, 167, 170, 173, 174, 175, 179, 183, 186, 198, 199, 222], "correct_k": [19, 183, 198, 199], "mul_": [19, 95, 183, 198, 199, 217], "neval_batch": [19, 199], "top1": [19, 183, 198, 199, 222], "acc": [19, 73, 117, 149, 158, 172, 183, 198, 199], "top5": [19, 183, 198, 199, 258], "cnt": [19, 73, 183, 198, 199], "acc1": [19, 183, 198, 199], "acc5": [19, 183, 198, 199], "load_model": [19, 183, 198, 199], "data_path": [19, 87, 104, 183, 198, 199], "prepare_data_load": [19, 183, 198, 199], "randomresizedcrop": [19, 117, 183, 198, 199], "randomhorizontalflip": [19, 51, 117, 158, 179, 183, 198, 199], "dataset_test": [19, 179, 183, 198, 199], "centercrop": [19, 52, 90, 117, 119, 140, 158, 183, 198, 199, 214, 230], "train_sampl": [19, 166, 183, 198, 199], "test_sampl": [19, 183, 198, 199], "sequentialsampl": [19, 138, 183, 186, 198, 199], "train_batch_s": [19, 183, 198, 199], "data_loader_test": [19, 179, 183, 198, 199, 200], "saved_model_dir": [19, 183, 198, 199], "float_model_fil": [19, 183, 198, 199], "mobilenet_pretrained_float": 19, "scripted_float_model_fil": [19, 183, 198], "mobilenet_quantization_script": 19, "scripted_quantized_model_fil": 19, "mobilenet_quantization_scripted_quant": 19, "float_model": [19, 182, 183, 186, 196, 198, 199, 200], "fusion": [19, 82, 144, 145, 178, 183, 185, 199, 219, 221, 254, 257], "baselin": [19, 21, 24, 90, 97, 172, 185, 198, 202, 230, 232, 247], "un": [19, 166], "num_eval_batch": [19, 199], "sophist": [19, 160], "num_calibration_batch": 19, "mymodel": [19, 105, 180], "estim": [19, 47, 51, 52, 126, 160, 161, 166, 185], "qconfig": [19, 119, 158, 180, 182, 183, 184, 186, 196, 198, 201, 219, 224, 229], "default_qconfig": [19, 183, 196], "calibr": [19, 180, 182, 184, 199, 200, 224], "safe": [19, 23, 65, 97, 111, 143, 188, 210], "4x": [19, 122, 178, 182, 183], "exercis": [19, 44, 136, 158, 177], "x86": [19, 119, 180, 182, 183, 195, 197, 205, 223, 229], "basi": [19, 122, 138, 151, 264], "histogram": [19, 196, 198], "per_channel_quantized_model": 19, "get_default_qconfig": [19, 119, 182, 183, 219, 224, 229], "67": [19, 109, 145, 178, 180, 186], "wors": [19, 119, 210], "qat": [19, 158, 180, 200], "train_one_epoch": [19, 96, 179, 199], "ntrain_batch": [19, 199], "avgloss": [19, 199], "5f": [19, 199, 235], "global_avg": [19, 199], "qat_model": 19, "get_default_qat_qconfig": [19, 229], "prepare_qat": [19, 158, 229], "toward": [19, 49, 60, 97, 128, 161, 183], "freez": [19, 43, 117, 158, 178, 197, 199, 200, 221, 248], "num_train_batch": [19, 199], "nepoch": [19, 199], "disable_observ": [19, 199], "intrins": [19, 180], "freeze_bn_stat": 19, "confirm": [19, 20, 58, 59, 87, 122, 146, 162], "allud": [19, 73], "run_benchmark": 19, "img_load": 19, "num_batch": [19, 37, 38, 135, 136, 150, 231], "num_imag": [19, 117], "0f": [19, 117, 130, 158, 167, 222], "dynamo_export": [20, 105, 107, 108], "newest": [20, 105], "torchdynamo": [20, 105, 107, 121, 129, 174, 175, 200, 201], "technolog": [20, 61, 97, 105, 121, 136, 252], "torchscript": [20, 58, 59, 105, 119, 121, 140, 143, 148, 178, 186, 188, 189, 195, 197, 210, 224, 225, 226, 229, 239, 248, 252], "prove": [20, 103, 177], "onnxruntim": [20, 105, 107, 108], "model_zoo": 20, "wide": [20, 61, 124, 127, 128, 136, 138, 150, 156, 166, 185, 209, 268], "superresolut": 20, "shi": 20, "et": [20, 24, 49, 52, 60, 73, 136, 157, 166, 267], "al": [20, 24, 49, 52, 60, 73, 157, 166], "upscal": 20, "ycbcr": 20, "superresolutionnet": 20, "upscale_factor": 20, "pixel_shuffl": 20, "pixelshuffl": 20, "_initialize_weight": 20, "orthogonal_": [20, 154, 203], "calculate_gain": 20, "torch_model": [20, 105], "ordinarili": 20, "batchnorm": [20, 52, 55, 112, 143, 148, 183, 195, 198, 199, 200, 248, 250, 254], "model_url": 20, "s3": [20, 174, 182], "amazonaw": [20, 182], "superres_epoch100": 20, "44c6958e": 20, "load_url": 20, "ax": [20, 51, 99, 102, 117, 121, 127, 150, 158, 166, 170], "dynamic_ax": 20, "torch_out": 20, "super_resolut": 20, "export_param": 20, "opset_vers": 20, "do_constant_fold": 20, "fold": [20, 143, 178, 183, 198, 200, 254, 265], "input_nam": [20, 174], "output_nam": [20, 128], "bundl": [20, 59, 195, 205, 209, 223], "ml": [20, 73, 95, 97, 120, 121, 126, 197, 220, 224, 259], "proto": [20, 110], "checker": [20, 105, 110], "check_model": [20, 105, 110], "onnx_model": [20, 105], "ort_sess": [20, 105, 108], "inferencesess": [20, 105, 108], "cpuexecutionprovid": [20, 105, 108], "to_numpi": [20, 105, 108], "ort_input": 20, "get_input": [20, 105, 108], "ort_out": 20, "assert_allclos": [20, 143], "rtol": [20, 139, 155], "03": [20, 92, 118, 119, 163, 164, 172, 185, 220, 247, 265], "contact": [20, 122, 206, 265], "famou": [20, 24, 73], "224x224": [20, 159, 214], "cb": 20, "cr": 20, "grayscal": [20, 137, 147], "blue": [20, 43, 58, 59, 90, 122, 124, 179, 264], "red": [20, 58, 59, 60, 124, 150, 170, 179, 196], "chroma": 20, "sensit": [20, 97, 132, 142, 183], "_static": [20, 104, 121, 140], "img_ycbcr": 20, "img_i": 20, "img_cb": 20, "img_cr": 20, "to_tensor": [20, 42, 191, 192], "unsqueeze_": [20, 95, 128, 214], "img_out_i": 20, "fromarrai": [20, 172], "final_img": 20, "bicub": 20, "rgb": [20, 52, 58, 59, 75, 92, 97, 140, 147, 159, 172, 179, 214, 230], "mobil": [20, 58, 59, 97, 119, 180, 188, 189, 195, 197, 207, 209, 210, 219, 229, 236, 252], "cat_superres_with_ort": 20, "deploi": [20, 54, 58, 59, 105, 121, 126, 133, 140, 157, 159, 210, 254, 259], "cloud": [20, 54, 105], "inferenc": 20, "azur": [20, 169], "servic": [20, 49, 126, 140, 159, 209, 221, 264], "super_resolution_with_onnxruntim": 20, "inter": [21, 121, 124, 133, 151], "workload": [21, 23, 61, 97, 109, 120, 121, 133, 134, 169, 177, 178, 183, 198, 221], "fragment": [21, 178], "fn": [21, 85, 129, 136, 142, 145, 148, 173, 187, 211, 212, 245, 247, 253, 257], "callabl": [21, 51, 169, 173, 174, 175, 183, 210], "x_normal": 21, "x_parallel": 21, "async": [21, 162, 164], "sort": [21, 25, 49, 98, 102, 109, 116, 138, 144, 159, 179, 186, 210], "parlanc": 21, "revers": [21, 43, 49, 60, 98, 142, 144, 151, 154, 159, 166], "bidirectionalrecurrentlstm": 21, "cell_f": 21, "input_s": [21, 45, 49, 60, 78, 127, 128, 137, 166], "hidden_s": [21, 49, 60, 78, 89, 127, 128, 137, 149, 166, 182, 254], "cell_b": 21, "output_f": 21, "x_rev": 21, "output_b": 21, "output_b_rev": 21, "lstmensembl": 21, "n_model": 21, "modulelist": [21, 154, 238, 253], "demo": [21, 25, 45, 58, 59, 113, 119, 121, 140, 156, 169, 205, 209, 223, 229, 264], "took": [21, 119, 136, 144, 153, 165, 173, 177, 178, 188], "future_f": 21, "stuff": [21, 264], "worth": [21, 23, 52, 103, 113, 153, 163], "profil": [21, 42, 82, 89, 119, 121, 123, 165, 177, 196, 220, 232, 236, 248, 252], "chrome": [21, 89, 165, 169, 239], "prof": [21, 42, 109, 165, 169, 220, 239], "export_chrome_trac": [21, 145, 165, 239], "json": [21, 49, 90, 109, 127, 140, 145, 165, 169, 214, 239], "navig": [21, 61, 169, 170, 205, 262], "button": [21, 50, 52, 58, 59, 105, 169, 189, 226, 262, 264], "timelin": [21, 153, 169, 178], "horizont": 21, "opportun": [21, 85, 105, 137, 150], "breviti": [21, 23, 190], "intro": [21, 35, 36, 55, 99, 100, 120, 137, 140, 160, 170, 212], "tracer": [21, 205], "member": [22, 65, 67, 79, 111, 158, 197, 224], "portion": [22, 82, 153, 157, 264], "custom_class": 22, "mystackclass": 22, "customclasshold": 22, "stack_": 22, "push": [22, 52, 73, 97, 146, 161, 185, 206, 219, 224], "pop_back": 22, "intrusive_ptr": [22, 156, 232, 247], "make_intrus": [22, 156], "elem": [22, 245], "smart": 22, "oppos": [22, 49, 52, 117, 136, 146, 151, 163], "class_": 22, "my_class": 22, "contructor": 22, "yourclass": 22, "ref": [22, 40, 198, 264], "unari": 22, "add_librari": [22, 23, 209], "cmake_cxx_standard": [22, 209], "custom_class_project": 22, "rh": 22, "devtoolset": 22, "torchbind_tutori": 22, "libcustom_class": 22, "load_librari": [22, 23], "loaded_librari": 22, "bar": [22, 49, 82, 143, 150, 154, 163, 172, 173, 183, 198, 203, 262, 264], "manipulate_inst": 22, "s2": [22, 47, 92, 174, 193], "do_stack": 22, "hi": [22, 103, 113, 115, 147, 194, 264, 265], "mom": 22, "wow": 22, "scripted_foo": 22, "filesystem": [22, 136], "treatment": [22, 113, 172, 192, 193], "cpp_inference_exampl": 22, "foobarbaz": 22, "tostr": 22, "add_subdirectori": [22, 23], "drill": 22, "momfoobarbaz": 22, "incred": 22, "make_custom_class": 22, "tocustomclass": 22, "iscustomclass": 22, "export_attr": 22, "__torch__": [22, 204], "def_pickl": 22, "pushivalueimpl": 22, "pickler": 22, "__getstate__": 22, "__setstate__": 22, "pickl": [22, 87, 104, 112, 153, 224, 232, 243, 247], "salient": 22, "wherea": [22, 150, 170, 172, 185, 191, 192], "confus": [22, 23, 98, 99, 127, 142, 172, 185, 191, 192, 193, 198, 224], "trycustomop": 22, "relax": [22, 154, 174, 175], "standalon": [22, 53, 124, 264], "blend": [22, 23], "smoothli": [22, 23], "subsequ": [23, 73, 97, 112, 118, 123, 137, 142, 162, 164, 166, 173, 178, 185, 200], "resort": 23, "opencv": [23, 44, 209], "vision": [23, 24, 34, 38, 44, 58, 59, 117, 119, 121, 153, 179, 188, 195, 197, 205, 223, 224, 234], "mat": [23, 209], "warpperspect": [23, 209], "warp_perspect": [23, 209], "warp": [23, 209], "image_mat": [23, 209], "cv": [23, 24, 126, 194, 209], "col": [23, 34, 158, 209], "cv_32fc1": [23, 209], "warp_mat": [23, 209], "output_mat": [23, 209], "dsize": [23, 209], "output_tensor": 23, "from_blob": [23, 59, 189, 209], "ptr": [23, 209], "short": [23, 25, 49, 60, 82, 98, 100, 115, 120, 128, 136, 154, 160, 166, 167, 198, 199, 200, 264, 265], "opencv2": [23, 209], "hpp": [23, 156, 209], "alongsid": [23, 142, 170, 172], "goodi": 23, "hardcod": [23, 130, 149, 201], "strikingli": 23, "opaqu": 23, "flat": 23, "scope": [23, 60, 101, 109, 125, 174, 175, 178], "dealloc": [23, 169, 178], "invalid": [23, 135, 191, 192, 193, 217], "quot": [23, 117, 265], "metaprogram": 23, "experiment": [23, 60, 123, 126, 143, 164, 174, 175, 180, 187, 222, 248], "target_compile_featur": 23, "cxx_std_14": 23, "opencv_cor": 23, "opencv_imgproc": 23, "libwarp_perspect": 23, "sensat": 23, "0x7f618fc6fa50": 23, "3218": 23, "4611": 23, "4636": 23, "3746": 23, "0978": 23, "5005": 23, "3245": 23, "0169": 23, "4458": 23, "1862": 23, "1692": 23, "noteworthi": 23, "frozen": [23, 43, 147, 158, 186, 204], "prim": [23, 186], "revel": 23, "restrict": [23, 25, 49, 85, 136, 169, 173, 175, 180, 205, 206], "script_method": [23, 85], "tensortobool": 23, "block0": 23, "block1": [23, 79], "21": [23, 58, 59, 109, 115, 159, 209, 220, 232, 239, 247], "sent": [23, 99, 102, 136, 162], "wire": 23, "dlopen": 23, "example_app": 23, "cxx_range_for": 23, "errorreport": 23, "mayb": [23, 101, 103, 139, 197, 264], "subdirectori": [23, 52, 179], "prefix": [23, 113, 122, 125, 137, 138, 169, 185, 186, 247, 260, 264], "inconveni": [23, 190], "altogeth": [23, 151, 192, 262], "nb": [23, 89, 95, 206], "impress": [23, 115, 145], "opencv_photo": 23, "happi": [23, 143, 144], "4125": 23, "8262": 23, "5345": 23, "6111": [23, 232], "3997": [23, 75], "4683": 23, "5969": 23, "0850": 23, "0698": 23, "4597": 23, "0926": 23, "5727": 23, "9319": 23, "4834": 23, "1747": 23, "0162": 23, "9521": 23, "6269": 23, "lastli": [23, 87, 121, 153, 223], "driver": [23, 169], "infrastructur": 23, "vener": 23, "beforehand": [23, 151, 201, 229], "is_python_modul": [23, 209], "extra_ldflag": [23, 209], "lopencv_cor": [23, 209], "lopencv_imgproc": [23, 209], "approxim": [23, 49, 108, 122, 130, 144, 147, 151, 157, 161, 177, 186], "0x7f3e0f840b10": 23, "load_inlin": [23, 209, 232], "op_sourc": [23, 209], "cpp_sourc": [23, 209, 232], "rout": [23, 60, 140, 145, 214], "quirki": 23, "with_opt": 23, "no_python_abi_suffix": 23, "bottom": [23, 98, 169, 172, 262], "suffix": [23, 48, 82, 145], "tag": [23, 51, 100, 103, 116, 174, 175, 209, 246, 264], "0x7ff51c5b7bd0": 23, "hao": 24, "chen": [24, 174, 175, 205, 223], "unifi": [24, 95, 121, 130, 196], "ssl": 24, "modular": [24, 110, 112], "fixmatch": 24, "defixmatch": 24, "speech": [24, 73, 98, 100, 103, 128], "light": [24, 25, 52, 130, 209, 264], "vit": 24, "strong": [24, 98, 177, 193, 264], "unlabel": 24, "confid": [24, 52, 99, 126, 160, 161, 170], "threshold": [24, 49, 60, 82, 109, 110, 126, 160, 164, 172], "statu": [24, 126, 164, 174, 175, 265], "absorb": 24, "gaussian": [24, 47, 52, 126, 160], "overcom": [24, 113], "quantiti": [24, 97, 121, 124, 146, 151, 155], "trade": [24, 126, 153], "afford": 24, "nlp": [24, 42, 92, 93, 99, 102, 103, 113, 114, 115, 116, 118, 127, 128, 138, 166, 178, 186, 194, 200, 231, 235, 248, 254], "audio": [24, 26, 27, 28, 29, 30, 34, 38, 44, 121, 141, 168, 171], "semilearn": 24, "get_dataset": 24, "get_data_load": 24, "weak": [24, 264], "get_net_build": 24, "get_algorithm": 24, "get_config": 24, "hyper": [24, 165], "vit_tiny_patch2_32": 24, "use_pretrain": 24, "pretrain_path": 24, "microsoft": [24, 107, 108, 138, 169], "vit_tiny_patch2_32_mlp_im_1k_32": 24, "num_train_it": 24, "num_eval_it": 24, "num_log_it": 24, "adamw": [24, 75, 110, 122, 161], "layer_decai": 24, "cifar10": [24, 57, 87, 92, 97, 169, 221, 251, 255], "num_label": [24, 99], "img_siz": 24, "crop_ratio": 24, "875": 24, "data_dir": [24, 87, 117, 122, 138, 149, 158, 186], "ulb_samples_per_class": 24, "hard_label": 24, "ema_p": 24, "999": [24, 52, 94, 96, 170], "ent_loss_ratio": 24, "uratio": 24, "ulb_loss_ratio": 24, "dataset_dict": 24, "include_lb_to_ulb": 24, "train_lb_load": 24, "train_lb": 24, "train_ulb_load": 24, "train_ulb": 24, "eval_load": 24, "from_nam": 24, "tb_log": 24, "logger": [24, 138, 147, 149, 172, 186, 196], "lb_imb_ratio": 24, "ulb_imb_ratio": 24, "1500": [24, 122, 232], "ulb_num_label": 24, "3000": [24, 170], "kihyuk": 24, "sohn": 24, "yidong": 24, "usb_semisup_learn": 24, "jamesre": 25, "fb": 25, "michael": [25, 42, 98, 211, 212, 231, 257], "suo": 25, "rev2": 25, "hierarchi": [25, 60, 178], "__version__": [25, 42, 107, 119, 138, 147, 159, 186, 189, 207, 209, 223], "mycel": 25, "my_cel": 25, "3x4": 25, "redefin": 25, "succinctli": [25, 154], "mydecisiong": [25, 254], "dg": 25, "tape": [25, 42, 76], "traced_cel": [25, 254], "rewind": 25, "tracedmodul": [25, 60, 85, 254], "ir": [25, 110, 143, 145, 184, 217], "commonli": [25, 49, 69, 87, 97, 159, 166, 169, 180, 221, 265], "acquir": [25, 112, 135, 157, 160, 164], "laden": 25, "submodul": [25, 49, 60, 85, 154, 165, 203, 219, 223, 229], "branch": [25, 174, 175, 178, 179, 200, 207, 221, 225, 226], "nowher": 25, "faithfulli": [25, 190], "analysi": [25, 87, 107, 115, 121, 123, 144, 145, 165, 169, 172, 175, 177, 185, 227], "scripted_g": 25, "scripted_cel": [25, 254], "decis": [25, 100, 137, 190, 191, 193, 225, 226], "myrnnloop": 25, "xs": [25, 135, 167], "rnn_loop": 25, "wraprnn": 25, "freestand": 25, "wrapped_rnn": 25, "neurip": 25, "1hiicg6jrkbnr5hvk2": 25, "vnmi88vi9puzej": 25, "intro_to_torchscript_tutori": [25, 204], "audio_data_augmentation_tutori": [26, 28], "redirect": [26, 27, 28, 29, 30, 31, 74, 141, 152, 168, 171, 181, 218], "audio_datasets_tutori": 27, "audio_feature_extractions_tutori": 29, "audio_io_tutori": 30, "\u57fa\u7840\u77e5\u8bc6": [32, 33, 34, 35, 37, 38, 39, 40, 41, 121], "\u5feb\u901f\u5165\u95e8": [32, 33, 34, 36, 37, 39, 40, 41, 252], "\u6570\u636e\u96c6\u4e0e\u6570\u636e\u52a0\u8f7d\u5668": [32, 33, 36, 37, 38, 39, 40, 41], "\u6784\u5efa\u795e\u7ecf\u7f51\u7edc": [32, 34, 36, 37, 38, 39, 40, 41], "\u4f18\u5316\u6a21\u578b\u53c2\u6570": [32, 33, 34, 36, 39, 40, 41], "\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b": [32, 33, 34, 36, 37, 38, 40, 41, 215, 236, 252], "\u5728\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u65f6": [32, 251], "\u6700\u5e38\u7528\u7684\u7b97\u6cd5\u662f": 32, "\u53cd\u5411\u4f20\u64ad": [32, 37, 260], "\u5728\u8fd9\u4e2a\u7b97\u6cd5\u4e2d": 32, "\u53c2\u6570": [32, 95, 231, 239, 241, 245, 246, 248], "\u6a21\u578b\u6743\u91cd": 32, "\u6839\u636e\u635f\u5931\u51fd\u6570\u76f8\u5bf9\u4e8e\u7ed9\u5b9a\u53c2\u6570\u7684": 32, "\u68af\u5ea6": [32, 89, 248], "\u8fdb\u884c\u8c03\u6574": 32, "\u4e3a\u4e86\u8ba1\u7b97\u8fd9\u4e9b\u68af\u5ea6": 32, "\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5185\u7f6e\u7684\u5fae\u5206\u5f15\u64ce": 32, "\u79f0\u4e3a": [32, 39, 89], "\u5b83\u652f\u6301\u5bf9\u4efb\u4f55\u8ba1\u7b97\u56fe\u81ea\u52a8\u8ba1\u7b97\u68af\u5ea6": 32, "\u8003\u8651\u6700\u7b80\u5355\u7684\u5355\u5c42\u795e\u7ecf\u7f51\u7edc": 32, "\u5177\u6709\u8f93\u5165": 32, "\u548c": [32, 34, 36, 37, 38, 39, 41, 89, 90, 92, 95, 96, 111, 118, 121, 129, 213, 214, 215, 216, 220, 222, 227, 230, 231, 232, 234, 235, 237, 239, 241, 242, 243, 244, 245, 247, 248, 250, 251, 252, 256, 258, 259, 260], "\u4ee5\u53ca\u4e00\u4e9b\u635f\u5931\u51fd\u6570": 32, "\u53ef\u4ee5\u5728": [32, 104, 230], "\u4e2d\u6309\u4ee5\u4e0b\u65b9\u5f0f\u5b9a\u4e49\u5b83": 32, "binary_cross_entropy_with_logit": [32, 231], "\u8fd9\u6bb5\u4ee3\u7801\u5b9a\u4e49\u4e86\u4ee5\u4e0b": 32, "\u8ba1\u7b97\u56fe": [32, 111], "\u5728\u8fd9\u4e2a\u7f51\u7edc\u4e2d": 32, "\u662f": [32, 34, 92, 93, 104, 129, 231, 237, 245, 258, 259], "\u6211\u4eec\u9700\u8981\u5bf9\u5b83\u4eec\u8fdb\u884c\u4f18\u5316": 32, "\u56e0\u6b64": [32, 89, 111, 213, 227, 231, 232, 239, 241, 243, 248, 260], "\u6211\u4eec\u9700\u8981\u80fd\u591f\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u76f8\u5bf9\u4e8e\u8fd9\u4e9b\u53d8\u91cf\u7684\u68af\u5ea6": 32, "\u4e3a\u4e86\u505a\u5230\u8fd9\u4e00\u70b9": 32, "\u6211\u4eec\u8bbe\u7f6e\u4e86\u8fd9\u4e9b\u5f20\u91cf\u7684": 32, "\u5c5e\u6027": [32, 89, 95, 231], "\u6216\u5728\u521b\u5efa\u540e\u4f7f\u7528": 32, "\u65b9\u6cd5\u6765\u8bbe\u7f6e": 32, "\u6211\u4eec\u5e94\u7528\u4e8e\u5f20\u91cf\u4ee5\u6784\u5efa\u8ba1\u7b97\u56fe\u7684\u51fd\u6570\u5b9e\u9645\u4e0a\u662f": 32, "\u7c7b\u7684\u5bf9\u8c61": 32, "\u8fd9\u4e2a\u5bf9\u8c61\u77e5\u9053\u5982\u4f55\u5728": 32, "\u524d\u5411": [32, 92, 111, 251], "\u65b9\u5411\u8ba1\u7b97\u51fd\u6570": 32, "\u4e5f\u77e5\u9053\u5982\u4f55\u5728": 32, "\u6b65\u9aa4\u4e2d\u8ba1\u7b97\u5176\u5bfc\u6570": 32, "\u5bf9\u4e8e\u53cd\u5411\u4f20\u64ad\u51fd\u6570\u7684\u5f15\u7528\u5b58\u50a8\u5728\u5f20\u91cf\u7684": 32, "\u5c5e\u6027\u4e2d": [32, 251], "\u60a8\u53ef\u4ee5\u5728": 32, "\u6587\u6863": [32, 89, 93, 95, 215, 227, 235, 246, 248, 256, 257, 258], "__": [32, 37, 40, 90, 94, 172, 235], "\u4e2d\u627e\u5230\u6709\u5173": 32, "\u7684\u66f4\u591a\u4fe1\u606f": [32, 257], "\u4e3a\u4e86\u4f18\u5316\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570\u6743\u91cd": 32, "\u6211\u4eec\u9700\u8981\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u76f8\u5bf9\u4e8e\u53c2\u6570\u7684\u5bfc\u6570": 32, "\u5373\u5728\u67d0\u4e9b\u56fa\u5b9a\u7684": 32, "\u503c\u4e0b": 32, "\u6211\u4eec\u9700\u8981": 32, "frac": [32, 43, 64, 85, 89, 98, 99, 101, 103, 111, 125, 131, 136, 160, 161, 264], "partial": [32, 43, 75, 87, 89, 101, 112, 113, 122, 123, 124, 125, 137, 142, 146, 221, 264], "\u8981\u8ba1\u7b97\u8fd9\u4e9b\u5bfc\u6570": 32, "\u6211\u4eec\u8c03\u7528": [32, 95], "\u7136\u540e\u4ece": 32, "\u4e2d\u68c0\u7d22\u503c": 32, "\u9ed8\u8ba4\u60c5\u51b5\u4e0b": [32, 37, 95, 214, 215, 227, 239, 248], "\u6240\u6709\u5177\u6709": 32, "\u7684\u5f20\u91cf\u90fd\u5728\u8ddf\u8e2a\u5b83\u4eec\u7684\u8ba1\u7b97\u5386\u53f2\u5e76\u652f\u6301\u68af\u5ea6\u8ba1\u7b97": 32, "\u7136\u800c": [32, 111, 129, 232, 238, 247, 253], "\u6709\u4e9b\u60c5\u51b5\u4e0b\u6211\u4eec\u4e0d\u9700\u8981\u8fd9\u6837\u505a": 32, "\u4f8b\u5982": [32, 33, 34, 38, 40, 89, 92, 93, 95, 104, 129, 208, 216, 217, 220, 227, 238, 239, 240, 245, 246, 247, 248, 251, 253, 260], "\u5f53\u6211\u4eec\u5df2\u7ecf\u8bad\u7ec3\u597d\u6a21\u578b\u5e76\u53ea\u60f3\u5c06\u5176\u5e94\u7528\u4e8e\u4e00\u4e9b\u8f93\u5165\u6570\u636e\u65f6": 32, "\u5373\u6211\u4eec\u53ea\u60f3\u901a\u8fc7\u7f51\u7edc\u8fdb\u884c": 32, "\u8ba1\u7b97": [32, 95, 129], "\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5c06\u6211\u4eec\u7684\u8ba1\u7b97\u4ee3\u7801\u5305\u88f9\u5728": 32, "\u5757\u4e2d\u6765\u505c\u6b62\u8ddf\u8e2a\u8ba1\u7b97": 32, "\u53e6\u4e00\u79cd\u5b9e\u73b0\u76f8\u540c\u7ed3\u679c\u7684\u65b9\u6cd5\u662f\u5bf9\u5f20\u91cf\u4f7f\u7528": 32, "\u65b9\u6cd5": [32, 33, 39, 89, 94, 95, 104, 230, 234, 246], "z_det": 32, "\u5e0c\u671b\u7981\u7528\u68af\u5ea6\u8ddf\u8e2a\u7684\u539f\u56e0\u53ef\u80fd\u5982\u4e0b": 32, "\u5c06\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u67d0\u4e9b\u53c2\u6570\u6807\u8bb0\u4e3a": 32, "\u51bb\u7ed3\u53c2\u6570": 32, "\u5728\u4ec5\u8fdb\u884c\u524d\u5411\u4f20\u9012\u65f6": 32, "\u52a0\u901f\u8ba1\u7b97": 32, "\u56e0\u4e3a\u4e0d\u8ddf\u8e2a\u68af\u5ea6\u7684\u5f20\u91cf\u4e0a\u7684\u8ba1\u7b97\u4f1a\u66f4\u9ad8\u6548": 32, "\u6982\u5ff5\u4e0a": 32, "\u5728\u4e00\u4e2a\u7531": 32, "\u5bf9\u8c61": [32, 92, 104, 247, 253], "\u7ec4\u6210\u7684\u6709\u5411\u65e0\u73af\u56fe": 32, "dag": 32, "\u4e2d\u8bb0\u5f55\u6570\u636e": 32, "\u548c\u6240\u6709\u6267\u884c\u7684\u64cd\u4f5c": 32, "\u4ee5\u53ca\u4ea7\u751f\u7684\u65b0\u5f20\u91cf": 32, "\u5728\u8fd9\u4e2a": 32, "\u4e2d": [32, 34, 92, 104, 121, 211, 217, 227, 234, 236, 237, 238, 239, 247, 249, 252], "\u53f6\u5b50\u8282\u70b9\u662f\u8f93\u5165\u5f20\u91cf": 32, "\u6839\u8282\u70b9\u662f\u8f93\u51fa\u5f20\u91cf": 32, "\u901a\u8fc7\u4ece\u6839\u5230\u53f6\u8ddf\u8e2a\u8fd9\u4e2a\u56fe": 32, "\u53ef\u4ee5\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u81ea\u52a8\u8ba1\u7b97\u68af\u5ea6": 32, "\u5728\u524d\u5411\u4f20\u9012\u4e2d": 32, "\u540c\u65f6\u505a\u4e24\u4ef6\u4e8b": 32, "\u6267\u884c\u8bf7\u6c42\u7684\u64cd\u4f5c\u4ee5\u8ba1\u7b97\u7ed3\u679c\u5f20\u91cf": 32, "\u5728": [32, 33, 89, 92, 93, 94, 96, 104, 121, 140, 213, 214, 215, 216, 222, 227, 231, 232, 236, 238, 247, 248, 250, 252, 253, 259, 260], "\u4e2d\u7ef4\u62a4\u64cd\u4f5c\u7684": 32, "\u68af\u5ea6\u51fd\u6570": 32, "\u5f53\u5728": 32, "\u6839\u8282\u70b9\u4e0a\u8c03\u7528": 32, "\u65f6": [32, 89, 90, 95, 129, 216, 231, 238, 245, 248, 260], "\u53cd\u5411\u4f20\u9012\u5f00\u59cb": 32, "\u7136\u540e": [32, 93, 104, 111, 129, 213, 216, 253], "\u4ece\u6bcf\u4e2a": 32, "\u5c06\u5b83\u4eec\u7d2f\u79ef\u5230\u5404\u81ea\u5f20\u91cf\u7684": 32, "\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219": 32, "\u4e00\u76f4\u4f20\u64ad\u5230\u53f6\u5b50\u5f20\u91cf": 32, "\u5728\u5f88\u591a\u60c5\u51b5\u4e0b": 32, "\u6211\u4eec\u6709\u4e00\u4e2a\u6807\u91cf\u635f\u5931\u51fd\u6570": 32, "\u9700\u8981\u8ba1\u7b97\u76f8\u5bf9\u4e8e\u67d0\u4e9b\u53c2\u6570\u7684\u68af\u5ea6": 32, "\u4e5f\u6709\u4e00\u4e9b\u60c5\u51b5\u4e0b": 32, "\u8f93\u51fa\u51fd\u6570\u662f\u4e00\u4e2a\u4efb\u610f\u7684\u5f20\u91cf": 32, "\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b": [32, 39, 95, 104, 231, 235, 241], "\u5141\u8bb8\u60a8\u8ba1\u7b97\u6240\u8c13\u7684": 32, "\u96c5\u53ef\u6bd4\u4e58\u79ef": 32, "\u800c\u4e0d\u662f\u5b9e\u9645\u7684\u68af\u5ea6": 32, "vec": [32, 43, 89, 98, 99, 145, 146, 151], "langl": 32, "x_1": [32, 101, 116, 151, 264], "x_n": [32, 52], "rangl": 32, "y_1": [32, 101, 116], "y_m": 32, "ccc": [32, 43, 89], "y_": [32, 43, 89, 98], "x_": [32, 43, 89, 264], "cdot": [32, 43, 52, 89, 103, 125], "vdot": [32, 43, 89], "ddot": [32, 43, 89], "v_1": 32, "v_m": 32, "retain_graph": [32, 76, 129, 192, 206], "nsecond": 32, "ncall": 32, "accumul": [32, 43, 47, 49, 52, 69, 76, 98, 99, 101, 102, 103, 111, 115, 130, 131, 147, 153, 161, 162, 163, 164], "leaf": [32, 43, 184], "life": [32, 97, 113, 127, 128], "autogradqs_tutori": [32, 35, 40], "\u5f20\u91cf": [33, 34, 36, 37, 38, 39, 41, 70, 88, 89, 90, 93, 94, 95, 96, 104, 214, 245], "\u81ea\u52a8\u5fae\u5206": [33, 34, 36, 37, 38, 39, 40, 41, 88, 89, 90, 92, 93, 94, 95, 96, 111], "\u795e\u7ecf\u7f51\u7edc\u7531\u6267\u884c\u6570\u636e\u64cd\u4f5c\u7684": 33, "\u5c42": [33, 92, 93, 104, 111, 231, 245, 248, 253], "\u6a21\u5757": [33, 90, 232, 239], "\u7ec4\u6210": [33, 227], "\u547d\u540d\u7a7a\u95f4\u63d0\u4f9b\u4e86\u6784\u5efa\u4f60\u81ea\u5df1\u7684\u795e\u7ecf\u7f51\u7edc\u6240\u9700\u7684\u6240\u6709\u6784\u5efa\u5757": 33, "\u4e2d\u7684\u6bcf\u4e2a\u6a21\u5757\u90fd\u662f": 33, "\u7684\u5b50\u7c7b": [33, 34, 92, 93, 230, 231, 258], "\u795e\u7ecf\u7f51\u7edc\u672c\u8eab\u5c31\u662f\u4e00\u4e2a\u7531\u5176\u4ed6\u6a21\u5757": 33, "\u7ec4\u6210\u7684\u6a21\u5757": 33, "\u8fd9\u79cd\u5d4c\u5957\u7ed3\u6784\u5141\u8bb8\u8f7b\u677e\u6784\u5efa\u548c\u7ba1\u7406\u590d\u6742\u7684\u67b6\u6784": 33, "\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d": 33, "\u6211\u4eec\u5c06\u6784\u5efa\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc": 33, "\u7528\u4e8e\u5bf9": 33, "fashionmnist": [33, 34, 37, 38, 41, 94, 96, 170], "\u6570\u636e\u96c6\u4e2d\u7684\u56fe\u50cf\u8fdb\u884c\u5206\u7c7b": 33, "\u6211\u4eec\u5e0c\u671b\u80fd\u591f\u5728\u786c\u4ef6\u52a0\u901f\u5668": 33, "\u5982": [33, 93, 104, 230, 238, 245, 258, 259], "\u6216": [33, 38, 72, 93, 95, 96, 104, 208, 222, 227, 230, 231, 235, 237, 243, 245], "\u4e0a\u8bad\u7ec3\u6211\u4eec\u7684\u6a21\u578b": 33, "\u5982\u679c\u53ef\u7528": [33, 38], "\u8ba9\u6211\u4eec\u68c0\u67e5\u4e00\u4e0b": 33, "\u662f\u5426\u53ef\u7528": 33, "\u5426\u5219\u6211\u4eec\u4f7f\u7528": 33, "\u6211\u4eec\u901a\u8fc7\u7ee7\u627f": 33, "\u6765\u5b9a\u4e49\u6211\u4eec\u7684\u795e\u7ecf\u7f51\u7edc": 33, "\u5e76\u5728": [33, 38, 220], "\u65b9\u6cd5\u4e2d\u521d\u59cb\u5316\u795e\u7ecf\u7f51\u7edc\u5c42": 33, "\u6bcf\u4e2a": [33, 215], "\u5b50\u7c7b\u90fd\u5728": 33, "\u65b9\u6cd5\u4e2d\u5b9e\u73b0\u5bf9\u8f93\u5165\u6570\u636e\u7684\u64cd\u4f5c": 33, "neuralnetwork": [33, 37, 38, 188], "linear_relu_stack": [33, 37, 38, 220], "logit": [33, 37, 38, 97, 118, 138, 149, 186, 220], "\u6211\u4eec\u521b\u5efa\u4e00\u4e2a": 33, "\u7684\u5b9e\u4f8b": [33, 93, 220, 231], "\u5e76\u5c06\u5176\u79fb\u52a8\u5230": 33, "\u4e0a": [33, 38, 89, 95, 104, 213, 215, 231, 239, 248], "\u7136\u540e\u6253\u5370\u5176\u7ed3\u6784": 33, "\u8981\u4f7f\u7528\u6a21\u578b": 33, "\u6211\u4eec\u5c06\u8f93\u5165\u6570\u636e\u4f20\u9012\u7ed9\u5b83": 33, "\u8fd9\u5c06\u6267\u884c\u6a21\u578b\u7684": 33, "\u4ee5\u53ca\u4e00\u4e9b": 33, "\u540e\u53f0\u64cd\u4f5c": 33, "270111b7b611d174967ed204776985cefca9c144": 33, "l866": 33, "\u4e0d\u8981\u76f4\u63a5\u8c03\u7528": 33, "\u5c06\u8f93\u5165\u4f20\u9012\u7ed9\u6a21\u578b\u4f1a\u8fd4\u56de\u4e00\u4e2a\u4e8c\u7ef4\u5f20\u91cf": 33, "\u5176\u4e2d": [33, 93, 95, 111, 214], "\u5bf9\u5e94\u6bcf\u4e2a\u7c7b\u522b\u7684": 33, "\u4e2a\u539f\u59cb\u9884\u6d4b\u503c\u7684\u8f93\u51fa": 33, "\u5bf9\u5e94\u6bcf\u4e2a\u8f93\u51fa\u7684\u5404\u4e2a\u503c": 33, "\u6211\u4eec\u901a\u8fc7\u5c06\u5176\u4f20\u9012\u7ed9": 33, "\u6a21\u5757\u7684\u5b9e\u4f8b\u6765\u83b7\u5f97\u9884\u6d4b\u6982\u7387": 33, "pred_probab": [33, 220], "y_pred": [33, 63, 64, 65, 67, 68, 69, 71, 72, 111, 220], "argmax": [33, 37, 38, 98, 102, 104, 115, 119, 123, 130, 138, 147, 149, 163, 186, 220, 222], "\u8ba9\u6211\u4eec\u5206\u89e3\u4e00\u4e0b": 33, "\u6a21\u578b\u4e2d\u7684\u5404\u5c42": 33, "\u4e3a\u4e86\u89e3\u91ca\u5b83": 33, "\u6211\u4eec\u5c06\u53d6\u4e00\u4e2a\u5305\u542b": 33, "\u5f20": 33, "28x28": [33, 104, 170], "\u5c3a\u5bf8\u56fe\u50cf\u7684\u5c0f\u6279\u91cf\u6837\u672c": 33, "\u5e76\u89c2\u5bdf\u5b83\u5728\u901a\u8fc7\u7f51\u7edc\u65f6\u53d1\u751f\u4e86\u4ec0\u4e48": 33, "input_imag": [33, 58, 59], "\u6211\u4eec\u521d\u59cb\u5316": 33, "\u5c06\u6bcf\u4e2a\u4e8c\u7ef4": 33, "\u56fe\u50cf\u8f6c\u6362\u4e3a\u5305\u542b": 33, "784": [33, 94, 104, 139, 170], "\u4e2a\u50cf\u7d20\u503c\u7684\u8fde\u7eed\u6570\u7ec4": 33, "\u4fdd\u7559\u5c0f\u6279\u91cf\u7ef4\u5ea6": 33, "flat_imag": 33, "\u7ebf\u6027\u5c42": 33, "\u662f\u4e00\u4e2a\u6a21\u5757": 33, "\u5b83\u4f7f\u7528\u5b58\u50a8\u7684\u6743\u91cd": 33, "\u548c\u504f\u7f6e": [33, 104], "\u5bf9\u8f93\u5165\u5e94\u7528\u7ebf\u6027\u53d8\u6362": 33, "layer1": [33, 89, 150, 158, 161, 196], "in_featur": [33, 109, 117, 123, 158, 179, 180, 202, 203, 240], "hidden1": [33, 235], "\u975e\u7ebf\u6027\u6fc0\u6d3b\u51fd\u6570\u521b\u5efa\u4e86\u6a21\u578b\u8f93\u5165\u548c\u8f93\u51fa\u4e4b\u95f4\u7684\u590d\u6742\u6620\u5c04": 33, "\u5b83\u4eec\u5728\u7ebf\u6027\u53d8\u6362\u4e4b\u540e\u5e94\u7528": 33, "\u4ee5\u5f15\u5165": 33, "\u975e\u7ebf\u6027": [33, 93], "\u5e2e\u52a9\u795e\u7ecf\u7f51\u7edc\u5b66\u4e60\u5404\u79cd\u73b0\u8c61": 33, "\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d": 33, "\u6211\u4eec\u5728\u7ebf\u6027\u5c42\u4e4b\u95f4\u4f7f\u7528": 33, "\u4f46\u8fd8\u6709\u5176\u4ed6\u6fc0\u6d3b\u51fd\u6570\u53ef\u4ee5\u5728\u4f60\u7684\u6a21\u578b\u4e2d\u5f15\u5165\u975e\u7ebf\u6027": 33, "\u662f\u4e00\u4e2a\u6709\u5e8f\u7684\u6a21\u5757\u5bb9\u5668": 33, "\u6570\u636e\u6309\u7167\u5b9a\u4e49\u7684\u987a\u5e8f\u4f9d\u6b21\u901a\u8fc7\u6240\u6709\u6a21\u5757": 33, "\u60a8\u53ef\u4ee5\u4f7f\u7528\u5e8f\u5217\u5bb9\u5668\u6765\u5feb\u901f\u7ec4\u5408\u4e00\u4e2a\u7f51\u7edc": 33, "seq_modul": 33, "\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u540e\u4e00\u4e2a\u7ebf\u6027\u5c42\u8fd4\u56de\u7684\u662f": 33, "\u5bf9\u6570\u51e0\u7387": 33, "infti": [33, 161], "\u8303\u56f4\u5185\u7684\u539f\u59cb\u503c": 33, "\u8fd9\u4e9b\u503c\u4f1a\u88ab\u4f20\u9012\u5230": 33, "\u5bf9\u6570\u51e0\u7387\u88ab\u7f29\u653e\u5230\u503c\u4e3a": 33, "\u7684\u8303\u56f4": 33, "\u8868\u793a\u6a21\u578b\u5bf9\u6bcf\u4e2a\u7c7b\u522b\u7684\u9884\u6d4b\u6982\u7387": 33, "\u53c2\u6570\u6307\u793a\u503c\u5fc5\u987b\u5728\u5176\u6cbf\u7740\u7684\u7ef4\u5ea6\u4e0a\u6c42\u548c\u4e3a": 33, "\u795e\u7ecf\u7f51\u7edc\u5185\u90e8\u7684\u8bb8\u591a\u5c42\u90fd\u662f": 33, "\u53c2\u6570\u5316": 33, "\u7684": [33, 34, 71, 72, 89, 90, 95, 104, 121, 129, 211, 213, 214, 215, 230, 231, 232, 234, 238, 239, 245, 252, 256, 257], "\u5373\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4f1a\u4f18\u5316\u7684\u76f8\u5173\u6743\u91cd\u548c\u504f\u7f6e": 33, "\u901a\u8fc7\u5b50\u7c7b\u5316": 33, "\u53ef\u4ee5\u81ea\u52a8\u8ddf\u8e2a\u6a21\u578b\u5bf9\u8c61\u5185\u5b9a\u4e49\u7684\u6240\u6709\u5b57\u6bb5": 33, "\u5e76\u4f7f\u7528\u6a21\u578b\u7684": 33, "\u65b9\u6cd5\u8bbf\u95ee\u6240\u6709\u53c2\u6570": 33, "\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d": [33, 111, 235, 242, 252, 253], "\u6211\u4eec\u904d\u5386\u6bcf\u4e2a\u53c2\u6570": 33, "\u5e76\u6253\u5370\u5176\u5927\u5c0f\u4ee5\u53ca\u503c\u7684\u9884\u89c8": 33, "buildmodel_tutori": [33, 35, 37, 38], "\u5904\u7406\u6570\u636e\u6837\u672c\u7684\u4ee3\u7801\u53ef\u80fd\u4f1a\u53d8\u5f97\u6df7\u4e71\u4e14\u96be\u4ee5\u7ef4\u62a4": 34, "\u7406\u60f3\u60c5\u51b5\u4e0b": 34, "\u6211\u4eec\u5e0c\u671b\u6570\u636e\u96c6\u4ee3\u7801\u4e0e\u6a21\u578b\u8bad\u7ec3\u4ee3\u7801\u89e3\u8026": 34, "\u4ee5\u63d0\u9ad8\u53ef\u8bfb\u6027\u548c\u6a21\u5757\u5316": 34, "\u63d0\u4f9b\u4e86\u4e24\u4e2a\u6570\u636e\u5904\u7406\u7684\u57fa\u672c\u5de5\u5177": 34, "\u5b83\u4eec\u5141\u8bb8\u60a8\u4f7f\u7528\u9884\u52a0\u8f7d\u7684\u6570\u636e\u96c6\u4ee5\u53ca\u60a8\u81ea\u5df1\u7684\u6570\u636e": 34, "\u5b58\u50a8\u6837\u672c\u53ca\u5176\u5bf9\u5e94\u7684\u6807\u7b7e": [34, 38], "\u800c": [34, 38, 89, 238, 245], "\u5219\u4e3a": 34, "\u5305\u88c5\u4e86\u4e00\u4e2a\u53ef\u8fed\u4ee3\u5bf9\u8c61": 34, "\u4ee5\u4fbf\u4e8e\u8bbf\u95ee\u6837\u672c": 34, "\u57df\u5e93\u63d0\u4f9b\u4e86\u8bb8\u591a\u9884\u52a0\u8f7d\u7684\u6570\u636e\u96c6": 34, "\u8fd9\u4e9b\u6570\u636e\u96c6\u662f": 34, "\u5e76\u5b9e\u73b0\u4e86\u7279\u5b9a\u4e8e\u8be5\u6570\u636e\u7684\u51fd\u6570": 34, "\u5b83\u4eec\u53ef\u4ee5\u7528\u4e8e\u6a21\u578b\u7684\u539f\u578b\u8bbe\u8ba1\u548c\u57fa\u51c6\u6d4b\u8bd5": 34, "\u60a8\u53ef\u4ee5\u5728\u4ee5\u4e0b\u94fe\u63a5\u627e\u5230\u8fd9\u4e9b\u6570\u636e\u96c6": 34, "\u56fe\u50cf\u6570\u636e\u96c6": 34, "\u6587\u672c\u6570\u636e\u96c6": 34, "\u97f3\u9891\u6570\u636e\u96c6": 34, "\u4e0b\u9762\u662f\u4e00\u4e2a\u4ece": 34, "\u52a0\u8f7d": [34, 39, 241, 243], "fashion": [34, 49, 60, 94, 96, 107, 122, 124, 126, 135, 163, 167, 170, 172, 221], "\u6570\u636e\u96c6\u7684\u793a\u4f8b": 34, "zalando": 34, "\u7684\u5546\u54c1\u56fe\u7247\u6570\u636e\u96c6": 34, "\u5305\u62ec": [34, 89, 90, 93, 96, 217, 231, 232, 234, 235], "\u4e2a\u8bad\u7ec3\u6837\u672c\u548c": 34, "\u4e2a\u6d4b\u8bd5\u6837\u672c": 34, "\u6bcf\u4e2a\u6837\u672c\u5305\u542b\u4e00\u4e2a": 34, "\u7684\u7070\u5ea6\u56fe\u50cf\u548c\u4e00\u4e2a\u6765\u81ea": 34, "\u4e2a\u7c7b\u522b\u4e4b\u4e00\u7684\u6807\u7b7e": 34, "\u6211\u4eec\u4f7f\u7528\u4ee5\u4e0b\u53c2\u6570\u52a0\u8f7d": 34, "\u6570\u636e\u96c6": [34, 38, 92, 96, 104, 121, 234, 237], "\u662f\u5b58\u50a8\u8bad\u7ec3": 34, "\u6d4b\u8bd5\u6570\u636e\u7684\u8def\u5f84": 34, "\u6307\u5b9a\u662f\u8bad\u7ec3\u96c6\u8fd8\u662f\u6d4b\u8bd5\u96c6": 34, "\u8868\u793a\u5982\u679c\u6570\u636e\u5728": 34, "\u8def\u5f84\u4e2d\u4e0d\u53ef\u7528": 34, "\u5219\u4ece\u4e92\u8054\u7f51\u4e0b\u8f7d\u6570\u636e": 34, "target_transform": [34, 38, 41], "\u6307\u5b9a\u7279\u5f81\u548c\u6807\u7b7e\u7684\u8f6c\u6362": 34, "read_imag": [34, 179], "training_data": [34, 37, 38, 98, 102], "\u6211\u4eec\u53ef\u4ee5\u50cf\u5217\u8868\u4e00\u6837\u624b\u52a8\u7d22\u5f15": 34, "\u4f7f\u7528": [34, 88, 94, 95, 121, 129, 140, 208, 216, 236, 237, 243, 245, 246, 251, 252, 258, 260], "\u6765\u53ef\u89c6\u5316\u8bad\u7ec3\u6570\u636e\u4e2d\u7684\u4e00\u4e9b\u6837\u672c": 34, "labels_map": 34, "shirt": [34, 38, 94, 96, 170], "trouser": [34, 38, 94, 96, 170], "pullov": [34, 38, 94, 96, 170], "dress": [34, 38, 94, 96, 170], "coat": [34, 38, 94, 96, 170], "sandal": [34, 38, 94, 96, 170], "sneaker": [34, 38, 94, 96, 170], "ankl": [34, 38, 94, 96, 170], "boot": [34, 38, 94, 96, 159, 170], "add_subplot": [34, 127, 166, 170], "\u81ea\u5b9a\u4e49\u6570\u636e\u96c6\u7c7b\u5fc5\u987b\u5b9e\u73b0\u4e09\u4e2a\u51fd\u6570": 34, "\u8bf7\u770b\u8fd9\u4e2a\u5b9e\u73b0\u793a\u4f8b": 34, "\u56fe\u50cf\u5b58\u50a8\u5728\u76ee\u5f55": 34, "img_dir": 34, "\u5b83\u4eec\u7684\u6807\u7b7e\u5355\u72ec\u5b58\u50a8\u5728": 34, "csv": [34, 49, 51, 122], "\u6587\u4ef6": [34, 90, 104, 246, 258, 259], "annotations_fil": 34, "\u5177\u4f53\u4ee3\u7801\u5b9e\u73b0\u5982\u4e0b": 34, "customimagedataset": 34, "img_label": 34, "read_csv": [34, 51], "img_path": [34, 117, 179], "iloc": [34, 51], "\u51fd\u6570\u5728\u5b9e\u4f8b\u5316\u6570\u636e\u96c6\u5bf9\u8c61\u65f6\u8fd0\u884c\u4e00\u6b21": 34, "\u6211\u4eec\u521d\u59cb\u5316\u5305\u542b\u56fe\u50cf\u7684\u76ee\u5f55": 34, "\u6ce8\u91ca\u6587\u4ef6\u548c\u4e24\u79cd\u8f6c\u6362": 34, "\u5728\u4e0b\u4e00\u90e8\u5206\u4e2d\u5c06\u66f4\u8be6\u7ec6\u5730\u4ecb\u7ecd": 34, "\u6587\u4ef6\u7684\u5185\u5bb9\u5982\u4e0b": 34, "tshirt1": 34, "tshirt2": 34, "ankleboot999": 34, "\u51fd\u6570\u8fd4\u56de\u6570\u636e\u96c6\u4e2d\u7684\u6837\u672c\u6570\u91cf": 34, "\u51fd\u6570\u52a0\u8f7d\u5e76\u8fd4\u56de\u6570\u636e\u96c6\u4e2d\u7ed9\u5b9a\u7d22\u5f15": 34, "\u7684\u6837\u672c": 34, "\u6839\u636e\u7d22\u5f15": 34, "\u5b83\u786e\u5b9a\u56fe\u50cf\u5728\u78c1\u76d8\u4e0a\u7684\u4f4d\u7f6e": 34, "\u5c06\u5176\u8f6c\u6362\u4e3a\u5f20\u91cf": [34, 214], "\u4ece": [34, 39, 71, 90, 92, 93, 96, 214, 232, 238, 248, 256, 259], "\u4e2d\u7684": [34, 92, 104, 129, 227, 231, 237, 238, 253], "\u6570\u636e\u4e2d\u68c0\u7d22\u76f8\u5e94\u7684\u6807\u7b7e": 34, "\u5bf9\u5b83\u4eec\u8c03\u7528\u8f6c\u6362\u51fd\u6570": 34, "\u5982\u679c\u9002\u7528": 34, "\u5e76\u4ee5\u5143\u7ec4\u5f62\u5f0f\u8fd4\u56de\u5f20\u91cf\u56fe\u50cf\u548c\u76f8\u5e94\u7684\u6807\u7b7e": 34, "\u4e00\u6b21\u68c0\u7d22\u6211\u4eec\u6570\u636e\u96c6\u7684\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81\u548c\u6807\u7b7e": 34, "\u5728\u8bad\u7ec3\u6a21\u578b\u65f6": [34, 89], "\u6211\u4eec\u901a\u5e38\u5e0c\u671b\u4ee5": 34, "\u5c0f\u6279\u91cf": 34, "\u7684\u65b9\u5f0f\u4f20\u9012\u6837\u672c": 34, "\u5728\u6bcf\u4e2a\u5468\u671f\u91cd\u65b0\u968f\u673a\u6392\u5217\u6570\u636e\u4ee5\u51cf\u5c11\u6a21\u578b\u8fc7\u62df\u5408": 34, "\u5e76\u4f7f\u7528": [34, 104, 121, 129, 213, 242, 247, 257], "\u52a0\u901f\u6570\u636e\u68c0\u7d22": 34, "\u662f\u4e00\u4e2a\u53ef\u8fed\u4ee3\u5bf9\u8c61": 34, "\u5b83\u901a\u8fc7\u7b80\u5355\u7684": 34, "\u4e3a\u6211\u4eec\u62bd\u8c61\u4e86\u8fd9\u4e9b\u590d\u6742\u6027": 34, "train_dataload": [34, 37, 38, 75, 115, 118, 149, 166], "shuffl": [34, 44, 45, 51, 52, 55, 73, 87, 92, 94, 96, 97, 104, 113, 115, 116, 117, 122, 123, 130, 136, 158, 159, 163, 167, 169, 170, 179, 222, 237, 251], "test_dataload": [34, 37, 38, 115], "train_featur": 34, "train_label": 34, "\u6211\u4eec\u5df2\u7ecf\u5c06\u6570\u636e\u96c6\u52a0\u8f7d\u5230": 34, "\u5e76\u53ef\u4ee5\u6839\u636e\u9700\u8981\u5bf9\u6570\u636e\u96c6\u8fdb\u884c\u8fed\u4ee3": 34, "\u4e0b\u9762\u7684\u6bcf\u6b21\u8fed\u4ee3\u90fd\u4f1a\u8fd4\u56de\u4e00\u4e2a\u6279\u6b21\u7684": 34, "\u5206\u522b\u5305\u542b": 34, "\u4e2a\u7279\u5f81\u548c\u6807\u7b7e": 34, "\u56e0\u4e3a\u6211\u4eec\u6307\u5b9a\u4e86": 34, "\u6240\u4ee5\u5728\u8fed\u4ee3\u5b8c\u6240\u6709\u6279\u6b21\u540e\u6570\u636e\u4f1a\u88ab\u91cd\u65b0\u6d17\u724c": 34, "\u5982\u679c\u60f3\u5bf9\u6570\u636e\u52a0\u8f7d\u987a\u5e8f\u8fdb\u884c\u66f4\u7cbe\u7ec6\u7684\u63a7\u5236": 34, "\u8bf7\u67e5\u770b": [34, 37, 94, 95, 214, 215], "data_tutori": [34, 35, 37, 38], "quickstart_tutori": [35, 36, 38], "tensorqs_tutori": [35, 40], "tensor_tutori": [35, 46, 48, 57], "dataquickstart_tutori": 35, "transforms_tutori": [35, 41], "autograd_tutori": [35, 37, 43, 46, 57], "optimization_tutori": [35, 37, 38], "saveloadrun_tutori": [35, 38, 39], "sphx_glr_beginner_basics_intro": 35, "sphx_glr_beginner_basics_saveloadrun_tutori": 35, "sphx_glr_beginner_basics_transforms_tutori": 35, "sphx_glr_beginner_basics_autogradqs_tutori": 35, "sphx_glr_beginner_basics_buildmodel_tutori": 35, "sphx_glr_beginner_basics_tensorqs_tutori": 35, "sphx_glr_beginner_basics_optimization_tutori": 35, "sphx_glr_beginner_basics_data_tutori": 35, "sphx_glr_beginner_basics_quickstart_tutori": 35, "suraj": [36, 53, 54, 55, 56, 109, 132, 133, 147, 177], "subramanian": [36, 53, 54, 55, 56, 109, 132, 133, 147, 177], "juarez": 36, "cassi": 36, "breviu": 36, "dmitri": 36, "soshnikov": 36, "ari": 36, "bornstein": 36, "\u5927\u591a\u6570\u673a\u5668\u5b66\u4e60\u5de5\u4f5c\u6d41\u6d89\u53ca\u5904\u7406\u6570\u636e": 36, "\u521b\u5efa\u6a21\u578b": 36, "\u4f18\u5316\u6a21\u578b\u53c2\u6570\u548c\u4fdd\u5b58\u8bad\u7ec3\u597d\u7684\u6a21\u578b": 36, "\u672c\u6559\u7a0b\u5c06\u5411\u60a8\u4ecb\u7ecd\u5728pytorch\u4e2d\u5b9e\u73b0\u7684\u5b8c\u6574ml\u5de5\u4f5c\u6d41": 36, "\u5e76\u63d0\u4f9b\u94fe\u63a5\u4ee5\u4e86\u89e3\u6709\u5173\u8fd9\u4e9b\u6982\u5ff5\u7684\u66f4\u591a\u4fe1\u606f": 36, "\u6211\u4eec\u5c06\u4f7f\u7528fashionmnist\u6570\u636e\u96c6\u6765\u8bad\u7ec3\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc": 36, "\u8be5\u7f51\u7edc\u53ef\u4ee5\u9884\u6d4b\u8f93\u5165\u56fe\u50cf\u662f\u5426\u5c5e\u4e8e\u4ee5\u4e0b\u7c7b\u522b\u4e4b\u4e00": 36, "t\u6064": 36, "\u4e0a\u8863": 36, "\u957f\u88e4": 36, "\u5957\u5934\u886b": 36, "\u8fde\u8863\u88d9": 36, "\u5916\u5957": 36, "\u51c9\u978b": 36, "\u886c\u886b": 36, "\u8fd0\u52a8\u978b": 36, "\u5305\u6216\u8e1d\u9774": 36, "\u672c\u6559\u7a0b\u5047\u8bbe\u60a8\u5bf9python\u548c\u6df1\u5ea6\u5b66\u4e60\u6982\u5ff5\u6709\u57fa\u672c\u7684\u4e86\u89e3": [36, 88], "\u60a8\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u51e0\u79cd\u65b9\u5f0f\u8fd0\u884c\u672c\u6559\u7a0b": [36, 88], "\u5728\u4e91\u7aef": [36, 88], "\u8fd9\u662f\u5f00\u59cb\u7684\u6700\u7b80\u5355\u65b9\u5f0f": [36, 88], "\u6bcf\u4e2a\u90e8\u5206\u7684\u9876\u90e8\u90fd\u6709\u4e00\u4e2a": 36, "\u5728microsoft": 36, "learn\u4e2d\u8fd0\u884c": 36, "\u5728googl": 36, "colab\u4e2d\u8fd0\u884c": [36, 237], "\u7684\u94fe\u63a5": 36, "\u5206\u522b\u4f1a\u5728microsoft": 36, "learn\u6216googl": 36, "colab\u4e2d\u6253\u5f00\u4e00\u4e2a\u96c6\u6210\u7684\u7b14\u8bb0\u672c": 36, "\u63d0\u4f9b\u5e26\u6709\u4ee3\u7801\u7684\u5b8c\u5168\u6258\u7ba1\u73af\u5883": 36, "\u672c\u5730\u8fd0\u884c": 36, "\u6b64\u9009\u9879\u9700\u8981\u60a8\u9996\u5148\u5728\u672c\u5730\u673a\u5668\u4e0a\u8bbe\u7f6epytorch\u548ctorchvis": [36, 88], "\u5b89\u88c5\u8bf4\u660e": [36, 88], "\u4e0b\u8f7d\u7b14\u8bb0\u672c\u6216\u5c06\u4ee3\u7801\u590d\u5236\u5230\u60a8\u559c\u6b22\u7684ide\u4e2d": 36, "\u5982\u679c\u60a8\u719f\u6089\u5176\u4ed6\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6": 36, "\u8bf7\u5148\u67e5\u770b": 36, "\u4ee5\u5feb\u901f\u719f\u6089pytorch\u7684api": 36, "\u5982\u679c\u60a8\u662f\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u7684\u65b0\u624b": 36, "\u8bf7\u76f4\u63a5\u8fdb\u5165\u6211\u4eec\u9010\u6b65\u6307\u5357\u7684\u7b2c\u4e00\u90e8\u5206": 36, "\u4f18\u5316\u6a21\u578b": 36, "\u4fdd\u5b58": [36, 241, 243], "\u52a0\u8f7d\u548c\u4f7f\u7528\u6a21\u578b": 36, "\u73b0\u5728\u6211\u4eec\u6709\u4e86\u6a21\u578b\u548c\u6570\u636e": 37, "\u662f\u65f6\u5019\u901a\u8fc7\u5728\u6570\u636e\u4e0a\u4f18\u5316\u6a21\u578b\u53c2\u6570\u6765\u8bad\u7ec3": 37, "\u9a8c\u8bc1\u548c\u6d4b\u8bd5\u6211\u4eec\u7684\u6a21\u578b\u4e86": 37, "\u8bad\u7ec3\u6a21\u578b\u662f\u4e00\u4e2a\u8fed\u4ee3\u8fc7\u7a0b": 37, "\u5728\u6bcf\u6b21\u8fed\u4ee3\u4e2d": 37, "\u6a21\u578b\u4f1a\u5bf9\u8f93\u51fa\u8fdb\u884c\u731c\u6d4b": 37, "\u8ba1\u7b97\u5176\u731c\u6d4b\u7684\u8bef\u5dee": 37, "\u635f\u5931": [37, 89, 96], "\u6536\u96c6\u8bef\u5dee\u76f8\u5bf9\u4e8e\u5176\u53c2\u6570\u7684\u5bfc\u6570": 37, "\u5982\u6211\u4eec\u5728": 37, "\u524d\u4e00\u8282": 37, "_\u4e2d\u6240\u89c1": 37, "\u5e76\u4f7f\u7528\u68af\u5ea6\u4e0b\u964d\u6cd5": 37, "\u4f18\u5316": [37, 92, 251], "\u8fd9\u4e9b\u53c2\u6570": 37, "\u6709\u5173\u6b64\u8fc7\u7a0b\u7684\u66f4\u8be6\u7ec6\u8bb2\u89e3": 37, "3blue1brown": [37, 43], "\u7684\u8fd9\u4e2a\u89c6\u9891": 37, "www": [37, 49, 94, 104, 138, 166, 179, 237, 262, 264], "youtub": [37, 53, 54, 55, 56, 89, 90, 92, 93, 94, 95, 96, 121, 132, 133, 176], "tiehlnjs5u8": 37, "\u6211\u4eec\u52a0\u8f7d\u524d\u51e0\u8282\u4e2d\u7684": 37, "\u6570\u636e\u96c6\u548c\u6570\u636e\u52a0\u8f7d\u5668": 37, "_\u548c": 37, "\u6784\u5efa\u6a21\u578b": [37, 88, 89, 90, 92, 94, 95, 96], "_\u7684\u4ee3\u7801": 37, "flatten": [37, 38, 44, 47, 68, 69, 73, 87, 97, 105, 111, 118, 123, 124, 130, 135, 137, 139, 147, 149, 151, 155, 158, 163, 194, 196, 204, 210, 220, 232, 234, 240], "\u8d85\u53c2\u6570\u662f\u53ef\u8c03\u53c2\u6570": 37, "\u5b83\u4eec\u53ef\u4ee5\u8ba9\u60a8\u63a7\u5236\u6a21\u578b\u7684\u4f18\u5316\u8fc7\u7a0b": 37, "\u4e0d\u540c\u7684\u8d85\u53c2\u6570\u503c\u4f1a\u5f71\u54cd\u6a21\u578b\u7684\u8bad\u7ec3\u548c\u6536\u655b\u901f\u5ea6": 37, "\u9605\u8bfb\u66f4\u591a": 37, "\u5173\u4e8e\u8d85\u53c2\u6570\u8c03\u6574\u7684\u5185\u5bb9": 37, "\u6211\u4eec\u4e3a\u8bad\u7ec3\u5b9a\u4e49\u4ee5\u4e0b\u8d85\u53c2\u6570": 37, "epoch\u6570\u91cf": 37, "\u8fed\u4ee3\u6574\u4e2a\u6570\u636e\u96c6\u7684\u6b21\u6570": 37, "\u6279\u91cf\u5927\u5c0f": 37, "\u5728\u66f4\u65b0\u53c2\u6570\u4e4b\u524d": 37, "\u901a\u8fc7\u7f51\u7edc\u4f20\u64ad\u7684\u6570\u636e\u6837\u672c\u6570\u91cf": 37, "\u5b66\u4e60\u7387": 37, "\u5728\u6bcf\u4e2a\u6279\u6b21": 37, "epoch\u4e2d\u66f4\u65b0\u6a21\u578b\u53c2\u6570\u7684\u5e45\u5ea6": 37, "\u8f83\u5c0f\u7684\u503c\u4f1a\u5bfc\u81f4\u5b66\u4e60\u901f\u5ea6\u7f13\u6162": 37, "\u800c\u8f83\u5927\u7684\u503c\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0\u4e0d\u53ef\u9884\u6d4b\u7684\u884c\u4e3a": 37, "learning_r": [37, 47, 49, 63, 64, 68, 69, 71, 72, 97, 111, 126, 127, 128, 138, 149, 166], "\u4e00\u65e6\u8bbe\u7f6e\u597d\u8d85\u53c2\u6570": 37, "\u6211\u4eec\u5c31\u53ef\u4ee5\u7528\u4f18\u5316\u5faa\u73af\u6765\u8bad\u7ec3\u548c\u4f18\u5316\u6211\u4eec\u7684\u6a21\u578b": 37, "\u4f18\u5316\u5faa\u73af\u7684\u6bcf\u6b21\u8fed\u4ee3\u79f0\u4e3a\u4e00\u4e2a": 37, "\u6bcf\u4e2aepoch\u7531\u4e24\u4e2a\u4e3b\u8981\u90e8\u5206\u7ec4\u6210": 37, "\u8bad\u7ec3\u5faa\u73af": 37, "\u8fed\u4ee3\u8bad\u7ec3\u6570\u636e\u96c6\u5e76\u5c1d\u8bd5\u6536\u655b\u5230\u6700\u4f73\u53c2\u6570": 37, "\u9a8c\u8bc1": [37, 96], "\u6d4b\u8bd5\u5faa\u73af": 37, "\u8fed\u4ee3\u6d4b\u8bd5\u6570\u636e\u96c6\u4ee5\u68c0\u67e5\u6a21\u578b\u6027\u80fd\u662f\u5426\u6709\u63d0\u9ad8": 37, "\u8ba9\u6211\u4eec\u7b80\u8981\u4e86\u89e3\u8bad\u7ec3\u5faa\u73af\u4e2d\u4f7f\u7528\u7684\u4e00\u4e9b\u6982\u5ff5": 37, "\u8df3\u5230\u524d\u9762\u67e5\u770b\u4f18\u5316\u5faa\u73af\u7684": 37, "\u5f53\u9762\u5bf9\u4e00\u4e9b\u8bad\u7ec3\u6570\u636e\u65f6": 37, "\u6211\u4eec\u672a\u8bad\u7ec3\u7684\u7f51\u7edc\u53ef\u80fd\u4e0d\u4f1a\u7ed9\u51fa\u6b63\u786e\u7684\u7b54\u6848": 37, "\u8861\u91cf\u83b7\u5f97\u7684\u7ed3\u679c\u4e0e\u76ee\u6807\u503c\u7684\u5dee\u5f02\u7a0b\u5ea6": 37, "\u8fd9\u662f\u6211\u4eec\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u5e0c\u671b\u6700\u5c0f\u5316\u7684": 37, "\u8981\u8ba1\u7b97\u635f\u5931": 37, "\u6211\u4eec\u4f7f\u7528\u7ed9\u5b9a\u6570\u636e\u6837\u672c\u7684\u8f93\u5165\u8fdb\u884c\u9884\u6d4b": 37, "\u5e76\u5c06\u5176\u4e0e\u771f\u5b9e\u7684\u6570\u636e\u6807\u7b7e\u503c\u8fdb\u884c\u6bd4\u8f83": 37, "\u5e38\u89c1\u7684\u635f\u5931\u51fd\u6570\u5305\u62ec\u7528\u4e8e\u56de\u5f52\u4efb\u52a1\u7684": 37, "\u5747\u65b9\u8bef\u5dee": [37, 93], "\u4ee5\u53ca\u7528\u4e8e\u5206\u7c7b\u7684": 37, "nllloss": [37, 99, 102, 103, 110, 115, 127, 128, 166], "\u8d1f\u5bf9\u6570\u4f3c\u7136": 37, "_\u7ed3\u5408\u4e86": 37, "logsoftmax": [37, 78, 110, 115, 127, 128], "\u6211\u4eec\u5c06\u6a21\u578b\u7684\u8f93\u51falogits\u4f20\u9012\u7ed9": 37, "\u5b83\u5c06\u6807\u51c6\u5316logits\u5e76\u8ba1\u7b97\u9884\u6d4b\u8bef\u5dee": 37, "loss_fn": [37, 38, 68, 69, 78, 96, 111, 118, 134, 135, 137, 147, 150, 155, 162, 215, 231, 260], "\u4f18\u5316\u662f\u8c03\u6574\u6a21\u578b\u53c2\u6570\u4ee5\u51cf\u5c11\u6bcf\u6b21\u8bad\u7ec3\u6b65\u9aa4\u4e2d\u7684\u6a21\u578b\u8bef\u5dee\u7684\u8fc7\u7a0b": 37, "\u4f18\u5316\u7b97\u6cd5": 37, "\u5b9a\u4e49\u4e86\u8fd9\u4e2a\u8fc7\u7a0b\u5982\u4f55\u8fdb\u884c": 37, "\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\u6211\u4eec\u4f7f\u7528\u968f\u673a\u68af\u5ea6\u4e0b\u964d\u6cd5": 37, "\u6240\u6709\u4f18\u5316\u903b\u8f91\u90fd\u5c01\u88c5\u5728": 37, "\u5bf9\u8c61\u4e2d": 37, "\u5728\u8fd9\u91cc": [37, 90, 92, 96, 111, 235, 243, 253], "\u6211\u4eec\u4f7f\u7528sgd\u4f18\u5316\u5668": 37, "\u6b64\u5916": [37, 93, 215, 231, 232], "pytorch\u4e2d\u8fd8\u6709\u8bb8\u591a": 37, "\u4e0d\u540c\u7684\u4f18\u5316\u5668": 37, "\u5982adam\u548crmsprop": 37, "\u5b83\u4eec\u5bf9\u4e0d\u540c\u7c7b\u578b\u7684\u6a21\u578b\u548c\u6570\u636e\u6548\u679c\u66f4\u597d": 37, "\u6211\u4eec\u901a\u8fc7\u6ce8\u518c\u9700\u8981\u8bad\u7ec3\u7684\u6a21\u578b\u53c2\u6570\u5e76\u4f20\u5165\u5b66\u4e60\u7387\u8d85\u53c2\u6570\u6765\u521d\u59cb\u5316\u4f18\u5316\u5668": 37, "\u5728\u8bad\u7ec3\u5faa\u73af\u4e2d": 37, "\u4f18\u5316\u5206\u4e3a\u4e09\u4e2a\u6b65\u9aa4": 37, "\u8c03\u7528": [37, 95, 104, 129, 238, 241, 242, 246, 247, 248], "\u6765\u91cd\u7f6e\u6a21\u578b\u53c2\u6570\u7684\u68af\u5ea6": 37, "\u68af\u5ea6\u4f1a\u7d2f\u52a0": 37, "\u4e3a\u9632\u6b62\u91cd\u590d\u8ba1\u7b97": 37, "\u6211\u4eec\u5728\u6bcf\u6b21\u8fed\u4ee3\u65f6\u663e\u5f0f\u5c06\u5176\u5f52\u96f6": 37, "\u53cd\u5411\u4f20\u64ad\u9884\u6d4b\u635f\u5931": 37, "pytorch\u4f1a\u5c06\u635f\u5931\u76f8\u5bf9\u4e8e\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u5b58\u50a8\u4e0b\u6765": 37, "\u4e00\u65e6\u6211\u4eec\u6709\u4e86\u68af\u5ea6": 37, "\u5c31\u8c03\u7528": 37, "\u901a\u8fc7\u53cd\u5411\u4f20\u64ad\u4e2d\u6536\u96c6\u7684\u68af\u5ea6\u6765\u8c03\u6574\u53c2\u6570": 37, "\u6211\u4eec\u5b9a\u4e49\u4e86": 37, "train_loop": 37, "\u6765\u5faa\u73af\u6267\u884c\u4f18\u5316\u4ee3\u7801": 37, "\u5e76\u5b9a\u4e49\u4e86": 37, "test_loop": 37, "\u6765\u8bc4\u4f30\u6a21\u578b\u5728\u6d4b\u8bd5\u6570\u636e\u4e0a\u7684\u6027\u80fd": 37, "unnecessari": [37, 172, 178], "7f": [37, 38], "8f": [37, 38], "\u6211\u4eec\u521d\u59cb\u5316\u635f\u5931\u51fd\u6570\u548c\u4f18\u5316\u5668": 37, "\u5e76\u5c06\u5b83\u4eec\u4f20\u9012\u7ed9": 37, "\u60a8\u53ef\u4ee5\u5c1d\u8bd5\u589e\u52a0epoch\u7684\u6570\u91cf\u4ee5\u89c2\u5bdf\u6a21\u578b\u6027\u80fd\u7684\u63d0\u5347": 37, "warmstart": [37, 236], "\u672c\u8282\u5c06\u4ecb\u7ecd\u673a\u5668\u5b66\u4e60\u4efb\u52a1\u4e2d\u5e38\u7528\u7684api": 38, "\u60f3\u66f4\u6df1\u5165\u4e86\u89e3\u5404\u6a21\u5757\u5185\u5bb9": 38, "\u53ef\u53c2\u8003\u6bcf\u8282\u6587\u672b\u5904\u7684\u94fe\u63a5": 38, "\u63d0\u4f9b\u4e86\u4e24\u4e2a\u7528\u4e8e": 38, "\u5904\u7406\u6570\u636e\u7684\u539f\u8bed": 38, "\u5219\u5728": 38, "\u5916\u90e8\u5c01\u88c5\u4e00\u5c42": 38, "\u53d8\u4e3a\u53ef\u8fed\u4ee3\u5bf9\u8c61": 38, "\u63d0\u4f9b\u4e86\u7279\u5b9a\u9886\u57df\u7684\u5e93": 38, "torchaudio": [38, 50, 92, 96, 121, 122, 159, 169, 185, 188, 237], "\u6240\u6709\u8fd9\u4e9b\u5e93\u90fd\u5305\u542b\u4e86\u5bf9\u5e94\u6570\u636e\u96c6": 38, "\u5728\u672c\u6559\u7a0b\u4e2d": [38, 129, 208, 211, 213, 215, 217, 220, 222, 227, 230, 234, 238, 239, 241, 243, 244, 245, 246, 247, 249, 250, 251, 253, 256, 257, 258, 259, 260], "\u6211\u4eec\u5c06\u4f7f\u7528": [38, 89, 90, 96, 104, 211, 217, 234, 235, 237, 239, 241, 242, 243, 244, 249, 250, 253], "\u6a21\u5757\u5305\u542b\u8bb8\u591a\u73b0\u5b9e\u4e16\u754c\u89c6\u89c9\u6570\u636e": 38, "cifar": [38, 44, 92, 170], "coco": [38, 179], "\u6570\u636e\u96c6\u5217\u8868": 38, "\u6211\u4eec\u4f7f\u7528": [38, 41, 96, 104, 111, 214, 220, 230, 250], "\u6bcf\u4e2atorchvis": 38, "\u5305\u62ec\u4e24\u4e2a\u53c2\u6570": 38, "\u5206\u522b\u7528\u4e8e\u4fee\u6539\u6837\u672c\u6570\u636e\u548c\u6807\u7b7e": 38, "\u6211\u4eec\u5c06": [38, 90, 95, 253, 259], "\u4f5c\u4e3a\u53c2\u6570\u4f20\u9012\u7ed9": 38, "\u5728\u6570\u636e\u96c6\u4e0a\u5c01\u88c5\u4e86\u4e00\u4e2a\u53ef\u8fed\u4ee3\u5bf9\u8c61": 38, "\u652f\u6301\u81ea\u52a8\u6279\u5904\u7406": 38, "\u91c7\u6837": 38, "\u6253\u4e71\u548c\u591a\u8fdb\u7a0b\u6570\u636e\u52a0\u8f7d": 38, "\u8fd9\u91cc\u6211\u4eec\u5b9a\u4e49\u4e00\u4e2a\u6279\u5904\u7406\u5927\u5c0f\u4e3a": 38, "\u5373": [38, 89, 104, 245], "\u6bcf\u6279\u5c06\u8fd4\u56de\u5927\u5c0f\u4e3a": 38, "\u7684\u7279\u5f81\u6570\u636e\u548c\u6807\u7b7e": 38, "\u83b7\u53d6\u66f4\u591a\u5173\u4e8e": 38, "pytorch\u6570\u636e\u52a0\u8f7d": 38, "\u7684\u4fe1\u606f": 38, "\u8981\u5728": [38, 72], "\u4e2d\u5b9a\u4e49\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc": 38, "\u6211\u4eec\u9700\u8981\u521b\u5efa\u4e00\u4e2a\u7ee7\u627f\u81ea": 38, "\u7684\u7c7b": [38, 93], "\u6211\u4eec\u5728": [38, 94, 104, 238], "\u51fd\u6570\u4e2d\u5b9a\u4e49\u7f51\u7edc\u7684\u5c42": 38, "\u51fd\u6570\u4e2d\u6307\u5b9a\u6570\u636e\u5982\u4f55\u7ecf\u8fc7\u7f51\u7edc": 38, "\u4e3a\u4e86\u52a0\u901f\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u8fd0\u7b97": 38, "\u6211\u4eec\u5c06\u5176\u79fb\u5230": 38, "pytorch\u6784\u5efa\u795e\u7ecf\u7f51\u7edc": 38, "\u7684\u5185\u5bb9": 38, "\u7ec3\u4e00\u4e2a\u6a21\u578b": 38, "\u6211\u4eec\u9700\u8981\u4e00\u4e2a": 38, "\u635f\u5931\u51fd\u6570": [38, 89, 92, 104], "\u548c\u4e00\u4e2a": 38, "\u4f18\u5316\u5668": [38, 92, 211, 217, 242, 243, 248, 250, 260], "\u5728\u5355\u4e2a\u8bad\u7ec3\u5faa\u73af\u4e2d": 38, "\u6a21\u578b\u5bf9\u8bad\u7ec3\u6570\u636e\u96c6": 38, "\u5206\u6279\u8f93\u5165": 38, "\u8fdb\u884c\u9884\u6d4b": 38, "\u5e76\u901a\u8fc7\u53cd\u5411\u4f20\u64ad\u9884\u6d4b\u8bef\u5dee\u6765\u8c03\u6574\u6a21\u578b\u7684\u53c2\u6570": 38, "\u6211\u4eec\u8fd8\u9700\u68c0\u67e5\u6a21\u578b\u5728\u6d4b\u8bd5\u6570\u636e\u96c6\u4e0a\u7684\u6548\u679c": 38, "\u4ee5\u786e\u4fdd\u5b83\u5728\u6301\u7eed\u5b66\u4e60": 38, "\u901a\u8fc7\u591a\u6b21\u8fed\u4ee3": 38, "\u8fdb\u884c\u8bad\u7ec3": 38, "\u5728\u6bcf\u4e2a\u8fed\u4ee3\u8fc7\u7a0b\u4e2d": 38, "\u6a21\u578b\u901a\u8fc7\u5bf9\u53c2\u6570\u7684\u5b66\u4e60\u4ee5\u63d0\u9ad8\u9884\u6d4b\u51c6\u786e\u6027": 38, "\u6211\u4eec\u5728\u6bcf\u4e2a": [38, 104], "\u6253\u5370\u6a21\u578b\u7684\u51c6\u786e\u7387\u548c\u635f\u5931": 38, "\u6211\u4eec\u5e0c\u671b\u770b\u5230\u968f\u7740\u6bcf\u4e2a": 38, "\u8bad\u7ec3": [38, 96, 237], "\u6a21\u578b\u9884\u6d4b\u51c6\u786e\u7387\u4e0d\u65ad\u63d0\u9ad8": 38, "\u635f\u5931\u9010\u6e10\u51cf\u5c11": 38, "\u8bad\u7ec3\u6a21\u578b": [38, 88, 89, 90, 92, 93, 94, 95], "\u4fdd\u5b58\u6a21\u578b\u7684\u5e38\u89c1\u65b9\u6cd5\u662f\u5c06\u5185\u90e8\u72b6\u6001\u5b57\u5178": 38, "\u5305\u542b\u6a21\u578b\u53c2\u6570": 38, "\u5e8f\u5217\u5316": 38, "\u52a0\u8f7d\u6a21\u578b\u7684\u8fc7\u7a0b\u5305\u62ec\u91cd\u65b0\u521b\u5efa\u6a21\u578b\u7ed3\u6784\u5e76\u52a0\u8f7d\u5176\u5185\u90e8\u72b6\u6001\u5b57\u5178": 38, "\u8fd9\u4e2a\u6a21\u578b\u73b0\u5728\u53ef\u4ee5\u7528\u6765\u8fdb\u884c\u9884\u6d4b\u4e86": 38, "\u83b7\u53d6\u66f4\u591a\u6709\u5173": 38, "\u5728\u672c\u8282\u4e2d": 39, "\u6211\u4eec\u5c06\u5b66\u4e60\u5982\u4f55\u901a\u8fc7\u4fdd\u5b58": 39, "\u52a0\u8f7d\u4ee5\u53ca\u8fd0\u884c\u6a21\u578b\u9884\u6d4b": 39, "\u6765\u6301\u4e45\u5316\u6a21\u578b": 39, "pytorch\u6a21\u578b\u5c06\u5b66\u4e60\u5230\u7684\u53c2\u6570\u5b58\u50a8\u5728\u4e00\u4e2a\u5185\u90e8\u72b6\u6001\u5b57\u5178\u4e2d": 39, "\u8fd9\u4e9b\u53c2\u6570\u53ef\u4ee5\u901a\u8fc7": 39, "\u8fdb\u884c\u6301\u4e45\u5316": 39, "vgg16": [39, 148], "imagenet1k_v1": [39, 90, 117, 140, 169, 196, 230], "model_weight": 39, "\u8981\u52a0\u8f7d\u6a21\u578b\u6743\u91cd": 39, "\u60a8\u9700\u8981\u5148\u521b\u5efa\u4e00\u4e2a\u76f8\u540c\u6a21\u578b\u7684\u5b9e\u4f8b": 39, "\u7136\u540e\u4f7f\u7528": [39, 242, 244], "\u65b9\u6cd5\u52a0\u8f7d\u53c2\u6570": 39, "untrain": 39, "\u6ce8\u610f": [39, 89, 90, 95, 96, 104, 214, 217, 239, 241, 243, 251, 259], "\u5728\u8fdb\u884c\u63a8\u7406\u4e4b\u524d": 39, "\u8bf7\u786e\u4fdd\u8c03\u7528": [39, 241], "\u65b9\u6cd5\u4ee5\u5c06": 39, "layers\u8bbe\u7f6e\u4e3a\u8bc4\u4f30\u6a21\u5f0f": [39, 243], "\u5982\u679c\u4e0d\u8fd9\u6837\u505a": [39, 242], "\u5c06\u5bfc\u81f4\u4e0d\u4e00\u81f4\u7684\u63a8\u7406\u7ed3\u679c": 39, "\u5728\u52a0\u8f7d\u6a21\u578b\u6743\u91cd\u65f6": 39, "\u6211\u4eec\u9700\u8981\u5148\u5b9e\u4f8b\u5316\u6a21\u578b\u7c7b": 39, "\u56e0\u4e3a\u7c7b\u5b9a\u4e49\u4e86\u7f51\u7edc\u7684\u7ed3\u6784": 39, "\u6211\u4eec\u53ef\u80fd\u5e0c\u671b\u5c06\u8fd9\u4e2a\u7c7b\u7684\u7ed3\u6784\u4e0e\u6a21\u578b\u4e00\u8d77\u4fdd\u5b58": 39, "\u6211\u4eec\u53ef\u4ee5\u5c06": 39, "\u800c\u4e0d\u662f": [39, 89, 95, 96, 104, 111, 231, 232], "\u4f20\u9012\u7ed9": [39, 239, 241], "\u51fd\u6570": [39, 41, 89, 92, 104, 111, 234, 235, 239, 241, 243, 257, 258], "\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u65b9\u5f0f\u52a0\u8f7d\u6a21\u578b": 39, "\u4e2d\u4fdd\u5b58\u548c\u52a0\u8f7d\u901a\u7528checkpoint": 39, "\u7684\u5b9e\u7528\u6280\u5de7": 39, "\u7c7b\u4f3c\u4e8e\u6570\u7ec4\u548c\u77e9\u9635": 40, "\u5f20\u91cf\u4e5f\u662f\u4e00\u79cd\u7279\u5b9a\u7684\u6570\u636e\u7ed3\u6784": 40, "\u5728pytorch\u4e2d": [40, 111, 234, 243], "\u6211\u4eec\u4f7f\u7528\u5f20\u91cf\u5bf9\u4e00\u4e2a\u6a21\u578b\u7684\u53c2\u6570": 40, "\u8f93\u5165\u548c\u8f93\u51fa\u8fdb\u884c\u7f16\u7801": 40, "\u5f20\u91cf\u7684\u7ed3\u6784\u7c7b\u4f3c\u4e8e": 40, "\u4e2d\u7684ndarrai": 40, "\u800c\u5f20\u91cf\u53ef\u4ee5\u8fd0\u884c\u5728gpu\u53ca\u5176\u4ed6\u76f8\u4f3c\u7684\u786c\u4ef6\u52a0\u901f\u5668\u4e0a": 40, "\u4e8b\u5b9e\u4e0a": [40, 92, 93], "\u4e3a\u4e86\u51cf\u5c11\u6570\u636e\u7684\u62f7\u8d1d": 40, "\u5f20\u91cf\u548cnumpi": 40, "arrays\u5728\u5e95\u5c42\u5e38\u5e38\u5171\u4eab\u540c\u4e00\u5757\u5185\u5b58": 40, "bridg": [40, 85, 226], "role": [40, 103, 157, 164, 178, 264], "\u5728\u81ea\u52a8\u5fae\u5206": 40, "\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u4f7f\u7528\u5f20\u91cf\u8fdb\u884c\u4f18\u5316": 40, "\u5728\u540e\u7eed": 40, "\u7ae0\u8282\u53ef\u4ee5\u770b\u5230\u66f4\u591a\u6709\u5173\u5185\u5bb9": 40, "\u5982\u679c\u5df2\u7ecf\u5bf9ndarrays\u5341\u5206\u719f\u6089\u4e86": 40, "\u90a3\u5bf9\u5f20\u91cf\u7684api\u4e5f\u53ef\u4ee5\u8fd0\u7528\u81ea\u5982": 40, "\u5982\u679c\u8fd8\u4e0d\u719f\u6089": 40, "\u4e0b\u9762\u7684\u6559\u7a0b\u4f1a\u5e2e\u52a9\u4f60\u4e0a\u624b": 40, "\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u591a\u79cd\u65b9\u5f0f\u521b\u5efa\u4e00\u4e2a\u5f20\u91cf": 40, "\u4f7f\u7528\u6570\u636e\u521b\u5efa": 40, "\u901a\u8fc7\u5df2\u5b9a\u4e49\u7684\u6570\u636e\u53ef\u4ee5\u76f4\u63a5\u521b\u5efa\u51fa\u6765\u5f20\u91cf": 40, "\u521b\u5efa\u65f6\u4f1a\u81ea\u52a8\u63a8\u65ad\u6570\u636e\u7c7b\u578b": 40, "x_data": [40, 48], "\u4f7f\u7528numpi": 40, "array\u521b\u5efa": 40, "\u53ef\u4ee5\u4f7f\u7528numpi": 40, "array\u521b\u5efa\u5f20\u91cf": 40, "\u53cd\u4e4b\u4ea6\u53ef": 40, "np_arrai": [40, 48], "x_np": [40, 48], "\u4f7f\u7528\u5df2\u6709\u5f20\u91cf\u521b\u5efa": 40, "\u65b0\u7684\u5f20\u91cf\u4f1a\u4fdd\u7559\u539f\u5f20\u91cf\u7684\u5c5e\u6027": 40, "\u5f62\u72b6": [40, 95], "\u6570\u636e\u7c7b\u578b": [40, 72, 231, 248], "\u9664\u975e\u521b\u5efa\u65f6\u663e\u793a\u58f0\u660e": 40, "x_one": [40, 48], "Ones": [40, 48], "x_rand": [40, 48], "rand_lik": [40, 48, 95, 142, 154], "\u901a\u8fc7\u968f\u673a\u6216\u5e38\u91cf\u521b\u5efa": 40, "\u63cf\u8ff0\u4e86\u5f20\u91cf\u7684\u7ef4\u5ea6": 40, "\u5728\u4e0b\u9762\u7684\u65b9\u6cd5\u8c03\u7528\u65f6": 40, "\u901a\u8fc7\u5b83\u6765\u58f0\u660e\u521b\u5efa\u5f20\u91cf\u7684\u7ef4\u5ea6": 40, "rand_tensor": [40, 48], "ones_tensor": [40, 48], "zeros_tensor": [40, 48], "\u5f20\u91cf\u7684\u5c5e\u6027\u4fdd\u5b58\u4e86\u5176\u5f62\u72b6": 40, "\u4ee5\u53ca\u5176\u5b58\u50a8\u8bbe\u5907\u7c7b\u578b": 40, "\u5f20\u91cf\u6709\u8d85\u8fc7100\u4e2a\u64cd\u4f5c\u65b9\u6cd5": 40, "\u5305\u62ec\u7b97\u6570": 40, "\u7ebf\u6027\u4ee3\u6570": 40, "\u77e9\u9635\u64cd\u4f5c": 40, "\u8f6c\u7f6e": 40, "\u7d22\u5f15": 40, "\u5207\u7247": 40, "\u91c7\u6837\u7b49": 40, "\u90fd\u5728": 40, "\u8fd9\u91cc": [40, 41, 90, 93, 95, 96, 104, 222, 231, 248], "\u6709\u8be6\u7ec6\u7684\u63cf\u8ff0": 40, "\u6bcf\u4e2a\u64cd\u4f5c\u90fd\u53ef\u4ee5\u5728gpu\u4e0a\u8fd0\u884c": 40, "\u901a\u5e38\u6bd4\u5728cpu\u4e0a\u901f\u5ea6\u66f4\u5feb": 40, "\u5982\u679c\u4f60\u5728\u4f7f\u7528colab": 40, "\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539runtim": 40, "gpu\u6765\u5206\u914d\u4e00\u4e2agpu": 40, "\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u5f20\u91cf\u662f\u5728cpu\u4e0a\u521b\u5efa\u7684": 40, "\u53ef\u4ee5\u901a\u8fc7": [40, 93, 232], "\u65b9\u6cd5\u5c06\u5f20\u91cf\u663e\u793a\u7684\u8f6c\u79fb\u5230gpu\u4e0a": 40, "\u5982\u679cgpu\u5728\u4f60\u7684\u73af\u5883\u91cc\u53ef\u7528\u7684\u8bdd": 40, "\u9700\u8981\u6ce8\u610f\u7684\u662f": 40, "\u5728\u4e0d\u540c\u8bbe\u5907\u95f4\u590d\u5236\u5927\u578b\u5f20\u91cf\u9700\u8981\u6d88\u8017\u5927\u91cf\u5185\u5b58": 40, "\u5e76\u4e14\u8017\u65f6\u8f83\u957f": 40, "\u5c1d\u8bd5\u4e0b\u5217\u64cd\u4f5c": 40, "\u5982\u679c\u4f60\u5df2\u7ecf\u5bf9numpi": 40, "api\u5341\u5206\u719f\u6089": 40, "\u4e0a\u624b\u5f20\u91cfapi\u5c06\u4f1a\u5f88\u7b80\u5355": 40, "\u7c7b\u4f3cnumpy\u7684\u7d22\u5f15\u548c\u5207\u7247\u64cd\u4f5c": 40, "\u8fde\u63a5\u5f20\u91cf": 40, "\u4f60\u53ef\u4ee5\u4f7f\u7528": [40, 95], "\u6cbf\u7740\u7ed9\u5b9a\u7684\u7ef4\u5ea6\u8fde\u63a5\u4e00\u7cfb\u5217\u5f20\u91cf": 40, "\u53e6\u4e00\u4e2a\u5f20\u91cf\u8fde\u63a5\u64cd\u4f5c\u7b26": 40, "\u4e0e": [40, 92, 93, 95, 111, 215, 248, 256], "\u7a0d\u6709\u4e0d\u540c": 40, "\u8bf7\u53c2\u9605": [40, 89, 94, 95, 129, 208, 211, 214, 231, 246, 247, 248, 257, 258, 259], "\u8fd0\u7b97\u64cd\u4f5c": 40, "y1": [40, 179, 246], "y2": 40, "y3": 40, "wise": [40, 48, 73, 95, 99, 110, 124, 136, 145, 148, 151], "z1": [40, 145], "z2": 40, "z3": 40, "\u5355\u4e2a\u5143\u7d20\u7684\u5f20\u91cf": 40, "\u5728\u805a\u5408\u8fd0\u7b97\u573a\u666f\u4e2d": 40, "\u4f60\u53ef\u80fd\u4f1a\u5f97\u5230\u4e00\u4e2a\u5355\u5143\u7d20\u7684\u5f20\u91cf": 40, "\u53ef\u4f7f\u7528": 40, "\u5c06\u5176\u4f20\u5524\u4e3apython\u6570\u503c": 40, "agg": [40, 150, 166], "agg_item": 40, "\u539f\u5730\u64cd\u4f5c": 40, "\u4fee\u6539\u5f20\u91cf\u4e2d\u7684\u539f\u503c\u64cd\u4f5c\u79f0\u4e3a\u539f\u5730\u64cd\u4f5c": 40, "\u5b83\u4eec\u4ee5": 40, "\u540e\u7f00\u8868\u793a": 40, "t_": [40, 48, 264], "\u4f1a\u6539\u53d8": 40, "add_": [40, 48, 80, 95, 127, 128, 174, 175, 190, 207, 217], "\u5f20\u91cf\u5728\u4f7f\u7528cpu\u65f6": 40, "\u53ef\u4e0enumpi": 40, "arrays\u5171\u4eab\u5185\u5b58\u7a7a\u95f4": 40, "\u4fee\u6539\u5176\u4e2d\u4e00\u4e2a\u4f1a\u540c\u6b65\u6620\u5c04\u5230\u53e6\u4e00\u4e2a\u4e0a": 40, "\u5bf9\u4e8e\u5f20\u91cf\u7684\u4fee\u6539\u4f53\u73b0\u5230\u4e86numpi": 40, "array\u4e0a": 40, "\u6570\u636e\u5e76\u4e0d\u603b\u662f\u4ee5\u8bad\u7ec3\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u6240\u9700\u7684\u6700\u7ec8\u5904\u7406\u5f62\u5f0f\u5448\u73b0": 41, "\u6765\u5bf9\u6570\u636e\u8fdb\u884c\u4e00\u4e9b\u5904\u7406": 41, "\u4f7f\u5176\u9002\u7528\u4e8e\u8bad\u7ec3": 41, "\u6240\u6709": [41, 95], "\u6570\u636e\u96c6\u90fd\u6709\u4e24\u4e2a\u53c2\u6570": 41, "\u7528\u4e8e\u4fee\u6539\u7279\u5f81": 41, "\u7528\u4e8e\u4fee\u6539\u6807\u7b7e": 41, "\u5b83\u4eec\u63a5\u53d7\u5305\u542b\u8f6c\u6362\u903b\u8f91\u7684\u53ef\u8c03\u7528\u5bf9\u8c61": 41, "\u6a21\u5757\u63d0\u4f9b\u4e86\u51e0\u79cd\u5e38\u7528\u7684\u8f6c\u6362": 41, "\u7684\u7279\u5f81\u662f\u4ee5": 41, "\u56fe\u50cf\u683c\u5f0f\u5448\u73b0\u7684": 41, "\u6807\u7b7e\u662f\u6574\u6570": 41, "\u5bf9\u4e8e\u8bad\u7ec3": 41, "\u6211\u4eec\u9700\u8981\u5c06\u7279\u5f81\u8f6c\u6362\u4e3a\u5f52\u4e00\u5316\u7684\u5f20\u91cf": 41, "\u5c06\u6807\u7b7e\u8f6c\u6362\u4e3a\u7f16\u7801\u7684\u5f20\u91cf": 41, "\u4e3a\u4e86\u8fdb\u884c\u8fd9\u4e9b\u8f6c\u6362": 41, "\u6211\u4eec\u4f7f\u7528\u4e86": [41, 220], "ds": [41, 127, 128, 166], "scatter_": [41, 135, 150, 162], "\u5c06": [41, 92, 121, 214, 231, 243, 244, 248, 252], "\u56fe\u50cf\u6216": 41, "ndarrai": [41, 48, 51, 95, 110, 172], "\u8f6c\u6362\u4e3a": 41, "floattensor": [41, 49, 60, 95], "\u5e76\u5c06\u56fe\u50cf\u7684\u50cf\u7d20\u5f3a\u5ea6\u503c\u7f29\u653e\u5230\u8303\u56f4": 41, "\u5e94\u7528\u4efb\u4f55\u7528\u6237\u5b9a\u4e49\u7684": 41, "\u6211\u4eec\u5b9a\u4e49\u4e00\u4e2a\u51fd\u6570\u5c06\u6574\u6570\u8f6c\u6362\u4e3a\u72ec\u70ed\u7f16\u7801\u7684\u5f20\u91cf": 41, "\u5b83\u9996\u5148\u521b\u5efa\u4e00\u4e2a\u5927\u5c0f\u4e3a": 41, "\u6211\u4eec\u6570\u636e\u96c6\u4e2d\u6807\u7b7e\u7684\u6570\u91cf": 41, "\u7684\u96f6\u5f20\u91cf": 41, "\u7136\u540e\u8c03\u7528": 41, "\u5728\u7531\u6807\u7b7e": 41, "\u6307\u5b9a\u7684\u7d22\u5f15\u4e0a\u8d4b\u503c\u4e3a": 41, "gschwind": 42, "bt": 42, "fastpath": 42, "acceler": [42, 48, 50, 57, 75, 95, 121, 150, 178, 189, 195, 197, 212, 221], "multiheadattent": [42, 165, 194], "mha": [42, 191, 194], "exploit": [42, 97, 147, 166], "sparsiti": [42, 103, 121, 157, 190, 192, 197], "criteria": [42, 52], "blog": [42, 122, 123, 127, 132, 177, 230], "xlm": [42, 138, 186], "predefin": [42, 49, 97, 137, 201], "robertaclassificationhead": 42, "xlmr_larg": 42, "xlmr_large_encod": 42, "classifier_head": 42, "input_dim": [42, 147, 219, 224], "get_model": [42, 104, 113, 162], "small_input_batch": 42, "hello": [42, 49, 58, 59, 60, 99, 103, 140, 153], "big_input_batch": 42, "princ": 42, "genoa": 42, "lucca": 42, "famili": 42, "estat": 42, "buonapart": 42, "war": 42, "defend": [42, 73], "infami": 42, "horror": 42, "perpetr": 42, "antichrist": 42, "believ": [42, 191], "he": [42, 113, 115, 143, 147, 166], "friend": [42, 49, 153], "faith": 42, "slave": 42, "frighten": 42, "juli": 42, "1805": 42, "speaker": [42, 49], "anna": 42, "pavlovna": 42, "scherer": 42, "maid": 42, "honor": 42, "empress": 42, "marya": 42, "fedorovna": 42, "she": [42, 113, 166], "greet": 42, "vasili": 42, "kuragin": 42, "man": [42, 113, 115, 264, 265], "recept": 42, "cough": 42, "suffer": [42, 61, 113, 169], "la": [42, 99], "gripp": 42, "st": [42, 103, 115], "petersburg": 42, "elit": [42, 263, 265, 267], "input_batch": [42, 49, 58, 59, 60, 159], "model_input": [42, 113], "padding_valu": [42, 118], "_transformer_encoder_layer_fwd": 42, "use_cuda": [42, 49, 73, 89, 119, 130, 147, 233, 239], "enable_nested_tensor": 42, "prop": 43, "proportion": [43, 153], "travers": [43, 164], "walkthrough": [43, 48, 82, 109, 226], "resnet18_weight": [43, 196, 230], "3a": [43, 159], "9a": 43, "2b": 43, "dq": [43, 198], "external_grad": 43, "deposit": 43, "bf": 43, "chain": [43, 99, 100, 115, 130, 145, 162, 192, 201], "acycl": [43, 76], "finetun": [43, 75, 125, 153], "unfrozen": 43, "exclusionari": 43, "autodiff": [43, 121, 146], "pillow": [44, 92, 214], "scipi": [44, 121, 131, 173], "librosa": 44, "cython": 44, "nltk": 44, "spaci": [44, 116, 118], "viz": [44, 90, 230], "huge": [44, 99, 103, 124, 134, 137, 150], "airplan": [44, 97], "automobil": [44, 97], "bird": [44, 92, 251], "deer": [44, 92, 251], "dog": [44, 58, 59, 92, 97, 102, 113, 179, 189, 205, 230, 251, 259], "frog": [44, 92, 251], "hors": [44, 92, 251], "truck": [44, 92, 97, 251], "3x32x32": 44, "color": [44, 51, 52, 58, 59, 90, 94, 126, 147, 148, 159, 170, 172, 179, 232, 264], "32x32": [44, 47, 92, 97, 105, 170], "extrem": [44, 103, 148, 264], "pilimag": 44, "brokenpipeerror": 44, "trainset": [44, 87, 92, 170, 251], "trainload": [44, 87, 92, 170, 251], "testset": [44, 87, 92, 170, 251], "testload": [44, 87, 92, 170, 251], "plane": [44, 92, 135, 251], "car": [44, 58, 59, 92, 113, 251], "fun": [44, 49, 105, 107, 108, 160], "unnorm": [44, 92, 118, 170], "npimg": [44, 92, 94, 96, 170], "datait": [44, 92, 94, 96, 170], "make_grid": [44, 51, 52, 92, 94, 96, 117, 158, 167, 170], "5s": [44, 92], "fc1": [44, 47, 73, 78, 87, 92, 93, 94, 96, 105, 112, 123, 130, 139, 155, 157, 163, 167, 170, 186, 204, 222, 234, 240, 241, 242, 243, 244, 249, 250, 251], "fc2": [44, 47, 73, 78, 87, 92, 93, 94, 96, 105, 112, 123, 130, 139, 155, 157, 163, 167, 170, 186, 204, 222, 234, 240, 241, 242, 243, 244, 249, 250, 251], "84": [44, 47, 51, 87, 92, 93, 94, 96, 105, 109, 112, 137, 147, 157, 170, 177, 188, 240, 241, 242, 243, 244, 249, 250, 251], "fc3": [44, 47, 87, 92, 93, 94, 96, 105, 112, 139, 157, 170, 240, 241, 242, 243, 244, 249, 250, 251], "classif": [44, 52, 58, 59, 73, 75, 87, 97, 99, 115, 117, 119, 123, 128, 138, 149, 159, 167, 172, 179, 186, 207, 225, 226], "entropi": [44, 52, 118, 124], "running_loss": [44, 87, 92, 94, 96, 97, 117, 158, 170, 251], "2000": [44, 63, 64, 65, 67, 68, 69, 71, 72, 87, 92, 97, 111, 170, 172, 174, 175, 232, 251, 260], "1999": [44, 65, 87, 92, 111, 251], "mini": [44, 47, 49, 52, 78, 79, 87, 102, 104, 140, 147, 155, 159, 170, 205], "cifar_net": 44, "learnt": 44, "truth": [44, 73, 105, 179, 197], "okai": 44, "groundtruth": 44, "wasn": [44, 98, 101], "energi": [44, 49, 60, 264], "chanc": [44, 49, 97, 147, 254], "hmmm": 44, "correct_pr": 44, "classnam": [44, 52], "total_pr": 44, "correct_count": 44, "chat": [44, 49, 60, 79, 166], "cifar10_tutori": [44, 46, 57], "sung": 45, "kim": 45, "jenni": 45, "kang": 45, "mytensor": 45, "my_tensor": [45, 93, 112, 241], "parallelli": 45, "output_s": [45, 49, 51, 60, 78, 127, 128, 137, 166, 179], "data_s": [45, 78], "getitem": [45, 115], "randomdataset": 45, "__getitem__": [45, 51, 104, 136, 179], "rand_load": 45, "capsul": 45, "monitor": [45, 113, 136, 178], "tin": 45, "former_torchi": [45, 77], "parallelism_tutori": [45, 77, 79], "data_parallel_tutori": [45, 46], "neural_networks_tutori": [46, 47, 57], "gentl": [46, 56, 57, 120], "glimps": 47, "convnet": [47, 81, 137, 147, 158, 163], "5x5": [47, 92, 93, 157], "affin": [47, 92, 102, 130, 167, 177, 180, 219], "wx": [47, 92, 93], "c1": [47, 89, 92, 145, 192], "subsampl": 47, "2x2": [47, 93], "c3": [47, 89, 92], "s4": [47, 92], "f5": [47, 92], "f6": [47, 92], "lenet": [47, 73, 92, 93, 96, 157, 222], "nsampl": [47, 49, 78, 237], "nchannel": [47, 78], "next_funct": [47, 89], "clear": [47, 51, 73, 98, 99, 102, 103, 125, 129, 145, 164, 172, 187, 192], "sub_": 47, "nesterov": [47, 112], "overridden": [48, 137], "breez": [48, 80], "subtli": 48, "problemat": [48, 145, 154, 264], "matthew": [49, 60, 86, 112], "inkawhich": [49, 52, 60, 73, 85, 86, 112], "movi": [49, 50, 60, 113], "cornel": [49, 50, 60], "dialog": [49, 50, 60], "hot": [49, 73, 103, 127, 128, 137, 166], "artifici": [49, 60, 97], "intellig": 49, "onlin": [49, 137, 138, 147, 160, 163], "helpdesk": 49, "bot": [49, 60], "compani": [49, 115], "IT": 49, "teach": [49, 52, 97, 166], "boom": 49, "am": [49, 60, 101, 113, 128, 166, 209], "hospit": [49, 113], "lawyer": 49, "arrest": 49, "kid": 49, "sorri": [49, 95], "san": [49, 113], "francisco": [49, 104, 113], "goodby": [49, 194], "luong": [49, 60, 166], "jointli": [49, 166], "acknowledg": [49, 136], "borrow": [49, 61, 123, 135, 164], "yuan": [49, 60, 223], "kuei": [49, 60], "wu": [49, 60, 187], "ywk991112": [49, 60], "sean": [49, 60, 127, 128, 166], "robertson": [49, 60, 127, 128, 166], "spro": [49, 60], "floydhub": [49, 60], "textutil": [49, 60], "unicodedata": [49, 60, 127, 128, 166], "codec": 49, "itertool": [49, 161, 164, 201, 232], "reformat": 49, "rich": 49, "charact": [49, 60, 103, 113, 127, 128, 132, 160, 166, 264], "220": [49, 164], "579": [49, 148], "292": [49, 87], "035": 49, "617": 49, "713": [49, 92], "utter": [49, 50], "divers": 49, "variat": [49, 131, 190, 204], "formal": [49, 190], "sentiment": 49, "datafil": 49, "corpus_nam": [49, 50, 60], "printlin": 49, "readlin": [49, 75, 127, 128], "jsonl": [49, 50], "tab": [49, 116, 166, 170, 189], "sentenc": [49, 60, 93, 98, 99, 102, 103, 113, 118, 128, 136, 138, 166, 194, 264], "loadlinesandconvers": 49, "lineid": 49, "characterid": 49, "conversationid": 49, "movieid": 49, "extractsentencepair": 49, "iso": 49, "8859": 49, "linejson": 49, "lineobj": 49, "conversation_id": 49, "convobj": 49, "movie_id": 49, "qa_pair": 49, "inputlin": 49, "targetlin": 49, "wrong": [49, 52, 73, 99, 127, 145, 173, 196], "formatted_movie_lin": 49, "delimit": [49, 115, 116], "unescap": 49, "unicode_escap": 49, "nprocess": 49, "nwrite": 49, "outputfil": 49, "writer": [49, 94, 96, 127, 138, 143, 159, 160, 170, 186, 246], "linetermin": 49, "writerow": 49, "busi": [49, 115, 128, 177], "implicit": [49, 264], "discret": [49, 221, 264], "voc": [49, 60], "addword": [49, 60, 166], "addsent": [49, 60, 166], "infrequ": 49, "pad_token": [49, 60, 138], "sos_token": [49, 60, 166, 254], "eos_token": [49, 60, 166], "word2index": [49, 60, 166], "word2count": [49, 60, 166], "index2word": [49, 60, 166], "min_count": [49, 60], "keep_word": [49, 60], "reiniti": [49, 52, 60], "unicod": [49, 127, 128, 166], "ascii": [49, 103, 127, 128, 166], "unicodetoascii": [49, 127, 128, 166], "letter": [49, 60, 127, 128, 166, 265], "lowercas": [49, 60, 166], "punctuat": [49, 166], "normalizestr": [49, 60, 166], "aid": [49, 112, 113], "filterpair": [49, 166], "stackoverflow": [49, 127, 128, 161, 166, 232], "518232": [49, 127, 128, 166], "2809427": [49, 127, 128, 166], "nfd": [49, 127, 128, 166], "mn": [49, 127, 128, 166], "za": [49, 60, 166], "readvoc": 49, "loadpreparedata": 49, "save_dir": [49, 60, 147, 172], "npair": 49, "tactic": 49, "benefici": [49, 60, 120], "soften": [49, 97], "difficulti": [49, 160], "trimrareword": 49, "keep_pair": 49, "input_sent": [49, 60, 166], "output_sent": [49, 166], "keep_input": 49, "keep_output": 49, "massag": 49, "accommod": 49, "shorter": [49, 51, 116, 166, 169, 190], "english": [49, 99, 102, 113, 116, 118, 127, 166], "indexesfromsent": [49, 60, 166], "zeropad": 49, "inputvar": 49, "outputvar": 49, "batch2traindata": 49, "bunch": [49, 127, 128], "aforement": [49, 82, 97], "fillvalu": 49, "zip_longest": 49, "binarymatrix": 49, "seq": [49, 98, 102, 124, 135, 137], "indexes_batch": [49, 60], "padlist": 49, "padvar": 49, "max_target_len": 49, "booltensor": 49, "pair_batch": 49, "output_batch": 49, "small_batch_s": 49, "input_vari": 49, "target_vari": 49, "brain": 49, "sutskev": 49, "discov": [49, 108, 113, 136, 163], "accomplish": [49, 52, 151, 203], "jeddy92": [49, 60], "ts_seq2seq_intro": [49, 60], "invent": [49, 52, 160], "cho": [49, 177, 178], "2014": [49, 52], "bidirect": [49, 60, 98, 121, 137, 138], "gru": [49, 60, 93, 110, 127, 128, 166], "past": [49, 50, 101, 195, 264], "colah": 49, "2015": [49, 97], "unpack": [49, 60, 138, 142, 184, 186, 207, 209], "pack_padded_sequ": [49, 60], "pad_packed_sequ": [49, 60], "input_seq": [49, 60, 254], "input_length": [49, 60, 122, 254], "n_layer": [49, 60, 254], "num_direct": 49, "encoderrnn": [49, 60, 166, 254], "sole": [49, 169], "combat": [49, 103], "bahdanau": [49, 166], "groundwork": 49, "h_t": [49, 102], "_s": 49, "attn": [49, 60, 166], "softmax": [49, 60, 90, 93, 97, 102, 103, 104, 110, 127, 128, 159, 162, 164, 166, 170, 194, 220, 258], "concat": [49, 60, 101, 110, 119, 183, 201], "dot_scor": [49, 60], "encoder_output": [49, 60, 166], "general_scor": [49, 60], "concat_scor": [49, 60], "attn_energi": [49, 60], "unidirect": [49, 60], "input_step": [49, 60], "last_hidden": [49, 60, 78], "luongattndecoderrnn": [49, 60, 254], "attn_model": [49, 60], "embedding_dropout": [49, 60], "rnn_output": [49, 60], "attn_weight": [49, 60, 166], "bmm": [49, 60, 145, 166, 194, 208, 232], "concat_input": [49, 60], "concat_output": [49, 60], "masknllloss": 49, "ntotal": 49, "crossentropi": 49, "masked_select": [49, 239], "clever": [49, 99, 113], "teacher": [49, 97, 121, 166], "teacher_forcing_ratio": [49, 166], "wheel": [49, 97, 160, 169, 197], "instabl": [49, 166], "craft": [49, 73, 103, 128], "essenc": [49, 101, 264], "nan": [49, 191], "overshoot": 49, "steep": 49, "cliff": 49, "goodfellow": [49, 52, 73], "2016": 49, "deeplearningbook": 49, "realiti": [49, 52, 60, 73, 101, 158, 165], "encoder_optim": [49, 166], "decoder_optim": [49, 166], "print_loss": 49, "n_total": 49, "encoder_hidden": [49, 60, 166, 254], "decoder_input": [49, 60, 166], "decoder_hidden": [49, 60, 166], "use_teacher_forc": 49, "decoder_output": [49, 60, 166], "mask_loss": 49, "topi": [49, 127, 128, 166], "tie": 49, "trainit": [49, 166], "n_iter": [49, 127, 128, 173], "explanatori": 49, "lift": [49, 58, 59, 113, 206, 224], "tarbal": 49, "encoder_n_lay": [49, 60], "decoder_n_lay": [49, 60, 254], "print_everi": [49, 127, 128, 166], "save_everi": [49, 53, 55, 147], "loadfilenam": [49, 60], "training_batch": 49, "start_iter": 49, "print_loss_avg": [49, 166], "percent": [49, 103, 144, 146, 155, 166], "makedir": [49, 138, 186], "en_opt": [49, 60], "de_opt": [49, 60], "voc_dict": [49, 60], "tar": [49, 60, 75, 112, 118, 237, 242, 264], "NOT": [49, 60, 80, 85, 98, 102, 112, 129, 131, 132, 134, 153, 209], "greedysearchdecod": [49, 254], "all_token": [49, 60], "all_scor": [49, 60], "decoder_scor": [49, 60], "searcher": [49, 60], "evaluateinput": [49, 60], "press": [49, 52, 264], "gracefulli": [49, 53, 163], "prompt": [49, 50, 60, 185, 259], "decoded_word": [49, 60, 166], "output_word": [49, 60, 166], "keyerror": [49, 60], "regardless": [49, 98, 146, 163, 265], "cb_model": [49, 60], "checkpoint_it": [49, 60], "_checkpoint": [49, 60, 122], "encoder_sd": [49, 60], "decoder_sd": [49, 60], "encoder_optimizer_sd": [49, 60], "decoder_optimizer_sd": [49, 60], "embedding_sd": [49, 60], "decoder_learning_ratio": 49, "uncom": [49, 51, 60, 64, 72, 101, 111], "folk": 49, "congratul": [49, 108, 125, 242], "tailor": [49, 136], "cool": [49, 52, 153, 155, 189, 206], "chatbot_tutori": 49, "uninstal": [50, 138], "reinstal": 50, "chatbot": [50, 60, 254], "browser": [50, 105, 169, 264], "subfold": 50, "visit": [50, 112, 113, 127, 185], "in_": 50, "_colab": 50, "_name": 50, "mount": 50, "gdrive": 50, "upload": [50, 259], "rerun": [50, 153], "evolv": [50, 103, 145, 151], "t4": 50, "sasank": [51, 117, 158], "chilamkurthi": [51, 117, 158], "scikit": [51, 138], "skimag": 51, "facial": 51, "pose": 51, "landmark": 51, "dlib": 51, "part_0_x": 51, "part_0_i": 51, "part_1_x": 51, "part_1_i": 51, "part_2_x": 51, "part_67_x": 51, "part_67_i": 51, "0805personali01": 51, "83": [51, 177, 247], "134": [51, 205], "1084239450_e76e00b7e7": 51, "70": [51, 148, 164, 178, 192, 202, 232], "236": 51, "257": [51, 232], "312": [51, 148], "person": [51, 58, 59, 113, 179], "img_nam": 51, "landmarks_fram": 51, "face_landmark": 51, "asarrai": [51, 75, 90], "show_landmark": 51, "scatter": [51, 79, 123, 134, 136, 172], "imread": 51, "facelandmarksdataset": 51, "csv_file": 51, "root_dir": 51, "is_tensor": 51, "face_dataset": 51, "fig": [51, 52, 117, 127, 150, 158, 166, 170], "set_titl": [51, 117, 158, 167, 170], "randomcrop": [51, 158], "crop": [51, 126, 167, 179], "tsfm": 51, "transformed_sampl": 51, "edg": [51, 98, 105, 119, 121, 144, 169, 180, 198, 201, 264], "new_w": 51, "extern": [51, 97, 112, 126, 144, 145, 187, 200, 210, 262, 264], "safer": 51, "stick": [51, 113, 136, 148, 262], "tsfrm": 51, "transformed_dataset": 51, "lose": [51, 53, 97, 147, 228, 262], "collate_fn": [51, 115, 118, 179], "show_landmarks_batch": 51, "sample_batch": 51, "images_batch": 51, "landmarks_batch": 51, "im_siz": 51, "grid_border_s": 51, "indent": [51, 148, 232, 264], "i_batch": 51, "4th": [51, 80], "imagefold": [51, 52, 92, 117, 158], "ant": [51, 117, 158, 267], "xxy": 51, "jpeg": [51, 140, 214], "xxz": 51, "bee": [51, 117, 158, 264], "123": [51, 164, 220, 265], "nsdf3": 51, "asd932_": 51, "data_transform": [51, 117, 158], "randomsizedcrop": 51, "hymenoptera_dataset": 51, "hymenoptera_data": [51, 117, 158], "dataset_load": 51, "\u8ba1\u7b97\u673a\u89c6\u89c9\u8fc1\u79fb\u5b66\u4e60\u6559\u7a0b": [51, 121], "data_loading_tutori": 51, "nathan": [52, 73, 85, 86], "celebr": [52, 121], "pictur": [52, 73, 124, 166], "thorough": [52, 177, 178], "shed": 52, "spend": [52, 82, 153], "sake": [52, 127, 137, 157, 161], "ian": 52, "constantli": [52, 73, 161], "outsmart": 52, "equilibrium": 52, "perfect": [52, 192], "notat": [52, 73, 110], "chw": [52, 159], "3x64x64": 52, "thought": [52, 83, 113, 116, 191, 264], "latent": [52, 103], "p_": 52, "p_g": 52, "minimax": 52, "logd": 52, "underset": 52, "mathbb": [52, 85, 151, 161], "sim": 52, "radford": 52, "unsupervis": 52, "compris": [52, 60, 112], "drawn": [52, 160], "volum": [52, 123], "tip": [52, 58, 59, 103, 170], "dset": 52, "vutil": 52, "anim": 52, "manualse": 52, "use_deterministic_algorithm": 52, "dataroot": 52, "image_s": [52, 153], "spatial": [52, 121, 179], "64x64": 52, "nc": [52, 89], "nz": 52, "ngf": 52, "ndf": 52, "num_epoch": [52, 117, 118, 158, 160, 179, 199], "0002": 52, "ngpu": 52, "celeba": 52, "celeb": 52, "img_align_celeba": 52, "188242": 52, "173822": 52, "284702": 52, "537394": 52, "real_batch": 52, "stdev": 52, "weights_init": 52, "netg": 52, "netd": 52, "constant_": [52, 135], "dataparallel": [52, 120, 121, 125, 138, 150, 186, 231, 248], "downsampl": [52, 135, 147], "promot": 52, "healthi": 52, "bceloss": [52, 110], "ell": [52, 166], "l_1": 52, "l_n": 52, "quad": [52, 161], "y_n": 52, "bce": 52, "gt": [52, 78, 109, 254], "fixed_nois": 52, "establish": [52, 60], "optimizerd": 52, "optimizerg": 52, "Be": 52, "somewhat": 52, "incorrect": [52, 125, 131, 173, 254], "collaps": 52, "went": [52, 145, 198], "ganhack": 52, "secondli": [52, 188], "loss_d": 52, "loss_g": 52, "img_list": 52, "real_cpu": 52, "b_size": 52, "errd_real": 52, "errd_fak": 52, "d_g_z1": 52, "errd": 52, "errg": 52, "d_g_z2": 52, "stat": [52, 55, 122, 129, 160, 169, 196, 199, 239, 247], "tloss_d": 52, "tloss_g": 52, "versu": [52, 73, 121], "im": [52, 75, 113], "artistanim": 52, "repeat_delai": 52, "blit": 52, "to_jshtml": 52, "music": 52, "dcgan_faces_tutori": 52, "mingpt": [53, 54, 55, 56, 132, 133], "aw": [53, 55, 123, 132, 133, 177, 178, 220, 252], "p3": [53, 54, 55, 64, 111, 132, 133], "8xlarg": [53, 55], "failur": [53, 61, 133, 134, 145, 174, 175, 212], "disrupt": 53, "suscept": 53, "elast": [53, 122, 134, 216], "attempt": [53, 99, 122, 174, 175], "minutia": 53, "multinod": [53, 132, 176], "load_snapshot": 53, "snapshot_path": 53, "train_step": 53, "should_checkpoint": 53, "save_snapshot": 53, "membership": [53, 133], "intervent": [53, 97, 186], "diff": [53, 55, 60, 82, 121, 198, 232], "multigpu": [53, 55, 133], "multigpu_torchrun": 53, "envvari": 53, "ddp_setup": [53, 55], "12355": [53, 55, 123, 134, 215], "local_rank": [53, 122, 133, 138, 186], "gpu_id": [53, 55, 133], "_save_snapshot": 53, "model_st": 53, "epochs_run": 53, "_load_snapshot": 53, "max_epoch": [53, 149], "_run_epoch": [53, 55], "total_epoch": [53, 55], "nproc_per_nod": [53, 122, 124, 134, 216], "migrat": [53, 55, 177], "fault": [54, 55, 56, 60, 61, 87, 132, 133], "toler": [54, 55, 56, 61, 87, 132, 133], "cluster": [54, 122, 126, 132, 133, 134, 136], "torchrun": [54, 122, 124, 132, 133, 216], "amazon": 54, "ec2": [54, 123], "gentli": 54, "convert_sync_batchnorm": 55, "single_gpu": 55, "mytraindataset": 55, "distributedsampl": [55, 56, 122, 123, 138, 186], "destroy_process_group": [55, 122, 123, 134, 215], "excess": [55, 82, 124, 221], "set_epoch": [55, 122, 123], "b_sz": 55, "_run_batch": 55, "ckp": 55, "_save_checkpoint": 55, "load_train_obj": 55, "prepare_dataload": 55, "shorthand": [55, 264], "ring": [56, 124], "destroi": [56, 142, 265], "soumith": [57, 81, 136], "chintala": [57, 81, 136], "scientif": [57, 95], "blitz": [57, 105, 110, 170], "jeff": [58, 59, 119], "tang": [58, 59, 119], "review": [58, 59, 78, 113, 132, 138, 158, 174, 175, 177, 178, 190, 191, 193, 221], "jeremiah": [58, 59], "chung": [58, 59, 126], "region": [58, 59, 126, 144, 167, 172, 177, 178, 179, 253], "bicycl": [58, 59], "bu": [58, 59], "autonom": [58, 59], "favor": [58, 126, 151, 160], "pitfal": [58, 59], "beyond": [58, 59, 61, 101, 156, 157, 210], "ndk": [58, 209, 225, 228], "recip": [58, 59, 61, 109, 119, 120, 178, 189, 195, 205, 207, 209, 223, 233, 238, 252], "deeplabv3_script": [58, 59, 205, 223], "deeplabv3_resnet50": [58, 59, 205, 223, 224], "resnet101": [58, 148], "hub": [58, 59, 119, 169, 205, 223, 224], "v0": [58, 59, 121, 147, 161, 179, 205, 223, 224, 261], "scriptedm": [58, 59], "168mb": [58, 59], "deeplab": [58, 59, 121, 205], "input_tensor": [58, 59, 159, 166, 167, 195, 214], "400x400": [58, 59], "oncreat": [58, 209], "mainact": [58, 207, 209, 223], "assetfilepath": [58, 209, 223], "ioexcept": [58, 209], "imagesegment": [58, 205, 223], "breakpoint": [58, 59], "73": [58, 145, 164, 177, 202, 232], "inputtensor": [58, 128, 156, 207], "tensorimageutil": [58, 224], "bitmaptofloat32tensor": 58, "bitmap": 58, "torchvision_norm_mean_rgb": [58, 224], "torchvision_norm_std_rgb": [58, 224], "getdataasfloatarrai": 58, "outtensor": 58, "todictstringkei": 58, "pytorch_vision_deeplabv3_resnet101": [58, 59], "outputtensor": [58, 59, 156, 188, 189, 207, 224], "getwidth": 58, "getheight": 58, "emul": [58, 147, 186, 205], "consum": [58, 59, 75, 107, 109, 125, 145, 150, 160, 162, 164, 165, 183, 189, 196, 201], "bulk": [58, 59, 130], "heaviest": [58, 59], "intvalu": 58, "classnum": [58, 59], "maxi": [58, 59], "maxj": [58, 59], "maxnum": [58, 59], "green": [58, 59, 60, 98, 113, 122, 124, 170], "sheep": [58, 59], "black": [58, 59, 73, 82, 124, 126, 162, 166], "0xffff0000": 58, "0xff00ff00": 58, "0xff0000ff": 58, "0xff000000": 58, "outputbitmap": 58, "imageview": 58, "bmpsegment": 58, "createscaledbitmap": 58, "getconfig": 58, "setpixel": 58, "setimagebitmap": 58, "textview": 58, "helloworld": [59, 119, 188, 189, 225, 226], "deeplabv3_resnet101": 59, "viewcontrol": [59, 223], "swift": [59, 223, 226], "uiviewcontrol": 59, "var": [59, 80, 130, 188, 209], "uiimag": 59, "func": [59, 104, 118, 121, 139, 142, 145, 146, 151, 155, 194, 206, 245], "viewdidload": 59, "torchmodul": [59, 189, 223, 226], "filepath": [59, 223], "forresourc": [59, 223], "oftyp": [59, 223], "fileatpath": [59, 223], "fatalerror": [59, 223], "predictimag": [59, 189], "unsign": [59, 145, 232], "imagebuff": [59, 189], "autogradmod": [59, 209], "non_var_type_mod": 59, "nsmutablearrai": 59, "floatinput": 59, "nil": [59, 223], "addobject": 59, "outputdict": 59, "_impl": [59, 188, 189, 223], "togenericdict": 59, "floatbuff": [59, 207, 224], "temporarili": 59, "nsmutabledata": 59, "datawithlength": 59, "sizeof": [59, 209], "mutablebyt": 59, "floatvalu": 59, "uiimageview": 59, "convertrgbbuffertouiimag": 59, "uiimagehelp": 59, "uitextview": 59, "segmentimag": 59, "phase": [60, 76, 78, 117, 136, 158, 164, 188, 195, 201, 205], "imper": 60, "idiomat": 60, "defer": 60, "optimiz": 60, "decor": [60, 61, 85, 110, 120, 147, 162, 173], "caveat": [60, 113, 134, 162, 201], "remind": [60, 113, 177], "necessarili": [60, 105, 107, 108, 131], "cooper": [60, 221], "chronolog": 60, "attend": 60, "greedili": 60, "_length": 60, "adher": [60, 203], "stem": 60, "surround": 60, "freedom": [60, 166], "__constants__": [60, 254], "liter": [60, 265], "_devic": [60, 254], "_sos_token": [60, 254], "pep": [60, 264], "3107": 60, "mypi": 60, "_decoder_n_lay": [60, 254], "evaluateexampl": 60, "stdin": 60, "4000_checkpoint": 60, "test_seq": 60, "num": [60, 104, 130, 138, 162, 186], "_word": 60, "test_seq_length": 60, "traced_encod": [60, 254], "presenc": [60, 173, 200], "unscript": [60, 258], "test_encoder_output": 60, "test_encoder_hidden": 60, "test_decoder_hidden": 60, "test_decoder_input": 60, "traced_decod": [60, 254], "scripted_search": 60, "script_modul": [60, 85], "scripted_chatbot": 60, "deploy_seq2seq_hybrid_frontend_tutori": 60, "shen": [61, 123, 134, 135, 150, 156, 162, 164], "li": [61, 103, 123, 127, 128, 134, 135, 136, 150, 156, 162, 164, 173, 177, 178], "categor": [61, 82, 137, 162, 164, 178], "lifetim": [61, 164], "c10d": [61, 134, 156, 248], "all_gath": [61, 122, 123, 136, 156], "p2p": 61, "isend": [61, 136], "gradual": [61, 85, 153], "willing": [61, 113], "hurdl": 61, "vldb": 61, "starter": 61, "unbalanc": 61, "zeroredundancyoptim": [61, 156, 252], "footprint": [61, 109, 122, 123, 132, 153, 219, 229], "uneven": [61, 120], "fsdp": [61, 121, 124, 132, 215, 216], "growth": [61, 172, 193], "recoveri": [61, 134], "sometim": [61, 125, 131, 133, 134, 137, 146, 161, 164, 166, 185, 192, 193], "inevit": [61, 134], "oom": [61, 122, 153], "desynchron": 61, "pillar": 61, "protocol": [61, 115], "spirit": [61, 103, 138, 264], "hogwild": 61, "async_execut": [61, 120, 121, 162], "polynomi": [63, 64, 65, 67, 68, 69, 111], "euclidean": [63, 64, 67, 68, 69, 97, 111], "linspac": [63, 64, 65, 67, 68, 69, 71, 72, 89, 111], "held": [63, 78, 97, 103, 111, 127, 163], "polynomial_autograd": 63, "bx": [64, 111], "cx": [64, 99, 111], "p_3": [64, 111], "5x": [64, 111], "legendr": 64, "legendrepolynomial3": [64, 111], "polynomial_custom_funct": 64, "strang": [65, 85, 111, 264], "fifth": [65, 265], "dynamicnet": [65, 111], "tough": [65, 111, 113], "30000": [65, 111, 136], "dynamic_net": 65, "polynomial3": [67, 111], "polynomial_modul": 67, "xx": [68, 69, 111, 145], "flaten": [68, 111], "mse": [68, 93, 97, 111], "linear_lay": [68, 69, 111], "polynomial_nn": 68, "overwritten": [69, 111, 186], "checkout": [69, 111, 117, 189, 207], "polynomial_optim": 69, "\u4e00\u4e2a\u4e09\u6b21\u591a\u9879\u5f0f": [71, 72], "\u5230": [71, 72, 89, 95, 230, 231, 232, 252], "\u901a\u8fc7\u6700\u5c0f\u5316\u6b27\u51e0\u91cc\u5f97\u8ddd\u79bb\u7684\u5e73\u65b9\u6765\u8bad\u7ec3\u9884\u6d4b": 71, "\u8be5\u5b9e\u73b0\u4f7f\u7528": [71, 72], "\u624b\u52a8\u8ba1\u7b97\u524d\u5411\u4f20\u9012": 71, "\u635f\u5931\u548c\u53cd\u5411\u4f20\u9012": [71, 72], "numpy\u6570\u7ec4\u662f\u4e00\u4e2a\u901a\u7528\u7684n\u7ef4\u6570\u7ec4": 71, "\u5b83\u4e0d\u4e86\u89e3\u6df1\u5ea6\u5b66\u4e60": [71, 72], "\u68af\u5ea6\u6216\u8ba1\u7b97\u56fe": 71, "\u53ea\u662f\u7528\u4e8e\u6267\u884c\u901a\u7528\u6570\u503c\u8ba1\u7b97\u7684\u4e00\u4e2a\u5e93": 71, "grad_y_pr": [71, 72, 111], "grad_a": [71, 72, 111], "grad_b": [71, 72, 111], "grad_c": [71, 72, 111], "grad_d": [71, 72, 111], "polynomial_numpi": 71, "\u901a\u8fc7\u6700\u5c0f\u5316\u6b27\u51e0\u91cc\u5f97\u8ddd\u79bb\u7684\u5e73\u65b9\u6765\u8bad\u7ec3\u9884\u6d4b\u4ece": 72, "\u5f20\u91cf\u624b\u52a8\u8ba1\u7b97\u524d\u5411\u4f20\u9012": 72, "\u5f20\u91cf\u57fa\u672c\u4e0a\u4e0e": 72, "\u6570\u7ec4\u76f8\u540c": 72, "\u8ba1\u7b97\u56fe\u6216\u68af\u5ea6": 72, "\u53ea\u662f\u7528\u4e8e\u4efb\u610f\u6570\u503c\u8ba1\u7b97\u7684\u901a\u7528n\u7ef4\u6570\u7ec4": 72, "\u6570\u7ec4\u548c": 72, "\u5f20\u91cf\u4e4b\u95f4\u6700\u5927\u7684\u533a\u522b\u662f": 72, "\u5f20\u91cf\u53ef\u4ee5\u5728": 72, "\u4e0a\u8fd0\u884c": 72, "\u4e0a\u8fd0\u884c\u64cd\u4f5c": 72, "\u53ea\u9700\u5c06\u5f20\u91cf\u8f6c\u6362\u4e3a": 72, "polynomial_tensor": 72, "appreci": [73, 98, 113], "overlook": 73, "secur": [73, 169], "awar": [73, 124, 126, 136, 137, 138, 148, 165, 174, 175, 177, 184, 188, 189, 190, 197], "vulner": 73, "surpris": [73, 154], "impercept": 73, "perturb": 73, "drastic": 73, "overarch": 73, "misclassif": 73, "alter": [73, 112, 185], "har": 73, "remark": [73, 173], "jump": [73, 102, 105, 107, 108, 140, 147], "mathbf": 73, "nabla_": [73, 99], "007": 73, "misclassifi": 73, "gibbon": 73, "clearli": [73, 126, 190, 191], "pretrained_model": [73, 172], "lenet_mnist_model": [73, 222], "dropout1": [73, 123, 163, 204, 234], "dropout2": [73, 123, 163, 204, 234], "9216": [73, 123, 130, 155, 163, 204, 234], "log_softmax": [73, 93, 97, 99, 102, 103, 104, 123, 130, 149, 155, 163, 166, 167, 204, 222, 234], "test_load": [73, 97, 123, 130, 163, 167, 222], "1307": [73, 123, 130, 136, 149, 163, 167, 222], "3081": [73, 123, 130, 136, 149, 163, 167, 222], "fgsm_attack": 73, "clean": [73, 102, 122, 123, 134, 153, 188, 190, 196, 264], "data_grad": 73, "_imag": 73, "_grad": 73, "sign_data_grad": 73, "perturbed_imag": 73, "denorm": 73, "strength": [73, 170, 196], "adv_exampl": 73, "init_pr": 73, "bother": 73, "datagrad": 73, "data_denorm": 73, "perturbed_data": 73, "reappli": 73, "perturbed_data_norm": 73, "final_pr": 73, "adv_ex": 73, "adv": 73, "final_acc": 73, "ttest": 73, "trend": [73, 83, 169], "curv": [73, 150, 169, 170], "linearli": 73, "ytick": [73, 170], "xtick": [73, 170], "lunch": [73, 195], "BUT": [73, 101], "percept": 73, "tradeoff": [73, 121, 125, 126, 136, 160], "evid": 73, "fontsiz": 73, "orig": [73, 143], "nip": [73, 118], "defens": 73, "competit": [73, 139, 155], "defenc": 73, "perhap": [73, 127, 157, 254], "dirti": 73, "fgsm_tutori": 73, "torchvision_tutori": [74, 179], "multimod": [75, 121], "ow": 75, "ubiquit": 75, "caption": [75, 264, 267], "vqa": 75, "unimod": 75, "contrast": [75, 128, 150, 155, 178, 190], "textvqa": 75, "bert": [75, 93, 121, 123, 178, 197, 200, 229, 235], "dl": [75, 104, 178, 185, 208, 209, 222, 264], "fbaipublicfil": [75, 185], "pythia": 75, "gz": [75, 104, 118, 237, 264, 265], "xf": 75, "prepend": [75, 155], "exclam": 75, "34602": 75, "answers_textvqa_more_than_1": 75, "answer_to_idx": 75, "uniform": [75, 113, 177, 203], "berttoken": [75, 138, 186], "functool": [75, 87, 113, 122, 123, 142, 146], "image_transform": 75, "return_tensor": 75, "ans_to_count": 75, "max_valu": 75, "ans_idx": 75, "uncas": [75, 138, 145, 178, 186], "set_transform": 75, "flava_model_for_classif": 75, "mlp": [75, 124, 139, 177], "toi": [75, 98, 102, 123, 134, 143, 150, 164, 176, 200], "mdetr": 75, "omnivor": 75, "multitask": 75, "flava_finetuning_tutori": 75, "flush": [76, 94, 96, 189, 204, 209, 246, 264], "twice": [76, 131, 185, 232], "retain_vari": 76, "freed": [76, 122, 153, 198], "fail": [76, 112, 125, 145, 148, 159, 161, 165, 173, 191, 197, 199, 201, 209, 221, 223, 242], "autograd_tutorial_old": [76, 77], "tensor_tutorial_old": [77, 80], "nnft_tutori": [77, 78], "redesign": 78, "concatt": 78, "caddtabl": 78, "nngraph": 78, "input1": 78, "input2": 78, "pdb": 78, "debugg": [78, 104], "mnistconvnet": 78, "pool1": 78, "pool2": 78, "crazi": 78, "legal": [78, 194], "ephemer": [78, 153], "classnll": 78, "err": 78, "printnorm": 78, "register_forward_hook": [78, 240], "printgradnorm": 78, "register_backward_hook": 78, "i2h": [78, 127, 128], "h2o": [78, 127], "penn": [78, 179], "bank": 78, "timestep": [78, 98, 102, 127, 128, 161], "dataparallelmodel": 79, "block2": 79, "block3": 79, "becam": [79, 209], "inaccess": 79, "clash": 79, "mydataparallel": 79, "__getattr__": [79, 85], "attributeerror": 79, "getattr": [79, 147, 148, 186, 210, 248], "primit": [79, 121, 124, 146, 178, 198, 208], "mpi": [79, 136], "parallel_appli": 79, "clariti": [79, 143], "output_devic": [79, 134], "distributedmodel": 79, "\u6df1\u5ea6\u5b66\u4e60": [79, 127, 128, 166], "60\u5206\u949f\u5165\u95e8": [79, 127, 128, 166], "uniniti": [80, 137, 203], "postfix": 80, "narrow_": 80, "lua": [80, 81, 127, 128, 166], "1st": [80, 97, 102, 123, 129], "5th": 80, "camelcas": 80, "anymor": 80, "indexadd": 80, "index_add_": 80, "chartensor": 80, "anupam": [82, 83, 116], "bhatnagar": [82, 83], "holistictraceanalysi": 82, "deactiv": 82, "trace_dir": 82, "trace_analysi": 82, "traceanalysi": 82, "engag": [82, 197], "time_spent_df": 82, "get_temporal_breakdown": 82, "enqueu": 82, "slowdown": [82, 122, 125], "consecut": [82, 128, 137, 147, 150, 159, 172, 178], "insuffici": [82, 161, 177], "delai": [82, 134, 162, 177], "stall": [82, 177, 178], "gap": [82, 85], "nanosecond": 82, "consecutive_kernel_delai": 82, "get_idle_time_breakdown": 82, "idle_time_df": 82, "show_idle_interval_stat": 82, "percentag": [82, 119, 144, 157, 177, 194], "visualize_pctg": 82, "comm": 82, "comp": 82, "mem": [82, 109, 239], "proport": [82, 153], "pie": [82, 153], "chart": 82, "kernel_type_metrics_df": 82, "kernel_metrics_df": 82, "get_gpu_kernel_breakdown": 82, "bottleneck": [82, 109, 122, 124, 133, 135, 150, 153, 162, 169, 173, 177, 178], "plotli": [82, 126], "hover": [82, 126, 159], "pan": 82, "num_kernel": 82, "duration_ratio": 82, "preced": [82, 130, 137, 143, 178, 183, 198, 200, 264], "lab": [82, 170, 185], "image_render": 82, "jupyterlab": 82, "gpu_kernel_breakdown": 82, "tflop": 82, "oversubscrib": 82, "unresolv": [82, 192], "extent": 82, "overlap_df": 82, "get_comm_comp_overlap": 82, "h2d": 82, "d2h": 82, "d2d": 82, "memcpi": 82, "memset": 82, "outstand": [82, 200], "generate_trace_with_count": 82, "_with_count": 82, "screenshot": 82, "get_memory_bw_summari": 82, "get_queue_length_summari": 82, "get_memory_bw_time_seri": 82, "get_queue_length_time_seri": 82, "mem_bw_summari": 82, "queue_len_summari": 82, "mem_bw_seri": 82, "queue_len_seri": 82, "get_queue_length_seri": 82, "25th": 82, "50th": 82, "75th": 82, "percentil": 82, "cudalaunchkernel": 82, "cudamemcpyasync": 82, "cudamemsetasync": 82, "kernel_info_df": 82, "get_cuda_kernel_launch_stat": 82, "outlier": [82, 161], "microsecond": [82, 146, 165, 219, 224, 232], "cutoff": 82, "runtime_cutoff": 82, "launch_delay_cutoff": 82, "occasion": [83, 163, 166], "hta": [83, 169], "tracediff": 83, "cumul": [83, 160, 161, 176], "compare_trac": 83, "ops_diff": 83, "absent": 83, "visualize_counts_diff": 83, "visualize_duration_diff": 83, "ten": [83, 97], "compare_traces_output": 83, "sort_valu": [83, 126], "diff_count": 83, "diff_dur": 83, "differer": 83, "overshadow": 83, "profilerstep": [83, 145], "trace_diff_demo": 83, "learning_hybrid_frontend_through_example_tutori": [84, 85], "hybrid_frontend": 84, "introduction_to_hybrid_frontend_tutori": 84, "intens": [85, 145, 178], "shini": 85, "enjoi": [85, 147], "aquaint": 85, "refin": 85, "proven": [85, 193, 200], "resouc": 85, "consumpt": [85, 109, 122, 124, 126, 145, 157, 169, 214], "discrep": 85, "interwork": 85, "intrus": [85, 153], "broken": [85, 101, 118, 178], "epsilon": [85, 130, 137, 147, 160, 161], "biggl": 85, "lfloor": 85, "prod_": 85, "biggr": 85, "rfloor": 85, "hline": 85, "190": [85, 164, 172, 232], "4377": 85, "59051": 85, "traced_fn": 85, "script_fn": 85, "floor": [85, 95, 127, 128, 166], "accomod": [85, 132], "fmod": [85, 192], "traced_modul": 85, "n_trace": 85, "onnx": [85, 121], "dramat": 87, "industri": 87, "tensorboard": [87, 88, 91, 96, 121, 126, 149, 239, 246, 252], "slight": [87, 131, 233], "pathlib": [87, 104, 122, 126, 147, 172, 195], "random_split": [87, 115], "get_checkpoint": 87, "ashaschedul": 87, "cloudpickl": 87, "trial": [87, 126, 149], "load_data": 87, "train_cifar": 87, "as_directori": 87, "checkpoint_dir": [87, 215], "pkl": [87, 104, 223], "checkpoint_st": 87, "start_epoch": 87, "net_state_dict": 87, "optimizer_state_dict": [87, 112, 215, 221, 242], "luckili": [87, 145, 192], "fraction": 87, "checkpoint_data": 87, "wb": [87, 104, 153, 259], "dump": [87, 145, 153, 189, 223, 232, 247], "from_directori": 87, "val_step": 87, "bad": [87, 113, 125, 140, 174, 175, 178, 185], "wast": [87, 169, 194, 197, 203], "test_ab": 87, "train_subset": 87, "val_subset": 87, "valload": 87, "epoch_step": 87, "test_accuraci": 87, "loguniform": [87, 232], "gpus_per_tri": 87, "resources_per_tri": 87, "num_sampl": [87, 122], "checkpoint_at_end": 87, "max_num_epoch": 87, "abspath": [87, 156], "max_t": 87, "grace_period": 87, "reduction_factor": 87, "best_trial": 87, "get_best_tri": 87, "last_result": 87, "best_trained_model": 87, "best_checkpoint": 87, "get_best_checkpoint": 87, "best_checkpoint_data": 87, "test_acc": 87, "000668163": 87, "31479": 87, "0977": 87, "0331514": 87, "31605": 87, "0983": 87, "000150295": 87, "30755": 87, "1023": 87, "0128248": 87, "66912": 87, "4391": 87, "00464561": 87, "7316": 87, "3463": 87, "00031556": 87, "19409": 87, "1736": 87, "00574329": 87, "85679": 87, "3368": 87, "00325652": 87, "30272": 87, "0984": 87, "000342987": 87, "76044": 87, "003734": 87, "53101": 87, "4761": 87, "0037339984519545164": 87, "5310075663924216": 87, "4737": 87, "hyperparameter_tuning_tutori": 87, "\u7b80\u4ecb": [88, 89, 90, 91, 93, 94], "tensorboard\u652f\u6301": [88, 89, 90, 92, 93, 94, 95, 96], "\u6a21\u578b\u7406\u89e3": [88, 89, 90, 92, 93, 94, 95, 96], "\u4f5c\u8005": [88, 129, 211, 215, 216, 220, 231, 235, 238, 245, 248, 253, 256, 257], "brad": 88, "heintz": 88, "\u672c\u6559\u7a0b\u4e0eyoutube\u4e0a\u7684": 88, "\u521d\u5b66\u8005\u7cfb\u5217": 88, "\u540c\u6b65": [88, 231], "\u6bcf\u4e2a\u90e8\u5206\u7684\u9876\u90e8\u90fd\u6709\u4e00\u4e2acolab\u94fe\u63a5": 88, "\u5b83\u4f1a\u5728\u5b8c\u5168\u6258\u7ba1\u7684\u73af\u5883\u4e2d\u6253\u5f00\u4e00\u4e2a\u5305\u542b\u4ee3\u7801\u7684\u7b14\u8bb0\u672c": 88, "\u4e13\u4e1a\u63d0\u793a": 88, "\u4f7f\u7528gpu\u8fd0\u884c\u65f6\u7684colab\u53ef\u4ee5\u52a0\u901f\u64cd\u4f5c": 88, "\u8fd0\u884c\u65f6": 88, "\u66f4\u6539\u8fd0\u884c\u65f6\u7c7b\u578b": 88, "\u672c\u5730": 88, "\u4e0b\u8f7dnotebook\u6216\u5c06\u4ee3\u7801\u590d\u5236\u5230\u60a8\u559c\u6b22\u7684ide\u4e2d": 88, "\u81ea\u52a8\u5fae\u5206\u57fa\u7840": 88, "\u652f\u6301": [88, 96, 222, 248, 252, 256], "captum": [88, 91, 236, 252], "\u8fdb\u884c\u6a21\u578b\u7406\u89e3": 88, "\u8ddf\u968f\u4e0b\u9762\u7684\u89c6\u9891\u6216\u5728": [89, 90, 92, 93, 94, 95, 96], "\u4e0a\u89c2\u770b": [89, 90, 92, 93, 94, 95, 96], "\u529f\u80fd\u662f\u4f7f": 89, "\u5728\u6784\u5efa\u673a\u5668\u5b66\u4e60\u9879\u76ee\u65f6\u7075\u6d3b\u4e14\u5feb\u901f\u7684\u90e8\u5206\u539f\u56e0": 89, "\u5b83\u5141\u8bb8\u5bf9\u590d\u6742\u8ba1\u7b97\u5feb\u901f\u8f7b\u677e\u5730\u8ba1\u7b97\u591a\u4e2a\u504f\u5bfc\u6570": 89, "\u4e5f\u79f0\u4e3a": 89, "\u8fd9\u4e2a\u64cd\u4f5c\u662f\u57fa\u4e8e\u53cd\u5411\u4f20\u64ad\u7684\u795e\u7ecf\u7f51\u7edc\u5b66\u4e60\u7684\u6838\u5fc3": 89, "\u7684\u5f3a\u5927\u4e4b\u5904\u5728\u4e8e\u5b83\u5728\u8fd0\u884c\u65f6\u52a8\u6001\u5730": 89, "\u8ddf\u8e2a\u4f60\u7684\u8ba1\u7b97": 89, "\u8fd9\u610f\u5473\u7740\u5982\u679c\u4f60\u7684\u6a21\u578b\u6709\u51b3\u7b56\u5206\u652f\u6216\u957f\u5ea6\u5728\u8fd0\u884c\u65f6\u624d\u77e5\u9053\u7684\u5faa\u73af": 89, "\u8ba1\u7b97\u4ecd\u7136\u4f1a\u88ab\u6b63\u786e\u8ddf\u8e2a": 89, "\u4f60\u4f1a\u5f97\u5230\u6b63\u786e\u7684\u68af\u5ea6\u6765\u9a71\u52a8\u5b66\u4e60": 89, "\u7ed3\u5408\u4f60\u7684\u6a21\u578b\u662f\u7528": 89, "\u6784\u5efa\u7684\u4e8b\u5b9e": 89, "\u8fd9\u6bd4\u4f9d\u8d56\u4e8e\u5bf9\u66f4\u52a0\u4e25\u683c\u7ed3\u6784\u5316\u7684\u6a21\u578b\u8fdb\u884c\u9759\u6001\u5206\u6790\u6765\u8ba1\u7b97\u68af\u5ea6\u7684\u6846\u67b6\u63d0\u4f9b\u4e86\u66f4\u5927\u7684\u7075\u6d3b\u6027": 89, "\u673a\u5668\u5b66\u4e60\u6a21\u578b\u662f\u4e00\u4e2a": 89, "\u6709\u8f93\u5165\u548c\u8f93\u51fa": 89, "\u5728\u672c\u8ba8\u8bba\u4e2d": 89, "\u6211\u4eec\u5c06\u628a\u8f93\u5165\u89c6\u4e3a\u4e00\u4e2a": 89, "\u7ef4\u5411\u91cf": 89, "\u5176\u5143\u7d20\u4e3a": 89, "\u7136\u540e\u6211\u4eec\u53ef\u4ee5\u5c06\u6a21\u578b": 89, "\u8868\u793a\u4e3a\u8f93\u5165\u7684\u5411\u91cf\u503c\u51fd\u6570": 89, "\u6211\u4eec\u5c06\u6a21\u578b": 89, "\u7684\u8f93\u51fa\u503c\u89c6\u4e3a\u5411\u91cf": 89, "\u56e0\u4e3a\u4e00\u822c\u6765\u8bf4": 89, "\u4e00\u4e2a\u6a21\u578b\u53ef\u80fd\u6709\u4efb\u610f\u6570\u91cf\u7684\u8f93\u51fa": 89, "\u7531\u4e8e\u6211\u4eec\u4e3b\u8981\u5728\u8bad\u7ec3\u7684\u80cc\u666f\u4e0b\u8ba8\u8bba\u81ea\u52a8\u5fae\u5206": 89, "\u6211\u4eec\u611f\u5174\u8da3\u7684\u8f93\u51fa\u5c06\u662f\u6a21\u578b\u7684\u635f\u5931": 89, "\u662f\u6a21\u578b\u8f93\u51fa\u7684\u5355\u503c\u6807\u91cf\u51fd\u6570": 89, "\u8be5\u51fd\u6570\u8868\u793a\u6211\u4eec\u6a21\u578b\u5bf9\u7279\u5b9a\u8f93\u5165\u7684": 89, "\u7406\u60f3": 89, "\u8f93\u51fa\u7684\u9884\u6d4b\u504f\u5dee\u6709\u591a\u5927": 89, "\u4ece\u8fd9\u4e00\u70b9\u5f00\u59cb": 89, "\u6211\u4eec\u901a\u5e38\u4f1a\u7701\u7565\u5411\u91cf\u7b26\u53f7": 89, "\u4f8b\u5982\u4f7f\u7528": 89, "\u6211\u4eec\u5e0c\u671b\u6700\u5c0f\u5316\u635f\u5931": 89, "\u5728\u7406\u60f3\u60c5\u51b5\u4e0b": [89, 95], "\u5373\u5b8c\u7f8e\u6a21\u578b\u7684\u60c5\u51b5\u4e0b": 89, "\u8fd9\u610f\u5473\u7740\u8c03\u6574\u5176\u5b66\u4e60\u6743\u91cd": 89, "\u4e5f\u5c31\u662f\u8be5\u51fd\u6570\u7684\u53ef\u8c03\u53c2\u6570": 89, "\u4f7f\u5f97\u5bf9\u4e8e\u6240\u6709\u8f93\u5165": 89, "\u635f\u5931\u4e3a\u96f6": 89, "\u5728\u73b0\u5b9e\u4e16\u754c\u4e2d": 89, "\u8fd9\u610f\u5473\u7740\u4e00\u4e2a\u8fed\u4ee3\u8fc7\u7a0b": 89, "\u4e0d\u65ad\u5fae\u8c03\u5b66\u4e60\u6743\u91cd": 89, "\u76f4\u5230\u6211\u4eec\u770b\u5230\u5bf9\u4e8e\u5e7f\u6cdb\u7684\u8f93\u5165": 89, "\u5f97\u5230\u53ef\u63a5\u53d7\u7684\u635f\u5931": 89, "\u6211\u4eec\u5982\u4f55\u51b3\u5b9a\u6743\u91cd\u5e94\u8be5\u671d\u54ea\u4e2a\u65b9\u5411\u5fae\u8c03\u591a\u8fdc\u5462": 89, "\u6211\u4eec\u5e0c\u671b": 89, "\u6700\u5c0f\u5316": 89, "\u8fd9\u610f\u5473\u7740\u4f7f\u5176\u5173\u4e8e\u8f93\u5165\u7684\u4e00\u9636\u5bfc\u6570\u7b49\u4e8e0": 89, "\u4f46\u662f\u8bf7\u8bb0\u4f4f": 89, "\u635f\u5931\u4e0d\u662f": 89, "\u76f4\u63a5": 89, "\u7531\u8f93\u5165\u5bfc\u51fa\u7684": 89, "\u800c\u662f\u7531\u6a21\u578b\u8f93\u51fa\u7684\u51fd\u6570\u5bfc\u51fa\u7684": 89, "\u800c\u6a21\u578b\u8f93\u51fa\u53c8\u662f\u8f93\u5165\u7684\u76f4\u63a5\u51fd\u6570": 89, "\u6839\u636e\u5fae\u79ef\u5206\u7684\u94fe\u5f0f\u6cd5\u5219": 89, "\u6211\u4eec\u6709": [89, 95], "\u662f\u590d\u6742\u7684\u5730\u65b9": 89, "\u5982\u679c\u6211\u4eec\u518d\u6b21\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u5c55\u5f00\u6a21\u578b\u8f93\u51fa\u5173\u4e8e\u8f93\u5165\u7684\u504f\u5bfc\u6570\u7684\u8868\u8fbe\u5f0f": 89, "\u5b83\u5c06\u6d89\u53ca\u6bcf\u4e2a\u4e58\u4ee5\u7684\u5b66\u4e60\u6743\u91cd": 89, "\u6bcf\u4e2a\u6fc0\u6d3b\u51fd\u6570\u4ee5\u53ca\u6a21\u578b\u4e2d\u7684\u6bcf\u4e2a\u5176\u4ed6\u6570\u5b66\u53d8\u6362\u7684\u8bb8\u591a\u5c40\u90e8\u504f\u5bfc\u6570": 89, "\u6211\u4eec\u8bd5\u56fe\u6d4b\u91cf\u5176\u68af\u5ea6\u7684\u6bcf\u4e2a\u53d8\u91cf\u7684\u5b8c\u6574\u8868\u8fbe\u5f0f": 89, "\u90fd\u662f\u901a\u8fc7\u8ba1\u7b97\u56fe\u4e2d\u6240\u6709\u53ef\u80fd\u8def\u5f84\u7684\u5c40\u90e8\u68af\u5ea6\u4e4b\u548c\u7684\u4e58\u79ef": 89, "\u7279\u522b\u611f\u5174\u8da3\u7684\u662f\u5b66\u4e60\u6743\u91cd\u4e0a\u7684\u68af\u5ea6": 89, "\u5b83\u4eec\u544a\u8bc9\u6211\u4eec": 89, "\u5e94\u8be5\u671d\u54ea\u4e2a\u65b9\u5411\u6539\u53d8\u6bcf\u4e2a\u6743\u91cd": 89, "\u4ee5\u4f7f\u635f\u5931\u51fd\u6570\u66f4\u63a5\u8fd1\u4e8e\u96f6": 89, "\u7531\u4e8e\u8fd9\u4e9b\u5c40\u90e8\u5bfc\u6570\u7684\u6570\u91cf": 89, "\u6bcf\u4e2a\u5bf9\u5e94\u4e8e\u8ba1\u7b97\u56fe\u4e2d\u7684\u5355\u72ec\u8def\u5f84": 89, "\u5f80\u5f80\u4f1a\u968f\u7740\u795e\u7ecf\u7f51\u7edc\u7684\u6df1\u5ea6\u5448\u6307\u6570\u589e\u957f": 89, "\u56e0\u6b64\u8ba1\u7b97\u5b83\u4eec\u7684\u590d\u6742\u5ea6\u4e5f\u4f1a\u589e\u52a0": 89, "\u8fd9\u5c31\u662f\u81ea\u52a8\u5fae\u5206\u53d1\u6325\u4f5c\u7528\u7684\u5730\u65b9": 89, "\u5b83\u8ddf\u8e2a\u6bcf\u4e00\u6b65\u8ba1\u7b97\u7684\u5386\u53f2": 89, "\u4f60\u5728pytorch\u6a21\u578b\u4e2d\u8ba1\u7b97\u7684\u6bcf\u4e2a\u5f20\u91cf\u90fd\u4fdd\u7559\u4e86\u5176\u8f93\u5165\u5f20\u91cf\u548c\u521b\u5efa\u5b83\u7684\u51fd\u6570\u7684\u5386\u53f2\u8bb0\u5f55": 89, "\u7ed3\u5408pytorch\u4e2d\u7528\u4e8e\u5bf9\u5f20\u91cf\u8fdb\u884c\u64cd\u4f5c\u7684\u6bcf\u4e2a\u51fd\u6570\u90fd\u5185\u7f6e\u4e86\u8ba1\u7b97\u81ea\u8eab\u5bfc\u6570\u7684\u5b9e\u73b0\u8fd9\u4e00\u4e8b\u5b9e": 89, "\u8fd9\u6781\u5927\u5730\u52a0\u5feb\u4e86\u5b66\u4e60\u6240\u9700\u7684\u5c40\u90e8\u5bfc\u6570\u7684\u8ba1\u7b97\u901f\u5ea6": 89, "\u8fd9\u662f\u5f88\u591a\u7406\u8bba": 89, "\u4f46\u5728\u5b9e\u8df5\u4e2d\u4f7f\u7528\u81ea\u52a8\u5fae\u5206\u662f\u4ec0\u4e48\u6837\u7684\u5462": 89, "\u8ba9\u6211\u4eec\u4ece\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\u5f00\u59cb": 89, "\u9996\u5148": [89, 90, 92, 95, 104, 216, 217, 231, 232, 235, 238, 245, 253], "\u6211\u4eec\u5c06\u5bfc\u5165\u4e00\u4e9b\u5185\u5bb9": 89, "\u4ee5\u4fbf\u53ef\u4ee5\u7ed8\u5236\u7ed3\u679c": 89, "ticker": [89, 127, 166], "\u63a5\u4e0b\u6765": [89, 92, 95, 104, 217, 220, 238, 253], "\u6211\u4eec\u5c06\u521b\u5efa\u4e00\u4e2a\u8f93\u5165\u5f20\u91cf": 89, "\u5176\u503c\u5747\u5300\u5206\u5e03\u5728\u533a\u95f4": 89, "2\u03c0": 89, "\u5e76\u6307\u5b9a": 89, "\u4e0e\u5927\u591a\u6570\u521b\u5efa\u5f20\u91cf\u7684\u51fd\u6570\u4e00\u6837": 89, "\u63a5\u53d7\u4e00\u4e2a\u53ef\u9009\u7684": 89, "\u9009\u9879": 89, "\u8bbe\u7f6e\u6b64\u6807\u5fd7\u610f\u5473\u7740\u5728\u968f\u540e\u7684\u6bcf\u4e2a\u8ba1\u7b97\u4e2d": 89, "\u90fd\u4f1a\u5728\u8be5\u8ba1\u7b97\u7684\u8f93\u51fa\u5f20\u91cf\u4e2d\u7d2f\u79ef\u8ba1\u7b97\u5386\u53f2": 89, "\u6211\u4eec\u5c06\u6267\u884c\u4e00\u4e2a\u8ba1\u7b97": 89, "\u5e76\u7ed8\u5236\u5176\u8f93\u51fa\u4e0e\u8f93\u5165\u7684\u5173\u7cfb\u56fe": 89, "\u8ba9\u6211\u4eec\u4ed4\u7ec6\u770b\u770b\u5f20\u91cf": 89, "\u5f53\u6211\u4eec\u6253\u5370\u5b83\u65f6": 89, "\u6211\u4eec\u770b\u5230\u4e00\u4e2a\u6307\u793a\u5b83\u6b63\u5728\u8ddf\u8e2a\u5176\u8ba1\u7b97\u5386\u53f2\u7684\u6307\u793a\u7b26": 89, "\u8fd9\u4e2a": [89, 92, 238], "\u7ed9\u4e86\u6211\u4eec\u4e00\u4e2a\u63d0\u793a": 89, "\u5f53\u6211\u4eec\u6267\u884c\u53cd\u5411\u4f20\u64ad\u6b65\u9aa4\u5e76\u8ba1\u7b97\u68af\u5ea6\u65f6": 89, "\u6211\u4eec\u9700\u8981\u8ba1\u7b97\u6240\u6709\u8fd9\u4e2a\u5f20\u91cf\u8f93\u5165\u7684": 89, "\u7684\u5bfc\u6570": 89, "\u8ba9\u6211\u4eec\u6267\u884c\u66f4\u591a\u8ba1\u7b97": 89, "\u6700\u540e": [89, 92, 96, 104, 214, 217, 241], "\u8ba9\u6211\u4eec\u8ba1\u7b97\u4e00\u4e2a\u5355\u5143\u7d20\u8f93\u51fa": 89, "\u5f53\u4f60\u5728\u4e0d\u5e26\u53c2\u6570\u7684\u60c5\u51b5\u4e0b\u5bf9\u4e00\u4e2a\u5f20\u91cf\u8c03\u7528": 89, "\u5b83\u671f\u671b\u8c03\u7528\u5f20\u91cf\u53ea\u5305\u542b\u4e00\u4e2a\u5143\u7d20": 89, "\u5c31\u50cf\u5728\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u65f6\u4e00\u6837": 89, "\u6bcf\u4e2a\u5b58\u50a8\u5728\u6211\u4eec\u5f20\u91cf\u4e2d\u7684": 89, "\u5141\u8bb8\u4f60\u4f7f\u7528\u5176": 89, "\u6cbf\u7740\u8ba1\u7b97\u8def\u5f84\u4e00\u76f4\u56de\u6eaf\u5230\u5176\u8f93\u5165": 89, "\u6211\u4eec\u53ef\u4ee5\u770b\u5230": 89, "\u4e0a\u6df1\u5165\u94bb\u7814\u8fd9\u4e2a\u5c5e\u6027\u4f1a\u663e\u793a\u6211\u4eec\u4e4b\u524d\u6240\u6709\u5f20\u91cf\u7684\u68af\u5ea6\u51fd\u6570": 89, "\u88ab\u62a5\u544a\u4e3a": 89, "\u8868\u793a\u8fd9\u662f\u4e00\u4e2a\u6ca1\u6709\u81ea\u8eab\u5386\u53f2\u7684\u51fd\u6570\u8f93\u5165": 89, "na": [89, 92], "\u6709\u4e86\u8fd9\u4e9b\u673a\u5236": 89, "\u6211\u4eec\u5982\u4f55\u83b7\u53d6\u5bfc\u6570\u5462": 89, "\u60a8\u5728\u8f93\u51fa\u4e0a\u8c03\u7528": 89, "\u5e76\u68c0\u67e5\u8f93\u5165\u7684": 89, "\u5c5e\u6027\u6765\u68c0\u67e5\u68af\u5ea6": 89, "\u56de\u987e\u4e00\u4e0b\u6211\u4eec\u4e3a\u4e86\u8fbe\u5230\u8fd9\u4e00\u6b65\u6240\u91c7\u53d6\u7684\u8ba1\u7b97\u6b65\u9aa4": 89, "\u6dfb\u52a0\u4e00\u4e2a\u5e38\u6570": 89, "\u5c31\u50cf\u6211\u4eec\u8ba1\u7b97": 89, "\u65f6\u6240\u505a\u7684\u90a3\u6837": 89, "\u4e0d\u4f1a\u6539\u53d8\u5bfc\u6570": 89, "\u5269\u4e0b\u7684\u5c31\u662f": 89, "\u5b83\u7684\u5bfc\u6570\u5e94\u8be5\u662f": 89, "\u4ece\u4e0a\u9762\u7684\u56fe\u4e2d\u53ef\u4ee5\u770b\u51fa": 89, "\u8fd9\u6b63\u662f\u6211\u4eec\u6240\u770b\u5230\u7684": 89, "\u8bf7\u6ce8\u610f": [89, 96, 104, 213, 215, 216, 217, 248, 250, 253], "\u53ea\u6709\u8ba1\u7b97\u56fe\u7684": 89, "\u53f6\u5b50\u8282\u70b9": 89, "\u624d\u4f1a\u8ba1\u7b97\u5b83\u4eec\u7684\u68af\u5ea6": 89, "\u5982\u679c\u4f60\u5c1d\u8bd5": 89, "\u4f60\u4f1a\u5f97\u5230": 89, "\u5728\u8fd9\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\u4e2d": 89, "\u53ea\u6709\u8f93\u5165\u662f\u53f6\u5b50\u8282\u70b9": 89, "\u6240\u4ee5\u53ea\u6709\u5b83\u6709\u8ba1\u7b97\u68af\u5ea6": 89, "\u6211\u4eec\u5df2\u7ecf\u7b80\u5355\u5730\u770b\u4e86\u4e00\u4e0b\u81ea\u52a8\u6c42\u5bfc\u662f\u5982\u4f55\u5de5\u4f5c\u7684": 89, "\u4f46\u662f\u5f53\u5b83\u5728\u5b9e\u9645\u5e94\u7528\u4e2d": 89, "\u770b\u8d77\u6765\u4f1a\u662f\u4ec0\u4e48\u6837\u5b50\u5462": 89, "\u8ba9\u6211\u4eec\u5b9a\u4e49\u4e00\u4e2a\u5c0f\u6a21\u578b\u5e76\u68c0\u67e5\u5b83\u5728\u5355\u4e2a\u8bad\u7ec3\u6279\u6b21\u540e\u662f\u5982\u4f55\u53d8\u5316\u7684": 89, "\u5b9a\u4e49\u4e00\u4e9b\u5e38\u91cf": 89, "\u6211\u4eec\u7684\u6a21\u578b": 89, "\u4ee5\u53ca\u4e00\u4e9b\u8f93\u5165\u548c\u8f93\u51fa": 89, "dim_in": 89, "dim_out": 89, "tinymodel": [89, 93], "layer2": [89, 150, 158, 161], "some_input": 89, "ideal_output": 89, "\u4f60\u53ef\u80fd\u4f1a\u6ce8\u610f\u5230": 89, "\u6211\u4eec\u4ece\u672a\u4e3a\u6a21\u578b\u7684\u5c42\u8bbe\u7f6e": 89, "\u7684\u5b50\u7c7b\u4e2d": 89, "\u5047\u5b9a\u6211\u4eec\u5e0c\u671b\u8ddf\u8e2a\u5c42\u6743\u91cd\u7684\u68af\u5ea6\u4ee5\u8fdb\u884c\u5b66\u4e60": 89, "\u5982\u679c\u6211\u4eec\u67e5\u770b\u6a21\u578b\u7684\u5c42": 89, "\u6211\u4eec\u53ef\u4ee5\u68c0\u67e5\u6743\u91cd\u7684\u503c": 89, "\u5e76\u9a8c\u8bc1\u5c1a\u672a\u8ba1\u7b97\u4efb\u4f55\u68af\u5ea6": 89, "\u53ea\u6253\u5370\u4e00\u5c0f\u90e8\u5206": 89, "\u8ba9\u6211\u4eec\u770b\u770b\u5f53\u6211\u4eec\u8fd0\u884c\u4e00\u4e2a\u8bad\u7ec3\u6279\u6b21\u65f6\u4f1a\u53d1\u751f\u4ec0\u4e48\u53d8\u5316": 89, "\u4f5c\u4e3a\u635f\u5931\u51fd\u6570": [89, 104], "\u4e4b\u95f4\u7684\u6b27\u51e0\u91cc\u5f97\u8ddd\u79bb\u7684\u5e73\u65b9": 89, "\u5e76\u4f7f\u7528\u57fa\u672c\u7684\u968f\u673a\u68af\u5ea6\u4e0b\u964d\u4f18\u5316\u5668": 89, "\u73b0\u5728": [89, 90, 94, 104, 215, 217, 237, 245, 246, 258], "\u8ba9\u6211\u4eec\u8c03\u7528": 89, "\u5e76\u770b\u770b\u4f1a\u53d1\u751f\u4ec0\u4e48": 89, "\u6bcf\u4e2a\u5b66\u4e60\u6743\u91cd\u7684\u68af\u5ea6\u90fd\u5df2\u7ecf\u8ba1\u7b97\u51fa\u6765\u4e86": 89, "\u4f46\u6743\u91cd\u4fdd\u6301\u4e0d\u53d8": 89, "\u56e0\u4e3a\u6211\u4eec\u8fd8\u6ca1\u6709\u8fd0\u884c\u4f18\u5316\u5668": 89, "\u4f18\u5316\u5668\u8d1f\u8d23\u6839\u636e\u8ba1\u7b97\u51fa\u7684\u68af\u5ea6\u66f4\u65b0\u6a21\u578b\u6743\u91cd": 89, "\u4f60\u5e94\u8be5\u770b\u5230": 89, "\u7684\u6743\u91cd\u5df2\u7ecf\u6539\u53d8": 89, "\u5173\u4e8e\u8fd9\u4e2a\u8fc7\u7a0b\u7684\u4e00\u4e2a\u91cd\u8981\u4e8b\u9879": 89, "\u5728\u8c03\u7528": [89, 129], "\u4e4b\u540e": [89, 104, 214, 245, 248], "\u4f60\u9700\u8981\u8c03\u7528": 89, "\u5426\u5219\u6bcf\u6b21\u4f60\u8fd0\u884c": 89, "\u5b66\u4e60\u6743\u91cd\u4e0a\u7684\u68af\u5ea6\u5c06\u4f1a\u7d2f\u79ef": 89, "set_to_non": [89, 231, 248], "\u5728\u8fd0\u884c\u4e0a\u9762\u7684\u5355\u5143\u683c\u540e": 89, "\u4f60\u5e94\u8be5\u4f1a\u770b\u5230\u5728\u591a\u6b21\u8fd0\u884c": 89, "\u5927\u591a\u6570\u68af\u5ea6\u7684\u5e45\u5ea6\u4f1a\u53d8\u5f97\u66f4\u5927": 89, "\u5982\u679c\u5728\u8fd0\u884c\u4e0b\u4e00\u4e2a\u8bad\u7ec3\u6279\u6b21\u4e4b\u524d": 89, "\u6ca1\u6709\u5c06\u68af\u5ea6\u6e05\u96f6": 89, "\u68af\u5ea6\u5c31\u4f1a\u4ee5\u8fd9\u79cd\u65b9\u5f0f\u81a8\u80c0": 89, "\u4ece\u800c\u5bfc\u81f4\u4e0d\u6b63\u786e\u548c": 89, "\u4e0d\u53ef\u9884\u6d4b\u7684\u5b66\u4e60\u7ed3\u679c": 89, "\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b": [89, 241, 251], "\u4f60\u9700\u8981\u5bf9\u662f\u5426\u542f\u7528\u81ea\u52a8\u6c42\u5bfc\u8fdb\u884c\u7ec6\u7c92\u5ea6\u63a7\u5236": 89, "\u6709\u591a\u79cd\u65b9\u6cd5\u53ef\u4ee5\u505a\u5230\u8fd9\u4e00\u70b9": 89, "\u5177\u4f53\u53d6\u51b3\u4e8e\u60c5\u51b5": 89, "\u6700\u7b80\u5355\u7684\u65b9\u6cd5\u662f\u76f4\u63a5\u66f4\u6539\u5f20\u91cf\u4e0a\u7684": 89, "\u6807\u5fd7": 89, "b1": 89, "b2": 89, "\u5728\u4e0a\u9762\u7684\u5355\u5143\u683c\u4e2d": [89, 95], "\u6709\u4e00\u4e2a": [89, 93, 214], "\u4e00\u4e2a": [89, 92, 234, 245, 250], "\u8ba1\u7b97\u5386\u53f2\u7684\u8ddf\u8e2a\u8bb0\u5f55": 89, "\u8fd9\u662f\u6211\u4eec\u6240\u671f\u671b\u7684": 89, "\u56e0\u4e3a\u5b83\u662f\u4ece\u4e00\u4e2a\u542f\u7528\u4e86": 89, "\u7684\u5f20\u91cf": [89, 92, 95, 111, 214], "\u6d3e\u751f\u51fa\u6765\u7684": 89, "\u5f53\u6211\u4eec\u4f7f\u7528": [89, 238], "\u663e\u5f0f\u5730\u5173\u95ed": 89, "\u8ba1\u7b97\u5386\u53f2\u5c31\u4e0d\u518d\u88ab\u8ddf\u8e2a\u4e86": 89, "\u6b63\u5982\u6211\u4eec\u5728\u8ba1\u7b97": 89, "\u6240\u770b\u5230\u7684\u90a3\u6837": 89, "\u5982\u679c\u4f60\u53ea\u9700\u8981\u4e34\u65f6\u5173\u95ed": 89, "\u4e00\u4e2a\u66f4\u597d\u7684\u65b9\u6cd5\u662f\u4f7f\u7528": 89, "c2": 89, "\u4e5f\u53ef\u4ee5\u7528\u4f5c\u51fd\u6570\u6216\u65b9\u6cd5\u88c5\u9970\u5668": 89, "add_tensors1": 89, "add_tensors2": 89, "\u6709\u4e00\u4e2a\u5bf9\u5e94\u7684\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668": 89, "enable_grad": 89, "\u7528\u4e8e\u5728\u5c1a\u672a\u542f\u7528\u65f6": 89, "\u6253\u5f00": [89, 95, 121], "\u5b83\u4e5f\u53ef\u4ee5\u7528\u4f5c\u88c5\u9970\u5668": 89, "\u4f60\u53ef\u80fd\u6709\u4e00\u4e2a\u9700\u8981\u68af\u5ea6\u8ddf\u8e2a\u7684\u5f20\u91cf": 89, "\u4f46\u4f60\u60f3\u8981\u4e00\u4e2a\u4e0d\u9700\u8981\u7684\u526f\u672c": 89, "\u4e3a\u6b64": [89, 90, 94, 95, 104, 214, 245, 259], "\u6211\u4eec\u6709\u5f20\u91cf\u5bf9\u8c61\u7684": 89, "\u5b83\u521b\u5efa\u4e00\u4e2a\u4e0e\u8ba1\u7b97\u5386\u53f2": 89, "\u5206\u79bb": 89, "\u7684\u5f20\u91cf\u526f\u672c": 89, "\u6211\u4eec\u4e4b\u524d\u8fd9\u6837\u505a\u662f\u56e0\u4e3a\u6211\u4eec\u60f3\u8981\u7ed8\u5236\u4e00\u4e9b\u5f20\u91cf\u7684\u56fe\u50cf": 89, "\u8fd9\u662f\u56e0\u4e3a": [89, 90, 232], "\u671f\u671b\u8f93\u5165\u662f\u4e00\u4e2a": 89, "\u6570\u7ec4": [89, 104, 230], "\u800c\u4ece\u5177\u6709": 89, "\u6570\u7ec4\u7684\u9690\u5f0f\u8f6c\u6362\u662f\u4e0d\u5141\u8bb8\u7684": 89, "\u5236\u4f5c\u4e00\u4e2a\u5206\u79bb\u7684\u526f\u672c\u8ba9\u6211\u4eec\u53ef\u4ee5\u7ee7\u7eed\u524d\u8fdb": 89, "\u5728\u672c\u7ec3\u4e60\u4e2d\u5230\u76ee\u524d\u4e3a\u6b62\u7684\u6bcf\u4e2a\u793a\u4f8b\u4e2d": 89, "\u6211\u4eec\u90fd\u4f7f\u7528\u4e86\u53d8\u91cf\u6765\u6355\u83b7\u8ba1\u7b97\u7684\u4e2d\u95f4\u503c": 89, "\u9700\u8981\u8fd9\u4e9b\u4e2d\u95f4\u503c\u6765\u6267\u884c\u68af\u5ea6\u8ba1\u7b97": 89, "\u5728\u4f7f\u7528": [89, 248], "\u4f60\u5fc5\u987b": 89, "\u5c0f\u5fc3\u4f7f\u7528\u539f\u4f4d\u64cd\u4f5c": 89, "\u8fd9\u6837\u505a\u53ef\u80fd\u4f1a\u7834\u574f\u8ba1\u7b97\u5bfc\u6570\u6240\u9700\u7684\u4fe1\u606f": 89, "\u8c03\u7528\u65f6\u9700\u8981\u8fd9\u4e9b\u4fe1\u606f": 89, "\u5982\u679c\u4f60\u5c1d\u8bd5\u5bf9\u9700\u8981": 89, "\u7684\u53f6\u53d8\u91cf\u8fdb\u884c\u539f\u4f4d\u64cd\u4f5c": 89, "\u751a\u81f3\u4f1a\u963b\u6b62\u4f60": 89, "\u5982\u4e0b\u6240\u793a": [89, 104, 215, 222, 245, 259], "\u4f1a\u8be6\u7ec6\u8ddf\u8e2a\u4f60\u7684\u6bcf\u4e00\u6b65\u8ba1\u7b97": 89, "\u8fd9\u79cd\u8ba1\u7b97\u5386\u53f2": 89, "\u7ed3\u5408\u65f6\u95f4\u4fe1\u606f": 89, "\u5c06\u6784\u6210\u4e00\u4e2a\u65b9\u4fbf\u7684\u5206\u6790\u5668": 89, "\u5c31\u5185\u7f6e\u4e86\u8fd9\u4e2a\u529f\u80fd": 89, "\u8fd9\u91cc\u6709\u4e00\u4e2a\u5feb\u901f\u4f7f\u7528\u793a\u4f8b": 89, "run_on_gpu": 89, "prf": 89, "key_averag": [89, 109, 145, 165, 220, 239], "sort_bi": [89, 109, 145, 165, 220, 239], "self_cpu_time_tot": [89, 109, 119, 145, 220, 239], "\u5206\u6790\u5668\u53ef\u4ee5\u6807\u8bb0\u4ee3\u7801\u7684\u5355\u4e2a\u5b50\u5757": 89, "\u6309\u8f93\u5165\u5f20\u91cf\u5f62\u72b6\u5206\u89e3\u6570\u636e": 89, "\u5e76\u5c06\u6570\u636e\u5bfc\u51fa\u4e3a": 89, "\u8ddf\u8e2a\u5de5\u5177\u6587\u4ef6": 89, "\u6709\u5173": [89, 231, 257], "\u7684\u5b8c\u6574\u8be6\u7ec6\u4fe1\u606f": 89, "\u5982\u679c\u4f60\u6709\u4e00\u4e2a\u5177\u6709": 89, "\u7ef4\u8f93\u5165\u548c": 89, "\u7ef4\u8f93\u51fa\u7684\u51fd\u6570": 89, "\u5b8c\u6574\u7684\u68af\u5ea6\u662f\u6bcf\u4e2a\u8f93\u51fa\u76f8\u5bf9\u4e8e\u6bcf\u4e2a\u8f93\u5165\u7684": 89, "\u5bfc\u6570\u7684\u77e9\u9635": 89, "\u5982\u679c\u4f60\u6709\u7b2c\u4e8c\u4e2a\u51fd\u6570": 89, "\u5b83": [89, 95, 96], "\u63a5\u53d7": [89, 248], "\u7ef4\u8f93\u5165": 89, "\u4e5f\u5c31\u662f\u4e0e\u4e0a\u9762\u7684\u8f93\u51fa\u5177\u6709\u76f8\u540c\u7684\u7ef4\u5ea6": 89, "\u5e76\u8fd4\u56de\u4e00\u4e2a": 89, "\u6807\u91cf\u8f93\u51fa": 89, "\u4f60\u53ef\u4ee5\u7528\u4e00\u4e2a\u5217\u5411\u91cf\u6765\u8868\u793a\u5b83\u76f8\u5bf9\u4e8e": 89, "\u7684\u68af\u5ea6": [89, 129], "\u8fd9\u5b9e\u9645\u4e0a\u53ea\u662f\u4e00\u4e2a\u4e00\u5217\u7684": 89, "\u66f4\u5177\u4f53\u5730\u8bf4": [89, 245], "\u60f3\u8c61\u7b2c\u4e00\u4e2a\u51fd\u6570\u662f\u4f60\u7684": 89, "\u6a21\u578b": [89, 93, 121, 140, 214, 231, 234, 235, 241, 252], "\u53ef\u80fd\u6709\u8bb8\u591a\u8f93\u5165\u548c\u8bb8\u591a\u8f93\u51fa": 89, "\u7b2c\u4e8c\u4e2a\u51fd\u6570\u662f\u4e00\u4e2a\u635f\u5931\u51fd\u6570": 89, "\u4ee5\u6a21\u578b\u7684\u8f93\u51fa\u4f5c\u4e3a\u8f93\u5165": 89, "\u635f\u5931\u503c\u4f5c\u4e3a\u6807\u91cf\u8f93\u51fa": 89, "\u5982\u679c\u6211\u4eec\u5c06\u7b2c\u4e00\u4e2a\u51fd\u6570\u7684": 89, "\u4e0e\u7b2c\u4e8c\u4e2a\u51fd\u6570\u7684\u68af\u5ea6\u76f8\u4e58": 89, "\u5e76\u5e94\u7528\u94fe\u5f0f\u6cd5\u5219": 89, "\u6211\u4eec\u5f97\u5230": 89, "\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528\u7b49\u4ef7\u7684\u64cd\u4f5c": 89, "\u5e76\u5f97\u5230\u4e00\u4e2a\u884c\u5411\u91cf": 89, "\u6240\u5f97\u5230\u7684\u5217\u5411\u91cf\u5c31\u662f": 89, "\u7b2c\u4e8c\u4e2a\u51fd\u6570\u76f8\u5bf9\u4e8e\u7b2c\u4e00\u4e2a\u51fd\u6570\u7684\u8f93\u5165\u7684\u68af\u5ea6": 89, "\u6216\u8005\u5728\u6211\u4eec\u7684": 89, "\u6a21\u578b\u548c\u635f\u5931\u51fd\u6570\u7684\u60c5\u51b5\u4e0b": 89, "\u5c31\u662f\u635f\u5931\u76f8\u5bf9\u4e8e\u6a21\u578b\u8f93\u5165\u7684\u68af\u5ea6": 89, "\u662f\u4e00\u4e2a\u7528\u4e8e\u8ba1\u7b97\u8fd9\u4e9b\u4e58\u79ef\u7684\u5f15\u64ce": 89, "\u8fd9\u5c31\u662f\u6211\u4eec\u5728": 89, "\u53cd\u5411\u4f20\u64ad\u8fc7\u7a0b\u4e2d\u5982\u4f55\u7d2f\u79ef\u5b66\u4e60\u6743\u91cd\u7684\u68af\u5ea6": 89, "\u8c03\u7528\u4e5f\u53ef\u4ee5": 89, "\u63a5\u53d7\u4e00\u4e2a\u53ef\u9009\u7684\u5411\u91cf\u8f93\u5165": 89, "\u8be5\u5411\u91cf\u8868\u793a": 89, "\u5f20\u91cf\u4e0a\u7684\u4e00\u7ec4\u68af\u5ea6": 89, "\u8fd9\u4e9b\u68af\u5ea6\u5c06\u4e58\u4ee5\u524d\u9762\u7684": 89, "\u8ddf\u8e2a\u5f20\u91cf\u7684": 89, "\u8ba9\u6211\u4eec\u7528\u4e00\u4e2a\u5c0f\u5411\u91cf\u5c1d\u8bd5\u4e00\u4e2a\u5177\u4f53\u7684\u4f8b\u5b50": 89, "\u5982\u679c\u6211\u4eec\u5c1d\u8bd5\u73b0\u5728\u8c03\u7528": 89, "\u6211\u4eec\u4f1a\u5f97\u5230\u4e00\u4e2a\u8fd0\u884c\u65f6\u9519\u8bef\u548c\u4e00\u6761": 89, "\u6d88\u606f": 89, "\u8bf4\u660e\u53ea\u80fd": 89, "\u9690\u5f0f\u5730": 89, "\u4e3a\u6807\u91cf\u8f93\u51fa\u8ba1\u7b97\u68af\u5ea6": 89, "\u5bf9\u4e8e\u591a\u7ef4\u8f93\u51fa": 89, "\u671f\u671b\u6211\u4eec": 89, "\u63d0\u4f9b\u8fd9\u4e09\u4e2a\u8f93\u51fa\u7684\u68af\u5ea6": 89, "\u5b83\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u68af\u5ea6\u4e58\u4ee5jacobian\u77e9\u9635": 89, "\u4ee3\u66ff\u68af\u5ea6": 89, "\u8f93\u51fa\u68af\u5ea6\u90fd\u4e0e2\u7684\u5e42\u6709\u5173": 89, "\u8fd9\u6b63\u662f\u6211\u4eec\u4ece\u91cd\u590d\u7684\u53cc\u500d\u64cd\u4f5c\u4e2d\u6240\u671f\u671b\u7684": 89, "\u53ef\u4ee5\u76f4\u63a5\u8bbf\u95ee\u91cd\u8981\u7684\u5dee\u5206\u77e9\u9635\u548c\u5411\u91cf\u8fd0\u7b97": 89, "\u7279\u522b\u662f": 89, "\u5b83\u5141\u8bb8\u4f60\u8ba1\u7b97\u7279\u5b9a\u51fd\u6570\u5728\u7279\u5b9a\u8f93\u5165\u4e0b\u7684jacobian\u77e9\u9635\u548c": 89, "hessian\u77e9\u9635": 89, "\u7c7b\u4f3c\u4e8ejacobian\u77e9\u9635": 89, "\u4f46\u8868\u793a\u6240\u6709\u504f\u5bfc\u6570\u7684": 89, "\u7b2c\u4e8c\u9636": 89, "\u5bfc\u6570": 89, "\u5b83\u8fd8\u63d0\u4f9b\u4e86\u4e0e\u8fd9\u4e9b\u77e9\u9635": 89, "\u8fdb\u884c\u5411\u91cf\u4e58\u79ef\u7684\u65b9\u6cd5": 89, "\u8ba9\u6211\u4eec\u8ba1\u7b97\u4e00\u4e2a\u7b80\u5355\u51fd\u6570\u7684jacobian\u77e9\u9635": 89, "\u5bf9\u4e8e\u4e24\u4e2a\u5355\u5143\u7d20\u8f93\u5165\u8fdb\u884c\u8bc4\u4f30": 89, "exp_add": 89, "\u5982\u679c\u4f60\u4ed4\u7ec6\u89c2\u5bdf": 89, "\u7b2c\u4e00\u4e2a\u8f93\u51fa\u5e94\u8be5\u7b49\u4e8e": 89, "\u56e0\u4e3a": [89, 104, 215, 217, 231, 247], "\u5bfc\u6570\u662f": 89, "\u7b2c\u4e8c\u4e2a\u503c\u5e94\u8be5\u662f3": 89, "\u4f60\u5f53\u7136\u4e5f\u53ef\u4ee5\u5bf9\u66f4\u9ad8\u9636\u7684\u5f20\u91cf\u8fd9\u6837\u505a": 89, "hessian": [89, 121, 206], "\u65b9\u6cd5\u7684\u5de5\u4f5c\u65b9\u5f0f\u5b8c\u5168\u76f8\u540c": 89, "\u5047\u8bbe\u4f60\u7684": 89, "\u51fd\u6570\u662f\u4e24\u6b21\u53ef\u5fae\u7684": 89, "\u4f46\u8fd4\u56de\u6240\u6709\u4e8c\u9636\u5bfc\u6570\u7684\u77e9\u9635": 89, "\u5982\u679c\u4f60\u63d0\u4f9b\u4e86\u5411\u91cf": 89, "\u8fd8\u6709\u4e00\u4e2a\u76f4\u63a5\u8ba1\u7b97\u5411\u91cf": 89, "\u96c5\u53ef\u6bd4\u4e58\u79ef\u7684\u51fd\u6570": 89, "do_some_doubl": 89, "my_gradi": 89, "vjp": [89, 146, 151, 206], "jvp": [89, 142, 146, 151], "\u65b9\u6cd5\u6267\u884c\u4e0e": 89, "\u76f8\u540c\u7684\u77e9\u9635\u4e58\u6cd5": 89, "\u4f46\u64cd\u4f5c\u6570\u987a\u5e8f\u76f8\u53cd": 89, "vhp": [89, 121], "hvp": [89, 121], "\u65b9\u6cd5\u5bf9\u4e8e\u5411\u91cf": 89, "\u6d77\u68ee\u77e9\u9635\u4e58\u79ef\u4e5f\u662f\u5982\u6b64": 89, "\u6709\u5173\u66f4\u591a\u4fe1\u606f": [89, 94, 95, 248, 251], "\u529f\u80fd": [89, 129, 256], "\u4e2d\u7684\u6027\u80fd\u8bf4\u660e": 89, "autogradyt_tutori": [89, 91], "\u4e0b\u8f7d\u7b14\u8bb0\u672c\u548c\u76f8\u5e94\u6587\u4ef6": 90, "\u62c9\u4e01\u8bed\u4e2d\u7684": 90, "\u7406\u89e3": 90, "\u662f\u4e00\u4e2a\u5f00\u6e90\u7684": 90, "\u53ef\u6269\u5c55\u7684\u6a21\u578b\u53ef\u89e3\u91ca\u6027\u5e93": 90, "\u5efa\u7acb\u5728pytorch\u4e4b\u4e0a": 90, "\u968f\u7740\u6a21\u578b\u590d\u6742\u6027\u7684\u589e\u52a0\u548c\u7531\u6b64\u5e26\u6765\u7684\u900f\u660e\u5ea6\u7684\u7f3a\u4e4f": 90, "\u6a21\u578b\u53ef\u89e3\u91ca\u6027\u65b9\u6cd5\u53d8\u5f97\u8d8a\u6765\u8d8a\u91cd\u8981": 90, "\u6a21\u578b\u7406\u89e3\u662f\u4e00\u4e2a\u6d3b\u8dc3\u7684\u7814\u7a76\u9886\u57df": 90, "\u4e5f\u662f\u8de8\u884c\u4e1a\u4f7f\u7528\u673a\u5668\u5b66\u4e60\u7684\u5b9e\u9645\u5e94\u7528\u7684\u4e00\u4e2a\u5173\u6ce8\u9886\u57df": 90, "captum\u63d0\u4f9b\u4e86\u6700\u5148\u8fdb\u7684\u7b97\u6cd5": 90, "\u5305\u62ec\u96c6\u6210\u68af\u5ea6": 90, "\u4e3a\u7814\u7a76\u4eba\u5458\u548c\u5f00\u53d1\u4eba\u5458\u63d0\u4f9b\u4e86\u4e00\u79cd\u7b80\u5355\u7684\u65b9\u5f0f\u6765\u7406\u89e3\u54ea\u4e9b\u7279\u5f81\u5bf9\u6a21\u578b\u7684\u8f93\u51fa\u505a\u51fa\u4e86\u8d21\u732e": 90, "\u5b8c\u6574\u7684\u6587\u6863": 90, "api\u53c2\u8003\u548c\u4e00\u5957\u5173\u4e8e\u7279\u5b9a\u4e3b\u9898\u7684\u6559\u7a0b\u53ef\u5728": 90, "\u7f51\u7ad9\u4e0a\u627e\u5230": 90, "captum\u5bf9\u6a21\u578b\u53ef\u89e3\u91ca\u6027\u7684\u65b9\u6cd5\u662f\u57fa\u4e8e": 90, "\u5f52\u56e0": 90, "captum\u4e2d\u6709\u4e09\u79cd\u7c7b\u578b\u7684\u5f52\u56e0": 90, "\u7279\u5f81\u5f52\u56e0": 90, "\u8bd5\u56fe\u89e3\u91ca\u7279\u5b9a\u8f93\u51fa\u662f\u7531\u751f\u6210\u5b83\u7684\u8f93\u5165\u7684\u54ea\u4e9b\u7279\u5f81\u4ea7\u751f\u7684": 90, "\u7528\u67d0\u4e9b\u8bcd\u6765\u89e3\u91ca\u4e00\u7bc7\u7535\u5f71\u8bc4\u8bba\u662f\u6b63\u9762\u8fd8\u662f\u8d1f\u9762\u7684": 90, "\u5c31\u662f\u7279\u5f81\u5f52\u56e0\u7684\u4e00\u4e2a\u4f8b\u5b50": 90, "\u5c42\u5f52\u56e0": 90, "\u68c0\u67e5\u6a21\u578b\u7684\u9690\u85cf\u5c42\u5728\u7279\u5b9a\u8f93\u5165\u4e0b\u7684\u6d3b\u52a8": 90, "\u68c0\u67e5\u5377\u79ef\u5c42\u5bf9\u8f93\u5165\u56fe\u50cf\u7684\u7a7a\u95f4\u6620\u5c04\u8f93\u51fa\u5c31\u662f\u5c42\u5f52\u56e0\u7684\u4e00\u4e2a\u4f8b\u5b50": 90, "\u795e\u7ecf\u5143\u5f52\u56e0": 90, "\u7c7b\u4f3c\u4e8e\u5c42\u5f52\u56e0": 90, "\u4f46\u5173\u6ce8\u5355\u4e2a\u795e\u7ecf\u5143\u7684\u6d3b\u52a8": 90, "\u5728\u8fd9\u4e2a\u4ea4\u4e92\u5f0f\u7b14\u8bb0\u672c\u4e2d": 90, "\u6211\u4eec\u5c06\u770b\u770b\u7279\u5f81\u5f52\u56e0\u548c\u5c42\u5f52\u56e0": 90, "\u6bcf\u79cd\u5f52\u56e0\u7c7b\u578b\u90fd\u6709\u591a\u79cd": 90, "\u5f52\u56e0\u7b97\u6cd5": 90, "\u4e0e\u4e4b\u76f8\u5173\u8054": 90, "\u8bb8\u591a\u5f52\u56e0\u7b97\u6cd5\u53ef\u5206\u4e3a\u4e24\u5927\u7c7b": 90, "\u57fa\u4e8e\u68af\u5ea6\u7684\u7b97\u6cd5": 90, "\u8ba1\u7b97\u6a21\u578b\u8f93\u51fa": 90, "\u5c42\u8f93\u51fa\u6216\u795e\u7ecf\u5143\u6fc0\u6d3b\u76f8\u5bf9\u4e8e\u8f93\u5165\u7684\u53cd\u5411\u68af\u5ea6": 90, "\u96c6\u6210\u68af\u5ea6": 90, "\u7528\u4e8e\u7279\u5f81": 90, "\u5c42\u68af\u5ea6": 90, "\u6fc0\u6d3b": [90, 227], "\u795e\u7ecf\u5143\u4f20\u5bfc": 90, "\u90fd\u662f\u57fa\u4e8e\u68af\u5ea6\u7684\u7b97\u6cd5": 90, "\u57fa\u4e8e\u6270\u52a8\u7684\u7b97\u6cd5": 90, "\u68c0\u67e5\u6a21\u578b": 90, "\u5c42\u6216\u795e\u7ecf\u5143\u7684\u8f93\u51fa\u5728\u8f93\u5165\u53d1\u751f\u53d8\u5316\u65f6\u7684\u53d8\u5316\u60c5\u51b5": 90, "\u8f93\u5165\u6270\u52a8\u53ef\u80fd\u662f\u6709\u9488\u5bf9\u6027\u7684\u6216\u968f\u673a\u7684": 90, "\u906e\u6321": 90, "\u7279\u5f81\u6d88\u878d": 90, "\u7279\u5f81\u7f6e\u6362": 90, "\u90fd\u662f\u57fa\u4e8e\u6270\u52a8\u7684\u7b97\u6cd5": 90, "\u6211\u4eec\u5c06\u5728\u4e0b\u9762\u68c0\u67e5\u8fd9\u4e24\u79cd\u7c7b\u578b\u7684\u7b97\u6cd5": 90, "\u7279\u522b\u662f\u5bf9\u4e8e\u5927\u578b\u6a21\u578b": 90, "\u4ee5\u4e0e\u88ab\u68c0\u67e5\u7684\u8f93\u5165\u7279\u5f81\u76f4\u63a5\u76f8\u5173\u7684\u65b9\u5f0f\u53ef\u89c6\u5316\u5f52\u56e0\u6570\u636e\u662f\u5f88\u6709\u4ef7\u503c\u7684": 90, "\u867d\u7136\u5f53\u7136\u53ef\u4ee5\u4f7f\u7528matplotlib": 90, "plotly\u6216\u7c7b\u4f3c\u5de5\u5177\u521b\u5efa\u81ea\u5df1\u7684\u53ef\u89c6\u5316": 90, "\u4f46captum\u63d0\u4f9b\u4e86\u4e13\u95e8\u7528\u4e8e\u5176\u5f52\u56e0\u7684\u589e\u5f3a\u5de5\u5177": 90, "attr": [90, 148, 156, 208, 230], "\u4e0b\u9762\u5bfc\u5165\u4e3a": 90, "\u63d0\u4f9b\u4e86\u6709\u52a9\u4e8e\u53ef\u89c6\u5316\u4e0e\u56fe\u50cf\u76f8\u5173\u7684\u5f52\u56e0\u7684\u51fd\u6570": 90, "\u662f\u5efa\u7acb\u5728captum\u4e4b\u4e0a\u7684\u4e00\u4e2a\u6613\u4e8e\u4f7f\u7528\u7684\u53ef\u89e3\u91ca\u6027\u53ef\u89c6\u5316\u5c0f\u90e8\u4ef6": 90, "\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5e26\u6709\u73b0\u6210\u53ef\u89c6\u5316\u5de5\u5177\u7684\u5c0f\u90e8\u4ef6": 90, "\u7528\u4e8e\u56fe\u50cf": 90, "\u6587\u672c\u548c\u4efb\u610f\u6a21\u578b\u7c7b\u578b": 90, "\u8fd9\u4e24\u79cd\u53ef\u89c6\u5316\u5de5\u5177\u96c6\u90fd\u5c06\u5728\u672c\u7b14\u8bb0\u672c\u4e2d\u8fdb\u884c\u6f14\u793a": 90, "\u524d\u51e0\u4e2a\u793a\u4f8b\u5c06\u96c6\u4e2d\u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u7528\u4f8b\u4e0a": 90, "\u4f46\u6700\u540e\u7684captum": 90, "insights\u90e8\u5206\u5c06\u6f14\u793a\u89c6\u89c9\u95ee\u7b54\u6a21\u578b\u4e2d\u7684\u5f52\u56e0\u53ef\u89c6\u5316": 90, "\u5728\u5f00\u59cb\u4e4b\u524d": [90, 232, 234, 237, 242, 243, 244, 249, 250, 251, 253], "\u4f60\u9700\u8981\u6709\u4e00\u4e2apython\u73af\u5883": 90, "6\u6216\u66f4\u9ad8\u7248\u672c": 90, "\u5bf9\u4e8ecaptum": 90, "insights\u793a\u4f8b": 90, "\u9700\u8981flask": 90, "1\u6216\u66f4\u9ad8\u7248\u672c\u548cflask": 90, "\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c": 90, "2\u6216\u66f4\u9ad8\u7248\u672c": 90, "4\u7248\u672c": 90, "\u56e0\u4e3acaptum\u76ee\u524d\u4f7f\u7528\u4e86\u4e00\u4e2a\u5728\u66f4\u9ad8\u7248\u672c\u4e2d\u53c2\u6570\u5df2\u88ab\u91cd\u547d\u540d\u7684matplotlib\u51fd\u6570": 90, "\u8981\u5728anaconda\u6216pip\u865a\u62df\u73af\u5883\u4e2d\u5b89\u88c5captum": 90, "\u8bf7\u4f7f\u7528\u4e0b\u9762\u9002\u7528\u4e8e\u60a8\u73af\u5883\u7684\u547d\u4ee4": 90, "flask": [90, 113, 121, 140, 252], "\u5728\u60a8\u8bbe\u7f6e\u7684\u73af\u5883\u4e2d\u91cd\u65b0\u542f\u52a8\u6b64\u7b14\u8bb0\u672c": 90, "\u60a8\u5c31\u53ef\u4ee5\u5f00\u59cb\u4e86": 90, "\u8ba9\u6211\u4eec\u770b\u4e00\u4e2a\u7b80\u5355\u7684\u89c6\u89c9\u793a\u4f8b": 90, "\u6211\u4eec\u5c06\u4ece\u4e00\u4e2a\u5728imagenet\u6570\u636e\u96c6\u4e0a\u9884\u8bad\u7ec3\u7684resnet\u6a21\u578b\u5f00\u59cb": 90, "\u6211\u4eec\u5c06\u83b7\u53d6\u4e00\u4e2a\u6d4b\u8bd5\u8f93\u5165": 90, "\u5e76\u4f7f\u7528\u4e0d\u540c\u7684": 90, "\u7b97\u6cd5\u6765\u68c0\u67e5\u8f93\u5165\u56fe\u50cf\u5982\u4f55\u5f71\u54cd\u8f93\u51fa": 90, "\u5e76\u67e5\u770b\u4e00\u4e9b\u6d4b\u8bd5\u56fe\u50cf\u7684\u8f93\u5165\u5f52\u56e0\u6620\u5c04\u7684\u6709\u7528\u53ef\u89c6\u5316": 90, "\u5bfc\u5165\u4e00\u4e9b\u5305": 90, "integratedgradi": 90, "occlus": [90, 230], "layergradcam": 90, "layerattribut": 90, "linearsegmentedcolormap": 90, "\u73b0\u5728\u6211\u4eec\u5c06\u4f7f\u7528torchvision\u6a21\u578b\u5e93\u4e0b\u8f7d\u4e00\u4e2a\u9884\u8bad\u7ec3\u7684resnet": 90, "\u7531\u4e8e\u6211\u4eec\u4e0d\u8fdb\u884c\u8bad\u7ec3": 90, "\u6211\u4eec\u5c06\u6682\u65f6\u5c06\u5176\u7f6e\u4e8e\u8bc4\u4f30\u6a21\u5f0f": 90, "\u4f60\u4ece\u4e2d\u83b7\u53d6\u8fd9\u4e2a\u4ea4\u4e92\u5f0f\u7b14\u8bb0\u672c\u7684\u5730\u65b9\u5e94\u8be5\u4e5f\u6709\u4e00\u4e2a": 90, "\u6587\u4ef6\u5939": 90, "\u5176\u4e2d\u5305\u542b\u4e00\u4e2a": 90, "test_img": 90, "test_img_data": 90, "\u6211\u4eec\u7684resnet\u6a21\u578b\u662f\u5728imagenet\u6570\u636e\u96c6\u4e0a\u8bad\u7ec3\u7684": 90, "\u5b83\u671f\u671b\u56fe\u50cf\u5177\u6709\u4e00\u5b9a\u7684\u5927\u5c0f": 90, "\u5e76\u4e14\u901a\u9053\u6570\u636e\u88ab\u5f52\u4e00\u5316\u5230\u7279\u5b9a\u7684\u503c\u8303\u56f4": 90, "\u6211\u4eec\u8fd8\u5c06\u83b7\u53d6\u6a21\u578b\u8bc6\u522b\u7684\u7c7b\u522b\u7684\u4eba\u7c7b\u53ef\u8bfb\u6807\u7b7e\u5217\u8868": 90, "\u5b83\u5e94\u8be5\u4e5f\u5728": 90, "\u6587\u4ef6\u5939\u4e2d": 90, "\u6a21\u578b\u671f\u671b224x224": 90, "3\u8272\u5f69\u56fe\u50cf": 90, "\u6807\u51c6imagenet\u5f52\u4e00\u5316": 90, "transform_norm": 90, "transformed_img": 90, "\u6a21\u578b\u9700\u8981\u4e00\u4e2a\u865a\u62df\u7684\u6279\u6b21\u7ef4\u5ea6": 90, "labels_path": 90, "imagenet_class_index": [90, 140], "json_data": 90, "idx_to_label": 90, "\u6211\u4eec\u53ef\u4ee5\u95ee": 90, "\u8fd9\u4e2a\u6a21\u578b\u8ba4\u4e3a\u8fd9\u5f20\u56fe\u50cf\u4ee3\u8868\u4ec0\u4e48": 90, "prediction_scor": 90, "pred_label_idx": 90, "squeeze_": [90, 95], "predicted_label": [90, 115], "\u9884\u6d4b": 90, "\u6211\u4eec\u5df2\u7ecf\u786e\u8ba4resnet\u8ba4\u4e3a\u6211\u4eec\u7684\u732b\u7684\u56fe\u50cf\u786e\u5b9e\u662f\u4e00\u53ea\u732b": 90, "\u4f46\u662f": [90, 93, 95, 208, 215, 220, 232, 235, 238, 256], "\u4e3a\u4ec0\u4e48": 90, "\u6a21\u578b\u8ba4\u4e3a\u8fd9\u662f\u4e00\u5f20\u732b\u7684\u56fe\u50cf\u5462": 90, "\u8981\u56de\u7b54\u8fd9\u4e2a\u95ee\u9898": 90, "\u6211\u4eec\u5c31\u8981\u6c42\u52a9\u4e8ecaptum": 90, "\u8bd5\u56fe\u7528\u751f\u6210\u7279\u5b9a\u8f93\u51fa\u7684\u8f93\u5165\u7684\u7279\u5f81\u6765\u89e3\u91ca\u8be5\u8f93\u51fa": 90, "\u5b83\u4f7f\u7528\u7279\u5b9a\u7684\u8f93\u5165": 90, "\u5728\u8fd9\u91cc\u662f\u6211\u4eec\u7684\u6d4b\u8bd5\u56fe\u50cf": 90, "\u6765\u751f\u6210\u4e00\u4e2a\u8f93\u5165\u7279\u5f81\u5bf9\u7279\u5b9a\u8f93\u51fa\u7279\u5f81\u7684\u76f8\u5bf9\u91cd\u8981\u6027\u7684\u6620\u5c04": 90, "\u662fcaptum\u4e2d\u53ef\u7528\u7684\u7279\u5f81\u5f52\u56e0\u7b97\u6cd5\u4e4b\u4e00": 90, "\u96c6\u6210\u68af\u5ea6\u901a\u8fc7\u8fd1\u4f3c\u6a21\u578b\u8f93\u51fa\u76f8\u5bf9\u4e8e\u8f93\u5165\u7684\u68af\u5ea6\u7684\u79ef\u5206": 90, "\u4e3a\u6bcf\u4e2a\u8f93\u5165\u7279\u5f81\u5206\u914d\u4e00\u4e2a\u91cd\u8981\u6027\u5206\u6570": 90, "\u5728\u6211\u4eec\u7684\u4f8b\u5b50\u4e2d": [90, 95], "\u6211\u4eec\u5c06\u4f7f\u7528\u8f93\u51fa\u5411\u91cf\u7684\u4e00\u4e2a\u7279\u5b9a\u5143\u7d20": 90, "\u4e5f\u5c31\u662f\u8868\u793a\u6a21\u578b\u5bf9\u6240\u9009\u7c7b\u522b\u7684\u7f6e\u4fe1\u5ea6\u7684\u90a3\u4e2a\u5143\u7d20": 90, "\u5e76\u4f7f\u7528\u96c6\u6210\u68af\u5ea6\u6765\u7406\u89e3\u54ea\u4e9b\u8f93\u5165\u56fe\u50cf\u90e8\u5206\u5bf9\u8fd9\u4e2a\u8f93\u51fa\u505a\u51fa\u4e86\u8d21\u732e": 90, "\u4e00\u65e6\u6211\u4eec\u4ece\u96c6\u6210\u68af\u5ea6\u83b7\u5f97\u4e86\u91cd\u8981\u6027\u6620\u5c04": 90, "\u6211\u4eec\u5c06\u4f7f\u7528captum\u4e2d\u7684\u53ef\u89c6\u5316\u5de5\u5177\u6765\u63d0\u4f9b\u4e0e\u88ab\u68c0\u67e5\u7684\u8f93\u5165\u7279\u5f81\u76f4\u63a5\u76f8\u5173\u7684\u91cd\u8981\u6027\u6620\u5c04\u7684\u6709\u7528\u8868\u793a": 90, "captum\u7684": 90, "visualize_image_attr": 90, "\u51fd\u6570\u63d0\u4f9b\u4e86\u5404\u79cd\u81ea\u5b9a\u4e49\u663e\u793a\u5f52\u56e0\u6570\u636e\u7684\u9009\u9879": 90, "\u6211\u4eec\u4f20\u5165\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684matplotlib\u989c\u8272\u6620\u5c04": 90, "\u8fd0\u884c\u5e26\u6709": 90, "integrated_gradi": 90, "\u8c03\u7528\u7684\u5355\u5143\u683c\u901a\u5e38\u9700\u8981\u4e00\u4e24\u5206\u949f": 90, "\u7528\u6a21\u578b\u521d\u59cb\u5316\u5f52\u56e0\u7b97\u6cd5": 90, "\u8981\u6c42\u7b97\u6cd5\u5c06\u6211\u4eec\u7684\u8f93\u51fa\u76ee\u6807\u5f52\u56e0\u4e8e": 90, "attributions_ig": 90, "n_step": [90, 160, 162, 164], "\u663e\u793a\u539f\u59cb\u56fe\u50cf\u4ee5\u4f9b\u6bd4\u8f83": 90, "original_imag": [90, 230], "default_cmap": 90, "from_list": 90, "ffffff": 90, "0000ff": 90, "heat_map": [90, 230], "show_colorbar": [90, 230], "sign": [90, 154, 205], "\u5728\u4e0a\u9762\u7684\u56fe\u50cf\u4e2d": 90, "\u4f60\u5e94\u8be5\u53ef\u4ee5\u770b\u5230\u96c6\u6210\u68af\u5ea6\u5728\u56fe\u50cf\u4e2d\u732b\u7684\u4f4d\u7f6e\u7ed9\u51fa\u4e86\u6700\u5f3a\u7684\u4fe1\u53f7": 90, "\u57fa\u4e8e\u68af\u5ea6\u7684\u5f52\u56e0\u65b9\u6cd5\u6709\u52a9\u4e8e\u901a\u8fc7\u76f4\u63a5\u8ba1\u7b97\u8f93\u51fa\u76f8\u5bf9\u4e8e\u8f93\u5165\u7684\u53d8\u5316\u6765\u7406\u89e3\u6a21\u578b": 90, "\u57fa\u4e8e\u6270\u52a8\u7684\u5f52\u56e0": 90, "\u65b9\u6cd5\u5219\u66f4\u76f4\u63a5\u5730\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898": 90, "\u901a\u8fc7\u5bf9\u8f93\u5165\u8fdb\u884c\u53d8\u5316\u6765\u6d4b\u91cf\u5bf9\u8f93\u51fa\u7684\u5f71\u54cd": 90, "\u5c31\u662f\u8fd9\u6837\u4e00\u79cd\u65b9\u6cd5": 90, "\u5b83\u6d89\u53ca\u66ff\u6362\u8f93\u5165\u56fe\u50cf\u7684\u90e8\u5206\u533a\u57df": 90, "\u5e76\u68c0\u67e5\u5bf9\u8f93\u51fa\u4fe1\u53f7\u7684\u5f71\u54cd": 90, "\u4e0b\u9762": [90, 92, 94, 95, 96], "\u6211\u4eec\u8bbe\u7f6e\u906e\u6321\u5f52\u56e0": 90, "\u4e0e\u914d\u7f6e\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u7c7b\u4f3c": 90, "\u4f60\u53ef\u4ee5\u6307\u5b9a\u76ee\u6807\u533a\u57df\u7684\u5927\u5c0f": 90, "\u4ee5\u53ca\u786e\u5b9a\u5355\u4e2a\u6d4b\u91cf\u95f4\u8ddd\u7684\u6b65\u957f\u957f\u5ea6": 90, "visualize_image_attr_multipl": [90, 230], "\u6765\u53ef\u89c6\u5316\u6211\u4eec\u7684\u906e\u6321\u5f52\u56e0\u8f93\u51fa": 90, "\u663e\u793a\u6bcf\u4e2a\u533a\u57df\u7684\u6b63\u9762\u548c\u8d1f\u9762\u5f52\u56e0\u7684\u70ed\u56fe": 90, "\u5e76\u7528\u6b63\u9762\u5f52\u56e0\u533a\u57df\u63a9\u7801\u539f\u59cb\u56fe\u50cf": 90, "\u63a9\u7801\u53ef\u4ee5\u7ed9\u51fa\u4e00\u4e2a\u975e\u5e38\u6709\u542f\u53d1\u6027\u7684\u89c6\u56fe": 90, "\u663e\u793a\u6a21\u578b\u53d1\u73b0\u54ea\u4e9b\u533a\u57df\u6700": 90, "\u50cf\u732b": 90, "attributions_occ": 90, "sliding_window_shap": [90, 230], "masked_imag": 90, "fig_siz": 90, "18": [90, 107, 108, 109, 118, 127, 145, 158, 159, 164, 174, 175, 185, 194, 229, 232, 268], "\u540c\u6837": [90, 95, 104, 215], "\u6211\u4eec\u770b\u5230\u56fe\u50cf\u4e2d\u5305\u542b\u732b\u7684\u533a\u57df\u88ab\u8d4b\u4e88\u4e86\u66f4\u5927\u7684\u91cd\u8981\u6027": 90, "\u5141\u8bb8\u4f60\u5c06\u6a21\u578b\u4e2d\u9690\u85cf\u5c42\u7684\u6d3b\u52a8\u5f52\u56e0\u4e8e\u8f93\u5165\u7684\u7279\u5f81": 90, "\u5c42\u5f52\u56e0\u7b97\u6cd5\u6765\u68c0\u67e5\u6a21\u578b\u4e2d\u4e00\u4e2a\u5377\u79ef\u5c42\u7684\u6d3b\u52a8": 90, "gradcam\u8ba1\u7b97\u76ee\u6807\u8f93\u51fa\u76f8\u5bf9\u4e8e\u7ed9\u5b9a\u5c42\u7684\u68af\u5ea6": 90, "\u5bf9\u6bcf\u4e2a\u8f93\u51fa\u901a\u9053": 90, "\u8f93\u51fa\u7684\u7b2c2\u7ef4": 90, "\u8fdb\u884c\u5e73\u5747": 90, "\u5e76\u5c06\u6bcf\u4e2a\u901a\u9053\u7684\u5e73\u5747\u68af\u5ea6\u4e58\u4ee5\u5c42\u6fc0\u6d3b": 90, "\u7ed3\u679c\u5728\u6240\u6709\u901a\u9053\u4e0a\u6c42\u548c": 90, "gradcam\u4e13\u4e3a\u5377\u79ef\u7f51\u7edc": 90, "\u8bbe\u8ba1": 90, "\u7531\u4e8e\u5377\u79ef\u5c42\u7684\u6d3b\u52a8\u901a\u5e38\u5728\u7a7a\u95f4\u4e0a\u6620\u5c04\u5230\u8f93\u5165": 90, "\u56e0\u6b64gradcam\u5f52\u56e0\u901a\u5e38\u4f1a\u88ab\u4e0a\u91c7\u6837": 90, "\u5e76\u7528\u4e8e\u63a9\u76d6\u8f93\u5165": 90, "\u5c42\u5f52\u56e0\u7684\u8bbe\u7f6e\u7c7b\u4f3c\u4e8e\u8f93\u5165\u5f52\u56e0": 90, "\u9664\u4e86\u9664\u4e86\u6a21\u578b\u4e4b\u5916": 90, "\u4f60\u8fd8\u5fc5\u987b\u6307\u5b9a\u6a21\u578b\u4e2d\u4f60\u5e0c\u671b\u68c0\u67e5\u7684": 90, "\u9690\u85cf\u5c42": 90, "\u4e0e\u4e0a\u9762\u4e00\u6837": 90, "\u5f53\u6211\u4eec\u8c03\u7528": 90, "\u6211\u4eec\u6307\u5b9a\u611f\u5174\u8da3\u7684\u76ee\u6807\u7c7b": 90, "layer_gradcam": 90, "layer3": [90, 150, 158, 161], "attributions_lgc": 90, "base_class": 90, "\u57fa\u7c7b\u4e2d\u7684\u4fbf\u5229\u65b9\u6cd5": 90, "interpol": [90, 119, 264], "\u6765\u4e0a\u91c7\u6837\u8fd9\u4e9b\u5f52\u56e0\u6570\u636e": 90, "\u4ee5\u4fbf\u4e0e\u8f93\u5165\u56fe\u50cf\u8fdb\u884c\u6bd4\u8f83": 90, "upsamp_attr_lgc": 90, "blended_heat_map": 90, "\u8fd9\u6837\u7684\u53ef\u89c6\u5316\u53ef\u4ee5\u8ba9\u4f60\u6df1\u5165\u4e86\u89e3\u9690\u85cf\u5c42\u5982\u4f55\u54cd\u5e94\u4f60\u7684\u8f93\u5165": 90, "insights\u662f\u4e00\u4e2a\u5efa\u7acb\u5728captum\u4e4b\u4e0a\u7684\u53ef\u89e3\u91ca\u6027\u53ef\u89c6\u5316\u5c0f\u90e8\u4ef6": 90, "\u65e8\u5728\u4fc3\u8fdb\u6a21\u578b\u7406\u89e3": 90, "insights\u53ef\u7528\u4e8e\u56fe\u50cf": 90, "\u6587\u672c\u548c\u5176\u4ed6\u7279\u5f81": 90, "\u5e2e\u52a9\u7528\u6237\u7406\u89e3\u7279\u5f81\u5f52\u56e0": 90, "\u5b83\u5141\u8bb8\u4f60\u53ef\u89c6\u5316": 90, "\u591a\u4e2a\u8f93\u5165": 90, "\u8f93\u51fa\u5bf9\u7684\u5f52\u56e0": 90, "\u5e76\u63d0\u4f9b\u7528\u4e8e\u56fe\u50cf": 90, "\u6587\u672c\u548c\u4efb\u610f\u6570\u636e\u7684\u53ef\u89c6\u5316\u5de5\u5177": 90, "\u5728\u672c\u7b14\u8bb0\u672c\u7684\u8fd9\u4e00\u90e8\u5206": 90, "\u6211\u4eec\u5c06\u4f7f\u7528captum": 90, "insights\u53ef\u89c6\u5316\u591a\u4e2a\u56fe\u50cf\u5206\u7c7b\u63a8\u7406": 90, "\u8ba9\u6211\u4eec\u6536\u96c6\u4e00\u4e9b\u56fe\u50cf": 90, "\u770b\u770b\u6a21\u578b\u5bf9\u5b83\u4eec\u7684\u770b\u6cd5": 90, "\u4e3a\u4e86\u589e\u52a0\u591a\u6837\u6027": 90, "\u6211\u4eec\u5c06\u4f7f\u7528\u732b": 90, "\u8336\u58f6\u548c\u4e09\u53f6\u866b\u5316\u77f3": 90, "teapot": 90, "trilobit": 90, "\u770b\u8d77\u6765\u6211\u4eec\u7684\u6a21\u578b\u90fd\u6b63\u786e\u8bc6\u522b\u4e86\u5b83\u4eec": 90, "\u6211\u4eec\u5f53\u7136\u5e0c\u671b\u6df1\u5165\u6316\u6398": 90, "insights\u5c0f\u90e8\u4ef6": 90, "\u6211\u4eec\u7528\u4e0b\u9762\u5bfc\u5165\u7684": 90, "attributionvisu": 90, "\u5bf9\u8c61\u5bf9\u5176\u8fdb\u884c\u914d\u7f6e": 90, "\u671f\u671b\u6279\u91cf\u6570\u636e": 90, "\u6240\u4ee5\u6211\u4eec\u5c06\u5f15\u5165captum\u7684": 90, "\u8f85\u52a9\u7c7b": 90, "\u6211\u4eec\u5c06\u67e5\u770b\u56fe\u50cf": 90, "\u56e0\u6b64\u6211\u4eec\u8fd8\u5c06\u5bfc\u5165": 90, "imagefeatur": 90, "\u6211\u4eec\u4f7f\u7528\u4ee5\u4e0b\u53c2\u6570\u914d\u7f6e": 90, "\u8981\u68c0\u67e5\u7684\u6a21\u578b\u6570\u7ec4": 90, "\u53ea\u6709\u4e00\u4e2a": 90, "\u4e00\u4e2a\u8bc4\u5206\u51fd\u6570": 90, "\u5141\u8bb8captum": 90, "insights\u4ece\u6a21\u578b\u4e2d\u63d0\u53d6\u524dk\u4e2a\u9884\u6d4b": 90, "\u6211\u4eec\u6a21\u578b\u8bad\u7ec3\u7684\u7c7b\u522b\u7684\u6709\u5e8f": 90, "\u4eba\u7c7b\u53ef\u8bfb\u5217\u8868": 90, "\u8981\u67e5\u627e\u7684\u7279\u5f81\u5217\u8868": 90, "\u662f\u4e00\u4e2a": [90, 245, 253], "\u4e00\u4e2a\u6570\u636e\u96c6": 90, "\u5b83\u662f\u4e00\u4e2a\u53ef\u8fed\u4ee3\u5bf9\u8c61": 90, "\u8fd4\u56de\u8f93\u5165\u548c\u6807\u7b7e\u7684\u6279\u6b21": 90, "\u5c31\u50cf\u4f60\u7528\u4e8e\u8bad\u7ec3\u4e00\u6837": 90, "attr_vi": 90, "\u57fa\u7ebf\u662f\u5168\u96f6\u8f93\u5165": 90, "\u8fd9\u53ef\u80fd\u4f1a\u56e0\u4f60\u7684\u6570\u636e\u800c\u6709\u6240\u4e0d\u540c": 90, "baseline_func": 90, "\u5408\u5e76\u4e0a\u9762\u7684\u56fe\u50cf\u53d8\u6362": 90, "full_img_transform": 90, "score_func": 90, "\u7167\u7247": 90, "baseline_transform": 90, "input_transform": [90, 214], "282": 90, "849": [90, 220, 232], "\u8fd0\u884c\u4e0a\u9762\u7684\u5355\u5143\u683c\u5e76\u6ca1\u6709\u82b1\u8d39\u592a\u591a\u65f6\u95f4": 90, "\u4e0d\u50cf\u6211\u4eec\u4e4b\u524d\u7684\u5f52\u56e0\u90a3\u6837": 90, "insights\u5141\u8bb8\u4f60\u5728\u53ef\u89c6\u5316\u5c0f\u90e8\u4ef6\u4e2d\u914d\u7f6e\u4e0d\u540c\u7684\u5f52\u56e0\u7b97\u6cd5": 90, "\u4e4b\u540e\u5b83\u5c06\u8ba1\u7b97\u5e76\u663e\u793a": 90, "\u90a3\u4e2a": 90, "\u8fc7\u7a0b\u5c06\u9700\u8981\u51e0\u5206\u949f\u65f6\u95f4": 90, "\u8fd0\u884c\u4e0b\u9762\u7684\u5355\u5143\u683c\u5c06\u6e32\u67d3captum": 90, "\u7136\u540e\u4f60\u53ef\u4ee5\u9009\u62e9\u5f52\u56e0\u65b9\u6cd5\u53ca\u5176\u53c2\u6570": 90, "\u6839\u636e\u9884\u6d4b\u7684\u7c7b\u6216\u9884\u6d4b\u7684\u6b63\u786e\u6027\u8fc7\u6ee4\u6a21\u578b\u54cd\u5e94": 90, "\u67e5\u770b\u6a21\u578b\u7684\u9884\u6d4b\u53ca\u76f8\u5173\u6982\u7387": 90, "\u67e5\u770b\u5f52\u56e0\u4e0e": 90, "\u539f\u59cb\u56fe\u50cf\u7684\u70ed\u529b\u56fe": 90, "captumyt": 90, "introyt": 91, "rst": [91, 262, 264], "introyt1_tutori": [91, 92], "tensors_deeper_tutori": [91, 95], "modelsyt_tutori": [91, 93], "tensorboardyt_tutori": [91, 94], "trainingyt_tutori": 91, "captumyt_tutori": 91, "sphx_glr_beginner_introyt_modelsyt_tutori": 91, "sphx_glr_beginner_introyt_autogradyt_tutori": 91, "sphx_glr_beginner_introyt_trainingyt": 91, "sphx_glr_beginner_introyt_tensorboardyt_tutori": 91, "sphx_glr_beginner_introyt_captumyt": 91, "sphx_glr_beginner_introyt_tensors_deeper_tutori": 91, "sphx_glr_beginner_introyt_introyt1_tutori": 91, "\u4ece\u89c6\u9891\u7684": 92, "\u5f00\u59cb": [92, 93, 238, 248, 256], "\u6211\u4eec\u5c06\u5bfc\u5165": 92, "\u8ba9\u6211\u4eec\u770b\u4e00\u4e9b\u57fa\u672c\u7684\u5f20\u91cf\u64cd\u4f5c": 92, "\u521b\u5efa\u5f20\u91cf\u7684\u51e0\u79cd\u65b9\u5f0f": 92, "\u4e0a\u9762": [92, 93, 94], "\u6211\u4eec\u521b\u5efa\u4e86\u4e00\u4e2a": [92, 129], "5x3": 92, "\u7684\u96f6\u77e9\u9635": 92, "\u5e76\u67e5\u8be2\u5176\u6570\u636e\u7c7b\u578b": 92, "\u53d1\u73b0\u96f6\u662f": 92, "\u4f4d\u6d6e\u70b9\u6570": 92, "\u8fd9\u662f": [92, 93, 95, 231, 258], "\u7684\u9ed8\u8ba4\u8bbe\u7f6e": [92, 232], "\u5982\u679c\u4f60\u60f3\u8981\u6574\u6570\u5462": 92, "\u53ef\u4ee5\u8986\u76d6\u9ed8\u8ba4\u8bbe\u7f6e": 92, "int16": [92, 95, 198, 235], "\u4f60\u53ef\u4ee5\u770b\u5230": [92, 93, 95], "\u5f53\u6211\u4eec\u6539\u53d8\u9ed8\u8ba4\u8bbe\u7f6e\u65f6": 92, "\u5728\u6253\u5370\u5f20\u91cf\u65f6\u4f1a\u6709\u6240\u63d0\u793a": 92, "\u901a\u5e38\u60c5\u51b5\u4e0b": 92, "\u4f1a\u4f7f\u7528\u7279\u5b9a\u7684\u79cd\u5b50\u521d\u59cb\u5316\u5b66\u4e60\u6743\u91cd": 92, "\u4ee5\u786e\u4fdd\u7ed3\u679c\u7684\u53ef\u91cd\u590d\u6027": 92, "1729": [92, 95], "r1": 92, "r2": 92, "\u65b0\u7684\u503c": 92, "r3": 92, "nshould": 92, "\u7531\u4e8e\u91cd\u65b0\u8bbe\u7f6e\u79cd\u5b50": 92, "\u6240\u4ee5\u4e0e": 92, "\u7684\u503c\u76f8\u540c": 92, "\u5f20\u91cf\u6267\u884c\u7b97\u672f\u8fd0\u7b97\u5f88\u76f4\u89c2": 92, "\u5f62\u72b6\u76f8\u4f3c\u7684\u5f20\u91cf\u53ef\u4ee5\u76f8\u52a0": 92, "\u76f8\u4e58\u7b49": 92, "\u4e0e\u6807\u91cf\u7684\u8fd0\u7b97\u4f1a\u5728\u6574\u4e2a\u5f20\u91cf\u4e0a\u5206\u5e03\u5f0f\u8fdb\u884c": 92, "\u6bcf\u4e2a\u5143\u7d20\u90fd\u4e58\u4ee5": 92, "\u5f62\u72b6\u76f8\u4f3c": 92, "\u56e0\u6b64\u5141\u8bb8\u76f8\u52a0": 92, "\u5f20\u91cf\u6309\u5143\u7d20\u76f8\u52a0": 92, "\u8fd9\u4e0e\u8f93\u5165\u5f20\u91cf\u5177\u6709\u76f8\u540c\u7684\u7ef4\u5ea6": 92, "\u53d6\u6d88\u6ce8\u91ca\u8fd9\u4e00\u884c\u4f1a\u5bfc\u81f4\u8fd0\u884c\u65f6\u9519\u8bef": 92, "\u8fd9\u91cc\u662f\u4e00\u4e9b\u53ef\u7528\u7684\u6570\u5b66\u8fd0\u7b97\u793a\u4f8b": 92, "\u503c\u5728": 92, "\u4e4b\u95f4": [92, 232], "\u652f\u6301\u5e38\u89c1\u7684\u6570\u5b66\u8fd0\u7b97": 92, "nabsolut": 92, "\u4ee5\u53ca\u4e09\u89d2\u51fd\u6570": 92, "ninvers": 92, "asin": [92, 95], "\u548c\u7ebf\u6027\u4ee3\u6570\u8fd0\u7b97": 92, "\u5982\u884c\u5217\u5f0f\u548c\u5947\u5f02\u503c\u5206\u89e3": 92, "ndetermin": 92, "det": [92, 102, 154], "nsingular": 92, "decomposit": [92, 145], "svd": [92, 95], "\u4ee5\u53ca\u7edf\u8ba1\u548c\u805a\u5408\u8fd0\u7b97": 92, "naverag": 92, "std_mean": 92, "nmaximum": 92, "\u5173\u4e8e": 92, "\u5f20\u91cf\u7684\u5f3a\u5927\u529f\u80fd\u8fd8\u6709\u5f88\u591a\u9700\u8981\u4e86\u89e3": 92, "\u5305\u62ec\u5982\u4f55\u4e3a": 92, "\u4e0a\u7684\u5e76\u884c\u8ba1\u7b97\u8bbe\u7f6e\u5b83\u4eec": 92, "\u6211\u4eec\u5c06\u5728\u53e6\u4e00\u4e2a\u89c6\u9891\u4e2d\u6df1\u5165\u63a2\u8ba8": 92, "\u8ba9\u6211\u4eec\u8ba8\u8bba\u4e00\u4e0b\u5982\u4f55\u5728": 92, "\u4e2d\u8868\u793a\u6a21\u578b": 92, "\u6a21\u578b\u7684\u7236\u5bf9\u8c61": 92, "\u7528\u4e8e\u6fc0\u6d3b\u51fd\u6570": 92, "\u56fe": [92, 129], "\u4e0a\u56fe\u662f": 92, "\u7684\u793a\u610f\u56fe": 92, "\u5b83\u662f\u6700\u65e9\u7684\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u4e4b\u4e00": 92, "\u4e5f\u662f\u6df1\u5ea6\u5b66\u4e60\u7206\u53d1\u5f0f\u53d1\u5c55\u7684\u9a71\u52a8\u529b\u4e4b\u4e00": 92, "\u5b83\u88ab\u6784\u5efa\u7528\u4e8e\u8bfb\u53d6\u624b\u5199\u6570\u5b57\u7684\u5c0f\u56fe\u50cf": 92, "\u5e76\u6b63\u786e\u5206\u7c7b\u56fe\u50cf\u4e2d\u8868\u793a\u7684\u6570\u5b57": 92, "\u5b83\u5de5\u4f5c\u539f\u7406\u7684\u7b80\u8ff0\u4e3a": 92, "\u662f\u4e00\u4e2a\u5377\u79ef\u5c42": 92, "\u5b83\u5728\u8f93\u5165\u56fe\u50cf\u4e2d\u626b\u63cf\u5b83\u5728\u8bad\u7ec3\u671f\u95f4\u5b66\u4e60\u5230\u7684\u7279\u5f81": 92, "\u5b83\u8f93\u51fa\u4e00\u4e2a\u7279\u5f81\u6fc0\u6d3b\u56fe": 92, "\u63cf\u8ff0\u5b83\u5728\u56fe\u50cf\u4e2d\u770b\u5230\u6bcf\u4e2a\u5b66\u4e60\u5230\u7684\u7279\u5f81\u7684\u4f4d\u7f6e": 92, "\u6fc0\u6d3b\u56fe": 92, "\u5728\u5c42": 92, "\u4e2d\u88ab\u4e0b\u91c7\u6837": 92, "\u662f\u53e6\u4e00\u4e2a\u5377\u79ef\u5c42": 92, "\u8fd9\u6b21\u626b\u63cf": 92, "\u7684\u6fc0\u6d3b\u56fe\u4ee5\u67e5\u627e\u7279\u5f81\u7ec4\u5408": 92, "\u5b83\u4e5f\u8f93\u51fa\u4e00\u4e2a\u6fc0\u6d3b\u56fe": 92, "\u63cf\u8ff0\u8fd9\u4e9b\u7279\u5f81\u7ec4\u5408\u7684\u7a7a\u95f4\u4f4d\u7f6e": 92, "\u8be5\u6fc0\u6d3b\u56fe\u5728\u5c42": 92, "\u6700\u540e\u7684\u5168\u8fde\u63a5\u5c42": 92, "\u662f\u4e00\u4e2a\u5206\u7c7b\u5668": 92, "\u5b83\u5c06\u6700\u7ec8\u7684\u6fc0\u6d3b\u56fe\u5206\u7c7b\u4e3a": 92, "\u4e2a": [92, 231, 253], "\u4e2d\u7684\u4e00\u4e2a": 92, "\u8868\u793a": 92, "\u4e2a\u6570\u5b57": 92, "\u6211\u4eec\u5982\u4f55\u5728\u4ee3\u7801\u4e2d\u8868\u793a\u8fd9\u4e2a\u7b80\u5355\u7684\u795e\u7ecf\u7f51\u7edc\u5462": 92, "\u4e2a\u8f93\u5165\u56fe\u50cf\u901a\u9053": 92, "\u9ed1\u767d": [92, 93], "\u4e2a\u8f93\u51fa\u901a\u9053": [92, 93], "\u7684\u6b63\u65b9\u5f62\u5377\u79ef\u6838": 92, "\u4e00\u4e2a\u4eff\u5c04\u64cd\u4f5c": [92, 93], "\u7a97\u53e3\u4e0a\u8fdb\u884c\u6700\u5927\u6c60\u5316": [92, 93], "\u5982\u679c\u5c3a\u5bf8\u662f\u6b63\u65b9\u5f62": [92, 93], "\u4f60\u53ea\u9700\u6307\u5b9a\u4e00\u4e2a\u6570\u5b57": [92, 93], "num_flat_featur": [92, 93], "\u9664\u6279\u6b21\u7ef4\u5ea6\u5916\u7684\u6240\u6709\u7ef4\u5ea6": [92, 93], "num_featur": [92, 93, 130], "\u67e5\u770b\u8fd9\u6bb5\u4ee3\u7801": 92, "\u4f60\u5e94\u8be5\u80fd\u591f\u53d1\u73b0\u4e00\u4e9b\u4e0e\u4e0a\u56fe\u7ed3\u6784\u76f8\u4f3c\u7684\u5730\u65b9": 92, "\u8fd9\u6f14\u793a\u4e86\u5178\u578b": 92, "\u6a21\u578b\u7684\u7ed3\u6784": 92, "\u5b83\u7ee7\u627f\u81ea": 92, "\u6a21\u5757\u53ef\u4ee5\u5d4c\u5957": 92, "\u5373\u4f7f": 92, "\u5c42\u7c7b\u4e5f\u7ee7\u627f\u81ea": 92, "\u4e00\u4e2a\u6a21\u578b\u5c06\u6709\u4e00\u4e2a": 92, "\u5728\u8fd9\u91cc\u5b83\u5b9e\u4f8b\u5316\u5176\u5c42": 92, "\u5e76\u52a0\u8f7d\u4efb\u4f55\u5b83\u53ef\u80fd\u9700\u8981\u7684\u6570\u636e\u7ec4\u4ef6": 92, "\u6a21\u578b\u53ef\u80fd\u52a0\u8f7d\u8bcd\u6c47\u8868": 92, "\u8fd9\u662f\u5b9e\u9645\u8ba1\u7b97\u53d1\u751f\u7684\u5730\u65b9": 92, "\u8f93\u5165\u901a\u8fc7\u7f51\u7edc\u5c42\u548c\u5404\u79cd\u51fd\u6570\u751f\u6210\u8f93\u51fa": 92, "\u9664\u6b64\u4e4b\u5916": 92, "\u4f60\u53ef\u4ee5\u50cf\u6784\u5efa\u4efb\u4f55\u5176\u4ed6": 92, "\u7c7b\u4e00\u6837\u6784\u5efa\u4f60\u7684\u6a21\u578b\u7c7b": 92, "\u6dfb\u52a0\u4efb\u4f55\u4f60\u9700\u8981\u652f\u6301\u6a21\u578b\u8ba1\u7b97\u7684\u5c5e\u6027\u548c\u65b9\u6cd5": 92, "\u8ba9\u6211\u4eec\u5b9e\u4f8b\u5316\u8fd9\u4e2a\u5bf9\u8c61\u5e76\u8fd0\u884c\u4e00\u4e2a\u793a\u4f8b\u8f93\u5165": 92, "\u5bf9\u8c61\u6253\u5370\u4e86\u4ec0\u4e48\u4fe1\u606f": 92, "\u7684\u9ed1\u767d\u56fe\u50cf": [92, 93, 104], "nimag": 92, "\u4e0d\u76f4\u63a5\u8c03\u7528": 92, "nraw": 92, "\u5982\u4e0a\u4ee3\u7801\u5b58\u5728\u4e00\u4e9b\u8981\u70b9": 92, "\u6211\u4eec\u5b9e\u4f8b\u5316": 92, "\u7c7b": [92, 93, 104, 217, 247], "\u5e76\u6253\u5370": 92, "\u7684\u5b50\u7c7b\u5c06\u62a5\u544a\u5b83\u521b\u5efa\u7684\u5c42\u53ca\u5176\u5f62\u72b6\u548c\u53c2\u6570": 92, "\u8fd9\u53ef\u4ee5\u63d0\u4f9b\u4e00\u4e2a\u6a21\u578b\u7684\u6982\u89c8": 92, "\u5982\u679c\u4f60\u60f3\u4e86\u89e3\u5b83\u7684\u5904\u7406\u8fc7\u7a0b": 92, "\u5728\u4e0b\u9762": [92, 95], "\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u865a\u62df\u8f93\u5165": 92, "\u8868\u793a\u4e00\u4e2a": 92, "\u7684\u5355\u901a\u9053\u56fe\u50cf": 92, "\u4f60\u4f1a\u52a0\u8f7d\u4e00\u4e2a\u56fe\u50cf\u5207\u7247\u5e76\u5c06\u5176\u8f6c\u6362\u4e3a\u8fd9\u79cd\u5f62\u72b6\u7684\u5f20\u91cf": 92, "\u4f60\u53ef\u80fd\u5df2\u7ecf\u6ce8\u610f\u5230\u6211\u4eec\u7684\u5f20\u91cf\u6709\u4e00\u4e2a\u989d\u5916\u7684\u7ef4\u5ea6": 92, "\u6279\u6b21\u7ef4\u5ea6": 92, "\u6a21\u578b\u5047\u8bbe\u5b83\u4eec\u6b63\u5728\u5904\u7406\u6570\u636e": 92, "\u6279\u6b21": [92, 95, 96], "\u5305\u542b": [92, 104], "\u4e2a\u56fe\u50cf\u5207\u7247\u7684\u6279\u6b21\u5c06\u5177\u6709\u5f62\u72b6": 92, "\u7531\u4e8e\u6211\u4eec\u53ea\u4f7f\u7528\u4e00\u4e2a\u56fe\u50cf": 92, "\u6211\u4eec\u521b\u5efa\u4e86\u4e00\u4e2a\u5f62\u72b6\u4e3a": 92, "\u7684\u6279\u6b21": 92, "\u6211\u4eec\u901a\u8fc7\u50cf\u51fd\u6570\u4e00\u6837\u8c03\u7528\u5b83\u6765\u8981\u6c42\u6a21\u578b\u8fdb\u884c\u63a8\u7406": 92, "\u8fd9\u4e2a\u8c03\u7528\u7684\u8f93\u51fa\u8868\u793a\u6a21\u578b\u5bf9\u8f93\u5165\u8868\u793a\u7279\u5b9a\u6570\u5b57\u7684\u7f6e\u4fe1\u5ea6": 92, "\u7531\u4e8e\u8fd9\u4e2a\u6a21\u578b\u5b9e\u4f8b\u8fd8\u6ca1\u6709\u5b66\u4e60\u4efb\u4f55\u4e1c\u897f": 92, "\u6211\u4eec\u4e0d\u5e94\u8be5\u671f\u671b\u5728\u8f93\u51fa\u4e2d\u770b\u5230\u4efb\u4f55\u4fe1\u53f7": 92, "\u67e5\u770b": [92, 237, 257], "\u7684\u5f62\u72b6": 92, "\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u5b83\u4e5f\u6709\u4e00\u4e2a\u6279\u6b21\u7ef4\u5ea6": 92, "\u5176\u5927\u5c0f\u5e94\u8be5\u59cb\u7ec8\u4e0e\u8f93\u5165\u6279\u6b21\u7ef4\u5ea6\u76f8\u5339\u914d": 92, "\u5982\u679c\u6211\u4eec\u4f20\u5165\u4e86\u4e00\u4e2a\u5305\u542b": 92, "\u4e2a\u5b9e\u4f8b\u7684\u8f93\u5165\u6279\u6b21": 92, "\u5c06\u5177\u6709": 92, "\u6211\u4eec\u5c06\u6f14\u793a\u5982\u4f55\u4f7f\u7528": 92, "\u4e2d\u7684\u4e00\u4e2a\u53ef\u4e0b\u8f7d\u7684\u5f00\u653e\u8bbf\u95ee\u6570\u636e\u96c6": 92, "\u5982\u4f55\u8f6c\u6362\u56fe\u50cf\u4ee5\u4f9b\u4f60\u7684\u6a21\u578b\u4f7f\u7528": 92, "\u4ee5\u53ca\u5982\u4f55\u4f7f\u7528": [92, 252], "\u5c06\u6570\u636e\u6279\u6b21\u63d0\u4f9b\u7ed9\u4f60\u7684\u6a21\u578b": 92, "\u6211\u4eec\u9700\u8981\u505a\u7684\u7b2c\u4e00\u4ef6\u4e8b\u662f\u5c06\u4f20\u5165\u7684\u56fe\u50cf\u8f6c\u6362\u4e3a": 92, "4914": 92, "4822": 92, "4465": 92, "2470": 92, "2435": 92, "2616": 92, "\u6211\u4eec\u4e3a\u8f93\u5165\u6307\u5b9a\u4e86\u4e24\u79cd\u8f6c\u6362": 92, "\u52a0\u8f7d\u7684\u56fe\u50cf\u8f6c\u6362\u4e3a": 92, "\u8c03\u6574\u5f20\u91cf\u7684\u503c": 92, "\u4f7f\u5176\u5e73\u5747\u503c\u4e3a\u96f6": 92, "\u6807\u51c6\u5dee\u4e3a": 92, "\u5927\u591a\u6570\u6fc0\u6d3b\u51fd\u6570\u5728": 92, "\u9644\u8fd1\u5177\u6709\u6700\u5f3a\u68af\u5ea6": [92, 93], "\u56e0\u6b64\u5c06\u6211\u4eec\u7684\u6570\u636e\u5c45\u4e2d\u53ef\u4ee5\u52a0\u5feb\u5b66\u4e60\u901f\u5ea6": 92, "\u4f20\u9012\u7ed9\u8f6c\u6362\u7684\u503c\u662f\u6570\u636e\u96c6\u4e2d\u56fe\u50cf\u7684": 92, "\u503c\u7684\u5747\u503c": 92, "\u7b2c\u4e00\u4e2a\u5143\u7ec4": 92, "\u548c\u6807\u51c6\u5dee": 92, "\u7b2c\u4e8c\u4e2a\u5143\u7ec4": 92, "\u4f60\u53ef\u4ee5\u901a\u8fc7\u8fd0\u884c\u4ee5\u4e0b\u51e0\u884c\u4ee3\u7801\u81ea\u5df1\u8ba1\u7b97\u8fd9\u4e9b\u503c": 92, "concatdataset": 92, "\u5c06\u6240\u6709\u8bad\u7ec3\u56fe\u50cf\u5806\u53e0\u6210\u5f62\u72b6\u4e3a": 92, "50000": 92, "\u83b7\u53d6\u6bcf\u4e2a\u901a\u9053\u7684\u5747\u503c": 92, "\u8fd8\u6709\u8bb8\u591a\u5176\u4ed6\u53ef\u7528\u7684\u8f6c\u6362": 92, "\u5305\u62ec\u88c1\u526a": 92, "\u5c45\u4e2d": 92, "\u65cb\u8f6c\u548c\u53cd\u5c04": 92, "\u6211\u4eec\u5c06\u521b\u5efa": 92, "\u6570\u636e\u96c6\u7684\u4e00\u4e2a\u5b9e\u4f8b": 92, "\u8fd9\u662f\u4e00\u7ec4": 92, "\u7684\u5f69\u8272\u56fe\u50cf\u5207\u7247": 92, "\u4ee3\u8868": [92, 95], "\u7c7b\u7269\u4f53": 92, "\u79cd\u52a8\u7269": 92, "\u9e1f": 92, "\u732b": 92, "\u9e7f": 92, "\u72d7": 92, "\u9752\u86d9": 92, "\u9a6c": 92, "\u79cd\u8f66\u8f86": 92, "\u98de\u673a": 92, "\u6c7d\u8f66": 92, "\u8239": 92, "\u5361\u8f66": 92, "\u5f53\u4f60\u8fd0\u884c\u4e0a\u9762\u7684\u5355\u5143\u683c\u65f6": 92, "\u5b83\u53ef\u80fd\u9700\u8981\u4e00\u4e9b\u65f6\u95f4\u6765\u4e0b\u8f7d\u6570\u636e\u96c6": 92, "\u8fd9\u662f\u5728": 92, "\u4e2d\u521b\u5efa\u6570\u636e\u96c6\u5bf9\u8c61\u7684\u4e00\u4e2a\u793a\u4f8b": 92, "\u53ef\u4e0b\u8f7d\u7684\u6570\u636e\u96c6": 92, "\u5982\u4e0a\u9762\u7684": 92, "\u7c7b\u5305\u62ec": 92, "\u4e2d\u7684\u53ef\u4e0b\u8f7d\u6570\u636e\u96c6": 92, "\u4ee5\u53ca\u8bf8\u5982": 92, "\u4e4b\u7c7b\u7684\u5b9e\u7528\u7a0b\u5e8f\u6570\u636e\u96c6\u7c7b": 92, "\u5b83\u5c06\u8bfb\u53d6\u4e00\u4e2a\u6807\u8bb0\u8fc7\u7684\u56fe\u50cf\u6587\u4ef6\u5939": 92, "\u4f60\u4e5f\u53ef\u4ee5\u521b\u5efa": 92, "\u7684\u81ea\u5df1\u7684\u5b50\u7c7b": 92, "\u5f53\u6211\u4eec\u5b9e\u4f8b\u5316\u6211\u4eec\u7684\u6570\u636e\u96c6\u65f6": 92, "\u6211\u4eec\u9700\u8981\u544a\u8bc9\u5b83\u4e00\u4e9b\u4e8b\u60c5": 92, "\u6211\u4eec\u5e0c\u671b\u6570\u636e\u5b58\u653e\u7684\u6587\u4ef6\u7cfb\u7edf\u8def\u5f84": 92, "\u6211\u4eec\u662f\u5426\u4f7f\u7528\u8fd9\u4e2a\u96c6\u5408\u8fdb\u884c\u8bad\u7ec3": 92, "\u5927\u591a\u6570\u6570\u636e\u96c6\u5c06\u88ab\u5206\u4e3a\u8bad\u7ec3\u548c\u6d4b\u8bd5\u5b50\u96c6": 92, "\u5982\u679c\u6211\u4eec\u8fd8\u6ca1\u6709\u4e0b\u8f7d\u6570\u636e\u96c6": 92, "\u6211\u4eec\u662f\u5426\u5e0c\u671b\u4e0b\u8f7d\u5b83": 92, "\u6211\u4eec\u60f3\u5bf9\u6570\u636e\u5e94\u7528\u54ea\u4e9b\u8f6c\u6362": 92, "\u4e00\u65e6\u4f60\u7684\u6570\u636e\u96c6\u51c6\u5907\u5c31\u7eea": 92, "\u4f60\u5c31\u53ef\u4ee5\u5c06\u5b83\u4ea4\u7ed9": 92, "\u7684\u5b50\u7c7b\u5305\u88c5\u4e86\u5bf9\u6570\u636e\u7684\u8bbf\u95ee": 92, "\u5e76\u4e13\u95e8\u9488\u5bf9\u5b83\u6b63\u5728\u670d\u52a1\u7684\u6570\u636e\u7c7b\u578b": 92, "\u5bf9\u5b83\u6b63\u5728\u670d\u52a1\u7684\u6570\u636e\u4e00\u65e0\u6240\u77e5": 92, "\u4f46\u4f1a\u6839\u636e\u4f60\u6307\u5b9a\u7684\u53c2\u6570\u5c06": 92, "\u63d0\u4f9b\u7684\u8f93\u5165\u5f20\u91cf\u7ec4\u7ec7\u6210\u6279\u6b21": 92, "\u5728\u4e0a\u9762\u7684\u793a\u4f8b\u4e2d": [92, 111, 222, 239], "\u6211\u4eec\u8981\u6c42\u4e00\u4e2a": 92, "\u4e2d\u7ed9\u6211\u4eec\u6279\u6b21\u5927\u5c0f\u4e3a": 92, "\u968f\u673a\u6253\u4e71\u5b83\u4eec\u7684\u987a\u5e8f": 92, "\u5e76\u544a\u8bc9\u5b83\u542f\u52a8\u4e24\u4e2a\u5de5\u4f5c\u8fdb\u7a0b\u4ece\u78c1\u76d8\u52a0\u8f7d\u6570\u636e": 92, "\u53ef\u89c6\u5316\u4f60\u7684": 92, "\u63d0\u4f9b\u7684\u6279\u6b21\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u505a\u6cd5": 92, "\u83b7\u53d6\u4e00\u4e9b\u968f\u673a\u8bad\u7ec3\u56fe\u50cf": 92, "\u663e\u793a\u56fe\u50cf": 92, "\u6253\u5370\u6807\u7b7e": 92, "\u8fd0\u884c\u4e0a\u9762\u7684\u5355\u5143\u683c\u5e94\u8be5\u4f1a\u663e\u793a\u4f60\u4e00\u6761\u56db\u5f20\u56fe\u50cf\u7684\u6761\u5e26": 92, "\u4ee5\u53ca\u6bcf\u5f20\u56fe\u50cf\u7684\u6b63\u786e\u6807\u7b7e": 92, "\u8ba9\u6211\u4eec\u628a\u6240\u6709\u7684\u90e8\u5206\u653e\u5728\u4e00\u8d77": 92, "\u8bad\u7ec3\u4e00\u4e2a\u6a21\u578b": 92, "\u6211\u4eec\u9700\u8981\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u636e\u96c6": 92, "\u5982\u679c\u4f60\u8fd8\u6ca1\u6709": 92, "\u8fd0\u884c\u4e0b\u9762\u7684\u5355\u5143\u683c\u6765\u786e\u4fdd\u6570\u636e\u96c6\u5df2\u4e0b\u8f7d": 92, "\u53ef\u80fd\u9700\u8981\u4e00\u5206\u949f": 92, "\u8fd0\u884c\u5bf9": 92, "\u8f93\u51fa\u7684\u68c0\u67e5": 92, "\u8fd9\u662f\u6211\u4eec\u5c06\u8981\u8bad\u7ec3\u7684\u6a21\u578b": 92, "\u5982\u679c\u5b83\u770b\u8d77\u6765\u5f88\u719f\u6089": 92, "\u90a3\u662f\u56e0\u4e3a\u5b83\u662f": 92, "\u7684\u4e00\u4e2a\u53d8\u4f53": 92, "\u5728\u672c\u89c6\u9891\u524d\u9762\u8ba8\u8bba\u8fc7": 92, "\u9002\u7528\u4e8e": 92, "\u8272\u56fe\u50cf": 92, "\u6211\u4eec\u6700\u540e\u9700\u8981\u7684\u662f\u4e00\u4e2a\u635f\u5931\u51fd\u6570\u548c\u4e00\u4e2a\u4f18\u5316\u5668": 92, "\u5982\u672c\u89c6\u9891\u524d\u9762\u6240\u8ba8\u8bba\u7684": 92, "\u662f\u8861\u91cf\u6a21\u578b\u9884\u6d4b\u4e0e\u7406\u60f3\u8f93\u51fa\u4e4b\u95f4\u5dee\u8ddd\u7684\u6307\u6807": 92, "\u4ea4\u53c9\u71b5\u635f\u5931\u662f\u50cf\u6211\u4eec\u8fd9\u6837\u7684\u5206\u7c7b\u6a21\u578b\u7684\u5178\u578b\u635f\u5931\u51fd\u6570": 92, "\u662f\u9a71\u52a8\u5b66\u4e60\u7684\u5173\u952e": 92, "\u6211\u4eec\u521b\u5efa\u4e86\u4e00\u4e2a\u5b9e\u73b0": 92, "\u968f\u673a\u68af\u5ea6\u4e0b\u964d": 92, "\u7684\u4f18\u5316\u5668": 92, "\u8fd9\u662f\u6700\u76f4\u63a5\u7684\u4f18\u5316\u7b97\u6cd5\u4e4b\u4e00": 92, "\u9664\u4e86\u7b97\u6cd5\u7684\u53c2\u6570": 92, "\u5982\u5b66\u4e60\u7387": 92, "\u548c\u52a8\u91cf": 92, "\u4e4b\u5916": [92, 93, 230], "\u6211\u4eec\u8fd8\u4f20\u5165\u4e86": 92, "\u5b83\u662f\u6a21\u578b\u4e2d\u6240\u6709\u5b66\u4e60\u6743\u91cd\u7684\u96c6\u5408": 92, "\u8fd9\u662f\u4f18\u5316\u5668\u8981\u8c03\u6574\u7684\u5bf9\u8c61": 92, "\u6240\u6709\u8fd9\u4e9b\u90fd\u88ab\u7ec4\u88c5\u5230\u8bad\u7ec3\u5faa\u73af\u4e2d": 92, "\u7ee7\u7eed\u8fd0\u884c\u8fd9\u4e2a\u5355\u5143\u683c": 92, "\u5b83\u53ef\u80fd\u9700\u8981\u51e0\u5206\u949f\u624d\u80fd\u6267\u884c": 92, "\u5728\u6570\u636e\u96c6\u4e0a\u5faa\u73af\u591a\u6b21": [92, 94], "\u83b7\u53d6\u8f93\u5165": [92, 251], "\u5c06\u53c2\u6570\u68af\u5ea6\u5f52\u96f6": 92, "\u53cd\u5411": [92, 251], "\u6253\u5370\u7edf\u8ba1\u4fe1\u606f": [92, 251], "\u6bcf": 92, "\u4e2a\u5c0f\u6279\u6b21\u6253\u5370\u4e00\u6b21": 92, "\u6211\u4eec\u53ea\u8fdb\u884c\u4e86": 92, "\u4e2a\u8bad\u7ec3\u8f6e\u6b21": 92, "\u7b2c": 92, "\u884c": 92, "\u4e5f\u5c31\u662f\u5728\u8bad\u7ec3\u6570\u636e\u96c6\u4e0a\u8fdb\u884c\u4e86\u4e24\u6b21\u5b8c\u6574\u904d\u5386": 92, "\u6bcf\u6b21\u904d\u5386\u90fd\u6709\u4e00\u4e2a\u5185\u90e8\u5faa\u73af": 92, "\u904d\u5386\u8bad\u7ec3\u6570\u636e": 92, "\u63d0\u4f9b\u7ecf\u8fc7\u8f6c\u6362\u7684\u8f93\u5165\u56fe\u50cf\u6279\u6b21\u53ca\u5176\u6b63\u786e\u6807\u7b7e": 92, "\u5c06\u68af\u5ea6\u5f52\u96f6": [92, 96, 248], "\u662f\u4e00\u4e2a\u91cd\u8981\u6b65\u9aa4": 92, "\u68af\u5ea6\u4f1a\u5728\u4e00\u4e2a\u6279\u6b21\u4e0a\u7d2f\u79ef": 92, "\u5982\u679c\u6211\u4eec\u4e0d\u4e3a\u6bcf\u4e2a\u6279\u6b21\u91cd\u7f6e\u5b83\u4eec": 92, "\u5b83\u4eec\u5c06\u7ee7\u7eed\u7d2f\u79ef": 92, "\u4ece\u800c\u63d0\u4f9b\u9519\u8bef\u7684\u68af\u5ea6\u503c": 92, "\u4f7f\u5b66\u4e60\u53d8\u5f97\u4e0d\u53ef\u80fd": 92, "\u5728\u7b2c": 92, "\u6211\u4eec": 92, "\u8981\u6c42\u6a21\u578b\u5bf9\u8fd9\u4e2a\u6279\u6b21\u8fdb\u884c\u9884\u6d4b": 92, "\u5728\u4e0b\u4e00\u884c": 92, "\u6211\u4eec\u8ba1\u7b97\u635f\u5931": 92, "\u6a21\u578b\u9884\u6d4b": 92, "\u6b63\u786e\u8f93\u51fa": 92, "\u4e4b\u95f4\u7684\u5dee\u5f02": 92, "\u6211\u4eec\u8fdb\u884c": 92, "\u4f20\u64ad": 92, "\u8ba1\u7b97\u5c06\u6307\u5bfc\u5b66\u4e60\u7684\u68af\u5ea6": 92, "\u4f18\u5316\u5668\u6267\u884c\u4e00\u6b65\u5b66\u4e60": 92, "\u5b83\u4f7f\u7528": 92, "\u8c03\u7528\u5f97\u5230\u7684\u68af\u5ea6\u6765\u8c03\u6574\u5b66\u4e60\u6743\u91cd": 92, "\u4ee5\u51cf\u5c0f\u635f\u5931": 92, "\u5faa\u73af\u7684\u5176\u4f59\u90e8\u5206\u5bf9\u8f6e\u6b21\u53f7": 92, "\u5df2\u5b8c\u6210\u7684\u8bad\u7ec3\u5b9e\u4f8b\u6570\u4ee5\u53ca\u8bad\u7ec3\u5faa\u73af\u4e2d\u6536\u96c6\u7684\u635f\u5931\u8fdb\u884c\u4e86\u4e00\u4e9b\u8f7b\u91cf\u7ea7\u62a5\u544a": 92, "\u4f60\u5e94\u8be5\u4f1a\u770b\u5230\u7c7b\u4f3c\u8fd9\u6837\u7684\u8f93\u51fa": 92, "235": [92, 109], "940": 92, "6000": 92, "8000": [92, 247], "573": 92, "507": 92, "12000": 92, "442": 92, "378": 92, "364": 92, "319": [92, 239], "284": [92, 164], "267": 92, "\u6ce8\u610f\u635f\u5931\u503c\u662f\u5355\u8c03\u4e0b\u964d\u7684": 92, "\u8868\u660e\u6211\u4eec\u7684\u6a21\u578b\u5728\u7ee7\u7eed\u63d0\u9ad8\u5176\u5728\u8bad\u7ec3\u6570\u636e\u96c6\u4e0a\u7684\u6027\u80fd": 92, "\u4f5c\u4e3a\u6700\u540e\u4e00\u6b65": 92, "\u6211\u4eec\u5e94\u8be5\u68c0\u67e5\u6a21\u578b\u662f\u5426\u771f\u6b63\u505a\u5230\u4e86": 92, "\u6cdb\u5316": 92, "\u5b66\u4e60": [92, 104], "\u800c\u4e0d\u662f\u7b80\u5355\u5730": 92, "\u8bb0\u4f4f": 92, "\u4e86\u6570\u636e\u96c6": 92, "\u8fd9\u88ab\u79f0\u4e3a": 92, "\u8fc7\u62df\u5408": 92, "\u901a\u5e38\u8868\u660e\u6570\u636e\u96c6\u592a\u5c0f": 92, "\u6ca1\u6709\u8db3\u591f\u7684\u6837\u672c\u8fdb\u884c\u6cdb\u5316\u5b66\u4e60": 92, "\u6216\u8005\u6a21\u578b\u7684\u5b66\u4e60\u53c2\u6570\u6bd4\u6b63\u786e\u5efa\u6a21\u6570\u636e\u96c6\u6240\u9700\u7684\u66f4\u591a": 92, "\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u6570\u636e\u96c6\u88ab\u5206\u4e3a\u8bad\u7ec3\u548c\u6d4b\u8bd5\u5b50\u96c6\u7684\u539f\u56e0": 92, "\u4e3a\u4e86\u6d4b\u8bd5\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b": 92, "\u6211\u4eec\u8981\u6c42\u5b83\u5bf9\u4ece\u672a\u8bad\u7ec3\u8fc7\u7684\u6570\u636e\u8fdb\u884c\u9884\u6d4b": 92, "\u5982\u679c\u4f60\u4e00\u76f4\u8ddf\u968f\u4e0b\u6765": 92, "\u4f60\u5e94\u8be5\u4f1a\u770b\u5230\u6a21\u578b\u5728\u8fd9\u4e00\u70b9\u4e0a\u7684\u51c6\u786e\u7387\u5927\u7ea6\u4e3a": 92, "\u8fd9\u5e76\u4e0d\u662f\u6700\u5148\u8fdb\u7684\u6c34\u5e73": 92, "\u4f46\u6bd4\u968f\u673a\u8f93\u51fa\u7684": 92, "\u51c6\u786e\u7387\u8981\u597d\u5f97\u591a": 92, "\u8fd9\u8bc1\u660e\u4e86\u6a21\u578b\u786e\u5b9e\u53d1\u751f\u4e86\u4e00\u4e9b\u6cdb\u5316\u5b66\u4e60": 92, "\u5728\u8fd9\u4e2a\u89c6\u9891\u4e2d": 93, "\u6211\u4eec\u5c06\u8ba8\u8bba": 93, "\u63d0\u4f9b\u7684\u4e00\u4e9b\u7528\u4e8e\u6784\u5efa\u6df1\u5ea6\u5b66\u4e60\u7f51\u7edc\u7684\u5de5\u5177": 93, "\u9664\u4e86": [93, 230], "\u6211\u4eec\u5728\u672c\u89c6\u9891\u4e2d\u8ba8\u8bba\u7684\u6240\u6709\u7c7b\u90fd\u662f": 93, "\u7684\u57fa\u7c7b": 93, "\u65e8\u5728\u5c01\u88c5\u7279\u5b9a\u4e8e": 93, "\u6a21\u578b\u53ca\u5176\u7ec4\u4ef6\u7684\u884c\u4e3a": 93, "\u7684\u4e00\u4e2a\u91cd\u8981\u884c\u4e3a\u662f\u6ce8\u518c\u53c2\u6570": 93, "\u5982\u679c\u7279\u5b9a\u7684": 93, "\u5b50\u7c7b\u5177\u6709\u5b66\u4e60\u6743\u91cd": 93, "\u8fd9\u4e9b\u6743\u91cd\u5c06\u8868\u793a\u4e3a": 93, "\u7c7b\u662f": 93, "\u5177\u6709\u7279\u6b8a\u884c\u4e3a": 93, "\u5373\u5f53\u5b83\u4eec\u88ab\u5206\u914d\u4e3a": 93, "\u7684\u5c5e\u6027\u65f6": 93, "\u5b83\u4eec\u5c06\u88ab\u6dfb\u52a0\u5230\u8be5\u6a21\u5757\u7684\u53c2\u6570\u5217\u8868\u4e2d": 93, "\u7c7b\u4e0a\u7684": 93, "\u65b9\u6cd5\u8bbf\u95ee\u8fd9\u4e9b\u53c2\u6570": 93, "\u4f5c\u4e3a\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50": 93, "\u8fd9\u91cc\u6709\u4e00\u4e2a\u975e\u5e38\u7b80\u5355\u7684\u6a21\u578b": 93, "\u5305\u542b\u4e24\u4e2a\u7ebf\u6027\u5c42\u548c\u4e00\u4e2a\u6fc0\u6d3b\u51fd\u6570": 93, "\u6211\u4eec\u5c06\u521b\u5efa\u5b83\u7684\u4e00\u4e2a\u5b9e\u4f8b": 93, "\u5e76\u8981\u6c42\u5b83\u62a5\u544a\u5176\u53c2\u6570": 93, "linear1": [93, 103, 253], "linear2": [93, 103, 253], "njust": 93, "nmodel": 93, "\u8fd9\u663e\u793a\u4e86": 93, "\u6a21\u578b\u7684\u57fa\u672c\u7ed3\u6784": 93, "\u65b9\u6cd5\u5b9a\u4e49\u6a21\u578b\u7684\u5c42\u548c\u5176\u4ed6\u7ec4\u4ef6": 93, "\u8fd8\u6709\u4e00\u4e2a": 93, "\u65b9\u6cd5\u6267\u884c\u8ba1\u7b97": 93, "\u6ce8\u610f\u6211\u4eec\u53ef\u4ee5\u6253\u5370\u6a21\u578b\u6216\u4efb\u4f55\u5b50\u6a21\u5757": 93, "\u4ee5\u4e86\u89e3\u5176\u7ed3\u6784": 93, "\u6700\u57fa\u672c\u7684\u795e\u7ecf\u7f51\u7edc\u5c42\u7c7b\u578b\u662f": 93, "\u7ebf\u6027": 93, "\u5168\u8fde\u63a5": 93, "\u8fd9\u662f\u4e00\u79cd\u6bcf\u4e2a\u8f93\u5165\u90fd\u4f1a\u5f71\u54cd\u8be5\u5c42\u6bcf\u4e2a\u8f93\u51fa\u7684\u5c42": 93, "\u5176\u5f71\u54cd\u7a0b\u5ea6\u7531\u5c42\u7684\u6743\u91cd\u6307\u5b9a": 93, "\u5982\u679c\u4e00\u4e2a\u6a21\u578b\u6709": 93, "\u4e2a\u8f93\u5165\u548c": 93, "\u4e2a\u8f93\u51fa": 93, "\u6743\u91cd\u5c06\u662f\u4e00\u4e2a": 93, "\u77e9\u9635": [93, 95], "lin": [93, 99, 104, 138, 158, 173, 174, 175, 210], "nweight": 93, "noutput": 93, "\u5982\u679c\u4f60\u5c06": 93, "\u4e0e\u7ebf\u6027\u5c42\u7684\u6743\u91cd\u76f8\u4e58": 93, "\u5e76\u52a0\u4e0a\u504f\u7f6e": 93, "\u4f60\u4f1a\u53d1\u73b0\u5f97\u5230\u7684\u662f\u8f93\u51fa\u5411\u91cf": 93, "\u53e6\u4e00\u4e2a\u9700\u8981\u6ce8\u610f\u7684\u91cd\u8981\u7279\u6027\u662f": 93, "\u5f53\u6211\u4eec\u7528": 93, "\u68c0\u67e5\u5c42\u7684\u6743\u91cd\u65f6": 93, "\u5b83\u5c06\u81ea\u5df1\u62a5\u544a\u4e3a\u4e00\u4e2a": 93, "\u5e76\u8ba9\u6211\u4eec\u77e5\u9053\u5b83\u6b63\u5728\u4f7f\u7528": 93, "\u8ddf\u8e2a\u68af\u5ea6": 93, "\u4e0d\u540c\u7684\u9ed8\u8ba4\u884c\u4e3a": 93, "\u7ebf\u6027\u5c42\u5728\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u4e2d\u88ab\u5e7f\u6cdb\u4f7f\u7528": 93, "\u4f60\u4f1a\u7ecf\u5e38\u5728\u5206\u7c7b\u5668\u6a21\u578b\u7684\u672b\u7aef\u770b\u5230\u5b83\u4eec": 93, "\u5176\u4e2d\u6700\u540e\u4e00\u5c42\u5c06\u6709": 93, "\u662f\u5206\u7c7b\u5668\u6240\u5904\u7406\u7684\u7c7b\u522b\u6570": 93, "\u5377\u79ef": [93, 231], "\u5c42\u88ab\u8bbe\u8ba1\u7528\u4e8e\u5904\u7406\u5177\u6709\u9ad8\u5ea6\u7a7a\u95f4\u76f8\u5173\u6027\u7684\u6570\u636e": 93, "\u5b83\u4eec\u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\u975e\u5e38\u5e38\u7528": 93, "\u7528\u4e8e\u68c0\u6d4b\u7ec4\u6210\u66f4\u9ad8\u7ea7\u7279\u5f81\u7684\u7d27\u5bc6\u7279\u5f81\u7ec4": 93, "\u5b83\u4eec\u4e5f\u51fa\u73b0\u5728\u5176\u4ed6\u4e0a\u4e0b\u6587\u4e2d": 93, "\u5e94\u7528\u7a0b\u5e8f\u4e2d": 93, "\u4e00\u4e2a\u5355\u8bcd\u7684\u76f4\u63a5\u4e0a\u4e0b\u6587": 93, "\u5373\u5e8f\u5217\u4e2d\u9644\u8fd1\u7684\u5176\u4ed6\u5355\u8bcd": 93, "\u53ef\u80fd\u4f1a\u5f71\u54cd\u53e5\u5b50\u7684\u542b\u4e49": 93, "\u6211\u4eec\u5728\u4e4b\u524d\u7684\u89c6\u9891\u4e2d\u770b\u5230\u4e86": 93, "lenet5": 93, "\u4e2d\u7684\u5377\u79ef\u5c42": 93, "\u8f93\u5165\u56fe\u50cf\u901a\u9053": 93, "\u8f93\u51fa\u901a\u9053": 93, "\u5e73\u65b9\u5377\u79ef\u6838": 93, "\u6765\u81ea\u56fe\u50cf\u7ef4\u5ea6": 93, "\u8ba9\u6211\u4eec\u5206\u89e3\u4e00\u4e0b\u8fd9\u4e2a\u6a21\u578b\u4e2d\u5377\u79ef\u5c42\u7684\u5de5\u4f5c\u539f\u7406": 93, "\u65e8\u5728\u63a5\u53d7": 93, "1x32x32": 93, "\u5377\u79ef\u5c42\u6784\u9020\u51fd\u6570\u7684\u7b2c\u4e00\u4e2a\u53c2\u6570\u662f\u8f93\u5165\u901a\u9053\u6570": 93, "\u8fd9\u91cc\u662f": 93, "\u5982\u679c\u6211\u4eec\u6784\u5efa\u8fd9\u4e2a\u6a21\u578b\u6765\u67e5\u770b": 93, "\u8272\u5f69\u901a\u9053": 93, "\u5b83\u5c06\u662f": 93, "\u5377\u79ef\u5c42\u5c31\u50cf\u4e00\u4e2a\u626b\u63cf\u56fe\u50cf\u7684\u7a97\u53e3": 93, "\u5bfb\u627e\u5b83\u80fd\u8bc6\u522b\u7684\u6a21\u5f0f": 93, "\u8fd9\u4e9b\u6a21\u5f0f\u88ab\u79f0\u4e3a": 93, "\u7279\u5f81": 93, "\u5377\u79ef\u5c42\u7684\u4e00\u4e2a\u53c2\u6570\u662f\u6211\u4eec\u5e0c\u671b\u5b83\u5b66\u4e60\u7684\u7279\u5f81\u6570\u91cf": 93, "\u6784\u9020\u51fd\u6570\u7684\u7b2c\u4e8c\u4e2a\u53c2\u6570\u662f\u8f93\u51fa\u7279\u5f81\u7684\u6570\u91cf": 93, "\u6211\u4eec\u8981\u6c42\u6211\u4eec\u7684\u5c42\u5b66\u4e60": 93, "\u4e2a\u7279\u5f81": 93, "\u5c31\u5728\u4e0a\u9762": 93, "\u6211\u5c06\u5377\u79ef\u5c42\u6bd4\u4f5c\u4e00\u4e2a\u7a97\u53e3": 93, "\u4f46\u662f\u7a97\u53e3\u6709\u591a\u5927": 93, "\u7b2c\u4e09\u4e2a\u53c2\u6570\u662f\u7a97\u53e3\u6216\u5185\u6838\u5927\u5c0f": 93, "\u6570\u5b57": 93, "\u610f\u5473\u7740\u6211\u4eec\u9009\u62e9\u4e86\u4e00\u4e2a": 93, "\u7684\u5185\u6838": 93, "\u5982\u679c\u4f60\u5e0c\u671b\u5185\u6838\u7684\u9ad8\u5ea6\u4e0e\u5bbd\u5ea6\u4e0d\u540c": 93, "\u4f60\u53ef\u4ee5\u4e3a\u6b64\u53c2\u6570\u6307\u5b9a\u4e00\u4e2a\u5143\u7ec4": 93, "\u6765\u83b7\u5f97\u4e00\u4e2a": 93, "3x5": 93, "\u7684\u5377\u79ef\u6838": 93, "\u5377\u79ef\u5c42\u7684\u8f93\u51fa\u662f\u4e00\u4e2a": 93, "\u6fc0\u6d3b\u6620\u5c04": 93, "\u8f93\u5165\u5f20\u91cf\u4e2d\u7279\u5f81\u5b58\u5728\u7684\u7a7a\u95f4\u8868\u793a": 93, "\u5c06\u7ed9\u6211\u4eec\u4e00\u4e2a": 93, "6x28x28": 93, "\u7684\u8f93\u51fa\u5f20\u91cf": [93, 95], "\u662f\u7279\u5f81\u6570": 93, "\u662f\u6620\u5c04\u7684\u9ad8\u5ea6\u548c\u5bbd\u5ea6": 93, "\u6765\u81ea\u4e8e\u5f53\u5728": 93, "\u50cf\u7d20\u884c\u4e0a\u626b\u63cf": 93, "\u50cf\u7d20\u7a97\u53e3\u65f6": 93, "\u53ea\u6709": 93, "\u4e2a\u6709\u6548\u4f4d\u7f6e\u7684\u4e8b\u5b9e": 93, "\u6211\u4eec\u5c06\u5377\u79ef\u7684\u8f93\u51fa\u901a\u8fc7": 93, "\u7a0d\u540e\u5c06\u8ba8\u8bba\u6fc0\u6d3b\u51fd\u6570": 93, "\u7136\u540e\u901a\u8fc7\u6700\u5927\u6c60\u5316\u5c42": 93, "\u6700\u5927\u6c60\u5316\u5c42\u5c06\u6fc0\u6d3b\u6620\u5c04\u4e2d\u5f7c\u6b64\u9760\u8fd1\u7684\u7279\u5f81\u7ec4\u5408\u5728\u4e00\u8d77": 93, "\u5b83\u901a\u8fc7\u51cf\u5c0f\u5f20\u91cf\u6765\u5b9e\u73b0\u8fd9\u4e00\u70b9": 93, "\u5c06\u8f93\u51fa\u4e2d\u6bcf\u4e2a": 93, "\u7ec4\u7684\u5355\u5143\u683c\u5408\u5e76\u4e3a\u4e00\u4e2a\u5355\u5143\u683c": 93, "\u5e76\u5c06\u8be5\u5355\u5143\u683c\u7684\u503c\u5206\u914d\u4e3a\u7ec4\u6210\u5b83\u7684": 93, "\u4e2a\u5355\u5143\u683c\u4e2d\u7684\u6700\u5927\u503c": 93, "\u8fd9\u7ed9\u4e86\u6211\u4eec\u4e00\u4e2a\u8f83\u4f4e\u5206\u8fa8\u7387\u7684\u6fc0\u6d3b\u6620\u5c04": 93, "\u5c3a\u5bf8\u4e3a": 93, "6x14x14": 93, "\u6211\u4eec\u7684\u4e0b\u4e00\u4e2a\u5377\u79ef\u5c42": 93, "\u671f\u671b": 93, "\u4e2a\u8f93\u5165\u901a\u9053": 93, "\u5bf9\u5e94\u4e8e\u7b2c\u4e00\u5c42\u5bfb\u627e\u7684": 93, "\u6709": 93, "\u5e76\u4e14\u5185\u6838\u5927\u5c0f\u4e3a": 93, "3x3": 93, "\u5b83\u8f93\u51fa\u4e00\u4e2a": 93, "16x12x12": 93, "\u7684\u6fc0\u6d3b\u6620\u5c04": 93, "\u518d\u6b21\u901a\u8fc7\u6700\u5927\u6c60\u5316\u5c42\u51cf\u5c0f\u5230": 93, "16x6x6": 93, "\u5728\u5c06\u6b64\u8f93\u51fa\u4f20\u9012\u7ed9\u7ebf\u6027\u5c42\u4e4b\u524d": 93, "\u5b83\u88ab\u91cd\u65b0\u6574\u5f62\u4e3a\u4e00\u4e2a": 93, "576": 93, "\u5143\u7d20\u5411\u91cf": 93, "\u4f9b\u4e0b\u4e00\u5c42\u4f7f\u7528": 93, "\u6709\u9488\u5bf9": 93, "\u5f20\u91cf\u7684\u5377\u79ef\u5c42": 93, "\u5377\u79ef\u5c42\u6784\u9020\u51fd\u6570\u8fd8\u6709\u8bb8\u591a\u5176\u4ed6\u53ef\u9009\u53c2\u6570": 93, "\u5305\u62ec\u6b65\u957f\u957f\u5ea6": 93, "\u53ea\u626b\u63cf\u6bcf\u7b2c\u4e8c\u4e2a\u6216\u6bcf\u7b2c\u4e09\u4e2a\u4f4d\u7f6e": 93, "\u586b\u5145": 93, "\u56e0\u6b64\u4f60\u53ef\u4ee5\u626b\u63cf\u5230\u8f93\u5165\u7684\u8fb9\u7f18": 93, "\u7b49\u7b49": 93, "\u66f4\u591a\u4fe1\u606f\u8bf7\u53c2\u89c1": 93, "\u5faa\u73af\u795e\u7ecf\u7f51\u7edc": 93, "\u7528\u4e8e\u5e8f\u5217\u6570\u636e": 93, "\u4ece\u79d1\u5b66\u4eea\u5668\u7684\u65f6\u95f4\u5e8f\u5217\u6d4b\u91cf\u5230\u81ea\u7136\u8bed\u8a00\u53e5\u5b50\u518d\u5230": 93, "dna": 93, "\u6838\u82f7\u9178": 93, "\u901a\u8fc7\u7ef4\u62a4\u4e00\u4e2a": 93, "\u9690\u85cf\u72b6\u6001": 93, "\u6765\u5b9e\u73b0\u8fd9\u4e00\u70b9": 93, "\u8be5\u9690\u85cf\u72b6\u6001\u5145\u5f53\u4e00\u79cd\u8bb0\u5fc6": 93, "\u8bb0\u5f55\u5230\u76ee\u524d\u4e3a\u6b62\u5b83\u5728\u5e8f\u5217\u4e2d\u770b\u5230\u7684\u5185\u5bb9": 93, "\u5c42\u7684\u5185\u90e8\u7ed3\u6784": 93, "\u6216\u5176\u53d8\u4f53": 93, "\u957f\u77ed\u671f\u8bb0\u5fc6": 93, "\u95e8\u63a7\u5faa\u73af\u5355\u5143": 93, "\u76f8\u5f53\u590d\u6742": 93, "\u8d85\u51fa\u4e86\u672c\u89c6\u9891\u7684\u8303\u56f4": 93, "\u4f46\u6211\u4eec\u5c06\u5411\u4f60\u5c55\u793a\u57fa\u4e8e": 93, "\u7684\u8bcd\u6027\u6807\u6ce8\u5668": 93, "\u4e00\u79cd\u5206\u7c7b\u5668": 93, "\u7528\u4e8e\u544a\u8bc9\u4f60\u4e00\u4e2a\u5355\u8bcd\u662f\u540d\u8bcd": 93, "\u52a8\u8bcd\u7b49": 93, "\u7684\u6837\u5b50": 93, "lstmtagger": [93, 102], "vocab_s": [93, 98, 99, 102, 103, 115, 118, 138, 145, 186, 221], "tagset_s": [93, 98, 102], "word_embed": [93, 102], "\u63a5\u53d7\u8bcd\u5d4c\u5165\u4f5c\u4e3a\u8f93\u5165": 93, "\u5e76\u8f93\u51fa\u7ef4\u5ea6\u4e3a": 93, "\u7684\u9690\u85cf\u72b6\u6001": 93, "\u5c06\u4ece\u9690\u85cf\u72b6\u6001\u7a7a\u95f4\u6620\u5c04\u5230\u6807\u8bb0\u7a7a\u95f4\u7684\u7ebf\u6027\u5c42": 93, "hidden2tag": [93, 98, 102], "lstm_out": [93, 98, 102], "tag_spac": [93, 102], "tag_scor": [93, 102], "\u6784\u9020\u51fd\u6570\u6709\u56db\u4e2a\u53c2\u6570": 93, "\u662f\u8f93\u5165\u8bcd\u6c47\u8868\u4e2d\u5355\u8bcd\u7684\u6570\u91cf": 93, "\u6bcf\u4e2a\u5355\u8bcd\u662f\u4e00\u4e2a": 93, "\u7ef4\u7684\u4e00\u70ed\u5411\u91cf": 93, "\u6216\u5355\u4f4d\u5411\u91cf": 93, "\u662f\u8f93\u51fa\u6807\u7b7e\u96c6\u7684\u5927\u5c0f": 93, "\u662f\u8bcd\u6c47\u7684": 93, "\u5d4c\u5165": 93, "\u7a7a\u95f4\u7684\u5927\u5c0f": 93, "\u5d4c\u5165\u5c06\u8bcd\u6c47\u6620\u5c04\u5230\u4e00\u4e2a\u4f4e\u7ef4\u7a7a\u95f4": 93, "\u5728\u8be5\u7a7a\u95f4\u4e2d": 93, "\u610f\u4e49\u76f8\u4f3c\u7684\u5355\u8bcd\u5f7c\u6b64\u63a5\u8fd1": 93, "\u7684\u8bb0\u5fc6\u5927\u5c0f": 93, "\u8f93\u5165\u5c06\u662f\u4e00\u4e2a\u53e5\u5b50": 93, "\u5355\u8bcd\u8868\u793a\u4e3a\u4e00\u70ed\u5411\u91cf\u7684\u7d22\u5f15": 93, "\u5d4c\u5165\u5c42\u5c06\u628a\u8fd9\u4e9b\u6620\u5c04\u5230\u4e00\u4e2a": 93, "\u7ef4\u7684\u7a7a\u95f4": 93, "\u63a5\u6536\u8fd9\u4e2a\u5d4c\u5165\u5e8f\u5217\u5e76\u5bf9\u5176\u8fdb\u884c\u8fed\u4ee3": 93, "\u4ea7\u751f\u4e00\u4e2a\u957f\u5ea6\u4e3a": 93, "\u7684\u8f93\u51fa\u5411\u91cf": 93, "\u6700\u540e\u7684\u7ebf\u6027\u5c42\u5145\u5f53\u5206\u7c7b\u5668": 93, "\u5c06\u6700\u540e\u4e00\u5c42\u7684\u8f93\u51fa\u901a\u8fc7": 93, "\u8f6c\u6362\u4e3a\u4e00\u7ec4\u5f52\u4e00\u5316\u7684\u4f30\u8ba1\u6982\u7387": 93, "\u8868\u793a\u7ed9\u5b9a\u5355\u8bcd\u6620\u5c04\u5230\u7ed9\u5b9a\u6807\u7b7e\u7684\u6982\u7387": 93, "\u5982\u679c\u4f60\u60f3\u770b\u770b\u8fd9\u4e2a\u7f51\u7edc\u7684\u5b9e\u9645\u8fd0\u884c\u60c5\u51b5": 93, "\u53ef\u4ee5\u67e5\u770b": 93, "\u4e0a\u7684": [93, 121, 238, 258], "\u5e8f\u5217\u6a21\u578b\u548c": 93, "\u7f51\u7edc": 93, "\u6559\u7a0b": [93, 104, 238, 239, 246, 248, 257], "\u662f\u591a\u7528\u9014\u7f51\u7edc": 93, "\u9886\u57df\u53d6\u5f97\u4e86\u6700\u5148\u8fdb\u7684\u6210\u679c": 93, "\u8ba8\u8bba\u8f6c\u6362\u5668\u67b6\u6784\u8d85\u51fa\u4e86\u672c\u89c6\u9891\u7684\u8303\u56f4": 93, "\u5141\u8bb8\u4f60\u5b9a\u4e49\u8f6c\u6362\u5668\u6a21\u578b\u7684\u6574\u4f53\u53c2\u6570": 93, "\u6ce8\u610f\u529b\u5934\u7684\u6570\u91cf": 93, "\u7f16\u7801\u5668\u548c\u89e3\u7801\u5668\u5c42\u7684\u6570\u91cf": 93, "\u548c\u6fc0\u6d3b\u51fd\u6570\u7b49": 93, "\u4f60\u751a\u81f3\u53ef\u4ee5\u7528\u6b63\u786e\u7684\u53c2\u6570\u4ece\u8fd9\u4e2a\u5355\u4e00\u7c7b\u6784\u5efa": 93, "\u7c7b\u8fd8\u5305\u542b\u5c01\u88c5\u5355\u4e2a\u7ec4\u4ef6": 93, "transformerdecod": 93, "\u548c\u5b50\u7ec4\u4ef6": 93, "transformerdecoderlay": 93, "\u8be6\u60c5\u8bf7\u67e5\u770b": [93, 227], "\u4e2d\u5173\u4e8e\u8f6c\u6362\u5668\u7c7b\u7684\u5185\u5bb9": 93, "\u4ee5\u53ca": [93, 104, 232], "\u4e0a\u76f8\u5173\u7684": 93, "\u8fd8\u6709\u5176\u4ed6\u7c7b\u578b\u7684\u5c42\u6267\u884c\u6a21\u578b\u4e2d\u7684\u91cd\u8981\u529f\u80fd": 93, "\u4f46\u5b83\u4eec\u81ea\u8eab\u4e0d\u53c2\u4e0e\u5b66\u4e60\u8fc7\u7a0b": 93, "\u6700\u5927\u6c60\u5316": 93, "\u53ca\u5176\u5b6a\u751f\u5c42\u6700\u5c0f\u6c60\u5316": 93, "\u901a\u8fc7\u7ec4\u5408\u5355\u5143\u5e76\u5c06\u8f93\u5165\u5355\u5143\u7684\u6700\u5927\u503c\u5206\u914d\u7ed9\u8f93\u51fa\u5355\u5143\u6765\u51cf\u5c0f\u5f20\u91cf": 93, "\u6211\u4eec\u4e4b\u524d\u770b\u5230\u8fc7\u8fd9\u4e00\u70b9": 93, "maxpool_lay": 93, "\u5982\u679c\u4f60\u4ed4\u7ec6\u89c2\u5bdf\u4e0a\u9762\u7684\u503c": 93, "\u4f60\u4f1a\u53d1\u73b0\u6700\u5927\u6c60\u5316\u8f93\u51fa\u4e2d\u7684\u6bcf\u4e2a\u503c\u90fd\u662f": 93, "6x6": 93, "\u8f93\u5165\u7684\u6bcf\u4e2a\u8c61\u9650\u7684\u6700\u5927\u503c": 93, "\u5f52\u4e00\u5316\u5c42": 93, "\u5728\u5c06\u4e00\u5c42\u7684\u8f93\u51fa\u9988\u9001\u5230\u53e6\u4e00\u5c42\u4e4b\u524d": 93, "\u91cd\u65b0\u5c45\u4e2d\u5e76\u5f52\u4e00\u5316\u8f93\u51fa": 93, "\u5c45\u4e2d\u548c\u7f29\u653e\u4e2d\u95f4\u5f20\u91cf\u6709\u8bb8\u591a\u6709\u76ca\u7684\u6548\u679c": 93, "\u4f8b\u5982\u8ba9\u4f60\u53ef\u4ee5\u4f7f\u7528\u66f4\u9ad8\u7684\u5b66\u4e60\u7387\u800c\u4e0d\u4f1a\u51fa\u73b0\u68af\u5ea6\u7206\u70b8": 93, "\u6d88\u5931": 93, "norm_lay": [93, 135], "batchnorm1d": 93, "normed_tensor": 93, "\u8fd0\u884c\u4e0a\u9762\u7684\u5355\u5143\u683c": 93, "\u6211\u4eec\u4e3a\u8f93\u5165\u5f20\u91cf\u6dfb\u52a0\u4e86\u4e00\u4e2a\u5927\u7684\u7f29\u653e\u56e0\u5b50\u548c\u504f\u79fb\u91cf": 93, "\u4f60\u5e94\u8be5\u4f1a\u770b\u5230\u8f93\u5165\u5f20\u91cf\u7684": 93, "\u5de6\u53f3": 93, "\u7ecf\u8fc7\u5f52\u4e00\u5316\u5c42\u5904\u7406\u540e": 93, "\u4f60\u53ef\u4ee5\u770b\u5230\u503c\u53d8\u5c0f\u4e86": 93, "\u5e76\u4e14\u56f4\u7ed5\u7740": 93, "\u5206\u5e03": [93, 230], "\u5e73\u5747\u503c\u5e94\u8be5\u975e\u5e38\u5c0f": 93, "\u8fd9\u662f\u6709\u76ca\u7684": 93, "\u56e0\u4e3a\u8bb8\u591a\u6fc0\u6d3b\u51fd\u6570": 93, "\u4e0b\u9762\u5c06\u8ba8\u8bba": 93, "\u4f46\u6709\u65f6\u5bf9\u4e8e\u5c06\u5b83\u4eec\u63a8\u79bb": 93, "\u5f88\u8fdc\u7684\u8f93\u5165\u4f1a\u9047\u5230\u68af\u5ea6\u6d88\u5931\u6216\u7206\u70b8\u7684\u95ee\u9898": 93, "\u5c06\u6570\u636e\u4fdd\u6301\u5728\u6700\u9661\u68af\u5ea6\u533a\u57df\u5468\u56f4\u5c06\u503e\u5411\u4e8e\u610f\u5473\u7740\u66f4\u5feb": 93, "\u66f4\u597d\u7684\u5b66\u4e60\u548c\u66f4\u9ad8\u7684\u53ef\u884c\u5b66\u4e60\u7387": 93, "\u662f\u4e00\u79cd\u9f13\u52b1\u6a21\u578b": 93, "\u7a00\u758f\u8868\u793a": 93, "\u7684\u5de5\u5177": 93, "\u4e5f\u5c31\u662f\u8bf4": [93, 95], "\u63a8\u52a8\u5b83\u5728\u63a8\u7406\u65f6\u4f7f\u7528\u8f83\u5c11\u7684\u6570\u636e": 93, "\u5c42\u7684\u5de5\u4f5c\u539f\u7406\u662f\u5728": 93, "\u8bad\u7ec3\u671f\u95f4": 93, "\u968f\u673a\u8bbe\u7f6e\u8f93\u5165\u5f20\u91cf\u7684\u4e00\u90e8\u5206": 93, "\u5c42\u5728\u63a8\u7406\u65f6\u603b\u662f\u5173\u95ed\u7684": 93, "\u8fd9\u8feb\u4f7f\u6a21\u578b\u9488\u5bf9\u8fd9\u79cd\u63a9\u7801\u6216\u51cf\u5c11\u7684\u6570\u636e\u96c6\u8fdb\u884c\u5b66\u4e60": 93, "\u5bf9\u793a\u4f8b\u5f20\u91cf\u7684\u5f71\u54cd": 93, "\u4f60\u53ef\u4ee5\u4f7f\u7528\u53ef\u9009\u7684": 93, "\u53c2\u6570\u8bbe\u7f6e\u5355\u4e2a\u6743\u91cd\u4e22\u5f03\u7684\u6982\u7387": 93, "\u5982\u679c\u4e0d\u8bbe\u7f6e": 93, "\u9ed8\u8ba4\u4e3a": [93, 248], "\u6fc0\u6d3b\u51fd\u6570\u4f7f\u6df1\u5ea6\u5b66\u4e60\u6210\u4e3a\u53ef\u80fd": 93, "\u795e\u7ecf\u7f51\u7edc\u5b9e\u9645\u4e0a\u662f\u4e00\u4e2a\u7a0b\u5e8f": 93, "\u6709\u8bb8\u591a\u53c2\u6570": 93, "\u7528\u4e8e": 93, "\u6a21\u62df\u4e00\u4e2a\u6570\u5b66\u51fd\u6570": 93, "\u5982\u679c\u6211\u4eec\u53ea\u662f\u91cd\u590d\u5730\u5c06\u5f20\u91cf\u4e0e\u5c42\u6743\u91cd\u76f8\u4e58": 93, "\u6211\u4eec\u53ea\u80fd\u6a21\u62df": 93, "\u7ebf\u6027\u51fd\u6570": 93, "\u6709\u591a\u5c42\u4e5f\u6ca1\u6709\u610f\u4e49": 93, "\u56e0\u4e3a\u6574\u4e2a\u7f51\u7edc\u53ef\u4ee5\u7b80\u5316\u4e3a\u5355\u4e2a\u77e9\u9635\u4e58\u6cd5": 93, "\u5728\u5c42\u4e4b\u95f4\u63d2\u5165": 93, "\u6fc0\u6d3b\u51fd\u6570\u4f7f\u5f97\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u80fd\u591f\u6a21\u62df\u4efb\u4f55\u51fd\u6570": 93, "\u800c\u4e0d\u4ec5\u4ec5\u662f\u7ebf\u6027\u51fd\u6570": 93, "\u6709\u5c01\u88c5\u6240\u6709\u4e3b\u8981\u6fc0\u6d3b\u51fd\u6570\u7684\u5bf9\u8c61": 93, "\u53ca\u5176\u8bb8\u591a\u53d8\u4f53": 93, "hardtanh": [93, 110, 254], "\u7b49": [93, 95, 104, 111, 213, 232, 238, 248], "\u5b83\u8fd8\u5305\u62ec\u5176\u4ed6\u51fd\u6570": 93, "\u8fd9\u4e9b\u51fd\u6570\u5728\u6a21\u578b\u7684\u8f93\u51fa\u9636\u6bb5\u6700\u6709\u7528": 93, "\u635f\u5931\u51fd\u6570\u544a\u8bc9\u6211\u4eec\u6a21\u578b\u7684\u9884\u6d4b\u4e0e\u6b63\u786e\u7b54\u6848\u76f8\u5dee\u591a\u8fdc": 93, "\u5305\u542b\u5404\u79cd\u635f\u5931\u51fd\u6570": 93, "\u5305\u62ec\u5e38\u89c1\u7684": 93, "\u8303\u6570": 93, "\u4ea4\u53c9\u71b5\u635f\u5931\u548c\u8d1f\u5bf9\u6570\u4f3c\u7136\u635f\u5931": 93, "\u5bf9\u4e8e\u5206\u7c7b\u5668\u5f88\u6709\u7528": 93, "\u8981\u8fd0\u884c\u6b64\u6559\u7a0b": 94, "\u60a8\u9700\u8981\u5b89\u88c5pytorch": 94, "matplotlib\u548ctensorboard": 94, "\u5b89\u88c5\u5b8c\u4f9d\u8d56\u9879\u540e": 94, "\u8bf7\u5728\u5b89\u88c5\u5b83\u4eec\u7684python\u73af\u5883\u4e2d\u91cd\u65b0\u542f\u52a8\u6b64\u7b14\u8bb0\u672c": 94, "\u5728\u672c\u7b14\u8bb0\u672c\u4e2d": 94, "\u6211\u4eec\u5c06\u8bad\u7ec3lenet": 94, "5\u7684\u53d8\u4f53": 94, "\u9488\u5bf9fashion": 94, "mnist\u6570\u636e\u96c6": 94, "mnist\u662f\u4e00\u7ec4\u63cf\u7ed8\u5404\u79cd\u670d\u88c5\u7684\u56fe\u50cf\u74e6\u7247": 94, "\u6709\u5341\u4e2a\u7c7b\u6807\u7b7e\u6307\u793a\u6240\u63cf\u7ed8\u7684\u670d\u88c5\u7c7b\u578b": 94, "pytorch\u6a21\u578b\u548c\u8bad\u7ec3\u5fc5\u9700\u54c1": 94, "\u56fe\u50cf\u6570\u636e\u96c6\u548c\u56fe\u50cf\u64cd\u4f5c": 94, "\u56fe\u50cf\u663e\u793a": 94, "summarywrit": [94, 96, 170, 246], "\u5982\u679c\u60a8\u4f7f\u7528\u7684\u73af\u5883\u5b89\u88c5\u4e86tensorflow": 94, "\u5982googl": 94, "\u8bf7\u53d6\u6d88\u6ce8\u91ca\u4ee5\u4e0b\u4ee3\u7801\u4ee5\u907f\u514d\u5c06\u5d4c\u5165\u4fdd\u5b58\u5230tensorboard\u76ee\u5f55\u65f6\u51fa\u73b0\u9519\u8bef": 94, "tb": [94, 173, 174, 175], "gfile": 94, "tensorflow_stub": 94, "\u8ba9\u6211\u4eec\u4ece\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u793a\u4f8b\u56fe\u50cf\u6dfb\u52a0\u5230tensorboard\u5f00\u59cb": 94, "\u6536\u96c6\u6570\u636e\u96c6\u5e76\u51c6\u5907\u6d88\u8d39": 94, "data\u4e2d\u5b58\u50a8\u5355\u72ec\u7684\u8bad\u7ec3\u548c\u9a8c\u8bc1\u5206\u5272": 94, "training_set": [94, 96], "validation_set": [94, 96], "training_load": [94, 96], "validation_load": [94, 96], "\u7c7b\u6807\u7b7e": 94, "\u5185\u8054\u56fe\u50cf\u663e\u793a\u7684\u8f85\u52a9\u51fd\u6570": [94, 96], "matplotlib_imshow": [94, 96, 170], "one_channel": [94, 96, 170], "\u53cd\u5f52\u4e00\u5316": 94, "grei": [94, 96, 119, 170, 189], "\u63d0\u53d6\u4e00\u62794\u5f20\u56fe\u50cf": 94, "\u4ece\u56fe\u50cf\u521b\u5efa\u7f51\u683c\u5e76\u663e\u793a\u5b83\u4eec": [94, 96], "img_grid": [94, 96, 170], "\u6211\u4eec\u4f7f\u7528torchvision\u548cmatplotlib\u521b\u5efa\u4e86\u4e00\u4e2a\u8f93\u5165\u6570\u636e\u5c0f\u6279\u91cf\u7684\u53ef\u89c6\u7f51\u683c": 94, "\u4e0a\u4f7f\u7528": 94, "add_imag": [94, 170], "\u8c03\u7528\u6765\u8bb0\u5f55\u56fe\u50cf": 94, "\u4ee5\u4f9btensorboard\u4f7f\u7528": 94, "\u6211\u4eec\u8fd8\u8c03\u7528": 94, "\u4ee5\u786e\u4fdd\u5b83\u7acb\u5373\u5199\u5165\u78c1\u76d8": 94, "\u9ed8\u8ba4log_dir\u53c2\u6570\u4e3a": 94, "\u4f46\u6700\u597d\u660e\u786e\u6307\u5b9a": 94, "summarywriter\u5728\u4e0a\u9762\u5bfc\u5165": 94, "fashion_mnist_experiment_1": [94, 170], "\u5c06\u56fe\u50cf\u6570\u636e\u5199\u5165tensorboard\u65e5\u5fd7\u76ee\u5f55": 94, "\u8981\u67e5\u770b": 94, "\u8bf7\u5728\u547d\u4ee4\u884c\u4e0a\u542f\u52a8tensorboard": 94, "logdir": [94, 169, 170, 246], "\u5e76\u5728\u65b0\u7684\u6d4f\u89c8\u5668\u9009\u9879\u5361\u4e2d\u6253\u5f00http": 94, "6006": [94, 169, 170, 246], "\u5982\u679c\u60a8\u5728\u547d\u4ee4\u884c\u542f\u52a8tensorboard\u5e76\u5728\u65b0\u7684\u6d4f\u89c8\u5668\u9009\u9879\u5361\u4e2d\u6253\u5f00\u5b83": 94, "\u901a\u5e38\u5728": 94, "\u60a8\u5e94\u8be5\u5728images\u9009\u9879\u5361\u4e0b\u770b\u5230\u56fe\u50cf\u7f51\u683c": 94, "tensorboard\u5bf9\u4e8e\u8ddf\u8e2a\u8bad\u7ec3\u7684\u8fdb\u5ea6\u548c\u6548\u679c\u5f88\u6709\u7528": 94, "\u6211\u4eec\u5c06\u8fd0\u884c\u4e00\u4e2a\u8bad\u7ec3\u5faa\u73af": 94, "\u8ddf\u8e2a\u4e00\u4e9b\u6307\u6807": 94, "\u5e76\u4fdd\u5b58\u6570\u636e\u4ee5\u4f9btensorboard\u4f7f\u7528": 94, "\u8ba9\u6211\u4eec\u5b9a\u4e49\u4e00\u4e2a\u6a21\u578b\u6765\u5bf9\u6211\u4eec\u7684\u56fe\u50cf\u74e6\u7247\u8fdb\u884c\u5206\u7c7b": 94, "\u4ee5\u53ca\u7528\u4e8e\u8bad\u7ec3\u7684\u4f18\u5316\u5668\u548c\u635f\u5931\u51fd\u6570": 94, "\u73b0\u5728\u8ba9\u6211\u4eec\u8bad\u7ec3\u4e00\u4e2aepoch": 94, "\u5e76\u6bcf1000\u6279\u6b21\u8bc4\u4f30\u4e00\u6b21\u8bad\u7ec3\u4e0e\u9a8c\u8bc1\u96c6\u7684\u635f\u5931": 94, "\u57fa\u672c\u8bad\u7ec3\u5faa\u73af": 94, "\u6bcf1000\u4e2a\u5c0f\u6279\u91cf": 94, "\u5bf9\u7167\u9a8c\u8bc1\u96c6": 94, "running_vloss": [94, 96], "\u5728\u8bc4\u4f30\u6a21\u5f0f\u4e0b": 94, "\u53ef\u4ee5\u7701\u7565\u4e00\u4e9b\u7279\u5b9a\u4e8e\u6a21\u578b\u7684\u64cd\u4f5c": 94, "\u4f8b\u5982dropout\u5c42": 94, "\u5207\u6362\u5230\u8bc4\u4f30\u6a21\u5f0f": 94, "\u4f8b\u5982\u5173\u95ed\u6b63\u5219\u5316": 94, "vdata": [94, 96], "vinput": [94, 96], "vlabel": [94, 96], "voutput": [94, 96], "vloss": [94, 96], "\u5207\u6362\u56de\u8bad\u7ec3\u6a21\u5f0f": 94, "\u4f8b\u5982\u6253\u5f00\u6b63\u5219\u5316": 94, "avg_loss": [94, 96], "avg_vloss": [94, 96], "\u8bb0\u5f55\u6bcf\u6279\u6b21\u5e73\u5747\u7684\u8fd0\u884c\u635f\u5931": [94, 96], "add_scalar": [94, 96, 170, 246], "\u5207\u6362\u5230\u60a8\u6253\u5f00\u7684tensorboard": 94, "\u67e5\u770bscalars\u9009\u9879\u5361": 94, "tensorboard\u8fd8\u53ef\u7528\u4e8e\u68c0\u67e5\u6a21\u578b\u5185\u7684\u6570\u636e\u6d41": 94, "\u8bf7\u4f7f\u7528\u6a21\u578b\u548c\u793a\u4f8b\u8f93\u5165\u8c03\u7528": 94, "add_graph": [94, 170], "\u518d\u6b21\u83b7\u53d6\u4e00\u4e2a\u5c0f\u6279\u91cf\u7684\u56fe\u50cf": 94, "\u5c06\u901a\u8fc7\u60a8\u7684\u6a21\u578b\u8ddf\u8e2a\u793a\u4f8b\u8f93\u5165": 94, "\u5e76\u5c06\u5176\u6e32\u67d3\u4e3a\u56fe\u5f62": 94, "\u5f53\u60a8\u5207\u6362\u5230tensorboard\u65f6": 94, "\u60a8\u5e94\u8be5\u4f1a\u770b\u5230\u4e00\u4e2agraphs\u9009\u9879\u5361": 94, "\u53cc\u51fb": 94, "\u8282\u70b9\u53ef\u67e5\u770b\u6a21\u578b\u5185\u7684\u5c42\u548c\u6570\u636e\u6d41": 94, "\u6211\u4eec\u4f7f\u7528\u768428x28\u56fe\u50cf\u74e6\u7247\u53ef\u4ee5\u5efa\u6a21\u4e3a784\u7ef4\u5411\u91cf": 94, "\u5c06\u5176\u6295\u5f71\u5230\u8f83\u4f4e\u7ef4\u5ea6\u7684\u8868\u793a\u5f62\u5f0f\u53ef\u80fd\u4f1a\u5f88\u6709\u542f\u53d1\u6027": 94, "add_embed": [94, 170], "\u65b9\u6cd5\u5c06\u4e00\u7ec4\u6570\u636e\u6295\u5f71\u5230\u5177\u6709\u6700\u9ad8\u65b9\u5dee\u7684\u4e09\u4e2a\u7ef4\u5ea6\u4e0a": 94, "\u5e76\u5c06\u5b83\u4eec\u663e\u793a\u4e3a\u4ea4\u4e92\u5f0f3d\u56fe\u8868": 94, "\u65b9\u6cd5\u901a\u8fc7\u6295\u5f71\u5230\u5177\u6709\u6700\u9ad8\u65b9\u5dee\u7684\u4e09\u4e2a\u7ef4\u5ea6\u6765\u81ea\u52a8\u6267\u884c\u6b64\u64cd\u4f5c": 94, "\u6211\u4eec\u5c06\u91c7\u6837\u6570\u636e": 94, "\u5e76\u751f\u6210\u8fd9\u6837\u4e00\u4e2a\u5d4c\u5165": 94, "\u9009\u62e9\u968f\u673a\u5b50\u96c6\u7684\u6570\u636e\u548c\u76f8\u5e94\u7684\u6807\u7b7e": 94, "select_n_random": [94, 170], "perm": [94, 170], "randperm": [94, 170, 179], "\u63d0\u53d6\u968f\u673a\u5b50\u96c6\u7684\u6570\u636e": 94, "\u83b7\u53d6\u6bcf\u4e2a\u56fe\u50cf\u7684\u7c7b\u6807\u7b7e": 94, "class_label": [94, 170, 172], "\u8bb0\u5f55\u5d4c\u5165": 94, "label_img": [94, 170], "\u5982\u679c\u60a8\u5207\u6362\u5230tensorboard\u5e76\u9009\u62e9projector\u9009\u9879\u5361": 94, "\u60a8\u5e94\u8be5\u4f1a\u770b\u5230\u6295\u5f71\u76843d\u8868\u793a": 94, "\u60a8\u53ef\u4ee5\u65cb\u8f6c\u548c\u7f29\u653e\u6a21\u578b": 94, "\u5728\u5927\u5c0f\u4e0d\u540c\u7684\u5c3a\u5ea6\u4e0a\u68c0\u67e5\u5b83": 94, "\u770b\u770b\u60a8\u662f\u5426\u53ef\u4ee5\u53d1\u73b0\u6295\u5f71\u6570\u636e\u548c\u6807\u7b7e\u805a\u7c7b\u4e2d\u7684\u6a21\u5f0f": 94, "\u4e3a\u4e86\u66f4\u597d\u7684\u53ef\u89c1\u6027": 94, "\u5efa\u8bae": 94, "\u4ece\u5de6\u4fa7\u7684": 94, "\u4e0b\u62c9\u83dc\u5355\u4e2d\u9009\u62e9": 94, "\u5207\u6362\u9876\u90e8\u7684night": 94, "mode\u56fe\u6807": 94, "\u5c06\u6d45\u8272\u56fe\u50cf\u7f6e\u4e8e\u6df1\u8272\u80cc\u666f\u4e0a": 94, "pytorch\u5173\u4e8e": 94, "__\u7684\u6587\u6863": 94, "org\u6559\u7a0b": 94, "\u4e2d\u7684tensorboard\u6559\u7a0b\u5185\u5bb9": 94, "\u6709\u5173tensorboard\u7684\u66f4\u591a\u4fe1\u606f": 94, "tensorboard\u6587\u6863": 94, "\u5f20\u91cf\u662fpytorch\u4e2d\u7684\u4e2d\u5fc3\u6570\u636e\u62bd\u8c61": 95, "\u8fd9\u4e2a\u4ea4\u4e92\u5f0f\u7b14\u8bb0\u672c\u63d0\u4f9b\u4e86\u5bf9": 95, "\u7c7b\u7684\u6df1\u5165\u4ecb\u7ecd": 95, "\u8ba9\u6211\u4eec\u5bfc\u5165pytorch\u6a21\u5757": 95, "\u6211\u4eec\u8fd8\u5c06\u6dfb\u52a0python\u7684\u6570\u5b66\u6a21\u5757": 95, "\u4ee5\u4fbf\u4e8e\u4e00\u4e9b\u793a\u4f8b": 95, "\u521b\u5efa\u5f20\u91cf\u6700\u7b80\u5355\u7684\u65b9\u6cd5\u662f\u4f7f\u7528": 95, "\u8ba9\u6211\u4eec\u89e3\u91ca\u4e0b\u521a\u624d\u53d1\u751f\u7684\u4e8b\u60c5": 95, "\u6211\u4eec\u4f7f\u7528\u9644\u52a0\u5230": 95, "\u6a21\u5757\u7684\u4f17\u591a\u5de5\u5382\u65b9\u6cd5\u4e4b\u4e00\u521b\u5efa\u4e86\u4e00\u4e2a\u5f20\u91cf": 95, "\u8be5\u5f20\u91cf\u662f\u4e8c\u7ef4\u7684": 95, "\u67093\u884c4\u5217": 95, "\u8fd4\u56de\u5bf9\u8c61\u7684\u7c7b\u578b\u662f": 95, "\u7684\u522b\u540d": 95, "pytorch\u5f20\u91cf\u752832\u4f4d\u6d6e\u70b9\u6570\u586b\u5145": 95, "\u66f4\u591a\u5173\u4e8e\u6570\u636e\u7c7b\u578b\u7684\u5185\u5bb9\u89c1\u4e0b\u6587": 95, "\u5f53\u6253\u5370\u4f60\u7684\u5f20\u91cf\u65f6": 95, "\u4f60\u53ef\u80fd\u4f1a\u770b\u5230\u4e00\u4e9b\u968f\u673a\u7684\u503c": 95, "\u8c03\u7528\u4e3a\u5f20\u91cf\u5206\u914d\u5185\u5b58": 95, "\u4f46\u4e0d\u4f1a\u7528\u4efb\u4f55\u503c\u521d\u59cb\u5316\u5b83": 95, "\u6240\u4ee5\u4f60\u770b\u5230\u7684\u662f\u5206\u914d\u65f6\u5185\u5b58\u4e2d\u7684\u4efb\u4f55\u503c": 95, "\u5173\u4e8e\u5f20\u91cf\u53ca\u5176\u7ef4\u6570\u548c\u672f\u8bed\u7684\u7b80\u8981\u8bf4\u660e": 95, "\u4f60\u6709\u65f6\u4f1a\u770b\u5230\u4e00\u7ef4\u5f20\u91cf\u88ab\u79f0\u4e3a": 95, "\u5411\u91cf": 95, "\u4e8c\u7ef4\u5f20\u91cf\u901a\u5e38\u88ab\u79f0\u4e3a": 95, "\u4efb\u4f55\u8d85\u8fc7\u4e24\u4e2a\u7ef4\u5ea6\u7684\u5f20\u91cf\u901a\u5e38\u90fd\u88ab\u79f0\u4e3a\u5f20\u91cf": 95, "\u5927\u591a\u6570\u60c5\u51b5\u4e0b": 95, "\u4f60\u4f1a\u5e0c\u671b\u7528\u4e00\u4e9b\u503c\u521d\u59cb\u5316\u4f60\u7684\u5f20\u91cf": 95, "\u5e38\u89c1\u7684\u60c5\u51b5\u662f\u5168\u96f6": 95, "\u5168\u4e00\u6216\u968f\u673a\u503c": 95, "\u6a21\u5757\u4e3a\u6240\u6709\u8fd9\u4e9b\u60c5\u51b5\u63d0\u4f9b\u4e86\u5de5\u5382\u65b9\u6cd5": 95, "\u5de5\u5382\u65b9\u6cd5\u90fd\u505a\u4e86\u4f60\u671f\u671b\u7684\u4e8b\u60c5": 95, "\u6211\u4eec\u6709\u4e00\u4e2a\u5168\u96f6\u5f20\u91cf": 95, "\u4e00\u4e2a\u5168\u4e00\u5f20\u91cf\u548c\u4e00\u4e2a\u968f\u673a\u503c\u57280\u52301\u4e4b\u95f4\u7684\u5f20\u91cf": 95, "\u8bf4\u5230\u968f\u673a\u5f20\u91cf": 95, "\u4f60\u662f\u5426\u6ce8\u610f\u5230\u5728\u5b83\u4e4b\u524d\u7acb\u5373\u8c03\u7528\u4e86": 95, "\u7528\u968f\u673a\u503c\u521d\u59cb\u5316\u5f20\u91cf": 95, "\u5982\u6a21\u578b\u7684\u5b66\u4e60\u6743\u91cd": 95, "\u662f\u5f88\u5e38\u89c1\u7684": 95, "\u4f46\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b": 95, "\u7279\u522b\u662f\u5728\u7814\u7a76\u73af\u5883\u4e2d": 95, "\u4f60\u53ef\u80fd\u5e0c\u671b\u5bf9\u7ed3\u679c\u7684\u53ef\u91cd\u590d\u6027\u6709\u4e00\u4e9b\u4fdd\u8bc1": 95, "\u624b\u52a8\u8bbe\u7f6e\u968f\u673a\u6570\u751f\u6210\u5668\u7684\u79cd\u5b50\u5c31\u662f\u8fd9\u6837\u505a\u7684\u65b9\u6cd5": 95, "\u8ba9\u6211\u4eec\u4ed4\u7ec6\u770b\u770b": 95, "random1": 95, "random2": 95, "random3": 95, "random4": 95, "\u4f60\u5e94\u8be5\u770b\u5230\u4e0a\u9762": 95, "\u5305\u542b\u76f8\u540c\u7684\u503c": 95, "\u4e5f\u662f\u5982\u6b64": [95, 248], "\u624b\u52a8\u8bbe\u7f6erng\u7684\u79cd\u5b50\u4f1a\u91cd\u7f6e\u5b83": 95, "\u56e0\u6b64\u76f8\u540c\u7684\u968f\u673a\u6570\u8ba1\u7b97\u5728\u5927\u591a\u6570\u8bbe\u7f6e\u4e0b\u5e94\u8be5\u63d0\u4f9b\u76f8\u540c\u7684\u7ed3\u679c": 95, "\u8bf7\u53c2\u9605pytorch\u5173\u4e8e\u53ef\u91cd\u590d\u6027\u7684": 95, "\u5f53\u4f60\u5728\u4e24\u4e2a\u6216\u591a\u4e2a\u5f20\u91cf\u4e0a\u6267\u884c\u64cd\u4f5c\u65f6": 95, "\u5b83\u4eec\u901a\u5e38\u9700\u8981\u5177\u6709\u76f8\u540c\u7684": 95, "\u5177\u6709\u76f8\u540c\u7684\u7ef4\u6570\u548c\u6bcf\u4e2a\u7ef4\u5ea6\u4e2d\u7684\u76f8\u540c\u6570\u91cf\u7684\u5355\u5143": 95, "_like": [95, 148], "empty_like_x": 95, "empty_lik": [95, 108, 148, 174, 175, 190, 210], "zeros_like_x": 95, "ones_like_x": 95, "rand_like_x": 95, "\u4e0a\u9762\u4ee3\u7801\u5355\u5143\u4e2d\u7684\u7b2c\u4e00\u4e2a\u65b0\u4e8b\u7269\u662f\u5728\u5f20\u91cf\u4e0a\u4f7f\u7528": 95, "\u8fd9\u4e2a\u5c5e\u6027\u5305\u542b\u4e86\u6bcf\u4e2a\u7ef4\u5ea6\u5f20\u91cf\u7684\u8303\u56f4\u7684\u5217\u8868": 95, "\u662f\u4e00\u4e2a\u4e09\u7ef4\u5f20\u91cf": 95, "\u5f62\u72b6\u4e3a": 95, "\u6211\u4eec\u53ef\u4ee5\u9a8c\u8bc1\u6bcf\u4e2a\u8fd9\u4e9b\u65b9\u6cd5\u90fd\u8fd4\u56de\u4e00\u4e2a\u5177\u6709\u76f8\u540c\u7ef4\u6570\u548c\u8303\u56f4\u7684\u5f20\u91cf": 95, "\u521b\u5efa\u5f20\u91cf\u7684\u6700\u540e\u4e00\u79cd\u65b9\u5f0f\u662f\u76f4\u63a5\u4ecepytorch\u96c6\u5408\u4e2d\u6307\u5b9a\u5176\u6570\u636e": 95, "some_const": 95, "1415926": 95, "71828": 95, "61803": 95, "0072897": 95, "some_integ": 95, "more_integ": 95, "\u662f\u5728\u4f60\u5df2\u7ecf\u6709python\u5143\u7ec4\u6216\u5217\u8868\u6570\u636e\u7684\u60c5\u51b5\u4e0b\u521b\u5efa\u5f20\u91cf\u7684\u6700\u76f4\u63a5\u65b9\u5f0f": 95, "\u5982\u4e0a\u6240\u793a": [95, 230], "\u5d4c\u5957\u96c6\u5408\u4f1a\u751f\u6210\u591a\u7ef4\u5f20\u91cf": 95, "\u521b\u5efa\u6570\u636e\u7684\u526f\u672c": 95, "\u8bbe\u7f6e\u5f20\u91cf\u7684\u6570\u636e\u7c7b\u578b\u6709\u4e24\u79cd\u65b9\u5f0f": 95, "int32": [95, 138, 166, 185, 186, 198, 201, 235], "\u8bbe\u7f6e\u5f20\u91cf\u5e95\u5c42\u6570\u636e\u7c7b\u578b\u7684\u6700\u7b80\u5355\u65b9\u5f0f\u662f\u5728\u521b\u5efa\u65f6\u4f7f\u7528\u53ef\u9009\u53c2\u6570": 95, "\u5728\u4e0a\u9762\u5355\u5143\u683c\u7684\u7b2c\u4e00\u884c\u4e2d": 95, "\u8bbe\u7f6e\u4e3a\u5f20\u91cf": 95, "\u5f53\u6211\u4eec\u6253\u5370": 95, "\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u5b83\u662f\u7531": 95, "\u586b\u5145\u7684": 95, "python\u7684\u4e00\u4e2a\u5fae\u5999\u63d0\u793a": 95, "\u8fd9\u662f\u4e00\u4e2a\u6574\u6570\u7c7b\u578b\u800c\u4e0d\u662f\u6d6e\u70b9\u6570": 95, "\u4f60\u53ef\u80fd\u8fd8\u6ce8\u610f\u5230": 95, "\u6253\u5370": 95, "\u4e0e\u6211\u4eec\u5c06": 95, "\u4fdd\u7559\u4e3a\u9ed8\u8ba4\u503c": 95, "32\u4f4d\u6d6e\u70b9\u6570": 95, "\u65f6\u4e0d\u540c": 95, "\u6253\u5370\u5f20\u91cf\u65f6\u4e5f\u6307\u5b9a\u4e86\u5176": 95, "\u6211\u4eec\u4ece\u6307\u5b9a\u5f20\u91cf\u5f62\u72b6\u4e3a\u4e00\u7cfb\u5217\u6574\u6570\u53c2\u6570": 95, "\u8f6c\u4e3a\u5c06\u8fd9\u4e9b\u53c2\u6570\u5206\u7ec4\u5230\u4e00\u4e2a\u5143\u7ec4\u4e2d": 95, "\u8fd9\u4e0d\u662f\u7edd\u5bf9\u5fc5\u8981\u7684": 95, "pytorch\u4f1a\u5c06\u4e00\u7cfb\u5217\u521d\u59cb\u7684": 95, "\u672a\u6807\u8bb0\u7684\u6574\u6570\u53c2\u6570\u89c6\u4e3a\u5f20\u91cf\u5f62\u72b6": 95, "\u4f46\u662f\u5f53\u6dfb\u52a0\u53ef\u9009\u53c2\u6570\u65f6": 95, "\u5b83\u53ef\u4ee5\u4f7f\u4f60\u7684\u610f\u56fe\u66f4\u52a0\u53ef\u8bfb": 95, "\u8bbe\u7f6e\u6570\u636e\u7c7b\u578b\u7684\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u4f7f\u7528": 95, "\u6211\u4eec\u4ee5\u901a\u5e38\u7684\u65b9\u5f0f\u521b\u5efa\u4e86\u4e00\u4e2a\u968f\u673a\u6d6e\u70b9\u5f20\u91cf": 95, "\u6211\u4eec\u901a\u8fc7\u5c06": 95, "\u8f6c\u6362\u4e3a32\u4f4d\u6574\u6570\u6765\u521b\u5efa": 95, "\u5305\u542b\u4e0e": 95, "\u76f8\u540c\u7684\u503c": 95, "\u4f46\u88ab\u622a\u65ad\u4e3a\u6574\u6570": 95, "\u53ef\u7528\u7684\u6570\u636e\u7c7b\u578b\u5305\u62ec": 95, "bfloat": 95, "\u73b0\u5728\u4f60\u77e5\u9053\u4e86\u4e00\u4e9b\u521b\u5efa\u5f20\u91cf\u7684\u65b9\u6cd5": 95, "\u90a3\u4f60\u80fd\u5bf9\u5b83\u4eec\u505a\u4ec0\u4e48\u5462": 95, "\u8ba9\u6211\u4eec\u9996\u5148\u770b\u57fa\u672c\u7b97\u672f\u8fd0\u7b97": 95, "\u4ee5\u53ca\u5f20\u91cf\u5982\u4f55\u4e0e\u7b80\u5355\u7684\u6807\u91cf\u4ea4\u4e92": 95, "sqrt2": 95, "\u5982\u4f60\u6240\u89c1": [95, 104], "\u5f20\u91cf\u548c\u6807\u91cf\u4e4b\u95f4\u7684\u52a0\u6cd5": 95, "\u51cf\u6cd5": 95, "\u4e58\u6cd5": [95, 248], "\u9664\u6cd5\u548c\u6307\u6570\u8fd0\u7b97\u90fd\u662f\u5728\u5f20\u91cf\u7684\u6bcf\u4e2a\u5143\u7d20\u4e0a\u5206\u5e03\u5f0f\u8fdb\u884c\u7684": 95, "\u7531\u4e8e\u8fd9\u79cd\u64cd\u4f5c\u7684\u8f93\u51fa\u5c06\u662f\u4e00\u4e2a\u5f20\u91cf": 95, "\u4f60\u53ef\u4ee5\u50cf\u901a\u5e38\u7684\u8fd0\u7b97\u7b26\u4f18\u5148\u7ea7\u89c4\u5219\u4e00\u6837\u5c06\u5b83\u4eec\u94fe\u63a5\u5728\u4e00\u8d77": 95, "\u5c31\u50cf\u6211\u4eec\u5728\u521b\u5efa": 95, "\u7684\u90a3\u4e00\u884c\u4e2d\u6240\u505a\u7684\u90a3\u6837": 95, "\u4e24\u4e2a\u5f20\u91cf\u4e4b\u95f4\u7684\u7c7b\u4f3c\u8fd0\u7b97\u4e5f\u50cf\u4f60\u76f4\u89c9\u4e0a\u671f\u671b\u7684\u90a3\u6837": 95, "powers2": 95, "dozen": [95, 166], "\u8fd9\u91cc\u9700\u8981\u6ce8\u610f\u7684\u662f": 95, "\u524d\u9762\u4ee3\u7801\u5355\u5143\u4e2d\u7684\u6240\u6709\u5f20\u91cf\u90fd\u5177\u6709\u76f8\u540c\u7684\u5f62\u72b6": 95, "\u5982\u679c\u6211\u4eec\u5c1d\u8bd5\u5728\u4e0d\u540c\u5f62\u72b6\u7684\u5f20\u91cf\u4e0a\u6267\u884c\u4e8c\u5143\u8fd0\u7b97\u4f1a\u600e\u6837": 95, "\u4e0b\u9762\u7684\u5355\u5143\u683c\u4f1a\u629b\u51fa\u4e00\u4e2a\u8fd0\u884c\u65f6\u9519\u8bef": 95, "\u8fd9\u662f\u6709\u610f\u7684": 95, "\u4e00\u822c\u60c5\u51b5\u4e0b": 95, "\u4f60\u4e0d\u80fd\u4ee5\u8fd9\u79cd\u65b9\u5f0f\u5bf9\u4e0d\u540c\u5f62\u72b6\u7684\u5f20\u91cf\u8fdb\u884c\u64cd\u4f5c": 95, "\u5373\u4f7f\u5728\u4e0a\u9762\u7684\u5355\u5143\u683c\u4e2d": 95, "\u5f20\u91cf\u5177\u6709\u76f8\u540c\u6570\u91cf\u7684\u5143\u7d20": 95, "\u5982\u679c\u4f60\u719f\u6089numpi": 95, "ndarrays\u4e2d\u7684\u5e7f\u64ad\u8bed\u4e49": 95, "\u4f60\u4f1a\u53d1\u73b0\u8fd9\u91cc\u5e94\u7528\u7684\u662f\u76f8\u540c\u7684\u89c4\u5219": 95, "\u540c\u5f62\u89c4\u5219\u7684\u4f8b\u5916\u662f": 95, "\u8fd9\u91cc\u6709\u4e00\u4e2a\u4f8b\u5b50": 95, "\u8fd9\u91cc\u7684\u6280\u5de7\u662f\u4ec0\u4e48": 95, "\u6211\u4eec\u662f\u5982\u4f55\u5c06": 95, "\u5f20\u91cf\u4e0e": 95, "\u5f20\u91cf\u76f8\u4e58\u7684": 95, "\u5e7f\u64ad\u662f\u4e00\u79cd\u5728\u5177\u6709\u76f8\u4f3c\u5f62\u72b6\u7684\u5f20\u91cf\u4e4b\u95f4\u6267\u884c\u64cd\u4f5c\u7684\u65b9\u5f0f": 95, "\u5728\u4e0a\u9762\u7684\u4f8b\u5b50\u4e2d": [95, 129], "\u4e00\u884c\u56db\u5217\u7684\u5f20\u91cf\u4e0e\u4e24\u884c\u56db\u5217\u5f20\u91cf\u7684": 95, "\u4e24\u884c": 95, "\u76f8\u4e58": 95, "\u8fd9\u662f\u6df1\u5ea6\u5b66\u4e60\u4e2d\u4e00\u4e2a\u91cd\u8981\u7684\u64cd\u4f5c": 95, "\u5e38\u89c1\u7684\u4f8b\u5b50\u662f\u5c06\u4e00\u6279\u8f93\u5165\u5f20\u91cf\u7684\u5b66\u4e60\u6743\u91cd\u5f20\u91cf\u76f8\u4e58": 95, "\u5206\u522b\u5bf9\u6279\u6b21\u4e2d\u7684\u6bcf\u4e2a\u5b9e\u4f8b\u5e94\u7528\u8be5\u64cd\u4f5c": 95, "\u5e76\u8fd4\u56de\u4e00\u4e2a\u5f62\u72b6\u76f8\u540c\u7684\u5f20\u91cf": 95, "\u5c31\u50cf\u6211\u4eec\u4e0a\u9762\u7684": 95, "\u793a\u4f8b\u4e00\u6837": 95, "\u8fd4\u56de\u4e86\u4e00\u4e2a\u5f62\u72b6\u4e3a": 95, "\u5e7f\u64ad\u7684\u89c4\u5219\u662f": 95, "\u6bcf\u4e2a\u5f20\u91cf\u5fc5\u987b\u81f3\u5c11\u6709\u4e00\u4e2a\u7ef4\u5ea6": 95, "\u4e0d\u5141\u8bb8\u7a7a\u5f20\u91cf": 95, "\u6bd4\u8f83\u4e24\u4e2a\u5f20\u91cf\u7684\u7ef4\u5ea6\u5927\u5c0f": 95, "\u4ece\u6700\u540e\u4e00\u4e2a\u5230\u7b2c\u4e00\u4e2a": 95, "\u6bcf\u4e2a\u7ef4\u5ea6\u5fc5\u987b\u76f8\u7b49": 95, "\u5176\u4e2d\u4e00\u4e2a\u7ef4\u5ea6\u5fc5\u987b\u4e3a1": 95, "\u8be5\u7ef4\u5ea6\u5728\u5176\u4e2d\u4e00\u4e2a\u5f20\u91cf\u4e2d\u4e0d\u5b58\u5728": 95, "\u5f53\u7136": [95, 227], "\u76f8\u540c\u5f62\u72b6\u7684\u5f20\u91cf\u662f": 95, "\u53ef\u5e7f\u64ad": 95, "\u6b63\u5982\u4f60\u4e4b\u524d\u770b\u5230\u7684\u90a3\u6837": 95, "\u8fd9\u91cc\u6709\u4e00\u4e9b\u7b26\u5408\u4e0a\u8ff0\u89c4\u5219\u5e76\u5141\u8bb8\u5e7f\u64ad\u7684\u60c5\u51b5\u793a\u4f8b": 95, "\u7b2c3\u548c\u7b2c2\u7ef4\u4e0ea\u76f8\u540c": 95, "\u7b2c1\u7ef4\u4e0d\u5b58\u5728": 95, "\u7b2c3\u7ef4\u4e3a1": 95, "\u7b2c2\u7ef4\u4e0ea\u76f8\u540c": 95, "\u7b2c3\u7ef4\u4e0ea\u76f8\u540c": 95, "\u7b2c2\u7ef4\u4e3a1": 95, "\u4ed4\u7ec6\u89c2\u5bdf\u4e0a\u9762\u6bcf\u4e2a\u5f20\u91cf\u7684\u503c": 95, "\u521b\u5efa": 95, "\u7684\u4e58\u6cd5\u8fd0\u7b97\u662f\u5728": 95, "\u7684\u6bcf\u4e00\u5c42\u4e0a\u5e7f\u64ad\u7684": 95, "\u5bf9\u4e8e": [95, 248], "\u8be5\u8fd0\u7b97\u5728": 95, "\u7684\u6bcf\u4e00\u5c42\u548c\u6bcf\u4e00\u884c\u4e0a\u90fd\u8fdb\u884c\u4e86\u5e7f\u64ad": 95, "\u6bcf\u4e00\u52173\u4e2a\u5143\u7d20\u90fd\u662f\u76f8\u540c\u7684": 95, "\u6211\u4eec\u98a0\u5012\u4e86\u4e00\u4e0b": 95, "\u73b0\u5728\u6bcf\u4e00\u884c\u5728\u5c42\u4e0e\u5217\u4e4b\u95f4\u90fd\u662f\u76f8\u540c\u7684": 95, "\u6709\u5173\u5e7f\u64ad\u7684\u66f4\u591a\u4fe1\u606f": 95, "\u8bf7\u53c2\u9605pytorch\u5173\u4e8e\u6b64\u7684": 95, "\u8fd9\u91cc\u6709\u4e00\u4e9b\u5c1d\u8bd5\u5e7f\u64ad\u4f46\u4f1a\u5931\u8d25\u7684\u4f8b\u5b50": 95, "\u7ef4\u5ea6\u5fc5\u987b\u4ece\u6700\u540e\u5230\u7b2c\u4e00\u4e2a\u5339\u914d": 95, "\u7b2c3\u548c\u7b2c2\u7ef4\u90fd\u4e0d\u540c": 95, "\u4e0d\u80fd\u4e0e\u7a7a\u5f20\u91cf\u8fdb\u884c\u5e7f\u64ad": 95, "\u5f20\u91cf\u6709\u8d85\u8fc7\u4e09\u767e\u79cd\u53ef\u4ee5\u6267\u884c\u7684\u64cd\u4f5c": 95, "\u8fd9\u91cc\u662f\u4e00\u4e9b\u4e3b\u8981\u64cd\u4f5c\u7c7b\u522b\u7684\u793a\u4f8b": 95, "\u5e38\u7528\u65b9\u6cd5": 95, "ceil": [95, 136], "\u4e09\u89d2\u51fd\u6570\u53ca\u5176\u53cd\u51fd\u6570": 95, "nsine": 95, "arcsin": 95, "\u4f4d\u8fd0\u7b97": 95, "nbitwis": 95, "xor": 95, "bitwise_xor": 95, "\u6bd4\u8f83\u64cd\u4f5c": 95, "nbroadcast": 95, "\u8fd4\u56de\u5e03\u5c14\u7c7b\u578b\u5f20\u91cf": 95, "\u5f52\u7ea6\u64cd\u4f5c": 95, "n\u5f52\u7ea6\u64cd\u4f5c": 95, "\u8fd4\u56de\u5355\u5143\u7d20\u5f20\u91cf": 95, "\u4ece\u8fd4\u56de\u7684\u5f20\u91cf\u4e2d\u63d0\u53d6\u503c": 95, "\u5e73\u5747\u503c": 95, "\u6807\u51c6\u5dee": 95, "prod": [95, 191], "\u6240\u6709\u6570\u5b57\u7684\u4e58\u79ef": 95, "\u8fc7\u6ee4\u552f\u4e00\u5143\u7d20": 95, "\u5411\u91cf\u548c\u7ebf\u6027\u4ee3\u6570\u8fd0\u7b97": 95, "\u5355\u4f4d\u5411\u91cf": 95, "m1": [95, 232], "\u968f\u673a\u77e9\u9635": 95, "m2": 95, "\u4e09\u500d\u5355\u4f4d\u77e9\u9635": 95, "n\u5411\u91cf\u548c\u77e9\u9635": 95, "\u5355\u4f4d\u5411\u91cf\u7684\u8d1f\u503c": 95, "m3": 95, "\u7684\u4e09\u500d": 95, "\u5947\u5f02\u503c\u5206\u89e3": 95, "\u6709\u5173\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f\u548c\u5b8c\u6574\u7684\u6570\u5b66\u51fd\u6570\u6e05\u5355": 95, "\u5927\u591a\u6570\u5f20\u91cf\u7684\u4e8c\u5143\u8fd0\u7b97\u5c06\u8fd4\u56de\u7b2c\u4e09\u4e2a\u65b0\u5f20\u91cf": 95, "\u5f53\u6211\u4eec\u8bf4": 95, "\u662f\u5f20\u91cf": 95, "\u65b0\u5f20\u91cf": 95, "\u5c06\u5360\u7528\u4e0e\u5176\u4ed6\u5f20\u91cf\u4e0d\u540c\u7684\u5185\u5b58\u533a\u57df": 95, "\u6709\u65f6\u60a8\u53ef\u80fd\u5e0c\u671b\u5c31\u5730\u4fee\u6539\u5f20\u91cf": 95, "\u5982\u679c\u60a8\u6b63\u5728\u6267\u884c\u5143\u7d20wise\u8ba1\u7b97": 95, "\u53ef\u4ee5\u4e22\u5f03\u4e2d\u95f4\u503c": 95, "\u5927\u591a\u6570\u6570\u5b66\u51fd\u6570\u90fd\u6709\u4e00\u4e2a\u5e26\u6709\u9644\u52a0\u4e0b\u5212\u7ebf": 95, "\u7684\u7248\u672c": 95, "\u5b83\u5c06\u5c31\u5730\u4fee\u6539\u5f20\u91cf": 95, "\u6b64\u64cd\u4f5c\u5728\u5185\u5b58\u4e2d\u521b\u5efa\u65b0\u5f20\u91cf": 95, "\u672a\u66f4\u6539": 95, "sin_": 95, "\u6ce8\u610f\u4e0b\u5212\u7ebf": 95, "\u88ab\u4fee\u6539": 95, "\u5bf9\u4e8e\u7b97\u672f\u8fd0\u7b97": 95, "\u6709\u4e00\u4e9b\u51fd\u6570\u7684\u884c\u4e3a\u7c7b\u4f3c": 95, "nafter": [95, 154], "\u8fd9\u4e9b\u5c31\u5730\u7b97\u672f\u51fd\u6570\u662f": 95, "\u5bf9\u8c61\u4e0a\u7684\u65b9\u6cd5": 95, "\u800c\u4e0d\u662f\u50cf\u8bb8\u591a\u5176\u4ed6\u51fd\u6570": 95, "\u90a3\u6837\u9644\u52a0\u5230": 95, "\u6a21\u5757\u4e0a": 95, "\u6b63\u5982\u4f60\u4ece": 95, "\u4e2d\u770b\u5230\u7684": 95, "\u88ab\u8c03\u7528\u7684\u5f20\u91cf\u662f\u5c31\u5730\u6539\u53d8\u7684\u90a3\u4e2a": 95, "\u8fd8\u6709\u53e6\u4e00\u79cd\u9009\u62e9": 95, "\u53ef\u4ee5\u5c06\u8ba1\u7b97\u7ed3\u679c\u653e\u5728\u4e00\u4e2a\u5df2\u7ecf\u5206\u914d\u7684\u5f20\u91cf\u4e2d": 95, "\u6211\u4eec\u5230\u76ee\u524d\u4e3a\u6b62\u770b\u5230\u7684\u8bb8\u591a\u65b9\u6cd5\u548c\u51fd\u6570": 95, "\u5305\u62ec\u521b\u5efa\u65b9\u6cd5": 95, "\u90fd\u6709\u4e00\u4e2a": 95, "\u8ba9\u4f60\u6307\u5b9a\u4e00\u4e2a\u5f20\u91cf\u6765\u63a5\u6536\u8f93\u51fa": 95, "\u5982\u679c": [95, 111, 213, 245, 247, 248], "\u5f20\u91cf\u7684\u5f62\u72b6\u548c": 95, "\u6b63\u786e": 95, "\u8fd9\u53ef\u4ee5\u5728\u4e0d\u5206\u914d\u65b0\u5185\u5b58\u7684\u60c5\u51b5\u4e0b\u53d1\u751f": 95, "old_id": 95, "\u7684\u5185\u5bb9\u5df2\u7ecf\u6539\u53d8": 95, "\u6d4b\u8bd5": [95, 237], "\u662f\u540c\u4e00\u4e2a\u5bf9\u8c61": 95, "\u800c\u4e0d\u53ea\u662f\u5305\u542b\u76f8\u7b49\u7684\u503c": 95, "\u786e\u4fdd\u6211\u4eec\u7684\u65b0": 95, "\u662f\u65e7": 95, "\u7684\u540c\u4e00\u4e2a\u5bf9\u8c61": 95, "\u5bf9\u4e8e\u521b\u5efa\u4e5f\u53ef\u4ee5": 95, "\u53c8\u4e00\u6b21\u6539\u53d8": 95, "\u4ecd\u7136\u662f\u540c\u4e00\u4e2a\u5bf9\u8c61": 95, "\u4e2d\u7684\u4efb\u4f55\u5bf9\u8c61\u4e00\u6837": 95, "\u5c06\u5f20\u91cf\u8d4b\u503c\u7ed9\u53d8\u91cf\u4f1a\u4f7f\u8be5\u53d8\u91cf\u6210\u4e3a\u5f20\u91cf\u7684": 95, "\u6807\u7b7e": [95, 227, 237, 251], "\u800c\u4e0d\u4f1a\u590d\u5236\u5b83": 95, "561": [95, 178], "\u6211\u4eec\u6539\u53d8": 95, "\u4e5f\u88ab\u6539\u53d8\u4e86": 95, "\u5982\u679c\u4f60\u60f3\u8981\u4e00\u4e2a\u5355\u72ec\u7684\u6570\u636e\u526f\u672c\u6765\u5904\u7406\u5462": 95, "\u8fd9\u65f6\u5c31\u53ef\u4ee5\u4f7f\u7528": 95, "\u5185\u5b58\u4e2d\u7684\u4e0d\u540c\u5bf9\u8c61": 95, "\u4f46\u4ecd\u7136\u5177\u6709\u76f8\u540c\u7684\u5185\u5bb9": 95, "\u6539\u53d8\u4e86": 95, "\u4f46": [95, 232, 245], "\u4ecd\u7136\u662f\u5168": 95, "\u6709\u4e00\u4e2a\u91cd\u8981\u7684\u4e8b\u60c5\u9700\u8981\u6ce8\u610f": 95, "\u5982\u679c\u4f60\u7684\u6e90\u5f20\u91cf\u542f\u7528\u4e86\u81ea\u52a8\u6c42\u5bfc": 95, "\u90a3\u4e48\u514b\u9686\u5f20\u91cf\u4e5f\u4f1a\u542f\u7528\u81ea\u52a8\u6c42\u5bfc": 95, "\u8fd9\u5c06\u5728\u5173\u4e8e\u81ea\u52a8\u6c42\u5bfc\u7684\u89c6\u9891\u4e2d\u66f4\u6df1\u5165\u5730\u4ecb\u7ecd": 95, "\u4f46\u5982\u679c\u4f60\u60f3\u4e86\u89e3\u7ec6\u8282\u7684\u7b80\u5355\u7248\u672c": 95, "\u8bf7\u7ee7\u7eed\u9605\u8bfb": 95, "\u5728\u8bb8\u591a\u60c5\u51b5\u4e0b": 95, "\u8fd9\u6b63\u662f\u4f60\u6240\u9700\u8981\u7684": 95, "\u5982\u679c\u4f60\u7684\u6a21\u578b\u5728\u5176": 95, "\u65b9\u6cd5\u4e2d\u6709\u591a\u4e2a\u8ba1\u7b97\u8def\u5f84": 95, "\u5e76\u4e14": 95, "\u539f\u59cb\u5f20\u91cf\u548c\u5b83\u7684\u514b\u9686": 95, "\u90fd\u4f1a\u5f71\u54cd\u6a21\u578b\u7684\u8f93\u51fa": 95, "\u90a3\u4e48\u4e3a\u4e86\u542f\u7528\u6a21\u578b\u5b66\u4e60": 95, "\u4f60\u5e0c\u671b\u4e24\u4e2a\u5f20\u91cf\u90fd\u542f\u7528\u81ea\u52a8\u6c42\u5bfc": 95, "\u901a\u5e38\u5982\u679c\u5b83\u662f\u4e00\u7ec4\u5b66\u4e60\u6743\u91cd\u6216\u6e90\u81ea\u6d89\u53ca\u6743\u91cd\u7684\u8ba1\u7b97": 95, "\u90a3\u4e48\u4f60\u5c31\u4f1a\u5f97\u5230\u6240\u9700\u7684\u7ed3\u679c": 95, "\u53e6\u4e00\u65b9\u9762": [95, 235, 253], "\u5982\u679c\u4f60\u6b63\u5728\u8fdb\u884c\u4e00\u4e2a\u8ba1\u7b97": 95, "\u90fd\u4e0d\u9700\u8981\u8ddf\u8e2a\u68af\u5ea6": 95, "\u90a3\u4e48\u53ea\u8981\u6e90\u5f20\u91cf\u5173\u95ed\u4e86\u81ea\u52a8\u6c42\u5bfc": 95, "\u4f60\u5c31\u53ef\u4ee5\u7ee7\u7eed\u4e86": 95, "\u8fd8\u6709\u7b2c\u4e09\u79cd\u60c5\u51b5": 95, "\u5047\u8bbe\u4f60\u5728\u6a21\u578b\u7684": 95, "\u51fd\u6570\u4e2d\u6267\u884c\u4e00\u4e2a\u8ba1\u7b97": 95, "\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u6240\u6709\u5185\u5bb9\u7684\u68af\u5ea6\u90fd\u6253\u5f00": 95, "\u4f46\u4f60\u60f3\u5728\u4e2d\u95f4\u63d0\u53d6\u4e00\u4e9b\u503c\u6765\u751f\u6210\u4e00\u4e9b\u6307\u6807": 95, "\u4f60": 95, "\u4e0d\u5e0c\u671b": 95, "\u514b\u9686\u7684\u6e90\u5f20\u91cf\u526f\u672c\u8ddf\u8e2a\u68af\u5ea6": 95, "\u5173\u95ed\u81ea\u52a8\u6c42\u5bfc\u7684\u5386\u53f2\u8bb0\u5f55\u8ddf\u8e2a\u53ef\u4ee5\u63d0\u9ad8\u6027\u80fd": 95, "\u4f60\u53ef\u4ee5\u5728\u6e90\u5f20\u91cf\u4e0a\u4f7f\u7528": 95, "\u6253\u5f00\u81ea\u52a8\u6c42\u5bfc": 95, "\u6b64\u5904\u53d1\u751f\u4e86\u4ec0\u4e48": 95, "\u6211\u4eec\u521b\u5efa\u4e86": 95, "\u5e76\u5c06": [95, 222, 227, 257], "\u6211\u4eec\u8fd8\u6ca1\u6709\u4ecb\u7ecd\u8fd9\u4e2a\u53ef\u9009\u53c2\u6570": 95, "\u4f46\u5c06\u5728\u5173\u4e8e\u81ea\u52a8\u6c42\u5bfc\u7684\u5355\u5143\u4e2d\u4ecb\u7ecd": 95, "\u5b83\u544a\u8bc9\u6211\u4eec\u5c5e\u6027": 95, "\u8fd9\u610f\u5473\u7740\u81ea\u52a8\u6c42\u5bfc\u548c\u8ba1\u7b97\u5386\u53f2\u8ddf\u8e2a\u5df2\u6253\u5f00": 95, "\u6211\u4eec\u514b\u9686": 95, "\u5e76\u5c06\u5176\u6807\u8bb0\u4e3a": 95, "\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u5b83\u6b63\u5728\u8ddf\u8e2a\u5176\u8ba1\u7b97\u5386\u53f2": 95, "\u5b83\u7ee7\u627f\u4e86": 95, "\u7684\u81ea\u52a8\u6c42\u5bfc\u8bbe\u7f6e": 95, "\u5e76\u6dfb\u52a0\u5230\u4e86\u8ba1\u7b97\u5386\u53f2\u4e2d": 95, "\u4f46\u9996\u5148\u8c03\u7528": 95, "\u6211\u4eec\u770b\u4e0d\u5230\u4efb\u4f55\u8ba1\u7b97\u5386\u53f2": 95, "\u4e5f\u6ca1\u6709": 95, "\u5c06\u5f20\u91cf\u4e0e\u5176\u8ba1\u7b97\u5386\u53f2\u5206\u79bb": 95, "\u5b83\u8bf4": 95, "\u65e0\u8bba\u63a5\u4e0b\u6765\u53d1\u751f\u4ec0\u4e48": 95, "\u90fd\u50cf\u81ea\u52a8\u6c42\u5bfc\u5173\u95ed\u65f6\u90a3\u6837\u8fdb\u884c": 95, "\u5b83\u8fd9\u6837\u505a": 95, "\u5e76\u4e0d\u4f1a\u6539\u53d8": 95, "\u5f53\u6211\u4eec\u5728\u6700\u540e\u518d\u6b21\u6253\u5370": 95, "\u5b83\u4fdd\u7559\u4e86\u5176": 95, "\u7684\u4e3b\u8981\u4f18\u52bf\u4e4b\u4e00\u662f\u5728": 95, "\u517c\u5bb9\u7684": 95, "\u4e0a\u6709\u5f3a\u5927\u7684\u52a0\u901f\u80fd\u529b": 95, "\u7684\u5e76\u884c\u8ba1\u7b97\u5e73\u53f0": 95, "\u5230\u76ee\u524d\u4e3a\u6b62": [95, 232], "\u6211\u4eec\u6240\u505a\u7684\u4e00\u5207\u90fd\u662f\u5728": 95, "\u6211\u4eec\u5982\u4f55\u79fb\u52a8\u5230\u66f4\u5feb\u7684\u786c\u4ef6\u4e0a\u5462": 95, "\u6211\u4eec\u5e94\u8be5\u4f7f\u7528": 95, "\u65b9\u6cd5\u68c0\u67e5\u662f\u5426\u6709": 95, "\u53ef\u7528": 95, "\u5982\u679c\u4f60\u6ca1\u6709\u5b89\u88c5": 95, "\u9a71\u52a8\u7a0b\u5e8f": 95, "\u672c\u8282\u4e2d\u7684\u53ef\u6267\u884c\u5355\u5143\u683c\u5c06\u4e0d\u4f1a\u6267\u884c\u4efb\u4f55": 95, "\u76f8\u5173\u7684\u4ee3\u7801": 95, "\u4e00\u65e6\u6211\u4eec\u786e\u5b9a\u6709\u4e00\u4e2a\u6216\u591a\u4e2agpu\u53ef\u7528": 95, "\u6211\u4eec\u9700\u8981\u5c06\u6570\u636e\u653e\u5728gpu\u53ef\u4ee5\u8bbf\u95ee\u7684\u5730\u65b9": 95, "\u4f60\u7684cpu\u5728\u8ba1\u7b97\u673a\u7684ram\u4e0a\u5bf9\u6570\u636e\u8fdb\u884c\u8ba1\u7b97": 95, "\u4f60\u7684gpu\u6709\u4e13\u7528\u7684\u5185\u5b58\u8fde\u63a5\u5230\u5b83": 95, "\u6bcf\u5f53\u4f60\u60f3\u5728\u4e00\u4e2a\u8bbe\u5907\u4e0a\u6267\u884c\u8ba1\u7b97\u65f6": 95, "\u4f60\u5fc5\u987b\u5c06\u8be5\u8ba1\u7b97\u6240\u9700\u7684": 95, "\u6570\u636e\u79fb\u52a8\u5230\u8be5\u8bbe\u5907\u53ef\u8bbf\u95ee\u7684\u5185\u5b58\u4e2d": 95, "\u4fd7\u79f0": 95, "\u5c06\u6570\u636e\u79fb\u52a8\u5230gpu\u53ef\u8bbf\u95ee\u7684\u5185\u5b58": 95, "\u88ab\u7b80\u79f0\u4e3a": 95, "\u5c06\u6570\u636e\u79fb\u52a8\u5230gpu": 95, "\u6709\u591a\u79cd\u65b9\u5f0f\u53ef\u4ee5\u5c06\u6570\u636e\u79fb\u52a8\u5230\u76ee\u6807\u8bbe\u5907": 95, "\u4f60\u53ef\u4ee5\u5728\u521b\u5efa\u65f6\u8fd9\u6837\u505a": 95, "gpu_rand": 95, "\u65b0\u7684\u5f20\u91cf\u662f\u5728cpu\u4e0a\u521b\u5efa\u7684": 95, "\u6240\u4ee5\u6211\u4eec\u5fc5\u987b\u4f7f\u7528\u53ef\u9009\u7684": 95, "\u53c2\u6570\u6765\u6307\u5b9a\u6211\u4eec\u60f3\u5728gpu\u4e0a\u521b\u5efa\u5f20\u91cf": 95, "\u5f53\u6211\u4eec\u6253\u5370\u65b0\u7684\u5f20\u91cf\u65f6": 95, "\u4f60\u53ef\u4ee5\u770b\u5230pytorch\u4f1a\u544a\u8bc9\u6211\u4eec\u5b83\u5728\u54ea\u4e2a\u8bbe\u5907\u4e0a": 95, "\u5982\u679c\u4e0d\u5728cpu\u4e0a": 95, "\u67e5\u8be2gpu\u7684\u6570\u91cf": 95, "\u5982\u679c\u4f60\u6709\u591a\u4e2agpu": 95, "\u4f60\u53ef\u4ee5\u901a\u8fc7\u7d22\u5f15\u6307\u5b9a\u5b83\u4eec": 95, "\u4f5c\u4e3a\u7f16\u7801\u5b9e\u8df5": 95, "\u5728\u4efb\u4f55\u5730\u65b9\u90fd\u4f7f\u7528\u5b57\u7b26\u4e32\u5e38\u91cf\u6765\u6307\u5b9a\u8bbe\u5907\u662f\u76f8\u5f53\u8106\u5f31\u7684": 95, "\u65e0\u8bba\u4f60\u5728cpu\u8fd8\u662fgpu\u786c\u4ef6\u4e0a": 95, "\u4f60\u7684\u4ee3\u7801\u90fd\u5e94\u8be5\u7a33\u5065\u5730\u6267\u884c": 95, "\u4f60\u53ef\u4ee5\u901a\u8fc7\u521b\u5efa\u4e00\u4e2a\u8bbe\u5907\u53e5\u67c4\u6765\u5b9e\u73b0\u8fd9\u4e00\u70b9": 95, "\u800c\u4e0d\u662f\u4f7f\u7528\u5b57\u7b26\u4e32\u4f20\u9012\u7ed9\u4f60\u7684\u5f20\u91cf": 95, "my_devic": 95, "\u5982\u679c\u4f60\u6709\u4e00\u4e2a\u5df2\u7ecf\u5b58\u5728\u4e8e\u4e00\u4e2a\u8bbe\u5907\u4e0a\u7684\u5f20\u91cf": 95, "\u65b9\u6cd5\u5c06\u5b83\u79fb\u52a8\u5230\u53e6\u4e00\u4e2a\u8bbe\u5907": 95, "\u4e0b\u9762\u4e00\u884c\u4ee3\u7801\u5728cpu\u4e0a\u521b\u5efa\u4e00\u4e2a\u5f20\u91cf": 95, "\u5e76\u5c06\u5b83\u79fb\u52a8\u5230\u4f60\u5728\u4e0a\u4e00\u4e2a\u5355\u5143\u683c\u4e2d\u83b7\u53d6\u7684\u4efb\u4f55\u8bbe\u5907\u53e5\u67c4\u4e0a": 95, "\u91cd\u8981\u7684\u662f\u8981\u77e5\u9053": 95, "\u4e3a\u4e86\u8fdb\u884c\u6d89\u53ca\u4e24\u4e2a\u6216\u591a\u4e2a\u5f20\u91cf\u7684\u8ba1\u7b97": 95, "\u6240\u6709\u5f20\u91cf\u5fc5\u987b\u5728\u540c\u4e00\u8bbe\u5907\u4e0a": 95, "\u65e0\u8bba\u4f60\u662f\u5426\u6709gpu\u8bbe\u5907\u53ef\u7528": 95, "\u4ee5\u4e0b\u4ee3\u7801\u90fd\u4f1a\u629b\u51fa\u8fd0\u884c\u65f6\u9519\u8bef": 95, "thrown": [95, 193, 207], "\u6709\u65f6": 95, "\u4f60\u9700\u8981\u6539\u53d8\u5f20\u91cf\u7684\u5f62\u72b6": 95, "\u6211\u4eec\u5c06\u770b\u4e00\u4e9b\u5e38\u89c1\u7684\u60c5\u51b5": 95, "\u4ee5\u53ca\u5982\u4f55\u5904\u7406\u5b83\u4eec": 95, "\u4f60\u53ef\u80fd\u9700\u8981\u6539\u53d8\u7ef4\u5ea6\u6570\u91cf\u7684\u4e00\u79cd\u60c5\u51b5\u662f\u5c06\u5355\u4e2a\u5b9e\u4f8b\u8f93\u5165\u5230\u4f60\u7684\u6a21\u578b\u4e2d": 95, "pytorch\u6a21\u578b": 95, "\u901a\u5e38\u671f\u671b\u8f93\u5165": 95, "\u6570\u636e": [95, 237], "\u5047\u8bbe\u6709\u4e00\u4e2a\u6a21\u578b\u53ef\u4ee5\u5904\u74063x226x226\u7684\u56fe\u50cf": 95, "\u4e00\u4e2a226\u50cf\u7d20\u7684\u6b63\u65b9\u5f62": 95, "\u67093\u4e2a\u989c\u8272\u901a\u9053": 95, "\u5f53\u4f60\u52a0\u8f7d\u548c\u8f6c\u6362\u5b83\u65f6": 95, "\u4f60\u4f1a\u5f97\u5230\u4e00\u4e2a\u5f62\u72b6\u4e3a": 95, "226": 95, "\u4f46\u662f\u4f60\u7684\u6a21\u578b": 95, "\u671f\u671b\u8f93\u5165\u5f62\u72b6\u4e3a": 95, "\u662f\u6279\u6b21\u4e2d\u56fe\u50cf\u7684\u6570\u91cf": 95, "\u90a3\u4e48\u5982\u4f55\u521b\u5efa\u4e00\u4e2a\u6279\u6b21\u5927\u5c0f\u4e3a1\u7684\u8f93\u5165\u5462": 95, "\u65b9\u6cd5\u6dfb\u52a0\u4e86\u4e00\u4e2a\u5927\u5c0f\u4e3a1\u7684\u7ef4\u5ea6": 95, "\u5728\u6700\u524d\u9762\u6dfb\u52a0\u4e86\u4e00\u4e2a\u65b0\u76840\u7ef4\u5ea6": 95, "\u73b0\u5728\u4f60\u6709\u4e86\u4e00\u4e2a\u6279\u6b21\u5927\u5c0f\u4e3a1\u7684\u8f93\u5165": 95, "\u90a3\u4e48\u5982\u679c\u662f": 95, "\u53bb\u9664": 95, "\u591a\u4f59\u76841\u7ef4\u5ea6\u5462": 95, "\u6211\u4eec\u6240\u8bf4\u7684\u6324\u538b": 95, "\u5c31\u662f\u5229\u7528\u4e86": 95, "\u4efb\u4f55\u5927\u5c0f\u4e3a1\u7684\u7ef4\u5ea6": 95, "\u4e0d\u4f1a": 95, "\u6539\u53d8\u5f20\u91cf\u4e2d\u5143\u7d20\u7684\u6570\u91cf\u8fd9\u4e00\u4e8b\u5b9e": 95, "\u7ee7\u7eed\u4e0a\u9762\u7684\u4f8b\u5b50": 95, "\u5047\u8bbe\u6a21\u578b\u7684\u8f93\u51fa\u662f\u4e00\u4e2a20\u5143\u7d20\u7684\u5411\u91cf": 95, "\u5bf9\u4e8e\u6bcf\u4e2a\u8f93\u5165": 95, "\u90a3\u4e48\u4f60\u4f1a\u671f\u671b\u8f93\u51fa\u7684\u5f62\u72b6\u4e3a": 95, "\u662f\u8f93\u5165\u6279\u6b21\u4e2d\u7684\u5b9e\u4f8b\u6570\u91cf": 95, "\u8fd9\u610f\u5473\u7740\u5bf9\u4e8e\u6211\u4eec\u7684\u5355\u8f93\u5165\u6279\u6b21": 95, "\u6211\u4eec\u4f1a\u5f97\u5230\u5f62\u72b6\u4e3a": 95, "\u7684\u8f93\u51fa": [95, 237], "\u5982\u679c\u4f60\u60f3\u5bf9\u8be5\u8f93\u51fa\u8fdb\u884c\u4e00\u4e9b": 95, "\u975e\u6279\u6b21": 95, "\u4e00\u4e9b\u53ea\u671f\u671b20\u5143\u7d20\u5411\u91cf\u7684\u8ba1\u7b97": 95, "\u8be5\u600e\u4e48\u529e": 95, "\u4f60\u53ef\u4ee5\u4ece\u5f62\u72b6\u770b\u51fa": 95, "\u6211\u4eec\u7684\u4e8c\u7ef4\u5f20\u91cf\u73b0\u5728\u53d8\u6210\u4e86\u4e00\u7ef4\u7684": 95, "\u5982\u679c\u4f60\u4ed4\u7ec6\u89c2\u5bdf\u4e0a\u9762\u5355\u5143\u683c\u7684\u8f93\u51fa": 95, "\u4f60\u4f1a\u53d1\u73b0\u6253\u5370": 95, "\u65f6\u4f1a\u663e\u793a\u4e00\u7ec4": 95, "\u989d\u5916": 95, "\u7684\u65b9\u62ec\u53f7": 95, "\u8fd9\u662f\u56e0\u4e3a\u591a\u4e86\u4e00\u4e2a\u7ef4\u5ea6": 95, "\u4f60\u53ea\u80fd\u5bf9\u5927\u5c0f\u4e3a1\u7684\u7ef4\u5ea6\u6267\u884c": 95, "\u770b\u4e0a\u9762\u6211\u4eec\u5c1d\u8bd5\u5bf9\u5927\u5c0f\u4e3a2\u7684\u7ef4\u5ea6": 95, "\u8fdb\u884c\u6324\u538b": 95, "\u5f97\u5230\u7684\u5f62\u72b6\u4e0e\u5f00\u59cb\u65f6\u76f8\u540c": 95, "\u7684\u8c03\u7528\u53ea\u80fd\u4f5c\u7528\u4e8e\u5927\u5c0f\u4e3a1\u7684\u7ef4\u5ea6": 95, "\u56e0\u4e3a\u5bf9\u5176\u4ed6\u7ef4\u5ea6\u64cd\u4f5c\u4f1a\u6539\u53d8\u5f20\u91cf\u4e2d\u5143\u7d20\u7684\u6570\u91cf": 95, "\u4f60\u53ef\u80fd\u4f1a\u4f7f\u7528": 95, "\u7684\u53e6\u4e00\u4e2a\u573a\u666f\u662f\u4e3a\u4e86\u65b9\u4fbf\u5e7f\u64ad\u64cd\u4f5c": 95, "\u56de\u60f3\u4e00\u4e0b\u4e0a\u9762\u7684\u4f8b\u5b50": 95, "\u6211\u4eec\u6709\u4ee5\u4e0b\u4ee3\u7801": 95, "\u5176\u51c0\u6548\u679c\u662f\u5728\u7ef4\u5ea60\u548c2\u4e0a\u8fdb\u884c\u5e7f\u64ad\u64cd\u4f5c": 95, "\u5bfc\u81f4\u5f62\u72b6\u4e3a3x1\u7684\u968f\u673a\u5f20\u91cf\u4e0e": 95, "\u4e2d\u7684\u6bcf\u4e00\u52173\u5143\u7d20\u9010\u5143\u7d20\u76f8\u4e58": 95, "\u5982\u679c\u968f\u673a\u5411\u91cf\u53ea\u662f\u4e00\u4e2a3\u5143\u7d20\u5411\u91cf\u5462": 95, "\u6211\u4eec\u5c31\u5931\u53bb\u4e86\u5e7f\u64ad\u7684\u80fd\u529b": 95, "\u56e0\u4e3a\u6700\u540e\u7684\u7ef4\u5ea6\u4e0d\u4f1a\u6839\u636e\u5e7f\u64ad\u89c4\u5219\u5339\u914d": 95, "\u53ef\u4ee5\u89e3\u6551\u6211\u4eec": 95, "\u8bd5\u56fe\u5c06": 95, "\u4f1a\u5bfc\u81f4\u8fd0\u884c\u65f6\u9519\u8bef": 95, "\u53d8\u6210\u4e8c\u7ef4\u5f20\u91cf": 95, "\u5728\u672b\u5c3e\u6dfb\u52a0\u65b0\u7ef4\u5ea6": 95, "\u5e7f\u64ad\u518d\u6b21\u751f\u6548": 95, "\u65b9\u6cd5\u4e5f\u6709\u672c\u5730\u7248\u672c": 95, "batch_m": 95, "\u6709\u65f6\u4f60\u9700\u8981\u66f4\u5f7b\u5e95\u5730\u6539\u53d8\u5f20\u91cf\u7684\u5f62\u72b6": 95, "\u540c\u65f6\u4fdd\u7559\u5143\u7d20\u6570\u91cf\u548c\u5185\u5bb9\u4e0d\u53d8": 95, "\u4e00\u79cd\u60c5\u51b5\u662f\u5728\u6a21\u578b\u7684\u5377\u79ef\u5c42\u548c\u7ebf\u6027\u5c42\u4e4b\u95f4\u7684\u63a5\u53e3": 95, "\u8fd9\u5728\u56fe\u50cf\u5206\u7c7b\u6a21\u578b\u4e2d\u5f88\u5e38\u89c1": 95, "\u5377\u79ef\u6838\u4f1a\u4ea7\u751f\u5f62\u72b6\u4e3a": 95, "\u4f46\u63a5\u4e0b\u6765\u7684\u7ebf\u6027\u5c42\u671f\u671b\u4e00\u7ef4\u8f93\u5165": 95, "\u53ef\u4ee5\u4e3a\u4f60\u505a\u8fd9\u4ef6\u4e8b": 95, "\u53ea\u8981\u4f60\u8bf7\u6c42\u7684\u7ef4\u5ea6\u4e0e\u8f93\u5165\u5f20\u91cf\u5177\u6709\u76f8\u540c\u6570\u91cf\u7684\u5143\u7d20\u5373\u53ef": 95, "output3d": 95, "input1d": 95, "\u4e0a\u9762\u6700\u540e\u4e00\u884c\u5355\u5143\u683c\u4e2d\u7684": 95, "\u53c2\u6570\u662f\u56e0\u4e3apytorch\u5728\u6307\u5b9a\u5f20\u91cf\u5f62\u72b6\u65f6": 95, "\u671f\u671b\u4e00\u4e2a": 95, "\u5143\u7ec4": 95, "\u4f46\u5f53\u5f62\u72b6\u662f\u65b9\u6cd5\u7684\u7b2c\u4e00\u4e2a\u53c2\u6570\u65f6": 95, "\u5b83\u5141\u8bb8\u6211\u4eec\u53ea\u4f7f\u7528\u4e00\u7cfb\u5217\u6574\u6570": 95, "\u6211\u4eec\u5fc5\u987b\u6dfb\u52a0\u62ec\u53f7\u548c\u9017\u53f7\u6765\u8bf4\u670d\u8be5\u65b9\u6cd5\u8fd9\u786e\u5b9e\u662f\u4e00\u4e2a\u5355\u5143\u7d20\u5143\u7ec4": 95, "\u5f53\u53ef\u80fd\u65f6": 95, "\u4f1a\u8fd4\u56de\u8be5\u5f20\u91cf\u7684": 95, "\u89c6\u56fe": 95, "\u4e5f\u5c31\u662f\u4e00\u4e2a\u5355\u72ec\u7684\u5f20\u91cf\u5bf9\u8c61": 95, "\u67e5\u770b\u76f8\u540c\u7684\u5e95\u5c42\u5185\u5b58\u533a\u57df": 95, "\u8fd9\u4e00\u70b9\u5f88\u91cd\u8981": 95, "\u8fd9\u610f\u5473\u7740\u5bf9\u6e90\u5f20\u91cf\u6240\u505a\u7684\u4efb\u4f55\u66f4\u6539\u90fd\u4f1a\u53cd\u6620\u5728\u8be5\u5f20\u91cf\u7684\u89c6\u56fe\u4e0a": 95, "\u9664\u975e\u4f60": 95, "\u786e\u5b9e\u6709\u4e00\u4e9b\u6761\u4ef6": 95, "\u8d85\u51fa\u4e86\u672c\u4ecb\u7ecd\u7684\u8303\u56f4": 95, "\u5fc5\u987b\u8fd4\u56de\u6570\u636e\u7684\u526f\u672c": 95, "kinship": 95, "numpy_arrai": 95, "pytorch_tensor": 95, "pytorch_rand": 95, "numpy_rand": 95, "\u5728\u8fc7\u53bb\u7684\u89c6\u9891\u4e2d": 96, "\u6211\u4eec\u8ba8\u8bba\u5e76\u6f14\u793a\u4e86": 96, "\u6a21\u5757\u4e2d\u7684\u795e\u7ecf\u7f51\u7edc\u5c42\u548c\u51fd\u6570\u6784\u5efa\u6a21\u578b": 96, "\u81ea\u52a8\u68af\u5ea6\u8ba1\u7b97\u7684\u673a\u5236": 96, "\u8fd9\u662f\u57fa\u4e8e\u68af\u5ea6\u7684\u6a21\u578b\u8bad\u7ec3\u7684\u6838\u5fc3": 96, "\u53ef\u89c6\u5316\u8bad\u7ec3\u8fdb\u5ea6\u548c\u5176\u4ed6\u6d3b\u52a8": 96, "\u5728\u672c\u89c6\u9891\u4e2d": 96, "\u6211\u4eec\u5c06\u4e3a\u60a8\u7684\u5e93\u5b58\u6dfb\u52a0\u4e00\u4e9b\u65b0\u5de5\u5177": 96, "\u6211\u4eec\u5c06\u719f\u6089\u6570\u636e\u96c6\u548c\u6570\u636e\u52a0\u8f7d\u5668\u62bd\u8c61": 96, "\u4ee5\u53ca\u5b83\u4eec\u5982\u4f55\u7b80\u5316\u5411\u6a21\u578b\u8bad\u7ec3\u5faa\u73af\u63d0\u4f9b\u6570\u636e\u7684\u8fc7\u7a0b": 96, "\u6211\u4eec\u5c06\u8ba8\u8bba\u7279\u5b9a\u7684\u635f\u5931\u51fd\u6570\u4ee5\u53ca\u4f55\u65f6\u4f7f\u7528\u5b83\u4eec": 96, "\u6211\u4eec\u5c06\u4e86\u89e3": 96, "\u5b83\u4eec\u5b9e\u73b0\u4e86\u6839\u636e\u635f\u5931\u51fd\u6570\u7684\u7ed3\u679c\u8c03\u6574\u6a21\u578b\u6743\u91cd\u7684\u7b97\u6cd5": 96, "\u6211\u4eec\u5c06\u628a\u6240\u6709\u8fd9\u4e9b\u7ed3\u5408\u8d77\u6765": 96, "\u770b\u4e00\u4e2a\u5b8c\u6574\u7684": 96, "\u8bad\u7ec3\u5faa\u73af\u7684\u5b9e\u9645\u8fd0\u884c": 96, "\u7c7b\u5c01\u88c5\u4e86\u4ece\u5b58\u50a8\u4e2d\u63d0\u53d6\u6570\u636e\u5e76\u4ee5\u6279\u6b21\u5f62\u5f0f\u66b4\u9732\u7ed9\u8bad\u7ec3\u5faa\u73af\u7684\u8fc7\u7a0b": 96, "\u8d1f\u8d23\u8bbf\u95ee\u548c\u5904\u7406\u5355\u4e2a\u6570\u636e\u5b9e\u4f8b": 96, "\u4e2d\u63d0\u53d6\u6570\u636e\u5b9e\u4f8b": 96, "\u65e0\u8bba\u662f\u81ea\u52a8\u63d0\u53d6\u8fd8\u662f\u4f7f\u7528\u60a8\u5b9a\u4e49\u7684\u91c7\u6837\u5668": 96, "\u5c06\u5b83\u4eec\u6536\u96c6\u5230\u6279\u6b21\u4e2d": 96, "\u5e76\u8fd4\u56de\u7ed9\u60a8\u7684\u8bad\u7ec3\u5faa\u73af\u8fdb\u884c\u6d88\u8d39": 96, "\u53ef\u4ee5\u4e0e\u6240\u6709\u7c7b\u578b\u7684\u6570\u636e\u96c6\u4e00\u8d77\u4f7f\u7528": 96, "\u65e0\u8bba\u5b83\u4eec\u5305\u542b\u4ec0\u4e48\u7c7b\u578b\u7684\u6570\u636e": 96, "\u5bf9\u4e8e\u672c\u6559\u7a0b": [96, 220, 234, 243, 244, 249, 250, 251], "\u63d0\u4f9b\u7684": 96, "\u6765\u96f6\u4e2d\u5fc3\u548c\u6807\u51c6\u5316\u56fe\u50cf\u74e6\u7247\u5185\u5bb9\u7684\u5206\u5e03": 96, "\u5e76\u4e0b\u8f7d\u8bad\u7ec3\u548c\u9a8c\u8bc1\u6570\u636e\u5206\u5272": 96, "datetim": [96, 122, 147], "\u521b\u5efa\u8bad\u7ec3\u548c\u9a8c\u8bc1\u6570\u636e\u96c6": 96, "\u5982\u679c\u9700\u8981\u5219\u4e0b\u8f7d": 96, "\u4e3a\u6211\u4eec\u7684\u6570\u636e\u96c6\u521b\u5efa\u6570\u636e\u52a0\u8f7d\u5668": 96, "\u8bad\u7ec3\u65f6\u6253\u4e71": 96, "\u9a8c\u8bc1\u65f6\u4e0d\u6253\u4e71": 96, "\u7c7b\u522b\u6807\u7b7e": 96, "\u62a5\u544a\u5206\u5272\u5927\u5c0f": 96, "\u8bad\u7ec3\u96c6\u6709": 96, "\u4e2a\u5b9e\u4f8b": 96, "\u9a8c\u8bc1\u96c6\u6709": 96, "\u50cf\u5f80\u5e38\u4e00\u6837": 96, "\u8ba9\u6211\u4eec\u53ef\u89c6\u5316\u6570\u636e\u4f5c\u4e3a\u5065\u5168\u6027\u68c0\u67e5": 96, "\u53cd\u6807\u51c6\u5316": 96, "\u6211\u4eec\u5728\u672c\u4f8b\u4e2d\u4f7f\u7528\u7684\u6a21\u578b\u662f": 96, "\u7684\u53d8\u4f53": 96, "\u5982\u679c\u60a8\u89c2\u770b\u4e86\u672c\u7cfb\u5217\u7684\u524d\u51e0\u4e2a\u89c6\u9891": 96, "\u5e94\u8be5\u4f1a\u5f88\u719f\u6089": 96, "\u6a21\u578b\u7ee7\u627f\u81ea": 96, "garmentclassifi": 96, "\u5bf9\u4e8e\u672c\u4f8b": [96, 211, 237], "\u6211\u4eec\u5c06\u4f7f\u7528\u4ea4\u53c9\u71b5\u635f\u5931": 96, "\u4e3a\u4e86\u6f14\u793a\u76ee\u7684": 96, "\u6211\u4eec\u5c06\u521b\u5efa\u865a\u62df\u8f93\u51fa\u548c\u6807\u7b7e\u503c\u7684\u6279\u6b21": 96, "\u5c06\u5b83\u4eec\u901a\u8fc7\u635f\u5931\u51fd\u6570": 96, "\u5e76\u68c0\u67e5\u7ed3\u679c": 96, "\u635f\u5931\u51fd\u6570\u671f\u671b\u6570\u636e\u4ee5\u6279\u6b21\u5f62\u5f0f": 96, "\u6240\u4ee5\u6211\u4eec\u521b\u5efa\u4e86": 96, "\u4e2a\u6279\u6b21": 96, "\u8868\u793a\u6a21\u578b\u5bf9\u7ed9\u5b9a\u8f93\u5165\u7684": 96, "\u4e2a\u7c7b\u522b\u4e2d\u6bcf\u4e00\u4e2a\u7684\u7f6e\u4fe1\u5ea6": 96, "dummy_output": 96, "\u8868\u793a\u6b63\u786e\u7684\u7c7b\u522b\u5728\u6d4b\u8bd5\u7684": 96, "\u4e2a\u7c7b\u522b\u4e2d": 96, "dummy_label": 96, "\u6b64\u6279\u6b21\u7684\u603b\u635f\u5931": 96, "\u6211\u4eec\u5c06\u4f7f\u7528\u5e26\u52a8\u91cf\u7684\u7b80\u5355\u968f\u673a\u68af\u5ea6\u4e0b\u964d": 96, "\u5c1d\u8bd5\u4e00\u4e9b\u4f18\u5316\u65b9\u6848\u7684\u53d8\u4f53\u4f1a\u5f88\u6709\u542f\u53d1\u6027": 96, "\u5b66\u4e60\u7387\u51b3\u5b9a\u4e86\u4f18\u5316\u5668\u91c7\u53d6\u7684\u6b65\u957f\u5927\u5c0f": 96, "\u4e0d\u540c\u7684\u5b66\u4e60\u7387\u5bf9\u60a8\u7684\u8bad\u7ec3\u7ed3\u679c\u6709\u4f55\u5f71\u54cd": 96, "\u5728\u51c6\u786e\u6027\u548c\u6536\u655b\u65f6\u95f4\u65b9\u9762": 96, "\u52a8\u91cf\u5728\u591a\u4e2a\u6b65\u9aa4\u4e2d\u5c06\u4f18\u5316\u5668\u63a8\u5411\u6700\u5f3a\u68af\u5ea6\u7684\u65b9\u5411": 96, "\u6539\u53d8\u8fd9\u4e2a\u503c\u4f1a\u5bf9\u7ed3\u679c\u4ea7\u751f\u4ec0\u4e48\u5f71\u54cd": 96, "\u5c1d\u8bd5\u4e00\u4e9b\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5": 96, "\u5982\u5e73\u5747": 96, "\u60a8\u7684\u7ed3\u679c\u6709\u4f55\u4e0d\u540c": 96, "\u5305\u4e2d\u6307\u5b9a\u4f18\u5316\u5668": 96, "\u6211\u4eec\u6709\u4e00\u4e2a\u6267\u884c\u4e00\u4e2a\u8bad\u7ec3\u5468\u671f\u7684\u51fd\u6570": 96, "\u679a\u4e3e\u6570\u636e": 96, "\u5e76\u5728\u5faa\u73af\u7684\u6bcf\u4e00\u6b21\u901a\u8fc7\u65f6\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c": 96, "\u83b7\u53d6\u4e00\u6279\u8bad\u7ec3\u6570\u636e": 96, "\u5c06\u4f18\u5316\u5668\u7684\u68af\u5ea6\u5f52\u96f6": 96, "\u6267\u884c\u63a8\u7406": 96, "\u4e5f\u5c31\u662f\u4ece\u6a21\u578b\u83b7\u53d6\u8f93\u5165\u6279\u6b21\u7684\u9884\u6d4b": 96, "\u8ba1\u7b97\u8be5\u7ec4\u9884\u6d4b\u4e0e\u6570\u636e\u96c6\u4e0a\u7684\u6807\u7b7e\u4e4b\u95f4\u7684\u635f\u5931": 96, "\u8ba1\u7b97\u5b66\u4e60\u6743\u91cd\u7684\u53cd\u5411\u68af\u5ea6": 96, "\u544a\u8bc9\u4f18\u5316\u5668\u6267\u884c\u4e00\u4e2a\u5b66\u4e60\u6b65\u9aa4": 96, "\u4e5f\u5c31\u662f\u6839\u636e\u6211\u4eec\u9009\u62e9\u7684\u4f18\u5316\u7b97\u6cd5": 96, "\u57fa\u4e8e\u8be5\u6279\u6b21\u89c2\u5bdf\u5230\u7684\u68af\u5ea6\u6765\u8c03\u6574\u6a21\u578b\u7684\u5b66\u4e60\u6743\u91cd": 96, "\u5b83\u6bcf": 96, "\u4e2a\u6279\u6b21\u62a5\u544a\u4e00\u6b21\u635f\u5931": 96, "\u5b83\u62a5\u544a\u6700\u540e": 96, "\u4e2a\u6279\u6b21\u7684\u5e73\u5747\u6bcf\u6279\u6b21\u635f\u5931": 96, "\u4ee5\u4fbf\u4e0e\u9a8c\u8bc1\u8fd0\u884c\u8fdb\u884c\u6bd4\u8f83": 96, "epoch_index": 96, "tb_writer": 96, "last_loss": 96, "\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u8ddf\u8e2a\u6279\u6b21\u7d22\u5f15\u5e76\u8fdb\u884c\u4e00\u4e9b\u5468\u671f\u5185\u62a5\u544a": 96, "\u6bcf\u4e2a\u6570\u636e\u5b9e\u4f8b\u90fd\u662f\u4e00\u4e2a\u8f93\u5165": 96, "\u6807\u7b7e\u5bf9": 96, "\u5bf9\u4e8e\u6bcf\u4e2a\u6279\u6b21": 96, "\u5bf9\u8be5\u6279\u6b21\u8fdb\u884c\u9884\u6d4b": 96, "\u8ba1\u7b97\u635f\u5931\u53ca\u5176\u68af\u5ea6": 96, "\u8c03\u6574\u5b66\u4e60\u6743\u91cd": 96, "\u6536\u96c6\u6570\u636e\u5e76\u62a5\u544a": 96, "\u6bcf\u6279\u6b21\u635f\u5931": 96, "tb_x": 96, "\u6211\u4eec\u6bcf\u4e2a\u5468\u671f\u9700\u8981\u505a\u7684\u4e8b\u60c5\u6709": 96, "\u901a\u8fc7\u68c0\u67e5\u672a\u7528\u4e8e\u8bad\u7ec3\u7684\u4e00\u7ec4\u6570\u636e\u4e0a\u7684\u76f8\u5bf9\u635f\u5931\u6765\u6267\u884c\u9a8c\u8bc1": 96, "\u5e76\u62a5\u544a\u8fd9\u4e00\u70b9": 96, "\u4fdd\u5b58\u6a21\u578b\u7684\u526f\u672c": 96, "\u6211\u4eec\u5c06\u5728": 96, "\u4e2d\u8fdb\u884c\u62a5\u544a": 96, "\u8fd9\u9700\u8981\u8f6c\u5230\u547d\u4ee4\u884c\u542f\u52a8": 96, "\u5e76\u5728\u53e6\u4e00\u4e2a\u6d4f\u89c8\u5668\u9009\u9879\u5361\u4e2d\u6253\u5f00\u5b83": 96, "\u5728\u5355\u72ec\u7684\u5355\u5143\u683c\u4e2d\u521d\u59cb\u5316": 96, "\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u8f7b\u677e\u5730\u5c06\u66f4\u591a\u5468\u671f\u6dfb\u52a0\u5230\u540c\u4e00\u8fd0\u884c\u4e2d": 96, "timestamp": [96, 128, 144], "strftime": [96, 122, 147], "fashion_trainer_": 96, "epoch_numb": 96, "best_vloss": 96, "\u5468\u671f": 96, "\u786e\u4fdd\u68af\u5ea6\u8ddf\u8e2a\u5df2\u6253\u5f00": 96, "\u5e76\u5bf9\u6570\u636e\u8fdb\u884c\u4e00\u6b21\u4f20\u9012": 96, "\u5c06\u6a21\u578b\u8bbe\u7f6e\u4e3a\u8bc4\u4f30\u6a21\u5f0f": 96, "\u7981\u7528": 96, "\u5e76\u4f7f\u7528\u6279\u91cf\u89c4\u8303\u5316\u7684\u7fa4\u4f53\u7edf\u8ba1\u6570\u636e": 96, "\u7981\u7528\u68af\u5ea6\u8ba1\u7b97\u5e76\u51cf\u5c11\u5185\u5b58\u6d88\u8017": 96, "\u6709\u6548": 96, "\u5bf9\u4e8e\u8bad\u7ec3\u548c\u9a8c\u8bc1": 96, "\u8bad\u7ec3\u4e0e\u9a8c\u8bc1\u635f\u5931": 96, "\u8ddf\u8e2a\u6700\u4f73\u6027\u80fd": 96, "\u5e76\u4fdd\u5b58\u6a21\u578b\u7684\u72b6\u6001": 96, "model_path": [96, 223], "\u8981\u52a0\u8f7d\u4fdd\u5b58\u7684\u6a21\u578b\u7248\u672c": 96, "\u4e00\u65e6\u52a0\u8f7d\u4e86\u6a21\u578b": 96, "\u5b83\u5c31\u53ef\u4ee5\u7528\u4e8e\u60a8\u9700\u8981\u7684\u4efb\u4f55\u4e8b\u60c5": 96, "\u66f4\u591a\u8bad\u7ec3": 96, "\u63a8\u7406\u6216\u5206\u6790": 96, "\u5982\u679c\u60a8\u7684\u6a21\u578b\u6709\u5f71\u54cd\u6a21\u578b\u7ed3\u6784\u7684\u6784\u9020\u51fd\u6570\u53c2\u6570": 96, "\u60a8\u9700\u8981\u63d0\u4f9b\u5b83\u4eec\u5e76\u4ee5\u4e0e\u4fdd\u5b58\u65f6\u76f8\u540c\u7684\u65b9\u5f0f\u914d\u7f6e\u6a21\u578b": 96, "\u4e0a\u7684\u6570\u636e\u5de5\u5177\u6587\u6863": 96, "\u5173\u4e8e\u4f7f\u7528\u56fa\u5b9a\u5185\u5b58\u8fdb\u884c": 96, "\u8bad\u7ec3\u7684\u8bf4\u660e": 96, "\u4e2d\u53ef\u7528\u6570\u636e\u96c6\u7684\u6587\u6863": 96, "\u4e2d\u53ef\u7528\u635f\u5931": 96, "trainingyt": 96, "alexandro": 97, "chariton": 97, "computation": [97, 172], "lightweight": [97, 121, 157], "drone": 97, "4gb": [97, 153, 159, 224], "satur": [97, 200], "subtract": 97, "greedi": [97, 113, 118, 137, 147, 161], "transforms_cifar": 97, "test_dataset": [97, 115], "num_images_to_keep": 97, "50_000": [97, 160], "train_load": [97, 122, 123, 130, 163, 167, 169, 221, 222, 255], "extractor": [97, 172], "neuron": 97, "deepnn": 97, "lightnn": 97, "detriment": 97, "denot": [97, 99, 102, 190, 191, 194, 264], "nn_deep": 97, "test_accuracy_deep": 97, "nn_light": 97, "new_nn_light": 97, "conclud": [97, 131, 150, 201], "total_params_deep": 97, "total_params_light": 97, "test_accuracy_light_c": 97, "interven": 97, "soft": [97, 161], "mistaken": 97, "valuabl": [97, 166, 194], "alon": [97, 112, 124, 166, 170], "meaningfulli": 97, "smoother": 97, "soft_target_loss_weight": 97, "ce_loss_weight": 97, "train_knowledge_distil": 97, "ce_loss": 97, "teacher_logit": 97, "student_logit": 97, "soft_target": 97, "soft_prob": 97, "soft_targets_loss": 97, "label_loss": 97, "ce": [97, 166], "test_accuracy_light_ce_and_kd": 97, "kd": 97, "coeffici": 97, "convei": [97, 201], "naiv": [97, 125, 146, 155, 165, 194], "rational": 97, "capac": [97, 132, 160, 161, 172], "cosineembeddingloss": [97, 110], "obvious": [97, 101, 164], "somehow": [97, 103], "modifieddeepnncosin": 97, "flattened_conv_output": 97, "flattened_conv_output_after_pool": 97, "avg_pool1d": 97, "modifiedlightnncosin": 97, "modified_nn_deep": 97, "deep_nn": 97, "modified_deep_nn": 97, "modified_nn_light": 97, "hidden_represent": 97, "sample_input": [97, 210, 248], "total_class": 97, "hidden_representation_s": 97, "train_cosine_loss": 97, "hidden_rep_loss_weight": 97, "cosine_loss": 97, "teacher_hidden_represent": 97, "student_hidden_represent": 97, "hidden_rep_loss": 97, "test_multiple_output": 97, "disregard": 97, "test_accuracy_light_ce_and_cosine_loss": 97, "convolutional_fe_output_stud": 97, "convolutional_fe_output_teach": 97, "modifieddeepnnregressor": 97, "conv_feature_map": 97, "modifiedlightnnregressor": 97, "regressor_output": 97, "train_mse_loss": 97, "feature_map_weight": 97, "teacher_feature_map": 97, "regressor_feature_map": 97, "modified_nn_light_reg": 97, "modified_nn_deep_reg": 97, "test_accuracy_light_ce_and_mse_loss": 97, "cosineloss": 97, "wiggl": 97, "regressorms": 97, "hinton": [97, 127], "vinyal": 97, "dean": 97, "workshop": 97, "romero": 97, "balla": 97, "kahou": 97, "chassang": 97, "gatta": 97, "bengio": 97, "fitnet": 97, "thin": [97, 264], "confer": 97, "knowledge_distillation_tutori": 97, "kit": 98, "dynet": [98, 100], "opposit": [98, 191], "theano": [98, 100], "kera": [98, 100, 111], "difficult": [98, 113, 146, 154, 166, 192, 196, 206], "constitu": 98, "roughli": [98, 122, 134, 145, 150, 182], "fat": [98, 113], "exception": 98, "entiti": [98, 103, 176, 264], "recognit": 98, "tagger": 98, "ner": 98, "sound": [98, 101, 174, 175], "scari": 98, "viterbi": [98, 102], "sum_": [98, 103, 161], "psi_i": 98, "sum_i": 98, "partit": [98, 121, 124, 136, 150], "emiss": 98, "textbf": 98, "psi_": 98, "y_i": [98, 102], "x_i": [98, 99], "tran": [98, 172], "h_i": [98, 102], "collin": 98, "robert": [98, 99, 101, 102, 103, 235], "guthri": [98, 99, 101, 102, 103, 235], "prepare_sequ": [98, 102], "to_ix": [98, 102], "log_sum_exp": 98, "max_scor": 98, "max_score_broadcast": 98, "bilstm_crf": 98, "tag_to_ix": [98, 102], "word_emb": 98, "num_lay": [98, 182, 231], "start_tag": 98, "stop_tag": 98, "_forward_alg": 98, "feat": [98, 172], "init_alpha": 98, "forward_var": 98, "alphas_t": 98, "next_tag": 98, "emit_scor": 98, "ith": [98, 103, 194], "trans_scor": 98, "next_tag_var": 98, "terminal_var": 98, "_get_lstm_featur": 98, "lstm_feat": 98, "_score_sent": 98, "_viterbi_decod": 98, "backpoint": 98, "init_vvar": 98, "bptrs_t": 98, "viterbivars_t": 98, "best_tag_id": 98, "path_scor": 98, "best_path": 98, "dont": [98, 99], "caller": [98, 135, 163], "saniti": [98, 126, 160, 172], "neg_log_likelihood": 98, "forward_scor": 98, "gold_scor": 98, "bilstm": 98, "tag_seq": 98, "street": [98, 265], "journal": 98, "todai": [98, 117, 158, 192, 224], "corpor": [98, 138], "monei": 98, "georgia": 98, "tech": 98, "univers": [98, 113, 115, 161, 172, 177, 264], "word_to_ix": [98, 99, 102, 103], "precheck_s": 98, "precheck_tag": 98, "sentence_in": [98, 102], "anywai": [98, 101], "gold": [98, 166], "perceptron": [98, 177], "score_sent": 98, "advanced_tutori": [98, 100], "workhors": 99, "2x5": 99, "acx": 99, "ac": [99, 172, 267], "sigma": [99, 160], "plenti": 99, "peopl": [99, 100, 103, 113, 117, 186, 201, 264], "shy": 99, "vanish": 99, "linearit": 99, "sum_j": 99, "x_j": 99, "theres": 99, "unseen": [99, 103], "supervis": [99, 167, 172], "eta": 99, "vari": [99, 113, 130, 147, 166, 173, 182, 183, 192, 194, 200, 224], "spanish": [99, 127, 128], "bow": 99, "gusta": 99, "comer": 99, "cafeteria": 99, "creo": 99, "que": [99, 166], "sea": [99, 118], "una": 99, "buena": 99, "yo": 99, "si": [99, 156, 166], "bowclassifi": 99, "bow_vec": 99, "make_bow_vector": 99, "make_target": 99, "label_to_ix": 99, "bow_vector": 99, "log_prob": [99, 103, 162, 164], "bigger": [99, 127, 128, 159, 172, 264], "0th": [99, 155, 157, 165, 194], "deep_learning_tutori": [99, 100], "russel": 100, "norvig": 100, "book": [100, 102], "rip": 100, "pytorch_tutori": [100, 101], "word_embeddings_tutori": [100, 103], "lexic": 100, "sequence_models_tutori": [100, 102, 235], "bi": [100, 138], "crf": 100, "v_data": 101, "m_data": 101, "2x2x2": 101, "t_data": 101, "terminolog": 101, "z_1": 101, "x_2": [101, 116, 151, 264], "y_2": [101, 116], "z_2": 101, "complain": 101, "vagu": 101, "programm": [101, 103, 198, 200, 264], "x_0": [101, 264], "overbrac": [101, 102, 103], "y_0": 101, "z_0": 101, "gloss": 101, "new_z": 101, "NO": 101, "forgotten": 101, "classic": [102, 113, 148, 154, 167], "markov": 102, "myriad": 102, "cow": 102, "q_": [102, 103, 147], "2nd": [102, 129, 163, 194], "reader": [102, 136, 150, 177, 264], "unfamiliar": 102, "w_1": 102, "w_m": 102, "w_i": [102, 103], "_i": [102, 186], "_1": [102, 254], "_m": 102, "_j": 102, "ah_i": 102, "noun": 102, "verb": 102, "ate": 102, "everybodi": [102, 136], "affix": [102, 103], "bear": 102, "ly": 102, "adverb": 102, "c_w": 102, "x_w": 102, "po": [102, 118, 172], "capit": [103, 264], "enorm": [103, 172], "notion": [103, 118], "mathematician": 103, "physicist": 103, "orthograph": 103, "linguist": 103, "hypothesi": 103, "coffe": 103, "phi": [103, 264], "dissimilar": 103, "pain": [103, 113], "earth": [103, 113], "herself": 103, "lookup_tensor": 103, "hello_emb": 103, "context_s": 103, "shakespear": [103, 165], "sonnet": 103, "test_sent": 103, "forti": 103, "winter": [103, 113], "besieg": 103, "thy": 103, "brow": 103, "trench": 103, "beauti": [103, 230], "youth": 103, "proud": 103, "liveri": 103, "gaze": 103, "Will": 103, "totter": 103, "weed": [103, 190], "treasur": 103, "lusti": 103, "thine": 103, "sunken": 103, "eat": [103, 153], "shame": 103, "thriftless": 103, "prais": 103, "thou": 103, "couldst": 103, "mine": [103, 165, 264], "excus": 103, "blood": 103, "cold": [103, 113, 166], "word_i": 103, "ngram": 103, "ngramlanguagemodel": 103, "context_idx": 103, "cbow": 103, "probabilist": [103, 160], "q_w": 103, "raw_text": 103, "studi": [103, 115, 121, 126, 157, 172, 177], "beings": 103, "inhabit": 103, "evolut": 103, "conjur": 103, "spell": [103, 127], "dedupl": 103, "make_context_vector": 103, "jeremi": 104, "howard": [104, 147, 156], "rachel": 104, "thoma": 104, "ingham": 104, "\u6211\u4eec\u5efa\u8bae\u5c06\u672c\u6559\u7a0b\u4f5c\u4e3a\u7b14\u8bb0\u672c": 104, "\u8fd0\u884c": [104, 231], "\u8bf7\u70b9\u51fb\u9875\u9762\u9876\u90e8\u7684\u94fe\u63a5": 104, "\u4e0b\u8f7d\u7b14\u8bb0\u672c": 104, "\u63d0\u4f9b\u4e86\u4f18\u96c5\u8bbe\u8ba1\u7684\u6a21\u5757\u548c\u7c7b": 104, "\u4ee5\u5e2e\u52a9\u4f60\u521b\u5efa\u548c\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc": 104, "\u4e3a\u4e86\u5145\u5206\u5229\u7528\u5b83\u4eec\u7684\u529f\u80fd": 104, "\u5e76\u901a\u8fc7\u81ea\u5b9a\u4e49\u5bf9\u5e94\u6a21\u5757\u6216\u7c7b": 104, "\u6765\u89e3\u51b3\u7279\u5b9a\u95ee\u9898": 104, "\u9700\u8981\u7406\u89e3\u5b83\u4eec\u7684\u5177\u4f53\u529f\u80fd": 104, "\u6211\u4eec\u5c06\u9996\u5148\u5728": 104, "\u6570\u636e\u96c6\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u57fa\u672c\u7684\u795e\u7ecf\u7f51\u7edc": 104, "\u800c\u4e0d\u4f7f\u7528\u8fd9\u4e9b\u6a21\u578b\u7684\u4efb\u4f55\u7279\u6027": 104, "\u6211\u4eec\u6700\u521d\u53ea\u4f7f\u7528\u6700\u57fa\u672c\u7684": 104, "\u5f20\u91cf\u529f\u80fd": 104, "\u6211\u4eec\u5c06\u9010\u6b65\u6dfb\u52a0": 104, "\u4e2d\u7684\u4e00\u4e2a\u7279\u6027": 104, "\u5c55\u793a\u6bcf\u4e2a\u90e8\u5206\u7684\u4f5c\u7528": 104, "\u4ee5\u53ca\u5982\u4f55\u4f7f\u7528\u5b83\u4eec\u8ba9\u4ee3\u7801\u66f4\u7b80\u6d01\u6216\u66f4\u7075\u6d3b": 104, "\u672c\u6559\u7a0b\u5047\u5b9a\u4f60\u5df2\u7ecf\u5b89\u88c5\u4e86": 104, "\u5e76\u4e14\u719f\u6089\u5f20\u91cf\u64cd\u4f5c\u7684\u57fa\u7840\u77e5\u8bc6": 104, "\u5982\u679c\u4f60\u719f\u6089": 104, "\u6570\u7ec4\u64cd\u4f5c": 104, "\u4f60\u4f1a\u53d1\u73b0\u8fd9\u91cc\u4f7f\u7528\u7684": 104, "\u5f20\u91cf\u64cd\u4f5c\u51e0\u4e4e\u76f8\u540c": 104, "\u6211\u4eec\u5c06\u4f7f\u7528\u7ecf\u5178\u7684": 104, "\u8be5\u6570\u636e\u96c6\u5305\u542b\u624b\u7ed8\u6570\u5b57": 104, "0\u52309\u4e4b\u95f4": 104, "\u6765\u5904\u7406\u8def\u5f84": 104, "\u6807\u51c6\u5e93\u7684\u4e00\u90e8\u5206": 104, "\u4e0b\u8f7d\u6570\u636e\u96c6": 104, "\u6211\u4eec\u53ea\u4f1a\u5728\u4f7f\u7528\u6a21\u5757\u65f6\u624d\u5bfc\u5165\u5b83\u4eec": 104, "\u56e0\u6b64\u4f60\u53ef\u4ee5\u6e05\u695a\u5730\u770b\u5230\u6bcf\u4e2a\u6b65\u9aa4\u4e2d\u6b63\u5728\u4f7f\u7528\u7684\u5185\u5bb9": 104, "exist_ok": 104, "\u8fd9\u4e2a\u6570\u636e\u96c6\u662f": 104, "\u6570\u7ec4\u683c\u5f0f\u7684": 104, "\u5e76\u4e14\u4f7f\u7528": 104, "\u5b58\u50a8": 104, "\u8fd9\u662f\u4e00\u4e2a": 104, "\u7279\u6709\u7684\u7528\u4e8e\u5e8f\u5217\u5316\u6570\u636e\u7684\u683c\u5f0f": 104, "gzip": 104, "as_posix": [104, 126], "x_train": [104, 151], "y_train": 104, "x_valid": 104, "y_valid": 104, "latin": 104, "\u6bcf\u5f20\u56fe\u50cf\u7684\u5c3a\u5bf8\u4e3a": 104, "\u5e76\u4ee5\u957f\u5ea6\u4e3a": 104, "\u7684\u5c55\u5e73\u884c\u5b58\u50a8": 104, "\u8ba9\u6211\u4eec\u6765\u770b\u770b\u5176\u4e2d\u4e00\u5f20": 104, "\u6211\u4eec\u9700\u8981\u5148\u5c06\u5176\u91cd\u5851\u4e3a\u4e8c\u7ef4": 104, "\u5728\u4e0d\u4f7f\u7528": 104, "\u65f6\u4f7f\u7528": [104, 238], "importerror": 104, "\u6240\u4ee5\u6211\u4eec\u9700\u8981\u8f6c\u6362\u6211\u4eec\u7684\u6570\u636e": 104, "\u6211\u4eec\u53ea\u4f7f\u7528": [104, 251], "\u5f20\u91cf\u64cd\u4f5c\u521b\u5efa\u4e00\u4e2a\u6a21\u578b": 104, "\u6211\u4eec\u5047\u8bbe\u4f60\u5df2\u7ecf\u719f\u6089\u795e\u7ecf\u7f51\u7edc\u7684\u57fa\u7840\u77e5\u8bc6": 104, "\u5982\u679c\u4e0d\u719f\u6089": 104, "\u63d0\u4f9b\u65b9\u6cd5\u6765\u521b\u5efa": 104, "\u968f\u673a": 104, "\u96f6": 104, "\u586b\u5145\u7684\u5f20\u91cf": 104, "\u6211\u4eec\u5c06\u4f7f\u7528\u8fd9\u4e9b\u65b9\u6cd5\u4e3a\u4e00\u4e2a\u7b80\u5355\u7684\u7ebf\u6027\u6a21\u578b\u521b\u5efa\u6743\u91cd\u548c\u504f\u7f6e": 104, "\u8fd9\u4e9b\u53ea\u662f\u5e38\u89c4\u7684\u5f20\u91cf": 104, "\u6709\u4e00\u4e2a\u975e\u5e38\u7279\u522b\u7684\u9644\u52a0\u529f\u80fd": 104, "\u6211\u4eec\u544a\u8bc9": 104, "\u5b83\u4eec\u9700\u8981\u68af\u5ea6": 104, "\u4f1a\u8bb0\u5f55\u5728\u5f20\u91cf\u4e0a\u5b8c\u6210\u7684\u6240\u6709\u64cd\u4f5c": 104, "\u4ee5\u4fbf\u5728\u53cd\u5411\u4f20\u64ad\u671f\u95f4": 104, "\u81ea\u52a8": 104, "\u8ba1\u7b97\u68af\u5ea6": 104, "\u5bf9\u4e8e\u6743\u91cd": 104, "\u6211\u4eec\u5728\u521d\u59cb\u5316": 104, "\u8bbe\u7f6e": [104, 216, 248], "\u56e0\u4e3a\u6211\u4eec\u4e0d\u5e0c\u671b\u521d\u59cb\u5316\u6b65\u9aa4\u5305\u62ec\u5728\u68af\u5ea6\u4e2d": 104, "\u4e2d\u7684\u5c3e\u968f": 104, "\u8868\u793a\u64cd\u4f5c\u662f\u5728\u539f\u5730\u6267\u884c": 104, "\u7531\u4e8e": [104, 250], "\u80fd\u591f\u81ea\u52a8\u8ba1\u7b97\u68af\u5ea6": 104, "\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u4efb\u4f55\u6807\u51c6\u7684": 104, "\u6216\u53ef\u8c03\u7528\u5bf9\u8c61": 104, "\u4f5c\u4e3a\u6a21\u578b": 104, "\u8ba9\u6211\u4eec\u7f16\u5199\u4e00\u4e2a\u7b80\u5355\u7684\u77e9\u9635\u4e58\u6cd5\u548c\u5e7f\u64ad\u52a0\u6cd5": 104, "\u6765\u521b\u5efa\u4e00\u4e2a\u7b80\u5355\u7684\u7ebf\u6027\u6a21\u578b": 104, "\u6211\u4eec\u8fd8\u9700\u8981\u7f16\u5199\u4e00\u4e2a\u6fc0\u6d3b\u51fd\u6570": 104, "\u63d0\u4f9b\u4e86\u8bb8\u591a\u9884\u5148\u7f16\u5199\u7684\u635f\u5931\u51fd\u6570": 104, "\u6fc0\u6d3b\u51fd\u6570\u7b49": 104, "\u4f60\u4ecd\u53ef\u4ee5\u4f7f\u7528\u666e\u901a\u7684": 104, "\u7f16\u5199\u81ea\u5df1\u7684\u51fd\u6570": 104, "\u4f1a\u4e3a\u4f60\u7684\u51fd\u6570\u81ea\u52a8\u521b\u5efa": 104, "\u6216\u77e2\u91cf\u5316": 104, "\u4ee3\u7801": [104, 258], "xb": 104, "\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d": [104, 129], "\u8868\u793a\u77e9\u9635\u4e58\u6cd5\u64cd\u4f5c": 104, "\u5728\u4e00\u4e2a\u6570\u636e\u6279\u6b21\u4e0a\u8c03\u7528\u6211\u4eec\u7684\u51fd\u6570": 104, "\u5728\u672c\u4f8b\u4e2d\u4e3a64\u5f20\u56fe\u50cf": 104, "\u8fd9\u5c31\u662f\u4e00\u6b21": 104, "\u524d\u5411\u4f20\u9012": 104, "\u7531\u4e8e\u6211\u4eec\u5728\u5f00\u59cb\u65f6\u8bbe\u7f6e\u6743\u91cd\u4e3a\u968f\u673a\u6570\u503c": 104, "\u6b64\u65f6\u9884\u6d4b\u7ed3\u679c\u51c6\u786e\u6027\u8f83\u4f4e": 104, "\u5f20\u91cf\u4e0d\u4ec5\u5305\u542b\u5f20\u91cf\u503c": 104, "\u8fd8\u5305\u542b\u68af\u5ea6\u51fd\u6570": 104, "\u5728\u7a0d\u540e\u7684\u53cd\u5411\u4f20\u64ad\u8fc7\u7a0b\u4e2d\u4f1a\u7528\u5230\u5b83": 104, "\u8ba9\u6211\u4eec\u5b9e\u73b0": 104, "\u6211\u4eec\u53ef\u4ee5\u53ea\u4f7f\u7528\u6807\u51c6\u7684": 104, "nll": 104, "loss_func": 104, "\u8ba9\u6211\u4eec\u4f7f\u7528\u6211\u4eec\u7684\u968f\u673a\u6a21\u578b\u6765\u68c0\u67e5\u635f\u5931": 104, "\u8fd9\u6837\u6211\u4eec\u5c31\u53ef\u4ee5\u770b\u5230\u5728\u4e4b\u540e\u8fdb\u884c\u53cd\u5411\u4f20\u64ad\u540e": 104, "\u9884\u6d4b\u7ed3\u679c\u51c6\u786e\u7387\u662f\u5426\u6709\u6240\u63d0\u5347": 104, "yb": 104, "\u6211\u4eec\u8fd8\u8981\u5b9e\u73b0\u4e00\u4e2a\u51fd\u6570\u6765\u8ba1\u7b97\u6211\u4eec\u6a21\u578b\u7684\u51c6\u786e\u7387": 104, "\u5bf9\u4e8e\u6bcf\u4e2a\u9884\u6d4b\u7ed3\u679c": 104, "\u5982\u679c\u5177\u6709\u6700\u5927\u503c\u7684\u7d22\u5f15\u4e0e\u76ee\u6807\u503c\u5339\u914d": 104, "\u5219\u9884\u6d4b\u662f\u6b63\u786e\u7684": 104, "\u68c0\u67e5\u6211\u4eec\u968f\u673a\u6a21\u578b\u7684\u51c6\u786e\u7387": 104, "\u8fd9\u6837\u6211\u4eec\u5c31\u53ef\u4ee5\u770b\u5230\u968f\u7740\u635f\u5931\u7684\u6539\u5584": 104, "\u51c6\u786e\u7387\u662f\u5426\u6709\u6240\u63d0\u9ad8": 104, "\u73b0\u5728\u53ef\u4ee5\u8fd0\u884c\u4e00\u4e2a\u8bad\u7ec3\u5faa\u73af": 104, "\u5bf9\u4e8e\u6bcf\u6b21\u8fed\u4ee3": 104, "\u9009\u62e9\u4e00\u4e2a\u5927\u5c0f\u4e3a": 104, "\u7684\u6279\u91cf\u6570\u636e": 104, "\u4f7f\u7528\u6a21\u578b\u8fdb\u884c\u9884\u6d4b": 104, "\u8ba1\u7b97\u635f\u5931": 104, "\u66f4\u65b0\u6a21\u578b\u7684\u68af\u5ea6": 104, "\u5373\u66f4\u65b0": 104, "\u6211\u4eec\u73b0\u5728\u4f7f\u7528\u8fd9\u4e9b\u68af\u5ea6\u6765\u66f4\u65b0\u6743\u91cd": 104, "\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668\u4e2d\u6267\u884c\u6b64\u64cd\u4f5c": 104, "\u56e0\u4e3a\u6211\u4eec\u4e0d\u5e0c\u671b\u8fd9\u4e9b\u64cd\u4f5c\u8bb0\u5f55\u4e3a\u4e0b\u4e00\u6b21\u68af\u5ea6\u8ba1\u7b97\u7684\u4e00\u90e8\u5206": 104, "\u4f60\u53ef\u4ee5\u5728": [104, 234], "\u9605\u8bfb\u6709\u5173": 104, "\u5982\u4f55\u8bb0\u5f55\u64cd\u4f5c\u7684\u66f4\u591a\u4fe1\u606f": 104, "\u6211\u4eec\u5c06\u68af\u5ea6\u8bbe\u7f6e\u4e3a\u96f6": 104, "\u4ee5\u4fbf\u6211\u4eec\u51c6\u5907\u8fdb\u884c\u4e0b\u4e00\u6b21\u5faa\u73af": 104, "\u5426\u5219": [104, 213], "\u6211\u4eec\u7684\u68af\u5ea6\u5c06\u8bb0\u5f55\u6240\u6709\u5df2\u53d1\u751f\u7684\u64cd\u4f5c": 104, "\u6dfb\u52a0": 104, "\u68af\u5ea6\u5230\u5df2\u6709\u7684\u68af\u5ea6\u4e2d": 104, "\u800c\u4e0d\u662f\u66ff\u6362\u5b83\u4eec": 104, "set_trac": 104, "start_i": 104, "end_i": 104, "\u6211\u4eec\u5df2\u7ecf\u4ece\u96f6\u5f00\u59cb\u521b\u5efa\u5e76\u8bad\u7ec3\u4e86\u4e00\u4e2a\u6700\u5c0f\u7684\u795e\u7ecf\u7f51\u7edc": 104, "\u4f7f\u7528\u903b\u8f91\u56de\u5f52": 104, "\u6ca1\u6709\u9690\u85cf\u5c42": 104, "\u8ba9\u6211\u4eec\u68c0\u67e5\u4e00\u4e0b\u635f\u5931\u548c\u51c6\u786e\u7387": 104, "\u5e76\u5c06\u5b83\u4eec\u4e0e\u4e4b\u524d\u5f97\u5230\u7684\u7ed3\u679c\u8fdb\u884c\u6bd4\u8f83": 104, "\u9884\u8ba1\u635f\u5931\u4f1a\u51cf\u5c11": 104, "\u51c6\u786e\u7387\u4f1a\u63d0\u9ad8": 104, "\u73b0\u5728\u6211\u4eec\u5c06\u91cd\u6784\u4ee3\u7801": 104, "\u4f7f\u5176\u4e0e\u4e4b\u524d\u505a\u7684\u4e8b\u60c5\u76f8\u540c": 104, "\u53ea\u662f\u6211\u4eec\u5c06\u5f00\u59cb\u5229\u7528": 104, "\u4f7f\u5176\u66f4\u7b80\u6d01\u548c\u7075\u6d3b": 104, "\u4ece\u8fd9\u91cc\u5f00\u59cb\u7684\u6bcf\u4e00\u6b65": 104, "\u90fd\u8ba9\u6211\u4eec\u7684\u4ee3\u7801\u53d8\u5f97\u66f4\u77ed": 104, "\u66f4\u6613\u7406\u89e3\u548c\u66f4\u7075\u6d3b": 104, "\u7b2c\u4e00\u6b65\u4e5f\u662f\u6700\u7b80\u5355\u7684\u4e00\u6b65\u662f\u901a\u8fc7\u7528": 104, "\u901a\u5e38\u6309\u60ef\u4f8b\u5bfc\u5165\u4e3a\u547d\u540d\u7a7a\u95f4": 104, "\u4e2d\u7684\u6fc0\u6d3b\u548c\u635f\u5931\u51fd\u6570\u66ff\u6362\u6211\u4eec\u624b\u5199\u7684\u6fc0\u6d3b\u548c\u635f\u5931\u51fd\u6570": 104, "\u4ece\u800c\u4f7f\u6211\u4eec\u7684\u4ee3\u7801\u66f4\u7b80\u77ed": 104, "\u8be5\u6a21\u5757\u5305\u542b": 104, "\u5e93\u4e2d\u7684\u6240\u6709\u51fd\u6570": 104, "\u9664\u4e86\u5404\u79cd\u635f\u5931\u548c\u6fc0\u6d3b\u51fd\u6570": 104, "\u4f60\u8fd8\u4f1a\u770b\u5230\u4e00\u4e9b\u521b\u5efa\u795e\u7ecf\u7f51\u7edc\u7684\u4fbf\u6377\u51fd\u6570": 104, "\u6bd4\u5982\u6c60\u5316\u51fd\u6570": 104, "\u8fd8\u6709\u7528\u4e8e\u5377\u79ef": 104, "\u7ebf\u6027\u5c42\u7b49\u7684\u51fd\u6570": 104, "\u4f46\u6b63\u5982\u6211\u4eec\u5c06\u770b\u5230\u7684": 104, "\u8fd9\u4e9b\u901a\u5e38\u66f4\u9002\u5408\u4f7f\u7528\u5e93\u7684\u5176\u4ed6\u6a21\u5757\u6765\u5904\u7406": 104, "\u5982\u679c\u4f60\u4f7f\u7528neg": 104, "\u90a3\u4e48": [104, 111, 248], "\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7ed3\u5408\u4e86\u4e24\u8005\u7684\u5355\u4e00\u51fd\u6570": 104, "cross_entropi": [104, 124], "\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u4ece\u6a21\u578b\u4e2d\u79fb\u9664\u6fc0\u6d3b\u51fd\u6570": 104, "\u6211\u4eec\u4e0d\u518d\u5728": 104, "\u51fd\u6570\u4e2d\u8c03\u7528": 104, "\u67e5\u770b\u4e0b\u635f\u5931\u548c\u51c6\u786e\u7387\u662f\u5426\u4e0e\u4e4b\u524d\u7ed3\u679c\u4e00\u81f4": 104, "\u4ee5\u5b9e\u73b0\u66f4\u6e05\u6670\u548c\u7b80\u6d01\u7684\u8bad\u7ec3\u5faa\u73af": 104, "\u6211\u4eec\u5c06\u7ee7\u627f": 104, "\u5b83\u672c\u8eab\u662f\u4e00\u4e2a\u7c7b": 104, "\u80fd\u591f\u8ddf\u8e2a\u72b6\u6001": 104, "\u6211\u4eec\u60f3\u521b\u5efa\u4e00\u4e2a\u7c7b\u6765\u4fdd\u5b58\u6211\u4eec\u7684\u6743\u91cd": 104, "\u504f\u7f6e\u548cforward\u65b9\u6cd5": 104, "\u6211\u4eec\u5c06\u4f1a\u4f7f\u7528": 104, "\u7684\u5c5e\u6027\u548c\u65b9\u6cd5": 104, "\u5927\u5199": 104, "\u7279\u6709\u7684\u6982\u5ff5": 104, "\u662f\u4f7f\u7528pytorch\u8fc7\u7a0b\u4e2d\u5927\u91cf\u4f7f\u7528\u7684\u7c7b": 104, "\u4e0d\u8981\u4e0e": 104, "\u6982\u5ff5\u7684": 104, "\u5c0f\u5199": 104, "\u6df7\u6dc6": 104, "mnist_logist": 104, "\u7531\u4e8e\u6211\u4eec\u73b0\u5728\u4f7f\u7528\u7684\u662f\u5bf9\u8c61\u800c\u4e0d\u662f\u4ec5\u4ec5\u4f7f\u7528\u51fd\u6570": 104, "\u6211\u4eec\u9996\u5148\u8981\u521b\u5efa\u6a21\u578b\u5bf9\u8c61": 104, "\u73b0\u5728\u6211\u4eec\u53ef\u4ee5\u50cf\u4e4b\u524d\u4e00\u6837\u8ba1\u7b97\u635f\u5931": 104, "\u5bf9\u8c61\u53ef\u4ee5\u50cf\u51fd\u6570\u4e00\u6837\u4f7f\u7528": 104, "\u5373\u5b83\u4eec\u662f": 104, "\u53ef\u8c03\u7528\u7684": 104, "\u4f1a\u81ea\u52a8\u8c03\u7528\u6211\u4eec\u7684": 104, "\u5728\u4e4b\u524d\u7684\u8bad\u7ec3\u5faa\u73af\u4e2d": 104, "\u6211\u4eec\u5fc5\u987b\u6309\u540d\u79f0\u66f4\u65b0\u6bcf\u4e2a\u53c2\u6570\u7684\u503c": 104, "\u5e76\u624b\u52a8\u5c06\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u5206\u522b\u6e05\u96f6": 104, "\u73b0\u5728\u6211\u4eec\u53ef\u4ee5\u5229\u7528": 104, "\u5b9a\u4e49\u7684\u65b9\u6cd5": 104, "\u6765\u4f7f\u8fd9\u4e9b\u6b65\u9aa4\u66f4\u7b80\u6d01": 104, "\u9632\u6b62\u5fd8\u8bb0\u5904\u7406\u67d0\u4e9b\u53c2\u6570\u5bfc\u81f4\u9519\u8bef": 104, "\u5c24\u5176\u662f\u5f53\u6211\u4eec\u5b9e\u73b0\u4e00\u4e2a\u66f4\u590d\u6742\u7684\u6a21\u578b\u65f6": 104, "\u5c06\u8bad\u7ec3\u5faa\u73af\u5305\u88c5\u5728\u4e00\u4e2a": 104, "\u51fd\u6570\u4e2d": 104, "\u8fd9\u6837\u53ef\u4ee5\u591a\u6b21\u8fd0\u884c\u5b83": 104, "gone": [104, 113, 125], "\u8ba9\u6211\u4eec\u67e5\u770b\u4e0b\u8bad\u7ec3\u540e": 104, "\u635f\u5931\u662f\u5426\u4e0b\u964d\u4e86": 104, "\u6211\u4eec\u7ee7\u7eed\u91cd\u6784\u4ee3\u7801": 104, "\u6765\u5b9e\u73b0\u7ebf\u6027\u5c42": 104, "\u4e0d\u518d\u624b\u52a8\u5b9a\u4e49\u548c\u521d\u59cb\u5316": 104, "\u4ee5\u53ca\u8ba1\u7b97": 104, "\u5177\u6709\u591a\u79cd\u9884\u5b9a\u4e49\u7684\u5c42": 104, "\u53ef\u4ee5\u5927\u5927\u7b80\u5316\u6211\u4eec\u7684\u4ee3\u7801": 104, "\u5e76\u4e14\u63d0\u9ad8\u6267\u884c\u901f\u5ea6": 104, "\u521d\u59cb\u5316\u6a21\u578b\u5bf9\u8c61": 104, "\u5e76\u8ba1\u7b97\u635f\u5931\u6570\u503c": 104, "\u65b9\u6cd5\u8fdb\u884c\u8bad\u7ec3\u6a21\u578b": 104, "\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c": 104, "\u5305\u542b\u591a\u79cd\u4f18\u5316\u7b97\u6cd5": 104, "\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u4f18\u5316\u5668\u7684": 104, "\u65b9\u6cd5\u8fdb\u884c\u4f18\u5316\u6b65\u9aa4": 104, "\u65e0\u9700\u624b\u52a8\u66f4\u65b0\u6bcf\u4e2a\u53c2\u6570": 104, "\u4e4b\u524d\u7684\u4f18\u5316\u6b65\u9aa4": 104, "\u91cd\u6784\u4e3a": 104, "\u5728\u4e0b\u4e2a\u8bad\u7ec3\u5faa\u73af\u5f00\u59cb\u524d": 104, "\u6211\u4eec\u9700\u8c03\u7528": 104, "\u5c06\u53c2\u6570\u7684\u68af\u5ea6\u91cd\u7f6e\u4e3a0": 104, "\u5b9a\u4e49\u521b\u5efa\u6a21\u578b\u548c\u4f18\u5316\u5668\u7684\u65b9\u6cd5\u5982\u4e0b": 104, "\u6709\u4e00\u4e2a\u62bd\u8c61\u7684": 104, "\u53ef\u4ee5\u662f\u4efb\u4f55\u5177\u6709": 104, "\u7531": [104, 227], "\u7684\u6807\u51c6": 104, "\u51fd\u6570\u8c03\u7528": 104, "\u4f5c\u4e3a\u7d22\u5f15\u65b9\u5f0f": 104, "\u7684\u5bf9\u8c61": 104, "\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u521b\u5efa\u4e00\u4e2a\u81ea\u5b9a\u4e49": 104, "faciallandmarkdataset": 104, "\u7c7b\u4f5c\u4e3a": 104, "\u5b50\u7c7b\u7684\u4f8b\u5b50": 104, "tensordataset": [104, 110, 138, 166, 186], "\u662f\u4e00\u4e2a\u5305\u88c5\u5f20\u91cf\u7684": 104, "\u4e3a\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u79cd\u8fed\u4ee3": 104, "\u7d22\u5f15\u548c\u6cbf\u5f20\u91cf\u7684\u7b2c\u4e00\u4e2a\u7ef4\u5ea6\u5207\u7247\u7684\u65b9\u5f0f": 104, "\u4f7f\u6211\u4eec\u5728\u8bad\u7ec3\u65f6\u66f4\u5bb9\u6613\u540c\u65f6\u8bbf\u95ee\u81ea\u53d8\u91cf\u548c\u56e0\u53d8\u91cf": 104, "\u5bf9": [104, 231, 238, 245, 248, 256, 258], "\u8fdb\u884c\u5305\u88c5": 104, "\u8ba9\u6211\u4eec\u66f4\u5bb9\u6613\u5bf9\u6570\u636e\u8fdb\u884c\u904d\u5386\u548c\u5207\u7247\u64cd\u4f5c": 104, "train_d": 104, "\u4e4b\u524d\u6211\u4eec\u9700\u8981\u5355\u72ec\u5904\u7406": 104, "\u4e24\u7ec4\u6570\u503c": 104, "\u73b0\u5728\u53ef\u4ee5\u5408\u5e76\u5904\u7406": 104, "\u4f60\u53ef\u4ee5\u4ece\u4efb\u4f55": 104, "\u521b\u5efa\u4e00\u4e2a": 104, "\u800c\u540e\u7531": 104, "\u8d1f\u8d23\u5bf9\u6570\u636e\u5206\u6279": 104, "\u6211\u4eec\u4e0d\u5fc5\u518d\u53bb\u5b9e\u73b0\u5206\u6279\u4ee3\u7801": 104, "\u4f1a\u81ea\u52a8\u4e3a\u6211\u4eec\u63d0\u4f9b\u6bcf\u6279\u6570\u636e": 104, "train_dl": 104, "\u4e4b\u524d\u6211\u4eec\u7f16\u5199\u5206\u6279\u4ee3\u7801\u5982\u4e0b": 104, "\u6211\u4eec\u7684\u5faa\u73af\u53d8\u5f97\u66f4\u52a0\u7b80\u6d01": 104, "\u81ea\u52a8\u4ecedataloader\u4e2d\u52a0\u8f7d": 104, "\u901a\u8fc7\u4f7f\u7528": [104, 215, 237], "\u6211\u4eec\u5b9e\u73b0\u7684\u8bad\u7ec3\u5faa\u4ee3\u7801\u91cf\u5e76\u4e14\u66f4\u5bb9\u6613\u7406\u89e3": 104, "\u73b0\u5728\u8ba9\u6211\u4eec\u5c1d\u8bd5\u589e\u52a0\u4e00\u4e9b\u521b\u5efa\u5b9e\u9645\u6709\u6548\u6a21\u578b\u6240\u9700\u7684\u57fa\u672c\u529f\u80fd": 104, "\u5728\u7b2c\u4e00\u90e8\u5206\u4e2d": 104, "\u6211\u4eec\u53ea\u662f\u5b9e\u73b0\u4e86\u4f7f\u7528\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\u7684\u903b\u8f91": 104, "\u5b9e\u9645\u5e94\u7528\u4e2d": 104, "\u8fd8\u9700\u8981": 104, "\u9a8c\u8bc1\u96c6": 104, "\u4ee5\u786e\u5b9a\u6211\u4eec\u7684\u6a21\u578b\u662f\u5426\u5b58\u5728\u8fc7\u62df\u5408\u95ee\u9898": 104, "\u6253\u4e71\u8bad\u7ec3\u6570\u636e\u662f": 104, "\u5341\u5206\u5fc5\u8981\u7684": 104, "\u4ee5\u9632\u6b62\u6279\u6b21\u4e4b\u95f4\u7684\u76f8\u5173\u6027\u548c\u8fc7\u62df\u5408": 104, "\u800c\u9a8c\u8bc1\u6570\u636e\u96c6\u5219\u65e0\u9700\u8fdb\u6b64\u64cd\u4f5c": 104, "\u65e0\u8bba\u6253\u4e71\u4e0e\u5426": 104, "\u9a8c\u8bc1\u635f\u5931\u503c\u662f\u76f8\u540c\u7684": 104, "\u800c\u4e14\u6253\u4e71\u64cd\u4f5c\u9700\u8981\u6d88\u8017\u989d\u5916\u7684\u65f6\u95f4": 104, "\u6ca1\u6709\u5b9e\u9645\u610f\u4e49": 104, "\u6211\u4eec\u5c06\u4e3a\u9a8c\u8bc1\u96c6\u4f7f\u7528\u7684\u6279\u91cf\u5927\u5c0f\u8bbe\u4e3a\u8bad\u7ec3\u96c6\u7684\u4e24\u500d": 104, "\u56e0\u4e3a\u9a8c\u8bc1\u96c6\u4e0d\u9700\u8981\u8fdb\u884c\u53cd\u5411\u4f20\u64ad": 104, "\u56e0\u6b64\u9700\u8981\u7684\u5185\u5b58\u8f83\u5c11": 104, "\u4e0d\u9700\u8981\u5b58\u50a8\u68af\u5ea6": 104, "\u56e0\u6b64\u6211\u6211\u4eec\u53ef\u4ee5\u914d\u7f6e\u8f83\u5927\u5355\u6279\u6570\u91cf": 104, "\u63d0\u9ad8\u8ba1\u7b97\u901f\u5ea6": 104, "valid_d": 104, "valid_dl": 104, "\u7ed3\u675f\u65f6\u8ba1\u7b97\u5e76\u6253\u5370\u635f\u5931\u503c": 104, "\u6211\u4eec\u5728\u8bad\u7ec3\u4e4b\u524d\u603b\u662f\u8c03\u7528": 104, "\u5728\u63a8\u65ad\u4e4b\u524d\u8c03\u7528": 104, "\u5c42\u4f1a\u4f7f\u7528": 104, "\u6765\u786e\u4fdd\u5176\u7ed3\u679c\u6b63\u786e": 104, "valid_loss": 104, "\u6211\u4eec\u5728\u8ba1\u7b97\u8bad\u7ec3\u96c6\u548c\u9a8c\u8bc1\u96c6\u7684\u635f\u5931\u7c7b\u4f3c\u7684\u4ee3\u7801": 104, "\u62bd\u53d6\u4e00\u4e2a\u72ec\u7acb\u7684\u51fd\u6570": 104, "loss_batch": 104, "\u7528\u4e8e\u8ba1\u7b97\u4e00\u4e2a\u6279\u6b21\u7684\u635f\u5931": 104, "\u8bad\u7ec3\u96c6\u4f20\u5165\u4e00\u4e2a\u4f18\u5316\u5668": 104, "\u5e76\u4f7f\u7528\u5b83\u6267\u884c\u53cd\u5411\u4f20\u64ad": 104, "\u5bf9\u4e8e\u9a8c\u8bc1\u96c6": 104, "\u5219\u4e0d\u4f20\u5165\u4f18\u5316\u5668": 104, "\u4e0d\u6267\u884c\u53cd\u5411\u4f20\u64ad": 104, "\u5728\u6bcf\u4e2a\u8bad\u7ec3\u5faa\u73af\u4e2d\u8ba1\u7b97\u8bad\u7ec3\u548c\u9a8c\u8bc1\u635f\u5931": 104, "\u8fd4\u56de\u8bad\u7ec3\u548c\u9a8c\u8bc1\u6570\u636e\u96c6\u7684dataload": 104, "\u6211\u4eec\u83b7\u53d6\u6570\u636e\u52a0\u8f7d\u5668\u548c\u62df\u5408\u6a21\u578b\u7684\u6574\u4e2a\u8fc7\u7a0b\u53ef\u4ee5\u7528": 104, "\u884c\u4ee3\u7801\u6765\u5b9e\u73b0": 104, "\u4f60\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e09\u884c\u57fa\u672c\u4ee3\u7801\u6765\u8bad\u7ec3\u5404\u79cd\u5404\u6837\u7684\u6a21\u578b": 104, "\u8ba9\u6211\u4eec\u770b\u770b\u662f\u5426\u53ef\u4ee5\u7528\u6765\u8bad\u7ec3\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc": 104, "\u73b0\u5728\u6211\u4eec\u5c06\u4f7f\u7528\u4e09\u4e2a\u5377\u79ef\u5c42\u6784\u5efa\u6211\u4eec\u7684\u795e\u7ecf\u7f51\u7edc": 104, "\u56e0\u4e3a\u524d\u9762\u90e8\u5206\u7684\u51fd\u6570\u90fd\u4e0d\u5047\u8bbe\u4efb\u4f55\u5173\u4e8e\u6a21\u578b\u5f62\u5f0f\u7684\u4e1c\u897f": 104, "\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u4e0d\u505a\u4efb\u4f55\u4fee\u6539\u7684\u60c5\u51b5\u4e0b\u4f7f\u7528\u5b83\u4eec\u6765\u8bad\u7ec3\u4e00\u4e2a": 104, "\u9884\u5b9a\u4e49\u7684": 104, "\u7c7b\u4f5c\u4e3a\u6211\u4eec\u7684\u5377\u79ef\u5c42": 104, "\u6211\u4eec\u5b9a\u4e49\u4e00\u4e2a\u5177\u6709": 104, "\u4e2a\u5377\u79ef\u5c42\u7684": 104, "\u6bcf\u4e2a\u5377\u79ef\u5c42\u540e\u9762\u8ddf\u7740\u4e00\u4e2a": 104, "\u6211\u4eec\u6267\u884c\u5e73\u5747\u6c60\u5316": 104, "\u7248\u7684": 104, "mnist_cnn": [104, 123], "avg_pool2d": [104, 207], "\u7684\u4e00\u79cd\u53d8\u4f53": 104, "\u901a\u8fc7\u7edf\u8ba1\u66f4\u65b0\u8bb0\u5f55\u6765\u63d0\u5347\u8bad\u7ec3\u901f\u5ea6": 104, "\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528": [104, 111, 232, 239, 240, 245], "\u6765\u5e2e\u52a9\u6211\u4eec\u7b80\u5316\u4ee3\u7801": 104, "\u63d0\u4f9b\u4e86\u4e00\u79cd\u66f4\u7b80\u5355\u7684\u7f16\u5199\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u5f0f": 104, "\u5176\u4f1a\u6309\u987a\u5e8f\u8fd0\u884c\u5b9a\u4e49\u4e2d\u5305\u542b\u7684\u6bcf\u4e2a\u6a21\u5757": 104, "\u6211\u4eec\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a": [104, 216], "\u81ea\u5b9a\u4e49\u5c42": 104, "\u6ca1\u6709\u7684": 104, "view\u5c42": 104, "\u521b\u5efa\u6a21\u578b\u5341\u5206\u7b80\u5355": 104, "avgpool2d": 104, "\u6211\u4eec\u7f16\u5199\u7684": 104, "\u5341\u5206\u7b80\u6d01": 104, "\u4f46\u4ec5\u9002\u7528\u4e8emnist": 104, "\u5b83\u5047\u8bbe\u8f93\u5165\u662f\u4e00\u4e2a": 104, "\u957f\u7684\u5411\u91cf": 104, "\u5b83\u5047\u8bbe\u6700\u7ec8\u7684": 104, "\u7f51\u683c\u5927\u5c0f\u662f": 104, "\u6211\u4eec\u4f7f\u7528\u7684\u5e73\u5747\u6c60\u5316\u6838\u5927\u5c0f": 104, "\u8ba9\u6211\u4eec\u53bb\u9664\u8fd9\u4e24\u4e2a\u5047\u8bbe": 104, "\u4f7f\u6211\u4eec\u7684\u6a21\u578b\u9002\u7528\u4e8e\u4efb\u4f552d\u5355\u901a\u9053\u56fe\u50cf": 104, "\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5c06\u6570\u636e\u9884\u5904\u7406\u79fb\u5230\u751f\u6210\u5668\u4e2d\u6765\u5220\u9664": 104, "wrappeddataload": 104, "__iter__": 104, "\u4e3a\u4e86\u8ba9\u6211\u4eec\u5b9a\u4e49\u6211\u4eec\u60f3\u8981\u7684\u8f93\u51fa\u5f20\u91cf\u7684\u5927\u5c0f": 104, "\u800c\u975e": 104, "\u8f93\u5165": [104, 251], "\u6211\u4eec\u53ef\u4ee5\u7528": 104, "adaptiveavgpool2d": [104, 135, 137], "\u66ff\u6362": 104, "\u4ece\u800c\u4f7f\u6211\u4eec\u7684\u6a21\u578b\u53ef\u9002\u7528\u4e8e\u4efb\u4f55\u5927\u5c0f\u7684\u8f93\u5165": 104, "\u8ba9\u6211\u4eec\u67e5\u770b\u4e0b\u7ed3\u679c": 104, "\u5728\u62e5\u6709": 104, "gpu\u7684\u73af\u5883\u4e2d": 104, "\u4f60\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u52a0\u901f\u4ee3\u7801": 104, "\u9996\u5148\u68c0\u67e5\u4f60\u7684gpu\u5728pytorch\u4e2d\u662f\u5426\u6b63\u5e38\u5de5\u4f5c": 104, "\u7136\u540e\u521b\u5efa": 104, "\u4fee\u6539": 104, "\u6b65\u9aa4": [104, 239], "\u5c06\u6570\u636e\u79fb\u52a8\u81f3": 104, "\u5c06\u6a21\u578b\u52a0\u8f7d\u5230": 104, "\u8fd0\u884c\u901f\u5ea6\u4f1a\u63d0\u5347\u5f88\u591a": 104, "\u7f16\u5199\u4e86\u4e00\u4e2a\u53ef\u4ee5\u7528\u4e8e\u591a\u79cd\u6a21\u578b\u8bad\u7ec3\u7684\u5b9e\u73b0": 104, "\u5b8c\u6574\u7684\u8bad\u7ec3\u4ee3\u7801": 104, "mnist_sampl": 104, "\u540e\u7eed\u8fd8\u53ef\u5c1d\u8bd5\u589e\u52a0\u5176\u4ed6\u529f\u80fd": 104, "\u4f8b\u5982\u6570\u636e\u589e\u5f3a": 104, "\u8d85\u53c2\u6570\u8c03\u4f18": 104, "\u76d1\u63a7\u8bad\u7ec3": 104, "\u8fc1\u79fb\u5b66\u4e60\u7b49\u7b49": 104, "\u8fd9\u4e9b\u529f\u80fd\u5728fastai\u5e93\u4e2d\u90fd\u6709\u63d0\u4f9b": 104, "\u8be5\u5e93\u662f\u4f7f\u7528\u672c\u6559\u7a0b\u4e2d\u6240\u793a\u7684\u76f8\u540c\u8bbe\u8ba1\u65b9\u6cd5\u5f00\u53d1\u7684": 104, "\u4e3a\u5e0c\u671b\u8fdb\u4e00\u6b65\u6539\u8fdb\u6a21\u578b\u7684\u4ece\u4e1a\u4eba\u5458\u63d0\u4f9b\u4e0b\u4e00\u6b65\u6307\u5bfc": 104, "\u6211\u4eec\u5b66\u4e60\u4e86\u5982\u4f55\u4f7f\u7528": [104, 215], "\u73b0\u5728\u8ba9\u6211\u4eec\u603b\u7ed3\u4e00\u4e0b": 104, "\u521b\u5efa\u4e00\u4e2a\u7c7b\u4f3c\u4e8e\u51fd\u6570\u7684\u53ef\u8c03\u7528\u5bf9\u8c61": 104, "\u5176\u4e2d\u5305\u542b\u4e86\u72b6\u6001\u6570\u636e": 104, "\u5982\u795e\u7ecf\u7f51\u7edc\u5c42\u6743\u91cd": 104, "\u5b83\u53ef\u4ee5\u81ea\u52a8\u5bf9\u5305\u542b\u7684\u53c2\u6570": 104, "\u8fdb\u884c\u68af\u5ea6\u5f52\u96f6\u548c\u66f4\u65b0\u6743\u91cd\u7b49\u64cd\u4f5c": 104, "\u5bf9\u5f20\u91cf\u8fdb\u884c\u5305\u88c5": 104, "\u4f7f": [104, 250], "\u5bf9\u8c61\u5728\u8fdb\u884c\u53cd\u5411\u4f20\u64ad\u65f6": 104, "\u53ef\u66f4\u65b0\u6743\u91cd\u53c2\u6570": 104, "\u4ec5\u8bbe\u7f6e": 104, "\u53c2\u6570\u65f6\u751f\u6548": 104, "\u5305\u542b\u591a\u79cd\u6fc0\u6d3b\u51fd\u6570": 104, "\u4ee5\u53ca\u65e0\u72b6\u6001\u7684\u5377\u79ef\u5c42\u548c\u7ebf\u6027\u5c42\u7b49\u7684\u5b9e\u73b0": 104, "\u5305\u542b\u591a\u79cd\u4f18\u5316\u5668": 104, "\u5728\u53cd\u5411\u4f20\u64ad\u8fc7\u7a0b\u4e2d\u4f18\u5316\u6743\u91cd\u53c2\u6570": 104, "\u65b9\u6cd5\u7684\u62bd\u8c61\u63a5\u53e3\u5b9a\u4e49": 104, "\u5b9e\u73b0\u7c7b": 104, "\u8fdb\u884c\u5c01\u88c5": 104, "\u63d0\u4f9b\u5206\u6279\u904d\u5386\u6570\u636e\u96c6\u7684\u80fd\u529b": 104, "nn_tutori": 104, "registri": [105, 106, 107, 121, 209], "thiago": [105, 107], "crepaldi": [105, 107], "gamut": 105, "supercomput": 105, "constrain": [105, 126, 154, 174, 175], "onnxscript": [105, 107, 108], "torch_input": 105, "onnx_program": [105, 108], "onnxprogram": 105, "protobuf": [105, 108, 188], "my_image_classifi": 105, "drag": [105, 153, 169, 170, 225, 226], "onnx_input": [105, 108], "adapt_torch_inputs_to_onnx": [105, 108], "onnxruntime_input": [105, 108], "onnxruntime_output": [105, 108], "torch_output": [105, 108], "adapt_torch_outputs_to_onnx": [105, 108], "assert_clos": [105, 108], "export_simple_model_to_onnx_tutori": [105, 106], "intro_onnx": [106, 107], "onnx_registry_tutori": [106, 108], "sphx_glr_beginner_onnx_intro_onnx": 106, "sphx_glr_beginner_onnx_export_simple_model_to_onnx_tutori": 106, "sphx_glr_beginner_onnx_onnx_registry_tutori": 106, "bytecod": [107, 173, 223], "fx": [107, 121, 145, 174, 175, 180, 197, 198, 201, 222, 248], "polish": [107, 127, 263], "newer": [107, 148, 153, 155], "upgrad": [107, 154, 159, 169, 197], "opset18": [107, 108], "opset": [107, 108, 174, 175], "succe": 107, "ti": 108, "tai": 108, "titaiwang": 108, "empow": 108, "runtimeerrorwithdiagnost": 108, "call_funct": [108, 174, 201], "operator_nam": 108, "onnxregistri": 108, "input_x": 108, "input_i": 108, "input_add_x": 108, "input_add_i": 108, "aten_add_model": 108, "custom_aten_add": 108, "custom_aten": 108, "native_funct": 108, "yaml": [108, 132, 205, 222, 223], "castlik": 108, "onnx_registri": 108, "register_op": 108, "op_nam": 108, "is_registered_op": 108, "export_opt": 108, "exportopt": 108, "op_typ": 108, "custom_aten_add_model": 108, "custom_add_model": 108, "gelu": [108, 110], "customgelu": 108, "namspac": 108, "custom_ort": 108, "custom_aten_gelu": 108, "aten_gelu_model": 108, "input_gelu_x": 108, "diagram": [108, 161], "custom_aten_gelu_model": 108, "custom_gelu_model": 108, "_custom_op": 108, "mylibrari": 108, "addandround_op": 108, "tensor_x": 108, "impl_abstract": [108, 175], "addandround_op_impl_abstract": 108, "addandround_op_impl": 108, "_dynamo": [108, 129, 145, 173, 174, 200, 253, 257], "allow_in_graph": 108, "customfoo": 108, "input_addandround_x": 108, "custom_addandround_model": 108, "customop": 108, "customopon": 108, "customoptwo": 108, "cpu_op": 108, "custom_opset": 108, "custom_addandround": 108, "add_x": 108, "round_x": 108, "libcustom_op_librari": 108, "custom_op_librari": 108, "ort": 108, "lonnxruntim": 108, "ort_session_opt": 108, "sessionopt": 108, "register_custom_ops_librari": 108, "sess_opt": 108, "quicker": 109, "record_funct": [109, 145, 165, 220, 239], "incur": [109, 124], "investig": [109, 113, 148, 157, 172, 173], "hi_idx": 109, "argwher": 109, "with_stack": [109, 169, 239], "profile_memori": [109, 169, 239], "group_by_stack_n": [109, 239], "traceback": [109, 145, 173, 174, 175], "193a910735e8": 109, "stacktrac": 109, "row_limit": [109, 145, 165, 239], "88": [109, 164, 177, 198], "212": 109, "953": 109, "mnt": [109, 136], "xarfus": 109, "au": 109, "07": [109, 122, 219, 220, 247], "715": 109, "848m": 109, "350": [109, 138], "151u": 109, "293": [109, 148], "342u": 109, "095u": 109, "931": 109, "006": 109, "476": 109, "338": 109, "759m": 109, "as_strid": [109, 145], "281": [109, 148], "808u": 109, "275": 109, "721u": 109, "_local": 109, "268": 109, "650u": [109, 239], "_scalar_dens": 109, "347": 109, "elimin": [109, 130, 139, 145, 146, 159, 184, 194], "nonzero": [109, 248], "as_tupl": [109, 116], "089m": 109, "402m": 109, "491m": 109, "119": [109, 186], "441": 109, "587u": 109, "_numpi": 109, "395": [109, 164], "602u": 109, "801m": 109, "xxxx": 110, "alexnet": [110, 148], "printable_graph": 110, "tensor_seq": 110, "ret": [110, 150, 159, 162, 210], "disable_cuda": 110, "convxd": 110, "maxpoolxd": 110, "batchnormxd": 110, "dropout2d": [110, 163, 167, 204, 222, 234], "l1loss": 110, "ctcloss": 110, "poissonnllloss": 110, "kldivloss": 110, "bcewithlogitsloss": 110, "marginrankingloss": 110, "hingeembeddingloss": 110, "multilabelmarginloss": 110, "smoothl1loss": [110, 147, 161], "softmarginloss": 110, "multilabelsoftmarginloss": 110, "multimarginloss": 110, "tripletmarginloss": 110, "prelu": 110, "rrelu": 110, "celu": 110, "hardshrink": 110, "logsigmoid": 110, "softplu": 110, "softshrink": 110, "softsign": 110, "tanhshrink": 110, "softmin": 110, "softmax2d": 110, "adaptivesoftmaxwithloss": 110, "adadelta": [110, 123, 130], "sparseadam": 110, "adamax": 110, "asgd": 110, "rprop": 110, "lambdalr": 110, "multiplicativelr": 110, "multisteplr": 110, "exponentiallr": 110, "reducelronplateau": 110, "cycliclr": 110, "onecyclelr": 110, "cosineannealingwarmrestart": 110, "xsampler": 110, "subsetrandom": 110, "weightedrandom": 110, "justin": 111, "johnson": 111, "\u672c\u6559\u7a0b\u901a\u8fc7\u81ea\u5305\u542b\u793a\u4f8b\u4ecb\u7ecd\u4e86": 111, "\u7684\u57fa\u672c\u6982\u5ff5": [111, 121], "\u5728\u5176\u6838\u5fc3": 111, "pytorch\u63d0\u4f9b\u4e86\u4e24\u4e2a\u4e3b\u8981\u529f\u80fd": 111, "\u4e00\u4e2an\u7ef4\u5f20\u91cf": 111, "\u7c7b\u4f3c\u4e8enumpi": 111, "\u4f46\u53ef\u4ee5\u5728gpu\u4e0a\u8fd0\u884c": 111, "\u7528\u4e8e\u6784\u5efa\u548c\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u7684\u81ea\u52a8\u5fae\u5206": 111, "\u6211\u4eec\u5c06\u4f7f\u7528\u62df\u5408": 111, "\u7684\u95ee\u9898\u4f5c\u4e3a\u793a\u4f8b": 111, "\u7f51\u7edc\u5c06\u5177\u6709\u56db\u4e2a\u53c2\u6570": 111, "\u5e76\u5c06\u4f7f\u7528\u68af\u5ea6\u4e0b\u964d\u6cd5\u8bad\u7ec3": 111, "\u901a\u8fc7\u6700\u5c0f\u5316\u7f51\u7edc\u8f93\u51fa\u4e0e\u771f\u5b9e\u8f93\u51fa\u4e4b\u95f4\u7684\u6b27\u51e0\u91cc\u5f97\u8ddd\u79bb": 111, "\u6765\u62df\u5408\u968f\u673a\u6570\u636e": 111, "\u53ef\u5728": [111, 227], "\u672c\u6587\u672b\u5c3e\u5904": 111, "\u67e5\u770b\u793a\u4f8b": [111, 121], "\u5728\u4ecb\u7ecd": 111, "\u4e4b\u524d": [111, 129, 238, 245], "\u6211\u4eec\u5c06\u5148\u4f7f\u7528": 111, "\u6765\u5b9e\u73b0\u7f51\u7edc": 111, "numpy\u63d0\u4f9b\u4e86\u4e00\u4e2an\u7ef4\u6570\u7ec4\u5bf9\u8c61": 111, "\u5e76\u63d0\u4f9b\u4e86\u8bb8\u591a\u7528\u4e8e\u64cd\u4f5c\u8fd9\u4e9b\u6570\u7ec4\u7684\u51fd\u6570": 111, "numpy\u662f\u4e00\u4e2a\u901a\u7528\u7684\u79d1\u5b66\u8ba1\u7b97\u6846\u67b6": 111, "\u5b83\u4e0d\u77e5\u9053\u4efb\u4f55\u5173\u4e8e\u8ba1\u7b97\u56fe": 111, "\u6df1\u5ea6\u5b66\u4e60\u6216\u68af\u5ea6\u7684\u4fe1\u606f": 111, "\u6211\u4eec\u53ef\u4ee5\u5f88\u5bb9\u6613\u5730\u4f7f\u7528": 111, "\u63d0\u4f9b\u7684\u65b9\u6cd5": 111, "\u624b\u52a8\u5b9e\u73b0\u524d\u5411\u548c\u540e\u5411\u4f20\u64ad\u8fc7\u7a0b": 111, "\u6765\u62df\u5408\u4e00\u4e2a\u4e09\u6b21\u591a\u9879\u5f0f\u5230\u6b63\u5f26\u51fd\u6570": 111, "numpy\u662f\u4e00\u4e2a\u5f88\u68d2\u7684\u6846\u67b6": 111, "\u4f46\u5b83\u4e0d\u80fd\u5229\u7528gpu\u6765\u52a0\u901f\u5176\u6570\u503c\u8ba1\u7b97": 111, "\u5bf9\u4e8e\u73b0\u4ee3\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc": 111, "gpu\u901a\u5e38\u63d0\u4f9b": 111, "50\u500d\u6216\u66f4\u5927\u7684\u52a0\u901f": 111, "numpy\u5bf9\u4e8e\u73b0\u4ee3\u6df1\u5ea6\u5b66\u4e60\u6765\u8bf4\u8fd8\u662f\u4e0d\u591f\u7684": 111, "\u6211\u4eec\u4ecb\u7ecd\u4e86pytorch\u6700\u57fa\u672c\u7684\u6982\u5ff5": 111, "\u4e00\u4e2apytorch\u5f20\u91cf\u5728\u6982\u5ff5\u4e0a\u4e0enumpy\u6570\u7ec4\u76f8\u540c": 111, "\u4e00\u4e2an\u7ef4\u6570\u7ec4": 111, "pytorch\u63d0\u4f9b\u4e86\u8bb8\u591a\u64cd\u4f5c\u8fd9\u4e9b\u5f20\u91cf\u7684\u51fd\u6570": 111, "\u53ef\u4ee5\u81ea\u52a8\u8ddf\u8e2a\u8ba1\u7b97\u56fe\u548c\u68af\u5ea6": 111, "\u5b83\u4eec\u4e5f\u4f5c\u4e3a\u79d1\u5b66\u8ba1\u7b97\u7684\u901a\u7528\u5de5\u5177\u975e\u5e38\u6709\u7528": 111, "\u4e0d\u540c": [111, 245], "\u5f20\u91cf\u53ef\u4ee5\u5229\u7528gpu\u6765\u52a0\u901f\u5b83\u4eec\u7684\u6570\u503c\u8ba1\u7b97": 111, "\u8981\u5728gpu\u4e0a\u8fd0\u884c": 111, "\u60a8\u53ea\u9700\u8981\u6307\u5b9a\u6b63\u786e\u7684\u8bbe\u5907": 111, "\u5f20\u91cf\u6765\u62df\u5408\u4e00\u4e2a\u4e09\u6b21\u591a\u9879\u5f0f\u5230\u6b63\u5f26\u51fd\u6570\u4e2d": 111, "\u4e0e\u4e0a\u9762\u7684numpy\u793a\u4f8b\u7c7b\u4f3c": 111, "\u6211\u4eec\u9700\u8981\u624b\u52a8\u5b9e\u73b0\u7f51\u7edc\u7684\u524d\u5411\u548c\u540e\u5411\u4f20\u9012": 111, "\u6211\u4eec\u5fc5\u987b\u624b\u52a8\u5b9e\u73b0\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u540e\u5411\u4f20\u9012": 111, "\u5bf9\u4e8e\u4e00\u4e2a\u5c0f\u578b\u7684\u4e24\u5c42\u7f51\u7edc\u6765\u8bf4": 111, "\u624b\u52a8\u5b9e\u73b0\u540e\u5411\u4f20\u9012\u5e76\u4e0d\u662f\u4ec0\u4e48\u5927\u95ee\u9898": 111, "\u4f46\u5bf9\u4e8e\u5927\u578b\u590d\u6742\u7684\u7f51\u7edc\u6765\u8bf4": 111, "\u5f88\u5feb\u5c31\u4f1a\u53d8\u5f97\u975e\u5e38\u9ebb\u70e6": 111, "\u5e78\u8fd0\u7684\u662f": [111, 232], "\u6765\u81ea\u52a8\u8ba1\u7b97\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u540e\u5411\u4f20\u9012": 111, "pytorch\u4e2d\u7684": 111, "\u5305\u6b63\u662f\u63d0\u4f9b\u4e86\u8fd9\u79cd\u529f\u80fd": 111, "\u5f53\u4f7f\u7528\u81ea\u52a8\u6c42\u5bfc\u65f6": 111, "\u7f51\u7edc\u7684\u524d\u5411\u4f20\u9012\u5c06\u5b9a\u4e49\u4e00\u4e2a": 111, "\u56fe\u4e2d\u7684\u8282\u70b9\u662f\u5f20\u91cf": 111, "\u8fb9\u662f\u4ece\u8f93\u5165\u5f20\u91cf\u751f\u6210\u8f93\u51fa\u5f20\u91cf\u7684\u51fd\u6570": 111, "\u901a\u8fc7\u8fd9\u4e2a\u56fe\u8fdb\u884c\u53cd\u5411\u4f20\u64ad": 111, "\u7136\u540e\u53ef\u4ee5\u8f7b\u677e\u8ba1\u7b97\u68af\u5ea6": 111, "\u8fd9\u542c\u8d77\u6765\u5f88\u590d\u6742": 111, "\u4f46\u5728\u5b9e\u9645\u4f7f\u7528\u4e2d\u975e\u5e38\u7b80\u5355": 111, "\u6bcf\u4e2a\u5f20\u91cf\u4ee3\u8868\u8ba1\u7b97\u56fe\u4e2d\u7684\u4e00\u4e2a\u8282\u70b9": 111, "\u662f\u4e00\u4e2a\u8bbe\u7f6e\u4e86": 111, "\u5c06\u662f\u53e6\u4e00\u4e2a\u5f20\u91cf": 111, "\u5b83\u5305\u542b\u4e86": [111, 235], "\u76f8\u5bf9\u4e8e\u67d0\u4e2a\u6807\u91cf\u503c\u7684\u68af\u5ea6": 111, "\u6211\u4eec\u4f7f\u7528pytorch\u5f20\u91cf\u548c\u81ea\u52a8\u6c42\u5bfc\u6765\u5b9e\u73b0\u6211\u4eec\u7528\u4e09\u6b21\u591a\u9879\u5f0f\u62df\u5408\u6b63\u5f26\u6ce2\u7684\u793a\u4f8b": 111, "\u73b0\u5728\u6211\u4eec\u4e0d\u518d\u9700\u8981\u624b\u52a8\u5b9e\u73b0\u7f51\u7edc\u7684\u540e\u5411\u4f20\u9012": 111, "\u5728\u5e95\u5c42": [111, 213], "\u6bcf\u4e2a\u539f\u59cb\u7684\u81ea\u52a8\u6c42\u5bfc\u64cd\u4f5c\u5b9e\u9645\u4e0a\u662f\u5bf9\u5f20\u91cf\u8fdb\u884c\u64cd\u4f5c\u7684\u4e24\u4e2a\u51fd\u6570": 111, "\u51fd\u6570\u4ece\u8f93\u5165\u5f20\u91cf\u8ba1\u7b97\u8f93\u51fa\u5f20\u91cf": 111, "\u540e\u5411": 111, "\u51fd\u6570\u63a5\u6536\u8f93\u51fa\u5f20\u91cf\u76f8\u5bf9\u4e8e\u67d0\u4e2a\u6807\u91cf\u503c\u7684\u68af\u5ea6": 111, "\u5e76\u8ba1\u7b97\u8f93\u5165\u5f20\u91cf\u76f8\u5bf9\u4e8e\u540c\u4e00\u6807\u91cf\u503c\u7684\u68af\u5ea6": 111, "\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5b9a\u4e49\u4e00\u4e2a": 111, "\u7684\u5b50\u7c7b\u5e76\u5b9e\u73b0": 111, "\u8f7b\u677e\u5b9a\u4e49\u81ea\u5df1\u7684\u81ea\u52a8\u6c42\u5bfc\u64cd\u4f5c\u7b26": 111, "\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u6784\u9020\u5b9e\u4f8b\u5e76\u50cf\u51fd\u6570\u4e00\u6837\u8c03\u7528\u5b83": 111, "\u4f20\u9012\u5305\u542b\u8f93\u5165\u6570\u636e\u7684\u5f20\u91cf": 111, "\u6765\u4f7f\u7528\u6211\u4eec\u65b0\u7684\u81ea\u52a8\u6c42\u5bfc\u64cd\u4f5c\u7b26": 111, "\u6211\u4eec\u5c06\u6a21\u578b\u5b9a\u4e49\u4e3a": 111, "\u662f\u4e09\u9636\u7684": 111, "\u52d2\u8ba9\u5fb7\u591a\u9879\u5f0f": 111, "\u6211\u4eec\u7f16\u5199\u4e86\u81ea\u5df1\u7684\u81ea\u5b9a\u4e49\u81ea\u52a8\u6c42\u5bfc\u51fd\u6570\u6765\u8ba1\u7b97": 111, "\u7684\u524d\u5411\u548c\u540e\u5411\u4f20\u9012": 111, "\u5e76\u4f7f\u7528\u5b83\u6765\u5b9e\u73b0\u6211\u4eec\u7684\u6a21\u578b": 111, "\u548c\u81ea\u52a8\u6c42\u5bfc": 111, "\u662f\u5b9a\u4e49\u590d\u6742\u64cd\u4f5c\u975e\u5e38\u5f3a\u5927\u7684\u529f\u80fd": 111, "\u539f\u59cb\u7684\u81ea\u52a8\u6c42\u5bfc\u8fd8\u662f\u4e0d\u8db3\u4ee5\u652f\u6301\u5b9e\u73b0\u5927\u578b\u795e\u7ecf\u7f51\u7edc": 111, "\u5728\u6784\u5efa\u795e\u7ecf\u7f51\u7edc\u65f6": 111, "\u6211\u4eec\u901a\u5e38\u4f1a\u8003\u8651\u5c06\u8ba1\u7b97\u5b89\u6392\u6210": 111, "\u5176\u4e2d\u4e00\u4e9b\u5c42\u5177\u6709": 111, "\u53ef\u5b66\u4e60\u7684\u53c2\u6570": 111, "\u8fd9\u4e9b\u53c2\u6570\u5c06\u5728\u5b66\u4e60\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u4f18\u5316": 111, "\u5728tensorflow\u4e2d": 111, "\u50cf": 111, "tflearn": 111, "\u63d0\u4f9b\u4e86\u76f8\u8f83\u4e8e\u539f\u59cb\u8ba1\u7b97\u56fe\u7684\u66f4\u9ad8\u5c42\u6b21\u7684\u62bd\u8c61": 111, "\u8fd9\u4e9b\u62bd\u8c61\u5bf9\u4e8e\u6784\u5efa\u795e\u7ecf\u7f51\u7edc\u975e\u5e38\u6709\u7528": 111, "\u5305\u8d77\u5230\u4e86\u540c\u6837\u7684\u4f5c\u7528": 111, "\u5305\u5b9a\u4e49\u4e86\u4e00\u7ec4": 111, "\u8fd9\u4e9b\u6a21\u5757\u76f8\u5f53\u4e8e\u795e\u7ecf\u7f51\u7edc\u5c42": 111, "\u4e00\u4e2a\u6a21\u5757\u63a5\u6536\u8f93\u5165\u5f20\u91cf\u5e76\u8ba1\u7b97\u8f93\u51fa\u5f20\u91cf": 111, "\u4f46\u4e5f\u53ef\u4ee5\u5305\u542b\u5185\u90e8\u72b6\u6001": 111, "\u4f8b\u5982\u5305\u542b\u53ef\u5b66\u4e60\u53c2\u6570\u7684\u5f20\u91cf": 111, "\u5305\u8fd8\u5b9a\u4e49\u4e86\u4e00\u7ec4\u5e38\u7528\u4e8e\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u7684\u6709\u7528\u7684\u635f\u5931\u51fd\u6570": 111, "\u5305\u6765\u5b9e\u73b0\u6211\u4eec\u7684\u591a\u9879\u5f0f\u6a21\u578b\u7f51\u7edc": 111, "\u6211\u4eec\u901a\u8fc7\u4f7f\u7528": 111, "\u624b\u52a8\u66f4\u6539\u5f20\u91cf\u7684\u53ef\u5b66\u4e60\u53c2\u6570": 111, "\u6765\u66f4\u65b0\u6a21\u578b\u7684\u6743\u91cd": 111, "\u5bf9\u4e8e\u50cf\u968f\u673a\u68af\u5ea6\u4e0b\u964d\u8fd9\u6837\u7684\u4f18\u5316\u7b97\u6cd5\u6765\u8bf4": 111, "\u8fd9\u5e76\u4e0d\u662f\u4e00\u4e2a\u5f88\u5927\u7684\u8d1f\u62c5": 111, "\u4f46\u5728\u5b9e\u8df5\u4e2d": 111, "\u6211\u4eec\u7ecf\u5e38\u4f7f\u7528\u66f4\u590d\u6742\u7684\u4f18\u5316\u5668\u6765\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc": 111, "\u6bd4\u5982": 111, "\u5305\u62bd\u8c61\u4e86\u4f18\u5316\u7b97\u6cd5\u7684\u5b9a\u4e49": 111, "\u5e76\u63d0\u4f9b\u4e86\u5e38\u7528\u4f18\u5316\u7b97\u6cd5\u7684\u5b9e\u73b0": 111, "\u6211\u4eec\u5c06\u50cf\u4ee5\u524d\u4e00\u6837\u4f7f\u7528": 111, "\u5305\u6765\u5b9a\u4e49\u6211\u4eec\u7684\u6a21\u578b": 111, "\u4f46\u6211\u4eec\u5c06\u4f7f\u7528": 111, "\u5305\u63d0\u4f9b\u7684": 111, "\u7b97\u6cd5\u6765\u4f18\u5316\u6a21\u578b": 111, "\u6709\u65f6\u4f60\u53ef\u80fd\u4f1a\u5e0c\u671b\u81ea\u5b9a\u4e49\u6bd4\u73b0\u6709\u6a21\u5757\u96c6\u66f4\u590d\u6742\u7684\u6a21\u578b": 111, "\u5728\u8fd9\u4e9b\u60c5\u51b5\u4e0b": 111, "\u4f60\u53ef\u4ee5\u901a\u8fc7\u7ee7\u627f": 111, "\u5e76\u5b9a\u4e49\u4e00\u4e2a": 111, "\u65b9\u6cd5\u6765\u81ea\u5b9a\u4e49\u6a21\u5757": 111, "\u8be5\u65b9\u6cd5\u63a5\u6536\u8f93\u5165\u5f20\u91cf": 111, "\u5e76\u4f7f\u7528\u5176\u4ed6\u6a21\u5757\u6216\u5728\u5f20\u91cf\u4e0a\u81ea\u52a8\u6c42\u5bfc\u7b49\u64cd\u4f5c\u751f\u6210\u65b0\u7684\u8f93\u51fa\u5f20\u91cf": 111, "\u6211\u4eec\u5c06\u5b9e\u73b0\u4e00\u4e2a\u4e09\u6b21\u591a\u9879\u5f0f\u4f5c\u4e3a\u81ea\u5b9a\u4e49\u6a21\u5757\u7684\u5b50\u7c7b": 111, "\u4f5c\u4e3a\u52a8\u6001\u8ba1\u7b97\u56fe\u548c\u6743\u91cd\u5171\u4eab\u7684\u4e00\u4e2a\u793a\u4f8b": 111, "\u6211\u4eec\u5b9e\u73b0\u4e86\u4e00\u4e2a\u975e\u5e38\u5947\u7279\u7684\u6a21\u578b": 111, "\u4e00\u4e2a\u4e09\u81f3\u4e94\u9636\u7684\u591a\u9879\u5f0f": 111, "\u5728\u6bcf\u6b21\u524d\u5411\u4f20\u9012\u65f6\u968f\u673a\u9009\u62e9\u4e00\u4e2a3\u52305\u4e4b\u95f4\u7684\u6570\u5b57": 111, "\u5e76\u4f7f\u7528\u8be5\u9636\u6570\u591a\u9879\u5f0f\u6765\u8ba1\u7b97": 111, "\u91cd\u590d\u4f7f\u7528\u76f8\u540c\u7684\u6743\u91cd\u591a\u6b21\u4ee5\u8ba1\u7b97\u56db\u9636\u548c\u4e94\u9636\u591a\u9879\u5f0f": 111, "\u5bf9\u4e8e\u8fd9\u4e2a\u6a21\u578b": 111, "\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528python\u6d41\u63a7\u5236\u6765\u5b9e\u73b0\u5faa\u73af": 111, "\u5e76\u4e14\u53ef\u4ee5\u901a\u8fc7\u5728\u5b9a\u4e49\u524d\u5411\u4f20\u9012\u65f6": 111, "\u591a\u6b21\u91cd\u590d\u4f7f\u7528\u76f8\u540c\u7684\u53c2\u6570": 111, "\u6765\u5b9e\u73b0\u6743\u91cd\u5171\u4eab": 111, "\u6211\u4eec\u53ef\u4ee5\u5f88\u5bb9\u6613\u5730\u5c06\u8fd9\u4e2a\u6a21\u578b\u5b9e\u73b0\u4e3a\u4e00\u4e2a\u6a21\u5757\u7684\u5b50\u7c7b": 111, "\u5177\u4f53\u793a\u4f8b\u5982\u4e0b": 111, "unpickl": 112, "facil": 112, "running_mean": [112, 143, 199, 250], "themodelclass": 112, "param_tensor": [112, 250], "var_nam": [112, 250], "param_group": [112, 160, 212, 217, 245], "dampen": 112, "4675713712": 112, "4675713784": 112, "4675714000": 112, "4675714072": 112, "4675714216": 112, "4675714288": 112, "4675714432": 112, "4675714504": 112, "4675714648": 112, "4675714720": 112, "_use_new_zipfile_seri": 112, "inconsist": [112, 145, 242], "best_model_st": 112, "deepcopi": [112, 139, 143, 158, 183, 199, 200], "overfit": [112, 128, 158], "model_script": 112, "model_state_dict": [112, 215, 221, 242], "theoptimizerclass": 112, "modela_state_dict": [112, 244], "modela": [112, 244], "modelb_state_dict": [112, 244], "modelb": [112, 244], "optimizera_state_dict": [112, 244], "optimizera": [112, 244], "optimizerb_state_dict": [112, 244], "optimizerb": [112, 244], "themodelaclass": 112, "themodelbclass": 112, "theoptimizeraclass": 112, "theoptimizerbclass": 112, "gan": [112, 121, 154, 244], "ensembl": [112, 121], "remap": 112, "overwrit": 112, "saving_loading_model": 112, "pendo": 113, "abbo": 113, "joe": [113, 134], "cum": 113, "cnndm": 113, "imdb": 113, "multi30k": [113, 118], "sentencepiec": 113, "t5transform": 113, "padding_idx": 113, "eos_idx": [113, 118], "max_seq_len": 113, "t5_sp_model_path": 113, "t5_tokenizer_bas": 113, "sp_model_path": 113, "t5_base_gener": 113, "t5_base": 113, "beam": 113, "sequence_gener": 113, "datapip": [113, 116], "appendix": 113, "cnndm_batch_siz": 113, "cnndm_datapip": 113, "apply_prefix": 113, "rows2columnar": 113, "cnndm_dataload": 113, "batch_prefix": 113, "sst2": 113, "imdb_batch_s": 113, "imdb_datapip": 113, "process_label": 113, "imdb_dataload": 113, "german": [113, 116, 118, 127, 128], "multi_batch_s": 113, "language_pair": [113, 118], "multi_datapip": 113, "multi_dataload": 113, "input_text": 113, "beam_siz": 113, "model_output": [113, 142, 163], "num_beam": 113, "output_text": 113, "year": [113, 151, 154], "tattoo": 113, "decad": [113, 177], "australia": 113, "campaign": 113, "honest": 113, "london": 113, "stephen": 113, "hendri": 113, "fame": [113, 267], "supermodel": 113, "sydnei": 113, "australian": 113, "fan": [113, 129, 159], "him": 113, "hotel": 113, "heartthrob": 113, "strai": 113, "pooch": 113, "buri": 113, "stagger": 113, "nearbi": 113, "farm": 113, "dirt": 113, "emaci": 113, "disloc": 113, "jaw": 113, "leg": 113, "injuri": [113, 264], "cave": 113, "sinu": 113, "caviti": 113, "surgeri": [113, 172], "breath": 113, "theia": 113, "bulli": 113, "breed": 113, "appar": [113, 158], "whack": 113, "hammer": 113, "miracl": 113, "sara": 113, "mellado": 113, "mohammad": 113, "javad": 113, "zarif": 113, "iran": 113, "sunni": 113, "fridai": 113, "morn": 113, "bring": [113, 160, 169, 172, 185, 193, 206], "rejoin": 113, "john": 113, "kerri": 113, "foreign": 113, "minist": 113, "takeov": 113, "iranian": 113, "consul": 113, "tweet": 113, "american": 113, "week": 113, "ebola": 113, "west": 113, "africa": 113, "discharg": 113, "hasn": 113, "clinician": 113, "health": 113, "boston": 113, "viru": 113, "sierra": 113, "march": 113, "diagnos": [113, 133], "diseas": [113, 172], "maryland": 113, "nation": 113, "institut": 113, "patient": [113, 172], "campu": 113, "polic": 113, "offic": [113, 198, 199], "affair": 113, "admit": 113, "noos": 113, "wednesdai": 113, "incid": 113, "racist": 113, "colleg": 113, "duke": 113, "disciplinari": 113, "school": 113, "rope": 113, "sci": [113, 115], "fi": 113, "tv": 113, "underfund": 113, "misunderstood": 113, "babylon": 113, "star": 113, "trek": 113, "silli": [113, 125], "prosthet": 113, "cheap": 113, "cardboard": 113, "stilt": 113, "dialogu": 113, "cg": 113, "painfulli": 113, "clich\u00e9d": 113, "uninspir": 113, "viewer": 113, "emot": 113, "genr": 113, "serious": 113, "cf": 113, "seriou": 113, "foolish": 113, "spark": 113, "Their": [113, 191, 193], "reaction": 113, "wooden": [113, 264], "maker": 113, "rubbish": 113, "gene": 113, "roddenberri": 113, "ash": 113, "orbit": 113, "dull": 113, "poorli": [113, 127], "advert": 113, "trudg": 113, "trabant": 113, "lumber": 113, "spoiler": 113, "kill": 113, "actor": [113, 137], "jeeez": 113, "dalla": 113, "entertain": 113, "rental": 113, "fight": 113, "van": 113, "damm": 113, "shoot": 113, "battl": 113, "shell": [113, 209, 214, 219, 224], "shotgun": 113, "terrorist": 113, "bomb": 113, "blow": 113, "br": 113, "inclus": [113, 174, 175, 247], "rabbit": 113, "hardli": [113, 115], "profound": 113, "stereotyp": 113, "angri": 113, "veteran": 113, "terrifi": 113, "illeg": 113, "alien": 113, "crook": 113, "cop": 113, "indiffer": 113, "bitchi": 113, "ladi": 113, "station": 113, "politician": 113, "federal": 113, "typecast": 113, "mexican": 113, "hollywood": 113, "1940": 113, "passabl": 113, "villain": 113, "certainli": [113, 144, 191, 193], "knew": 113, "gui": [113, 227, 252, 264], "weren": [113, 139, 155], "desert": 113, "simplist": 113, "hamlet": 113, "annoi": [113, 146], "vd": 113, "daughter": 113, "film": 113, "semi": [113, 121, 194, 197], "alright": 113, "dam": 113, "disappoint": [113, 115], "budget": [113, 126], "poor": 113, "orang": [113, 125, 159], "ein": [113, 118], "mann": 113, "einem": [113, 118], "orangen": 113, "hut": 113, "der": 113, "etwa": 113, "schaut": 113, "mit": [113, 140], "orangefarbenen": 113, "anstarrt": 113, "terrier": 113, "lush": 113, "grass": 113, "front": [113, 115, 139, 157, 177, 178], "fenc": 113, "l\u00e4uft": 113, "auf": 113, "\u00fcppigem": 113, "gr\u00fcnem": 113, "gra": 113, "vor": [113, 118], "wei\u00dfen": 113, "zaun": 113, "\u00fcber": 113, "saftig": 113, "gr\u00fcne": 113, "girl": 113, "karat": 113, "m\u00e4dchen": 113, "bricht": 113, "einen": [113, 116], "st\u00f6ck": 113, "frontkick": 113, "karateanzug": 113, "brett": 113, "tritt": 113, "wear": 113, "jacket": 113, "helmet": 113, "snow": 113, "snowmobil": 113, "f\u00fcnf": 113, "menschen": [113, 118], "winterjacken": 113, "und": 113, "helmen": 113, "stehen": 113, "schnee": 113, "schneemobilen": 113, "hintergrund": 113, "leut": 113, "roof": 113, "hous": 113, "die": 113, "fixieren": 113, "da": 113, "dach": 113, "haus": 113, "reparieren": 113, "t5_tutori": 113, "firstnam": 114, "lastnam": 114, "gallery_pattern": 114, "neural_style_transfer_tutori": 114, "_build": 114, "beginner_sourc": 114, "link1": 114, "link2": 114, "template_tutori": 114, "portalock": 115, "ag_new": 115, "fear": 115, "pension": 115, "union": [115, 180], "turner": 115, "newal": 115, "stricken": 115, "firm": 115, "feder": 115, "mogul": 115, "race": [115, 136], "spaceflight": 115, "toronto": 115, "canada": [115, 265], "rocket": 115, "ansari": 115, "prize": 115, "contest": 115, "fund": 115, "suborbit": 115, "flight": 115, "ky": 115, "grant": 115, "peptid": 115, "ap": 115, "chemistri": 115, "louisvil": 115, "amino": 115, "acid": 115, "protein": 115, "revisit": [115, 191, 264], "yield_token": [115, 118], "data_it": [115, 116, 118], "475": [115, 164], "5297": 115, "text_pipelin": 115, "label_pipelin": 115, "collate_batch": 115, "label_list": [115, 138, 172, 186], "text_list": 115, "_label": 115, "_text": 115, "processed_text": 115, "cumsum": 115, "textclassificationmodel": 115, "embed_dim": [115, 165], "sport": 115, "tec": 115, "total_acc": 115, "total_count": 115, "to_map_style_dataset": 115, "total_accu": 115, "num_train": 115, "split_train_": 115, "split_valid_": 115, "valid_dataload": 115, "accu_v": 115, "accu_test": 115, "golf": 115, "ag_news_label": 115, "ex_text_str": 115, "memphi": 115, "tenn": 115, "ago": 115, "jon": 115, "rahm": 115, "endur": 115, "season": 115, "weather": 115, "sundai": 115, "royal": 115, "portrush": 115, "wind": 115, "rain": 115, "thursdai": 115, "wgc": 115, "fedex": 115, "jude": 115, "invit": 115, "stori": 115, "mid": 115, "spaniard": 115, "stroke": 115, "flawless": 115, "pga": 115, "tour": 115, "nine": 115, "tpc": 115, "southwind": 115, "text_sentiment_ngrams_tutori": 115, "sharma": 116, "legaci": 116, "tatoeba": [116, 166], "deu": 116, "en_core_web_sm": [116, 118], "de_core_news_sm": [116, 118], "dp": [116, 124, 177, 178], "eng": [116, 166, 195], "file_path": 116, "data_pip": 116, "iterablewrapp": 116, "fileopen": 116, "parse_csv": 116, "skip_lin": 116, "removeattribut": 116, "engtoken": 116, "detoken": 116, "haben": 116, "sie": 116, "guten": 116, "gettoken": 116, "source_vocab": 116, "min_freq": [116, 118], "special_first": [116, 118], "target_vocab": 116, "get_ito": 116, "gettransform": 116, "text_tranform": 116, "vocabtransform": 116, "addtoken": 116, "temp_list": 116, "some_sent": 116, "798": 116, "transformed_sent": 116, "index_to_str": 116, "applytransform": 116, "sequence_pair": 116, "bucketbatch": 116, "sortbucket": 116, "batch_num": 116, "bucket_num": 116, "use_in_batch_shuffl": 116, "sort_kei": 116, "x_3": [116, 264], "y_3": 116, "x_4": [116, 264], "y_4": 116, "separatesourcetarget": 116, "applypad": 116, "pair_of_sequ": 116, "source_index_to_str": 116, "target_index_to_str": 116, "showsometransformedsent": 116, "traget": 116, "torchtext_custom_dataset_tutori": 116, "cs231n": 117, "licens": [117, 138, 140, 167], "bsd": [117, 167], "image_dataset": [117, 158], "dataset_s": [117, 158], "class_nam": [117, 140, 158, 172, 214], "train_model": [117, 158, 246], "tempdir": 117, "best_model_params_path": 117, "best_model_param": 117, "best_acc": [117, 158], "running_correct": [117, 158], "set_grad_en": [117, 158, 220], "epoch_loss": [117, 136, 158], "epoch_acc": [117, 158], "time_elaps": [117, 158], "visualize_model": [117, 158], "was_train": [117, 158], "images_so_far": 117, "model_ft": [117, 158], "num_ftr": [117, 158], "optimizer_ft": [117, 158], "exp_lr_schedul": [117, 158], "step_siz": [117, 122, 123, 130, 158, 179], "model_conv": 117, "optimizer_conv": 117, "visualize_model_predict": 117, "72100438_73de9f17af": 117, "transfer_learning_tutori": 117, "\u8fdb\u884c\u8bed\u8a00\u7ffb\u8bd1": [118, 121], "inbuilt": [118, 154], "1756": 118, "issuecom": 118, "1163664163": 118, "githubusercont": [118, 119, 179], "neychev": 118, "small_dl_repo": 118, "src_languag": 118, "tgt_languag": 118, "token_transform": 118, "vocab_transform": 118, "language_index": 118, "data_sampl": 118, "unk_idx": 118, "pad_idx": 118, "bos_idx": 118, "special_symbol": 118, "bo": 118, "ln": 118, "emb_siz": 118, "maxlen": [118, 161], "den": 118, "pos_embed": 118, "register_buff": [118, 154, 203], "token_embed": 118, "tokenembed": 118, "seq2seqtransform": 118, "num_encoder_lay": 118, "num_decoder_lay": 118, "src_vocab_s": 118, "tgt_vocab_s": 118, "dim_feedforward": 118, "src_tok_emb": 118, "tgt_tok_emb": 118, "positional_encod": 118, "trg": 118, "src_mask": 118, "tgt_mask": 118, "src_padding_mask": 118, "tgt_padding_mask": 118, "memory_key_padding_mask": 118, "src_emb": 118, "tgt_emb": 118, "tgt": [118, 166], "generate_square_subsequent_mask": 118, "sz": 118, "triu": [118, 154], "masked_fil": [118, 192], "create_mask": 118, "src_seq_len": 118, "tgt_seq_len": 118, "ffn_hid_dim": 118, "xavier_uniform_": 118, "ignore_index": 118, "pad_sequ": 118, "club": 118, "sequential_transform": 118, "txt_input": 118, "tensor_transform": 118, "token_id": 118, "text_transform": 118, "src_batch": 118, "tgt_batch": 118, "src_sampl": 118, "tgt_sampl": 118, "rstrip": 118, "train_epoch": [118, 166], "tgt_input": 118, "tgt_out": 118, "val_dataload": [118, 149], "ingredi": 118, "timeit": [118, 139, 145, 146, 150, 155, 194, 224, 235, 240, 247], "default_tim": [118, 194, 240], "train_loss": 118, "end_tim": [118, 231, 238], "greedy_decod": 118, "start_symbol": 118, "ys": 118, "prob": [118, 160, 162, 164, 170], "next_word": 118, "src_sentenc": 118, "num_token": 118, "tgt_token": 118, "lookup_token": 118, "grupp": 118, "von": 118, "steht": 118, "iglu": 118, "3f5ee243547dee91fbd053c1c4a845aa": 118, "pdf": 118, "harvard": 118, "edu": [118, 179], "translation_transform": 118, "geeta": [119, 177], "chauhan": [119, 177], "facebook": [119, 136, 205, 223], "android": [119, 121, 195, 197, 228, 229, 252, 254], "2012": [119, 265], "hundr": [119, 120, 124, 172], "distil": [119, 121, 188], "timm": 119, "imagenet_default_mean": 119, "imagenet_default_std": 119, "facebookresearch": [119, 185, 217], "deit_base_patch16_224": 119, "clsidx": 119, "269": [119, 148], "timber": [119, 189], "wolf": [119, 189], "cani": [119, 189], "lupu": [119, 189], "scripted_model": [119, 189], "fbdeit_script": 119, "346mb": 119, "qnnpack": [119, 159, 180, 219, 224, 229], "qconfig_spec": [119, 229], "scripted_quantized_model": 119, "fbdeit_scripted_quant": 119, "fbdeit_quantized_script": 119, "89mb": 119, "mobile_optim": [119, 189, 195, 207, 219, 223, 225, 226, 254], "optimize_for_mobil": [119, 189, 195, 207, 219, 223, 224, 225, 226, 254], "optimized_scripted_quantized_model": 119, "fbdeit_optimized_scripted_quant": 119, "_save_for_lite_interpret": [119, 188, 189, 195, 205, 223, 224], "fbdeit_optimized_scripted_quantized_lit": 119, "ptl": [119, 188, 205, 223, 224], "prof1": 119, "prof2": 119, "prof3": 119, "prof4": 119, "prof5": 119, "1236": 119, "69m": 119, "1226": 119, "72m": 119, "593": 119, "19m": 119, "598": 119, "01m": 119, "81": [119, 145], "52": [119, 127, 148, 177], "vt_tutori": 119, "spread": [120, 172], "demand": 120, "mesh": [120, 124], "ddp_series_intro": 120, "utm_sourc": 120, "distr_land": 120, "utm_medium": 120, "distributeddata": 120, "ddp_tutori": 120, "intermediate_ddp_tutori": 120, "generic_join": 120, "fsdp_tutori": 120, "fsdp_getting_start": 120, "huggingfac": [120, 122, 123, 186, 202], "hf": 120, "t5": 120, "fsdp_adavnced_tutori": 120, "fsdp_advanc": 120, "tp_tutori": [120, 124], "distributed_device_mesh": 120, "rpc_tutori": 120, "rpc_getting_start": 120, "rpc_param_server_tutori": 120, "rpc_async_execut": 120, "rpc_ddp_tutori": 120, "rpc_plus_ddp": 120, "plug": [120, 156, 167, 224], "process_group_cpp_extension_tutori": 120, "custom_extensions_cpp": 120, "\u65b0\u589e\u6559\u7a0b": 121, "\u4f7f\u7528\u81ea\u5b9a\u4e49\u7684": 121, "triton": [121, 145, 173, 200, 252], "\u5185\u6838\u4e0e": 121, "\u901a\u8fc7\u533a\u57df\u7f16\u8bd1\u51cf\u5c11": [121, 252], "\u51b7\u542f\u52a8\u7f16\u8bd1\u65f6\u95f4": [121, 252], "tp": 121, "\u8fdb\u884c\u5927\u89c4\u6a21": 121, "\u6a21\u578b\u8bad\u7ec3": 121, "\u5229\u7528\u534a\u7ed3\u6784\u5316": 121, "\u7a00\u758f\u6027\u52a0\u901f": 121, "\u548c\u5f20\u91cf\u5b50\u7c7b\u7684\u6269\u5c55\u70b9": [121, 252], "\u719f\u6089": 121, "\u7684\u6982\u5ff5\u548c\u6a21\u5757": 121, "\u901a\u8fc7\u672c\u5feb\u901f\u5165\u95e8\u6307\u5357": 121, "\u5b66\u4e60\u5982\u4f55\u52a0\u8f7d\u6570\u636e": 121, "\u6784\u5efa\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc": 121, "\u8bad\u7ec3\u548c\u4fdd\u5b58\u6a21\u578b": 121, "\u5f00\u542f": 121, "\u65c5\u7a0b": 121, "\u793a\u4f8b": [121, 248, 259], "\u5c0f\u5de7\u6613\u7528": 121, "\u5373\u65f6\u90e8\u7f72\u7684": 121, "\u4ee3\u7801\u793a\u4f8b": 121, "\u5168\u90e8": 121, "\u9010\u6b65\u6559\u4f60\u5982\u4f55\u7528pytorch\u6784\u5efa\u5b8c\u6574\u7684\u673a\u5668\u5b66\u4e60\u6d41\u7a0b": 121, "\u4ecb\u7ecd\u89c6\u9891": 121, "\u7528pytorch\u6784\u5efa\u5b8c\u6574\u7684\u673a\u5668\u5b66\u4e60\u5de5\u4f5c\u6d41\u7a0b": 121, "pytorch\u521d\u5b66\u8005\u7cfb\u5217": 121, "\u901a\u8fc7\u793a\u4f8b\u5b66\u4e60": 121, "\u672c\u6559\u7a0b\u901a\u8fc7\u72ec\u7acb\u7684\u793a\u4f8b\u4ecb\u7ecd\u4e86": 121, "\u4ec0\u4e48\u662f": 121, "\u6765\u521b\u5efa\u548c\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc": 121, "\u5c55\u73b0\u6a21\u578b": 121, "\u6570\u636e\u548c\u8bad\u7ec3\u8fc7\u7a0b": 121, "\u5b66\u4e60\u4f7f\u7528": 121, "\u53ef\u89c6\u5316\u6570\u636e\u96c6\u548c\u6a21\u578b\u8bad\u7ec3\u8fc7\u7a0b": 121, "\u76ee\u6807\u68c0\u6d4b\u5fae\u8c03\u6559\u7a0b": 121, "\u5fae\u8c03\u9884\u8bad\u7ec3\u7684": 121, "\u4f7f\u7528\u8fc1\u79fb\u5b66\u4e60\u8bad\u7ec3\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u8fdb\u884c\u56fe\u50cf\u5206\u7c7b": 121, "\u4f18\u5316\u89c6\u89c9transformer\u6a21\u578b": 121, "\u5e94\u7528\u6700\u524d\u6cbf\u7684": 121, "\u57fa\u4e8e": 121, "\u6a21\u578b\u5230\u8ba1\u7b97\u673a\u89c6\u89c9\u4efb\u52a1\u4e2d": 121, "\u5bf9\u6297\u6027\u6837\u672c\u751f\u6210": 121, "dcgan": 121, "\u5b66\u4e60\u5982\u4f55\u901a\u8fc7\u89c6\u89c9\u6ce8\u610f\u673a\u5236\u589e\u5f3a\u4f60\u7684\u7f51\u7edc": 121, "tiatoolbox": 121, "\u5bf9\u56fe\u50cf\u8fdb\u884c\u63a8\u7406": 121, "\u5b66\u4e60\u5982\u4f55\u4f7f\u7528tiatoolbox\u5bf9\u56fe\u50cf\u8fdb\u884c\u63a8\u7406": 121, "usb": [121, 159], "\u7684\u534a\u76d1\u7763\u5b66\u4e60\u6559\u7a0b": 121, "\u5b66\u4e60\u5982\u4f55\u4f7f\u7528": [121, 252], "\u5bf9\u81ea\u5b9a\u4e49\u6570\u636e\u8fdb\u884c\u534a\u76d1\u7763\u5b66\u4e60\u7b97\u6cd5\u7684\u8bad\u7ec3": 121, "\u52a0\u8f7d\u6570\u636e": [121, 236, 252], "\u91cd\u91c7\u6837": 121, "\u5bf9\u97f3\u9891\u6ce2\u5f62\u8fdb\u884c\u91cd\u65b0\u91c7\u6837": 121, "\u6570\u636e\u589e\u5f3a": 121, "\u5e94\u7528\u6570\u636e\u589e\u5f3a": 121, "\u7279\u5f81\u63d0\u53d6": 121, "\u63d0\u53d6\u7279\u5f81": 121, "\u7279\u5f81\u589e\u5f3a": 121, "\u5bf9\u7279\u5f81\u8fdb\u884c\u589e\u5f3a": 121, "\u4e2d\u4f7f\u7528": [121, 252], "wav2vec2": 121, "\u8fdb\u884c\u81ea\u52a8\u8bed\u97f3\u8bc6\u522b": 121, "\u7684\u9884\u8bad\u7ec3\u6a21\u578b\u6765\u6784\u5efa\u8bed\u97f3\u8bc6\u522b\u5e94\u7528\u7a0b\u5e8f": 121, "\u8bed\u97f3\u547d\u4ee4\u5206\u7c7b": 121, "\u5b66\u4e60\u5982\u4f55\u6b63\u786e\u683c\u5f0f\u5316\u97f3\u9891\u6570\u636e\u96c6": 121, "\u7136\u540e\u5728\u8be5\u6570\u636e\u96c6\u4e0a\u8bad\u7ec3": 121, "\u6d4b\u8bd5\u97f3\u9891\u5206\u7c7b\u5668\u7f51\u7edc": 121, "\u8fdb\u884c\u6587\u672c\u8f6c\u8bed\u97f3": 121, "\u7684\u9884\u8bad\u7ec3\u6a21\u578b\u6784\u5efa\u6587\u672c\u8f6c\u8bed\u97f3\u5e94\u7528\u7a0b\u5e8f": 121, "\u8fdb\u884c\u5bf9\u9f50": 121, "\u9884\u8bad\u7ec3\u6a21\u578b\u5bf9\u6587\u672c\u8fdb\u884c\u4e0e\u8bed\u97f3\u5bf9\u9f50": 121, "\u63d0\u5347\u63a8\u7406\u6548\u7387": 121, "\u5b9e\u73b0\u7684": [121, 245], "\u4ee5\u5b9e\u73b0\u9ad8\u6027\u80fd\u7684\u63a8\u65ad": 121, "\u4ece\u96f6\u5f00\u59cb\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406": 121, "\u4f7f\u7528\u5b57\u7b26\u7ea7": 121, "\u5bf9\u59d3\u540d\u8fdb\u884c\u5206\u7c7b": 121, "\u6784\u5efa\u5e76\u8bad\u7ec3\u4e00\u4e2a\u57fa\u672c\u7684\u5b57\u7b26\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc": 121, "\u4ece\u96f6\u5f00\u59cb\u5206\u7c7b\u5355\u8bcd": 121, "\u800c\u4e0d\u4f7f\u7528": 121, "\u751f\u6210\u59d3\u540d": [121, 127, 166], "\u5728\u4f7f\u7528\u5b57\u7b26\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5bf9\u59d3\u540d\u8fdb\u884c\u5206\u7c7b\u4e4b\u540e": 121, "\u5b66\u4e60\u5982\u4f55\u4ece\u8bed\u8a00\u4e2d\u751f\u6210\u59d3\u540d": 121, "\u4f7f\u7528\u5e8f\u5217\u5230\u5e8f\u5217\u7f51\u7edc\u548c\u6ce8\u610f\u529b\u8fdb\u884c\u7ffb\u8bd1": 121, "\u5728\u8fd9\u91cc\u6211\u4eec\u7f16\u5199\u81ea\u5df1\u7684\u7c7b\u548c\u51fd\u6570\u6765\u9884\u5904\u7406\u6570\u636e\u4ee5\u6267\u884c\u6211\u4eec\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5efa\u6a21\u4efb\u52a1": 121, "\u8fdb\u884c\u6587\u672c\u5206\u7c7b": 121, "\u5e93\u6784\u5efa\u6570\u636e\u96c6\u5e76\u5bf9\u6587\u672c\u8fdb\u884c\u5206\u7c7b": 121, "\u4ece\u96f6\u5f00\u59cb\u8bad\u7ec3\u4e00\u4e2a\u4f7f\u7528": 121, "\u7684\u8bed\u8a00\u7ffb\u8bd1\u6a21\u578b": 121, "\u4f7f\u7528torchtext\u9884\u5904\u7406\u81ea\u5b9a\u4e49\u6587\u672c\u6570\u636e\u96c6": 121, "\u51c6\u5907\u81ea\u5b9a\u4e49\u6570\u636e\u96c6": 121, "\u53ef\u9009": [121, 252], "\u6a21\u578b\u5bfc\u51fa\u4e3a": 121, "\u8fd0\u884c\u5b83": 121, "\u6784\u5efa\u4e00\u4e2a": 121, "\u56fe\u50cf\u5206\u7c7b\u5668\u6a21\u578b": 121, "\u7136\u540e\u5c06\u5176\u8f6c\u6362\u4e3a": 121, "\u683c\u5f0f": [121, 248, 252, 258], "\u6700\u540e\u4f7f\u7528": 121, "\u90e8\u7f72\u5b83": 121, "\u4ecb\u7ecd": [121, 248, 252, 256], "\u6f14\u793a\u5982\u4f55\u901a\u8fc7\u4f7f\u7528": 121, "\u6765\u89e3\u51b3\u4e0d\u652f\u6301\u7684\u64cd\u4f5c\u7b26": 121, "\u4ece\u800c\u5b9e\u73b0\u7aef\u5230\u7aef\u7684\u6d41\u7a0b": 121, "\u5f3a\u5316\u5b66\u4e60": 121, "dqn": 121, "cartpol": [121, 137, 161, 164], "\u4efb\u52a1\u4e0a\u8bad\u7ec3\u4e00\u4e2a": 121, "\u4ee3\u7406": 121, "\u4f7f\u7528torchrl\u8fdb\u884c\u5f3a\u5316\u5b66\u4e60": 121, "torchrl": [121, 137, 147], "proxim": [121, 160], "pendulum": [121, 160], "\u8bad\u7ec3\u4e00\u4e2a\u9a6c\u91cc\u5965\u6e38\u620f\u7684": 121, "mario": [121, 147, 154], "ddpg": 121, "\u4e2d\u90e8\u7f72": [121, 140], "densenet": [121, 140, 214], "121": [121, 140, 145, 179, 239], "\u4e2d\u52a0\u8f7d": [121, 140, 252], "thumbnail": [121, 172], "holist": 121, "fuser": 121, "nchw": [121, 130, 148, 178, 221, 224], "raspberri": 121, "nerur": 121, "netork": 121, "exploresever": 121, "tangent": [121, 142, 146], "plugin": [121, 169, 209], "rai": 121, "orthogon": [121, 154], "symmetr": [121, 138, 154, 198, 201], "prune": [121, 154, 197], "snapshot": [121, 132, 175, 209, 223], "grok": 121, "torchserv": [121, 162, 214, 252], "torchx": 121, "inductor": [121, 129, 175, 185, 197, 198, 256, 257], "scaled_dot_product_attent": [121, 165, 194], "paral": 121, "executorch": [121, 198], "sdk": [121, 209, 228, 259], "v3": [121, 229], "xnnpack": [121, 180, 198, 199, 201], "metal": 121, "shader": 121, "fp32": [121, 122, 132, 138, 148, 178, 180, 185, 186, 189, 198, 200, 222, 235], "torchrec": 121, "distributedmodelparallel": 121, "torchmultimod": 121, "\u89c6\u89c9": 121, "\u6587\u672c": 121, "\u5f3a\u5316\u5b66\u4e60\u7684": 121, "\u53ef\u4ee5\u5c06\u5176\u878d\u5165\u73b0\u6709\u5de5\u4f5c\u5185\u5bb9": 121, "sheet": 121, "\u57fa\u7840\u5185\u5bb9\u901f\u89c8": 121, "\u4e0a\u7684\u6559\u7a0b": 121, "\u83b7\u53d6": 121, "\u4e0a\u8fd0\u884c\u6559\u7a0b": 121, "\u5b66\u4e60\u5982\u4f55\u5c06\u6559\u7a0b\u6570\u636e\u590d\u5236\u5230": 121, "\u4ee5\u4fbf\u60a8\u53ef\u4ee5\u5728": 121, "hamid": [122, 123, 177, 178], "shojanazeri": [122, 123, 177, 178], "wright": 122, "rohan": [122, 163], "varma": [122, 163], "yanli": [122, 123], "zhao": [122, 123], "wikihow": 122, "p4dn": 122, "pressur": 122, "fdsp": 122, "discard": [122, 123, 169], "reduce_scatt": [122, 123, 124], "xxl": 122, "3b": [122, 159], "whl": [122, 138, 158, 169, 173, 185, 188, 189], "cu113": 122, "torch_nightli": [122, 138, 158, 188, 189], "wikihowal": 122, "wikihowsep": 122, "cs": 122, "summarization_dataset": 122, "t5_train": 122, "gpt2tokenizerfast": 122, "t5token": 122, "t5forconditionalgener": 122, "modeling_t5": 122, "t5block": 122, "checkpoint_wrapp": 122, "checkpointimpl": 122, "apply_activation_checkpointing_wrapp": 122, "fullyshardeddataparallel": [122, 123, 124, 156, 215, 216], "mixedprecis": 122, "backwardprefetch": [122, 123], "shardingstrategi": [122, 216], "fullstatedictconfig": 122, "statedicttyp": [122, 215], "transformer_auto_wrap_polici": 122, "enable_wrap": [122, 123], "cleanup": [122, 123, 134, 215], "setup_model": 122, "get_date_of_run": 122, "2022": 122, "12_pm": 122, "date_of_run": 122, "s_": [122, 161], "format_metrics_to_gb": 122, "gigabyt": 122, "metric_num": 122, "g_gigabyt": 122, "ndigit": 122, "fsdp_loss": 122, "inner_pbar": 122, "colour": 122, "desc": [122, 138, 186], "source_id": 122, "attention_mask": [122, 138, 186], "source_mask": 122, "target_id": [122, 166], "train_accuraci": 122, "val_load": 122, "fsdp_main": [122, 123], "type_path": 122, "output_length": 122, "print_text": 122, "150": [122, 164], "val_dataset": 122, "sampler1": [122, 123], "num_replica": [122, 123], "sampler2": [122, 123], "train_kwarg": [122, 123, 130], "test_kwarg": [122, 123, 130], "test_batch_s": [122, 123], "cuda_kwarg": [122, 123, 130], "t5_auto_wrap_polici": 122, "transformer_layer_cl": 122, "sharding_strategi": [122, 216], "shard_grad_op": 122, "zero2": 122, "full_shard": 122, "zero3": 122, "init_start_ev": [122, 123], "enable_tim": [122, 123, 173], "init_end_ev": [122, 123], "bf16_readi": 122, "is_bf16_support": 122, "loosevers": 122, "is_nccl_avail": 122, "mp_polici": 122, "bfsixteen": 122, "auto_wrap_polici": [122, 123], "mixed_precis": 122, "current_devic": [122, 231], "curr_val_loss": 122, "file_save_nam": 122, "time_of_run": 122, "dur": 122, "train_acc_track": 122, "val_acc_track": 122, "training_start_tim": 122, "track_memori": 122, "mem_alloc_track": 122, "mem_reserved_track": 122, "run_valid": 122, "zone": 122, "memory_alloc": [122, 130], "memory_reserv": 122, "save_model": [122, 123], "save_polici": 122, "offload_to_cpu": 122, "rank0_onli": 122, "state_dict_typ": 122, "full_state_dict": 122, "cpu_stat": 122, "currepoch": 122, "save_nam": 122, "barrier": [122, 123, 134, 136, 138, 177, 186], "metavar": [122, 123, 162, 164], "002": 122, "store_tru": [122, 123], "store_fals": 122, "nnode": [122, 134], "transfom": 122, "mhsa": 122, "ffn": 122, "fsdp_auto_wrap_polici": [122, 123], "bfloat16": [122, 185, 200, 208, 231, 238, 245, 248, 255], "v100": [122, 173, 176], "percis": 122, "fpsixteen": 122, "param_dtyp": 122, "reduce_dtyp": 122, "buffer_dtyp": 122, "fp32_polici": 122, "grad_bf16": 122, "backward_pr": 122, "backward_prefetch": 122, "backward_post": 122, "offload": [122, 123], "allgath": [122, 123, 124, 156, 248], "ram": [122, 224, 238], "1t": [123, 132], "feasibl": 123, "possess": [123, 185], "fsdp_mnist": 123, "size_based_auto_wrap_polici": 123, "default_auto_wrap_polici": 123, "fully_sharded_data_parallel": [123, 215], "cpuoffload": 123, "handwritten": 123, "ddp_loss": 123, "batch_idx": [123, 130, 149, 167, 221, 222, 255], "tloss": [123, 130, 167], "6f": [123, 130, 167, 222], "view_a": [123, 130, 163, 167, 222], "dataset1": [123, 130], "dataset2": [123, 130], "my_auto_wrap_polici": 123, "min_num_param": 123, "elapsed_tim": [123, 173], "110": [123, 164, 186, 232], "85": [123, 138, 220, 232], "67462890625sec": 123, "_fsdp_wrapped_modul": 123, "flattenparamswrapp": 123, "_fpw_modul": 123, "peak": [123, 130, 153, 159, 185], "g4dn": 123, "xlarg": 123, "seal": 123, "20000": 123, "89130859375sec": 123, "auto_wrap": 123, "66": [123, 220, 232], "cpu_offload": 123, "offload_param": 123, "dpp": 123, "ddp_mnist": 123, "77766015625sec": 123, "wanchao": [124, 216], "liang": [124, 216], "tianyu": 124, "liu": 124, "devicemesh": [124, 252], "megatron": 124, "lm": [124, 213], "sp": 124, "parallelstyl": 124, "parallelize_modul": 124, "dtensor": 124, "foward": 124, "aris": [124, 185, 192], "exceed": [124, 160], "domin": [124, 148, 172, 204], "consequ": [124, 161], "ballpark": 124, "flop": 124, "llm": 124, "trillion": [124, 132], "month": 124, "llama": 124, "70b": 124, "2k": 124, "llama2": 124, "1k": 124, "colwiseparallel": 124, "rowwiseparallel": 124, "sequenceparallel": 124, "rmsnormpython": 124, "preparemoduleinput": 124, "preparemoduleoutput": 124, "device_mesh": [124, 216], "init_device_mesh": [124, 216], "tp_mesh": 124, "transformerblock": 124, "swiglu": 124, "w2": 124, "silu": 124, "w1": 124, "w3": 124, "colwis": 124, "rowwis": [124, 232], "parallelize_plan": 124, "layer_tp_plan": 124, "feed_foward": 124, "feed_forward": 124, "wq": 124, "wk": 124, "wv": 124, "wo": 124, "tp_plan": 124, "draft": [124, 136], "num_head": [124, 165], "layer_id": 124, "attn_lay": 124, "n_head": 124, "n_kv_head": 124, "tok_embed": 124, "input_layout": 124, "output_layout": 124, "attention_norm": 124, "ffn_norm": 124, "desired_input_layout": 124, "yellow": 124, "loss_parallel": 124, "use_local_output": 124, "mesh_2d": [124, 216], "submesh": 124, "dp_mesh": 124, "model_tp": 124, "model_2d": 124, "use_orig_param": 124, "broadli": 125, "torchviz": [125, 131], "_save": 125, "_saved_self": 125, "_saved_oth": 125, "kept": [125, 127, 265], "_saved_result": 125, "cycl": [125, 169], "thumb": [125, 146, 160], "pack_hook": 125, "unpack_hook": 125, "saved_tensors_hook": 125, "harmless": 125, "debat": 125, "__repr__": [125, 245], "repr": [125, 232], "save_on_cpu": 125, "152": 125, "48gb": 125, "5gb": 125, "6x": [125, 178, 224], "savetocpu": 125, "uuid": 125, "tmp_dir": 125, "uuid4": 125, "leak": 125, "tmp_dir_obj": 125, "succeed": [125, 209], "selfdeletingtempfil": 125, "__del__": 125, "temp_fil": 125, "save_on_disk_threshold": 125, "tensor_or_sctf": 125, "savetodisk": 125, "autograd_saved_tensors_hooks_tutori": 125, "david": [126, 265], "eriksson": 126, "balandat": 126, "methodolog": [126, 178, 221], "runnabl": [126, 145], "laptop": [126, 195], "sustain": 126, "botorch": 126, "bayesian": 126, "mnist_train_na": [126, 149], "appdef": 126, "log_path": [126, 149], "hidden_size_1": [126, 149], "hidden_size_2": [126, 149], "trial_idx": 126, "joinpath": 126, "torchx_imag": 126, "kubernet": 126, "local_cwd": 126, "torchxrunn": 126, "log_dir": [126, 170], "mkdtemp": 126, "ax_runn": 126, "tracker_bas": 126, "component_const_param": 126, "cfg": 126, "choiceparamet": 126, "parametertyp": 126, "rangeparamet": 126, "num_param": [126, 149], "pareto": 126, "frontier": 126, "weird": 126, "upper": [126, 154, 165, 265], "parameter_typ": 126, "log_scal": 126, "is_ord": 126, "search_spac": 126, "parameter_constraint": 126, "outcom": [126, 201], "fetch": [126, 128, 135, 162, 163, 164, 177, 178], "proxi": [126, 190, 193], "tensorboardcurvemetr": 126, "mytensorboardmetr": 126, "prespecifi": 126, "classmethod": [126, 184, 245], "get_ids_from_tri": 126, "queryabl": 126, "is_available_while_run": 126, "curve_nam": 126, "lower_is_bett": 126, "val_acc": [126, 149], "model_num_param": 126, "multiobjectiveoptimizationconfig": 126, "94": [126, 198, 220, 239], "multiobject": 126, "objectivethreshold": 126, "optimization_config": 126, "opt_config": 126, "objective_threshold": 126, "80_000": 126, "torchx_mnist": 126, "generationstrategi": 126, "total_tri": 126, "modelbridg": 126, "dispatch_util": 126, "choose_generation_strategi": 126, "gs": [126, 259], "num_trial": 126, "scheduleropt": 126, "max_pending_tri": 126, "generation_strategi": 126, "autom": [126, 144, 148, 172, 183], "run_all_tri": 126, "report_util": 126, "exp_to_df": 126, "_pareto_frontier_scatter_2d_plotli": 126, "surrog": 126, "uncertainti": 126, "cross_valid": 126, "compute_diagnost": 126, "diagnost": 126, "interact_cross_validation_plotli": 126, "init_notebook_plot": 126, "contour": 126, "interact_contour_plotli": 126, "metric_nam": 126, "kiuk": 126, "tristan": [126, 159], "rice": [126, 159], "ax_multiobjective_nas_tutori": [126, 149], "\u5e8f\u5217\u5230\u5e8f\u5217\u7f51\u7edc\u548c\u6ce8\u610f\u529b\u673a\u5236\u8fdb\u884c\u7ffb\u8bd1": 127, "surnam": 127, "scottish": 127, "irish": 127, "schmidhub": 127, "czech": 127, "dutch": 127, "\u8ddf\u7740\u793a\u4f8b\u5b66\u4e60": [127, 128, 166], "unreason": [127, 128], "roman": [127, 265], "glob": [127, 128, 209], "findfil": [127, 128], "all_lett": [127, 128], "ascii_lett": [127, 128], "n_letter": [127, 128], "\u015blus\u00e0rski": 127, "category_lin": [127, 128], "all_categori": [127, 128], "splitext": [127, 128], "basenam": [127, 128], "n_categori": [127, 128], "italian": 127, "0s": [127, 137, 186], "line_length": 127, "lettertoindex": 127, "lettertotensor": 127, "linetotensor": 127, "jone": 127, "h2h": 127, "inithidden": [127, 128], "n_hidden": 127, "next_hidden": 127, "precomput": 127, "albert": 127, "greatest": [127, 172], "categoryfromoutput": 127, "top_n": 127, "top_i": 127, "category_i": 127, "randomchoic": [127, 128], "randomtrainingexampl": [127, 128], "category_tensor": [127, 128], "line_tensor": 127, "005": [127, 161, 179], "plot_everi": [127, 128, 166], "current_loss": 127, "all_loss": [127, 128], "timesinc": [127, 128, 166], "guess_i": 127, "histor": [127, 128], "minu": [127, 169], "n_confus": 127, "111": [127, 164, 166, 177, 186, 232, 258], "cax": [127, 166], "matshow": [127, 166], "colorbar": [127, 166], "set_xticklabel": [127, 150, 166], "rotat": [127, 166, 167, 170], "set_yticklabel": [127, 166], "tick": [127, 166], "xaxi": [127, 166], "set_major_loc": [127, 166], "multipleloc": [127, 166], "yaxi": [127, 150, 166], "bright": 127, "incorrectli": [127, 199], "chines": [127, 128], "korean": 127, "greek": 127, "input_lin": 127, "n_predict": 127, "topv": [127, 128], "category_index": 127, "doveski": 127, "jackson": 127, "satoshi": 127, "bottl": [127, 145], "hazaki": 127, "japanes": 127, "5533": 127, "yournam": 127, "gender": 127, "subreddit": 127, "char_rnn_classification_tutori": 127, "russian": 128, "ru": 128, "rovakov": 128, "uantov": 128, "shavakov": 128, "ger": 128, "gerren": 128, "ereng": 128, "rosher": 128, "spa": 128, "salla": 128, "parer": 128, "allan": 128, "chi": 128, "chan": 128, "iun": 128, "\u8fdb\u884c\u59d3\u540d\u5206\u7c7b": [128, 166], "some_fil": [128, 134], "n\u00e9\u00e0l": 128, "o2o": 128, "muscl": [128, 172], "fuzz": 128, "chao": 128, "i2o": 128, "input_combin": 128, "output_combin": 128, "randomtrainingpair": 128, "abcd": 128, "categorytensor": 128, "targettensor": 128, "letter_index": 128, "input_line_tensor": 128, "target_line_tensor": 128, "0005": [128, 179], "start_lett": 128, "abc": [128, 172], "fiction": 128, "countri": 128, "citi": 128, "char_rnn_generation_tutori": 128, "simon": 129, "\u4f60\u5c06\u5b66\u5230\u4ec0\u4e48": 129, "\u5982\u4f55\u4e0e": 129, "\u4ea4\u4e92": 129, "\u5982\u4f55\u4f7f\u7528\u7f16\u8bd1\u7684": 129, "\u5982\u4f55\u4f7f\u7528": [129, 252], "torch_log": [129, 174, 175, 252, 253], "\u68c0\u67e5\u65e5\u5fd7": 129, "\u524d\u63d0\u6761\u4ef6": 129, "\u5b8c\u6210": 129, "\u9605\u8bfb": 129, "aotautograd": 129, "\u90e8\u5206": [129, 231], "\u4e2d\u5f15\u5165\u7684": 129, "\u6269\u5c55": [129, 232], "\u5141\u8bb8\u6355\u83b7\u66f4\u5927\u7684\u53cd\u5411\u56fe": 129, "\u867d\u7136": [129, 232, 256], "\u786e\u5b9e\u6355\u83b7\u4e86\u53cd\u5411\u56fe": 129, "\u4f46\u5b83\u662f": 129, "\u6355\u83b7\u7684": 129, "\u7ec4\u4ef6\u63d0\u524d\u6355\u83b7\u53cd\u5411\u56fe": 129, "\u4f46\u6709\u4e00\u5b9a\u7684\u9650\u5236": 129, "\u524d\u5411\u56fe\u4e2d\u7684\u56fe\u4e2d\u65ad\u4f1a\u5bfc\u81f4\u53cd\u5411\u56fe\u4e2d\u7684\u56fe\u4e2d\u65ad": 129, "\u53cd\u5411\u94a9\u5b50": 129, "\u672a\u88ab\u6355\u83b7": 129, "\u901a\u8fc7\u76f4\u63a5\u4e0e": 129, "\u5f15\u64ce\u96c6\u6210": 129, "\u89e3\u51b3\u4e86\u8fd9\u4e9b\u9650\u5236": 129, "\u5141\u8bb8\u5b83\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u5b8c\u6574\u7684\u53cd\u5411\u56fe": 129, "\u5177\u6709\u8fd9\u4e9b\u7279\u5f81\u7684\u6a21\u578b\u5e94\u5c1d\u8bd5\u7f16\u8bd1\u7684": 129, "\u5e76\u53ef\u80fd\u89c2\u5bdf\u5230\u66f4\u597d\u7684\u6027\u80fd": 129, "\u4e5f\u5f15\u5165\u4e86\u81ea\u8eab\u7684\u9650\u5236": 129, "\u5728\u53cd\u5411\u5f00\u59cb\u65f6\u589e\u52a0\u4e86\u7f13\u5b58\u67e5\u627e\u7684\u8fd0\u884c\u65f6\u5f00\u9500": 129, "\u7531\u4e8e\u66f4\u5927\u7684\u6355\u83b7": 129, "\u66f4\u5bb9\u6613\u5728": 129, "dynamo": [129, 145, 174, 175, 187, 257], "\u4e2d\u91cd\u65b0\u7f16\u8bd1\u548c\u56fe\u4e2d\u65ad": 129, "\u6b63\u5728\u79ef\u6781\u5f00\u53d1\u4e2d": 129, "\u5c1a\u4e0d\u517c\u5bb9\u6240\u6709\u73b0\u6709\u7684": 129, "\u6709\u5173\u7279\u5b9a\u529f\u80fd\u7684\u6700\u65b0\u72b6\u6001": 129, "\u6211\u4eec\u5c06\u57fa\u4e8e\u8fd9\u4e2a\u7b80\u5355\u7684\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u8fdb\u884c\u793a\u4f8b": 129, "\u5b83\u63a5\u53d7\u4e00\u4e2a": 129, "\u7ef4\u7684\u8f93\u5165\u5411\u91cf": 129, "\u901a\u8fc7\u4e00\u4e2a\u7ebf\u6027\u5c42\u5904\u7406": 129, "\u5e76\u8f93\u51fa\u53e6\u4e00\u4e2a": 129, "\u7ef4\u7684\u5411\u91cf": 129, "\u8bf7\u786e\u4fdd\u5c06": 129, "compiled_autograd": 129, "\u8bbe\u7f6e\u4e3a": [129, 235, 251, 257], "\u7c7b\u7684\u5b9e\u4f8b": 129, "\u751f\u6210\u4e00\u4e2a\u968f\u673a\u7684": 129, "\u7ef4\u5f20\u91cf": 129, "\u6211\u4eec\u5b9a\u4e49\u4e86\u8bad\u7ec3\u5faa\u73af\u51fd\u6570": 129, "\u5e76\u7528": 129, "\u88c5\u9970\u5b83\u4ee5\u4f18\u5316\u5176\u6267\u884c": 129, "\u5f53\u8c03\u7528": 129, "\u7531\u4e8e\u6b64\u8c03\u7528\u88ab": 129, "\u88c5\u9970": 129, "\u89e3\u91ca\u5668\u8c03\u7528": 129, "\u62e6\u622a": 129, "\u5b57\u8282\u7801": 129, "\u6a21\u62df\u5176\u6267\u884c\u5e76\u5c06\u64cd\u4f5c\u8bb0\u5f55\u5230\u56fe\u4e2d": 129, "aotdispatch": 129, "\u7981\u7528\u94a9\u5b50\u5e76\u8c03\u7528": 129, "\u5f15\u64ce\u6765\u8ba1\u7b97": 129, "\u5e76\u5c06\u64cd\u4f5c\u8bb0\u5f55\u5230\u56fe\u4e2d": 129, "\u91cd\u5199\u4e86": 129, "\u7684\u524d\u5411\u548c\u53cd\u5411\u5b9e\u73b0": 129, "\u751f\u6210\u4e00\u4e2a\u51fd\u6570": 129, "\u5bf9\u5e94\u4e8e": 129, "\u524d\u5411\u548c\u53cd\u5411\u7684\u4f18\u5316\u5b9e\u73b0": 129, "\u8bbe\u7f6e\u4f18\u5316\u51fd\u6570": 129, "\u4ee5\u4fbf\u7531": 129, "\u89e3\u91ca\u5668\u63a5\u4e0b\u6765\u8bc4\u4f30": 129, "\u89e3\u91ca\u5668\u6267\u884c\u4f18\u5316\u51fd\u6570": 129, "\u8be5\u51fd\u6570\u6267\u884c": 129, "\u89e3\u91ca\u5668\u6267\u884c": 129, "\u5f15\u64ce": 129, "\u7531\u4e8e\u6211\u4eec\u8bbe\u7f6e\u4e86": 129, "\u5b83\u4f1a\u8def\u7531\u5230\u7f16\u8bd1\u7684": 129, "\u5305\u62ec\u5b83\u9047\u5230\u7684\u4efb\u4f55\u94a9\u5b50": 129, "\u5728\u6b64\u8fc7\u7a0b\u4e2d": 129, "\u5b83\u5c06\u8bb0\u5f55": 129, "\u5148\u524d\u91cd\u5199\u7684\u53cd\u5411": 129, "\u751f\u6210\u4e00\u4e2a\u65b0\u51fd\u6570": 129, "\u8be5\u51fd\u6570\u5bf9\u5e94\u4e8e": 129, "\u7684\u5b8c\u5168\u8ddf\u8e2a\u5b9e\u73b0": 129, "\u5e76\u5728\u63a8\u7406\u6a21\u5f0f\u4e0b\u4f7f\u7528": 129, "\u6267\u884c\u5b83": 129, "\u76f8\u540c\u7684\u6b65\u9aa4\u9012\u5f52\u5e94\u7528\u4e8e\u7f16\u8bd1\u7684": 129, "\u4f46\u8fd9\u6b21": 129, "\u4e0d\u9700\u8981\u5bf9\u56fe\u8fdb\u884c\u5206\u533a": 129, "\u73af\u5883\u53d8\u91cf\u8fd0\u884c\u811a\u672c": 129, "\u4ec5\u6253\u5370\u7f16\u8bd1\u7684": 129, "\u6253\u5370\u5305\u542b\u66f4\u591a\u5f20\u91cf\u5143\u6570\u636e\u548c\u91cd\u65b0\u7f16\u8bd1\u539f\u56e0\u7684\u56fe": 129, "\u4ee5\u6027\u80fd\u4e3a\u4ee3\u4ef7": 129, "compiled_autograd_verbos": 129, "\u91cd\u65b0\u8fd0\u884c\u4e0a\u9762\u7684\u4ee3\u7801\u7247\u6bb5": 129, "\u56fe\u73b0\u5728\u5e94\u8be5\u8bb0\u5f55\u5230": 129, "stderr": 129, "\u67d0\u4e9b\u56fe\u8282\u70b9\u7684\u540d\u79f0\u5c06\u4ee5": 129, "aot0_": 129, "\u4e3a\u524d\u7f00": 129, "\u8fd9\u4e9b\u5bf9\u5e94\u4e8e\u5148\u524d\u5728": 129, "\u53cd\u5411\u56fe": 129, "\u4e2d\u63d0\u524d\u7f16\u8bd1\u7684\u8282\u70b9": 129, "aot0_view_2": 129, "aot": [129, 145, 256], "\u53cd\u5411\u56fe\u4e2d\u7684": 129, "view_2": 129, "\u5728\u4e0b\u56fe\u4e2d": 129, "\u7ea2\u8272\u6846\u5c01\u88c5\u4e86\u7531": 129, "\u800c\u6ca1\u6709\u7f16\u8bd1\u7684": 129, "unoptim": [129, 173], "\u60a8\u53ef\u4ee5\u4e3a\u4e24\u6b21\u7f16\u8bd1\u4f7f\u7528\u4e0d\u540c\u7684\u7f16\u8bd1\u5668\u914d\u7f6e": 129, "\u5373\u4f7f\u524d\u5411\u4f20\u9012\u4e2d\u6709\u56fe\u65ad\u88c2": 129, "\u540e\u5411\u4f20\u9012\u4e5f\u53ef\u4ee5\u662f\u5b8c\u6574\u56fe": 129, "\u6216\u8005\u60a8\u53ef\u4ee5\u4f7f\u7528\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668": 129, "\u5b83\u5c06\u5e94\u7528\u4e8e\u5176\u8303\u56f4\u5185\u7684\u6240\u6709\u81ea\u52a8\u68af\u5ea6\u8c03\u7528": 129, "\u524d\u5411\u4f20\u9012\u4e2d\u7684\u56fe\u65ad\u88c2\u4e0d\u518d\u5fc5\u7136\u5bfc\u81f4\u540e\u5411\u4f20\u9012\u4e2d\u7684\u56fe\u65ad\u88c2": 129, "aot_eag": [129, 145], "graph_break": 129, "3rd": [129, 221], "unique_graph": 129, "\u5728\u7b2c\u4e00\u4e2a": [129, 239], "\u60c5\u51b5\u4e0b": 129, "\u7531\u4e8e\u7f16\u8bd1\u51fd\u6570": 129, "\u4e2d\u76842\u6b21\u56fe\u65ad\u88c2": 129, "\u751f\u6210\u4e863\u4e2a\u540e\u5411\u56fe": 129, "\u800c\u5728\u7b2c\u4e8c\u4e2a\u4f7f\u7528\u7f16\u8bd1\u7684\u81ea\u52a8\u68af\u5ea6\u7684": 129, "\u5c3d\u7ba1\u6709\u56fe\u65ad\u88c2": 129, "\u4ecd\u7136\u8ddf\u8e2a\u4e86\u5b8c\u6574\u7684\u540e\u5411\u56fe": 129, "\u5728\u8ddf\u8e2a\u7531\u7f16\u8bd1\u7684\u81ea\u52a8\u68af\u5ea6\u6355\u83b7\u7684\u540e\u5411\u94a9\u5b50\u65f6": 129, "dynamo\u4ecd\u7136\u53ef\u80fd\u4f1a\u56fe\u65ad\u88c2": 129, "\u73b0\u5728\u53ef\u4ee5\u6355\u83b7\u540e\u5411hook": 129, "\u56fe\u4e2d\u5e94\u8be5\u6709\u4e00\u4e2a": 129, "call_hook": 129, "\u8282\u70b9": 129, "\u7a0d\u540e\u4f1a\u5c06\u5176\u5185\u8054\u5230\u4ee5\u4e0b\u5185\u5bb9\u4e2d": 129, "\u7531\u4e8e\u635f\u5931\u503c\u7684\u81ea\u52a8\u68af\u5ea6\u7ed3\u6784\u53d1\u751f\u53d8\u5316": 129, "\u6211\u4eec\u5728\u6bcf\u6b21\u8fed\u4ee3\u4e2d\u8c03\u7528\u4e0d\u540c\u7684\u64cd\u4f5c\u7b26": 129, "\u5bfc\u81f4": 129, "\u6bcf\u6b21\u8ddf\u8e2a\u4e0d\u540c\u7684\u81ea\u52a8\u68af\u5ea6\u5386\u53f2": 129, "\u60a8\u5e94\u8be5\u4f1a\u770b\u5230\u4e00\u4e9b\u91cd\u65b0\u7f16\u8bd1\u6d88\u606f": 129, "\u7531\u4e8e\u65b0\u7684\u81ea\u52a8\u68af\u5ea6\u8282\u70b9\u5bfc\u81f4\u7f13\u5b58\u672a\u547d\u4e2d": 129, "\u7531\u4e8e\u5f20\u91cf\u5f62\u72b6\u53d1\u751f\u53d8\u5316": 129, "\u7684\u5f62\u72b6\u53d1\u751f\u53d8\u5316": 129, "\u7f16\u8bd1\u7684\u81ea\u52a8\u68af\u5ea6\u5c06\u5728\u7b2c\u4e00\u6b21\u53d8\u5316\u540e\u5c06": 129, "\u6807\u8bb0\u4e3a\u52a8\u6001\u5f62\u72b6\u5f20\u91cf": 129, "\u60a8\u5e94\u8be5\u4f1a\u770b\u5230\u91cd\u65b0\u7f16\u8bd1\u6d88\u606f": 129, "\u7531\u4e8e\u5f62\u72b6\u53d8\u5316\u5bfc\u81f4\u7f13\u5b58\u672a\u547d\u4e2d": 129, "\u6211\u4eec\u4ecb\u7ecd\u4e86": [129, 257], "\u4e0e\u7f16\u8bd1\u7684\u81ea\u52a8\u68af\u5ea6\u7684\u9ad8\u7ea7\u751f\u6001\u7cfb\u7edf": 129, "\u7f16\u8bd1\u7684\u81ea\u52a8\u68af\u5ea6\u7684\u57fa\u7840\u77e5\u8bc6\u4ee5\u53ca\u4e00\u4e9b\u5e38\u89c1\u7684\u91cd\u65b0\u7f16\u8bd1\u539f\u56e0": 129, "\u8bf7\u5173\u6ce8": 129, "\u8fdb\u884c\u6df1\u5165\u8ba8\u8bba": 129, "adjac": [130, 264], "dilat": [130, 135], "track_running_statist": 130, "denomin": 130, "nenadmarku": [130, 143], "once_differenti": 130, "convolution_backward": 130, "grad_out": [130, 131], "grad_x": [130, 131], "conv_transpose2d": [130, 208], "unsqueeze_al": 130, "batch_norm_backward": 130, "sqrt_var": 130, "d_denom": 130, "denom": 130, "unnecessarili": 130, "d_var": 130, "d_mean_dx": 130, "reassign": [130, 157], "unbiased_var": 130, "unbias": 130, "fast_mod": 130, "fusedconvbn2dfunct": 130, "conv_weight": 130, "ndim": [130, 193], "x_conv_out": 130, "fusedconvbn": 130, "in_channel": [130, 147, 154, 179], "out_channel": [130, 147, 154, 179], "exp_avg_factor": 130, "factory_kwarg": 130, "weight_shap": 130, "kaiming_uniform_": [130, 203], "convbn1": 130, "convbn2": 130, "bn1": [130, 143, 150, 158], "track_running_stat": [130, 180, 219], "bn2": 130, "ntest": [130, 167], "geforc": 130, "rtx": 130, "3070": 130, "56gb": 130, "unfus": [130, 143], "68gb": 130, "shallow": [130, 137], "peak_memory_alloc": 130, "123456": 130, "max_memory_alloc": [130, 185, 231, 260], "reset_peak_memory_stat": [130, 185], "gb": [130, 185], "custom_function_conv_bn_tutori": 130, "finit": [131, 151], "differenc": 131, "magnifi": 131, "gradgradcheck": [131, 248], "make_dot": 131, "dout": [131, 146], "ouptut": 131, "sinh": 131, "cosh": 131, "expx": 131, "expnegx": 131, "_grad_out_exp": 131, "_grad_out_negexp": 131, "sinhbad": 131, "cube_backward": 131, "cubebackward": 131, "cube_forward": 131, "cube_backward_backward": 131, "sav_grad_out": 131, "cube_backward_backward_grad_out": 131, "cube": 131, "dgrad_out": 131, "artifact": [132, 175], "reachabl": [132, 133, 136], "2xlarg": [132, 133], "hydra": 132, "slurm": [132, 133, 134], "char_dataset": 132, "gpt2_train_cfg": 132, "bucket": [132, 259], "aggress": 132, "rendezv": [133, 156], "nccl_debug": 133, "nccl_socket_ifnam": 133, "eth0": 133, "zhu": [134, 145], "trigger": [134, 145, 162, 164], "clarifi": 134, "filestor": 134, "tcpstore": 134, "libtmp": 134, "toymodel": [134, 150, 215, 216], "net1": [134, 150, 215, 216], "net2": [134, 150, 215, 216], "demo_bas": 134, "ddp_model": [134, 260], "run_demo": 134, "demo_fn": 134, "caution": 134, "timeout": [134, 156], "straggler": [134, 169], "unpredict": 134, "spike": [134, 159], "AND": [134, 254], "torchelast": 134, "demo_checkpoint": 134, "checkpoint_path": [134, 185, 199], "gettempdir": 134, "toympmodel": 134, "dev0": 134, "dev1": 134, "demo_model_parallel": 134, "mp_model": 134, "ddp_mp_model": 134, "n_gpu": [134, 138, 186], "elastic_ddp": 134, "rdzv_id": [134, 216], "rdzv_backend": 134, "rdzv_endpoint": [134, 216], "29400": [134, 216], "aka": [134, 146, 148, 158, 174, 175, 221, 224], "scontrol": 134, "hostnam": 134, "slurm_nodelist": 134, "srun": 134, "torchrun_script": 134, "rpc_sync": [135, 162, 163, 164, 213], "embeddingt": [135, 164, 176], "amort": [135, 160, 162], "resnetbas": 135, "conv1x1": 135, "inplan": 135, "width_per_group": 135, "_lock": 135, "_block": 135, "_norm_lay": 135, "base_width": 135, "_make_lay": 135, "previous_dil": 135, "parameter_rref": [135, 164, 213], "calle": [135, 162, 163], "resnetshard1": 135, "nonlinear": 135, "x_rref": 135, "to_her": 135, "resnetshard2": 135, "distresnet50": 135, "micro": [135, 177, 178], "y_rref": 135, "num_split": 135, "p1_rref": 135, "p2_rref": 135, "out_futur": 135, "z_fut": 135, "wait_al": [135, 162], "remote_param": [135, 163, 164], "worker1": [135, 213], "worker2": 135, "image_w": [135, 150, 162], "image_h": [135, 150, 162], "run_mast": 135, "one_hot_indic": [135, 150, 162], "passiv": [135, 162, 164], "num_worker_thread": [135, 213], "tik": [135, 162, 213], "tok": [135, 162, 213], "s\u00e9b": 136, "arnold": 136, "practition": [136, 193], "sysadmin": 136, "coordin": [136, 167, 179, 185, 193], "pdsh": 136, "clustershel": 136, "init_process": 136, "127": [136, 180, 201], "set_start_method": 136, "ip": 136, "recv": [136, 164], "irecv": 136, "dst": 136, "req": 136, "nor": [136, 143, 180, 190], "undefin": [136, 150, 190, 191, 192], "behaviour": 136, "fanci": 136, "baidu": 136, "deepspeech": 136, "communc": 136, "new_group": [136, 216], "commut": 136, "scatter_list": 136, "gather_list": 136, "tnt": 136, "splitdataset": 136, "data_idx": 136, "datapartition": 136, "1234": 136, "data_len": 136, "part_len": 136, "partition_dataset": 136, "get_world_s": 136, "partition_s": 136, "train_set": [136, 169], "average_gradi": 136, "voil\u00e0": 136, "send_buff": 136, "recv_buff": 136, "accum": 136, "send_req": 136, "bandwidth": [136, 169, 197], "subsect": [136, 264], "eleg": 136, "handi": [136, 147, 170], "smi": [136, 231], "mvapich2": 136, "ipc": [136, 169], "recompil": [136, 143, 173, 199, 212], "requisit": 136, "forg": [136, 222], "openmpi": 136, "mpirun": 136, "myscript": 136, "handshak": 136, "superflu": 136, "readili": 136, "fcntl": 136, "nf": 136, "sharedfil": 136, "23456": 136, "socket": [136, 145, 177, 178], "everyon": 136, "unclear": [136, 150, 174, 175], "natalia": 136, "gimelshein": 136, "carrier": [137, 160], "brought": [137, 160], "mod": [137, 143, 144, 173, 174, 175, 195, 204, 233, 245], "set_exploration_typ": [137, 160], "totensorimag": 137, "egreedymodul": 137, "lstmmodul": 137, "qvaluemodul": 137, "dqnloss": 137, "84x84": 137, "accessori": [137, 159], "stamp": 137, "is_init": 137, "tensordictprim": 137, "primer": [137, 193], "disappear": 137, "keep_dim": 137, "backbon": [137, 172], "flank": 137, "assist": 137, "num_cel": [137, 160], "squeeze_output": 137, "aggregator_class": 137, "aggregator_kwarg": 137, "n_cell": 137, "tensordictmodulebas": 137, "batch_first": [137, 166], "make_tensordict_prim": 137, "action_valu": [137, 147], "qval": 137, "action_spac": [137, 147, 161], "qvalueactor": 137, "stoch_polici": 137, "exploration_modul": 137, "eps_init": 137, "set_recurrent_mod": 137, "redund": 137, "delay_valu": 137, "3e": [137, 155, 160], "longest": [137, 144], "npai": 137, "chosen_action_valu": 137, "recurrent_st": 137, "to_tensordict": 137, "non_block": 137, "step_count": [137, 160], "action_spread": 137, "dqn_with_rnn_tutori": 137, "jianyu": 138, "huang": [138, 156, 215], "jessica": [138, 158], "paraphras": 138, "mrpc": [138, 186], "dolan": 138, "brockett": 138, "2005": 138, "imbalanc": 138, "sklearn": [138, 172], "tochvis": 138, "cu101": [138, 158], "bertconfig": [138, 186], "bertforsequenceclassif": [138, 186], "glue_compute_metr": [138, 186], "glue_output_mod": [138, 186], "output_mod": [138, 186], "glue_processor": [138, 186], "processor": [138, 177, 186, 200, 221], "glue_convert_examples_to_featur": [138, 186], "convert_examples_to_featur": [138, 186], "getlogg": [138, 149, 172, 186], "basicconfig": [138, 186], "asctim": [138, 186], "levelnam": [138, 186], "datefmt": [138, 186], "modeling_util": [138, 186], "setlevel": [138, 149, 186], "__config__": [138, 186], "parallel_info": [138, 186], "sep": [138, 194], "glue_data": [138, 186], "download_glue_data": [138, 186], "glue_dir": [138, 186], "task_nam": [138, 186], "out_dir": [138, 186], "run_glu": 138, "model_typ": [138, 185, 186], "model_name_or_path": [138, 186], "do_train": 138, "do_ev": 138, "do_lower_cas": [138, 186], "max_seq_length": [138, 186], "per_gpu_eval_batch_s": [138, 186], "per_gpu_train_batch_s": 138, "save_step": 138, "output_dir": [138, 186], "get_label": [138, 186], "overwrite_cach": [138, 186], "copyright": [138, 265], "inc": 138, "apach": [138, 177, 178], "complianc": 138, "law": [138, 194], "AS": 138, "IS": 138, "warranti": 138, "OR": 138, "OF": 138, "govern": [138, 162], "permiss": 138, "mnli": [138, 186], "mi": [138, 186, 267], "eval_task_nam": [138, 186], "eval_outputs_dir": [138, 186], "eval_task": [138, 186], "eval_output_dir": [138, 186], "load_and_cache_exampl": [138, 186], "eval_sampl": [138, 186], "eval_dataload": [138, 186, 222], "eval_loss": 138, "nb_eval_step": [138, 186], "out_label_id": [138, 186], "distilbert": [138, 186], "token_type_id": [138, 186], "xlnet": [138, 186], "roberta": [138, 186], "segment_id": [138, 186], "tmp_eval_loss": 138, "regress": [138, 167, 186], "output_eval_fil": [138, 186], "eval_result": [138, 186], "cached_features_fil": [138, 186], "cached_": [138, 186], "get_dev_exampl": [138, 186], "get_train_exampl": [138, 186], "pad_on_left": 138, "convert_tokens_to_id": 138, "pad_token_segment_id": 138, "all_input_id": [138, 186], "all_attention_mask": [138, 186], "all_token_type_id": [138, 186], "all_label": [138, 186], "438": [138, 186], "181": [138, 232], "30522": 138, "eval_start_tim": [138, 186], "eval_end_tim": [138, 186], "eval_duration_tim": [138, 186], "408": [138, 178], "prec": [138, 148], "9019": 138, "902": [138, 186], "8788": 138, "8956": 138, "asymmetr": [138, 201], "openmp": [138, 177, 208, 227, 248], "tbb": 138, "ids_tensor": [138, 186], "dummy_input": [138, 186, 225, 226, 254, 258], "traced_model": [138, 143, 186, 248], "bert_traced_eager_qu": 138, "loaded_quantized_model": [138, 183, 198], "implic": [138, 186], "devlin": 138, "lee": 138, "toutanova": 138, "zafrir": 138, "boudoukh": 138, "izsak": 138, "wasserblat": 138, "2019": 138, "q8bert": 138, "8bit": 138, "tradition": [139, 203], "simplemlp": 139, "pretend": [139, 155], "minibatch": [139, 155], "num_model": [139, 155], "6400": 139, "predictions_diff_minibatch_loop": 139, "predictions2": 139, "stack_module_st": 139, "functional_cal": [139, 142, 151, 155], "base_model": 139, "fmodel": 139, "predictions1_vmap": 139, "in_dim": [139, 146, 155, 206, 235], "predictions2_vmap": 139, "without_vmap": [139, 146, 155], "with_vmap": [139, 146, 155], "avinash": 140, "sajjanshetti": 140, "refresh": [140, 170], "endpoint": [140, 214, 259], "class_id": [140, 214], "n02124075": 140, "egyptian_cat": [140, 214], "jsonifi": [140, 214], "image_net_xxx": 140, "transform_imag": [140, 214], "image_byt": 140, "my_transform": [140, 214], "bytesio": [140, 230], "densenet121": [140, 148, 173, 214], "get_predict": [140, 214], "y_hat": [140, 214], "predicted_idx": 140, "img_byt": 140, "TO": [140, 254], "flask_env": 140, "flask_app": [140, 214], "resp": 140, "recogn": [140, 156, 201], "ui": [140, 159, 252, 263], "streamer": 140, "queue": 140, "flask_rest_api_tutori": 140, "forced_alignment_tutori": 141, "incomplet": 142, "eagerli": [142, 153, 175], "primal": [142, 146, 264], "dual": [142, 264], "forward_ad": 142, "fwad": 142, "dual_level": 142, "make_du": 142, "dual_input": 142, "unpack_du": 142, "dual_input_alt": 142, "plain_tensor": 142, "dual_output": 142, "namedtupl": [142, 161], "delattr": 142, "setattr": [142, 143, 148], "fresh": 142, "dual_param": 142, "jvp2": 142, "gi": 142, "check_forward_ad": 142, "check_backward_ad": 142, "check_undefined_grad": 142, "check_batched_grad": 142, "functorch": [142, 174, 175], "downsid": 142, "ft": 142, "primal0": 142, "tangent0": 142, "primal1": 142, "tangent1": 142, "primal_out": 142, "tangent_out": 142, "new_fn": 142, "reformul": [142, 151], "make_functional_with_buff": 142, "analog": [142, 192, 193], "consolid": [142, 162, 199], "func_params_onli": 142, "jvp_out": 142, "dual_numb": 142, "forward_ad_usag": 142, "horac": 143, "wrappedbatchnorm": 143, "symbolic_trac": [143, 144, 173], "bake": 143, "fuse_conv_bn_ev": 143, "batch_norm": [143, 239], "fused_conv": 143, "fuse_conv_bn_weight": 143, "running_var": [143, 199], "conv_w": 143, "conv_b": 143, "bn_rm": 143, "bn_rv": 143, "bn_ep": 143, "bn_w": 143, "bn_b": 143, "bn_var_rsqrt": 143, "rsqrt": 143, "_parent_nam": 143, "qualnam": 143, "atom": 143, "baz": 143, "rsplit": 143, "replace_node_modul": 143, "new_modul": 143, "parent_nam": 143, "graphmodul": [143, 144, 173, 174, 175, 180], "fx_model": 143, "call_modul": 143, "replace_all_uses_with": 143, "erase_nod": 143, "lint": 143, "simplif": 143, "fused_model": 143, "rn18": [143, 144], "fused_rn18": 143, "jit_rn18": 143, "conclus": 143, "tracker": [143, 144], "fx_conv_bn_fus": 143, "nicer": 144, "instrument": [144, 252], "tabul": [144, 173], "traced_rn18": 144, "ca": 144, "profilinginterpret": 144, "gm": [144, 173, 201], "total_runtime_sec": 144, "runtimes_sec": 144, "intercept": [144, 178], "t_start": 144, "return_v": 144, "t_end": 144, "run_nod": 144, "setdefault": 144, "should_sort": 144, "node_summari": 144, "mean_total_runtim": 144, "mean_runtim": 144, "pct_total": 144, "pct": 144, "clock": 144, "interp": 144, "51393": 144, "fx_profiling_tutori": 144, "xuan": 145, "liao": 145, "haozh": 145, "jiong": [145, 177, 178, 187, 200, 201], "gong": [145, 177, 178, 187, 200, 201], "weihan": 145, "intricaci": 145, "troubleshoot": 145, "pinpoint": [145, 178], "foo1": 145, "x1": [145, 151, 179], "x2": [145, 151], "8390": 145, "compiled_foo1": 145, "neg1": 145, "torch_compile_debug": 145, "_inductor": [145, 175, 185, 187, 200, 253], "model___20": 145, "torchinductor_root": 145, "rx": 145, "crxfi2ybd7yp5sbj2pnhw33wfhtdw7wumvrobyp5sjvdui5ktjc2": 145, "fx_graph_runn": 145, "fx_graph_transform": 145, "ir_post_fus": 145, "ir_pre_fus": 145, "output_cod": [145, 257], "forward1": 145, "arg0_1": [145, 174, 187], "arg1_1": [145, 174], "codecach": 145, "asynccompil": 145, "async_compil": 145, "cpp_fused_cat_maximum_neg_0": 145, "gv": 145, "cgv6n5aotqjo5w4vknjibhengeycuattfto532hkxpozszcgxr3x": 145, "in_ptr0": [145, 256], "in_ptr1": [145, 256], "out_ptr0": 145, "pragma": 145, "ivdep": 145, "i0": 145, "static_cast": 145, "0l": 145, "8390l": 145, "1l": [145, 187], "i1": 145, "8l": 145, "tmp0": 145, "tmp1": 145, "tmp2": 145, "tmp3": 145, "max_propagate_nan": 145, "neg2": 145, "exc": [145, 174], "backendcompilerfail": 145, "cppcompileerror": 145, "xg": 145, "cxga5tk3b4lkwoxyigrtocjp5s7vc5cg2ikuscf6bk6pjqip2bhx": 145, "deduct": 145, "substitut": [145, 146, 153, 201, 264], "deduc": 145, "buf0": [145, 187], "schedulernod": 145, "computedbuff": 145, "memorydep": 145, "c0": 145, "67120": 145, "unmet_depend": 145, "met_depend": 145, "nodeus": 145, "can_inplac": 145, "buf0_loop_bodi": 145, "var_rang": 145, "z0": 145, "index0": 145, "index1": 145, "get_index": 145, "get_index_1": 145, "load_1": 145, "get_index_2": 145, "silent": [145, 173, 200], "minifi": 145, "dead": 145, "unus": [145, 156], "minif": 145, "foo2": 145, "expected_result": 145, "compiled_foo2": 145, "actual_result": 145, "neg3": 145, "tol": 145, "test_script": 145, "assertionerror": 145, "torchdynamo_repro_aft": 145, "torchdynamo_repro_level": 145, "forward2": 145, "conduct": [145, 156, 185], "mobilebertforquestionansw": 145, "xeon": [145, 148, 177, 200, 221], "platinum": [145, 177], "8358": 145, "60ghz": 145, "kmp_blocktim": [145, 248], "kmp_set": 145, "kmp_affin": [145, 248], "compact": [145, 210, 248], "ld_preload": [145, 248], "conda_prefix": [145, 232], "dirnam": [145, 156, 227], "libiomp5": [145, 248], "libjemalloc": 145, "malloc_conf": 145, "oversize_threshold": 145, "background_thread": 145, "metadata_thp": 145, "dirty_decay_m": 145, "muzzy_decay_m": 145, "numactl": [145, 248], "bench": [145, 177, 178], "csarron": 145, "mobilebert": 145, "seq_length": [145, 221], "input_dict": 145, "compiled_model": [145, 165], "num_it": [145, 160], "warmup": [145, 169, 195, 204, 212, 220, 224, 239], "eager_t": 145, "inductor_t": 145, "1023553796113": 145, "339": 145, "95180135127157": 145, "359459053287382": 145, "355x": 145, "enable_kernel_profil": 145, "profileract": [145, 165, 220, 239], "result_dir": 145, "prof_trac": 145, "my_schedul": [145, 239], "skip_first": [145, 239], "trace_handl": [145, 239], "step_num": [145, 239], "on_trace_readi": [145, 169, 239], "370": 145, "814m": 145, "362": 145, "161": [145, 219], "276m": 145, "363": 145, "416m": 145, "488": [145, 232], "154m": 145, "194": 145, "clamp_min": [145, 220], "444m": 145, "258m": 145, "810": 145, "920m": 145, "447m": 145, "_softmax": 145, "087m": 145, "376": [145, 174, 188], "888m": 145, "77": 145, "430m": 145, "502m": 145, "161m": 145, "850": 145, "377m": 145, "386": [145, 164, 194], "index_select": 145, "000u": [145, 239], "986": 145, "420m": 145, "703": 145, "656": [145, 260], "963": 145, "864m": 145, "_mkl_linear": 145, "231": [145, 232, 239], "573m": [145, 239], "992m": 145, "336": [145, 239], "642m": 145, "graph_0_cpp_fused_constant_pad_nd_embedding_0": 145, "915": 145, "911": 145, "graph_0_cpp_fused__mkl_linear_add_mul_relu_151": 145, "901": [145, 186], "graph_0_cpp_fused__mkl_linear_add_mul_relu_226": 145, "899": [145, 258], "graph_0_cpp_fused__mkl_linear_add_mul_relu_361": 145, "898": [145, 258], "graph_0_cpp_fused__mkl_linear_add_mul_relu_121": 145, "895": 145, "graph_0_cpp_fused__mkl_linear_add_mul_relu_31": 145, "893": 145, "graph_0_cpp_fused__mkl_linear_add_mul_relu_76": 145, "892": [145, 159, 232, 258], "graph_0_cpp_fused__mkl_linear_add_mul_relu_256": 145, "graph_0_cpp_fused__mkl_linear_add_mul_relu_346": 145, "graph_0_cpp_fused__mkl_linear_add_mul_relu_241": 145, "891": 145, "graph_0_cpp_fused__mkl_linear_add_mul_relu_316": 145, "graph_0_cpp_fused__mkl_linear_add_mul_relu_91": 145, "890": 145, "graph_0_cpp_fused__mkl_linear_add_mul_relu_106": 145, "graph_0_cpp_fused__mkl_linear_add_mul_relu_211": 145, "graph_0_cpp_fused__mkl_linear_add_mul_relu_61": 145, "889": 145, "graph_0_cpp_fused__mkl_linear_add_mul_relu_286": 145, "graph_0_cpp_fused_": 145, "63x": 145, "cblas_sgemm_comput": 145, "339m": 145, "94x": 145, "cpp_fused__mkl_linear_add_mul_relu_151": 145, "clrlgu27q4ggd472umdzwsu6qcpqxcuusjxqvx2hwitjbujiiz7z": 145, "in_out_ptr0": 145, "in_ptr2": 145, "in_ptr3": 145, "arrayref": 145, "omp": [145, 177], "num_thread": [145, 232, 247], "16384l": 145, "512l": 145, "loadu": 145, "tmp5": 145, "tmp7": 145, "tmp4": 145, "tmp6": 145, "tmp8": 145, "neck": 145, "arg_0": 145, "arg_1": 145, "arg_2": 145, "arg_3": 145, "arg_4": 145, "add_0": 145, "add_1": 145, "mul_1": 145, "add_2": 145, "16384": [145, 232], "inductor_func": 145, "780875144992024": 145, "9588955780491233": 145, "0286805751604735": 145, "smallest": [145, 157], "solid": 145, "analyt": [145, 262], "hotspot": [145, 177, 178], "phenomenon": 145, "inductor_debug_cpu": 145, "jax": [146, 151, 206], "compute_jac": 146, "xp": 146, "jacobian_row": [146, 206], "unit_vector": 146, "rid": 146, "vjp_fn": [146, 151], "ft_jacobian": 146, "argnum": 146, "millisecond": [146, 156, 188, 224], "get_perf": [146, 155], "first_descriptor": [146, 155], "second_descriptor": [146, 155], "final_gain": [146, 155], "no_vmap_tim": [146, 155], "with_vmap_tim": [146, 155], "ft_jac_weight": 146, "ft_jac_bia": 146, "rigor": 146, "taller": 146, "din": 146, "using_fwd": 146, "using_bwd": 146, "jacfwd_tim": 146, "jacrev_tim": 146, "hessiani": 146, "overwhelm": 146, "hess_api": 146, "hess_fwdfwd": 146, "hess_revrev": 146, "compute_batch_jacobian": 146, "batch_jacobian0": 146, "predict_with_output_sum": 146, "batch_jacobian1": 146, "movedim": 146, "compute_batch_hessian": 146, "batch_hess": 146, "hvp_revrev": 146, "result_hvp_revrev": 146, "jacobians_hessian": 146, "yuansong": 147, "feng": [147, 156], "steven": 147, "guo": 147, "cheatsheet": 147, "companion": 147, "bro": 147, "dequ": [147, 161], "framestack": 147, "ne": [147, 166, 174, 239], "nes_pi": 147, "joypadspac": 147, "gym_super_mario_bro": 147, "tube": 147, "mushroom": 147, "supermariobro": 147, "new_step_api": 147, "apply_api_compat": 147, "next_stat": [147, 161], "trunc": 147, "240": [147, 164, 239], "pipe": 147, "sky": 147, "grayscaleobserv": 147, "resizeobserv": 147, "skipfram": 147, "movement": 147, "_skip": 147, "total_reward": 147, "trunk": 147, "observationwrapp": 147, "obs_shap": 147, "observation_spac": 147, "permute_orient": 147, "antialia": 147, "num_stack": 147, "exploration_r": 147, "marionet": 147, "state_dim": 147, "dnn": [147, 239], "exploration_rate_decai": 147, "99999975": 147, "exploration_rate_min": 147, "curr_step": 147, "5e5": 147, "lazyfram": 147, "action_idx": 147, "__array__": 147, "first_if_tupl": 147, "ddqn": 147, "output_dim": 147, "__build_cnn": 147, "q_target": 147, "3136": 147, "_e": 147, "argmax_": 147, "td_target": 147, "td_estim": 147, "current_q": 147, "q_onlin": 147, "next_state_q": 147, "best_act": 147, "next_q": 147, "td_t": 147, "td_e": 147, "leftarrow": 147, "nabla": [147, 264], "00025": 147, "update_q_onlin": 147, "sync_q_target": 147, "save_path": 147, "mario_net_": 147, "chkpt": 147, "burnin": 147, "1e4": 147, "learn_everi": 147, "sync_everi": 147, "td_est": 147, "td_tgt": 147, "metriclogg": 147, "save_log": 147, "episod": [147, 161, 162, 164], "meanreward": 147, "meanlength": 147, "meanloss": 147, "meanqvalu": 147, "timedelta": 147, "ep_rewards_plot": 147, "reward_plot": 147, "ep_lengths_plot": 147, "length_plot": 147, "ep_avg_losses_plot": 147, "loss_plot": 147, "ep_avg_qs_plot": 147, "q_plot": 147, "ep_reward": [147, 162, 164], "ep_length": 147, "ep_avg_loss": 147, "ep_avg_q": 147, "moving_avg_ep_reward": 147, "moving_avg_ep_length": 147, "moving_avg_ep_avg_loss": 147, "moving_avg_ep_avg_q": 147, "init_episod": 147, "record_tim": 147, "log_step": 147, "curr_ep_reward": 147, "curr_ep_length": 147, "curr_ep_loss": 147, "curr_ep_q": 147, "curr_ep_loss_length": 147, "log_episod": 147, "mean_ep_reward": 147, "mean_ep_length": 147, "mean_ep_loss": 147, "mean_ep_q": 147, "last_record_tim": 147, "time_since_last_record": 147, "8d": 147, "clf": [147, 161], "moving_avg_": 147, "_plot": 147, "flag_get": 147, "mario_rl_tutori": 147, "vitali": 148, "fedyunin": 148, "densest": 148, "4x4": 148, "10x3x16x16": 148, "memory_format": [148, 195, 200, 207, 208, 217, 219, 221, 224], "channels_last": [148, 178, 195, 200, 208, 219, 221, 224], "contiguous_format": 148, "minor": [148, 158, 164, 170, 221], "ambigu": [148, 191, 192], "n1hw": 148, "contrari": [148, 157], "restrid": 148, "special_x": 148, "unintend": 148, "7603": 148, "apex": 148, "main_amp": 148, "resnet50": [148, 150, 159, 162, 177, 178, 221, 248, 255], "o2": 148, "opt_level": 148, "keep_batchnorm_fp32": 148, "nonetyp": 148, "loss_scal": 148, "cast_model_typ": 148, "patch_torch_funct": 148, "master_weight": 148, "125": [148, 239], "866": 148, "230": [148, 164, 172], "949": 148, "6735125184": 148, "6735": 148, "259": 148, "562": 148, "773": 148, "481": 148, "355": 148, "693": 148, "6968704462": 148, "6852": 148, "55": [148, 177, 198, 205, 232], "58": [148, 202, 222], "258": [148, 264], "461": 148, "775": 148, "089": 148, "433": 148, "965": 148, "7877287269": 148, "7194": 148, "833": 148, "771": 148, "710": 148, "487": 148, "8285319805": 148, "7467": 148, "260": [148, 164], "380": 148, "770": 148, "090": 148, "525": 148, "908": 148, "7370464802": 148, "7447": 148, "360": 148, "623": 148, "555": 148, "728": 148, "7592862844": 148, "7472": 148, "917": 148, "345": [148, 179], "774": 148, "746": [148, 232], "115": [148, 186, 220], "9698858261": 148, "9218": 148, "324": 148, "597": 148, "659": 148, "2505953312": 148, "0879": 148, "767": [148, 224], "785": 148, "7579724789": 148, "7580": 148, "198": 148, "482": 148, "135": [148, 159, 232], "414": 148, "716": [148, 232], "7007197738": 148, "7293": 148, "250": [148, 164, 239], "387": 148, "1010": 148, "516": 148, "7113101482": 148, "7233": 148, "667": 148, "197": 148, "340": 148, "1013": 148, "023": 148, "588": 148, "333": 148, "8943189979": 148, "7661": 148, "541": 148, "7113249302": 148, "9551": 148, "1011": 148, "163": 148, "683": 148, "574": 148, "8537774086": 148, "7716": 148, "279": 148, "453": 148, "7595844269": 148, "3413": 148, "429": 148, "827": 148, "743": [148, 174], "883": 148, "8196096420": 148, "4011": 148, "volta": [148, 231, 248], "mnasnet0_5": 148, "mnasnet0_75": 148, "mnasnet1_0": 148, "mnasnet1_3": 148, "mobilenet_v2": [148, 159, 179, 188, 189, 195, 207, 224, 225, 226, 229], "resnet152": 148, "resnet34": 148, "resnext50_32x4d": 148, "shufflenet_v2_x0_5": [148, 159], "shufflenet_v2_x1_0": [148, 159], "shufflenet_v2_x1_5": [148, 159], "shufflenet_v2_x2_0": [148, 159], "squeezenet1_0": 148, "squeezenet1_1": 148, "vgg11": 148, "vgg11_bn": 148, "vgg13": 148, "vgg13_bn": 148, "vgg16_bn": 148, "vgg19_bn": 148, "wide_resnet101_2": 148, "wide_resnet50_2": 148, "ic": 148, "lake": [148, 221], "densenet161": 148, "densenet169": 148, "googlenet": [148, 159, 229], "inception_v3": [148, 159], "resnext101_32x8d": [148, 159], "spite": 148, "contains_cl": 148, "print_input": 148, "check_wrapp": 148, "check_cl": 148, "was_cl": 148, "old_attr": 148, "exclude_funct": 148, "has_nam": 148, "nc11": 148, "memory_format_tutori": 148, "pytorch_lightn": 149, "lightningmodul": 149, "pl_logger": 149, "torchmetr": 149, "multiclass_accuraci": 149, "path_dataset": 149, "mnistmodel": 149, "tunabl": 149, "hidden_lay": [149, 179], "validation_step": 149, "prog_bar": 149, "configure_optim": 149, "prepare_data": 149, "mnist_train": 149, "mnist_val": 149, "run_training_job": 149, "mnist_model": 149, "enable_progress_bar": 149, "default_root_dir": 149, "tensorboardlogg": 149, "train_tim": 149, "log_metr": 149, "capture_output": 149, "val_accuraci": 149, "stitch": [150, 162, 163], "modelparallelresnet50": 150, "seq1": 150, "maxpool": [150, 158, 201], "seq2": 150, "layer4": [150, 158], "avgpool": [150, 158], "deterior": 150, "quantit": 150, "switch_backend": [150, 166], "num_repeat": 150, "mp_run_tim": 150, "mp_mean": 150, "mp_std": 150, "rn_run_tim": 150, "rn_mean": 150, "rn_std": 150, "fig_nam": 150, "yerr": 150, "center": [150, 161, 169], "ecolor": 150, "capsiz": 150, "set_ylabel": 150, "set_xtick": [150, 158], "mp_vs_rn": 150, "idl": [150, 162, 169], "pipelineparallelresnet50": 150, "split_siz": 150, "s_next": 150, "s_prev": 150, "pp_run_tim": 150, "pp_mean": 150, "pp_std": 150, "mp_vs_rn_vs_pp": 150, "destin": [150, 164], "errorbar": 150, "ro": 150, "set_xlabel": 150, "split_size_tradeoff": 150, "prev": 150, "model_parallel_tutori": 150, "jacrev": 151, "21632": 151, "x_test": 151, "fnet_singl": 151, "j_": 151, "empirical_ntk_jacobian_contract": 151, "jac1": 151, "jac2": 151, "einsum": 151, "naf": 151, "mbf": 151, "nmab": 151, "j1": 151, "j2": 151, "diagon": 151, "einsum_expr": 151, "maf": 151, "nma": 151, "asymptot": 151, "i_o": 151, "i_": 151, "e_o": 151, "textrm": 151, "_o": 151, "empirical_ntk_ntk_vp": 151, "get_ntk": 151, "func_x1": 151, "func_x2": 151, "get_ntk_slic": 151, "nmkk": 151, "nmk": 151, "tensorfloat": 151, "sacrific": [151, 195], "allow_tf32": 151, "result_from_jacobian_contract": 151, "result_from_ntk_vp": 151, "luck": [151, 153], "neural_tangent_kernel": 151, "deprec": [152, 169, 181, 218], "homepag": [152, 181], "ooz": 153, "_might_": 153, "vit_l_16": 153, "2p": 153, "_record_memory_histori": 153, "_snapshot": 153, "memory_viz": 153, "devot": 153, "bat": 153, "2gb": [153, 159], "6gb": 153, "foreach": 153, "reveal": [153, 165, 173, 174], "silver": 153, "bullet": 153, "sizabl": 153, "tantamount": 153, "lora": 153, "unlock": [153, 183, 186], "optimizer_dict": 153, "optimizer_hook": 153, "neat": 153, "lrschedul": [153, 252], "convinc": 153, "slate": 153, "bwd": 153, "likewis": 153, "woohoo": 153, "apart": 153, "shrunk": 153, "0gb": 153, "optimizer_step_in_backward_tutori": 153, "lezcano": 154, "surprisingli": 154, "ill": 154, "singular": [154, 165], "frobeniu": 154, "spectral": 154, "lipschitz": 154, "x\u1d40": 154, "triangular": 154, "linearsymmetr": 154, "n_featur": 154, "reimplement": [154, 157], "register_parametr": 154, "skew": [154, 169], "unparametr": 154, "nparametr": 154, "moduledict": [154, 202], "parametrizationlist": [154, 202], "weight_orig": [154, 157], "noisyparametr": 154, "caylei": 154, "cayleymap": 154, "linalg": 154, "spd": 154, "matrixexponenti": 154, "matrix_exp": 154, "layer_orthogon": 154, "layer_spd": 154, "eigvalsh": 154, "right_invers": 154, "cayley_transform": 154, "matrix_map": 154, "neg_": 154, "pruningparametr": 154, "p_drop": 154, "full_lik": [154, 190], "bernoulli": 154, "niniti": 154, "remove_parametr": 154, "unconstrain": [154, 174, 175], "parametri": 154, "leave_parametr": 154, "privaci": [155, 157], "simplecnn": 155, "compute_grad": 155, "compute_sample_grad": 155, "sample_grad": 155, "per_sample_grad": 155, "named_buff": [155, 157], "compute_loss": 155, "ft_compute_grad": 155, "ft_compute_sample_grad": 155, "ft_per_sample_grad": 155, "25x": [155, 172, 202], "second_r": 155, "first_r": 155, "opacu": 155, "tian": 156, "processgroupnccl": 156, "processgroupgloo": 156, "processgroupmpi": 156, "ucc": 156, "oneccl": [156, 248], "trainum": 156, "emerg": 156, "backenddummi": 156, "chrono": 156, "allgatheropt": 156, "allreduceopt": 156, "workdummi": 156, "optyp": 156, "recvanysourc": 156, "future_": 156, "iscomplet": 156, "issuccess": 156, "kunsettimeout": 156, "virtual": 156, "getfutur": 156, "outputtensorvec": 156, "listtyp": 156, "tensortyp": 156, "markcomplet": 156, "createbackenddummi": 156, "backenddummyconstructor": 156, "__attribute__": 156, "register_backend": 156, "cpp_function": [156, 232], "libraries_dir": 156, "dummy_collect": 156, "michela": 157, "paganini": 157, "biolog": 157, "batteri": 157, "lucki": 157, "subnetwork": 157, "lotteri": 157, "ticket": 157, "destruct": [157, 178], "0a0": [157, 189, 207], "8e8a5e0": 157, "lecun": 157, "1998": 157, "nelement": 157, "unprun": 157, "basepruningmethod": 157, "adequ": [157, 160], "random_unstructur": 157, "_orig": 157, "intact": [157, 162], "weight_mask": 157, "_mask": 157, "forward_pre_hook": 157, "_forward_pre_hook": 157, "l1_unstructur": 157, "bias_orig": 157, "bias_mask": 157, "pruningcontain": 157, "compute_mask": 157, "ln_structur": 157, "_tensor_nam": 157, "perman": 157, "undo": 157, "new_model": [157, 158], "global_unstructur": 157, "parameters_to_prun": 157, "pruning_method": 157, "l1unstructur": 157, "induc": 157, "apply_mask": 157, "shouldn": 157, "unstructur": 157, "preprun": 157, "pruning_typ": 157, "foobarpruningmethod": 157, "default_mask": 157, "foobar_unstructur": 157, "pruning_tutori": 157, "zafar": 158, "takhirov": 158, "initializaion": 158, "unfreez": 158, "set_ytick": 158, "nrow": 158, "best_model_wt": 158, "current_row": 158, "current_col": 158, "lbl": 158, "jdx": 158, "model_f": 158, "isol": 158, "create_combined_model": 158, "model_fe_featur": 158, "new_head": 158, "default_qat_qconfig": 158, "model_ft_tun": 158, "model_quantized_and_train": 158, "heat": 159, "sink": [159, 264], "5v": 159, "sd": 159, "card": [159, 165], "8gb": 159, "arm": [159, 220, 229], "64bit": 159, "aarch64": 159, "arm64": [159, 189, 205, 207, 219, 224], "raspberrypi": 159, "raspios_arm64": 159, "rpi": 159, "internet": 159, "sdcard": 159, "start_x": 159, "128m": 159, "gpu_mem": 159, "commment": 159, "camera_auto_detect": 159, "v4l2": 159, "reboot": 159, "video4linux2": 159, "video0": 159, "picamera": 159, "36fp": 159, "30fp": 159, "framer": 159, "cv2": 159, "cap": [159, 160, 169], "videocaptur": 159, "cap_prop_frame_width": 159, "cap_prop_frame_height": 159, "cap_prop_fp": 159, "bgr": 159, "chose": 159, "mobilenet_v3_larg": 159, "109": 159, "233": [159, 164], "885": [159, 220], "204": [159, 220, 232], "195": [159, 164], "132": 159, "82": [159, 198, 220], "prequant": 159, "20fp": 159, "cap_v4l2": 159, "last_log": 159, "frame_count": 159, "htop": [159, 177], "mug": 159, "allevi": 159, "repetit": [160, 232], "maximis": 160, "clipppoloss": 160, "theta_k": 160, "pi_": 160, "shift": [160, 264], "lingua": 160, "franca": 160, "normalparamextractor": 160, "replaybuff": 160, "samplerwithoutreplac": 160, "lazytensorstorag": 160, "tanhnorm": 160, "max_grad_norm": 160, "sub_batch_s": 160, "inner": [160, 178, 265], "cardin": 160, "clip_epsilon": 160, "entropy_ep": 160, "deepmind": [160, 167], "interchang": 160, "panel": [160, 169], "inverteddoublependulum": 160, "transmit": [160, 264], "gymwrapp": 160, "loos": 160, "supplementari": 160, "told": 160, "stringent": 160, "mu_": 160, "d_ob": 160, "d_action": 160, "mu": [160, 172, 264], "policy_modul": 160, "distribution_kwarg": 160, "return_log_prob": 160, "discount": [160, 161, 162], "value_net": 160, "value_modul": 160, "datacollector": 160, "multisyncdatacollector": 160, "refil": [160, 224], "max_siz": 160, "value_target": 160, "advantage_modul": 160, "average_ga": 160, "critic_network": 160, "entropy_bonu": 160, "entropy_coef": 160, "critic_coef": 160, "loss_critic_typ": 160, "smooth_l1": 160, "eval_str": 160, "tensordict_data": 160, "data_view": 160, "subdata": 160, "loss_object": 160, "loss_crit": 160, "loss_entropi": 160, "cum_reward_str": 160, "stepcount_str": 160, "lr_str": 160, "horizon": 160, "eval_rollout": 160, "videorecord": 160, "reinforcement_ppo": 160, "tower": 161, "cart": 161, "pole": 161, "attach": [161, 196, 201, 210, 214], "upright": 161, "classic_control": 161, "decorrel": 161, "replaymemori": 161, "cyclic": 161, "formul": 161, "r_": 161, "t_0": 161, "r_t": 161, "uncertain": 161, "tempor": 161, "max_a": 161, "obei": 161, "bellman": 161, "huber": 161, "noisi": [161, 232, 247], "mathcal": 161, "le": [161, 166], "mathrm": 161, "n_observ": 161, "n_action": 161, "left0exp": 161, "right0exp": 161, "select_act": [161, 162, 164], "eps_start": 161, "eps_end": 161, "eps_decai": 161, "plot_dur": 161, "underneath": 161, "policy_net": 161, "target_net": 161, "amsgrad": 161, "steps_don": 161, "eps_threshold": 161, "episode_dur": 161, "show_result": 161, "durations_t": 161, "unfold": [161, 166], "optimize_model": 161, "s_t": 161, "a_t": 161, "19343": 161, "3343043": 161, "non_final_mask": 161, "non_final_next_st": 161, "state_batch": 161, "action_batch": 161, "reward_batch": 161, "next_state_valu": 161, "expected_state_action_valu": 161, "clip_grad_value_": 161, "num_episod": [161, 162], "i_episod": [161, 162, 164], "\u03b8": 161, "\u03c4": 161, "target_net_state_dict": 161, "policy_net_state_dict": 161, "reinforcement_q_learn": 161, "unblock": 162, "callback": 162, "update_and_fetch_model": 162, "future_model": 162, "notifi": [162, 169], "batch_update_s": 162, "batchupdateparameterserv": 162, "curr_update_s": 162, "ps_rref": 162, "setti": 162, "set_result": 162, "get_worker_info": [162, 164], "543": 162, "affine1": [162, 164], "affine2": [162, 164], "action_scor": [162, 164], "select_action_batch": 162, "run_episod": [162, 164], "agent_rref": [162, 164], "start_step": 162, "curr_reward": 162, "saved_log_prob": [162, 164], "rob": 162, "ob_rref": [162, 164], "running_reward": [162, 164], "ob_rank": [162, 164], "ob_info": [162, 164], "observer_nam": [162, 164], "future_act": 162, "pending_st": 162, "select_acion": 162, "ob_id": [162, 164], "oberv": [162, 164], "policy_loss": [162, 164], "n_episod": 162, "print_log": 162, "rank0": [162, 164], "agent_nam": [162, 164], "tlast": [162, 164], "taverag": [162, 164], "next_devic": 163, "call_method": 163, "remote_method": 163, "foo_inst": 163, "parameterserv": 163, "input_devic": 163, "intention": [163, 164], "miscellan": 163, "get_dist_gradi": 163, "get_gradi": 163, "get_param_rref": 163, "cid": 163, "cpu_grad": 163, "k_cpu": 163, "v_cpu": 163, "paramt": 163, "param_rref": [163, 164], "run_parameter_serv": 163, "param_serv": 163, "global_lock": 163, "get_parameter_serv": 163, "parameter_serv": 163, "offlin": 163, "trainernet": 163, "param_server_rref": 163, "get_global_param_rref": 163, "paramat": 163, "run_training_loop": 163, "nueral": 163, "get_accuraci": 163, "correct_sum": 163, "trainer_": 163, "traffic": [163, 177], "listen": 163, "subprocess": 163, "rpc_parameter_serv": 163, "solver": 164, "formatter_class": 164, "argumentdefaultshelpformatt": 164, "report_reward": 164, "_max_episode_step": 164, "finfo": 164, "reward_threshold": 164, "finish_episod": 164, "min_reward": 164, "distinguish": [164, 170], "surpass": 164, "ctrl": 164, "131": 164, "130": 164, "137": 164, "140": 164, "104": 164, "170": [164, 179], "126": [164, 174], "180": [164, 174, 175, 232], "213": 164, "322": [164, 220], "165": 164, "272": [164, 220], "210": 164, "168": [164, 174], "184": [164, 186], "208": [164, 172, 230], "270": [164, 172], "405": 164, "280": 164, "290": 164, "464": 164, "3163778435275": 164, "vehicl": 164, "rnnmodel": 164, "emb_table_rref": 164, "decoder_rref": 164, "_remote_method": 164, "rremot": 164, "_parameter_rref": 164, "run_train": 164, "nindic": 164, "driss": 165, "guessou": 165, "flashattent": 165, "benchmark_torch_function_in_microsecond": [165, 211], "max_sequence_len": 165, "embed_dimens": 165, "sdpbackend": 165, "sdpa_kernel": 165, "math_tim": 165, "flash_attent": 165, "flash_tim": 165, "flash": [165, 185], "efficient_attent": 165, "efficient_tim": 165, "efficientattent": 165, "andrej": 165, "karpathi": 165, "nanogpt": 165, "causalselfattent": 165, "is_caus": [165, 194], "c_attn": 165, "c_proj": 165, "resid_dropout": 165, "query_project": 165, "head_dim": 165, "attn_mask": 165, "dropout_p": [165, 166, 194], "heads_per_dim": 165, "generate_rand_batch": 165, "pad_percentag": 165, "seq_len_list": 165, "gauss": 165, "nested_tensor": [165, 194], "random_nt": 165, "random_dens": 165, "nt": [165, 194], "166": 165, "616": 165, "726": 165, "amaz": 165, "record_shap": [165, 169, 239], "compili": 165, "cuda_time_tot": [165, 239], "compiled_causal_attention_trac": 165, "concentr": 165, "6090": 165, "49m": 165, "3273": 165, "17m": 165, "commit": [165, 197, 208], "ae3a8d5": 165, "causal_upper_left": 165, "causal_lower_right": 165, "sequence_length_q": 165, "sequence_length_kv": 165, "upper_left_bia": 165, "lower_right_bia": 165, "issubclass": 165, "causalbia": 165, "corner": 165, "attn_scor": 165, "out_upper_left": 165, "out_lower_right": 165, "out_is_caus": 165, "compiled_sdpa": 165, "scaled_dot_product_attention_tutori": 165, "french": 166, "il": 166, "est": [166, 169, 267], "peindr": 166, "tableau": 166, "paint": 166, "pourquoi": 166, "pa": 166, "essay": 166, "vin": 166, "delicieux": 166, "delici": 166, "wine": 166, "poet": 166, "romancier": 166, "novelist": 166, "vou": 166, "trop": 166, "maigr": 166, "skinni": 166, "condens": [166, 210, 247], "phrase": [166, 264], "\u5b57\u7b26\u7ea7": 166, "__future__": [166, 172, 238, 245], "unicode_liter": 166, "print_funct": 166, "manyth": 166, "anki": 166, "fra": 166, "froid": 166, "lang": [166, 209, 263], "n_word": [166, 254], "readlang": 166, "lang1": 166, "lang2": 166, "input_lang": [166, 254], "output_lang": [166, 254], "apostroph": 166, "eng_prefix": 166, "preparedata": 166, "je": 166, "sui": 166, "noir": 166, "decoderrnn": 166, "target_tensor": 166, "forward_step": 166, "burden": 166, "attn_appli": 166, "bahdanauattent": 166, "ua": 166, "va": 166, "attndecoderrnn": [166, 254], "input_gru": 166, "tensorfromsent": 166, "tensorsfrompair": 166, "get_dataload": 166, "inp_id": 166, "tgt_id": 166, "exhibit": 166, "coher": 166, "grammar": 166, "wander": 166, "asminut": 166, "es": 166, "n_epoch": 166, "plot_loss": 166, "print_loss_tot": 166, "plot_loss_tot": 166, "plot_loss_avg": 166, "showplot": 166, "decoder_attn": 166, "decoded_id": 166, "judgement": 166, "evaluaterandomli": 166, "showattent": 166, "bone": 166, "evaluateandshowattent": 166, "aussi": 166, "grand": 166, "son": 166, "pere": 166, "fatigu": 166, "pour": 166, "conduir": 166, "desol": 166, "idiot": 166, "reellement": 166, "fier": 166, "iot": 166, "word2vec": 166, "glove": 166, "autoencod": 166, "seq2seq_translation_tutori": 166, "ghassen": 167, "hamrouni": 167, "geometr": 167, "invari": [167, 191], "urllib": 167, "build_open": 167, "addhead": 167, "mozilla": 167, "install_open": 167, "boil": 167, "affine_grid": 167, "grid_sampl": 167, "conv2_drop": [167, 222], "regressor": 167, "fc_loc": 167, "size_averag": 167, "convert_image_np": 167, "visualize_stn": 167, "transformed_input_tensor": 167, "in_grid": 167, "out_grid": 167, "axarr": 167, "spatial_transformer_tutori": 167, "speech_recognition_pipeline_tutori": 168, "tensorboard_trace_handl": 169, "batch_data": [169, 172], "torch_tb_profil": 169, "safari": 169, "pytorch_profil": 169, "breakdown": 169, "dropdown": 169, "callstack": 169, "multiprocessor": 169, "occup": 169, "tooltip": 169, "toolbar": 169, "keyboard": [169, 264], "mous": [169, 264], "resnet18_4work": 169, "76m": [169, 183], "132m": 169, "torchtbprofil": 169, "memory_demo_1_10": 169, "gpu0": 169, "distributed_bert": 169, "rocm": 169, "docker": [169, 259], "profiler_tutori": 169, "test_cifar10": 169, "vi": [169, 264], "kfd": 169, "sys_ptrac": 169, "seccomp": 169, "unconfin": 169, "shm": [169, 213], "8g": 169, "apt": [169, 172, 209], "libjpeg": 169, "rocm5": 169, "scp": 169, "tensorboard_profiler_tutori": 169, "plot_classes_pr": 170, "four_fashion_mnist_imag": 170, "datapoint": 170, "night": [170, 265], "thoroughli": 170, "clearer": 170, "images_to_prob": 170, "preds_tensor": 170, "el": 170, "add_figur": 170, "global_step": [170, 246], "scroll": [170, 262, 266], "test_siz": 170, "class_prob": 170, "class_probs_batch": 170, "test_prob": 170, "test_label": 170, "add_pr_curve_tensorboard": 170, "class_index": 170, "tensorboard_truth": 170, "tensorboard_prob": 170, "add_pr_curv": 170, "poke": 170, "tacotron2_pipeline_tutori": 171, "wsi": 172, "tissu": 172, "biopsi": 172, "scanner": 172, "pathologist": 172, "cancer": 172, "microscop": 172, "tumor": 172, "000x100": 172, "25x0": 172, "micron": 172, "pyramid": 172, "magnif": 172, "sketch": 172, "histoencod": 172, "jopo666": 172, "openjpeg": 172, "openslid": 172, "pixman": 172, "qq": 172, "libopenjp2": 172, "libpixman": 172, "echo": [172, 209, 264], "brew": 172, "hashandl": 172, "nopython": 172, "shutil": 172, "zipfil": 172, "mpl": 172, "cm": 172, "accuracy_scor": 172, "confusion_matrix": 172, "patch_predictor": 172, "iopatchpredictorconfig": 172, "misc": 172, "download_data": 172, "grab_files_from_dir": 172, "overlay_prediction_mask": 172, "wsicor": 172, "wsiread": 172, "rcparam": 172, "dpi": 172, "facecolor": 172, "dark": 172, "on_gpu": 172, "suppress": 172, "overli": 172, "suppress_console_output": 172, "redirect_stderr": 172, "stringio": 172, "abnorm": 172, "global_save_dir": 172, "mainten": 172, "rmdir": 172, "dir_path": 172, "is_dir": 172, "rmtree": 172, "kather": 172, "100k": 172, "wsi_path": 172, "sample_wsi": 172, "sv": 172, "patches_path": 172, "kather100k": 172, "weights_path": 172, "dc": 172, "warwick": 172, "uk": 172, "tcga": 172, "3l": 172, "aa1b": 172, "01z": 172, "dx1": 172, "8923a151": 172, "a690": 172, "40b7": 172, "9e5a": 172, "fcbedfc2394f": 172, "extractal": 172, "pc": 172, "patch_list": 172, "dataset_path": 172, "image_ext": 172, "tif": 172, "label_dict": 172, "glass": 172, "mucosa": 172, "deb": 172, "debri": 172, "tum": 172, "colorect": 172, "adenocarcinoma": 172, "epithelium": 172, "adi": 172, "adipos": 172, "muc": 172, "mucu": 172, "stroma": 172, "lym": 172, "lymphocyt": 172, "dataset_class_path": 172, "patch_list_single_class": 172, "file_typ": 172, "299": 172, "211": [172, 239], "176": 172, "178": 172, "209": 172, "232": [172, 232], "modelabc": 172, "tia": 172, "toolbox": 172, "readthedoc": 172, "_autosummari": 172, "models_abc": 172, "preproc_func": 172, "predictor": [172, 179], "pretrained_weight": 172, "cnnmodel": 172, "conf": [172, 222, 262, 269], "df_cm": 172, "215": [172, 178], "993000": 172, "000000": 172, "00000": 172, "988636": 172, "011364": 172, "991304": 172, "008696": 172, "996503": 172, "003497": 172, "004808": 172, "990385": 172, "988764": 172, "011236": 172, "996296": 172, "003704": 172, "004785": 172, "985646": 172, "004310": 172, "99569": 172, "input_resolut": 172, "patch_input_shap": 172, "stride_shap": 172, "wsi_ioconfig": 172, "mpp": 172, "return_prob": 172, "ioconfig": 172, "merge_predict": 172, "wsi_output": 172, "wsi_predict": 172, "overlai": 172, "overlay_patch_predict": 172, "overview_resolut": 172, "overview_unit": 172, "wsi_overview": 172, "slide_thumbnail": 172, "label_color_dict": 172, "get_cmap": 172, "set1": 172, "pred_map": 172, "label_info": 172, "return_ax": 172, "histolog": 172, "pohjonen": 172, "joona": 172, "helsinki": 172, "umap": 172, "semantic_segmentor": 172, "deepfeatureextractor": 172, "iosegmentorconfig": 172, "histoencwrapp": 172, "histoenc": 172, "feat_extract": 172, "extract_featur": 172, "num_block": 172, "avg_pool": 172, "infer_batch": 172, "img_patches_devic": 172, "create_encod": 172, "prostate_medium": 172, "662": 172, "446": 172, "605": 172, "169": [172, 220], "155": [172, 174], "output_resolut": 172, "patch_output_shap": 172, "auto_generate_mask": 172, "otsu": 172, "num_loader_work": 172, "num_postproc_work": 172, "wsi_featur": 172, "umap_reduc": 172, "n_neighbor": 172, "n_compon": 172, "manhattan": 172, "random_st": 172, "fit_transform": 172, "npy": 172, "5mpp": 172, "4mpp": 172, "william": [173, 174, 175], "wen": [173, 174, 175], "modern": [173, 188, 195], "h100": 173, "elsewher": 173, "gpu_ok": 173, "device_cap": 173, "get_device_cap": [173, 211, 212, 257], "torchinductor": [173, 187, 200], "torchtriton": 173, "cu117": 173, "opt_foo1": 173, "opt_foo2": 173, "opt_mod": 173, "generate_data": 173, "init_model": 173, "model_opt": 173, "eager_tim": 173, "compile_tim": 173, "eager_m": 173, "compile_m": 173, "train_opt": 173, "dashboard": 173, "struggl": 173, "fn1": 173, "fn2": 173, "test_fn": 173, "out1": [173, 235], "out2": [173, 235], "inp1": [173, 174, 175], "inp2": [173, 174, 175], "traced_f1": 173, "print_exc": [173, 174, 175], "fx_f1": 173, "concrete_arg": 173, "compile_f1": 173, "f2": 173, "script_f2": 173, "compile_f2": 173, "f3": 173, "dct": 173, "traced_f3": 173, "disallow": 173, "compile_f3": 173, "custom_backend": 173, "example_input": [173, 180, 182, 183, 184, 198, 199, 200, 201, 248], "print_tabular": 173, "opt_model": 173, "opt_bar": 173, "resum": [173, 199, 242], "explain_output": 173, "torch_compile_tutori": 173, "zhengxu": [174, 175], "angela": [174, 175], "exportedprogram": [174, 175, 198], "synonym": [174, 175], "dynamic_shap": [174, 175], "exportedgraph": [174, 175], "exported_mod": [174, 175], "exported_program": 174, "2178": 174, "4397": 174, "4774": 174, "0943": [174, 186], "4656": 174, "8333": 174, "5912": 174, "4689": 174, "2122": 174, "1996": 174, "4628": 174, "7495": 174, "3900": 174, "4515": 174, "8187": 174, "8938": 174, "5753": 174, "7709": 174, "8081": 174, "8002": 174, "9441": 174, "5711": 174, "0921": [174, 202], "3438": 174, "3268": 174, "4640": 174, "2434": 174, "7253": 174, "6886": 174, "6982": 174, "5100": [174, 247], "2279": 174, "2951": 174, "1055": 174, "2088": 174, "5022": 174, "1468": [174, 232], "5220": 174, "1592": 174, "9096": 174, "4248": 174, "2142": 174, "relubackward0": 174, "graph_modul": [174, 175], "f32": 174, "arg2_1": 174, "arg3_1": 174, "torch_export_nightly_tutori": 174, "exportgraphsignatur": 174, "inputspec": 174, "inputkind": 174, "tensorargu": 174, "user_input": 174, "outputspec": 174, "outputkind": 174, "user_output": 174, "graph_signatur": [174, 175], "range_constraint": [174, 175], "equality_constraint": 174, "inputs_to_paramet": 174, "inputs_to_buff": 174, "buffers_to_mut": 174, "backward_signatur": 174, "assertion_dep_token": 174, "bad1": [174, 175], "usererror": 174, "control_flow": [174, 175], "cond": [174, 175], "bad2": [174, 175], "ban": 174, "aot_export": 174, "bad3": [174, 175], "call_id": 174, "tensorvari": 174, "bad4": [174, 175], "builtinvari": 174, "constantvari": 174, "bad1_fix": 174, "true_fn": [174, 175], "false_fn": [174, 175], "exported_bad1_fix": [174, 175], "8415": 174, "5403": 174, "predic": [174, 175], "operand": [174, 175], "mymodule2": [174, 175], "mod2": [174, 175], "exported_mod2": [174, 175], "dynamic_shapes_example1": 174, "inp1_dim0": [174, 175], "inp1_dim1": [174, 175], "dynamic_shapes1": [174, 175], "exported_dynamic_shapes_example1": [174, 175], "0828": 174, "8190": 174, "0037": 174, "0221": 174, "0898": 174, "8182": 174, "9165": 174, "3572": 174, "7422": 174, "4423": 174, "2497": 174, "1912": 174, "0522": 174, "4442": 174, "4188": 174, "8161": 174, "inp1_dim1_bad": [174, 175], "dynamic_shapes1_bad": [174, 175], "inp3": [174, 175], "dynamic_shapes_example2": 174, "inp2_dim0": [174, 175], "inner_dim": [174, 175], "inp3_dim1": [174, 175], "dynamic_shapes2": [174, 175], "exported_dynamic_shapes_example2": [174, 175], "5352": 174, "3836": 174, "8961": 174, "3412": 174, "3891": 174, "4326": 174, "1697": [174, 260], "inp4": [174, 175], "inp5": [174, 175], "dynamic_shapes_example3": [174, 175], "dynamic_shapes3": [174, 175], "inp4_dim": [174, 175], "inp5_dim": [174, 175], "violat": 174, "inp4_dim0": [174, 175], "inp5_dim0": [174, 175], "inp5_dim1": [174, 175], "inp4_dim1": [174, 175], "suggested_fix": [174, 175], "shared_dim": [174, 175], "dynamic_shapes3_fix": [174, 175], "exported_dynamic_shapes_example3": [174, 175], "1510": 174, "1174": 174, "5075": 174, "3566": 174, "2102": 174, "2033": 174, "3611": 174, "9041": 174, "2987": 174, "5751": 174, "1508": 174, "4470": 174, "2460": 174, "9288": 174, "1764": 174, "5879": 174, "5107": 174, "0845": 174, "3962": 174, "4359": 174, "2877": 174, "2839": 174, "3742": 174, "5569": 174, "0485": 174, "1028": 174, "4692": 174, "3837": 174, "8744": 174, "4191": 174, "9387": 174, "8480": 174, "9857": 174, "7783": 174, "2220": 174, "5934": 174, "9793": 174, "1118": 174, "9817": 174, "6156": 174, "2070": 174, "6976": 174, "8177": 174, "4002": 174, "3291": 174, "0860": 174, "7406": 174, "6509": 174, "1847": 174, "6311": 174, "8144": 174, "0439": 174, "9141": 174, "8778": 174, "5971": 174, "8781": 174, "1364": 174, "3096": 174, "0822": 174, "0587": 174, "3681": 174, "_log": [174, 175, 212, 257], "set_log": [174, 175, 212, 257], "657": 174, "symbolic_convert": 174, "374": 174, "658": 174, "symbolic_shap": 174, "create_env": 174, "663": 174, "create_symbol": 174, "s0": 174, "665": 174, "s1": [174, 193], "9223372036854775806": 174, "677": [174, 185], "680": 174, "734": [174, 239], "_meta_registr": 174, "1891": 174, "meta_mm": 174, "738": 174, "return_valu": 174, "output_graph": 174, "dynamo_normalization_capturing_compil": 174, "747": [174, 211], "produce_guard": 174, "839": 174, "eval_fram": 174, "847": 174, "rangeconstraint": 174, "min_val": 174, "max_val": 174, "inputdim": 174, "my_custom_librari": [174, 175], "compositeexplicitautograd": [174, 175], "custom_op_meta": [174, 175], "custom_op_exampl": 174, "exported_custom_op_exampl": [174, 175], "print_read": [174, 175], "5947": 174, "8062": 174, "6231": 174, "6615": 174, "5412": 174, "evidenc": [174, 175], "_schema": [174, 175], "is_mut": [174, 175], "run_decomposit": [174, 175], "decomposition_t": [174, 175], "_op": [174, 175], "operatorbas": [174, 175], "core_ir_ep": [174, 175], "num_us": 174, "placehold": 174, "get_decomposit": [174, 175], "_decomp": [174, 175], "decomp_t": [174, 175], "cond_pred": [174, 175], "stronger": 175, "safeti": 175, "bad2_nonstrict": 175, "bad3_nonstrict": 175, "bad4_nonstrict": 175, "bad1fix": 175, "dynamicshapesexample1": 175, "dynamicshapesexample2": 175, "deriveddimexample1": 175, "dimx": 175, "dimi": 175, "derived_dynamic_shapes1": 175, "derived_dim_example1": 175, "deriveddimexample2": 175, "dz": 175, "dy": 175, "derived_dynamic_shapes2": 175, "derived_dim_example2": 175, "dynamicshapesexample3": 175, "customopexampl": 175, "aotinductor": 175, "tensorrt": [175, 180], "so_path": 175, "aot_compil": 175, "compiler_aot_inductor": 175, "aot_load": 175, "torch_export_tutori": 175, "dlrm": 176, "dmp": 176, "datastructur": 176, "k80": 176, "appripri": 176, "product_t": 176, "user_t": 176, "101": 176, "202": 176, "303": 176, "product_eb": 176, "jag": [176, 194], "404": 176, "505": 176, "606": 176, "keyedtensor": 176, "3x64": 176, "pooled_embed": 176, "criteo": 176, "terabyt": 176, "jean": [177, 178], "saroufim": [177, 178], "ashok": [177, 178], "emani": [177, 178], "tl": [177, 186, 256], "dr": [177, 186], "numa": [177, 178], "upi": 177, "fma": [177, 178], "hyperthread": 177, "contend": 177, "ultra": 177, "cpu_launcher_en": [177, 178], "toepliz": 177, "toggl": 177, "use_logical_cor": 177, "vtune": [177, 252], "8180m": 177, "omp_num_thread": [177, 248], "982": 177, "__kmp_fork_barri": 177, "589": 177, "neglig": 177, "887": 177, "530": 177, "lscpu": 177, "112": [177, 186, 205, 239], "llc": [177, 178], "asid": 177, "get_num_thread": [177, 232], "node_id": [177, 178], "base_handl": 177, "56x4": 177, "affinit": [177, 178], "amplifi": 177, "slot": 177, "uop": [177, 178], "__sched_yield": 177, "disassoci": 177, "exacerb": 177, "core_51": 177, "8180": 177, "tid": 177, "97097": 177, "cpu_81": 177, "cpu_14": 177, "cpu_5": 177, "cpu_70": 177, "cpu_100": 177, "cpu_24": 177, "num_physical_cor": 177, "94290": 177, "cpu_78": 177, "cpu_108": 177, "microarchitectur": 177, "onednn": [177, 178, 200, 208, 220, 221, 227, 248], "immens": [177, 178], "ning": [177, 178], "jing": [177, 178], "xu": [177, 178, 188, 189], "20x": 178, "toplev": 178, "pmu": 178, "mispredict": 178, "hierarch": 178, "retir": 178, "specul": 178, "cancel": 178, "untun": 178, "subsystem": 178, "l3": 178, "dram": 178, "starv": 178, "wll": 178, "uncomplet": 178, "oneapi": [178, 227], "deconvolut": [178, 230], "emit_itt": [178, 227], "intel_extension_for_pytorch": [178, 221, 255], "ipex_en": 178, "submetr": 178, "spinlock": 178, "arena": 178, "enable_tcmalloc": 178, "enable_jemalloc": 178, "use_default_alloc": 178, "range_push": [178, 227], "step_": 178, "range_pop": [178, 227], "step_x": 178, "step_99": 178, "308": 178, "261": 178, "843": 178, "8960": 178, "cpu_launcher_arg": 178, "688": 178, "251": 178, "401": 178, "392": [178, 211], "bf16": [178, 185, 200, 220], "ipex": [178, 221, 252, 255], "8x": 178, "851": 178, "310": [178, 232], "7x": [178, 185], "803": 178, "248": 178, "eltwis": 178, "elementwis": 178, "nhwc": [178, 195, 221, 224], "disable_auto_channels_last": 178, "reorder": [178, 208, 227], "731": [178, 258], "634": 178, "fudan": 179, "databas": 179, "pedestrian": 179, "keypoint": 179, "tv_tensor": 179, "boundingbox": 179, "x0": 179, "y0": 179, "image_id": 179, "iscrowd": 179, "compliant": 179, "pycocotool": 179, "gautamchitni": 179, "cocoapi": 179, "cocodataset": 179, "pythonapi": 179, "get_height_and_width": 179, "ci": 179, "upenn": 179, "jshi": 179, "ped_html": 179, "pennfudanp": 179, "pedmask": 179, "fudanped00001_mask": 179, "fudanped00002_mask": 179, "fudanped00003_mask": 179, "fudanped00004_mask": 179, "pngimag": 179, "fudanped00001": 179, "fudanped00002": 179, "fudanped00003": 179, "fudanped00004": 179, "fudanped00046": 179, "fudanped00046_mask": 179, "122": [179, 239], "tvtensor": 179, "masks_to_box": 179, "pennfudandataset": 179, "listdir": 179, "mask_path": 179, "obj_id": 179, "num_obj": 179, "crowd": 179, "xyxi": 179, "canvas_s": 179, "get_siz": 179, "zoo": 179, "faster_rcnn": 179, "fastrcnnpredictor": 179, "fasterrcnn_resnet50_fpn": 179, "roi_head": 179, "box_predictor": 179, "cls_score": 179, "fasterrcnn": 179, "rpn": 179, "anchorgener": 179, "anchor": 179, "anchor_gener": 179, "aspect_ratio": 179, "featmap_nam": 179, "roi_pool": 179, "multiscaleroialign": 179, "sampling_ratio": 179, "rcnn": 179, "rpn_anchor_gener": 179, "box_roi_pool": 179, "mask_rcnn": 179, "maskrcnnpredictor": 179, "get_model_instance_segment": 179, "maskrcnn_resnet50_fpn": 179, "in_features_mask": 179, "mask_predictor": 179, "conv5_mask": 179, "coco_util": 179, "coco_ev": 179, "get_transform": 179, "todtyp": 179, "topuretensor": 179, "print_freq": 179, "draw_bounding_box": 179, "draw_segmentation_mask": 179, "eval_transform": 179, "rgba": 179, "pred_label": 179, "pred_box": 179, "output_imag": 179, "train2017": 179, "prepare_fx": [180, 182, 183, 184], "convert_fx": [180, 182, 183, 184], "default_weight_observ": 180, "get_default_qconfig_map": 180, "minmaxobserv": [180, 201], "backend_config": 180, "backendpatternconfig": 180, "dtypewithconstraint": 180, "observationtyp": 180, "quantize_fx": [180, 182, 183], "fp32_linear": 180, "quant1": 180, "dequant1": 180, "quant2": 180, "dequant2": 180, "bracket": [180, 264], "fp32_conv_relu": 180, "quint8_with_constraint": 180, "quant_min_lower_bound": 180, "quant_max_upper_bound": 180, "scale_min_lower_bound": 180, "weighted_int8_dtype_config": 180, "input_dtyp": 180, "output_dtyp": 180, "weight_dtyp": 180, "bias_dtyp": 180, "fuse_conv2d_relu": 180, "convrelu2d": [180, 183], "linear_config": 180, "set_pattern": 180, "set_observation_typ": 180, "output_use_different_observer_as_input": 180, "add_dtype_config": 180, "set_root_modul": 180, "set_qat_modul": 180, "set_reference_quantized_modul": 180, "conv_relu_config": 180, "set_fused_modul": 180, "set_fuser_method": 180, "fused_conv_relu_config": 180, "my_backend": 180, "set_backend_pattern_config": 180, "quant_max": [180, 201], "activation_observ": 180, "with_arg": [180, 201], "quant_min": [180, 201], "qconfig_map": [180, 182, 183, 184], "set_object_typ": [180, 182, 183, 198], "use_bn": 180, "quantizedlinear": 180, "012136868201196194": 180, "zero_point": [180, 186, 201], "qscheme": [180, 201], "per_tensor_affin": [180, 201], "quantizedconvrelu2d": 180, "0029353597201406956": 180, "linear_input_scale_0": 180, "linear_input_zero_point_0": 180, "quantize_per_tensor": [180, 186, 198, 222], "dequantize_2": 180, "015307803638279438": 180, "dequantize_1": 180, "get_fbgemm_backend_config": 180, "get_qnnpack_backend_config": 180, "get_native_backend_config": 180, "rfc": [180, 191, 264], "0019": [180, 186], "tldr": [182, 183], "default_dynamic_qconfig": [182, 186], "qconfigmap": [182, 184, 198, 201], "release": 182, "set_glob": [182, 183, 184, 198, 199, 200], "prepared_model": [182, 183, 198, 199, 200], "metamind": 182, "asset": [182, 207, 209, 225], "lstm_model": 182, "float_qparams_weight_only_qconfig": 182, "model_to_quant": [182, 183, 198], "forunct": 182, "fx_graph_mode_ptq_dynam": 182, "charl": 183, "hernandez": 183, "traceabl": 183, "identitc": [183, 198], "resnet18_pretrained_float": [183, 198, 199], "fuse_fx": 183, "recursivescriptmodul": [183, 186, 198, 199], "qconfig_opt": [183, 198], "set_module_name_regex": 183, "set_module_nam": [183, 198], "set_module_name_object_type_ord": 183, "object_typ": 183, "module_name_regex": 183, "module_nam": 183, "serila": [183, 198], "fx_graph_mode_model_file_path": 183, "resnet18_fx_graph_mode_quant": 183, "erro": 183, "convrelu": 183, "moduleattributeerror": 183, "_modul": 183, "conv1_weight_after_fus": 183, "conv1_weight_after_qu": 183, "resnet18_script": [183, 198], "eager_quantized_model": 183, "eager_mode_model_fil": 183, "resnet18_eager_mode_quant": 183, "aibench": 183, "192": 183, "48m": 183, "63m": 183, "non_traceable_code_1": 184, "traceable_cod": 184, "non_traceable_code_2": 184, "fp32traceabl": 184, "traceable_submodul": 184, "traceable_code_1": 184, "traceable_code_2": 184, "model_fp32": 184, "non_traceable_cod": 184, "fp32nontrac": 184, "non_traceable_submodul": 184, "prepare_custom_config_dict": 184, "non_traceable_module_nam": 184, "non_traceable_module_class": 184, "mnontrac": 184, "model_prepar": 184, "transpose_for_scor": 184, "new_x_shap": 184, "num_attention_head": 184, "attention_head_s": 184, "custommodul": 184, "observednontrac": 184, "from_float": 184, "from_observ": 184, "staticquantnontrac": 184, "float_to_observed_custom_module_class": 184, "convert_custom_config_dict": 184, "observed_to_quantized_custom_module_class": 184, "model_quant": [184, 225, 226, 229, 254], "thee": 184, "dynamicquantnontrac": 184, "weightonlyquantmnontrac": 184, "test_custom_module_class": 184, "test_quantize_fx": 184, "hdcharl": 185, "pg509": 185, "330": 185, "myenv": 185, "cu121": [185, 264], "vit_h": 185, "segment_anyth": 185, "sam_vit_h_4b8939": 185, "sam_checkpoint_base_path": 185, "change_linear_weights_to_int8_dqtensor": 185, "sam_model_registri": 185, "batchsiz": 185, "only_one_block": 185, "adaptive_autorang": 185, "min_run_tim": [185, 232, 247], "max_run_tim": 185, "1e9": 185, "get_sam_model": 185, "sam": 185, "image_encod": 185, "fp32_re": 185, "16m": 185, "33gb": 185, "instant": 185, "protect": [185, 209, 223, 224], "bf16_re": 185, "43m": 185, "17gb": 185, "autotun": [185, 256], "comp_r": 185, "95m": 185, "24gb": 185, "int4": 185, "change_linear_weights_to_int8_woqtensor": 185, "change_linear_weights_to_int4_woqtensor": 185, "apply_dynamic_qu": 185, "apply_weight_only_int8_qu": 185, "change_linear_weight": 185, "quant_r": 185, "04m": 185, "58gb": 185, "force_fuse_int_mm_with_mul": 185, "78m": 185, "37gb": 185, "unquant": [185, 201], "epilogu": 185, "enlarg": 185, "epilogue_fus": 185, "coordinate_descent_tun": 185, "coordinate_descent_check_all_direct": 185, "39gb": 185, "10x": 185, "729": 185, "65m": 185, "96gb": 185, "28m": 185, "93gb": 185, "gpu_quantization_torchao_tutori": 185, "supriya": 186, "rao": 186, "per_channel_dynamic_qconfig": 186, "quantize_dynamic_jit": 186, "ts_model": 186, "installaion": 186, "necesessari": 186, "lenght": 186, "qconfig_glob": 186, "qconfig_sub": 186, "qconfig_fc": 186, "242141": 186, "354759": 186, "188": [186, 232], "157": 186, "4s": 186, "quantized_model_debug": 186, "prepare_dynamic_jit": 186, "convert_dynamic_jit": 186, "406429": 186, "897": 186, "113": 186, "4_scale_0": 186, "114": 186, "4_zero_point_0": 186, "4_axis_0": 186, "4_scalar_type_0": 186, "quantize_per_channel": 186, "1640": 186, "_choose_qparams_per_tensor": 186, "98304": 186, "linear_dynam": 186, "_c": [186, 188, 245, 248], "0157": 186, "0257": 186, "0269": 186, "0158": 186, "0764": 186, "0548": 186, "0325": 186, "0423": 186, "0528": 186, "1382": 186, "0069": 186, "0106": 186, "0113": 186, "0275": 186, "0253": 186, "0457": 186, "0090": 186, "0512": 186, "0555": 186, "0277": 186, "0543": 186, "0539": 186, "0619": 186, "1040": 186, "0598": [186, 202], "0465": 186, "0009": 186, "0949": 186, "0097": 186, "0183": 186, "0085": 186, "clonebackward": 186, "0011": 186, "0010": 186, "0034": 186, "0013": 186, "0012": 186, "0015": 186, "0016": 186, "0036": 186, "0014": 186, "0008": 186, "0023": 186, "0018": 186, "0031": 186, "0022": 186, "0024": 186, "016605": 186, "182": 186, "878029": 186, "jit_model_path_float": 186, "jit_model_path_eag": 186, "jit_model_path_graph": 186, "chunyuan": 187, "bao": 187, "cpp_wrapper": [187, 200], "opt_fn": 187, "assert_size_strid": 187, "empty_strid": [187, 207, 239], "cpp_fused_add_lift_fresh_0": 187, "c_void_p": 187, "constant0": 187, "inductor_entry_cpp": 187, "19l": 187, "cppwrappercodecach": 187, "cpp_wrapper_src": 187, "c2buojsvlqbywxe3itb43hldieh4jqulk72iswa2awalwev7hjn2": 187, "_wrap_func": 187, "args_tensor": 187, "constants_tensor": 187, "_deviceguard": 187, "lift_fresh": 187, "stream0": 187, "get_cuda_stream": 187, "triton_poi_fused_add_lift_fresh_0": 187, "run_intermediate_hook": 187, "cudaguard": 187, "device_guard": 187, "loadkernel": 187, "torchinductor_us": 187, "cmm6xjgijjffxjku4akv55eyzibirvw6bti6uqmfnruujm5cvvmw": 187, "cubin": 187, "triton_poi_fused_add_lift_fresh_0_0d1d2d3": 187, "cudeviceptr": 187, "var_0": 187, "reinterpret_cast": [187, 209], "var_1": 187, "var_2": 187, "var_3": 187, "kernel_args_var_0": 187, "cudastream_t": 187, "getcurrentcudastream": 187, "launchkernel": 187, "czbpeilh4qqmbyejdgsbpdfuk2ss5jigl2qjb7xs4gearrjvuwem": 187, "tao": [188, 189], "solidifi": [188, 195], "coremltool": 188, "0b5": 188, "to_backend": 188, "_coreml": 188, "compilespec": 188, "coremlcomputeunit": 188, "mobilenetv2_spec": 188, "allow_low_precis": 188, "compile_spec": 188, "_jit_to_backend": 188, "coreml": 188, "mobilenetv2_coreml": 188, "cpuandgpu": 188, "mil": 188, "385": 188, "1496": 188, "anaconda3": 188, "name_sanitization_util": 188, "userwarn": [188, 190, 191, 192, 193], "647": 188, "var_647": 188, "new_nam": 188, "138": 188, "495": [188, 232], "1977": 188, "backend_detail": 188, "codegen_backend_modul": 188, "desktop": [188, 189, 209], "cocoapod": [188, 189, 205, 223, 226], "podfil": [188, 223, 226], "pod": [188, 205, 223, 226, 228, 252], "lite": [188, 205, 223], "client": [189, 224], "prepack": [189, 209, 254], "pytorch_root": [189, 207], "use_pytorch_metal_export": 189, "ON": [189, 196, 219, 224], "41237a4": [189, 207], "optimized_model": [189, 200], "export_opnam": [189, 223], "mobilenetv2_met": 189, "optimized_mobil": 189, "adaptive_avg_pool2d": 189, "copy_to_host": 189, "metal_prepack": 189, "conv2d_run": 189, "conect": 189, "slighli": 189, "malamut": 189, "malemut": 189, "alaskan": 189, "eskimo": 189, "huski": 189, "ios_arch": [189, 224], "use_pytorch_met": 189, "build_io": [189, 205, 223, 224], "a9": 189, "nsarrai": 189, "nsnumber": 189, "inferencemod": 189, "metalperformanceshad": 189, "1369": 190, "clr": 190, "sparse_coo_tensor": [190, 193], "state_sum": 190, "addcmul_": 190, "addcdiv_": 190, "_make_spars": 190, "grad_indic": 190, "coalesc": 190, "_indic": 190, "grad_valu": 190, "_valu": 190, "sparse_mask": [190, 193], "std_valu": 190, "sqrt_": 190, "state_sum2": 190, "masked_grad": 190, "get_data": [190, 192, 193], "std2": 190, "masked_tensor": [190, 191, 192, 193], "to_spars": [190, 193], "param2": [190, 203], "glanc": 190, "dodg": 190, "make_spars": 190, "diverg": [190, 192], "brittl": 190, "argu": 190, "densif": 190, "csc": [190, 193], "bsr": [190, 193], "bsc": 190, "conflat": 190, "disentangl": 190, "purposefulli": 190, "to_dens": [190, 193], "cleaner": [190, 192, 197, 198], "relianc": 190, "unreli": [190, 192], "maskedarrai": [190, 197], "maskedtensor_adagrad": 190, "maskedtensor_overview": [191, 192, 193], "unspecifi": [191, 192, 193, 197], "intersect": 191, "logical_or": 191, "npm0": 191, "ma": 191, "masked_arrai": 191, "npm1": 191, "mt0": 191, "mt1": [191, 193], "mt2": [191, 193], "get_mask": [191, 192], "mt": [191, 192, 193], "amin": [191, 193], "amax": 191, "data0": 191, "data1": 191, "mask0": 191, "mask1": 191, "intent": [191, 198, 201, 209, 264], "necessit": 191, "maskedtensor_advanced_semant": 191, "as_masked_tensor": 192, "afterthought": 192, "born": 192, "recur": 192, "inabl": 192, "10729": 192, "troubl": 192, "mx": 192, "52248": 192, "frustrat": 192, "4132": 192, "67180": 192, "longstand": 192, "bgrad1": 192, "isnan": 192, "unsaf": 192, "61474": 192, "nanmax": 192, "nanmin": 192, "lend": 192, "argmin": 192, "substructur": 193, "sparse_coo": 193, "sparse_csr": 193, "nse": 193, "sparse_tensor_data": 193, "sparse_tensor_mask": 193, "dense_masked_tensor": 193, "to_sparse_coo": 193, "to_sparse_csr": 193, "nuanc": 193, "sparse_coo_mt": 193, "crow_indic": 193, "col_indic": 193, "nnz": 193, "mt_sparse_csr": 193, "mt_sparse_coo": 193, "mt_dens": 193, "is_spars": 193, "is_sparse_coo": 193, "is_sparse_csr": 193, "surfac": 193, "vast": 193, "mask_valu": 193, "sparse_csr_tensor": 193, "synergi": 193, "invest": 193, "maskedtensor_spars": 193, "rag": 194, "invalu": 194, "nestedtensor": [194, 197], "padded_out_tensor": 194, "to_padded_tensor": 194, "poss": 194, "is_nest": 194, "irregularli": 194, "nt_reshap": 194, "nt_transpos": 194, "nt_mm": 194, "nt3": 194, "nt4": 194, "nt5": 194, "embrac": 194, "padded_sent": 194, "nested_sent": 194, "semnat": 194, "ux": [194, 198, 200], "padded_sentences_for_softmax": 194, "e_q": 194, "e_k": 194, "e_v": 194, "e_tot": 194, "query_proj": 194, "key_proj": 194, "value_proj": 194, "e_out": 194, "out_proj": 194, "e_head": 194, "sdpa": 194, "l_t": 194, "l_": 194, "attn_output": 194, "todo": [194, 262], "unflatten": 194, "zipf": 194, "zipf_sentence_length": 194, "unigram": 194, "858": [194, 219], "sentence_length": 194, "ibatch": 194, "gen_batch": 194, "jagged_to_pad": 194, "jt": 194, "padding_v": 194, "unbind": [194, 206], "padded_queri": 194, "padded_kei": 194, "padded_valu": 194, "output_nest": 194, "time_nest": 194, "output_pad": 194, "time_pad": 194, "entry_length": 194, "compiled_mha": 194, "compiled_output_nest": 194, "compiled_time_nest": 194, "compiled_output_pad": 194, "compiled_time_pad": 194, "_nnapi": 195, "convert_model_to_nnapi": 195, "bundled_input": [195, 205, 210], "make_mobilenetv2_nnapi": 195, "output_dir_path": 195, "quantize_mod": 195, "quantize_cor": 195, "quantize_ifac": 195, "input_float": 195, "nnapi_nhwc": 195, "nnapi_model": 195, "bundlewrapp": 195, "augment_model_with_bundled_input": 195, "bundle_large_tensor": [195, 205], "quant_": 195, "quant_ful": 195, "speed_benchmark_torch": [195, 219, 224], "pthreadpool_s": 195, "use_bundled_input": 195, "use_caching_alloc": 195, "200gb": 195, "googlesourc": [195, 207], "envsetup": 195, "aosp_x86_64": 195, "j16": 195, "lib64": 195, "libneuralnetwork": 195, "ctype": 195, "cdll": 195, "loadlibrari": [195, 209], "get_all_bundled_input": [195, 210], "_numeric_suit": 196, "ns": 196, "default_eval_fn": 196, "qmodel": 196, "img_data": 196, "compare_weight": 196, "wt_compare_dict": 196, "nkei": 196, "sqnr": 196, "relationship": 196, "nomin": 196, "compute_error": 196, "pn": 196, "log10": 196, "hist": 196, "compare_model_output": 196, "act_compare_dict": 196, "white_list": 196, "outputlogg": 196, "default_numeric_suite_compare_model_output_white_list": 196, "prepare_model_output": 196, "get_matching_activ": 196, "myoutputlogg": 196, "logger_cl": 196, "prepare_model_with_stub": 196, "shadowlogg": 196, "compare_model_stub": 196, "quantizablebasicblock": 196, "module_swap_list": 196, "ob_dict": 196, "get_logger_dict": 196, "myshadowlogg": 196, "is_quant": 196, "db": [196, 198], "numeric_suite_tutori": 196, "pypi": [197, 222], "pt2": [197, 200, 211, 212, 216], "optimizi": 197, "nnapi": 197, "autovector": [197, 206], "maskedtensor": 197, "coo": 197, "csr": 197, "14k": 198, "prepare_pt2": [198, 200], "convert_pt2": [198, 199, 200], "capture_pre_autograd_graph": [198, 199, 200], "shoud": [198, 199, 200], "quantize_pt2": [198, 199, 200], "xnnpackquant": [198, 199, 201], "get_symmetric_quantization_config": [198, 199], "backendconfig": [198, 201], "fake_qu": 198, "embedding_byt": 198, "executorchquant": 198, "prone": 198, "composed_quant": 198, "quantization_cap": 198, "minmax": 198, "exported_model": [198, 199, 200], "dynamic_dim": [198, 199], "xnnpack_quant": [198, 199], "themodel": 198, "fp32_op": 198, "qauntiz": 198, "quantized_linear": 198, "x_int8": 198, "x_scale": 198, "x_zero_point": 198, "weight_int8": 198, "weight_scal": [198, 201], "weight_zero_point": 198, "bias_fp32": 198, "output_scal": 198, "output_zero_point": 198, "x_fp32": 198, "quantized_decompos": 198, "dequantize_per_tensor": 198, "x_i8": 198, "x_quant_min": 198, "x_quant_max": 198, "weight_fp32": 198, "weight_i8": 198, "weight_quant_min": 198, "weight_quant_max": 198, "weight_permut": 198, "permute_copi": 198, "out_fp32": 198, "out_i8": 198, "out_scal": 198, "out_zero_point": 198, "out_quant_min": 198, "out_quant_max": 198, "float32_op": 198, "use_reference_represent": 198, "x_int16": 198, "weight_int16": 198, "acc_int32": 198, "out_dtyp": 198, "bias_scal": 198, "bias_int32": 198, "out_int8": 198, "qmin": 198, "qmax": 198, "pt2e_quantized_model_file_path": 198, "resnet18_pt2e_quant": 198, "quantized_ep": 198, "loaded_quantized_ep": 198, "ptq": [199, 200], "prepare_qat_pt2": [199, 200], "move_exported_model_to_ev": [199, 200], "move_exported_model_to_train": 199, "subgraph": 199, "_native_batch_norm_legit": 199, "cudnn_batch_norm": 199, "num_observer_update_epoch": 199, "num_batch_norm_update_epoch": 199, "num_epochs_between_ev": 199, "subseq": 199, "new_arg": 199, "prepared_model_copi": 199, "checkpoint_": 199, "lesli": [200, 201], "fang": [200, 201], "weiwen": [200, 201], "xia": [200, 201], "x86inductorquant": 200, "spr": 200, "x86_inductor_quant": 200, "xiq": 200, "traced_b": 200, "aten_graph": 200, "get_default_x86_inductor_quantization_config": 200, "is_dynam": [200, 201], "converted_model": 200, "absenc": 200, "mirror": 200, "device_typ": [200, 231, 255], "qconvolut": 200, "qlinear": 200, "conting": 200, "qmaxpool2d": 200, "torchinductor_freez": 200, "example_x86inductorquantizer_pytorch_2_1": 200, "torchbench": [200, 220], "example_x86inductorquantizer_qat": 200, "kimish": 201, "patel": 201, "quantiat": 201, "qnnpackquant": 201, "quantizationspec": 201, "quantizationannot": 201, "bitwidth": 201, "histogramobserv": 201, "dataclass": 201, "input_qspec_map": 201, "output_qspec": 201, "_annot": 201, "matcher": 201, "get_source_partit": 201, "add_partit": 201, "add_nod": 201, "output_nod": 201, "act_quantization_spec": 201, "observer_or_fake_quant_ctr": 201, "input_act_qspec": 201, "output_act_qspec": 201, "input_act0": 201, "input_act1": 201, "quantization_annot": 201, "sharedquantizationspec": 201, "average_pool": 201, "edgeornod": 201, "conv1_out": 201, "conv2_out": 201, "qspec1": 201, "cat_input0": 201, "cat_input1": 201, "share_qparams_with_input_act0_qspec": 201, "fixedqparamsquantizationspec": 201, "act_qspec": 201, "sigmoid_nod": 201, "input_act": 201, "derivedquantizationspec": 201, "derive_qparams_fn": 201, "observerorfakequant": 201, "observerbas": 201, "fakequantizebas": 201, "obejct": 201, "obs_or_fq": 201, "fq": 201, "act_obs_or_fq": 201, "weight_obs_or_fq": 201, "act_scal": 201, "act_zp": 201, "calculate_qparam": 201, "weight_zp": 201, "bias_qspec": 201, "derived_from": 201, "per_tensor_symmetr": 201, "weight_quantization_spec": 201, "backendquant": 201, "quantizationconfig": 201, "get_input_act_qspec": 201, "get_output_act_qspec": 201, "get_weight_qspec": 201, "get_bias_qspec": 201, "relu_nod": 201, "maybe_conv_nod": 201, "conv1d": [201, 208, 248], "recognz": 201, "subgraphmatch": 201, "conv_relu_pattern": 201, "name_node_map": 201, "input_nod": 201, "weight_nod": 201, "bias_nod": 201, "exact_match": 202, "53358561967833": 202, "9280493093186": 202, "927572380751371": 202, "607915310189128": 202, "18846387788653": 202, "91255673766136": 202, "parameter": 202, "elemen": 202, "paramter": 202, "bertoutput": 202, "parametrizedlinear": 202, "fakespars": 202, "layernorm": 202, "elementwise_affin": 202, "59602649006622": 202, "51610004515979": 202, "0237": 202, "0130": 202, "0462": 202, "0272": 202, "0436": 202, "0492": 202, "0844": 202, "0340": 202, "0302": 202, "0350": 202, "0303": 202, "0175": 202, "0529": 202, "0327": 202, "0213": 202, "0258": 202, "0239": 202, "0380": 202, "0562": 202, "0432": 202, "0262": 202, "0227": 202, "0244": 202, "0784": 202, "0761": 202, "0225": 202, "0395": 202, "0684": 202, "0344": 202, "43897824030275": 202, "48718950090766": 202, "621004460379481": 202, "368514601141214": 202, "702805917710066": 202, "244": [202, 227], "19364519417286": 202, "87x": 202, "skip_init": 203, "param1": 203, "some_buff": 203, "to_empti": [203, 245], "intial": 203, "fnet": 204, "___torch_mangle_3": 204, "fnet2": 204, "0107": 204, "0048": 204, "torchscript_freez": 204, "lai": [205, 223], "cccclai": 205, "dhruv": 205, "matani": 205, "dhruvbird": 205, "scripted_modul": [205, 210, 223], "input_image_1": 205, "input_tensor_1": 205, "input_batch_1": 205, "input_image_2": 205, "input_tensor_2": 205, "input_batch_2": 205, "step2": 205, "bundled_model_input": 205, "bundled_model": [205, 210], "bundle_input": [205, 210], "deeplabv3_scripted_with_bundled_input": 205, "macosx_deployment_target": [205, 207], "max_job": 205, "tracing_bas": 205, "model_trac": 205, "model_input_path": 205, "build_yaml_path": 205, "armeabi": 205, "v7a": 205, "v8a": [205, 207, 219, 224], "selected_op_list": [205, 223], "build_pytorch_android": [205, 207, 223], "cmd": 205, "build_lite_interpret": 205, "chenlai": 205, "aar": [205, 207, 209], "xarg": 205, "ls": 205, "lah": 205, "rw": 205, "staff": 205, "13m": 205, "feb": 205, "pytorch_android": [205, 207, 209, 225], "36k": 205, "pytorch_android_torchvis": [205, 223, 225], "gradl": [205, 207, 223, 225, 228], "androidx": [205, 209, 223], "appcompat": [205, 209, 223], "constraintlayout": [205, 223], "testimplement": [205, 223], "junit": [205, 223], "androidtestimplement": [205, 223], "ext": [205, 221, 223, 264, 265], "espresso": [205, 223], "v7": [205, 209], "fbjni": [205, 209, 223], "allproject": [205, 209], "jcenter": [205, 209], "flatdir": 205, "ios_platform": [205, 223], "deintegr": 205, "all_load": 205, "bitcod": 205, "deeplabv3": [205, 223], "deeplabv3_on_android": 205, "42368": 206, "unsuccessfulli": 206, "rummag": 206, "batched_dot": [206, 232], "feature_s": 206, "shenanigin": 206, "feature_vec": 206, "8304": 206, "23475": 206, "basis_vector": 206, "get_vjp": 206, "jacobian_vmap": 206, "performantli": 206, "7786": 206, "grad_sampl": 206, "batch_of_sampl": 206, "vmap_recip": 206, "ivan": [207, 209], "kobzarev": [207, 209], "use_vulkan": 207, "vulkan_wrapp": 207, "use_vulkan_wrapp": 207, "libvulkan": 207, "vulkansdk": 207, "lunarg": 207, "vulkan_sdk": 207, "vulkan_sdk_root": 207, "install_vulkan": 207, "use_vulkan_shaderc_runtim": 207, "android_abi": [207, 209, 219, 224], "build_android": [207, 219, 224], "script_model": 207, "mobilenet2": 207, "32bit": 207, "script_model_vulkan": 207, "optimization_blocklist": 207, "mobileoptimizertyp": 207, "vulkan_automatic_gpu_transf": 207, "is_vulkan_avail": 207, "tensor_vulkan": 207, "tensor_output_vulkan": 207, "tensor_output": 207, "_adaptive_avg_pool2d": 207, "_cat": 207, "hardtanh_": 207, "transpose_": 207, "upsample_nearest2d": 207, "allocatefloatbuff": [207, 224], "fromblob": [207, 224], "mmodul": [207, 223, 224], "test_app": 207, "testapp": [207, 224], "l133": 207, "apploc": 207, "installmbvulkanlocalbasedebug": 207, "mbq": 207, "swiftshad": 207, "amx": [208, 221, 222], "\u4e5f\u79f0\u4e3a\u82f1\u7279\u5c14": 208, "\u662f\u4e00\u79cdx86\u6269\u5c55": 208, "\u5f15\u5165\u4e86\u4e24\u4e2a\u65b0\u7ec4\u4ef6": 208, "\u4e00\u4e2a\u79f0\u4e3a": 208, "\u7684\u4e8c\u7ef4\u5bc4\u5b58\u5668\u6587\u4ef6\u548c\u4e00\u4e2a\u80fd\u591f\u5728\u8fd9\u4e9btile\u4e0a\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5": 208, "tmul": 208, "\u7684\u52a0\u901f\u5668": 208, "amx\u65e8\u5728\u52a0\u901fcpu\u4e0a\u7684\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u548c\u63a8\u7406\u5de5\u4f5c\u8d1f\u8f7d": 208, "\u975e\u5e38\u9002\u5408\u81ea\u7136\u8bed\u8a00\u5904\u7406": 208, "\u63a8\u8350\u7cfb\u7edf\u548c\u56fe\u50cf\u8bc6\u522b\u7b49\u5de5\u4f5c\u8d1f\u8f7d": 208, "\u82f1\u7279\u5c14\u901a\u8fc7\u7b2c4\u4ee3\u82f1\u7279\u5c14": 208, "\u81f3\u5f3a": 208, "\u53ef\u6269\u5c55\u5904\u7406\u5668\u548c\u82f1\u7279\u5c14": 208, "amx\u63a8\u8fdb\u4e86ai\u80fd\u529b": 208, "\u76f8\u6bd4\u4e0a\u4e00\u4ee3\u4ea7\u54c1": 208, "\u63a8\u7406\u548c\u8bad\u7ec3\u6027\u80fd\u63d0\u9ad8\u4e863\u500d\u81f310\u500d": 208, "\u8be6\u89c1": 208, "\u4f7f\u7528intel": [208, 248], "amx\u52a0\u901fai\u5de5\u4f5c\u8d1f\u8f7d": 208, "\u4e0e\u8fd0\u884cintel": 208, "\u9ad8\u7ea7\u77e2\u91cf\u6269\u5c55512\u795e\u7ecf\u7f51\u7edc\u6307\u4ee4": 208, "avx": [208, 221], "vnni": [208, 221], "\u7684\u7b2c3\u4ee3\u82f1\u7279\u5c14\u81f3\u5f3a\u53ef\u6269\u5c55\u5904\u7406\u5668\u76f8\u6bd4": 208, "\u8fd0\u884cintel": 208, "amx\u7684\u7b2c4\u4ee3\u82f1\u7279\u5c14\u81f3\u5f3a\u53ef\u6269\u5c55\u5904\u7406\u5668\u6bcf\u5468\u671f\u53ef\u6267\u884c2": 208, "048\u4e2aint8\u64cd\u4f5c": 208, "\u800c\u4e0d\u662f256\u4e2aint8\u64cd\u4f5c": 208, "\u5b83\u4eec\u8fd8\u53ef\u4ee5\u6bcf\u5468\u671f\u6267\u884c1": 208, "024\u4e2abf16\u64cd\u4f5c": 208, "\u800c\u4e0d\u662f64\u4e2afp32\u64cd\u4f5c": 208, "_\u7b2c4\u9875": 208, "\u6709\u5173amx\u7684\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f": 208, "amx\u6982\u8ff0": 208, "pytorch\u901a\u8fc7\u5176\u540e\u7aefonednn\u5229\u7528amx\u6765\u8ba1\u7b97bfloat16\u548cint8\u91cf\u5316\u7684\u8ba1\u7b97\u5bc6\u96c6\u578b\u7b97\u5b50": 208, "\u4ece\u800c\u5728\u652f\u6301amx\u7684x86": 208, "cpu\u4e0a\u83b7\u5f97\u66f4\u9ad8\u7684\u6027\u80fd": 208, "\u6709\u5173onednn\u7684\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f": 208, "\u64cd\u4f5c\u5b8c\u5168\u7531onednn\u6839\u636e\u751f\u6210\u7684\u6267\u884c\u4ee3\u7801\u8def\u5f84\u5904\u7406": 208, "\u5f53\u652f\u6301\u7684\u64cd\u4f5c\u5728\u652f\u6301amx\u7684\u786c\u4ef6\u5e73\u53f0\u4e0a\u6267\u884c\u5230onednn\u5b9e\u73b0\u65f6": 208, "amx\u6307\u4ee4\u5c06\u5728onednn\u5185\u90e8\u81ea\u52a8\u8c03\u7528": 208, "\u7531\u4e8eonednn\u662fpytorch": 208, "cpu\u7684\u9ed8\u8ba4\u52a0\u901f\u5e93": 208, "\u56e0\u6b64\u65e0\u9700\u624b\u52a8\u64cd\u4f5c\u5373\u53ef\u542f\u7528amx\u652f\u6301": 208, "\u672c\u8282\u63d0\u4f9b\u4e86\u5982\u4f55\u5229\u7528amx\u52a0\u901f\u5404\u79cd\u5de5\u4f5c\u8d1f\u8f7d\u7684\u6307\u5357": 208, "bfloat16\u6570\u636e\u7c7b\u578b": 208, "\u5c06\u5229\u7528amx\u52a0\u901f\u652f\u6301\u7684\u7b97\u5b50": 208, "\u5185\u5b58\u683c\u5f0f\u53ef\u83b7\u5f97\u66f4\u597d\u7684\u6027\u80fd": 208, "\u91cf\u5316": [208, 222, 235], "\u5e94\u7528\u91cf\u5316\u5c06\u5229\u7528amx\u52a0\u901f\u652f\u6301\u7684\u7b97\u5b50": 208, "\u5f53\u751f\u6210\u7684\u56fe\u6a21\u578b\u8fd0\u884c\u5230onednn\u5b9e\u73b0\u7684\u652f\u6301\u7b97\u5b50\u65f6": 208, "amx\u52a0\u901f\u5c06\u88ab\u6fc0\u6d3b": 208, "\u5728\u652f\u6301amx\u7684cpu\u4e0a\u4f7f\u7528pytorch\u65f6": 208, "\u6846\u67b6\u5c06\u9ed8\u8ba4\u81ea\u52a8\u542f\u7528amx\u4f7f\u7528": 208, "\u8fd9\u610f\u5473\u7740pytorch\u5c06\u5c3d\u53ef\u80fd\u5229\u7528amx\u529f\u80fd\u6765\u52a0\u901f\u77e9\u9635\u4e58\u6cd5\u64cd\u4f5c": 208, "\u91cd\u8981\u7684\u662f\u8981\u6ce8\u610f": 208, "\u662f\u5426\u8c03\u5ea6\u5230amx\u5185\u6838\u6700\u7ec8\u53d6\u51b3\u4e8epytorch\u6240\u4f9d\u8d56\u7684onednn\u5e93\u548c\u91cf\u5316\u540e\u7aef\u7684\u5185\u90e8\u4f18\u5316\u7b56\u7565": 208, "pytorch\u548conednn\u5e93\u5185\u90e8\u5982\u4f55\u5904\u7406amx\u5229\u7528\u7684\u5177\u4f53\u7ec6\u8282\u53ef\u80fd\u4f1a\u968f\u7740\u6846\u67b6\u7684\u66f4\u65b0\u548c\u6539\u8fdb\u800c\u53d1\u751f\u53d8\u5316": 208, "\u53ef\u5229\u7528amx\u7684bf16": 208, "cpu\u7b97\u5b50": 208, "conv3d": [208, 248], "conv_transpose1d": 208, "conv_transpose3d": 208, "baddbmm": 208, "addbmm": 208, "\u53ef\u5229\u7528amx\u7684\u91cf\u5316cpu\u7b97\u5b50": 208, "\u8bbe\u7f6e\u73af\u5883\u53d8\u91cf": 208, "onednn_verbos": 208, "\u6216\u4f7f\u7528": 208, "mkldnn": [208, 220], "\u4ee5\u542f\u7528onednn\u8f6c\u50a8\u8be6\u7ec6\u6d88\u606f": 208, "verbose_on": 208, "\u83b7\u53d6onednn\u8be6\u7ec6\u8f93\u51fa": 208, "6dbeffbae1f23cbbeae17adb7b5b13f1f37c080": 208, "nthr": 208, "isa": [208, 248], "prim_templ": 208, "prop_kind": 208, "memory_descriptor": 208, "auxiliari": 208, "problem_desc": 208, "exec_tim": 208, "exec": 208, "undef": 208, "src_f32": 208, "f0": 208, "dst_f32": 208, "scratchpad": 208, "2561": 208, "avx512_core_amx_bf16": 208, "forward_train": 208, "src_bf16": 208, "acdb": 208, "wei_bf16": 208, "abcd16b16a2b": 208, "bia_f32": 208, "dst_bf16": 208, "alg": 208, "convolution_direct": 208, "mb7_ic2oc1_ih224oh111kh3sh2dh1ph1_iw224ow111kw3sw2dw1pw1": 208, "628906": 208, "brg": 208, "avx512_core_amx_int8": 208, "src_s8": 208, "wei_s8": 208, "ba16a64b4a": 208, "dst_s8": 208, "1x30522": 208, "30522x768": 208, "1x768": 208, "66382": 208, "\u5982\u679c\u4f60\u83b7\u5f97\u4e86": 208, "\u7684\u8be6\u7ec6\u8f93\u51fa": 208, "\u7528\u4e8ebfloat16": 208, "\u7528\u4e8eint8\u91cf\u5316": 208, "\u5219\u8868\u793aamx\u5df2\u88ab\u6fc0\u6d3b": 208, "\u6211\u4eec\u7b80\u8981\u4ecb\u7ecd\u4e86amx": 208, "\u5982\u4f55\u5728pytorch\u4e2d\u5229\u7528amx\u6765\u52a0\u901f\u5de5\u4f5c\u8d1f\u8f7d": 208, "\u4ee5\u53ca\u5982\u4f55\u786e\u8ba4amx\u6b63\u5728\u88ab\u5229\u7528": 208, "\u968f\u7740pytorch\u548conednn\u7684\u6539\u8fdb\u548c\u66f4\u65b0": 208, "amx\u7684\u5229\u7528\u60c5\u51b5\u53ef\u80fd\u4f1a\u76f8\u5e94\u53d1\u751f\u53d8\u5316": 208, "\u5982\u679c\u60a8\u9047\u5230\u4efb\u4f55\u95ee\u9898\u6216\u6709\u4efb\u4f55\u7591\u95ee": 208, "\u60a8\u53ef\u4ee5\u4f7f\u7528": [208, 259], "\u8bba\u575b": 208, "_\u6216": 208, "_\u4e0e\u6211\u4eec\u8054\u7cfb": 208, "r19c": 209, "android_ndk": 209, "3859397": 209, "android_sdk": 209, "android_hom": 209, "gradle_hom": 209, "jdk": [209, 228], "java_hom": 209, "openjdk": 209, "opencv_android_sdk": 209, "registeroper": 209, "cento": 209, "yum": 209, "devel": 209, "libopencv": 209, "nativeapp": 209, "useandroidx": 209, "enablejetifi": 209, "buildscript": 209, "classpath": 209, "maven": [209, 223], "oss": [209, 223], "sonatyp": [209, 223], "extractfornativebuild": 209, "compilesdkvers": 209, "buildtoolsvers": 209, "defaultconfig": 209, "applicationid": 209, "minsdkvers": 209, "targetsdkvers": 209, "versioncod": 209, "versionnam": 209, "externalnativebuild": 209, "dandroid_stl": 209, "_share": 209, "buildtyp": 209, "minifyen": 209, "sourceset": 209, "jnilib": 209, "srcdir": 209, "extractaarfornativebuild": 209, "dolast": 209, "absolutefil": 209, "ziptre": 209, "builddir": 209, "jni": 209, "whentaskad": 209, "dependson": 209, "nexu": 209, "libpytorch_jni": 209, "libfbjni": 209, "stl": 209, "pytorch_nativeapp": 209, "build_dir": 209, "cmake_source_dir": 209, "pytorch_testapp_cpp_dir": 209, "cmake_current_list_dir": 209, "pytorch_testapp_sourc": 209, "pytorch_include_dir": 209, "pytorch_link_dir": 209, "target_compile_opt": 209, "fexcept": 209, "build_subdir": 209, "find_librari": 209, "pytorch_librari": 209, "pytorch_jni": 209, "no_cmake_find_root_path": 209, "fbjni_librari": 209, "endif": 209, "opencv_include_dir": 209, "target_include_directori": 209, "opencv_lib_dir": 209, "opencv_librari": 209, "opencv_java4": 209, "libopencv_java4": 209, "logcat": 209, "torschscript": 209, "androidmanifest": 209, "xml": 209, "xmln": 209, "apk": 209, "allowbackup": 209, "pytorchnativeapp": 209, "supportsrtl": 209, "theme": 209, "darkactionbar": 209, "appcompatact": 209, "fileoutputstream": 209, "inputstream": 209, "outputstream": 209, "assetnam": 209, "getfilesdir": 209, "getabsolutepath": 209, "getasset": 209, "savedinstancest": 209, "modelfileabsolutefilepath": 209, "nativecli": 209, "loadandforwardmodel": 209, "assertfilepath": 209, "nativep": 209, "libpytorch_nativeapp": 209, "modelpath": 209, "cassert": 209, "cmath": 209, "unistd": 209, "alogi": 209, "__android_log_print": 209, "android_log_info": 209, "__va_args__": 209, "alog": 209, "android_log_error": 209, "ostringstream": 209, "c_str": 209, "jitcallguard": 209, "no_autograd_guard": 209, "non_var_guard": 209, "graphoptimizerenabledguard": 209, "no_optimizer_guard": 209, "jnienv": 209, "jclass": 209, "jstring": 209, "jmodelpath": 209, "getstringutfchar": 209, "t_out": 209, "releasestringutfchar": 209, "jniexport": 209, "jint": 209, "jni_onload": 209, "javavm": 209, "vm": [209, 265], "getenv": [209, 232], "jni_version_1_6": 209, "jni_ok": 209, "jni_err": 209, "findclass": 209, "jninativemethod": 209, "ljava": 209, "rc": 209, "registern": 209, "intermix": 209, "assembledebug": 209, "installdebug": 209, "icon": [209, 262, 264], "adb": [209, 219, 224], "grep": 209, "26968": 209, "9484": 209, "1757": 209, "5832": 209, "9144": 209, "8867": 209, "0933": 209, "4004": 209, "3389": 209, "5200": [209, 232], "7625": 209, "5724": 209, "2073": 209, "4613": 209, "2730": 209, "6789": 209, "2247": 209, "2790": 209, "0067": 209, "9266": 209, "6034": 209, "1941": 209, "7021": 209, "5368": 209, "3803": 209, "0188": 209, "2021": [209, 222], "7412": 209, "2257": 209, "5044": 209, "6592": 209, "0826": 209, "0084": 209, "8733": 209, "5435": 209, "1087": 209, "1066": 209, "9926": 209, "1047": 209, "5311": 209, "9178": 209, "5451": 209, "0473": 209, "7571": 209, "3909": 209, "4039": 209, "5085": 209, "2776": 209, "4080": 209, "9203": 209, "3655": 209, "4395": 209, "4467": 209, "9837": 209, "3335": 209, "0445": 209, "8039": 209, "2512": 209, "3122": 209, "6543": 209, "5819": 209, "5680": 209, "6442": 209, "3090": 209, "6197": 209, "0773": 209, "5967": 209, "1105": 209, "0274": 209, "0330": 209, "0124": 209, "8644": 209, "0493": 209, "7633": 209, "9657": 209, "3469": 209, "3159": 209, "0683": 209, "4529": 209, "4559": 209, "7038": 209, "8396": 209, "9716": 209, "5279": 209, "1780": 209, "3849": 209, "4368": 209, "1480": 209, "jacob": 210, "szwejbka": 210, "example_dict": 210, "all_info": 210, "get_bundled_inputs_functions_and_info": 210, "func_nam": 210, "input_func_nam": 210, "get_inputs_function_nam": 210, "func_to_run": 210, "model_funct": 210, "decompress": 210, "ie": 210, "bundle_randn": 210, "deflat": 210, "create_exampl": 210, "deflated_input": 210, "inflatablearg": 210, "randn_lik": 210, "bundle_optional_dict_of_randn": 210, "fmt_fn": 210, "lazo": [211, 212, 257], "\u4f18\u5316\u5668\u662f\u8bad\u7ec3\u4efb\u4f55\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u7684\u5173\u952e\u7b97\u6cd5": 211, "\u7531\u4e8e\u5b83\u8d1f\u8d23\u66f4\u65b0\u6bcf\u4e2a\u6a21\u578b\u53c2\u6570": 211, "\u56e0\u6b64\u5bf9\u4e8e\u5927\u578b\u6a21\u578b": 211, "\u5b83\u5f80\u5f80\u4f1a\u6210\u4e3a\u8bad\u7ec3\u6027\u80fd\u7684\u74f6\u9888": 211, "\u6211\u4eec\u5c06\u5728\u4f18\u5316\u5668\u4f7f\u7528": 211, "\u63d0\u5347\u5728": 211, "\u4e0a\u7684\u6027\u80fd": 211, "\u672c\u6559\u7a0b\u9700\u8981": [211, 238, 245, 257], "\u6216\u66f4\u9ad8\u7248\u672c": [211, 227, 231, 238, 245, 253, 256, 257], "\u6211\u4eec\u5c06\u4f7f\u7528\u4e00\u4e2a\u7b80\u5355\u7684\u7ebf\u6027\u5c42\u5e8f\u5217": 211, "\u7531\u4e8e\u6211\u4eec\u53ea\u662f\u5bf9\u4f18\u5316\u5668\u8fdb\u884c\u57fa\u51c6\u6d4b\u8bd5": 211, "\u6240\u9009\u62e9\u7684\u6a21\u578b\u5e76\u4e0d\u91cd\u8981": 211, "\u56e0\u4e3a\u4f18\u5316\u5668\u7684\u6027\u80fd\u4e0e\u51fd\u6570\u53c2\u6570\u6570\u91cf\u6709\u5173": 211, "\u6839\u636e\u60a8\u4f7f\u7528\u7684\u673a\u5668\u4e0d\u540c": 211, "\u7ed3\u679c\u53ef\u80fd\u4f1a\u6709\u6240\u4e0d\u540c": 211, "\u5728\u672c\u4f8b\u4e2d": 211, "\u5e76\u521b\u5efa\u4e00\u4e2a\u8f85\u52a9\u51fd\u6570\u6765\u5c06": 211, "\u5305\u88c5\u5728": 211, "\u4ec5\u652f\u6301device_cap": 211, "\u8bbe\u5907": [211, 216, 232], "\u5982\u679c\u6211\u4eec\u5728\u4e0d\u652f\u6301": 211, "\u7684\u8bbe\u5907\u4e0a": 211, "\u5219\u5e72\u51c0\u5730\u9000\u51fa": [211, 257], "\u8ba9\u6211\u4eec\u5b9a\u4e49\u4e00\u4e2a\u6709\u7528\u7684\u57fa\u51c6\u6d4b\u8bd5\u51fd\u6570": 211, "\u9884\u70ed\u8fd0\u884c\u4ee5\u7f16\u8bd1\u51fd\u6570": 211, "eager_runtim": 211, "compiled_runtim": 211, "\u793a\u4f8b\u7ed3\u679c": 211, "2437149845064u": 211, "07384741178u": 211, "\u6709\u5173\u6df1\u5165\u7684\u6280\u672f\u6982\u8ff0": 211, "linearlr": 212, "sched": 212, "total_it": 212, "compiling_optimizer_lr_schedul": 212, "\u76f4\u63a5\u8bbe\u5907\u5230\u8bbe\u5907rpc": 213, "\u5728pytorch": [213, 248], "8\u4e2d\u4f5c\u4e3a\u539f\u578b\u529f\u80fd\u5f15\u5165": 213, "\u6b64api\u53ef\u80fd\u4f1a\u53d1\u751f\u53d8\u5316": 213, "\u60a8\u5c06\u5b66\u4e60": [213, 214, 217, 227, 258, 260], "rpc\u7684\u9ad8\u7ea7\u6982\u5ff5": 213, "\u5206\u5e03\u5f0frpc\u6846\u67b6\u5165\u95e8": 213, "rpc\u652f\u6301\u76f4\u63a5\u4ece\u672c\u5730cuda\u5185\u5b58\u5411\u8fdc\u7a0bcuda\u5185\u5b58\u53d1\u9001\u5f20\u91cf": 213, "\u57281": 213, "8\u7248\u672c\u53d1\u5e03\u4e4b\u524d": 213, "rpc\u53ea\u63a5\u53d7cpu\u5f20\u91cf": 213, "\u5f53\u5e94\u7528\u7a0b\u5e8f\u9700\u8981\u901a\u8fc7rpc\u53d1\u9001cuda\u5f20\u91cf\u65f6": 213, "\u5b83\u5fc5\u987b\u9996\u5148\u5c06\u5f20\u91cf\u79fb\u52a8\u5230\u8c03\u7528\u65b9\u7684cpu": 213, "\u901a\u8fc7rpc\u53d1\u9001": 213, "\u7136\u540e\u5728\u88ab\u8c03\u7528\u65b9\u5c06\u5176\u79fb\u52a8\u5230\u76ee\u6807\u8bbe\u5907": 213, "\u8fd9\u4f1a\u5bfc\u81f4\u4e0d\u5fc5\u8981\u7684\u540c\u6b65\u548cd2h\u548ch2d\u590d\u5236": 213, "\u4ece1": 213, "8\u7248\u672c\u5f00\u59cb": 213, "rpc\u5141\u8bb8\u7528\u6237\u4f7f\u7528": 213, "set_device_map": 213, "api\u914d\u7f6e\u6bcf\u4e2a\u8fdb\u7a0b\u7684\u5168\u5c40\u8bbe\u5907\u6620\u5c04": 213, "\u6307\u5b9a\u5982\u4f55\u5c06\u672c\u5730\u8bbe\u5907\u6620\u5c04\u5230\u8fdc\u7a0b\u8bbe\u5907": 213, "\u5177\u4f53\u6765\u8bf4": [213, 260], "worker0": 213, "\u7684\u8bbe\u5907\u6620\u5c04\u6709\u4e00\u4e2a\u6761\u76ee": 213, "\u6240\u6709\u6765\u81ea": 213, "\u4e0a\u7684rpc\u53c2\u6570": 213, "\u5c06\u76f4\u63a5\u53d1\u9001\u5230": 213, "rpc\u7684\u54cd\u5e94\u5c06\u4f7f\u7528\u8c03\u7528\u65b9\u8bbe\u5907\u6620\u5c04\u7684\u9006\u6620\u5c04": 213, "\u5373\u5982\u679c": 213, "\u8fd4\u56de": 213, "\u4e0a\u7684\u5f20\u91cf": 213, "\u5b83\u5c06\u76f4\u63a5\u53d1\u9001\u5230": 213, "\u6240\u6709\u9884\u671f\u7684\u8bbe\u5907\u5230\u8bbe\u5907\u76f4\u63a5\u901a\u4fe1\u5fc5\u987b\u5728\u6bcf\u4e2a\u8fdb\u7a0b\u7684\u8bbe\u5907\u6620\u5c04\u4e2d\u6307\u5b9a": 213, "\u53ea\u5141\u8bb8cpu\u5f20\u91cf": 213, "rpc\u4f9d\u8d56\u4e8e": 213, "tensorpip": [213, 252], "\u4f5c\u4e3a\u901a\u4fe1\u540e\u7aef": 213, "rpc\u4ece\u6bcf\u4e2a\u8bf7\u6c42\u6216\u54cd\u5e94\u4e2d\u63d0\u53d6\u6240\u6709\u5f20\u91cf\u5230\u4e00\u4e2a\u5217\u8868\u4e2d": 213, "\u5e76\u5c06\u5176\u4ed6\u6240\u6709\u5185\u5bb9\u6253\u5305\u6210\u4e8c\u8fdb\u5236\u8d1f\u8f7d": 213, "tensorpipe\u5c06\u6839\u636e\u5f20\u91cf\u8bbe\u5907\u7c7b\u578b\u548c\u8c03\u7528\u65b9\u548c\u88ab\u8c03\u7528\u65b9\u7684\u901a\u9053\u53ef\u7528\u6027": 213, "\u81ea\u52a8\u4e3a\u6bcf\u4e2a\u5f20\u91cf\u9009\u62e9\u901a\u4fe1\u901a\u9053": 213, "\u73b0\u6709\u7684": 213, "\u901a\u9053\u6db5\u76d6": 213, "infiniband": 213, "cma": 213, "\u4ee5\u4e0b\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528cuda": 213, "\u8be5\u6a21\u578b\u5305\u542b\u4e24\u4e2a\u7ebf\u6027\u5c42": 213, "\u88ab\u5206\u6210\u4e24\u4e2a\u5206\u7247": 213, "\u8fd9\u4e24\u4e2a\u5206\u7247\u5206\u522b\u653e\u7f6e\u5728": 213, "\u4f5c\u4e3a\u4e3b\u8282\u70b9\u9a71\u52a8\u524d\u5411\u548c\u540e\u5411\u4f20\u64ad": 213, "\u6211\u4eec\u6709\u610f\u8df3\u8fc7\u4e86": 213, "\u4ee5\u7a81\u51fa\u4f7f\u7528": 213, "\u65f6\u7684\u6027\u80fd\u6539\u8fdb": 213, "\u5b9e\u9a8c\u91cd\u590d\u524d\u5411\u548c\u540e\u5411\u4f20\u64ad": 213, "\u6b21": [213, 253], "\u5e76\u6d4b\u91cf\u603b\u6267\u884c\u65f6\u95f4": 213, "\u5b83\u6bd4\u8f83\u4e86\u4f7f\u7528": 213, "\u4e0e\u624b\u52a8\u6682\u5b58\u5230": 213, "\u5185\u5b58": 213, "\u7684\u60c5\u51b5": 213, "comm_mod": 213, "\u5982\u679cx\u5df2\u7ecf\u5728self": 213, "device\u4e0a": 213, "\u662f\u4e00\u4e2a\u7a7a\u64cd\u4f5c": 213, "\u4e0a\u7684\u672c\u5730\u6a21\u5757": 213, "\u4e0a\u7684\u8fdc\u7a0b\u6a21\u5757": 213, "\u51c6\u5907\u968f\u673a\u8f93\u5165": 213, "\u4e0a\u540c\u6b65": 213, "\u4ee5\u786e\u4fdd\u6240\u6709\u5f85\u5904\u7406\u7684cuda\u64cd\u4f5c\u90fd\u5305\u542b\u5728\u6d4b\u91cf\u4e2d": 213, "current_stream": 213, "rpc\u603b\u6267\u884c\u65f6\u95f4": 213, "\u963b\u585e\u76f4\u5230\u6240\u6709rpc\u5b8c\u6210": 213, "\u8f93\u51fa\u663e\u793a\u5982\u4e0b": 213, "\u8868\u660e\u5728\u8fd9\u4e2a\u5b9e\u9a8c\u4e2d": 213, "\u53ef\u4ee5\u5e2e\u52a9\u5b9e\u73b0": 213, "\u500d\u7684\u901f\u5ea6\u63d0\u5347": 213, "\u76f8\u6bd4\u4e8e": 213, "3145179748535156\u79d2": 213, "06867480278015137\u79d2": 213, "\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d": 214, "\u5982\u4f55\u5c06\u8bad\u7ec3\u597d\u7684": 214, "\u6a21\u578b\u5c01\u88c5\u5230": 214, "\u5bb9\u5668\u4e2d": 214, "\u901a\u8fc7": [214, 250], "\u66b4\u9732\u51fa\u53bb": 214, "\u5982\u4f55\u5c06\u4f20\u5165\u7684": 214, "\u8bf7\u6c42\u8f6c\u6362\u4e3a": 214, "\u4ee5\u4f9b\u60a8\u7684\u6a21\u578b\u4f7f\u7528": 214, "\u5982\u4f55\u4e3a": 214, "\u54cd\u5e94\u6253\u5305\u60a8\u6a21\u578b\u7684\u8f93\u51fa": 214, "\u60a8\u9700\u8981\u4e00\u4e2a\u5b89\u88c5\u4e86\u4ee5\u4e0b\u8f6f\u4ef6\u5305": 214, "\u53ca\u5176\u4f9d\u8d56\u9879": 214, "\u73af\u5883": [214, 227], "\u53e6\u5916": [214, 258], "\u5982\u679c\u9700\u8981\u83b7\u53d6\u4e00\u4e9b\u652f\u6301\u6587\u4ef6": 214, "\u60a8\u8fd8\u9700\u8981": 214, "\u5b89\u88c5": [214, 227, 237], "\u7684\u8bf4\u660e\u5728": 214, "org_": [214, 258], "\u4e0a\u6709\u4ecb\u7ecd": 214, "\u5b98\u7f51_": 214, "\u662f\u4e00\u4e2a\u7528": 214, "\u7f16\u5199\u7684\u8f7b\u91cf\u7ea7": 214, "\u670d\u52a1\u5668": [214, 252], "\u5b83\u4e3a\u60a8\u63d0\u4f9b\u4e86\u4e00\u79cd\u4fbf\u6377\u7684\u65b9\u5f0f": 214, "\u5feb\u901f\u5efa\u7acb\u4e00\u4e2a": 214, "\u7528\u4e8e\u60a8\u8bad\u7ec3\u597d\u7684": 214, "\u6a21\u578b\u7684\u9884\u6d4b": 214, "\u53ef\u76f4\u63a5\u4f7f\u7528": 214, "\u6216\u4f5c\u4e3a\u66f4\u5927\u7cfb\u7edf\u4e2d\u7684": 214, "\u6211\u4eec\u5c06\u521b\u5efa\u4e00\u4e2a": 214, "\u63a5\u6536\u56fe\u50cf": 214, "\u5e76\u5c06\u5176\u6620\u5c04\u5230": 214, "\u6570\u636e\u96c6\u7684": 214, "\u4e2a\u7c7b\u522b\u4e4b\u4e00": 214, "\u60a8\u9700\u8981\u4e00\u4e2a\u7528\u4e8e\u6d4b\u8bd5\u7684\u56fe\u50cf\u6587\u4ef6": 214, "\u60a8\u8fd8\u53ef\u4ee5\u83b7\u53d6\u4e00\u4e2a\u6587\u4ef6": 214, "\u5c06\u6a21\u578b\u8f93\u51fa\u7684\u7c7b\u7d22\u5f15\u6620\u5c04\u4e3a\u53ef\u8bfb\u7684\u7c7b\u540d": 214, "\u53ef\u4ee5\u901a\u8fc7\u68c0\u51fa": 214, "\u4ed3\u5e93\u5e76\u5c06\u6587\u4ef6\u590d\u5236\u5230\u60a8\u7684\u5de5\u4f5c\u6587\u4ef6\u5939\u6765\u5feb\u901f\u83b7\u53d6\u8fd9\u4e24\u4e2a\u652f\u6301\u6587\u4ef6": 214, "\u672c\u6559\u7a0b\u4e0d\u4f9d\u8d56\u4e8e": 214, "\u8fd9\u53ea\u662f\u5feb\u901f\u83b7\u53d6\u6587\u4ef6\u7684\u4e00\u79cd\u65b9\u5f0f": 214, "\u4ece\u60a8\u7684": 214, "\u63d0\u793a\u7b26\u4e0b\u53d1\u51fa\u4ee5\u4e0b\u547d\u4ee4": 214, "image_classifi": 214, "kitten": 214, "index_to_nam": 214, "\u6587\u4ef6\u5728\u4e0b\u9762\u7684": 214, "\u670d\u52a1\u4e2d\u662f\u53ef\u9009\u7684": 214, "\u60a8\u53ef\u4ee5\u4f7f\u7528\u81ea\u5df1\u7684\u56fe\u50cf\u6d4b\u8bd5\u60a8\u7684\u670d\u52a1": 214, "\u9700\u786e\u4fdd\u662f\u4e00\u4e2a": 214, "\u8272": 214, "\u56fe\u50cf": [214, 234, 258], "\u670d\u52a1\u7684\u5b8c\u6574": 214, "\u811a\u672c\u5728\u672c\u6559\u7a0b\u7684\u6700\u540e\u5c55\u793a": 214, "\u60a8\u53ef\u4ee5\u590d\u5236\u5e76\u7c98\u8d34\u5230\u60a8\u81ea\u5df1\u7684": 214, "\u6587\u4ef6\u4e2d": [214, 222], "\u4e0b\u9762\u6211\u4eec\u5c06\u67e5\u770b\u5404\u4e2a\u90e8\u5206": 214, "\u4ee5\u660e\u786e\u5b83\u4eec\u7684\u529f\u80fd": 214, "\u6309\u987a\u5e8f": 214, "\u5c06\u4f7f\u7528\u6765\u81ea": 214, "\u7684\u9884\u8bad\u7ec3": 214, "\u5305\u542b\u7528\u4e8e\u64cd\u4f5c\u56fe\u50cf\u6570\u636e\u7684\u5de5\u5177": 214, "\u662f\u6211\u4eec\u6700\u521d\u52a0\u8f7d\u56fe\u50cf\u6587\u4ef6\u65f6\u5c06\u4f7f\u7528\u7684\u5e93": 214, "\u5f53\u7136\u6211\u4eec\u8fd8\u9700\u8981\u4ece": 214, "\u5bfc\u5165\u4e00\u4e9b\u7c7b": 214, "infil": 214, "timg": 214, "\u8bf7\u6c42\u7ed9\u4e86\u6211\u4eec\u4e00\u4e2a\u56fe\u50cf\u6587\u4ef6": 214, "\u4f46\u6211\u4eec\u7684\u6a21\u578b\u671f\u671b\u4e00\u4e2a\u5f62\u72b6\u4e3a": 214, "\u662f\u8f93\u5165\u6279\u6b21\u7684\u6570\u91cf": 214, "\u6211\u4eec\u5c06\u53ea\u4f7f\u7528\u6279\u91cf\u5927\u5c0f\u4e3a": 214, "\u6211\u4eec\u9996\u5148\u8981\u505a\u7684\u662f\u7ec4\u5408\u4e00\u7ec4": 214, "\u8f6c\u6362": 214, "\u8c03\u6574\u56fe\u50cf\u5927\u5c0f\u548c\u88c1\u526a\u56fe\u50cf": 214, "\u7136\u540e\u5bf9\u5f20\u91cf\u4e2d\u7684\u503c\u8fdb\u884c\u5f52\u4e00\u5316": 214, "\u6709\u5173\u6b64\u5f52\u4e00\u5316\u7684\u66f4\u591a\u4fe1\u606f": 214, "models_": 214, "\u7684\u6587\u6863": 214, "\u6211\u4eec\u6253\u5f00\u6587\u4ef6\u5e76\u5e94\u7528\u8f6c\u6362": 214, "\u8f6c\u6362\u8fd4\u56de\u4e00\u4e2a\u5f62\u72b6\u4e3a": 214, "\u56fe\u50cf\u7684": 214, "\u4e2a\u989c\u8272\u901a\u9053": 214, "\u56e0\u4e3a\u6211\u4eec\u9700\u8981\u5c06\u8fd9\u4e2a\u5355\u4e2a\u56fe\u50cf\u53d8\u6210\u4e00\u4e2a\u6279\u6b21": 214, "\u6240\u4ee5\u6211\u4eec\u4f7f\u7528": 214, "\u8c03\u7528\u901a\u8fc7\u6dfb\u52a0\u4e00\u4e2a\u65b0\u7684\u7b2c\u4e00\u7ef4\u6765\u5c31\u5730\u4fee\u6539\u5f20\u91cf": 214, "\u5f20\u91cf\u5305\u542b\u76f8\u540c\u7684\u6570\u636e": 214, "\u4f46\u73b0\u5728\u5f62\u72b6\u4e3a": 214, "\u4e00\u822c\u6765\u8bf4": [214, 248], "\u5373\u4f7f\u60a8\u4e0d\u662f\u5728\u5904\u7406\u56fe\u50cf\u6570\u636e": 214, "\u60a8\u4e5f\u9700\u8981\u5c06\u6765\u81ea": 214, "\u8bf7\u6c42\u7684\u8f93\u5165\u8f6c\u6362\u4e3a": 214, "\u53ef\u4ee5\u4f7f\u7528\u7684\u5f20\u91cf": 214, "\u63a8\u7406\u672c\u8eab\u662f\u6700\u7b80\u5355\u7684\u90e8\u5206": 214, "\u5f53\u6211\u4eec\u5c06\u8f93\u5165\u5f20\u91cf\u4f20\u9012\u7ed9\u6a21\u578b\u65f6": 214, "\u6211\u4eec\u4f1a\u5f97\u5230\u4e00\u4e2a\u5f20\u91cf\u503c": 214, "\u4ee3\u8868\u6a21\u578b\u4f30\u8ba1\u56fe\u50cf\u5c5e\u4e8e\u7279\u5b9a\u7c7b\u522b\u7684\u53ef\u80fd\u6027": 214, "\u8c03\u7528\u627e\u5230\u5177\u6709\u6700\u5927\u53ef\u80fd\u6027\u503c\u7684\u7c7b\u522b": 214, "\u5e76\u8fd4\u56de\u8be5\u503c\u53ca\u5176": 214, "\u7c7b\u7d22\u5f15": 214, "\u8c03\u7528\u4ece\u5305\u542b\u5b83\u7684\u5f20\u91cf\u4e2d\u63d0\u53d6\u8be5\u7c7b\u7d22\u5f15": 214, "\u5e76\u8fd4\u56de\u5b83": 214, "render_predict": 214, "prediction_idx": 214, "stridx": 214, "img_class_map": 214, "\u65b9\u6cd5\u5c06\u9884\u6d4b\u7684\u7c7b\u7d22\u5f15\u6620\u5c04\u4e3a\u4eba\u7c7b\u53ef\u8bfb\u7684\u7c7b\u6807\u7b7e": 214, "\u5728\u4ece\u60a8\u7684\u6a21\u578b\u83b7\u5f97\u9884\u6d4b\u4e4b\u540e": 214, "\u901a\u5e38\u9700\u8981\u8fdb\u884c\u540e\u5904\u7406": 214, "\u4f7f\u9884\u6d4b\u53ef\u4f9b\u4eba\u7c7b\u4f7f\u7528\u6216\u4f9b\u53e6\u4e00\u4e2a\u8f6f\u4ef6\u4f7f\u7528": 214, "\u5c06\u4ee5\u4e0b\u5185\u5bb9\u7c98\u8d34\u5230\u540d\u4e3a": 214, "\u7684\u6587\u4ef6\u4e2d": 214, "\u4e2a\u7c7b\u522b\u4e0a\u8bad\u7ec3": 214, "\u5173\u95ed\u81ea\u52a8\u68af\u5ea6\u8ba1\u7b97": 214, "mapping_file_path": 214, "\u7c7b\u522b\u7684\u53ef\u8bfb\u540d\u79f0": 214, "isfil": 214, "\u5c06\u8f93\u5165\u8f6c\u6362\u4e3a\u6a21\u578b\u671f\u671b\u7684\u5f62\u5f0f": 214, "\u6211\u4eec\u4f7f\u7528\u591a\u4e2a": 214, "\u8f6c\u6362\u6765\u51c6\u5907\u56fe\u50cf": 214, "\u6a21\u578b\u8f93\u5165\u7684\u6807\u51c6\u5f52\u4e00\u5316": 214, "\u6253\u5f00\u56fe\u50cf\u6587\u4ef6": 214, "\u56fe\u50cf\u8f6c\u6362\u4e3a\u5408\u9002\u5f62\u72b6\u7684": 214, "\u6a21\u578b\u671f\u671b\u6279\u91cf\u8f93\u5165": 214, "\u521b\u5efa\u6279\u91cf\u5927\u5c0f\u4e3a": 214, "\u83b7\u53d6\u9884\u6d4b": 214, "\u83b7\u53d6\u6240\u6709": 214, "\u7c7b\u522b\u7684\u53ef\u80fd\u6027": 214, "\u63d0\u53d6\u6700\u53ef\u80fd\u7684\u7c7b\u522b": 214, "\u5f20\u91cf\u4e2d\u63d0\u53d6": 214, "\u503c": [214, 235], "\u4f7f\u9884\u6d4b\u7ed3\u679c\u53ef\u8bfb": 214, "\u63d0\u793a\u7b26\u542f\u52a8\u670d\u52a1\u5668": 214, "\u8bf7\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4": 214, "\u60a8\u7684": 214, "\u670d\u52a1\u5668\u76d1\u542c": 214, "\u7aef\u53e3": 214, "\u670d\u52a1\u5668\u8fd0\u884c\u540e": 214, "\u6253\u5f00\u53e6\u4e00\u4e2a\u7ec8\u7aef\u7a97\u53e3": 214, "\u6d4b\u8bd5\u60a8\u65b0\u7684\u63a8\u7406\u670d\u52a1\u5668": 214, "curl": [214, 264], "multipart": 214, "\u5982\u679c\u4e00\u5207\u8bbe\u7f6e\u6b63\u786e": 214, "\u60a8\u5e94\u8be5\u4f1a\u6536\u5230\u7c7b\u4f3c\u5982\u4e0b\u7684\u54cd\u5e94": 214, "285": 214, "\u63d0\u4f9b\u5b89\u88c5\u8bf4\u660e": 214, "\u4ee5\u53ca\u66f4\u591a\u6587\u6863\u548c\u6559\u7a0b": 214, "\u5b98\u7f51": 214, "\u5feb\u901f\u5165\u95e8\u6307\u5357": 214, "\u5bf9\u8bbe\u7f6e\u4e00\u4e2a\u7b80\u5355\u7684": 214, "\u670d\u52a1\u6709\u66f4\u8be6\u7ec6\u7684\u4ecb\u7ecd": 214, "iri": [215, 216], "rodrigo": 215, "kumpera": 215, "chien": 215, "chin": 215, "luca": 215, "pasqualin": 215, "\u4e0a\u67e5\u770b\u548c\u7f16\u8f91\u672c\u6559\u7a0b": [215, 216], "\u5148\u51b3\u6761\u4ef6": [215, 216], "\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u5bf9": 215, "\u6a21\u578b\u8fdb\u884c\u68c0\u67e5\u70b9\u4fdd\u5b58\u53ef\u80fd\u5177\u6709\u6311\u6218\u6027": 215, "\u56e0\u4e3a\u53c2\u6570\u548c\u68af\u5ea6\u5206\u5e03\u5728\u4e0d\u540c\u7684\u8bad\u7ec3\u5668\u4e0a": 215, "\u800c\u4e14\u6062\u590d\u8bad\u7ec3\u65f6\u53ef\u7528\u7684\u8bad\u7ec3\u5668\u6570\u91cf\u53ef\u80fd\u4f1a\u53d1\u751f\u53d8\u5316": 215, "\u53ef\u4ee5\u5e2e\u52a9\u7b80\u5316\u8fd9\u4e2a\u8fc7\u7a0b": 215, "\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u4f7f\u7528": 215, "\u5904\u7406\u4e00\u4e2a\u7b80\u5355\u7684": 215, "\u5305\u88c5\u6a21\u578b": 215, "\u5141\u8bb8\u5e76\u884c\u5730\u4ece\u591a\u4e2a": 215, "\u60a8\u53ef\u4ee5\u4f7f\u7528\u6b64\u6a21\u5757\u5728\u4efb\u610f\u6570\u91cf\u7684": 215, "\u4e0a\u5e76\u884c\u4fdd\u5b58": 215, "\u7136\u540e\u5728\u52a0\u8f7d\u65f6\u91cd\u65b0\u5206\u7247\u5230\u4e0d\u540c\u7684\u96c6\u7fa4\u62d3\u6251\u7ed3\u6784": 215, "\u4e2d\u7684\u6a21\u5757": 215, "\u63d0\u4f9b\u4e86\u5728\u5206\u5e03\u5f0f\u8bbe\u7f6e\u4e2d\u4f18\u96c5\u5904\u7406": 215, "\u751f\u6210\u548c\u52a0\u8f7d\u7684\u652f\u6301": 215, "\u8fd9\u5305\u62ec\u7ba1\u7406\u6a21\u578b\u548c\u4f18\u5316\u5668\u4e4b\u95f4\u7684\u5168\u9650\u5b9a\u540d\u79f0": 215, "\u6620\u5c04": 215, "\u4ee5\u53ca\u4e3a": 215, "\u63d0\u4f9b\u7684\u5e76\u884c\u6027\u8bbe\u7f6e\u9ed8\u8ba4\u53c2\u6570": 215, "\u5728\u51e0\u4e2a\u91cd\u8981\u65b9\u9762\u6709\u6240\u4e0d\u540c": 215, "\u5b83\u4e3a\u6bcf\u4e2a\u68c0\u67e5\u70b9\u751f\u6210\u591a\u4e2a\u6587\u4ef6": 215, "\u81f3\u5c11\u4e00\u4e2a": 215, "\u5b83\u5c31\u5730\u64cd\u4f5c": 215, "\u8fd9\u610f\u5473\u7740\u6a21\u578b\u5e94\u8be5\u9996\u5148\u5206\u914d\u5176\u6570\u636e": 215, "\u4f7f\u7528\u8be5\u5b58\u50a8\u800c\u4e0d\u662f\u521b\u5efa\u65b0\u7684\u5b58\u50a8": 215, "\u672c\u6559\u7a0b\u4e2d\u7684\u4ee3\u7801\u5728": 215, "\u670d\u52a1\u5668\u4e0a\u8fd0\u884c": 215, "\u4f46\u53ef\u4ee5\u8f7b\u677e\u5730\u63a8\u5e7f\u5230\u5176\u4ed6\u73af\u5883": 215, "\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u4e00\u4e2a\u7528": 215, "\u5305\u88c5\u7684\u73a9\u5177\u6a21\u578b\u8fdb\u884c\u6f14\u793a": 215, "\u8fd9\u4e9b": 215, "\u548c\u903b\u8f91\u53ef\u4ee5\u5e94\u7528\u4e8e\u66f4\u5927\u7684\u6a21\u578b\u8fdb\u884c\u68c0\u67e5\u70b9\u4fdd\u5b58": 215, "\u8ba9\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u73a9\u5177\u6a21\u5757": 215, "\u7528": 215, "\u5305\u88c5\u5b83": 215, "\u7528\u4e00\u4e9b\u865a\u62df\u8f93\u5165\u6570\u636e\u5bf9\u5176\u8fdb\u884c\u8bad\u7ec3": 215, "\u7136\u540e\u4fdd\u5b58\u5b83": 215, "get_state_dict": 215, "\u521d\u59cb\u5316\u8fdb\u7a0b\u7ec4": 215, "run_fsdp_checkpoint_save_exampl": 215, "\u4e0a\u8fd0\u884c\u57fa\u672c\u7684": 215, "\u68c0\u67e5\u70b9\u4fdd\u5b58\u793a\u4f8b": 215, "\u521b\u5efa\u4e00\u4e2a\u6a21\u578b\u5e76\u5c06\u5176\u79fb\u52a8\u5230": 215, "\u4e3a": [215, 245], "\u8fd9\u884c\u4ee3\u7801\u81ea\u52a8\u7ba1\u7406": 215, "\u5e76\u5c06\u9ed8\u8ba4\u72b6\u6001\u5b57\u5178\u7c7b\u578b\u8bbe\u7f6e\u4e3a": 215, "sharded_state_dict": 215, "checkpoint_id": 215, "\u4e2a\u8bbe\u5907\u4e0a\u8fd0\u884c": 215, "\u68c0\u67e5\u70b9\u793a\u4f8b": 215, "\u76ee\u5f55": [215, 237, 246], "\u60a8\u5e94\u8be5\u770b\u5230": 215, "\u4e2a\u68c0\u67e5\u70b9\u6587\u4ef6": 215, "\u4fdd\u5b58\u4e4b\u540e": 215, "\u8ba9\u6211\u4eec\u521b\u5efa\u76f8\u540c\u7684": 215, "\u5e76\u4ece\u5b58\u50a8\u4e2d\u52a0\u8f7d\u4fdd\u5b58\u7684\u72b6\u6001\u5b57\u5178\u5230\u6a21\u578b\u4e2d": 215, "\u60a8\u53ef\u4ee5\u5728\u76f8\u540c\u7684\u4e16\u754c\u5927\u5c0f\u6216\u4e0d\u540c\u7684\u4e16\u754c\u5927\u5c0f\u4e2d\u52a0\u8f7d": 215, "\u60a8\u9700\u8981\u5728\u52a0\u8f7d\u4e4b\u524d\u8c03\u7528": 215, "\u5e76\u5c06\u5176\u4f20\u9012\u7ed9": 215, "\u8fd9\u4e0e": 215, "\u6709\u6839\u672c\u7684\u4e0d\u540c": 215, "\u53ea\u9700\u8981\u52a0\u8f7d\u524d\u7684\u68c0\u67e5\u70b9\u8def\u5f84": 215, "\u6211\u4eec\u9700\u8981\u5728\u52a0\u8f7d\u4e4b\u524d\u63d0\u4f9b": 215, "\u7684\u539f\u56e0\u662f": 215, "\u4f7f\u7528\u6a21\u578b\u72b6\u6001\u5b57\u5178\u4e2d\u9884\u5206\u914d\u7684\u5b58\u50a8\u6765\u4ece\u68c0\u67e5\u70b9\u76ee\u5f55\u52a0\u8f7d": 215, "\u5728\u52a0\u8f7d\u8fc7\u7a0b\u4e2d": 215, "\u4f20\u5165\u7684\u72b6\u6001\u5b57\u5178\u5c06\u88ab\u5c31\u5730\u66f4\u65b0": 215, "\u5728\u52a0\u8f7d\u4e4b\u524d\u9700\u8981\u6a21\u578b\u7684\u5206\u7247\u4fe1\u606f\u4ee5\u652f\u6301\u91cd\u65b0\u5206\u7247": 215, "set_state_dict": 215, "run_fsdp_checkpoint_load_exampl": 215, "\u68c0\u67e5\u70b9\u52a0\u8f7d\u793a\u4f8b": 215, "\u751f\u6210\u6211\u4eec\u5c06\u52a0\u8f7d\u5230\u7684\u72b6\u6001\u5b57\u5178": 215, "\u5728\u52a0\u8f7d\u5b8c\u6210\u540e": 215, "\u5c06\u6211\u4eec\u7684\u72b6\u6001\u5b57\u5178\u8bbe\u7f6e\u5230\u6a21\u578b\u548c\u4f18\u5316\u5668\u4e0a": 215, "optim_state_dict": 215, "\u5982\u679c\u60a8\u60f3\u5728\u975e\u5206\u5e03\u5f0f\u8bbe\u7f6e\u4e2d\u5c06\u4fdd\u5b58\u7684\u68c0\u67e5\u70b9\u52a0\u8f7d\u5230\u975e": 215, "\u5305\u88c5\u7684\u6a21\u578b\u4e2d": 215, "\u53ef\u80fd\u662f\u4e3a\u4e86\u63a8\u7406": 215, "\u60a8\u4e5f\u53ef\u4ee5\u4f7f\u7528": 215, "\u6765\u5b9e\u73b0": 215, "\u4ee5\u5355\u7a0b\u5e8f\u591a\u6570\u636e": 215, "\u98ce\u683c\u4fdd\u5b58\u548c\u52a0\u8f7d\u5206\u5e03\u5f0f": 215, "\u5982\u679c\u6ca1\u6709\u521d\u59cb\u5316\u8fdb\u7a0b\u7ec4": 215, "\u4f1a\u63a8\u65ad\u610f\u56fe\u662f\u4ee5": 215, "\u975e\u5206\u5e03\u5f0f": 215, "\u65b9\u5f0f\u4fdd\u5b58\u6216\u52a0\u8f7d": 215, "\u8fd9\u610f\u5473\u7740\u5b8c\u5168\u5728\u5f53\u524d\u8fdb\u7a0b\u4e2d\u8fdb\u884c": 215, "\u591a\u7a0b\u5e8f\u591a\u6570\u636e\u7684\u5206\u5e03\u5f0f\u68c0\u67e5\u70b9\u652f\u6301\u4ecd\u5728\u5f00\u53d1\u4e2d": 215, "run_checkpoint_load_exampl": 215, "\u521b\u5efa\u975e": 215, "\u5305\u88c5\u7684\u73a9\u5177\u6a21\u578b": 215, "\u7531\u4e8e\u6ca1\u6709\u521d\u59cb\u5316\u8fdb\u7a0b\u7ec4": 215, "\u5c06\u7981\u7528\u4efb\u4f55\u96c6\u4f53\u64cd\u4f5c": 215, "\u8fd0\u884c\u57fa\u672c\u7684": 215, "\u603b\u4e4b": [215, 216, 247], "\u4ee5\u53ca\u5b83\u4eec\u4e0e": 215, "\u7684\u4e0d\u540c\u4e4b\u5904": 215, "\u6211\u4eec\u8fd8\u5b66\u4e60\u4e86\u5982\u4f55\u4f7f\u7528": 215, "\u5728\u72b6\u6001\u5b57\u5178\u751f\u6210\u548c\u52a0\u8f7d\u671f\u95f4\u81ea\u52a8\u7ba1\u7406\u5e76\u884c\u6027\u7279\u5b9a\u7684": 215, "\u548c\u9ed8\u8ba4\u503c": 215, "\u66f4\u591a\u4fe1\u606f": [215, 237, 258], "\u8bf7\u53c2\u9605\u4ee5\u4e0b\u5185\u5bb9": [215, 216], "\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b\u6559\u7a0b": 215, "\u5165\u95e8\u6559\u7a0b": [215, 258], "\u5206\u5e03\u5f0f\u901a\u4fe1\u5305": 216, "\u4e3a\u5206\u5e03\u5f0f\u8bad\u7ec3\u8bbe\u7f6e\u5206\u5e03\u5f0f\u901a\u4fe1\u5668": 216, "\u96c6\u4f53\u901a\u4fe1\u5e93": [216, 248], "\u901a\u4fe1\u5668": 216, "\u53ef\u80fd\u662f\u4e00\u4e2a\u91cd\u5927\u6311\u6218": 216, "\u5bf9\u4e8e\u9700\u8981\u7ec4\u5408\u4e0d\u540c\u5e76\u884c\u6027\u7684\u5de5\u4f5c\u8d1f\u8f7d": 216, "\u7528\u6237\u9700\u8981\u4e3a\u6bcf\u4e2a\u5e76\u884c\u6027\u89e3\u51b3\u65b9\u6848\u624b\u52a8\u8bbe\u7f6e\u548c\u7ba1\u7406": 216, "\u8fd9\u4e2a\u8fc7\u7a0b\u53ef\u80fd\u5f88\u590d\u6742\u4e14\u5bb9\u6613\u51fa\u9519": 216, "\u53ef\u4ee5\u7b80\u5316\u8fd9\u4e2a\u8fc7\u7a0b": 216, "\u4f7f\u5176\u66f4\u6613\u4e8e\u7ba1\u7406\u548c\u51cf\u5c11\u9519\u8bef": 216, "\u662f\u4e00\u4e2a\u7ba1\u7406": 216, "\u7684\u9ad8\u7ea7\u62bd\u8c61": 216, "\u5b83\u5141\u8bb8\u7528\u6237\u8f7b\u677e\u521b\u5efa\u8282\u70b9\u95f4\u548c\u8282\u70b9\u5185\u8fdb\u7a0b\u7ec4": 216, "\u800c\u65e0\u9700\u62c5\u5fc3\u5982\u4f55\u4e3a\u4e0d\u540c\u7684\u5b50\u8fdb\u7a0b\u7ec4\u6b63\u786e\u8bbe\u7f6e\u7b49\u7ea7": 216, "\u7528\u6237\u8fd8\u53ef\u4ee5\u901a\u8fc7": 216, "\u8f7b\u677e\u7ba1\u7406\u591a\u7ef4\u5e76\u884c\u6027\u7684\u5e95\u5c42\u8fdb\u7a0b\u7ec4": 216, "\u5f53\u5904\u7406\u591a\u7ef4\u5e76\u884c\u6027": 216, "\u5e76\u884c": 216, "\u975e\u5e38\u6709\u7528": 216, "\u56e0\u4e3a\u8fd9\u79cd\u60c5\u51b5\u9700\u8981\u5e76\u884c\u6027\u7ec4\u5408": 216, "\u5f53\u60a8\u7684\u5e76\u884c\u6027\u89e3\u51b3\u65b9\u6848\u9700\u8981\u8de8\u4e3b\u673a\u548c\u6bcf\u4e2a\u4e3b\u673a\u5185\u90e8\u8fdb\u884c\u901a\u4fe1\u65f6": 216, "\u4e0a\u56fe\u663e\u793a": 216, "\u7f51\u683c": 216, "\u8fde\u63a5\u6bcf\u4e2a\u4e3b\u673a\u5185\u7684\u8bbe\u5907": 216, "\u5e76\u5728\u540c\u6784\u8bbe\u7f6e\u4e2d\u5c06\u6bcf\u4e2a\u8bbe\u5907\u4e0e\u5176\u4ed6\u4e3b\u673a\u4e0a\u7684\u5bf9\u5e94\u8bbe\u5907\u8fde\u63a5\u8d77\u6765": 216, "\u5982\u679c\u6ca1\u6709": 216, "\u7528\u6237\u5728\u5e94\u7528\u4efb\u4f55\u5e76\u884c\u6027\u4e4b\u524d\u9700\u8981\u624b\u52a8\u8bbe\u7f6e\u6bcf\u4e2a\u8fdb\u7a0b\u4e0a\u7684": 216, "\u901a\u4fe1\u5668\u548c": 216, "\u8fd9\u53ef\u80fd\u76f8\u5f53\u590d\u6742": 216, "\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u8bf4\u660e\u4e86\u5982\u4f55\u5728\u6ca1\u6709": 216, "\u7684\u60c5\u51b5\u4e0b\u8bbe\u7f6e\u6df7\u5408\u5206\u7247": 216, "\u5e76\u884c\u6a21\u5f0f": 216, "\u6211\u4eec\u9700\u8981\u624b\u52a8\u8ba1\u7b97\u5206\u7247\u7ec4\u548c\u590d\u5236\u7ec4": 216, "\u6211\u4eec\u9700\u8981\u4e3a\u6bcf\u4e2a\u7b49\u7ea7\u5206\u914d\u6b63\u786e\u7684\u5206\u7247\u548c\u590d\u5236\u7ec4": 216, "\u4e86\u89e3\u4e16\u754c\u62d3\u6251": 216, "\u4e0a\u8fd0\u884c\u793a\u4f8b": 216, "\u4e16\u754c\u5927\u5c0f\u4e3a": 216, "\u521b\u5efa\u8fdb\u7a0b\u7ec4\u4ee5\u7ba1\u7406": 216, "\u7c7b\u4f3c\u7684\u5e76\u884c\u6a21\u5f0f": 216, "\u521b\u5efa\u5206\u7247\u7ec4": 216, "\u5e76\u4e3a\u6bcf\u4e2a\u7b49\u7ea7\u5206\u914d\u6b63\u786e\u7684\u5206\u7247\u7ec4": 216, "num_node_devic": 216, "shard_rank_list": 216, "shard_group": 216, "current_shard_group": 216, "\u521b\u5efa\u590d\u5236\u7ec4": 216, "\u5e76\u4e3a\u6bcf\u4e2a\u7b49\u7ea7\u5206\u914d\u6b63\u786e\u7684\u590d\u5236\u7ec4": 216, "current_replicate_group": 216, "shard_factor": 216, "replicate_group_rank": 216, "replicate_group": 216, "\u8981\u8fd0\u884c\u4e0a\u9762\u7684\u4ee3\u7801\u7247\u6bb5": 216, "\u6211\u4eec\u53ef\u4ee5\u5229\u7528": 216, "\u8ba9\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a": 216, "2d_setup": 216, "\u7684\u6587\u4ef6": 216, "\u8fd0\u884c\u4ee5\u4e0b": [216, 258], "\u547d\u4ee4": 216, "\u4e3a\u4e86\u7b80\u5316\u6f14\u793a": 216, "\u6211\u4eec\u4ec5\u4f7f\u7528\u4e00\u4e2a\u8282\u70b9\u6a21\u62df": 216, "\u6b64\u4ee3\u7801\u7247\u6bb5\u4e5f\u53ef\u7528\u4e8e\u591a\u4e3b\u673a\u8bbe\u7f6e": 216, "\u501f\u52a9": 216, "\u6211\u4eec\u53ef\u4ee5\u4ec5\u7528\u4e24\u884c\u4ee3\u7801\u5b8c\u6210\u4e0a\u8ff0": 216, "\u5e76\u4e14\u5982\u679c\u9700\u8981": 216, "\u6211\u4eec\u4ecd\u7136\u53ef\u4ee5\u8bbf\u95ee\u5e95\u5c42\u7684": 216, "mesh_dim_nam": 216, "\u7528\u6237\u53ef\u4ee5\u901a\u8fc7": [216, 222], "get_group": 216, "\u8bbf\u95ee\u5e95\u5c42\u8fdb\u7a0b\u7ec4": 216, "mesh_dim": 216, "2d_setup_with_device_mesh": 216, "\u6df7\u5408\u5206\u7247\u6570\u636e\u5e76\u884c": 216, "\u662f\u4e00\u79cd": 216, "\u7b56\u7565": 216, "\u5728\u4e3b\u673a\u5185\u6267\u884c": 216, "\u5728\u4e3b\u673a\u95f4\u6267\u884c": 216, "\u8ba9\u6211\u4eec\u770b\u4e00\u4e2a\u793a\u4f8b": 216, "\u8bf4\u660e": 216, "\u5982\u4f55\u5e2e\u52a9\u5c06": 216, "\u5e94\u7528\u5230\u60a8\u7684\u6a21\u578b": 216, "\u4f7f\u7528\u7b80\u5355\u7684\u8bbe\u7f6e": 216, "\u7528\u6237\u65e0\u9700\u624b\u52a8\u521b\u5efa\u548c\u7ba1\u7406\u5206\u7247\u7ec4\u548c\u590d\u5236\u7ec4": 216, "meshshap": 216, "hybrid_shard": 216, "\u6211\u4eec\u5df2\u7ecf\u4e86\u89e3\u4e86": 216, "\u4ee5\u53ca\u5982\u4f55": 216, "\u4f7f\u7528\u5b83\u4eec\u6765\u63cf\u8ff0\u96c6\u7fa4\u4e2d\u8bbe\u5907\u7684\u5e03\u5c40": 216, "\u6b32\u4e86\u89e3\u66f4\u591a\u4fe1\u606f": 216, "\u5c06\u5f20\u91cf": 216, "\u5e8f\u5217\u5e76\u884c\u4e0e": 216, "\u7ed3\u5408\u7684": 216, "\u7684\u53ef\u7ec4\u5408": 216, "\u5206\u5e03\u5f0f": [216, 217], "\u7684\u5206\u5e03\u5f0f\u4f18\u5316\u5668\u5728": 217, "\u4e2d\u4f5c\u4e3a": 217, "\u529f\u80fd\u5f15\u5165": 217, "\u6b64": 217, "\u53ef\u80fd\u4f1a\u53d1\u751f\u53d8\u5316": 217, "\u7684\u5206\u5e03\u5f0f\u4f18\u5316\u5668\u7684\u9ad8\u7ea7\u6982\u5ff5\u53ca\u5176\u5e26\u6765\u7684\u529f\u80fd": 217, "\u6846\u67b6\u5165\u95e8": 217, "\u63a5\u53d7\u4e00\u4e2a\u8fdc\u7a0b\u53c2\u6570\u5217\u8868": 217, "\u5e76\u5728\u53c2\u6570\u6240\u5728\u7684\u5de5\u4f5c\u8282\u70b9\u4e0a\u672c\u5730\u8fd0\u884c\u4f18\u5316\u5668": 217, "\u5b83\u901a\u5e38\u4e0e\u5206\u5e03\u5f0f": 217, "\u4e00\u8d77\u4f7f\u7528": [217, 255], "\u7528\u4e8e\u6a21\u578b\u5e76\u884c\u8bad\u7ec3": 217, "\u5b83\u53ef\u4ee5\u4f7f\u7528\u4efb\u4f55\u672c\u5730\u4f18\u5316\u5668\u7b97\u6cd5": 217, "\u65e0\u8bba\u662f": 217, "\u4e2d\u9884\u5b9a\u4e49\u7684\u7b97\u6cd5\u8fd8\u662f\u81ea\u5b9a\u4e49\u7684\u7b97\u6cd5": 217, "\u5728\u6bcf\u4e2a\u5de5\u4f5c\u8282\u70b9\u4e0a\u5e94\u7528\u68af\u5ea6": 217, "\u5206\u5e03\u5f0f\u4f18\u5316\u5668\u5728\u5206\u5e03\u5f0f\u6a21\u578b\u5e76\u884c\u8bad\u7ec3\u4e2d\u88ab\u5e7f\u6cdb\u4f7f\u7528": 217, "\u5728\u4e00\u4e9b\u5e38\u89c1\u7528\u4f8b\u4e2d": 217, "\u7531\u4e8e\u6027\u80fd\u8003\u8651\u548c\u8d44\u6e90\u5229\u7528": 217, "\u8bad\u7ec3\u9700\u8981\u4ee5\u591a\u7ebf\u7a0b\u65b9\u5f0f\u8fdb\u884c": 217, "\u800c\u4e0d\u662f\u591a\u8fdb\u7a0b\u65b9\u5f0f": 217, "\u6216\u81f3\u5c11\u90e8\u5206\u591a\u7ebf\u7a0b": 217, "\u4f8b\u5982\u53c2\u6570\u670d\u52a1\u5668\u6258\u7ba1\u90e8\u5206\u6a21\u578b\u548c\u53c2\u6570": 217, "\u65b0\u7ebf\u7a0b\u6839\u636e\u8bf7\u6c42\u66f4\u65b0\u53c2\u6570": 217, "\u672c\u8eab\u7531\u4e8e": 217, "\u7684\u5168\u5c40\u89e3\u91ca\u5668\u9501": 217, "\u800c\u4e0d\u652f\u6301\u539f\u751f\u591a\u7ebf\u7a0b\u8bad\u7ec3": 217, "\u4f46\u5b83\u53ef\u4ee5\u5229\u7528": 217, "\u6765\u6446\u8131": 217, "\u5e76\u4ee5\u591a\u7ebf\u7a0b\u65b9\u5f0f\u8fd0\u884c\u6a21\u578b": 217, "\u5bf9\u4e8e\u5173\u952e\u7684\u6a21\u578b\u8bad\u7ec3\u5de5\u4f5c\u8d1f\u8f7d": 217, "\u63d0\u9ad8\u8bad\u7ec3\u6027\u80fd\u662f\u4e00\u4e2a\u91cd\u8981\u8bdd\u9898": 217, "\u7814\u7a76\u4eba\u5458\u7ecf\u5e38\u5e0c\u671b\u901a\u8fc7\u56fe\u8868\u793a\u5b9e\u73b0\u4e0d\u540c\u7684\u4f18\u5316\u7b56\u7565": 217, "\u4f8b\u5982\u901a\u8fc7\u7b97\u5b50\u878d\u5408": 217, "\u6216\u5b9e\u73b0\u81ea\u5b9a\u4e49\u7b97\u5b50\u5185\u6838\u4ee5\u52a0\u901f\u8bad\u7ec3": 217, "\u7684\u5206\u5e03\u5f0f\u4f18\u5316\u5668\u53ef\u4ee5\u5e2e\u52a9\u6446\u8131": 217, "\u4ece\u800c\u63d0\u9ad8": 217, "\u5728\u591a\u7ebf\u7a0b\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6027\u80fd": 217, "\u5b83\u8fd8\u89e3\u9501\u4e86\u4f7f\u7528": 217, "\u63d0\u4f9b\u7684\u9ad8\u7ea7\u7f16\u8bd1\u5668\u6280\u672f": 217, "\u878d\u5408": 217, "\u6765\u8fdb\u4e00\u6b65\u63d0\u5347\u6027\u80fd\u7684\u6f5c\u529b": 217, "\u4ee5\u4e0b\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u57fa\u4e8e\u73b0\u6709\u7684\u672c\u5730\u4f18\u5316\u5668\u5b9e\u73b0\u7f16\u5199\u81ea\u5b9a\u4e49\u5206\u5e03\u5f0f\u4f18\u5316\u5668": 217, "\u4ece\u800c\u89e3\u9501": 217, "\u7684\u4f18\u52bf": 217, "\u79fb\u9664\u548c\u6027\u80fd\u6539\u8fdb\u673a\u4f1a": 217, "\u5047\u8bbe\u60a8\u5df2\u7ecf\u6709\u4e00\u4e2a\u5728\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7684\u672c\u5730\u4f18\u5316\u5668": 217, "\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d": [217, 257], "\u51c6\u8d85\u66f2\u9762\u52a8\u91cf": 217, "qhm": 217, "qhoptim": 217, "e81dea3f2765780cf4fbb90b87b22ba7604b8625": 217, "pyt": 217, "l12": 217, "\u6765\u5c55\u793a\u5982\u4f55\u542f\u7528": 217, "\u8fd9\u4e5f\u9002\u7528\u4e8e\u4efb\u4f55\u7ee7\u627f\u81ea": 217, "\u7684\u81ea\u5b9a\u4e49\u4f18\u5316\u5668": 217, "\u6211\u4eec\u9700\u8981\u5c06\u8ba1\u7b97\u548c\u72b6\u6001\u7ba1\u7406\u4ece\u4f18\u5316\u5668\u5b9e\u73b0\u4e2d\u5206\u79bb\u51fa\u6765": 217, "\u8fd9\u6837\u6211\u4eec\u5c31\u53ef\u4ee5\u63d0\u53d6\u8ba1\u7b97\u90e8\u5206\u5e76\u5c06\u5176\u53d8\u6210\u4e00\u4e2a\u72ec\u7acb\u51fd\u6570": 217, "\u8fd9\u5bf9": 217, "\u53cb\u597d": 217, "\u8fd9\u6709\u4e24\u4e2a\u597d\u5904": 217, "\u8ba1\u7b97\u903b\u8f91\u53d8\u5f97\u66f4\u5bb9\u6613\u68c0\u67e5": 217, "\u6211\u4eec\u53ef\u4ee5\u5feb\u901f\u5c06\u53c2\u6570\u66f4\u65b0": 217, "\u8ba1\u7b97\u90e8\u5206\u8f6c\u6362\u4e3a": 217, "\u5e76\u5229\u7528": 217, "\u8fdb\u884c\u8fdb\u4e00\u6b65\u4f18\u5316": 217, "\u7b97\u5b50\u878d\u5408\u7b49": 217, "\u5206\u5e03\u5f0f\u4f18\u5316\u5668\u5e95\u5c42\u4f7f\u7528\u4e0d\u540c\u7684\u673a\u5236\u6765\u83b7\u53d6\u68af\u5ea6\u548c\u66f4\u65b0\u53c2\u6570": 217, "\u6211\u4eec\u5355\u72ec\u5b58\u50a8\u68af\u5ea6": 217, "\u800c\u4e0d\u662f\u5728\u53cd\u5411\u4f20\u64ad\u671f\u95f4\u76f4\u63a5\u586b\u5145": 217, "\u5b57\u6bb5": 217, "\u5206\u79bb\u8ba1\u7b97\u5141\u8bb8\u5206\u5e03\u5f0f\u4f18\u5316\u5668\u5728\u591a\u7ebf\u7a0b\u6a21\u5f0f\u4e0b\u8fdb\u884c\u4f18\u5316\u5668\u66f4\u65b0": 217, "\u56e0\u4e3a\u5b83\u6d88\u9664\u4e86\u5bf9": 217, "\u7684\u53ef\u80fd\u7ade\u4e89\u6761\u4ef6": 217, "qhm_updat": 217, "dp_list": 217, "momentum_buffer_list": 217, "nu": [217, 264], "weight_decay_typ": 217, "d_p": 217, "momentum_buff": 217, "\u6211\u4eec\u5c06\u5b9a\u4e49\u4e00\u4e2a\u652f\u6301": 217, "\u7684\u5206\u5e03\u5f0f\u51fd\u6570\u5f0f\u4f18\u5316\u5668\u6765\u7ba1\u7406\u4f18\u5316\u5668\u72b6\u6001": 217, "\u5e76\u8c03\u7528\u6211\u4eec\u4e0a\u9762\u5b9a\u4e49\u7684\u517c\u5bb9": 217, "\u7684\u66f4\u65b0\u51fd\u6570": 217, "\u4e0e\u666e\u901a\u81ea\u5b9a\u4e49\u4f18\u5316\u5668\u76f8\u6bd4": 217, "\u6709\u51e0\u4e2a\u7ea6\u5b9a\u4e0d\u540c": 217, "\u6211\u4eec\u4e0d\u7ee7\u627f": 217, "\u4e0d\u652f\u6301\u591a\u6001": 217, "\u63a5\u53d7\u68af\u5ea6\u5217\u8868\u800c\u4e0d\u662f\u635f\u5931\u95ed\u5305": 217, "\u5c06\u5176\u5b9a\u4e49\u4e3a": 217, "functionalqhm": 217, "\u6211\u4eec\u8fd9\u91cc\u53ea\u6709\u4e00\u4e2a\u53c2\u6570\u7ec4": 217, "\u4e0d\u5141\u8bb8\u7528\u6237\u6dfb\u52a0\u989d\u5916\u7684\u53c2\u6570\u7ec4": 217, "\u56e0\u4e3a\u8fd9\u4e0d\u662f\u5e38\u89c1\u7528\u4f8b": 217, "params_with_grad": 217, "\u4f20\u5165\u7684\u68af\u5ea6\u6570\u91cf\u4e0e\u53c2\u6570\u6570\u91cf\u4e0d\u76f8\u7b49": 217, "\u53c2\u6570\u957f\u5ea6": 217, "\u68af\u5ea6\u957f\u5ea6": 217, "preserve_format": 217, "\u8c03\u7528\u6211\u4eec\u521a\u521a\u5b9a\u4e49\u7684\u66f4\u65b0\u51fd\u6570": 217, "\u6211\u4eec\u5c06\u65b0\u5b9a\u4e49\u7684\u5206\u5e03\u5f0f\u51fd\u6570\u5f0f\u4f18\u5316\u5668\u6ce8\u518c\u5230": 217, "functional_optim_map": 217, "\u8fd9\u6837": [217, 241], "\u5c31\u4f1a\u5c1d\u8bd5\u4f7f\u7528\u6211\u4eec\u7684\u81ea\u5b9a\u4e49\u5b9e\u73b0": 217, "\u800c\u4e0d\u662f\u9884\u5b9a\u4e49\u7684\u9ed8\u8ba4\u5b9e\u73b0": 217, "\u60a8\u53ef\u4ee5\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d\u6b63\u5e38\u4f7f\u7528": 217, "\u53ea\u9700\u5c06\u5176\u4f20\u9012\u7ed9": 217, "remote_params_list": 217, "dist_optim": 217, "\u5c06\u81ea\u52a8\u5728\u5e95\u5c42\u5c06": 217, "\u4f18\u5316\u5668\u8f6c\u6362\u4e3a": 217, "\u5e76\u542f\u7528": 217, "\u8fd9\u5c06\u89e3\u9501\u591a\u7ebf\u7a0b\u8bad\u7ec3\u5e26\u6765\u7684\u6027\u80fd\u63d0\u5347": 217, "\u5e76\u4e3a\u8fdb\u4e00\u6b65\u6539\u8fdb\u63d0\u4f9b\u66f4\u591a\u6f5c\u529b": 217, "\u878d\u5408\u7b49": 217, "\u5927\u591a\u6570": 217, "\u5185\u7f6e\u4f18\u5316\u5668\u5df2\u7ecf\u4f7f\u7528\u8fd9\u79cd\u65b9\u6cd5\u6765\u52a0\u901f\u5206\u5e03\u5f0f\u8bad\u7ec3": 217, "\u5982\u679c\u60a8\u770b\u5230\u6709\u5173\u67d0\u4e9b\u4f18\u5316\u5668\u5c1a\u672a\u8f6c\u6362\u7684\u8b66\u544a": 217, "\u60a8\u53ef\u4ee5\u6309\u7167\u672c\u6559\u7a0b\u7f16\u5199\u81ea\u5df1\u7684\u8f6c\u6362": 217, "annotatedconvbnrelumodel": [219, 224], "prepare_sav": 219, "torchscript_model": [219, 224, 225, 226, 254], "torchscript_model_optim": [219, 224, 225, 226], "model_fus": 219, "bnrelu2d": 219, "build_pytorch_mobil": [219, 223, 224], "dbuild_binari": [219, 224], "input_typ": [219, 224], "6189": 219, "575": 219, "6216": 219, "sunita": 220, "nadamp": 220, "graviton": [220, 252], "\u662f\u4e00\u7cfb\u5217\u7531aws\u8bbe\u8ba1\u7684\u57fa\u4e8earm\u7684\u5904\u7406\u5668": 220, "graviton3\u5904\u7406\u5668\u9488\u5bf9\u673a\u5668\u5b66\u4e60": 220, "\u5de5\u4f5c\u8d1f\u8f7d\u8fdb\u884c\u4e86\u4f18\u5316": 220, "\u5305\u62ec\u652f\u6301": 220, "\u53ef\u6269\u5c55\u5411\u91cf\u6269\u5c55": 220, "sve": 220, "\u4ee5\u53ca\u6bd4graviton2\u9ad8\u4e24\u500d\u7684\u5355\u6307\u4ee4\u591a\u6570\u636e": 220, "simd": 220, "\u5e26\u5bbd": 220, "pytorch\u4e3a\u673a\u5668\u5b66\u4e60\u7b97\u5b50": 220, "\u5982\u5377\u79ef": [220, 248], "\u77e9\u9635\u4e58\u6cd5": [220, 248], "relu\u7b49": 220, "\u63d0\u4f9b\u4e86\u539f\u751f\u53c2\u8003aten\u5185\u6838": 220, "\u8fd9\u4e9b\u7b97\u5b50\u53ef\u4ee5\u901a\u8fc7\u6765\u81ea\u57fa\u672c\u7ebf\u6027\u4ee3\u6570": 220, "bla": 220, "\u5e93\u7684\u7279\u5b9a\u4e8e\u5e73\u53f0\u7684\u5185\u6838\u5b9e\u73b0\u8fdb\u884c\u52a0\u901f": 220, "\u5728aw": 220, "cpu\u4e0a": 220, "mkldnn\u4e0earm": 220, "acl": 220, "\u5e93\u4e3a\u4e00\u90e8\u5206\u7b97\u5b50\u63d0\u4f9b\u4e86\u4f18\u5316\u5b9e\u73b0": 220, "\u4ecepytorch": 220, "0\u7248\u672c\u5f00\u59cb": 220, "\u8fd9\u4e24\u4e2a\u5e93\u90fd\u96c6\u6210\u5230\u4e86pytorch\u4e2d": 220, "\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u901a\u8fc7": 220, "\u5185\u6838\u548c\u6b63\u786e\u7684\u540e\u7aef\u9009\u62e9": 220, "graviton3": 220, "c7g\u5b9e\u4f8b": 220, "\u4e0a\u5b9e\u73b0\u7ebf\u6027\u5c42\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u4f73\u63a8\u7406\u6027\u80fd": 220, "\u4f7f\u7528bfloat16\u5feb\u901f\u6570\u5b66\u5185\u6838\u52a0\u901f\u63a8\u7406": 220, "\u5bf9\u4e8e\u8f83\u5c0f\u7684\u6279\u6b21\u7ef4\u5ea6": 220, "\u4f7f\u7528openblas\u63d0\u9ad8\u63a8\u7406\u6027\u80fd": 220, "\u4f7f\u7528linux\u900f\u660e\u5927\u9875\u4f18\u5316\u5185\u5b58\u5206\u914d\u5f00\u9500": 220, "\u603b\u7ed3": 220, "\u8981\u6210\u529f\u8fd0\u884c\u672c\u6559\u7a0b\u5e76\u91cd\u73b0\u4e0b\u9762\u663e\u793a\u7684\u52a0\u901f\u6570\u5b57": 220, "\u60a8\u9700\u8981\u6765\u81eagraviton3\u7cfb\u5217": 220, "c7g": 220, "r7g": 220, "m7g": 220, "\u7684\u786c\u4ef6\u5b9e\u4f8b": 220, "4vcpu": 220, "\u5b9e\u4f8b": [220, 227, 231, 246], "pytorch\u539f\u751f\u652f\u6301aw": 220, "graviton3\u4f18\u5316": 220, "\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f\u8bf7\u53c2\u9605\u6b64": 220, "\u535a\u5ba2": 220, "\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5pytorch": 220, "\u6211\u4eec\u5c06\u4ece\u5bfc\u5165\u6240\u9700\u7684\u4f9d\u8d56\u9879\u5e76\u5b9a\u4e49\u5c06\u5728\u5176\u4e0a\u8fd0\u884c\u7684\u8bbe\u5907\u5f00\u59cb": 220, "\u9274\u4e8e\u7ebf\u6027\u5c42\u662f\u8bb8\u591a\u795e\u7ecf\u7f51\u7edc": 220, "\u5305\u62ectransform": 220, "\u7684\u6838\u5fc3": 220, "\u6211\u4eec\u5728\u6b64\u6f14\u793a\u4e2d\u4f7f\u7528\u7ebf\u6027\u5c42": 220, "\u6211\u4eec\u901a\u8fc7\u5b50\u7c7b\u5316": 220, "\u4e2d\u521d\u59cb\u5316\u5c42\u6765\u5b9a\u4e49\u6211\u4eec\u7684\u795e\u7ecf\u7f51\u7edc": 220, "\u6211\u4eec\u4f7f\u7528\u5178\u578b\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b\u53c2\u6570\u6784\u5efa\u7f51\u7edc": 220, "\u4ee5\u5339\u914d\u771f\u5b9e\u4e16\u754c\u573a\u666f": 220, "myneuralnetwork": 220, "11008": 220, "\u8ba9\u6211\u4eec\u521b\u5efa\u4e00\u4e2a": [220, 239, 245], "\u5e76\u5c06\u5176\u79fb\u52a8\u5230\u8bbe\u5907\u4e0a": 220, "\u8ba9\u6211\u4eec\u901a\u8fc7\u5c06\u5b83\u4eec\u4f20\u9012\u7ed9": 220, "\u6a21\u5757\u7684\u5b9e\u4f8b\u6765\u83b7\u53d6\u9884\u6d4b\u6982\u7387": 220, "\u8f93\u51fa": 220, "\u6211\u4eec\u5df2\u9a8c\u8bc1\u4e86\u7f51\u7edc\u529f\u80fd": 220, "\u6211\u4eec\u5c06\u5206\u6790\u6027\u80fd": 220, "\u8ba9\u6211\u4eec\u68c0\u67e5\u4e24\u79cd\u4e0d\u540c\u7684\u60c5\u51b5": 220, "\u5c0f\u6279\u6b21\u7ef4\u5ea6\u548c\u5927\u6279\u6b21\u7ef4\u5ea6": 220, "\u60c5\u51b51": 220, "\u8f83\u5927\u7684\u6279\u6b21\u7ef4\u5ea6": 220, "\u4f8b\u5982256": 220, "\u9996\u5148\u8fdb\u884c\u9884\u70ed": 220, "\u5e76\u5faa\u73af\u591a\u6b21\u4ee5\u83b7\u5f97\u8db3\u591f\u7684\u6267\u884c\u65f6\u95f4": 220, "mymodel_infer": 220, "\u4f7f\u7528\u9ed8\u8ba4pytorch\u914d\u7f6e\u65f6\u7684\u5206\u6790\u5668\u8f93\u51fa\u5982\u4e0b": 220, "813": 220, "255m": 220, "177": 220, "032m": 220, "160u": 220, "162": [220, 232], "054m": 220, "540": 220, "180u": 220, "738m": 220, "201": 220, "955m": 220, "985": 220, "282m": 220, "421m": 220, "043m": 220, "810u": 220, "356m": 220, "179": 220, "388m": 220, "896": 220, "940u": 220, "graviton3\u5904\u7406\u5668\u652f\u6301": 220, "mmla\u6307\u4ee4": 220, "\u4e3aaw": 220, "graviton\u5904\u7406\u5668\u63d0\u4f9b\u4e86\u4f18\u5316\u7684": 220, "\u901a\u7528\u77e9\u9635\u4e58\u6cd5": 220, "\u5185\u6838": [220, 234, 252], "\u5e76\u4ecepytorch": 220, "0\u7248\u672c\u5f00\u59cb\u901a\u8fc7mkldnn\u540e\u7aef\u96c6\u6210\u5230pytorch\u4e2d": 220, "\u53ef\u4ee5\u4f7f\u7528\u5feb\u901f\u6570\u5b66gemm\u5185\u6838\u4f18\u5316\u63a8\u7406\u6027\u80fd": 220, "\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u4e0d\u542f\u7528\u5feb\u901f\u6570\u5b66\u6a21\u5f0f": 220, "\u56e0\u4e3a\u8fd9\u4e9b\u5185\u6838\u4ee5": 220, "\u7cbe\u5ea6\u800c\u4e0d\u662f": 220, "\u6267\u884cgemm": 220, "\u56e0\u6b64\u4f1a\u5bfc\u81f4\u6a21\u578b\u63a8\u7406\u7cbe\u5ea6\u7565\u6709\u4e0b\u964d": 220, "\u7cbe\u5ea6\u4e0b\u964d\u5728": 220, "\u6d4b\u8bd5\u5957\u4ef6\u4e2d\u4e3a": 220, "\u540e\u7aef\u5b9a\u4e49\u7684": 220, "\u4f59\u5f26\u76f8\u4f3c\u5ea6": 220, "\u9608\u503c\u8303\u56f4\u5185": 220, "\u56e0\u6b64\u5bf9\u5927\u591a\u6570\u5e94\u7528\u7a0b\u5e8f\u6765\u8bf4\u662f\u53ef\u4ee5\u63a5\u53d7\u7684": 220, "\u8981\u542f\u7528\u5feb\u901f\u6570\u5b66gemm\u5185\u6838": 220, "\u8bf7\u8bbe\u7f6e\u4ee5\u4e0b\u73af\u5883\u53d8\u91cf": 220, "dnnl_default_fpmath_mod": 220, "\u5f53\u60a8\u8fd0\u884c\u4e0a\u8ff0\u63a8\u7406\u811a\u672c\u65f6": 220, "\u5e94\u8be5\u4f1a\u770b\u5230\u542f\u7528mkldnn\u5feb\u901f\u6570\u5b66\u6a21\u5f0f\u540e\u7684\u5206\u6790\u5668\u8f93\u51fa": 220, "943": 220, "052": 220, "507m": 220, "167": 220, "653m": 220, "838": 220, "265u": 220, "107": 220, "593m": 220, "358": 220, "643u": 220, "167m": 220, "262": 220, "911m": 220, "060": 220, "533m": 220, "414m": 220, "892m": 220, "307u": 220, "281m": 220, "934m": 220, "670u": 220, "\u8fd9\u6bd4\u9ed8\u8ba4\u914d\u7f6e\u5feb\u7ea6": 220, "2\u500d": 220, "\u8ba9\u6211\u4eec\u770b\u770b\u8f83\u5c0f\u6279\u6b21\u7ef4\u5ea6\u7684\u60c5\u51b5": 220, "\u573a\u666f": 220, "\u8f83\u5c0f\u7684\u6279\u91cf\u7ef4\u5ea6": 220, "\u9884\u70ed": [220, 239], "\u9ed8\u8ba4\u914d\u7f6e\u8fd0\u884c\u4e0a\u8ff0\u811a\u672c\u65f6": 220, "\u60a8\u5e94\u8be5\u4f1a\u770b\u5230\u4ee5\u4e0b": 220, "\u81ea\u8eab": 220, "\u603b\u8ba1": 220, "094": 220, "\u4ee5\u4e0b\u662f\u542f\u7528": 220, "\u5feb\u901f\u6570\u5b66\u6a21\u5f0f\u65f6\u7684": 220, "\u5feb\u901f\u6570\u5b66\u6a21\u5f0f\u4e3a\u8f83\u5c0f\u7684\u6279\u91cf\u7ef4\u5ea6\u63d0\u4f9b\u4e86\u5927\u7ea6": 220, "47x": 220, "\u7684\u6027\u80fd\u63d0\u5347": 220, "\u5c3d\u7ba1\u6027\u80fd\u63d0\u5347\u660e\u663e": 220, "\u4f46\u6574\u4f53\u4ecd\u6709\u63d0\u5347\u7a7a\u95f4": 220, "\u56e0\u4e3a\u6765\u81ea": 220, "\u540e\u7aef\u7684\u8fd0\u884c\u65f6\u5f00\u9500": 220, "\u6743\u91cd\u91cd\u6392\u548c\u5185\u6838\u542f\u52a8\u65f6\u95f4": 220, "\u8d85\u8fc7\u4e86": 220, "\u5185\u6838\u5bf9\u8f83\u5c0f\u6279\u91cf\u8ba1\u7b97\u7684\u8ba1\u7b97\u4f18\u52bf": 220, "\u53ef\u4ee5\u901a\u8fc7\u5c06\u8f83\u5c0f\u7684\u5f62\u72b6\u4ece": 220, "\u5378\u8f7d\u5230": 220, "\u540e\u7aef\u6765\u63d0\u9ad8\u8f83\u5c0f\u6279\u91cf\u7ef4\u5ea6\u7684\u63a8\u7406\u6027\u80fd": 220, "\u6211\u4eec\u6b63\u5728\u52aa\u529b\u4e3a\u672a\u6765\u7248\u672c\u5b9e\u73b0\u81ea\u52a8\u5316\u7684\u540e\u7aef\u9009\u62e9": 220, "\u5e76\u5177\u6709\u5065\u58ee\u7684\u542f\u53d1\u5f0f\u7b97\u6cd5": 220, "\u5728\u5b9e\u73b0\u542f\u53d1\u5f0f\u7b97\u6cd5\u4e4b\u524d": 220, "\u53ef\u4ee5\u901a\u8fc7\u589e\u52a0": 220, "\u540e\u7aef\u9009\u62e9\u7684\u9608\u503c\u5c06\u8f83\u5c0f\u7684\u5f62\u72b6\u5378\u8f7d\u5230": 220, "\u5728\u4ee5\u4e0b\u793a\u4f8b\u4e2d": 220, "\u4f5c\u4e3a\u9608\u503c": 220, "\u56e0\u6b64\u6279\u91cf\u7ef4\u5ea6\u4e3a": 220, "\u7684\u8f93\u5165\u4e0d\u4f1a\u5206\u6d3e\u5230": 220, "\u76f8\u53cd": [220, 240], "\u5b83\u4f1a\u88ab\u5206\u6d3e\u5230": 220, "torch_mkldnn_matmul_min_dim": 220, "\u4ee5\u4e0b\u662f\u4f7f\u7528": 220, "\u540e\u7aef\u65f6\u7684": 220, "034": 220, "\u5982\u60a8\u6240\u89c1": [220, 235], "\u5207\u6362\u5230": 220, "\u5c06\u6027\u80fd\u63d0\u9ad8\u4e86\u4e00\u500d": 220, "\u4e0e\u9ed8\u8ba4\u7684": [220, 248], "\u540e\u7aef\u914d\u7f6e\u76f8\u6bd4": 220, "\u5bf9\u4e8e\u66f4\u5c0f\u7684\u6279\u91cf\u7ef4\u5ea6": 220, "\u4f8b\u5982\u6279\u91cf\u7ef4\u5ea6\u4e3a": 220, "\u8fd9\u4e00\u70b9\u66f4\u52a0\u663e\u8457": 220, "\u8fd9\u91cc\u6211\u4eec\u89c2\u5bdf\u5230\u901a\u8fc7\u9002\u5f53\u8c03\u6574\u540e\u7aef\u9608\u503c": 220, "\u6027\u80fd\u63d0\u9ad8\u4e863": 220, "\u6211\u4eec\u8fd8\u89c2\u5bdf\u5230": 220, "\u5bf9\u4e8e\u8fd9\u4e9b\u8f83\u5927\u7684\u7f51\u7edc": 220, "\u5f20\u91cf\u5185\u5b58\u5206\u914d\u5360\u63a8\u7406\u5ef6\u8fdf\u7684\u5f88\u5927\u4e00\u90e8\u5206": 220, "\u8fd9\u53ef\u4ee5\u901a\u8fc7\u4ecepytorch": 220, "c10\u5185\u5b58\u5206\u914d\u5668": 220, "\u542f\u7528": 220, "\u6765\u4f18\u5316": 220, "\u76ee\u524d": 220, "\u8be5\u529f\u80fd\u9ed8\u8ba4\u672a\u542f\u7528": 220, "\u56e0\u4e3a\u5b83\u4f1a\u7565\u5fae\u589e\u52a0\u5185\u5b58\u5360\u7528": 220, "\u8bbe\u7f6e\u4ee5\u4e0b\u73af\u5883\u53d8\u91cf\u4ee5\u542f\u7528\u5b83": 220, "thp_mem_alloc_en": 220, "\u5bf9\u4e8e\u6279\u91cf\u7ef4\u5ea6\u4e3a": 220, "\u4e14\u542f\u7528": 220, "\u6a21\u5f0f": [220, 222], "\u542f\u7528thp\u5185\u5b58\u5206\u914d\u540e": 220, "profiler\u7684\u8f93\u51fa\u5982\u4e0b": 220, "\u540d\u79f0": 220, "\u81ea\u8eabcpu": 220, "cpu\u603b": 220, "cpu\u5e73\u5747\u65f6\u95f4": 220, "\u8c03\u7528\u6b21\u6570": 220, "321": 220, "069m": 220, "568m": 220, "613m": 220, "06": 220, "602m": 220, "682": 220, "007u": 220, "777m": 220, "082m": 220, "329": 220, "097m": 220, "547m": 220, "325": 220, "115m": 220, "626m": 220, "\u81ea\u8eabcpu\u603b\u65f6\u95f4": 220, "\u8fd9\u6bd4\u4e0a\u9762\u6d4b\u91cf\u7684\u5df2\u4f18\u5316\u7684": 220, "\u6a21\u5f0f\u53c8\u63d0\u9ad8\u4e86": 220, "08\u500d\u62168": 220, "\u6211\u4eec\u4ecb\u7ecd\u4e86\u5728aw": 220, "graviton3\u5b9e\u4f8b\u4e0a\u7684pytorch\u63a8\u7406": 220, "\u5305\u62ec\u57fa\u672c\u7528\u6cd5": 220, "\u4f7f\u7528\u5feb\u901f\u6570\u5b66\u5185\u6838\u7684\u52a0\u901f": 220, "\u6bd4\u8f83\u4e0d\u540c\u6279\u91cf\u7ef4\u5ea6\u4e0b\u4e0d\u540c\u540e\u7aef\u7684\u6027\u80fd": 220, "\u4ee5\u53ca\u5982\u4f55\u4f7f\u7528linux\u900f\u660e\u5927\u9875\u9762\u4f18\u5316\u5f20\u91cf\u5185\u5b58\u5206\u914d\u5ef6\u8fdf": 220, "\u5bf9\u4e8e\u8f83\u5927\u7684\u5f20\u91cf\u5f62\u72b6": 220, "\u5efa\u8bae\u4f7f\u7528mkldnn\u540e\u7aef\u548cbfloat16\u5feb\u901f\u6570\u5b66\u6a21\u5f0f\u4ee5\u53cathp\u5185\u5b58\u5206\u914d": 220, "\u5bf9\u4e8e\u8f83\u5c0f\u7684\u5f20\u91cf\u5f62\u72b6": 220, "\u5efa\u8bae\u4f7f\u7528openblas\u540e\u7aef": 220, "\u5e0c\u671b\u60a8\u80fd\u5c1d\u8bd5\u4e00\u4e0b": 220, "avx512": 221, "xmx": 221, "xpu": 221, "claus": 221, "roialign": 221, "bertmodel": 221, "check_trac": 221, "cache_en": [221, 248], "memoryformat": 221, "channelslast": [221, 224], "intel_ext_pt_cpu": 221, "libpytorch_path": 221, "ldd": 221, "workspac": 221, "cmake_have_libc_pthread": 221, "0x00007f3cf98e0000": 221, "libc10": 221, "0x00007f3cf985a000": 221, "libintel": 221, "0x00007f3cf70fc000": 221, "libtorch_cpu": [221, 247], "0x00007f3ce16ac000": 221, "libdnnl_graph": 221, "0x00007f3cde954000": 221, "\u5927\u591a\u6570\u6df1\u5ea6\u5b66\u4e60\u5e94\u7528\u7a0b\u5e8f\u5728\u63a8\u7406\u65f6\u4f7f\u752832\u4f4d\u6d6e\u70b9\u7cbe\u5ea6": 222, "\u4f46\u662f\u7531\u4e8e\u663e\u8457\u7684\u6027\u80fd\u63d0\u5347": 222, "\u4f4e\u7cbe\u5ea6\u6570\u636e\u7c7b\u578b": 222, "\u5c24\u5176\u662fint8": 222, "\u6b63\u53d7\u5230\u8d8a\u6765\u8d8a\u591a\u7684\u5173\u6ce8": 222, "\u91c7\u7528\u4f4e\u7cbe\u5ea6\u65f6\u7684\u4e00\u4e2a\u4e3b\u8981\u95ee\u9898\u662f\u5982\u4f55\u8f7b\u677e\u5730\u51cf\u8f7b\u53ef\u80fd\u7684\u7cbe\u5ea6\u635f\u5931\u5e76\u8fbe\u5230\u9884\u5b9a\u7684\u7cbe\u5ea6\u8981\u6c42": 222, "compressor": [222, 252], "\u65e8\u5728\u901a\u8fc7\u6269\u5c55": 222, "\u7684\u7cbe\u5ea6\u9a71\u52a8\u81ea\u52a8\u8c03\u4f18\u7b56\u7565\u6765\u89e3\u51b3\u4e0a\u8ff0\u95ee\u9898": 222, "\u5e2e\u52a9\u7528\u6237\u5728intel\u786c\u4ef6\u4e0a\u5feb\u901f\u627e\u5230\u6700\u4f73\u91cf\u5316\u6a21\u578b": 222, "\u5305\u62ecintel": 222, "\u548cintel": 222, "compressor\u5df2\u4f5c\u4e3a\u5f00\u6e90\u9879\u76ee\u53d1\u5e03\u5728": 222, "_\u4e0a": 222, "\u6613\u7528\u7684python": 222, "\u63d0\u4f9b\u7b80\u5355\u7684\u524d\u7aefpython": 222, "api\u548c\u5b9e\u7528\u5de5\u5177": 222, "\u7528\u6237\u53ea\u9700\u66f4\u6539\u51e0\u884c\u4ee3\u7801\u5373\u53ef\u8fdb\u884c\u795e\u7ecf\u7f51\u7edc\u538b\u7f29": 222, "\u901a\u5e38\u53ea\u9700\u8981\u5728\u539f\u59cb\u4ee3\u7801\u4e2d\u6dfb\u52a05\u52306\u4e2a\u5b50\u53e5": 222, "\u652f\u6301\u5728": 222, "\u56fe\u6a21\u5f0f\u548c": 222, "\u6a21\u5f0f\u4e0b\u8fdb\u884c\u7cbe\u5ea6\u9a71\u52a8\u7684\u81ea\u52a8\u8c03\u4f18\u8fc7\u7a0b": 222, "\u5305\u62ec\u8bad\u7ec3\u540e\u9759\u6001\u91cf\u5316": 222, "\u8bad\u7ec3\u540e\u52a8\u6001\u91cf\u5316\u548c\u91cf\u5316\u611f\u77e5\u8bad\u7ec3": 222, "\u672c\u6559\u7a0b\u4e3b\u8981\u5173\u6ce8\u91cf\u5316\u90e8\u5206": 222, "\u5173\u4e8e\u5982\u4f55\u4f7f\u7528": 222, "\u8fdb\u884c\u526a\u679d\u548c\u84b8\u998f": 222, "\u8bf7\u53c2\u8003": 222, "github\u4ed3\u5e93\u4e2d\u7684\u76f8\u5e94\u6587\u6863": 222, "\u4ecepip\u5b89\u88c5\u7a33\u5b9a\u7248\u672c": 222, "\u4ecepip\u5b89\u88c5\u6bcf\u65e5\u6784\u5efa\u7248\u672c": 222, "\u4ececonda\u5b89\u88c5\u7a33\u5b9a\u7248\u672c": 222, "\u652f\u6301\u7684python\u7248\u672c\u4e3a3": 222, "8\u62163": 222, "\u7528\u6237\u53ea\u9700\u8fdb\u884c\u5c11\u91cf\u4ee3\u7801\u66f4\u6539\u5373\u53ef\u5f00\u59cb\u4f7f\u7528": 222, "\u91cf\u5316api": 222, "\u63a5\u53d7\u4e00\u4e2a": 222, "\u6a21\u578b\u548c\u4e00\u4e2a": 222, "\u914d\u7f6e\u6587\u4ef6\u4f5c\u4e3a\u8f93\u5165": 222, "\u8981\u6784\u5efa\u91cf\u5316\u8fc7\u7a0b": 222, "\u914d\u7f6e\u6587\u4ef6": 222, "\u6307\u5b9a\u4ee5\u4e0b\u8bbe\u7f6e": 222, "\u6821\u51c6\u6570\u636e\u52a0\u8f7d\u5668": 222, "\u9759\u6001\u91cf\u5316\u9700\u8981": 222, "\u8bc4\u4f30\u6570\u636e\u52a0\u8f7d\u5668": 222, "\u8bc4\u4f30\u6307\u6807": 222, "\u652f\u6301\u4e00\u4e9b\u5e38\u7528\u7684\u6570\u636e\u52a0\u8f7d\u5668\u548c\u8bc4\u4f30\u6307\u6807": 222, "\u5173\u4e8e\u5982\u4f55\u5728": 222, "\u914d\u7f6e\u6587\u4ef6\u4e2d\u914d\u7f6e\u5b83\u4eec": 222, "\u7528\u6237\u53ef\u4ee5\u53c2\u8003": 222, "\u5185\u7f6e\u6570\u636e\u96c6": 222, "\u5982\u679c\u7528\u6237\u60f3\u4f7f\u7528\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u52a0\u8f7d\u5668\u6216\u8bc4\u4f30\u6307\u6807": 222, "\u652f\u6301\u901a\u8fc7": 222, "\u4ee3\u7801\u6ce8\u518c\u81ea\u5b9a\u4e49\u6570\u636e\u52a0\u8f7d\u5668": 222, "\u6307\u6807": 222, "\u5173\u4e8eyaml\u914d\u7f6e\u6587\u4ef6\u683c\u5f0f": 222, "yaml\u6a21\u677f": 222, "\u6240\u9700\u7684\u4ee3\u7801\u66f4\u6539\u5728\u4e0a\u9762\u7684\u6ce8\u91ca\u4e2d\u7a81\u51fa\u663e\u793a": 222, "\u6211\u4eec\u4f7f\u7528lenet\u6a21\u578b\u6765\u6f14\u793a\u5982\u4f55\u4f7f\u7528": 222, "lenet\u6a21\u578b\u5b9a\u4e49": 222, "fc1_drop": 222, "\u9884\u8bad\u7ec3\u6a21\u578b\u6743\u91cd": 222, "\u6765\u81ea": 222, "\u652f\u6301\u7cbe\u5ea6\u9a71\u52a8\u7684\u81ea\u52a8\u8c03\u4f18": 222, "\u4ee5\u751f\u6210\u6ee1\u8db3\u9884\u5b9a\u7cbe\u5ea6\u76ee\u6807\u7684\u6700\u4f73": 222, "\u4ee5\u4e0b\u662f\u901a\u8fc7\u81ea\u52a8\u8c03\u4f18\u5728pytorch": 222, "fx\u56fe\u6a21\u5f0f": 222, "\u4e0a\u91cf\u5316\u7b80\u5355\u7f51\u7edc\u7684\u793a\u4f8b": 222, "pytorch_fx": 222, "accuracy_criterion": 222, "compressor\u542f\u52a8\u4ee3\u7801": 222, "neural_compressor": 222, "calib_dataload": 222, "q_model": 222, "\u6307\u5b9a\u4e86": 222, "\u7684\u5185\u7f6e\u6307\u6807": 222, "\u4f5c\u4e3a\u8bc4\u4f30\u65b9\u6cd5": 222, "\u7684\u76f8\u5bf9\u7cbe\u5ea6\u635f\u5931\u8bbe\u7f6e\u4e3a\u81ea\u52a8\u8c03\u4f18\u7684\u7cbe\u5ea6\u76ee\u6807": 222, "\u5c06\u904d\u5386\u6bcf\u4e2a\u64cd\u4f5c\u7ea7\u522b\u4e0a\u6240\u6709\u53ef\u80fd\u7684\u91cf\u5316\u914d\u7f6e\u7ec4\u5408": 222, "\u4ee5\u627e\u51fa\u8fbe\u5230\u9884\u5b9a\u7cbe\u5ea6\u76ee\u6807\u7684\u6700\u4f73": 222, "\u9664\u4e86\u8fd9\u4e9b\u5185\u7f6e\u6307\u6807\u5916": 222, "\u8fd8\u652f\u6301\u901a\u8fc7": 222, "\u4ee3\u7801\u81ea\u5b9a\u4e49\u6307\u6807": 222, "\u5b9a\u4e49\u81ea\u5b9a\u4e49\u6307\u6807": 222, "top1metr": 222, "\u5b9e\u73b0\u4e86\u4e00\u4e2a\u5305\u542b": 222, "\u51fd\u6570\u7684": [222, 241], "\u7528\u4e8e\u8bb0\u5f55\u6bcf\u4e2a\u5c0f\u6279\u91cf\u7684\u7ed3\u679c\u5e76\u5728\u6700\u540e\u8ba1\u7b97\u6700\u7ec8\u7cbe\u5ea6": 222, "\u9664\u4e86\u8bad\u7ec3\u540e\u9759\u6001\u91cf\u5316\u548c\u8bad\u7ec3\u540e\u52a8\u6001\u91cf\u5316\u5916": 222, "\u8fd8\u652f\u6301\u5177\u6709\u7cbe\u5ea6\u9a71\u52a8\u81ea\u52a8\u8c03\u4f18\u673a\u5236\u7684\u91cf\u5316\u611f\u77e5\u8bad\u7ec3": 222, "\u4ee5\u4e0b\u662f\u5728pytorch": 222, "\u4e0a\u5bf9\u7b80\u5355\u7f51\u7edc\u8fdb\u884c\u91cf\u5316\u611f\u77e5\u8bad\u7ec3\u7684\u793a\u4f8b": 222, "quant_aware_train": 222, "training_func": 222, "\u8bad\u7ec3\u8f6e\u6b21": 222, "t\u635f\u5931": 222, "\u542f\u52a8\u4ee3\u7801": 222, "q_func": 222, "\u652f\u6301\u4f7f\u7528\u865a\u62df\u6570\u636e\u96c6\u76f4\u63a5\u751f\u6210": 222, "\u7528\u4e8e\u6027\u80fd\u57fa\u51c6\u6d4b\u8bd5\u76ee\u7684": 222, "\u4ee5\u4e0b\u662f\u4f7f\u7528\u865a\u62df\u6570\u636e\u96c6\u5728pytorch": 222, "dummy_dataset": 222, "dummydataset": 222, "\u7528\u6237\u53ef\u4ee5\u4ece": 222, "\u6253\u5370\u7684\u65e5\u5fd7\u4e2d\u4e86\u89e3\u6709\u591a\u5c11\u64cd\u4f5c\u88ab\u91cf\u5316": 222, "linearrelu": 222, "\u91cf\u5316\u6a21\u578b\u5c06\u5728": 222, "\u76ee\u5f55\u4e0b\u751f\u6210": 222, "\u5176\u4e2d\u5305\u542b\u4e24\u4e2a\u6587\u4ef6": 222, "best_configur": 222, "best_model_weight": 222, "\u7b2c\u4e00\u4e2a\u6587\u4ef6\u5305\u542b\u6bcf\u4e2a\u64cd\u4f5c\u7684\u91cf\u5316\u914d\u7f6e": 222, "\u7b2c\u4e8c\u4e2a\u6587\u4ef6\u5305\u542b": 222, "\u6743\u91cd\u4ee5\u53ca\u6fc0\u6d3b\u7684\u96f6\u70b9\u548c\u6bd4\u4f8b\u4fe1\u606f": 222, "\u7528\u6237\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u4ee3\u7801\u52a0\u8f7d\u91cf\u5316\u6a21\u578b": 222, "\u7136\u540e\u8fdb\u884c\u63a8\u7406\u6216\u6027\u80fd\u57fa\u51c6\u6d4b\u8bd5": 222, "int8_model": 222, "\u8bf7\u8bbf\u95ee": 222, "\u4ed3\u5e93": 222, "\u83b7\u53d6\u66f4\u591a\u6559\u7a0b": 222, "martin": 223, "pytorchstreamread": 223, "regener": 223, "model_psth": 223, "_load_for_lite_interpret": [223, 224], "optimized_scripted_modul": 223, "pytorch_android_lit": 223, "litemoduleload": 223, "getapplicationcontext": 223, "prebuilt": 223, "use_framework": 223, "libtorch_lit": 223, "nullabl": 223, "instancetyp": 223, "initwithfileatpath": 223, "nsstring": 223, "_load_for_mobil": [223, 224], "utf8str": 223, "nslog": 223, "architechtur": 223, "pend": 224, "dsp": 224, "calibration_data": 224, "588kb": 224, "nio": 224, "suboptim": 224, "analysisresult": 224, "analyzeimag": 224, "imageproxi": 224, "rotationdegre": 224, "modulefileabsolutefilepath": 224, "minputtensorbuff": 224, "minputtensor": 224, "imageyuv420centercroptofloatbuff": 224, "getimag": 224, "flatbuff": 224, "_use_flatbuff": 224, "jit_model": 224, "ff": 224, "5387594579999999": 224, "038842832999999466": 224, "nake": 224, "rf": 224, "speedbenchark_torch": 224, "speedbenchmark": 224, "121318": 224, "24281": 224, "trace_model": 224, "rubi": 224, "iphonex": 224, "2121": 224, "722447": 224, "762": 224, "mobilenetv2_quant": [225, 226], "hackathon": [225, 226], "xcworkspac": 226, "your_project_nam": 226, "\u7684\u8bf4\u660e\u53ef\u5728": 227, "\u4e0a\u627e\u5230": [227, 258], "\u662f\u4e00\u6b3e\u7528\u4e8e\u4e32\u884c\u548c\u591a\u7ebf\u7a0b\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u5206\u6790\u5de5\u5177": 227, "\u5bf9\u4e8e\u719f\u6089": 227, "\u67b6\u6784\u7684\u4eba\u6765\u8bf4": 227, "\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u6307\u6807\u96c6": 227, "\u5e2e\u52a9\u7528\u6237\u4e86\u89e3\u5e94\u7528\u7a0b\u5e8f\u5728": 227, "\u5e73\u53f0\u4e0a\u7684\u6267\u884c\u60c5\u51b5": 227, "\u4ece\u800c\u4e86\u89e3\u6027\u80fd\u74f6\u9888\u6240\u5728": 227, "\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f": 227, "\u5305\u62ec\u5165\u95e8\u6307\u5357": 227, "\u7f51\u7ad9": 227, "\u63d0\u4f9b": 227, "\u4f7f\u76ee\u6807\u5e94\u7528\u7a0b\u5e8f\u80fd\u591f\u5728\u6267\u884c\u671f\u95f4\u751f\u6210\u548c\u63a7\u5236\u8ddf\u8e2a\u6570\u636e\u7684\u6536\u96c6": 227, "\u529f\u80fd\u7684\u4f18\u52bf\u5728\u4e8e\u80fd\u591f\u5728": 227, "\u4e0a\u6807\u8bb0\u5355\u4e2a": 227, "\u7b97\u5b50\u548c\u81ea\u5b9a\u4e49\u533a\u57df\u7684\u65f6\u95f4\u8de8\u5ea6": 227, "\u5f53\u7528\u6237\u53d1\u73b0\u4efb\u4f55\u5f02\u5e38\u65f6": 227, "\u8fd9\u5c06\u975e\u5e38\u6709\u52a9\u4e8e\u5b9a\u4f4d\u54ea\u4e2a\u7b97\u5b50\u8868\u73b0\u5f02\u5e38": 227, "\u5df2\u5728": 227, "\u4e2d\u96c6\u6210": 227, "\u7528\u6237\u65e0\u9700\u8c03\u7528\u539f\u59cb\u7684": 227, "\u53ea\u9700\u8c03\u7528": 227, "\u5373\u53ef": 227, "\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f\u53ef\u5728": 227, "\u4e2d\u627e\u5230": 227, "\u63d0\u4f9b\u4e86\u4e24\u79cd\u4f7f\u7528\u65b9\u5f0f": 227, "\u9690\u5f0f\u8c03\u7528": 227, "\u6240\u6709\u901a\u8fc7": 227, "\u7b97\u5b50\u6ce8\u518c\u673a\u5236\u6ce8\u518c\u7684\u7b97\u5b50\u5728\u542f\u7528": 227, "\u529f\u80fd\u65f6\u90fd\u4f1a\u81ea\u52a8\u6807\u8bb0": 227, "\u663e\u5f0f\u8c03\u7528": 227, "\u5982\u679c\u9700\u8981\u81ea\u5b9a\u4e49\u6807\u8bb0": 227, "\u7528\u6237\u53ef\u4ee5\u5728": 227, "\u4e2d\u4f7f\u7528\u663e\u5f0f": 227, "\u5bf9\u6240\u9700\u8303\u56f4\u8fdb\u884c\u6807\u8bb0": 227, "\u8981\u542f\u7528\u663e\u5f0f\u8c03\u7528": 227, "\u9700\u8981\u5728": 227, "\u4f5c\u7528\u57df\u4e0b\u8c03\u7528\u9884\u671f\u6807\u8bb0\u7684\u4ee3\u7801": 227, "\u8981\u9a8c\u8bc1\u529f\u80fd": 227, "\u60a8\u9700\u8981\u542f\u52a8\u4e00\u4e2a": 227, "\u7684\u6b65\u9aa4\u8bf7\u67e5\u770b": 227, "\u7528\u6237\u6307\u5357": 227, "\u4e00\u65e6\u542f\u52a8\u4e86": 227, "\u60a8\u5e94\u8be5\u4f1a\u770b\u5230\u5982\u4e0b\u7528\u6237\u754c\u9762": 227, "\u5de6\u4fa7\u5bfc\u822a\u680f\u4e0b\u7684": 227, "\u9879\u76ee\u4e2d\u6709\u4e09\u4e2a\u793a\u4f8b\u7ed3\u679c": 227, "\u5982\u679c\u60a8\u4e0d\u5e0c\u671b\u5206\u6790\u7ed3\u679c\u51fa\u73b0\u5728\u6b64\u9ed8\u8ba4\u793a\u4f8b\u9879\u76ee\u4e2d": 227, "\u53ef\u4ee5\u901a\u8fc7\u84dd\u8272": 227, "\u6309\u94ae\u4e0b\u7684": 227, "\u6309\u94ae\u521b\u5efa\u4e00\u4e2a\u65b0\u9879\u76ee": 227, "\u8981\u542f\u52a8\u65b0\u7684\u5206\u6790": 227, "\u8bf7\u5355\u51fb\u84dd\u8272\u7684": 227, "\u6309\u94ae\u4ee5\u5f00\u59cb\u914d\u7f6e\u5206\u6790": 227, "\u5355\u51fb": 227, "\u6309\u94ae\u540e": 227, "\u60a8\u5e94\u8be5\u4f1a\u770b\u5230\u5982\u4e0b\u754c\u9762": 227, "\u7a97\u53e3\u7684\u53f3\u4fa7\u5206\u4e3a\u4e09\u90e8\u5206": 227, "\u5de6\u4e0a\u89d2": 227, "\u5de6\u4e0b\u89d2": 227, "\u53f3\u4fa7": 227, "\u60a8\u53ef\u4ee5\u6307\u5b9a\u8981\u5728\u54ea\u53f0\u673a\u5668\u4e0a\u8fd0\u884c\u5206\u6790": 227, "\u60a8\u53ef\u4ee5\u8bbe\u7f6e\u8981\u5206\u6790\u7684\u5e94\u7528\u7a0b\u5e8f\u7684\u8def\u5f84": 227, "\u8981\u5206\u6790": 227, "\u811a\u672c": [227, 231, 257], "\u5efa\u8bae\u5c06\u6240\u6709\u624b\u52a8\u6b65\u9aa4": 227, "\u5305\u62ec\u6fc0\u6d3b": 227, "\u73af\u5883\u548c\u8bbe\u7f6e\u6240\u9700\u73af\u5883\u53d8\u91cf": 227, "\u5c01\u88c5\u5230\u4e00\u4e2a": 227, "\u811a\u672c\u4e2d": 227, "\u7136\u540e\u5bf9\u8be5": 227, "\u811a\u672c\u8fdb\u884c\u5206\u6790": 227, "\u5728\u4e0a\u9762\u7684\u622a\u56fe\u4e2d": 227, "\u6211\u4eec\u5c06\u6240\u6709\u6b65\u9aa4\u5c01\u88c5\u5230": 227, "\u7684\u53c2\u6570\u8bbe\u7f6e\u4e3a": 227, "path_of_launch": 227, "\u7684\u8def\u5f84": 227, "\u5728\u53f3\u4fa7\u7684": 227, "\u60a8\u53ef\u4ee5\u9009\u62e9\u8981\u5206\u6790\u7684\u7c7b\u578b": 227, "\u63d0\u4f9b\u4e86\u591a\u79cd\u53ef\u9009\u7684\u5206\u6790\u7c7b\u578b": 227, "\u6210\u529f\u8fdb\u884c\u4e86\u5e26\u6709": 227, "\u7684\u5206\u6790\u540e": 227, "\u60a8\u53ef\u4ee5\u6253\u5f00\u5206\u6790\u7ed3\u679c\u7684": 227, "\u9009\u9879\u5361": 227, "\u65f6\u95f4\u7ebf\u4e0a\u67e5\u770b\u6807\u8bb0": 227, "\u65f6\u95f4\u7ebf\u663e\u793a\u4e86\u9876\u90e8\u7684\u4e3b\u7ebf\u7a0b\u4f5c\u4e3a": 227, "\u7ebf\u7a0b": 227, "\u4e0b\u9762\u662f\u5404\u4e2a": 227, "\u6807\u8bb0\u7684": 227, "\u7b97\u5b50\u548c\u81ea\u5b9a\u4e49\u533a\u57df\u663e\u793a\u5728\u4e3b\u7ebf\u7a0b\u884c\u4e2d": 227, "\u6240\u6709\u4ee5": 227, "\u5f00\u5934\u7684\u7b97\u5b50\u90fd\u662f\u7531": 227, "\u529f\u80fd\u9690\u5f0f\u6807\u8bb0\u7684": 227, "iteration_n": 227, "\u662f\u4f7f\u7528\u7279\u5b9a\u7684": 227, "\u4f5c\u7528\u57df\u663e\u5f0f\u6807\u8bb0\u7684": 227, "\u8bf7\u67e5\u770b\u4e0b\u4e00\u8282\u4e2d\u7684\u793a\u4f8b\u4ee3\u7801\u4ee5\u4e86\u89e3\u8be6\u60c5": 227, "\u65f6\u95f4\u7ebf\u4e2d\u6807\u8bb0\u4e3a": 227, "\u7684\u7ea2\u8272\u6846\u662f\u7531": 227, "\u5982\u53f3\u4fa7\u5bfc\u822a\u680f\u6240\u793a": 227, "\u65f6\u95f4\u7ebf\u884c\u4e2d\u7684\u68d5\u8272\u90e8\u5206\u663e\u793a\u4e86\u5404\u4e2a\u7ebf\u7a0b\u7684": 227, "\u4f7f\u7528\u60c5\u51b5": 227, "\u5728\u67d0\u4e2a\u65f6\u95f4\u70b9": 227, "\u68d5\u8272\u90e8\u5206\u5728\u7ebf\u7a0b\u884c\u4e2d\u6240\u5360\u7684\u9ad8\u5ea6\u767e\u5206\u6bd4\u4e0e\u8be5\u7ebf\u7a0b\u5728\u8be5\u65f6\u95f4\u70b9\u7684": 227, "\u4f7f\u7528\u7387\u76f8\u5bf9\u5e94": 227, "\u4ece\u8fd9\u4e2a\u65f6\u95f4\u7ebf\u53ef\u4ee5\u76f4\u89c2\u5730\u4e86\u89e3\u4ee5\u4e0b\u51e0\u70b9": 227, "\u6bcf\u4e2a\u7ebf\u7a0b\u7684": 227, "\u6838\u5fc3\u5229\u7528\u7387\u5982\u4f55": 227, "\u6240\u6709\u7ebf\u7a0b\u7684": 227, "\u6838\u5fc3\u5229\u7528\u7387\u662f\u5426\u5e73\u8861": 227, "\u4f7f\u7528\u60c5\u51b5\u662f\u5426\u826f\u597d": 227, "\u7ebf\u7a0b\u662f\u5426\u540c\u6b65\u826f\u597d": 227, "\u7ebf\u7a0b\u6216": 227, "\u7ebf\u7a0b\u5b8c\u6210\u65f6\u662f\u5426\u5b58\u5728\u6296\u52a8": 227, "\u8fd8\u63d0\u4f9b\u4e86\u66f4\u591a\u4e30\u5bcc\u7684\u5206\u6790\u529f\u80fd": 227, "\u5e2e\u52a9\u60a8\u4e86\u89e3\u6027\u80fd\u95ee\u9898\u7684\u6839\u6e90": 227, "\u4e00\u65e6\u60a8\u4e86\u89e3\u4e86\u6027\u80fd\u95ee\u9898\u7684\u6839\u6e90": 227, "\u5c31\u53ef\u4ee5\u52a0\u4ee5\u4fee\u590d": 227, "\u66f4\u591a\u8be6\u7ec6\u7684\u4f7f\u7528\u8bf4\u660e\u53ef\u5728": 227, "\u4e0b\u9762\u7684\u793a\u4f8b\u4ee3\u7801\u5c31\u662f\u5728\u4e0a\u9762\u7684\u622a\u56fe\u4e2d\u7528\u4e8e\u5206\u6790\u7684\u811a\u672c": 227, "\u8be5\u62d3\u6251\u7531\u4e24\u4e2a\u7b97\u5b50": 227, "\u8fdb\u884c\u4e86\u4e09\u6b21\u63a8\u7406\u8fed\u4ee3": 227, "\u6bcf\u6b21\u8fed\u4ee3\u90fd\u4f7f\u7528": 227, "\u6807\u8bb0\u4e3a\u6587\u672c\u5b57\u7b26\u4e32": 227, "\u65e0\u8bba\u662f\u4f7f\u7528": 227, "\u7684\u914d\u5bf9": 227, "\u8fd8\u662f\u4f7f\u7528": 227, "\u4f5c\u7528\u57df": 227, "\u90fd\u53ef\u4ee5\u5b9e\u73b0\u81ea\u5b9a\u4e49\u6807\u8bb0\u529f\u80fd": 227, "ittsampl": 227, "292820": 227, "\u914d\u5bf9\u6807\u8bb0\u533a\u57df": 227, "iteration_": 227, "\u4f5c\u7528\u57df\u6807\u8bb0\u533a\u57df": 227, "\u4e0b\u9762\u662f\u5728": 227, "\u622a\u56fe\u4e2d\u63d0\u5230\u7684": 227, "\u7528\u4e8e\u5c01\u88c5\u6240\u6709\u624b\u52a8\u6b65\u9aa4": 227, "\u83b7\u53d6\u5305\u542b": 227, "\u7684\u76ee\u5f55\u8def\u5f84": 227, "\u4ee5\u4fbf\u4ece\u4efb\u4f55\u76ee\u5f55\u8c03\u7528\u6b64": 227, "basefold": 227, "bash_sourc": 227, "torchscipt": 228, "ota": 229, "incept": 229, "print_model_s": 229, "mdl": 229, "till": 229, "model_dynamic_quant": 229, "model_static_quant": 229, "98mb": 229, "tra": 229, "model_qat": 229, "\u53ef\u4ee5\u5e2e\u52a9\u60a8\u4e86\u89e3\u6570\u636e\u7279\u5f81\u5982\u4f55\u5f71\u54cd\u6a21\u578b\u7684\u9884\u6d4b\u6216\u795e\u7ecf\u5143\u6fc0\u6d3b": 230, "\u4ece\u800c\u63ed\u793a\u6a21\u578b\u7684\u5de5\u4f5c\u539f\u7406": 230, "\u60a8\u53ef\u4ee5\u7edf\u4e00\u5730\u5e94\u7528\u5e7f\u6cdb\u7684\u6700\u5148\u8fdb\u7684\u7279\u5f81\u5f52\u56e0\u7b97\u6cd5": 230, "gradcam": 230, "\u60a8\u5c06\u5b66\u4e60\u5982\u4f55\u4f7f\u7528": 230, "\u5c06\u56fe\u50cf\u5206\u7c7b\u5668\u7684\u9884\u6d4b\u5f52\u56e0\u4e8e\u76f8\u5e94\u7684\u56fe\u50cf\u7279\u5f81": [230, 252], "\u53ef\u89c6\u5316\u5f52\u56e0\u7ed3\u679c": 230, "\u786e\u4fdd\u5728\u60a8\u7684\u6d3b\u8dc3": 230, "\u73af\u5883\u4e2d\u5b89\u88c5\u4e86": 230, "\u4e0a\u83b7\u53d6": 230, "\u4e5f\u53ef\u4ee5\u4f5c\u4e3a": 230, "\u5305\u6216": 230, "\u5305\u83b7\u53d6": 230, "\u6709\u5173\u8be6\u7ec6\u8bf4\u660e": 230, "\u8bf7\u67e5\u9605\u5b89\u88c5\u6307\u5357": 230, "\u5bf9\u4e8e\u6a21\u578b": 230, "\u4e2d\u7684\u5185\u7f6e\u56fe\u50cf\u5206\u7c7b\u5668": 230, "\u53ef\u4ee5\u63ed\u793a\u6837\u672c\u56fe\u50cf\u7684\u54ea\u4e9b\u90e8\u5206\u652f\u6301\u4e86\u6a21\u578b\u505a\u51fa\u7684\u67d0\u4e9b\u9884\u6d4b": 230, "freepik": 230, "puppi": 230, "dog_58409": 230, "6024": 230, "center_crop": 230, "\u5c06\u56fe\u50cf\u8f6c\u6362\u4e3a\u503c\u5728": 230, "\u4e4b\u95f4\u7684\u5f20\u91cf": 230, "\u5f52\u4e00\u5316\u4ee5\u9075\u5faa": 230, "\u5747\u503c\u7684": 230, "\u50cf\u7d20": 230, "\u5728\u6a21\u578b\u7684\u524d": 230, "\u4e2a\u9884\u6d4b\u4e2d": 230, "\u7c7b\u522b": 230, "283": 230, "\u5206\u522b\u5bf9\u5e94\u4e8e\u72d7\u548c\u732b": 230, "\u8ba9\u6211\u4eec\u4f7f\u7528": [230, 232, 247], "\u7b97\u6cd5\u5c06\u8fd9\u4e9b\u9884\u6d4b\u5f52\u56e0\u4e8e\u8f93\u5165\u7684\u76f8\u5e94\u90e8\u5206": 230, "\u6b65\u957f\u8d8a\u5c0f": 230, "\u5f52\u56e0\u8d8a\u7ec6\u7c92\u5ea6": 230, "\u4f46\u901f\u5ea6\u8d8a\u6162": 230, "\u4e2d\u7684\u62c9\u5e03\u62c9\u591a\u7d22\u5f15": 230, "\u9009\u62e9\u8db3\u4ee5\u6539\u53d8\u5bf9\u8c61\u5916\u89c2\u7684\u5927\u5c0f": 230, "\u7528\u4e8e\u906e\u6321\u56fe\u50cf\u7684\u503c": 230, "\u5bf9\u5e94\u7070\u8272": 230, "attribution_dog": 230, "\u4e2d\u7684\u6ce2\u65af\u732b\u7d22\u5f15": 230, "attribution_cat": 230, "\u8fd8\u63d0\u4f9b\u4e86\u8bb8\u591a\u7b97\u6cd5": 230, "guidedbackprop": 230, "deeplift": 230, "gradientshap": 230, "\u6240\u6709\u8fd9\u4e9b\u7b97\u6cd5\u90fd\u662f": 230, "\u5728\u521d\u59cb\u5316\u65f6\u9700\u8981\u5c06\u60a8\u7684\u6a21\u578b\u4f5c\u4e3a\u53ef\u8c03\u7528\u7684": 230, "forward_func": 230, "\u4f20\u5165": 230, "\u5e76\u5177\u6709": 230, "\u8be5\u65b9\u6cd5\u4ee5\u7edf\u4e00\u7684\u683c\u5f0f\u8fd4\u56de\u5f52\u56e0\u7ed3\u679c": 230, "\u8ba9\u6211\u4eec\u53ef\u89c6\u5316\u8ba1\u7b97\u51fa\u7684\u56fe\u50cf\u5f52\u56e0\u7ed3\u679c": 230, "\u5b9e\u7528\u7a0b\u5e8f\u63d0\u4f9b\u4e86\u5f00\u7bb1\u5373\u7528\u7684\u65b9\u6cd5": 230, "\u7528\u4e8e\u53ef\u89c6\u5316\u56fe\u50cf\u548c\u6587\u672c\u8f93\u5165\u7684\u5f52\u56e0\u7ed3\u679c": 230, "\u5c06\u8ba1\u7b97\u51fa\u7684\u5f52\u56e0\u5f20\u91cf\u8f6c\u6362\u4e3a\u7c7b\u4f3c\u56fe\u50cf\u7684": 230, "vis_typ": 230, "vis_sign": 230, "\u4ee5\u663e\u793a\u4e24\u8005": 230, "\u6b63\u5f52\u56e0\u8868\u793a\u8be5\u533a\u57df\u7684\u5b58\u5728\u4f1a\u589e\u52a0\u9884\u6d4b\u5206\u6570": 230, "\u8d1f\u5f52\u56e0\u8868\u793a\u8be5\u533a\u57df\u7684\u7f3a\u5931\u4f1a\u589e\u52a0\u9884\u6d4b\u5206\u6570": 230, "\u6b63": 230, "\u8d1f\u5f52\u56e0\u6216\u5168\u90e8": 230, "\u5982\u679c\u60a8\u7684\u6570\u636e\u662f\u6587\u672c": 230, "visualize_text": 230, "\u63d0\u4f9b\u4e86\u4e00\u4e2a\u4e13\u7528\u89c6\u56fe": 230, "\u7528\u4e8e\u63a2\u7d22\u8f93\u5165\u6587\u672c\u7684\u5f52\u56e0": 230, "\u66f4\u591a\u4fe1\u606f\u8bf7\u8bbf\u95ee": 230, "imdb_torchtext_interpret": 230, "\u53ef\u4ee5\u5904\u7406": 230, "\u4e2d\u5305\u62ec\u89c6\u89c9": 230, "\u6587\u672c\u7b49\u5404\u79cd\u6a21\u6001\u7684\u5927\u591a\u6570\u6a21\u578b\u7c7b\u578b": 230, "\u60a8\u53ef\u4ee5": [230, 259], "\u5c06\u7279\u5b9a\u8f93\u51fa\u5f52\u56e0\u4e8e\u6a21\u578b\u8f93\u5165": 230, "\u5c06\u7279\u5b9a\u8f93\u51fa\u5f52\u56e0\u4e8e\u9690\u85cf\u5c42\u795e\u7ecf\u5143": 230, "\u53c2\u89c1": [230, 256], "\u53c2\u8003": [230, 256, 258], "\u5c06\u9690\u85cf\u5c42\u795e\u7ecf\u5143\u54cd\u5e94\u5f52\u56e0\u4e8e\u6a21\u578b\u8f93\u5165": 230, "\u6709\u5173\u652f\u6301\u65b9\u6cd5\u7684\u5b8c\u6574": 230, "\u548c\u6559\u7a0b\u5217\u8868": 230, "\u8bf7\u67e5\u9605\u6211\u4eec\u7684\u7f51\u7ad9": 230, "gilbert": 230, "tanner": 230, "\u7684\u53e6\u4e00\u7bc7\u6709\u7528\u6587\u7ae0": 230, "gilberttann": 230, "captum_recip": [230, 236], "carilli": 231, "\u63d0\u4f9b\u4e86\u6df7\u5408\u7cbe\u5ea6\u7684\u4fbf\u5229\u65b9\u6cd5": 231, "\u5176\u4e2d\u4e00\u4e9b\u64cd\u4f5c\u4f7f\u7528": 231, "\u800c\u53e6\u4e00\u4e9b\u64cd\u4f5c\u4f7f\u7528": 231, "\u4e00\u4e9b\u64cd\u4f5c": 231, "\u5982\u7ebf\u6027\u5c42\u548c\u5377\u79ef": 231, "\u4e0b\u8fd0\u884c\u901f\u5ea6\u66f4\u5feb": 231, "\u800c\u5176\u4ed6\u64cd\u4f5c": 231, "\u5982\u5f52\u7ea6\u64cd\u4f5c": 231, "\u901a\u5e38\u9700\u8981": 231, "\u7684\u52a8\u6001\u8303\u56f4": 231, "\u6df7\u5408\u7cbe\u5ea6\u8bd5\u56fe\u5c06\u6bcf\u4e2a\u64cd\u4f5c\u4e0e\u5176\u5408\u9002\u7684\u6570\u636e\u7c7b\u578b\u76f8\u5339\u914d": 231, "\u4ece\u800c\u51cf\u5c11\u7f51\u7edc\u7684\u8fd0\u884c\u65f6\u95f4\u548c\u5185\u5b58\u5360\u7528": 231, "\u901a\u5e38": [231, 248, 253, 260], "\u81ea\u52a8\u6df7\u5408\u7cbe\u5ea6\u8bad\u7ec3": 231, "\u540c\u65f6\u4f7f\u7528": 231, "\u672c\u6559\u7a0b\u6d4b\u91cf\u4e86\u4e00\u4e2a\u7b80\u5355\u7f51\u7edc\u5728\u9ed8\u8ba4\u7cbe\u5ea6\u4e0b\u7684\u6027\u80fd": 231, "\u7136\u540e\u901a\u8fc7\u6dfb\u52a0": 231, "\u4ee5\u6df7\u5408\u7cbe\u5ea6\u8fd0\u884c\u76f8\u540c\u7684\u7f51\u7edc": 231, "\u63d0\u9ad8\u6027\u80fd": 231, "\u60a8\u53ef\u4ee5\u4e0b\u8f7d\u5e76\u8fd0\u884c\u672c\u6559\u7a0b\u4f5c\u4e3a\u72ec\u7acb\u7684": 231, "\u552f\u4e00\u7684\u8981\u6c42\u662f": 231, "\u4ee5\u53ca\u652f\u6301": 231, "\u6df7\u5408\u7cbe\u5ea6\u4e3b\u8981\u53d7\u76ca\u4e8e\u652f\u6301\u5f20\u91cf\u6838\u5fc3\u7684\u67b6\u6784": 231, "ture": 231, "\u5728\u8fd9\u4e9b\u67b6\u6784\u4e0a": 231, "\u672c\u6559\u7a0b\u5e94\u663e\u793a\u663e\u8457\u7684": 231, "3\u500d": 231, "\u52a0\u901f": 231, "\u5728\u8f83\u65e9\u7684\u67b6\u6784": 231, "kepler": 231, "maxwel": 231, "pascal": 231, "\u60a8\u53ef\u80fd\u4f1a\u89c2\u5bdf\u5230\u9002\u5ea6\u7684\u52a0\u901f": 231, "\u53ef\u4ee5\u663e\u793a\u60a8\u7684": 231, "\u67b6\u6784": 231, "gc": 231, "\u8ba1\u65f6\u5de5\u5177": 231, "empty_cach": 231, "reset_max_memory_alloc": 231, "end_timer_and_print": 231, "local_msg": 231, "\u4ee5\u4e0b\u7ebf\u6027\u5c42\u548c": 231, "\u7684\u5e8f\u5217\u5e94\u8be5\u5728\u6df7\u5408\u7cbe\u5ea6\u4e0b\u663e\u793a\u52a0\u901f": 231, "make_model": 231, "in_siz": 231, "out_siz": 231, "\u88ab\u9009\u62e9\u4e3a\u8db3\u591f\u5927\u7684\u503c": 231, "\u4ee5\u9971\u548c": 231, "\u5de5\u4f5c\u8d1f\u8f7d": 231, "\u5f53": [231, 245], "\u9971\u548c\u65f6": 231, "\u6df7\u5408\u7cbe\u5ea6\u63d0\u4f9b\u7684\u52a0\u901f\u6700\u5927": 231, "\u5c0f\u578b\u7f51\u7edc\u53ef\u80fd\u53d7": 231, "\u9650\u5236": 231, "\u6df7\u5408\u7cbe\u5ea6\u4e0d\u4f1a\u63d0\u9ad8\u6027\u80fd": 231, "\u8fd9\u4e9b\u5927\u5c0f\u8fd8\u88ab\u9009\u62e9\u4e3a\u7ebf\u6027\u5c42\u7684\u53c2\u4e0e\u7ef4\u5ea6\u662f": 231, "\u7684\u500d\u6570": [231, 248], "\u4ee5\u5141\u8bb8\u5728\u652f\u6301\u5f20\u91cf\u6838\u5fc3\u7684": 231, "\u4e0a\u4f7f\u7528\u5f20\u91cf\u6838\u5fc3": 231, "\u89c1\u4e0b\u9762\u7684": [231, 239], "\u7ec3\u4e60": 231, "\u6539\u53d8\u53c2\u4e0e\u5927\u5c0f": 231, "\u89c2\u5bdf\u6df7\u5408\u7cbe\u5ea6\u52a0\u901f\u7684\u53d8\u5316": 231, "\u5c1d\u8bd5": 231, "513": 231, "\u4ee5\u9ed8\u8ba4\u7cbe\u5ea6\u521b\u5efa\u6570\u636e": 231, "\u4e0b\u9762\u7684\u9ed8\u8ba4\u7cbe\u5ea6\u548c\u6df7\u5408\u7cbe\u5ea6\u8bd5\u9a8c\u4f7f\u7528\u76f8\u540c\u7684\u6570\u636e": 231, "\u542f\u7528\u6df7\u5408\u7cbe\u5ea6\u65f6": 231, "\u60a8\u4e0d\u9700\u8981\u624b\u52a8\u66f4\u6539\u8f93\u5165\u7684": 231, "\u4e0d\u4f7f\u7528": [231, 238], "\u4ee5\u4e0b\u7b80\u5355\u7f51\u7edc\u4ee5\u9ed8\u8ba4\u7cbe\u5ea6": 231, "\u6267\u884c\u6240\u6709\u64cd\u4f5c": 231, "\u8fd9\u91cc\u53ef\u4ee5\u9002\u5ea6\u63d0\u9ad8\u6027\u80fd": 231, "\u4f5c\u4e3a\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668": 231, "\u5141\u8bb8\u811a\u672c\u7684\u67d0\u4e9b\u533a\u57df\u4ee5\u6df7\u5408\u7cbe\u5ea6\u8fd0\u884c": 231, "\u5728\u8fd9\u4e9b\u533a\u57df\u4e2d": 231, "\u64cd\u4f5c\u4ee5": 231, "\u9009\u62e9\u7684": 231, "\u4ee5\u63d0\u9ad8\u6027\u80fd": 231, "\u540c\u65f6\u4fdd\u6301\u7cbe\u5ea6": 231, "\u4e3a\u6bcf\u4e2a\u64cd\u4f5c\u9009\u62e9\u7684\u7cbe\u5ea6\u4ee5\u53ca\u5728\u4ec0\u4e48\u60c5\u51b5\u4e0b\u9009\u62e9\u7684\u8be6\u7ec6\u4fe1\u606f": 231, "\u64cd\u4f5c\u53c2\u8003": 231, "\u6b64\u90e8\u5206\u4ec5\u7528\u4e8e\u8bf4\u660e": 231, "\u4e0b\u8fd0\u884c\u524d\u5411\u4f20\u9012": 231, "\u8f93\u51fa\u662f": 231, "\u56e0\u4e3a\u7ebf\u6027\u5c42": 231, "\u4e4b\u524d\u9000\u51fa": 231, "\u4e0d\u5efa\u8bae\u5728": 231, "\u4e0b\u8fdb\u884c\u53cd\u5411\u4f20\u64ad": 231, "\u53cd\u5411\u64cd\u4f5c\u4ee5": 231, "\u4e3a\u76f8\u5e94\u524d\u5411\u64cd\u4f5c\u9009\u62e9\u7684\u76f8\u540c": 231, "\u68af\u5ea6\u7f29\u653e": 231, "\u6709\u52a9\u4e8e\u9632\u6b62\u68af\u5ea6\u5e45\u5ea6\u8f83\u5c0f\u65f6\u5728\u6df7\u5408\u7cbe\u5ea6\u8bad\u7ec3\u4e2d\u88ab\u51b2\u5237\u4e3a\u96f6": 231, "\u4e0b\u6ea2": 231, "\u65b9\u4fbf\u5730\u6267\u884c\u68af\u5ea6\u7f29\u653e\u7684\u6b65\u9aa4": 231, "\u5728\u6536\u655b\u8fd0\u884c\u5f00\u59cb\u65f6\u4f7f\u7528\u9ed8\u8ba4\u53c2\u6570\u6784\u9020\u4e00\u4e2a": 231, "scaler": 231, "\u5982\u679c\u60a8\u7684\u7f51\u7edc\u5728\u9ed8\u8ba4": 231, "\u53c2\u6570\u4e0b\u65e0\u6cd5\u6536\u655b": 231, "\u8bf7\u63d0\u4ea4\u4e00\u4e2a": 231, "\u6574\u4e2a\u6536\u655b\u8fd0\u884c\u5e94\u8be5\u4f7f\u7528\u76f8\u540c\u7684": 231, "\u5982\u679c\u60a8\u5728\u540c\u4e00\u4e2a\u811a\u672c\u4e2d\u6267\u884c\u591a\u4e2a\u6536\u655b\u8fd0\u884c": 231, "\u6bcf\u4e2a\u8fd0\u884c\u5e94\u8be5\u4f7f\u7528\u4e00\u4e2a\u4e13\u7528\u7684\u65b0": 231, "\u5b9e\u4f8b\u662f\u8f7b\u91cf\u7ea7\u7684": 231, "\u7f29\u653e\u635f\u5931": 231, "\u5728\u7f29\u653e\u540e\u7684\u635f\u5931\u4e0a\u8c03\u7528": 231, "\u4ee5\u521b\u5efa\u7f29\u653e\u540e\u7684\u68af\u5ea6": 231, "\u9996\u5148\u5c06\u4f18\u5316\u5668\u5206\u914d\u7684\u53c2\u6570\u7684\u68af\u5ea6\u53cd\u7f29\u653e": 231, "\u5982\u679c\u8fd9\u4e9b\u68af\u5ea6\u4e0d\u5305\u542b": 231, "\u5219\u8c03\u7528": 231, "\u5426\u5219\u8df3\u8fc7": 231, "\u66f4\u65b0\u4e0b\u4e00\u6b21\u8fed\u4ee3\u7684\u7f29\u653e\u6bd4\u4f8b": 231, "\u4ee5\u4e0b\u8fd8\u6f14\u793a\u4e86": 231, "\u7684\u4e00\u4e2a\u53ef\u9009\u4fbf\u5229\u53c2\u6570": 231, "\u5982\u679c\u4e3a": 231, "\u7684\u8c03\u7528\u5c06\u6210\u4e3a\u65e0\u64cd\u4f5c": 231, "\u8fd9\u5141\u8bb8\u5728\u9ed8\u8ba4\u7cbe\u5ea6\u548c\u6df7\u5408\u7cbe\u5ea6\u4e4b\u95f4\u5207\u6362": 231, "\u800c\u65e0\u9700\u4f7f\u7528": 231, "\u8bed\u53e5": 231, "use_amp": 231, "\u6df7\u5408\u7cbe\u5ea6": 231, "\u4ea7\u751f\u7684\u6240\u6709\u68af\u5ea6\u90fd\u662f\u7f29\u653e\u8fc7\u7684": 231, "\u5982\u679c\u60a8\u5e0c\u671b\u5728": 231, "\u4e4b\u95f4\u68c0\u67e5\u6216\u4fee\u6539": 231, "\u53c2\u6570\u7684": 231, "\u60a8\u5e94\u8be5\u9996\u5148\u4f7f\u7528": 231, "unscale_": 231, "\u5bf9\u5b83\u4eec\u8fdb\u884c\u53cd\u7f29\u653e": 231, "0\u4e2aepoch": 231, "\u8fd9\u4e00\u90e8\u5206\u4ec5\u7528\u4e8e\u8bf4\u660e": 231, "\u4e0b\u8fd0\u884c\u524d\u5411\u4f20\u64ad": 231, "\u56e0\u4e3a\u7ebf\u6027\u5c42\u4f1a": 231, "\u5c42\u4f1a": 231, "\u4e0d\u63a8\u8350\u5728": 231, "\u53cd\u5411\u4f20\u64ad\u7684": 231, "\u5728\u4e0e\u5bf9\u5e94\u524d\u5411\u4f20\u64ad\u76f8\u540c\u7684": 231, "\u4e0b\u8fd0\u884c": 231, "\u8fd9\u91cc\u53ef\u4ee5\u7565\u5fae\u63d0\u9ad8\u6027\u80fd": 231, "\u8981\u4ee5\u4f4d\u7ea7\u7cbe\u5ea6\u4fdd\u5b58": 231, "\u6062\u590d\u542f\u7528\u4e86": 231, "\u7684\u8fd0\u884c": 231, "\u8bf7\u4f7f\u7528": [231, 246], "\u4fdd\u5b58\u65f6": 231, "\u7684\u72b6\u6001\u5b57\u5178\u4e0e\u901a\u5e38\u7684\u6a21\u578b\u548c\u4f18\u5316\u5668\u72b6\u6001\u5b57\u5178\u4e00\u8d77\u4fdd\u5b58": 231, "\u53ef\u4ee5\u5728\u8fed\u4ee3\u5f00\u59cb\u65f6": 231, "\u4efb\u4f55\u524d\u5411\u4f20\u64ad\u4e4b\u524d": 231, "\u6216\u5728\u8fed\u4ee3\u7ed3\u675f\u65f6": 231, "\u4e4b\u540e\u6267\u884c\u6b64\u64cd\u4f5c": 231, "\u6309\u9700\u5199\u5165\u68c0\u67e5\u70b9": 231, "\u6062\u590d\u65f6": 231, "\u7684\u72b6\u6001\u5b57\u5178\u4e0e\u6a21\u578b\u548c\u4f18\u5316\u5668\u72b6\u6001\u5b57\u5178\u4e00\u8d77\u52a0\u8f7d": 231, "\u6309\u9700\u8bfb\u53d6\u68c0\u67e5\u70b9": 231, "\u5982\u679c\u68c0\u67e5\u70b9\u662f\u4ece\u4e00\u4e2a\u6ca1\u6709\u4f7f\u7528": 231, "\u7684\u8fd0\u884c\u4e2d\u521b\u5efa\u7684": 231, "\u800c\u60a8\u60f3\u6062\u590d\u8bad\u7ec3\u65f6\u4f7f\u7528": 231, "\u50cf\u5f80\u5e38\u4e00\u6837\u4ece\u68c0\u67e5\u70b9\u52a0\u8f7d\u6a21\u578b\u548c\u4f18\u5316\u5668\u72b6\u6001": 231, "\u68c0\u67e5\u70b9\u4e0d\u4f1a\u5305\u542b\u5df2\u4fdd\u5b58\u7684": 231, "\u72b6\u6001": [231, 260], "\u4f7f\u7528\u4e00\u4e2a\u65b0\u7684": 231, "\u5982\u679c\u68c0\u67e5\u70b9\u662f\u4ece\u4e00\u4e2a\u4f7f\u7528\u4e86": 231, "\u800c\u60a8\u60f3\u6062\u590d\u8bad\u7ec3\u65f6\u4e0d\u4f7f\u7528": 231, "\u5e76\u5ffd\u7565\u5df2\u4fdd\u5b58\u7684": 231, "\u53ef\u4ee5\u5355\u72ec\u7528\u4e8e\u5305\u88c5\u63a8\u7406\u6216\u8bc4\u4f30\u7684\u524d\u5411\u4f20\u64ad": 231, "\u4e0d\u9700\u8981": 231, "\u81ea\u52a8\u6df7\u5408\u7cbe\u5ea6\u793a\u4f8b": 231, "\u4ee5\u4e86\u89e3\u9ad8\u7ea7\u7528\u4f8b": 231, "\u68af\u5ea6\u7d2f\u79ef": 231, "\u68af\u5ea6\u60e9\u7f5a": 231, "\u53cc\u5411\u53cd\u5411\u4f20\u64ad": 231, "\u5305\u542b\u591a\u4e2a\u6a21\u578b": 231, "\u4f18\u5316\u5668\u6216\u635f\u5931\u7684\u7f51\u7edc": 231, "\u591a": 231, "\u81ea\u5b9a\u4e49\u81ea\u52a8\u68af\u5ea6\u51fd\u6570": 231, "\u5982\u679c\u5728\u540c\u4e00\u4e2a\u811a\u672c\u4e2d\u6267\u884c\u591a\u4e2a\u6536\u655b\u8fd0\u884c": 231, "\u6bcf\u4e2a\u8fd0\u884c\u90fd\u5e94\u8be5\u4f7f\u7528\u4e00\u4e2a\u4e13\u7528\u7684\u65b0": 231, "\u5982\u679c\u60a8\u6b63\u5728\u4f7f\u7528\u8c03\u5ea6\u7a0b\u5e8f\u6ce8\u518c\u81ea\u5b9a\u4e49": 231, "\u8c03\u5ea6\u7a0b\u5e8f\u6559\u7a0b": 231, "\u60a8\u7684\u7f51\u7edc\u53ef\u80fd\u65e0\u6cd5\u5145\u5206\u5229\u7528": 231, "\u7684\u8ba1\u7b97\u80fd\u529b": 231, "\u56e0\u6b64\u53d7\u5230": 231, "\u7684\u9650\u5236": 231, "\u6027\u80fd\u7684\u5f71\u54cd\u5c06\u65e0\u5173\u7d27\u8981": 231, "\u4e00\u4e2a\u7c97\u7565\u7684\u7ecf\u9a8c\u6cd5\u5219\u662f": 231, "\u5c3d\u53ef\u80fd\u589e\u52a0\u6279\u91cf\u548c": 231, "\u6216\u7f51\u7edc\u5927\u5c0f": 231, "\u76f4\u5230\u4e0d\u4f1a\u53d1\u751f\u5185\u5b58\u4e0d\u8db3\u9519\u8bef": 231, "\u5c3d\u91cf\u907f\u514d\u8fc7\u591a\u7684": 231, "\u8c03\u7528\u6216\u4ece": 231, "\u5f20\u91cf\u6253\u5370\u503c": 231, "\u5c3d\u91cf\u907f\u514d\u5927\u91cf\u5c0f\u578b": 231, "\u64cd\u4f5c\u7684\u5e8f\u5217": 231, "\u5982\u679c\u53ef\u80fd": [231, 248], "\u8bf7\u5c06\u8fd9\u4e9b\u64cd\u4f5c\u5408\u5e76\u4e3a\u51e0\u4e2a\u5927\u578b": 231, "\u64cd\u4f5c": [231, 259], "\u60a8\u7684\u7f51\u7edc\u53ef\u80fd\u662f": 231, "\u8ba1\u7b97\u5bc6\u96c6\u578b\u7684": 231, "\u5927\u91cf": 231, "\u4f46\u60a8\u7684": 231, "\u6ca1\u6709\u5f20\u91cf\u6838\u5fc3": 231, "\u9884\u671f\u52a0\u901f\u6548\u679c\u4f1a\u964d\u4f4e": 231, "\u7684\u7ef4\u5ea6\u4e0d\u9002\u5408\u5f20\u91cf\u6838\u5fc3": 231, "\u8bf7\u786e\u4fdd\u53c2\u4e0e\u8ba1\u7b97\u7684": 231, "\u7684\u5927\u5c0f\u662f": 231, "\u5bf9\u4e8e\u5e26\u6709": 231, "\u8fd9\u53ef\u80fd\u662f\u4e00\u4e2a\u5fae\u5999\u7684\u95ee\u9898": 231, "\u65e9\u671f\u7248\u672c\u7684\u5377\u79ef\u4e5f\u6709\u7c7b\u4f3c\u7684\u5c3a\u5bf8\u9650\u5236": 231, "\u4ee5\u4fbf\u4f7f\u7528\u5f20\u91cf\u6838\u5fc3": 231, "\u4f46\u5bf9\u4e8e": 231, "\u53ca\u66f4\u9ad8\u7248\u672c": 231, "\u4e0d\u5b58\u5728\u6b64\u7c7b\u9650\u5236": 231, "\u4ee5\u83b7\u53d6\u6307\u5bfc": 231, "\u68c0\u67e5\u60a8\u7684\u7f51\u7edc\u662f\u5426\u7b26\u5408": 231, "\u9ad8\u7ea7\u7528\u4f8b": 231, "\u53e6\u8bf7\u53c2\u9605": 231, "\u4f18\u5148\u4f7f\u7528": 231, "\u5982\u679c\u60a8\u786e\u4fe1\u60a8\u7684": 231, "\u7528\u6cd5\u662f\u6b63\u786e\u7684": 231, "\u60a8\u53ef\u80fd\u9700\u8981\u63d0\u4ea4\u4e00\u4e2a": 231, "\u4f46\u5728\u8fd9\u6837\u505a\u4e4b\u524d": 231, "\u6536\u96c6\u4ee5\u4e0b\u4fe1\u606f\u4f1a\u5f88\u6709\u5e2e\u52a9": 231, "\u901a\u8fc7\u5c06": 231, "\u4f20\u9012\u7ed9\u5b83\u4eec\u7684\u6784\u9020\u51fd\u6570": 231, "\u5206\u522b\u7981\u7528": 231, "\u5e76\u67e5\u770b": 231, "\u662f\u5426\u4ecd\u7136\u5b58\u5728": 231, "\u5982\u679c\u60a8\u6000\u7591\u7f51\u7edc\u7684\u67d0\u4e00\u90e8\u5206": 231, "\u4e00\u4e2a\u590d\u6742\u7684\u635f\u5931\u51fd\u6570": 231, "\u6ea2\u51fa": 231, "\u8bf7\u5728": [231, 241], "\u4e2d\u8fd0\u884c\u8be5\u524d\u5411\u533a\u57df": 231, "\u6587\u6863\u5b57\u7b26\u4e32": 231, "\u7684\u6700\u540e\u4e00\u4e2a\u4ee3\u7801\u7247\u6bb5": 231, "\u5c55\u793a\u4e86\u5982\u4f55\u5f3a\u5236\u5b50\u533a\u57df\u5728": 231, "\u4e2d\u8fd0\u884c": [231, 258], "\u901a\u8fc7\u5728\u672c\u5730\u7981\u7528": 231, "\u5e76\u5c06\u5b50\u533a\u57df\u7684\u8f93\u5165\u8f6c\u6362\u4e3a": 231, "\u8bd5\u56fe\u6db5\u76d6\u6240\u6709\u53ef\u4ece\u4e2d\u53d7\u76ca\u6216\u9700\u8981\u8f6c\u6362\u7684": 231, "\u83b7\u5f97\u660e\u786e\u8986\u76d6\u7684": 231, "\u662f\u6839\u636e\u6570\u503c\u5c5e\u6027\u9009\u62e9\u7684": 231, "\u4f46\u4e5f\u57fa\u4e8e\u7ecf\u9a8c": 231, "\u5982\u679c\u60a8\u5728\u542f\u7528\u4e86": 231, "\u7684\u524d\u5411\u533a\u57df\u6216\u968f\u540e\u7684\u53cd\u5411\u4f20\u64ad\u4e2d\u770b\u5230\u7c7b\u578b\u4e0d\u5339\u914d\u9519\u8bef": 231, "\u90a3\u53ef\u80fd\u662f": 231, "\u6f0f\u6389\u4e86\u4e00\u4e2a": 231, "\u8bf7\u63d0\u4ea4\u4e00\u4e2a\u5305\u542b\u9519\u8bef\u56de\u6eaf\u7684": 231, "\u5728\u8fd0\u884c\u60a8\u7684\u811a\u672c\u4e4b\u524d": 231, "torch_show_cpp_stacktrac": 231, "\u4ee5\u63d0\u4f9b\u6709\u5173\u54ea\u4e2a\u540e\u7aef": 231, "\u5931\u8d25\u7684\u8be6\u7ec6\u4fe1\u606f": 231, "amp_recip": [231, 236], "\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u4f7f\u7528": 232, "\u6a21\u5757\u6765\u6d4b\u91cf\u548c\u6bd4\u8f83\u4ee3\u7801\u6027\u80fd\u7684\u5feb\u901f\u5165\u95e8\u6307\u5357": 232, "\u57fa\u51c6\u6d4b\u8bd5\u662f\u7f16\u5199\u4ee3\u7801\u65f6\u7684\u4e00\u4e2a\u91cd\u8981\u6b65\u9aa4": 232, "\u5b83\u5e2e\u52a9\u6211\u4eec\u9a8c\u8bc1\u4ee3\u7801\u662f\u5426\u6ee1\u8db3\u6027\u80fd\u9884\u671f": 232, "\u6bd4\u8f83\u89e3\u51b3\u540c\u4e00\u95ee\u9898\u7684\u4e0d\u540c\u65b9\u6cd5": 232, "\u5e76\u9632\u6b62\u6027\u80fd\u88c2\u5316": 232, "\u5bf9\u4e8e\u57fa\u51c6\u6d4b\u8bd5": 232, "\u4ee3\u7801\u6709\u8bb8\u591a\u9009\u62e9": 232, "\u5185\u7f6e\u7684": 232, "\u57fa\u51c6\u6d4b\u8bd5": [232, 239], "\u4ee3\u7801\u6709\u8bb8\u591a\u5bb9\u6613\u88ab\u5ffd\u89c6\u7684\u6ce8\u610f\u4e8b\u9879": 232, "\u4f8b\u5982\u7ba1\u7406\u7ebf\u7a0b\u6570\u91cf\u548c\u540c\u6b65": 232, "\u4e3a\u57fa\u51c6\u6d4b\u8bd5\u751f\u6210\u5f20\u91cf\u8f93\u5165\u53ef\u80fd\u76f8\u5f53\u7e41\u7410": 232, "\u672c\u6559\u7a0b\u6f14\u793a\u4e86\u5982\u4f55\u4f7f\u7528": 232, "\u6a21\u5757\u6765\u907f\u514d\u5e38\u89c1\u9519\u8bef": 232, "\u540c\u65f6\u66f4\u5bb9\u6613\u6bd4\u8f83\u4e0d\u540c\u4ee3\u7801\u7684\u6027\u80fd": 232, "\u4e3a\u57fa\u51c6\u6d4b\u8bd5\u751f\u6210\u8f93\u5165\u7b49": 232, "\u5982\u679c\u5c1a\u672a\u5b89\u88c5": [232, 244, 249, 251], "\u8bf7\u5148\u5b89\u88c5": 232, "\u5728\u64b0\u5199\u672c\u6587\u65f6": 232, "\u4e0d\u652f\u6301\u6279\u91cf\u6a21\u5f0f": 232, "\u56e0\u6b64\u6211\u4eec\u5c06\u6bd4\u8f83\u4f7f\u7528\u73b0\u6709": 232, "\u8fd0\u7b97\u7b26\u5b9e\u73b0\u5b83\u7684\u4e24\u79cd\u65b9\u6cd5": 232, "\u4e00\u79cd\u65b9\u6cd5\u4f7f\u7528": 232, "\u7684\u7ec4\u5408": 232, "\u53e6\u4e00\u79cd\u65b9\u6cd5\u4f7f\u7528": 232, "batched_dot_mul_sum": 232, "batched_dot_bmm": 232, "\u6a21\u5757\u5bf9\u4ee3\u7801\u8fdb\u884c\u57fa\u51c6\u6d4b\u8bd5": 232, "\u6211\u4eec\u5728\u8fd9\u91cc\u4fdd\u6301\u57fa\u51c6\u6d4b\u8bd5\u4ee3\u7801\u7b80\u5355": 232, "\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u6bd4\u8f83": 232, "mul_sum": 232, "\u6a21\u5757\u7684\u8bbe\u8ba1\u4f7f\u5f97\u5bf9\u4e8e\u90a3\u4e9b\u66fe\u7ecf\u4f7f\u7528\u8fc7": 232, "\u6a21\u5757\u7684\u4eba\u6765\u8bf4": 232, "\u5b83\u770b\u8d77\u6765\u5f88\u719f\u6089": 232, "\u5b83\u7684\u9ed8\u8ba4\u8bbe\u7f6e\u4f7f\u5f97\u5b83\u66f4\u5bb9\u6613\u4e14\u66f4\u5b89\u5168\u5730\u7528\u4e8e\u5bf9": 232, "\u4ee3\u7801\u8fdb\u884c\u57fa\u51c6\u6d4b\u8bd5": 232, "\u9996\u5148\u8ba9\u6211\u4eec\u5bf9\u6bd4\u4e00\u4e0b\u57fa\u672capi\u7684\u4f7f\u7528": 232, "0x7fb10400d0f0": 232, "379": 232, "0x7fb103d67048": 232, "\u867d\u7136\u57fa\u672c\u529f\u80fd\u7684api\u662f\u76f8\u540c\u7684": 232, "\u4f46\u662f\u8fd8\u662f\u6709\u4e00\u4e9b\u91cd\u8981\u7684\u533a\u522b": 232, "\u8fd4\u56de\u7684\u662f\u6bcf\u6b21\u8fd0\u884c\u7684\u65f6\u95f4": 232, "\u8fd4\u56de\u7684\u603b\u8fd0\u884c\u65f6\u95f4": 232, "\u6a21\u5757\u8fd8\u63d0\u4f9b\u4e86\u683c\u5f0f\u5316\u7684\u5b57\u7b26\u4e32\u8868\u793a": 232, "\u7528\u4e8e\u6253\u5370\u7ed3\u679c": 232, "\u53e6\u4e00\u4e2a\u91cd\u8981\u7684\u533a\u522b": 232, "\u4e5f\u662f\u7ed3\u679c\u4e0d\u540c\u7684\u539f\u56e0": 232, "\u662fpytorch\u57fa\u51c6\u6d4b\u8bd5\u6a21\u5757\u9ed8\u8ba4\u5728\u5355\u7ebf\u7a0b\u4e2d\u8fd0\u884c": 232, "\u53c2\u6570\u6765\u66f4\u6539\u7ebf\u7a0b\u6570\u91cf": 232, "\u63a5\u53d7\u51e0\u4e2a\u989d\u5916\u7684\u53c2\u6570": 232, "sub_label": 232, "\u8fd9\u4e9b\u53c2\u6570\u4f1a\u6539\u53d8\u8fd4\u56de\u7684\u6d4b\u91cf\u5bf9\u8c61\u7684__repr__": 232, "\u5e76\u7528\u4e8e\u5bf9\u7ed3\u679c\u8fdb\u884c\u5206\u7ec4": 232, "\u7a0d\u540e\u4f1a\u8be6\u7ec6\u4ecb\u7ecd": 232, "0x7fb103d54080": 232, "118": 232, "0x7fb16935d2e8": 232, "\u4f7f\u7528\u6240\u6709\u53ef\u7528\u7ebf\u7a0b\u8fd0\u884c": 232, "\u4f1a\u5f97\u5230\u4e0e": 232, "\u6a21\u5757\u7c7b\u4f3c\u7684\u7ed3\u679c": 232, "\u66f4\u91cd\u8981\u7684\u662f": 232, "\u54ea\u4e2a\u7248\u672c\u66f4\u5feb\u53d6\u51b3\u4e8e\u6211\u4eec\u4f7f\u7528\u591a\u5c11\u7ebf\u7a0b\u8fd0\u884c\u4ee3\u7801": 232, "\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u5728\u57fa\u51c6\u6d4b\u8bd5\u65f6": 232, "\u4f7f\u7528\u4e0e\u5b9e\u9645\u7528\u4f8b\u76f8\u7b26\u7684\u7ebf\u7a0b\u8bbe\u7f6e\u975e\u5e38\u91cd\u8981": 232, "\u53e6\u4e00\u4e2a\u9700\u8981\u8bb0\u4f4f\u7684\u91cd\u8981\u4e8b\u60c5\u662f": 232, "\u4e0a\u8fdb\u884c\u57fa\u51c6\u6d4b\u8bd5\u65f6": 232, "\u8981\u540c\u6b65cpu\u548ccuda": 232, "\u8ba9\u6211\u4eec\u518d\u6b21\u5728cuda\u5f20\u91cf\u4e0a\u8fd0\u884c\u4e0a\u9762\u7684\u57fa\u51c6\u6d4b\u8bd5": 232, "\u770b\u770b\u4f1a\u53d1\u751f\u4ec0\u4e48": 232, "2775": 232, "0x7fb10400d080": 232, "\u7ed3\u679c\u63ed\u793a\u4e86\u4e00\u4e9b\u6709\u8da3\u7684\u4e8b\u60c5": 232, "\u6a21\u5757\u8fd0\u884c": 232, "\u7248\u672c\u7684\u7b2c\u4e00\u6b21\u8fd0\u884c\u6bd4\u7b2c\u4e8c\u6b21\u8fd0\u884c\u6162\u5f88\u591a": 232, "\u9700\u8981\u8c03\u7528": 232, "\u7b2c\u4e00\u6b21\u8c03\u7528\u65f6\u9700\u8981\u52a0\u8f7d\u5b83": 232, "\u8fd9\u9700\u8981\u4e00\u4e9b\u65f6\u95f4": 232, "\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u5728\u57fa\u51c6\u6d4b\u8bd5\u4e4b\u524d\u505a\u4e00\u6b21\u9884\u70ed\u8fd0\u884c\u5f88\u91cd\u8981": 232, "\u6a21\u5757\u4e3a\u6211\u4eec\u5904\u7406\u4e86\u8fd9\u4e2a\u95ee\u9898": 232, "\u6a21\u5757\u548c": 232, "\u6a21\u5757\u4e4b\u95f4\u7ed3\u679c\u7684\u5dee\u5f02\u662f\u56e0\u4e3a": 232, "\u6a21\u5757\u6ca1\u6709\u540c\u6b65": 232, "\u56e0\u6b64\u53ea\u8ba1\u65f6\u4e86\u542f\u52a8\u5185\u6838\u7684\u65f6\u95f4": 232, "\u6a21\u5757\u4e3a\u6211\u4eec\u505a\u4e86\u540c\u6b65": 232, "\u91c7\u53d6\u81f3\u5c11": 232, "\u79d2\u7684\u5355\u6b21\u8fde\u7eed\u6d4b\u91cf": 232, "\u91c7\u53d6\u591a\u6b21\u6d4b\u91cf": 232, "\u5176\u603b\u65f6\u95f4\u81f3\u5c11\u4e3a": 232, "\u79d2": 232, "\u53ef\u901a\u8fc7": [232, 237], "\u53c2\u6570\u66f4\u6539": 232, "\u5e76\u4e14\u6d4b\u91cf\u5f00\u9500\u53ea\u5360\u603b\u4f53\u6d4b\u91cf\u7684\u4e00\u5c0f\u90e8\u5206": 232, "\u8fd9\u662f\u901a\u8fc7\u9996\u5148\u4ee5\u9012\u589e\u7684\u5faa\u73af\u6b21\u6570\u8fd0\u884c": 232, "\u76f4\u5230\u8fd0\u884c\u65f6\u95f4\u8fdc\u5927\u4e8e\u6d4b\u91cf\u5f00\u9500": 232, "\u8fd9\u4e5f\u8d77\u5230\u4e86\u70ed\u8eab\u7684\u4f5c\u7528": 232, "\u7136\u540e\u8fdb\u884c\u6d4b\u91cf\u76f4\u5230\u8fbe\u5230\u76ee\u6807\u65f6\u95f4": 232, "\u8fd9\u6709\u4e00\u4e2a\u6709\u7528\u7684\u7279\u6027": 232, "\u5373\u5b83\u6d6a\u8d39\u7684\u6570\u636e\u66f4\u5c11": 232, "\u5e76\u4e14\u5141\u8bb8\u6211\u4eec\u8ba1\u7b97\u7edf\u8ba1\u6570\u636e\u6765\u4f30\u8ba1\u6d4b\u91cf\u7684\u53ef\u9760\u6027": 232, "m0": 232, "\u6211\u4eec\u8fd8\u53ef\u4ee5\u67e5\u770b\u8fd4\u56de\u7684\u6d4b\u91cf\u5bf9\u8c61\u4e2d\u83b7\u5f97\u7684\u5404\u4e2a\u7edf\u8ba1\u6570\u636e": 232, "\u6211\u4eec\u4e00\u76f4\u5728\u6bd4\u8f83\u6211\u4eec\u7684\u4e24\u4e2a\u6279\u91cf\u70b9\u79ef\u7248\u672c\u5bf9\u540c\u4e00\u8f93\u5165\u7684\u8868\u73b0": 232, "\u5728\u5b9e\u8df5\u4e2d": 232, "\u6211\u4eec\u5e0c\u671b\u5c1d\u8bd5\u4e0d\u540c\u7684\u8f93\u5165\u7ec4\u5408\u4ee5\u53ca\u4e0d\u540c\u7684\u7ebf\u7a0b\u6570\u91cf": 232, "\u7c7b\u5e2e\u52a9\u6211\u4eec\u4ee5\u683c\u5f0f\u5316\u8868\u683c\u7684\u5f62\u5f0f\u663e\u793a\u591a\u4e2a\u6d4b\u91cf\u7ed3\u679c": 232, "\u5b83\u4f7f\u7528\u4e0a\u9762\u63cf\u8ff0\u7684\u6ce8\u91ca": 232, "\u6765\u5bf9\u8868\u683c\u8fdb\u884c\u5206\u7ec4\u548c\u7ec4\u7ec7": 232, "\u6765\u770b\u770b\u6211\u4eec\u7684\u51fd\u6570\u5728\u4e0d\u540c\u7684\u8f93\u5165\u5927\u5c0f\u548c\u7ebf\u7a0b\u6570\u91cf\u4e0b\u7684\u8868\u73b0\u5982\u4f55": 232, "274": 232, "748": 232, "432": 232, "22657": 232, "11899": 232, "609": 232, "23098": 232, "27246": 232, "267073": 232, "118823": 232, "189": 232, "2782": 232, "7471": 232, "11874": 232, "173": 232, "7264": 232, "27824": 232, "100060": 232, "121499": 232, "2773": 232, "12833": 232, "6295": 232, "27062": 232, "71804": 232, "120365": 232, "103": 232, "2804": 232, "6764": 232, "11871": 232, "6640": 232, "27592": 232, "73003": 232, "120083": 232, "\u4e0a\u9762\u7684\u7ed3\u679c\u8868\u660e": 232, "\u5bf9\u4e8e\u5728\u591a\u7ebf\u7a0b\u4e0a\u8fd0\u884c\u7684\u8f83\u5927\u5f20\u91cf": 232, "\u7684\u7248\u672c\u6548\u679c\u66f4\u597d": 232, "\u800c\u5bf9\u4e8e\u8f83\u5c0f\u548c": 232, "\u6216\u5355\u7ebf\u7a0b\u4ee3\u7801": 232, "\u53e6\u4e00\u4e2a\u7248\u672c\u6548\u679c\u66f4\u597d": 232, "\u8fd8\u63d0\u4f9b\u4e86\u7528\u4e8e\u66f4\u6539\u8868\u683c\u683c\u5f0f\u7684\u51fd\u6570": 232, "trim_significant_figur": 232, "\u548c\u7b2c8\u8282\u4e2d\u63cf\u8ff0\u7684": 232, "callgrindstat": [232, 247], "\u6a21\u5757\u5e8f\u5217\u5316": 232, "\u8fd9\u4f7f\u5f97a": 232, "b\u6d4b\u8bd5\u53d8\u5f97\u5f88\u5bb9\u6613": 232, "\u56e0\u4e3a\u60a8\u53ef\u4ee5\u4ece\u4e24\u4e2a\u72ec\u7acb\u7684\u73af\u5883\u4e2d\u6536\u96c6\u6d4b\u91cf\u7ed3\u679c": 232, "\u5c06\u5b83\u4eec\u5e8f\u5217\u5316": 232, "\u7136\u540e\u5728\u5355\u4e2a\u73af\u5883\u4e2d\u52a0\u8f7d\u4e24\u8005": 232, "timer\u751a\u81f3\u63a5\u53d7\u4e00\u4e2a": 232, "\u6784\u9020\u51fd\u6570\u53c2\u6570": 232, "\u4ee5\u4fbf\u8fd9\u79cda": 232, "b\u6d4b\u8bd5\u53ef\u4ee5\u65e0\u7f1d\u8854\u63a5": 232, "\u5047\u8bbe": 232, "\u65b9\u6cd5\u4e0d\u662f\u4e24\u4e2apython\u51fd\u6570": 232, "\u800c\u662f": 232, "\u7684\u4e24\u4e2a\u4e0d\u540c\u7248\u672c": 232, "\u4e0b\u9762\u7684\u793a\u4f8b\u6f14\u793a\u4e86\u5982\u4f55\u8fdb\u884ca": 232, "b\u6d4b\u8bd5": 232, "\u4e3a\u4e86\u7b80\u5355\u8d77\u89c1": 232, "\u6211\u4eec\u53ea\u4f7f\u7528\u4e86\u4e00\u90e8\u5206\u6570\u636e": 232, "\u5e76\u7b80\u5355\u5730\u901a\u8fc7pickle\u6765\u56de\u4f20\u7ed3\u679c": 232, "\u800c\u4e0d\u662f\u5b9e\u9645\u4f7f\u7528\u591a\u4e2a\u73af\u5883\u5e76\u5c06\u7ed3\u679c\u5199\u5165\u78c1\u76d8": 232, "ab_test_result": 232, "dot_fn": 232, "ab_result": 232, "36000": 232, "40000": 232, "\u4ec5\u4e3a\u5c55\u793a\u53ef\u4ee5\u5c06\u4e4b\u524d\u6240\u6709\u7684\u7ed3\u679c\u901a\u8fc7": 232, "\u8fdb\u884c\u56de\u4f20": 232, "round_tripped_result": 232, "\u6b63\u5982\u6211\u4eec\u5728\u4e0a\u4e00\u8282\u4e2d\u770b\u5230\u7684": 232, "\u6839\u636e\u8f93\u5165\u5f20\u91cf\u7684\u4e0d\u540c": 232, "\u6027\u80fd\u5dee\u5f02\u53ef\u80fd\u4f1a\u5f88\u5927": 232, "\u5728\u591a\u4e2a\u4e0d\u540c\u7684\u8f93\u5165\u4e0a\u8fd0\u884c\u57fa\u51c6\u6d4b\u8bd5\u662f\u4e00\u4e2a\u597d\u4e3b\u610f": 232, "\u521b\u5efa\u6240\u6709\u8fd9\u4e9b\u8f93\u5165\u5f20\u91cf\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6": 232, "\u8fd9\u5c31\u662f": 232, "fuzzer": 232, "\u548c\u76f8\u5173\u7c7b\u7684\u7528\u6b66\u4e4b\u5730": 232, "\u8ba9\u6211\u4eec\u770b\u770b\u5982\u4f55\u4f7f\u7528": 232, "\u6765\u521b\u5efa\u4e00\u4e9b\u7528\u4e8e\u57fa\u51c6\u6d4b\u8bd5\u7684\u6d4b\u8bd5\u7528\u4f8b": 232, "fuzzedparamet": 232, "fuzzedtensor": 232, "parameteralia": 232, "\u751f\u6210\u968f\u673a\u5f20\u91cf": 232, "\u5143\u7d20\u6570\u91cf\u5728": 232, "10000000": 232, "\u5927\u5c0f": [232, 235], "k0": 232, "k1": 232, "\u5206\u5e03\u4e2d\u9009\u62e9": 232, "\u5176\u4e2d\u5e73\u5747": 232, "\u5c06\u662f\u4e0d\u8fde\u7eed\u7684": 232, "example_fuzz": 232, "minval": 232, "maxval": 232, "min_el": 232, "max_el": 232, "probability_contigu": 232, "tensor_param": 232, "discontigu": 232, "725": 232, "383": 232, "5039": 232, "1200": [232, 259], "2140": 232, "1296": 232, "41000": 232, "1598": 232, "519": 232, "763": 232, "141": 232, "1082": 232, "\u5b9a\u4e49\u81ea\u5df1\u7684": 232, "\u6709\u5f88\u5927\u7684\u7075\u6d3b\u6027": 232, "\u8fd9\u5bf9\u4e8e\u521b\u5efa\u5f3a\u5927\u7684\u8f93\u5165\u96c6\u8fdb\u884c\u57fa\u51c6\u6d4b\u8bd5\u975e\u5e38\u6709\u7528": 232, "\u4f46\u4e3a\u4e86\u8ba9\u4e8b\u60c5\u53d8\u5f97\u66f4\u7b80\u5355": 232, "\u57fa\u51c6\u6d4b\u8bd5\u6a21\u5757\u4e3a\u5e38\u89c1\u7684\u57fa\u51c6\u6d4b\u8bd5\u9700\u6c42\u63d0\u4f9b\u4e86\u4e00\u4e9b\u5185\u7f6e\u7684": 232, "\u8ba9\u6211\u4eec\u770b\u770b\u5982\u4f55\u4f7f\u7528\u5176\u4e2d\u4e00\u4e2a\u5185\u7f6e\u7684": 232, "op_fuzz": 232, "binaryopfuzz": 232, "473": 232, "12642115": 232, "8192": 232, "4800": 232, "20400": 232, "110000": 232, "400000": 232, "493": 232, "1100": [232, 247], "2440": 232, "870": 232, "2030": 232, "23600": 232, "24000": [232, 247], "62374": 232, "90000": 232, "240372": 232, "16000": 232, "40156": 232, "2670": 232, "\u4f18\u5316\u4ee3\u7801\u7684\u4e00\u4e2a\u6311\u6218\u662f\u65f6\u95f4\u7684\u53d8\u5316\u548c\u4e0d\u900f\u660e\u6027": 232, "\u6709\u8bb8\u591a\u4e0d\u786e\u5b9a\u6027\u7684\u6765\u6e90": 232, "\u4ece\u81ea\u9002\u5e94\u65f6\u949f\u901f\u5ea6\u5230\u4e0e\u5176\u4ed6\u8fdb\u7a0b\u7684\u8d44\u6e90\u4e89\u7528": 232, "\u7aef\u5230\u7aef\u65f6\u95f4\u5e76\u4e0d\u80fd\u63ed\u793a\u65f6\u95f4\u82b1\u8d39\u5728\u54ea\u91cc": 232, "\u800c\u8fd9\u6b63\u662f\u6211\u4eec\u5728\u4f18\u5316\u4ee3\u7801\u65f6\u611f\u5174\u8da3\u7684": 232, "\u4e00\u79cd\u8865\u5145\u65b9\u6cd5\u662f\u4e5f\u6536\u96c6\u6307\u4ee4\u8ba1\u6570": 232, "\u8fd9\u4e9b\u8ba1\u6570\u662f\u4e00\u79cd\u4ee3\u7406\u6307\u6807": 232, "\u5e76\u4e0d\u80fd\u6355\u83b7\u6027\u80fd\u7684\u6240\u6709\u65b9\u9762": 232, "\u4f8b\u5982\u5185\u5b58\u6216i": 232, "o\u7ed1\u5b9a\u4efb\u52a1": 232, "\u4f46\u5b83\u4eec\u786e\u5b9e\u5177\u6709\u4e00\u4e9b\u6709\u7528\u7684\u7279\u6027": 232, "\u6307\u4ee4\u8ba1\u6570\u662f\u53ef\u91cd\u590d\u7684": 232, "\u4e0d\u53d7\u73af\u5883\u53d8\u5316\u7684\u5f71\u54cd": 232, "\u5e76\u4e14\u53ef\u4ee5\u63d0\u4f9b\u5bf9\u7a0b\u5e8f\u5728\u54ea\u91cc\u82b1\u8d39\u5468\u671f\u7684\u7ec6\u7c92\u5ea6\u6d1e\u5bdf": 232, "\u4e3a\u4e86\u770b\u5230\u6307\u4ee4\u8ba1\u6570\u7684\u5b9e\u7528\u6027": 232, "\u8ba9\u6211\u4eec\u770b\u770b\u5982\u4f55\u51cf\u5c11": 232, "\u7684\u5f00\u9500": 232, "\u663e\u800c\u6613\u89c1\u7684\u89e3\u51b3\u65b9\u6848\u662f\u5c06\u5176\u79fb\u81f3": 232, "\u8fd9\u6837\u6211\u4eec\u5c31\u53ef\u4ee5\u907f\u514d\u5728": 232, "\u4e4b\u95f4\u591a\u6b21\u6765\u56de\u5207\u6362": 232, "\u6e90\u4ee3\u7801\u51e0\u4e4e\u662f\u76f8\u540c\u7684": 232, "\u4e2d\u6211\u4eec\u5fc5\u987b\u95ee\u7684\u4e00\u4e2a\u95ee\u9898\u662f": 232, "\u6211\u4eec\u662f\u901a\u8fc7\u503c\u8fd8\u662f\u5f15\u7528\u6765\u4f20\u9012\u53c2\u6570": 232, "batched_dot_src": 232, "batched_dot_mul_sum_v0": 232, "batched_dot_mul_sum_v1": 232, "\u63d0\u4f9b\u4e00\u4e2a\u5b9e\u7528\u7a0b\u5e8f\u6765": 232, "\u7f16\u8bd1": 232, "\u6e90\u4ee3\u7801\u4e3a": 232, "\u4f7f\u5f97\u6d4b\u8bd5\u6211\u4eec\u7684": 232, "\u5b9e\u73b0\u53d8\u5f97\u5f88\u5bb9\u6613": 232, "cpp_lib": 232, "extra_cflag": 232, "extra_include_path": 232, "\u9700\u8981\u77e5\u9053": 232, "\u5934\u6587\u4ef6\u7684\u4f4d\u7f6e": 232, "\u5c06\u521b\u5efa\u4e00\u4e2a\u5171\u4eab\u5bf9\u8c61": 232, "\u5e76\u52a0\u8f7d\u5230python\u4e2d": 232, "\u5f53\u6211\u4eec\u6536\u96c6\u6307\u4ee4\u8ba1\u6570\u65f6": 232, "timer\u5c06\u521b\u5efa\u4e00\u4e2a\u5b50\u8fdb\u7a0b": 232, "\u56e0\u6b64\u6211\u4eec\u9700\u8981\u91cd\u65b0\u5bfc\u5165\u5b83": 232, "\u5bf9\u4e8ec\u6269\u5c55": 232, "\u5bfc\u5165\u8fc7\u7a0b\u7565\u6709\u4e0d\u540c": 232, "\u4f46\u8fd9\u5c31\u662f\u6211\u4eec\u5728\u8fd9\u91cc\u6240\u505a\u7684": 232, "module_import_str": 232, "67631": 232, "importlib": 232, "spec_from_file_loc": 232, "module_from_spec": 232, "exec_modul": 232, "textwrap": 232, "pretty_print": 232, "machineri": 232, "t_baselin": 232, "\u8f6c\u79fb\u5230": [232, 247], "\u786e\u5b9e\u51cf\u5c11\u4e86\u5f00\u9500": 232, "\u4f46\u5f88\u96be\u5224\u65ad\u54ea\u79cd\u8c03\u7528\u7ea6\u5b9a\u66f4\u6709\u6548": 232, "\u4f7f\u7528\u5f15\u7528\u8c03\u7528": 232, "\u4f3c\u4e4e\u7a0d\u5feb\u4e00\u4e9b": 232, "\u4f46\u5728\u6d4b\u91cf\u8bef\u5dee\u8303\u56f4\u5185": 232, "\u6765\u786e\u5b9a\u54ea\u79cd\u65b9\u5f0f\u66f4\u597d": 232, "stats_v0": 232, "collect_callgrind": 232, "stats_v1": 232, "as_standard": [232, 247], "\u79fb\u9664\u4e86\u6587\u4ef6\u540d\u548c\u67d0\u4e9b\u8def\u5f84\u524d\u7f00": 232, "\u4f7f\u51fd\u6570\u7b26\u53f7\u66f4\u6613\u8bfb": 232, "\u5bf9\u6307\u4ee4\u8ba1\u6570\u8fdb\u884c\u5dee\u5206": 232, "denois": 232, "\u5219\u79fb\u9664\u4e86": 232, "\u89e3\u91ca\u5668\u4e2d\u5df2\u77e5\u5b58\u5728\u663e\u8457\u6296\u52a8\u7684\u51e0\u4e2a\u51fd\u6570": 232, "\u662f\u4e00\u4e2a\u8f6c\u6362\u51fd\u6570\u540d\u7684\u4fbf\u5229": 232, "\u5b83\u5728\u8fdb\u884c": 232, "ing": 232, "\u65f6\u5f88\u6709\u7528": 232, "\u56e0\u4e3a\u53ef\u4ee5\u589e\u52a0\u62b5\u6d88": 232, "\u540c\u65f6\u4e5f\u80fd\u63d0\u9ad8\u53ef\u8bfb\u6027": 232, "wrap_pybind_function_impl_": 232, "\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u6253\u5370\u9009\u9879\u6765\u63a7\u5236\u663e\u793a\u51fd\u6570\u7684\u591a\u5c11\u5185\u5bb9": 232, "linewidth": 232, "\u89e3\u6790\u540e": 232, "\u6307\u4ee4\u8ba1\u6570\u6e05\u695a\u5730\u8868\u660e": 232, "\u901a\u8fc7\u5f15\u7528\u4f20\u9012": 232, "\u66f4\u6709\u6548": 232, "\u56e0\u4e3a\u5b83\u8df3\u8fc7\u4e86\u4e00\u4e9b": 232, "\u4e2d\u95f4\u5f20\u91cf\u7684\u7c3f\u8bb0\u64cd\u4f5c": 232, "\u5e76\u4e14\u4e0e": 232, "\u4e5f\u66f4\u517c\u5bb9": 232, "\u8fd9\u4e0e\u6211\u4eec\u6709\u566a\u58f0\u65f6\u95f4\u89c2\u5bdf\u7ed3\u679c\u4e00\u81f4": 232, "valgrind_wrapp": [232, 247], "timer_interfac": [232, 247], "0x7fb0f06e7630": 232, "2392671": 232, "4367": 232, "rel_with_deb_info": [232, 247], "0x7fb10400d208": 232, "2378978": 232, "functioncount": [232, 247], "0x7fb1000ab358": 232, "0x000000000020d9e0": 232, "0x000000000020db10": 232, "integer_sequ": 232, "0ul": 232, "1ul": 232, "undefinedtensorimpl": 232, "reset_": 232, "5935": 232, "0x000000000022c0e0": 232, "13693": 232, "\u67e5\u770b\u5176\u4ed6\u6559\u7a0b\u7ee7\u7eed\u5b66\u4e60": 232, "changing_default_devic": 233, "\u6df1\u5ea6\u5b66\u4e60\u4f7f\u7528\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc": 234, "\u8fd9\u662f\u7531\u8bb8\u591a\u4e92\u8fde\u5355\u5143\u5c42\u7ec4\u6210\u7684\u8ba1\u7b97\u7cfb\u7edf": 234, "\u901a\u8fc7\u5c06\u6570\u636e\u4f20\u9012\u5230\u8fd9\u4e9b\u4e92\u8fde\u5355\u5143": 234, "\u795e\u7ecf\u7f51\u7edc\u80fd\u591f\u5b66\u4e60\u5982\u4f55\u8fd1\u4f3c\u5c06\u8f93\u5165\u8f6c\u6362\u4e3a\u8f93\u51fa\u6240\u9700\u7684\u8ba1\u7b97": 234, "\u53ef\u4ee5\u4f7f\u7528": [234, 238, 247], "\u5305\u6784\u5efa\u795e\u7ecf\u7f51\u7edc": 234, "\u63d0\u4f9b\u4e86\u4f18\u96c5\u8bbe\u8ba1\u7684\u6a21\u5757\u548c\u7c7b\u6765\u5e2e\u52a9\u60a8\u521b\u5efa\u548c\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc": 234, "\u4e2d\u6709\u5c42": 234, "\u4ee5\u53ca\u4e00\u4e2a\u8fd4\u56de": 234, "\u6765\u5b9a\u4e49\u4e00\u4e2a\u7528\u4e8e": 234, "hhttp": 234, "\u7684\u795e\u7ecf\u7f51\u7edc": 234, "\u5982\u679c\u8fd8\u6ca1\u6709\u5b89\u88c5": [234, 241, 242, 243, 250], "\u7684\u8bdd": 234, "\u6211\u4eec\u9700\u8981\u5148\u5b89\u88c5\u5b83": [234, 243, 244, 249, 250], "\u5bfc\u5165\u52a0\u8f7d\u6570\u636e\u6240\u9700\u7684\u6240\u6709\u5fc5\u8981\u5e93": [234, 237, 241, 242, 243, 244, 249, 250, 251], "\u53ca\u5176\u5b50\u6a21\u5757": [234, 241, 242, 243, 244, 249, 250], "\u6211\u4eec\u7684\u7f51\u7edc\u5c06\u8bc6\u522b\u56fe\u50cf": 234, "\u6211\u4eec\u5c06\u4f7f\u7528pytorch\u5185\u7f6e\u7684\u5377\u79ef\u8fc7\u7a0b": 234, "\u5377\u79ef\u5c06\u6bcf\u4e2a\u56fe\u50cf\u5143\u7d20\u4e0e\u5176\u5c40\u90e8\u90bb\u5c45\u76f8\u52a0": 234, "\u5e76\u7531\u4e00\u4e2a\u5c0f\u77e9\u9635": 234, "\u52a0\u6743": 234, "\u8be5\u5185\u6838\u53ef\u5e2e\u52a9\u6211\u4eec\u4ece\u8f93\u5165\u56fe\u50cf\u4e2d\u63d0\u53d6\u67d0\u4e9b\u7279\u5f81": 234, "\u5982\u8fb9\u7f18\u68c0\u6d4b": 234, "\u9510\u5229\u5ea6": 234, "\u6a21\u7cca\u5ea6\u7b49": 234, "\u5b9a\u4e49\u6a21\u578b\u7684": 234, "\u7c7b\u6709\u4e24\u4e2a\u8981\u6c42": 234, "\u7b2c\u4e00\u662f\u7f16\u5199\u4e00\u4e2a\u5f15\u7528": 234, "\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d": 234, "\u4f60\u5b9a\u4e49\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u5168\u8fde\u63a5\u5c42": 234, "\u4f7f\u7528\u5377\u79ef": 234, "\u6211\u4eec\u5c06\u5b9a\u4e49\u6211\u4eec\u7684\u6a21\u578b\u4ee5\u63a5\u53d71\u4e2a\u8f93\u5165\u56fe\u50cf\u901a\u9053": 234, "\u5e76\u8f93\u51fa\u4e0e\u6211\u4eec\u7684\u76ee\u6807\u76f8\u5339\u914d\u768410\u4e2a\u6807\u7b7e": 234, "\u8868\u793a0\u52309\u7684\u6570\u5b57": 234, "\u8fd9\u4e2a\u7b97\u6cd5\u7531\u4f60\u81ea\u5df1\u521b\u5efa": 234, "\u6211\u4eec\u5c06\u9075\u5faa\u6807\u51c6\u7684mnist\u7b97\u6cd5": 234, "\u7b2c\u4e00\u4e2a2d\u5377\u79ef\u5c42": 234, "\u63a5\u53d71\u4e2a\u8f93\u5165\u901a\u9053": 234, "\u8f93\u51fa32\u4e2a\u5377\u79ef\u7279\u5f81": 234, "\u4f7f\u75283x3\u7684\u65b9\u5f62\u6838": 234, "\u7b2c\u4e8c\u4e2a2d\u5377\u79ef\u5c42": 234, "\u63a5\u53d732\u4e2a\u8f93\u5165\u5c42": 234, "\u8f93\u51fa64\u4e2a\u5377\u79ef\u7279\u5f81": 234, "\u8bbe\u8ba1\u4e3a\u786e\u4fdd\u76f8\u90bb\u50cf\u7d20\u8981\u4e48\u5168\u4e3a0": 234, "\u8981\u4e48\u5168\u4e3a\u6fc0\u6d3b": 234, "\u5177\u6709\u4e00\u5b9a\u8f93\u5165\u6982\u7387": 234, "\u7b2c\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42": 234, "\u7b2c\u4e8c\u4e2a\u5168\u8fde\u63a5\u5c42": 234, "\u8f93\u51fa\u6211\u4eec\u768410\u4e2a\u6807\u7b7e": 234, "my_nn": 234, "\u6211\u4eec\u5df2\u7ecf\u5b8c\u6210\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u5b9a\u4e49": 234, "\u73b0\u5728\u6211\u4eec\u5fc5\u987b\u5b9a\u4e49\u6570\u636e\u5982\u4f55\u901a\u8fc7\u5b83": 234, "\u5f53\u4f60\u4f7f\u7528pytorch\u6784\u5efa\u6a21\u578b\u65f6": 234, "\u4f60\u53ea\u9700\u8981\u5b9a\u4e49": 234, "\u5b83\u5c06\u6570\u636e\u4f20\u9012\u5230\u8ba1\u7b97\u56fe": 234, "\u5373\u6211\u4eec\u7684\u795e\u7ecf\u7f51\u7edc": 234, "\u8fd9\u5c06\u4ee3\u8868\u6211\u4eec\u7684\u524d\u5411\u7b97\u6cd5": 234, "\u51fd\u6570\u4e2d\u4f7f\u7528\u4efb\u4f55\u5f20\u91cf\u64cd\u4f5c": 234, "x\u8868\u793a\u6211\u4eec\u7684\u6570\u636e": 234, "\u5c06\u6570\u636e\u4f20\u9012\u7ed9conv1": 234, "\u5bf9x\u4f7f\u7528\u6574\u6d41\u7ebf\u6027\u6fc0\u6d3b\u51fd\u6570": 234, "\u5bf9x\u8fd0\u884c\u6700\u5927\u6c60\u5316": 234, "\u5c06\u6570\u636e\u4f20\u9012\u7ed9dropout1": 234, "\u5c55\u5e73x": 234, "start_dim": 234, "\u5c06\u6570\u636e\u4f20\u9012\u7ed9": 234, "\u5bf9x\u5e94\u7528softmax": 234, "\u4e3a\u4e86\u786e\u4fdd\u6211\u4eec\u5f97\u5230\u671f\u671b\u7684\u8f93\u51fa": 234, "\u8ba9\u6211\u4eec\u901a\u8fc7\u4e00\u4e9b\u968f\u673a\u6570\u636e\u6d4b\u8bd5\u6211\u4eec\u7684\u6a21\u578b": 234, "\u7b49\u540c\u4e8e\u4e00\u4e2a\u968f\u673a\u768428x28\u56fe\u50cf": 234, "random_data": 234, "\u8fd9\u4e2a\u7ed3\u679c\u5f20\u91cf\u4e2d\u7684\u6bcf\u4e2a\u6570\u5b57\u90fd\u7b49\u540c\u4e8e\u968f\u673a\u5f20\u91cf\u6240\u5173\u8054\u7684\u6807\u7b7e\u7684\u9884\u6d4b": 234, "\u795d\u8d3a\u4f60": [234, 242, 243, 250, 251], "\u4f60\u5df2\u7ecf\u6210\u529f\u5730\u5728pytorch\u4e2d\u5b9a\u4e49\u4e86\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc": 234, "\u67e5\u770b\u8fd9\u4e9b\u5176\u4ed6\u6559\u7a0b\u4ee5\u7ee7\u7eed\u5b66\u4e60": [234, 243], "\u662f\u4ec0\u4e48": [234, 236, 237, 252, 258], "\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b\u7528\u4e8e\u63a8\u7406": 234, "defining_a_neural_network": [234, 236], "\u60a8\u5c06\u770b\u5230\u5982\u4f55\u5229\u7528\u52a8\u6001\u91cf\u5316\u6765\u52a0\u901f": 235, "\u98ce\u683c\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u63a8\u7406": 235, "\u8fd9\u53ef\u4ee5\u51cf\u5c0f\u6a21\u578b\u6743\u91cd\u7684\u5927\u5c0f": 235, "\u5e76\u52a0\u5feb\u6a21\u578b\u6267\u884c\u901f\u5ea6": 235, "\u5728\u8bbe\u8ba1\u795e\u7ecf\u7f51\u7edc\u65f6": 235, "\u53ef\u4ee5\u505a\u51fa\u591a\u79cd\u6743\u8861": 235, "\u5728\u6a21\u578b\u5f00\u53d1\u548c\u8bad\u7ec3\u671f\u95f4": 235, "\u60a8\u53ef\u4ee5\u6539\u53d8\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u5c42\u6570\u548c\u53c2\u6570\u6570\u91cf": 235, "\u5728\u6a21\u578b\u5927\u5c0f\u548c": 235, "\u6216\u6a21\u578b\u5ef6\u8fdf\u6216\u541e\u5410\u91cf\u4e0e\u7cbe\u5ea6\u4e4b\u95f4\u8fdb\u884c\u6743\u8861": 235, "\u7531\u4e8e\u60a8\u9700\u8981\u91cd\u590d\u6a21\u578b\u8bad\u7ec3\u8fc7\u7a0b": 235, "\u56e0\u6b64\u8fd9\u79cd\u6539\u53d8\u9700\u8981\u5927\u91cf\u7684\u65f6\u95f4\u548c\u8ba1\u7b97\u8d44\u6e90": 235, "\u91cf\u5316\u4e3a\u60a8\u63d0\u4f9b\u4e86\u4e00\u79cd\u5728\u5df2\u77e5\u6a21\u578b\u4e0a\u5728\u6027\u80fd\u548c\u6a21\u578b\u7cbe\u5ea6\u4e4b\u95f4\u8fdb\u884c\u6743\u8861\u7684\u65b9\u5f0f": 235, "\u800c\u65e0\u9700\u91cd\u65b0\u8bad\u7ec3\u6a21\u578b": 235, "\u60a8\u53ef\u4ee5\u5728\u5355\u4e2a\u4f1a\u8bdd\u4e2d\u5c1d\u8bd5\u4e00\u4e0b": 235, "\u60a8\u80af\u5b9a\u4f1a\u663e\u8457\u51cf\u5c0f\u6a21\u578b\u5927\u5c0f": 235, "\u5e76\u53ef\u80fd\u5728\u4e0d\u4f1a\u635f\u5931\u592a\u591a\u7cbe\u5ea6\u7684\u60c5\u51b5\u4e0b\u83b7\u5f97\u663e\u8457\u7684\u5ef6\u8fdf\u51cf\u5c11": 235, "\u91cf\u5316\u7f51\u7edc\u610f\u5473\u7740\u5c06\u5176\u8f6c\u6362\u4e3a\u4f7f\u7528\u8f83\u4f4e\u7cbe\u5ea6\u7684\u6574\u6570\u8868\u793a\u5f62\u5f0f\u6765\u8868\u793a\u6743\u91cd\u548c": 235, "\u6216\u6fc0\u6d3b": 235, "\u8fd9\u53ef\u4ee5\u51cf\u5c0f\u6a21\u578b\u5927\u5c0f": 235, "\u5e76\u5141\u8bb8\u5728": 235, "\u4e0a\u4f7f\u7528\u66f4\u9ad8\u541e\u5410\u91cf\u7684\u6570\u5b66\u8fd0\u7b97": 235, "\u4ece\u6d6e\u70b9\u6570\u8f6c\u6362\u4e3a\u6574\u6570\u503c\u65f6": 235, "\u60a8\u5b9e\u9645\u4e0a\u662f\u5c06\u6d6e\u70b9\u6570\u4e58\u4ee5\u67d0\u4e2a\u6bd4\u4f8b\u56e0\u5b50": 235, "\u7136\u540e\u5c06\u7ed3\u679c\u820d\u5165\u4e3a\u6574\u6570": 235, "\u4e0d\u540c\u7684\u91cf\u5316\u65b9\u6cd5\u5728\u786e\u5b9a\u8be5\u6bd4\u4f8b\u56e0\u5b50\u7684\u65b9\u5f0f\u4e0a\u6709\u6240\u4e0d\u540c": 235, "\u8fd9\u91cc\u4ecb\u7ecd\u7684\u52a8\u6001\u91cf\u5316\u7684\u5173\u952e\u601d\u60f3\u662f": 235, "\u6211\u4eec\u5c06\u6839\u636e\u8fd0\u884c\u65f6\u89c2\u5bdf\u5230\u7684\u6570\u636e\u8303\u56f4\u52a8\u6001\u786e\u5b9a\u6fc0\u6d3b\u7684\u6bd4\u4f8b\u56e0\u5b50": 235, "\u8fd9\u53ef\u786e\u4fdd\u6bd4\u4f8b\u56e0\u5b50\u88ab": 235, "\u8c03\u6574": 235, "\u4e3a\u5c3d\u53ef\u80fd\u4fdd\u7559\u6bcf\u4e2a\u89c2\u5bdf\u5230\u7684\u6570\u636e\u96c6\u7684\u4fe1\u53f7": 235, "\u6a21\u578b\u53c2\u6570\u5728\u6a21\u578b\u8f6c\u6362\u671f\u95f4\u662f\u5df2\u77e5\u7684": 235, "\u5b83\u4eec\u4f1a\u63d0\u524d\u8f6c\u6362\u5e76\u4ee5": 235, "\u5f62\u5f0f\u5b58\u50a8": 235, "\u91cf\u5316\u6a21\u578b\u4e2d\u7684\u7b97\u672f\u8fd0\u7b97\u4f7f\u7528\u77e2\u91cf\u5316\u7684": 235, "\u6307\u4ee4\u5b8c\u6210": 235, "\u7d2f\u52a0\u901a\u5e38\u4f7f\u7528": 235, "\u6765\u907f\u514d\u6ea2\u51fa": 235, "\u5982\u679c\u4e0b\u4e00\u5c42\u662f\u91cf\u5316\u7684": 235, "\u5219\u5c06\u6b64\u8f83\u9ad8\u7cbe\u5ea6\u503c\u7f29\u653e\u56de": 235, "\u5982\u679c\u662f\u8f93\u51fa": 235, "\u5219\u5c06\u5176\u8f6c\u6362\u4e3a": 235, "\u52a8\u6001\u91cf\u5316\u76f8\u5bf9\u6765\u8bf4\u6ca1\u6709\u592a\u591a\u9700\u8981\u8c03\u6574\u7684\u53c2\u6570": 235, "\u56e0\u6b64\u975e\u5e38\u9002\u5408\u4f5c\u4e3a\u5c06": 235, "\u6a21\u578b\u8f6c\u6362\u4e3a\u90e8\u7f72\u7684\u6807\u51c6\u90e8\u5206\u6dfb\u52a0\u5230\u751f\u4ea7\u7ba1\u9053\u4e2d": 235, "\u672c\u793a\u4f8b\u4e2d\u91c7\u7528\u7684\u65b9\u6cd5\u7684\u5c40\u9650\u6027": 235, "\u672c\u793a\u4f8b\u63d0\u4f9b\u4e86\u5bf9": 235, "\u4e2d\u52a8\u6001\u91cf\u5316\u529f\u80fd\u7684\u5feb\u901f\u4ecb\u7ecd": 235, "\u4ee5\u53ca\u4f7f\u7528\u5b83\u7684\u5de5\u4f5c\u6d41\u7a0b": 235, "\u6211\u4eec\u7684\u91cd\u70b9\u662f\u89e3\u91ca\u7528\u4e8e\u8f6c\u6362\u6a21\u578b\u7684\u7279\u5b9a\u51fd\u6570": 235, "\u4e3a\u4e86\u7b80\u6d01\u548c\u6e05\u6670": 235, "\u6211\u4eec\u505a\u51fa\u4e86\u4e00\u4e9b\u91cd\u5927\u7b80\u5316": 235, "\u60a8\u5c06\u4ece\u4e00\u4e2a\u6700\u5c0f\u7684": 235, "\u7f51\u7edc\u5f00\u59cb": 235, "\u60a8\u53ea\u9700\u7528\u968f\u673a\u9690\u85cf\u72b6\u6001\u521d\u59cb\u5316\u7f51\u7edc": 235, "\u60a8\u5c06\u4f7f\u7528\u968f\u673a\u8f93\u5165\u6765\u6d4b\u8bd5\u7f51\u7edc": 235, "\u60a8\u4e0d\u4f1a\u5728\u672c\u6559\u7a0b\u4e2d\u8bad\u7ec3\u7f51\u7edc": 235, "\u60a8\u5c06\u770b\u5230": 235, "\u4e0e\u6211\u4eec\u5f00\u59cb\u65f6\u7684\u6d6e\u70b9\u7f51\u7edc\u76f8\u6bd4": 235, "\u91cf\u5316\u540e\u7684\u7f51\u7edc\u66f4\u5c0f\u4e14\u8fd0\u884c\u901f\u5ea6\u66f4\u5feb": 235, "\u91cf\u5316\u7f51\u7edc\u4ea7\u751f\u7684\u8f93\u51fa\u5f20\u91cf\u503c\u4e0e": 235, "\u7f51\u7edc\u8f93\u51fa\u7684\u503c\u5728\u540c\u4e00\u6570\u91cf\u7ea7": 235, "\u4f46\u6211\u4eec\u5e76\u672a\u5728\u8fd9\u91cc\u5c55\u793a\u8be5\u6280\u672f\u5728\u7ecf\u8fc7\u8bad\u7ec3\u7684": 235, "\u4e0a\u80fd\u591f\u4fdd\u7559\u8f83\u9ad8\u6a21\u578b\u7cbe\u5ea6\u7684\u60c5\u51b5": 235, "\u60a8\u5c06\u4e86\u89e3\u5982\u4f55\u8fdb\u884c\u52a8\u6001\u91cf\u5316": 235, "\u5e76\u80fd\u591f\u770b\u5230\u5185\u5b58\u4f7f\u7528\u548c\u5ef6\u8fdf\u65f6\u95f4\u7684\u6f5c\u5728\u51cf\u5c0f": 235, "\u5173\u4e8e\u8be5\u6280\u672f\u5728\u7ecf\u8fc7\u8bad\u7ec3\u7684": 235, "\u4e0a\u80fd\u591f\u4fdd\u7559\u8f83\u9ad8\u6a21\u578b\u7cbe\u5ea6\u7684\u6f14\u793a": 235, "\u5c06\u7559\u5f85\u66f4\u9ad8\u7ea7\u7684\u6559\u7a0b": 235, "\u5982\u679c\u60a8\u60f3\u76f4\u63a5\u8fdb\u5165\u66f4\u4e25\u683c\u7684\u5904\u7406": 235, "\u8bf7\u7ee7\u7eed\u5b66\u4e60": 235, "\u9ad8\u7ea7\u52a8\u6001\u91cf\u5316\u6559\u7a0b": 235, "\u672c\u793a\u4f8b\u5305\u542b": 235, "\u4e2a\u6b65\u9aa4": 235, "\u60a8\u5b9a\u4e49\u4e00\u4e2a\u975e\u5e38\u7b80\u5355\u7684": 235, "\u5bfc\u5165\u6a21\u5757": 235, "\u5e76\u5efa\u7acb\u4e00\u4e9b\u968f\u673a\u8f93\u5165\u5f20\u91cf": 235, "\u60a8\u5b9e\u4f8b\u5316\u4e00\u4e2a\u6d6e\u70b9\u6a21\u578b": 235, "\u7136\u540e\u521b\u5efa\u5176\u91cf\u5316\u7248\u672c": 235, "\u60a8\u663e\u793a\u6a21\u578b\u5927\u5c0f\u53d8\u5c0f\u4e86": 235, "\u60a8\u8fd0\u884c\u4e24\u4e2a\u6a21\u578b\u5e76\u6bd4\u8f83\u6a21\u578b\u8fd0\u884c\u65f6\u95f4": 235, "\u5ef6\u8fdf": 235, "\u60a8\u8fd0\u884c\u4e24\u4e2a\u6a21\u578b\u5e76\u6bd4\u8f83\u8f93\u51fa": 235, "\u8fd9\u662f\u4e00\u6bb5\u76f4\u63a5\u7684\u4ee3\u7801": 235, "\u7528\u4e8e\u4e3a\u672c\u793a\u4f8b\u7684\u5176\u4f59\u90e8\u5206\u505a\u51c6\u5907": 235, "\u6211\u4eec\u5728\u8fd9\u91cc\u5bfc\u5165\u7684\u552f\u4e00\u6a21\u5757\u662f": 235, "\u7684\u91cf\u5316\u7b97\u5b50\u548c\u8f6c\u6362\u51fd\u6570": 235, "\u6211\u4eec\u8fd8\u5b9a\u4e49\u4e86\u4e00\u4e2a\u975e\u5e38\u7b80\u5355\u7684": 235, "\u5e76\u8bbe\u7f6e\u4e86\u4e00\u4e9b\u8f93\u5165": 235, "\u5bfc\u5165\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u6a21\u5757": 235, "\u4e3a\u6f14\u793a\u76ee\u7684\u5b9a\u4e49\u4e00\u4e2a\u975e\u5e38\u7b80\u5355\u7684": 235, "\u6211\u4eec\u53ea\u662f\u5305\u88c5\u4e86": 235, "\u4e00\u5c42": 235, "\u6ca1\u6709\u9884\u5904\u7406\u6216\u540e\u5904\u7406": 235, "\u53d7\u5230\u4ee5\u4e0b\u6559\u7a0b\u7684\u542f\u53d1": 235, "\u5e8f\u5217\u6a21\u578b\u548c\u957f\u77ed\u671f\u8bb0\u5fc6\u7f51\u7edc\u6559\u7a0b": 235, "\u52a8\u6001\u91cf\u5316\u6559\u7a0b": 235, "lstm_for_demonstr": 235, "\u57fa\u672c\u7684\u957f\u77ed\u671f\u8bb0\u5fc6\u98ce\u683c\u6a21\u578b": 235, "\u53ea\u662f\u5305\u88c5\u4e86": 235, "\u4e0d\u5e94\u7528\u4e8e\u9664\u6f14\u793a\u4e4b\u5916\u7684\u4efb\u4f55\u5176\u4ed6\u7528\u9014": 235, "out_dim": 235, "29592": 235, "\u8bbe\u7f6e\u79cd\u5b50\u4ee5\u83b7\u5f97\u53ef\u91cd\u590d\u7ed3\u679c": 235, "\u5f62\u72b6\u53c2\u6570": 235, "model_dimens": 235, "sequence_length": 235, "lstm_depth": 235, "\u968f\u673a\u8f93\u5165\u6570\u636e": 235, "\u5b9e\u9645\u4e0a\u662f\u521d\u59cb\u9690\u85cf\u72b6\u6001\u548c\u521d\u59cb\u7ec6\u80de\u72b6\u6001\u7684\u5143\u7ec4": 235, "\u73b0\u5728\u6211\u4eec\u6765\u6267\u884c\u6709\u8da3\u7684\u90e8\u5206": 235, "\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a": 235, "float_lstm": 235, "\u7684\u6a21\u578b\u5b9e\u4f8b": 235, "\u7136\u540e\u6211\u4eec\u5c06\u5bf9\u5176\u8fdb\u884c\u91cf\u5316": 235, "\u5b83\u63a5\u53d7\u6a21\u578b": 235, "\u6211\u4eec\u5e0c\u671b\u91cf\u5316\u7684\u5b50\u6a21\u5757\u5217\u8868": 235, "\u5982\u679c\u5b58\u5728": 235, "\u4ee5\u53ca\u76ee\u6807\u6570\u636e\u7c7b\u578b": 235, "\u6b64\u51fd\u6570\u8fd4\u56de\u539f\u59cb\u6a21\u578b\u7684\u91cf\u5316\u7248\u672c": 235, "\u4f5c\u4e3a\u4e00\u4e2a\u65b0\u6a21\u5757": 235, "\u5c31\u8fd9\u4e48\u7b80\u5355": 235, "\u8fd9\u662f\u6211\u4eec\u7684\u6d6e\u70b9\u5b9e\u4f8b": 235, "\u8fd9\u662f\u6267\u884c\u91cf\u5316\u7684\u8c03\u7528": 235, "quantized_lstm": 235, "\u663e\u793a\u6240\u505a\u7684\u66f4\u6539": 235, "\u8fd9\u662f\u8be5\u6a21\u5757\u7684\u6d6e\u70b9\u7248\u672c": 235, "\u73b0\u5728\u662f\u91cf\u5316\u7248\u672c": 235, "\u6211\u4eec\u5df2\u7ecf\u91cf\u5316\u4e86\u6a21\u578b": 235, "\u8fd9\u7ed9\u6211\u4eec\u5e26\u6765\u4e86\u4ec0\u4e48\u597d\u5904": 235, "\u597d\u5904\u4e4b\u4e00\u662f\u6211\u4eec\u7528": 235, "\u548c\u4e00\u4e9b\u8bb0\u5f55\u7684\u6bd4\u4f8b\u56e0\u5b50": 235, "\u66ff\u6362\u4e86": 235, "\u6a21\u578b\u53c2\u6570": 235, "\u8fd9\u610f\u5473\u7740\u5b58\u50a8\u548c\u79fb\u52a8\u6570\u636e\u7684\u5927\u5c0f\u51cf\u5c0f\u4e86\u7ea6": 235, "\u4f7f\u7528\u9ed8\u8ba4\u503c\u65f6": 235, "\u4e0b\u9762\u663e\u793a\u7684\u51cf\u5c0f\u91cf\u5c06\u5c0f\u4e8e": 235, "\u4f46\u5982\u679c\u60a8\u5c06\u6a21\u578b\u5927\u5c0f\u589e\u52a0\u5230\u66f4\u5927\u503c": 235, "\u4f8b\u5982\u5c06": 235, "\u968f\u7740\u5b58\u50a8\u7684\u6a21\u578b\u5927\u5c0f\u8d8a\u6765\u8d8a\u591a\u5730\u7531\u53c2\u6570\u503c\u4e3b\u5bfc": 235, "\u51cf\u5c0f\u91cf\u5c06\u8d8b\u8fd1\u4e8e": 235, "\u500d": 235, "kb": [235, 239], "\u6bd4\u8f83\u5927\u5c0f": 235, "\u500d\u66f4\u5c0f": 235, "\u7b2c\u4e8c\u4e2a\u597d\u5904\u662f\u91cf\u5316\u6a21\u578b\u901a\u5e38\u4f1a\u8fd0\u884c\u5f97\u66f4\u5feb": 235, "\u8fd9\u662f\u7531\u4e8e\u591a\u79cd\u6548\u679c\u7684\u7ec4\u5408": 235, "\u81f3\u5c11\u5305\u62ec": 235, "\u51cf\u5c11\u4e86\u79fb\u52a8\u53c2\u6570\u6570\u636e\u6240\u82b1\u8d39\u7684\u65f6\u95f4": 235, "\u64cd\u4f5c\u66f4\u5feb": 235, "\u8fd9\u4e2a\u8d85\u7ea7\u7b80\u5355\u7684\u7f51\u7edc\u7684\u91cf\u5316\u7248\u672c\u8fd0\u884c\u901f\u5ea6\u66f4\u5feb": 235, "\u5bf9\u4e8e\u66f4\u590d\u6742\u7684\u7f51\u7edc\u901a\u5e38\u4e5f\u662f\u5982\u6b64": 235, "\u4f46\u6b63\u5982\u4ed6\u4eec\u6240\u8bf4": 235, "\u60a8\u7684\u91cc\u7a0b\u53ef\u80fd\u4f1a\u6709\u6240\u4e0d\u540c": 235, "\u8fd9\u53d6\u51b3\u4e8e\u8bb8\u591a\u56e0\u7d20": 235, "\u5305\u62ec\u6a21\u578b\u7684\u7ed3\u6784\u548c\u60a8\u8fd0\u884c\u7684\u786c\u4ef6": 235, "\u6bd4\u8f83\u6027\u80fd": 235, "\u6d6e\u70b9": 235, "\u6211\u4eec\u4e0d\u4f1a\u5728\u8fd9\u91cc\u4ed4\u7ec6\u67e5\u770b\u7cbe\u5ea6": 235, "\u56e0\u4e3a\u6211\u4eec\u4f7f\u7528\u7684\u662f\u968f\u673a\u521d\u59cb\u5316\u7684\u7f51\u7edc": 235, "\u800c\u4e0d\u662f\u7ecf\u8fc7\u6b63\u786e\u8bad\u7ec3\u7684\u7f51\u7edc": 235, "\u6211\u8ba4\u4e3a\u503c\u5f97\u5feb\u901f\u5c55\u793a\u4e00\u4e0b\u91cf\u5316\u7f51\u7edc\u786e\u5b9e\u4ea7\u751f\u4e86\u4e0e\u539f\u59cb\u7f51\u7edc": 235, "\u540c\u4e00\u6570\u91cf\u7ea7": 235, "\u7684\u8f93\u51fa\u5f20\u91cf\u503c": 235, "\u6709\u5173\u66f4\u8be6\u7ec6\u7684\u5206\u6790": 235, "\u8bf7\u53c2\u9605\u672c\u793a\u4f8b\u7ed3\u5c3e\u5904\u5f15\u7528\u7684\u66f4\u9ad8\u7ea7\u6559\u7a0b": 235, "\u8fd0\u884c\u6d6e\u70b9\u6a21\u578b": 235, "mag1": 235, "\u6a21\u578b\u4e2d\u8f93\u51fa\u5f20\u91cf\u503c\u7684\u7edd\u5bf9\u503c\u5747\u503c\u4e3a": 235, "\u8fd0\u884c\u91cf\u5316\u6a21\u578b": 235, "hidden2": 235, "mag2": 235, "\u6bd4\u8f83\u5b83\u4eec": 235, "mag3": 235, "\u8f93\u51fa\u5f20\u91cf\u4e4b\u95f4\u5dee\u503c\u7684\u7edd\u5bf9\u503c\u5747\u503c\u4e3a": 235, "\u6216\u5360": 235, "\u767e\u5206\u6bd4": 235, "\u6211\u4eec\u5df2\u7ecf\u89e3\u91ca\u4e86\u4ec0\u4e48\u662f\u52a8\u6001\u91cf\u5316": 235, "\u5b83\u5e26\u6765\u4e86\u4ec0\u4e48\u597d\u5904": 235, "\u60a8\u5df2\u7ecf\u4f7f\u7528": 235, "\u51fd\u6570\u5feb\u901f\u91cf\u5316\u4e86\u4e00\u4e2a\u7b80\u5355\u7684": 235, "\u8fd9\u662f\u5bf9\u8be5\u6750\u6599\u7684\u5feb\u901f\u548c\u9ad8\u7ea7\u5904\u7406": 235, "\u8981\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f": 235, "\u8bcd\u8bed\u8a00\u6a21\u578b\u6559\u7a0b": 235, "\u8bcd\u8bed\u8a00\u6a21\u578b": 235, "\u91cf\u5316\u4ecb\u7ecd": 235, "dynamic_quant": [235, 236], "loading_data_recip": [236, 237], "what_is_state_dict": [236, 250], "saving_and_loading_models_for_infer": [236, 243], "custom_dataset_transforms_load": 236, "save_load_across_devic": [236, 241], "saving_and_loading_a_general_checkpoint": [236, 242], "saving_multiple_models_in_one_fil": [236, 244], "warmstarting_model_using_parameters_from_a_different_model": [236, 249], "zeroing_out_gradi": [236, 251], "mobile_perf": 236, "\u5982\u4f55\u5728pytorch\u4e2d\u4f7f\u7528tensorboard": 236, "\u6027\u80fd\u8c03\u4f18\u6307\u5357": 236, "\u5728pytorch\u4e2d\u63a8\u7406\u5f62\u72b6": 236, "\u4f7f\u7528\u4e0d\u540c\u6a21\u578b\u7684\u53c2\u6570\u5bf9\u6a21\u578b\u8fdb\u884c\u70ed\u542f\u52a8": [236, 252], "\u4fdd\u5b58\u548c\u52a0\u8f7d\u901a\u7528\u68c0\u67e5\u70b9": [236, 252], "\u4e2d\u8de8\u8bbe\u5907\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b": 236, "\u521b\u5efa\u795e\u7ecf\u7f51\u7edc": [236, 252], "\u5728\u4e00\u4e2a\u6587\u4ef6\u4e2d\u4fdd\u5b58\u548c\u52a0\u8f7d\u591a\u4e2a\u6a21\u578b": [236, 252], "timer\u5feb\u901f\u5165\u95e8": 236, "\u8fdb\u884c\u6a21\u578b\u53ef\u89e3\u91ca\u6027": [236, 252], "\u52a8\u6001\u91cf\u5316": [236, 252], "sphx_glr_recipes_recipes_zeroing_out_gradi": 236, "\u4e2d\u6e05\u96f6\u68af\u5ea6": [236, 251], "\u4ece\u68c0\u67e5\u70b9\u52a0\u8f7d": [236, 252], "\u7684\u6280\u5de7": [236, 252], "\u4e2d\u4e3a": 236, "\u548c\u5f20\u91cf\u5b50\u7c7b\u63d0\u4f9b\u6269\u5c55\u70b9": 236, "\u81ea\u52a8\u6df7\u5408\u7cbe\u5ea6": [236, 252], "\u63d0\u4f9b\u4e86\u5e7f\u6cdb\u7684\u795e\u7ecf\u7f51\u7edc\u6784\u5efa\u6a21\u5757": 237, "\u5e76\u62e5\u6709\u7b80\u5355": 237, "\u76f4\u89c2\u4e14\u7a33\u5b9a\u7684": 237, "pytorch\u5305\u542b\u7528\u4e8e\u51c6\u5907\u548c\u52a0\u8f7d\u5e38\u89c1\u6570\u636e\u96c6\u7684\u5de5\u5177\u5305": 237, "\u4e3a\u8bad\u7ec3\u6a21\u578b\u63d0\u4f9b\u6570\u636e": 237, "\u6570\u636e\u52a0\u8f7d\u5de5\u5177\u7684\u6838\u5fc3\u7c7b\u4e3a": 237, "\u5b83\u8868\u793a\u6570\u636e\u96c6\u4e0a\u7684\u4e00\u4e2a": 237, "\u53ef\u8fed\u4ee3\u5bf9\u8c61": 237, "\u63d0\u4f9b\u4e86\u5185\u7f6e\u7684\u9ad8\u8d28\u91cf\u6570\u636e\u96c6": 237, "\u4f7f\u7528\u8fd9\u4e9b\u6570\u636e\u96c6\u53ef\u901a\u8fc7": 237, "\u672a\u6765\u4f1a\u6301\u7eed\u65b0\u589e": 237, "yesno": 237, "\u6211\u4eec\u5c06\u6f14\u793a\u5982\u4f55\u6709\u6548\u5730\u5c06\u6570\u636e\u4ece": 237, "\u52a0\u8f7d\u5230": 237, "\u6211\u4eec\u9700\u8981\u5b89\u88c5": 237, "\u4ee5\u8bbf\u95ee\u8be5\u6570\u636e\u96c6": 237, "\u5982\u679c\u5728googl": 237, "\u8bf7\u53d6\u6d88\u6ce8\u91ca\u4ee5\u4e0b\u884c": 237, "\u6839\u636e\u4f7f\u7528\u7684\u5185\u7f6e\u6570\u636e\u96c6": 237, "\u60a8\u8fd8\u53ef\u4ee5\u5b89\u88c5\u5e76\u5bfc\u5165": 237, "\u6570\u636e\u96c6\u5305\u542b\u4e00\u4e2a\u4eba\u8bf4\u5e0c\u4f2f\u6765\u8bed": 237, "\u5426": 237, "\u768460\u4e2a\u5f55\u97f3": 237, "\u6bcf\u4e2a\u5f55\u97f3\u957f\u5ea6\u4e3a8\u4e2a\u5355\u8bcd": 237, "\u521b\u5efa\u4e86\u4e00\u4e2a": 237, "openslr": 237, "waves_yesno": 237, "folder_in_arch": 237, "\u6570\u636e\u96c6\u4e2d\u7684\u6bcf\u4e2a\u6761\u76ee\u90fd\u662f\u4e00\u4e2a\u5143\u7ec4": 237, "\u5f62\u5f0f\u4e3a": 237, "\u6ce2\u5f62": 237, "\u91c7\u6837\u7387": 237, "\u60a8\u5fc5\u987b\u4e3a": 237, "\u6570\u636e\u96c6\u8bbe\u7f6e\u4e00\u4e2a": 237, "\u7528\u4e8e\u5b58\u653e\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u636e\u96c6": 237, "\u5176\u4ed6\u53c2\u6570\u662f\u53ef\u9009\u7684": 237, "\u663e\u793a\u4e86\u5b83\u4eec\u7684\u9ed8\u8ba4\u503c": 237, "\u4ee5\u4e0b\u662f\u5176\u4ed6\u53c2\u6570\u7684\u4e00\u4e9b\u6709\u7528\u4fe1\u606f": 237, "\u5982\u679c\u4e3atrue": 237, "\u5219\u4ece\u4e92\u8054\u7f51\u4e0b\u8f7d\u6570\u636e\u96c6\u5e76\u5c06\u5176\u653e\u5728root\u76ee\u5f55\u4e2d": 237, "\u5982\u679c\u6570\u636e\u96c6\u5df2\u4e0b\u8f7d": 237, "\u5219\u4e0d\u4f1a\u91cd\u65b0\u4e0b\u8f7d": 237, "\u8ba9\u6211\u4eec\u8bbf\u95ee": 237, "\u4e2d\u7684\u4e00\u4e2a\u6570\u636e\u70b9\u662f\u4e00\u4e2a\u5143\u7ec4": 237, "\u5176\u4e2d\u6807\u7b7e\u662f\u4e00\u4e2a\u6574\u6570\u5217\u8868": 237, "1\u8868\u793aye": 237, "0\u8868\u793ano": 237, "yesno_data": 237, "\u9009\u62e9\u6570\u636e\u70b9\u7f16\u53f73": 237, "\u7684\u793a\u4f8b": [237, 256], "waveform": 237, "sample_r": 237, "nlabel": 237, "\u5728\u5b9e\u8df5\u4e2d\u4f7f\u7528\u8fd9\u4e9b\u6570\u636e\u65f6": 237, "\u6700\u597d\u5c06\u6570\u636e\u5212\u5206\u4e3a": 237, "\u6570\u636e\u96c6\u548c": 237, "\u8fd9\u53ef\u786e\u4fdd\u60a8\u6709\u672a\u4f7f\u7528\u7684\u6570\u636e\u6765\u6d4b\u8bd5\u6a21\u578b\u7684\u6027\u80fd": 237, "\u73b0\u5728\u6211\u4eec\u53ef\u4ee5\u8bbf\u95ee\u6570\u636e\u96c6": 237, "\u6211\u4eec\u5fc5\u987b\u901a\u8fc7": 237, "\u4f20\u9012\u5b83": 237, "\u5c06\u6570\u636e\u96c6\u548c\u91c7\u6837\u5668\u7ec4\u5408\u5728\u4e00\u8d77": 237, "\u8fd4\u56de\u6570\u636e\u96c6\u4e0a\u7684\u4e00\u4e2a\u53ef\u8fed\u4ee3\u5bf9\u8c61": 237, "\u6211\u4eec\u7684\u6570\u636e\u73b0\u5728\u53ef\u4ee5\u4f7f\u7528": 237, "\u8fdb\u884c\u8fed\u4ee3": 237, "\u5728\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b\u65f6": 237, "\u8fd9\u5c06\u662f\u5fc5\u9700\u7684": 237, "\u60a8\u4f1a\u6ce8\u610f\u5230": 237, "\u5bf9\u8c61\u4e2d\u7684\u6bcf\u4e2a\u6570\u636e\u6761\u76ee\u90fd\u8f6c\u6362\u4e3a\u4e00\u4e2a\u5f20\u91cf": 237, "\u5176\u4e2d\u5305\u542b\u8868\u793a\u6ce2\u5f62": 237, "\u91c7\u6837\u7387\u548c\u6807\u7b7e\u7684\u5f20\u91cf": 237, "\u60a8\u53ef\u4ee5\u9009\u62e9\u53ef\u89c6\u5316\u6570\u636e": 237, "\u4ee5\u8fdb\u4e00\u6b65\u4e86\u89e3": 237, "\u795d\u8d3a\u60a8": [237, 241, 244, 249], "\u60a8\u5df2\u6210\u529f\u5728pytorch\u4e2d\u52a0\u8f7d\u6570\u636e": 237, "\u67e5\u770b\u8fd9\u4e9b\u5176\u4ed6\u6559\u7a0b": [237, 249, 250, 251], "\u7ee7\u7eed\u60a8\u7684\u5b66\u4e60": [237, 249], "\u5b9a\u4e49\u795e\u7ecf\u7f51\u7edc": 237, "pytorch\u4e2d\u7684state_dict": 237, "mikayla": [238, 245], "gawarecki": [238, 245], "\u5982\u679c\u4f60\u8981\u52a0\u8f7d\u4e00\u4e2a\u68c0\u67e5\u70b9\u5e76\u5e0c\u671b\u5c3d\u53ef\u80fd\u51cf\u5c11\u8ba1\u7b97\u548c\u5185\u5b58\u7684\u4f7f\u7528": 238, "\u672c\u6559\u7a0b\u5c06\u5206\u4eab\u4e00\u4e9b\u63a8\u8350\u7684\u505a\u6cd5": 238, "\u7279\u522b\u662f\u6211\u4eec\u5c06\u8ba8\u8bba\u4ee5\u4e0b\u51e0\u70b9": 238, "\u5173\u952e\u5b57\u53c2\u6570": 238, "\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668": [238, 248], "\u8ba9\u6211\u4eec\u8003\u8651\u4e00\u4e2a\u7b80\u5355\u7684": 238, "\u5b83\u5305\u542b\u4e00\u4e2a\u7ebf\u6027\u5c42\u5217\u8868": 238, "somemodul": 238, "\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u6f14\u793a\u4e86\u5982\u4f55\u4f7f\u7528": 238, "\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668\u548c": 238, "meta_m": 238, "\u5c06\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u4e0e\u4e0a\u9762\u7684\u8fdb\u884c\u6bd4\u8f83": 238, "\u7b2c\u4e8c\u4e2a\u793a\u4f8b\u6ca1\u6709\u4f7f\u7528\u4e0a\u9762\u5217\u51fa\u7684\u4efb\u4f55\u7279\u6027": 238, "\u56e0\u6b64\u5728\u52a0\u8f7d\u68c0\u67e5\u70b9\u65f6\u8ba1\u7b97\u548c\u5185\u5b58\u6548\u7387\u4f1a\u8f83\u4f4e": 238, "\u5728\u4e0b\u9762\u7684\u90e8\u5206\u4e2d": 238, "\u6211\u4eec\u5c06\u8be6\u7ec6\u8ba8\u8bba\u6bcf\u4e2a\u7279\u6027": 238, "\u8ba9\u6211\u4eec\u8003\u8651\u4f7f\u7528": 238, "\u52a0\u8f7d\u68c0\u67e5\u70b9\u65f6\u4f1a\u53d1\u751f\u4ec0\u4e48": 238, "\u4fdd\u5b58\u68c0\u67e5\u70b9\u65f6": 238, "\u5f20\u91cf\u5b58\u50a8\u4f1a\u88ab\u6807\u8bb0\u4e3a\u4fdd\u5b58\u65f6\u6240\u5728\u7684\u8bbe\u5907": 238, "\u5f20\u91cf\u5b58\u50a8\u5c06\u88ab\u52a0\u8f7d\u5230\u5b83\u4eec\u88ab\u6807\u8bb0\u7684\u8bbe\u5907\u4e0a": 238, "\u9664\u975e\u4f7f\u7528": 238, "\u6807\u5fd7\u8986\u76d6\u6b64\u884c\u4e3a": 238, "\u4e3a\u4e86\u89e3\u91ca\u65b9\u4fbf": 238, "\u6211\u4eec\u5047\u8bbe\u5f20\u91cf\u662f\u4fdd\u5b58\u5728": 238, "\u8fd9\u610f\u5473\u7740\u5728\u7b2c\u4e00\u884c\u4e2d": 238, "\u6240\u6709\u5f20\u91cf\u5b58\u50a8\u5c06\u88ab\u52a0\u8f7d\u5230": 238, "\u5185\u5b58\u4e2d": 238, "\u5728\u4ee5\u4e0b\u60c5\u51b5\u4e0b\u8fd9\u662f\u4e0d\u53ef\u53d6\u7684": 238, "\u5185\u5b58\u5c0f\u4e8e\u68c0\u67e5\u70b9\u7684\u5927\u5c0f": 238, "\u5728\u6267\u884c\u4e00\u4e9b\u6bcf\u5f20\u91cf\u5904\u7406\u4e4b\u524d\u7b49\u5f85\u6574\u4e2a\u68c0\u67e5\u70b9\u88ab\u52a0\u8f7d\u5230\u5185\u5b58\u4e2d": 238, "\u7684\u52a0\u8f7d\u65f6\u95f4": 238, "\u5173\u952e\u5b57\u53c2\u6570\u8bd5\u56fe\u89e3\u51b3\u4e0a\u8ff0\u4e24\u4e2a\u95ee\u9898": 238, "\u987e\u540d\u601d\u4e49": 238, "\u5173\u952e\u5b57\u53c2\u6570\u4f7f\u7528\u4e86": 238, "\u5b83\u5c06\u78c1\u76d8\u4e0a\u7684\u6587\u4ef6\u6620\u5c04\u5230\u865a\u62df\u5185\u5b58\u4e2d": 238, "\u5e76\u8ba9\u64cd\u4f5c\u7cfb\u7edf\u81ea\u52a8\u5904\u7406\u52a0\u8f7d\u548c\u5378\u8f7d\u5230\u7269\u7406\u5185\u5b58": 238, "\u5f53\u4f20\u9012\u6b64\u6807\u5fd7\u65f6": 238, "\u5f20\u91cf\u5b58\u50a8\u5c06\u88ab\u5185\u5b58\u6620\u5c04": 238, "\u5982\u4e0a\u6240\u8ff0": 238, "\u53ef\u4ee5\u4f7f\u7528\u6b64\u53c2\u6570\u5728\u4e0d\u5c06\u6240\u6709\u5f20\u91cf\u5b58\u50a8\u52a0\u8f7d\u5230": 238, "\u5185\u5b58\u4e2d\u7684\u60c5\u51b5\u4e0b\u5bf9\u68c0\u67e5\u70b9\u6267\u884c\u6bcf\u5f20\u91cf\u5904\u7406": 238, "my_special_routin": 238, "\u8fd9\u53ef\u80fd\u662f\u4e00\u4e2a\u66f4\u590d\u6742\u7684\u64cd\u4f5c": 238, "my_processing_funct": 238, "processed_t": 238, "\u8ba9\u6211\u4eec\u8003\u8651\u6a21\u5757\u7684\u521b\u5efa": 238, "\u8fd9\u5c06\u4e3a\u6240\u6709\u53c2\u6570": 238, "\u7f13\u51b2\u533a\u5206\u914d\u5185\u5b58\u5e76\u6839\u636e": 238, "\u4e2d\u5b9a\u4e49\u7684\u9ed8\u8ba4\u521d\u59cb\u5316\u65b9\u6848\u5bf9\u5176\u8fdb\u884c\u521d\u59cb\u5316": 238, "\u5f53\u6211\u4eec\u60f3\u8981\u52a0\u8f7d\u68c0\u67e5\u70b9\u65f6": 238, "\u8fd9\u662f\u6d6a\u8d39\u7684": 238, "\u539f\u56e0\u5982\u4e0b": 238, "\u521d\u59cb\u5316\u5185\u6838\u7684\u7ed3\u679c\u5c06\u88ab": 238, "\u8986\u76d6\u800c\u4ece\u672a\u88ab\u4f7f\u7528": 238, "\u56e0\u6b64\u521d\u59cb\u5316\u662f\u6d6a\u8d39\u7684": 238, "\u4e2d\u4e3a\u8fd9\u4e9b\u53c2\u6570": 238, "\u7f13\u51b2\u533a\u5206\u914d\u4e86\u5185\u5b58": 238, "\u4fdd\u5b58\u7684\u72b6\u6001\u5b57\u5178\u4e5f\u5728": 238, "\u4e2d\u4e3a\u68c0\u67e5\u70b9\u4e2d\u7684\u53c2\u6570": 238, "\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e24\u4e2a\u95ee\u9898": 238, "\u6211\u4eec\u53ef\u4ee5\u5728\u5b9e\u4f8b\u5316": 238, "tensor_attribut": 238, "\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668\u786e\u4fdd\u5de5\u5382\u8c03\u7528\u5c06\u88ab\u89c6\u4e3a\u4f20\u9012\u4e86\u6307\u5b9a\u7684": 238, "\u4f5c\u4e3a\u53c2\u6570": 238, "\u4e0a\u7684\u5f20\u91cf\u4e0d\u643a\u5e26\u6570\u636e": 238, "\u5b83\u4eec\u5177\u6709\u5f20\u91cf\u6240\u643a\u5e26\u7684\u5176\u4ed6\u5143\u6570\u636e": 238, "new_m": 238, "\u6211\u4eec\u8003\u8651\u52a0\u8f7d\u72b6\u6001\u5b57\u5178": 238, "\u901a\u5e38\u662f\u901a\u8fc7": 238, "param_in_model": 238, "param_in_state_dict": 238, "\u7684\u5c31\u5730\u590d\u5236\u5b9e\u73b0\u7684": 238, "\u8fd9\u610f\u5473\u7740\u72b6\u6001\u5b57\u5178\u4e2d\u5bf9\u5e94\u952e\u7684\u53c2\u6570": 238, "\u7f13\u51b2\u533a\u5c06\u88ab\u590d\u5236\u5230": 238, "\u4e2d\u7684\u53c2\u6570": 238, "\u7f13\u51b2\u533a": 238, "\u8bbe\u5907\u4e0a\u7684\u5f20\u91cf\u8fdb\u884c\u5c31\u5730\u590d\u5236\u662f\u65e0\u64cd\u4f5c\u7684": 238, "\u4e3a\u4e86\u907f\u514d\u8fd9\u79cd\u60c5\u51b5": [238, 239], "\u6211\u4eec\u53ef\u4ee5\u5728": [238, 258], "\u4e2d\u4f20\u9012": 238, "\u8fd9\u91cc\u7684\u4e00\u4e2a\u8b66\u544a\u662f": 238, "\u7531\u4e8e\u4f18\u5316\u5668\u6301\u6709\u5bf9": 238, "\u7684\u5f15\u7528": 238, "\u5982\u679c\u4f20\u9012\u4e86": 238, "\u5219\u5fc5\u987b\u5728\u4ece\u72b6\u6001\u5b57\u5178\u52a0\u8f7d\u6a21\u5757\u540e\u521d\u59cb\u5316\u4f18\u5316\u5668": 238, "set_swap_module_params_on_convers": [238, 245], "\u6765\u907f\u514d\u8fd9\u4e2a\u8b66\u544a": 238, "swap_tensor": 238, "\u63d0\u4f9b\u4e86\u66f4\u591a\u7ec6\u8282": 238, "\u8fd9\u4e00\u6b65\u5fc5\u987b\u5728": 238, "\u4e4b\u540e\u5b8c\u6210": 238, "\u5728\u7248\u672c": 238, "\u53ef\u4ee5\u8003\u8651\u8bbe\u7f6e": 238, "\u603b\u7ed3\u4e00\u4e0b": 238, "\u6211\u4eec\u5b66\u4e60\u4e86": [238, 245], "\u4ee5\u53ca\u5982\u4f55\u5728\u4ece\u68c0\u67e5\u70b9\u52a0\u8f7d\u6a21\u578b\u65f6\u4f7f\u7528\u8fd9\u4e9b\u5de5\u5177\u6765\u63d0\u9ad8\u6548\u7387": 238, "module_load_state_dict_tip": 238, "\u672c\u6559\u7a0b\u89e3\u91ca\u4e86\u5982\u4f55\u4f7f\u7528pytorch": 239, "\u5e76\u6d4b\u91cf\u6a21\u578b\u7b97\u5b50\u7684\u65f6\u95f4\u548c\u5185\u5b58\u6d88\u8017": 239, "\u5f53\u7528\u6237\u9700\u8981\u786e\u5b9a\u6a21\u578b\u4e2d\u6700\u8017\u8d39\u8d44\u6e90\u7684\u7b97\u5b50\u65f6": 239, "pytorch\u5305\u542b\u4e00\u4e2a\u7b80\u5355\u7684profil": 239, "api\u975e\u5e38\u6709\u7528": 239, "\u6211\u4eec\u5c06\u4f7f\u7528\u4e00\u4e2a\u7b80\u5355\u7684": 239, "\u6a21\u578b\u6765\u6f14\u793a\u5982\u4f55\u4f7f\u7528profiler\u5206\u6790\u6a21\u578b\u6027\u80fd": 239, "\u8981\u5b89\u88c5": 239, "\u8bf7\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4": 239, "\u5bfc\u5165\u6240\u6709\u5fc5\u9700\u7684\u5e93": 239, "\u5b9e\u4f8b\u5316\u4e00\u4e2a\u7b80\u5355\u7684resnet\u6a21\u578b": 239, "\u4f7f\u7528profiler\u5206\u6790\u5185\u5b58\u6d88\u8017": 239, "\u4f7f\u7528profiler\u5206\u6790\u957f\u65f6\u95f4\u8fd0\u884c\u7684\u4f5c\u4e1a": 239, "\u6a21\u578b\u5b9e\u4f8b": 239, "\u5e76\u4e3a\u5b83\u51c6\u5907\u4e00\u4e2a\u8f93\u5165": 239, "profiler\u901a\u8fc7\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668\u542f\u7528": 239, "\u5e76\u63a5\u53d7\u591a\u4e2a\u53c2\u6570": 239, "\u5176\u4e2d\u4e00\u4e9b\u6700\u6709\u7528\u7684\u53c2\u6570\u5982\u4e0b": 239, "\u8981\u5206\u6790\u7684\u6d3b\u52a8\u5217\u8868": 239, "pytorch\u7b97\u5b50": 239, "torchscript\u51fd\u6570\u548c\u7528\u6237\u5b9a\u4e49\u7684\u4ee3\u7801\u6807\u7b7e": 239, "\u8bbe\u5907\u4e0a\u7684cuda\u5185\u6838": 239, "\u662f\u5426\u8bb0\u5f55\u7b97\u5b50\u8f93\u5165\u7684\u5f62\u72b6": 239, "\u662f\u5426\u62a5\u544a\u6a21\u578b\u5f20\u91cf\u6240\u6d88\u8017\u7684\u5185\u5b58\u91cf": 239, "\u662f\u5426\u6d4b\u91cfcuda\u5185\u6838\u7684\u6267\u884c\u65f6\u95f4": 239, "\u5f53\u4f7f\u7528cuda\u65f6": 239, "profiler\u8fd8\u4f1a\u663e\u793a\u4e3b\u673a\u4e0a\u53d1\u751f\u7684\u8fd0\u884c\u65f6cuda\u4e8b\u4ef6": 239, "\u8ba9\u6211\u4eec\u770b\u770b\u5982\u4f55\u4f7f\u7528profiler\u5206\u6790\u6267\u884c\u65f6\u95f4": 239, "model_infer": 239, "\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668\u4e3a\u4efb\u610f\u4ee3\u7801\u8303\u56f4\u6dfb\u52a0\u7528\u6237\u63d0\u4f9b\u7684\u540d\u79f0\u6807\u7b7e": 239, "\u5728\u4e0a\u9762\u7684\u793a\u4f8b\u4e2d\u4f7f\u7528": 239, "\u4f5c\u4e3a\u6807\u7b7e": 239, "profiler\u5141\u8bb8\u68c0\u67e5\u5728\u4f7f\u7528profiler\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668\u5305\u88c5\u7684\u4ee3\u7801\u8303\u56f4\u5185\u6267\u884c\u671f\u95f4\u8c03\u7528\u4e86\u54ea\u4e9b\u7b97\u5b50": 239, "\u5982\u679c\u540c\u65f6\u5b58\u5728\u591a\u4e2a\u6d3b\u52a8\u7684profiler\u8303\u56f4": 239, "\u4f8b\u5982\u5728\u5e76\u884cpytorch\u7ebf\u7a0b\u4e2d": 239, "\u6bcf\u4e2aprofiling\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668\u53ea\u8ddf\u8e2a\u5176\u5bf9\u5e94\u8303\u56f4\u7684\u7b97\u5b50": 239, "profiler\u8fd8\u4f1a\u81ea\u52a8\u5206\u6790\u4f7f\u7528": 239, "_fork": 239, "\u542f\u52a8\u7684\u5f02\u6b65\u4efb\u52a1": 239, "\u4ee5\u53ca\u5728\u53cd\u5411\u4f20\u64ad\u8fc7\u7a0b\u4e2d\u4f7f\u7528": 239, "\u8c03\u7528\u542f\u52a8\u7684\u53cd\u5411\u4f20\u64ad\u7b97\u5b50": 239, "\u8ba9\u6211\u4eec\u6253\u5370\u51fa\u4e0a\u8ff0\u6267\u884c\u7684\u7edf\u8ba1\u4fe1\u606f": 239, "cpu_time_tot": 239, "\u8f93\u51fa\u5c06\u5982\u4e0b\u6240\u793a": 239, "\u7701\u7565\u4e86\u4e00\u4e9b\u5217": 239, "509m": 239, "503m": 239, "931m": 239, "597m": 239, "700m": 239, "585m": 239, "_convolut": 239, "450m": 239, "mkldnn_convolut": 239, "838m": 239, "114m": 239, "556m": 239, "693m": 239, "_batch_norm_impl_index": 239, "482m": 239, "724": 239, "100u": 239, "native_batch_norm": 239, "229m": 239, "109m": 239, "705": 239, "450u": 239, "332": 239, "631m": 239, "286u": 239, "668m": 239, "292m": 239, "988u": 239, "549m": 239, "group_by_input_shap": 239, "\u8fd9\u91cc\u6211\u4eec\u53ef\u4ee5\u770b\u5230": 239, "\u5982\u9884\u671f\u7684\u90a3\u6837": 239, "\u5927\u90e8\u5206\u65f6\u95f4\u90fd\u82b1\u5728\u4e86\u5377\u79ef\u4e0a": 239, "\u5bf9\u4e8e\u4f7f\u7528": 239, "\u652f\u6301\u7f16\u8bd1\u7684pytorch": 239, "\u7279\u522b\u662f\u5728": 239, "\u6ce8\u610f\u81ea\u8eabcpu\u65f6\u95f4\u548ccpu\u65f6\u95f4\u4e4b\u95f4\u7684\u533a\u522b": 239, "\u7b97\u5b50\u53ef\u4ee5\u8c03\u7528\u5176\u4ed6\u7b97\u5b50": 239, "\u81ea\u8eabcpu\u65f6\u95f4\u4e0d\u5305\u62ec\u5728\u5b50\u7b97\u5b50\u8c03\u7528\u4e2d\u82b1\u8d39\u7684\u65f6\u95f4": 239, "\u800c\u603bcpu\u65f6\u95f4\u5305\u62ec\u4e86\u5b83": 239, "\u4f60\u53ef\u4ee5\u901a\u8fc7\u5c06": 239, "\u8c03\u7528\u6765\u9009\u62e9\u6309\u81ea\u8eabcpu\u65f6\u95f4\u6392\u5e8f": 239, "\u8981\u83b7\u5f97\u66f4\u7ec6\u7c92\u5ea6\u7684\u7ed3\u679c\u5e76\u5305\u542b\u7b97\u5b50\u8f93\u5165\u5f62\u72b6": 239, "\u8bf7\u4f20\u9012": 239, "\u8fd9\u9700\u8981\u4f7f\u7528": 239, "\u8fd0\u884cprofil": 239, "\u8f93\u51fa\u53ef\u80fd\u5982\u4e0b\u6240\u793a": 239, "008m": 239, "956m": 239, "909m": 239, "834m": 239, "332m": 239, "303m": 239, "273m": 239, "233m": 239, "751m": 239, "\u51fa\u73b0\u4e86\u4e24\u6b21": 239, "\u5177\u6709\u4e0d\u540c\u7684\u8f93\u5165\u5f62\u72b6": 239, "profiler\u4e5f\u53ef\u7528\u4e8e\u5206\u6790\u5728gpu\u4e0a\u6267\u884c\u7684\u6a21\u578b\u7684\u6027\u80fd": 239, "\u7b2c\u4e00\u6b21\u4f7f\u7528cuda\u5206\u6790\u53ef\u80fd\u4f1a\u5e26\u6765\u989d\u5916\u7684\u5f00\u9500": 239, "\u7ed3\u679c\u8f93\u51fa": 239, "666m": 239, "484m": 239, "_convolution_nogroup": 239, "thnn_conv2d": 239, "thnn_conv2d_forward": 239, "im2col_kernel": 239, "844m": 239, "sgemm_32x32x32_nn": 239, "206m": 239, "sgemm_32x32x32_nn_vec": 239, "093m": 239, "015m": 239, "\u6ce8\u610f\u5728\u8f93\u51fa\u4e2d\u51fa\u73b0\u4e86\u8bbe\u5907\u4e0a\u7684\u5185\u6838": 239, "profiler\u8fd8\u53ef\u4ee5\u663e\u793a\u5728\u6267\u884c\u6a21\u578b\u7b97\u5b50\u671f\u95f4\u5206\u914d": 239, "\u6216\u91ca\u653e": 239, "\u7684\u5185\u5b58\u91cf": 239, "\u7531\u6a21\u578b\u5f20\u91cf\u4f7f\u7528": 239, "\u5728\u4e0b\u9762\u7684\u8f93\u51fa\u4e2d": 239, "\u5185\u5b58\u5bf9\u5e94\u4e8e\u7b97\u5b50\u5206\u914d": 239, "\u91ca\u653e": 239, "\u7684\u5185\u5b58": 239, "\u4e0d\u5305\u62ec\u5bf9\u5176\u4ed6\u7b97\u5b50\u7684\u5b50\u8c03\u7528": 239, "\u8981\u542f\u7528\u5185\u5b58\u5206\u6790\u529f\u80fd": 239, "self_cpu_memory_usag": 239, "max_pool2d_with_indic": 239, "572": 239, "resize_": 239, "064m": 239, "cpu_memory_usag": 239, "\u8f93\u51fa\u5982\u4e0b\u6240\u793a": [239, 260], "\u53ef\u4ee5\u5c06\u5206\u6790\u7ed3\u679c\u8f93\u51fa\u4e3a": 239, "\u8ddf\u8e2a\u6587\u4ef6": 239, "\u4f60\u53ef\u4ee5\u5728chrome\u8ddf\u8e2a\u67e5\u770b\u5668": 239, "\u4e2d\u68c0\u67e5\u5206\u6790\u7684\u7b97\u5b50\u548ccuda\u5185\u6838\u5e8f\u5217": 239, "\u53ef\u7528\u4e8e\u5206\u6790": 239, "\u5806\u6808\u8ddf\u8e2a": 239, "self_cuda_time_tot": 239, "439": 239, "_conv_forward": 239, "1051": 239, "_call_impl": 239, "016m": 239, "659m": 239, "\u6ce8\u610f\u5728": 239, "\u811a\u672c\u4e2d\u7684\u4e24\u4e2a\u5377\u79ef\u548c\u4e24\u4e2a\u8c03\u7528\u4f4d\u7f6e": 239, "\u8b66\u544a": 239, "\u5806\u6808\u8ddf\u8e2a\u4f1a\u589e\u52a0\u989d\u5916\u7684\u5206\u6790\u5f00\u9500": 239, "pytorch\u5206\u6790\u5668\u63d0\u4f9b\u4e86\u4e00\u4e2a\u989d\u5916\u7684api\u6765\u5904\u7406\u957f\u65f6\u95f4\u8fd0\u884c\u7684\u4f5c\u4e1a": 239, "\u4f8b\u5982\u8bad\u7ec3\u5faa\u73af": 239, "\u8ddf\u8e2a\u6240\u6709\u6267\u884c\u53ef\u80fd\u4f1a\u5f88\u6162": 239, "\u5e76\u5bfc\u81f4\u975e\u5e38\u5927\u7684\u8ddf\u8e2a\u6587\u4ef6": 239, "\u53ef\u4ee5\u4f7f\u7528\u53ef\u9009\u53c2\u6570": 239, "\u6307\u5b9a\u4e00\u4e2a\u51fd\u6570": 239, "\u8be5\u51fd\u6570\u4ee5\u6574\u6570\u53c2\u6570": 239, "\u6b65\u9aa4\u7f16\u53f7": 239, "\u4f5c\u4e3a\u8f93\u5165": 239, "\u5e76\u8fd4\u56de\u5206\u6790\u5668\u7684\u64cd\u4f5c": 239, "\u4f7f\u7528\u6b64\u53c2\u6570\u7684\u6700\u4f73\u65b9\u5f0f\u662f\u4f7f\u7528": 239, "\u5e2e\u52a9\u51fd\u6570": 239, "\u5b83\u53ef\u4ee5\u4e3a\u60a8\u751f\u6210\u4e00\u4e2a\u8ba1\u5212": 239, "\u8be5\u51fd\u6570\u4ee5\u5206\u6790\u5668\u7684\u5f15\u7528\u4f5c\u4e3a\u8f93\u5165": 239, "\u5e76\u5728\u6bcf\u6b21\u65b0\u7684\u8ddf\u8e2a\u51c6\u5907\u5c31\u7eea\u65f6\u7531\u5206\u6790\u5668\u8c03\u7528": 239, "\u4e3a\u4e86\u8bf4\u660e\u8be5api\u7684\u5de5\u4f5c\u539f\u7406": 239, "\u8ba9\u6211\u4eec\u9996\u5148\u8003\u8651\u4ee5\u4e0b\u4f7f\u7528": 239, "\u5e2e\u52a9\u51fd\u6570\u7684\u793a\u4f8b": 239, "\u5206\u6790\u5668\u5047\u8bbe\u957f\u65f6\u95f4\u8fd0\u884c\u7684\u4f5c\u4e1a\u7531\u4ece\u96f6\u5f00\u59cb\u7f16\u53f7\u7684\u6b65\u9aa4\u7ec4\u6210": 239, "\u4e0a\u9762\u7684\u793a\u4f8b\u4e3a\u5206\u6790\u5668\u5b9a\u4e49\u4e86\u4ee5\u4e0b\u64cd\u4f5c\u5e8f\u5217": 239, "\u544a\u8bc9\u5206\u6790\u5668\u5b83\u5e94\u8be5\u5ffd\u7565\u524d10\u4e2a\u6b65\u9aa4": 239, "\u7684\u9ed8\u8ba4\u503c\u4e3a\u96f6": 239, "\u6b65\u9aa4\u4e4b\u540e": 239, "\u5206\u6790\u5668\u5f00\u59cb\u6267\u884c\u5206\u6790\u5668\u5468\u671f": 239, "\u6bcf\u4e2a\u5468\u671f\u7531\u4e09\u4e2a\u9636\u6bb5\u7ec4\u6210": 239, "\u7a7a\u95f2": 239, "\u5728\u6b64\u9636\u6bb5\u5206\u6790\u5668\u4e0d\u6d3b\u52a8": 239, "\u5728\u6b64\u9636\u6bb5\u5206\u6790\u5668\u5f00\u59cb\u8ddf\u8e2a": 239, "\u4f46\u7ed3\u679c\u88ab\u4e22\u5f03": 239, "\u6b64\u9636\u6bb5\u7528\u4e8e\u4e22\u5f03\u5206\u6790\u5668\u5728\u8ddf\u8e2a\u5f00\u59cb\u65f6\u83b7\u5f97\u7684\u6837\u672c": 239, "\u56e0\u4e3a\u5b83\u4eec\u901a\u5e38\u7531\u989d\u5916\u7684\u5f00\u9500\u626d\u66f2": 239, "\u4e3b\u52a8\u8ddf\u8e2a": 239, "\u5728\u6b64\u9636\u6bb5\u5206\u6790\u5668\u8ddf\u8e2a\u548c\u8bb0\u5f55\u6570\u636e": 239, "\u53ef\u9009\u7684": 239, "\u53c2\u6570\u6307\u5b9a\u5468\u671f\u7684\u4e0a\u9650": 239, "\u96f6\u503c": 239, "\u5206\u6790\u5668\u5c06\u5c3d\u53ef\u80fd\u957f\u65f6\u95f4\u5730\u6267\u884c\u5468\u671f": 239, "\u5206\u6790\u5668\u5c06\u8df3\u8fc7\u524d15\u4e2a\u6b65\u9aa4": 239, "\u5728\u4e0b\u4e00\u6b65\u8fdb\u884c\u9884\u70ed": 239, "\u5728\u63a5\u4e0b\u6765\u76843\u4e2a\u6b65\u9aa4\u4e2d\u4e3b\u52a8\u8bb0\u5f55": 239, "\u518d\u8df3\u8fc7\u53e6\u59165\u4e2a\u6b65\u9aa4": 239, "\u5728\u53e6\u59163\u4e2a\u6b65\u9aa4\u4e2d\u4e3b\u52a8\u8bb0\u5f55": 239, "\u7531\u4e8e\u6307\u5b9a\u4e86": 239, "\u53c2\u6570\u503c": 239, "\u5206\u6790\u5668\u5c06\u5728\u524d\u4e24\u4e2a\u5468\u671f\u4e4b\u540e\u505c\u6b62\u8bb0\u5f55": 239, "\u5728\u6bcf\u4e2a\u5468\u671f\u7ed3\u675f\u65f6": 239, "\u5206\u6790\u5668\u8c03\u7528\u6307\u5b9a\u7684": 239, "\u51fd\u6570\u5e76\u5c06\u81ea\u8eab\u4f5c\u4e3a\u53c2\u6570\u4f20\u9012": 239, "\u6b64\u51fd\u6570\u7528\u4e8e\u5904\u7406\u65b0\u7684\u8ddf\u8e2a": 239, "\u901a\u8fc7\u83b7\u53d6\u8868\u8f93\u51fa\u6216\u5c06\u8f93\u51fa\u4fdd\u5b58\u5230\u78c1\u76d8\u4e0a\u7684\u8ddf\u8e2a\u6587\u4ef6": 239, "\u8981\u5411\u5206\u6790\u5668\u53d1\u9001\u4e0b\u4e00\u6b65\u5df2\u7ecf\u5f00\u59cb\u7684\u4fe1\u53f7": 239, "\u8bf7\u8c03\u7528": [239, 244, 246], "\u5f53\u524d\u5206\u6790\u5668\u6b65\u9aa4\u5b58\u50a8\u5728": 239, "\u4ee5\u4e0b\u793a\u4f8b\u663e\u793a\u4e86\u5982\u4f55\u4f7f\u7528\u4e0a\u8ff0\u6240\u6709\u6982\u5ff5": 239, "trace_": 239, "\u67e5\u770b\u4ee5\u4e0b\u6559\u7a0b\u4ee5\u7ee7\u7eed\u5b66\u4e60": 239, "\u5206\u6790\u5668": 239, "\u53ef\u89c6\u5316\u6a21\u578b": 239, "\u6570\u636e\u548c\u8bad\u7ec3": [239, 246], "profiler_recip": 239, "\u5728\u4f7f\u7528pytorch\u7f16\u5199\u6a21\u578b\u65f6": 240, "\u901a\u5e38\u4f1a\u9047\u5230\u67d0\u4e00\u5c42\u7684\u53c2\u6570\u53d6\u51b3\u4e8e\u524d\u4e00\u5c42\u8f93\u51fa\u7684\u5f62\u72b6\u7684\u60c5\u51b5": 240, "\u5c42\u7684": 240, "\u5fc5\u987b\u4e0e\u8f93\u5165\u7684": 240, "\u76f8\u5339\u914d": 240, "\u5bf9\u4e8e\u67d0\u4e9b\u5c42": 240, "\u5f62\u72b6\u8ba1\u7b97\u6d89\u53ca\u590d\u6742\u7684\u7b49\u5f0f": 240, "\u4f8b\u5982\u5377\u79ef\u8fd0\u7b97": 240, "\u4e00\u79cd\u89e3\u51b3\u65b9\u6cd5\u662f\u4f7f\u7528\u968f\u673a\u8f93\u5165\u8fdb\u884c\u524d\u5411\u4f20\u64ad": 240, "\u4f46\u8fd9\u5728\u5185\u5b58\u548c\u8ba1\u7b97\u65b9\u9762\u662f\u6d6a\u8d39\u7684": 240, "\u8bbe\u5907\u6765\u786e\u5b9a\u5c42\u7684\u8f93\u51fa\u5f62\u72b6": 240, "\u800c\u65e0\u9700\u5b9e\u9645\u5316\u4efb\u4f55\u6570\u636e": 240, "\u6240\u9700\u65f6\u95f4": 240, "\u89c2\u5bdf\u5230": 240, "\u7531\u4e8e\u6ca1\u6709\u5b9e\u9645\u5316\u6570\u636e": 240, "\u5373\u4f7f\u4f20\u5165\u4efb\u610f\u5927\u7684\u8f93\u5165": 240, "\u7528\u4e8e\u5f62\u72b6\u8ba1\u7b97\u7684\u65f6\u95f4\u4e5f\u4e0d\u4f1a\u663e\u8457\u6539\u53d8": 240, "t_larg": 240, "\u8003\u8651\u4ee5\u4e0b\u4efb\u610f\u7f51\u7edc": 240, "\u5c55\u5e73\u9664\u6279\u6b21\u7ef4\u5ea6\u5916\u7684\u6240\u6709\u7ef4\u5ea6": 240, "\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4e3a\u6bcf\u4e00\u5c42\u6ce8\u518c\u4e00\u4e2a\u524d\u5411\u94a9\u5b50\u6765\u6253\u5370\u8f93\u51fa\u7684\u5f62\u72b6": 240, "\u4ece\u800c\u67e5\u770b\u6574\u4e2a\u7f51\u7edc\u4e2d\u95f4\u5c42\u7684\u5f62\u72b6": 240, "fw_hook": 240, "\u7684\u8f93\u51fa\u5f62\u72b6\u4e3a": 240, "\u5728\u6b64torch": 240, "device\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668\u4e2d\u521b\u5efa\u7684\u4efb\u4f55\u5f20\u91cf\u90fd\u5c06\u5728meta\u8bbe\u5907\u4e0a": 240, "reasoning_about_shap": 240, "\u60a8\u53ef\u80fd\u9700\u8981\u5728\u4e0d\u540c\u7684\u8bbe\u5907\u4e4b\u95f4\u4fdd\u5b58\u548c\u52a0\u8f7d\u795e\u7ecf\u7f51\u7edc\u6a21\u578b": 241, "\u4f7f\u7528pytorch\u5728\u4e0d\u540c\u8bbe\u5907\u4e4b\u95f4\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b\u662f\u76f8\u5bf9\u76f4\u63a5\u7684": 241, "\u6211\u4eec\u5c06\u5c1d\u8bd5\u5728cpu\u548cgpu\u4e4b\u95f4\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b": 241, "\u4e3a\u4e86\u8ba9\u672c\u6559\u7a0b\u4e2d\u7684\u6bcf\u4e2a\u4ee3\u7801\u5757\u90fd\u80fd\u6b63\u786e\u8fd0\u884c": 241, "\u60a8\u5fc5\u987b\u5148\u5c06\u8fd0\u884c\u73af\u5883\u5207\u6362\u5230": 241, "\u6216\u66f4\u9ad8": 241, "\u5b8c\u6210\u540e": 241, "\u6211\u4eec\u9700\u8981\u5b89\u88c5\u5b83": [241, 242], "\u4fdd\u5b58\u548c\u52a0\u8f7d": 241, "\u4e3a\u4e86\u6f14\u793a": [241, 243, 244, 250], "\u6211\u4eec\u5c06\u521b\u5efa\u4e00\u4e2a\u7528\u4e8e\u8bad\u7ec3\u56fe\u50cf\u7684\u795e\u7ecf\u7f51\u7edc": [241, 242, 243, 244, 249, 250], "\u8981\u4e86\u89e3\u66f4\u591a\u4fe1\u606f": [241, 242, 243, 244, 249, 250, 251], "\u8bf7\u53c2\u9605\u5b9a\u4e49\u795e\u7ecf\u7f51\u7edc\u7684\u6559\u7a0b": [241, 243, 244, 249, 250], "\u5f53\u5728cpu\u4e0a\u52a0\u8f7d\u4f7f\u7528gpu\u8bad\u7ec3\u7684\u6a21\u578b\u65f6": 241, "\u8bf7\u5c06": 241, "\u6307\u5b9a\u4fdd\u5b58\u8def\u5f84": [241, 244, 249], "\u5f20\u91cf\u5e95\u5c42\u7684\u5b58\u50a8\u5c06\u4f7f\u7528": 241, "\u53c2\u6570\u52a8\u6001\u91cd\u65b0\u6620\u5c04\u5230cpu\u8bbe\u5907": 241, "\u5f53\u5728gpu\u4e0a\u52a0\u8f7d\u4f7f\u7528gpu\u8bad\u7ec3\u548c\u4fdd\u5b58\u7684\u6a21\u578b\u65f6": 241, "\u53ea\u9700\u4f7f\u7528": 241, "\u5c06\u521d\u59cb\u5316\u7684\u6a21\u578b\u8f6c\u6362\u4e3acuda\u4f18\u5316\u6a21\u578b": 241, "\u8bf7\u786e\u4fdd\u5bf9\u6240\u6709\u6a21\u578b\u8f93\u5165\u4f7f\u7528": 241, "\u4e3a\u6a21\u578b\u51c6\u5907\u6570\u636e": 241, "\u4f1a\u8fd4\u56de": 241, "\u5728gpu\u4e0a\u7684\u65b0\u526f\u672c": 241, "\u5b83\u4e0d\u4f1a\u8986\u76d6": 241, "\u8bf7\u8bb0\u4f4f\u624b\u52a8\u8986\u76d6\u5f20\u91cf": 241, "\u5f53\u5728gpu\u4e0a\u52a0\u8f7d\u4f7f\u7528cpu\u8bad\u7ec3\u548c\u4fdd\u5b58\u7684\u6a21\u578b\u65f6": 241, "\u51fd\u6570\u4e2d\u5c06": [241, 249], "\u53c2\u6570\u8bbe\u7f6e\u4e3a": [241, 249], "\u5c06\u6a21\u578b\u52a0\u8f7d\u5230\u7ed9\u5b9a\u7684gpu\u8bbe\u5907": 241, "\u5c06\u6a21\u578b\u7684\u53c2\u6570\u5f20\u91cf\u8f6c\u6362\u4e3acuda\u5f20\u91cf": 241, "\u8fd8\u8981\u786e\u4fdd\u5bf9\u6240\u6709\u6a21\u578b\u8f93\u5165\u4f7f\u7528": 241, "\u4e3acuda\u4f18\u5316\u7684\u6a21\u578b\u51c6\u5907\u6570\u636e": 241, "\u9009\u62e9\u60a8\u60f3\u7528\u7684gpu\u8bbe\u5907\u7f16\u53f7": 241, "\u662f\u4e00\u4e2a\u6a21\u578b\u5305\u88c5\u5668": 241, "\u53ef\u4ee5\u542f\u7528\u5e76\u884cgpu\u5229\u7528": 241, "\u8981\u901a\u7528\u5730\u4fdd\u5b58": 241, "\u8bf7\u4fdd\u5b58": 241, "\u60a8\u5c31\u53ef\u4ee5\u7075\u6d3b\u5730\u5c06\u6a21\u578b\u52a0\u8f7d\u5230\u4efb\u4f55\u8bbe\u5907": 241, "\u52a0\u8f7d\u5230\u4efb\u4f55\u60a8\u60f3\u8981\u7684\u8bbe\u5907": 241, "\u60a8\u5df2\u6210\u529f\u5728pytorch\u4e2d\u8de8\u8bbe\u5907\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b": 241, "\u4fdd\u5b58\u548c\u52a0\u8f7d\u901a\u7528\u68c0\u67e5\u70b9\u6a21\u578b\u7528\u4e8e\u63a8\u7406\u6216\u6062\u590d\u8bad\u7ec3\u53ef\u4ee5\u5e2e\u52a9\u4f60\u4ece\u4e0a\u6b21\u79bb\u5f00\u7684\u5730\u65b9\u7ee7\u7eed": 242, "\u5f53\u4fdd\u5b58\u901a\u7528\u68c0\u67e5\u70b9\u65f6": 242, "\u4f60\u5fc5\u987b\u4fdd\u5b58\u4e0d\u4ec5\u4ec5\u662f\u6a21\u578b\u7684": 242, "\u540c\u65f6\u4e5f\u5f88\u91cd\u8981\u4fdd\u5b58\u4f18\u5316\u5668\u7684": 242, "\u56e0\u4e3a\u5b83\u5305\u542b\u4e86\u5728\u6a21\u578b\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u66f4\u65b0\u7684\u7f13\u51b2\u533a\u548c\u53c2\u6570": 242, "\u6839\u636e\u4f60\u81ea\u5df1\u7684\u7b97\u6cd5": 242, "\u4f60\u53ef\u80fd\u8fd8\u9700\u8981\u4fdd\u5b58\u4f60\u79bb\u5f00\u65f6\u7684": 242, "\u6700\u65b0\u8bb0\u5f55\u7684\u8bad\u7ec3\u635f\u5931": 242, "\u5916\u90e8\u7684": 242, "\u5c42\u7b49\u7b49": 242, "\u8981\u4fdd\u5b58\u591a\u4e2a\u68c0\u67e5\u70b9": 242, "\u4f60\u5fc5\u987b\u5c06\u5b83\u4eec\u7ec4\u7ec7\u5728\u4e00\u4e2a\u5b57\u5178\u4e2d": 242, "\u6765\u5e8f\u5217\u5316\u8fd9\u4e2a\u5b57\u5178": 242, "\u4e00\u4e2a\u5e38\u89c1\u7684": 242, "\u7ea6\u5b9a\u662f\u4f7f\u7528": 242, "\u6587\u4ef6\u6269\u5c55\u540d\u6765\u4fdd\u5b58\u8fd9\u4e9b\u68c0\u67e5\u70b9": 242, "\u8981\u52a0\u8f7d\u8fd9\u4e9b\u9879\u76ee": 242, "\u9996\u5148\u521d\u59cb\u5316\u6a21\u578b\u548c\u4f18\u5316\u5668": [242, 244], "\u5728\u672c\u5730\u52a0\u8f7d\u5b57\u5178": [242, 244], "\u4ece\u8fd9\u91cc\u5f00\u59cb": [242, 244], "\u4f60\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u5730\u67e5\u8be2\u5b57\u5178\u6765\u8f7b\u677e\u8bbf\u95ee\u4fdd\u5b58\u7684\u9879\u76ee": 242, "\u5c31\u50cf\u4f60\u671f\u671b\u7684\u90a3\u6837": 242, "\u6211\u4eec\u5c06\u63a2\u7d22\u5982\u4f55\u4fdd\u5b58\u548c\u52a0\u8f7d\u591a\u4e2a\u68c0\u67e5\u70b9": 242, "\u5bf9\u4e8e\u8fd9\u4e2a\u793a\u4f8b": 242, "\u4e3a\u4e86\u793a\u4f8b": 242, "\u8bf7\u53c2\u9605\u5b9a\u4e49\u795e\u7ecf\u7f51\u7edc\u7684\u793a\u4f8b": 242, "\u6536\u96c6\u6240\u6709\u76f8\u5173\u4fe1\u606f\u5e76\u6784\u5efa\u5b57\u5178": [242, 244], "\u9644\u52a0\u4fe1\u606f": 242, "\u7136\u540e\u5728\u672c\u5730\u52a0\u8f7d\u5b57\u5178": [242, 244], "\u6216\u8005": [242, 247, 248, 257], "\u4f60\u5fc5\u987b\u8c03\u7528model": 242, "\u6765\u5c06dropout\u548c\u6279\u5f52\u4e00\u5316\u5c42\u8bbe\u7f6e\u4e3a\u8bc4\u4f30\u6a21\u5f0f": 242, "\u7136\u540e\u624d\u80fd\u8fd0\u884c\u63a8\u7406": 242, "\u5c06\u4f1a\u5f97\u5230\u4e0d\u4e00\u81f4\u7684\u63a8\u7406\u7ed3\u679c": 242, "\u5982\u679c\u4f60\u5e0c\u671b\u6062\u590d\u8bad\u7ec3": 242, "\u4ee5\u786e\u4fdd\u8fd9\u4e9b\u5c42\u5904\u4e8e\u8bad\u7ec3\u6a21\u5f0f": [242, 244], "\u4f60\u5df2\u7ecf\u6210\u529f\u4fdd\u5b58\u548c\u52a0\u8f7d\u4e86\u4e00\u4e2a\u901a\u7528\u68c0\u67e5\u70b9": 242, "\u5728pytorch\u4e2d\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b\u6709\u4e24\u79cd\u65b9\u6cd5": 243, "\u7b2c\u4e00\u79cd\u662f\u4fdd\u5b58\u548c\u52a0\u8f7d": 243, "\u7b2c\u4e8c\u79cd\u662f\u4fdd\u5b58\u548c\u52a0\u8f7d\u6574\u4e2a\u6a21\u578b": 243, "\u51fd\u6570\u4fdd\u5b58\u6a21\u578b\u7684": 243, "\u4e3a\u540e\u7eed\u6062\u590d\u6a21\u578b\u63d0\u4f9b\u8f83\u5927\u7684\u7075\u6d3b\u6027": 243, "\u4fdd\u5b58\u6a21\u578b\u7684\u63a8\u8350\u4f7f\u7528\u6b64\u65b9\u6cd5": 243, "\u56e0\u4e3a\u53ea\u9700\u8981\u4fdd\u5b58\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u7684\u5b66\u4e60\u53c2\u6570": 243, "\u5f53\u4fdd\u5b58\u548c\u52a0\u8f7d\u6574\u4e2a\u6a21\u578b\u65f6": 243, "\u4f60\u4f7f\u7528python": 243, "\u6a21\u5757\u4fdd\u5b58\u6574\u4e2a\u6a21\u5757": 243, "\u4f7f\u7528\u8fd9\u79cd\u65b9\u6cd5\u8bed\u6cd5\u6700\u76f4\u89c2": 243, "\u4ee3\u7801\u91cf\u6700\u5c11": 243, "\u4f46\u8fd9\u79cd\u65b9\u6cd5\u7684\u7f3a\u70b9\u662f\u5e8f\u5217\u5316\u7684\u6570\u636e\u4e0e\u4fdd\u5b58\u6a21\u578b\u65f6\u4f7f\u7528\u7684\u7279\u5b9a\u7c7b\u548c\u76ee\u5f55\u7ed3\u6784\u7ed1\u5b9a\u5728\u4e00\u8d77": 243, "\u539f\u56e0\u662fpickle\u4e0d\u4fdd\u5b58\u6a21\u578b\u7c7b\u672c\u8eab": 243, "\u800c\u662f\u4fdd\u5b58\u5305\u542b\u8be5\u7c7b\u7684\u6587\u4ef6\u7684\u8def\u5f84": 243, "\u8be5\u8def\u5f84\u5728\u52a0\u8f7d\u65f6\u4f7f\u7528": 243, "\u5f53\u5728\u5176\u4ed6\u9879\u76ee\u4e2d\u4f7f\u7528\u6216\u91cd\u6784\u540e": 243, "\u4ee3\u7801\u53ef\u80fd\u4f1a\u51fa\u73b0\u5404\u79cd\u5f02\u5e38\u5bfc\u81f4\u7a0b\u5e8f\u4e2d\u65ad": 243, "\u6211\u4eec\u5c06\u5c55\u793a\u4e24\u79cd\u65b9\u5f0f\u5982\u4f55\u5728pytorch\u4e2d\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b": 243, "\u8ba9\u6211\u4eec\u53ea\u4f7f\u7528": 243, "\u6765\u4fdd\u5b58\u548c\u52a0\u8f7d\u6211\u4eec\u7684\u6a21\u578b": 243, "\u8def\u5f84": 243, "state_dict_model": 243, "\u901a\u5e38\u4f7f\u7528": 243, "\u6587\u4ef6\u6269\u5c55\u540d\u6765\u4fdd\u5b58\u6a21\u578b": 243, "\u51fd\u6570\u63a5\u53d7\u4e00\u4e2a\u5b57\u5178\u5bf9\u8c61": 243, "\u800c\u4e0d\u662f\u4fdd\u5b58\u5bf9\u8c61\u7684\u8def\u5f84": 243, "\u8fd9\u610f\u5473\u7740\u4f60\u5fc5\u987b\u5148\u53cd\u5e8f\u5217\u5316\u4fdd\u5b58\u7684state_dict": 243, "\u7136\u540e\u518d\u4f20\u9012\u7ed9": 243, "\u4e0d\u80fd\u4f7f\u7528": 243, "\u6765\u52a0\u8f7d": 243, "\u8fd8\u8981\u8bb0\u4f4f": 243, "\u5728\u8fd0\u884c\u63a8\u7406\u4e4b\u524d": [243, 244], "\u4f60\u5fc5\u987b\u8c03\u7528": 243, "\u5c06dropout\u548cbatch": 243, "\u5426\u5219\u5c06\u5bfc\u81f4\u63a8\u7406\u7ed3\u679c\u4e0d\u4e00\u81f4": [243, 244], "\u73b0\u5728\u8ba9\u6211\u4eec\u5c1d\u8bd5\u5c06\u6574\u4e2a\u6a21\u578b\u8fdb\u884c\u4fdd\u5b58\u548c\u52a0\u8f7d": 243, "entire_model": 243, "\u540c\u6837\u8981\u8bb0\u4f4f\u5728\u8fd0\u884c\u63a8\u7406\u4e4b\u524d\u8c03\u7528": 243, "\u8bbe\u7f6e\u4e3a\u8bc4\u4f30\u6a21\u5f0f": 243, "\u4f60\u5df2\u7ecf\u6210\u529f\u5730\u5728pytorch\u4e2d\u4fdd\u5b58\u548c\u52a0\u8f7d\u4e86\u7528\u4e8e\u63a8\u7406\u7684\u6a21\u578b": 243, "pytorch\u4e2d\u4fdd\u5b58\u548c\u52a0\u8f7d\u901a\u7528\u68c0\u67e5\u70b9": 243, "pytorch\u4e2d\u5c06\u591a\u4e2a\u6a21\u578b\u4fdd\u5b58\u5728\u4e00\u4e2a\u6587\u4ef6\u4e2d": 243, "\u4fdd\u5b58\u548c\u52a0\u8f7d\u591a\u4e2a\u6a21\u578b": 244, "\u53ef\u4ee5\u5e2e\u52a9\u60a8\u91cd\u7528\u4e4b\u524d\u8bad\u7ec3\u8fc7\u7684\u6a21\u578b": 244, "\u5f53\u4fdd\u5b58\u7531\u591a\u4e2a": 244, "\u7ec4\u6210\u7684\u6a21\u578b\u65f6": 244, "\u4f8b\u5982\u751f\u6210\u5bf9\u6297\u7f51\u7edc": 244, "\u5e8f\u5217\u5230\u5e8f\u5217\u6a21\u578b\u6216\u6a21\u578b\u96c6\u5408\u65f6": 244, "\u60a8\u5fc5\u987b\u4fdd\u5b58\u6bcf\u4e2a\u6a21\u578b\u7684state_dict\u548c\u76f8\u5e94\u7684\u4f18\u5316\u5668": 244, "\u60a8\u8fd8\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u5730\u5c06\u5176\u9644\u52a0\u5230\u5b57\u5178\u4e2d\u6765\u4fdd\u5b58\u4efb\u4f55\u53ef\u80fd\u6709\u52a9\u4e8e\u6062\u590d\u8bad\u7ec3\u7684\u5176\u4ed6\u9879\u76ee": 244, "\u8981\u52a0\u8f7d\u6a21\u578b": 244, "\u60a8\u53ef\u4ee5\u50cf\u671f\u671b\u7684\u90a3\u6837\u7b80\u5355\u5730\u67e5\u8be2\u5b57\u5178\u6765\u8f7b\u677e\u8bbf\u95ee\u4fdd\u5b58\u7684\u9879\u76ee": 244, "\u6211\u4eec\u5c06\u6f14\u793a\u5982\u4f55\u4f7f\u7528pytorch\u5728\u4e00\u4e2a\u6587\u4ef6\u4e2d\u4fdd\u5b58\u591a\u4e2a\u6a21\u578b": 244, "\u6784\u5efa\u4e24\u4e2a\u53d8\u91cf\u7528\u4e8e\u6700\u7ec8\u4fdd\u5b58\u6a21\u578b": 244, "neta": [244, 249], "netb": [244, 249], "\u4e3a\u6211\u4eec\u521b\u5efa\u7684\u6bcf\u4e2a\u6a21\u578b\u6784\u5efa\u4f18\u5316\u5668": 244, "\u8bb0\u4f4f\u9996\u5148\u521d\u59cb\u5316\u6a21\u578b\u548c\u4f18\u5316\u5668": 244, "optimmodela": 244, "optimmodelb": 244, "\u60a8\u5fc5\u987b\u8c03\u7528": 244, "\u5c42\u8bbe\u7f6e\u4e3a\u8bc4\u4f30\u6a21\u5f0f": 244, "\u5982\u679c\u60a8\u5e0c\u671b\u6062\u590d\u8bad\u7ec3": 244, "\u60a8\u5df2\u7ecf\u6210\u529f\u5730\u5728pytorch\u4e2d\u4fdd\u5b58\u548c\u52a0\u8f7d\u4e86\u591a\u4e2a\u6a21\u578b": 244, "\u672c\u6559\u7a0b\u4ecb\u7ecd\u4e86\u4e00\u4e2a\u65b0\u7684\u5b9e\u7528\u51fd\u6570": 245, "\u4ee5\u53ca\u5728": 245, "\u4e2d\u96c6\u6210\u5b83\u7684\u4e24\u4e2a\u65b0\u6269\u5c55\u70b9": 245, "\u4ee5\u4e0b\u7b80\u79f0\u4e3a": 245, "\u5b9e\u7528\u51fd\u6570": 245, "\u5b83\u63a5\u53d7\u4e24\u4e2a": 245, "\u5f20\u91cf\u5e76\u4ea4\u6362\u5b83\u4eec": 245, "t2": 245, "\u4ea4\u6362\u524d": 245, "\u4ea4\u6362\u540e": 245, "\u4ea4\u6362\u4e86\u4e24\u4e2a\u5f20\u91cf\u7684": 245, "__slots__": 245, "\u4ee5\u53ca\u5b83\u4eec\u76f8\u5173\u7684": 245, "\u4e4b\u5916\u7684": 245, "\u5bf9\u8c61\u6301\u6709\u8be5\u6a21\u5757\u53c2\u6570\u7684\u5f15\u7528\u65f6": 245, "\u6b64\u5b9e\u7528\u51fd\u6570\u5c31\u5f88\u6709\u7528": 245, "\u5c31\u5730\u4fee\u6539\u4e86\u4efb\u4f55\u53c2\u6570": 245, "\u6301\u6709\u8fd9\u4e9b\u53c2\u6570\u5f15\u7528\u7684\u5bf9\u8c61\u5c06\u65e0\u6cd5\u770b\u5230\u66f4\u6539": 245, "\u4e00\u4e2a\u5178\u578b\u7684\u4f8b\u5b50\u662f\u4f18\u5316\u5668": 245, "\u5b83\u6301\u6709": 245, "\u53c2\u6570\u7684\u5f15\u7528": 245, "\u8fd9\u4f1a\u5bfc\u81f4\u4e00\u4e2a\u6f5c\u5728\u7684\u6b63\u786e\u6027\u95ee\u9898": 245, "\u4f1a\u65e0\u9519\u8bef\u8fd0\u884c": 245, "\u7684\u6743\u91cd\u4e0d\u4f1a\u88ab\u66f4\u65b0": 245, "\u4e2d\u7684\u6743\u91cd": 245, "\u4f18\u5316\u5668\u4e2d\u7684\u6743\u91cd": 245, "\u8fd9\u5305\u62ec\u6539\u53d8\u6a21\u5757\u8bbe\u5907\u7684\u65b9\u6cd5": 245, "\u6539\u53d8\u6a21\u5757": 245, "\u7684\u65b9\u6cd5": 245, "\u4ee5\u53ca\u5141\u8bb8\u6a21\u5757\u5b9e\u4f8b\u5316\u7684\u65b9\u6cd5": 245, "\u4e4d\u4e00\u770b": 245, "\u8fd9\u4e9b\u65b9\u6cd5\u80fd\u591f\u5c31\u5730\u4fee\u6539\u6a21\u5757\u7684\u53c2\u6570\u53ef\u80fd\u770b\u8d77\u6765\u4e0d\u592a\u76f4\u89c2": 245, "\u73b0\u6709\u7684\u65b9\u6cd5\u662f\u4f7f\u7528\u4e00\u79cd\u8ffd\u6eaf\u5230": 245, "\u6700\u521d\u51e0\u5929\u7684\u4e11\u964b\u9ed1\u5ba2\u624b\u6bb5": 245, "\u503c\u5f97\u6ce8\u610f\u7684\u662f": 245, "\u73b0\u6709\u65b9\u6cd5\u5728\u4ee5\u4e0b\u60c5\u51b5\u4e0b\u65e0\u6cd5\u5de5\u4f5c": 245, "__torch_dispatch__": 245, "\u5b50\u7c7b": [245, 256], "new_param": 245, "\u5bf9\u4e8e\u5177\u6709\u7279\u6b8a": 245, "\u8868\u793a\u7684\u5f20\u91cf": 245, "\u5982\u7a00\u758f\u5f20\u91cf\u548c": 245, "\u5728\u672c\u6559\u7a0b\u7684\u4e0b\u4e00\u90e8\u5206": 245, "\u6211\u4eec\u5c06\u5b9a\u4e49\u4e00\u4e2a\u73a9\u5177": 245, "myquantizedlinearweight": 245, "\u6765\u8868\u793a\u91cf\u5316\u7684\u7ebf\u6027\u6743\u91cd": 245, "\u5728\u672c\u6559\u7a0b\u7684\u5269\u4f59\u90e8\u5206": 245, "\u6211\u4eec\u5c06\u4f7f\u7528\u8fd9\u4e2a\u5b50\u7c7b\u8fdb\u884c\u8bf4\u660e": 245, "\u4e3a\u7b80\u6d01\u8d77\u89c1": 245, "\u6211\u4eec\u7701\u7565\u4e86\u5927\u90e8\u5206": 245, "\u5b9e\u73b0": [245, 248], "__new__": 245, "_make_wrapper_subclass": 245, "storage_offset": 245, "_to_copi": 245, "new_elem": 245, "\u67d0\u4e9b\u64cd\u4f5c\u7684\u5b9e\u73b0\u5c06\u6dfb\u52a0\u5230": 245, "op_tabl": 245, "\u6211\u4eec\u5728\u6b64\u7701\u7565": 245, "\u4e0d\u652f\u6301\u7684\u51fd\u6570": 245, "\u5176\u6743\u91cd\u662f": 245, "\u7136\u540e\u5c1d\u8bd5\u5c06\u5176\u8f6c\u6362\u4e3a": 245, "\u89c2\u5bdf\u5230\u6743\u91cd\u7684": 245, "\u5982\u9884\u671f\u822c\u6539\u53d8\u4e86": 245, "\u4f46\u662f\u5b50\u7c7b\u7684\u6709\u6548\u8f7d\u8377": 245, "\u6ca1\u6709\u6539\u53d8": 245, "\u6211\u4eec\u5f15\u5165\u4e86\u4e00\u4e2a\u5168\u5c40\u914d\u7f6e": 245, "\u5b83\u5c06\u4f7f\u7528": 245, "\u4ea4\u6362\u6a21\u5757\u7684\u53c2\u6570": 245, "\u540c\u65f6\u4fdd\u7559": 245, "\u8bbe\u7f6e\u4e2d\u7684\u5f15\u7528": 245, "\u8bbe\u7f6e\u6b64\u914d\u7f6e\u540e": 245, "\u5728\u8f6c\u6362\u671f\u95f4\u5c06\u4f7f\u7528": 245, "\u4ece\u800c\u786e\u4fdd\u6709\u6548\u8f7d\u8377\u7684": 245, "\u6b63\u786e\u8f6c\u6362": 245, "\u6839\u636e\u4f20\u9012\u7ed9": 245, "\u5173\u952e\u5b57\u53c2\u6570\u7684\u503c": 245, "\u6709\u4e24\u79cd\u65b9\u5f0f\u52a0\u8f7d": 245, "\u4fdd\u7559": 245, "\u7684\u5c5e\u6027": 245, "\u53ea\u4ece": 245, "param_nam": 245, "\u4e2d\u83b7\u53d6\u503c": 245, "\u7684\u5c5e\u6027\u548c\u503c": 245, "\u8fd9\u4e9b\u5206\u522b\u662f\u901a\u8fc7\u5c31\u5730": 245, "__setattr__": 245, "\u5728\u73b0\u6709\u5b9e\u73b0\u4e2d": 245, "\u6bcf\u79cd\u65b9\u6cd5\u90fd\u6709\u81ea\u5df1\u7684\u9650\u5236": 245, "\u8981\u6c42": 245, "\u4e2d\u7684\u53c2\u6570\u7c7b\u578b": 245, "\u5fc5\u987b\u4e0e\u6a21\u5757\u4e2d\u7684\u53c2\u6570\u7c7b\u578b\u76f8\u540c": 245, "\u8981\u6c42\u5728": 245, "\u521d\u59cb\u5316\u4efb\u4f55\u6301\u6709\u6a21\u5757\u53c2\u6570\u5f15\u7528\u7684\u5bf9\u8c61": 245, "\u6211\u4eec\u901a\u8fc7\u5728": 245, "\u4e2d\u6dfb\u52a0": 245, "\u8def\u5f84\u5e76\u5f15\u5165\u65b0\u7684\u6269\u5c55\u70b9": 245, "module_load": 245, "\u6765\u89e3\u51b3\u8fd9\u4e24\u4e2a\u9650\u5236": 245, "\u5f53\u542f\u7528\u4e0a\u8ff0": 245, "__torch_function__": 245, "\u5904\u7406\u7a0b\u5e8f": 245, "\u4e2d\u7684\u503c\u5e94\u7528\u81ea\u5b9a\u4e49\u8f6c\u6362": 245, "\u8f6c\u6362\u7684\u7ed3\u679c\u5c06\u4e0e\u6a21\u5757\u4e2d\u7684\u53c2\u6570\u4ea4\u6362": 245, "\u5728\u4e0b\u9762\u7684\u793a\u4f8b\u4e2d": 245, "\u6211\u4eec\u5c06\u4f7f\u7528\u4e0a\u9762\u5b9a\u4e49\u7684": 245, "\u6765\u8bf4\u660e\u5982\u4f55\u4f7f\u7528\u8fd9\u4e9b\u529f\u80fd\u5728\u52a0\u8f7d": 245, "\u65f6\u5bf9\u7ebf\u6027\u5c42\u7684\u6743\u91cd\u5e94\u7528\u81ea\u5b9a\u4e49\u91cf\u5316\u65b9\u6848": 245, "\u56de\u987e\u4e00\u4e0b": 245, "\u5728\u672c\u4f8b\u4e2d\u662f": 245, "param_kei": 245, "\u5219\u4f1a\u8c03\u7528": 245, "\u5047\u8bbe\u6211\u4eec\u671f\u671b": 245, "\u5305\u542b\u666e\u901a\u5f20\u91cf": 245, "\u800c\u6a21\u5757\u5305\u542b": 245, "\u6211\u4eec\u5e0c\u671b\u5c06": 245, "\u4e2d\u7684\u5f20\u91cf\u8f6c\u6362\u4e3a\u5b50\u7c7b": 245, "\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u4e3a": 245, "\u5b9a\u4e49": 245, "custom_torch_funct": 245, "dest": 245, "disabletorchfunctionsubclass": 245, "\u8ba9\u6211\u4eec\u5728": 245, "\u8bbe\u5907\u4e0a\u521b\u5efa\u4e00\u4e2a\u6a21\u578b\u6846\u67b6": 245, "\u4ee5\u907f\u514d\u5b9e\u4f8b\u5316\u5b58\u50a8": 245, "\u6211\u4eec\u5c06\u6a21\u5757\u4e2d\u7684\u6240\u6709\u6743\u91cd\u8f6c\u6362\u4e3a": 245, "\u540c\u65f6\u4fdd\u7559\u504f\u7f6e\u4e0d\u53d8": 245, "\u7136\u540e\u6211\u4eec\u53ef\u4ee5\u52a0\u8f7d": 245, "\u6ce8\u610f\u6211\u4eec\u4f7f\u7528": 245, "\u56e0\u4e3a\u5bf9\u4e8e\u504f\u7f6e": 245, "\u6211\u4eec\u5e0c\u671b\u4fdd\u7559": 245, "\u4e2d\u5f20\u91cf\u7684\u5c5e\u6027": 245, "\u6211\u4eec\u4e0d\u5e0c\u671b\u504f\u7f6e\u5728\u52a0\u8f7d\u540e\u4f4d\u4e8e": 245, "\u8bbe\u5907\u4e0a": 245, "\u4e4b\u524d\u7684": 245, "\u4e4b\u540e\u7684": 245, "\u4e0a\u9762\u662f\u4e00\u4e2a\u5982\u4f55\u4f7f\u7528": 245, "\u4e2d\u7684\u65b0\u6269\u5c55\u70b9\u7684\u73a9\u5177\u793a\u4f8b": 245, "\u6211\u4eec\u8fd8\u53ef\u4ee5\u60f3\u8c61\u5176\u4ed6\u573a\u666f": 245, "\u4f8b\u5982\u5f53": 245, "\u4e2d\u6709\u5f20\u91cf\u5b50\u7c7b\u800c\u6a21\u5757\u4e2d\u6709\u666e\u901a": 245, "\u5f20\u91cf\u65f6": 245, "\u6216\u8005\u4e24\u8005\u90fd\u662f\u5f20\u91cf\u5b50\u7c7b\u65f6": 245, "\u6839\u636e\u4f7f\u7528\u573a\u666f": 245, "\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49": 245, "\u6765\u5e94\u7528\u6240\u9700\u7684\u8f6c\u6362": 245, "\u4e2d\u4fdd\u7559\u53c2\u6570\u5f15\u7528\u7684\u91cd\u8981\u6027": 245, "\u4ee5\u53ca\u5982\u4f55\u4f7f\u7528\u7531": 245, "\u63a7\u5236\u7684\u4e24\u4e2a\u65b0\u6269\u5c55\u70b9": 245, "tensorboard\u662f\u4e00\u4e2a\u7528\u4e8e\u673a\u5668\u5b66\u4e60\u5b9e\u9a8c\u7684\u53ef\u89c6\u5316\u5de5\u5177\u5305": 246, "tensorboard\u5141\u8bb8\u8ddf\u8e2a\u548c\u53ef\u89c6\u5316\u6307\u6807": 246, "\u5982\u635f\u5931\u548c\u51c6\u786e\u7387": 246, "\u53ef\u89c6\u5316\u6a21\u578b\u56fe": 246, "\u67e5\u770b\u76f4\u65b9\u56fe": 246, "\u663e\u793a\u56fe\u50cf\u7b49": 246, "\u6211\u4eec\u5c06\u4ecb\u7ecdtensorboard\u7684\u5b89\u88c5": 246, "\u5728pytorch\u4e2d\u7684\u57fa\u672c\u7528\u6cd5": 246, "\u4ee5\u53ca\u5982\u4f55\u5728tensorboard": 246, "ui\u4e2d\u53ef\u89c6\u5316\u60a8\u8bb0\u5f55\u7684\u6570\u636e": 246, "\u5e94\u5b89\u88c5pytorch\u4ee5\u5c06\u6a21\u578b\u548c\u6307\u6807\u8bb0\u5f55\u5230tensorboard\u65e5\u5fd7": 246, "\u4ee5\u4e0b\u547d\u4ee4\u5c06\u901a\u8fc7anaconda": 246, "\u63a8\u8350": 246, "\u5b89\u88c5pytorch": 246, "\u6216\u8005\u4f7f\u7528pip": 246, "\u73b0\u5728\u8ba9\u6211\u4eec\u5c1d\u8bd5\u5728pytorch\u4e2d\u4f7f\u7528tensorboard": 246, "\u5728\u8bb0\u5f55\u4efb\u4f55\u5185\u5bb9\u4e4b\u524d": 246, "\u6211\u4eec\u9700\u8981\u521b\u5efa\u4e00\u4e2a": 246, "\u5199\u5165\u5668\u9ed8\u8ba4\u5c06\u8f93\u51fa\u5230": 246, "\u5728\u673a\u5668\u5b66\u4e60\u4e2d": 246, "\u4e86\u89e3\u5173\u952e\u6307\u6807": 246, "\u5982\u635f\u5931": 246, "\u53ca\u5176\u5728\u8bad\u7ec3\u671f\u95f4\u7684\u53d8\u5316\u975e\u5e38\u91cd\u8981": 246, "\u6807\u91cf\u53ef\u7528\u4e8e\u4fdd\u5b58\u6bcf\u4e2a\u8bad\u7ec3\u6b65\u9aa4\u7684\u635f\u5931\u503c\u6216\u6bcf\u4e2aepoch\u7684\u51c6\u786e\u7387": 246, "\u8981\u8bb0\u5f55\u6807\u91cf\u503c": 246, "scalar_valu": 246, "walltim": 246, "\u8ba9\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u7b80\u5355\u7684\u7ebf\u6027\u56de\u5f52\u8bad\u7ec3": 246, "\u5e76": [246, 252], "\u8bb0\u5f55\u635f\u5931\u503c": 246, "\u65b9\u6cd5\u4ee5\u786e\u4fdd\u6240\u6709\u5f85\u5904\u7406\u4e8b\u4ef6": 246, "\u5df2\u5199\u5165\u78c1\u76d8": 246, "\u4ee5\u4e86\u89e3\u60a8\u53ef\u4ee5\u8bb0\u5f55\u7684\u66f4\u591atensorboard\u53ef\u89c6\u5316\u7c7b\u578b": 246, "\u5982\u679c\u60a8\u4e0d\u518d\u9700\u8981\u6458\u8981\u5199\u5165\u5668": 246, "\u901a\u8fc7\u547d\u4ee4\u884c\u5b89\u88c5tensorboard\u4ee5\u53ef\u89c6\u5316\u60a8\u8bb0\u5f55\u7684\u6570\u636e": 246, "\u542f\u52a8tensorboard": 246, "\u6307\u5b9a\u60a8\u4e4b\u524d\u4f7f\u7528\u7684\u6839\u65e5\u5fd7\u76ee\u5f55": 246, "\u6307\u5411tensorboard\u5c06\u67e5\u627e\u53ef\u663e\u793a\u7684\u4e8b\u4ef6\u6587\u4ef6\u7684\u76ee\u5f55": 246, "tensorboard\u5c06\u9012\u5f52\u904d\u5386": 246, "\u6839\u76ee\u5f55\u4e0b\u7684\u76ee\u5f55\u7ed3\u6784": 246, "\u5bfb\u627e": 246, "tfevent": 246, "\u8f6c\u5230\u5b83\u63d0\u4f9b\u7684url\u6216": 246, "\u6b64\u4eea\u8868\u677f\u663e\u793a\u4e86\u635f\u5931\u548c\u51c6\u786e\u7387\u5982\u4f55\u968f\u7740\u6bcf\u4e2aepoch\u800c\u53d8\u5316": 246, "\u60a8\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u8ddf\u8e2a\u8bad\u7ec3\u901f\u5ea6": 246, "\u5b66\u4e60\u7387\u548c\u5176\u4ed6\u6807\u91cf\u503c": 246, "\u6bd4\u8f83\u4e0d\u540c\u8bad\u7ec3\u8fd0\u884c\u7684\u8fd9\u4e9b\u6307\u6807\u6709\u52a9\u4e8e\u6539\u8fdb\u60a8\u7684\u6a21\u578b": 246, "\u4f7f\u7528tensorboard\u53ef\u89c6\u5316\u6a21\u578b": 246, "tensorboard_with_pytorch": 246, "\u6211\u4eec\u5c06\u4ecb\u7ecd": 247, "\u7684\u4e3b\u8981api": 247, "timer\u57fa\u4e8e": 247, "\u5e76\u505a\u4e86\u4e00\u4e9bpytorch\u7279\u5b9a\u7684\u4fee\u6539": 247, "\u672c\u6559\u7a0b\u4e0d\u8981\u6c42\u8bfb\u8005\u719f\u6089\u5185\u7f6e\u7684": 247, "\u4f46\u5047\u8bbe\u8bfb\u8005\u719f\u6089\u6027\u80fd\u5de5\u4f5c\u7684\u57fa\u7840\u77e5\u8bc6": 247, "\u6709\u5173\u66f4\u5168\u9762\u7684\u6027\u80fd\u8c03\u4f18\u6559\u7a0b": 247, "\u5185\u5bb9": 247, "\u4f7f\u7528callgrind\u8fdb\u884ca": 247, "\u7528\u4e8e\u5b9a\u4e49\u4efb\u52a1": 247, "\u5c06\u5728\u5faa\u73af\u4e2d\u8fd0\u884c\u5e76\u8ba1\u65f6\u7684\u8ba1\u7b97": 247, "\u5c06\u5728\u8c03\u7528\u6d4b\u91cf\u5faa\u73af\u4e4b\u524d\u8fd0\u884c": 247, "\u7528\u4e8e\u586b\u5145": 247, "\u6240\u9700\u7684\u4efb\u4f55\u72b6\u6001": 247, "\u4ece\u5916\u90e8\u4f5c\u7528\u57df\u4f20\u9012\u53d8\u91cf": 247, "\u63a7\u5236pytorch\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570": 247, "\u9ed8\u8ba4\u503c": 247, "\u6b64\u65b9\u6cd5\u5c06\u5904\u7406\u8bf8\u5982\u9009\u62e9\u5408\u9002\u7684\u91cd\u590d\u6b21\u6570": 247, "\u56fa\u5b9a\u7ebf\u7a0b\u6570\u4ee5\u53ca\u63d0\u4f9b\u7ed3\u679c\u7684\u65b9\u4fbf\u8868\u793a\u7b49\u7ec6\u8282": 247, "measurement\u5bf9\u8c61\u5b58\u50a8\u591a\u6b21\u91cd\u590d\u7684\u7ed3\u679c": 247, "\u5e76\u63d0\u4f9b\u5404\u79cd\u5b9e\u7528\u529f\u80fd": 247, "0x7f1929a38ed0": 247, "iqr": 247, "424": 247, "cpp_timer": 247, "0x7f192b019ed0": 247, "\u4e0d\u51fa\u6240\u6599": 247, "\u4ee3\u7801\u7247\u6bb5\u7684\u901f\u5ea6\u66f4\u5feb": 247, "\u53d8\u5316\u4e5f\u66f4\u5c0f": 247, "\u4e3a\u4e86\u6df1\u5165\u8c03\u67e5": 247, "\u5c01\u88c5\u4e86": 247, "\u4ee5\u6536\u96c6\u6307\u4ee4\u8ba1\u6570": 247, "\u8fd9\u4e9b\u6307\u4ee4\u8ba1\u6570\u975e\u5e38\u6709\u7528": 247, "\u56e0\u4e3a\u5b83\u4eec\u63d0\u4f9b\u4e86\u7ec6\u7c92\u5ea6\u548c\u786e\u5b9a\u6027\u7684": 247, "\u6216\u5728python\u7684\u60c5\u51b5\u4e0b\u566a\u58f0\u5f88\u4f4e\u7684": 247, "\u89c1\u89e3": 247, "\u8bf4\u660e\u4e86\u4ee3\u7801\u7247\u6bb5\u662f\u5982\u4f55\u8fd0\u884c\u7684": 247, "0x7f1929a35850": 247, "563600": 247, "\u7684\u5b57\u7b26\u4e32\u8868\u793a\u5f62\u5f0f\u7c7b\u4f3c\u4e8e": 247, "\u662f\u4e00\u4e2apython\u6982\u5ff5": 247, "\u79fb\u9664\u4e86\u5728cpython\u89e3\u91ca\u5668\u4e2d\u5df2\u77e5\u7684\u566a\u58f0\u8c03\u7528": 247, "\u4e3a\u4e86\u8fdb\u884c\u66f4\u8be6\u7ec6\u7684\u5206\u6790": 247, "\u6211\u4eec\u9700\u8981\u67e5\u770b\u7279\u5b9a\u7684\u8c03\u7528": 247, "\u8fd4\u56de\u4e00\u4e2a": 247, "\u4ee5\u4fbf\u4e8e\u6b64\u64cd\u4f5c": 247, "\u4ece\u6982\u5ff5\u4e0a\u8bb2": 247, "\u53ef\u4ee5\u88ab\u89c6\u4e3a\u4e00\u4e2a\u5e26\u6709\u4e00\u4e9b\u5b9e\u7528\u65b9\u6cd5\u7684\u6210\u5bf9\u5143\u7ec4": 247, "\u5176\u4e2d\u6bcf\u4e00\u5bf9\u90fd\u662f": 247, "\u6307\u4ee4\u6570\u91cf": 247, "\u6587\u4ef6\u8def\u5f84\u548c\u51fd\u6570\u540d\u79f0": 247, "\u5173\u4e8e\u8def\u5f84\u7684\u8bf4\u660e": 247, "\u901a\u5e38\u6211\u4eec\u4e0d\u5173\u5fc3\u7edd\u5bf9\u8def\u5f84": 247, "\u4e00\u4e2a\u4e58\u6cd5\u8c03\u7528\u7684\u5b8c\u6574\u8def\u5f84\u548c\u51fd\u6570\u540d\u662f\u8fd9\u6837\u7684": 247, "tensormethod": 247, "ab_ref": 247, "\u800c\u5b9e\u9645\u4e0a": 247, "\u6211\u4eec\u611f\u5174\u8da3\u7684\u6240\u6709\u4fe1\u606f\u90fd\u53ef\u4ee5\u8868\u793a\u4e3a": 247, "\u4f1a\u5c3d\u6700\u5927\u52aa\u529b\u53bb\u9664\u6587\u4ef6\u8def\u5f84\u4e2d\u4f4e\u4fe1\u53f7\u90e8\u5206": 247, "\u4ee5\u53ca\u5171\u4eab\u5bf9\u8c61": 247, "\u901a\u5e38\u5efa\u8bae\u4f7f\u7528": 247, "inclusive_stat": 247, "0x7f192a6dfd90": 247, "47264": 247, "_int_fre": 247, "25963": 247, "_int_malloc": 247, "19900": 247, "tensorit": 247, "tensoriteratorconfig": 247, "18000": 247, "__tls_get_addr": 247, "13500": 247, "malloc": [247, 248], "11300": 247, "smallvector": 247, "10345": 247, "_int_memalign": 247, "9200": 247, "iteratorbas": 247, "get_strid": 247, "173472": 247, "\u8fd9\u4ecd\u7136\u6709\u5f88\u591a\u5185\u5bb9\u9700\u8981\u6d88\u5316": 247, "\u65b9\u6cd5\u6765\u53bb\u9664\u4e00\u4e9b\u51fd\u6570\u8def\u5f84": 247, "\u5e76\u4e22\u5f03\u51fd\u6570\u8c03\u7528": 247, "\u8fd9\u6837\u505a\u65f6": 247, "\u4efb\u4f55\u51b2\u7a81": 247, "\u90fd\u5c06\u6620\u5c04\u5230": 247, "\u7684\u8ba1\u6570\u5c06\u88ab\u7d2f\u52a0": 247, "group_by_fil": 247, "fn_name": 247, "fn_dir": 247, "fn_file": 247, "0x7f192995d750": 247, "118200": 247, "tensoriter": 247, "65000": 247, "20900": 247, "15900": 247, "15100": 247, "cpualloc": 247, "12500": 247, "352327": 247, "\u6307\u4ee4\u8ba1\u6570\u6700\u6709\u7528\u7684\u7279\u6027\u4e4b\u4e00\u662f\u5141\u8bb8\u5bf9\u8ba1\u7b97\u8fdb\u884c\u7ec6\u7c92\u5ea6\u6bd4\u8f83": 247, "\u8fd9\u5728\u5206\u6790\u6027\u80fd\u65f6\u81f3\u5173\u91cd\u8981": 247, "\u4e3a\u4e86\u770b\u5230\u8fd9\u4e00\u70b9": 247, "\u8ba9\u6211\u4eec\u5c06\u4e24\u4e2a\u5927\u5c0f\u4e3a128\u7684\u5f20\u91cf\u76f8\u4e58\u4e0e\u4e00\u4e2a": 247, "\u7684\u4e58\u6cd5\u8fdb\u884c\u6bd4\u8f83": 247, "\u540e\u8005\u5c06\u5bf9\u7b2c\u4e8c\u4e2a\u5f20\u91cf\u8fdb\u884c\u5e7f\u64ad": 247, "a0": 247, "b0": 247, "a1": 247, "a127": 247, "broadcasting_stat": 247, "\u6211\u4eec\u7ecf\u5e38\u9700\u8981\u5bf9\u4e24\u79cd\u4e0d\u540c\u7684\u73af\u5883\u8fdb\u884ca": 247, "\u4f8b\u5982\u6d4b\u8bd5\u4e00\u4e2apr": 247, "\u6216\u5c1d\u8bd5\u4e0d\u540c\u7684\u7f16\u8bd1\u6807\u5fd7": 247, "\u8fd9\u5f88\u7b80\u5355": 247, "\u90fd\u662f\u53efpickle\u5316\u7684": 247, "\u53ea\u9700\u5728\u6bcf\u4e2a\u73af\u5883\u4e2d\u4fdd\u5b58\u6d4b\u91cf\u7ed3\u679c": 247, "\u7136\u540e\u5728\u5355\u4e2a\u8fdb\u7a0b\u4e2d\u52a0\u8f7d\u5b83\u4eec\u8fdb\u884c\u5206\u6790": 247, "extract_fn_nam": 247, "17600": 247, "tensoriteratorbas": 247, "compute_strid": 247, "12700": 247, "allocate_or_resize_output": 247, "10200": 247, "smallvectorimpl": 247, "7400": 247, "infer_s": 247, "6200": 247, "invert_perm": 247, "6064": 247, "reorder_dimens": 247, "4300": 247, "compatible_strid": 247, "check_tensor_options_and_extract_memory_format": 247, "__memcmp_avx2_movb": 247, "empty_cpu": 247, "1300": 247, "2400": 247, "6100": 247, "compute_fast_setup_typ": 247, "22600": 247, "fast_set_up": 247, "58091": 247, "\u6240\u4ee5\u5e7f\u64ad\u7248\u672c\u6bcf\u6b21\u8c03\u7528\u9700\u8981\u989d\u5916580\u6761\u6307\u4ee4": 247, "\u56de\u60f3\u4e00\u4e0b\u6211\u4eec\u6536\u96c6\u4e86100\u6b21\u8fd0\u884c\u7684\u6837\u672c": 247, "\u7ea6\u536010": 247, "\u6709\u76f8\u5f53\u591a\u7684": 247, "\u6240\u4ee5\u8ba9\u6211\u4eec\u6df1\u5165\u7814\u7a76\u8fd9\u4e9b\u8c03\u7528": 247, "\u53ef\u4ee5\u5f88\u5bb9\u6613\u5730\u505a\u5230\u8fd9\u4e00\u70b9": 247, "0x7f19299544d0": 247, "compute_shap": 247, "2300": 247, "coalesce_dimens": 247, "\u8fd9\u8bf4\u660e\u4e86\u6b63\u5728\u53d1\u751f\u7684\u60c5\u51b5": 247, "\u8bbe\u7f6e\u4e2d\u6709\u4e00\u6761\u5feb\u901f\u8def\u5f84": 247, "\u4f46\u5728": 247, "\u7684\u60c5\u51b5\u4e0b": 247, "\u6211\u4eec\u9519\u8fc7\u4e86\u5b83": 247, "\u4e0d\u5f97\u4e0d\u8fdb\u884c\u66f4\u901a\u7528\u7684\u5206\u6790": 247, "\u8fd9\u66f4\u52a0\u6602\u8d35": 247, "\u88ab\u8fc7\u6ee4\u5668\u7701\u7565\u7684\u6700\u663e\u8457\u7684\u8c03\u7528\u662f": 247, "\u8fd9\u4e5f\u662f\u66f4\u901a\u7528\u8bbe\u7f6e\u7684\u4e00\u90e8\u5206": 247, "\u6765\u6536\u96c6\u5899\u4e0a\u65f6\u95f4": 247, "\u5982\u679c\u8ba1\u65f6\u53d8\u5316\u8fc7\u9ad8": 247, "\u8bf7\u589e\u52a0": 247, "\u6216\u8005\u5982\u679c\u65b9\u4fbf\u7684\u8bdd": 247, "\u5bf9\u4e8e\u7ec6\u7c92\u5ea6\u5206\u6790": 247, "\u6765\u6d4b\u91cf\u6307\u4ee4\u8ba1\u6570": 247, "__add__": 247, "__sub__": 247, "\u6765\u5207\u5206\u548c\u5904\u7406\u5b83\u4eec": 247, "\u9690\u542b\u7684": 247, "\u4e0d\u5305\u542b": 247, "\u5c06\u81ea\u52a8\u586b\u5145\u5b83": 247, "\u8fd9\u610f\u5473\u7740": 247, "\u5c06\u6b63\u5e38\u5de5\u4f5c": 247, "\u4e0d\u8fc7\u5176\u4ed6\u5bfc\u5165\u5e94\u8be5\u653e\u5728": 247, "\u4e3a\u4e86\u63d0\u4f9b\u6709\u5173\u6267\u884c\u7684": 247, "\u5185\u90e8\u4fe1\u606f\u7684\u5b8c\u6574\u4fe1\u606f": 247, "\u9700\u8981\u8bbf\u95ee": 247, "\u8c03\u8bd5\u7b26\u53f7": 247, "\u8fd9\u662f\u901a\u8fc7\u5728\u6784\u5efa": 247, "\u65f6\u8bbe\u7f6e": 247, "\u6765\u5b9e\u73b0\u7684": 247, "\u5426\u5219\u51fd\u6570\u8c03\u7528\u5c06\u662f\u4e0d\u900f\u660e\u7684": 247, "\u751f\u6210\u7684": 247, "\u5c06\u5728\u7f3a\u5c11\u8c03\u8bd5\u7b26\u53f7\u65f6\u53d1\u51fa\u8b66\u544a": 247, "timer_quick_start": 247, "szymon": 248, "migacz": 248, "\u6027\u80fd\u8c03\u4f18\u6307\u5357\u662f\u4e00\u7ec4\u4f18\u5316\u548c\u6700\u4f73\u5b9e\u8df5": 248, "\u53ef\u4ee5\u52a0\u901fpytorch\u4e2d\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u7684\u8bad\u7ec3\u548c\u63a8\u7406": 248, "\u63d0\u51fa\u7684\u6280\u672f\u901a\u5e38\u53ea\u9700\u8981\u66f4\u6539\u51e0\u884c\u4ee3\u7801": 248, "\u5c31\u53ef\u4ee5\u5e94\u7528\u4e8e\u5404\u4e2a\u9886\u57df\u7684\u5e7f\u6cdb\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b": 248, "\u652f\u6301\u5728\u5355\u72ec\u7684\u5de5\u4f5c\u5b50\u8fdb\u7a0b\u4e2d\u5f02\u6b65\u52a0\u8f7d\u6570\u636e\u548c\u8fdb\u884c\u6570\u636e\u589e\u5f3a": 248, "\u7684\u9ed8\u8ba4\u8bbe\u7f6e\u662f": 248, "\u8fd9\u610f\u5473\u7740\u6570\u636e\u52a0\u8f7d\u662f\u540c\u6b65\u7684": 248, "\u5e76\u5728\u4e3b\u8fdb\u7a0b\u4e2d\u5b8c\u6210": 248, "\u4e3b\u8bad\u7ec3\u8fdb\u7a0b\u5fc5\u987b\u7b49\u5f85\u6570\u636e\u53ef\u7528\u624d\u80fd\u7ee7\u7eed\u6267\u884c": 248, "\u53ef\u542f\u7528\u5f02\u6b65\u6570\u636e\u52a0\u8f7d": 248, "\u5e76\u5b9e\u73b0\u8bad\u7ec3\u548c\u6570\u636e\u52a0\u8f7d\u4e4b\u95f4\u7684\u91cd\u53e0": 248, "\u5e94\u6839\u636e\u5de5\u4f5c\u8d1f\u8f7d": 248, "\u548c\u8bad\u7ec3\u6570\u636e\u7684\u4f4d\u7f6e\u8fdb\u884c\u8c03\u6574": 248, "\u6700\u597d\u8bbe\u7f6e": 248, "\u8fd9\u4f1a\u6307\u793a": 248, "\u4f7f\u7528\u9501\u9875\u5185\u5b58": 248, "\u5e76\u542f\u7528\u4ece\u4e3b\u673a\u5230": 248, "\u7684\u66f4\u5feb\u548c\u5f02\u6b65\u5185\u5b58\u590d\u5236": 248, "\u4f1a\u4fdd\u5b58\u6d89\u53ca\u9700\u8981\u68af\u5ea6\u7684\u5f20\u91cf\u7684\u6240\u6709\u64cd\u4f5c\u7684\u4e2d\u95f4\u7f13\u51b2\u533a": 248, "\u901a\u5e38\u5728\u9a8c\u8bc1\u6216\u63a8\u7406\u65f6\u4e0d\u9700\u8981\u68af\u5ea6": 248, "\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668\u53ef\u5e94\u7528\u4e8e\u7981\u7528\u6307\u5b9a\u4ee3\u7801\u5757\u5185\u7684\u68af\u5ea6\u8ba1\u7b97": 248, "\u8fd9\u53ef\u52a0\u5feb\u6267\u884c\u901f\u5ea6\u5e76\u51cf\u5c11\u6240\u9700\u5185\u5b58\u91cf": 248, "\u4e5f\u53ef\u4ee5\u7528\u4f5c\u51fd\u6570\u88c5\u9970\u5668": 248, "\u5177\u6709": 248, "\u5c42\u76f4\u63a5\u540e\u8ddf": 248, "\u5219\u5377\u79ef\u4e2d\u7684\u504f\u7f6e\u662f\u4e0d\u9700\u8981\u7684": 248, "\u8bf7\u6539\u7528": 248, "\u4e0d\u9700\u8981\u504f\u7f6e": 248, "\u56e0\u4e3a\u5728\u7b2c\u4e00\u6b65\u4e2d": 248, "\u4f1a\u51cf\u53bb\u5747\u503c": 248, "\u8fd9\u5b9e\u9645\u4e0a\u4f1a\u62b5\u6d88\u504f\u7f6e\u7684\u6548\u679c": 248, "\u53ea\u8981": 248, "\u6216\u5176\u4ed6\u5f52\u4e00\u5316\u5c42": 248, "\u5728\u4e0e\u5377\u79ef\u504f\u7f6e\u76f8\u540c\u7684\u7ef4\u5ea6\u4e0a\u8fdb\u884c\u5f52\u4e00\u5316": 248, "\u8fd9\u4e5f\u9002\u7528\u4e8e1d\u548c3d\u5377\u79ef": 248, "\u4e2d\u53ef\u7528\u7684\u6a21\u578b\u5df2\u7ecf\u5b9e\u73b0\u4e86\u8fd9\u79cd\u4f18\u5316": 248, "\u4e0d\u8981\u8c03\u7528": 248, "\u800c\u662f\u4f7f\u7528\u4ee5\u4e0b\u65b9\u6cd5\u6e05\u96f6\u68af\u5ea6": 248, "\u7b2c\u4e8c\u6bb5\u4ee3\u7801\u4e0d\u4f1a\u6e05\u96f6\u6bcf\u4e2a\u53c2\u6570\u7684\u5185\u5b58": 248, "\u800c\u4e14\u5728\u540e\u7eed\u7684\u53cd\u5411\u4f20\u64ad\u8fc7\u7a0b\u4e2d\u4f7f\u7528\u8d4b\u503c\u800c\u4e0d\u662f\u7d2f\u52a0\u6765\u5b58\u50a8\u68af\u5ea6": 248, "\u8fd9\u51cf\u5c11\u4e86\u5185\u5b58\u64cd\u4f5c\u7684\u6570\u91cf": 248, "\u5c06\u68af\u5ea6\u8bbe\u7f6e\u4e3a": 248, "\u4e0e\u5c06\u5176\u8bbe\u7f6e\u4e3a\u96f6\u6709\u7565\u5fae\u4e0d\u540c\u7684\u6570\u503c\u884c\u4e3a": 248, "\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f\u8bf7\u53c2\u9605": 248, "\u70b9\u8fd0\u7b97": 248, "\u5143\u7d20\u7ea7\u52a0\u6cd5": 248, "\u6570\u5b66\u51fd\u6570": 248, "\u53ef\u4ee5\u878d\u5408\u4e3a\u5355\u4e2a\u5185\u6838": 248, "\u4ece\u800c\u5206\u644a\u5185\u5b58\u8bbf\u95ee\u65f6\u95f4\u548c\u5185\u6838\u542f\u52a8\u65f6\u95f4": 248, "\u53ef\u4ee5\u81ea\u52a8\u878d\u5408\u5185\u6838": 248, "\u5c3d\u7ba1\u7f16\u8bd1\u5668\u4e2d\u53ef\u80fd\u8fd8\u6709\u672a\u5b9e\u73b0\u7684\u5176\u4ed6\u878d\u5408\u673a\u4f1a": 248, "\u5e76\u4e14\u5e76\u975e\u6240\u6709\u8bbe\u5907\u7c7b\u578b\u90fd\u5f97\u5230\u540c\u7b49\u652f\u6301": 248, "\u70b9\u8fd0\u7b97\u662f\u5185\u5b58\u5bc6\u96c6\u578b\u7684": 248, "\u4f1a\u4e3a\u6bcf\u4e2a\u64cd\u4f5c\u542f\u52a8\u5355\u72ec\u7684\u5185\u6838": 248, "\u6bcf\u4e2a\u5185\u6838\u90fd\u4f1a\u4ece\u5185\u5b58\u52a0\u8f7d\u6570\u636e": 248, "\u6267\u884c\u8ba1\u7b97": 248, "\u8fd9\u4e00\u6b65\u901a\u5e38\u662f\u5ec9\u4ef7\u7684": 248, "\u5e76\u5c06\u7ed3\u679c\u5b58\u50a8\u56de\u5185\u5b58": 248, "\u878d\u5408\u7684\u7b97\u5b50\u53ea\u4e3a\u591a\u4e2a\u878d\u5408\u7684\u70b9\u8fd0\u7b97\u542f\u52a8\u4e00\u4e2a\u5185\u6838": 248, "\u5e76\u4e14\u53ea\u9700\u8981\u4e00\u6b21\u4ece\u5185\u5b58\u52a0\u8f7d": 248, "\u5b58\u50a8\u6570\u636e": 248, "\u8fd9\u4f7f\u5f97": 248, "\u975e\u5e38\u9002\u7528\u4e8e\u6fc0\u6d3b\u51fd\u6570": 248, "\u81ea\u5b9a\u4e49": 248, "\u5355\u5143\u7b49": 248, "\u5728\u6700\u7b80\u5355\u7684\u60c5\u51b5\u4e0b": 248, "\u53ef\u4ee5\u901a\u8fc7\u5c06": 248, "\u88c5\u9970\u5668\u5e94\u7528\u4e8e\u51fd\u6570\u5b9a\u4e49\u6765\u542f\u7528\u878d\u5408": 248, "fused_gelu": 248, "erf": 248, "41421": 248, "\u6709\u5173\u66f4\u9ad8\u7ea7\u7528\u6cd5": 248, "\u5f15\u5165\u4e86\u5bf9\u5377\u79ef\u7f51\u7edc": 248, "\u5185\u5b58\u683c\u5f0f\u7684\u652f\u6301": 248, "\u6b64\u683c\u5f0f\u65e8\u5728\u4e0e": 248, "\u7ed3\u5408\u4f7f\u7528": 248, "\u8fdb\u4e00\u6b65\u52a0\u901f\u4f7f\u7528": 248, "\u7684\u5377\u79ef\u795e\u7ecf\u7f51\u7edc": 248, "\u7684\u652f\u6301\u662f\u5b9e\u9a8c\u6027\u7684": 248, "\u4f46\u9884\u8ba1\u53ef\u4ee5\u7528\u4e8e\u6807\u51c6\u8ba1\u7b97\u673a\u89c6\u89c9\u6a21\u578b": 248, "\u8981\u5c06\u6a21\u578b\u8f6c\u6362\u4e3a": 248, "\u8bf7\u6309\u7167": 248, "\u4e2d\u7684\u8bf4\u660e\u64cd\u4f5c": 248, "\u8be5\u6559\u7a0b\u5305\u62ec\u4e00\u8282\u5173\u4e8e": 248, "\u8f6c\u6362\u73b0\u6709\u6a21\u578b": 248, "\u7f13\u51b2\u533a\u68c0\u67e5\u70b9\u662f\u4e00\u79cd\u6280\u672f": 248, "\u7528\u4e8e\u7f13\u89e3\u6a21\u578b\u8bad\u7ec3\u7684\u5185\u5b58\u5bb9\u91cf\u8d1f\u62c5": 248, "\u4e0e\u5b58\u50a8\u6240\u6709\u5c42\u7684\u8f93\u5165\u4ee5\u8ba1\u7b97\u53cd\u5411\u4f20\u64ad\u4e2d\u7684\u4e0a\u6e38\u68af\u5ea6\u4e0d\u540c": 248, "\u5b83\u5b58\u50a8\u5c11\u6570\u51e0\u5c42\u7684\u8f93\u5165": 248, "\u5176\u4f59\u5c42\u7684\u8f93\u5165\u5728\u53cd\u5411\u4f20\u64ad\u8fc7\u7a0b\u4e2d\u91cd\u65b0\u8ba1\u7b97": 248, "\u51cf\u5c11\u7684\u5185\u5b58\u9700\u6c42\u4f7f\u5f97\u53ef\u4ee5\u589e\u52a0\u6279\u91cf\u5927\u5c0f": 248, "\u4ece\u800c\u63d0\u9ad8\u5229\u7528\u7387": 248, "\u5e94\u8c28\u614e\u9009\u62e9\u68c0\u67e5\u70b9\u76ee\u6807": 248, "\u6700\u597d\u4e0d\u8981\u5b58\u50a8\u5177\u6709\u5c0f\u91cd\u65b0\u8ba1\u7b97\u6210\u672c\u7684\u5927\u578b\u5c42\u8f93\u51fa": 248, "\u793a\u4f8b\u76ee\u6807\u5c42\u5305\u62ec\u6fc0\u6d3b\u51fd\u6570": 248, "\u4e0b\u91c7\u6837\u4ee5\u53ca\u5177\u6709\u5c0f\u7d2f\u79ef\u6df1\u5ea6\u7684\u77e9\u9635": 248, "\u5411\u91cf\u8fd0\u7b97": 248, "\u652f\u6301\u539f\u751f": 248, "\u81ea\u52a8\u6267\u884c\u68c0\u67e5\u70b9\u548c\u91cd\u65b0\u8ba1\u7b97\u7684api": 248, "\u8bb8\u591apytorch": 248, "api\u65e8\u5728\u7528\u4e8e\u8c03\u8bd5": 248, "\u5728\u5e38\u89c4\u8bad\u7ec3\u8fd0\u884c\u65f6\u5e94\u8be5\u7981\u7528": 248, "\u5f02\u5e38\u68c0\u6d4b": 248, "detect_anomali": 248, "set_detect_anomali": 248, "\u4e0eprofiler\u76f8\u5173": 248, "emit_nvtx": 248, "numa\u6216\u975e\u5747\u5300\u5185\u5b58\u8bbf\u95ee\u662f\u4e00\u79cd\u5185\u5b58\u5e03\u5c40\u8bbe\u8ba1": 248, "\u7528\u4e8e\u591a\u5185\u5b58\u63a7\u5236\u5668\u548c\u5185\u5b58\u5757\u7684\u591a\u5957\u63a5\u5b57\u673a\u5668\u4e2d": 248, "\u65e8\u5728\u5229\u7528\u672c\u5730\u5185\u5b58\u7684\u5c40\u90e8\u6027": 248, "\u6240\u6709\u6df1\u5ea6\u5b66\u4e60\u5de5\u4f5c\u8d1f\u8f7d": 248, "\u8bad\u7ec3\u6216\u63a8\u7406": 248, "\u90fd\u80fd\u4ece\u4e0d\u8de8numa\u8282\u70b9\u8bbf\u95ee\u786c\u4ef6\u8d44\u6e90\u4e2d\u83b7\u5f97\u66f4\u597d\u7684\u6027\u80fd": 248, "\u53ef\u4ee5\u4f7f\u7528\u591a\u4e2a\u5b9e\u4f8b\u8fd0\u884c\u63a8\u7406": 248, "\u6bcf\u4e2a\u5b9e\u4f8b\u5728\u4e00\u4e2a\u5957\u63a5\u5b57\u4e0a\u8fd0\u884c": 248, "\u4ee5\u63d0\u9ad8\u541e\u5410\u91cf": 248, "\u5bf9\u4e8e\u5355\u8282\u70b9\u4e0a\u7684\u8bad\u7ec3\u4efb\u52a1": 248, "\u5efa\u8bae\u4f7f\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3": 248, "\u4f7f\u6bcf\u4e2a\u8bad\u7ec3\u8fdb\u7a0b\u5728\u4e00\u4e2a\u5957\u63a5\u5b57\u4e0a\u8fd0\u884c": 248, "\u4ee5\u4e0b\u547d\u4ee4\u4ec5\u5728\u7b2cn\u4e2a\u8282\u70b9\u4e0a\u7684\u6838\u5fc3\u4e0a\u6267\u884cpytorch\u811a\u672c": 248, "\u5e76\u907f\u514d\u8de8\u5957\u63a5\u5b57\u5185\u5b58\u8bbf\u95ee": 248, "\u4ece\u800c\u51cf\u5c11\u5185\u5b58\u8bbf\u95ee\u5f00\u9500": 248, "cpunodebind": 248, "membind": 248, "pytorch_script": 248, "\u66f4\u8be6\u7ec6\u7684\u63cf\u8ff0\u53ef\u4ee5\u5728": 248, "\u627e\u5230": 248, "openmp\u7528\u4e8e\u4e3a\u5e76\u884c\u8ba1\u7b97\u4efb\u52a1\u5e26\u6765\u66f4\u597d\u7684\u6027\u80fd": 248, "\u662f\u53ef\u7528\u4e8e\u52a0\u901f\u8ba1\u7b97\u7684\u6700\u7b80\u5355\u5f00\u5173": 248, "\u5b83\u51b3\u5b9a\u4e86\u7528\u4e8eopenmp\u8ba1\u7b97\u7684\u7ebf\u7a0b\u6570": 248, "cpu\u4eb2\u548c\u6027\u8bbe\u7f6e\u63a7\u5236\u5982\u4f55\u5728\u591a\u4e2a\u6838\u5fc3\u4e0a\u5206\u914d\u5de5\u4f5c\u8d1f\u8f7d": 248, "\u5b83\u4f1a\u5f71\u54cd\u901a\u4fe1\u5f00\u9500": 248, "\u7f13\u5b58\u884c\u5931\u6548\u5f00\u9500\u6216\u9875\u9762\u6296\u52a8": 248, "\u56e0\u6b64\u6b63\u786e\u8bbe\u7f6ecpu\u4eb2\u548c\u6027\u4f1a\u5e26\u6765\u6027\u80fd\u4f18\u52bf": 248, "gomp_cpu_affin": 248, "\u51b3\u5b9a\u5982\u4f55\u5c06openmp\u7ebf\u7a0b\u7ed1\u5b9a\u5230\u7269\u7406\u5904\u7406\u5355\u5143": 248, "\u8be6\u7ec6\u4fe1\u606f\u53ef\u4ee5\u5728": 248, "\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4": 248, "pytorch\u5c06\u5728n\u4e2aopenmp\u7ebf\u7a0b\u4e0a\u8fd0\u884c\u4efb\u52a1": 248, "\u4f7f\u7528\u4ee5\u4e0b\u73af\u5883\u53d8\u91cf\u6765\u8bbe\u7f6egnu": 248, "openmp\u5b9e\u73b0\u7684cpu\u4eb2\u548c\u6027": 248, "omp_proc_bind": 248, "\u6307\u5b9a\u7ebf\u7a0b\u662f\u5426\u53ef\u4ee5\u5728\u5904\u7406\u5668\u4e4b\u95f4\u79fb\u52a8": 248, "\u5c06\u5176\u8bbe\u7f6e\u4e3aclose\u53ef\u4ee5\u4f7fopenmp\u7ebf\u7a0b\u9760\u8fd1\u4e3b\u7ebf\u7a0b\u5728\u8fde\u7eed\u7684\u5206\u533a\u4e2d": 248, "omp_schedul": 248, "\u51b3\u5b9a\u4e86openmp\u7ebf\u7a0b\u7684\u8c03\u5ea6\u65b9\u5f0f": 248, "\u5c06\u7ebf\u7a0b\u7ed1\u5b9a\u5230\u7279\u5b9a\u7684cpu": 248, "pytorch\u4f7f\u7528gnu": 248, "libgomp": 248, "\u8fdb\u884c\u5e76\u884c\u8ba1\u7b97": 248, "\u5728intel\u5e73\u53f0\u4e0a": 248, "\u63d0\u4f9b\u4e86openmp": 248, "api\u89c4\u8303\u652f\u6301": 248, "\u76f8\u6bd4": 248, "\u5b83\u6709\u65f6\u4f1a\u5e26\u6765\u66f4\u591a\u7684\u6027\u80fd\u4f18\u52bf": 248, "\u5229\u7528\u73af\u5883\u53d8\u91cf": 248, "\u53ef\u4ee5\u5c06openmp\u5e93\u5207\u6362\u5230": 248, "\u4e0egnu": 248, "openmp\u4e2d\u7684cpu\u4eb2\u548c\u6027\u8bbe\u7f6e\u7c7b\u4f3c": 248, "\u4e2d\u4e5f\u63d0\u4f9b\u4e86\u73af\u5883\u53d8\u91cf\u6765\u63a7\u5236cpu\u4eb2\u548c\u6027\u8bbe\u7f6e": 248, "\u5c06openmp\u7ebf\u7a0b\u7ed1\u5b9a\u5230\u7269\u7406\u5904\u7406\u5355\u5143": 248, "\u8bbe\u7f6e\u7ebf\u7a0b\u5728\u5b8c\u6210\u5e76\u884c\u533a\u57df\u6267\u884c\u540e\u7b49\u5f85\u7761\u7720\u4e4b\u524d\u7684\u65f6\u95f4": 248, "\u4ee5\u6beb\u79d2\u4e3a\u5355\u4f4d": 248, "\u5728\u5927\u591a\u6570\u60c5\u51b5\u4e0b": 248, "\u8bbe\u7f6e\u4e3a1\u62160\u53ef\u4ee5\u83b7\u5f97\u826f\u597d\u7684\u6027\u80fd": 248, "\u4ee5\u4e0b\u547d\u4ee4\u663e\u793a\u4e86\u4f7f\u7528intel": 248, "openmp\u8fd0\u884c\u65f6\u5e93\u7684\u5e38\u89c1\u8bbe\u7f6e": 248, "\u5bf9\u4e8e\u6df1\u5ea6\u5b66\u4e60\u5de5\u4f5c\u8d1f\u8f7d": 248, "\u51fd\u6570\u76f8\u6bd4": 248, "jemalloc": 248, "tcmalloc": 248, "\u53ef\u4ee5\u901a\u8fc7\u5c3d\u53ef\u80fd\u91cd\u7528\u5185\u5b58\u83b7\u5f97\u66f4\u597d\u7684\u6027\u80fd": 248, "\u662f\u4e00\u4e2a\u901a\u7528\u7684": 248, "\u5f3a\u8c03\u907f\u514d\u788e\u7247\u548c\u53ef\u6269\u5c55\u7684\u5e76\u53d1\u652f\u6301": 248, "\u4e5f\u5177\u6709\u4e00\u4e9b\u4f18\u5316": 248, "\u53ef\u4ee5\u52a0\u901f\u7a0b\u5e8f\u6267\u884c": 248, "\u5176\u4e2d\u4e00\u4e2a\u4f18\u5316\u662f\u5728\u7f13\u5b58\u4e2d\u4fdd\u5b58\u5185\u5b58": 248, "\u4ee5\u52a0\u5feb\u5e38\u7528\u5bf9\u8c61\u7684\u8bbf\u95ee\u901f\u5ea6": 248, "\u5373\u4f7f\u5728\u91ca\u653e\u5185\u5b58\u540e": 248, "\u4fdd\u6301\u8fd9\u4e9b\u7f13\u5b58\u4e5f\u6709\u52a9\u4e8e\u907f\u514d\u6602\u8d35\u7684\u7cfb\u7edf\u8c03\u7528": 248, "\u5982\u679c\u7a0d\u540e\u91cd\u65b0\u5206\u914d\u8fd9\u4e9b\u5185\u5b58": 248, "\u4f7f\u7528\u73af\u5883\u53d8\u91cf": 248, "\u6765\u5229\u7528\u5176\u4e2d\u4e4b\u4e00": 248, "graph\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u63a8\u7406\u6027\u80fd": 248, "\u5b83\u5c06\u4e00\u4e9b\u8ba1\u7b97\u5bc6\u96c6\u578b\u64cd\u4f5c": 248, "\u4e0e\u5176\u76f8\u90bb\u64cd\u4f5c\u878d\u5408": 248, "0\u4e2d": 248, "\u5b83\u4f5c\u4e3a\u6d4b\u8bd5\u7248\u529f\u80fd\u652f\u6301": 248, "graph\u63a5\u6536\u6a21\u578b\u7684\u56fe\u5f62": 248, "\u5e76\u6839\u636e\u793a\u4f8b\u8f93\u5165\u7684\u5f62\u72b6\u8bc6\u522b\u8fd0\u7b97\u7b26\u878d\u5408\u7684\u5019\u9009\u5bf9\u8c61": 248, "\u6a21\u578b\u5e94\u8be5\u4f7f\u7528\u793a\u4f8b\u8f93\u5165\u8fdb\u884cjit\u8ddf\u8e2a": 248, "\u5bf9\u4e8e\u4e0e\u793a\u4f8b\u8f93\u5165\u5177\u6709\u76f8\u540c\u5f62\u72b6\u7684\u8f93\u5165": 248, "\u5728\u51e0\u6b21\u70ed\u8eab\u8fed\u4ee3\u540e\u5c31\u4f1a\u89c2\u5bdf\u5230\u52a0\u901f": 248, "\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u662f\u9488\u5bf9resnet50\u7684": 248, "\u4f46\u5b83\u4eec\u4e5f\u53ef\u4ee5\u5f88\u597d\u5730\u6269\u5c55\u5230\u4f7f\u7528\u81ea\u5b9a\u4e49\u6a21\u578b\u7684onednn": 248, "\u53ea\u9700\u8981\u8fd9\u4e00\u884c\u989d\u5916\u7684\u4ee3\u7801\u5373\u53ef\u4f7f\u7528onednn": 248, "enable_onednn_fus": 248, "api\u8fdb\u884cfloat32\u63a8\u7406\u53ea\u9700\u8981\u4e00\u884c\u989d\u5916\u7684\u4ee3\u7801": 248, "\u5982\u679c\u60a8\u6b63\u5728\u4f7f\u7528onednn": 248, "\u8bf7\u907f\u514d\u8c03\u7528": 248, "optimize_for_infer": 248, "\u793a\u4f8b\u8f93\u5165\u5e94\u8be5\u4e0e\u9884\u671f\u8f93\u5165\u5177\u6709\u76f8\u540c\u7684\u5f62\u72b6": 248, "\u5728\u6b64\u793a\u4f8b\u4e2d\u4f7f\u7528torchvision\u4e2d\u7684resnet50\u8fdb\u884c\u8bf4\u660e": 248, "\u4f46\u4e0b\u9762\u7684\u4ee3\u7801\u786e\u5b9e\u53ef\u4ee5\u4fee\u6539\u4e3a\u4f7f\u7528\u81ea\u5b9a\u4e49\u6a21\u578b": 248, "\u4f7f\u7528\u793a\u4f8b\u8f93\u5165\u8ddf\u8e2a\u6a21\u578b": 248, "\u8c03\u7528torch": 248, "\u4e00\u65e6\u4f7f\u7528\u793a\u4f8b\u8f93\u5165\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86jit\u8ddf\u8e2a": 248, "\u5c31\u53ef\u4ee5\u5728\u51e0\u6b21\u70ed\u8eab\u8fd0\u884c\u540e\u7528\u4e8e\u63a8\u7406": 248, "\u51e0\u6b21\u70ed\u8eab\u8fd0\u884c": 248, "\u5728\u70ed\u8eab\u8fd0\u884c\u540e\u4f1a\u89c2\u5bdf\u5230\u52a0\u901f": 248, "\u867d\u7136onednn": 248, "graph\u7684jit\u878d\u5408\u5668\u4e5f\u652f\u6301": 248, "\u6570\u636e\u7c7b\u578b\u7684\u63a8\u7406": 248, "\u4f46\u53ea\u6709\u5177\u6709avx512_bf16\u6307\u4ee4\u96c6\u67b6\u6784": 248, "\u7684\u673a\u5668\u624d\u80fd\u4eceonednn": 248, "graph\u4e2d\u83b7\u5f97\u6027\u80fd\u4f18\u52bf": 248, "\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u662f\u4f7f\u7528": 248, "\u6570\u636e\u7c7b\u578b\u8fdb\u884conednn": 248, "graph\u63a8\u7406\u7684\u793a\u4f8b": 248, "jit\u6a21\u5f0f\u4e0b\u7684amp\u9ed8\u8ba4\u542f\u7528": 248, "\u5e76\u4e14\u4e0e\u5176eager\u6a21\u5f0f\u5bf9\u5e94\u7248\u672c\u4e0d\u540c": 248, "_jit_set_autocast_mod": 248, "\u5f53\u4f7f\u7528amp\u65f6": 248, "\u5e94\u4f7f\u7528": 248, "\u8fdb\u884c\u57fa\u4e8ecnn\u7684\u89c6\u89c9\u6a21\u578b\u7684conv": 248, "batchnorm\u6298\u53e0": 248, "\u5f53\u4e0d\u4f7f\u7528amp\u65f6": 248, "\u65e0\u9700\u8c03\u7528optim": 248, "\u5728\u540e\u7eed\u8fd0\u884c\u4e2d\u4f1a\u89c2\u5bdf\u5230\u52a0\u901f": 248, "\u5bf9\u4e8e\u5c0f\u578b\u6a21\u578b\u6216\u5185\u5b58\u9650\u5236\u578b\u6a21\u578b": 248, "\u5982dlrm": 248, "\u5728cpu\u4e0a\u8fdb\u884c\u8bad\u7ec3\u4e5f\u662f\u4e00\u4e2a\u4e0d\u9519\u7684\u9009\u62e9": 248, "\u5728\u5177\u6709\u591a\u4e2a\u5957\u63a5\u5b57\u7684\u673a\u5668\u4e0a": 248, "\u5206\u5e03\u5f0f\u8bad\u7ec3\u53ef\u4ee5\u5e26\u6765\u9ad8\u6548\u7684\u786c\u4ef6\u8d44\u6e90\u4f7f\u7528": 248, "\u4ece\u800c\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b": 248, "ccl": 248, "\u8fdb\u884c\u4e86\u4f18\u5316": 248, "\u7528\u4e8e\u9ad8\u6548\u7684\u5206\u5e03\u5f0f\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3": 248, "\u5b9e\u73b0\u4e86\u8bf8\u5982": 248, "alltoal": 248, "\u7b49\u96c6\u4f53\u64cd\u4f5c": 248, "\u5b9e\u73b0\u4e86pytorch": 248, "\u5e76\u53ef\u4ee5\u4f5c\u4e3a\u5916\u90e8": 248, "\u52a8\u6001\u52a0\u8f7d": 248, "ddp\u6a21\u5757\u4e2d\u5b9e\u73b0\u7684\u4f18\u5316\u4e4b\u4e0a": 248, "\u52a0\u901f\u4e86\u901a\u4fe1\u64cd\u4f5c": 248, "\u9664\u4e86\u5bf9\u901a\u4fe1\u5185\u6838\u8fdb\u884c\u4f18\u5316\u5916": 248, "\u8fd8\u652f\u6301\u540c\u6b65\u8ba1\u7b97\u548c\u901a\u4fe1\u529f\u80fd": 248, "\u652f\u6301\u8bb8\u591a\u7b97\u6cd5\u6765\u8ba1\u7b97\u5377\u79ef": 248, "\u81ea\u52a8\u8c03\u4f18\u5668\u4f1a\u8fd0\u884c\u4e00\u4e2a\u7b80\u77ed\u7684\u57fa\u51c6\u6d4b\u8bd5": 248, "\u5e76\u4e3a\u7ed9\u5b9a\u7684\u786c\u4ef6\u548c\u8f93\u5165\u5927\u5c0f\u9009\u62e9\u6027\u80fd\u6700\u4f73\u7684\u5185\u6838": 248, "\u5bf9\u4e8e\u5377\u79ef\u7f51\u7edc": 248, "\u76ee\u524d\u5176\u4ed6\u7c7b\u578b\u5c1a\u4e0d\u652f\u6301": 248, "\u53ef\u4ee5\u5728\u542f\u52a8\u8bad\u7ec3\u5faa\u73af\u4e4b\u524d\u542f\u7528": 248, "\u65b9\u6cd5\u662f\u8bbe\u7f6e": 248, "\u81ea\u52a8\u8c03\u4f18\u5668\u7684\u51b3\u7b56\u53ef\u80fd\u662f\u975e\u786e\u5b9a\u6027\u7684": 248, "\u4e0d\u540c\u7684\u7b97\u6cd5\u53ef\u80fd\u4f1a\u5728\u4e0d\u540c\u7684\u8fd0\u884c\u4e2d\u88ab\u9009\u62e9": 248, "\u6709\u5173\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f": 248, "\u53ef\u91cd\u590d\u6027": 248, "\u5728\u67d0\u4e9b\u7f55\u89c1\u7684\u60c5\u51b5\u4e0b": 248, "\u4f8b\u5982\u8f93\u5165\u5927\u5c0f\u9ad8\u5ea6\u53ef\u53d8\u65f6": 248, "\u6700\u597d\u5728\u7981\u7528\u81ea\u52a8\u8c03\u4f18\u5668\u7684\u60c5\u51b5\u4e0b\u8fd0\u884c\u5377\u79ef\u7f51\u7edc": 248, "\u4ee5\u907f\u514d\u4e3a\u6bcf\u4e2a\u8f93\u5165\u5927\u5c0f\u9009\u62e9\u7b97\u6cd5\u6240\u5e26\u6765\u7684\u5f00\u9500": 248, "\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u540c\u6b65": 248, "\u5c3d\u53ef\u80fd\u8ba9": 248, "\u9886\u5148\u4e8e\u52a0\u901f\u5668\u8fd0\u884c": 248, "\u4ee5\u786e\u4fdd\u52a0\u901f\u5668\u5de5\u4f5c\u961f\u5217\u4e2d\u5305\u542b\u8bb8\u591a\u64cd\u4f5c": 248, "\u8bf7\u907f\u514d\u9700\u8981\u540c\u6b65\u7684\u64cd\u4f5c": 248, "cuda_tensor": 248, "\u5185\u5b58\u590d\u5236": 248, "\u548c\u7b49\u6548\u7684": 248, "\u4f9d\u8d56\u4e8e\u5728": 248, "\u5f20\u91cf\u4e0a\u6267\u884c\u7684\u64cd\u4f5c\u7ed3\u679c\u7684": 248, "\u63a7\u5236\u6d41": 248, "\u6765\u751f\u6210\u968f\u673a\u5f20\u91cf": 248, "\u800c\u662f\u76f4\u63a5\u5728\u76ee\u6807\u8bbe\u5907\u4e0a\u751f\u6210\u8f93\u51fa": 248, "\u8fd9\u9002\u7528\u4e8e\u6240\u6709\u521b\u5efa\u65b0\u5f20\u91cf\u5e76\u63a5\u53d7": 248, "\u53c2\u6570\u7684\u51fd\u6570": 248, "\u548c\u7c7b\u4f3c\u51fd\u6570": 248, "\u6df7\u5408\u7cbe\u5ea6\u5229\u7528": 248, "\u53ca\u66f4\u65b0\u7684": 248, "\u67b6\u6784\u4e0a\u53ef\u63d0\u4f9b\u9ad8\u8fbe": 248, "\u500d\u7684\u6574\u4f53\u52a0\u901f": 248, "\u8981\u4f7f\u7528": 248, "\u9700\u8981\u542f\u7528": 248, "\u5e76\u4e14\u77e9\u9635": 248, "\u5f20\u91cf\u7684\u7ef4\u5ea6\u9700\u8981\u6ee1\u8db3\u8c03\u7528\u4f7f\u7528": 248, "\u7684\u5185\u6838\u7684\u8981\u6c42": 248, "\u5c06\u5927\u5c0f\u8bbe\u7f6e\u4e3a": 248, "\u4ee5\u6620\u5c04\u5230": 248, "\u7684\u7ef4\u5ea6": 248, "\u6df1\u5ea6\u5b66\u4e60\u6027\u80fd\u6587\u6863": 248, "\u4ee5\u83b7\u53d6\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f\u548c\u7279\u5b9a\u4e8e\u5c42\u7c7b\u578b\u7684\u6307\u5357": 248, "\u5982\u679c\u5c42\u5927\u5c0f\u662f\u7531\u5176\u4ed6\u53c2\u6570\u800c\u4e0d\u662f\u56fa\u5b9a\u503c\u6d3e\u751f\u7684": 248, "\u5b83\u4ecd\u7136\u53ef\u4ee5\u663e\u5f0f\u586b\u5145": 248, "\u6a21\u578b\u4e2d\u7684\u8bcd\u6c47\u91cf\u5927\u5c0f": 248, "\u6df7\u5408\u7cbe\u5ea6\u8bad\u7ec3\u548c": 248, "\u89c6\u9891": 248, "\u5e7b\u706f\u7247": 248, "\u7248\u672c\u5f00\u59cb\u63d0\u4f9b\u539f\u751f": 248, "\u7528\u4e8e\u8bed\u97f3\u8bc6\u522b\u6216": 248, "\u7684\u6a21\u578b\u901a\u5e38\u5728\u5177\u6709\u53ef\u53d8\u5e8f\u5217\u957f\u5ea6\u7684\u8f93\u5165\u5f20\u91cf\u4e0a\u8fdb\u884c\u8bad\u7ec3": 248, "\u53ef\u53d8\u957f\u5ea6\u53ef\u80fd\u4f1a\u5bf9": 248, "\u7f13\u5b58\u5206\u914d\u5668\u9020\u6210\u95ee\u9898": 248, "\u5e76\u5bfc\u81f4\u6027\u80fd\u964d\u4f4e\u6216\u610f\u5916\u7684\u5185\u5b58\u4e0d\u8db3\u9519\u8bef": 248, "\u5982\u679c\u4e00\u4e2a\u77ed\u5e8f\u5217\u957f\u5ea6\u7684\u6279\u6b21\u540e\u9762\u7d27\u8ddf\u7740\u53e6\u4e00\u4e2a\u957f\u5e8f\u5217\u957f\u5ea6\u7684\u6279\u6b21": 248, "\u5c31\u88ab\u8feb\u91ca\u653e\u524d\u4e00\u6b21\u8fed\u4ee3\u7684\u4e2d\u95f4\u7f13\u51b2\u533a": 248, "\u5e76\u91cd\u65b0\u5206\u914d\u65b0\u7684\u7f13\u51b2\u533a": 248, "\u8fd9\u4e2a\u8fc7\u7a0b\u662f\u8017\u65f6\u7684": 248, "\u5e76\u4f1a\u5728\u7f13\u5b58\u5206\u914d\u5668\u4e2d\u9020\u6210\u788e\u7247": 248, "\u4ece\u800c\u53ef\u80fd\u5bfc\u81f4\u5185\u5b58\u4e0d\u8db3\u9519\u8bef": 248, "\u4e00\u4e2a\u5178\u578b\u7684\u89e3\u51b3\u65b9\u6848\u662f\u5b9e\u73b0\u9884\u5206\u914d": 248, "\u5b83\u5305\u62ec\u4ee5\u4e0b\u6b65\u9aa4": 248, "\u751f\u6210\u4e00\u4e2a": [248, 253], "\u901a\u5e38\u662f\u968f\u673a\u7684": 248, "\u5177\u6709\u6700\u5927\u5e8f\u5217\u957f\u5ea6\u7684\u8f93\u5165\u6279\u6b21": 248, "\u8981\u4e48\u5bf9\u5e94\u4e8e\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u7684\u6700\u5927\u957f\u5ea6": 248, "\u8981\u4e48\u5bf9\u5e94\u4e8e\u67d0\u4e2a\u9884\u5b9a\u4e49\u7684\u9608\u503c": 248, "\u4f7f\u7528\u751f\u6210\u7684\u6279\u6b21\u6267\u884c\u524d\u5411\u548c\u540e\u5411\u4f20\u9012": 248, "\u4e0d\u6267\u884c\u4f18\u5316\u5668\u6216\u5b66\u4e60\u7387\u8c03\u5ea6\u5668": 248, "\u8fd9\u4e00\u6b65\u9884\u5206\u914d\u4e86\u6700\u5927\u5927\u5c0f\u7684\u7f13\u51b2\u533a": 248, "\u53ef\u5728\u540e\u7eed\u8bad\u7ec3\u8fed\u4ee3\u4e2d\u91cd\u7528": 248, "\u7ee7\u7eed\u5e38\u89c4\u8bad\u7ec3": 248, "\u6709\u4e24\u79cd\u65b9\u5f0f\u6765\u5b9e\u73b0\u6570\u636e\u5e76\u884c\u8bad\u7ec3": 248, "\u63d0\u4f9b\u4e86\u66f4\u597d\u7684\u6027\u80fd\u548c\u591a": 248, "\u6269\u5c55\u80fd\u529b": 248, "\u6587\u6863\u4e2d": 248, "\u76f8\u5173": 248, "\u6700\u4f73\u5b9e\u8df5\u90e8\u5206": 248, "\u5728\u6bcf\u6b21\u53cd\u5411\u4f20\u64ad\u540e\u6267\u884c\u68af\u5ea6": 248, "\u4ee5\u8ba1\u7b97\u53c2\u4e0e\u8bad\u7ec3\u7684\u6240\u6709\u5de5\u4f5c\u8fdb\u7a0b\u4e0a\u7684\u5e73\u5747\u68af\u5ea6": 248, "\u5982\u679c\u8bad\u7ec3\u4f7f\u7528\u4e86": 248, "\u6b65\u68af\u5ea6\u7d2f\u79ef": 248, "\u90a3\u4e48\u5728\u6bcf\u4e2a\u8bad\u7ec3\u6b65\u9aa4\u540e\u90fd\u4e0d\u9700\u8981\u6267\u884c": 248, "\u53ea\u9700\u5728\u6700\u540e\u4e00\u6b21\u8c03\u7528": 248, "\u5728\u6267\u884c\u4f18\u5316\u5668\u4e4b\u524d\u6267\u884c": 248, "\u63d0\u4f9b\u4e86": 248, "no_sync": 248, "\u7528\u4e8e\u5728\u7279\u5b9a\u8fed\u4ee3\u4e2d\u7981\u7528\u68af\u5ea6": 248, "\u5e94\u8be5\u5e94\u7528\u4e8e\u68af\u5ea6\u7d2f\u79ef\u7684\u524d": 248, "\u6b21\u8fed\u4ee3": 248, "\u6700\u540e\u4e00\u6b21\u8fed\u4ee3\u5e94\u8be5\u9075\u5faa\u9ed8\u8ba4\u6267\u884c": 248, "\u5e76\u6267\u884c\u6240\u9700\u7684\u68af\u5ea6": 248, "\u4f1a\u6839\u636e\u6a21\u578b\u6784\u9020\u51fd\u6570\u4e2d\u5c42\u548c\u53c2\u6570\u7684\u987a\u5e8f\u6765\u6784\u5efa": 248, "\u7684\u6876": 248, "\u4f1a\u4e0e\u53cd\u5411\u4f20\u64ad\u91cd\u53e0": 248, "\u53ea\u6709\u5f53\u7ed9\u5b9a\u6876\u4e2d\u7684\u6240\u6709\u53c2\u6570\u7684\u68af\u5ea6\u90fd\u53ef\u7528\u65f6": 248, "\u624d\u4f1a\u5f02\u6b65\u89e6\u53d1\u8be5\u6876\u7684": 248, "\u4e3a\u4e86\u6700\u5927\u5316\u91cd\u53e0\u91cf": 248, "\u6a21\u578b\u6784\u9020\u51fd\u6570\u4e2d\u7684\u987a\u5e8f\u5e94\u8be5\u5927\u81f4\u4e0e\u6267\u884c\u671f\u95f4\u7684\u987a\u5e8f\u76f8\u5339\u914d": 248, "\u5982\u679c\u987a\u5e8f\u4e0d\u5339\u914d": 248, "\u90a3\u4e48\u6574\u4e2a\u6876\u7684": 248, "\u5c06\u7b49\u5f85\u6700\u540e\u5230\u8fbe\u7684\u68af\u5ea6": 248, "\u8fd9\u53ef\u80fd\u4f1a\u51cf\u5c11\u53cd\u5411\u4f20\u64ad\u548c": 248, "\u4e4b\u95f4\u7684\u91cd\u53e0": 248, "\u53ef\u80fd\u4f1a\u66b4\u9732\u51fa\u6765": 248, "\u4ece\u800c\u51cf\u6162\u8bad\u7ec3\u901f\u5ea6": 248, "\u8fd9\u662f\u9ed8\u8ba4\u8bbe\u7f6e": 248, "\u4f9d\u8d56\u4e8e\u57fa\u4e8e\u53cd\u5411\u4f20\u64ad\u671f\u95f4\u9047\u5230\u7684\u64cd\u4f5c\u987a\u5e8f\u7684\u81ea\u52a8\u6876\u5f62\u6210": 248, "\u65e0\u9700\u91cd\u65b0\u6392\u5217\u5c42\u6216\u53c2\u6570\u5373\u53ef\u83b7\u5f97\u6700\u4f73\u6027\u80fd": 248, "\u5bf9\u4e8e\u5904\u7406\u5e8f\u5217\u6570\u636e\u7684\u6a21\u578b": 248, "\u8bed\u97f3\u8bc6\u522b": 248, "\u7ffb\u8bd1": 248, "\u8bed\u8a00\u6a21\u578b\u7b49": 248, "\u901a\u5e38\u53ef\u80fd\u4f1a\u53d1\u751f\u8d1f\u8f7d\u4e0d\u5747\u8861": 248, "\u5982\u679c\u4e00\u4e2a\u8bbe\u5907\u6536\u5230\u7684\u6279\u6b21\u6570\u636e\u7684\u5e8f\u5217\u957f\u5ea6\u6bd4\u5176\u4ed6\u8bbe\u5907\u957f": 248, "\u90a3\u4e48\u6240\u6709\u8bbe\u5907\u90fd\u8981\u7b49\u5f85\u5b8c\u6210\u6700\u540e\u7684\u5de5\u4f5c\u8fdb\u7a0b": 248, "\u540e\u7aef\u7684\u5206\u5e03\u5f0f\u8bbe\u7f6e\u4e2d": 248, "\u53cd\u5411\u4f20\u64ad\u51fd\u6570\u4f5c\u4e3a\u4e00\u4e2a\u9690\u5f0f\u7684\u540c\u6b65\u70b9": 248, "\u6709\u591a\u79cd\u65b9\u6cd5\u53ef\u4ee5\u89e3\u51b3\u8d1f\u8f7d\u5e73\u8861\u95ee\u9898": 248, "\u6838\u5fc3\u601d\u60f3\u662f\u5728\u6bcf\u4e2a\u5168\u5c40\u6279\u6b21\u4e2d\u5c3d\u53ef\u80fd\u5747\u5300\u5730\u5c06\u5de5\u4f5c\u8d1f\u8f7d\u5206\u5e03\u5230\u6240\u6709\u5de5\u4f5c\u8fdb\u7a0b": 248, "\u901a\u8fc7\u5f62\u6210\u5177\u6709\u5927\u7ea6\u6052\u5b9a\u4ee4\u724c\u6570": 248, "\u800c\u4e0d\u662f\u5e8f\u5217\u6570": 248, "\u7684\u6279\u6b21\u6765\u89e3\u51b3\u4e0d\u5e73\u8861\u95ee\u9898": 248, "\u5176\u4ed6\u6a21\u578b\u901a\u8fc7\u5bf9\u5177\u6709\u76f8\u4f3c\u5e8f\u5217\u957f\u5ea6\u7684\u6837\u672c\u8fdb\u884c\u5206\u6876\u6216\u751a\u81f3\u5bf9\u6570\u636e\u96c6\u6309\u5e8f\u5217\u957f\u5ea6\u8fdb\u884c\u6392\u5e8f\u6765\u89e3\u51b3\u4e0d\u5e73\u8861\u95ee\u9898": 248, "tuning_guid": 248, "\u5728\u8f6c\u79fb\u5b66\u4e60\u6216\u8bad\u7ec3\u65b0\u7684\u590d\u6742\u6a21\u578b\u65f6": 249, "\u52a0\u8f7d\u90e8\u5206\u6a21\u578b\u662f\u5f88\u5e38\u89c1\u7684\u573a\u666f": 249, "\u5229\u7528\u5df2\u7ecf\u8bad\u7ec3\u597d\u7684\u53c2\u6570": 249, "\u5373\u4f7f\u53ea\u6709\u5c11\u6570\u53ef\u7528": 249, "\u4e5f\u5c06\u6709\u52a9\u4e8e\u52a0\u5feb\u8bad\u7ec3\u8fc7\u7a0b\u7684\u542f\u52a8": 249, "\u5e76\u6709\u671b\u4f7f\u60a8\u7684\u6a21\u578b\u6bd4\u4ece\u5934\u5f00\u59cb\u8bad\u7ec3\u6536\u655b\u5f97\u66f4\u5feb": 249, "\u65e0\u8bba\u60a8\u662f\u52a0\u8f7d\u7f3a\u5c11\u67d0\u4e9b\u952e\u7684\u90e8\u5206": 249, "\u8fd8\u662f\u52a0\u8f7d\u6bd4\u9884\u671f\u7684\u6a21\u578b\u66f4\u591a\u952e\u7684": 249, "\u60a8\u90fd\u53ef\u4ee5\u901a\u8fc7": 249, "\u4ee5\u5ffd\u7565\u4e0d\u5339\u914d\u7684\u952e": 249, "\u6211\u4eec\u5c06\u5c1d\u8bd5\u4f7f\u7528\u4e0d\u540c\u6a21\u578b\u7684\u53c2\u6570\u5bf9\u6a21\u578b\u8fdb\u884c\u70ed\u542f\u52a8": 249, "\u6211\u4eec\u5c06\u521b\u5efa\u4e24\u4e2a\u795e\u7ecf\u7f51\u7edc": 249, "\u5c06\u7c7b\u578b": 249, "\u7684\u4e00\u4e2a\u53c2\u6570\u52a0\u8f7d\u5230\u7c7b\u578b": 249, "\u5982\u679c\u60a8\u60f3\u5c06\u4e00\u4e2a\u5c42\u7684\u53c2\u6570\u52a0\u8f7d\u5230\u53e6\u4e00\u4e2a\u5c42": 249, "\u4f46\u662f\u67d0\u4e9b\u952e\u4e0d\u5339\u914d": 249, "\u53ea\u9700\u5c06\u8981\u52a0\u8f7d\u7684": 249, "\u4e2d\u7684\u53c2\u6570\u952e\u540d\u79f0\u66f4\u6539\u4e3a\u4e0e\u8981\u52a0\u8f7d\u5230\u7684\u6a21\u578b\u4e2d\u7684\u952e\u540d\u79f0\u76f8\u5339\u914d\u5373\u53ef": 249, "\u60a8\u53ef\u4ee5\u770b\u5230\u6240\u6709\u952e\u90fd\u5339\u914d\u6210\u529f": 249, "\u60a8\u5df2\u6210\u529f\u4f7f\u7528\u4e0d\u540c\u6a21\u578b\u7684\u53c2\u6570\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u70ed\u542f\u52a8": 249, "\u4f7f\u7528pytorch\u5728\u4e00\u4e2a\u6587\u4ef6\u4e2d\u4fdd\u5b58\u548c\u52a0\u8f7d\u591a\u4e2a\u6a21\u578b": 249, "\u5728pytorch\u4e2d\u8de8\u8bbe\u5907\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b": [249, 251], "\u6a21\u578b\u7684\u53ef\u5b66\u4e60\u53c2\u6570": 250, "\u5373\u6743\u91cd\u548c\u504f\u7f6e": 250, "\u5305\u542b\u5728\u6a21\u578b\u7684\u53c2\u6570\u4e2d": 250, "\u8bbf\u95ee": 250, "\u53ea\u662f\u4e00\u4e2a": 250, "\u5b57\u5178\u5bf9\u8c61": 250, "\u5b83\u5c06\u6bcf\u4e00\u5c42\u6620\u5c04\u5230\u5176\u53c2\u6570\u5f20\u91cf": 250, "\u5982\u679c\u4f7f\u7528": 250, "\u4fdd\u5b58\u6216\u52a0\u8f7d\u6a21\u578b": 250, "\u5c31\u662f\u4e00\u4e2a\u4e0d\u53ef\u6216\u7f3a\u7684\u5b9e\u4f53": 250, "\u5bf9\u8c61\u662f": 250, "\u5b57\u5178": 250, "\u5b83\u4eec\u53ef\u4ee5\u5f88\u5bb9\u6613\u5730\u88ab\u4fdd\u5b58": 250, "\u66f4\u65b0": 250, "\u4fee\u6539\u548c\u6062\u590d": 250, "\u6a21\u578b\u548c\u4f18\u5316\u5668\u66f4\u597d\u7684\u505a\u5230\u4e86\u6a21\u5757\u5316": 250, "\u53ea\u6709\u5177\u6709\u53ef\u5b66\u4e60\u53c2\u6570\u7684\u5c42": 250, "\u5377\u79ef\u5c42": 250, "\u7ebf\u6027\u5c42\u7b49": 250, "\u548c\u5df2\u6ce8\u518c\u7684\u7f13\u51b2\u533a": 250, "\u5728\u6a21\u578b\u7684": 250, "\u4e2d\u6709\u6761\u76ee": 250, "\u4f18\u5316\u5668\u5bf9\u8c61": 250, "\u4e5f\u6709\u4e00\u4e2a": 250, "\u5b83\u5305\u542b\u4e86\u4f18\u5316\u5668\u72b6\u6001\u7684\u4fe1\u606f": 250, "\u4ee5\u53ca\u4f7f\u7528\u7684\u8d85\u53c2\u6570": 250, "\u6211\u4eec\u5c06\u770b\u5230\u5982\u4f55\u5728\u4e00\u4e2a\u7b80\u5355\u7684\u6a21\u578b\u4e2d": 250, "\u662f\u5982\u4f55\u4f7f\u7528\u7684": 250, "\u5b9a\u4e49\u548c\u521d\u59cb\u5316\u795e\u7ecf\u7f51\u7edc": 250, "\u5bfc\u5165\u52a0\u8f7d\u6570\u636e\u6240\u9700\u7684\u5fc5\u8981\u5e93": 250, "\u73b0\u5728\u6211\u4eec\u5df2\u7ecf\u6784\u5efa\u4e86\u6a21\u578b\u548c\u4f18\u5316\u5668": 250, "\u6211\u4eec\u53ef\u4ee5\u4e86\u89e3\u5b83\u4eec\u5404\u81ea\u7684": 250, "\u5c5e\u6027\u4e2d\u4fdd\u5b58\u4e86\u4ec0\u4e48": 250, "\u8fd9\u4e9b\u4fe1\u606f\u5bf9\u4e8e\u5c06\u6765\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b\u548c\u4f18\u5316\u5668\u5f88\u6709\u7528": 250, "\u4f60\u5df2\u7ecf\u6210\u529f\u4f7f\u7528\u4e86": 250, "\u7ee7\u7eed\u4f60\u7684\u5b66\u4e60": 250, "\u4e2d\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b\u7528\u4e8e\u63a8\u7406": 250, "\u4e2d\u4fdd\u5b58\u548c\u52a0\u8f7d\u901a\u7528\u68c0\u67e5\u70b9": 250, "\u6a21\u578b\u80fd\u591f\u901a\u8fc7\u4f7f\u7528\u68af\u5ea6\u4e0b\u964d\u6765\u63d0\u9ad8\u5b83\u4eec\u7684\u7cbe\u5ea6": 251, "\u7b80\u800c\u8a00\u4e4b": 251, "\u68af\u5ea6\u4e0b\u964d\u662f\u901a\u8fc7\u8c03\u6574\u6a21\u578b\u4e2d\u7684\u6743\u91cd\u548c\u504f\u7f6e\u6765\u6700\u5c0f\u5316\u635f\u5931": 251, "\u6216\u8bef\u5dee": 251, "\u7684\u8fc7\u7a0b": 251, "\u662fpytorch\u7684\u4e2d\u5fc3\u7c7b": 251, "\u5f53\u4f60\u521b\u5efa\u4e00\u4e2a\u5f20\u91cf\u65f6": 251, "\u5982\u679c\u5c06\u5176\u5c5e\u6027": 251, "\u8be5\u5bf9\u8c61\u4f1a\u8ddf\u8e2a\u5bf9\u5b83\u7684\u6240\u6709\u64cd\u4f5c": 251, "\u8fd9\u53d1\u751f\u5728\u540e\u7eed\u7684\u53cd\u5411\u4f20\u64ad\u8fc7\u7a0b\u4e2d": 251, "\u8be5\u5f20\u91cf\u7684\u68af\u5ea6\u5c06\u7d2f\u79ef\u5230": 251, "\u6240\u6709\u68af\u5ea6\u7684\u7d2f\u79ef": 251, "\u6216\u6c42\u548c": 251, "\u662f\u5728\u5bf9\u635f\u5931\u5f20\u91cf\u8c03\u7528": 251, "\u65f6\u8ba1\u7b97\u7684": 251, "\u53ef\u80fd\u9700\u8981\u6e05\u96f6\u5f20\u91cf\u7684\u68af\u5ea6": 251, "\u5f53\u4f60\u5f00\u59cb\u8bad\u7ec3\u5faa\u73af\u65f6": 251, "\u4f60\u5e94\u8be5\u6e05\u96f6\u68af\u5ea6": 251, "\u4ee5\u4fbf\u6b63\u786e\u6267\u884c\u6b64\u8ddf\u8e2a": 251, "\u6211\u4eec\u5c06\u5b66\u4e60\u5982\u4f55\u4f7f\u7528pytorch\u5e93\u6e05\u96f6\u68af\u5ea6": 251, "\u6211\u4eec\u5c06\u901a\u8fc7\u5728pytorch\u5185\u7f6e\u7684": 251, "\u6570\u636e\u96c6\u4e0a\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u6765\u6f14\u793a\u5982\u4f55\u505a\u5230\u8fd9\u4e00\u70b9": 251, "\u7531\u4e8e\u6211\u4eec\u5c06\u5728\u672c\u6559\u7a0b\u4e2d\u8bad\u7ec3\u6570\u636e": 251, "\u5982\u679c\u4f60\u5728\u53ef\u8fd0\u884c\u7684\u7b14\u8bb0\u672c\u4e2d": 251, "\u6700\u597d\u5c06\u8fd0\u884c\u65f6\u5207\u6362\u5230gpu\u6216tpu": 251, "\u6211\u4eec\u9700\u8981\u5b89\u88c5\u5b83\u4eec": 251, "\u6b65\u9aa41\u52304\u8bbe\u7f6e\u4e86\u6211\u4eec\u7528\u4e8e\u8bad\u7ec3\u7684\u6570\u636e\u548c\u795e\u7ecf\u7f51\u7edc": 251, "\u6e05\u96f6\u68af\u5ea6\u7684\u8fc7\u7a0b\u53d1\u751f\u5728\u6b65\u9aa45": 251, "\u5982\u679c\u4f60\u5df2\u7ecf\u6784\u5efa\u4e86\u6570\u636e\u548c\u795e\u7ecf\u7f51\u7edc": 251, "\u53ef\u4ee5\u8df3\u8fc7\u524d\u56db\u6b65": 251, "\u76f4\u63a5\u8fdb\u5165\u7b2c5\u6b65": 251, "\u5b9a\u4e49\u635f\u5931\u51fd\u6570": 251, "\u6765\u8bbf\u95ee\u6570\u636e\u96c6": 251, "pytorch\u63d0\u4f9b\u4e86\u5404\u79cd\u5185\u7f6e\u6570\u636e\u96c6": 251, "\u8bf7\u53c2\u9605\u52a0\u8f7d\u6570\u636e\u6559\u7a0b": 251, "\u6211\u4eec\u5c06\u4f7f\u7528\u5377\u79ef\u795e\u7ecf\u7f51\u7edc": 251, "\u8bf7\u53c2\u9605\u5b9a\u4e49\u795e\u7ecf\u7f51\u7edc\u6559\u7a0b": 251, "\u8ba9\u6211\u4eec\u4f7f\u7528\u5206\u7c7b\u4ea4\u53c9\u71b5\u635f\u5931\u548c\u5e26\u52a8\u91cf\u7684sgd": 251, "\u6211\u4eec\u53ea\u9700\u8981\u904d\u5386\u6570\u636e\u8fed\u4ee3\u5668": 251, "\u5e76\u5c06\u8f93\u5165\u9988\u9001\u5230\u7f51\u7edc\u4e2d\u5e76\u4f18\u5316": 251, "\u5bf9\u4e8e\u6bcf\u4e2a\u6570\u636e\u5b9e\u4f53": 251, "\u6211\u4eec\u90fd\u4f1a\u6e05\u96f6\u68af\u5ea6": 251, "\u8fd9\u662f\u4e3a\u4e86\u786e\u4fdd\u5728\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u65f6": 251, "\u6211\u4eec\u4e0d\u4f1a\u8ddf\u8e2a\u4efb\u4f55\u4e0d\u5fc5\u8981\u7684\u4fe1\u606f": 251, "data\u662f\u4e00\u4e2a\u5305\u542b": 251, "\u7684\u5217\u8868": 251, "\u6e05\u96f6\u53c2\u6570\u68af\u5ea6": 251, "\u6bcf2000\u4e2a\u5c0f\u6279\u6b21\u6253\u5370\u4e00\u6b21": 251, "\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528": 251, "\u53ea\u8981\u4f60\u7684\u6240\u6709\u6a21\u578b\u53c2\u6570\u90fd\u5728\u8be5\u4f18\u5316\u5668\u4e2d": 251, "\u548c\u4f7f\u7528": 251, "\u662f\u4e00\u6837\u7684": 251, "\u8bf7\u6839\u636e\u5177\u4f53\u60c5\u51b5\u51b3\u5b9a\u4f7f\u7528\u54ea\u4e00\u79cd\u65b9\u5f0f": 251, "\u4f60\u5df2\u7ecf\u6210\u529f\u5730\u5728pytorch\u4e2d\u6e05\u96f6\u4e86\u68af\u5ea6": 251, "\u7ee7\u7eed\u4f60\u7684\u5b66\u4e60\u4e4b\u65c5": 251, "\u5728pytorch\u4e2d\u52a0\u8f7d\u6570\u636e": 251, "bite": 252, "\u4e0e\u5165\u95e8\u6559\u7a0b\u4e0d\u540c": 252, "\u6b64\u7cfb\u5217\u901a\u8fc7\u7b80\u6d01\u5b9e\u7528\u7684\u793a\u4f8b": 252, "\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528pytorch\u7684\u7279\u6027": 252, "\u6765\u51c6\u5907\u548c\u52a0\u8f7d\u5e38\u89c1\u7684\u6570\u636e\u96c6": 252, "\u5b66\u4e60\u5982\u4f55\u4f7f\u7528torch": 252, "\u4e3amnist\u6570\u636e\u96c6\u521b\u5efa\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc": 252, "\u5bf9\u8c61\u548c": 252, "\u5b57\u5178\u5728": 252, "\u4e2d\u4fdd\u5b58\u6216\u52a0\u8f7d\u6a21\u578b": 252, "\u5728pytorch\u4e2d\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b\u7528\u4e8e\u63a8\u7406\u7684\u4e24\u79cd\u65b9\u5f0f": 252, "state_dict\u548c\u5b8c\u6574\u6a21\u578b": 252, "\u4fdd\u5b58\u548c\u52a0\u8f7d\u4e00\u4e2a\u901a\u7528\u7684\u68c0\u67e5\u70b9\u6a21\u578b": 252, "\u53ef\u4ee5\u5e2e\u52a9\u60a8\u4ece\u4e0a\u6b21\u505c\u6b62\u7684\u5730\u65b9\u7ee7\u7eed\u63a8\u7406\u6216\u8bad\u7ec3": 252, "\u63a2\u7d22\u5982\u4f55\u4fdd\u5b58\u548c\u52a0\u8f7d\u591a\u4e2a\u68c0\u67e5\u70b9": 252, "\u5b66\u4e60\u4fdd\u5b58\u548c\u52a0\u8f7d\u591a\u4e2a\u6a21\u578b": 252, "\u6709\u52a9\u4e8e\u91cd\u7528\u60a8\u4e4b\u524d\u8bad\u7ec3\u8fc7\u7684\u6a21\u578b": 252, "\u4e86\u89e3\u5982\u4f55\u901a\u8fc7\u90e8\u5206\u52a0\u8f7d\u6a21\u578b\u6216\u52a0\u8f7d\u90e8\u5206\u6a21\u578b\u65b9\u5f0f\u6765\u70ed\u542f\u52a8\u8bad\u7ec3\u8fc7\u7a0b": 252, "\u8fd9\u53ef\u4ee5\u5e2e\u52a9\u60a8\u7684\u6a21\u578b\u6bd4\u4ece\u5934\u5f00\u59cb\u8bad\u7ec3\u6536\u655b\u5f97\u66f4\u5feb": 252, "\u8de8\u8bbe\u5907\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b": 252, "\u4e86\u89e3\u5982\u4f55\u4f7f\u7528pytorch\u5728\u4e0d\u540c\u8bbe\u5907": 252, "cpu\u548cgpu": 252, "\u4e4b\u95f4\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b": 252, "\u6e05\u96f6\u68af\u5ea6": 252, "\u4e86\u89e3\u4f55\u65f6\u5e94\u8be5\u6e05\u96f6\u68af\u5ea6": 252, "\u4ee5\u53ca\u8fd9\u6837\u505a\u5982\u4f55\u6709\u52a9\u4e8e\u63d0\u9ad8\u6a21\u578b\u7684\u7cbe\u5ea6": 252, "\u6a21\u5757\u6765\u6d4b\u91cf\u548c\u6bd4\u8f83\u4ee3\u7801\u6027\u80fd": 252, "\u5b66\u4e60\u5982\u4f55\u6d4b\u91cf\u4ee3\u7801\u7247\u6bb5\u7684\u8fd0\u884c\u65f6\u95f4\u548c\u6536\u96c6\u6307\u4ee4": 252, "\u6765\u6d4b\u91cf\u7b97\u5b50\u7684\u65f6\u95f4\u548c\u5185\u5b58\u6d88\u8017": 252, "itt": 252, "\u5b66\u4e60\u5982\u4f55\u4f7f\u7528\u652f\u6301": 252, "\u4e2d\u53ef\u89c6\u5316\u7b97\u5b50\u6807\u7b7e": 252, "\u540e\u7aef": 252, "\u4e2d\u63a8\u7406\u5f62\u72b6": 252, "\u8bbe\u5907\u6765\u63a8\u7406\u6a21\u578b\u4e2d\u7684\u5f62\u72b6": 252, "\u5b66\u4e60\u4ece\u68c0\u67e5\u70b9\u52a0\u8f7d": 252, "\u89c2\u5bdf": 252, "\u65e5\u5fd7": 252, "\u89c2\u5bdf\u7f16\u8bd1\u8fc7\u7a0b": [252, 257], "\u4e2d\u7528\u4e8e\u52a0\u8f7d": 252, "\u4e2d\u7684\u65b0\u6269\u5c55\u70b9": 252, "\u5e76\u53ef\u89c6\u5316\u5f52\u56e0\u7ed3\u679c": 252, "\u5982\u4f55\u5728": [252, 258], "\u5b66\u4e60\u5728": 252, "\u7684\u57fa\u672c\u7528\u6cd5": 252, "\u4ee5\u53ca\u5982\u4f55\u5728": 252, "\u4e2d\u53ef\u89c6\u5316\u6570\u636e": 252, "\u5bf9\u4e00\u4e2a\u7b80\u5355\u7684": 252, "\u6a21\u578b\u5e94\u7528\u52a8\u6001\u91cf\u5316": 252, "\u90e8\u7f72\u65f6\u4f7f\u7528": 252, "\u5b66\u4e60\u5982\u4f55\u5c06\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u5bfc\u51fa\u4e3a": 252, "\u6a21\u578b\u5e76\u8fdb\u884c\u63a8\u7406": [252, 258], "\u8fdb\u884c\u90e8\u7f72": 252, "\u5b66\u4e60\u5982\u4f55\u4f7f\u7528\u8f7b\u91cf\u7ea7": 252, "\u5feb\u901f\u4ece\u8bad\u7ec3\u597d\u7684": 252, "\u6a21\u578b\u642d\u5efa": 252, "\u79fb\u52a8\u7aef\u6027\u80fd\u4f18\u5316\u6280\u5de7": 252, "\u5728\u79fb\u52a8\u7aef": 252, "\u65f6\u7684\u4e00\u4e9b\u6027\u80fd\u4f18\u5316\u6280\u5de7": 252, "\u5236\u4f5c\u4f7f\u7528": 252, "\u9884\u7f16\u8bd1\u5e93\u7684": 252, "\u539f\u751f\u5e94\u7528": 252, "\u5b66\u4e60\u5982\u4f55\u4ece\u5934\u5f00\u59cb\u5236\u4f5c\u4f7f\u7528": 252, "\u5e26\u81ea\u5b9a\u4e49": 252, "\u7b97\u5b50": 252, "\u5e94\u7528": 252, "\u878d\u5408\u6a21\u5757\u6280\u5de7": 252, "\u5b66\u4e60\u5982\u4f55\u5728\u91cf\u5316\u4e4b\u524d\u5c06\u4e00\u7cfb\u5217": 252, "\u6a21\u5757\u878d\u5408\u4e3a\u5355\u4e2a\u6a21\u5757": 252, "\u4ee5\u51cf\u5c0f\u6a21\u578b\u5927\u5c0f": 252, "\u79fb\u52a8\u7aef\u91cf\u5316\u6280\u5de7": 252, "\u5b66\u4e60\u5982\u4f55\u5728\u4e0d\u592a\u635f\u5931\u7cbe\u5ea6\u7684\u60c5\u51b5\u4e0b\u51cf\u5c0f\u6a21\u578b\u5927\u5c0f\u5e76\u52a0\u5feb\u8fd0\u884c\u901f\u5ea6": 252, "\u4e3a\u79fb\u52a8\u7aef\u811a\u672c\u5316\u548c\u4f18\u5316": 252, "\u5b66\u4e60\u5982\u4f55\u5c06\u6a21\u578b\u8f6c\u6362\u4e3a": 252, "\u4e3a\u79fb\u52a8\u5e94\u7528\u4f18\u5316": 252, "\u7aef\u6a21\u578b\u51c6\u5907\u6280\u5de7": 252, "\u5b66\u4e60\u5982\u4f55\u5c06\u6a21\u578b\u6dfb\u52a0\u5230": 252, "\u9879\u76ee\u4e2d": 252, "\u4e0a\u7684\u79fb\u52a8\u7aef\u89e3\u91ca\u5668\u5de5\u4f5c\u6d41\u7a0b": 252, "\u5b66\u4e60\u5982\u4f55\u5728": 252, "\u8bbe\u5907\u4e0a\u4f7f\u7528\u79fb\u52a8\u7aef\u89e3\u91ca\u5668": 252, "\u5206\u6790\u57fa\u4e8e": 252, "\u7684\u5de5\u4f5c\u8d1f\u8f7d": 252, "\u4e0a\u51cf\u5c11\u8fd0\u884c\u65f6\u95f4\u5e76\u8282\u7701\u5185\u5b58": 252, "\u6027\u80fd\u4f18\u5316\u6307\u5357": 252, "\u5b9e\u73b0\u6700\u4f73\u6027\u80fd\u7684\u6280\u5de7": 252, "\u5904\u7406\u5668\u4e0a\u4f18\u5316": 252, "\u63a8\u7406\u6027\u80fd": 252, "\u4e0a\u5b9e\u73b0\u6700\u4f73\u63a8\u7406\u6027\u80fd\u7684\u6280\u5de7": 252, "\u5229\u7528": 252, "\u9ad8\u7ea7\u77e9\u9635\u6269\u5c55": 252, "\u5b66\u4e60\u5982\u4f55\u5229\u7528": 252, "\u7f16\u8bd1\u4f18\u5316\u5668": [252, 256], "\u52a0\u901f\u4f18\u5316\u5668": 252, "\u4f7f\u7528\u5b66\u4e60\u7387\u8c03\u5ea6\u5668\u8fd0\u884c\u7f16\u8bd1\u540e\u7684\u4f18\u5316\u5668": 252, "\u4f18\u5316\u5668\u52a0\u901f\u8bad\u7ec3": 252, "\u4e2d\u4f7f\u7528\u7528\u6237\u5b9a\u4e49\u7684": 252, "\u4e2d\u4f7f\u7528\u7528\u6237\u5b9a\u4e49\u7684\u5185\u6838": 252, "\u4e86\u89e3\u5982\u4f55\u4f7f\u7528\u533a\u57df\u7f16\u8bd1\u6765\u63a7\u5236\u51b7\u542f\u52a8\u7f16\u8bd1\u65f6\u95f4": 252, "\u8f7b\u677e\u91cf\u5316": 252, "\u5165\u95e8": 252, "\u5206\u7247\u4f18\u5316\u5668\u72b6\u6001": [252, 260], "\u51cf\u5c11\u5185\u5b58\u6d88\u8017": 252, "\u5b9e\u73b0\u76f4\u63a5\u8bbe\u5907\u95f4\u901a\u4fe1": 252, "\u5982\u4f55\u4f7f\u7528\u652f\u6301\u76f4\u63a5": 252, "\u901a\u4fe1\u7684": 252, "\u7684\u5206\u5e03\u5f0f\u4f18\u5316\u5668": 252, "\u5982\u4f55\u4e3a\u5206\u5e03\u5f0f\u4f18\u5316\u5668\u542f\u7528": 252, "\u5206\u5e03\u5f0f\u68c0\u67e5\u70b9": 252, "dcp": 252, "\u5b66\u4e60\u5982\u4f55\u4f7f\u7528\u5206\u5e03\u5f0f\u68c0\u67e5\u70b9\u5305\u68c0\u67e5\u70b9\u5206\u5e03\u5f0f\u6a21\u578b": 252, "diffus": 252, "\u6a21\u578b\u90e8\u7f72\u4e3a": 252, "vertex": 252, "\u7aef\u70b9": 252, "\u4e2d\u90e8\u7f72\u6a21\u578b": 252, "animesh": 253, "jain": 253, "\u968f\u7740\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u53d8\u5f97\u8d8a\u6765\u8d8a\u5927": 253, "\u8fd9\u4e9b\u6a21\u578b\u7684\u7f16\u8bd1\u65f6\u95f4\u4e5f\u4f1a\u589e\u52a0": 253, "\u8fd9\u79cd\u5ef6\u957f\u7684\u7f16\u8bd1\u65f6\u95f4\u53ef\u80fd\u4f1a\u589e\u52a0": 253, "\u63a8\u7406\u670d\u52a1\u7684\u542f\u52a8\u65f6\u95f4\u6216\u5927\u89c4\u6a21\u8bad\u7ec3\u4e2d\u7684\u8d44\u6e90\u6d6a\u8d39": 253, "\u672c\u6559\u7a0b\u5c55\u793a\u4e86\u4e00\u4e2a\u901a\u8fc7\u9009\u62e9\u7f16\u8bd1\u6a21\u578b\u7684\u91cd\u590d\u533a\u57df": 253, "\u800c\u4e0d\u662f\u6574\u4e2a\u6a21\u578b\u6765\u51cf\u5c11\u51b7\u542f\u52a8\u7f16\u8bd1\u65f6\u95f4\u7684\u793a\u4f8b": 253, "\u9700\u8981\u5148\u5b89\u88c5": 253, "\u6b64\u529f\u80fd\u4ece": 253, "\u7248\u672c\u5f00\u59cb\u53ef\u7528": 253, "\u5982\u679c\u60a8\u4f7f\u7528\u7684\u662f": 253, "\u7248\u672c": 253, "\u53ef\u4ee5\u542f\u7528\u914d\u7f6e\u6807\u5fd7": 253, "inline_inbuilt_nn_modul": 253, "\u4ee5\u9632\u6b62\u533a\u57df\u7f16\u8bd1\u671f\u95f4\u7684\u91cd\u65b0\u7f16\u8bd1": 253, "\u7248\u672c\u4e2d": 253, "\u6b64\u6807\u5fd7\u9ed8\u8ba4\u542f\u7528": 253, "perf_count": 253, "\u6211\u4eec\u5c06\u9075\u5faa\u4ee5\u4e0b\u6b65\u9aa4": 253, "\u5bfc\u5165\u6240\u6709\u5fc5\u8981\u7684\u5e93": 253, "\u5b9a\u4e49\u5e76\u521d\u59cb\u5316\u4e00\u4e2a\u5177\u6709\u91cd\u590d\u533a\u57df\u7684\u795e\u7ecf\u7f51\u7edc": 253, "\u7406\u89e3\u5b8c\u6574\u6a21\u578b\u548c\u533a\u57df\u7f16\u8bd1\u4e4b\u95f4\u7684\u533a\u522b": 253, "\u6d4b\u91cf\u5b8c\u6574\u6a21\u578b\u548c\u533a\u57df\u7f16\u8bd1\u7684\u7f16\u8bd1\u65f6\u95f4": 253, "\u8ba9\u6211\u4eec\u5bfc\u5165\u52a0\u8f7d\u6570\u636e\u6240\u9700\u7684\u5e93": 253, "\u8ba9\u6211\u4eec\u5b9a\u4e49\u5e76\u521d\u59cb\u5316\u4e00\u4e2a\u5177\u6709\u91cd\u590d\u533a\u57df\u7684\u795e\u7ecf\u7f51\u7edc": 253, "\u795e\u7ecf\u7f51\u7edc\u7531\u91cd\u590d\u7684\u5c42\u7ec4\u6210": 253, "\u4e00\u4e2a\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7531\u8bb8\u591a": 253, "\u5757\u7ec4\u6210": 253, "\u7c7b\u521b\u5efa\u4e00\u4e2a": 253, "\u4f5c\u4e3a\u91cd\u590d\u533a\u57df\u7684\u4ee3\u7406": 253, "\u6211\u4eec\u5c06\u521b\u5efa\u4e00\u4e2a\u7531": 253, "\u7c7b\u5b9e\u4f8b\u7ec4\u6210\u7684": 253, "relu1": 253, "relu2": 253, "apply_regional_compil": 253, "\u4ec5\u5bf9\u91cd\u590d\u7684\u5c42\u5e94\u7528\u7f16\u8bd1": 253, "\u5728\u533a\u57df\u7f16\u8bd1\u4e2d": 253, "\u4e0d\u5728": 253, "\u7684\u8303\u56f4\u5185": 253, "\u8ba9\u6211\u4eec\u56de\u987e\u4e00\u4e0b\u5b8c\u6574\u6a21\u578b\u548c\u533a\u57df\u7f16\u8bd1\u4e4b\u95f4\u7684\u533a\u522b": 253, "\u5728\u5b8c\u6574\u6a21\u578b\u7f16\u8bd1\u4e2d": 253, "\u6574\u4e2a\u6a21\u578b\u4f5c\u4e3a\u4e00\u4e2a\u6574\u4f53\u8fdb\u884c\u7f16\u8bd1": 253, "\u8fd9\u662f\u5927\u591a\u6570\u7528\u6237\u4f7f\u7528": 253, "\u7684\u5e38\u89c1\u65b9\u6cd5": 253, "\u5e94\u7528\u4e8e": 253, "\u8fd9\u5c06\u6709\u6548\u5730\u5185\u8054": 253, "\u5927\u7684\u56fe\u8fdb\u884c\u7f16\u8bd1": 253, "\u60a8\u53ef\u4ee5\u901a\u8fc7\u8fd0\u884c\u6b64\u6559\u7a0b\u5e76\u8bbe\u7f6e": 253, "graph_cod": 253, "\u6765\u67e5\u770b\u5b8c\u6574\u7684\u56fe": 253, "full_compiled_model": 253, "\u533a\u57df\u7f16\u8bd1\u5bf9\u6a21\u578b\u7684\u67d0\u4e2a\u533a\u57df\u8fdb\u884c\u7f16\u8bd1": 253, "\u901a\u8fc7\u6218\u7565\u6027\u5730\u9009\u62e9\u7f16\u8bd1\u6a21\u578b\u7684\u91cd\u590d\u533a\u57df": 253, "\u6211\u4eec\u53ef\u4ee5\u7f16\u8bd1\u4e00\u4e2a\u5c0f\u5f97\u591a\u7684\u56fe": 253, "\u7136\u540e\u5c06\u7f16\u8bd1\u540e\u7684\u56fe\u7528\u4e8e\u6240\u6709\u533a\u57df": 253, "\u4ec5\u5e94\u7528\u4e8e": 253, "\u800c\u4e0d\u662f\u6574\u4e2a\u6a21\u578b": 253, "regional_compiled_model": 253, "\u5c06\u7f16\u8bd1\u5e94\u7528\u4e8e\u91cd\u590d\u533a\u57df\u800c\u4e0d\u662f\u6574\u4e2a\u6a21\u578b": 253, "\u53ef\u4ee5\u5927\u5927\u8282\u7701\u7f16\u8bd1\u65f6\u95f4": 253, "\u6211\u4eec\u5c06\u53ea\u7f16\u8bd1\u4e00\u4e2a\u5c42\u5b9e\u4f8b": 253, "\u7136\u540e\u5728": 253, "\u5bf9\u8c61\u4e2d\u91cd\u590d\u4f7f\u7528": 253, "\u5bf9\u4e8e\u91cd\u590d\u533a\u57df": 253, "\u6a21\u578b\u7684\u67d0\u4e9b\u90e8\u5206\u53ef\u80fd\u4e0d\u4f1a\u88ab\u7f16\u8bd1": 253, "\u4e0d\u5728\u533a\u57df\u7f16\u8bd1\u7684\u8303\u56f4\u5185": 253, "\u8fd8\u8981\u6ce8\u610f": 253, "\u6027\u80fd\u63d0\u5347\u548c\u7f16\u8bd1\u65f6\u95f4\u4e4b\u95f4\u5b58\u5728\u6743\u8861": 253, "\u5b8c\u6574\u6a21\u578b\u7f16\u8bd1\u6d89\u53ca\u66f4\u5927\u7684\u56fe": 253, "\u5e76\u4e14\u7406\u8bba\u4e0a\u63d0\u4f9b\u4e86\u66f4\u591a\u7684\u4f18\u5316\u7a7a\u95f4": 253, "\u51fa\u4e8e\u5b9e\u9645\u76ee\u7684": 253, "\u5e76\u4e14\u6839\u636e\u6a21\u578b\u7684\u4e0d\u540c": 253, "\u6211\u4eec\u89c2\u5bdf\u5230\u5b8c\u6574\u6a21\u578b\u548c\u533a\u57df\u7f16\u8bd1\u4e4b\u95f4\u7684\u901f\u5ea6\u63d0\u5347\u5dee\u5f02\u5f88\u5c0f\u7684\u60c5\u51b5\u5f88\u591a": 253, "\u8ba9\u6211\u4eec\u6d4b\u91cf\u5b8c\u6574\u6a21\u578b\u548c\u533a\u57df\u7f16\u8bd1\u7684\u7f16\u8bd1\u65f6\u95f4": 253, "\u7f16\u8bd1\u5668": [253, 258], "\u8fd9\u610f\u5473\u7740\u5b83\u5728\u7b2c\u4e00\u6b21\u8c03\u7528\u65f6\u8fdb\u884c\u7f16\u8bd1": 253, "\u5728\u4e0b\u9762\u7684\u4ee3\u7801\u4e2d": 253, "\u6211\u4eec\u6d4b\u91cf\u7b2c\u4e00\u6b21\u8c03\u7528\u6240\u82b1\u8d39\u7684\u603b\u65f6\u95f4": 253, "\u867d\u7136\u8fd9\u79cd\u65b9\u6cd5\u4e0d\u7cbe\u786e": 253, "\u4f46\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5f88\u597d\u7684\u4f30\u8ba1": 253, "\u56e0\u4e3a\u5927\u90e8\u5206\u65f6\u95f4\u90fd\u82b1\u5728\u7f16\u8bd1\u4e0a": 253, "measure_lat": 253, "\u91cd\u7f6e\u7f16\u8bd1\u5668\u7f13\u5b58\u4ee5\u786e\u4fdd\u4e0d\u540c\u8fd0\u884c\u4e4b\u95f4\u6ca1\u6709\u91cd\u7528": 253, "fresh_inductor_cach": 253, "full_model_compilation_lat": 253, "regional_compilation_lat": 253, "\u672c\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728\u6a21\u578b\u5177\u6709\u91cd\u590d\u533a\u57df\u65f6\u63a7\u5236\u51b7\u542f\u52a8\u7f16\u8bd1\u65f6\u95f4": 253, "\u8fd9\u79cd\u65b9\u6cd5\u9700\u8981\u7528\u6237\u4fee\u6539\u4ee5\u5c06": 253, "\u91cd\u590d\u533a\u57df": 253, "\u800c\u4e0d\u662f\u66f4\u5e38\u7528\u7684\u5168\u6a21\u578b\u7f16\u8bd1": 253, "\u6211\u4eec\u6b63\u5728\u4e0d\u65ad\u52aa\u529b\u51cf\u5c11\u51b7\u542f\u52a8\u7f16\u8bd1\u65f6\u95f4": 253, "regional_compil": 253, "tracerwarn": 254, "_0": 254, "WITH": 254, "encoder_input": 254, "decoder_input1": 254, "decoder_input2": 254, "decoder_input3": 254, "scripted_encod": 254, "scripted_decod": 254, "optimized_torchscript_model": 254, "hoist": 254, "blocklist": 254, "\u4e3a\u4e86\u66f4\u597d\u5730\u4e0e": 255, "\u534f\u4f5c": 255, "\u6269\u5c55\u5b9e\u73b0\u4e86\u4e00\u4e2a\u540d\u4e3a": 255, "\u7684\u540e\u7aef": 255, "\u5b83\u65e8\u5728\u63d0\u9ad8": 255, "\u5e73\u53f0\u4e0a\u7684\u786c\u4ef6\u8d44\u6e90\u4f7f\u7528\u6548\u7387": 255, "\u4ece\u800c\u83b7\u5f97\u66f4\u597d\u7684\u6027\u80fd": 255, "\u540e\u7aef\u662f\u901a\u8fc7": 255, "\u6269\u5c55\u4e2d\u8fdb\u4e00\u6b65\u7684\u5b9a\u5236\u8bbe\u8ba1\u6765\u5b9e\u73b0\u6a21\u578b\u7f16\u8bd1\u7684": 255, "\u67e5\u770b\u4e0b\u9762\u7684\u793a\u4f8b": 255, "\u4e86\u89e3\u5982\u4f55\u5c06": 255, "\u540e\u7aef\u4e0e": 255, "\u8fdb\u884c": 255, "\u6570\u636e\u7c7b\u578b\u7684\u6a21\u578b\u8bad\u7ec3": 255, "\u4ee3\u7801\u4fee\u6539": 255, "\u53ef\u9009\u62e9\u8c03\u7528\u4ee5\u4e0b": 255, "\u5e94\u7528\u524d\u7aef\u4f18\u5316": 255, "compile_model": 255, "\u6570\u636e\u7c7b\u578b\u7684\u6a21\u578b\u63a8\u7406": 255, "resnet50_weight": 255, "weights_prepack": 255, "oguz": 256, "ulgen": 256, "\u7528\u6237\u81ea\u5b9a\u4e49\u7684": 256, "\u5185\u6838\u53ef\u7528\u4e8e\u4f18\u5316\u6a21\u578b\u8ba1\u7b97\u7684\u7279\u5b9a\u90e8\u5206": 256, "\u8fd9\u4e9b\u5185\u6838\u662f\u7528": 256, "\u8bed\u8a00\u7f16\u5199\u7684": 256, "\u65e8\u5728\u66f4\u5bb9\u6613\u5b9e\u73b0\u786c\u4ef6\u7684\u5cf0\u503c\u6027\u80fd": 256, "\u901a\u8fc7\u5728": 256, "\u4e2d\u4f7f\u7528\u7528\u6237\u81ea\u5b9a\u4e49\u7684": 256, "\u60a8\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u4f18\u5316\u8fc7\u7684\u8ba1\u7b97\u96c6\u6210\u5230": 256, "\u6a21\u578b\u4e2d": 256, "\u4ece\u800c\u53ef\u80fd\u83b7\u5f97\u663e\u8457\u7684\u6027\u80fd\u63d0\u5347": 256, "\u672c\u6559\u7a0b\u6f14\u793a\u4e86\u5982\u4f55\u5728": 256, "\u5728\u5f00\u59cb\u672c\u6559\u7a0b\u4e4b\u524d": 256, "\u8bf7\u786e\u4fdd\u60a8\u5177\u5907\u4ee5\u4e0b\u6761\u4ef6": 256, "\u6709\u57fa\u672c\u7684\u4e86\u89e3": 256, "\u8bed\u8a00\u6587\u6863": 256, "_triton": 256, "has_triton": 256, "\u5728\u6b64\u793a\u4f8b\u4e2d": 256, "\u6211\u4eec\u5c06\u4f7f\u7528\u6765\u81ea": 256, "\u6587\u6863\u7684\u4e00\u4e2a\u7b80\u5355\u5411\u91cf\u52a0\u6cd5\u5185\u6838\u4e0e": 256, "\u7531\u4e8e\u6b64\u8bbe\u5907\u4e0d\u652f\u6301": 256, "\u56e0\u6b64\u8df3\u8fc7": 256, "add_kernel": 256, "out_ptr": 256, "n_element": 256, "block_siz": 256, "constexpr": 256, "pid": 256, "program_id": 256, "block_start": 256, "add_fn": 256, "cdiv": 256, "\u5411\u91cf\u52a0\u6cd5": 256, "nx": 256, "ny": 256, "n\u7ed3\u679c\u4e3a": 256, "\u7684\u81ea\u52a8\u8c03\u4f18\u529f\u80fd\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u5de5\u5177": 256, "\u53ef\u81ea\u52a8\u4f18\u5316": 256, "\u5185\u6838\u7684\u914d\u7f6e\u53c2\u6570": 256, "\u5b83\u63a2\u7d22\u4e00\u7cfb\u5217\u53ef\u80fd\u7684\u914d\u7f6e": 256, "\u5e76\u9009\u62e9\u4e3a\u60a8\u7684\u7279\u5b9a\u7528\u4f8b\u63d0\u4f9b\u6700\u4f73\u6027\u80fd\u7684\u914d\u7f6e": 256, "\u4e00\u8d77\u4f7f\u7528\u65f6": 256, "\u53ef\u4ee5\u5e2e\u52a9\u786e\u4fdd\u60a8\u7684": 256, "\u6a21\u578b\u4ee5\u6700\u9ad8\u6548\u7684\u65b9\u5f0f\u8fd0\u884c": 256, "\u4e0b\u9762\u662f\u4f7f\u7528": 256, "\u4ec5\u652f\u6301": 256, "\u7684\u914d\u7f6e\u548c\u5173\u952e\u53c2\u6570": 256, "num_stag": 256, "num_warp": 256, "add_kernel_autotun": 256, "\u4e2d\u5bf9\u7528\u6237\u81ea\u5b9a\u4e49": 256, "\u5185\u6838\u7684\u652f\u6301\u5305\u62ec\u52a8\u6001\u5f62\u72b6": 256, "\u60a8\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u529f\u80fd\u7ec4\u5408\u5728\u4e00\u8d77\u6784\u5efa\u590d\u6742\u7684\u9ad8\u6027\u80fd\u6a21\u578b": 256, "\u4e5f\u9700\u8981\u6ce8\u610f\u4e00\u4e9b\u9650\u5236": 256, "\u76ee\u524d\u4e0d\u652f\u6301\u5f20\u91cf\u5b50\u7c7b\u548c\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd": 256, "\u53ef\u4ee5\u5355\u72ec\u4f7f\u7528\u6216\u5728": 256, "\u4e4b\u524d\u4f7f\u7528": 256, "\u4f46\u4e0d\u80fd\u5728": 256, "\u4e4b\u540e\u4f7f\u7528": 256, "\u8fd9\u610f\u5473\u7740\u5982\u679c\u8981\u4e00\u8d77\u4f7f\u7528": 256, "\u5219\u5fc5\u987b\u5148\u4f7f\u7528": 256, "\u6211\u4eec\u63a2\u8ba8\u4e86\u5982\u4f55\u5728": 256, "\u6211\u4eec\u6df1\u5165\u7814\u7a76\u4e86\u4f7f\u7528\u7b80\u5355\u5411\u91cf\u52a0\u6cd5\u5185\u6838\u7684\u57fa\u672c\u7528\u6cd5": 256, "\u4ee5\u53ca\u6d89\u53ca": 256, "\u81ea\u52a8\u8c03\u4f18\u529f\u80fd\u7684\u9ad8\u7ea7\u7528\u6cd5": 256, "\u6211\u4eec\u8fd8\u8ba8\u8bba\u4e86\u7528\u6237\u81ea\u5b9a\u4e49": 256, "\u5185\u6838\u4e0e\u5176\u4ed6": 256, "\u529f\u80fd\u7684\u53ef\u7ec4\u5408\u6027": 256, "\u5e76\u5f3a\u8c03\u4e86\u4e00\u4e9b\u5f53\u524d\u7684\u9650\u5236": 256, "\u4f7f\u7528\u7f29\u653e\u70b9\u79ef\u6ce8\u610f\u529b\u5b9e\u73b0\u9ad8\u6027\u80fd": 256, "torch_compile_user_defined_triton_kernel_tutori": 256, "\u672c\u6559\u7a0b\u4ecb\u7ecd\u4e86": 257, "\u73af\u5883\u53d8\u91cf\u4ee5\u53ca": 257, "\u5e76\u6f14\u793a\u4e86\u5982\u4f55\u5c06\u5176\u5e94\u7528\u4e8e\u89c2\u5bdf": 257, "\u7684\u5404\u4e2a\u9636\u6bb5": 257, "\u6211\u4eec\u5c06\u8bbe\u7f6e\u4e00\u4e2a\u7b80\u5355\u7684": 257, "\u6267\u884c\u5143\u7d20\u7ea7\u52a0\u6cd5": 257, "\u8fd8\u6709\u4e00\u4e2a\u73af\u5883\u53d8\u91cf": 257, "\u53ef\u7528\u4e8e\u5728\u547d\u4ee4\u884c\u4e2d\u66f4\u6539\u65e5\u5fd7\u8bbe\u7f6e": 257, "\u6bcf\u4e2a\u793a\u4f8b\u90fd\u663e\u793a\u4e86\u7b49\u6548\u7684\u73af\u5883\u53d8\u91cf\u8bbe\u7f6e": 257, "\u5982\u679c\u8bbe\u5907\u4e0d\u652f\u6301": 257, "\u8df3\u8fc7": 257, "\u56e0\u4e3a\u6b64\u8bbe\u5907\u4e0d\u652f\u6301": 257, "\u5728\u6bcf\u4e2a\u793a\u4f8b\u4e4b\u95f4\u6253\u5370\u5206\u9694\u7b26\u5e76\u91cd\u7f6e": 257, "\u8ddf\u8e2a": 257, "\u8ddf\u8e2a\u7684\u56fe\u5f62": 257, "\u67e5\u770b\u8ddf\u8e2a\u7684\u56fe\u5f62": 257, "\u878d\u5408\u51b3\u7b56": 257, "\u67e5\u770b\u878d\u5408\u51b3\u7b56": 257, "\u8f93\u51fa\u4ee3\u7801": 257, "\u751f\u6210\u7684\u8f93\u51fa\u4ee3\u7801": 257, "\u73af\u5883\u53d8\u91cf\u548c": 257, "\u5e76\u901a\u8fc7\u5b9e\u9a8c\u4e86\u4e00\u5c0f\u90e8\u5206\u53ef\u7528\u7684\u65e5\u5fd7\u9009\u9879": 257, "\u8981\u67e5\u770b\u6240\u6709\u53ef\u7528\u9009\u9879\u7684\u63cf\u8ff0": 257, "\u8bf7\u8fd0\u884c\u4efb\u4f55\u5bfc\u5165": 257, "\u60a8\u53ef\u4ee5\u67e5\u770b": 257, "\u4ee5\u67e5\u770b\u6240\u6709\u53ef\u7528\u65e5\u5fd7\u9009\u9879\u7684\u63cf\u8ff0": 257, "\u5982\u4f55\u5c06\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u5bfc\u51fa\u4e3a": 258, "\u5b89\u88c5\u8fd9\u4e09\u4e2a": 258, "\u7ec4\u4ef6\u7684\u8bf4\u660e\u53ef\u5728": 258, "\u7f16\u8bd1\u5668\u5219\u53d6\u51b3\u4e8e\u60a8\u7684\u5e73\u53f0": 258, "\u7684\u4e2d\u95f4\u8868\u793a": 258, "\u53ef\u4ee5\u5728\u9ad8\u6027\u80fd\u73af\u5883": 258, "\u5b83\u662f": 258, "\u7684\u4e00\u4e2a\u9ad8\u6027\u80fd\u5b50\u96c6": 258, "\u65e8\u5728\u88ab": 258, "\u540e\u8005\u4f1a\u5bf9\u6a21\u578b\u7684\u8ba1\u7b97\u8fdb\u884c\u8fd0\u884c\u65f6\u4f18\u5316": 258, "\u662f\u4f7f\u7528": 258, "\u6a21\u578b\u8fdb\u884c\u5927\u89c4\u6a21\u63a8\u7406\u7684\u63a8\u8350\u6a21\u578b\u683c\u5f0f": 258, "\u6a21\u578b\u6559\u7a0b": 258, "\u5b8c\u6574\u7684": 258, "\u6587\u6863_": 258, "\u4f5c\u4e3a\u793a\u4f8b": 258, "\u8ba9\u6211\u4eec\u4f7f\u7528\u4e00\u4e2a\u9884\u8bad\u7ec3\u7684\u89c6\u89c9\u6a21\u578b": 258, "\u4e2d\u7684\u6240\u6709\u9884\u8bad\u7ec3\u6a21\u578b\u90fd\u4e0e": 258, "\u517c\u5bb9": 258, "\u53ef\u4ee5\u5728\u811a\u672c\u4e2d\u6216\u4ece": 258, "repl": 258, "r18": 258, "\u73b0\u5728\u6211\u4eec\u6709\u4e00\u4e2a\u9884\u8bad\u7ec3\u6a21\u578b\u7684\u5b9e\u4f8b": 258, "r18_script": 258, "\u5bfc\u51fa": 258, "\u5feb\u901f\u6d4b\u8bd5\u4e00\u4e0b": 258, "\u8ba9\u6211\u4eec\u5feb\u901f\u68c0\u67e5\u4e00\u4e0b\u4e24\u4e2a\u6a21\u578b\u7684\u7b49\u4ef7\u6027": 258, "unscripted_output": 258, "scripted_output": 258, "unscripted_top5": 258, "scripted_top5": 258, "\u4f1a\u770b\u5230\u4e24\u4e2a\u7248\u672c\u7684\u6a21\u578b\u7ed9\u51fa\u76f8\u540c\u7684\u7ed3\u679c": 258, "463": 258, "\u786e\u8ba4\u68c0\u67e5\u901a\u8fc7\u540e": 258, "\u7ee7\u7eed\u4fdd\u5b58\u6a21\u578b": 258, "\u521b\u5efa\u4ee5\u4e0b": 258, "\u5e76\u5c06\u5176\u547d\u540d\u4e3a": 258, "ts": 258, "\u53cd\u5e8f\u5217\u5316": 258, "msg_without_backtrac": 258, "\u786e\u4fdd\u81ea\u52a8\u68af\u5ea6\u8ba1\u7b97\u5173\u95ed": 258, "\u5173\u95ed": 258, "\u548c\u5176\u4ed6\u8bad\u7ec3\u65f6\u5c42": 258, "\u521b\u5efa\u4e00\u4e2a\u8f93\u5165": 258, "\u6267\u884c\u6a21\u578b\u5e76\u5c06\u8f93\u51fa\u6253\u5305\u4e3a\u5f20\u91cf": 258, "output_sm": 258, "softmaxfuncopt": 258, "top5_tensor": 258, "ndone": 258, "\u7a0b\u5e8f\u6b65\u9aa4": 258, "\u52a0\u8f7d\u60a8\u5728\u547d\u4ee4\u884c\u4e0a\u6307\u5b9a\u7684\u6a21\u578b": 258, "\u521b\u5efa\u4e00\u4e2a\u865a\u62df\u7684": 258, "\u8f93\u5165\u5f20\u91cf": 258, "\u5bf9\u8f93\u5165\u6267\u884c\u63a8\u7406": 258, "\u8bf7\u6ce8\u610f\u8fd9\u6bb5\u4ee3\u7801\u4e2d\u6ca1\u6709\u4f9d\u8d56": 258, "\u4fdd\u5b58\u7684": 258, "\u6a21\u578b\u5305\u542b\u60a8\u7684\u5b66\u4e60\u6743\u91cd\u548c\u60a8\u7684\u8ba1\u7b97\u56fe": 258, "\u6784\u5efa\u7a0b\u5e8f": 258, "\u4e2d\u8fd0\u884c\u63a8\u7406": 258, "\u5e76\u9a8c\u8bc1\u6211\u4eec\u5f97\u5230\u7ed3\u679c": 258, "418": 258, "845": 258, "644": 258, "cpulongtyp": 258, "\u67e5\u770b\u5b89\u88c5\u8bf4\u660e\u548c\u66f4\u591a\u6587\u6863\u548c\u6559\u7a0b": 258, "\u8fdb\u4e00\u6b65\u4e86\u89e3": 258, "\u67e5\u770b\u5b8c\u6574\u7684": 258, "\u8bed\u8a00\u548c": 258, "\u90e8\u7f72\u5927\u578b\u6a21\u578b": 259, "\u53ef\u80fd\u5177\u6709\u6311\u6218\u6027\u4e14\u8017\u65f6": 259, "\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u901a\u8fc7\u5229\u7528": 259, "\u6765\u7b80\u5316": 259, "\u6a21\u578b\u7684\u90e8\u7f72\u8fc7\u7a0b": 259, "\u4e0a\u4f7f\u7528\u7684\u6846\u67b6": 259, "\u662f\u4e00\u4e2a\u5168\u6258\u7ba1\u7684\u673a\u5668\u5b66\u4e60\u5e73\u53f0": 259, "\u63d0\u4f9b\u5de5\u5177\u548c\u57fa\u7840\u8bbe\u65bd": 259, "\u65e8\u5728\u5e2e\u52a9": 259, "\u4ece\u4e1a\u8005\u52a0\u901f\u548c\u6269\u5c55\u751f\u4ea7\u4e2d\u7684": 259, "\u540c\u65f6\u53d7\u76ca\u4e8e": 259, "\u7b49\u5f00\u6e90\u6846\u67b6": 259, "\u60a8\u53ef\u4ee5\u901a\u8fc7\u56db\u4e2a\u6b65\u9aa4\u90e8\u7f72": 259, "\u7aef\u70b9\u4e0a\u90e8\u7f72": 259, "\u6a21\u578b\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u56db\u4e2a\u6b65\u9aa4\u5b8c\u6210": 259, "\u8ba9\u6211\u4eec\u8be6\u7ec6\u770b\u770b\u6bcf\u4e2a\u6b65\u9aa4": 259, "\u6765\u8ddf\u968f\u5e76\u5b9e\u65bd\u8fd9\u4e9b\u6b65\u9aa4": 259, "\u8bf7\u8bb0\u4f4f": 259, "\u6b64\u6559\u7a0b\u9700\u8981\u4e00\u4e2a\u8ba1\u8d39\u7684": 259, "\u793a\u4f8b\u4e2d\u66f4\u8be6\u7ec6\u5730\u89e3\u91ca\u7684\u90a3\u6837": 259, "\u662f\u4e00\u4e2a\u7b80\u5355\u7075\u6d3b\u7684": 259, "\u6a21\u578b\u670d\u52a1\u5de5\u5177": 259, "\u90e8\u7f72\u5230": 259, "\u7684\u6a21\u578b\u4f7f\u7528": 259, "\u6765\u5904\u7406\u8bf7\u6c42\u5e76\u4ece\u6a21\u578b\u8fd4\u56de\u54cd\u5e94": 259, "\u60a8\u5fc5\u987b\u521b\u5efa\u4e00\u4e2a\u81ea\u5b9a\u4e49": 259, "\u4ee5\u5305\u542b\u5728\u4e0a\u4f20\u5230": 259, "\u7684\u6a21\u578b\u5de5\u4ef6\u4e2d": 259, "\u5c06\u5904\u7406\u7a0b\u5e8f\u6587\u4ef6\u5305\u542b\u5728\u4e0e\u5176\u4ed6\u6a21\u578b\u5de5\u4ef6\u76f8\u540c\u7684\u76ee\u5f55\u4e2d": 259, "model_artifact": 259, "\u521b\u5efa\u5904\u7406\u7a0b\u5e8f\u6587\u4ef6\u540e": 259, "\u60a8\u5fc5\u987b\u5c06\u5904\u7406\u7a0b\u5e8f\u6253\u5305\u4e3a\u6a21\u578b\u5f52\u6863": 259, "mar": 259, "\u8f93\u51fa\u6587\u4ef6\u5fc5\u987b\u547d\u540d\u4e3a": 259, "your_model_nam": 259, "\u5728\u8fd9\u4e00\u6b65\u4e2d": 259, "\u6a21\u578b\u5de5\u4ef6": 259, "\u4e0a\u4f20\u5230": 259, "\u4f8b\u5982\u6a21\u578b\u6587\u4ef6\u6216\u5904\u7406\u7a0b\u5e8f": 259, "\u5c06\u5de5\u4ef6\u5b58\u50a8\u5728": 259, "\u4e0a\u7684\u4f18\u52bf\u5728\u4e8e\u60a8\u53ef\u4ee5\u5728\u4e2d\u592e\u5b58\u50a8\u6876\u4e2d\u8ddf\u8e2a\u5de5\u4ef6": 259, "bucket_nam": 259, "bucket_uri": 259, "\u5c06\u5de5\u4ef6\u590d\u5236\u5230\u5b58\u50a8\u6876\u4e2d": 259, "gsutil": 259, "\u5b58\u50a8\u6876\u540e": 259, "\u60a8\u53ef\u4ee5\u5c06": 259, "\u6a21\u578b\u4e0a\u4f20\u5230": 259, "\u6a21\u578b\u6ce8\u518c\u8868": 259, "\u6a21\u578b\u6ce8\u518c\u8868\u4e2d": 259, "\u60a8\u53ef\u4ee5\u6982\u89c8\u60a8\u7684\u6a21\u578b": 259, "\u4ee5\u4fbf\u66f4\u597d\u5730\u7ec4\u7ec7": 259, "\u8ddf\u8e2a\u548c\u8bad\u7ec3\u65b0\u7248\u672c": 259, "\u548c\u8fd9\u4e2a": 259, "\u9884\u6784\u5efa\u7684": 259, "\u5bb9\u5668": 259, "aiplatform": 259, "vertexai": 259, "pytorch_prediction_image_uri": 259, "model_display_nam": 259, "stable_diffusion_1_5": 259, "model_descript": 259, "your_project": 259, "central1": 259, "staging_bucket": 259, "display_nam": 259, "serving_container_image_uri": 259, "artifact_uri": 259, "\u5c06\u6a21\u578b\u4e0a\u4f20\u5230": 259, "\u6a21\u578b\u6ce8\u518c\u8868\u540e": 259, "\u60a8\u53ef\u4ee5\u5c06\u5176\u90e8\u7f72\u5230": 259, "\u60a8\u53ef\u4ee5\u4f7f\u7528\u63a7\u5236\u53f0\u6216": 259, "\u5728\u6b64": 259, "\u793a\u4f8b\u4e2d": 259, "\u60a8\u5c06\u5728": 259, "tesla": 259, "p100": 259, "n1": 259, "\u673a\u5668\u4e0a\u90e8\u7f72\u6a21\u578b": 259, "\u6307\u5b9a\u60a8\u7684\u673a\u5668\u7c7b\u578b": 259, "endpoint_display_nam": 259, "deployed_model_display_nam": 259, "machine_typ": 259, "accelerator_typ": 259, "nvidia_tesla_p100": 259, "accelerator_count": 259, "traffic_percentag": 259, "deploy_request_timeout": 259, "\u5982\u679c\u60a8\u6309\u7167\u8fd9\u4e2a": 259, "\u60a8\u8fd8\u53ef\u4ee5\u4f7f\u7528": 259, "\u83b7\u53d6\u5728\u7ebf\u9884\u6d4b": 259, "\u5982\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u6240\u793a": 259, "examplepup": 259, "basebal": 259, "jersei": 259, "base64": 259, "b64decod": 259, "\u672c\u6559\u7a0b\u662f\u4f7f\u7528\u4f9b\u5e94\u5546\u6587\u6863\u521b\u5efa\u7684": 259, "\u8981\u53c2\u8003\u4f9b\u5e94\u5546\u7f51\u7ad9\u4e0a\u7684\u539f\u59cb\u6587\u6863": 259, "\u7684\u9ad8\u7ea7\u6982\u5ff5": 260, "\u5982\u4f55\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d\u4f7f\u7528": 260, "\u53ca\u5176\u5f71\u54cd": 260, "\u5206\u5e03\u5f0f\u6570\u636e\u5e76\u884c\u5165\u95e8": 260, "\u7684\u60f3\u6cd5\u6765\u81ea": 260, "deepspe": 260, "\u9879\u76ee": 260, "marian": 260, "\u5b83\u4eec\u5728\u5206\u5e03\u5f0f\u6570\u636e\u5e76\u884c\u8fdb\u7a0b\u4e2d": 260, "\u4ee5\u51cf\u5c11\u6bcf\u4e2a\u8fdb\u7a0b\u7684\u5185\u5b58\u5360\u7528": 260, "\u6559\u7a0b\u4e2d": 260, "\u6211\u4eec\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528": 260, "\u6765\u8bad\u7ec3\u6a21\u578b": 260, "\u5728\u8be5\u6559\u7a0b\u4e2d": 260, "\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u4fdd\u7559\u4e00\u4e2a\u4e13\u7528\u7684\u4f18\u5316\u5668\u526f\u672c": 260, "\u7531\u4e8eddp\u5df2\u7ecf\u5728\u53cd\u5411\u4f20\u64ad\u4e2d\u540c\u6b65\u4e86\u68af\u5ea6": 260, "\u6240\u6709\u4f18\u5316\u5668\u526f\u672c\u5728\u6bcf\u6b21\u8fed\u4ee3\u4e2d\u90fd\u5c06\u5bf9\u76f8\u540c\u7684\u53c2\u6570\u548c\u68af\u5ea6\u503c\u8fdb\u884c\u64cd\u4f5c": 260, "\u8fd9\u5c31\u662fddp\u4fdd\u6301\u6a21\u578b\u526f\u672c\u5904\u4e8e\u76f8\u540c\u72b6\u6001\u7684\u65b9\u5f0f": 260, "\u4f18\u5316\u5668\u8fd8\u4f1a\u7ef4\u62a4\u672c\u5730\u72b6\u6001": 260, "\u4f18\u5316\u5668\u4f7f\u7528\u6bcf\u4e2a\u53c2\u6570\u7684": 260, "exp_avg": 260, "exp_avg_sq": 260, "\u4f18\u5316\u5668\u7684\u5185\u5b58\u6d88\u8017\u81f3\u5c11\u662f\u6a21\u578b\u5927\u5c0f\u7684\u4e24\u500d": 260, "\u57fa\u4e8e\u8fd9\u4e2a\u89c2\u5bdf": 260, "\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5728ddp\u8fdb\u7a0b\u4e4b\u95f4\u5206\u7247": 260, "\u4f18\u5316\u5668\u72b6\u6001\u6765\u51cf\u5c11\u4f18\u5316\u5668\u7684\u5185\u5b58\u5360\u7528": 260, "\u4e0d\u662f\u4e3a\u6240\u6709\u53c2\u6570\u521b\u5efa\u6bcf\u4e2a\u53c2\u6570\u7684\u72b6\u6001": 260, "\u800c\u662f\u6bcf\u4e2addp\u8fdb\u7a0b\u4e2d\u7684\u4f18\u5316\u5668\u5b9e\u4f8b": 260, "\u53ea\u4fdd\u7559\u6240\u6709\u6a21\u578b\u53c2\u6570\u4e2d\u4e00\u4e2a\u5206\u7247\u7684\u4f18\u5316\u5668\u72b6\u6001": 260, "\u4f18\u5316\u5668\u7684": 260, "\u51fd\u6570\u53ea\u66f4\u65b0\u5176\u5206\u7247\u4e2d\u7684\u53c2\u6570": 260, "\u7136\u540e\u5c06\u66f4\u65b0\u540e\u7684\u53c2\u6570\u5e7f\u64ad\u5230\u6240\u6709\u5176\u4ed6\u5bf9\u7b49ddp\u8fdb\u7a0b": 260, "\u4ee5\u4fbf\u6240\u6709\u6a21\u578b\u526f\u672c\u4ecd\u7136\u5904\u4e8e\u76f8\u540c\u7684\u72b6\u6001": 260, "\u4ee5\u4e0b\u4ee3\u7801\u6f14\u793a\u4e86\u5982\u4f55\u4f7f\u7528": 260, "\u5927\u90e8\u5206\u4ee3\u7801\u4e0e": 260, "\u5206\u5e03\u5f0f\u6570\u636e\u5e76\u884c\u8bf4\u660e": 260, "\u4e2d\u7684\u7b80\u5355ddp\u793a\u4f8b\u76f8\u4f3c": 260, "\u4e3b\u8981\u533a\u522b\u5728\u4e8e": 260, "\u51fd\u6570\u4e2d\u7684": 260, "\u5b50\u53e5": 260, "\u5b83\u5305\u88c5\u4e86\u4f18\u5316\u5668\u6784\u9020": 260, "\u4f18\u5316\u5668\u4e4b\u95f4\u5207\u6362": 260, "print_peak_memori": 260, "use_zero": 260, "\u521b\u5efa\u9ed8\u8ba4\u8fdb\u7a0b\u7ec4": 260, "\u521b\u5efa\u672c\u5730\u6a21\u578b": 260, "\u521b\u5efa\u672c\u5730\u6a21\u578b\u540e\u7684\u6700\u5927\u5185\u5b58\u5206\u914d": 260, "\u6784\u5efaddp\u6a21\u578b": 260, "\u521b\u5efaddp\u540e\u7684\u6700\u5927\u5185\u5b58\u5206\u914d": 260, "\u5b9a\u4e49\u635f\u5931\u51fd\u6570\u548c\u4f18\u5316\u5668": 260, "optimizer_class": 260, "\u524d\u5411\u4f20\u64ad": 260, "\u66f4\u65b0\u53c2\u6570": 260, "\u4f18\u5316\u5668step": 260, "\u4e4b\u524d\u7684\u6700\u5927\u5185\u5b58\u5206\u914d": 260, "\u4e4b\u540e\u7684\u6700\u5927\u5185\u5b58\u5206\u914d": 260, "\u53c2\u6570\u603b\u548c\u4e3a": 260, "\u5f53\u4f7f\u7528": 260, "\u7684\u5cf0\u503c\u5185\u5b58\u6d88\u8017": 260, "\u662f\u666e\u901a": 260, "\u5185\u5b58\u6d88\u8017\u7684\u4e00\u534a": 260, "\u8fd9\u7b26\u5408\u6211\u4eec\u7684\u9884\u671f": 260, "\u56e0\u4e3a\u6211\u4eec\u5728\u4e24\u4e2a\u8fdb\u7a0b\u4e4b\u95f4\u5206\u7247\u4e86": 260, "\u4f18\u5316\u5668\u72b6\u6001": 260, "\u8f93\u51fa\u8fd8\u663e\u793a": 260, "\u6a21\u578b\u53c2\u6570\u5728\u4e00\u6b21\u8fed\u4ee3\u540e\u4ecd\u7136\u5f97\u5230\u76f8\u540c\u7684\u503c": 260, "\u4f7f\u7528\u548c\u4e0d\u4f7f\u7528": 260, "\u65f6\u53c2\u6570\u603b\u548c\u76f8\u540c": 260, "0mb": 260, "992": 260, "1361": 260, "3453": 260, "6123046875": 260, "pytorch_sphinx_them": [262, 269], "html_theme_opt": 262, "canonical_url": 262, "analytics_id": 262, "logo_onli": 262, "display_vers": 262, "prev_next_buttons_loc": 262, "style_external_link": 262, "vcs_pageview_mod": 262, "collapse_navig": 262, "sticky_navig": [262, 266], "navigation_depth": 262, "includehidden": 262, "titles_onli": 262, "canon": 262, "trail": 262, "slash": 262, "sidebar": [262, 268], "display_github": 262, "display_gitlab": 262, "gitlab": 262, "bitbucket": 262, "toctre": 262, "unlimit": 262, "github_url": 262, "bitbucket_url": 262, "gitlab_url": 262, "visitor": 262, "revert": 262, "misbuild": 262, "sticki": [262, 268], "nav": [262, 268], "django": 263, "payment": 263, "dotpai": 263, "dotpayprovid": 263, "seller_id": 263, "pl": 263, "gatewai": 263, "purchas": 263, "seller": 263, "data_item_1": 263, "data_item_2": 263, "data_item_3": 263, "lorem": [263, 265, 267], "ipsum": [263, 265, 267], "dolor": [263, 265, 267], "amet": [263, 265, 267], "consectetur": [263, 265, 267], "adipisc": [263, 265, 267], "fusc": [263, 267], "congu": [263, 267], "eu": [263, 267], "hendrerit": [263, 267], "matti": [263, 265], "emphasi": 264, "hyperlink": 264, "uri": 264, "anonym": 264, "exceedingli": 264, "ugli": 264, "autodoc": [264, 265], "test_py_modul": [264, 268], "2822": 264, "subscript": 264, "superscript": 264, "interfer": 264, "mmb": 264, "menuselect": 264, "whitespac": 264, "hyphen": 264, "restructuredtext": [264, 265], "literal_block": 264, "spaces_and_linebreak": 264, "markup_process": 264, "eric": 264, "orchestra": 264, "leader": 264, "philosoph": 264, "ipso": 264, "facto": 264, "ancient": 264, "sing": 264, "elk": 264, "brontosaurus": 264, "thicker": 264, "ann": 264, "begun": 264, "someurl": 264, "pane": 264, "shell_command": 264, "window_nam": 264, "session_nam": 264, "some_funct": 264, "THE": 264, "heaven": 264, "hexagram": 264, "unbroken": 264, "unrestrict": 264, "conceiv": 264, "men": 264, "deiti": 264, "holi": 264, "sage": 264, "ruler": 264, "awaken": 264, "sphinx_rtd_them": [264, 265], "docstr": [264, 265], "tt": 264, "descnam": 264, "descclassnam": 264, "myclass": 264, "dothismethod": 264, "flox": 264, "unreferenc": 264, "nonexist": 264, "bold": 264, "ital": 264, "heck": 264, "backlink": 264, "indirect": 264, "docutil": [264, 265], "sourceforg": [264, 265], "clickabl": 264, "revis": [264, 265], "structuredtext": 264, "nickel": 264, "mad": 264, "scientist": 264, "bread": 264, "wash": 264, "ear": 264, "closet": 264, "bathroom": 264, "trash": 264, "mother": 264, "rho_": 264, "thing1": 264, "thing2": 264, "thing3": 264, "prose": 264, "provok": 264, "mental": 264, "exert": 264, "advis": 264, "subtitl": 264, "border": 264, "disconnect": 264, "arab": 265, "iii": 265, "iv": 265, "goodger": 265, "a1b": 265, "2c3": 265, "myself": 265, "humankind": 265, "tue": 265, "jan": 265, "7302": 265, "redistribut": 265, "reattribut": 265, "sell": 265, "bui": 265, "rent": 265, "leas": 265, "excerpt": 265, "stapl": 265, "mutil": 265, "anyon": 265, "bibliograph": 265, "markup": [265, 268], "literal": 265, "yahoo": 265, "oh": 265, "heh": 265, "beat": 265, "hehe": 265, "cackl": 265, "lone": 265, "guangzhou": 265, "destini": 265, "dream": 265, "sixth": 265, "donec": [265, 267], "porttitor": [265, 267], "odio": [265, 267], "posuer": [265, 267], "vita": [265, 267], "ornar": [265, 267], "libero": [265, 267], "loborti": [265, 267], "justo": [265, 267], "vestibulum": [265, 267], "nibh": [265, 267], "aliquet": [265, 267], "sed": [265, 267], "feugiat": [265, 267], "sagitti": [265, 267], "nequ": [265, 267], "qui": [265, 267], "eleifend": 265, "dui": [265, 267], "rutrum": [265, 267], "lectu": [265, 267], "suscipit": [265, 267], "nam": [265, 267], "mauri": [265, 267], "arcu": [265, 267], "interdum": 267, "nec": 267, "finibu": 267, "dictum": 267, "velit": 267, "ut": 267, "efficitur": 267, "aliquam": 267, "erat": 267, "diam": 267, "gravida": 267, "imperdiet": 267, "tellu": 267, "nisl": 267, "praesent": 267, "eget": 267, "elementum": 267, "rhoncu": 267, "tincidunt": 267, "suspendiss": 267, "volutpat": 267, "scelerisqu": 267, "tristiqu": 267, "aenean": 267, "condimentum": 267, "risu": 267, "accumsan": 267, "laoreet": 267, "maximu": 267, "sapien": 267, "ligula": 267, "fringilla": 267, "commodo": 267, "proin": 267, "pharetra": 267, "etiam": 267, "turpi": 267, "luctu": 267, "vel": 267, "malesuada": 267, "dignissim": 267, "nunc": 267, "augu": 267, "sem": 267, "cursu": 267, "nulla": 267, "pellentesqu": 267, "morbi": 267, "senectu": 267, "netu": 267, "egesta": 267, "placerat": 267, "tortor": 267, "iaculi": 267, "venenati": 267, "cra": 267, "puru": 267, "ero": 267, "vehicula": 267, "auctor": 267, "phasellu": 267, "viverra": 267, "conval": 267, "faucibu": 267, "vulput": 267, "feli": 267, "sodal": 267, "maecena": 267, "semper": 267, "enim": 267, "blandit": 267, "sollicitudin": 267, "urna": 267, "orci": 267, "lacu": 267, "quisqu": 267, "facilisi": 267, "curabitur": 267, "variu": 267, "bibendum": 267, "massa": 267, "magna": 267, "tempu": 267, "metu": 267, "nisi": 267, "pretium": 267, "leo": 267, "euismod": 267, "ultric": 267, "dapibu": 267, "lacinia": 267, "vivamu": 267, "molesti": 267, "hac": 267, "habitass": 267, "platea": 267, "dictumst": 267, "changelog": 268, "submenu": 268, "symlink": 269, "subtre": 269, "_theme": 269, "html_theme": 269, "html_theme_path": 269}, "objects": {"": [[263, 0, 1, "", "Data_item_1"], [263, 0, 1, "", "Data_item_2"], [263, 0, 1, "", "Data_item_3"]], "payments.dotpay": [[263, 1, 1, "", "DotpayProvider"]]}, "objtypes": {"0": "py:data", "1": "py:class"}, "objnames": {"0": ["py", "data", "Python data"], "1": ["py", "class", "Python class"]}, "titleterms": {"onnx": [0, 20, 105, 106, 107, 108, 110], "live": 0, "tutori": [0, 42, 49, 50, 54, 57, 114, 120, 122, 154, 157, 158, 174, 175, 180, 187, 196, 221], "what": [0, 6, 10, 11, 15, 17, 44, 52, 56, 57, 60, 112, 119, 131, 139, 148, 155, 202, 206, 212], "overview": [0, 1, 17, 60, 108, 114, 137, 145, 165, 176, 192], "prepar": [0, 49, 60, 113, 115, 127, 128, 140, 166, 169, 180, 183, 188, 189, 190, 191, 192, 195, 198, 199, 207, 209, 224, 225, 226], "environ": [0, 1, 14, 23, 53, 60, 137, 147, 160, 172, 185, 188, 195], "download": [0, 138, 172, 182, 186, 264, 269], "train": [0, 1, 3, 6, 7, 11, 14, 19, 24, 44, 49, 52, 53, 55, 61, 87, 99, 110, 112, 115, 117, 120, 122, 124, 125, 127, 128, 132, 133, 135, 136, 137, 153, 158, 160, 161, 166, 167, 170, 182, 183, 198, 199, 200, 221, 229], "pytorch": [0, 3, 4, 5, 6, 10, 12, 15, 19, 20, 24, 25, 43, 46, 50, 54, 57, 61, 63, 64, 65, 67, 68, 69, 72, 81, 88, 91, 92, 93, 94, 95, 96, 99, 100, 101, 102, 103, 105, 108, 109, 110, 111, 121, 136, 138, 148, 159, 169, 172, 177, 178, 180, 181, 189, 196, 197, 198, 199, 200, 201, 207, 209, 210, 218, 221, 224, 225, 226, 227, 228, 232, 234, 236, 237, 239, 241, 242, 243, 244, 249, 250, 252, 255, 259], "style": [0, 12], "transfer": [0, 12, 158], "model": [0, 1, 4, 6, 7, 9, 12, 17, 18, 19, 20, 21, 25, 45, 49, 55, 58, 59, 60, 73, 74, 79, 85, 97, 102, 103, 105, 112, 113, 115, 117, 122, 124, 125, 132, 134, 135, 137, 138, 139, 144, 147, 148, 150, 151, 157, 158, 166, 167, 169, 170, 172, 176, 179, 180, 182, 183, 186, 188, 189, 195, 196, 198, 199, 204, 207, 209, 210, 212, 219, 221, 224, 225, 226, 241, 248, 254], "convert": [0, 4, 25, 58, 59, 60, 80, 148, 180, 183, 188, 195, 198, 199], "coreml": 0, "run": [0, 6, 7, 20, 22, 45, 49, 50, 53, 54, 55, 58, 59, 60, 73, 85, 97, 115, 126, 127, 134, 169, 172, 175, 186, 195, 212], "io": [0, 59, 188, 189, 205, 223, 224, 226], "app": [0, 58, 59, 126, 188, 207, 209, 225, 226], "conclus": [0, 1, 2, 3, 5, 6, 9, 14, 15, 17, 19, 21, 22, 23, 49, 75, 82, 97, 105, 108, 114, 124, 137, 138, 144, 145, 147, 153, 160, 165, 173, 174, 175, 177, 178, 182, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 196, 198, 199, 200, 201, 202, 204, 205, 212, 223], "torchrl": [1, 14, 160], "object": [1, 58, 59, 99, 126, 179], "code": [1, 2, 14, 22, 54, 184, 187, 190, 207, 209, 264], "ddpg": 1, "loss": [1, 12, 37, 44, 47, 49, 52, 97, 98, 110, 124, 128, 137, 160], "prerequisit": [1, 58, 59, 97, 115, 158, 178, 187, 200, 201], "import": [1, 12, 45, 55, 87, 110, 138, 172, 198, 199], "setup": [1, 17, 18, 23, 87, 116, 136, 137, 138, 151, 169, 170, 176, 180, 186, 188, 196, 202, 209, 212, 224], "lossmodul": 1, "The": [1, 6, 87, 125, 135, 156, 166, 264], "__init__": [1, 34], "method": [1, 15, 22, 136, 151, 178, 179, 193, 254], "valu": [1, 137, 154, 160, 254], "estim": [1, 147], "actor": 1, "put": [1, 147, 176, 179], "thing": [1, 14], "togeth": [1, 14, 124, 147, 153, 176, 179], "forward": [1, 5, 6, 21, 78, 109, 142, 146, 179, 224], "call": 1, "transform": [1, 7, 14, 41, 42, 51, 118, 119, 122, 124, 138, 146, 155, 160, 165, 167], "parallel": [1, 7, 21, 45, 56, 61, 120, 122, 123, 124, 134, 135, 150], "execut": [1, 4, 14, 18, 105, 162, 169], "normal": [1, 44, 160], "observ": [1, 184], "stat": 1, "build": [1, 4, 5, 10, 22, 23, 58, 59, 99, 116, 143, 144, 156, 158, 205, 207, 209, 219, 223, 262], "explor": [1, 4, 18], "data": [1, 6, 7, 9, 19, 44, 45, 49, 50, 52, 55, 56, 60, 61, 87, 110, 115, 117, 122, 123, 124, 127, 128, 134, 158, 160, 166, 167, 169, 172, 182, 192, 196, 263], "collector": [1, 137, 160], "evalu": [1, 7, 49, 60, 115, 117, 125, 126, 127, 138, 158, 166, 183, 186, 198], "your": [1, 4, 5, 10, 60, 152, 179, 184, 185, 224], "record": [1, 169], "replai": [1, 137, 160, 161], "buffer": [1, 137, 160], "storag": [1, 259], "batch": [1, 7, 8, 14, 115, 116, 130, 143, 146, 162], "size": [1, 138, 186, 198], "modul": [1, 4, 6, 15, 25, 60, 67, 85, 93, 104, 111, 135, 137, 138, 142, 150, 154, 157, 196, 203, 219, 238, 245], "construct": [1, 18, 55, 192, 193], "target": [1, 7, 147, 264], "network": [1, 6, 44, 47, 52, 87, 99, 102, 110, 118, 127, 128, 137, 147, 160, 161, 167], "updat": [1, 47, 147, 162, 203], "optim": [1, 44, 52, 69, 99, 104, 110, 111, 119, 126, 153, 164, 178, 212, 224, 225, 226, 248, 254], "time": [1, 82, 109, 138, 224], "polici": [1, 14, 122, 137, 160], "experi": [1, 14, 15, 126, 180], "result": [1, 3, 45, 52, 73, 105, 109, 115, 126, 127, 131, 160, 166, 167, 169, 186, 202], "next": [1, 44, 52, 73, 160], "step": [1, 4, 58, 59, 75, 114, 135, 153, 156, 160, 169, 219, 225, 226], "autograd": [2, 8, 10, 43, 63, 64, 76, 89, 111, 125, 129, 142, 164], "c": [2, 3, 4, 5, 6, 8, 10, 22, 23, 187, 207, 209, 221, 247, 258], "frontend": [2, 6, 85, 86], "basic": [2, 6, 21, 25, 35, 134, 135, 142, 150, 156, 162, 173, 174, 175, 204], "oper": [2, 5, 8, 10, 22, 23, 48, 101, 108, 178, 180, 192, 193, 194, 201, 209, 224], "comput": [2, 14, 43, 82, 101, 103, 146, 151, 158], "higher": 2, "order": 2, "gradient": [2, 12, 32, 73, 76, 155, 192], "us": [2, 3, 5, 6, 7, 11, 12, 13, 20, 22, 23, 24, 25, 43, 50, 53, 60, 105, 109, 112, 113, 116, 119, 123, 130, 132, 134, 135, 137, 139, 142, 155, 156, 162, 163, 164, 165, 169, 170, 189, 192, 201, 207, 209, 223, 224, 229, 254], "custom": [2, 5, 10, 14, 15, 22, 23, 51, 67, 108, 117, 120, 130, 131, 142, 156, 157, 158, 174, 175, 179, 209, 223], "function": [2, 7, 12, 15, 19, 37, 44, 47, 52, 64, 73, 78, 85, 87, 97, 98, 99, 110, 115, 130, 131, 138, 142, 146, 151, 155, 157, 158, 160, 183, 198, 199], "translat": [2, 113], "from": [2, 19, 22, 43, 50, 105, 112, 132, 172, 176, 177, 178, 179, 189], "python": [2, 5, 22, 23, 58, 59, 85, 156, 207, 254, 257], "cuda": [3, 5, 50, 80, 82, 213], "graph": [3, 43, 60, 101, 105, 108, 173, 174, 175, 178, 182, 183, 184, 186, 200], "api": [3, 4, 6, 89, 110, 140, 142, 148, 153, 156, 186, 187, 201, 207, 227, 257], "get": [3, 4, 10, 58, 59, 82, 103, 123, 134, 145, 152, 164, 194, 221, 225, 226], "start": [3, 7, 82, 123, 134, 152, 164, 194, 221], "\u5728": [4, 159, 245, 258], "\u4e2d\u52a0\u8f7d": [4, 258], "torchscript": [4, 21, 22, 23, 25, 60, 110, 112, 173, 204, 209, 217, 221, 254, 258], "\u6a21\u578b": [4, 92, 96, 119, 222, 239, 258, 259], "1": [4, 9, 19, 44, 58, 59, 78, 85, 105, 135, 138, 151, 156, 158, 169, 170, 177, 179, 180, 182, 183, 186, 196, 200, 201, 214, 219, 224, 225, 226, 229, 232, 234, 235, 237, 239, 241, 242, 243, 244, 247, 249, 251, 254, 266], "torch": [4, 43, 61, 80, 81, 93, 101, 104, 112, 129, 134, 157, 165, 173, 174, 175, 177, 192, 198, 199, 206, 211, 224, 231, 232, 238, 241, 245, 253, 256, 257], "script": [4, 23, 25, 53, 85, 119, 152, 186, 225, 226, 254], "via": [4, 15, 269], "trace": [4, 23, 25, 82, 83, 85, 144, 173, 178, 184, 186, 205, 227, 254], "annot": [4, 201], "2": [4, 9, 17, 19, 44, 45, 58, 59, 78, 85, 105, 135, 138, 151, 156, 158, 169, 170, 177, 178, 179, 180, 182, 183, 186, 196, 198, 199, 200, 201, 202, 214, 219, 224, 225, 226, 229, 232, 234, 235, 237, 239, 241, 242, 243, 244, 247, 249, 250, 251, 254, 266, 267], "serial": [4, 15, 22, 138, 157], "file": [4, 49, 105, 112, 132, 166, 209], "3": [4, 9, 19, 44, 45, 58, 59, 85, 105, 135, 138, 156, 169, 170, 177, 180, 182, 183, 186, 196, 200, 201, 219, 224, 225, 226, 229, 232, 234, 235, 237, 239, 241, 242, 243, 244, 247, 249, 250, 251, 254, 266], "load": [4, 6, 7, 9, 12, 22, 25, 44, 49, 53, 58, 59, 60, 97, 112, 117, 132, 134, 138, 158, 166, 167, 198, 199, 224, 238], "A": [4, 23, 43, 46, 98, 130, 201, 249, 264], "minim": [4, 97], "applic": [4, 6, 136, 156, 209], "depend": [4, 105, 107, 165], "libtorch": [4, 189], "4": [4, 9, 17, 19, 44, 58, 59, 85, 105, 135, 138, 156, 159, 169, 170, 180, 183, 186, 201, 202, 219, 224, 229, 232, 234, 235, 237, 239, 241, 242, 243, 244, 247, 249, 250, 251, 266], "5": [4, 19, 44, 58, 59, 105, 169, 170, 180, 183, 186, 201, 224, 232, 235, 237, 239, 241, 242, 243, 247, 251, 266], "help": [4, 169], "extens": [5, 10, 13, 120, 156, 178, 208, 212, 221], "motiv": [5, 6, 85, 183, 190, 198, 201], "exampl": [5, 13, 21, 22, 58, 59, 73, 78, 79, 85, 99, 102, 103, 112, 125, 187, 201, 219, 221, 264, 266], "write": [5, 6, 14, 51, 136, 170, 179, 184, 190, 201], "setuptool": [5, 23], "op": [5, 8, 108, 174, 175], "pass": [5, 11, 109, 143, 153], "backward": [5, 10, 21, 78, 122, 130, 131, 153], "bind": [5, 22], "perform": [5, 109, 139, 144, 145, 148, 155, 165, 169, 177, 178, 198, 224], "comparison": [5, 130, 134, 155, 173, 183], "gpu": [5, 6, 44, 45, 55, 79, 87, 95, 104, 110, 112, 169, 185, 189, 221, 248], "devic": [5, 12, 15, 112, 122, 207, 233, 238], "jit": [5, 10, 23, 110, 159], "compil": [5, 23, 129, 145, 165, 173, 211, 212, 253, 256, 257], "mix": [5, 25, 122, 132], "accessor": 5, "integr": [5, 15, 188, 195], "defin": [6, 7, 8, 9, 19, 22, 44, 47, 49, 60, 64, 97, 115, 126, 135, 138, 160, 172, 179, 180, 182, 183, 198, 199, 219, 254], "neural": [6, 12, 44, 47, 87, 110, 147, 151, 222], "regist": [6, 8, 10, 15, 23], "paramet": [6, 13, 45, 60, 93, 112, 157, 160, 162, 163, 201, 203, 232, 248, 263], "submodul": [6, 184], "travers": 6, "hierarchi": 6, "mode": [6, 18, 19, 142, 146, 182, 183, 184, 186, 198, 221], "ownership": 6, "dcgan": [6, 52], "wa": 6, "gan": [6, 52], "agan": 6, "gener": [6, 7, 15, 52, 110, 112, 113, 115, 126, 219, 263], "discrimin": [6, 52, 98], "loop": [6, 14, 135, 137, 160, 161, 199], "move": [6, 22], "checkpoint": [6, 55, 112, 122, 134, 147, 199], "recov": 6, "state": 6, "inspect": [6, 154, 157, 170], "imag": [6, 12, 20, 44, 58, 59, 105, 117, 119, 140, 158, 172, 264, 265], "distribut": [7, 11, 16, 18, 53, 55, 56, 61, 82, 110, 120, 134, 135, 136, 163, 164, 176], "pipelin": [7, 115, 135, 150], "multipl": [7, 44, 112, 157], "process": [7, 53, 55, 58, 59, 115, 134, 135, 156, 162], "input": [7, 11, 52, 55, 58, 59, 60, 73, 127, 131, 150, 176, 196, 210, 254], "sequenc": [7, 102, 124], "scale": [7, 124, 133, 165], "pipe": 7, "initi": [7, 48, 52, 53, 115, 134, 136, 147, 154, 194, 203], "test": [7, 9, 10, 14, 44, 73, 87, 115, 130, 143, 179, 207, 219], "dataset": [7, 19, 45, 51, 104, 110, 113, 115, 138, 179, 183, 186, 198, 199], "output": [7, 58, 59, 113, 131], "dispatch": [8, 10, 165], "schema": 8, "backend": [8, 10, 15, 136, 145, 156, 180, 198, 199, 200, 207], "implement": [8, 22, 23, 52, 73, 98, 130, 154, 156, 162, 163, 165, 190, 192, 203], "For": 8, "do": [8, 44, 131, 148], "need": [8, 184], "In": 8, "place": [8, 80], "view": [8, 169], "ad": [8, 87, 170, 209], "support": [8, 10, 87, 108, 158, 165, 193, 203], "go": [8, 44, 52, 73, 172], "beyond": 8, "autocast": [8, 231], "tracer": 8, "beta": [9, 17, 19, 108, 138, 142, 143, 144, 148, 158, 165, 195, 210, 211, 212, 220, 223, 257], "dynam": [9, 21, 98, 138, 174, 175, 182, 186, 196, 229], "quantiz": [9, 19, 119, 138, 158, 180, 182, 183, 184, 185, 186, 196, 198, 199, 200, 201, 224, 225, 226, 229], "an": [9, 10, 14, 20, 44, 58, 59, 60, 102, 103, 115, 125, 137, 160, 212, 268], "lstm": [9, 21, 98, 102, 137], "word": [9, 99, 103], "languag": [9, 103], "introduct": [9, 12, 24, 43, 52, 58, 59, 61, 91, 101, 138, 154, 169, 172, 173, 176, 186, 187, 188, 189, 190, 193, 195, 196, 200, 201, 203, 205, 207, 210, 219, 223, 224, 225, 226, 228, 229, 254], "text": [9, 49, 264], "pretrain": [9, 60, 179, 225, 226, 229], "extend": [10, 22, 23, 108, 157], "new": [10, 15, 58, 59, 64, 98, 115, 130, 228], "s": [10, 60, 101, 147, 178, 191], "kei": 10, "full": [10, 87], "list": [10, 265], "kernel": [10, 15, 82, 151], "against": 10, "nativ": [10, 209], "compat": [10, 189], "known": 10, "issu": 10, "addit": [10, 42, 114, 169], "note": [10, 60, 98, 201], "futur": [10, 15], "work": [10, 11, 15, 122, 123, 124, 148], "stai": 10, "touch": 10, "uneven": 11, "join": 11, "context": [11, 262], "manag": 11, "requir": [11, 17, 105, 125, 157, 202], "distributeddataparallel": [11, 61, 134, 248], "zeroredundancyoptim": [11, 260], "keyword": 11, "argument": [11, 254], "how": [11, 15, 122, 123, 124, 153, 183, 198, 199, 201, 223, 262], "doe": [11, 17, 125, 202], "joinabl": 11, "joinhook": 11, "make": [11, 98, 116, 184, 209], "toi": [11, 201], "class": [11, 14, 22, 51, 97, 154], "underli": 12, "principl": [12, 177, 178, 193], "packag": [12, 78], "select": [12, 137, 205], "content": [12, 111, 262, 263, 264, 265, 266, 267], "descent": 12, "creat": [13, 45, 49, 99, 101, 126, 127, 128, 144, 151, 157], "numpi": [13, 40, 48, 71, 80, 95, 111, 191], "scipi": 13, "less": 13, "parametr": [13, 154, 157], "pendulum": 14, "\u4f7f\u7528": [14, 42, 55, 90, 93, 96, 104, 118, 160, 211, 214, 220, 227, 230, 231, 232, 238, 239, 247, 248, 256, 257], "\u7f16\u5199\u73af\u5883\u548ctransform": 14, "effect": 14, "action": [14, 137], "_step": 14, "reset": 14, "simul": 14, "_reset": 14, "metadata": [14, 15], "env": 14, "_spec": 14, "spec": 14, "shape": [14, 174, 175], "reproduc": 14, "seed": 14, "wrap": [14, 122, 179], "envbas": 14, "our": [14, 18, 130, 136, 143, 153, 176], "rollout": 14, "simpl": [14, 45, 105, 144, 166], "facilit": 15, "privateuse1": 15, "guard": 15, "deseri": [15, 22], "other": [15, 18, 169], "improv": [15, 109, 169], "user": [15, 81, 127, 184, 207], "renam": 15, "name": [15, 127], "properti": 15, "relat": [15, 172, 178], "combin": [16, 124, 134], "dataparallel": [16, 45, 56, 61, 79, 87, 112, 134, 241], "rpc": [16, 61, 120, 135, 162, 163, 164, 181, 213, 218], "framework": [16, 163, 164], "acceler": [17, 152, 202], "bert": [17, 138, 186, 202], "semi": [17, 24, 202], "structur": [17, 202, 267], "sparsiti": [17, 193, 202], "problem": [17, 201, 202], "solv": [17, 202], "intro": [17, 202], "establish": 17, "baselin": [17, 183], "prune": [17, 157, 202], "spars": [17, 190, 193, 202], "infer": [17, 58, 59, 112, 117, 119, 138, 177, 221, 254], "torchrec": [18, 176], "shard": [18, 122, 123, 124, 135], "instal": [18, 75, 82, 105, 138, 158, 176, 269], "embed": [18, 103], "distributedmodelparallel": [18, 176], "multiprocess": 18, "tabl": [18, 111, 262, 263, 264, 265, 266, 267], "wise": 18, "static": [19, 98, 183, 196, 229], "eager": [19, 183, 186], "architectur": 19, "helper": [19, 138, 183, 193, 198, 199], "loader": [19, 87], "imagenet": 19, "post": [19, 182, 183, 198, 200, 229], "awar": [19, 199, 200, 229], "speedup": [19, 173], "option": [20, 43, 45, 114, 179, 207, 262, 263, 265], "\u6a21\u578b\u5bfc\u51fa\u5230": 20, "\u5e76\u4f7f\u7528": 20, "runtim": [20, 105, 108], "\u8fd0\u884c": 20, "syntax": [21, 85, 204], "appli": [21, 124, 138, 150, 200], "ensembl": [21, 139], "bidirect": 21, "layer": [21, 90, 124, 130], "asid": 21, "visual": [21, 105, 117, 153, 158, 166, 167], "project": [22, 262], "With": [22, 169, 209], "cmake": [22, 23, 209], "save": [22, 25, 53, 55, 60, 105, 112, 122, 125, 131, 132, 134, 147, 153, 198, 199, 241], "To": 22, "ivalu": 22, "take": 22, "return": [22, 125], "bound": [22, 178], "appendix": [23, 193], "more": [23, 58, 59, 119, 125, 145, 146, 162, 169, 176, 188, 189, 195, 210, 219, 223, 225, 226, 228, 229, 254], "wai": [23, 155, 264], "supervis": 24, "learn": [24, 35, 46, 58, 59, 85, 98, 99, 100, 110, 117, 119, 120, 138, 147, 158, 162, 164, 169, 177, 188, 189, 195, 210, 219, 223, 225, 226, 228, 229, 254], "usb": 24, "built": [24, 180, 189], "upon": 24, "freematch": 24, "softmatch": 24, "cifar": [24, 97], "10": [24, 97, 153, 183, 266], "onli": [24, 184, 221], "40": 24, "label": [24, 172], "specif": [24, 172, 198, 199], "imbalanc": 24, "algorithm": [24, 161], "\u4ecb\u7ecd": [25, 82, 88, 90, 94, 95, 107, 232, 234, 235, 250, 251], "author": [25, 105], "further": [25, 32, 43, 53, 55, 56, 105, 107, 108, 109, 114, 117, 132, 133, 137, 180, 190, 192, 193], "read": [25, 32, 43, 53, 55, 56, 105, 107, 108, 109, 114, 132, 133, 137, 172, 178, 180, 190, 192, 193], "\u97f3\u9891\u6570\u636e\u589e\u5f3a": 26, "\u97f3\u9891\u6570\u636e\u96c6": 27, "\u97f3\u9891\u7279\u5f81\u589e\u5f3a": 28, "\u97f3\u9891\u7279\u5f81\u63d0\u53d6": 29, "\u97f3\u9891": 30, "i": [30, 44], "o": 30, "audio": 31, "\u91cd\u91c7\u6837": 31, "\u81ea\u52a8\u5fae\u5206": 32, "\u5f20\u91cf": [32, 40, 72, 92, 111], "\u51fd\u6570\u548c\u8ba1\u7b97\u56fe": 32, "\u8ba1\u7b97\u68af\u5ea6": 32, "\u7981\u7528\u68af\u5ea6\u8ddf\u8e2a": 32, "\u66f4\u591a\u5173\u4e8e\u8ba1\u7b97\u56fe": 32, "\u53ef\u9009\u9605\u8bfb": 32, "\u5f20\u91cf\u68af\u5ea6": 32, "tensor": [32, 48, 63, 72, 76, 80, 95, 101, 110, 111, 120, 124, 125, 127, 153, 165, 193, 194, 201, 212, 224, 254], "\u548c\u96c5\u53ef\u6bd4\u4e58\u79ef": 32, "jacobian": [32, 146, 151], "product": [32, 146, 151, 165], "\u6784\u5efa\u795e\u7ecf\u7f51\u7edc": [33, 251], "\u83b7\u53d6\u8bad\u7ec3\u8bbe\u5907": 33, "\u5b9a\u4e49\u7c7b": 33, "\u6a21\u578b\u5c42": 33, "nn": [33, 61, 67, 68, 78, 85, 93, 104, 111, 112, 157, 176, 238, 241, 245], "flatten": 33, "linear": [33, 99, 104], "relu": [33, 180], "sequenti": [33, 104], "softmax": [33, 99, 192], "\u6a21\u578b\u53c2\u6570": 33, "\u5ef6\u4f38\u9605\u8bfb": [33, 34, 37, 41], "\u6570\u636e\u96c6\u4e0e\u6570\u636e\u52a0\u8f7d\u5668": 34, "\u52a0\u8f7d\u6570\u636e\u96c6": 34, "\u8fed\u4ee3\u548c\u53ef\u89c6\u5316\u6570\u636e\u96c6": 34, "\u521b\u5efa\u81ea\u5b9a\u4e49\u6570\u636e\u96c6": 34, "__len__": 34, "__getitem__": 34, "\u4f7f\u7528\u6570\u636e\u52a0\u8f7d\u5668\u4e3a\u8bad\u7ec3\u51c6\u5907\u6570\u636e": 34, "\u901a\u8fc7": [34, 243], "dataload": [34, 51, 104, 110], "\u8fdb\u884c\u8fed\u4ee3": 34, "\u57fa\u7840\u77e5\u8bc6": 36, "\u8fd0\u884c\u6559\u7a0b\u4ee3\u7801": [36, 88], "\u5982\u4f55\u4f7f\u7528\u672c\u6307\u5357": 36, "\u4f18\u5316\u6a21\u578b\u53c2\u6570": [37, 38], "\u524d\u7f6e\u4ee3\u7801": 37, "\u8d85\u53c2\u6570": 37, "\u4f18\u5316\u5faa\u73af": 37, "\u635f\u5931\u51fd\u6570": [37, 93, 96], "\u4f18\u5316\u5668": [37, 96], "\u5b8c\u6574\u5b9e\u73b0": 37, "\u5feb\u901f\u5165\u95e8": 38, "\u5904\u7406\u6570\u636e": 38, "\u521b\u5efa\u6a21\u578b": 38, "\u4fdd\u5b58\u6a21\u578b": [38, 249], "\u52a0\u8f7d\u6a21\u578b": 38, "\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b": [39, 243], "\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b\u6743\u91cd": 39, "\u4fdd\u5b58\u548c\u52a0\u8f7d\u5e26\u6709\u7ed3\u6784\u7684\u6a21\u578b": 39, "\u76f8\u5173\u6559\u7a0b": 39, "\u521d\u59cb\u5316\u5f20\u91cf": 40, "\u5f20\u91cf\u7684\u5c5e\u6027": 40, "\u5f20\u91cf\u64cd\u4f5c": 40, "\u4e0enumpy\u8f6c\u6362": 40, "\u5f20\u91cf\u8f6c\u4e3anumpi": 40, "arrai": [40, 48, 80], "array\u8f6c\u4e3a\u5f20\u91cf": 40, "totensor": 41, "lambda": 41, "better": 42, "\u8fdb\u884c\u5feb\u901f": 42, "\u63a8\u65ad": 42, "featur": [42, 102, 117, 122, 158, 169, 172, 221], "thi": [42, 57, 122, 153, 265, 268], "inform": [42, 85, 145], "summari": [42, 45, 113, 122, 165, 228], "gentl": 43, "background": 43, "usag": [43, 110, 130, 142, 150, 153, 173, 174, 175, 177, 207], "differenti": [43, 101, 142], "vector": [43, 139, 146, 151], "calculu": 43, "exclus": 43, "dag": 43, "classifi": [44, 99, 105, 119, 158, 172], "about": [44, 138], "cifar10": 44, "convolut": [44, 130, 137, 143], "where": [44, 52, 73, 172, 192], "dummi": 45, "8": [45, 183, 232, 247, 266], "deep": [46, 98, 99, 100, 110, 177], "60": 46, "minut": 46, "blitz": 46, "backprop": 47, "weight": [47, 52, 65, 196], "attribut": [48, 254], "bridg": [48, 80, 95], "chatbot": 49, "preprocess": [49, 147], "format": [49, 105, 112, 148, 178, 224], "trim": 49, "seq2seq": [49, 60, 118, 166], "encod": [49, 60, 103, 166], "decod": [49, 60, 166], "procedur": 49, "mask": [49, 192], "singl": [49, 150], "iter": [49, 51, 115, 157], "greedi": [49, 60], "my": 49, "googl": [50, 259], "colab": 50, "version": [50, 151], "drive": 50, "enabl": [50, 187], "compos": [51, 146], "through": [51, 85, 180, 200], "afterword": 51, "torchvis": [51, 74, 179], "\u6559\u7a0b": [52, 75, 86, 97, 121, 160, 161, 167, 222], "adversari": [52, 73], "fault": 53, "toler": 53, "torchrun": [53, 134], "why": [53, 56, 124, 125, 192, 194], "grace": 53, "restart": 53, "group": [53, 55, 156], "provid": 53, "variabl": 53, "snapshot": [53, 153], "trainer": 53, "constructor": 53, "resum": [53, 112], "\u5206\u5e03\u5f0f\u5e76\u884c": 54, "video": 54, "section": [54, 267], "ddp": [55, 56, 120, 132, 134, 248], "\u8fdb\u884c\u591a": 55, "\u8bad\u7ec3": [55, 255], "job": 55, "you": [56, 124], "should": [56, 124], "prefer": [56, 224], "over": 56, "dp": 56, "\u6df1\u5ea6\u5b66\u4e60": 57, "60\u5206\u949f\u5165\u95e8": 57, "goal": 57, "segment": [58, 59, 179], "deeplabv3": [58, 59], "android": [58, 205, 207, 209, 219, 223, 224, 225], "deploy": [58, 59], "reus": [58, 59, 224], "complet": [58, 59], "ui": [58, 59], "refactor": [58, 59, 184], "recap": [58, 59, 122], "deploi": 60, "acknowledg": [60, 126, 177, 178], "handl": 60, "attent": [60, 165, 166], "search": [60, 87], "chang": [60, 233], "host": [60, 195], "own": [60, 136, 184], "greedysearchdecod": 60, "print": [60, 109], "\u5206\u5e03\u5f0f\u6982\u8ff0": 61, "fullyshardeddataparallel": 61, "elast": 61, "base": [61, 113, 158, 181, 205, 218, 262], "develop": 61, "control": [65, 165, 174, 175], "flow": [65, 174, 175, 201], "share": [65, 201], "warm": 71, "up": [71, 126, 150, 172, 179, 180, 185, 212], "\u5bf9\u6297\u6837\u672c\u751f\u6210": 73, "threat": 73, "fast": [73, 220], "sign": 73, "attack": 73, "under": 73, "fgsm": 73, "accuraci": [73, 87, 138, 145, 198], "vs": [73, 146, 191], "epsilon": 73, "sampl": [73, 128, 155], "finetun": [74, 117, 158, 179], "torchmultimod": 75, "\u5fae\u8c03": 75, "flava": 75, "track": [76, 131, 170], "histori": 76, "convnet": [78, 117], "hook": [78, 125, 153], "recurr": [78, 137], "net": 78, "multi": [79, 87, 126, 177], "part": [79, 85, 102, 158, 178], "cpu": [79, 112, 122, 125, 144, 145, 177, 178, 221, 248], "inplac": 80, "out": [80, 130, 143], "zero": 80, "index": [80, 192, 263], "No": 80, "camel": 80, "case": [80, 134, 210], "former": 81, "holist": [82, 83], "analysi": [82, 83, 178], "hta": 82, "tempor": 82, "breakdown": 82, "idl": 82, "durat": 82, "commun": [82, 87, 136], "overlap": 82, "augment": [82, 102], "counter": 82, "memori": [82, 102, 109, 125, 130, 148, 153, 161, 177, 178, 224], "bandwidth": 82, "queue": 82, "length": 82, "launch": [82, 135], "statist": 82, "\u5dee\u5f02\u5206\u6790": 83, "hybrid": [85, 86], "pure": 85, "top": [85, 178], "level": [85, 102, 262, 264, 265], "rai": 87, "tune": [87, 122, 138, 178], "\u8d85\u53c2\u6570\u8c03\u4f18": 87, "configur": [87, 126, 138, 178, 186, 198, 199, 262], "set": [87, 126, 138, 172, 177, 180, 183, 185, 186, 198, 212], "space": 87, "youtub": [88, 91], "\u81ea\u52a8\u5fae\u5206\u57fa\u7840": 89, "\u6211\u4eec\u4e3a\u4ec0\u4e48\u9700\u8981": 89, "\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50": 89, "\u81ea\u52a8\u6c42\u5bfc\u5728\u8bad\u7ec3\u4e2d": 89, "\u5173\u95ed\u548c\u6253\u5f00\u81ea\u52a8\u6c42\u5bfc": 89, "\u548c\u539f\u4f4d\u64cd\u4f5c": 89, "\u5206\u6790\u5668": 89, "\u9ad8\u7ea7\u4e3b\u9898": [89, 231], "\u66f4\u591a": 89, "\u7ec6\u8282\u548c\u9ad8\u7ea7": 89, "\u9ad8\u7ea7": 89, "captum": [90, 230], "\u8fdb\u884c\u6a21\u578b\u7406\u89e3": 90, "\u5b89\u88c5": [90, 159, 222, 246], "\u7b2c\u4e00\u4e2a\u793a\u4f8b": 90, "\u4f7f\u7528\u96c6\u6210\u68af\u5ea6\u8fdb\u884c\u7279\u5f81\u5f52\u56e0": 90, "\u4f7f\u7528\u906e\u6321\u8fdb\u884c\u7279\u5f81\u5f52\u56e0": 90, "\u4f7f\u7528\u5c42\u68af\u5ea6\u7c7b\u6fc0\u6d3b\u6620\u5c04": 90, "gradcam": 90, "\u8fdb\u884c\u5c42\u5f52\u56e0": 90, "\u4f7f\u7528captum": 90, "insights\u8fdb\u884c\u53ef\u89c6\u5316": 90, "\u7b80\u4ecb": [92, 95, 96, 208, 237, 239, 241, 242, 243, 244, 249], "\u6570\u636e\u96c6\u548c\u6570\u636e\u52a0\u8f7d\u5668": [92, 96], "\u8bad\u7ec3\u4f60\u7684": 92, "\u6784\u5efa\u6a21\u578b": 93, "\u548c": [93, 104, 159, 172, 249], "\u5e38\u89c1\u5c42\u7c7b\u578b": 93, "\u7ebf\u6027\u5c42": 93, "\u5377\u79ef\u5c42": 93, "\u5faa\u73af\u5c42": 93, "\u8f6c\u6362\u5668": 93, "\u5176\u4ed6\u5c42\u548c\u51fd\u6570": 93, "\u6570\u636e\u64cd\u4f5c\u5c42": 93, "\u6fc0\u6d3b\u51fd\u6570": 93, "tensorboard": [94, 169, 170], "\u652f\u6301": [94, 217], "\u5f00\u59cb\u4e4b\u524d": [94, 230], "\u5728tensorboard\u4e2d\u663e\u793a\u56fe\u50cf": 94, "\u7ed8\u5236\u6807\u91cf\u4ee5\u53ef\u89c6\u5316\u8bad\u7ec3": 94, "\u53ef\u89c6\u5316\u60a8\u7684\u6a21\u578b": 94, "\u4f7f\u7528\u5d4c\u5165\u53ef\u89c6\u5316\u60a8\u7684\u6570\u636e\u96c6": 94, "\u5176\u4ed6\u8d44\u6e90": [94, 96, 235, 258], "\u521b\u5efa\u5f20\u91cf": 95, "\u968f\u673a\u5f20\u91cf\u548c\u79cd\u5b50": 95, "\u5f20\u91cf\u5f62\u72b6": 95, "\u5f20\u91cf\u6570\u636e\u7c7b\u578b": 95, "\u4f7f\u7528pytorch\u5f20\u91cf\u8fdb\u884c\u6570\u5b66\u548c\u903b\u8f91\u8fd0\u7b97": 95, "\u5f20\u91cf\u5e7f\u64ad": 95, "\u66f4\u591a\u5f20\u91cf\u6570\u5b66\u8fd0\u7b97": 95, "\u672c\u5730\u4fee\u6539\u5f20\u91cf": 95, "\u590d\u5236\u5f20\u91cf": 95, "\u79fb\u52a8\u5230": 95, "\u64cd\u4f5c\u5f20\u91cf\u5f62\u72b6": 95, "\u6539\u53d8\u7ef4\u5ea6\u6570\u91cf": 95, "\u8bad\u7ec3\u6a21\u578b": 96, "\u8bad\u7ec3\u5faa\u73af": 96, "\u6bcf\u5468\u671f\u6d3b\u52a8": 96, "knowledg": 97, "distil": 97, "util": [97, 110, 157, 161, 224, 232, 245], "cross": 97, "entropi": 97, "cosin": 97, "intermedi": [97, 131], "regressor": 97, "advanc": [98, 122, 136, 169, 178, 191, 208], "decis": 98, "bi": 98, "crf": 98, "versu": 98, "toolkit": 98, "condit": 98, "random": [98, 115], "field": [98, 265], "discuss": 98, "exercis": [98, 102, 103, 114, 127, 128, 166, 178], "tag": [98, 102], "block": [99, 232, 264], "affin": 99, "map": 99, "non": [99, 175, 184, 212, 219], "probabl": 99, "compon": [99, 145], "logist": 99, "regress": 99, "bag": [99, 103], "nlp": 100, "librari": [101, 172, 189, 209, 225, 226], "reshap": 101, "automat": [101, 142], "long": [102, 266, 268], "short": 102, "term": 102, "speech": 102, "tagger": 102, "charact": 102, "lexic": 103, "semant": [103, 190, 191], "dens": [103, 165], "n": 103, "gram": 103, "continu": 103, "\u5177\u4f53\u662f\u4ec0\u4e48": 104, "mnist": 104, "\u6570\u636e\u96c6\u8bbe\u7f6e": 104, "\u4ece\u96f6\u5f00\u59cb\u7684\u795e\u7ecf\u7f51\u7edc": 104, "\u4e0d\u4f7f\u7528": 104, "\u91cd\u6784": 104, "\u6dfb\u52a0\u9a8c\u8bc1\u96c6": 104, "\u521b\u5efa": 104, "fit": [104, 153], "get_data": 104, "cnn": 104, "\u5305\u88c5": 104, "\u603b\u7ed3": [104, 159, 247], "export": [105, 112, 174, 175, 198, 199, 200, 201], "netron": 105, "6": [105, 169, 170, 180, 183, 224, 232, 239, 241, 247, 266], "7": [105, 169, 180, 183, 232, 239, 247, 266], "compar": [105, 119, 186, 196, 219], "ones": 105, "registri": 108, "unsupport": 108, "aten": [108, 201], "exist": [108, 148, 150], "without": [108, 207, 219], "registr": 108, "fx": [108, 143, 144, 173, 182, 183, 184, 200], "\u6a21\u578b\u5206\u6790": 109, "debug": [109, 145, 183, 186, 198], "profil": [109, 144, 145, 169, 178, 181, 218, 227, 239], "cheat": 110, "sheet": 110, "vision": [110, 158], "creation": 110, "dimension": 110, "algebra": 110, "activ": 110, "rate": 110, "schedul": [110, 126, 212], "datasampl": 110, "also": 110, "see": 110, "\u8ddf\u7740\u793a\u4f8b\u5b66\u4e60": 111, "\u70ed\u8eab": 111, "\u81ea\u52a8\u6c42\u5bfc": 111, "\u5f20\u91cf\u548c\u81ea\u52a8\u6c42\u5bfc": 111, "\u5b9a\u4e49\u65b0\u7684\u81ea\u52a8\u6c42\u5bfc\u51fd\u6570": 111, "\u81ea\u5b9a\u4e49": 111, "\u6a21\u5757": 111, "\u63a7\u5236\u6d41": 111, "\u6743\u91cd\u5171\u4eab": 111, "\u793a\u4f8b": [111, 252], "state_dict": [112, 243, 250], "recommend": [112, 127, 201], "entir": 112, "One": [112, 135], "warmstart": 112, "differ": [112, 179], "across": 112, "t5": [113, 122], "summar": 113, "sentiment": 113, "classif": 113, "generationutil": 113, "templat": 114, "torchtext": [115, 116], "\u6587\u672c\u5206\u7c7b": 115, "access": [115, 177, 192], "raw": 115, "instanc": [115, 179], "split": 115, "\u9884\u5904\u7406\u81ea\u5b9a\u4e49\u6587\u672c\u6570\u636e\u96c6": 116, "vocabulari": 116, "numeric": 116, "sentenc": 116, "bucket": 116, "pad": 116, "\u8ba1\u7b97\u673a\u89c6\u89c9\u8fc1\u79fb\u5b66\u4e60\u6559\u7a0b": 117, "few": [117, 158], "predict": [117, 140, 158, 172], "fix": [117, 201, 254], "extractor": [117, 158], "\u6570\u636e\u83b7\u53d6\u548c\u5904\u7406": 118, "\u7684": 118, "\u6570\u636e\u6574\u7406": 118, "\u5f15\u7528": 118, "\u4f18\u5316\u89c6\u89c9": 119, "deit": 119, "lite": [119, 189], "interpret": [119, 144, 205, 223], "speed": [119, 134, 150], "fsdp": [120, 122, 123], "tp": [120, 124], "devicemesh": [120, 216], "\u6b22\u8fce\u6765\u5230": 121, "\u66f4\u591a\u8d44\u6e90": [121, 259], "fulli": [122, 123, 124], "fine": [122, 138], "hf": 122, "precis": [122, 132], "intial": 122, "strategi": [122, 126], "prefetch": 122, "stream": 122, "rank0": 122, "larg": 124, "when": [124, 131, 132, 192, 254], "layernorm": 124, "rmsnorm": 124, "typic": 125, "than": [125, 177], "concept": 125, "pack": 125, "unpack": 125, "some": 125, "unconvent": 125, "int": 125, "tupl": 125, "str": 125, "disk": 125, "na": 126, "ax": 126, "torchx": 126, "runner": 126, "searchspac": 126, "metric": 126, "optimizationconfig": 126, "choos": 126, "\u4ece\u96f6\u5f00\u59cb\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406": [127, 128, 166], "\u5b57\u7b26\u7ea7": [127, 128], "rnn": [127, 128, 164], "\u8fdb\u884c\u59d3\u540d\u5206\u7c7b": 127, "turn": 127, "plot": [127, 128, 166], "\u751f\u6210\u59d3\u540d": 128, "\u7f16\u8bd1\u7684": 129, "\u6355\u83b7\u66f4\u5927\u7684\u53cd\u5411\u56fe\u7528\u4e8e": 129, "\u6982\u8ff0": [129, 222], "\u8bbe\u7f6e": [129, 159, 232, 235, 253, 257], "\u57fa\u672c\u7528\u6cd5": [129, 220, 256], "\u68c0\u67e5\u7f16\u8bd1\u7684": 129, "\u65e5\u5fd7": 129, "\u7f16\u8bd1\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u4f7f\u7528\u4e0d\u540c\u7684\u6807\u5fd7": 129, "\u7f16\u8bd1\u7684\u81ea\u52a8\u68af\u5ea6\u89e3\u51b3\u4e86aotautograd\u7684\u67d0\u4e9b\u9650\u5236": 129, "\u7f16\u8bd1\u81ea\u52a8\u68af\u5ea6\u7684\u5e38\u89c1\u91cd\u65b0\u7f16\u8bd1\u539f\u56e0": 129, "\u7ed3\u8bba": [129, 208, 215, 216, 220, 238, 245, 253, 256, 257], "fuse": [130, 143, 153, 165, 219, 224], "norm": [130, 143], "formula": 130, "batchnorm": 130, "doubl": 131, "real": 132, "world": 132, "cloud": [132, 259], "enough": 132, "multinod": 133, "local": [133, 177], "global": [133, 138, 157, 186], "rank": 133, "heteregen": 133, "troubleshoot": 133, "between": [134, 192], "skew": 134, "partit": 135, "resnet50": 135, "stitch": 135, "Into": 135, "point": [136, 196], "collect": [136, 160], "ring": 136, "allreduc": 136, "topic": [136, 264], "dqn": [137, 161], "mlp": 137, "q": [137, 161], "huggingfac": 138, "necessari": 138, "token": 138, "check": [138, 186, 198], "refer": [138, 180, 196, 264], "vmap": [139, 206], "\u5b9a\u4e49": 140, "\u4f9d\u8d56": 140, "\u7b80\u5355\u7684": 140, "web": 140, "server": [140, 162, 163], "\u63a8\u7406": [140, 214, 231, 255], "wav2vec2": [141, 168], "\u5f3a\u5236\u5bf9\u9f50": 141, "fuser": 143, "fusion": [143, 180], "benchmark": [143, 186, 195, 219, 224, 232], "resnet18": [143, 144, 201], "captur": [144, 153, 200], "symbol": [144, 184], "investig": 144, "inductor": [145, 187, 200], "log": [145, 147], "determin": 145, "error": [145, 254], "hessian": 146, "hvp": 146, "vhp": 146, "revers": 146, "jacrev": 146, "jacfwd": 146, "functorch": 146, "\u8bad\u7ec3\u4e00\u4e2a\u9a6c\u91cc\u5965\u6e38\u620f\u7684": 147, "rl": 147, "agent": 147, "definit": [147, 265], "act": 147, "cach": [147, 154], "recal": 147, "td": 147, "all": [147, 153, 176, 248, 254], "let": 147, "plai": 147, "channel": [148, 178, 224], "last": [148, 178, 224], "gain": 148, "machin": 150, "best": 150, "practic": [150, 169], "tangent": 151, "ntk": 151, "contract": 151, "nvfuser": 152, "dure": 153, "disclaim": 153, "techniqu": 153, "register_post_accumulate_grad_hook": 153, "everyth": [153, 179], "line": [153, 186, 264], "hand": 154, "ar": 154, "first": [154, 177, 178], "citizen": 154, "concaten": 154, "remov": [154, 157], "per": 155, "grad": [155, 192, 248], "effici": [155, 177, 190, 223], "cpp": 156, "subclass": [156, 165], "expos": 156, "re": 157, "0": [158, 192], "nightli": [158, 174], "raspberri": 159, "pi": 159, "\u4e0a\u8fdb\u884c\u5b9e\u65f6\u63a8\u7406": 159, "30": 159, "fp": 159, "\u51c6\u5907\u73af\u5883": 159, "opencv": 159, "\u89c6\u9891\u6355\u83b7": 159, "\u56fe\u7247\u5904\u7406": 159, "\u9009\u62e9\u6a21\u578b": 159, "mobilenetv2": [159, 188, 195], "\u91cf\u5316\u548c": 159, "\u6027\u80fd\u4f18\u5316": 159, "\u540e\u7eed": 159, "\u5f3a\u5316\u5b66\u4e60": [160, 161], "ppo": 160, "hyperparamet": [160, 161], "asynchron": 162, "cartpol": 162, "solver": 162, "reinforc": 164, "rref": 164, "high": 165, "dot": 165, "sdpa": 165, "explicit": 165, "hardwar": 165, "causal": 165, "self": 165, "nestedtensor": 165, "attn_bia": 165, "\u5e8f\u5217\u5230\u5e8f\u5217\u7f51\u7edc\u548c\u6ce8\u610f\u529b\u673a\u5236\u8fdb\u884c\u7ffb\u8bd1": 166, "spatial": 167, "depict": 167, "stn": 167, "\u8fdb\u884c\u8bed\u97f3\u8bc6\u522b": 168, "event": 169, "analyz": 169, "amd": 169, "\u53ef\u89c6\u5316\u6a21\u578b": 170, "\u6570\u636e\u548c\u8bad\u7ec3": 170, "projector": 170, "assess": 170, "tacotron2": 171, "\u6587\u672c\u8f6c\u8bed\u97f3": 171, "tiatoolbox": 172, "\u8fdb\u884c\u5168\u5207\u7247\u56fe\u50cf\u5206\u7c7b": 172, "clean": 172, "befor": 172, "patch": 172, "patchpredictor": 172, "whole": 172, "slide": 172, "extract": 172, "patholog": 172, "here": 172, "demonstr": 173, "torchdynamo": 173, "break": [174, 175], "constraint": [174, 175, 180], "decomposit": [174, 175], "exportdb": [174, 175], "strict": 175, "program": 175, "embeddingbag": 176, "embeddingbagcollect": 176, "queri": 176, "vanilla": 176, "offset": 176, "repres": 176, "minibatch": 176, "keyedjaggedtensor": 176, "kjt": 176, "resourc": 176, "grok": [177, 178], "intel": [177, 178, 208, 221, 227, 248, 255], "avoid": 177, "logic": 177, "core": [177, 188], "alwai": 177, "faster": 177, "remot": 177, "pin": 177, "worker": 177, "default": [177, 233], "torchserv": [177, 178, 259], "set_num_thread": 177, "number": [177, 264, 265], "physic": 177, "launcher": [177, 178], "down": [178, 265], "microarchitectur": 178, "tma": 178, "back": 178, "end": 178, "vtune": [178, 227], "instrument": [178, 227], "technolog": [178, 227], "itt": [178, 227], "leverag": 178, "alloc": 178, "tcmalloc": 178, "jemalloc": 178, "ptmalloc": 178, "boost": 178, "\u5bf9\u8c61\u68c0\u6d4b\u5fae\u8c03\u6559\u7a0b": 179, "pennfudan": 179, "modifi": 179, "add": [179, 225, 226], "backbon": 179, "detect": 179, "prototyp": [180, 182, 183, 184, 185, 186, 188, 189, 190, 191, 192, 193, 197, 198, 199, 202, 205], "backendconfig": 180, "deriv": [180, 201], "pattern": [180, 201], "each": 180, "dtypeconfig": 180, "conv": 180, "qconfigmap": [180, 183], "satisfi": 180, "faulti": 180, "workload": [181, 218], "eval": [183, 198], "specifi": [183, 186], "calibr": [183, 198], "9": [183, 266], "float": [183, 196], "guid": 184, "skip": [184, 203], "traceabl": 184, "torchao": 185, "glue": 186, "qconfig_dict": 186, "one": [186, 265], "wrapper": [187, 207], "ml": 188, "maco": 188, "metal": 189, "sourc": [189, 209], "adagrad": 190, "maskedtensor": [190, 191, 192, 193], "simpler": 190, "origin": 190, "maskedarrai": 191, "reduct": [191, 193], "slice": 192, "distinguish": 192, "nan": [192, 231], "anoth": 192, "x": 192, "yield": 192, "nansum": 192, "nanmean": 192, "safe": 192, "miss": 192, "coo": 193, "csr": 193, "unari": 193, "binari": 193, "nest": 194, "nnapi": 195, "numer": 196, "suit": 196, "correspond": 196, "locat": 196, "its": 196, "equival": 196, "same": 196, "recip": [197, 219, 224, 225, 226, 228, 229, 236, 254], "lower": [198, 200], "qat": 199, "x86": 200, "common": [201, 210, 254], "param": 201, "ir": 201, "pt2e": 201, "match": 201, "directli": 201, "subgraphmatcherwithnamenodemap": 201, "detail": 203, "freez": 204, "mobil": [205, 223, 224, 225, 226, 228, 254], "so": 206, "vulkan": 207, "workflow": [207, 229], "desktop": 207, "sdk": 207, "java": [207, 209], "upload": 207, "\u5229\u7528\u82f1\u7279\u5c14": 208, "\u9ad8\u7ea7\u77e9\u9635\u6269\u5c55": 208, "matrix": 208, "pytorch\u4e2d\u7684amx": 208, "\u5229\u7528amx\u52a0\u901f\u5de5\u4f5c\u8d1f\u8f7d\u7684\u6307\u5357": 208, "\u53ef\u5229\u7528amx\u7684cpu\u7b97\u5b50": 208, "\u786e\u8ba4amx\u6b63\u5728\u88ab\u5229\u7528": 208, "prebuilt": 209, "gradl": 209, "manifest": 209, "bundl": 210, "uncommon": 210, "inflat": 210, "arg": [210, 263], "\u7f16\u8bd1\u4f18\u5316\u5668": 211, "\u6a21\u578b\u8bbe\u7f6e": 211, "\u8bbe\u7f6e\u548c\u8fd0\u884c\u4f18\u5316\u5668\u57fa\u51c6\u6d4b\u8bd5": 211, "\u53e6\u8bf7\u53c2\u9605": [211, 256], "lr": 212, "happen": 212, "\u4f7f\u7528tensorpip": 213, "rpc\u8fdb\u884c\u8bbe\u5907\u5230\u8bbe\u5907\u901a\u4fe1": 213, "\u8981\u6c42": [213, 217, 227, 260], "\u4ec0\u4e48\u662fcuda": 213, "\u5982\u4f55\u4f7f\u7528cuda": 213, "flask": 214, "\u8fdb\u884c\u90e8\u7f72": 214, "\u73af\u5883\u8bbe\u7f6e": [214, 234, 239, 241, 242, 243, 244, 249, 250, 251], "\u4ec0\u4e48\u662f": [214, 216, 227, 258, 260], "\u8bbe\u7f6e\u548c\u652f\u6301\u6587\u4ef6": 214, "\u9009\u9879": 214, "\u5feb\u901f\u83b7\u53d6\u6587\u4ef6": 214, "\u4f7f\u7528\u60a8\u81ea\u5df1\u7684\u56fe\u50cf": 214, "\u6784\u5efa\u60a8\u7684": 214, "\u670d\u52a1": 214, "\u5bfc\u5165": 214, "\u9884\u5904\u7406": 214, "\u540e\u5904\u7406": 214, "\u8fd0\u884c\u5b8c\u6574\u7684": 214, "\u5e94\u7528": 214, "\u91cd\u8981\u8d44\u6e90": 214, "\u5206\u5e03\u5f0f\u68c0\u67e5\u70b9": 215, "dcp": 215, "\u5165\u95e8": [215, 222], "\u5982\u4f55\u5de5\u4f5c": 215, "\u5982\u4f55\u4f7f\u7528": [215, 260], "\u4fdd\u5b58": [215, 231, 232], "\u52a0\u8f7d": 215, "\u5f00\u59cb\u4f7f\u7528": 216, "\u4e3a\u4ec0\u4e48": 216, "\u6709\u7528": 216, "\u5982\u4f55\u5c06": 216, "\u4e0e": [216, 257], "hsdp": 216, "\u4e00\u8d77\u4f7f\u7528": 216, "\u7684\u5206\u5e03\u5f0f\u4f18\u5316\u5668": 217, "\u4ec0\u4e48\u662f\u5206\u5e03\u5f0f\u4f18\u5316\u5668": 217, "\u4ec0\u4e48\u662f\u652f\u6301": 217, "\u5982\u4f55\u7f16\u5199\u652f\u6301": 217, "\u7684\u81ea\u5b9a\u4e49\u5206\u5e03\u5f0f\u4f18\u5316\u5668": 217, "pre": [219, 225, 226, 228, 229, 254], "requisit": [219, 225, 226, 228, 229, 254], "two": 219, "fuse_modul": [219, 224], "tool": 219, "pytorch\u5728aw": 220, "graviton\u5904\u7406\u5668\u4e0a\u7684\u63a8\u7406\u6027\u80fd\u4f18\u5316": 220, "\u5185\u5bb9": 220, "bfloat16": [220, 221], "math": [220, 264], "kernels\u52a0\u901f\u63a8\u7406": 220, "openbla": 220, "\u63d0\u9ad8\u8f83\u5c0f\u6279\u91cf\u7ef4\u5ea6\u7684\u63a8\u7406\u6027\u80fd": 220, "linux": 220, "transpar": 220, "huge": 220, "page": [220, 262], "thp": 220, "\u4f18\u5316\u5185\u5b58\u5206\u914d\u5f00\u9500": 220, "float32": 221, "imper": 221, "float16": 221, "zoo": 221, "\u4f7f\u7528intel": 222, "compressor\u5b9e\u73b0pytorch\u7684\u7b80\u6613\u91cf\u5316": 222, "\u7279\u6027": 222, "\u7528\u6cd5": 222, "\u7cbe\u5ea6\u9a71\u52a8\u91cf\u5316": 222, "\u91cf\u5316\u611f\u77e5\u8bad\u7ec3": 222, "\u4ec5\u6027\u80fd\u91cf\u5316": 222, "\u91cf\u5316\u8f93\u51fa": 222, "\u90e8\u7f72": [222, 258], "mobile_optim": 224, "mobilenet": [225, 226, 229], "v2": [225, 226, 229], "\u5206\u6790": 227, "\u5de5\u4f5c\u8d1f\u8f7d": 227, "\u5982\u4f55\u5728": 227, "\u4e2d\u53ef\u89c6\u5316": 227, "\u6a21\u578b\u5c42\u6b21\u7ed3\u6784": 227, "\u542f\u52a8": 227, "\u914d\u7f6e\u5206\u6790": 227, "\u8bfb\u53d6\u5206\u6790\u7ed3\u679c": 227, "\u4e00\u4e2a\u7b80\u77ed\u7684\u793a\u4f8b\u4ee3\u7801": 227, "\u5c55\u793a\u5982\u4f55\u4f7f\u7528": 227, "\u8fdb\u884c\u6a21\u578b\u53ef\u89e3\u91ca\u6027": 230, "\u8ba1\u7b97\u5f52\u56e0": 230, "\u53ef\u89c6\u5316\u7ed3\u679c": 230, "\u6700\u540e\u6ce8\u610f": 230, "\u81ea\u52a8\u6df7\u5408\u7cbe\u5ea6": 231, "\u4e00\u4e2a\u7b80\u5355\u7684\u7f51\u7edc": 231, "\u9ed8\u8ba4\u7cbe\u5ea6": 231, "\u6dfb\u52a0": 231, "gradscal": 231, "\u5168\u90e8\u96c6\u6210": 231, "\u68c0\u67e5": 231, "\u4fee\u6539\u68af\u5ea6": 231, "\u4f8b\u5982": 231, "\u68af\u5ea6\u88c1\u526a": 231, "\u6062\u590d": 231, "\u8bc4\u4f30": 231, "\u6545\u969c\u6392\u9664": 231, "amp": [231, 248], "\u7684\u52a0\u901f\u6548\u679c\u5fae\u4e4e\u5176\u5fae": 231, "\u635f\u5931\u662f": 231, "inf": 231, "\u7c7b\u578b\u4e0d\u5339\u914d\u9519\u8bef": 231, "\u53ef\u80fd\u8868\u73b0\u4e3a": 231, "cudnn_status_bad_param": 231, "\u5177\u4f53\u6b65\u9aa4": [232, 234, 239, 241, 242, 243, 244, 249, 250, 251], "\u5b9a\u4e49\u8981\u57fa\u51c6\u6d4b\u8bd5\u7684\u51fd\u6570": 232, "timeit": 232, "timer": [232, 247], "\u8fdb\u884c\u57fa\u51c6\u6d4b\u8bd5": 232, "autorang": 232, "\u6bd4\u8f83\u57fa\u51c6\u6d4b\u8bd5\u7ed3\u679c": 232, "\u52a0\u8f7d\u57fa\u51c6\u6d4b\u8bd5\u7ed3\u679c": 232, "fuzz": 232, "\u751f\u6210\u8f93\u5165": 232, "callgrind": [232, 247], "\u6536\u96c6\u6307\u4ee4\u8ba1\u6570": 232, "\u5b66\u4e60\u66f4\u591a": [232, 234, 237, 249, 250], "\u521b\u5efa\u795e\u7ecf\u7f51\u7edc": 234, "\u5bfc\u5165\u52a0\u8f7d\u6570\u636e\u6240\u9700\u7684\u5fc5\u8981\u5e93": [234, 237, 241, 242, 243, 244, 249, 251], "\u5b9a\u4e49\u548c\u521d\u59cb\u5316\u795e\u7ecf\u7f51\u7edc": [234, 242, 243, 244], "\u6307\u5b9a\u6570\u636e\u5982\u4f55\u901a\u8fc7\u4f60\u7684\u6a21\u578b": 234, "\u53ef\u9009": [234, 237], "\u901a\u8fc7\u4f60\u7684\u6a21\u578b\u4f20\u9012\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5": 234, "\u52a8\u6001\u91cf\u5316": 235, "\u4ec0\u4e48\u662f\u52a8\u6001\u91cf\u5316": 235, "\u6b65\u9aa4": [235, 253], "\u6267\u884c\u91cf\u5316": 235, "\u67e5\u770b\u6a21\u578b\u5927\u5c0f": 235, "\u67e5\u770b\u5ef6\u8fdf": 235, "\u67e5\u770b\u7cbe\u5ea6": 235, "\u4e86\u89e3\u66f4\u591a": [235, 239, 246], "\u52a0\u8f7d\u6570\u636e": 237, "\u4f7f\u7528\u6b65\u9aa4": 237, "\u8bbf\u95ee\u6570\u636e\u96c6\u4e2d\u7684\u6570\u636e": 237, "\u904d\u5386\u6570\u636e": 237, "\u53ef\u89c6\u5316\u6570\u636e": 237, "\u4ece\u68c0\u67e5\u70b9\u52a0\u8f7d": 238, "\u7684\u6280\u5de7": 238, "mmap": 238, "true": [238, 248], "meta": [238, 264], "load_state_dict": [238, 245], "assign": 238, "\u5bfc\u5165\u4f9d\u8d56\u7684\u5e93": 239, "\u521b\u5efa\u4e00\u4e2a\u7b80\u5355\u7684": 239, "resnet": 239, "\u4f7f\u7528profiler\u5206\u6790\u6267\u884c\u65f6\u95f4": 239, "\u5206\u6790\u5185\u5b58\u6d88\u8017": 239, "\u4f7f\u7528\u8ddf\u8e2a\u529f\u80fd": 239, "\u68c0\u67e5\u5806\u6808\u8ddf\u8e2a": 239, "\u4f7f\u7528\u5206\u6790\u5668\u5206\u6790\u957f\u65f6\u95f4\u8fd0\u884c\u7684\u4f5c\u4e1a": 239, "\u5728pytorch\u4e2d\u63a8\u7406\u5f62\u72b6": 240, "\u4e2d\u8de8\u8bbe\u5907\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b": 241, "\u5b9a\u4e49\u5e76\u521d\u59cb\u5316\u795e\u7ecf\u7f51\u7edc": [241, 249, 250], "\u5728gpu\u4e0a\u4fdd\u5b58": 241, "cpu\u4e0a\u52a0\u8f7d": 241, "gpu\u4e0a\u52a0\u8f7d": 241, "\u5728cpu\u4e0a\u4fdd\u5b58": 241, "\u5728gpu\u4e0a\u52a0\u8f7d": 241, "\u4fdd\u5b58\u548c\u52a0\u8f7d\u901a\u7528\u68c0\u67e5\u70b9": 242, "\u521d\u59cb\u5316\u4f18\u5316\u5668": [242, 243, 244, 250], "\u4fdd\u5b58\u901a\u7528\u68c0\u67e5\u70b9": 242, "\u52a0\u8f7d\u901a\u7528\u68c0\u67e5\u70b9": 242, "\u4fdd\u5b58\u548c\u52a0\u8f7d\u6574\u4e2a\u6a21\u578b": 243, "\u7ee7\u7eed\u5b66\u4e60": [243, 251], "\u5728\u4e00\u4e2a\u6587\u4ef6\u4e2d\u4fdd\u5b58\u548c\u52a0\u8f7d\u591a\u4e2a\u6a21\u578b": 244, "\u4fdd\u5b58\u591a\u4e2a\u6a21\u578b": 244, "\u52a0\u8f7d\u591a\u4e2a\u6a21\u578b": 244, "\u4e2d\u4e3a": 245, "\u548c\u5f20\u91cf\u5b50\u7c7b\u63d0\u4f9b\u6269\u5c55\u70b9": 245, "swap_tensor": 245, "\u5e94\u7528\u4e8e": 245, "\u548c\u76f8\u5173\u65b9\u6cd5": 245, "\u5982\u4f55\u5728pytorch\u4e2d\u4f7f\u7528tensorboard": 246, "\u5728pytorch\u4e2d\u4f7f\u7528tensorboard": 246, "\u8bb0\u5f55\u6807\u91cf": 246, "\u8fd0\u884ctensorboard": 246, "timer\u5feb\u901f\u5165\u95e8": 247, "\u5b9a\u4e49timer": 247, "wall\u65f6\u95f4": 247, "blocked_autorang": 247, "\u4ee3\u7801\u7247\u6bb5": 247, "\u6307\u4ee4\u8ba1\u6570": 247, "collect_callgrind": 247, "\u6df1\u5165\u63a2\u8ba8": 247, "\u8fdb\u884ca": 247, "b\u6d4b\u8bd5": 247, "\u811a\u6ce8": 247, "\u6027\u80fd\u8c03\u4f18\u6307\u5357": 248, "\u4e00\u822c\u4f18\u5316": 248, "\u542f\u7528\u5f02\u6b65\u6570\u636e\u52a0\u8f7d\u548c\u6570\u636e\u589e\u5f3a": 248, "\u5bf9\u4e8e\u9a8c\u8bc1\u6216\u63a8\u7406": 248, "\u7981\u7528\u68af\u5ea6\u8ba1\u7b97": 248, "\u5bf9\u4e8e\u76f4\u63a5\u540e\u8ddf\u6279\u91cf\u5f52\u4e00\u5316\u7684\u5377\u79ef": 248, "\u7981\u7528\u504f\u7f6e": 248, "none": 248, "\u800c\u4e0d\u662f": 248, "zero_grad": 248, "\u6216": 248, "\u878d\u5408\u70b9\u8fd0\u7b97": 248, "\u4e3a\u8ba1\u7b97\u673a\u89c6\u89c9\u6a21\u578b\u542f\u7528": 248, "channels_last": 248, "\u5185\u5b58\u683c\u5f0f": 248, "\u68c0\u67e5\u70b9\u4e2d\u95f4\u7f13\u51b2\u533a": 248, "\u7981\u7528\u8c03\u8bd5api": 248, "cpu\u7279\u5b9a\u4f18\u5316": 248, "\u5229\u7528\u975e\u5747\u5300\u5185\u5b58\u8bbf\u95ee": 248, "numa": 248, "\u63a7\u5236": 248, "\u5229\u7528openmp": 248, "openmp\u8fd0\u884c\u65f6\u5e93": 248, "libiomp": 248, "\u5207\u6362\u5185\u5b58\u5206\u914d\u5668": 248, "\u4f7f\u7528onednn": 248, "graph\u4e0etorchscript\u8fdb\u884c\u63a8\u7406": 248, "\u4f7f\u7528pytorch": 248, "\u529f\u80fd\u5728cpu\u4e0a\u8bad\u7ec3\u6a21\u578b": 248, "\u7279\u5b9a\u4f18\u5316": 248, "\u542f\u7528": 248, "cudnn": 248, "\u81ea\u52a8\u8c03\u4f18\u5668": 248, "\u907f\u514d\u4e0d\u5fc5\u8981\u7684": 248, "\u540c\u6b65": 248, "\u76f4\u63a5\u5728\u76ee\u6807\u8bbe\u5907\u4e0a\u521b\u5efa\u5f20\u91cf": 248, "\u4f7f\u7528\u6df7\u5408\u7cbe\u5ea6\u548c": 248, "\u5728\u8f93\u5165\u957f\u5ea6\u53ef\u53d8\u7684\u60c5\u51b5\u4e0b\u9884\u5206\u914d\u5185\u5b58": 248, "\u5206\u5e03\u5f0f\u4f18\u5316": 248, "\u4f7f\u7528\u9ad8\u6548\u7684\u6570\u636e\u5e76\u884c\u540e\u7aef": 248, "\u5982\u679c\u5728\u4f7f\u7528": 248, "\u548c\u68af\u5ea6\u7d2f\u79ef\u8fdb\u884c\u8bad\u7ec3\u65f6": 248, "\u8df3\u8fc7\u4e0d\u5fc5\u8981\u7684": 248, "reduc": 248, "\u5982\u679c\u4f7f\u7528": 248, "find_unused_paramet": 248, "\u5219\u5728\u6784\u9020\u51fd\u6570\u548c\u6267\u884c\u671f\u95f4\u5339\u914d\u5c42\u7684\u987a\u5e8f": 248, "\u5728\u5206\u5e03\u5f0f\u8bbe\u7f6e\u4e2d\u5e73\u8861\u5de5\u4f5c\u8d1f\u8f7d": 248, "\u4f7f\u7528\u4e0d\u540c\u6a21\u578b\u7684\u53c2\u6570\u5bf9\u6a21\u578b\u8fdb\u884c\u70ed\u542f\u52a8": 249, "b": 249, "\u52a0\u8f7d\u5230\u6a21\u578b": 249, "\u4e2d": 250, "\u662f\u4ec0\u4e48": 250, "\u4e2d\u7684": 250, "\u8bbf\u95ee\u6a21\u578b\u548c\u4f18\u5316\u5668\u7684": 250, "\u52a0\u8f7d\u548c\u6807\u51c6\u5316\u6570\u636e\u96c6": 251, "\u5b9a\u4e49\u635f\u5931\u51fd\u6570\u548c\u4f18\u5316\u5668": 251, "\u5728\u8bad\u7ec3\u7f51\u7edc\u65f6\u6e05\u96f6\u68af\u5ea6": 251, "\u901a\u8fc7\u533a\u57df\u7f16\u8bd1\u51cf\u5c11": 253, "\u51b7\u542f\u52a8\u7f16\u8bd1\u65f6\u95f4": 253, "\u5148\u51b3\u6761\u4ef6": [253, 256], "convers": 254, "runtimeerror": 254, "lookup": 254, "type": 254, "cannot": 254, "rang": 254, "must": 254, "found": 254, "\u6269\u5c55\u540e\u7aef": 255, "\u4f7f\u7528\u793a\u4f8b": 255, "fp32": 255, "bf16": 255, "\u548c\u7528\u6237\u81ea\u5b9a\u4e49\u7684": 256, "triton": 256, "\u5185\u6838": 256, "\u9ad8\u7ea7\u7528\u6cd5": 256, "\u53ef\u7ec4\u5408\u6027\u548c\u9650\u5236": 256, "torch_log": 257, "\u73af\u5883\u8981\u6c42": 258, "\u5982\u4f55\u5bfc\u51fa\u6a21\u578b": 258, "\u6784\u5efa\u548c\u8fd0\u884c\u60a8\u7684": 258, "\u63a8\u7406\u5f15\u64ce": 258, "\u5c06": 259, "stabl": 259, "diffus": 259, "\u6a21\u578b\u90e8\u7f72\u4e3a": 259, "vertex": 259, "ai": 259, "\u7aef\u70b9": 259, "\u521b\u5efa\u81ea\u5b9a\u4e49": 259, "\u5904\u7406\u7a0b\u5e8f": 259, "\u5c06\u6a21\u578b\u5de5\u4ef6\u4e0a\u4f20\u5230": 259, "gc": 259, "\u4f7f\u7528\u6a21\u578b\u5de5\u4ef6\u548c\u9884\u6784\u5efa\u7684": 259, "\u5bb9\u5668\u955c\u50cf\u521b\u5efa": 259, "\u6a21\u578b\u90e8\u7f72\u5230\u7aef\u70b9": 259, "\u4f7f\u7528zeroredundancyoptimizer\u5206\u7247\u4f18\u5316\u5668\u72b6\u6001": 260, "changelog": 261, "wide": 262, "html": 262, "theme": [262, 268], "toc": 262, "test_py_modul": 263, "paragraph": [264, 267], "markup": 264, "inlin": 264, "liter": 264, "quot": 264, "doctest": 264, "emphas": 264, "sidebar": 264, "ch": 264, "ien": 264, "creativ": 264, "footnot": 264, "citat": 264, "glossari": 264, "direct": 264, "center": 264, "figur": 264, "admonit": 264, "And": 264, "rubric": 264, "titl": 264, "replac": 264, "compound": 264, "link": 264, "enumer": 265, "bullet": 265, "second": 265, "But": 265, "deeper": 265, "rabbit": 265, "hole": 265, "hlist": 265, "grid": 265, "giant": 265, "can": 265, "have": 265, "caption": [265, 268], "like": 265, "sticki": 266, "nav": 266, "menu": [266, 268], "11": 266, "12": 266, "13": 266, "14": 266, "15": 266, "16": 266, "17": 266, "18": 266, "19": 266, "20": 266, "submenu": 266, "subsubmenu": 266, "element": 267, "document": [267, 268], "subsect": 267, "subsubsect": 267, "demo": 268, "incred": 268, "git": 269}, "envversion": {"sphinx.domains.c": 2, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 6, "sphinx.domains.index": 1, "sphinx.domains.javascript": 2, "sphinx.domains.math": 2, "sphinx.domains.python": 3, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1, "sphinx": 56}}) \ No newline at end of file +Search.setIndex({"docnames": ["advanced/ONNXLive", "advanced/coding_ddpg", "advanced/cpp_autograd", "advanced/cpp_cuda_graphs", "advanced/cpp_export", "advanced/cpp_extension", "advanced/cpp_frontend", "advanced/ddp_pipeline", "advanced/dispatcher", "advanced/dynamic_quantization_tutorial", "advanced/extend_dispatcher", "advanced/generic_join", "advanced/neural_style_tutorial", "advanced/numpy_extensions_tutorial", "advanced/pendulum", "advanced/privateuseone", "advanced/rpc_ddp_tutorial", "advanced/semi_structured_sparse", "advanced/sharding", "advanced/static_quantization_tutorial", "advanced/super_resolution_with_onnxruntime", "advanced/torch-script-parallelism", "advanced/torch_script_custom_classes", "advanced/torch_script_custom_ops", "advanced/usb_semisup_learn", "beginner/Intro_to_TorchScript_tutorial", "beginner/audio_data_augmentation_tutorial", "beginner/audio_datasets_tutorial", "beginner/audio_feature_augmentation_tutorial", "beginner/audio_feature_extractions_tutorial", "beginner/audio_io_tutorial", "beginner/audio_resampling_tutorial", "beginner/basics/autogradqs_tutorial", "beginner/basics/buildmodel_tutorial", "beginner/basics/data_tutorial", "beginner/basics/index", "beginner/basics/intro", "beginner/basics/optimization_tutorial", "beginner/basics/quickstart_tutorial", "beginner/basics/saveloadrun_tutorial", "beginner/basics/tensorqs_tutorial", "beginner/basics/transforms_tutorial", "beginner/bettertransformer_tutorial", "beginner/blitz/autograd_tutorial", "beginner/blitz/cifar10_tutorial", "beginner/blitz/data_parallel_tutorial", "beginner/blitz/index", "beginner/blitz/neural_networks_tutorial", "beginner/blitz/tensor_tutorial", "beginner/chatbot_tutorial", "beginner/colab", "beginner/data_loading_tutorial", "beginner/dcgan_faces_tutorial", "beginner/ddp_series_fault_tolerance", "beginner/ddp_series_intro", "beginner/ddp_series_multigpu", "beginner/ddp_series_theory", "beginner/deep_learning_60min_blitz", "beginner/deeplabv3_on_android", "beginner/deeplabv3_on_ios", "beginner/deploy_seq2seq_hybrid_frontend_tutorial", "beginner/dist_overview", "beginner/examples_autograd/index", "beginner/examples_autograd/polynomial_autograd", "beginner/examples_autograd/polynomial_custom_function", "beginner/examples_nn/dynamic_net", "beginner/examples_nn/index", "beginner/examples_nn/polynomial_module", "beginner/examples_nn/polynomial_nn", "beginner/examples_nn/polynomial_optim", "beginner/examples_tensor/index", "beginner/examples_tensor/polynomial_numpy", "beginner/examples_tensor/polynomial_tensor", "beginner/fgsm_tutorial", "beginner/finetuning_torchvision_models_tutorial", "beginner/flava_finetuning_tutorial", "beginner/former_torchies/autograd_tutorial_old", "beginner/former_torchies/index", "beginner/former_torchies/nnft_tutorial", "beginner/former_torchies/parallelism_tutorial", "beginner/former_torchies/tensor_tutorial_old", "beginner/former_torchies_tutorial", "beginner/hta_intro_tutorial", "beginner/hta_trace_diff_tutorial", "beginner/hybrid_frontend/index", "beginner/hybrid_frontend/learning_hybrid_frontend_through_example_tutorial", "beginner/hybrid_frontend_tutorial", "beginner/hyperparameter_tuning_tutorial", "beginner/introyt", "beginner/introyt/autogradyt_tutorial", "beginner/introyt/captumyt", "beginner/introyt/index", "beginner/introyt/introyt1_tutorial", "beginner/introyt/modelsyt_tutorial", "beginner/introyt/tensorboardyt_tutorial", "beginner/introyt/tensors_deeper_tutorial", "beginner/introyt/trainingyt", "beginner/knowledge_distillation_tutorial", "beginner/nlp/advanced_tutorial", "beginner/nlp/deep_learning_tutorial", "beginner/nlp/index", "beginner/nlp/pytorch_tutorial", "beginner/nlp/sequence_models_tutorial", "beginner/nlp/word_embeddings_tutorial", "beginner/nn_tutorial", "beginner/onnx/export_simple_model_to_onnx_tutorial", "beginner/onnx/index", "beginner/onnx/intro_onnx", "beginner/onnx/onnx_registry_tutorial", "beginner/profiler", "beginner/ptcheat", "beginner/pytorch_with_examples", "beginner/saving_loading_models", "beginner/t5_tutorial", "beginner/template_tutorial", "beginner/text_sentiment_ngrams_tutorial", "beginner/torchtext_custom_dataset_tutorial", "beginner/transfer_learning_tutorial", "beginner/translation_transformer", "beginner/vt_tutorial", "distributed/home", "index", "intermediate/FSDP_adavnced_tutorial", "intermediate/FSDP_tutorial", "intermediate/TP_tutorial", "intermediate/autograd_saved_tensors_hooks_tutorial", "intermediate/ax_multiobjective_nas_tutorial", "intermediate/char_rnn_classification_tutorial", "intermediate/char_rnn_generation_tutorial", "intermediate/compiled_autograd_tutorial", "intermediate/custom_function_conv_bn_tutorial", "intermediate/custom_function_double_backward_tutorial", "intermediate/ddp_series_minGPT", "intermediate/ddp_series_multinode", "intermediate/ddp_tutorial", "intermediate/dist_pipeline_parallel_tutorial", "intermediate/dist_tuto", "intermediate/dqn_with_rnn_tutorial", "intermediate/dynamic_quantization_bert_tutorial", "intermediate/ensembling", "intermediate/flask_rest_api_tutorial", "intermediate/forced_alignment_with_torchaudio_tutorial", "intermediate/forward_ad_usage", "intermediate/fx_conv_bn_fuser", "intermediate/fx_profiling_tutorial", "intermediate/inductor_debug_cpu", "intermediate/jacobians_hessians", "intermediate/mario_rl_tutorial", "intermediate/memory_format_tutorial", "intermediate/mnist_train_nas", "intermediate/model_parallel_tutorial", "intermediate/neural_tangent_kernels", "intermediate/nvfuser_intro_tutorial", "intermediate/optimizer_step_in_backward_tutorial", "intermediate/parametrizations", "intermediate/per_sample_grads", "intermediate/process_group_cpp_extension_tutorial", "intermediate/pruning_tutorial", "intermediate/quantized_transfer_learning_tutorial", "intermediate/realtime_rpi", "intermediate/reinforcement_ppo", "intermediate/reinforcement_q_learning", "intermediate/rpc_async_execution", "intermediate/rpc_param_server_tutorial", "intermediate/rpc_tutorial", "intermediate/scaled_dot_product_attention_tutorial", "intermediate/seq2seq_translation_tutorial", "intermediate/spatial_transformer_tutorial", "intermediate/speech_recognition_pipeline_tutorial", "intermediate/tensorboard_profiler_tutorial", "intermediate/tensorboard_tutorial", "intermediate/text_to_speech_with_torchaudio", "intermediate/tiatoolbox_tutorial", "intermediate/torch_compile_tutorial", "intermediate/torch_export_nightly_tutorial", "intermediate/torch_export_tutorial", "intermediate/torchrec_tutorial", "intermediate/torchserve_with_ipex", "intermediate/torchserve_with_ipex_2", "intermediate/torchvision_tutorial", "prototype/backend_config_tutorial", "prototype/distributed_rpc_profiling", "prototype/fx_graph_mode_ptq_dynamic", "prototype/fx_graph_mode_ptq_static", "prototype/fx_graph_mode_quant_guide", "prototype/gpu_quantization_torchao_tutorial", "prototype/graph_mode_dynamic_bert_tutorial", "prototype/inductor_cpp_wrapper_tutorial", "prototype/ios_coreml_workflow", "prototype/ios_gpu_workflow", "prototype/maskedtensor_adagrad", "prototype/maskedtensor_advanced_semantics", "prototype/maskedtensor_overview", "prototype/maskedtensor_sparsity", "prototype/nestedtensor", "prototype/nnapi_mobilenetv2", "prototype/numeric_suite_tutorial", "prototype/prototype_index", "prototype/pt2e_quant_ptq", "prototype/pt2e_quant_qat", "prototype/pt2e_quant_x86_inductor", "prototype/pt2e_quantizer", "prototype/semi_structured_sparse", "prototype/skip_param_init", "prototype/torchscript_freezing", "prototype/tracing_based_selective_build", "prototype/vmap_recipe", "prototype/vulkan_workflow", "recipes/amx", "recipes/android_native_app_with_custom_op", "recipes/bundled_inputs", "recipes/compiling_optimizer", "recipes/compiling_optimizer_lr_scheduler", "recipes/cuda_rpc", "recipes/deployment_with_flask", "recipes/distributed_checkpoint_recipe", "recipes/distributed_device_mesh", "recipes/distributed_optim_torchscript", "recipes/distributed_rpc_profiling", "recipes/fuse", "recipes/inference_tuning_on_aws_graviton", "recipes/intel_extension_for_pytorch", "recipes/intel_neural_compressor_for_pytorch", "recipes/mobile_interpreter", "recipes/mobile_perf", "recipes/model_preparation_android", "recipes/model_preparation_ios", "recipes/profile_with_itt", "recipes/ptmobile_recipes_summary", "recipes/quantization", "recipes/recipes/Captum_Recipe", "recipes/recipes/amp_recipe", "recipes/recipes/benchmark", "recipes/recipes/changing_default_device", "recipes/recipes/defining_a_neural_network", "recipes/recipes/dynamic_quantization", "recipes/recipes/index", "recipes/recipes/loading_data_recipe", "recipes/recipes/module_load_state_dict_tips", "recipes/recipes/profiler_recipe", "recipes/recipes/reasoning_about_shapes", "recipes/recipes/save_load_across_devices", "recipes/recipes/saving_and_loading_a_general_checkpoint", "recipes/recipes/saving_and_loading_models_for_inference", "recipes/recipes/saving_multiple_models_in_one_file", "recipes/recipes/swap_tensors", "recipes/recipes/tensorboard_with_pytorch", "recipes/recipes/timer_quick_start", "recipes/recipes/tuning_guide", "recipes/recipes/warmstarting_model_using_parameters_from_a_different_model", "recipes/recipes/what_is_state_dict", "recipes/recipes/zeroing_out_gradients", "recipes/recipes_index", "recipes/regional_compilation", "recipes/script_optimized", "recipes/torch_compile_backend_ipex", "recipes/torch_compile_user_defined_triton_kernel_tutorial", "recipes/torch_logs", "recipes/torchscript_inference", "recipes/torchserve_vertexai_tutorial", "recipes/zero_redundancy_optimizer", "src/pytorch-sphinx-theme/docs/changelog", "src/pytorch-sphinx-theme/docs/configuring", "src/pytorch-sphinx-theme/docs/demo/api", "src/pytorch-sphinx-theme/docs/demo/demo", "src/pytorch-sphinx-theme/docs/demo/lists_tables", "src/pytorch-sphinx-theme/docs/demo/long", "src/pytorch-sphinx-theme/docs/demo/structure", "src/pytorch-sphinx-theme/docs/index", "src/pytorch-sphinx-theme/docs/installing"], "filenames": ["advanced/ONNXLive.rst", "advanced/coding_ddpg.rst", "advanced/cpp_autograd.rst", "advanced/cpp_cuda_graphs.rst", "advanced/cpp_export.rst", "advanced/cpp_extension.rst", "advanced/cpp_frontend.rst", "advanced/ddp_pipeline.rst", "advanced/dispatcher.rst", "advanced/dynamic_quantization_tutorial.rst", "advanced/extend_dispatcher.rst", "advanced/generic_join.rst", "advanced/neural_style_tutorial.rst", "advanced/numpy_extensions_tutorial.rst", "advanced/pendulum.rst", "advanced/privateuseone.rst", "advanced/rpc_ddp_tutorial.rst", "advanced/semi_structured_sparse.rst", "advanced/sharding.rst", "advanced/static_quantization_tutorial.rst", "advanced/super_resolution_with_onnxruntime.rst", "advanced/torch-script-parallelism.rst", "advanced/torch_script_custom_classes.rst", "advanced/torch_script_custom_ops.rst", "advanced/usb_semisup_learn.rst", "beginner/Intro_to_TorchScript_tutorial.rst", "beginner/audio_data_augmentation_tutorial.rst", "beginner/audio_datasets_tutorial.rst", "beginner/audio_feature_augmentation_tutorial.rst", "beginner/audio_feature_extractions_tutorial.rst", "beginner/audio_io_tutorial.rst", "beginner/audio_resampling_tutorial.rst", "beginner/basics/autogradqs_tutorial.rst", "beginner/basics/buildmodel_tutorial.rst", "beginner/basics/data_tutorial.rst", "beginner/basics/index.rst", "beginner/basics/intro.rst", "beginner/basics/optimization_tutorial.rst", "beginner/basics/quickstart_tutorial.rst", "beginner/basics/saveloadrun_tutorial.rst", "beginner/basics/tensorqs_tutorial.rst", "beginner/basics/transforms_tutorial.rst", "beginner/bettertransformer_tutorial.rst", "beginner/blitz/autograd_tutorial.rst", "beginner/blitz/cifar10_tutorial.rst", "beginner/blitz/data_parallel_tutorial.rst", "beginner/blitz/index.rst", "beginner/blitz/neural_networks_tutorial.rst", "beginner/blitz/tensor_tutorial.rst", "beginner/chatbot_tutorial.rst", "beginner/colab.rst", "beginner/data_loading_tutorial.rst", "beginner/dcgan_faces_tutorial.rst", "beginner/ddp_series_fault_tolerance.rst", "beginner/ddp_series_intro.rst", "beginner/ddp_series_multigpu.rst", "beginner/ddp_series_theory.rst", "beginner/deep_learning_60min_blitz.rst", "beginner/deeplabv3_on_android.rst", "beginner/deeplabv3_on_ios.rst", "beginner/deploy_seq2seq_hybrid_frontend_tutorial.rst", "beginner/dist_overview.rst", "beginner/examples_autograd/index.rst", "beginner/examples_autograd/polynomial_autograd.rst", "beginner/examples_autograd/polynomial_custom_function.rst", "beginner/examples_nn/dynamic_net.rst", "beginner/examples_nn/index.rst", "beginner/examples_nn/polynomial_module.rst", "beginner/examples_nn/polynomial_nn.rst", "beginner/examples_nn/polynomial_optim.rst", "beginner/examples_tensor/index.rst", "beginner/examples_tensor/polynomial_numpy.rst", "beginner/examples_tensor/polynomial_tensor.rst", "beginner/fgsm_tutorial.rst", "beginner/finetuning_torchvision_models_tutorial.rst", "beginner/flava_finetuning_tutorial.rst", "beginner/former_torchies/autograd_tutorial_old.rst", "beginner/former_torchies/index.rst", "beginner/former_torchies/nnft_tutorial.rst", "beginner/former_torchies/parallelism_tutorial.rst", "beginner/former_torchies/tensor_tutorial_old.rst", "beginner/former_torchies_tutorial.rst", "beginner/hta_intro_tutorial.rst", "beginner/hta_trace_diff_tutorial.rst", "beginner/hybrid_frontend/index.rst", "beginner/hybrid_frontend/learning_hybrid_frontend_through_example_tutorial.rst", "beginner/hybrid_frontend_tutorial.rst", "beginner/hyperparameter_tuning_tutorial.rst", "beginner/introyt.rst", "beginner/introyt/autogradyt_tutorial.rst", "beginner/introyt/captumyt.rst", "beginner/introyt/index.rst", "beginner/introyt/introyt1_tutorial.rst", "beginner/introyt/modelsyt_tutorial.rst", "beginner/introyt/tensorboardyt_tutorial.rst", "beginner/introyt/tensors_deeper_tutorial.rst", "beginner/introyt/trainingyt.rst", "beginner/knowledge_distillation_tutorial.rst", "beginner/nlp/advanced_tutorial.rst", "beginner/nlp/deep_learning_tutorial.rst", "beginner/nlp/index.rst", "beginner/nlp/pytorch_tutorial.rst", "beginner/nlp/sequence_models_tutorial.rst", "beginner/nlp/word_embeddings_tutorial.rst", "beginner/nn_tutorial.rst", "beginner/onnx/export_simple_model_to_onnx_tutorial.rst", "beginner/onnx/index.rst", "beginner/onnx/intro_onnx.rst", "beginner/onnx/onnx_registry_tutorial.rst", "beginner/profiler.rst", "beginner/ptcheat.rst", "beginner/pytorch_with_examples.rst", "beginner/saving_loading_models.rst", "beginner/t5_tutorial.rst", "beginner/template_tutorial.rst", "beginner/text_sentiment_ngrams_tutorial.rst", "beginner/torchtext_custom_dataset_tutorial.rst", "beginner/transfer_learning_tutorial.rst", "beginner/translation_transformer.rst", "beginner/vt_tutorial.rst", "distributed/home.rst", "index.rst", "intermediate/FSDP_adavnced_tutorial.rst", "intermediate/FSDP_tutorial.rst", "intermediate/TP_tutorial.rst", "intermediate/autograd_saved_tensors_hooks_tutorial.rst", "intermediate/ax_multiobjective_nas_tutorial.rst", "intermediate/char_rnn_classification_tutorial.rst", "intermediate/char_rnn_generation_tutorial.rst", "intermediate/compiled_autograd_tutorial.rst", "intermediate/custom_function_conv_bn_tutorial.rst", "intermediate/custom_function_double_backward_tutorial.rst", "intermediate/ddp_series_minGPT.rst", "intermediate/ddp_series_multinode.rst", "intermediate/ddp_tutorial.rst", "intermediate/dist_pipeline_parallel_tutorial.rst", "intermediate/dist_tuto.rst", "intermediate/dqn_with_rnn_tutorial.rst", "intermediate/dynamic_quantization_bert_tutorial.rst", "intermediate/ensembling.rst", "intermediate/flask_rest_api_tutorial.rst", "intermediate/forced_alignment_with_torchaudio_tutorial.rst", "intermediate/forward_ad_usage.rst", "intermediate/fx_conv_bn_fuser.rst", "intermediate/fx_profiling_tutorial.rst", "intermediate/inductor_debug_cpu.rst", "intermediate/jacobians_hessians.rst", "intermediate/mario_rl_tutorial.rst", "intermediate/memory_format_tutorial.rst", "intermediate/mnist_train_nas.rst", "intermediate/model_parallel_tutorial.rst", "intermediate/neural_tangent_kernels.rst", "intermediate/nvfuser_intro_tutorial.rst", "intermediate/optimizer_step_in_backward_tutorial.rst", "intermediate/parametrizations.rst", "intermediate/per_sample_grads.rst", "intermediate/process_group_cpp_extension_tutorial.rst", "intermediate/pruning_tutorial.rst", "intermediate/quantized_transfer_learning_tutorial.rst", "intermediate/realtime_rpi.rst", "intermediate/reinforcement_ppo.rst", "intermediate/reinforcement_q_learning.rst", "intermediate/rpc_async_execution.rst", "intermediate/rpc_param_server_tutorial.rst", "intermediate/rpc_tutorial.rst", "intermediate/scaled_dot_product_attention_tutorial.rst", "intermediate/seq2seq_translation_tutorial.rst", "intermediate/spatial_transformer_tutorial.rst", "intermediate/speech_recognition_pipeline_tutorial.rst", "intermediate/tensorboard_profiler_tutorial.rst", "intermediate/tensorboard_tutorial.rst", "intermediate/text_to_speech_with_torchaudio.rst", "intermediate/tiatoolbox_tutorial.rst", "intermediate/torch_compile_tutorial.rst", "intermediate/torch_export_nightly_tutorial.rst", "intermediate/torch_export_tutorial.rst", "intermediate/torchrec_tutorial.rst", "intermediate/torchserve_with_ipex.rst", "intermediate/torchserve_with_ipex_2.rst", "intermediate/torchvision_tutorial.rst", "prototype/backend_config_tutorial.rst", "prototype/distributed_rpc_profiling.rst", "prototype/fx_graph_mode_ptq_dynamic.rst", "prototype/fx_graph_mode_ptq_static.rst", "prototype/fx_graph_mode_quant_guide.rst", "prototype/gpu_quantization_torchao_tutorial.rst", "prototype/graph_mode_dynamic_bert_tutorial.rst", "prototype/inductor_cpp_wrapper_tutorial.rst", "prototype/ios_coreml_workflow.rst", "prototype/ios_gpu_workflow.rst", "prototype/maskedtensor_adagrad.rst", "prototype/maskedtensor_advanced_semantics.rst", "prototype/maskedtensor_overview.rst", "prototype/maskedtensor_sparsity.rst", "prototype/nestedtensor.rst", "prototype/nnapi_mobilenetv2.rst", "prototype/numeric_suite_tutorial.rst", "prototype/prototype_index.rst", "prototype/pt2e_quant_ptq.rst", "prototype/pt2e_quant_qat.rst", "prototype/pt2e_quant_x86_inductor.rst", "prototype/pt2e_quantizer.rst", "prototype/semi_structured_sparse.rst", "prototype/skip_param_init.rst", "prototype/torchscript_freezing.rst", "prototype/tracing_based_selective_build.rst", "prototype/vmap_recipe.rst", "prototype/vulkan_workflow.rst", "recipes/amx.rst", "recipes/android_native_app_with_custom_op.rst", "recipes/bundled_inputs.rst", "recipes/compiling_optimizer.rst", "recipes/compiling_optimizer_lr_scheduler.rst", "recipes/cuda_rpc.rst", "recipes/deployment_with_flask.rst", "recipes/distributed_checkpoint_recipe.rst", "recipes/distributed_device_mesh.rst", "recipes/distributed_optim_torchscript.rst", "recipes/distributed_rpc_profiling.rst", "recipes/fuse.rst", "recipes/inference_tuning_on_aws_graviton.rst", "recipes/intel_extension_for_pytorch.rst", "recipes/intel_neural_compressor_for_pytorch.rst", "recipes/mobile_interpreter.rst", "recipes/mobile_perf.rst", "recipes/model_preparation_android.rst", "recipes/model_preparation_ios.rst", "recipes/profile_with_itt.rst", "recipes/ptmobile_recipes_summary.rst", "recipes/quantization.rst", "recipes/recipes/Captum_Recipe.rst", "recipes/recipes/amp_recipe.rst", "recipes/recipes/benchmark.rst", "recipes/recipes/changing_default_device.rst", "recipes/recipes/defining_a_neural_network.rst", "recipes/recipes/dynamic_quantization.rst", "recipes/recipes/index.rst", "recipes/recipes/loading_data_recipe.rst", "recipes/recipes/module_load_state_dict_tips.rst", "recipes/recipes/profiler_recipe.rst", "recipes/recipes/reasoning_about_shapes.rst", "recipes/recipes/save_load_across_devices.rst", "recipes/recipes/saving_and_loading_a_general_checkpoint.rst", "recipes/recipes/saving_and_loading_models_for_inference.rst", "recipes/recipes/saving_multiple_models_in_one_file.rst", "recipes/recipes/swap_tensors.rst", "recipes/recipes/tensorboard_with_pytorch.rst", "recipes/recipes/timer_quick_start.rst", "recipes/recipes/tuning_guide.rst", "recipes/recipes/warmstarting_model_using_parameters_from_a_different_model.rst", "recipes/recipes/what_is_state_dict.rst", "recipes/recipes/zeroing_out_gradients.rst", "recipes/recipes_index.rst", "recipes/regional_compilation.rst", "recipes/script_optimized.rst", "recipes/torch_compile_backend_ipex.rst", "recipes/torch_compile_user_defined_triton_kernel_tutorial.rst", "recipes/torch_logs.rst", "recipes/torchscript_inference.rst", "recipes/torchserve_vertexai_tutorial.rst", "recipes/zero_redundancy_optimizer.rst", "src/pytorch-sphinx-theme/docs/changelog.rst", "src/pytorch-sphinx-theme/docs/configuring.rst", "src/pytorch-sphinx-theme/docs/demo/api.rst", "src/pytorch-sphinx-theme/docs/demo/demo.rst", "src/pytorch-sphinx-theme/docs/demo/lists_tables.rst", "src/pytorch-sphinx-theme/docs/demo/long.rst", "src/pytorch-sphinx-theme/docs/demo/structure.rst", "src/pytorch-sphinx-theme/docs/index.rst", "src/pytorch-sphinx-theme/docs/installing.rst"], "titles": ["ONNX Live Tutorial", "TorchRL objectives: Coding a DDPG loss", "Autograd in C++ Frontend", "Using CUDA Graphs in PyTorch C++ API", "\u5728 C++ \u4e2d\u52a0\u8f7d TorchScript \u6a21\u578b", "Custom C++ and CUDA Extensions", "Using the PyTorch C++ Frontend", "Training Transformer models using Distributed Data Parallel and Pipeline Parallelism", "Registering a Dispatched Operator in C++", "(beta) Dynamic Quantization on an LSTM Word Language Model", "Extending dispatcher for a new backend in C++", "Distributed Training with Uneven Inputs Using the Join Context Manager", "Neural Transfer Using PyTorch", "Creating Extensions Using NumPy and SciPy", "Pendulum\uff1a\u4f7f\u7528 TorchRL \u7f16\u5199\u73af\u5883\u548ctransforms", "Facilitating New Backend Integration by PrivateUse1", "Combining Distributed DataParallel with Distributed RPC Framework", "(beta) Accelerating BERT with semi-structured (2:4) sparsity", "Exploring TorchRec sharding", "(beta) Static Quantization with Eager Mode in PyTorch", "(optional) PyTorch \u6a21\u578b\u5bfc\u51fa\u5230 ONNX \u5e76\u4f7f\u7528 ONNX Runtime \u8fd0\u884c", "Dynamic Parallelism in TorchScript", "Extending TorchScript with Custom C++ Classes", "Extending TorchScript with Custom C++ Operators", "Semi-Supervised Learning using USB built upon PyTorch", "TorchScript \u4ecb\u7ecd", "\u97f3\u9891\u6570\u636e\u589e\u5f3a", "\u97f3\u9891\u6570\u636e\u96c6", "\u97f3\u9891\u7279\u5f81\u589e\u5f3a", "\u97f3\u9891\u7279\u5f81\u63d0\u53d6", "\u97f3\u9891 I/O", "Audio \u91cd\u91c7\u6837", "\u81ea\u52a8\u5fae\u5206", "\u6784\u5efa\u795e\u7ecf\u7f51\u7edc", "\u6570\u636e\u96c6\u4e0e\u6570\u636e\u52a0\u8f7d\u5668", "Learn the Basics", "\u57fa\u7840\u77e5\u8bc6", "\u4f18\u5316\u6a21\u578b\u53c2\u6570", "\u5feb\u901f\u5165\u95e8", "\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b", "\u5f20\u91cf", "Transforms", "\u4f7f\u7528 Better Transformer \u8fdb\u884c\u5feb\u901f Transformer \u63a8\u65ad", "A Gentle Introduction to torch.autograd", "Training a Classifier", "Optional: Data Parallelism", "Deep Learning with PyTorch: A 60 Minute Blitz", "Neural Networks", "Tensors", "Chatbot Tutorial", "Running Tutorials in Google Colab", "Writing Custom Datasets, DataLoaders and Transforms", "DCGAN \u6559\u7a0b", "Fault-tolerant Distributed Training with torchrun", "PyTorch \u5206\u5e03\u5f0f\u5e76\u884c - Video Tutorials", "\u4f7f\u7528 DDP \u8fdb\u884c\u591a GPU \u8bad\u7ec3", "What is Distributed Data Parallel (DDP)", "PyTorch \u6df1\u5ea6\u5b66\u4e60\uff1a60\u5206\u949f\u5165\u95e8", "Image Segmentation DeepLabV3 on Android", "Image Segmentation DeepLabV3 on iOS", "Deploying a Seq2Seq Model with TorchScript", "PyTorch \u5206\u5e03\u5f0f\u6982\u8ff0", "<no title>", "PyTorch: Tensors and autograd", "PyTorch: Defining New autograd Functions", "PyTorch: Control Flow + Weight Sharing", "<no title>", "PyTorch: Custom nn Modules", "PyTorch: nn", "PyTorch: optim", "<no title>", "Warm-up: numpy", "PyTorch\uff1a\u5f20\u91cf(Tensors)", "\u5bf9\u6297\u6837\u672c\u751f\u6210", "Finetuning Torchvision Models", "TorchMultimodal \u6559\u7a0b\uff1a\u5fae\u8c03 FLAVA", "Autograd", "<no title>", "nn package", "Multi-GPU Examples", "Tensors", "PyTorch for Former Torch Users", "Holistic Trace Analysis \u4ecb\u7ecd", "Holistic Trace Analysis \u5dee\u5f02\u5206\u6790", "<no title>", "Learning Hybrid Frontend Syntax Through Example", "Hybrid Frontend \u6559\u7a0b", "Ray Tune \u8d85\u53c2\u6570\u8c03\u4f18", "PyTorch \u4ecb\u7ecd - YouTube", "\u81ea\u52a8\u5fae\u5206\u57fa\u7840", "\u4f7f\u7528 Captum \u8fdb\u884c\u6a21\u578b\u7406\u89e3", "Introduction to PyTorch on YouTube", "PyTorch \u7b80\u4ecb", "\u4f7f\u7528 PyTorch \u6784\u5efa\u6a21\u578b", "PyTorch TensorBoard \u652f\u6301", "PyTorch Tensors \u4ecb\u7ecd", "\u4f7f\u7528 PyTorch \u8bad\u7ec3\u6a21\u578b", "Knowledge Distillation \u6559\u7a0b", "Advanced: Making Dynamic Decisions and the Bi-LSTM CRF", "Deep Learning with PyTorch", "Deep Learning for NLP with Pytorch", "Introduction to PyTorch", "Sequence Models and Long Short-Term Memory Networks", "Word Embeddings: Encoding Lexical Semantics", "torch.nn \u5177\u4f53\u662f\u4ec0\u4e48?", "Export a PyTorch model to ONNX", "ONNX", "ONNX \u4ecb\u7ecd", "Extending the ONNX Registry", "PyTorch \u6a21\u578b\u5206\u6790", "PyTorch Cheat Sheet", "\u8ddf\u7740\u793a\u4f8b\u5b66\u4e60 PyTorch", "Saving and Loading Models", "T5-Base Model for Summarization, Sentiment Classification, and Translation", "Template Tutorial", "torchtext \u6587\u672c\u5206\u7c7b", "Torchtext \u9884\u5904\u7406\u81ea\u5b9a\u4e49\u6587\u672c\u6570\u636e\u96c6", "\u8ba1\u7b97\u673a\u89c6\u89c9\u8fc1\u79fb\u5b66\u4e60\u6559\u7a0b", "\u6570\u636e\u83b7\u53d6\u548c\u5904\u7406", "\u4f18\u5316\u89c6\u89c9 Transformer \u6a21\u578b", "Distributed and Parallel Training Tutorials", "\u6b22\u8fce\u6765\u5230 PyTorch \u6559\u7a0b", "Advanced Model Training with Fully Sharded Data Parallel (FSDP)", "Getting Started with Fully Sharded Data Parallel(FSDP)", "Large Scale Transformer model training with Tensor Parallel (TP)", "Hooks for autograd saved tensors", "Multi-Objective NAS with Ax", "\u4ece\u96f6\u5f00\u59cb\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff1a\u5b57\u7b26\u7ea7 RNN \u8fdb\u884c\u59d3\u540d\u5206\u7c7b", "\u4ece\u96f6\u5f00\u59cb\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff1a\u5b57\u7b26\u7ea7 RNN \u751f\u6210\u59d3\u540d", "Compiled Autograd: \u4e3a torch.compile \u6355\u83b7\u66f4\u5927\u7684\u540e\u5411\u56fe", "Fusing Convolution and Batch Norm using Custom Function", "Double Backward with Custom Functions", "Training \u201creal-world\u201d models with DDP", "Multinode Training", "Getting Started with Distributed Data Parallel", "Distributed Pipeline Parallelism Using RPC", "Writing Distributed Applications with PyTorch", "Recurrent DQN: Training recurrent policies", "(beta) Dynamic Quantization on BERT", "Model ensembling", "API \u5b9a\u4e49", "Wav2Vec2 \u5f3a\u5236\u5bf9\u9f50", "Forward-mode Automatic Differentiation (Beta)", "(beta) Building a Convolution/Batch Norm fuser in FX", "(beta) Building a Simple CPU Performance Profiler with FX", "Inductor CPU backend debugging and profiling", "Jacobians, Hessians, hvp, vhp, and more: composing function transforms", "\u8bad\u7ec3\u4e00\u4e2a\u9a6c\u91cc\u5965\u6e38\u620f\u7684 RL Agent", "(beta) Channels Last Memory Format in PyTorch", "<no title>", "Single-Machine Model Parallel Best Practices", "Neural Tangent Kernels", "Getting Started - Accelerate Your Scripts with nvFuser", "How to save memory by fusing the optimizer step into the backward pass", "Parametrizations Tutorial", "Per-sample-gradients", "Customize Process Group Backends Using Cpp Extensions", "Pruning Tutorial", "(beta) Quantized Transfer Learning for Computer Vision Tutorial", "\u5728 Raspberry Pi 4 \u4e0a\u8fdb\u884c\u5b9e\u65f6\u63a8\u7406 (30 fps!)", "\u4f7f\u7528 TorchRL \u5f3a\u5316\u5b66\u4e60 (PPO) \u6559\u7a0b", "\u5f3a\u5316\u5b66\u4e60 (DQN) \u6559\u7a0b", "Implementing Batch RPC Processing Using Asynchronous Executions", "Implementing a Parameter Server Using Distributed RPC Framework", "Getting Started with Distributed RPC Framework", "(Beta) Implementing High-Performance Transformers with Scaled Dot Product Attention (SDPA)", "\u4ece\u96f6\u5f00\u59cb\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff1a\u5e8f\u5217\u5230\u5e8f\u5217\u7f51\u7edc\u548c\u6ce8\u610f\u529b\u673a\u5236\u8fdb\u884c\u7ffb\u8bd1", "Spatial Transformer Networks \u6559\u7a0b", "Wav2Vec2 \u8fdb\u884c\u8bed\u97f3\u8bc6\u522b", "PyTorch Profiler With TensorBoard", "TensorBoard \u53ef\u89c6\u5316\u6a21\u578b\u3001\u6570\u636e\u548c\u8bad\u7ec3", "Tacotron2 \u6587\u672c\u8f6c\u8bed\u97f3", "PyTorch \u548c TIAToolbox \u8fdb\u884c\u5168\u5207\u7247\u56fe\u50cf\u5206\u7c7b", "Introduction to torch.compile", "torch.export Nightly Tutorial", "torch.export Tutorial", "Introduction to TorchRec", "Grokking PyTorch Intel CPU performance from first principles", "Grokking PyTorch Intel CPU performance from first principles (Part 2)", "TorchVision \u5bf9\u8c61\u68c0\u6d4b\u5fae\u8c03\u6559\u7a0b", "(prototype) PyTorch BackendConfig Tutorial", "Profiling PyTorch RPC-Based Workloads", "(prototype) FX Graph Mode Post Training Dynamic Quantization", "(prototype) FX Graph Mode Post Training Static Quantization", "(prototype) FX Graph Mode Quantization User Guide", "(prototype) GPU Quantization with TorchAO", "(prototype) Graph Mode Dynamic Quantization on BERT", "Inductor C++ Wrapper Tutorial", "(Prototype) Convert Mobilenetv2 to Core ML", "(Prototype) Use iOS GPU in PyTorch", "(Prototype) Efficiently writing \u201csparse\u201d semantics for Adagrad with MaskedTensor", "(Prototype) MaskedTensor Advanced Semantics", "(Prototype) MaskedTensor Overview", "(Prototype) MaskedTensor Sparsity", "Getting Started with Nested Tensors", "(Beta) Convert MobileNetV2 to NNAPI", "PyTorch Numeric Suite Tutorial", "PyTorch Prototype Recipes", "(prototype) PyTorch 2 Export Post Training Quantization", "(prototype) PyTorch 2 Export Quantization-Aware Training (QAT)", "PyTorch 2 Export Quantization with X86 Backend through Inductor", "How to Write a Quantizer for PyTorch 2 Export Quantization", "(prototype) Accelerating BERT with semi-structured (2:4) sparsity", "Skipping Module Parameter Initialization", "Model Freezing in TorchScript", "(prototype) Tracing-based Selective Build Mobile Interpreter in Android and iOS", "torch.vmap", "PyTorch Vulkan Backend User Workflow", "\u5229\u7528\u82f1\u7279\u5c14\u00ae\u9ad8\u7ea7\u77e9\u9635\u6269\u5c55(Intel\u00ae Advanced Matrix Extensions)", "Making Native Android Application that uses PyTorch prebuilt libraries", "(beta) Bundling inputs to PyTorch Models", "(beta) \u4f7f\u7528 torch.compile \u7f16\u8bd1\u4f18\u5316\u5668", "(beta) Running the compiled optimizer with an LR Scheduler", "\u4f7f\u7528TensorPipe CUDA RPC\u8fdb\u884c\u8bbe\u5907\u5230\u8bbe\u5907\u901a\u4fe1", "\u4f7f\u7528 Flask \u8fdb\u884c\u90e8\u7f72", "\u5206\u5e03\u5f0f\u68c0\u67e5\u70b9 (DCP) \u5165\u95e8", "\u5f00\u59cb\u4f7f\u7528 DeviceMesh", "\u652f\u6301 TorchScript \u7684\u5206\u5e03\u5f0f\u4f18\u5316\u5668", "Profiling PyTorch RPC-Based Workloads", "Fuse Modules Recipe", "(Beta) PyTorch\u5728AWS Graviton\u5904\u7406\u5668\u4e0a\u7684\u63a8\u7406\u6027\u80fd\u4f18\u5316", "Intel\u00ae Extension for PyTorch*", "\u4f7f\u7528Intel\u00ae Neural Compressor\u5b9e\u73b0PyTorch\u7684\u7b80\u6613\u91cf\u5316", "(beta) Efficient mobile interpreter in Android and iOS", "Pytorch Mobile Performance Recipes", "Model Preparation for Android Recipe", "Model Preparation for iOS Recipe", "\u4f7f\u7528 Instrumentation and Tracing Technology (ITT) API \u5206\u6790 PyTorch \u5de5\u4f5c\u8d1f\u8f7d", "Summary of PyTorch Mobile Recipes", "Quantization Recipe", "\u4f7f\u7528 Captum \u8fdb\u884c\u6a21\u578b\u53ef\u89e3\u91ca\u6027", "\u81ea\u52a8\u6df7\u5408\u7cbe\u5ea6", "PyTorch Benchmark", "Changing default device", "PyTorch \u521b\u5efa\u795e\u7ecf\u7f51\u7edc", "\u52a8\u6001\u91cf\u5316", "PyTorch Recipes", "PyTorch \u52a0\u8f7d\u6570\u636e", "\u4ece\u68c0\u67e5\u70b9\u52a0\u8f7d nn.Module \u7684\u6280\u5de7", "PyTorch Profiler", "\u5728PyTorch\u4e2d\u63a8\u7406\u5f62\u72b6", "PyTorch \u4e2d\u8de8\u8bbe\u5907\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b", "PyTorch \u4fdd\u5b58\u548c\u52a0\u8f7d\u901a\u7528\u68c0\u67e5\u70b9", "PyTorch \u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b", "PyTorch \u5728\u4e00\u4e2a\u6587\u4ef6\u4e2d\u4fdd\u5b58\u548c\u52a0\u8f7d\u591a\u4e2a\u6a21\u578b", "\u5728 nn.Module \u4e2d\u4e3a load_state_dict \u548c\u5f20\u91cf\u5b50\u7c7b\u63d0\u4f9b\u6269\u5c55\u70b9", "\u5982\u4f55\u5728PyTorch\u4e2d\u4f7f\u7528TensorBoard", "Timer\u5feb\u901f\u5165\u95e8", "\u6027\u80fd\u8c03\u4f18\u6307\u5357", "PyTorch \u4f7f\u7528\u4e0d\u540c\u6a21\u578b\u7684\u53c2\u6570\u5bf9\u6a21\u578b\u8fdb\u884c\u70ed\u542f\u52a8", "PyTorch \u4e2d state_dict \u662f\u4ec0\u4e48", "\u4ecb\u7ecd", "PyTorch \u793a\u4f8b", "\u901a\u8fc7\u533a\u57df\u7f16\u8bd1\u51cf\u5c11 torch.compile \u51b7\u542f\u52a8\u7f16\u8bd1\u65f6\u95f4", "Script and Optimize for Mobile Recipe", "Intel\u00ae PyTorch* \u6269\u5c55\u540e\u7aef", "\u4f7f\u7528 torch.compile \u548c\u7528\u6237\u81ea\u5b9a\u4e49\u7684 Triton \u5185\u6838", "(Beta) \u4f7f\u7528 TORCH_LOGS python API \u4e0e torch.compile", "TorchScript \u90e8\u7f72", "\u5c06 PyTorch Stable Diffusion \u6a21\u578b\u90e8\u7f72\u4e3a Vertex AI \u7aef\u70b9", "\u4f7f\u7528ZeroRedundancyOptimizer\u5206\u7247\u4f18\u5316\u5668\u72b6\u6001", "Changelog", "Configuration", "5. test_py_module", "3. Paragraph Level Markup", "4. Lists & Tables", "1. Long Sticky Nav", "1. Structural Elements", "<no title>", "Installation"], "terms": {"thi": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 37, 40, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 58, 59, 60, 61, 63, 64, 65, 67, 68, 69, 72, 73, 74, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 87, 97, 98, 99, 100, 101, 102, 103, 105, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 123, 124, 125, 126, 127, 128, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 150, 151, 152, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 209, 210, 211, 212, 218, 219, 221, 223, 224, 225, 226, 228, 229, 233, 239, 241, 242, 254, 262, 263, 264, 266, 267], "show": [0, 1, 5, 10, 11, 12, 14, 17, 18, 19, 22, 24, 34, 42, 44, 51, 52, 58, 59, 61, 73, 75, 82, 83, 85, 87, 90, 104, 108, 109, 113, 115, 116, 117, 118, 119, 121, 123, 126, 127, 128, 130, 131, 134, 135, 137, 139, 140, 145, 146, 148, 150, 156, 158, 159, 160, 161, 162, 164, 166, 167, 169, 170, 172, 173, 174, 175, 177, 178, 180, 183, 186, 188, 189, 190, 195, 196, 198, 199, 202, 205, 209, 212, 221, 223, 224, 226, 229, 232, 262, 264], "you": [0, 1, 2, 4, 5, 6, 8, 9, 10, 11, 12, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 25, 31, 32, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 55, 57, 58, 59, 60, 61, 64, 65, 67, 68, 73, 75, 76, 78, 81, 82, 85, 86, 87, 95, 97, 98, 99, 100, 101, 102, 103, 105, 108, 109, 111, 112, 113, 114, 117, 118, 119, 120, 121, 122, 123, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 150, 151, 153, 154, 155, 156, 157, 158, 159, 160, 161, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 176, 177, 179, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 198, 199, 200, 201, 202, 203, 205, 206, 207, 209, 210, 214, 221, 223, 224, 225, 226, 229, 233, 241, 242, 254, 262, 264, 265, 266], "neural": [0, 2, 5, 13, 14, 17, 20, 32, 35, 43, 46, 49, 51, 57, 60, 68, 73, 78, 79, 81, 97, 98, 99, 100, 101, 102, 103, 105, 107, 111, 116, 117, 119, 121, 126, 127, 128, 130, 137, 150, 157, 160, 161, 163, 166, 167, 170, 172, 178, 188, 195, 197, 200, 202, 221, 227, 236, 252], "ha": [0, 1, 2, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 17, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 42, 43, 44, 47, 49, 50, 58, 59, 60, 61, 63, 68, 73, 74, 75, 76, 78, 80, 83, 85, 87, 97, 98, 99, 101, 102, 103, 104, 105, 108, 109, 111, 113, 115, 116, 117, 118, 119, 121, 122, 123, 124, 125, 126, 130, 131, 132, 133, 136, 137, 138, 139, 141, 143, 145, 146, 148, 151, 152, 153, 154, 157, 158, 159, 160, 161, 164, 165, 166, 168, 169, 170, 171, 172, 174, 175, 176, 177, 178, 179, 181, 183, 184, 185, 186, 188, 190, 191, 192, 193, 194, 196, 198, 199, 201, 202, 203, 204, 209, 212, 218, 221, 224, 229, 233, 254, 264, 265], "been": [0, 1, 3, 4, 6, 7, 9, 14, 15, 17, 20, 21, 22, 23, 25, 26, 27, 28, 29, 30, 31, 42, 50, 58, 59, 69, 73, 74, 80, 83, 85, 87, 101, 102, 105, 113, 119, 123, 128, 130, 131, 132, 136, 137, 141, 143, 144, 145, 146, 151, 152, 153, 154, 157, 159, 160, 161, 165, 168, 169, 170, 171, 172, 174, 175, 177, 178, 181, 183, 188, 190, 193, 194, 199, 200, 201, 202, 212, 218, 221, 265], "export": [0, 4, 8, 20, 21, 23, 47, 60, 85, 106, 107, 108, 110, 121, 133, 134, 138, 145, 165, 173, 197, 204, 205, 208, 209, 210, 220, 223, 231, 248, 258, 259], "from": [0, 1, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 33, 34, 37, 38, 41, 42, 44, 45, 47, 48, 49, 51, 52, 53, 55, 58, 59, 60, 61, 63, 64, 67, 68, 69, 73, 75, 76, 78, 80, 82, 83, 85, 87, 90, 92, 94, 96, 97, 98, 99, 100, 101, 102, 103, 104, 107, 108, 109, 110, 111, 113, 114, 115, 116, 117, 118, 119, 121, 122, 123, 124, 125, 126, 127, 128, 130, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 173, 174, 175, 180, 182, 183, 184, 185, 186, 188, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 205, 206, 207, 209, 210, 214, 215, 216, 217, 219, 220, 221, 222, 223, 224, 225, 226, 229, 230, 232, 236, 238, 239, 246, 247, 252, 253, 254, 256, 259, 260, 262, 263, 264, 265], "appl": [0, 98, 102, 177, 185, 188, 189], "format": [0, 1, 5, 7, 9, 12, 16, 17, 19, 20, 23, 25, 51, 52, 58, 59, 60, 87, 94, 95, 96, 97, 107, 108, 110, 115, 119, 121, 122, 123, 130, 136, 138, 144, 145, 157, 158, 159, 162, 164, 167, 169, 170, 172, 174, 175, 177, 179, 182, 183, 186, 188, 189, 190, 192, 193, 195, 198, 199, 201, 202, 204, 217, 221, 222, 225, 226, 229, 231, 235, 237, 248, 258, 264, 265], "us": [0, 1, 4, 8, 9, 10, 14, 15, 16, 17, 18, 19, 21, 32, 33, 38, 42, 44, 45, 47, 48, 49, 51, 52, 54, 55, 56, 57, 58, 59, 61, 63, 64, 65, 67, 68, 69, 72, 73, 75, 76, 78, 79, 80, 81, 82, 83, 85, 87, 95, 97, 98, 99, 100, 101, 102, 103, 107, 108, 110, 111, 114, 115, 117, 118, 120, 121, 122, 124, 125, 126, 127, 128, 129, 131, 133, 136, 138, 140, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 157, 158, 159, 160, 161, 166, 167, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 184, 185, 186, 187, 188, 190, 191, 193, 194, 195, 196, 197, 198, 199, 200, 202, 203, 204, 205, 206, 210, 211, 212, 219, 220, 221, 225, 226, 228, 231, 232, 233, 236, 247, 252, 259, 260, 262, 263, 264, 265], "allow": [0, 1, 2, 4, 5, 6, 7, 8, 10, 11, 12, 14, 19, 22, 23, 24, 25, 32, 43, 49, 50, 51, 52, 53, 60, 61, 79, 82, 83, 85, 87, 97, 99, 101, 102, 103, 105, 108, 113, 119, 122, 123, 124, 126, 128, 131, 136, 137, 138, 140, 143, 147, 148, 151, 153, 154, 156, 157, 158, 160, 161, 162, 164, 165, 166, 167, 172, 173, 174, 175, 176, 177, 178, 179, 186, 187, 190, 191, 194, 196, 198, 199, 200, 201, 207, 209, 229, 262], "easili": [0, 1, 5, 12, 19, 24, 45, 60, 61, 73, 95, 97, 109, 112, 118, 119, 122, 124, 126, 134, 136, 143, 144, 145, 151, 157, 160, 161, 164, 172, 173, 174, 175, 177, 178, 179, 183, 185, 203], "deep": [0, 1, 6, 12, 13, 25, 47, 49, 52, 60, 69, 97, 101, 103, 117, 119, 120, 121, 127, 128, 130, 138, 145, 146, 147, 154, 157, 158, 161, 166, 172, 176, 178, 212, 219, 222, 227, 262], "learn": [0, 1, 4, 6, 7, 9, 13, 14, 17, 20, 21, 25, 43, 45, 47, 49, 51, 52, 53, 54, 55, 56, 57, 60, 61, 69, 73, 79, 81, 82, 84, 86, 87, 97, 101, 103, 104, 105, 107, 108, 112, 113, 114, 115, 116, 121, 122, 123, 126, 127, 128, 129, 132, 133, 134, 136, 137, 145, 146, 149, 153, 154, 155, 157, 159, 160, 161, 163, 166, 167, 170, 172, 174, 175, 176, 178, 179, 185, 190, 191, 192, 193, 194, 197, 198, 200, 201, 202, 204, 205, 209, 212, 217, 222, 224], "devic": [0, 1, 3, 6, 7, 8, 9, 10, 11, 14, 16, 18, 19, 20, 23, 24, 25, 33, 38, 40, 42, 43, 44, 45, 48, 49, 50, 52, 53, 55, 56, 58, 59, 60, 61, 63, 64, 72, 73, 79, 80, 87, 89, 95, 97, 99, 104, 105, 110, 111, 115, 117, 118, 120, 121, 123, 124, 125, 126, 130, 133, 134, 135, 136, 137, 138, 139, 145, 147, 148, 150, 151, 153, 155, 157, 158, 159, 160, 161, 163, 164, 165, 166, 167, 169, 175, 176, 179, 180, 182, 183, 185, 186, 187, 188, 189, 194, 195, 198, 199, 200, 202, 203, 209, 211, 212, 213, 215, 219, 220, 221, 224, 229, 231, 232, 236, 240, 241, 245, 248, 253, 254, 256, 257, 260], "case": [0, 1, 2, 3, 4, 5, 6, 8, 10, 11, 13, 14, 16, 17, 20, 22, 23, 25, 32, 43, 49, 51, 60, 61, 68, 73, 75, 82, 85, 97, 98, 99, 101, 102, 103, 108, 111, 112, 120, 121, 122, 123, 124, 125, 126, 127, 130, 131, 135, 136, 137, 139, 140, 142, 145, 146, 148, 150, 151, 153, 154, 155, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 169, 172, 173, 174, 175, 177, 178, 179, 180, 185, 186, 190, 192, 193, 194, 195, 198, 201, 202, 203, 206, 207, 209, 221, 224, 254], "stream": [0, 3, 15, 82, 98, 119, 135, 150, 159, 187, 209, 221], "camera": [0, 121, 159], "open": [0, 5, 9, 12, 20, 38, 49, 50, 58, 59, 60, 75, 87, 90, 103, 104, 105, 107, 115, 116, 117, 119, 122, 127, 128, 136, 138, 139, 140, 144, 147, 153, 155, 166, 167, 169, 172, 182, 186, 189, 205, 207, 209, 214, 221, 223, 224, 225, 226, 230, 259], "network": [0, 2, 3, 5, 7, 8, 12, 13, 14, 17, 19, 20, 21, 25, 32, 35, 43, 46, 49, 51, 57, 60, 68, 69, 73, 78, 79, 81, 92, 97, 98, 100, 101, 103, 105, 107, 111, 116, 117, 119, 121, 125, 126, 130, 133, 134, 144, 150, 151, 154, 157, 158, 163, 166, 169, 170, 172, 178, 195, 197, 200, 202, 221, 227, 236, 254], "exchang": [0, 49, 105, 107, 122, 136, 166, 169], "an": [0, 1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 32, 42, 43, 45, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 61, 65, 67, 69, 73, 75, 76, 78, 80, 82, 83, 85, 86, 87, 92, 97, 98, 99, 100, 101, 105, 107, 108, 109, 110, 111, 112, 113, 116, 117, 121, 122, 123, 124, 126, 127, 128, 130, 131, 133, 134, 135, 136, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 150, 151, 153, 154, 155, 156, 157, 159, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 209, 210, 214, 219, 221, 223, 224, 226, 228, 229, 233, 254, 259, 262, 264, 265], "repres": [0, 1, 5, 7, 10, 12, 13, 18, 20, 21, 25, 43, 49, 51, 52, 60, 63, 73, 75, 82, 85, 97, 103, 105, 107, 109, 110, 115, 116, 122, 123, 124, 126, 127, 137, 140, 142, 143, 144, 147, 148, 160, 161, 164, 166, 172, 174, 175, 177, 179, 183, 190, 194, 198, 199, 205, 264], "With": [0, 4, 8, 10, 15, 16, 17, 18, 19, 21, 42, 48, 52, 58, 59, 61, 73, 85, 101, 115, 124, 131, 136, 138, 145, 150, 151, 153, 162, 163, 164, 165, 166, 177, 178, 185, 187, 195, 198, 200, 201, 202, 205, 212, 225, 226, 229, 262, 264], "ai": [0, 75, 90, 99, 100, 104, 123, 126, 138, 147, 166, 176, 215, 221, 230, 252], "develop": [0, 1, 3, 5, 8, 10, 12, 15, 23, 24, 58, 59, 60, 82, 85, 101, 105, 107, 113, 115, 136, 140, 148, 156, 164, 169, 180, 185, 187, 188, 189, 190, 193, 198, 199, 201, 205, 209, 221, 223, 228, 236, 264, 265], "can": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 34, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 55, 57, 58, 59, 60, 61, 64, 65, 67, 68, 73, 76, 78, 79, 80, 82, 83, 85, 87, 95, 97, 98, 99, 100, 101, 102, 103, 105, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 130, 131, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 150, 151, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 184, 185, 186, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 209, 210, 212, 219, 221, 223, 224, 225, 226, 228, 229, 232, 233, 250, 254, 262, 264], "more": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 14, 15, 17, 19, 20, 21, 22, 25, 38, 42, 43, 44, 45, 48, 49, 50, 51, 52, 53, 55, 56, 61, 67, 69, 73, 75, 76, 78, 79, 85, 97, 98, 99, 101, 102, 103, 105, 109, 110, 111, 112, 113, 115, 116, 117, 118, 120, 121, 122, 124, 126, 127, 128, 130, 131, 132, 133, 134, 136, 137, 140, 142, 143, 144, 147, 150, 151, 153, 154, 157, 158, 159, 160, 161, 163, 164, 165, 166, 167, 170, 172, 173, 174, 175, 177, 178, 179, 180, 183, 184, 185, 186, 190, 191, 192, 193, 194, 196, 197, 198, 199, 200, 202, 204, 205, 206, 207, 209, 221, 224, 232, 262, 265], "move": [0, 1, 4, 5, 7, 12, 23, 26, 27, 28, 29, 30, 31, 40, 43, 47, 48, 73, 74, 99, 110, 122, 123, 124, 133, 134, 135, 137, 141, 147, 150, 153, 154, 155, 156, 158, 161, 163, 164, 165, 167, 168, 169, 171, 178, 179, 184, 189, 191, 199, 200, 207, 210, 224, 254], "between": [0, 1, 5, 6, 8, 11, 12, 14, 16, 17, 19, 21, 22, 23, 40, 47, 48, 49, 58, 59, 60, 65, 73, 82, 83, 85, 87, 95, 97, 98, 99, 102, 103, 108, 121, 123, 124, 126, 136, 137, 138, 144, 147, 148, 150, 151, 157, 161, 163, 164, 165, 166, 170, 172, 173, 174, 175, 177, 178, 179, 182, 185, 186, 187, 190, 191, 193, 196, 197, 199, 200, 201, 202, 219, 233, 264, 265], "state": [0, 1, 5, 8, 9, 10, 11, 12, 14, 17, 22, 38, 44, 49, 52, 53, 55, 60, 61, 78, 79, 87, 97, 98, 102, 112, 119, 122, 123, 127, 128, 130, 132, 134, 137, 138, 139, 142, 147, 153, 155, 157, 160, 161, 162, 163, 164, 166, 169, 182, 186, 190, 193, 196, 202, 217], "art": [0, 5, 44, 52, 79, 103, 119, 138, 157, 186], "tool": [0, 3, 6, 8, 14, 21, 25, 51, 60, 82, 87, 98, 123, 134, 136, 137, 145, 162, 165, 169, 170, 172, 178, 183, 196, 209, 210, 224], "choos": [0, 1, 8, 10, 12, 15, 44, 49, 52, 55, 59, 65, 87, 99, 111, 112, 124, 128, 134, 136, 144, 147, 154, 159, 160, 161, 166, 169, 172, 178, 179, 185, 186, 198, 200, 228], "combin": [0, 5, 10, 21, 61, 75, 87, 97, 98, 101, 103, 115, 120, 121, 123, 125, 127, 128, 130, 139, 151, 157, 158, 161, 164, 166, 184, 187, 194, 198, 200], "best": [0, 5, 6, 7, 8, 17, 23, 37, 43, 52, 58, 61, 73, 87, 98, 105, 108, 109, 112, 115, 117, 119, 121, 132, 135, 136, 138, 139, 145, 155, 158, 159, 161, 162, 164, 167, 185, 195, 200, 202, 221, 224, 264], "them": [0, 1, 2, 3, 5, 6, 8, 9, 10, 11, 12, 14, 17, 18, 19, 23, 25, 43, 44, 47, 48, 49, 51, 53, 55, 59, 60, 61, 65, 67, 68, 73, 75, 78, 87, 97, 98, 99, 100, 101, 102, 103, 105, 107, 108, 111, 112, 115, 116, 118, 121, 122, 124, 126, 127, 128, 130, 131, 135, 136, 137, 139, 140, 144, 145, 146, 150, 151, 153, 154, 155, 157, 159, 161, 162, 163, 164, 172, 177, 178, 179, 182, 185, 192, 194, 195, 196, 201, 202, 203, 209, 210, 212, 214, 219, 221, 226, 254, 262], "support": [0, 4, 6, 7, 11, 14, 15, 16, 17, 18, 19, 22, 23, 24, 42, 47, 51, 56, 60, 61, 73, 78, 80, 83, 85, 91, 97, 105, 107, 109, 113, 121, 122, 123, 126, 131, 133, 134, 136, 137, 138, 142, 145, 148, 154, 156, 157, 159, 160, 162, 163, 164, 169, 172, 173, 174, 175, 177, 178, 179, 180, 182, 183, 184, 186, 188, 189, 190, 191, 192, 194, 195, 196, 197, 198, 199, 200, 201, 202, 205, 207, 208, 209, 211, 212, 221, 224, 229, 252, 254, 262, 263], "commun": [0, 11, 15, 18, 55, 61, 110, 113, 121, 122, 123, 124, 126, 132, 133, 134, 156, 160, 162, 163, 164, 169, 172, 177, 197], "partner": [0, 113], "about": [0, 1, 4, 5, 6, 7, 8, 9, 10, 14, 15, 17, 19, 20, 21, 22, 23, 38, 42, 43, 49, 52, 53, 54, 55, 57, 73, 78, 87, 97, 99, 100, 101, 102, 103, 105, 107, 108, 109, 112, 113, 117, 119, 120, 121, 122, 126, 127, 128, 131, 133, 134, 136, 139, 140, 143, 144, 145, 146, 153, 155, 158, 159, 160, 161, 162, 164, 165, 166, 167, 169, 172, 173, 174, 175, 177, 179, 184, 185, 186, 188, 189, 191, 192, 193, 195, 197, 198, 199, 200, 201, 202, 204, 205, 209, 210, 223, 224, 229, 262], "ar": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 37, 42, 43, 44, 47, 48, 49, 50, 51, 52, 53, 55, 56, 58, 59, 60, 61, 67, 68, 69, 73, 75, 76, 78, 80, 82, 83, 85, 87, 95, 97, 98, 99, 100, 101, 102, 103, 105, 107, 108, 109, 111, 112, 113, 115, 116, 117, 118, 119, 120, 122, 123, 124, 125, 126, 127, 128, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 150, 151, 153, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 177, 178, 179, 180, 182, 183, 184, 185, 186, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 209, 210, 212, 219, 221, 223, 224, 229, 232, 242, 252, 254, 262, 264, 265, 266], "go": [0, 4, 11, 12, 13, 14, 16, 18, 19, 21, 22, 23, 25, 48, 49, 51, 58, 59, 60, 78, 95, 98, 101, 102, 105, 107, 108, 117, 119, 121, 122, 125, 127, 133, 136, 139, 142, 143, 144, 146, 158, 159, 161, 163, 166, 170, 178, 179, 180, 185, 188, 189, 190, 201, 205, 224, 229], "walk": [0, 5, 6, 10, 15, 16, 22, 23, 24, 25, 43, 54, 58, 59, 60, 61, 100, 114, 120, 121, 125, 145, 147, 163, 177, 180, 185, 187, 188, 189, 200, 205, 223], "through": [0, 1, 3, 4, 5, 6, 7, 8, 10, 13, 14, 15, 16, 17, 19, 21, 22, 23, 24, 25, 34, 43, 44, 47, 49, 52, 54, 55, 58, 59, 60, 61, 73, 75, 78, 84, 87, 97, 98, 99, 100, 101, 102, 105, 107, 108, 110, 114, 115, 118, 119, 120, 121, 122, 124, 125, 127, 130, 131, 136, 139, 143, 144, 145, 146, 147, 148, 150, 151, 153, 155, 156, 160, 161, 162, 163, 164, 165, 166, 169, 170, 172, 173, 175, 176, 177, 178, 183, 184, 185, 187, 188, 189, 190, 192, 196, 197, 198, 201, 202, 205, 206, 209, 210, 221, 223, 229, 264], "4": [0, 1, 2, 3, 5, 6, 7, 12, 13, 14, 16, 21, 23, 24, 25, 32, 34, 36, 40, 43, 45, 48, 51, 52, 53, 54, 55, 63, 64, 65, 73, 75, 80, 87, 90, 92, 93, 94, 95, 96, 98, 99, 101, 102, 103, 104, 108, 111, 113, 115, 116, 117, 119, 121, 122, 123, 125, 126, 129, 130, 132, 133, 136, 137, 145, 147, 148, 150, 153, 154, 157, 158, 160, 161, 162, 163, 164, 167, 172, 174, 175, 177, 179, 182, 185, 190, 191, 192, 193, 194, 197, 198, 199, 205, 209, 216, 220, 223, 246, 253, 254, 256, 262, 264, 265, 268], "main": [0, 1, 3, 4, 5, 6, 7, 11, 16, 19, 22, 23, 52, 53, 55, 58, 59, 61, 87, 97, 104, 107, 108, 113, 119, 122, 123, 127, 132, 135, 136, 138, 145, 158, 161, 162, 163, 164, 167, 174, 175, 177, 178, 179, 185, 187, 188, 198, 201, 206, 207, 209, 219, 221, 222, 223, 224, 227, 238, 258, 260, 262, 264, 266], "step": [0, 3, 5, 6, 7, 8, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 23, 37, 38, 43, 44, 47, 49, 52, 60, 61, 65, 67, 69, 73, 82, 85, 87, 89, 92, 94, 96, 97, 98, 99, 102, 103, 104, 105, 108, 110, 111, 115, 117, 118, 119, 120, 121, 122, 123, 127, 128, 130, 132, 134, 136, 137, 138, 140, 143, 145, 147, 150, 151, 154, 158, 161, 162, 163, 164, 165, 166, 167, 170, 172, 173, 174, 175, 177, 178, 179, 180, 182, 183, 185, 186, 189, 194, 195, 196, 198, 199, 200, 201, 202, 203, 205, 207, 209, 210, 211, 212, 215, 217, 221, 222, 223, 224, 229, 231, 239, 245, 246, 251, 254, 255, 260], "we": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 32, 34, 39, 40, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 55, 58, 59, 60, 63, 64, 65, 67, 68, 69, 73, 75, 76, 78, 79, 82, 83, 85, 87, 95, 97, 98, 99, 101, 102, 103, 105, 108, 109, 111, 113, 115, 116, 117, 118, 119, 121, 122, 123, 124, 125, 126, 127, 128, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 204, 205, 206, 207, 209, 210, 212, 223, 224, 225, 226, 229, 232, 250, 254, 262, 264], "work": [0, 1, 2, 4, 5, 6, 7, 9, 12, 14, 17, 18, 20, 21, 22, 23, 25, 42, 43, 49, 50, 51, 52, 55, 56, 58, 59, 60, 61, 73, 78, 85, 87, 97, 98, 100, 103, 113, 115, 116, 119, 121, 125, 127, 128, 130, 131, 132, 134, 135, 136, 137, 139, 140, 142, 143, 144, 146, 150, 153, 154, 155, 156, 157, 159, 160, 162, 164, 165, 166, 169, 172, 174, 175, 177, 179, 182, 183, 184, 185, 186, 188, 189, 190, 191, 192, 193, 194, 195, 196, 198, 199, 200, 202, 203, 204, 206, 207, 209, 221, 224, 225, 226, 254, 264, 265], "virtualenv": 0, "order": [0, 4, 6, 11, 12, 15, 17, 20, 22, 34, 44, 45, 49, 50, 55, 60, 63, 64, 65, 67, 68, 69, 73, 82, 87, 105, 107, 108, 109, 111, 113, 118, 121, 123, 125, 126, 128, 131, 134, 135, 136, 143, 144, 145, 146, 148, 156, 157, 163, 166, 167, 172, 173, 174, 175, 176, 179, 180, 183, 189, 192, 194, 195, 201, 202, 206, 223, 254], "avoid": [0, 5, 16, 44, 58, 59, 87, 97, 122, 123, 124, 130, 134, 135, 136, 148, 151, 153, 160, 162, 178, 185, 190, 191, 194, 197, 202, 203, 224], "conflict": [0, 16, 145], "your": [0, 2, 6, 8, 9, 11, 12, 14, 15, 17, 18, 19, 22, 23, 25, 38, 42, 43, 44, 45, 47, 49, 50, 51, 53, 54, 55, 58, 59, 61, 67, 73, 75, 78, 82, 87, 99, 101, 102, 103, 105, 107, 108, 109, 110, 112, 113, 114, 121, 122, 123, 125, 130, 131, 132, 133, 134, 136, 137, 138, 140, 142, 144, 146, 147, 148, 150, 153, 154, 156, 157, 158, 159, 160, 163, 164, 165, 167, 169, 170, 172, 173, 174, 175, 177, 178, 186, 187, 188, 189, 195, 197, 198, 199, 200, 201, 202, 203, 205, 206, 207, 210, 214, 219, 223, 225, 226, 247, 258, 259, 262, 264, 265, 269], "local": [0, 5, 6, 7, 8, 9, 16, 18, 19, 22, 23, 49, 50, 98, 112, 114, 122, 124, 126, 134, 135, 136, 138, 153, 157, 158, 162, 163, 164, 166, 167, 178, 186, 209, 219, 223, 224, 254, 260, 262], "packag": [0, 2, 5, 6, 17, 18, 22, 23, 24, 44, 47, 51, 57, 61, 68, 69, 75, 76, 77, 79, 81, 87, 97, 99, 107, 110, 111, 115, 116, 117, 119, 120, 121, 122, 123, 134, 136, 138, 144, 156, 158, 159, 161, 164, 169, 172, 178, 186, 188, 202, 209, 221, 224, 239, 247], "also": [0, 1, 2, 4, 5, 6, 8, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 37, 42, 43, 47, 48, 49, 51, 52, 53, 54, 58, 59, 60, 61, 65, 67, 68, 73, 75, 76, 78, 79, 80, 82, 85, 87, 95, 97, 98, 99, 100, 101, 102, 103, 108, 109, 111, 112, 113, 115, 116, 118, 119, 122, 123, 124, 125, 126, 127, 128, 130, 131, 134, 135, 136, 137, 138, 140, 142, 143, 144, 145, 146, 150, 153, 154, 155, 156, 157, 158, 160, 161, 162, 163, 164, 165, 166, 169, 172, 173, 174, 175, 177, 178, 179, 180, 182, 183, 184, 189, 190, 191, 192, 193, 196, 198, 200, 201, 202, 203, 204, 206, 207, 209, 212, 221, 223, 224, 229, 233, 254, 262, 264, 265], "python": [0, 1, 3, 4, 6, 7, 9, 10, 12, 13, 14, 15, 17, 18, 20, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 43, 44, 45, 47, 48, 49, 51, 52, 53, 55, 56, 57, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 121, 122, 123, 125, 126, 127, 128, 129, 130, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 157, 159, 160, 161, 163, 165, 166, 167, 169, 173, 174, 175, 176, 178, 179, 182, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 198, 200, 204, 205, 206, 209, 212, 214, 216, 217, 221, 222, 223, 224, 227, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 256, 258, 264, 265], "3": [0, 1, 2, 3, 5, 6, 7, 13, 14, 16, 17, 18, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 40, 42, 43, 48, 49, 51, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 80, 87, 89, 90, 92, 93, 95, 96, 97, 98, 99, 101, 102, 103, 104, 108, 109, 110, 111, 112, 113, 114, 115, 116, 118, 119, 121, 122, 123, 124, 127, 129, 130, 131, 136, 137, 139, 140, 141, 143, 144, 145, 147, 148, 150, 151, 152, 153, 154, 155, 157, 158, 159, 160, 162, 163, 164, 165, 167, 168, 171, 172, 173, 174, 175, 176, 178, 179, 184, 185, 188, 189, 190, 191, 192, 193, 194, 195, 198, 199, 202, 203, 204, 205, 206, 207, 208, 209, 212, 214, 216, 220, 221, 222, 223, 227, 228, 230, 231, 238, 240, 245, 248, 255, 256, 258, 264, 265, 268], "6": [0, 3, 6, 7, 11, 13, 19, 23, 34, 36, 43, 44, 47, 49, 58, 59, 60, 61, 63, 64, 65, 67, 68, 71, 72, 85, 87, 90, 92, 93, 94, 95, 96, 101, 102, 103, 109, 111, 112, 116, 117, 130, 131, 135, 136, 138, 145, 148, 150, 156, 157, 159, 162, 164, 172, 174, 175, 177, 178, 185, 186, 194, 198, 199, 202, 209, 214, 216, 219, 220, 222, 225, 226, 228, 229, 231, 240, 242, 243, 244, 248, 249, 250, 251, 254, 258, 268], "other": [0, 1, 5, 6, 7, 8, 10, 11, 14, 17, 19, 21, 22, 23, 25, 44, 47, 48, 49, 52, 53, 55, 56, 57, 58, 59, 60, 61, 68, 69, 73, 75, 79, 80, 82, 83, 87, 95, 97, 99, 101, 102, 103, 111, 112, 113, 114, 116, 123, 124, 126, 127, 128, 130, 132, 133, 134, 136, 137, 138, 140, 142, 143, 144, 145, 146, 147, 150, 151, 153, 154, 155, 156, 157, 159, 160, 161, 162, 163, 164, 166, 170, 173, 174, 175, 177, 178, 179, 180, 183, 184, 185, 186, 190, 191, 192, 193, 194, 195, 198, 199, 200, 201, 202, 203, 205, 210, 219, 224, 229, 245, 254, 263, 264], "version": [0, 1, 3, 4, 5, 6, 7, 8, 10, 12, 14, 20, 22, 23, 25, 42, 80, 105, 107, 108, 115, 116, 119, 122, 123, 125, 126, 127, 130, 136, 137, 138, 139, 142, 146, 148, 154, 156, 157, 158, 159, 160, 167, 169, 170, 172, 176, 179, 184, 185, 186, 188, 189, 190, 198, 199, 201, 204, 205, 207, 209, 219, 221, 223, 224, 229, 258, 259, 262, 265], "should": [0, 1, 2, 4, 5, 6, 7, 8, 10, 11, 14, 15, 16, 18, 19, 20, 21, 22, 23, 32, 42, 43, 44, 49, 50, 51, 52, 53, 55, 58, 59, 60, 69, 73, 78, 82, 85, 87, 97, 98, 99, 100, 102, 103, 111, 117, 119, 121, 122, 125, 126, 127, 131, 134, 136, 137, 139, 140, 144, 147, 148, 151, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 165, 166, 170, 172, 173, 174, 175, 176, 177, 178, 179, 183, 185, 188, 189, 190, 191, 192, 198, 201, 206, 207, 209, 219, 223, 224, 254, 262, 264, 267], "well": [0, 1, 3, 4, 5, 6, 8, 10, 11, 19, 20, 22, 23, 42, 44, 48, 49, 53, 60, 67, 82, 85, 87, 97, 99, 101, 105, 110, 111, 112, 113, 117, 122, 123, 125, 126, 127, 130, 131, 136, 137, 138, 142, 143, 144, 153, 154, 158, 159, 162, 163, 164, 165, 166, 169, 170, 172, 173, 178, 179, 183, 186, 188, 189, 190, 191, 192, 194, 196, 198, 201, 203, 221, 223, 224, 264], "python3": [0, 5, 18, 22, 23, 169, 188, 220, 247], "m": [0, 4, 5, 6, 7, 8, 10, 14, 15, 19, 22, 23, 32, 43, 49, 52, 89, 93, 96, 101, 104, 110, 113, 116, 117, 118, 122, 123, 127, 128, 135, 138, 143, 145, 146, 147, 148, 150, 156, 157, 158, 162, 164, 166, 174, 175, 184, 186, 193, 198, 199, 200, 203, 209, 220, 227, 232, 238, 245, 247, 248, 265], "venv": 0, "sourc": [0, 1, 3, 5, 6, 7, 9, 10, 11, 12, 13, 14, 16, 17, 20, 22, 23, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 43, 44, 45, 47, 48, 49, 51, 52, 55, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 112, 113, 114, 115, 116, 117, 118, 119, 122, 124, 125, 126, 127, 128, 130, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 156, 157, 160, 161, 162, 164, 165, 166, 167, 169, 172, 173, 175, 178, 179, 182, 185, 187, 188, 190, 191, 192, 193, 194, 195, 196, 197, 200, 204, 205, 206, 207, 212, 219, 221, 223, 224, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 256, 257], "bin": [0, 4, 6, 22, 23, 92, 136, 187, 195, 196, 205, 209, 219, 221, 224, 227], "activ": [0, 5, 6, 9, 10, 12, 14, 15, 17, 19, 47, 52, 82, 93, 97, 99, 104, 122, 124, 132, 136, 138, 145, 146, 153, 157, 159, 165, 169, 178, 180, 183, 186, 187, 188, 196, 200, 201, 202, 206, 209, 220, 221, 229, 239, 258, 264], "need": [0, 1, 3, 4, 5, 6, 7, 9, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 32, 34, 43, 44, 45, 47, 49, 50, 51, 52, 53, 54, 55, 58, 59, 60, 61, 63, 64, 67, 75, 76, 79, 82, 83, 87, 97, 98, 99, 101, 102, 103, 105, 108, 111, 112, 115, 116, 117, 118, 119, 121, 122, 123, 124, 125, 126, 127, 128, 130, 131, 133, 134, 136, 137, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 172, 173, 174, 175, 176, 178, 179, 180, 183, 185, 186, 188, 189, 190, 194, 195, 196, 198, 199, 200, 201, 202, 203, 205, 207, 209, 210, 221, 223, 224, 225, 226, 229, 254, 264], "instal": [0, 1, 5, 6, 7, 8, 17, 20, 23, 24, 50, 51, 53, 55, 57, 58, 87, 90, 94, 107, 115, 116, 118, 119, 122, 123, 124, 127, 128, 132, 133, 136, 137, 140, 142, 144, 147, 156, 159, 160, 161, 162, 166, 169, 172, 173, 179, 185, 186, 188, 189, 195, 205, 207, 209, 220, 222, 223, 224, 225, 226, 228, 232, 234, 237, 239, 241, 242, 243, 244, 246, 247, 249, 250, 251, 253, 258, 268], "pip": [0, 17, 20, 24, 50, 75, 82, 90, 94, 105, 107, 115, 118, 119, 138, 140, 147, 158, 159, 161, 169, 172, 173, 179, 185, 195, 207, 220, 222, 224, 230, 232, 234, 237, 239, 241, 242, 243, 244, 246, 249, 250, 251, 253], "torchvis": [0, 4, 10, 12, 19, 20, 33, 34, 37, 38, 39, 41, 43, 44, 50, 52, 57, 58, 59, 73, 75, 87, 90, 92, 94, 96, 97, 110, 117, 119, 121, 122, 123, 130, 135, 138, 140, 143, 144, 147, 149, 150, 153, 158, 159, 162, 163, 167, 169, 170, 172, 173, 177, 178, 183, 185, 188, 189, 195, 196, 198, 199, 200, 201, 205, 207, 214, 221, 222, 224, 225, 226, 228, 229, 230, 234, 237, 239, 246, 248, 251, 255, 258], "xcode": [0, 59, 189, 205, 223, 224, 226, 228], "want": [0, 1, 2, 4, 5, 6, 8, 9, 10, 12, 14, 15, 16, 19, 21, 22, 23, 24, 32, 43, 44, 47, 49, 51, 52, 58, 59, 60, 63, 64, 67, 73, 76, 78, 79, 85, 87, 97, 98, 99, 100, 101, 102, 103, 108, 111, 112, 116, 124, 125, 126, 127, 136, 137, 138, 139, 142, 144, 146, 148, 149, 151, 154, 157, 158, 159, 160, 163, 165, 166, 167, 172, 174, 175, 176, 179, 182, 183, 184, 190, 192, 196, 197, 198, 199, 201, 206, 209, 223, 224, 229, 241], "iphon": [0, 188, 224], "linux": [0, 5, 6, 18, 20, 22, 23, 105, 124, 134, 136, 159, 169, 177, 178, 179, 195, 207, 209, 221], "howev": [0, 1, 5, 6, 8, 10, 12, 14, 15, 17, 20, 22, 23, 25, 45, 47, 49, 51, 52, 60, 61, 73, 76, 85, 87, 97, 98, 113, 117, 124, 125, 130, 131, 135, 136, 137, 139, 140, 144, 148, 150, 153, 156, 157, 158, 161, 162, 163, 164, 165, 166, 170, 172, 173, 174, 175, 177, 180, 184, 187, 191, 192, 194, 199, 201, 202, 205, 206, 223, 224, 262, 263], "itself": [0, 5, 7, 11, 23, 32, 43, 60, 61, 82, 85, 97, 101, 102, 108, 112, 113, 124, 125, 127, 131, 136, 142, 143, 147, 160, 163, 164, 166, 196], "mac": [0, 20, 138, 207, 226], "For": [0, 1, 2, 4, 5, 6, 7, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 25, 32, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 55, 58, 59, 60, 61, 63, 64, 65, 68, 73, 75, 78, 79, 80, 82, 83, 87, 97, 98, 99, 100, 102, 103, 105, 108, 111, 112, 113, 114, 115, 116, 119, 121, 122, 123, 124, 125, 126, 127, 128, 130, 133, 134, 135, 136, 137, 138, 139, 140, 143, 144, 145, 147, 148, 150, 154, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 185, 186, 187, 189, 190, 191, 192, 193, 194, 196, 198, 199, 200, 201, 202, 203, 207, 209, 210, 212, 219, 221, 224, 228, 229, 254, 262, 264, 265], "publish": [0, 209], "http": [0, 4, 6, 7, 18, 19, 20, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 37, 38, 40, 45, 46, 49, 58, 59, 60, 74, 75, 77, 78, 84, 90, 91, 94, 100, 104, 105, 106, 108, 113, 115, 118, 119, 120, 122, 123, 127, 128, 129, 130, 138, 140, 141, 142, 143, 144, 148, 153, 154, 155, 156, 158, 159, 161, 166, 168, 169, 170, 171, 172, 173, 175, 179, 180, 182, 183, 185, 188, 189, 191, 193, 195, 204, 205, 206, 207, 208, 209, 214, 217, 219, 222, 223, 230, 231, 232, 235, 236, 237, 238, 246, 262, 264], "github": [0, 2, 3, 4, 6, 7, 10, 11, 16, 19, 22, 23, 24, 33, 49, 53, 54, 55, 60, 61, 78, 104, 108, 115, 118, 121, 122, 123, 124, 130, 132, 133, 134, 135, 136, 138, 139, 140, 142, 143, 144, 147, 148, 155, 156, 162, 163, 164, 169, 172, 179, 180, 183, 185, 187, 189, 205, 206, 207, 208, 209, 214, 215, 216, 217, 219, 221, 222, 223, 230, 262], "com": [0, 7, 10, 18, 19, 20, 24, 25, 33, 37, 49, 60, 75, 78, 104, 108, 115, 118, 119, 123, 127, 128, 130, 142, 143, 144, 148, 155, 156, 161, 166, 172, 179, 180, 182, 183, 185, 195, 205, 206, 207, 208, 209, 214, 217, 219, 222, 223, 230, 232], "exampl": [0, 1, 2, 3, 4, 6, 7, 8, 9, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 23, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 54, 55, 60, 61, 63, 64, 65, 67, 68, 69, 71, 72, 75, 76, 77, 80, 82, 83, 84, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 100, 101, 104, 105, 107, 108, 109, 110, 111, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 126, 127, 128, 129, 130, 131, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 184, 185, 186, 188, 189, 190, 191, 192, 193, 194, 196, 198, 199, 200, 202, 203, 204, 205, 206, 207, 209, 210, 212, 214, 223, 224, 225, 226, 229, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 256, 257, 260, 262, 263, 265, 268], "tree": [0, 6, 10, 12, 15, 22, 49, 60, 78, 98, 103, 113, 130, 205, 223, 262], "master": [0, 4, 16, 19, 49, 60, 78, 118, 119, 123, 130, 135, 136, 143, 144, 148, 163, 164, 179, 180, 183, 189, 195, 197, 200, 205, 207, 221, 223], "fast_neural_styl": 0, "If": [0, 1, 2, 4, 5, 6, 8, 10, 11, 12, 14, 16, 17, 18, 21, 22, 23, 24, 32, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 55, 58, 60, 61, 63, 73, 75, 76, 78, 82, 87, 95, 97, 98, 99, 100, 101, 102, 103, 112, 113, 114, 117, 118, 122, 123, 124, 125, 127, 128, 130, 134, 136, 137, 139, 140, 142, 143, 144, 145, 146, 148, 150, 153, 154, 155, 156, 159, 160, 161, 162, 163, 164, 165, 166, 169, 172, 173, 174, 175, 176, 177, 179, 180, 183, 184, 185, 186, 187, 188, 189, 190, 191, 193, 194, 195, 196, 198, 199, 202, 203, 206, 207, 209, 210, 219, 221, 223, 224, 226, 233, 242, 254, 262, 264], "would": [0, 3, 4, 5, 6, 7, 8, 14, 16, 18, 19, 20, 21, 22, 23, 25, 43, 49, 53, 55, 60, 61, 73, 76, 87, 97, 98, 101, 102, 103, 108, 112, 113, 116, 117, 123, 124, 125, 126, 127, 128, 130, 131, 134, 135, 137, 138, 140, 143, 144, 145, 146, 148, 150, 153, 154, 155, 156, 158, 159, 160, 161, 162, 163, 164, 166, 172, 173, 174, 175, 177, 178, 179, 183, 186, 192, 193, 197, 199, 206, 210, 224, 226], "like": [0, 1, 3, 4, 5, 6, 8, 9, 10, 11, 12, 14, 16, 17, 18, 20, 21, 22, 23, 25, 43, 44, 45, 47, 48, 49, 51, 52, 53, 58, 59, 60, 61, 65, 67, 68, 75, 78, 79, 80, 82, 85, 87, 97, 98, 99, 101, 102, 103, 105, 108, 109, 110, 111, 112, 113, 114, 116, 117, 120, 121, 123, 124, 125, 126, 127, 128, 131, 133, 134, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 148, 151, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 165, 166, 169, 170, 172, 174, 175, 176, 177, 178, 179, 180, 182, 183, 184, 186, 187, 188, 191, 192, 193, 195, 197, 198, 199, 200, 201, 202, 206, 207, 209, 210, 219, 221, 223, 226, 233, 263, 264], "differ": [0, 1, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 22, 23, 24, 32, 47, 48, 49, 51, 52, 58, 59, 60, 61, 73, 80, 81, 82, 83, 85, 87, 92, 97, 98, 99, 103, 105, 115, 116, 119, 121, 122, 123, 124, 126, 127, 128, 130, 133, 134, 135, 136, 138, 139, 140, 142, 144, 145, 146, 148, 150, 151, 153, 154, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 169, 172, 173, 174, 175, 177, 178, 180, 183, 185, 187, 189, 190, 191, 192, 193, 194, 196, 198, 199, 200, 201, 202, 203, 205, 207, 209, 219, 224, 229, 232, 236, 252, 254, 262], "feel": [0, 6, 10, 19, 43, 49, 78, 97, 103, 105, 107, 108, 112, 122, 143, 144, 145, 147, 148, 153, 169, 174, 175, 188], "free": [0, 6, 10, 19, 22, 23, 25, 43, 49, 60, 73, 78, 85, 97, 105, 107, 108, 112, 122, 126, 130, 136, 142, 143, 144, 147, 148, 153, 160, 162, 166, 169, 174, 175, 176, 188, 230, 247], "skip": [0, 1, 4, 5, 10, 14, 17, 19, 23, 42, 43, 98, 112, 116, 131, 142, 147, 162, 164, 169, 175, 183, 197, 202], "These": [0, 1, 5, 7, 8, 11, 12, 14, 17, 19, 20, 21, 25, 43, 49, 52, 55, 82, 87, 98, 100, 102, 103, 108, 109, 113, 117, 118, 136, 147, 158, 160, 161, 163, 165, 166, 172, 177, 178, 183, 185, 198, 199, 201, 202, 262, 264], "meant": [0, 6, 11, 85, 122, 192], "appli": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 13, 14, 15, 17, 19, 23, 25, 51, 52, 58, 59, 60, 61, 64, 68, 73, 79, 82, 85, 97, 99, 108, 111, 113, 116, 119, 121, 123, 130, 131, 134, 135, 136, 139, 140, 142, 143, 146, 147, 148, 151, 153, 154, 155, 157, 160, 162, 163, 164, 166, 167, 172, 177, 178, 179, 182, 185, 186, 190, 191, 194, 199, 202, 203, 206, 209, 219, 221, 224, 229, 245, 254], "still": [0, 1, 5, 6, 8, 10, 11, 12, 14, 15, 17, 18, 19, 20, 23, 42, 47, 52, 61, 73, 79, 80, 87, 97, 101, 105, 109, 112, 113, 119, 122, 126, 127, 128, 134, 136, 137, 142, 143, 144, 148, 150, 153, 164, 173, 175, 177, 180, 182, 183, 185, 187, 188, 189, 190, 192, 196, 198, 201, 202, 205, 209, 210, 223, 224, 229], "imag": [0, 1, 19, 23, 34, 43, 47, 49, 51, 52, 57, 60, 73, 75, 82, 87, 90, 92, 94, 96, 97, 121, 124, 126, 139, 147, 148, 150, 153, 155, 157, 159, 161, 167, 169, 170, 179, 183, 185, 194, 198, 199, 200, 205, 207, 209, 214, 223, 224, 225, 226, 230, 259], "realli": [0, 5, 8, 23, 25, 42, 44, 98, 99, 103, 108, 113, 125, 158, 170, 190, 192, 206], "optim": [0, 3, 5, 6, 7, 8, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 32, 35, 37, 38, 43, 47, 49, 53, 55, 58, 59, 60, 61, 65, 66, 67, 73, 75, 79, 82, 85, 87, 89, 92, 94, 96, 97, 98, 102, 103, 112, 115, 117, 118, 121, 122, 123, 124, 127, 130, 132, 134, 135, 136, 137, 139, 143, 144, 145, 147, 148, 149, 150, 154, 155, 157, 158, 159, 160, 161, 162, 163, 166, 167, 169, 170, 172, 173, 175, 176, 177, 179, 183, 185, 186, 189, 190, 194, 195, 196, 197, 199, 200, 202, 204, 205, 207, 211, 215, 217, 219, 221, 222, 223, 228, 229, 231, 238, 241, 242, 243, 244, 245, 246, 249, 250, 251, 252, 255, 260], "fast": [0, 1, 5, 6, 17, 18, 21, 42, 49, 104, 123, 124, 134, 151, 160, 165, 172, 185, 197, 202, 224], "enough": [0, 5, 6, 17, 21, 23, 49, 82, 101, 125, 130, 159, 202], "video": [0, 20, 43, 44, 53, 55, 56, 75, 79, 114, 120, 121, 132, 133, 159, 169, 176], "reduc": [0, 3, 6, 9, 11, 17, 19, 37, 43, 56, 58, 59, 61, 97, 109, 119, 122, 123, 124, 126, 130, 132, 134, 136, 138, 146, 147, 148, 153, 157, 159, 162, 164, 169, 172, 173, 174, 175, 177, 178, 186, 187, 195, 200, 202, 204, 205, 219, 223, 224, 228, 229, 232], "resolut": [0, 20, 172], "low": [0, 1, 4, 5, 6, 7, 14, 24, 25, 49, 52, 68, 82, 99, 113, 121, 127, 147, 160, 169, 178, 221], "thei": [0, 1, 3, 4, 5, 6, 8, 10, 12, 14, 16, 19, 20, 21, 23, 25, 44, 48, 49, 52, 55, 58, 59, 60, 73, 80, 82, 85, 97, 99, 100, 101, 102, 103, 105, 107, 108, 109, 112, 113, 115, 122, 125, 126, 127, 128, 131, 134, 135, 136, 137, 145, 146, 148, 153, 154, 160, 161, 162, 164, 166, 172, 174, 175, 177, 178, 179, 180, 183, 186, 190, 191, 192, 193, 194, 196, 198, 199, 201, 203, 204, 209, 221, 225, 226, 254, 262, 264], "let": [0, 1, 2, 4, 5, 6, 8, 9, 10, 11, 12, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 43, 44, 45, 47, 49, 51, 52, 58, 59, 60, 68, 73, 75, 76, 78, 79, 80, 85, 87, 97, 98, 99, 101, 102, 103, 104, 105, 108, 109, 111, 112, 116, 117, 118, 119, 124, 126, 131, 134, 135, 136, 137, 138, 139, 143, 144, 145, 146, 148, 150, 151, 153, 154, 155, 157, 158, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 176, 177, 178, 179, 185, 188, 189, 190, 191, 194, 201, 202, 209, 223, 224, 262, 264], "s": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 11, 12, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 43, 44, 45, 47, 48, 49, 51, 52, 53, 55, 57, 58, 59, 61, 68, 73, 76, 78, 79, 80, 85, 87, 92, 93, 95, 96, 97, 98, 99, 102, 103, 104, 105, 107, 108, 109, 110, 111, 112, 113, 115, 117, 118, 119, 120, 121, 122, 123, 124, 126, 127, 128, 130, 131, 132, 134, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 148, 150, 151, 153, 154, 155, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 176, 177, 179, 180, 182, 183, 185, 186, 187, 188, 189, 190, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 205, 206, 209, 210, 214, 223, 224, 225, 226, 229, 231, 250, 254, 258, 262, 264, 265], "git": [0, 179, 185, 214, 219, 268], "clone": [0, 1, 11, 12, 14, 22, 23, 54, 95, 110, 127, 131, 132, 136, 145, 146, 148, 157, 209, 210, 214, 219], "cd": [0, 4, 6, 22, 23, 169, 179, 182, 189, 195, 207, 209, 219, 226, 227], "yourself": [0, 4, 5, 6, 8, 23, 42, 60, 101, 147, 184], "repositori": [0, 6, 10, 54, 58, 59, 83, 114, 119, 122, 124, 136, 156, 164, 165, 166, 179, 205, 207, 209, 223, 262, 269], "just": [0, 1, 2, 3, 4, 5, 6, 8, 9, 10, 12, 14, 16, 17, 19, 20, 21, 22, 23, 25, 42, 44, 45, 47, 49, 50, 51, 52, 53, 56, 60, 65, 67, 73, 76, 78, 85, 87, 95, 97, 98, 99, 101, 102, 103, 111, 112, 113, 116, 117, 122, 123, 124, 126, 127, 128, 134, 137, 138, 145, 146, 150, 151, 153, 154, 156, 157, 158, 159, 160, 161, 162, 163, 164, 170, 172, 177, 179, 183, 185, 187, 189, 192, 195, 198, 199, 201, 202, 205, 209, 221, 229, 233, 264, 266], "inform": [0, 1, 2, 4, 5, 7, 8, 10, 14, 20, 22, 23, 25, 45, 49, 53, 64, 73, 78, 82, 87, 97, 101, 102, 103, 108, 111, 112, 113, 118, 119, 123, 125, 126, 127, 128, 134, 136, 137, 138, 142, 143, 144, 147, 158, 159, 160, 161, 163, 165, 166, 169, 170, 172, 174, 176, 177, 178, 179, 180, 183, 184, 185, 188, 193, 194, 195, 198, 203, 206, 207, 224, 229, 232, 254, 264], "how": [0, 1, 2, 4, 5, 6, 7, 8, 9, 10, 12, 14, 16, 17, 18, 19, 20, 21, 22, 23, 25, 42, 43, 44, 45, 47, 49, 50, 51, 52, 55, 56, 57, 58, 59, 60, 61, 73, 75, 78, 80, 82, 85, 86, 87, 97, 99, 100, 101, 102, 103, 104, 105, 108, 109, 112, 113, 115, 116, 117, 118, 119, 120, 121, 125, 126, 127, 128, 129, 131, 132, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 147, 148, 150, 151, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 185, 186, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 200, 202, 204, 205, 209, 210, 212, 219, 224, 225, 226, 227, 229, 232, 252, 254, 258, 264, 266, 268], "do": [0, 1, 2, 3, 4, 5, 6, 7, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 25, 32, 39, 42, 47, 49, 50, 51, 52, 54, 58, 59, 60, 61, 63, 64, 68, 69, 76, 78, 80, 85, 87, 97, 98, 99, 101, 102, 103, 105, 108, 111, 112, 114, 116, 118, 121, 123, 124, 125, 126, 127, 130, 133, 134, 135, 136, 137, 139, 140, 142, 143, 144, 145, 146, 147, 149, 150, 151, 153, 154, 156, 157, 158, 159, 160, 161, 164, 166, 170, 172, 174, 175, 177, 178, 179, 182, 183, 185, 186, 189, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 206, 209, 219, 223, 224, 225, 226, 229, 233, 242, 258, 263, 265], "now": [0, 1, 2, 4, 5, 6, 8, 9, 10, 11, 12, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 42, 43, 44, 45, 47, 49, 50, 51, 52, 55, 58, 59, 60, 63, 73, 76, 78, 80, 85, 87, 96, 97, 98, 99, 101, 103, 105, 107, 108, 111, 116, 117, 118, 119, 122, 124, 125, 126, 127, 128, 130, 131, 134, 135, 136, 137, 138, 140, 143, 144, 145, 146, 147, 151, 153, 154, 155, 156, 157, 159, 160, 161, 162, 163, 164, 166, 167, 169, 170, 172, 173, 175, 176, 177, 179, 180, 182, 183, 185, 186, 188, 189, 190, 191, 194, 195, 198, 200, 201, 202, 203, 206, 209, 212, 224, 225, 233, 250, 264], "ll": [0, 1, 4, 5, 6, 8, 9, 10, 17, 19, 20, 22, 23, 48, 49, 50, 60, 87, 98, 105, 127, 128, 136, 137, 139, 140, 142, 146, 151, 153, 155, 159, 160, 161, 163, 166, 170, 177, 182, 183, 184, 185, 186, 188, 189, 190, 192, 196, 198, 199, 201, 202, 212, 224, 232], "pre": [0, 19, 98, 122, 124, 136, 138, 158, 159, 172, 179, 185, 186, 188, 189, 201, 223, 224], "script": [0, 1, 5, 6, 7, 9, 10, 12, 13, 14, 17, 19, 20, 21, 22, 24, 32, 33, 34, 36, 37, 38, 39, 40, 41, 43, 44, 45, 47, 48, 49, 51, 52, 55, 58, 59, 60, 61, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 110, 112, 113, 114, 115, 116, 117, 118, 122, 123, 125, 126, 127, 128, 130, 132, 133, 134, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 157, 159, 160, 161, 163, 165, 166, 167, 169, 172, 173, 174, 175, 177, 178, 179, 182, 183, 185, 188, 189, 190, 191, 192, 193, 194, 195, 196, 198, 199, 200, 204, 205, 206, 207, 209, 210, 212, 217, 219, 221, 223, 224, 228, 229, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 256, 257, 258], "provid": [0, 1, 4, 5, 6, 8, 10, 11, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 44, 49, 51, 52, 56, 58, 59, 60, 61, 73, 82, 83, 85, 87, 97, 98, 99, 105, 107, 108, 112, 113, 115, 116, 118, 120, 121, 122, 124, 125, 126, 132, 133, 134, 135, 136, 137, 138, 143, 144, 145, 146, 147, 148, 157, 159, 160, 162, 163, 165, 169, 172, 173, 174, 175, 179, 186, 188, 192, 193, 195, 196, 197, 198, 199, 201, 202, 203, 206, 209, 210, 217, 219, 221, 224, 228, 264], "download_saved_model": 0, "py": [0, 1, 5, 6, 7, 8, 9, 10, 12, 13, 14, 17, 19, 20, 22, 23, 24, 25, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 43, 44, 45, 46, 47, 48, 49, 51, 52, 53, 55, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 77, 78, 79, 80, 84, 85, 87, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 112, 113, 114, 115, 116, 117, 118, 119, 122, 123, 124, 125, 126, 127, 128, 129, 130, 132, 134, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 156, 157, 160, 161, 163, 165, 166, 167, 169, 173, 174, 175, 179, 182, 183, 184, 185, 186, 188, 189, 190, 191, 192, 193, 194, 196, 200, 204, 205, 206, 207, 212, 214, 216, 217, 222, 224, 227, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 256, 257, 259, 262, 264, 269], "put": [0, 2, 5, 6, 8, 12, 14, 16, 42, 45, 49, 51, 59, 75, 85, 113, 115, 121, 122, 123, 135, 136, 137, 150, 154, 159, 160, 161, 163, 164, 166, 172, 188, 200, 201, 209, 264], "saved_model": [0, 96], "folder": [0, 4, 6, 19, 23, 50, 52, 82, 83, 122, 138, 170, 179, 182, 183, 186, 189, 198, 199, 205, 207, 209, 219, 225, 226], "There": [0, 4, 6, 8, 10, 14, 15, 17, 22, 23, 25, 47, 73, 76, 79, 85, 97, 98, 99, 102, 103, 113, 117, 120, 128, 133, 137, 139, 144, 146, 148, 150, 151, 153, 155, 158, 159, 160, 163, 164, 166, 174, 175, 179, 180, 182, 192, 195, 198, 201, 202, 229, 254, 265], "file": [0, 2, 5, 6, 7, 8, 9, 10, 15, 19, 20, 21, 22, 23, 50, 51, 52, 55, 58, 59, 60, 75, 82, 83, 87, 101, 109, 110, 114, 116, 118, 119, 122, 125, 126, 127, 128, 134, 136, 138, 140, 145, 153, 156, 159, 169, 172, 174, 175, 179, 182, 183, 186, 187, 189, 193, 194, 198, 199, 205, 207, 210, 214, 219, 221, 223, 224, 225, 226, 236, 262, 263, 265, 269], "candi": 0, "pth": [0, 5, 9, 19, 20, 23, 24, 38, 39, 44, 60, 73, 112, 172, 182, 183, 185, 198, 199, 221, 222, 238, 243, 254], "mosaic": 0, "rain_princess": 0, "udni": 0, "directori": [0, 1, 4, 5, 6, 12, 22, 23, 49, 51, 52, 75, 87, 97, 112, 114, 117, 126, 127, 128, 138, 145, 158, 166, 169, 172, 185, 186, 189, 195, 205, 209, 224], "have": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 34, 40, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 55, 57, 58, 59, 60, 63, 68, 69, 73, 76, 78, 79, 80, 82, 83, 85, 87, 95, 97, 98, 99, 100, 101, 102, 103, 105, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 122, 123, 124, 125, 126, 127, 128, 131, 132, 133, 136, 137, 138, 139, 142, 143, 144, 145, 146, 147, 148, 150, 153, 154, 155, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 169, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 198, 199, 200, 201, 202, 203, 204, 206, 207, 209, 210, 212, 221, 223, 224, 225, 226, 229, 233, 241, 242, 250, 254, 264], "The": [0, 2, 3, 4, 5, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 32, 42, 43, 44, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 58, 59, 60, 61, 67, 68, 69, 73, 75, 76, 78, 79, 80, 82, 83, 85, 91, 93, 95, 97, 98, 99, 100, 101, 102, 103, 105, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 121, 122, 123, 124, 126, 127, 128, 130, 131, 134, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 150, 151, 153, 154, 155, 157, 158, 159, 160, 161, 162, 163, 164, 165, 167, 169, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 209, 210, 212, 214, 219, 221, 223, 224, 225, 226, 229, 254, 262, 265], "definit": [0, 5, 6, 8, 10, 20, 22, 25, 47, 58, 59, 60, 68, 73, 78, 85, 99, 111, 121, 144, 154, 161, 165, 182, 191, 209, 210, 219, 229, 254, 264], "previous": [0, 4, 5, 8, 20, 32, 60, 85, 101, 115, 118, 142, 143, 157, 160, 161, 162, 169, 190, 198, 206, 224], "few": [0, 5, 6, 8, 9, 10, 15, 19, 21, 22, 23, 47, 51, 56, 60, 79, 85, 97, 99, 100, 101, 102, 103, 112, 113, 115, 116, 120, 122, 125, 127, 128, 130, 134, 136, 137, 150, 154, 159, 160, 163, 166, 173, 178, 180, 185, 191, 192, 193, 198, 199, 209, 210, 212, 221], "line": [0, 4, 5, 6, 8, 9, 12, 13, 17, 21, 22, 23, 49, 50, 51, 56, 58, 59, 60, 61, 82, 97, 99, 109, 115, 116, 126, 127, 128, 136, 144, 145, 150, 159, 163, 164, 166, 169, 170, 173, 174, 178, 182, 187, 189, 190, 192, 209, 221, 223, 225, 226, 254, 265], "In": [0, 1, 2, 3, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 32, 42, 43, 45, 48, 49, 50, 51, 52, 53, 55, 56, 57, 58, 59, 60, 64, 65, 67, 68, 73, 75, 76, 78, 79, 80, 81, 82, 83, 85, 86, 87, 95, 97, 98, 99, 101, 102, 103, 105, 108, 109, 111, 112, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 143, 144, 145, 146, 147, 148, 150, 151, 153, 154, 155, 156, 157, 158, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 196, 198, 199, 200, 201, 202, 203, 204, 205, 207, 209, 212, 219, 221, 223, 224, 225, 264, 265, 267], "instead": [0, 4, 5, 6, 8, 10, 14, 17, 19, 20, 22, 23, 25, 32, 44, 45, 49, 51, 52, 53, 58, 59, 60, 61, 64, 98, 99, 103, 107, 108, 109, 113, 116, 117, 122, 123, 125, 126, 127, 128, 130, 131, 132, 135, 136, 143, 144, 146, 147, 148, 150, 151, 153, 156, 157, 158, 159, 162, 163, 164, 166, 167, 170, 172, 173, 177, 178, 179, 180, 185, 190, 192, 193, 194, 199, 200, 201, 202, 206, 210, 224, 254], "actual": [0, 1, 3, 5, 6, 8, 11, 13, 14, 15, 19, 21, 22, 23, 25, 38, 49, 51, 52, 58, 59, 60, 73, 85, 97, 98, 101, 103, 108, 112, 116, 118, 121, 125, 126, 127, 130, 134, 136, 140, 143, 144, 151, 153, 160, 166, 169, 170, 173, 174, 175, 176, 178, 183, 185, 190, 192, 198, 199, 201, 205, 206, 224, 225, 226, 254], "net": [0, 3, 6, 14, 19, 24, 44, 45, 47, 49, 52, 73, 79, 81, 85, 87, 92, 94, 97, 110, 123, 125, 130, 136, 147, 151, 159, 163, 167, 169, 170, 204, 210, 222, 231, 234, 240, 241, 242, 243, 244, 250, 251, 264, 265], "call": [0, 3, 4, 5, 6, 8, 9, 10, 11, 13, 14, 15, 16, 17, 20, 21, 22, 23, 24, 25, 32, 42, 43, 44, 45, 47, 49, 51, 52, 53, 55, 58, 59, 60, 61, 63, 67, 68, 69, 73, 75, 76, 78, 80, 85, 95, 97, 98, 99, 101, 102, 103, 109, 111, 112, 113, 116, 118, 120, 121, 123, 124, 125, 126, 128, 134, 135, 136, 137, 138, 142, 143, 144, 145, 147, 148, 150, 151, 153, 154, 155, 156, 157, 158, 160, 161, 162, 163, 164, 165, 166, 167, 169, 172, 173, 174, 175, 176, 177, 178, 183, 184, 186, 187, 188, 189, 195, 196, 199, 202, 205, 206, 207, 209, 212, 219, 220, 224, 225, 226, 229, 233, 239, 242, 254, 264], "torch": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 25, 32, 33, 34, 35, 37, 38, 39, 40, 41, 42, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 55, 57, 58, 59, 60, 63, 64, 65, 67, 68, 69, 72, 73, 75, 76, 78, 79, 85, 87, 89, 90, 92, 94, 95, 96, 97, 98, 99, 102, 103, 105, 107, 108, 109, 110, 111, 113, 114, 115, 116, 117, 118, 119, 121, 122, 123, 124, 125, 127, 128, 130, 131, 135, 136, 137, 138, 139, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 156, 158, 159, 160, 161, 162, 163, 164, 166, 167, 169, 170, 172, 176, 178, 179, 180, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 193, 194, 195, 196, 197, 200, 201, 202, 203, 204, 205, 207, 208, 209, 210, 212, 213, 215, 216, 217, 219, 220, 221, 222, 223, 225, 226, 227, 229, 233, 234, 235, 237, 239, 240, 242, 243, 244, 246, 247, 248, 249, 250, 251, 252, 254, 255, 258, 259, 260], "_export": [0, 175, 198, 199, 200], "which": [0, 1, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 25, 32, 42, 43, 44, 47, 48, 49, 50, 51, 52, 55, 56, 58, 59, 60, 61, 63, 64, 67, 68, 69, 73, 75, 76, 78, 79, 82, 83, 85, 87, 97, 98, 99, 101, 102, 103, 105, 108, 109, 111, 112, 113, 115, 116, 117, 118, 119, 121, 122, 123, 124, 125, 126, 127, 128, 130, 131, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 150, 151, 153, 154, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 184, 185, 186, 188, 190, 191, 192, 193, 194, 196, 198, 199, 200, 201, 202, 203, 205, 209, 212, 223, 224, 228, 229, 232, 233, 254, 262, 264, 265], "api": [0, 2, 5, 8, 10, 11, 14, 15, 18, 20, 21, 22, 23, 24, 25, 33, 34, 41, 48, 56, 60, 61, 82, 90, 107, 108, 109, 113, 121, 123, 124, 125, 126, 127, 129, 134, 135, 136, 138, 144, 145, 146, 155, 158, 162, 163, 164, 169, 174, 175, 176, 178, 179, 180, 182, 183, 184, 185, 188, 189, 195, 196, 197, 198, 199, 200, 204, 205, 206, 209, 214, 215, 216, 217, 221, 222, 223, 224, 229, 230, 232, 233, 235, 237, 247, 248, 252, 254, 255, 256, 258, 263], "directli": [0, 4, 5, 6, 8, 11, 12, 14, 20, 22, 23, 25, 42, 48, 52, 61, 85, 87, 105, 107, 108, 113, 118, 124, 131, 132, 138, 146, 159, 160, 164, 166, 183, 185, 186, 192, 193, 194, 203, 207, 210, 223, 229], "don": [0, 5, 6, 8, 10, 21, 42, 43, 44, 52, 53, 63, 73, 76, 87, 98, 99, 102, 108, 111, 112, 113, 117, 125, 126, 127, 130, 131, 138, 144, 146, 147, 149, 153, 158, 160, 161, 164, 165, 183, 184, 186, 188, 189, 190, 191, 192, 201, 212, 223, 262, 264, 265], "t": [0, 1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 17, 19, 21, 22, 23, 24, 25, 32, 34, 37, 38, 40, 42, 43, 44, 47, 48, 49, 50, 52, 53, 58, 59, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 76, 78, 87, 89, 94, 96, 97, 98, 99, 101, 102, 103, 105, 108, 110, 111, 112, 113, 115, 116, 117, 122, 123, 125, 126, 127, 130, 131, 137, 138, 139, 142, 143, 144, 145, 146, 147, 148, 149, 151, 153, 154, 155, 157, 158, 159, 160, 161, 162, 164, 165, 166, 169, 170, 172, 173, 174, 175, 177, 179, 180, 182, 183, 184, 185, 186, 188, 189, 190, 191, 192, 194, 196, 198, 199, 201, 202, 206, 207, 209, 210, 212, 220, 223, 229, 235, 237, 238, 240, 250, 254, 256, 262, 264, 265], "even": [0, 1, 4, 5, 6, 8, 10, 14, 16, 21, 23, 25, 43, 44, 51, 73, 76, 78, 95, 103, 108, 112, 113, 115, 122, 123, 124, 131, 134, 140, 143, 144, 146, 154, 160, 162, 165, 172, 174, 175, 177, 185, 190, 192, 193, 196, 201, 204, 229], "becaus": [0, 1, 2, 4, 5, 6, 8, 12, 14, 15, 16, 17, 19, 20, 21, 22, 23, 32, 34, 42, 43, 44, 47, 48, 49, 51, 52, 55, 56, 58, 59, 60, 61, 63, 69, 73, 78, 79, 85, 87, 97, 98, 99, 101, 105, 108, 111, 112, 116, 117, 119, 125, 127, 130, 131, 134, 135, 137, 138, 142, 144, 146, 147, 148, 150, 151, 155, 157, 158, 162, 164, 166, 167, 169, 173, 174, 175, 177, 179, 182, 184, 185, 186, 189, 190, 192, 195, 196, 199, 201, 202, 204, 206, 209, 211, 212, 229, 254], "alreadi": [0, 1, 2, 4, 5, 6, 10, 11, 15, 22, 23, 79, 97, 98, 108, 113, 124, 126, 130, 134, 140, 148, 150, 153, 158, 159, 160, 165, 170, 174, 175, 177, 178, 192, 195, 201, 221, 224, 229], "exist": [0, 2, 4, 6, 8, 9, 10, 11, 17, 22, 23, 25, 47, 49, 52, 53, 67, 73, 76, 80, 83, 85, 95, 101, 104, 121, 136, 138, 143, 157, 159, 164, 165, 166, 167, 169, 172, 173, 174, 175, 182, 186, 189, 190, 191, 193, 198, 201, 202, 204, 209, 210, 226], "neural_styl": 0, "take": [0, 1, 2, 3, 4, 5, 6, 8, 9, 11, 12, 14, 15, 16, 17, 19, 20, 21, 23, 25, 34, 43, 44, 47, 48, 49, 50, 51, 52, 58, 59, 60, 61, 68, 73, 75, 78, 82, 85, 95, 97, 99, 101, 102, 103, 108, 110, 112, 113, 116, 117, 118, 124, 125, 126, 127, 128, 131, 134, 135, 136, 138, 140, 144, 146, 147, 150, 153, 154, 155, 158, 159, 160, 161, 162, 163, 164, 166, 169, 170, 172, 173, 174, 175, 176, 177, 178, 179, 183, 185, 190, 193, 194, 196, 198, 199, 200, 201, 202, 206, 209, 210, 221, 223, 224, 229, 232, 233, 254, 262, 264], "look": [0, 2, 4, 5, 6, 8, 9, 10, 11, 12, 14, 16, 18, 20, 22, 23, 25, 34, 43, 44, 47, 48, 49, 50, 51, 52, 73, 78, 79, 85, 87, 98, 99, 101, 102, 103, 105, 108, 112, 113, 116, 117, 118, 123, 124, 125, 126, 131, 136, 137, 139, 148, 150, 151, 153, 157, 159, 160, 163, 164, 165, 166, 169, 170, 172, 174, 175, 176, 178, 179, 182, 183, 187, 188, 190, 193, 194, 198, 199, 200, 221, 224, 232], "essenti": [0, 6, 10, 14, 32, 49, 98, 99, 101, 136, 161, 174, 175, 203, 210, 254], "trace": [0, 5, 8, 10, 20, 21, 43, 49, 60, 78, 107, 109, 110, 112, 121, 138, 143, 145, 151, 165, 169, 174, 175, 188, 195, 197, 204, 210, 221, 224, 225, 226, 239, 248, 252], "so": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 17, 18, 19, 20, 21, 22, 23, 24, 25, 42, 44, 47, 49, 51, 52, 53, 58, 59, 60, 65, 68, 73, 75, 76, 78, 80, 83, 85, 87, 95, 97, 98, 99, 100, 101, 102, 103, 105, 108, 109, 111, 113, 115, 116, 117, 119, 122, 123, 124, 125, 126, 127, 128, 130, 131, 135, 136, 137, 138, 140, 143, 144, 145, 146, 147, 149, 150, 153, 154, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 169, 172, 173, 174, 175, 177, 178, 179, 180, 183, 184, 185, 186, 188, 189, 190, 192, 193, 194, 195, 196, 198, 199, 201, 202, 203, 205, 207, 209, 210, 221, 223, 224, 225, 226, 228, 229, 232, 247, 248, 254, 263, 264, 265], "intern": [0, 5, 8, 10, 11, 15, 22, 49, 56, 60, 68, 76, 97, 111, 113, 121, 123, 126, 136, 169, 177, 189, 190, 197, 204, 209, 264], "dummi": [0, 1, 8, 20, 47, 78, 85, 110, 134, 139, 146, 155, 156, 177, 186, 200, 254], "data": [0, 2, 3, 5, 11, 12, 14, 16, 17, 18, 20, 21, 22, 23, 24, 33, 34, 37, 38, 40, 41, 43, 46, 47, 48, 51, 58, 59, 67, 68, 71, 72, 73, 75, 76, 78, 79, 82, 85, 89, 92, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 111, 112, 113, 116, 118, 119, 120, 121, 125, 126, 130, 132, 135, 136, 137, 138, 139, 140, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 155, 159, 161, 162, 163, 164, 170, 173, 174, 175, 177, 178, 179, 183, 184, 185, 186, 189, 191, 193, 194, 197, 198, 199, 200, 201, 202, 206, 207, 209, 214, 217, 219, 221, 222, 224, 231, 236, 237, 245, 248, 250, 251, 254, 255, 264, 268], "gener": [0, 1, 4, 5, 8, 9, 10, 11, 12, 13, 14, 16, 17, 18, 20, 22, 23, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 43, 44, 45, 47, 48, 49, 51, 53, 58, 59, 60, 61, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 82, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 114, 116, 117, 118, 119, 121, 124, 125, 127, 128, 130, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 157, 158, 160, 161, 162, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 177, 178, 179, 182, 185, 187, 189, 190, 191, 192, 193, 194, 196, 199, 200, 201, 202, 204, 205, 206, 209, 210, 212, 221, 223, 224, 226, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 254, 256, 257, 262, 264, 265, 268], "graph": [0, 1, 5, 10, 14, 20, 22, 23, 25, 32, 47, 49, 63, 65, 68, 76, 78, 82, 85, 86, 98, 100, 107, 110, 111, 125, 127, 129, 131, 143, 144, 145, 146, 148, 163, 164, 169, 170, 172, 177, 180, 187, 197, 198, 199, 201, 207, 219, 221, 248, 254, 257], "input": [0, 1, 2, 4, 5, 6, 8, 9, 10, 12, 13, 14, 16, 17, 20, 21, 22, 23, 25, 32, 42, 43, 44, 45, 47, 48, 49, 56, 61, 63, 64, 65, 67, 68, 69, 71, 72, 75, 76, 78, 79, 83, 85, 87, 89, 90, 92, 93, 94, 96, 97, 98, 99, 101, 102, 103, 104, 105, 108, 109, 110, 111, 112, 113, 115, 116, 117, 118, 120, 122, 123, 124, 126, 128, 130, 132, 134, 135, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 151, 153, 155, 157, 158, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 177, 179, 180, 182, 183, 184, 185, 186, 188, 189, 193, 194, 195, 198, 199, 200, 201, 202, 204, 205, 206, 207, 208, 209, 211, 212, 221, 224, 231, 232, 234, 235, 239, 240, 251, 253, 257, 258, 265], "simpli": [0, 1, 3, 4, 5, 6, 7, 8, 9, 13, 19, 21, 23, 43, 44, 49, 53, 58, 59, 60, 78, 85, 101, 103, 112, 113, 124, 126, 128, 131, 135, 136, 145, 146, 150, 153, 156, 157, 160, 161, 162, 163, 166, 167, 170, 173, 177, 178, 180, 188, 189, 191, 203, 206, 219, 221, 224, 225, 226, 229, 254], "blank": [0, 264], "pixel": [0, 1, 20, 44, 73, 97, 137, 148, 167, 172, 205], "size": [0, 3, 5, 6, 7, 8, 9, 11, 12, 13, 14, 17, 18, 19, 20, 21, 23, 25, 32, 33, 34, 37, 38, 43, 44, 45, 47, 49, 51, 52, 55, 58, 59, 60, 75, 78, 80, 82, 87, 92, 93, 97, 98, 101, 102, 103, 104, 110, 112, 113, 115, 116, 117, 118, 119, 122, 123, 124, 125, 126, 127, 128, 130, 136, 137, 139, 140, 142, 145, 146, 147, 148, 149, 150, 151, 153, 155, 156, 158, 159, 160, 161, 162, 163, 165, 166, 167, 169, 172, 173, 174, 175, 176, 178, 179, 182, 183, 184, 185, 189, 190, 193, 194, 195, 197, 199, 202, 204, 205, 209, 210, 219, 221, 223, 224, 228, 229, 232, 235, 238, 240, 246, 248, 250, 252, 254, 262], "import": [0, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14, 17, 18, 19, 20, 21, 22, 23, 24, 25, 32, 33, 34, 37, 38, 39, 40, 41, 42, 43, 44, 47, 48, 49, 50, 51, 52, 53, 58, 59, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 81, 82, 85, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 134, 135, 136, 137, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 200, 202, 203, 204, 205, 206, 207, 209, 210, 211, 212, 213, 214, 215, 216, 217, 219, 220, 221, 222, 223, 224, 225, 226, 227, 229, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 254, 255, 256, 257, 258, 259, 260, 262, 264], "To": [0, 1, 4, 5, 6, 7, 8, 10, 11, 12, 14, 16, 17, 19, 20, 23, 42, 47, 49, 50, 51, 57, 58, 59, 60, 61, 64, 65, 79, 82, 83, 85, 87, 97, 98, 99, 101, 102, 103, 107, 108, 111, 112, 114, 115, 118, 119, 122, 123, 124, 125, 126, 127, 128, 130, 131, 132, 134, 136, 137, 138, 140, 142, 145, 150, 153, 154, 156, 157, 158, 159, 160, 161, 162, 163, 165, 166, 169, 170, 172, 175, 176, 177, 178, 183, 185, 186, 187, 188, 189, 190, 192, 193, 197, 198, 199, 200, 201, 202, 203, 205, 207, 209, 210, 221, 223, 224, 225, 226, 228, 229, 239, 241, 254, 262], "get": [0, 1, 2, 5, 6, 7, 8, 11, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 38, 43, 44, 45, 49, 50, 51, 52, 55, 56, 60, 61, 63, 73, 75, 78, 83, 87, 92, 97, 98, 99, 100, 101, 102, 104, 105, 109, 111, 112, 116, 117, 119, 120, 121, 122, 124, 126, 127, 128, 130, 135, 136, 137, 138, 139, 140, 143, 144, 146, 147, 149, 150, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 166, 167, 169, 170, 172, 174, 175, 176, 177, 178, 179, 182, 183, 185, 186, 190, 192, 195, 196, 198, 199, 200, 201, 202, 205, 207, 209, 210, 214, 219, 223, 224, 229, 230, 232, 239, 258], "good": [0, 1, 2, 4, 5, 6, 20, 21, 44, 50, 52, 59, 97, 99, 103, 105, 113, 116, 123, 126, 136, 137, 145, 151, 159, 160, 161, 165, 170, 172, 177, 178, 179, 196, 201, 229, 264], "perform": [0, 1, 3, 4, 6, 8, 10, 11, 12, 14, 15, 16, 17, 19, 20, 21, 23, 25, 42, 43, 44, 45, 49, 52, 56, 60, 61, 64, 65, 67, 73, 82, 85, 87, 97, 98, 99, 103, 108, 111, 112, 113, 115, 116, 119, 120, 121, 122, 123, 124, 125, 126, 127, 130, 131, 136, 137, 138, 140, 142, 143, 146, 147, 150, 151, 156, 158, 159, 160, 161, 162, 164, 167, 170, 172, 173, 179, 183, 185, 186, 187, 190, 191, 194, 195, 196, 199, 200, 202, 203, 214, 219, 221, 228, 229, 233, 236, 254], "250x540": 0, "larger": [0, 3, 8, 12, 73, 82, 97, 112, 119, 122, 123, 124, 126, 132, 143, 150, 158, 161, 164, 166, 169, 172, 185, 194, 204, 262], "care": [0, 1, 5, 14, 21, 61, 73, 87, 97, 113, 118, 131, 136, 150, 160, 164, 190, 198, 233], "less": [0, 3, 5, 6, 8, 19, 56, 60, 82, 97, 98, 113, 116, 117, 119, 122, 126, 137, 142, 153, 160, 161, 162, 169, 170, 173, 174, 175, 177, 185, 198], "fp": [0, 49, 87, 121, 151], "qualiti": [0, 24, 113, 147, 166], "imagemagick": 0, "creat": [0, 1, 2, 4, 5, 6, 7, 9, 10, 12, 14, 16, 18, 19, 20, 21, 22, 23, 24, 25, 38, 39, 42, 43, 44, 47, 48, 50, 51, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 80, 82, 85, 95, 97, 98, 100, 102, 103, 105, 108, 110, 111, 114, 116, 117, 118, 119, 121, 122, 124, 131, 134, 135, 136, 137, 138, 140, 142, 143, 147, 148, 149, 150, 153, 154, 155, 156, 158, 159, 160, 161, 163, 164, 166, 169, 170, 172, 173, 176, 179, 182, 183, 185, 186, 188, 189, 190, 193, 194, 195, 196, 198, 200, 201, 203, 205, 207, 209, 210, 212, 223, 224, 226, 254, 259, 260, 264], "xc": 0, "white": [0, 12, 17, 73, 113, 170, 172, 202, 264], "png24": 0, "jpg": [0, 12, 20, 34, 51, 52, 58, 59, 90, 117, 140, 147, 205, 214, 230, 259], "eval": [0, 1, 7, 9, 12, 17, 19, 20, 24, 37, 38, 39, 42, 49, 58, 59, 60, 73, 90, 96, 97, 104, 112, 113, 115, 117, 118, 119, 122, 123, 125, 130, 138, 140, 143, 144, 158, 160, 163, 165, 166, 167, 172, 173, 174, 177, 178, 179, 182, 184, 185, 186, 188, 195, 196, 199, 200, 202, 205, 207, 209, 214, 221, 222, 223, 224, 229, 230, 242, 243, 244, 248, 255, 258], "content": [0, 2, 5, 9, 14, 23, 25, 50, 56, 61, 104, 112, 125, 134, 136, 159, 160, 164, 166, 173, 174, 175, 177, 178, 182, 189, 209, 214, 223, 230, 268], "output": [0, 1, 2, 3, 4, 5, 6, 9, 10, 11, 12, 13, 14, 16, 17, 19, 20, 21, 22, 23, 25, 32, 42, 43, 44, 45, 47, 48, 49, 51, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 78, 79, 82, 83, 85, 87, 90, 92, 94, 96, 97, 98, 99, 101, 102, 103, 105, 108, 109, 111, 112, 114, 115, 116, 117, 118, 119, 122, 123, 124, 125, 127, 128, 130, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 155, 156, 157, 158, 159, 160, 161, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 178, 179, 180, 182, 183, 185, 186, 188, 194, 195, 196, 198, 199, 200, 201, 202, 204, 205, 207, 208, 209, 210, 211, 212, 214, 219, 221, 222, 223, 224, 229, 231, 232, 234, 239, 240, 251, 254, 255, 256, 258, 260, 262, 264, 265], "out": [0, 1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 15, 17, 20, 21, 22, 23, 24, 25, 32, 40, 43, 44, 45, 47, 48, 49, 51, 52, 58, 59, 60, 61, 73, 75, 76, 78, 83, 85, 87, 89, 95, 97, 98, 99, 100, 102, 103, 104, 107, 109, 113, 117, 118, 119, 121, 124, 125, 126, 127, 131, 132, 135, 136, 137, 139, 140, 142, 144, 145, 146, 148, 150, 153, 154, 156, 157, 158, 159, 160, 162, 163, 164, 166, 169, 170, 172, 174, 175, 177, 178, 182, 183, 184, 189, 190, 191, 192, 193, 194, 195, 198, 199, 200, 202, 206, 207, 209, 221, 223, 235, 236, 240, 254, 256, 264], "cuda": [0, 1, 4, 6, 7, 8, 10, 11, 12, 15, 16, 17, 18, 19, 20, 23, 24, 33, 38, 40, 42, 43, 44, 45, 48, 49, 52, 53, 54, 55, 63, 64, 72, 73, 79, 83, 87, 89, 95, 97, 99, 104, 109, 110, 111, 112, 115, 117, 118, 121, 122, 123, 124, 130, 132, 133, 134, 135, 136, 137, 139, 147, 148, 150, 151, 153, 154, 155, 156, 157, 158, 160, 161, 162, 163, 164, 165, 166, 167, 169, 172, 173, 175, 176, 179, 185, 187, 194, 199, 202, 211, 212, 215, 216, 231, 232, 233, 238, 239, 241, 248, 252, 253, 256, 257, 260], "0": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 43, 44, 45, 47, 48, 49, 51, 52, 55, 58, 59, 60, 61, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 82, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 122, 123, 124, 125, 126, 127, 128, 130, 131, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 156, 157, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 193, 194, 195, 196, 198, 199, 201, 202, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 254, 255, 256, 257, 258, 259, 260, 261, 263, 264], "export_onnx": 0, "end": [0, 4, 5, 6, 7, 8, 14, 17, 19, 22, 23, 25, 32, 43, 49, 52, 54, 58, 59, 60, 75, 82, 85, 89, 97, 102, 113, 115, 116, 121, 122, 124, 126, 127, 128, 130, 135, 136, 137, 138, 145, 147, 149, 153, 158, 159, 161, 162, 164, 166, 167, 169, 170, 173, 174, 175, 176, 177, 184, 185, 186, 190, 194, 199, 201, 202, 204, 209, 221, 223, 229, 240, 253, 264], "up": [0, 1, 3, 4, 5, 6, 7, 8, 10, 14, 17, 18, 19, 21, 22, 42, 49, 52, 55, 60, 61, 70, 76, 78, 82, 85, 97, 98, 99, 101, 102, 103, 105, 109, 113, 119, 121, 122, 123, 124, 127, 128, 130, 132, 133, 134, 136, 137, 139, 144, 145, 151, 153, 155, 158, 159, 160, 161, 162, 163, 166, 167, 169, 170, 173, 176, 177, 178, 183, 186, 187, 188, 194, 197, 198, 199, 201, 202, 204, 205, 221, 224, 225, 226, 232, 264], "correspond": [0, 1, 2, 3, 5, 6, 8, 10, 12, 14, 15, 43, 49, 55, 60, 75, 82, 99, 102, 109, 112, 116, 118, 123, 125, 126, 134, 145, 153, 157, 160, 163, 166, 167, 169, 170, 172, 173, 176, 179, 186, 188, 193, 201, 210], "come": [0, 1, 5, 6, 10, 17, 19, 20, 22, 23, 51, 52, 60, 73, 85, 87, 97, 98, 112, 123, 124, 126, 136, 137, 145, 153, 154, 156, 160, 165, 173, 176, 183, 185, 186, 199, 200, 202, 263], "abov": [0, 1, 3, 4, 5, 6, 8, 10, 11, 14, 15, 16, 19, 20, 22, 23, 43, 44, 49, 51, 52, 58, 59, 61, 65, 67, 68, 73, 82, 95, 97, 98, 99, 101, 102, 103, 108, 110, 111, 113, 116, 122, 124, 125, 126, 127, 130, 131, 132, 133, 134, 135, 136, 140, 142, 145, 146, 147, 148, 150, 151, 153, 154, 155, 157, 158, 160, 162, 163, 164, 165, 169, 172, 173, 174, 175, 176, 177, 178, 179, 180, 185, 188, 189, 190, 191, 192, 193, 196, 198, 199, 201, 219, 221, 223, 224, 225, 226, 228, 229, 254, 263, 264], "ad": [0, 2, 5, 6, 10, 15, 18, 22, 23, 24, 25, 32, 37, 49, 50, 53, 58, 59, 60, 61, 73, 83, 85, 95, 99, 101, 110, 112, 113, 115, 122, 123, 128, 134, 137, 140, 142, 146, 147, 151, 153, 156, 157, 161, 165, 166, 174, 175, 178, 179, 188, 189, 199, 210, 221, 224, 225, 226, 254], "our": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 12, 16, 17, 19, 20, 21, 22, 23, 25, 40, 43, 44, 45, 48, 49, 50, 51, 52, 53, 55, 58, 59, 60, 61, 64, 65, 67, 68, 69, 75, 78, 79, 87, 97, 98, 99, 102, 103, 104, 105, 108, 109, 111, 116, 117, 118, 122, 123, 126, 127, 128, 131, 132, 133, 137, 138, 140, 142, 144, 145, 146, 147, 148, 150, 151, 154, 155, 157, 158, 160, 161, 162, 163, 165, 166, 167, 170, 172, 173, 174, 175, 177, 179, 180, 183, 185, 188, 189, 190, 191, 192, 193, 195, 196, 198, 199, 202, 204, 206, 209, 210, 212, 223, 224, 250, 252], "path": [0, 4, 5, 6, 9, 18, 19, 22, 23, 34, 42, 44, 49, 50, 51, 52, 53, 59, 60, 73, 82, 87, 96, 97, 98, 104, 108, 112, 116, 117, 122, 123, 125, 126, 127, 128, 138, 140, 143, 145, 147, 149, 156, 158, 172, 173, 177, 179, 182, 183, 185, 186, 189, 190, 195, 196, 198, 199, 200, 201, 205, 207, 209, 214, 223, 224, 225, 226, 229, 232, 235, 241, 242, 243, 244, 247, 248, 249, 258, 259], "unfortun": [0, 8, 23, 25, 136], "won": [0, 3, 5, 10, 43, 115, 123, 130, 131, 142, 151, 155, 160, 229, 254], "mark": [0, 49, 58, 59, 75, 124, 147, 148, 161, 162, 177, 178, 183, 184, 192, 262], "while": [0, 1, 2, 3, 4, 5, 6, 9, 11, 12, 13, 14, 16, 17, 19, 21, 23, 49, 52, 55, 60, 78, 82, 89, 105, 108, 109, 113, 116, 119, 120, 122, 125, 126, 132, 134, 136, 137, 138, 140, 145, 146, 147, 148, 150, 153, 157, 158, 159, 160, 163, 164, 165, 166, 167, 173, 174, 175, 177, 178, 180, 183, 185, 186, 190, 191, 192, 193, 194, 198, 201, 202, 209, 224, 229], "onli": [0, 1, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14, 15, 16, 18, 19, 20, 22, 23, 42, 43, 44, 45, 47, 49, 53, 55, 56, 60, 61, 73, 78, 80, 82, 87, 95, 97, 98, 99, 103, 107, 108, 109, 112, 113, 114, 116, 117, 122, 123, 124, 125, 126, 127, 128, 130, 131, 132, 133, 134, 136, 137, 138, 139, 140, 142, 143, 144, 147, 148, 150, 151, 153, 154, 155, 156, 157, 158, 159, 160, 163, 164, 165, 166, 169, 170, 172, 173, 174, 175, 177, 178, 179, 180, 183, 185, 186, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 200, 201, 203, 204, 205, 206, 207, 209, 210, 212, 219, 223, 224, 225, 226, 229, 232, 254, 264], "when": [0, 1, 5, 6, 8, 10, 11, 12, 14, 15, 17, 18, 20, 21, 22, 23, 25, 32, 42, 43, 44, 45, 47, 48, 49, 50, 52, 53, 55, 58, 59, 60, 61, 65, 68, 73, 75, 78, 79, 82, 85, 87, 97, 98, 101, 103, 108, 109, 110, 111, 112, 115, 118, 119, 121, 122, 123, 125, 126, 128, 130, 133, 134, 135, 136, 137, 138, 140, 142, 144, 145, 147, 148, 150, 151, 153, 154, 156, 157, 158, 160, 161, 162, 164, 165, 166, 169, 172, 173, 174, 175, 176, 177, 178, 179, 183, 184, 185, 189, 190, 193, 194, 196, 198, 199, 200, 201, 202, 203, 204, 207, 209, 210, 212, 228, 262, 264, 266], "applic": [0, 2, 3, 11, 12, 14, 15, 23, 49, 58, 59, 60, 61, 75, 97, 105, 117, 120, 121, 123, 125, 126, 130, 134, 138, 140, 144, 150, 153, 157, 158, 162, 164, 172, 177, 185, 192, 195, 207, 223, 224], "netron": [0, 108], "see": [0, 1, 2, 3, 4, 5, 6, 8, 9, 10, 11, 12, 14, 17, 18, 19, 20, 21, 23, 24, 25, 42, 44, 45, 47, 48, 49, 50, 51, 52, 55, 58, 59, 60, 65, 73, 75, 78, 80, 82, 83, 85, 87, 97, 98, 99, 100, 101, 102, 103, 105, 108, 109, 111, 112, 113, 116, 119, 122, 123, 124, 126, 127, 128, 130, 131, 134, 136, 137, 138, 139, 140, 142, 143, 144, 145, 147, 150, 151, 153, 154, 155, 156, 157, 158, 159, 160, 161, 163, 164, 165, 166, 169, 170, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 185, 186, 188, 189, 190, 192, 193, 195, 197, 198, 201, 202, 203, 204, 206, 207, 209, 212, 219, 223, 225, 226, 229, 254, 264], "name": [0, 1, 2, 4, 5, 6, 7, 8, 10, 12, 13, 14, 17, 18, 19, 20, 21, 22, 23, 33, 49, 50, 51, 52, 59, 60, 78, 79, 82, 98, 103, 105, 108, 109, 110, 112, 122, 124, 125, 126, 128, 134, 135, 137, 138, 140, 142, 143, 144, 145, 148, 154, 156, 157, 160, 161, 162, 163, 165, 166, 169, 172, 173, 174, 175, 176, 179, 183, 186, 188, 196, 198, 199, 201, 202, 204, 205, 207, 209, 210, 220, 221, 222, 223, 229, 232, 239, 240, 247, 257, 259, 264, 265], "186": [0, 185], "numer": [0, 17, 19, 20, 49, 97, 98, 105, 113, 126, 130, 160, 183, 186, 197, 198, 199, 200, 202, 254, 265], "id": [0, 9, 17, 49, 82, 95, 113, 126, 134, 138, 140, 154, 162, 163, 164, 172, 174, 175, 176, 179, 182, 202, 215, 245, 262, 263, 267], "assign": [0, 6, 22, 45, 47, 53, 65, 67, 97, 98, 99, 102, 103, 111, 136, 154, 160, 177, 245, 263], "small": [0, 1, 3, 5, 6, 9, 12, 17, 18, 20, 21, 23, 24, 25, 42, 43, 44, 47, 57, 73, 78, 79, 80, 97, 99, 100, 102, 103, 105, 116, 117, 122, 123, 126, 128, 130, 144, 150, 153, 154, 158, 159, 160, 161, 164, 166, 167, 172, 179, 185, 190, 202, 210], "onnx_to_coreml": 0, "touch": [0, 2, 4, 6, 14, 22, 23], "command": [0, 4, 5, 6, 14, 23, 50, 75, 107, 114, 119, 126, 127, 133, 134, 135, 138, 140, 156, 160, 162, 163, 164, 166, 169, 170, 172, 177, 179, 189, 209, 219, 221, 223, 224, 264, 265], "edit": [0, 3, 6, 9, 11, 12, 16, 19, 20, 48, 50, 61, 113, 123, 124, 134, 135, 136, 138, 144, 145, 156, 158, 159, 162, 163, 164, 183, 185, 226, 262], "favorit": [0, 42, 59, 136, 144], "editor": [0, 226], "add": [0, 2, 4, 6, 7, 8, 9, 10, 12, 14, 15, 17, 19, 21, 22, 23, 40, 44, 47, 48, 49, 50, 58, 59, 60, 61, 73, 78, 80, 85, 87, 98, 99, 102, 108, 113, 114, 116, 118, 121, 122, 123, 124, 126, 127, 128, 129, 130, 136, 137, 140, 143, 144, 145, 146, 147, 153, 155, 156, 159, 160, 162, 163, 164, 166, 169, 174, 175, 177, 178, 182, 183, 185, 187, 188, 189, 190, 192, 200, 201, 202, 205, 207, 209, 219, 223, 228, 232, 239, 254, 262, 264, 269], "follow": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 25, 42, 44, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 58, 59, 60, 73, 75, 81, 82, 83, 85, 86, 87, 97, 98, 99, 101, 102, 103, 105, 107, 108, 112, 113, 114, 115, 116, 117, 118, 119, 122, 123, 124, 125, 126, 130, 132, 133, 134, 136, 137, 138, 140, 143, 144, 145, 146, 147, 148, 150, 153, 154, 156, 157, 158, 159, 160, 161, 162, 163, 165, 166, 169, 170, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 184, 186, 187, 188, 189, 191, 193, 194, 195, 196, 198, 199, 200, 201, 202, 203, 205, 206, 207, 209, 210, 219, 221, 223, 224, 225, 226, 228, 229, 254, 262, 264, 265, 269], "code": [0, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 16, 17, 18, 19, 20, 21, 23, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 55, 56, 57, 58, 59, 60, 61, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 82, 83, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 130, 132, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 156, 157, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 177, 178, 179, 182, 183, 185, 186, 188, 189, 191, 192, 193, 194, 195, 196, 198, 199, 200, 201, 202, 204, 206, 212, 219, 221, 223, 224, 225, 226, 227, 229, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 254, 256, 257, 263, 265], "sy": [0, 3, 7, 18, 19, 53, 55, 90, 134, 138, 149, 156, 183, 186, 195, 198, 199, 211, 212], "onnx_pb": 0, "onnx_coreml": 0, "model_in": 0, "argv": [0, 4, 22, 23, 53, 55, 221, 258], "1": [0, 1, 2, 3, 5, 6, 7, 8, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 32, 33, 34, 36, 37, 38, 40, 41, 42, 43, 45, 47, 48, 49, 51, 52, 53, 55, 60, 61, 63, 64, 68, 69, 73, 75, 76, 80, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 136, 137, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 153, 154, 155, 157, 159, 160, 161, 162, 163, 164, 165, 166, 167, 172, 173, 174, 175, 176, 178, 184, 185, 187, 188, 189, 190, 191, 192, 193, 194, 195, 197, 198, 199, 202, 203, 204, 205, 206, 207, 208, 209, 210, 213, 215, 216, 217, 220, 221, 222, 223, 227, 228, 230, 231, 238, 240, 245, 246, 248, 250, 255, 258, 259, 260, 261, 262, 264, 265, 268], "model_out": 0, "2": [0, 1, 2, 3, 5, 6, 7, 11, 12, 14, 15, 16, 18, 20, 21, 23, 24, 32, 33, 34, 36, 40, 42, 43, 47, 48, 49, 51, 52, 53, 55, 60, 61, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 80, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 107, 108, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 121, 122, 123, 124, 125, 126, 127, 129, 130, 131, 132, 133, 134, 136, 137, 139, 140, 142, 144, 145, 146, 147, 148, 149, 150, 153, 154, 155, 157, 159, 160, 161, 162, 163, 164, 165, 166, 167, 172, 173, 174, 175, 176, 184, 185, 187, 190, 191, 192, 193, 194, 197, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 216, 217, 220, 221, 222, 223, 230, 231, 233, 238, 240, 245, 248, 253, 256, 257, 258, 260, 262, 264, 265, 268], "model_fil": [0, 19, 183, 198, 199, 205], "rb": [0, 49, 87, 104, 116, 137, 140, 224], "model_proto": [0, 108], "modelproto": [0, 20], "parsefromstr": 0, "read": [0, 1, 2, 5, 6, 9, 14, 19, 22, 23, 38, 47, 49, 51, 73, 101, 102, 112, 113, 116, 117, 120, 122, 125, 126, 127, 128, 136, 138, 140, 143, 145, 150, 153, 159, 160, 163, 166, 167, 170, 173, 186, 188, 189, 196, 205, 209, 223, 224, 228, 262, 264], "coreml_model": 0, "image_input_nam": 0, "image_output_nam": 0, "save": [0, 2, 4, 6, 7, 9, 11, 12, 19, 20, 23, 35, 38, 39, 44, 48, 49, 50, 52, 58, 59, 73, 87, 96, 97, 108, 115, 117, 119, 121, 123, 124, 126, 127, 130, 138, 140, 145, 146, 149, 157, 158, 161, 162, 163, 164, 166, 169, 172, 182, 183, 186, 188, 189, 195, 196, 205, 207, 209, 215, 219, 221, 222, 223, 224, 225, 226, 229, 231, 232, 235, 236, 238, 242, 243, 244, 249, 254, 258], "mlmodel": [0, 188], "i": [0, 1, 5, 6, 7, 8, 9, 11, 12, 14, 17, 18, 19, 22, 23, 25, 32, 34, 39, 42, 43, 49, 51, 52, 58, 59, 60, 61, 69, 73, 75, 76, 85, 87, 89, 90, 92, 94, 96, 98, 99, 101, 102, 103, 104, 111, 112, 113, 116, 117, 118, 122, 124, 127, 128, 129, 133, 135, 136, 137, 139, 143, 147, 148, 153, 154, 155, 157, 160, 162, 163, 164, 166, 170, 172, 173, 174, 175, 176, 177, 178, 182, 190, 192, 193, 194, 202, 203, 204, 209, 210, 216, 222, 227, 232, 238, 251, 264, 265], "e": [0, 4, 5, 6, 7, 8, 10, 11, 18, 22, 23, 25, 32, 39, 42, 43, 44, 49, 51, 52, 58, 60, 61, 65, 69, 73, 75, 76, 79, 85, 87, 89, 95, 97, 100, 103, 108, 110, 111, 112, 117, 121, 123, 124, 126, 127, 128, 131, 133, 134, 135, 136, 139, 143, 147, 148, 154, 155, 156, 157, 160, 162, 164, 166, 169, 173, 174, 175, 176, 177, 180, 183, 185, 186, 191, 192, 193, 194, 197, 201, 203, 206, 207, 209, 221, 258], "one": [0, 1, 4, 5, 6, 7, 8, 9, 11, 12, 14, 15, 17, 18, 19, 21, 22, 23, 25, 45, 47, 48, 49, 51, 52, 55, 56, 60, 61, 73, 76, 80, 85, 87, 93, 95, 97, 98, 100, 101, 102, 103, 108, 112, 113, 114, 116, 117, 122, 123, 124, 125, 126, 127, 128, 130, 131, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 150, 153, 154, 155, 157, 159, 160, 161, 162, 163, 164, 165, 166, 169, 170, 172, 174, 175, 176, 178, 179, 180, 184, 185, 190, 191, 192, 194, 195, 196, 199, 201, 202, 206, 209, 225, 229, 236, 254, 264], "re": [0, 1, 4, 5, 6, 7, 9, 10, 14, 16, 19, 21, 22, 23, 24, 44, 48, 49, 50, 60, 73, 78, 97, 98, 117, 125, 127, 128, 137, 139, 140, 142, 144, 146, 151, 153, 155, 159, 160, 161, 162, 163, 166, 174, 175, 176, 177, 179, 183, 185, 188, 190, 195, 198, 199, 203, 206, 209, 224, 247, 264], "current": [0, 1, 5, 6, 8, 10, 11, 12, 14, 15, 19, 22, 23, 37, 38, 49, 52, 60, 82, 107, 113, 117, 122, 123, 125, 126, 127, 128, 136, 137, 142, 143, 147, 148, 150, 155, 157, 158, 160, 161, 162, 163, 164, 165, 166, 169, 174, 175, 180, 183, 186, 188, 189, 190, 192, 193, 194, 195, 196, 198, 199, 219, 225, 229, 262], "readm": [0, 119, 180], "md": [0, 119, 180], "contain": [0, 1, 2, 4, 6, 8, 9, 10, 12, 14, 15, 17, 20, 21, 22, 23, 25, 34, 42, 47, 49, 50, 55, 58, 60, 64, 67, 68, 69, 75, 76, 78, 82, 85, 95, 101, 102, 111, 112, 116, 117, 122, 123, 125, 126, 127, 132, 134, 135, 137, 140, 143, 150, 154, 157, 158, 160, 161, 162, 164, 165, 166, 167, 169, 170, 172, 174, 175, 176, 179, 180, 182, 183, 188, 193, 196, 199, 201, 202, 203, 207, 209, 223, 224, 259, 264, 265], "abl": [0, 1, 3, 4, 5, 6, 14, 15, 17, 23, 49, 60, 85, 97, 98, 100, 103, 112, 117, 126, 130, 131, 132, 133, 136, 137, 139, 140, 145, 147, 148, 153, 155, 158, 160, 163, 170, 173, 174, 175, 179, 183, 186, 189, 192, 198, 201, 202, 209, 224], "phone": [0, 97, 105, 189, 224], "onnxliv": 0, "xcodeproj": [0, 224], "project": [0, 4, 5, 6, 23, 52, 58, 59, 60, 112, 116, 124, 140, 156, 161, 165, 166, 170, 188, 189, 194, 205, 209, 221, 223, 224, 225, 226, 227, 228, 258, 259, 263, 268], "recommend": [0, 4, 6, 8, 10, 15, 18, 19, 20, 23, 61, 82, 108, 115, 116, 119, 121, 128, 134, 138, 158, 159, 166, 169, 173, 176, 177, 178, 179, 182, 183, 186, 192, 197, 200, 221, 228, 229, 264], "9": [0, 1, 3, 5, 6, 17, 18, 19, 23, 34, 43, 44, 49, 65, 87, 92, 94, 95, 96, 103, 104, 109, 111, 112, 115, 116, 117, 118, 145, 147, 154, 158, 159, 161, 162, 169, 170, 172, 173, 174, 177, 178, 179, 202, 205, 207, 209, 221, 222, 223, 230, 232, 239, 242, 243, 244, 250, 251, 255, 268], "x": [0, 1, 2, 5, 6, 7, 12, 14, 17, 18, 19, 20, 21, 22, 23, 25, 32, 33, 37, 38, 40, 43, 44, 47, 48, 49, 51, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 76, 78, 79, 80, 85, 87, 89, 92, 93, 94, 95, 96, 97, 98, 99, 101, 104, 105, 108, 110, 111, 112, 113, 114, 115, 116, 117, 123, 124, 125, 127, 128, 129, 130, 131, 134, 135, 136, 139, 140, 142, 143, 145, 146, 147, 148, 149, 150, 151, 154, 155, 156, 157, 158, 159, 161, 162, 163, 164, 165, 167, 170, 172, 173, 174, 175, 176, 177, 178, 179, 180, 184, 185, 187, 194, 196, 198, 199, 200, 202, 204, 206, 209, 210, 213, 214, 215, 216, 219, 220, 221, 222, 224, 227, 229, 232, 234, 238, 240, 241, 242, 243, 244, 246, 247, 248, 249, 250, 251, 253, 254, 256, 257, 265], "might": [0, 1, 5, 8, 10, 15, 16, 25, 44, 50, 51, 52, 53, 60, 79, 97, 98, 102, 103, 105, 108, 109, 113, 127, 131, 132, 133, 134, 136, 143, 144, 146, 150, 154, 158, 164, 165, 166, 169, 173, 179, 183, 185, 186, 189, 190, 198, 201, 205, 207, 224, 233, 254, 262], "issu": [0, 2, 4, 5, 6, 8, 9, 19, 20, 22, 23, 51, 58, 113, 118, 122, 133, 138, 139, 143, 144, 145, 148, 155, 159, 169, 175, 185, 186, 187, 188, 189, 190, 192, 194, 196, 200, 205, 206, 208, 223, 231, 233], "older": [0, 56, 109, 139, 155, 161, 176, 185], "some": [0, 1, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 15, 17, 19, 20, 22, 23, 25, 42, 43, 44, 47, 48, 49, 50, 51, 52, 58, 59, 60, 61, 63, 68, 73, 76, 78, 80, 82, 87, 92, 97, 98, 99, 100, 101, 102, 103, 108, 109, 110, 112, 113, 116, 121, 122, 123, 126, 128, 130, 131, 132, 134, 135, 136, 137, 139, 140, 142, 143, 144, 145, 146, 149, 150, 151, 153, 155, 157, 158, 160, 161, 163, 164, 166, 167, 169, 170, 172, 173, 174, 175, 177, 178, 179, 183, 184, 185, 188, 189, 190, 191, 192, 193, 194, 195, 198, 199, 200, 201, 202, 203, 204, 206, 210, 221, 224, 239, 254, 263, 264], "replac": [0, 3, 6, 12, 19, 24, 43, 55, 57, 58, 59, 78, 99, 108, 109, 117, 118, 119, 123, 136, 138, 140, 142, 143, 148, 157, 158, 164, 166, 169, 174, 175, 178, 179, 185, 192, 195, 219, 221, 223, 232, 254], "all": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 25, 32, 34, 42, 43, 44, 45, 47, 49, 50, 51, 52, 53, 55, 56, 58, 59, 60, 61, 63, 68, 69, 73, 76, 78, 80, 82, 85, 87, 90, 98, 99, 100, 101, 102, 103, 105, 107, 108, 109, 110, 111, 112, 113, 114, 116, 117, 118, 119, 121, 122, 123, 124, 125, 126, 127, 128, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 148, 149, 150, 151, 154, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 169, 170, 172, 173, 174, 175, 177, 178, 179, 180, 182, 185, 186, 188, 189, 190, 191, 193, 194, 197, 198, 200, 201, 202, 203, 205, 206, 207, 209, 221, 224, 229, 230, 232, 247, 252, 264, 265], "set": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 15, 17, 18, 19, 20, 22, 23, 24, 25, 37, 42, 43, 44, 47, 48, 49, 50, 52, 53, 55, 58, 59, 60, 61, 63, 64, 68, 73, 76, 79, 82, 83, 86, 97, 98, 99, 102, 103, 104, 105, 110, 111, 112, 113, 115, 116, 117, 118, 121, 122, 123, 124, 127, 128, 130, 132, 133, 134, 136, 137, 140, 145, 147, 149, 150, 153, 154, 156, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 173, 174, 175, 178, 179, 182, 188, 189, 190, 192, 194, 195, 199, 200, 202, 205, 207, 209, 221, 224, 225, 226, 229, 233, 242, 262, 266, 269], "tap": 0, "screen": [0, 58, 59, 147, 161, 262], "switch": [0, 5, 8, 15, 19, 95, 112, 140, 153, 195, 207, 233], "hope": [0, 5, 25, 49, 147, 153, 166, 173, 265], "gave": [0, 103], "framework": [0, 6, 7, 10, 24, 25, 52, 60, 61, 99, 100, 120, 121, 135, 150, 162, 165, 172, 177, 178, 184, 189, 222, 223], "experi": [0, 6, 10, 97, 98, 122, 136, 138, 147, 150, 156, 158, 160, 161, 165, 166, 167, 172, 173, 176, 177, 178, 185, 186, 190, 197, 206, 229], "test": [0, 3, 8, 13, 19, 20, 22, 23, 24, 37, 38, 42, 49, 58, 59, 60, 83, 85, 92, 97, 99, 100, 105, 108, 113, 114, 119, 122, 123, 136, 137, 139, 140, 142, 145, 148, 159, 160, 163, 166, 167, 170, 173, 174, 175, 182, 183, 184, 185, 197, 198, 200, 205, 206, 221, 222, 223, 224, 264, 265], "own": [0, 5, 6, 7, 8, 10, 11, 14, 16, 17, 18, 23, 25, 49, 52, 58, 59, 64, 73, 87, 103, 108, 109, 111, 113, 121, 122, 123, 128, 130, 134, 140, 145, 150, 153, 154, 157, 159, 160, 163, 164, 166, 172, 173, 177, 179, 180, 185, 195, 196, 198, 199, 201, 202, 210, 264], "pleas": [0, 2, 4, 5, 6, 7, 9, 10, 19, 20, 22, 23, 44, 45, 47, 51, 61, 75, 87, 108, 113, 115, 118, 122, 123, 124, 134, 138, 139, 142, 143, 144, 145, 148, 150, 153, 155, 156, 158, 162, 163, 164, 169, 172, 173, 174, 175, 176, 177, 179, 180, 184, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 198, 199, 200, 201, 205, 206, 210, 221, 223, 233, 254, 264], "know": [0, 1, 5, 6, 8, 11, 18, 19, 22, 23, 43, 49, 73, 95, 99, 101, 103, 108, 113, 125, 127, 128, 131, 136, 137, 139, 145, 147, 148, 150, 151, 155, 160, 161, 162, 166, 170, 174, 175, 177, 178, 179, 180, 183, 191, 196, 262, 264], "hit": [0, 5, 9, 19, 61, 73, 113, 124, 169], "ani": [0, 1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16, 17, 19, 21, 22, 23, 43, 45, 47, 49, 51, 52, 53, 55, 60, 65, 67, 76, 97, 98, 100, 101, 103, 105, 107, 108, 110, 111, 112, 113, 115, 120, 123, 124, 125, 127, 131, 132, 136, 138, 139, 142, 143, 144, 147, 148, 150, 153, 154, 155, 159, 160, 161, 163, 164, 167, 169, 172, 174, 175, 177, 178, 182, 184, 186, 187, 188, 189, 190, 191, 192, 193, 195, 196, 199, 202, 203, 205, 208, 209, 210, 212, 219, 223, 226, 229, 241, 254, 262, 264], "give": [0, 1, 2, 5, 6, 11, 14, 17, 23, 25, 45, 47, 49, 50, 52, 58, 59, 60, 61, 73, 75, 79, 97, 98, 99, 101, 102, 103, 112, 118, 128, 132, 139, 143, 144, 145, 146, 147, 155, 159, 163, 166, 169, 172, 173, 174, 175, 177, 178, 183, 191, 194, 202, 224, 262, 264], "feedback": [0, 6, 9, 19, 122, 138, 143, 144, 147, 148, 177, 178, 186, 188, 189, 196, 197, 198, 205, 223], "d": [0, 2, 5, 6, 7, 8, 12, 19, 22, 52, 61, 63, 64, 65, 67, 71, 72, 76, 87, 89, 92, 95, 99, 103, 111, 113, 115, 122, 124, 126, 127, 128, 130, 134, 136, 138, 146, 147, 150, 153, 166, 169, 172, 176, 186, 193, 194, 199, 206, 209, 216, 221, 251, 264, 265], "hear": [0, 143, 144], "think": [0, 6, 22, 23, 44, 52, 68, 78, 98, 99, 101, 102, 103, 113, 144, 146, 160, 163, 165, 193, 206, 264], "click": [1, 7, 9, 12, 13, 14, 17, 20, 21, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 112, 113, 114, 115, 116, 117, 118, 119, 125, 126, 127, 128, 130, 137, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 157, 160, 161, 165, 166, 167, 169, 170, 173, 175, 179, 182, 185, 189, 190, 191, 192, 193, 194, 196, 204, 205, 206, 209, 212, 226, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 256, 257], "here": [1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 53, 55, 58, 59, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 82, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 122, 123, 124, 125, 126, 127, 128, 130, 131, 132, 133, 134, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 157, 158, 160, 161, 163, 164, 165, 166, 167, 169, 170, 173, 174, 175, 176, 177, 179, 180, 182, 183, 184, 185, 186, 188, 189, 190, 191, 192, 193, 194, 196, 198, 199, 200, 201, 202, 204, 205, 206, 209, 210, 212, 219, 221, 223, 224, 226, 229, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 254, 256, 257, 262, 264, 265], "download": [1, 4, 6, 7, 9, 12, 13, 14, 17, 19, 20, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 58, 59, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 82, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 112, 113, 114, 115, 116, 117, 118, 119, 122, 123, 125, 126, 127, 128, 130, 136, 137, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 157, 158, 159, 160, 161, 163, 165, 166, 167, 169, 170, 173, 175, 179, 183, 185, 188, 189, 190, 191, 192, 193, 194, 196, 198, 199, 204, 205, 206, 207, 209, 212, 221, 222, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 255, 256, 257, 268], "full": [1, 3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 14, 17, 19, 20, 22, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 43, 44, 45, 47, 48, 49, 50, 51, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 85, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 122, 123, 125, 126, 127, 128, 130, 132, 135, 137, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 156, 157, 160, 161, 162, 165, 166, 167, 169, 173, 175, 179, 182, 183, 185, 190, 191, 192, 193, 194, 195, 196, 199, 204, 205, 206, 209, 210, 212, 223, 229, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 256, 257], "author": [1, 5, 7, 9, 11, 12, 13, 14, 16, 17, 19, 24, 36, 42, 45, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 73, 81, 82, 83, 85, 86, 97, 98, 99, 101, 102, 103, 104, 107, 108, 109, 111, 112, 113, 114, 116, 117, 122, 123, 124, 126, 127, 128, 132, 133, 134, 135, 136, 137, 138, 140, 143, 144, 145, 147, 148, 150, 154, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 173, 174, 175, 177, 178, 180, 182, 183, 184, 185, 186, 187, 188, 189, 198, 199, 200, 201, 202, 205, 206, 207, 209, 210, 212, 223, 265], "vincent": [1, 14, 137, 160], "moen": [1, 14, 137, 160], "separ": [1, 5, 6, 7, 8, 20, 22, 23, 25, 49, 52, 85, 97, 109, 124, 126, 139, 145, 147, 154, 158, 163, 166, 172, 179, 180, 182, 183, 190, 194, 198, 201, 257], "rl": [1, 61, 121, 160, 161, 162], "algorithm": [1, 5, 6, 10, 11, 12, 49, 52, 56, 69, 82, 87, 98, 99, 100, 101, 111, 118, 122, 124, 126, 130, 136, 137, 147, 156, 160, 163, 167, 212], "variou": [1, 8, 15, 47, 48, 49, 50, 60, 83, 85, 102, 109, 112, 116, 126, 144, 146, 157, 160, 163, 164, 172, 185, 192, 194], "piec": [1, 5, 8, 14, 59, 85, 159, 160, 164, 172, 176, 178, 179, 180, 189, 214], "assembl": [1, 8, 49, 135], "collect": [1, 4, 6, 11, 14, 15, 17, 18, 19, 21, 42, 43, 44, 45, 49, 55, 60, 61, 73, 75, 79, 97, 99, 103, 121, 122, 123, 124, 134, 135, 137, 144, 147, 150, 156, 161, 164, 176, 178, 202, 231], "final": [1, 6, 9, 10, 11, 12, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 42, 43, 47, 49, 52, 58, 60, 73, 75, 85, 87, 97, 102, 105, 107, 108, 109, 112, 113, 117, 118, 119, 122, 123, 124, 126, 127, 128, 130, 131, 135, 136, 140, 144, 145, 146, 147, 151, 153, 155, 157, 158, 160, 161, 162, 163, 164, 166, 169, 170, 176, 177, 178, 180, 185, 186, 188, 189, 190, 193, 198, 199, 200, 201, 202, 204, 205, 209], "function": [1, 3, 4, 5, 6, 8, 9, 10, 13, 14, 16, 17, 18, 20, 21, 22, 23, 24, 25, 32, 38, 42, 43, 48, 49, 51, 53, 55, 59, 60, 61, 62, 65, 67, 68, 69, 75, 76, 79, 80, 82, 83, 89, 90, 92, 93, 94, 95, 96, 101, 102, 103, 104, 105, 107, 108, 109, 111, 112, 113, 116, 117, 118, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 135, 136, 137, 139, 143, 144, 145, 147, 148, 149, 150, 153, 154, 156, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 177, 178, 179, 180, 182, 186, 187, 188, 190, 191, 192, 193, 194, 195, 196, 201, 202, 203, 204, 206, 207, 209, 210, 212, 221, 222, 224, 231, 232, 233, 234, 240, 247, 250, 251, 254, 256, 258], "trainabl": [1, 6, 68, 97, 99, 158], "paramet": [1, 4, 5, 7, 9, 10, 11, 12, 14, 15, 16, 17, 19, 20, 22, 24, 25, 32, 33, 35, 37, 38, 43, 44, 47, 48, 49, 51, 52, 61, 65, 67, 68, 69, 73, 75, 85, 87, 89, 92, 94, 96, 97, 98, 99, 101, 102, 103, 104, 109, 110, 111, 115, 116, 117, 118, 120, 121, 122, 123, 124, 125, 126, 127, 128, 130, 132, 134, 135, 136, 137, 138, 139, 140, 142, 143, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 158, 161, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 177, 178, 179, 183, 185, 190, 196, 197, 198, 202, 204, 211, 212, 213, 215, 221, 222, 229, 231, 236, 238, 242, 243, 244, 245, 246, 250, 251, 254, 255, 260, 268], "tutori": [1, 2, 3, 4, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 35, 43, 44, 45, 46, 51, 52, 53, 55, 56, 58, 59, 60, 61, 73, 74, 75, 77, 79, 81, 82, 84, 86, 87, 91, 97, 98, 100, 101, 104, 105, 106, 107, 108, 112, 113, 115, 116, 117, 118, 119, 121, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 150, 151, 152, 153, 155, 156, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 176, 178, 179, 181, 182, 183, 185, 186, 188, 189, 190, 191, 192, 193, 194, 195, 197, 198, 199, 200, 201, 202, 204, 205, 206, 207, 209, 210, 212, 218, 223, 224, 229, 230, 235, 236, 238, 248, 252, 254], "guid": [1, 17, 58, 59, 61, 82, 85, 123, 136, 148, 159, 169, 174, 175, 177, 185, 197, 202, 230, 263], "ground": [1, 14, 44, 73, 179], "aim": [1, 6, 61, 75, 97, 100, 153, 161, 164, 193], "focus": [1, 3, 20, 97, 100, 150, 156, 166], "rel": [1, 5, 6, 7, 117, 119, 125, 126, 138, 146, 150, 151, 164, 166, 177, 187, 198, 222], "straightforward": [1, 5, 6, 16, 17, 49, 60, 97, 98, 145, 201], "determinist": [1, 11, 14, 137, 149, 161], "gradient": [1, 6, 7, 10, 11, 13, 14, 16, 25, 37, 42, 43, 44, 47, 49, 52, 56, 61, 63, 64, 65, 67, 68, 69, 71, 72, 78, 87, 97, 98, 99, 101, 102, 103, 104, 110, 111, 115, 117, 121, 122, 123, 124, 125, 127, 130, 131, 132, 134, 136, 142, 146, 147, 150, 153, 157, 158, 160, 161, 162, 163, 164, 170, 172, 190, 206, 217, 230, 236], "simpl": [1, 3, 4, 5, 6, 8, 12, 15, 16, 17, 19, 21, 22, 23, 24, 25, 47, 49, 51, 54, 56, 61, 67, 73, 79, 85, 87, 97, 107, 112, 116, 120, 121, 123, 125, 126, 131, 136, 139, 140, 145, 146, 151, 155, 157, 160, 162, 163, 164, 165, 167, 169, 173, 183, 186, 200, 202, 206, 208, 212, 221, 222, 229, 254, 264, 265], "continu": [1, 5, 17, 20, 21, 49, 53, 60, 73, 85, 87, 97, 102, 113, 116, 121, 124, 128, 132, 136, 143, 144, 147, 158, 160, 164, 166, 169, 177, 188, 189, 190, 192, 193, 199, 200, 201, 202, 205, 223, 254, 264], "control": [1, 4, 8, 10, 14, 21, 23, 25, 34, 43, 60, 61, 66, 83, 85, 97, 110, 111, 113, 114, 122, 125, 126, 135, 136, 142, 154, 160, 161, 162, 173, 184, 198, 209, 254], "It": [1, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 42, 43, 44, 45, 47, 49, 51, 52, 60, 61, 73, 74, 75, 76, 82, 87, 95, 97, 98, 99, 100, 101, 103, 108, 112, 113, 115, 117, 122, 123, 124, 126, 127, 128, 130, 131, 132, 134, 135, 136, 137, 139, 141, 142, 144, 145, 146, 147, 150, 151, 153, 154, 155, 157, 158, 161, 162, 164, 166, 167, 168, 169, 171, 172, 174, 175, 178, 179, 180, 194, 201, 202, 203, 204, 205, 206, 209, 214, 223, 224, 225, 226, 229, 233, 262, 264], "consist": [1, 3, 6, 7, 14, 15, 16, 22, 24, 25, 43, 75, 97, 99, 118, 124, 132, 143, 144, 147, 151, 153, 160, 165, 166, 169, 174, 175, 178, 180, 192, 193, 200, 201, 209, 212, 264], "parametr": [1, 2, 17, 121, 160, 202], "action": [1, 19, 58, 59, 101, 113, 122, 123, 147, 157, 160, 161, 162, 163, 164, 169, 183, 190, 191, 192, 193, 198, 199, 205, 209, 252, 264], "pair": [1, 6, 14, 47, 49, 52, 116, 118, 128, 130, 138, 151, 155, 160, 161, 166, 169, 179, 180, 195, 200, 212, 264], "maxim": [1, 14, 52, 73, 82, 97, 99, 126, 147, 161, 173, 177, 195], "given": [1, 6, 8, 10, 12, 14, 17, 20, 21, 22, 23, 25, 32, 43, 48, 49, 51, 52, 60, 61, 73, 76, 78, 82, 85, 97, 98, 100, 101, 103, 112, 116, 122, 127, 128, 134, 136, 139, 142, 143, 146, 147, 148, 155, 157, 160, 161, 163, 164, 166, 173, 174, 175, 178, 179, 193, 196, 201, 202, 232], "certain": [1, 4, 5, 6, 10, 11, 15, 49, 55, 60, 101, 113, 120, 122, 124, 125, 130, 142, 146, 148, 160, 165, 189, 190, 193, 194, 195, 199], "what": [1, 2, 3, 5, 8, 14, 18, 19, 20, 21, 22, 23, 25, 43, 45, 46, 53, 54, 55, 58, 59, 61, 73, 78, 86, 87, 98, 99, 101, 102, 103, 114, 121, 124, 125, 126, 128, 129, 132, 133, 136, 137, 143, 147, 151, 153, 157, 160, 161, 162, 165, 170, 172, 174, 179, 188, 192, 196, 198, 201, 223, 227, 233, 236, 250, 254, 258, 264], "write": [1, 4, 8, 9, 10, 21, 22, 23, 44, 49, 58, 59, 60, 61, 64, 75, 98, 99, 100, 101, 104, 116, 117, 121, 125, 126, 131, 132, 134, 137, 138, 140, 142, 143, 145, 147, 148, 150, 151, 154, 156, 160, 163, 164, 166, 169, 172, 173, 186, 189, 193, 197, 198, 199, 206, 207, 209, 224, 225, 226, 233, 259, 264], "custom": [1, 4, 6, 8, 11, 17, 49, 52, 64, 65, 66, 79, 90, 109, 111, 121, 126, 137, 147, 160, 163, 172, 173, 178, 180, 184, 189, 196, 198, 200, 201, 202, 203, 205, 221, 236], "its": [1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 20, 21, 22, 23, 25, 43, 47, 49, 51, 52, 53, 55, 60, 61, 68, 69, 73, 75, 80, 82, 95, 97, 99, 101, 102, 103, 105, 107, 109, 111, 112, 113, 115, 122, 123, 124, 125, 126, 127, 128, 136, 137, 138, 139, 140, 142, 144, 145, 147, 148, 150, 153, 154, 157, 160, 161, 162, 163, 164, 166, 169, 170, 173, 174, 175, 176, 177, 185, 189, 192, 193, 194, 198, 201, 202, 203, 205, 207, 209, 210, 219, 221, 223, 229, 264], "includ": [1, 2, 3, 4, 5, 6, 8, 14, 15, 16, 22, 23, 24, 25, 42, 48, 49, 53, 55, 58, 59, 60, 61, 69, 73, 75, 82, 85, 87, 97, 98, 105, 107, 109, 113, 115, 124, 126, 127, 128, 131, 132, 134, 136, 137, 145, 147, 148, 156, 157, 160, 163, 166, 169, 170, 173, 174, 175, 176, 177, 178, 179, 183, 185, 189, 190, 192, 195, 200, 201, 205, 207, 209, 221, 223, 225, 226, 229, 232, 239, 258, 262, 264], "design": [1, 5, 6, 14, 17, 24, 25, 52, 56, 61, 73, 85, 103, 128, 134, 137, 160, 161, 162, 164, 165, 169, 170, 178, 180, 190, 191, 192, 196, 198, 201, 202, 206], "effici": [1, 5, 7, 10, 12, 15, 17, 20, 23, 25, 42, 49, 51, 73, 82, 95, 97, 101, 103, 115, 119, 122, 123, 124, 126, 127, 136, 137, 146, 151, 157, 160, 164, 165, 169, 172, 176, 178, 187, 188, 193, 194, 195, 202, 205], "store": [1, 4, 5, 6, 16, 17, 19, 20, 22, 23, 40, 43, 48, 51, 53, 60, 68, 87, 95, 98, 99, 101, 103, 105, 111, 125, 126, 128, 136, 137, 142, 144, 145, 147, 148, 154, 156, 157, 160, 161, 162, 163, 164, 166, 183, 185, 193, 198, 199, 202, 205, 254, 256], "trajectori": [1, 14, 61, 137, 160], "transit": [1, 14, 60, 85, 86, 98, 137, 161, 201], "assum": [1, 2, 4, 6, 8, 10, 12, 14, 15, 19, 21, 22, 43, 44, 51, 54, 60, 73, 97, 98, 100, 102, 116, 124, 125, 127, 128, 136, 137, 140, 154, 157, 160, 163, 165, 166, 174, 175, 176, 179, 192, 193, 194, 200, 201, 224], "complet": [1, 4, 5, 6, 15, 21, 25, 49, 76, 78, 85, 87, 98, 99, 101, 113, 117, 119, 122, 124, 126, 131, 136, 157, 158, 159, 160, 161, 163, 166, 172, 173, 178, 179, 185, 192, 193, 226, 229, 254], "ppo": [1, 121], "compon": [1, 5, 6, 8, 10, 14, 20, 25, 52, 61, 85, 97, 101, 112, 113, 115, 119, 121, 126, 137, 143, 147, 160, 164, 167, 169, 173, 174, 175, 178, 194], "depend": [1, 5, 6, 7, 8, 11, 14, 21, 22, 23, 42, 47, 50, 52, 60, 73, 82, 85, 97, 98, 102, 110, 118, 119, 121, 124, 126, 130, 131, 136, 137, 138, 140, 142, 143, 144, 146, 147, 150, 156, 159, 160, 163, 169, 173, 174, 175, 182, 183, 184, 185, 189, 192, 197, 198, 199, 205, 207, 209, 223, 225, 226, 233, 254], "tensordict": [1, 14, 137, 147, 160], "nn": [1, 2, 4, 5, 6, 7, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 25, 32, 37, 38, 39, 42, 43, 44, 45, 47, 49, 52, 55, 60, 65, 66, 69, 73, 75, 77, 79, 87, 89, 90, 92, 94, 96, 97, 98, 99, 102, 103, 105, 107, 108, 109, 110, 115, 117, 118, 119, 121, 122, 123, 124, 125, 127, 128, 129, 130, 134, 135, 137, 138, 139, 142, 143, 144, 146, 147, 148, 149, 150, 151, 154, 155, 158, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 178, 180, 182, 183, 184, 186, 191, 194, 195, 196, 198, 199, 200, 201, 202, 203, 204, 210, 211, 212, 213, 215, 216, 219, 220, 221, 222, 224, 227, 229, 231, 233, 234, 235, 236, 239, 240, 242, 243, 244, 246, 248, 249, 250, 251, 252, 253, 254, 255, 258, 260], "tensordictmodul": [1, 14, 137, 160], "although": [1, 12, 16, 43, 49, 60, 61, 98, 99, 103, 105, 108, 115, 119, 125, 147, 150, 154, 158, 163, 173, 174, 175, 177, 183, 204, 264], "suffici": [1, 6, 49, 52, 97, 98, 117, 132, 134, 153], "transpar": [1, 12, 42, 99, 137, 163, 207, 221], "understood": [1, 4, 113], "without": [1, 4, 5, 6, 8, 9, 10, 14, 17, 20, 23, 32, 42, 49, 53, 55, 60, 73, 78, 97, 98, 107, 112, 113, 116, 123, 124, 125, 128, 130, 136, 138, 139, 142, 144, 146, 147, 148, 153, 155, 156, 157, 158, 159, 160, 161, 162, 165, 166, 169, 172, 177, 178, 190, 192, 193, 194, 195, 200, 201, 202, 204, 209, 210, 212, 221, 228, 229, 254, 262, 264], "understand": [1, 2, 4, 6, 15, 23, 43, 44, 52, 57, 58, 59, 82, 85, 91, 98, 99, 101, 108, 117, 121, 125, 126, 127, 128, 131, 136, 138, 142, 144, 145, 150, 158, 166, 172, 174, 175, 177, 191, 196, 200, 201, 209, 250], "class": [1, 2, 4, 5, 6, 7, 8, 9, 10, 12, 13, 15, 16, 19, 20, 21, 23, 24, 25, 33, 34, 37, 38, 42, 44, 45, 47, 49, 52, 53, 58, 59, 60, 64, 65, 67, 73, 75, 76, 78, 79, 83, 85, 87, 89, 90, 92, 93, 94, 96, 98, 99, 100, 102, 103, 104, 105, 108, 109, 110, 111, 112, 115, 117, 118, 119, 121, 122, 123, 125, 126, 127, 128, 129, 130, 131, 132, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 147, 148, 149, 150, 151, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 170, 172, 173, 174, 175, 178, 179, 180, 182, 183, 184, 190, 191, 192, 194, 195, 196, 198, 199, 200, 201, 203, 204, 209, 210, 213, 214, 215, 216, 217, 219, 220, 222, 224, 227, 234, 235, 238, 240, 241, 242, 243, 244, 245, 249, 250, 251, 253, 254, 263, 264, 265], "sota": [1, 75, 113, 119], "implement": [1, 2, 3, 4, 5, 6, 7, 10, 11, 12, 13, 14, 15, 17, 20, 24, 42, 43, 45, 47, 49, 51, 55, 57, 58, 59, 60, 61, 63, 64, 65, 67, 68, 69, 76, 79, 85, 103, 108, 111, 115, 120, 121, 124, 125, 126, 127, 131, 134, 135, 136, 137, 139, 140, 142, 145, 146, 147, 148, 150, 151, 155, 157, 160, 161, 164, 169, 174, 175, 179, 180, 187, 191, 193, 194, 195, 197, 198, 201, 202, 205, 207, 208, 209, 221, 223, 225, 232, 263], "rather": [1, 13, 23, 25, 49, 52, 69, 73, 85, 97, 103, 112, 121, 128, 130, 144, 145, 150, 154, 155, 160, 172, 185, 189, 190, 224], "high": [1, 2, 5, 6, 14, 15, 19, 23, 25, 42, 44, 49, 52, 53, 55, 57, 60, 82, 85, 99, 103, 105, 109, 112, 121, 122, 123, 124, 126, 127, 130, 136, 140, 147, 150, 160, 169, 170, 172, 177, 178, 187, 193, 196, 197, 198, 200, 254, 262], "level": [1, 2, 5, 6, 17, 19, 20, 23, 25, 44, 49, 53, 55, 57, 68, 79, 100, 105, 115, 122, 123, 124, 126, 127, 128, 132, 134, 136, 138, 142, 143, 144, 145, 148, 150, 165, 166, 169, 172, 174, 175, 177, 178, 183, 186, 196, 197, 198, 200, 202, 210, 224, 228, 268], "illustr": [1, 19, 44, 47, 56, 116, 117, 124, 125, 126, 139, 161, 170, 172, 179, 192, 193, 196], "librari": [1, 3, 4, 5, 6, 8, 12, 14, 18, 20, 22, 23, 25, 42, 44, 50, 51, 57, 61, 75, 87, 107, 108, 113, 115, 118, 121, 126, 130, 131, 138, 140, 144, 156, 159, 160, 164, 169, 174, 175, 178, 195, 205, 207, 220, 221, 223, 224, 227, 228, 229, 250, 252], "featur": [1, 4, 6, 10, 11, 12, 14, 17, 19, 22, 23, 34, 49, 50, 51, 52, 58, 59, 60, 61, 82, 83, 85, 90, 94, 95, 97, 98, 103, 108, 113, 121, 123, 125, 137, 138, 145, 146, 147, 150, 153, 156, 159, 160, 164, 165, 170, 173, 174, 175, 176, 177, 178, 179, 186, 187, 188, 189, 193, 194, 197, 200, 202, 205, 206, 207, 209, 252, 254], "context": [1, 2, 5, 8, 14, 16, 17, 43, 49, 60, 61, 64, 73, 103, 109, 111, 120, 124, 135, 142, 154, 160, 163, 164, 165, 166, 169, 178, 187, 200, 202, 207, 209, 213, 233], "bash": [1, 18, 20, 147, 161, 227], "pip3": [1, 18, 50, 122, 137, 160, 161, 169, 176, 185, 188, 189], "mujoco": [1, 137, 160], "glfw": 1, "tqdm": [1, 14, 17, 122, 137, 138, 160, 186, 202], "avail": [1, 2, 3, 5, 6, 10, 12, 14, 15, 17, 18, 19, 20, 21, 22, 23, 40, 42, 43, 44, 48, 50, 51, 52, 53, 58, 59, 73, 80, 87, 97, 101, 105, 113, 115, 119, 122, 125, 136, 137, 140, 142, 147, 148, 157, 158, 159, 160, 161, 164, 165, 166, 169, 172, 176, 177, 178, 179, 182, 183, 188, 189, 197, 198, 199, 200, 202, 206, 221, 223, 224, 225, 226, 228, 229, 233, 262], "is_fork": [1, 137, 160], "multiprocess": [1, 6, 7, 11, 14, 34, 51, 53, 55, 56, 110, 122, 123, 134, 135, 136, 137, 160, 163, 164, 213, 215, 260], "get_start_method": [1, 137, 160], "fork": [1, 21, 137, 160, 161], "is_avail": [1, 5, 6, 12, 20, 33, 38, 40, 42, 44, 45, 48, 49, 52, 63, 73, 80, 87, 89, 95, 97, 104, 110, 111, 115, 117, 118, 130, 137, 147, 148, 156, 157, 158, 160, 161, 163, 165, 166, 167, 173, 179, 194, 231], "els": [1, 4, 5, 8, 9, 11, 12, 14, 16, 17, 18, 19, 20, 23, 25, 33, 38, 42, 44, 45, 47, 49, 51, 52, 58, 59, 60, 63, 73, 87, 94, 95, 96, 97, 103, 104, 105, 108, 110, 111, 115, 116, 117, 118, 122, 127, 128, 130, 135, 136, 137, 138, 143, 147, 148, 151, 156, 157, 158, 160, 161, 162, 163, 164, 165, 166, 167, 170, 172, 173, 179, 182, 183, 186, 187, 194, 196, 198, 199, 202, 209, 210, 213, 216, 217, 219, 223, 231, 232, 245, 247, 253, 254, 256, 257, 260, 264, 265], "cpu": [1, 3, 5, 6, 8, 9, 10, 11, 12, 14, 15, 18, 19, 20, 23, 33, 38, 42, 43, 44, 45, 48, 49, 52, 60, 63, 64, 72, 73, 80, 82, 83, 87, 89, 90, 95, 97, 99, 104, 105, 108, 109, 110, 111, 115, 117, 118, 121, 123, 124, 130, 134, 135, 136, 137, 138, 147, 148, 151, 154, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 172, 176, 179, 182, 183, 186, 187, 188, 189, 194, 195, 196, 198, 199, 200, 203, 207, 208, 213, 217, 220, 224, 227, 230, 231, 233, 235, 238, 239, 241, 245, 252, 254, 255], "collector_devic": 1, "chang": [1, 2, 5, 6, 10, 11, 12, 14, 19, 21, 22, 23, 24, 40, 43, 48, 50, 51, 52, 53, 55, 58, 59, 61, 76, 78, 79, 80, 82, 83, 85, 87, 95, 97, 98, 100, 101, 102, 105, 108, 112, 116, 121, 123, 124, 126, 132, 133, 136, 137, 138, 140, 142, 145, 146, 147, 150, 153, 154, 156, 157, 158, 162, 169, 172, 173, 174, 175, 178, 182, 183, 185, 187, 188, 189, 192, 194, 198, 199, 201, 205, 207, 209, 212, 221, 223, 236, 254, 262], "seri": [1, 6, 15, 23, 52, 53, 54, 55, 56, 82, 91, 120, 121, 127, 128, 132, 133, 140, 144, 157, 160, 192], "reusabl": [1, 6, 25], "swappabl": 1, "signatur": [1, 5, 8, 10, 14, 15, 23, 108, 136, 154, 163, 174, 175, 254], "characterist": [1, 14, 43, 144, 146, 147, 159, 165], "copi": [1, 5, 6, 12, 18, 22, 23, 44, 45, 50, 55, 58, 61, 73, 82, 97, 109, 110, 112, 114, 117, 123, 125, 130, 134, 136, 137, 138, 139, 142, 143, 144, 147, 150, 154, 158, 163, 169, 172, 182, 183, 184, 189, 195, 199, 200, 205, 207, 209, 219, 220, 235, 265], "loss_modul": [1, 160], "whatev": [1, 8, 22, 23, 99, 101, 112, 196], "convent": [1, 14, 52, 60, 112, 126, 137, 172], "receiv": [1, 4, 6, 14, 16, 55, 64, 87, 101, 111, 136, 160, 162, 163, 164, 173], "necessari": [1, 4, 5, 6, 7, 8, 10, 12, 15, 16, 18, 19, 23, 24, 44, 52, 53, 55, 60, 85, 87, 98, 112, 113, 122, 123, 124, 130, 134, 147, 150, 160, 162, 163, 164, 169, 174, 175, 178, 180, 183, 186, 192, 194, 196, 198, 199, 200, 250], "return": [1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 25, 33, 34, 37, 38, 40, 44, 45, 47, 49, 51, 52, 59, 60, 64, 65, 67, 68, 73, 75, 78, 79, 80, 82, 85, 87, 89, 90, 92, 93, 94, 96, 97, 98, 99, 101, 102, 103, 104, 105, 108, 109, 110, 111, 112, 113, 115, 116, 117, 118, 122, 123, 124, 126, 127, 128, 129, 130, 131, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 177, 178, 179, 180, 182, 183, 184, 185, 186, 187, 188, 190, 192, 194, 195, 196, 198, 199, 200, 201, 202, 204, 206, 207, 209, 210, 211, 213, 214, 215, 216, 219, 220, 221, 222, 223, 224, 227, 231, 232, 234, 235, 238, 240, 241, 242, 243, 244, 245, 247, 248, 249, 250, 251, 253, 254, 256, 257, 258], "replay_buff": [1, 160], "sampl": [1, 6, 8, 44, 47, 48, 49, 51, 52, 55, 60, 61, 75, 78, 79, 87, 92, 97, 99, 105, 110, 115, 116, 117, 118, 121, 123, 127, 130, 136, 137, 138, 140, 146, 147, 153, 154, 158, 160, 161, 162, 164, 172, 174, 175, 179, 183, 186, 194, 195, 198, 200, 206, 210, 226, 227, 264], "loss_dict": 1, "instanc": [1, 4, 5, 6, 7, 11, 12, 14, 21, 22, 23, 25, 45, 53, 54, 55, 58, 59, 60, 78, 82, 87, 97, 98, 99, 102, 103, 122, 123, 125, 126, 132, 133, 134, 135, 137, 145, 147, 158, 160, 162, 163, 164, 166, 173, 183, 184, 198, 200, 201, 203, 221, 254, 259], "written": [1, 4, 5, 6, 8, 10, 14, 22, 23, 25, 85, 100, 131, 137, 144, 151, 154, 155, 158, 165, 169, 172, 185, 190, 221], "under": [1, 4, 5, 8, 14, 18, 19, 23, 47, 49, 50, 52, 54, 56, 97, 99, 109, 113, 115, 124, 125, 136, 138, 140, 146, 147, 154, 157, 164, 169, 170, 178, 179, 180, 188, 189, 191, 193, 205, 223, 226, 264], "loss_": 1, "smth": 1, "where": [1, 3, 4, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 20, 21, 22, 23, 24, 32, 47, 49, 51, 60, 61, 64, 68, 75, 78, 79, 83, 85, 87, 97, 98, 99, 101, 102, 103, 110, 113, 122, 124, 126, 127, 128, 131, 133, 134, 135, 136, 138, 139, 140, 142, 145, 148, 150, 151, 153, 154, 155, 159, 160, 161, 162, 163, 164, 165, 166, 170, 173, 175, 176, 178, 179, 180, 183, 185, 188, 190, 193, 194, 195, 196, 201, 202, 205, 209, 227, 229, 265], "string": [1, 8, 15, 22, 23, 49, 51, 58, 59, 60, 65, 67, 105, 111, 115, 116, 118, 126, 127, 128, 137, 140, 157, 160, 166, 172, 183, 209, 210, 259, 262], "describ": [1, 4, 5, 6, 8, 10, 14, 15, 16, 19, 20, 21, 22, 23, 48, 49, 52, 58, 59, 61, 73, 97, 105, 114, 120, 136, 151, 160, 161, 164, 169, 172, 174, 175, 177, 197, 198, 199, 203, 254], "addit": [1, 2, 5, 7, 8, 11, 15, 17, 19, 50, 60, 73, 75, 97, 102, 105, 108, 109, 113, 122, 124, 125, 134, 136, 138, 139, 140, 143, 145, 148, 150, 157, 162, 163, 166, 170, 173, 174, 175, 177, 186, 190, 191, 192, 193, 198, 201, 202, 207, 209, 219, 221], "kei": [1, 6, 8, 11, 14, 15, 17, 49, 58, 75, 82, 90, 100, 103, 105, 109, 112, 114, 115, 116, 119, 122, 126, 137, 138, 140, 144, 147, 157, 159, 160, 161, 162, 165, 166, 169, 170, 172, 174, 175, 176, 178, 186, 194, 195, 196, 202, 210, 212, 221, 238, 256, 264], "mai": [1, 4, 5, 6, 8, 10, 11, 12, 14, 15, 17, 19, 21, 22, 23, 25, 42, 49, 50, 52, 58, 59, 60, 68, 73, 85, 95, 99, 112, 113, 116, 123, 124, 125, 126, 130, 131, 137, 138, 139, 140, 142, 144, 145, 146, 151, 153, 154, 159, 160, 163, 166, 169, 172, 173, 174, 175, 177, 178, 180, 182, 183, 186, 189, 192, 194, 198, 199, 200, 201, 202, 203, 209, 219, 229, 232, 254, 264, 265], "metric": [1, 17, 87, 97, 109, 122, 138, 147, 169, 172, 178, 179, 202, 222], "log": [1, 7, 14, 18, 49, 50, 52, 53, 58, 73, 97, 98, 99, 102, 103, 104, 118, 123, 126, 129, 130, 133, 138, 149, 159, 160, 162, 164, 167, 169, 170, 172, 174, 175, 178, 186, 196, 209, 212, 257], "dure": [1, 3, 7, 8, 12, 14, 16, 18, 19, 25, 32, 37, 49, 52, 60, 61, 63, 64, 76, 78, 85, 97, 99, 103, 108, 111, 112, 113, 118, 121, 122, 123, 124, 125, 128, 130, 131, 132, 134, 137, 143, 144, 145, 150, 151, 154, 158, 159, 160, 161, 162, 164, 169, 173, 177, 178, 179, 186, 197, 199, 203, 207, 221, 224, 225, 226, 229, 254], "reason": [1, 5, 6, 8, 14, 15, 17, 23, 25, 52, 78, 82, 97, 99, 102, 112, 117, 125, 130, 136, 145, 150, 158, 160, 165, 166, 185, 192, 202, 224, 254], "independ": [1, 7, 23, 49, 60, 79, 103, 108, 110, 146, 147, 151, 163, 190], "user": [1, 3, 5, 14, 17, 18, 19, 22, 24, 25, 44, 49, 50, 60, 76, 79, 82, 83, 85, 97, 101, 108, 110, 113, 114, 115, 122, 124, 128, 134, 138, 140, 143, 144, 145, 148, 162, 164, 165, 166, 167, 169, 172, 174, 175, 176, 177, 178, 179, 180, 183, 186, 188, 190, 191, 192, 193, 196, 197, 198, 199, 200, 201, 202, 205, 208, 221, 229, 264, 265], "sum": [1, 2, 4, 5, 7, 11, 13, 14, 16, 18, 19, 21, 25, 37, 38, 40, 43, 44, 49, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 76, 78, 82, 87, 89, 92, 97, 98, 99, 101, 103, 104, 109, 111, 115, 117, 122, 123, 125, 127, 128, 129, 130, 131, 136, 137, 146, 147, 151, 153, 154, 157, 158, 160, 161, 162, 163, 164, 167, 169, 173, 174, 175, 176, 183, 190, 191, 192, 193, 198, 199, 211, 212, 213, 215, 222, 232, 254, 260], "done": [1, 4, 5, 6, 8, 10, 14, 16, 17, 19, 20, 21, 22, 23, 25, 37, 38, 49, 54, 58, 59, 82, 85, 97, 98, 99, 108, 113, 115, 122, 123, 124, 125, 128, 130, 136, 137, 139, 144, 145, 147, 148, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 170, 172, 174, 175, 185, 186, 195, 202, 203, 209, 221, 224, 258], "via": [1, 3, 5, 6, 7, 16, 17, 18, 20, 22, 23, 54, 55, 58, 59, 73, 85, 97, 121, 122, 123, 124, 126, 136, 137, 140, 146, 154, 159, 160, 165, 170, 172, 173, 177, 178, 179, 189, 192, 202, 221, 262, 268], "loss_val": [1, 137, 160], "item": [1, 2, 6, 7, 9, 10, 11, 12, 14, 15, 34, 37, 38, 40, 44, 49, 52, 60, 63, 64, 65, 67, 68, 69, 72, 73, 87, 90, 92, 94, 95, 96, 97, 98, 101, 103, 104, 109, 111, 112, 114, 115, 117, 118, 119, 122, 123, 127, 128, 130, 136, 137, 138, 140, 142, 144, 147, 148, 158, 159, 160, 161, 162, 163, 164, 166, 167, 170, 172, 179, 180, 182, 194, 210, 214, 219, 222, 231, 235, 248, 251, 263, 265], "startswith": [1, 83, 148, 166, 247], "parent": [1, 14, 104, 115, 143, 147, 184, 186], "As": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 16, 19, 20, 21, 22, 23, 25, 43, 49, 50, 52, 58, 59, 60, 61, 73, 85, 87, 97, 103, 105, 108, 112, 116, 118, 122, 123, 124, 125, 126, 127, 134, 136, 137, 138, 142, 143, 144, 145, 146, 147, 150, 153, 154, 157, 158, 160, 161, 162, 163, 164, 165, 169, 172, 175, 176, 177, 178, 179, 180, 183, 185, 186, 188, 189, 193, 194, 196, 198, 201, 205, 209, 223], "mani": [1, 2, 4, 5, 6, 10, 14, 15, 17, 18, 23, 25, 49, 51, 52, 60, 61, 65, 69, 73, 82, 97, 99, 100, 101, 104, 105, 107, 111, 113, 122, 124, 126, 127, 130, 136, 138, 139, 146, 148, 150, 151, 155, 158, 160, 162, 163, 166, 174, 175, 177, 178, 192, 195, 202, 205, 206, 221, 254, 262, 264, 265], "expect": [1, 4, 5, 6, 10, 11, 14, 20, 22, 23, 32, 45, 47, 49, 51, 58, 59, 60, 61, 73, 85, 87, 97, 101, 102, 103, 112, 113, 117, 119, 126, 130, 134, 135, 137, 146, 147, 153, 154, 157, 159, 160, 161, 162, 163, 165, 172, 173, 174, 175, 177, 179, 180, 183, 188, 189, 195, 196, 198, 200, 201, 205, 206, 221, 224], "similar": [1, 3, 5, 8, 10, 11, 14, 15, 19, 22, 23, 48, 49, 58, 59, 61, 82, 83, 97, 98, 103, 108, 116, 124, 131, 135, 136, 137, 140, 144, 150, 154, 160, 162, 163, 164, 165, 166, 169, 170, 172, 177, 179, 180, 183, 186, 190, 191, 192, 193, 194, 199, 200, 219], "structur": [1, 4, 5, 6, 8, 9, 14, 18, 19, 20, 21, 22, 23, 33, 48, 49, 52, 53, 60, 61, 78, 85, 97, 98, 102, 105, 110, 112, 121, 132, 137, 139, 144, 147, 148, 150, 154, 155, 157, 160, 164, 170, 172, 173, 179, 193, 195, 197, 198, 206, 209, 262, 264, 268], "make": [1, 4, 5, 6, 8, 10, 12, 14, 18, 19, 22, 23, 43, 44, 45, 47, 49, 50, 51, 53, 54, 55, 57, 58, 59, 60, 61, 68, 69, 73, 87, 97, 99, 100, 101, 102, 103, 108, 111, 112, 113, 114, 115, 117, 118, 121, 122, 123, 124, 126, 127, 128, 130, 134, 136, 137, 138, 140, 143, 144, 145, 146, 147, 150, 153, 154, 156, 157, 158, 160, 161, 162, 163, 164, 165, 166, 170, 172, 173, 174, 175, 177, 179, 183, 185, 186, 189, 190, 191, 192, 193, 194, 195, 196, 198, 201, 206, 214, 219, 221, 224, 228, 229, 254, 258, 264, 266], "possibl": [1, 2, 4, 5, 6, 8, 10, 14, 15, 17, 22, 23, 52, 60, 61, 75, 98, 101, 108, 119, 125, 130, 131, 137, 139, 142, 144, 146, 147, 150, 158, 159, 160, 162, 163, 166, 179, 183, 186, 188, 194, 198, 199, 200, 201, 202, 203, 205, 221, 224, 254, 264], "across": [1, 5, 7, 8, 9, 11, 14, 16, 18, 20, 24, 49, 52, 54, 55, 56, 61, 82, 97, 105, 115, 120, 122, 123, 124, 132, 133, 134, 135, 136, 139, 147, 150, 157, 163, 164, 176, 177, 182, 212, 236, 262], "modal": [1, 60], "complex": [1, 6, 23, 25, 50, 61, 67, 68, 97, 105, 112, 120, 123, 134, 151, 154, 162, 164, 170, 194, 204, 210], "multipl": [1, 5, 8, 10, 11, 14, 16, 17, 18, 19, 20, 23, 40, 45, 48, 49, 53, 54, 55, 56, 61, 65, 78, 79, 81, 82, 87, 97, 101, 110, 120, 123, 124, 125, 126, 127, 128, 134, 135, 136, 139, 140, 144, 145, 147, 150, 159, 160, 162, 163, 164, 166, 169, 170, 172, 174, 175, 176, 177, 178, 183, 185, 194, 200, 201, 202, 236, 251, 264, 265], "entri": [1, 4, 11, 14, 23, 53, 75, 98, 101, 103, 109, 110, 112, 115, 132, 137, 144, 145, 157, 160, 162, 165, 169, 174, 175, 192, 193, 194, 196], "word": [1, 6, 7, 10, 11, 14, 42, 44, 49, 60, 73, 79, 82, 97, 98, 100, 102, 112, 115, 116, 118, 121, 127, 128, 136, 138, 144, 153, 154, 157, 164, 166, 177, 182, 191, 193, 194, 196, 200, 264], "oblivi": [1, 160], "type": [1, 4, 5, 6, 8, 9, 10, 14, 18, 19, 20, 21, 22, 23, 37, 38, 40, 42, 48, 49, 50, 51, 52, 60, 61, 73, 78, 80, 82, 85, 95, 101, 105, 108, 113, 118, 120, 122, 123, 124, 126, 135, 138, 139, 140, 143, 144, 145, 148, 149, 155, 156, 157, 160, 162, 163, 164, 165, 169, 172, 173, 174, 175, 176, 178, 180, 182, 186, 188, 190, 195, 198, 200, 201, 203, 205, 209, 210, 214, 217, 221, 222, 223, 224, 229, 245, 259, 264], "being": [1, 3, 4, 5, 6, 10, 12, 14, 17, 20, 21, 23, 42, 47, 49, 52, 58, 59, 60, 76, 80, 82, 97, 98, 99, 101, 103, 105, 110, 113, 117, 122, 124, 126, 130, 136, 137, 143, 154, 157, 160, 161, 163, 178, 186, 189, 191, 192, 194, 196, 200, 202, 203, 221], "run": [1, 2, 3, 4, 5, 8, 9, 10, 11, 12, 13, 14, 16, 17, 18, 19, 21, 23, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 42, 43, 44, 47, 48, 51, 52, 56, 57, 61, 63, 64, 65, 67, 68, 69, 71, 72, 75, 76, 78, 79, 80, 82, 87, 89, 90, 92, 93, 94, 95, 96, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 111, 112, 113, 114, 116, 117, 118, 119, 121, 122, 123, 124, 125, 128, 130, 131, 132, 133, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 170, 173, 174, 176, 177, 178, 179, 182, 183, 184, 185, 187, 188, 189, 190, 191, 192, 193, 194, 196, 197, 198, 199, 200, 201, 202, 204, 205, 206, 207, 209, 210, 214, 219, 221, 223, 224, 226, 228, 229, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 254, 256, 257, 264], "elementari": [1, 2], "those": [1, 4, 5, 6, 10, 11, 14, 17, 42, 43, 61, 79, 87, 98, 103, 113, 115, 116, 124, 125, 127, 136, 139, 144, 153, 154, 156, 157, 164, 166, 170, 172, 174, 175, 178, 183, 185, 189, 191, 202, 203, 205, 206, 207, 224, 264], "keep": [1, 6, 7, 10, 11, 14, 23, 43, 49, 51, 52, 60, 61, 73, 82, 85, 95, 97, 99, 101, 102, 108, 112, 116, 119, 121, 122, 123, 124, 125, 127, 128, 133, 134, 137, 143, 145, 151, 158, 160, 164, 166, 178, 182, 183, 198, 209, 219], "didact": [1, 136], "displai": [1, 2, 5, 6, 12, 14, 34, 44, 52, 58, 75, 108, 109, 117, 130, 140, 158, 161, 166, 169, 259, 262], "each": [1, 2, 5, 6, 7, 8, 10, 11, 12, 14, 16, 17, 18, 19, 21, 23, 24, 25, 34, 43, 44, 45, 48, 49, 51, 52, 53, 55, 56, 58, 59, 60, 61, 65, 68, 73, 75, 76, 79, 82, 83, 85, 87, 97, 98, 99, 102, 103, 107, 108, 109, 111, 112, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 126, 127, 128, 131, 132, 133, 134, 135, 136, 137, 139, 142, 143, 144, 146, 147, 148, 150, 151, 153, 154, 155, 157, 158, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 174, 175, 176, 177, 178, 179, 186, 187, 190, 193, 194, 196, 198, 199, 201, 202, 209, 210, 212, 221, 232, 254, 262, 264], "popul": [1, 14, 22, 43, 49, 58, 59, 87, 122, 137, 147, 160, 162, 212], "later": [1, 3, 4, 5, 6, 11, 23, 47, 49, 52, 60, 73, 78, 87, 97, 101, 102, 112, 113, 123, 124, 127, 128, 130, 131, 135, 136, 139, 142, 143, 144, 145, 146, 147, 151, 155, 160, 161, 164, 165, 166, 170, 172, 174, 175, 183, 190, 198, 199, 212, 224, 229, 233], "stage": [1, 7, 14, 16, 149, 187, 189, 207], "start": [1, 4, 5, 6, 9, 11, 14, 16, 17, 18, 19, 23, 24, 25, 43, 44, 49, 50, 52, 53, 54, 55, 59, 60, 61, 73, 87, 97, 98, 100, 101, 105, 113, 116, 120, 121, 122, 124, 125, 126, 127, 128, 130, 135, 136, 138, 140, 144, 145, 146, 147, 149, 150, 153, 154, 158, 159, 161, 162, 163, 166, 169, 170, 172, 173, 174, 177, 178, 179, 183, 185, 186, 188, 192, 196, 198, 199, 200, 201, 202, 204, 209, 224, 240, 253, 265], "solv": [1, 6, 14, 49, 51, 97, 103, 117, 118, 150, 154, 158, 160, 162, 164, 177, 192], "task": [1, 6, 7, 13, 14, 17, 21, 24, 49, 58, 59, 60, 75, 97, 98, 103, 109, 113, 116, 117, 118, 119, 120, 121, 123, 137, 138, 154, 158, 160, 161, 166, 167, 172, 179, 186, 202, 205, 209], "strategi": [1, 5, 17, 18, 24, 52, 82, 113, 121, 128, 136, 145, 146, 150, 155, 162, 163, 202], "predict": [1, 9, 17, 19, 20, 33, 37, 38, 43, 44, 49, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 87, 89, 90, 92, 97, 98, 102, 103, 104, 111, 113, 115, 116, 118, 121, 124, 126, 127, 128, 138, 139, 146, 147, 150, 155, 161, 166, 170, 179, 182, 183, 198, 199, 202, 214, 220, 258, 259], "henc": [1, 14, 17, 43, 48, 61, 78, 80, 82, 113, 123, 125, 134, 135, 148, 150, 151, 156, 160, 162, 164, 177, 202, 221], "two": [1, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 23, 24, 25, 40, 42, 43, 48, 49, 50, 52, 57, 58, 59, 60, 73, 75, 83, 85, 87, 92, 95, 97, 98, 99, 101, 102, 103, 105, 107, 108, 109, 116, 117, 119, 122, 123, 126, 127, 130, 131, 133, 134, 135, 136, 137, 140, 142, 144, 145, 146, 147, 148, 150, 151, 154, 155, 156, 157, 158, 160, 161, 162, 164, 165, 166, 172, 176, 177, 178, 179, 180, 184, 185, 187, 191, 193, 194, 196, 198, 199, 200, 201, 202, 203, 204, 225, 226, 230, 254, 264, 265, 269], "constructor": [1, 6, 10, 11, 12, 21, 22, 23, 25, 60, 65, 67, 69, 78, 85, 111, 116, 122, 123, 134, 135, 144, 156, 157, 160, 162, 164, 193, 203, 254], "both": [1, 2, 4, 5, 6, 7, 8, 10, 11, 12, 14, 16, 19, 20, 21, 22, 23, 24, 25, 42, 49, 51, 52, 58, 59, 60, 61, 73, 82, 85, 97, 103, 109, 113, 116, 118, 122, 124, 126, 127, 130, 133, 134, 135, 136, 142, 143, 145, 146, 148, 150, 151, 157, 158, 160, 162, 163, 164, 165, 166, 174, 175, 176, 177, 178, 179, 180, 183, 185, 186, 187, 190, 193, 195, 196, 198, 200, 201, 210, 221, 224, 229, 232, 262, 264], "compat": [1, 4, 5, 6, 8, 11, 17, 50, 60, 94, 95, 101, 137, 148, 165, 174, 175, 183, 188, 203, 205, 223], "comput": [1, 3, 5, 6, 8, 11, 12, 13, 16, 17, 19, 20, 21, 23, 24, 25, 32, 37, 38, 40, 44, 47, 48, 49, 52, 53, 57, 58, 59, 60, 61, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 83, 85, 95, 97, 98, 99, 100, 102, 105, 107, 110, 111, 115, 117, 119, 120, 121, 122, 123, 124, 125, 126, 130, 131, 132, 133, 134, 136, 137, 138, 140, 142, 143, 144, 145, 147, 149, 150, 153, 154, 155, 157, 159, 160, 161, 163, 165, 166, 169, 172, 173, 174, 175, 177, 178, 179, 183, 185, 188, 189, 194, 195, 196, 197, 198, 199, 200, 202, 203, 206, 207, 209, 212, 220, 224, 229, 232, 264], "fit": [1, 6, 7, 9, 10, 11, 12, 20, 24, 61, 87, 103, 122, 123, 124, 134, 149, 150, 164, 182, 264], "crucial": [1, 2, 12, 14, 23, 82, 101, 137, 160, 224], "convert_to_funct": 1, "extract": [1, 5, 20, 49, 52, 58, 59, 73, 97, 116, 117, 127, 128, 138, 142, 145, 155, 158, 160, 166, 173, 174, 175, 179, 209], "convert": [1, 5, 9, 10, 12, 14, 19, 20, 22, 23, 44, 49, 51, 52, 55, 73, 75, 95, 97, 105, 107, 110, 112, 113, 115, 116, 118, 119, 121, 127, 128, 138, 140, 158, 159, 160, 161, 162, 163, 167, 170, 178, 179, 182, 184, 185, 186, 189, 190, 191, 193, 194, 197, 200, 201, 210, 219, 221, 224, 225, 226, 228, 229, 254], "strictli": [1, 160], "speak": [1, 8, 43, 125, 136, 150], "perfectli": [1, 14, 65, 78, 111], "encourag": [1, 6, 19, 140, 161, 166, 172], "usag": [1, 3, 4, 11, 13, 15, 21, 23, 37, 60, 82, 109, 116, 121, 123, 125, 136, 137, 145, 146, 160, 162, 164, 165, 169, 178, 185, 186, 189, 194, 195, 196, 200, 221, 258, 264], "doe": [1, 2, 5, 6, 8, 13, 14, 15, 19, 22, 23, 25, 43, 47, 60, 61, 73, 79, 80, 85, 97, 98, 99, 101, 103, 105, 108, 112, 113, 117, 122, 123, 131, 134, 135, 136, 137, 140, 143, 146, 147, 148, 150, 153, 154, 159, 160, 161, 163, 164, 165, 166, 169, 170, 173, 174, 175, 177, 179, 183, 184, 185, 191, 192, 193, 198, 200, 203, 204, 206, 209, 224, 226, 229, 232, 264], "often": [1, 4, 5, 6, 10, 14, 17, 49, 73, 87, 97, 99, 101, 103, 112, 113, 124, 125, 126, 128, 147, 154, 178, 194, 202, 204, 264], "same": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 15, 17, 19, 20, 21, 22, 23, 25, 32, 40, 43, 44, 47, 49, 51, 52, 53, 55, 58, 59, 60, 65, 73, 78, 80, 85, 87, 95, 97, 98, 99, 101, 102, 103, 105, 108, 109, 111, 112, 118, 119, 122, 123, 124, 125, 127, 130, 133, 134, 136, 138, 139, 140, 142, 145, 146, 147, 148, 150, 153, 154, 155, 156, 157, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 177, 178, 180, 182, 183, 186, 187, 190, 191, 192, 193, 194, 195, 198, 199, 200, 201, 202, 209, 219, 223, 224, 229, 232, 254, 258, 262, 264], "usual": [1, 5, 6, 8, 19, 23, 43, 58, 59, 60, 61, 99, 100, 102, 103, 113, 117, 124, 125, 128, 130, 131, 134, 136, 137, 145, 148, 153, 157, 158, 160, 167, 196, 206, 262], "former": [1, 5, 61, 79, 127, 128, 166], "lag": [1, 160], "absolut": [1, 6, 7, 10, 82, 99, 126, 157, 161, 209], "dilut": 1, "averag": [1, 3, 19, 49, 52, 61, 82, 87, 97, 113, 115, 123, 127, 128, 130, 136, 138, 144, 147, 155, 160, 161, 164, 166, 167, 169, 177, 178, 183, 198, 199], "associ": [1, 5, 6, 8, 10, 17, 50, 82, 131, 142, 143, 157, 165, 172, 191, 202, 203], "One": [1, 2, 4, 5, 6, 7, 10, 11, 15, 21, 23, 49, 51, 60, 61, 73, 79, 82, 97, 98, 99, 101, 122, 123, 124, 125, 128, 134, 136, 138, 139, 143, 144, 150, 153, 154, 167, 170, 173, 178, 179, 192, 196, 201, 206, 210, 224, 264, 265], "advantag": [1, 3, 6, 14, 17, 23, 49, 60, 85, 95, 98, 107, 120, 122, 125, 136, 137, 154, 160, 173, 178, 183, 186, 193, 202, 210, 221, 223], "match": [1, 4, 5, 10, 14, 17, 19, 20, 22, 49, 51, 58, 59, 60, 61, 68, 75, 76, 92, 97, 105, 108, 111, 112, 113, 135, 138, 139, 143, 145, 148, 150, 153, 155, 160, 163, 173, 174, 175, 183, 186, 191, 193, 196, 198, 202, 221], "exactli": [1, 5, 7, 8, 10, 12, 17, 25, 43, 51, 52, 60, 78, 80, 101, 103, 105, 137, 145, 154, 175, 186, 202], "configur": [1, 4, 5, 6, 14, 18, 19, 20, 22, 23, 24, 42, 49, 50, 60, 61, 82, 113, 122, 124, 132, 134, 143, 145, 150, 153, 158, 160, 163, 169, 172, 177, 184, 185, 200, 201, 209, 221, 226, 227, 268], "pessimist": [1, 160], "bound": [1, 23, 49, 112, 126, 145, 160, 161, 169, 174, 175, 177, 179, 185], "pai": [1, 10, 45, 49, 60, 115], "attent": [1, 7, 10, 42, 45, 49, 115, 118, 119, 121, 124, 137, 167, 185, 186, 194, 254], "create_target_param": 1, "keyword": [1, 5, 157, 160, 172], "argument": [1, 2, 4, 5, 6, 8, 14, 21, 22, 23, 32, 43, 44, 48, 51, 55, 60, 69, 76, 78, 82, 89, 97, 99, 102, 103, 109, 111, 112, 115, 122, 123, 126, 127, 128, 133, 134, 136, 137, 139, 145, 146, 155, 156, 157, 160, 162, 163, 164, 165, 169, 172, 173, 174, 175, 180, 189, 192, 195, 200, 206, 207, 209, 210, 223, 224, 264, 265], "below": [1, 2, 4, 6, 10, 11, 12, 14, 16, 17, 18, 19, 20, 23, 24, 34, 43, 45, 48, 49, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 79, 82, 85, 97, 98, 99, 101, 102, 103, 105, 107, 108, 113, 114, 116, 118, 119, 124, 126, 130, 132, 133, 134, 135, 136, 137, 138, 142, 145, 148, 150, 153, 156, 158, 160, 161, 162, 163, 164, 165, 169, 170, 172, 173, 174, 175, 176, 177, 178, 179, 185, 186, 187, 189, 191, 192, 193, 194, 196, 203, 204, 205, 212, 219, 223, 224, 226, 229, 254, 264], "tell": [1, 18, 23, 42, 69, 87, 103, 111, 126, 127, 137, 139, 142, 153, 161, 162, 164, 166, 176, 188, 189, 210, 264], "fals": [1, 2, 6, 7, 10, 11, 12, 14, 19, 20, 23, 24, 34, 37, 38, 42, 43, 44, 49, 52, 55, 59, 60, 63, 64, 73, 82, 83, 87, 89, 92, 94, 96, 97, 101, 110, 111, 112, 115, 116, 117, 119, 122, 123, 124, 125, 126, 130, 135, 138, 142, 144, 145, 147, 148, 149, 151, 153, 154, 158, 159, 160, 161, 162, 163, 165, 166, 167, 170, 172, 173, 174, 175, 177, 178, 179, 180, 183, 185, 186, 187, 191, 192, 193, 195, 196, 198, 199, 201, 202, 207, 209, 211, 212, 219, 220, 221, 222, 224, 229, 231, 233, 245, 247, 248, 249, 251, 253, 254, 255, 260, 262, 263, 264, 265], "target_actor_network_param": 1, "attribut": [1, 6, 11, 14, 22, 25, 43, 47, 53, 60, 73, 76, 79, 82, 85, 90, 103, 108, 116, 125, 135, 137, 142, 148, 149, 154, 157, 174, 175, 177, 183, 186, 194, 195, 197, 200, 204, 208, 230, 264], "access": [1, 5, 6, 7, 10, 12, 14, 17, 19, 23, 50, 60, 68, 73, 78, 79, 87, 97, 102, 111, 112, 118, 119, 122, 125, 132, 136, 143, 154, 159, 161, 163, 172, 174, 175, 178, 186, 188, 190, 191, 193, 195, 202, 209, 210, 219, 254, 262], "detach": [1, 2, 6, 9, 11, 12, 13, 20, 32, 52, 73, 89, 90, 95, 101, 105, 108, 138, 151, 155, 166, 182, 186, 230, 245], "def": [1, 4, 5, 6, 7, 8, 9, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 25, 33, 34, 37, 38, 44, 45, 47, 49, 51, 52, 53, 55, 60, 64, 65, 67, 73, 75, 78, 79, 85, 87, 89, 90, 92, 93, 94, 96, 97, 98, 99, 102, 103, 104, 105, 108, 109, 111, 112, 113, 115, 116, 117, 118, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 134, 135, 136, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 156, 157, 158, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 178, 179, 180, 182, 183, 184, 185, 186, 187, 188, 190, 194, 195, 196, 198, 199, 200, 201, 202, 203, 204, 206, 209, 210, 211, 212, 213, 214, 215, 216, 217, 219, 220, 222, 224, 227, 229, 231, 232, 234, 235, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 254, 256, 257, 260, 264], "_init": 1, "self": [1, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 19, 20, 21, 22, 24, 25, 33, 34, 37, 38, 44, 45, 47, 49, 51, 52, 53, 55, 60, 65, 67, 73, 78, 79, 85, 87, 89, 92, 93, 94, 96, 97, 98, 99, 102, 103, 104, 105, 108, 109, 111, 112, 115, 118, 123, 124, 125, 127, 128, 129, 130, 134, 135, 136, 139, 143, 144, 145, 147, 149, 150, 151, 154, 155, 157, 161, 162, 163, 164, 166, 167, 169, 170, 172, 173, 174, 175, 178, 179, 180, 182, 183, 184, 186, 194, 195, 196, 198, 199, 200, 203, 204, 210, 213, 215, 216, 217, 219, 220, 222, 223, 224, 227, 229, 234, 235, 238, 239, 240, 241, 242, 243, 244, 245, 249, 250, 251, 253, 254], "actor_network": [1, 160], "value_network": [1, 160], "none": [1, 7, 11, 12, 14, 15, 17, 18, 19, 20, 24, 34, 49, 51, 60, 63, 64, 76, 79, 87, 89, 90, 97, 104, 105, 108, 111, 113, 115, 117, 118, 119, 122, 123, 130, 135, 136, 138, 139, 142, 143, 145, 146, 147, 148, 149, 151, 153, 155, 158, 161, 163, 165, 166, 172, 174, 175, 176, 179, 180, 183, 186, 195, 202, 203, 208, 210, 214, 216, 217, 231, 245, 246, 254, 262, 264], "super": [1, 4, 5, 6, 7, 9, 11, 12, 13, 14, 16, 18, 19, 20, 21, 22, 25, 33, 37, 38, 44, 45, 47, 49, 52, 59, 60, 65, 67, 73, 78, 79, 85, 87, 89, 92, 93, 94, 96, 97, 98, 99, 102, 103, 104, 105, 109, 111, 112, 115, 118, 123, 125, 127, 128, 129, 130, 134, 135, 139, 143, 144, 147, 149, 150, 151, 154, 155, 157, 161, 162, 163, 164, 165, 166, 167, 170, 172, 173, 174, 175, 178, 180, 182, 194, 195, 196, 198, 199, 200, 203, 204, 209, 210, 213, 215, 216, 219, 220, 222, 223, 224, 227, 234, 235, 238, 240, 241, 242, 243, 244, 249, 250, 251, 253], "true": [1, 2, 4, 5, 6, 7, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 22, 23, 24, 32, 34, 37, 38, 41, 42, 43, 44, 45, 47, 49, 51, 52, 55, 58, 59, 60, 63, 64, 68, 73, 76, 82, 87, 89, 90, 92, 94, 95, 96, 97, 98, 101, 104, 108, 109, 110, 111, 113, 115, 116, 117, 118, 119, 122, 123, 124, 125, 126, 127, 129, 130, 131, 134, 135, 136, 137, 138, 140, 142, 144, 145, 147, 148, 149, 150, 154, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 177, 178, 179, 180, 183, 185, 186, 187, 188, 189, 191, 192, 193, 194, 195, 198, 199, 200, 201, 202, 204, 205, 206, 207, 209, 212, 213, 214, 215, 219, 221, 222, 223, 224, 225, 226, 229, 230, 231, 232, 237, 239, 245, 251, 253, 254, 255, 256, 257, 258, 259, 260, 262, 265], "compare_against": 1, "list": [1, 5, 6, 8, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 24, 44, 47, 48, 49, 50, 52, 60, 61, 68, 73, 87, 90, 101, 102, 103, 105, 107, 108, 110, 111, 113, 115, 116, 118, 119, 125, 127, 128, 135, 136, 138, 143, 144, 148, 154, 155, 157, 158, 159, 160, 162, 163, 164, 166, 169, 170, 172, 173, 174, 175, 179, 184, 186, 187, 192, 194, 199, 201, 202, 205, 207, 209, 210, 216, 217, 219, 223, 224, 228, 229, 232, 254, 268], "actor_in_kei": 1, "in_kei": [1, 14, 137, 160], "sinc": [1, 3, 4, 5, 7, 8, 9, 10, 11, 13, 14, 16, 19, 20, 21, 23, 44, 49, 51, 52, 53, 60, 65, 73, 78, 85, 97, 98, 99, 101, 102, 103, 105, 111, 113, 115, 116, 117, 118, 119, 124, 126, 127, 128, 131, 132, 136, 137, 140, 143, 144, 149, 151, 153, 154, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 170, 172, 173, 176, 177, 179, 180, 183, 184, 185, 186, 188, 189, 190, 191, 192, 198, 199, 200, 201, 205, 224, 232, 264], "base": [1, 5, 6, 7, 9, 10, 11, 14, 16, 17, 18, 20, 23, 24, 25, 42, 44, 49, 52, 57, 58, 59, 60, 73, 75, 76, 78, 85, 87, 97, 99, 105, 109, 112, 115, 116, 119, 120, 121, 122, 123, 126, 127, 129, 137, 138, 147, 156, 157, 161, 163, 166, 169, 170, 172, 175, 178, 179, 182, 183, 185, 186, 187, 192, 196, 197, 198, 199, 200, 201, 202, 224, 226, 264], "singl": [1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 14, 15, 17, 18, 20, 21, 22, 23, 43, 47, 51, 53, 54, 55, 56, 58, 59, 60, 61, 78, 85, 87, 97, 99, 113, 115, 121, 122, 123, 124, 127, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 140, 144, 146, 147, 151, 155, 160, 161, 162, 163, 164, 166, 169, 172, 173, 174, 175, 176, 180, 183, 185, 194, 198, 201, 202, 206, 219, 224, 228, 254, 264], "critic": [1, 52, 73, 85, 133, 224, 229], "actor_crit": 1, "actorcriticwrapp": 1, "loss_funct": [1, 99, 102, 103], "l2": [1, 87, 93, 157], "q": [1, 7, 17, 43, 49, 60, 121, 124, 147, 165, 172, 196, 198, 202, 235], "empir": [1, 151, 160], "bootstrap": [1, 137], "td": [1, 14, 52, 137], "varianc": [1, 6, 19, 160], "bia": [1, 2, 5, 6, 7, 9, 13, 19, 43, 47, 52, 68, 69, 93, 99, 104, 109, 111, 112, 115, 123, 129, 130, 135, 137, 143, 146, 157, 160, 164, 165, 167, 174, 180, 182, 186, 194, 196, 199, 201, 202, 204, 219, 224, 245, 248], "mean": [1, 2, 5, 6, 7, 10, 12, 14, 19, 23, 25, 42, 47, 49, 51, 52, 58, 59, 60, 68, 73, 76, 80, 82, 85, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 103, 104, 109, 111, 112, 115, 116, 117, 122, 124, 126, 127, 130, 136, 138, 140, 144, 147, 148, 150, 154, 158, 159, 160, 161, 163, 164, 165, 166, 167, 169, 170, 172, 174, 175, 183, 186, 188, 190, 191, 192, 194, 198, 199, 201, 205, 206, 207, 211, 229, 230, 232, 235, 239, 254], "obtain": [1, 9, 24, 49, 60, 68, 87, 111, 126, 130, 136, 138, 143, 146, 155, 160, 161, 163, 169, 172, 179], "reward": [1, 4, 14, 137, 147, 160, 161, 162, 164], "noth": [1, 16, 23, 42, 73, 113, 131, 150, 160, 164, 169, 180], "mont": 1, "carlo": 1, "whole": [1, 3, 25, 44, 47, 60, 112, 113, 121, 136, 144, 157, 158, 160, 166, 183, 184, 186, 191, 201, 206, 209], "sequenc": [1, 5, 6, 12, 21, 23, 48, 49, 60, 67, 68, 98, 100, 103, 111, 112, 113, 115, 116, 118, 137, 138, 154, 160, 165, 166, 174, 175, 176, 183, 185, 186, 194, 196, 206, 212, 219, 224, 254, 264], "upcom": 1, "intermedi": [1, 17, 25, 74, 108, 112, 120, 121, 129, 132, 135, 142, 145, 146, 147, 150, 153, 201, 202], "lambda": [1, 5, 7, 17, 20, 22, 49, 90, 104, 115, 116, 125, 129, 144, 159, 161, 162, 173, 174, 175, 202, 206, 231, 232, 247, 256, 264], "compromis": 1, "easi": [1, 2, 5, 6, 9, 23, 24, 44, 45, 51, 58, 59, 60, 61, 68, 80, 95, 97, 99, 122, 124, 126, 136, 143, 144, 146, 151, 154, 160, 169, 177, 184, 187, 196, 202, 206, 210, 221], "valueestim": 1, "enum": 1, "pointer": [1, 5, 6, 22, 23, 98, 163], "defin": [1, 2, 5, 12, 14, 15, 16, 17, 18, 20, 21, 23, 25, 38, 43, 45, 52, 58, 59, 62, 65, 67, 68, 69, 73, 78, 79, 85, 87, 98, 99, 103, 105, 111, 112, 113, 116, 118, 121, 122, 123, 125, 127, 132, 136, 137, 139, 140, 143, 144, 147, 151, 153, 155, 161, 162, 163, 165, 167, 169, 170, 173, 174, 175, 184, 188, 190, 196, 200, 201, 202, 209, 210, 221, 229, 236, 262], "default": [1, 3, 5, 6, 8, 9, 10, 11, 12, 15, 19, 20, 21, 24, 43, 45, 49, 51, 52, 55, 60, 63, 64, 69, 75, 76, 78, 82, 95, 99, 101, 108, 111, 115, 116, 117, 118, 119, 121, 122, 123, 124, 130, 135, 136, 137, 139, 142, 143, 145, 148, 150, 153, 156, 158, 159, 160, 162, 163, 164, 165, 169, 170, 172, 173, 174, 175, 178, 179, 180, 182, 183, 187, 189, 193, 194, 195, 196, 198, 199, 200, 201, 203, 207, 209, 217, 221, 224, 229, 231, 236, 245, 254, 255, 262, 263, 264], "simplest": [1, 6, 23, 47, 99, 137, 160, 166], "util": [1, 3, 5, 7, 10, 14, 15, 17, 19, 20, 22, 23, 24, 25, 33, 34, 37, 38, 44, 45, 49, 51, 52, 53, 55, 60, 73, 75, 82, 87, 92, 94, 96, 104, 109, 112, 113, 115, 116, 117, 118, 119, 121, 122, 123, 124, 126, 129, 130, 135, 136, 138, 139, 142, 143, 145, 146, 148, 149, 154, 155, 156, 158, 159, 160, 163, 165, 166, 167, 169, 170, 172, 173, 177, 178, 179, 183, 185, 186, 189, 194, 195, 198, 199, 200, 201, 202, 203, 205, 207, 209, 210, 211, 219, 221, 222, 223, 225, 226, 237, 241, 246, 247, 248, 251, 253, 254, 255, 256], "default_value_estim": 1, "td0": 1, "instruct": [1, 6, 7, 19, 23, 24, 42, 108, 113, 115, 116, 118, 127, 128, 137, 138, 142, 157, 158, 160, 162, 164, 166, 177, 178, 183, 195, 198, 199, 200, 207, 209, 221, 232, 247], "queri": [1, 14, 22, 49, 60, 112, 118, 163, 165, 166, 179, 186, 194, 198, 201], "default_value_kwarg": 1, "td0estim": 1, "td1estim": 1, "tdlambdaestim": 1, "make_value_estim": 1, "value_typ": 1, "hyperparam": [1, 202], "hp": 1, "dict": [1, 18, 49, 51, 143, 144, 147, 148, 153, 154, 157, 160, 174, 175, 179, 196, 201, 210, 217, 245], "hasattr": 1, "gamma": [1, 7, 115, 117, 122, 123, 130, 147, 158, 160, 161, 162, 164, 179], "value_kei": 1, "state_action_valu": [1, 161], "td1": 1, "_value_estim": 1, "elif": [1, 12, 16, 19, 49, 52, 60, 135, 138, 147, 148, 151, 157, 186, 217], "gae": [1, 160], "rais": [1, 8, 11, 12, 19, 49, 60, 73, 124, 125, 128, 145, 147, 148, 159, 160, 173, 174, 175, 205, 217, 245], "notimplementederror": [1, 245], "f": [1, 5, 7, 8, 9, 11, 12, 14, 17, 18, 19, 22, 32, 33, 34, 37, 38, 40, 42, 43, 44, 47, 48, 49, 53, 55, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 78, 87, 89, 90, 92, 93, 94, 96, 97, 99, 102, 103, 104, 105, 108, 110, 111, 112, 113, 116, 117, 118, 122, 123, 124, 125, 127, 130, 134, 135, 136, 137, 138, 139, 140, 145, 146, 147, 149, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 170, 172, 173, 174, 175, 179, 182, 183, 185, 186, 187, 188, 189, 194, 196, 198, 199, 202, 205, 206, 211, 213, 214, 215, 216, 217, 220, 222, 227, 232, 234, 235, 238, 240, 241, 242, 243, 244, 245, 247, 249, 250, 251, 253, 256, 257, 258, 259, 260, 264], "tdlambda": 1, "unknown": [1, 49, 60, 75, 116, 214], "set_kei": 1, "central": [1, 8, 73, 102, 103, 132], "quit": [1, 6, 17, 23, 49, 60, 73, 125, 136, 140, 150, 153, 160, 164, 190, 202, 209], "weight": [1, 2, 3, 4, 5, 6, 7, 9, 12, 13, 14, 17, 19, 20, 24, 33, 39, 43, 44, 49, 60, 63, 64, 66, 67, 68, 69, 71, 72, 73, 78, 89, 90, 93, 97, 99, 100, 102, 103, 104, 110, 111, 112, 115, 117, 121, 123, 129, 130, 132, 135, 137, 138, 139, 140, 143, 145, 146, 148, 153, 154, 155, 157, 158, 160, 161, 164, 166, 167, 169, 172, 174, 178, 179, 180, 182, 183, 184, 185, 186, 189, 198, 199, 200, 201, 202, 203, 204, 206, 217, 224, 229, 230, 233, 245, 255, 264], "must": [1, 2, 4, 5, 6, 8, 10, 11, 12, 14, 22, 23, 42, 49, 52, 60, 61, 67, 73, 85, 98, 99, 103, 107, 108, 111, 112, 113, 122, 134, 136, 137, 139, 142, 158, 160, 163, 169, 172, 173, 174, 175, 180, 190, 191, 193, 194, 195, 199, 201, 203, 206, 228, 242, 264, 265], "sure": [1, 4, 5, 6, 8, 10, 11, 14, 19, 22, 51, 57, 58, 59, 60, 87, 97, 98, 99, 103, 108, 112, 113, 115, 118, 123, 124, 128, 134, 136, 137, 138, 140, 144, 150, 158, 160, 162, 172, 186, 189, 191, 193, 195, 201, 206, 221], "otherwis": [1, 8, 10, 12, 14, 17, 19, 23, 55, 82, 85, 112, 113, 123, 125, 131, 134, 137, 142, 145, 146, 148, 153, 160, 161, 163, 199, 202, 206, 207], "mix": [1, 8, 15, 60, 61, 109, 113, 148, 183, 200, 221, 222, 236, 254], "hold_out_param": 1, "_loss_actor": 1, "tensor": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 15, 17, 19, 20, 21, 22, 23, 35, 37, 40, 41, 42, 43, 44, 45, 46, 47, 49, 51, 57, 58, 59, 60, 61, 62, 64, 65, 67, 68, 69, 70, 73, 75, 77, 78, 81, 85, 88, 89, 91, 92, 93, 96, 97, 98, 99, 102, 103, 104, 105, 108, 109, 112, 115, 116, 117, 118, 121, 122, 123, 128, 130, 131, 134, 135, 136, 137, 138, 139, 140, 142, 145, 146, 147, 148, 150, 151, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 166, 167, 169, 170, 172, 173, 174, 175, 176, 177, 179, 182, 183, 185, 186, 187, 188, 189, 190, 191, 192, 195, 196, 197, 198, 200, 202, 203, 204, 206, 207, 209, 210, 217, 220, 221, 229, 231, 232, 245, 247, 248, 251, 256, 258], "td_copi": 1, "select": [1, 5, 10, 17, 23, 42, 50, 60, 80, 82, 87, 97, 105, 148, 157, 161, 162, 164, 169, 170, 183, 186, 192, 197, 198, 202, 207, 239, 263, 266], "made": [1, 6, 10, 15, 19, 25, 51, 52, 87, 97, 98, 103, 113, 119, 122, 125, 136, 137, 166, 170, 172, 174, 175, 176, 178, 193, 197, 201, 225, 226, 229, 264], "pass": [1, 2, 3, 4, 6, 8, 10, 12, 13, 14, 15, 16, 19, 22, 23, 25, 43, 44, 49, 51, 52, 53, 56, 60, 61, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 82, 85, 87, 97, 98, 99, 101, 102, 103, 111, 112, 113, 115, 116, 118, 121, 122, 123, 124, 125, 126, 127, 130, 131, 132, 134, 135, 136, 137, 139, 142, 144, 147, 148, 150, 151, 154, 155, 157, 160, 161, 162, 163, 164, 166, 167, 169, 172, 173, 174, 175, 180, 184, 185, 186, 188, 190, 193, 194, 195, 196, 199, 201, 203, 212, 223, 239, 254], "param": [1, 7, 14, 16, 19, 33, 43, 47, 51, 68, 85, 93, 99, 111, 112, 117, 122, 123, 131, 134, 136, 139, 142, 151, 155, 158, 163, 164, 179, 180, 190, 217, 232, 245, 248, 254, 259, 260], "actor_network_param": 1, "value_network_param": 1, "reli": [1, 3, 6, 8, 14, 23, 49, 103, 125, 147, 153, 157, 160, 192, 205], "distance_loss": 1, "_loss_valu": 1, "v": [1, 2, 7, 9, 19, 24, 32, 37, 43, 49, 52, 53, 55, 60, 89, 101, 102, 103, 105, 108, 124, 138, 142, 148, 151, 155, 161, 163, 169, 179, 182, 184, 190, 193, 201, 206, 209, 210, 265], "pred_val": 1, "squeez": [1, 9, 10, 12, 14, 34, 49, 60, 73, 90, 95, 110, 138, 147, 150, 151, 166, 170, 179, 185, 186, 230], "manual": [1, 5, 8, 12, 22, 23, 47, 49, 53, 63, 64, 69, 97, 111, 112, 131, 137, 139, 142, 154, 155, 158, 183, 184, 186, 194, 199, 263, 264], "reconstruct": 1, "first": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 32, 40, 42, 44, 45, 49, 50, 51, 52, 53, 55, 58, 59, 60, 61, 68, 69, 73, 76, 78, 79, 80, 82, 83, 85, 87, 97, 99, 101, 102, 103, 109, 111, 112, 113, 115, 116, 118, 119, 121, 122, 123, 124, 125, 126, 127, 128, 130, 131, 132, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 150, 151, 153, 155, 156, 157, 158, 160, 161, 162, 163, 164, 166, 169, 172, 173, 174, 175, 176, 179, 180, 183, 185, 186, 188, 189, 190, 192, 193, 194, 195, 196, 198, 199, 201, 202, 204, 206, 209, 219, 223, 224, 226, 264, 265], "belong": [1, 7, 127, 138, 264], "second": [1, 4, 5, 6, 7, 8, 9, 12, 13, 14, 17, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 47, 48, 49, 51, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 74, 75, 76, 78, 79, 80, 82, 83, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 112, 113, 114, 115, 116, 117, 118, 119, 123, 125, 126, 127, 128, 130, 131, 135, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 157, 160, 161, 165, 166, 167, 168, 169, 170, 171, 173, 174, 175, 176, 177, 179, 182, 185, 186, 190, 191, 192, 193, 194, 196, 201, 204, 206, 212, 219, 224, 225, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 256, 257, 264], "target_param": 1, "target_value_network_param": 1, "batch_siz": [1, 5, 6, 7, 14, 16, 17, 19, 20, 24, 34, 37, 38, 44, 45, 49, 51, 52, 55, 60, 73, 75, 78, 87, 89, 92, 94, 96, 97, 104, 110, 113, 115, 116, 117, 118, 122, 123, 124, 126, 130, 135, 136, 137, 138, 146, 147, 149, 150, 153, 155, 158, 160, 161, 162, 163, 165, 166, 167, 169, 170, 172, 176, 177, 178, 179, 183, 186, 194, 198, 199, 202, 206, 221, 222, 231, 235, 237, 251, 255], "target_valu": 1, "value_estim": 1, "l1": [1, 17, 87, 157, 178, 202], "smooth": [1, 6, 97, 172], "loss_valu": [1, 160], "td_error": 1, "pow": [1, 2, 5, 32, 63, 64, 68, 69, 72, 89, 111, 125, 190], "miss": [1, 51, 112, 113, 134, 137, 169, 173, 178, 191, 205, 223, 264], "glue": [1, 138, 164], "cost": [1, 5, 14, 49, 52, 97, 99, 109, 122, 123, 124, 125, 151, 169, 195, 224, 233], "deliv": [1, 42, 178, 221], "tensordictbas": [1, 14], "_forward": 1, "input_tensordict": 1, "unsqueez": [1, 2, 7, 12, 14, 47, 49, 58, 59, 60, 68, 69, 78, 90, 94, 95, 104, 110, 111, 117, 118, 130, 137, 140, 147, 151, 155, 159, 161, 162, 164, 166, 170, 205, 207, 230], "ndimens": 1, "inplac": [1, 12, 19, 20, 52, 110, 123, 135, 158, 174, 175, 182, 196, 202, 219, 224, 229], "loss_actor": 1, "pred_valu": 1, "pred_value_max": 1, "max": [1, 10, 11, 17, 19, 44, 49, 52, 58, 59, 60, 73, 75, 82, 87, 92, 95, 97, 98, 104, 117, 118, 123, 126, 130, 136, 137, 138, 140, 147, 158, 160, 161, 165, 167, 170, 172, 174, 175, 179, 183, 185, 186, 194, 198, 199, 201, 202, 214, 231, 260, 262], "target_value_max": 1, "ddpgloss": 1, "most": [1, 2, 4, 5, 11, 14, 17, 22, 23, 25, 42, 43, 49, 51, 52, 58, 59, 60, 73, 75, 87, 99, 101, 102, 109, 112, 117, 120, 123, 124, 125, 126, 128, 130, 131, 136, 138, 143, 144, 145, 147, 148, 153, 158, 159, 160, 162, 163, 164, 165, 166, 169, 172, 173, 174, 175, 176, 177, 178, 183, 192, 193, 195, 196, 198, 199, 201, 202, 209, 221, 224], "taken": [1, 6, 8, 14, 19, 22, 25, 60, 82, 83, 113, 119, 137, 140, 144, 153, 160, 161, 172, 185, 186, 264], "condit": [1, 14, 49, 55, 65, 102, 111, 113, 115, 123, 136, 138, 154, 173, 174, 175, 203, 264], "remaind": [1, 7, 9, 135, 142, 182], "cheetah": 1, "goal": [1, 6, 14, 15, 44, 49, 52, 58, 61, 73, 85, 97, 125, 126, 136, 137, 144, 160, 162, 164, 177, 190], "half": [1, 7, 8, 17, 95, 117, 148, 177, 178, 202, 231, 264], "dm_control": 1, "gym": [1, 14, 121, 137, 147, 160, 161, 162, 164], "env": [1, 18, 133, 136, 137, 147, 160, 161, 162, 164, 188, 195, 207, 209, 232, 247], "gymenv": [1, 137, 160], "halfcheetah": 1, "v4": [1, 160], "dmcontrolenv": 1, "By": [1, 8, 17, 19, 25, 43, 60, 63, 64, 76, 82, 87, 101, 103, 111, 113, 122, 124, 126, 136, 139, 142, 144, 145, 153, 157, 161, 169, 174, 175, 177, 178, 187, 191, 193, 194, 195, 202, 207, 254, 262], "disabl": [1, 9, 11, 15, 42, 122, 123, 147, 149, 151, 159, 163, 165, 169, 182, 185, 190, 191, 192, 193, 199, 205, 207, 254, 262, 263], "render": [1, 6, 58, 82, 90, 126, 147, 160, 262], "easier": [1, 17, 18, 23, 24, 50, 51, 58, 98, 123, 126, 144, 145, 153, 162, 166, 170, 177, 185, 190, 193, 195, 201, 202, 206], "than": [1, 3, 5, 6, 8, 10, 11, 12, 13, 14, 17, 19, 23, 25, 44, 48, 49, 50, 52, 53, 60, 67, 69, 73, 82, 85, 95, 97, 98, 99, 101, 103, 105, 112, 113, 116, 117, 121, 122, 123, 126, 128, 130, 133, 134, 136, 139, 144, 145, 146, 147, 150, 151, 153, 154, 155, 159, 160, 161, 162, 169, 170, 172, 173, 178, 179, 183, 185, 189, 190, 194, 195, 196, 198, 202, 204, 205, 207, 210, 224, 229, 263, 264], "focu": [1, 6, 7, 10, 18, 58, 59, 97, 99, 107, 122, 124, 125, 138, 140, 160, 162, 164, 166, 178, 185, 191], "from_pixel": [1, 137], "pixels_onli": 1, "make_env": 1, "helper": [1, 5, 8, 9, 14, 16, 17, 23, 47, 51, 55, 59, 97, 98, 110, 118, 122, 123, 126, 127, 128, 130, 135, 136, 137, 161, 162, 163, 164, 166, 167, 170, 172, 179, 202, 209, 212], "either": [1, 2, 4, 5, 6, 8, 17, 19, 23, 42, 44, 49, 60, 65, 87, 97, 105, 111, 112, 113, 117, 122, 124, 134, 137, 138, 148, 157, 161, 162, 163, 169, 173, 183, 186, 193, 194, 199, 200, 202, 204, 210, 214, 221, 225, 226, 262, 264], "backend": [1, 5, 6, 7, 11, 14, 16, 18, 20, 24, 25, 33, 38, 53, 55, 61, 105, 117, 119, 120, 121, 126, 129, 130, 133, 134, 137, 138, 148, 151, 159, 160, 169, 173, 175, 176, 178, 188, 189, 195, 197, 201, 208, 224, 229, 248, 254, 255, 263], "consid": [1, 6, 10, 11, 14, 23, 49, 60, 61, 68, 73, 82, 111, 115, 116, 123, 131, 134, 136, 142, 148, 151, 153, 154, 156, 158, 162, 166, 169, 173, 179, 190, 191, 192, 206, 224, 254], "dm": [1, 127, 128, 166], "lib": [1, 4, 5, 6, 10, 18, 22, 23, 108, 137, 145, 160, 188, 205, 209, 221, 247], "env_librari": 1, "env_nam": [1, 82, 160], "global": [1, 5, 6, 17, 25, 49, 56, 60, 87, 124, 139, 145, 146, 150, 153, 155, 161, 163, 165, 167, 174, 175, 183, 185, 202, 211, 231, 232, 233, 247, 254], "env_task": 1, "env_arg": 1, "env_kwarg": 1, "frame_skip": [1, 160], "modifi": [1, 3, 6, 10, 11, 14, 19, 43, 44, 49, 52, 58, 59, 73, 78, 97, 98, 118, 119, 124, 136, 140, 143, 144, 145, 156, 157, 158, 160, 162, 166, 174, 175, 180, 189, 196, 204, 224, 265], "represent": [1, 4, 10, 14, 23, 25, 43, 52, 60, 85, 97, 99, 102, 103, 105, 108, 110, 112, 121, 126, 138, 143, 144, 147, 166, 169, 170, 174, 175, 176, 194, 197, 198, 201, 204, 210], "friendli": [1, 4, 15, 23, 178], "append": [1, 7, 8, 9, 12, 14, 16, 17, 18, 19, 21, 49, 52, 60, 73, 98, 103, 109, 112, 115, 118, 122, 125, 127, 128, 130, 135, 136, 137, 138, 144, 147, 149, 150, 157, 160, 161, 162, 163, 164, 165, 166, 170, 173, 179, 182, 183, 186, 198, 199, 202, 217, 231, 232], "special": [1, 7, 10, 18, 22, 23, 48, 60, 73, 99, 101, 103, 113, 115, 116, 118, 125, 137, 148, 156, 157, 169, 172, 174, 175, 183, 194, 198, 203, 254], "torchr": 1, "transformedenv": [1, 14, 137, 160], "common": [1, 4, 6, 8, 10, 14, 17, 19, 44, 49, 51, 60, 61, 82, 95, 97, 99, 101, 103, 112, 117, 121, 124, 134, 135, 138, 144, 147, 154, 157, 158, 159, 160, 165, 172, 176, 179, 184, 188, 192, 194, 202, 222, 232, 233, 247, 264], "rescal": [1, 51, 179, 185], "heurist": [1, 82, 201, 256], "multipli": [1, 5, 12, 19, 48, 49, 60, 95, 104, 127, 143, 166, 177, 178, 232], "5": [1, 2, 3, 5, 6, 7, 9, 11, 14, 17, 20, 23, 24, 32, 34, 36, 37, 38, 40, 43, 45, 47, 48, 49, 52, 60, 64, 65, 73, 75, 78, 80, 82, 85, 87, 89, 92, 93, 94, 95, 96, 98, 99, 101, 102, 103, 104, 109, 110, 111, 112, 113, 114, 115, 116, 118, 122, 123, 125, 126, 127, 130, 134, 136, 138, 139, 142, 143, 144, 145, 147, 148, 150, 151, 154, 155, 157, 158, 159, 162, 163, 164, 165, 166, 167, 172, 173, 174, 175, 177, 178, 179, 182, 188, 190, 191, 192, 193, 194, 195, 196, 198, 199, 202, 203, 204, 206, 208, 209, 211, 212, 214, 216, 219, 220, 221, 222, 225, 227, 228, 234, 240, 244, 245, 246, 248, 249, 250, 253, 255, 258, 259, 264, 265, 268], "interfac": [1, 4, 5, 6, 14, 15, 20, 22, 23, 25, 49, 60, 126, 133, 136, 160, 172, 187, 195, 210, 221], "simul": [1, 17, 18, 19, 59, 119, 160, 161, 202, 205, 223], "doubl": [1, 2, 5, 6, 13, 23, 58, 80, 95, 104, 109, 117, 121, 125, 130, 137, 138, 142, 147, 155, 158, 160, 170, 186, 193, 264], "precis": [1, 4, 8, 10, 15, 20, 61, 125, 130, 131, 138, 148, 160, 170, 178, 183, 186, 189, 200, 221, 222, 231, 236], "number": [1, 5, 6, 7, 9, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 23, 42, 44, 49, 51, 52, 53, 55, 58, 60, 65, 82, 85, 87, 97, 99, 101, 103, 109, 112, 115, 116, 122, 123, 124, 125, 126, 127, 133, 134, 135, 136, 137, 138, 139, 140, 142, 145, 146, 149, 150, 151, 154, 157, 158, 159, 160, 161, 162, 163, 164, 169, 172, 173, 176, 179, 185, 186, 188, 189, 193, 194, 199, 200, 206, 207, 224, 229, 262], "presum": 1, "ones": [1, 2, 4, 6, 11, 12, 14, 19, 21, 32, 40, 48, 49, 60, 76, 80, 85, 89, 92, 95, 97, 110, 113, 118, 125, 136, 139, 144, 154, 155, 156, 158, 160, 161, 169, 174, 175, 178, 179, 180, 191, 192, 199, 203, 210, 221, 232, 247, 257, 264], "goe": [1, 4, 5, 23, 51, 95, 98, 99, 131, 146, 156, 160, 163, 229, 264], "wai": [1, 2, 4, 5, 6, 8, 9, 10, 11, 12, 14, 20, 21, 22, 25, 32, 43, 44, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 60, 67, 73, 78, 80, 82, 87, 95, 98, 99, 101, 103, 105, 108, 110, 112, 113, 115, 120, 123, 124, 125, 126, 127, 131, 133, 134, 140, 142, 143, 144, 145, 146, 147, 148, 150, 151, 153, 154, 157, 158, 160, 162, 163, 165, 167, 170, 174, 175, 176, 179, 180, 185, 186, 191, 192, 193, 194, 196, 197, 198, 199, 201, 203, 205, 210, 223, 224, 233, 241, 254], "doubletofloat": [1, 160], "refer": [1, 4, 5, 6, 8, 13, 15, 16, 17, 21, 22, 23, 24, 25, 49, 59, 60, 61, 73, 76, 82, 85, 97, 99, 101, 102, 103, 105, 107, 108, 109, 112, 113, 118, 122, 123, 124, 125, 127, 128, 133, 134, 145, 150, 153, 157, 158, 160, 162, 163, 164, 169, 172, 174, 175, 178, 179, 186, 189, 190, 193, 195, 198, 199, 200, 202, 205, 209, 210, 223, 225, 226, 254, 263, 268], "float": [1, 5, 6, 7, 8, 9, 11, 12, 13, 19, 23, 37, 38, 40, 41, 44, 48, 51, 52, 58, 59, 63, 64, 72, 73, 80, 89, 95, 101, 103, 104, 108, 109, 111, 118, 122, 123, 124, 126, 136, 138, 144, 145, 147, 148, 149, 156, 157, 158, 161, 162, 164, 165, 167, 179, 180, 182, 185, 186, 187, 190, 191, 192, 193, 194, 195, 198, 199, 201, 207, 209, 217, 219, 220, 224, 229, 231, 239, 245], "in_keys_inv": [1, 14], "befor": [1, 3, 5, 6, 8, 9, 10, 11, 12, 14, 16, 19, 20, 22, 23, 25, 32, 33, 42, 43, 44, 45, 47, 49, 51, 52, 55, 58, 59, 60, 68, 69, 73, 85, 95, 97, 98, 99, 101, 102, 103, 105, 107, 108, 109, 111, 112, 113, 115, 117, 119, 122, 124, 126, 127, 130, 134, 136, 137, 138, 140, 142, 145, 147, 150, 153, 154, 157, 158, 159, 160, 162, 163, 164, 166, 169, 170, 173, 174, 175, 177, 178, 179, 180, 183, 184, 186, 188, 190, 191, 193, 196, 198, 199, 201, 219, 225, 226, 228, 229, 232, 242, 254, 260], "concaten": [1, 14, 48, 49, 60, 79, 101, 102, 110, 115, 124, 128, 135, 161, 198], "cattensor": [1, 14], "leav": [1, 8, 17, 43, 49, 51, 53, 60, 61, 85, 113, 126, 153, 154, 159, 202, 205, 223], "constant": [1, 2, 6, 17, 20, 23, 25, 48, 58, 60, 82, 87, 99, 108, 113, 119, 137, 154, 160, 161, 170, 173, 175, 178, 186, 198, 202, 254], "envcreat": 1, "inittrack": [1, 137], "observationnorm": [1, 137, 160], "parallelenv": [1, 160], "rewardsc": [1, 137], "stepcount": [1, 137, 160], "make_transformed_env": 1, "scale": [1, 6, 12, 19, 51, 56, 61, 73, 97, 105, 112, 120, 121, 122, 123, 126, 136, 137, 147, 160, 161, 167, 178, 179, 180, 185, 186, 201, 231, 245], "base_env": [1, 160], "syntax": [1, 3, 23, 25, 48, 60, 84, 86, 99, 112, 121], "append_transform": [1, 14, 137], "loc": [1, 20, 83, 134, 137, 160, 166, 231], "reward_sc": 1, "observation_vector": 1, "renam": [1, 180, 183, 188, 198, 199], "facilit": [1, 11, 14, 49, 60, 97, 112, 121, 124, 137, 194], "downstream": [1, 6, 113, 172], "oper": [1, 4, 6, 13, 14, 15, 17, 18, 19, 20, 21, 25, 42, 43, 45, 47, 49, 51, 60, 61, 63, 64, 65, 67, 68, 76, 80, 82, 83, 85, 92, 97, 98, 99, 103, 105, 107, 109, 110, 111, 116, 118, 121, 123, 124, 125, 127, 131, 136, 137, 138, 139, 142, 143, 145, 146, 148, 150, 151, 155, 156, 159, 160, 162, 166, 169, 170, 172, 173, 174, 175, 177, 183, 184, 185, 186, 188, 189, 190, 191, 195, 197, 198, 199, 200, 202, 204, 205, 206, 207, 208, 221, 223, 229, 239, 247, 254], "vector": [1, 2, 4, 5, 6, 12, 14, 22, 23, 32, 49, 52, 60, 82, 97, 99, 101, 102, 103, 110, 115, 127, 128, 137, 138, 142, 145, 155, 156, 166, 178, 187, 200, 206, 209, 221, 258], "snippet": [1, 10, 21, 58, 59, 122, 123, 136, 145, 156, 165, 177, 186, 190, 198, 199, 209, 223, 229, 247, 254], "selected_kei": 1, "observation_spec": [1, 14, 160], "out_kei": [1, 14, 137, 160], "instanti": [1, 5, 6, 10, 14, 21, 22, 25, 51, 52, 65, 67, 78, 85, 97, 105, 111, 113, 118, 126, 156, 157, 161, 172, 176, 203], "stateless": [1, 14, 22, 139, 142], "standard_norm": [1, 137], "max_frames_per_traj": [1, 160], "marker": [1, 51, 128], "ornstein": 1, "uhlenbeck": 1, "ou": 1, "significantli": [1, 19, 102, 119, 120, 124, 130, 150, 173, 177, 185, 198, 200, 204, 229, 262], "speed": [1, 5, 6, 10, 14, 19, 48, 49, 61, 85, 97, 120, 121, 122, 124, 132, 137, 139, 145, 148, 159, 160, 162, 165, 173, 177, 185, 186, 187, 197, 204, 224, 229], "throughput": [1, 122, 178], "whether": [1, 6, 8, 10, 11, 14, 20, 22, 49, 52, 95, 97, 105, 108, 112, 126, 131, 136, 138, 144, 147, 153, 160, 162, 169, 170, 172, 180, 193, 263], "individu": [1, 5, 6, 12, 21, 25, 49, 78, 85, 110, 115, 124, 126, 130, 144, 150, 155, 157, 163, 166, 170, 180], "approach": [1, 4, 5, 6, 22, 23, 25, 56, 107, 112, 132, 140, 150, 154, 155, 160, 163, 166, 179, 184, 190, 193, 200, 205, 206, 209, 222, 224, 229], "num_work": [1, 24, 44, 51, 52, 87, 92, 94, 97, 117, 122, 123, 130, 158, 167, 169, 170, 177, 179, 248, 251], "leverag": [1, 6, 49, 73, 97, 107, 108, 112, 121, 122, 124, 134, 136, 146, 179, 187, 189, 197, 200, 223], "capabl": [1, 3, 11, 15, 17, 49, 60, 73, 124, 165, 169, 198, 200, 202, 212, 223], "pytorch": [1, 2, 7, 8, 9, 11, 14, 17, 18, 21, 23, 26, 27, 28, 29, 30, 32, 33, 34, 35, 37, 38, 39, 40, 42, 44, 45, 48, 49, 51, 52, 53, 55, 56, 58, 59, 60, 62, 66, 70, 73, 74, 75, 77, 78, 79, 80, 83, 84, 85, 87, 89, 90, 97, 98, 104, 106, 107, 112, 113, 114, 115, 118, 119, 120, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 137, 139, 140, 141, 142, 143, 144, 145, 146, 147, 149, 150, 151, 153, 155, 156, 157, 158, 160, 161, 162, 163, 164, 165, 166, 167, 168, 170, 171, 173, 174, 175, 176, 179, 182, 183, 184, 185, 187, 188, 190, 191, 192, 193, 194, 195, 202, 204, 205, 206, 208, 211, 212, 213, 214, 215, 216, 217, 219, 220, 222, 223, 229, 230, 231, 233, 235, 238, 245, 246, 247, 248, 251, 253, 254, 256, 257, 258, 260], "adopt": [1, 20, 24, 61, 153, 156, 163], "parallel_env_constructor": 1, "env_per_collector": 1, "transform_state_dict": 1, "make_t_env": 1, "init_stat": [1, 137, 160], "copy_": [1, 3, 40, 48, 109, 145, 162, 167, 238, 245], "env_creat": 1, "parallel_env": 1, "create_env_fn": 1, "create_env_kwarg": 1, "pin_memori": [1, 122, 123, 125, 130, 248], "limit": [1, 4, 6, 9, 10, 11, 14, 15, 17, 19, 49, 73, 119, 123, 124, 137, 138, 139, 147, 148, 150, 155, 166, 173, 174, 175, 178, 183, 185, 186, 188, 189, 195, 198, 202, 224, 229, 232, 263], "lazi": [1, 59], "cat_dim": [1, 137, 160], "reduce_dim": [1, 137, 160], "load_state_dict": [1, 9, 19, 20, 38, 39, 44, 49, 53, 60, 73, 87, 96, 97, 112, 117, 121, 134, 147, 158, 161, 172, 182, 183, 198, 199, 215, 222, 231, 236, 241, 242, 243, 244, 249], "frame": [1, 6, 107, 137, 147, 159, 160, 169], "count": [1, 6, 11, 19, 22, 42, 44, 49, 60, 61, 82, 99, 103, 136, 137, 149, 160, 161, 164, 166, 169, 172, 178, 183, 198, 199, 247], "frames_per_batch": [1, 137, 160], "total_fram": [1, 137, 160], "adjust": [1, 7, 14, 19, 43, 49, 52, 73, 115, 124, 126, 151, 162, 195, 264], "total": [1, 5, 7, 9, 11, 12, 13, 14, 16, 17, 20, 21, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 43, 44, 45, 47, 48, 49, 51, 52, 53, 55, 58, 59, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 83, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 112, 113, 114, 115, 116, 117, 118, 119, 122, 125, 126, 127, 128, 130, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 157, 159, 160, 161, 163, 165, 166, 167, 169, 172, 173, 175, 177, 179, 182, 183, 185, 186, 190, 191, 192, 193, 194, 196, 204, 206, 212, 220, 222, 225, 226, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 256, 257], "unchang": [1, 8, 83, 210], "seem": [1, 44, 52, 113, 125, 127, 137], "cheat": [1, 121, 166], "compar": [1, 5, 10, 15, 17, 19, 20, 23, 44, 58, 59, 61, 83, 97, 102, 108, 116, 117, 123, 124, 126, 127, 136, 138, 144, 145, 146, 148, 151, 153, 155, 157, 160, 162, 164, 166, 169, 172, 173, 174, 175, 177, 178, 182, 183, 185, 187, 190, 197, 198, 200, 201, 202, 221, 224, 229, 232], "dataset": [1, 6, 9, 17, 24, 33, 34, 35, 37, 38, 41, 42, 43, 44, 47, 49, 52, 53, 55, 57, 58, 59, 73, 75, 87, 90, 92, 94, 96, 97, 99, 116, 117, 118, 119, 120, 122, 123, 126, 127, 128, 130, 132, 136, 139, 149, 155, 158, 159, 163, 165, 166, 167, 169, 170, 172, 176, 182, 196, 200, 202, 221, 222, 234, 237, 251, 255], "10m": 1, "element": [1, 5, 6, 7, 9, 12, 17, 19, 40, 48, 49, 58, 59, 73, 76, 95, 99, 101, 102, 103, 116, 125, 136, 145, 151, 154, 160, 161, 172, 174, 175, 179, 182, 191, 192, 193, 194, 202, 224, 264, 265, 268], "anoth": [1, 4, 5, 7, 8, 11, 14, 20, 21, 23, 25, 43, 48, 49, 52, 59, 60, 63, 73, 80, 85, 98, 102, 108, 109, 112, 113, 115, 121, 128, 130, 131, 133, 136, 137, 142, 143, 154, 157, 160, 162, 163, 164, 165, 166, 173, 175, 177, 179, 180, 183, 185, 189, 196, 198, 201, 207, 214, 229, 254, 264, 265], "ratio": [1, 51, 82, 97, 115, 145, 160, 169, 179, 196], "interact": [1, 5, 6, 14, 49, 51, 60, 117, 126, 129, 131, 147, 160, 163, 167, 170, 173, 174, 175, 198, 264], "nutshel": [1, 192], "cautiou": 1, "deal": [1, 5, 44, 49, 51, 52, 60, 97, 110, 112, 122, 146, 160], "lead": [1, 5, 6, 14, 49, 52, 61, 73, 79, 82, 87, 97, 115, 119, 131, 137, 139, 150, 158, 192, 206, 264], "bias": [1, 33, 43, 97, 112, 165], "comparison": [1, 9, 17, 21, 83, 95, 97, 98, 123, 138, 145, 146, 177, 182, 185, 190, 192, 194, 196, 202, 205, 223], "help": [1, 5, 8, 10, 15, 17, 18, 19, 22, 23, 32, 43, 49, 52, 58, 59, 60, 61, 68, 82, 87, 97, 98, 101, 102, 103, 112, 113, 120, 121, 122, 123, 126, 133, 134, 135, 137, 138, 139, 145, 146, 149, 151, 153, 156, 160, 162, 163, 164, 165, 166, 172, 177, 178, 185, 186, 191, 192, 193, 194, 198, 202, 206, 223, 224, 228, 257], "signal": [1, 13, 43, 134, 160, 162, 196], "magnitud": [1, 17, 42, 157, 202], "truncat": [1, 17, 109, 113, 145, 160, 161, 202], "A": [1, 5, 6, 7, 8, 11, 12, 14, 16, 17, 21, 22, 25, 42, 47, 48, 49, 51, 52, 53, 55, 57, 60, 63, 64, 67, 68, 69, 73, 78, 82, 83, 92, 97, 99, 101, 102, 103, 110, 112, 113, 115, 120, 121, 125, 126, 127, 128, 131, 132, 136, 139, 143, 144, 147, 150, 153, 154, 155, 160, 161, 162, 163, 165, 166, 167, 170, 172, 174, 175, 176, 177, 178, 194, 198, 202, 221, 223, 229, 232, 254, 265], "thousand": [1, 103, 120, 124, 127, 137, 166, 172], "500": [1, 6, 17, 24, 49, 52, 60, 75, 109, 115, 128, 146, 148, 161, 164, 167, 179, 232], "statist": [1, 44, 52, 87, 117, 121, 130, 143, 144, 157, 158, 160, 166, 169, 170, 172, 178, 183, 196, 198, 199, 222], "arbitrari": [1, 5, 8, 14, 64, 67, 78, 97, 102, 111, 122, 139, 147, 155, 170, 173, 176, 196], "random": [1, 6, 14, 16, 19, 20, 21, 25, 40, 43, 44, 45, 47, 48, 49, 51, 52, 60, 63, 64, 65, 71, 72, 73, 76, 78, 80, 92, 95, 101, 102, 105, 109, 110, 111, 116, 117, 122, 123, 126, 127, 128, 134, 135, 136, 138, 139, 147, 150, 151, 153, 154, 157, 158, 160, 161, 162, 164, 165, 166, 170, 173, 183, 186, 194, 198, 199, 210], "standard": [1, 5, 8, 20, 23, 25, 44, 48, 52, 60, 61, 73, 82, 87, 92, 97, 98, 99, 105, 107, 108, 113, 136, 140, 150, 159, 167, 173, 174, 175, 179, 185, 194, 210, 224, 259, 264], "deviat": [1, 73, 82, 92, 97, 140, 150], "purpos": [1, 5, 20, 21, 22, 57, 73, 78, 85, 115, 118, 123, 125, 126, 128, 136, 137, 143, 144, 145, 153, 159, 160, 163, 164, 169, 173, 183, 185, 191, 198], "summari": [1, 82, 103, 126, 137, 144, 160, 169, 174, 177, 198, 247], "over": [1, 4, 5, 6, 7, 10, 11, 14, 17, 18, 19, 20, 22, 23, 34, 44, 47, 48, 49, 50, 51, 52, 53, 60, 61, 73, 75, 78, 79, 87, 97, 98, 99, 101, 102, 103, 109, 113, 117, 121, 122, 123, 124, 127, 130, 133, 134, 136, 139, 143, 144, 145, 146, 147, 148, 151, 155, 157, 158, 160, 161, 162, 163, 164, 165, 166, 169, 170, 172, 173, 175, 177, 179, 183, 185, 186, 188, 195, 198, 199, 202, 206, 251, 254, 264], "get_env_stat": 1, "proof_env": 1, "init_env_step": 1, "state_dict": [1, 9, 19, 38, 39, 44, 49, 53, 55, 87, 96, 97, 117, 122, 123, 134, 138, 147, 157, 158, 161, 182, 183, 196, 198, 199, 215, 221, 229, 231, 234, 235, 236, 238, 241, 242, 244, 245, 249, 252], "close": [1, 4, 6, 9, 14, 17, 19, 23, 52, 61, 94, 97, 98, 115, 122, 126, 138, 150, 153, 170, 182, 186, 202, 246, 248, 254], "5000": [1, 2, 7, 118, 127, 128, 140, 214, 232], "earlier": [1, 4, 5, 6, 22, 23, 73, 98, 99, 102, 116, 123, 124, 137, 153, 160, 166, 174, 175, 178, 224], "compositespec": [1, 14], "turn": [1, 4, 5, 6, 7, 8, 9, 14, 15, 19, 20, 23, 25, 49, 98, 102, 103, 109, 113, 126, 128, 137, 146, 153, 154, 157, 162, 166, 182, 187, 191, 192, 200], "seen": [1, 7, 10, 11, 18, 19, 44, 47, 49, 51, 97, 102, 103, 109, 113, 116, 118, 137, 144, 155, 163, 173, 174, 175, 264, 265], "requir": [1, 2, 4, 5, 6, 8, 10, 12, 14, 15, 18, 19, 20, 22, 23, 24, 25, 43, 49, 50, 51, 52, 55, 60, 61, 75, 83, 85, 87, 103, 107, 108, 113, 115, 116, 119, 123, 124, 126, 128, 130, 131, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 146, 149, 150, 151, 153, 154, 155, 158, 159, 160, 162, 163, 164, 165, 166, 172, 173, 174, 175, 176, 177, 178, 179, 182, 183, 184, 185, 186, 187, 191, 192, 193, 195, 201, 203, 206, 209, 210, 212, 221, 223, 225, 233, 239, 258, 262], "recal": [1, 6, 23, 52, 60, 98, 103, 134, 138, 160, 170, 174, 175, 191, 192, 193], "wrap": [1, 5, 6, 7, 9, 10, 16, 22, 25, 45, 60, 63, 76, 79, 87, 98, 99, 101, 102, 103, 105, 109, 110, 111, 123, 125, 130, 134, 137, 143, 147, 158, 160, 163, 164, 172, 174, 175, 176, 182, 184, 195, 200, 212, 264, 267], "flow": [1, 4, 5, 14, 21, 23, 25, 43, 52, 60, 66, 85, 97, 110, 111, 113, 160, 161, 169, 173, 183, 184, 186, 198, 199, 200, 209, 254, 264], "handl": [1, 5, 8, 10, 23, 49, 52, 53, 61, 78, 85, 108, 113, 123, 126, 127, 138, 139, 140, 155, 157, 159, 160, 163, 164, 165, 166, 172, 173, 174, 175, 178, 183, 186, 190, 192, 194, 204, 206, 221], "specifi": [1, 4, 5, 6, 7, 8, 9, 11, 17, 19, 20, 22, 23, 24, 34, 39, 51, 52, 59, 76, 82, 87, 101, 110, 113, 116, 122, 123, 124, 126, 131, 135, 137, 138, 139, 142, 156, 157, 160, 163, 164, 169, 172, 174, 175, 180, 190, 191, 192, 193, 194, 197, 198, 199, 201, 202, 205, 206, 207, 209, 210, 223, 229, 243, 254, 262, 264], "scenario": [1, 4, 6, 14, 61, 105, 107, 108, 112, 117, 125, 161, 164, 200], "tensordictsequenti": [1, 137], "valueoper": [1, 160], "automat": [1, 2, 5, 6, 8, 10, 14, 15, 22, 25, 35, 40, 43, 45, 46, 47, 48, 53, 57, 61, 76, 80, 98, 114, 121, 122, 123, 124, 125, 126, 131, 138, 140, 143, 145, 148, 150, 160, 161, 164, 167, 169, 172, 177, 178, 183, 186, 210, 221, 233, 236, 254, 264], "state_valu": 1, "built": [1, 4, 5, 6, 7, 8, 22, 23, 47, 49, 59, 60, 61, 99, 108, 113, 115, 116, 121, 136, 137, 138, 160, 165, 170, 174, 175, 178, 179, 196, 205, 223, 232], "present": [1, 6, 8, 18, 22, 61, 82, 83, 97, 108, 135, 138, 144, 154, 156, 157, 158, 161, 162, 164, 172, 173, 176, 179, 194], "origin": [1, 5, 6, 7, 8, 12, 14, 17, 19, 23, 32, 49, 52, 58, 59, 60, 73, 87, 90, 97, 102, 105, 113, 115, 118, 119, 124, 125, 127, 128, 138, 143, 151, 154, 155, 157, 158, 161, 172, 173, 174, 175, 177, 178, 180, 182, 183, 184, 185, 187, 193, 198, 201, 202, 219, 221, 229, 254], "paper": [1, 5, 12, 16, 17, 52, 58, 59, 61, 73, 97, 113, 114, 118, 119, 124, 138, 160, 163, 165, 166, 167, 194, 202], "found": [1, 4, 5, 6, 10, 16, 22, 23, 25, 42, 49, 50, 60, 79, 97, 113, 115, 116, 118, 126, 128, 134, 135, 136, 137, 138, 143, 144, 148, 161, 163, 164, 165, 172, 174, 175, 182, 183, 184, 186, 194, 207, 221, 223, 264], "ddpgmlpactor": 1, "ddpgmlpqnet": 1, "materi": [1, 61, 123, 124, 146, 190, 203, 209], "achiev": [1, 3, 6, 14, 17, 19, 24, 32, 44, 49, 56, 82, 87, 97, 108, 119, 121, 125, 130, 136, 137, 138, 145, 150, 153, 154, 157, 158, 160, 161, 169, 177, 180, 183, 185, 186, 199, 200, 202, 204, 223], "practic": [1, 5, 6, 11, 20, 23, 37, 47, 49, 51, 52, 58, 59, 60, 61, 97, 99, 114, 117, 121, 124, 125, 126, 127, 132, 135, 137, 138, 145, 154, 157, 160, 174, 175, 176, 178, 190, 191, 194, 196, 233], "fake": [1, 6, 12, 17, 19, 25, 47, 52, 78, 153, 158, 194, 198, 199, 201, 202, 229], "spec": [1, 108, 126, 137, 160, 164, 180, 201, 232], "ornsteinuhlenbeckprocesswrapp": 1, "probabilisticactor": [1, 160], "tanhdelta": 1, "make_ddpg_actor": 1, "proof_environ": 1, "out_featur": [1, 33, 109, 123, 137, 180, 202], "action_spec": [1, 14, 137, 160], "shape": [1, 4, 12, 17, 23, 34, 38, 40, 42, 43, 47, 48, 49, 51, 52, 58, 59, 60, 63, 68, 76, 85, 90, 92, 95, 97, 98, 101, 103, 104, 109, 111, 118, 122, 124, 127, 128, 137, 138, 139, 142, 143, 146, 147, 148, 151, 153, 155, 157, 160, 169, 172, 179, 185, 186, 188, 193, 194, 196, 198, 202, 203, 210, 227, 232, 239, 240, 245], "actor_net": [1, 160], "action_dim": [1, 147], "distribution_class": [1, 160], "q_net": 1, "qnet": 1, "initi": [1, 6, 8, 11, 14, 16, 18, 19, 20, 21, 22, 23, 25, 37, 43, 49, 55, 60, 64, 71, 72, 73, 80, 97, 98, 99, 102, 103, 109, 111, 112, 117, 122, 123, 124, 127, 128, 130, 137, 139, 143, 145, 148, 149, 153, 157, 158, 159, 161, 162, 163, 164, 166, 167, 169, 174, 175, 176, 190, 193, 197, 199, 204, 207, 224, 232, 264], "reset": [1, 19, 117, 128, 137, 147, 160, 161, 162, 164, 166, 169, 173, 174, 175, 183, 187, 196, 198, 199, 222, 253, 257], "suggest": [1, 4, 12, 52, 86, 97, 128, 138, 145, 146, 147, 148, 151, 158, 169, 172, 174, 175, 176], "nois": [1, 6, 12, 52, 73, 149, 196], "reach": [1, 10, 17, 52, 60, 61, 97, 134, 136, 138, 147, 148, 150, 160, 164, 174, 175, 202], "minimum": [1, 49, 82, 160, 164, 174, 175, 178, 192], "annealing_fram": 1, "1_000_000": [1, 96, 137], "actor_model_explor": 1, "annealing_num_step": [1, 137], "share_memori": 1, "iter": [1, 3, 4, 6, 11, 12, 14, 16, 24, 34, 42, 43, 44, 47, 52, 53, 55, 60, 75, 85, 87, 92, 94, 96, 98, 103, 105, 112, 113, 116, 117, 118, 126, 127, 128, 132, 134, 135, 137, 143, 145, 150, 158, 160, 161, 162, 163, 164, 167, 169, 170, 173, 179, 182, 183, 195, 198, 199, 204, 212, 219, 224, 246], "tight": [1, 105, 107, 108], "per": [1, 5, 6, 8, 11, 19, 61, 87, 97, 103, 121, 122, 126, 127, 128, 130, 134, 136, 137, 138, 146, 148, 153, 157, 160, 164, 165, 166, 169, 170, 172, 176, 177, 178, 179, 186, 190, 195, 206, 219, 224, 232, 247], "sync": [1, 7, 10, 11, 16, 55, 121, 122, 123, 143, 147, 189, 195, 259], "natur": [1, 5, 6, 17, 18, 23, 24, 25, 45, 61, 73, 75, 97, 107, 116, 119, 126, 127, 136, 137, 138, 163, 172, 192, 194, 198, 201, 202, 264], "resourc": [1, 53, 58, 59, 61, 73, 87, 105, 119, 123, 134, 136, 153, 160, 169, 172, 177, 224, 237], "alloc": [1, 6, 18, 21, 22, 23, 48, 55, 59, 130, 136, 153, 169, 176, 177, 194, 203, 224, 260], "gpu": [1, 3, 4, 7, 12, 17, 18, 19, 20, 24, 33, 38, 40, 42, 43, 47, 48, 49, 50, 52, 53, 54, 56, 57, 60, 61, 64, 72, 73, 77, 80, 81, 82, 83, 88, 92, 96, 97, 99, 105, 111, 114, 117, 120, 121, 122, 123, 124, 125, 132, 133, 134, 135, 136, 137, 138, 139, 145, 148, 149, 150, 151, 153, 155, 158, 160, 161, 163, 164, 165, 172, 173, 176, 178, 179, 186, 187, 197, 202, 207, 208, 211, 215, 217, 224, 231, 232, 235, 241, 252, 254, 256, 259], "worker": [1, 6, 7, 11, 16, 51, 52, 61, 115, 120, 122, 123, 135, 136, 148, 160, 163, 164, 169, 213], "syncdatacollector": [1, 137, 160], "process": [1, 4, 5, 6, 11, 12, 14, 15, 16, 17, 18, 20, 22, 23, 24, 25, 42, 47, 49, 50, 51, 52, 56, 60, 61, 73, 82, 85, 97, 103, 105, 110, 112, 113, 114, 116, 118, 119, 120, 121, 122, 123, 125, 126, 127, 128, 132, 133, 136, 137, 138, 144, 145, 147, 148, 150, 155, 159, 161, 163, 164, 165, 166, 169, 172, 174, 175, 176, 177, 178, 183, 185, 186, 188, 189, 194, 196, 197, 202, 204, 205, 209, 214, 229, 263, 264], "offer": [1, 11, 14, 18, 42, 43, 53, 61, 99, 122, 124, 139, 142, 145, 146, 198], "multiasyncdatacollector": [1, 160], "rollout": [1, 137, 160], "asynchron": [1, 21, 61, 120, 121, 126, 135, 150, 156, 160, 164], "manner": [1, 5, 8, 14, 19, 61, 160, 172], "therebi": [1, 187, 190, 194], "decoupl": [1, 61, 154, 198], "factori": [1, 6, 101, 115, 191, 192, 233], "empti": [1, 5, 6, 8, 14, 19, 21, 23, 49, 80, 95, 108, 128, 130, 144, 145, 148, 154, 159, 166, 169, 172, 174, 175, 177, 186, 192, 194, 203, 207, 239, 247, 265], "maximum": [1, 11, 49, 60, 82, 102, 113, 126, 128, 137, 138, 145, 160, 165, 166, 174, 175, 186, 195, 196], "non": [1, 2, 3, 5, 8, 11, 14, 19, 22, 49, 51, 53, 54, 56, 60, 82, 85, 97, 98, 100, 103, 112, 113, 119, 122, 126, 130, 131, 135, 136, 137, 138, 140, 142, 146, 148, 151, 157, 158, 161, 162, 165, 166, 169, 173, 174, 177, 183, 185, 186, 190, 200, 203, 229, 254, 265, 267], "termin": [1, 14, 23, 53, 60, 87, 160, 161, 163, 164, 172, 189, 207, 226], "effect": [1, 5, 6, 8, 9, 11, 23, 55, 73, 82, 97, 103, 108, 124, 127, 128, 139, 153, 155, 157, 161, 165, 166, 172, 177, 178, 192, 200, 201, 206, 262], "regist": [1, 22, 43, 47, 78, 108, 109, 112, 121, 122, 124, 134, 142, 153, 154, 160, 174, 175, 178, 209, 221], "new": [1, 2, 4, 5, 6, 8, 9, 12, 13, 14, 22, 23, 24, 25, 31, 42, 43, 45, 48, 49, 50, 52, 55, 60, 62, 73, 75, 79, 80, 82, 85, 97, 99, 102, 103, 108, 109, 110, 112, 113, 117, 121, 122, 123, 125, 126, 127, 137, 138, 142, 143, 145, 147, 150, 153, 154, 155, 156, 157, 158, 160, 161, 162, 165, 166, 169, 172, 174, 175, 179, 180, 182, 187, 188, 189, 190, 194, 196, 197, 198, 199, 200, 201, 205, 206, 207, 209, 223, 224, 225, 226, 227, 264], "infer": [1, 3, 6, 8, 9, 10, 19, 20, 21, 22, 23, 42, 48, 49, 60, 61, 97, 101, 103, 105, 113, 121, 125, 126, 130, 140, 143, 145, 159, 160, 162, 172, 173, 178, 179, 186, 188, 189, 194, 195, 197, 198, 199, 200, 202, 204, 207, 210, 224, 225, 226, 229, 236, 242, 258], "around": [1, 5, 6, 11, 23, 24, 49, 55, 58, 59, 75, 97, 117, 128, 139, 145, 146, 151, 155, 158, 166, 169, 170, 174, 175, 183, 190, 191, 195, 198, 264, 267], "1m": [1, 137, 160], "10_000": [1, 97], "outer": [1, 6, 122, 146], "loop": [1, 3, 4, 5, 7, 8, 11, 16, 17, 19, 21, 25, 44, 47, 49, 51, 52, 59, 60, 65, 73, 75, 78, 85, 87, 97, 111, 118, 123, 126, 127, 138, 139, 145, 146, 147, 153, 155, 163, 164, 166, 170, 178, 184, 186, 202, 251], "equal": [1, 4, 10, 95, 97, 115, 116, 125, 138, 148, 157, 160, 161, 172, 174, 175, 177, 193], "length": [1, 7, 12, 14, 17, 20, 42, 45, 49, 52, 60, 102, 103, 105, 113, 115, 116, 124, 128, 137, 138, 147, 160, 165, 166, 176, 186, 192, 194, 197, 202, 206, 209, 252, 265], "sub": [1, 6, 20, 25, 49, 60, 109, 124, 129, 144, 150, 160, 164, 166, 169, 177, 178, 186, 247, 264], "traj_len": [1, 137], "200": [1, 6, 9, 90, 93, 137, 148, 164, 185, 195, 220], "init_random_fram": 1, "num_collector": 1, "explorationtyp": [1, 137, 160], "reset_at_each_it": 1, "split_traj": [1, 160], "exploration_typ": 1, "assess": 1, "mode": [1, 4, 7, 9, 12, 13, 16, 20, 37, 42, 43, 49, 51, 52, 55, 60, 73, 79, 82, 85, 86, 87, 97, 112, 115, 116, 117, 121, 122, 130, 131, 135, 137, 140, 143, 145, 147, 148, 151, 158, 162, 165, 166, 167, 170, 172, 173, 175, 178, 180, 185, 188, 189, 195, 196, 197, 199, 200, 201, 242], "dedic": [1, 10, 55, 60, 112, 135, 163, 164, 178, 200, 209, 224, 229, 265], "frequenc": [1, 7, 83, 126, 224], "trainer": [1, 16, 17, 24, 55, 126, 132, 149, 162, 163, 164, 202], "make_record": 1, "record_interv": 1, "load": [1, 5, 17, 18, 19, 20, 21, 23, 24, 34, 35, 38, 39, 42, 43, 47, 51, 52, 55, 73, 75, 87, 90, 96, 98, 104, 105, 110, 113, 116, 119, 121, 123, 125, 127, 140, 145, 148, 153, 160, 169, 170, 172, 175, 179, 182, 183, 185, 186, 187, 188, 195, 196, 202, 205, 207, 209, 214, 215, 221, 222, 223, 225, 226, 231, 232, 236, 241, 242, 243, 244, 247, 249, 250, 256, 258], "recorder_obj": 1, "record_fram": 1, "1000": [1, 2, 7, 9, 17, 19, 43, 52, 79, 89, 94, 96, 117, 119, 122, 123, 125, 127, 135, 137, 145, 150, 160, 161, 170, 173, 177, 178, 188, 200, 202, 204, 213, 214, 227, 232, 238, 247], "policy_explor": 1, "everi": [1, 2, 6, 8, 10, 12, 14, 15, 17, 18, 19, 24, 43, 44, 47, 49, 51, 52, 60, 61, 87, 103, 117, 124, 125, 127, 128, 130, 136, 137, 142, 147, 148, 151, 153, 154, 155, 157, 158, 160, 161, 162, 164, 166, 169, 170, 179, 194, 198, 199, 202, 209, 224, 233], "10": [1, 3, 4, 6, 7, 8, 11, 13, 14, 16, 17, 19, 20, 23, 25, 33, 34, 37, 38, 41, 42, 43, 44, 45, 47, 49, 51, 52, 53, 60, 73, 78, 79, 80, 83, 87, 89, 92, 93, 94, 95, 96, 103, 104, 105, 109, 112, 115, 117, 122, 123, 125, 126, 127, 129, 130, 134, 136, 137, 139, 140, 142, 143, 145, 147, 148, 149, 150, 151, 155, 157, 158, 159, 160, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 177, 179, 180, 185, 188, 190, 191, 192, 195, 196, 197, 198, 199, 202, 203, 204, 205, 207, 209, 210, 211, 212, 213, 216, 220, 222, 224, 227, 232, 234, 238, 239, 240, 241, 242, 243, 244, 246, 247, 249, 250, 251, 253, 268], "lazymemmapstorag": [1, 137, 147], "prioritizedsampl": 1, "randomsampl": [1, 19, 138, 166, 183, 186, 198, 199], "tensordictreplaybuff": [1, 137, 147], "flavor": [1, 5, 23, 107], "priorit": [1, 194], "error": [1, 4, 5, 6, 8, 10, 11, 12, 22, 37, 38, 43, 47, 49, 50, 52, 53, 58, 60, 61, 68, 78, 97, 101, 107, 108, 111, 122, 125, 131, 135, 140, 149, 153, 156, 160, 161, 173, 174, 175, 185, 190, 191, 196, 198, 205, 209, 221, 223, 258, 264], "higher": [1, 19, 44, 48, 53, 82, 97, 99, 122, 123, 127, 128, 131, 142, 146, 158, 159, 160, 161, 169, 170, 172, 183, 186, 196, 198, 200, 204, 206, 212, 224, 229, 262, 264], "likelihood": [1, 49, 99, 104, 127], "regular": [1, 4, 5, 6, 8, 10, 19, 23, 24, 97, 114, 127, 128, 135, 146, 154, 155, 165, 166, 167, 190, 192, 194, 200, 221], "circular": 1, "compos": [1, 5, 6, 10, 12, 17, 19, 21, 25, 44, 52, 58, 59, 73, 75, 79, 87, 90, 92, 94, 96, 97, 99, 108, 110, 113, 115, 117, 119, 121, 123, 130, 136, 137, 140, 142, 143, 147, 149, 151, 155, 158, 159, 160, 163, 165, 167, 169, 170, 172, 179, 183, 198, 199, 201, 205, 210, 214, 221, 222, 230, 251, 255], "pick": [1, 6, 19, 44, 98, 127, 161, 166], "physic": [1, 14, 103, 178], "memori": [1, 4, 5, 6, 8, 10, 16, 17, 18, 19, 21, 22, 23, 37, 48, 49, 51, 55, 61, 80, 87, 95, 97, 100, 105, 110, 112, 115, 118, 121, 122, 123, 124, 132, 136, 137, 145, 146, 147, 151, 157, 163, 165, 169, 172, 176, 179, 185, 189, 190, 193, 194, 195, 200, 202, 219, 221, 229, 231, 248, 260], "map": [1, 6, 7, 12, 13, 17, 49, 52, 58, 60, 75, 90, 97, 98, 102, 103, 104, 108, 110, 112, 113, 115, 116, 119, 127, 137, 139, 140, 144, 146, 153, 154, 155, 160, 161, 164, 172, 174, 175, 177, 179, 183, 198, 201, 202, 206, 210, 214], "arrai": [1, 6, 32, 43, 44, 47, 51, 58, 59, 85, 89, 95, 103, 109, 117, 127, 128, 140, 147, 158, 159, 161, 166, 167, 172, 193, 230], "desir": [1, 5, 8, 12, 14, 16, 49, 51, 52, 73, 82, 97, 110, 112, 116, 136, 143, 157, 169, 172, 185, 191, 203, 265], "hyperparamet": [1, 6, 14, 17, 52, 87, 112, 115, 121, 126, 190, 194], "randomcroptensordict": 1, "make_replay_buff": 1, "buffer_s": 1, "random_crop_len": 1, "prefetch": [1, 137, 178], "prb": 1, "sampler": [1, 6, 19, 34, 55, 110, 122, 123, 138, 160, 166, 167, 183, 186, 198, 199], "max_capac": 1, "alpha": [1, 5, 6, 15, 98, 108, 127, 128, 147, 150, 172, 179, 190, 194, 265], "7": [1, 3, 5, 6, 17, 18, 19, 22, 23, 34, 36, 51, 58, 59, 80, 85, 95, 96, 101, 109, 116, 117, 122, 123, 130, 135, 136, 147, 148, 150, 158, 159, 167, 172, 173, 174, 175, 176, 178, 179, 185, 189, 200, 203, 204, 205, 207, 208, 209, 211, 212, 216, 219, 220, 222, 223, 225, 226, 228, 229, 231, 248, 254, 257, 268], "beta": [1, 6, 20, 52, 105, 118, 121, 193, 217, 235, 252], "scratch_dir": 1, "buffer_scratch_dir": 1, "sample_dim": 1, "temporari": [1, 5, 117, 126, 178, 182], "disk": [1, 4, 23, 25, 105, 112, 137, 188, 189, 195, 209, 224], "tempfil": [1, 7, 87, 117, 125, 126, 134], "tmpdir": 1, "temporarydirectori": [1, 87, 117, 125], "along": [1, 4, 5, 6, 7, 8, 14, 17, 21, 23, 43, 48, 49, 53, 54, 55, 56, 60, 83, 97, 101, 102, 110, 116, 117, 119, 122, 123, 127, 128, 132, 133, 137, 153, 157, 161, 163, 170, 172, 176, 192, 202, 203], "dimens": [1, 5, 6, 7, 12, 14, 18, 20, 21, 44, 47, 48, 49, 60, 78, 79, 87, 92, 99, 101, 102, 103, 110, 115, 121, 124, 127, 130, 137, 139, 147, 148, 155, 157, 159, 160, 162, 174, 175, 176, 191, 194, 198, 199, 206, 224], "feed": [1, 6, 12, 19, 44, 47, 49, 60, 97, 100, 102, 105, 112, 124, 127, 128, 134, 135, 147, 161, 166, 170, 177, 196], "adapt": [1, 2, 14, 17, 24, 87, 105, 126, 202], "divid": [1, 7, 8, 9, 10, 11, 12, 14, 15, 19, 85, 97, 99, 127, 135, 136, 150, 154, 164, 177, 178, 182], "yield": [1, 6, 11, 12, 16, 17, 19, 21, 104, 112, 115, 116, 118, 124, 125, 162, 164, 185, 193, 202, 242], "regard": [1, 6, 11, 14, 23, 60, 112, 145, 146, 160, 169, 264], "25": [1, 7, 9, 22, 23, 73, 89, 90, 97, 109, 117, 123, 158, 163, 165, 172, 182, 185, 204, 232, 234, 239], "balanc": [1, 6, 18, 134, 169], "choic": [1, 4, 6, 8, 49, 87, 126, 128, 166], "heterogen": [1, 197], "figur": [1, 8, 12, 14, 22, 34, 49, 51, 52, 73, 82, 97, 117, 121, 124, 126, 127, 128, 137, 145, 150, 160, 161, 162, 166, 169, 170, 172, 177, 179, 183, 196, 198, 237, 265, 267], "dataflow": 1, "8": [1, 3, 5, 6, 7, 9, 13, 14, 16, 17, 19, 23, 34, 49, 52, 58, 59, 65, 73, 87, 90, 93, 101, 102, 109, 111, 115, 116, 118, 119, 122, 124, 127, 128, 130, 134, 135, 138, 143, 145, 147, 148, 150, 154, 158, 159, 165, 166, 167, 169, 172, 173, 174, 175, 177, 179, 185, 186, 188, 189, 190, 194, 200, 202, 207, 208, 209, 213, 215, 216, 217, 224, 225, 226, 229, 231, 235, 239, 248, 256, 259, 260, 264, 265, 268], "ceil_div": 1, "y": [1, 2, 5, 7, 17, 18, 20, 22, 23, 25, 32, 37, 38, 40, 41, 43, 47, 48, 51, 52, 63, 64, 65, 67, 68, 69, 71, 72, 73, 76, 82, 85, 89, 92, 93, 95, 96, 97, 98, 101, 102, 104, 110, 111, 113, 116, 122, 125, 138, 142, 145, 147, 148, 149, 156, 165, 169, 172, 173, 174, 175, 176, 186, 187, 192, 196, 206, 209, 213, 246, 247, 256, 257, 265], "known": [1, 4, 5, 12, 17, 42, 113, 124, 136, 138, 142, 144, 157, 161, 166, 186, 189, 201, 202], "utd": [1, 137], "update_to_data": 1, "64": [1, 5, 6, 14, 15, 17, 18, 19, 20, 23, 34, 37, 38, 43, 49, 52, 60, 73, 87, 95, 97, 102, 104, 115, 119, 122, 123, 124, 126, 130, 135, 137, 139, 146, 147, 155, 159, 160, 162, 163, 165, 167, 174, 175, 176, 179, 185, 202, 204, 206, 209, 220, 222, 232, 234, 239, 253], "reproduc": [1, 12, 25, 52, 73, 97, 138, 145, 160, 164, 173, 186], "realiz": [1, 17, 202], "sever": [1, 2, 3, 10, 11, 15, 16, 19, 22, 25, 45, 47, 52, 53, 54, 61, 73, 78, 97, 99, 113, 122, 127, 133, 136, 143, 147, 150, 153, 154, 156, 158, 160, 162, 163, 169, 170, 173, 174, 175, 177, 178, 192, 201, 209, 221, 224, 254], "ve": [1, 5, 6, 7, 8, 17, 21, 22, 25, 45, 47, 50, 76, 78, 113, 121, 125, 130, 137, 143, 144, 146, 153, 155, 161, 163, 170, 177, 185, 190, 192, 193, 202, 214], "_must_": 1, "99": [1, 63, 64, 67, 68, 69, 71, 72, 111, 160, 161, 164], "lmbda": [1, 160], "tau": [1, 161], "001": [1, 12, 14, 24, 44, 51, 89, 92, 94, 96, 97, 103, 112, 117, 134, 150, 161, 162, 166, 169, 170, 221, 231, 242, 243, 244, 250, 251, 255], "decai": [1, 117, 137, 158, 161, 217], "factor": [1, 18, 20, 117, 130, 158, 161, 162, 173, 184, 185], "off": [1, 7, 8, 9, 12, 16, 19, 21, 24, 34, 43, 49, 51, 52, 98, 112, 113, 117, 119, 123, 126, 127, 145, 153, 158, 160, 162, 163, 164, 172, 182, 188, 190], "dictat": [1, 14], "introduc": [1, 11, 15, 16, 17, 21, 22, 23, 24, 42, 54, 60, 75, 78, 79, 87, 97, 99, 109, 118, 119, 121, 122, 134, 145, 148, 150, 153, 162, 164, 165, 166, 172, 173, 174, 175, 176, 178, 182, 183, 186, 187, 189, 190, 192, 193, 196, 198, 200, 201, 202, 204, 205, 206, 210, 221, 223, 224], "outdat": 1, "trick": [1, 6, 10, 49, 131, 136, 146], "multi": [1, 5, 6, 14, 18, 47, 49, 52, 53, 54, 55, 56, 61, 77, 99, 113, 121, 122, 124, 132, 133, 134, 135, 137, 138, 150, 160, 162, 165, 169, 178, 179, 186, 194], "altern": [1, 6, 10, 23, 48, 49, 102, 113, 117, 123, 139, 144, 148, 156, 158, 160, 166, 169, 172, 173, 183, 185, 193, 200, 210], "hack": [1, 138, 186, 190], "find": [1, 2, 4, 5, 6, 8, 10, 17, 22, 23, 48, 52, 73, 82, 83, 85, 87, 98, 101, 121, 123, 127, 128, 136, 138, 142, 143, 145, 150, 154, 158, 161, 164, 166, 169, 174, 175, 184, 190, 191, 192, 193, 196, 198, 201, 202, 205, 209, 223, 224, 254], "despit": [1, 73, 134], "fact": [1, 3, 5, 6, 8, 12, 14, 19, 22, 23, 60, 73, 80, 97, 99, 103, 113, 125, 154, 160, 161, 170], "part": [1, 3, 5, 6, 7, 8, 9, 10, 13, 14, 15, 16, 20, 23, 42, 43, 45, 49, 52, 58, 59, 60, 73, 76, 87, 98, 100, 103, 113, 116, 118, 121, 122, 124, 125, 128, 131, 132, 135, 136, 137, 138, 140, 144, 145, 150, 153, 154, 160, 166, 174, 175, 182, 183, 184, 185, 187, 189, 190, 192, 197, 199, 205, 209, 210, 223, 224, 254, 262, 263, 264], "thank": [1, 9, 19, 49, 104, 115, 119, 126, 127, 128, 136, 138, 166, 177, 178, 186, 188, 189, 196, 205, 223], "hardupd": 1, "softupd": [1, 137], "appropri": [1, 6, 7, 8, 42, 49, 60, 126, 127, 134, 154, 158, 163, 170, 176, 183, 198, 199, 200, 221], "locat": [1, 6, 31, 48, 78, 80, 82, 103, 109, 113, 136, 158, 160, 166, 169, 174, 175, 177, 179, 189, 205, 223, 224, 239, 259], "target_net_updat": 1, "ep": [1, 13, 73, 118, 130, 137, 143, 164, 174, 175, 180, 190, 199, 201, 202, 219], "adam": [1, 6, 11, 13, 14, 47, 49, 52, 69, 96, 97, 99, 110, 111, 118, 136, 137, 147, 149, 153, 160, 161, 162, 164, 166, 173, 211, 212, 215, 260], "optimizer_actor": 1, "lr": [1, 7, 11, 14, 16, 19, 24, 37, 38, 43, 44, 47, 49, 52, 65, 67, 69, 87, 89, 92, 94, 96, 97, 98, 99, 102, 103, 104, 110, 111, 112, 115, 117, 118, 122, 123, 130, 134, 135, 136, 137, 145, 147, 149, 150, 158, 160, 161, 162, 163, 164, 166, 167, 169, 170, 179, 211, 215, 217, 221, 222, 231, 238, 242, 243, 244, 246, 250, 251, 255, 260], "1e": [1, 13, 17, 20, 37, 38, 43, 63, 65, 67, 68, 69, 71, 72, 87, 93, 98, 111, 118, 125, 126, 130, 139, 151, 155, 158, 160, 161, 162, 164, 180, 190, 202, 219, 238], "weight_decai": [1, 98, 112, 158, 179, 217], "optimizer_valu": 1, "total_collection_step": 1, "pretti": [1, 16, 21, 44, 109, 113, 126, 146, 164, 183, 206], "rewards_ev": 1, "collected_fram": 1, "pbar": [1, 14, 137, 160], "r0": [1, 122], "enumer": [1, 7, 17, 19, 37, 38, 44, 49, 51, 52, 75, 87, 92, 94, 96, 98, 103, 115, 117, 123, 124, 127, 130, 137, 158, 159, 160, 163, 166, 167, 169, 170, 194, 202, 221, 222, 251, 255], "update_policy_weights_": 1, "numel": [1, 7, 8, 78, 97, 125, 130, 137, 148, 151, 160, 162, 190, 247, 256], "extend": [1, 4, 5, 6, 8, 19, 24, 52, 58, 59, 61, 87, 105, 106, 107, 113, 121, 123, 128, 135, 137, 159, 160, 163, 164, 172, 176, 178, 180, 187, 200, 209, 221], "current_fram": 1, "_": [1, 5, 11, 12, 14, 15, 16, 19, 21, 33, 34, 35, 36, 37, 40, 44, 48, 49, 52, 60, 75, 80, 87, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 102, 104, 106, 111, 115, 117, 118, 129, 135, 136, 137, 138, 139, 140, 143, 145, 146, 148, 150, 151, 153, 158, 160, 161, 162, 164, 165, 166, 170, 173, 177, 178, 182, 183, 185, 186, 196, 198, 199, 200, 205, 208, 211, 212, 213, 214, 217, 220, 230, 231, 235, 238, 253, 260, 264], "rang": [1, 5, 6, 7, 9, 11, 12, 14, 16, 17, 18, 19, 21, 25, 34, 37, 38, 42, 44, 49, 51, 52, 53, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 78, 82, 85, 87, 89, 92, 94, 96, 97, 98, 99, 102, 103, 104, 105, 107, 108, 111, 113, 115, 116, 117, 118, 122, 123, 126, 127, 128, 130, 135, 136, 137, 138, 139, 143, 145, 147, 150, 153, 155, 158, 159, 160, 161, 162, 164, 165, 166, 167, 169, 170, 173, 174, 175, 177, 178, 179, 180, 182, 185, 186, 187, 194, 195, 196, 199, 202, 204, 210, 211, 212, 213, 216, 220, 222, 227, 231, 238, 239, 246, 251, 253, 260], "sampled_tensordict": 1, "backward": [1, 2, 3, 6, 7, 8, 11, 12, 13, 14, 15, 16, 19, 25, 32, 37, 38, 43, 44, 45, 47, 49, 52, 61, 63, 64, 65, 67, 68, 69, 73, 75, 76, 87, 89, 92, 94, 96, 97, 98, 99, 101, 102, 103, 104, 111, 115, 117, 118, 121, 123, 124, 125, 127, 128, 129, 132, 134, 135, 136, 137, 142, 146, 147, 150, 151, 155, 158, 160, 161, 162, 163, 164, 166, 167, 169, 170, 173, 174, 175, 192, 199, 211, 212, 213, 215, 221, 222, 231, 239, 246, 248, 251, 255, 260], "gn1": 1, "clip_grad_norm_": [1, 7, 14, 49, 115, 160], "zero_grad": [1, 3, 6, 7, 12, 14, 19, 37, 38, 44, 47, 49, 52, 65, 67, 68, 69, 73, 75, 87, 89, 92, 94, 96, 97, 98, 99, 102, 103, 104, 111, 115, 117, 118, 122, 123, 127, 128, 130, 134, 136, 137, 147, 150, 153, 158, 160, 161, 162, 164, 166, 167, 169, 170, 173, 199, 215, 221, 222, 231, 246, 251, 255], "gn2": 1, "gn": [1, 14], "prioriti": [1, 8, 183], "update_tensordict_prior": 1, "td_record": 1, "r_evalu": 1, "len": [1, 7, 9, 12, 14, 17, 19, 34, 37, 38, 45, 47, 49, 51, 52, 55, 60, 73, 75, 79, 87, 93, 94, 96, 97, 98, 99, 102, 103, 104, 105, 108, 115, 116, 117, 118, 122, 123, 125, 127, 128, 130, 136, 138, 143, 150, 158, 161, 162, 163, 166, 167, 170, 172, 176, 179, 182, 186, 201, 202, 210, 216, 217, 222], "rn": 1, "rs": [1, 166], "std": [1, 2, 4, 5, 6, 12, 15, 19, 22, 23, 51, 58, 59, 73, 90, 92, 95, 97, 117, 150, 156, 158, 159, 164, 167, 172, 183, 187, 188, 190, 198, 199, 205, 209, 221, 223, 230, 232, 258], "set_descript": [1, 14, 137, 160], "2f": [1, 7, 19, 97, 115, 119, 123, 127, 130, 157, 159, 162, 164, 177, 178, 183, 185, 198, 199, 204, 229, 232, 235, 253], "grad": [1, 2, 6, 12, 13, 16, 32, 43, 47, 63, 64, 68, 73, 76, 78, 89, 101, 104, 111, 123, 125, 127, 128, 129, 130, 131, 134, 136, 142, 146, 151, 153, 160, 162, 163, 164, 190, 206, 212, 217, 231, 251], "norm": [1, 2, 14, 17, 19, 52, 78, 89, 97, 110, 121, 124, 154, 157, 160, 172, 183, 196, 202], "shutdown": [1, 16, 135, 162, 163, 164, 213], "del": [1, 44, 130, 142, 153, 160, 185, 187, 238], "plot": [1, 6, 12, 14, 17, 51, 52, 73, 82, 89, 113, 117, 126, 137, 147, 150, 160, 161, 162, 167, 170, 172, 196, 237], "mention": [1, 5, 6, 10, 11, 15, 16, 52, 60, 73, 85, 95, 97, 98, 112, 123, 124, 136, 137, 161, 163, 169, 172, 186, 198], "greater": [1, 11, 49, 52, 125, 177, 189, 207], "matplotlib": [1, 6, 12, 14, 34, 44, 51, 52, 57, 73, 75, 89, 90, 92, 94, 96, 104, 117, 127, 128, 137, 147, 150, 158, 160, 161, 166, 167, 170, 172, 179, 196, 237], "pyplot": [1, 6, 12, 14, 34, 44, 51, 52, 73, 75, 89, 90, 92, 94, 96, 104, 117, 127, 128, 137, 147, 150, 158, 160, 161, 166, 167, 170, 172, 179, 196, 237], "plt": [1, 6, 12, 14, 34, 44, 51, 52, 73, 75, 89, 90, 92, 94, 96, 117, 127, 128, 137, 147, 150, 158, 160, 161, 166, 167, 170, 172, 179, 196, 237], "zip": [1, 6, 17, 18, 44, 49, 50, 52, 104, 105, 108, 112, 116, 128, 138, 139, 151, 155, 161, 162, 164, 170, 172, 179, 182, 186, 202, 209, 217, 224, 231], "label": [1, 6, 17, 34, 40, 43, 44, 51, 52, 58, 59, 73, 75, 78, 87, 90, 92, 94, 96, 97, 99, 103, 109, 110, 113, 115, 117, 119, 122, 124, 127, 134, 135, 138, 147, 150, 158, 159, 162, 166, 169, 170, 179, 186, 202, 209, 214, 222, 232, 235, 237, 251, 260, 264], "legend": [1, 52, 147, 264], "xlabel": [1, 14, 52, 73, 137, 161, 172], "ylabel": [1, 17, 52, 73, 161, 172], "tight_layout": [1, 51, 73, 150, 158], "concret": [1, 5, 6, 8, 11, 150, 160, 190, 201], "takeawai": [1, 114], "further": [1, 4, 5, 6, 8, 19, 21, 23, 47, 61, 73, 87, 97, 113, 116, 118, 124, 127, 143, 145, 150, 157, 160, 172, 173, 178, 185, 194, 196, 197, 198, 199, 200, 205, 221, 223, 229, 254], "dispatch": [1, 5, 15, 121, 156, 178, 209], "distpatch": 1, "iql": 1, "flexibl": [1, 2, 5, 6, 23, 24, 25, 49, 60, 85, 105, 112, 115, 121, 122, 132, 200, 241], "minut": [1, 7, 9, 12, 13, 14, 17, 20, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 43, 44, 45, 47, 48, 49, 51, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 110, 112, 113, 114, 115, 116, 117, 118, 119, 125, 126, 127, 128, 130, 137, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 157, 159, 160, 161, 165, 166, 167, 169, 170, 173, 175, 179, 182, 185, 190, 191, 192, 193, 194, 196, 204, 206, 212, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 256, 257], "000": [1, 7, 9, 12, 13, 14, 17, 19, 20, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 43, 44, 45, 47, 48, 49, 51, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 112, 113, 114, 115, 116, 117, 118, 119, 125, 126, 127, 128, 130, 137, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 157, 160, 161, 165, 166, 167, 169, 170, 172, 173, 175, 177, 179, 182, 185, 190, 191, 192, 193, 194, 196, 204, 206, 212, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 256, 257], "coding_ddpg": 1, "jupyt": [1, 7, 9, 12, 13, 14, 17, 20, 23, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 43, 44, 45, 47, 48, 49, 51, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 82, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 112, 113, 114, 115, 116, 117, 118, 119, 125, 126, 127, 128, 130, 137, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 157, 160, 161, 165, 166, 167, 169, 170, 172, 173, 175, 179, 182, 185, 190, 191, 192, 193, 194, 196, 204, 206, 212, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 256, 257], "notebook": [1, 7, 9, 12, 13, 14, 17, 18, 20, 23, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 43, 44, 45, 47, 48, 49, 50, 51, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 82, 83, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 107, 108, 109, 112, 113, 114, 115, 116, 117, 118, 119, 125, 126, 127, 128, 130, 137, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 157, 160, 161, 165, 166, 167, 169, 170, 172, 173, 175, 179, 182, 185, 190, 191, 192, 193, 194, 196, 204, 206, 212, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 256, 257, 259], "ipynb": [1, 7, 9, 12, 13, 14, 17, 20, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 43, 44, 45, 47, 48, 49, 51, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 112, 113, 114, 115, 116, 117, 118, 119, 125, 126, 127, 128, 130, 137, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 157, 160, 161, 165, 166, 167, 169, 173, 175, 179, 182, 185, 190, 191, 192, 193, 194, 196, 204, 206, 212, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 256, 257], "galleri": [1, 7, 9, 12, 13, 14, 17, 20, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 43, 44, 45, 47, 48, 49, 51, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 112, 113, 114, 115, 116, 117, 118, 119, 125, 126, 127, 128, 130, 137, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 157, 160, 161, 165, 166, 167, 169, 173, 175, 179, 182, 185, 190, 191, 192, 193, 194, 196, 204, 206, 212, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 256, 257], "sphinx": [1, 7, 9, 12, 13, 14, 17, 20, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 43, 44, 45, 47, 48, 49, 51, 52, 60, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 109, 112, 113, 114, 115, 116, 117, 118, 119, 125, 126, 127, 128, 130, 137, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 157, 160, 161, 165, 166, 167, 169, 173, 175, 179, 182, 185, 190, 191, 192, 193, 194, 196, 204, 206, 212, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 256, 257, 262, 263, 264, 265, 269], "build": [2, 6, 7, 12, 14, 19, 20, 25, 35, 47, 49, 60, 61, 65, 68, 69, 75, 76, 78, 81, 87, 91, 95, 98, 103, 109, 111, 113, 114, 115, 118, 120, 121, 127, 128, 135, 136, 137, 138, 140, 142, 153, 155, 160, 161, 162, 163, 164, 175, 176, 182, 183, 186, 188, 189, 194, 195, 197, 198, 200, 206, 221, 224, 225, 226, 247, 263, 268], "highli": [2, 5, 6, 10, 18, 49, 60, 87, 166, 176, 178, 206], "dynam": [2, 4, 5, 6, 8, 12, 14, 15, 19, 20, 22, 23, 25, 43, 53, 61, 65, 97, 100, 107, 111, 112, 119, 121, 148, 157, 160, 180, 183, 184, 185, 197, 198, 199, 200, 209, 221, 223, 236], "explor": [2, 6, 8, 14, 21, 23, 45, 49, 73, 108, 121, 126, 131, 137, 145, 147, 153, 160, 165, 166], "note": [2, 4, 5, 6, 7, 8, 9, 12, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 43, 44, 45, 47, 49, 50, 52, 61, 73, 85, 99, 100, 101, 102, 103, 108, 109, 112, 113, 116, 117, 122, 123, 124, 125, 126, 130, 131, 133, 134, 135, 136, 138, 139, 142, 143, 145, 146, 148, 150, 153, 155, 156, 157, 158, 162, 163, 164, 169, 170, 172, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 184, 186, 188, 189, 190, 191, 192, 193, 194, 198, 199, 200, 202, 203, 204, 205, 206, 223, 239, 254, 262, 264], "differenti": [2, 5, 6, 14, 18, 25, 35, 40, 46, 47, 57, 76, 121, 137, 155, 161, 167, 192], "requires_grad": [2, 6, 7, 8, 12, 13, 20, 32, 37, 43, 47, 63, 64, 68, 73, 76, 89, 95, 101, 104, 105, 108, 110, 111, 117, 125, 129, 130, 131, 142, 147, 148, 158, 179, 192, 202, 206, 238, 245, 251], "track": [2, 5, 7, 8, 9, 14, 43, 52, 63, 82, 99, 101, 110, 111, 117, 122, 127, 128, 133, 137, 143, 158, 164, 166, 169, 209], "auto": [2, 3, 5, 6, 8, 10, 12, 22, 55, 59, 122, 123, 145, 156, 187, 188, 189, 207, 209, 221, 232, 247, 264, 265], "cout": [2, 4, 6, 22, 23, 188, 258], "endl": [2, 6, 22, 23, 188, 209], "cpufloattyp": [2, 4, 6, 23, 209], "wa": [2, 3, 4, 5, 11, 17, 20, 22, 23, 25, 42, 44, 49, 51, 52, 58, 59, 60, 61, 73, 76, 79, 95, 97, 98, 99, 101, 108, 112, 113, 115, 116, 123, 124, 126, 134, 136, 147, 151, 153, 154, 155, 157, 159, 160, 161, 164, 165, 166, 170, 177, 178, 185, 189, 192, 193, 199, 202, 209, 224, 232, 264], "result": [2, 4, 5, 6, 7, 8, 9, 10, 12, 13, 14, 17, 19, 20, 21, 23, 24, 25, 43, 44, 51, 58, 59, 60, 63, 64, 65, 67, 68, 69, 71, 72, 76, 78, 82, 83, 87, 97, 101, 107, 108, 111, 112, 114, 116, 119, 122, 124, 125, 128, 134, 136, 137, 138, 142, 143, 144, 145, 146, 147, 148, 150, 151, 155, 156, 157, 158, 159, 161, 162, 163, 164, 165, 170, 172, 173, 174, 175, 176, 177, 178, 179, 180, 183, 185, 189, 191, 192, 193, 194, 196, 198, 199, 200, 201, 203, 204, 205, 206, 207, 209, 210, 219, 222, 223, 224, 229, 232, 234, 239, 242, 247, 254, 258, 262], "grad_fn": [2, 4, 25, 32, 43, 47, 76, 89, 101, 125, 131, 174, 186], "addbackward1": 2, "z": [2, 5, 7, 23, 32, 43, 49, 52, 60, 76, 80, 85, 89, 92, 95, 101, 148, 166, 175, 192, 204, 209, 257, 265], "27": [2, 7, 51, 145, 164, 177, 185, 229, 232], "mulbackward1": 2, "meanbackward0": 2, "requires_grad_": [2, 12, 32, 76, 101, 104, 146], "flag": [2, 5, 14, 23, 43, 73, 76, 101, 138, 151, 154, 166, 175, 177, 186, 197, 199, 205], "place": [2, 5, 6, 11, 12, 14, 18, 22, 23, 43, 45, 48, 49, 52, 76, 78, 85, 99, 101, 108, 113, 116, 118, 122, 126, 130, 134, 136, 139, 149, 150, 153, 155, 157, 158, 160, 161, 166, 172, 173, 176, 183, 190, 198, 199, 200, 206, 209, 254, 264, 265, 266], "randn": [2, 5, 6, 12, 13, 20, 23, 32, 45, 47, 52, 63, 65, 67, 71, 72, 76, 78, 80, 89, 97, 98, 99, 101, 102, 104, 105, 108, 110, 111, 125, 129, 134, 135, 139, 142, 143, 144, 145, 146, 150, 151, 155, 162, 164, 165, 173, 174, 175, 185, 187, 192, 194, 198, 199, 200, 206, 209, 213, 231, 232, 233, 235, 239, 240, 246, 253, 256, 260], "b": [2, 5, 6, 7, 12, 18, 21, 23, 32, 43, 47, 63, 64, 65, 67, 71, 72, 76, 80, 83, 89, 92, 93, 95, 98, 99, 102, 103, 104, 109, 110, 111, 125, 127, 128, 130, 143, 145, 146, 148, 150, 159, 161, 173, 175, 192, 194, 195, 204, 210, 232, 239, 247, 253, 265], "sumbackward0": 2, "backprop": [2, 43, 71, 72, 76, 98, 101, 111, 127, 147], "scalar": [2, 5, 14, 15, 23, 32, 43, 49, 52, 60, 63, 76, 101, 111, 170, 198, 207], "equival": [2, 4, 5, 11, 13, 17, 22, 23, 32, 43, 99, 138, 142, 155, 161, 163, 172, 174, 175, 186, 187, 190, 192, 194, 199, 200, 201, 202], "print": [2, 4, 5, 6, 7, 9, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 25, 32, 33, 34, 37, 38, 40, 42, 43, 44, 45, 47, 48, 49, 51, 52, 53, 58, 59, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 80, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 122, 123, 125, 127, 128, 130, 133, 134, 135, 136, 137, 138, 139, 140, 143, 144, 145, 146, 147, 148, 149, 151, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 170, 173, 174, 175, 176, 177, 178, 179, 180, 182, 183, 185, 186, 189, 190, 191, 192, 193, 194, 195, 196, 198, 199, 202, 204, 207, 209, 210, 211, 212, 213, 215, 216, 219, 220, 221, 222, 224, 229, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 245, 247, 248, 250, 251, 253, 254, 256, 257, 258, 260, 264], "dx": [2, 64, 76, 99, 111, 131, 175], "got": [2, 15, 19, 55, 98, 99, 101, 113, 134, 147, 148, 156, 163, 189, 198, 201, 214, 264], "matrix": [2, 5, 6, 12, 17, 23, 32, 40, 43, 48, 82, 92, 98, 99, 101, 103, 109, 110, 124, 127, 128, 146, 151, 154, 165, 166, 167, 172, 174, 175, 177, 178, 193, 194, 200, 202, 206, 221, 222, 227], "explan": [2, 52, 61, 161, 170], "arriv": [2, 6, 15, 23, 42, 113, 122, 134, 162, 209], "valu": [2, 4, 5, 6, 7, 9, 12, 14, 18, 19, 20, 21, 22, 23, 25, 32, 33, 40, 41, 43, 47, 48, 49, 50, 55, 58, 59, 60, 61, 63, 68, 73, 80, 82, 85, 87, 92, 97, 98, 99, 101, 102, 103, 105, 108, 111, 113, 115, 124, 125, 126, 127, 130, 133, 134, 136, 138, 139, 140, 142, 144, 147, 150, 151, 155, 156, 157, 161, 162, 163, 164, 165, 166, 169, 172, 173, 174, 175, 176, 183, 184, 186, 188, 190, 191, 192, 193, 194, 196, 197, 198, 199, 201, 204, 205, 209, 210, 212, 217, 223, 262], "section": [2, 4, 5, 6, 7, 8, 11, 15, 18, 19, 21, 23, 43, 44, 47, 50, 51, 52, 73, 95, 97, 98, 99, 102, 103, 108, 113, 116, 118, 125, 130, 136, 140, 142, 145, 147, 151, 158, 161, 162, 164, 169, 172, 174, 177, 178, 179, 180, 183, 189, 191, 192, 201, 203, 212, 221, 262, 264, 265, 266, 268], "jacobian": [2, 43, 89, 121, 142, 206], "product": [2, 3, 4, 6, 12, 40, 42, 43, 48, 60, 61, 85, 99, 105, 113, 121, 122, 136, 140, 142, 166, 176, 177, 178, 186, 200, 201, 206, 210, 232, 252], "1021": 2, "4020": 2, "314": 2, "6695": 2, "613": 2, "4944": [2, 209], "0001": [2, 19, 49, 87, 89, 118, 145, 222], "kfloat": [2, 3, 59, 187, 189, 207], "102": 2, "4000": [2, 49, 60, 92, 247], "1024": [2, 5, 18, 21, 42, 82, 97, 130, 148, 165, 185, 200, 209, 211, 212, 232, 240], "0000": [2, 23, 174, 202, 209, 265], "stop": [2, 4, 5, 23, 51, 58, 59, 76, 78, 87, 98, 101, 110, 126, 128, 136, 148, 153, 160, 162, 166, 169], "histori": [2, 9, 47, 48, 101, 110, 113, 117, 128, 147, 157, 158, 166, 182], "nogradguard": [2, 258], "block": [2, 5, 6, 7, 8, 10, 12, 16, 17, 19, 22, 23, 47, 49, 75, 76, 82, 90, 101, 115, 116, 123, 124, 135, 136, 137, 145, 158, 162, 163, 164, 165, 169, 172, 185, 202, 208, 209, 268], "no_grad": [2, 7, 9, 12, 17, 19, 32, 37, 38, 42, 43, 44, 52, 58, 59, 63, 64, 68, 76, 87, 89, 92, 96, 97, 98, 99, 101, 102, 104, 110, 111, 115, 117, 122, 123, 127, 128, 130, 137, 138, 145, 147, 158, 159, 160, 161, 163, 166, 167, 170, 173, 175, 178, 179, 182, 183, 185, 186, 195, 198, 199, 200, 203, 217, 221, 248, 255, 258], "Or": [2, 21, 23, 153, 164, 180, 199, 207, 209, 264], "eq": [2, 19, 23, 49, 60, 95, 123, 130, 163, 167, 174, 183, 198, 199, 222, 239, 264], "bool": [2, 11, 14, 15, 17, 23, 95, 109, 118, 138, 144, 147, 156, 160, 161, 165, 172, 180, 186, 191, 193, 202, 209, 254, 262], "is_leaf": 2, "detach_": [2, 164], "register_hook": [2, 129], "retain_grad": 2, "doc": [2, 4, 6, 32, 33, 34, 37, 38, 40, 60, 69, 94, 104, 109, 111, 133, 136, 143, 144, 162, 164, 172, 175, 182, 194, 206, 231, 238, 262, 263, 264, 269], "calcul": [2, 12, 17, 43, 44, 49, 52, 56, 60, 73, 82, 85, 87, 97, 110, 127, 128, 138, 144, 147, 161, 162, 164, 165, 166, 172, 178, 183, 192, 194, 198, 201, 202], "penalti": [2, 154, 159], "h": [2, 4, 5, 6, 7, 8, 9, 10, 12, 22, 23, 25, 38, 49, 51, 96, 124, 130, 138, 145, 147, 148, 156, 179, 182, 186, 189, 209, 214, 221, 223, 226, 247, 258], "model": [2, 3, 5, 8, 11, 14, 16, 22, 23, 24, 33, 35, 37, 38, 39, 42, 43, 44, 47, 48, 52, 53, 54, 56, 61, 65, 67, 68, 69, 75, 78, 86, 87, 89, 90, 91, 93, 95, 96, 98, 99, 100, 101, 104, 106, 107, 108, 109, 110, 111, 116, 118, 119, 120, 121, 123, 126, 127, 128, 129, 130, 133, 136, 140, 142, 143, 145, 146, 149, 153, 154, 155, 159, 160, 161, 162, 163, 164, 165, 173, 174, 175, 177, 178, 184, 185, 187, 194, 197, 200, 201, 202, 205, 206, 208, 211, 214, 215, 216, 220, 222, 223, 228, 229, 230, 231, 235, 236, 239, 242, 243, 244, 246, 249, 250, 251, 252, 253, 255, 258, 259, 260], "linear": [2, 5, 6, 7, 9, 11, 16, 17, 19, 25, 37, 38, 43, 44, 45, 47, 48, 49, 60, 68, 69, 73, 78, 79, 87, 89, 92, 93, 94, 96, 97, 98, 100, 102, 103, 105, 109, 110, 111, 112, 115, 117, 118, 119, 123, 124, 125, 127, 128, 129, 130, 134, 135, 138, 139, 142, 145, 146, 147, 149, 150, 151, 154, 155, 157, 158, 161, 162, 163, 164, 165, 166, 167, 170, 173, 174, 175, 178, 180, 182, 183, 185, 186, 190, 194, 196, 198, 199, 200, 201, 202, 203, 204, 206, 208, 210, 211, 212, 213, 215, 216, 219, 220, 221, 222, 224, 227, 229, 231, 233, 234, 235, 238, 240, 241, 242, 243, 244, 245, 246, 249, 250, 251, 253, 254, 260], "loss": [2, 3, 5, 6, 7, 9, 11, 14, 16, 17, 19, 32, 38, 43, 48, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 78, 87, 89, 92, 94, 96, 99, 102, 103, 104, 111, 112, 115, 117, 118, 121, 122, 123, 125, 127, 129, 130, 135, 136, 147, 148, 149, 150, 153, 155, 158, 161, 163, 164, 166, 167, 169, 170, 173, 179, 182, 183, 189, 192, 198, 199, 202, 221, 222, 231, 242, 246, 251, 255], "target": [2, 3, 4, 6, 9, 12, 14, 16, 18, 19, 22, 23, 44, 47, 49, 55, 60, 73, 78, 90, 94, 97, 98, 99, 102, 103, 104, 113, 116, 118, 123, 127, 128, 130, 135, 136, 137, 139, 143, 145, 153, 155, 156, 159, 161, 162, 163, 164, 166, 167, 170, 172, 173, 174, 175, 179, 180, 182, 183, 189, 198, 199, 200, 201, 205, 207, 209, 221, 222, 223, 226, 230, 231, 255, 258], "mseloss": [2, 12, 37, 47, 65, 67, 68, 69, 78, 97, 110, 111, 134, 135, 150, 162, 215, 231, 246, 260], "grad_output": [2, 8, 10, 13, 64, 76, 78, 111], "ones_lik": [2, 32, 40, 48, 95, 143, 192], "create_graph": [2, 131], "gradient_penalti": 2, "dim": [2, 4, 5, 11, 14, 21, 33, 40, 41, 45, 48, 49, 60, 73, 90, 92, 93, 94, 96, 97, 99, 102, 103, 104, 110, 115, 118, 123, 127, 128, 130, 135, 145, 148, 149, 150, 155, 157, 159, 160, 162, 163, 164, 165, 166, 167, 170, 172, 174, 175, 191, 192, 193, 194, 204, 207, 220, 222, 234, 258], "combined_loss": 2, "1042": 2, "0638": 2, "0103": 2, "0723": 2, "2543": 2, "1222": 2, "0071": 2, "0814": 2, "1683": 2, "1052": 2, "0355": 2, "document": [2, 4, 5, 6, 20, 47, 52, 60, 61, 79, 82, 85, 87, 101, 112, 113, 117, 121, 134, 136, 137, 140, 142, 144, 145, 158, 163, 164, 165, 169, 172, 173, 174, 175, 177, 178, 179, 180, 192, 198, 200, 206, 207, 210, 219, 221, 229, 254, 262, 264, 265, 269], "link": [2, 4, 5, 6, 10, 12, 22, 23, 52, 58, 59, 82, 105, 108, 114, 116, 118, 136, 140, 142, 192, 205, 207, 209, 221, 262, 263, 268], "subclass": [2, 5, 6, 14, 17, 25, 64, 67, 79, 111, 121, 126, 137, 147, 157, 163, 170, 179, 192, 194, 202], "encod": [2, 7, 9, 14, 17, 42, 47, 48, 75, 76, 100, 104, 113, 118, 122, 126, 127, 128, 137, 154, 160, 164, 172, 179, 182, 185, 186, 196, 201, 202, 209, 231, 254], "method": [2, 4, 5, 6, 7, 8, 10, 11, 12, 14, 16, 17, 19, 21, 23, 25, 44, 47, 49, 51, 55, 58, 59, 60, 64, 65, 67, 73, 79, 83, 85, 90, 95, 97, 99, 101, 111, 112, 113, 115, 120, 121, 126, 131, 134, 137, 138, 140, 142, 143, 144, 145, 146, 147, 150, 154, 155, 156, 157, 158, 160, 161, 162, 163, 170, 172, 173, 174, 175, 177, 183, 184, 190, 198, 199, 201, 202, 204, 209, 210, 214, 224, 225, 226, 229, 264], "forward": [2, 3, 4, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 19, 20, 22, 23, 25, 33, 37, 38, 43, 44, 45, 47, 49, 52, 56, 58, 59, 60, 61, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 79, 85, 87, 89, 92, 93, 94, 95, 96, 97, 98, 99, 100, 102, 103, 104, 105, 108, 111, 112, 115, 117, 118, 121, 122, 123, 124, 125, 127, 128, 129, 130, 131, 132, 134, 135, 136, 139, 140, 143, 147, 149, 150, 151, 153, 154, 155, 157, 158, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 178, 180, 182, 183, 184, 186, 188, 189, 194, 195, 196, 198, 199, 200, 204, 205, 207, 209, 210, 212, 213, 214, 215, 216, 219, 220, 221, 222, 227, 229, 234, 235, 238, 239, 240, 241, 242, 243, 244, 249, 250, 251, 253, 254, 258], "detail": [2, 5, 6, 8, 10, 12, 15, 16, 20, 22, 23, 25, 43, 44, 45, 52, 53, 58, 59, 60, 61, 69, 73, 82, 83, 85, 111, 113, 116, 119, 123, 124, 126, 128, 130, 132, 134, 143, 145, 150, 151, 153, 158, 161, 164, 165, 169, 170, 173, 174, 175, 178, 180, 186, 189, 190, 191, 192, 193, 195, 199, 200, 206, 209, 212, 219, 221, 225, 226, 229, 232, 247, 254], "namespac": [2, 6, 8, 10, 22, 23, 108, 138, 156, 180, 186, 194, 209, 258], "inherit": [2, 11, 15, 22, 51, 60, 85, 99, 144, 147, 150, 160, 172, 179, 192, 194, 196, 200], "linearfunct": 2, "public": [2, 8, 10, 15, 156, 209, 265], "static": [2, 8, 10, 14, 21, 58, 59, 60, 107, 121, 138, 142, 143, 156, 174, 175, 182, 184, 185, 186, 197, 198, 199, 200, 201, 209, 248, 262], "option": [2, 5, 6, 8, 10, 11, 14, 23, 44, 46, 49, 51, 53, 60, 61, 82, 87, 97, 109, 120, 121, 126, 132, 135, 137, 139, 145, 148, 150, 157, 159, 172, 174, 175, 183, 184, 185, 186, 194, 195, 198, 199, 200, 201, 205, 210, 213, 217, 219, 228, 254, 264, 268], "autogradcontext": [2, 8, 10], "ctx": [2, 5, 8, 10, 13, 18, 64, 111, 130, 131, 142, 213], "save_for_backward": [2, 5, 13, 64, 111, 130, 131], "mm": [2, 5, 12, 59, 110, 138, 186, 187, 189, 195, 198, 207, 208, 223, 226], "expand_a": [2, 19, 183, 198, 199], "tensor_list": [2, 8, 10, 136], "get_saved_vari": 2, "grad_input": [2, 13, 78, 130, 131], "grad_weight": 2, "grad_bia": [2, 13], "Then": [2, 12, 15, 17, 20, 22, 24, 25, 44, 45, 52, 58, 59, 61, 73, 85, 98, 99, 102, 103, 114, 121, 123, 134, 135, 150, 153, 156, 157, 160, 161, 162, 164, 166, 169, 174, 175, 189, 196, 201, 202, 223, 225, 226, 229], "5314": 2, "2807": 2, "4864": 2, "7608": 2, "9101": [2, 174], "0073": 2, "mulconst": [2, 78], "object": [2, 4, 5, 6, 7, 9, 10, 11, 14, 19, 20, 22, 23, 43, 49, 51, 52, 60, 61, 64, 68, 69, 75, 95, 97, 101, 110, 111, 112, 116, 117, 118, 121, 125, 130, 136, 137, 142, 143, 144, 146, 155, 156, 160, 161, 162, 163, 164, 165, 169, 170, 172, 174, 175, 178, 182, 183, 194, 198, 199, 201, 217, 221, 222, 224, 226, 232, 247], "stash": [2, 64, 111], "saved_data": 2, "were": [2, 3, 5, 6, 9, 12, 17, 18, 23, 32, 52, 60, 83, 85, 97, 99, 101, 103, 113, 114, 126, 133, 134, 139, 148, 154, 160, 161, 163, 165, 166, 174, 175, 177, 190, 202, 205, 206], "todoubl": 2, "On": [2, 4, 5, 6, 8, 17, 19, 21, 22, 23, 115, 117, 122, 134, 136, 138, 148, 154, 157, 162, 163, 173, 178, 179, 202, 204, 209], "easiest": [2, 5, 9, 23, 121, 140, 146, 158, 160, 229], "tabl": [2, 16, 21, 89, 103, 109, 115, 121, 122, 136, 138, 144, 145, 163, 164, 165, 169, 174, 175, 176, 220, 239, 268], "set_data": 2, "output_nr": 2, "after": [2, 3, 5, 6, 7, 9, 10, 12, 14, 15, 17, 18, 19, 20, 21, 23, 24, 25, 32, 33, 34, 43, 45, 47, 49, 52, 53, 58, 59, 60, 61, 63, 64, 76, 79, 87, 97, 98, 99, 102, 103, 105, 110, 111, 112, 113, 115, 116, 122, 124, 127, 128, 130, 133, 134, 135, 136, 137, 138, 139, 143, 145, 147, 148, 150, 153, 154, 156, 157, 158, 159, 160, 161, 163, 164, 166, 167, 169, 170, 174, 175, 177, 179, 180, 182, 183, 184, 186, 188, 189, 196, 198, 199, 200, 201, 202, 203, 204, 205, 207, 209, 214, 224, 225, 226, 229, 232, 254, 260], "bug": [2, 5, 10, 23, 108, 145, 187], "report": [2, 10, 17, 23, 52, 73, 87, 98, 121, 138, 145, 162, 164, 165, 187, 202], "fix": [2, 14, 17, 20, 23, 24, 49, 50, 51, 52, 97, 108, 113, 125, 158, 162, 174, 175, 185, 202, 264], "soon": [2, 5, 52, 58, 59, 122, 148, 153, 199, 221], "overview": [2, 5, 6, 11, 53, 55, 61, 113, 119, 120, 121, 127, 128, 134, 135, 136, 143, 156, 160, 162, 163, 164, 166, 169, 190, 191, 193, 197, 228], "alwai": [2, 3, 4, 6, 9, 14, 16, 18, 19, 22, 23, 49, 52, 99, 102, 103, 108, 113, 124, 125, 130, 136, 137, 138, 140, 159, 160, 161, 162, 164, 174, 179, 186, 188, 189, 190, 196, 205, 223, 254, 264], "problem": [2, 4, 6, 11, 14, 15, 18, 22, 23, 49, 51, 52, 61, 98, 100, 103, 115, 117, 126, 137, 143, 145, 146, 150, 154, 158, 160, 162, 164, 169, 173, 177, 190, 192, 233, 264], "question": [2, 4, 5, 6, 8, 10, 17, 22, 23, 49, 75, 122, 136, 138, 144, 166, 184, 191, 201, 202, 232], "forum": [2, 4, 5, 6, 22, 23, 44, 79, 110, 143, 144, 184], "view": [3, 7, 9, 10, 11, 12, 14, 15, 16, 19, 25, 47, 49, 50, 52, 53, 55, 56, 61, 73, 78, 82, 92, 93, 94, 96, 98, 99, 101, 102, 103, 104, 105, 110, 112, 118, 123, 124, 126, 127, 132, 133, 134, 135, 136, 142, 143, 144, 145, 150, 151, 156, 157, 161, 162, 163, 164, 165, 166, 167, 170, 174, 175, 182, 183, 184, 194, 198, 199, 207, 212, 227, 241, 242, 243, 244, 246, 249, 250, 251, 262], "prerequisit": [3, 7, 53, 55, 56, 100, 108, 114, 124, 129, 132, 133, 134, 135, 136, 137, 156, 162, 163, 164, 172, 198], "frontend": [3, 10, 84, 110, 121, 178, 187, 188, 194, 200, 221], "semant": [3, 6, 22, 49, 58, 59, 68, 95, 100, 102, 111, 136, 138, 192, 193, 194, 197, 206, 264], "11": [3, 5, 6, 7, 11, 17, 18, 23, 59, 61, 95, 104, 109, 122, 123, 142, 159, 164, 172, 173, 174, 175, 176, 195, 205, 209, 216, 220, 226, 228, 232, 239, 258, 264, 268], "nvidia": [3, 5, 17, 50, 95, 130, 136, 138, 148, 173, 202, 216, 231, 248, 252, 259], "toolkit": [3, 23, 100, 143, 147], "releas": [3, 4, 6, 10, 17, 20, 23, 24, 42, 50, 105, 108, 109, 112, 122, 123, 125, 140, 143, 153, 163, 165, 169, 200, 202, 205, 209, 221, 264], "greatli": [3, 6, 49, 161], "overhead": [3, 5, 6, 10, 17, 56, 82, 109, 122, 123, 124, 134, 146, 148, 150, 159, 162, 164, 165, 169, 173, 177, 178, 185, 187, 194, 200, 202], "increas": [3, 5, 6, 18, 19, 20, 24, 44, 73, 82, 83, 87, 97, 122, 123, 124, 126, 128, 132, 135, 143, 153, 159, 169, 183, 185, 194, 195, 198, 210], "mostli": [3, 10, 19, 85, 97, 116, 127, 164, 166, 180, 198, 199, 200], "deploy": [3, 4, 25, 42, 60, 97, 112, 126, 178, 187, 200, 205, 221, 228, 229, 254], "appear": [3, 11, 14, 22, 25, 103, 264], "heart": [3, 49, 113, 265], "veri": [3, 4, 5, 6, 8, 12, 14, 15, 18, 19, 21, 22, 23, 24, 25, 45, 47, 48, 49, 58, 59, 60, 61, 65, 73, 75, 76, 85, 99, 101, 113, 115, 117, 123, 124, 125, 127, 135, 136, 150, 153, 154, 158, 161, 162, 164, 165, 166, 167, 169, 170, 177, 179, 183, 190, 192, 196, 199, 206, 265, 266], "time": [3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 17, 19, 20, 21, 23, 24, 25, 32, 33, 34, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 47, 48, 49, 50, 51, 52, 58, 59, 60, 61, 63, 64, 65, 67, 68, 69, 71, 72, 73, 75, 76, 78, 79, 80, 83, 85, 87, 89, 90, 92, 93, 94, 95, 96, 97, 98, 99, 101, 102, 103, 104, 105, 107, 108, 111, 112, 113, 114, 115, 116, 117, 118, 119, 121, 122, 123, 125, 126, 127, 128, 130, 131, 134, 135, 136, 137, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 153, 154, 155, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 169, 170, 172, 173, 174, 175, 177, 178, 179, 182, 183, 185, 186, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 202, 204, 205, 206, 207, 212, 213, 220, 229, 230, 231, 232, 233, 234, 235, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 253, 256, 257, 262, 264], "compil": [3, 4, 6, 8, 10, 17, 21, 22, 25, 60, 85, 98, 108, 121, 136, 144, 174, 175, 176, 185, 187, 194, 200, 205, 208, 221, 224, 252, 255, 258, 262], "boost": [3, 97, 99, 145, 146, 177, 185, 200, 208, 221, 222], "demonstr": [3, 7, 9, 14, 16, 17, 20, 21, 22, 25, 42, 43, 50, 57, 61, 75, 82, 85, 108, 113, 120, 121, 122, 123, 124, 125, 127, 130, 131, 134, 135, 138, 139, 142, 143, 144, 145, 151, 156, 160, 162, 163, 164, 165, 169, 172, 174, 175, 178, 180, 185, 186, 187, 188, 189, 192, 194, 196, 199, 202, 203, 204, 205, 212, 219, 223, 225, 226, 229, 254, 264, 265, 266], "mnist": [3, 6, 34, 44, 47, 73, 78, 92, 94, 96, 119, 120, 121, 123, 126, 130, 136, 139, 149, 155, 163, 167, 170, 222, 234], "libtorch": [3, 6, 22, 23, 188, 205, 207, 209, 221, 223, 226, 252, 258], "counterpart": [3, 17, 108, 135, 145, 196, 202, 221, 254], "depict": 3, "chunk": [3, 5, 7, 55, 136, 153, 165], "batch": [3, 5, 6, 9, 12, 16, 17, 19, 21, 34, 37, 38, 39, 42, 44, 45, 47, 49, 51, 52, 53, 55, 56, 60, 61, 73, 75, 78, 79, 82, 87, 90, 92, 94, 97, 102, 104, 110, 112, 113, 117, 118, 120, 121, 122, 123, 124, 125, 126, 127, 132, 135, 136, 137, 138, 139, 140, 147, 148, 149, 150, 151, 153, 155, 158, 159, 160, 161, 163, 164, 165, 167, 169, 170, 172, 173, 174, 175, 176, 178, 179, 182, 183, 185, 186, 192, 194, 197, 199, 202, 205, 206, 224, 232, 242, 243, 244], "data_load": [3, 6, 19, 179, 183, 198, 199, 200, 237], "nll_loss": [3, 73, 123, 130, 136, 149, 155, 163, 167, 222], "updat": [3, 6, 10, 11, 12, 13, 14, 16, 17, 19, 21, 23, 42, 43, 44, 49, 51, 52, 61, 63, 64, 65, 67, 68, 69, 71, 72, 75, 82, 97, 98, 99, 102, 103, 110, 111, 112, 117, 122, 123, 126, 130, 137, 138, 140, 148, 153, 160, 161, 163, 164, 169, 179, 183, 186, 190, 198, 199, 200, 201, 202, 205, 219, 222, 223, 229, 231], "captur": [3, 4, 6, 22, 23, 25, 52, 60, 107, 123, 142, 149, 159, 172, 173, 174, 175, 187, 195, 198, 199, 201], "But": [3, 6, 8, 10, 20, 42, 44, 45, 52, 73, 78, 101, 103, 116, 125, 148, 153, 154, 155, 161, 174, 175, 177, 179, 183, 186, 190, 193, 201, 206, 219, 224, 229, 254, 264], "slightli": [3, 5, 14, 23, 122, 136, 137, 159, 166, 174, 175, 193], "prealloc": [3, 14], "reus": [3, 10, 65, 78, 111, 131, 138, 142, 154, 161, 177, 178, 186, 188], "tensoropt": [3, 187], "floatcuda": 3, "dtype": [3, 7, 8, 9, 10, 13, 14, 15, 38, 40, 41, 48, 49, 51, 52, 60, 63, 64, 72, 78, 80, 85, 89, 92, 95, 98, 101, 102, 103, 109, 111, 115, 119, 127, 130, 131, 138, 142, 145, 147, 148, 151, 161, 165, 166, 167, 174, 175, 176, 179, 180, 186, 187, 190, 191, 192, 193, 194, 196, 198, 200, 201, 207, 210, 219, 221, 224, 229, 231, 235, 238, 245, 248, 254, 255], "longcuda": 3, "klong": 3, "zero": [3, 6, 7, 11, 16, 17, 19, 25, 32, 40, 41, 44, 47, 48, 49, 60, 63, 64, 65, 67, 68, 69, 73, 78, 87, 92, 95, 98, 99, 103, 104, 110, 111, 117, 118, 122, 123, 127, 128, 135, 136, 137, 142, 145, 150, 151, 154, 156, 157, 158, 161, 162, 164, 166, 170, 179, 182, 186, 190, 192, 193, 195, 201, 202, 210, 224, 236, 247, 248, 254, 257, 260], "ktrainbatchs": 3, "28": [3, 6, 7, 17, 33, 34, 37, 38, 47, 78, 93, 94, 104, 139, 149, 155, 170, 177, 202, 204, 205, 209, 222, 224, 232, 234, 247], "training_step": [3, 149], "void": [3, 5, 6, 15, 22, 23, 59, 145, 156, 187, 189, 209, 232, 239, 247], "cudagraph": 3, "cudastream": 3, "capturestream": 3, "getstreamfrompool": 3, "setcurrentcudastream": 3, "capture_begin": 3, "capture_end": 3, "warm": [3, 21, 70, 103, 109, 169, 173, 177, 178, 194, 204, 232], "side": [3, 20, 51, 52, 82, 103, 139, 148, 153, 155, 156, 161, 162, 167, 169, 189, 262], "prepar": [3, 11, 17, 19, 25, 44, 51, 52, 58, 59, 68, 69, 102, 103, 111, 112, 116, 135, 138, 139, 153, 156, 160, 162, 182, 186, 194, 196, 197, 200, 201, 202, 205, 210, 219, 223, 228, 229], "cach": [3, 64, 111, 138, 145, 169, 177, 178, 185, 186], "cubla": [3, 232], "cudnn": [3, 5, 78, 117, 130, 137, 148, 151, 231], "warmupstream": 3, "int": [3, 4, 5, 6, 9, 11, 14, 18, 19, 22, 23, 24, 51, 53, 55, 58, 59, 60, 75, 85, 87, 98, 109, 115, 118, 122, 123, 126, 136, 138, 145, 147, 149, 156, 157, 162, 163, 164, 165, 169, 173, 174, 175, 179, 182, 186, 189, 194, 207, 209, 210, 214, 216, 221, 224, 254, 258, 262], "num_warmup_it": 3, "success": [3, 6, 14, 23, 73, 101, 103, 126, 145, 166, 189, 205, 207], "replai": [3, 14, 25, 76, 147], "spin": [3, 60, 177], "ordinari": [3, 195], "epoch": [3, 6, 7, 9, 16, 19, 24, 37, 38, 44, 52, 53, 55, 75, 87, 92, 94, 96, 97, 98, 99, 102, 103, 104, 112, 115, 117, 118, 122, 123, 126, 130, 136, 148, 149, 153, 158, 160, 164, 166, 167, 170, 179, 199, 222, 231, 242, 246, 251], "59584": 3, "60000": [3, 136], "3921": 3, "2051": 3, "accuraci": [3, 9, 17, 19, 20, 24, 37, 38, 44, 92, 97, 104, 115, 119, 120, 121, 122, 123, 126, 130, 149, 151, 157, 158, 159, 163, 167, 170, 172, 178, 183, 186, 195, 196, 199, 200, 202, 219, 222, 228, 229], "938": [3, 6, 148], "1826": 3, "1273": 3, "960": 3, "1796": 3, "1012": [3, 148], "968": 3, "1603": 3, "0869": 3, "973": 3, "2315": 3, "0736": 3, "978": 3, "0511": [3, 186], "0704": 3, "977": [3, 148, 220], "0802": 3, "0654": 3, "979": 3, "0774": 3, "0604": 3, "980": [3, 177], "0669": 3, "0544": 3, "984": 3, "0219": 3, "0517": 3, "983": 3, "real": [3, 6, 14, 20, 32, 52, 54, 58, 97, 98, 99, 100, 103, 121, 123, 126, 127, 128, 136, 137, 150, 153, 156, 159, 161, 166, 173, 177, 192, 194, 198, 201, 219], "0m44": 3, "287": [3, 178, 264], "018": 3, "0m1": 3, "116": [3, 186], "produc": [3, 4, 5, 6, 11, 22, 23, 25, 60, 68, 97, 111, 113, 115, 126, 137, 139, 142, 144, 146, 148, 150, 160, 161, 166, 172, 174, 175, 180, 183, 184, 186, 198, 199, 200, 207, 264], "4092": 3, "2037": 3, "2039": 3, "1274": 3, "961": 3, "1779": 3, "1017": 3, "1559": 3, "0871": 3, "972": 3, "2240": 3, "0735": [3, 202], "0520": 3, "0710": 3, "0935": 3, "0666": [3, 23], "0744": 3, "0603": 3, "981": 3, "0762": 3, "0547": 3, "0207": 3, "0525": [3, 209], "0m6": 3, "952": [3, 145], "0m7": 3, "048": 3, "0m0": 3, "619": 3, "gain": [3, 5, 17, 82, 146, 155, 169, 177, 202], "six": [3, 160, 167, 264], "kind": [3, 5, 6, 19, 23, 44, 47, 49, 58, 59, 73, 98, 102, 112, 119, 121, 138, 174, 178, 198, 254], "larg": [3, 5, 6, 7, 12, 16, 17, 18, 23, 42, 49, 87, 97, 102, 103, 105, 117, 120, 121, 122, 123, 126, 130, 134, 136, 139, 140, 150, 151, 160, 161, 163, 164, 165, 172, 173, 177, 178, 179, 192, 200, 202, 203, 224, 262, 264], "improv": [3, 5, 6, 8, 10, 17, 19, 21, 24, 42, 49, 56, 97, 108, 120, 121, 122, 123, 124, 130, 143, 146, 148, 150, 154, 155, 158, 161, 165, 166, 172, 173, 177, 178, 185, 186, 195, 198, 201, 202, 205, 219, 221, 223, 265], "due": [3, 5, 6, 17, 18, 22, 52, 58, 60, 82, 85, 108, 122, 123, 124, 134, 153, 154, 158, 163, 173, 177, 183, 185, 192, 201, 202, 203, 212, 263, 264], "heavi": [3, 6, 49, 97, 101, 224], "impact": [3, 12, 17, 87, 97, 137, 162, 165, 185, 202, 210, 254], "smaller": [3, 9, 51, 79, 97, 103, 123, 124, 158, 160, 162, 172, 204, 209, 224], "nevertheless": [3, 5, 19, 23, 148, 160], "primari": [4, 5, 6, 15, 143, 176, 177, 178, 187, 194, 207], "program": [4, 5, 18, 21, 22, 23, 25, 60, 61, 98, 100, 101, 103, 121, 124, 127, 144, 163, 173, 174, 178, 198, 199, 200, 201], "languag": [4, 5, 6, 7, 21, 23, 24, 25, 44, 49, 58, 59, 60, 78, 79, 98, 100, 102, 116, 118, 119, 121, 124, 126, 127, 128, 138, 164, 166, 174, 175, 182, 187, 196, 247, 254, 256, 263, 264, 265], "suitabl": [4, 8, 132, 136, 140, 172, 200, 224], "prefer": [4, 6, 8, 53, 58, 146, 151, 156, 160, 177, 195, 254], "eas": [4, 5, 85, 122, 178, 221], "situat": [4, 15, 23, 25, 37, 130, 131, 134, 136, 179, 185, 196], "properti": [4, 5, 6, 11, 14, 21, 23, 25, 32, 40, 48, 101, 103, 126, 148, 154, 166, 174, 175, 177, 178, 191, 209, 221, 250, 258, 262], "unfavor": 4, "environ": [4, 5, 6, 7, 11, 17, 18, 22, 25, 42, 55, 61, 82, 85, 105, 112, 114, 115, 121, 122, 123, 124, 133, 134, 135, 136, 145, 149, 150, 156, 161, 162, 163, 164, 173, 174, 175, 176, 177, 205, 207, 209, 213, 215, 216, 223, 224, 232, 254, 260], "latter": [4, 5, 6, 60, 61, 126, 162, 199], "land": [4, 23, 113, 147, 192, 221], "latenc": [4, 6, 17, 121, 124, 126, 133, 145, 159, 173, 177, 178, 188, 195, 202, 224], "strict": [4, 112, 172, 191, 221, 249], "bind": [4, 6, 10, 23, 121, 177, 178, 264], "java": [4, 58, 178, 205, 223, 224], "rust": 4, "paragraph": [4, 6, 23, 265, 268], "outlin": [4, 5, 6, 23, 228], "pure": [4, 5, 6, 10, 23, 47, 121, 127, 131, 139, 155, 179, 187, 200], "journei": [4, 6, 52, 138], "enabl": [4, 5, 6, 8, 11, 14, 15, 16, 18, 19, 23, 24, 42, 47, 55, 56, 58, 59, 60, 61, 75, 82, 97, 107, 112, 122, 123, 124, 126, 129, 130, 131, 134, 136, 138, 145, 148, 153, 157, 159, 160, 169, 170, 172, 176, 177, 178, 180, 184, 185, 190, 192, 194, 196, 197, 200, 205, 221, 225, 226, 229, 231, 241, 262], "vanilla": [4, 5, 6, 23, 49, 65, 99, 111, 127, 172, 190], "eager": [4, 10, 23, 60, 85, 86, 121, 129, 145, 148, 165, 173, 175, 182, 196, 198, 199, 200, 201, 211, 222], "discuss": [4, 5, 6, 8, 10, 15, 16, 23, 44, 73, 79, 101, 102, 116, 122, 123, 129, 135, 143, 144, 145, 150, 151, 173, 177, 178, 184, 190, 191, 192, 193, 208, 229], "littl": [4, 17, 25, 52, 61, 97, 99, 113, 137, 160, 162, 164, 165, 167, 169, 202], "effort": [4, 14, 49, 51, 52, 108, 183, 196, 197], "next": [4, 5, 6, 8, 9, 11, 12, 14, 15, 16, 17, 19, 20, 22, 23, 34, 42, 43, 49, 51, 53, 55, 56, 58, 59, 60, 75, 78, 80, 82, 85, 92, 94, 96, 97, 98, 99, 102, 103, 105, 112, 113, 115, 117, 121, 122, 123, 124, 125, 127, 128, 130, 131, 133, 137, 138, 139, 140, 144, 145, 147, 150, 151, 153, 155, 158, 161, 162, 163, 164, 166, 167, 169, 170, 178, 179, 182, 183, 185, 188, 189, 192, 193, 196, 198, 199, 200, 202, 204, 209, 221, 223, 224, 262, 264, 265], "mechan": [4, 5, 6, 11, 14, 15, 24, 32, 49, 56, 60, 131, 144, 154, 166, 167, 169, 175, 178, 200, 221], "evalu": [4, 6, 9, 12, 17, 19, 20, 24, 37, 73, 97, 105, 107, 112, 118, 146, 151, 160, 161, 163, 170, 173, 174, 175, 179, 182, 199, 202, 222, 242], "onc": [4, 5, 6, 8, 10, 11, 14, 16, 17, 20, 21, 22, 23, 25, 51, 52, 56, 60, 82, 97, 98, 102, 105, 113, 132, 137, 140, 148, 149, 153, 154, 157, 159, 160, 161, 163, 166, 169, 170, 178, 185, 186, 189, 194, 196, 202, 221, 224, 232], "record": [4, 6, 8, 19, 20, 23, 25, 43, 49, 60, 112, 121, 122, 123, 127, 130, 131, 144, 147, 153, 160, 161, 163, 164, 173, 175, 205, 254], "explicit": [4, 6, 21, 23, 60, 140, 148, 164, 191, 201, 210, 264], "pars": [4, 5, 23, 49, 51, 103, 116, 122, 123, 126, 210, 264], "subject": [4, 11, 14, 23, 42, 108, 113, 123, 142, 166, 174, 175, 188, 189, 194, 199, 205, 206, 207, 223], "constraint": [4, 6, 12, 17, 18, 60, 85, 98, 99, 121, 124, 126, 154, 160, 172, 198, 199, 201, 202, 254], "impos": [4, 224, 233], "guidanc": [4, 8, 177, 178, 196], "offici": [4, 82, 108, 113, 115, 136, 161, 173, 175, 182, 200, 219, 221, 254], "jit": [4, 6, 8, 15, 19, 21, 22, 25, 49, 58, 59, 60, 85, 112, 119, 138, 143, 148, 173, 178, 183, 186, 188, 189, 195, 198, 199, 204, 205, 207, 208, 209, 210, 217, 219, 221, 223, 224, 225, 226, 232, 239, 248, 253, 254, 256, 258], "scriptmodul": [4, 22, 23, 25, 85, 204, 223, 254, 258], "embed": [4, 7, 9, 16, 21, 23, 49, 60, 75, 79, 93, 98, 100, 102, 110, 112, 115, 118, 121, 122, 124, 138, 163, 164, 166, 170, 176, 182, 189, 194, 196, 242, 264], "resnet18": [4, 43, 90, 117, 148, 158, 159, 169, 172, 183, 196, 198, 199, 200, 230, 239, 258], "normal": [4, 6, 8, 11, 12, 19, 20, 21, 37, 39, 49, 51, 52, 58, 59, 60, 65, 73, 80, 85, 87, 90, 92, 94, 96, 97, 98, 99, 102, 103, 111, 112, 117, 119, 123, 127, 128, 130, 136, 137, 140, 147, 149, 154, 158, 159, 162, 163, 165, 166, 167, 169, 170, 172, 173, 178, 183, 185, 191, 198, 199, 205, 210, 214, 221, 222, 224, 225, 226, 229, 230, 242, 243, 244, 251, 254, 255, 264], "rand": [4, 5, 6, 14, 15, 17, 21, 23, 25, 33, 40, 43, 48, 85, 89, 92, 93, 95, 96, 109, 114, 130, 131, 145, 147, 153, 154, 165, 177, 178, 179, 180, 188, 196, 198, 199, 202, 204, 207, 211, 212, 215, 220, 221, 224, 225, 226, 227, 234, 240, 248, 254, 255, 258], "224": [4, 12, 19, 20, 51, 58, 59, 75, 90, 97, 117, 119, 140, 143, 144, 153, 158, 159, 167, 169, 172, 177, 178, 183, 188, 189, 195, 198, 199, 200, 205, 207, 214, 219, 221, 224, 225, 226, 230, 239, 248, 254, 255, 258], "traced_script_modul": [4, 224], "ident": [4, 6, 17, 55, 85, 124, 133, 143, 151, 158, 167, 170, 186, 193, 195, 202, 219], "2698": 4, "0381": 4, "4023": 4, "3010": 4, "0448": 4, "slicebackward": 4, "circumst": [4, 5], "emploi": [4, 97, 166, 169], "particular": [4, 5, 6, 8, 11, 23, 42, 44, 51, 60, 82, 83, 87, 103, 124, 126, 127, 136, 137, 139, 140, 151, 155, 163, 172, 174, 175, 179, 180, 190, 191, 193, 194, 224], "form": [4, 6, 9, 12, 15, 17, 23, 47, 49, 52, 60, 98, 105, 110, 113, 116, 121, 125, 128, 140, 145, 166, 172, 175, 185, 194, 202, 203, 214, 264], "accordingli": [4, 10, 12, 18, 22, 137, 150, 153, 162, 172, 189, 262], "sai": [4, 5, 6, 24, 43, 51, 99, 101, 103, 113, 115, 125, 139, 146, 150, 153, 157, 169, 185, 201, 223, 265], "mymodul": [4, 6, 109, 173, 174, 175, 203, 213], "__init__": [4, 5, 6, 7, 9, 11, 12, 13, 14, 16, 19, 20, 21, 22, 25, 33, 37, 38, 44, 45, 47, 49, 51, 52, 53, 60, 65, 67, 73, 78, 79, 85, 87, 89, 92, 93, 94, 96, 97, 98, 99, 102, 103, 104, 105, 109, 111, 112, 115, 118, 123, 125, 127, 128, 129, 130, 134, 135, 136, 139, 143, 144, 147, 149, 150, 151, 154, 155, 157, 161, 162, 163, 164, 165, 166, 167, 170, 172, 173, 174, 175, 178, 179, 180, 182, 183, 184, 194, 195, 196, 198, 199, 200, 203, 204, 210, 213, 215, 216, 217, 219, 220, 222, 224, 227, 229, 234, 235, 238, 240, 241, 242, 243, 244, 245, 249, 250, 251, 253, 254, 264], "n": [4, 5, 6, 7, 9, 12, 17, 19, 22, 23, 32, 33, 37, 38, 40, 43, 47, 48, 49, 51, 59, 60, 75, 82, 85, 89, 90, 93, 94, 95, 97, 104, 110, 113, 115, 118, 122, 123, 127, 130, 134, 136, 137, 138, 144, 146, 147, 148, 151, 154, 157, 161, 162, 163, 164, 166, 167, 170, 179, 183, 185, 186, 190, 191, 192, 193, 194, 198, 199, 201, 202, 206, 209, 214, 221, 231, 232, 237, 245, 248, 256, 258], "mv": [4, 110], "my_modul": 4, "20": [4, 6, 7, 9, 13, 16, 17, 19, 23, 33, 58, 59, 61, 78, 79, 82, 85, 87, 93, 95, 109, 123, 126, 128, 134, 136, 137, 143, 145, 147, 148, 150, 151, 153, 157, 162, 164, 167, 169, 174, 175, 178, 185, 188, 193, 196, 199, 202, 210, 222, 224, 232, 233, 235, 239, 247, 260, 268], "sm": [4, 169], "exclud": [4, 8, 43], "doesn": [4, 7, 8, 10, 12, 13, 17, 25, 58, 99, 101, 103, 113, 125, 144, 146, 148, 157, 172, 173, 177, 180, 184, 185, 190, 196, 199, 201, 202, 206, 209, 212, 229, 264], "yet": [4, 6, 10, 11, 18, 23, 50, 73, 102, 107, 108, 113, 136, 163, 166, 176, 180, 186, 194, 199, 200, 221, 225, 226], "could": [4, 5, 6, 8, 10, 11, 23, 52, 60, 87, 97, 98, 99, 101, 102, 103, 105, 109, 122, 123, 124, 125, 127, 128, 130, 136, 140, 148, 150, 153, 160, 161, 162, 163, 164, 166, 169, 170, 172, 177, 178, 179, 180, 190, 192, 198, 200, 201, 206, 221], "ignor": [4, 19, 49, 51, 97, 102, 103, 112, 143, 149, 156, 160, 172, 179, 180, 183, 188, 190, 191, 192, 193, 194, 198, 199, 219], "readi": [4, 6, 9, 10, 16, 22, 23, 42, 49, 58, 59, 60, 98, 99, 102, 103, 122, 135, 136, 151, 156, 160, 162, 163, 164, 176, 179, 188, 195, 198, 199, 200, 209, 214, 224, 225, 226, 229, 254], "hand": [4, 5, 6, 8, 14, 17, 18, 23, 61, 73, 98, 103, 128, 136, 140, 155, 173, 178, 191, 202], "shown": [4, 6, 8, 17, 19, 20, 21, 52, 58, 59, 113, 116, 124, 126, 138, 145, 147, 158, 161, 162, 164, 165, 169, 172, 173, 177, 178, 184, 189, 191, 192, 193, 196, 199, 201, 202, 221, 229, 254, 262, 264], "filenam": [4, 6, 49, 104, 109, 116, 127, 128, 172, 231], "traced_resnet_model": 4, "pt": [4, 6, 22, 23, 25, 53, 58, 59, 75, 112, 117, 119, 122, 123, 138, 189, 195, 205, 207, 209, 219, 221, 222, 223, 224, 225, 226, 229, 241, 242, 243, 244, 249, 258], "my_module_model": 4, "left": [4, 17, 32, 43, 47, 49, 51, 52, 64, 85, 89, 99, 103, 111, 112, 113, 136, 138, 147, 151, 160, 161, 163, 165, 169, 170, 201, 202, 262, 264], "realm": [4, 6], "cross": [4, 7, 8, 13, 20, 44, 52, 95, 118, 124, 126, 177, 264], "sphere": 4, "distribut": [4, 5, 6, 14, 15, 19, 24, 52, 54, 73, 75, 79, 80, 87, 97, 99, 103, 108, 113, 121, 122, 123, 124, 126, 132, 133, 138, 148, 150, 153, 156, 160, 162, 169, 177, 186, 194, 197, 203, 209, 213, 215, 216, 217, 224, 232, 252, 260], "encompass": 4, "share": [4, 5, 6, 10, 11, 18, 22, 23, 48, 55, 66, 78, 80, 87, 97, 101, 108, 110, 113, 121, 122, 125, 134, 136, 137, 147, 160, 162, 163, 164, 174, 175, 177, 196, 209, 221], "header": [4, 5, 6, 8, 22, 23, 144, 156, 189, 205, 209, 223, 226, 262, 264, 265], "cmake": [4, 6, 189, 207, 221, 258], "futur": [4, 7, 18, 21, 22, 42, 49, 58, 59, 109, 110, 118, 123, 135, 138, 142, 147, 153, 156, 158, 161, 162, 163, 164, 174, 175, 180, 182, 188, 189, 193, 198, 199, 200, 201, 205, 209, 223, 254], "begin": [4, 5, 6, 7, 11, 12, 17, 19, 22, 23, 25, 32, 43, 49, 50, 52, 55, 58, 59, 73, 85, 89, 102, 103, 108, 113, 115, 116, 122, 124, 138, 143, 153, 158, 161, 163, 169, 170, 192, 194, 202, 224, 229, 264], "iostream": [4, 5, 6, 22, 23, 221], "argc": [4, 22, 23, 221, 258], "const": [4, 5, 6, 8, 10, 15, 22, 23, 59, 145, 156, 187, 209, 221, 223, 232, 247, 258], "char": [4, 22, 23, 59, 145, 209, 221, 258], "cerr": [4, 22, 23, 221, 258], "app": [4, 23, 105, 119, 121, 140, 195, 205, 214, 221, 223, 228, 229, 254], "try": [4, 6, 12, 14, 15, 17, 19, 21, 22, 23, 25, 42, 44, 47, 48, 49, 52, 53, 58, 59, 60, 61, 73, 79, 97, 98, 99, 100, 101, 104, 105, 109, 116, 125, 126, 127, 128, 130, 137, 143, 145, 147, 148, 150, 151, 153, 156, 157, 160, 161, 165, 166, 169, 173, 174, 175, 177, 183, 185, 188, 191, 198, 202, 204, 209, 214, 221, 223, 258, 264, 265], "deseri": [4, 6, 23, 112, 183, 198, 199], "catch": [4, 8, 11, 22, 58, 209, 221, 223, 258], "c10": [4, 8, 10, 15, 22, 145, 156, 187, 189, 209, 221, 232, 247, 258], "ok": [4, 103, 162, 264], "relev": [4, 6, 14, 53, 98, 100, 103, 113, 114, 122, 124, 157, 172], "accept": [4, 5, 20, 67, 78, 87, 97, 102, 111, 115, 116, 124, 126, 142, 146, 151, 155, 160, 163, 169, 172, 180, 201, 203, 206, 254], "proce": [4, 11, 25, 97, 99, 145, 158, 166], "examin": [4, 11, 22, 25, 58, 59, 82, 97, 144], "moment": [4, 6, 11, 174, 180, 193, 207, 224], "cpp": [4, 5, 6, 8, 22, 23, 120, 121, 145, 188, 197, 200, 209, 221, 247, 258], "cmakelist": [4, 6, 22, 23, 209, 221, 258], "txt": [4, 5, 6, 9, 22, 23, 49, 75, 116, 127, 128, 138, 145, 159, 166, 186, 209, 221, 258], "cmake_minimum_requir": [4, 6, 22, 23, 209, 221, 258], "fatal_error": [4, 6, 22, 23, 209, 221, 258], "custom_op": [4, 108, 174, 175, 258], "find_packag": [4, 6, 22, 23, 221, 258], "add_execut": [4, 6, 22, 23, 221, 258], "target_link_librari": [4, 6, 22, 23, 209, 221, 258], "torch_librari": [4, 6, 8, 22, 23, 221, 258], "set_properti": [4, 6, 221, 258], "cxx_standard": [4, 6, 221, 258], "14": [4, 6, 22, 23, 24, 47, 73, 92, 123, 145, 172, 177, 209, 221, 222, 229, 232, 239, 268], "last": [4, 6, 11, 12, 14, 19, 23, 40, 43, 49, 52, 53, 59, 60, 73, 83, 85, 87, 99, 102, 105, 113, 117, 121, 124, 125, 127, 128, 136, 137, 143, 145, 149, 150, 153, 158, 160, 161, 162, 164, 165, 166, 170, 177, 179, 189, 190, 193, 194, 219, 221, 223, 229, 248, 254], "thing": [4, 5, 6, 8, 15, 21, 22, 23, 25, 43, 44, 47, 49, 58, 59, 85, 87, 97, 98, 99, 101, 102, 103, 113, 116, 124, 125, 126, 130, 131, 132, 133, 136, 137, 140, 144, 145, 148, 149, 154, 159, 160, 167, 178, 183, 185, 196, 198, 209, 264], "grab": [4, 6, 52, 159, 164], "latest": [4, 6, 10, 14, 20, 87, 107, 108, 112, 121, 138, 158, 159, 160, 163, 166, 167, 172, 173, 209, 259, 262], "stabl": [4, 20, 26, 27, 28, 29, 30, 32, 33, 34, 37, 38, 40, 94, 98, 113, 141, 159, 168, 169, 171, 182, 224, 231, 234, 252, 262], "page": [4, 6, 10, 22, 23, 50, 54, 61, 109, 127, 140, 164, 169, 176, 200, 205, 209, 210, 218, 221, 223, 266, 268], "websit": [4, 6, 161], "unzip": [4, 6, 19, 50, 172, 179, 182, 183, 198, 199, 209], "archiv": [4, 5, 6, 25, 148, 259], "against": [4, 22, 23, 44, 60, 81, 105, 136, 148, 160, 221], "window": [4, 5, 6, 7, 20, 44, 51, 103, 105, 134, 163, 169, 179, 207, 264], "debug": [4, 6, 8, 19, 25, 58, 59, 60, 78, 98, 121, 125, 174, 175, 187, 196, 197, 232, 257], "abi": [4, 5, 6, 22, 23, 205, 207, 209, 221], "plan": [4, 6, 10, 18, 60, 112, 122, 124, 172, 176, 183, 188, 193, 199, 207, 209, 225], "correct": [4, 5, 6, 8, 10, 11, 12, 13, 19, 37, 38, 43, 44, 47, 49, 60, 64, 73, 85, 87, 92, 97, 98, 99, 102, 111, 122, 123, 125, 127, 130, 134, 137, 145, 148, 154, 157, 160, 162, 163, 166, 167, 169, 170, 183, 194, 198, 199, 222, 262], "laid": 4, "within": [4, 5, 7, 14, 18, 21, 23, 61, 85, 103, 105, 109, 110, 124, 131, 138, 143, 145, 154, 157, 161, 163, 172, 177, 178, 186, 187, 193, 194, 196, 200, 207, 209, 262, 264], "mkdir": [4, 6, 23, 104, 147, 169, 172, 182, 195, 209], "dcmake_prefix_path": [4, 6, 22, 23, 221, 258], "config": [4, 6, 10, 17, 20, 24, 87, 123, 126, 129, 138, 145, 159, 177, 178, 180, 185, 186, 187, 198, 200, 202, 221, 253, 256], "someth": [4, 5, 6, 11, 14, 19, 23, 25, 44, 87, 99, 101, 113, 116, 136, 145, 158, 159, 160, 166, 206, 264], "root": [4, 5, 6, 14, 22, 23, 34, 37, 38, 41, 43, 44, 51, 52, 87, 92, 97, 98, 110, 130, 137, 145, 163, 164, 167, 169, 179, 189, 205, 214, 221, 224, 237, 251, 254, 255, 262], "4b5a67132e81": 4, "identif": [4, 6, 22, 23, 221], "gnu": [4, 5, 6, 22, 23, 221, 248], "cxx": [4, 6, 22, 23, 205, 207, 209, 221], "check": [4, 5, 6, 7, 8, 13, 14, 15, 19, 20, 22, 23, 25, 42, 43, 44, 45, 49, 50, 52, 55, 58, 59, 60, 73, 75, 85, 97, 98, 101, 104, 105, 108, 109, 110, 115, 116, 122, 126, 134, 136, 137, 140, 142, 143, 145, 147, 148, 154, 155, 157, 159, 160, 163, 172, 173, 174, 175, 177, 179, 189, 193, 194, 199, 201, 207, 209, 221, 223, 224, 254], "usr": [4, 6, 18, 22, 23, 136, 195, 221], "cc": [4, 6, 22, 23, 43, 108, 118, 205, 207, 221], "detect": [4, 6, 11, 12, 18, 22, 23, 52, 75, 121, 140, 159, 169, 173, 221], "info": [4, 5, 6, 22, 23, 82, 118, 133, 136, 138, 147, 161, 172, 174, 175, 176, 186, 208, 221, 222, 229], "pthread": [4, 5, 6, 22, 23, 209, 221], "pthread_creat": [4, 6, 22, 23, 221], "thread": [4, 5, 6, 8, 9, 21, 22, 23, 52, 61, 109, 134, 135, 138, 150, 159, 162, 163, 164, 177, 178, 182, 183, 195, 221, 232, 247], "scan": [4, 6, 22, 23, 172], "50": [4, 6, 7, 12, 16, 17, 19, 21, 22, 23, 24, 49, 52, 53, 58, 78, 92, 137, 145, 148, 157, 161, 164, 167, 178, 179, 183, 186, 192, 198, 200, 202, 204, 220, 222, 224, 229, 231, 248], "cmakefil": [4, 6, 22, 23], "dir": [4, 6, 22, 23, 82, 126, 148, 149, 205, 209, 224, 247], "o": [4, 5, 6, 7, 17, 22, 23, 90, 97, 98, 108, 128, 138, 151, 153, 172, 202, 264], "100": [4, 6, 9, 14, 16, 17, 19, 21, 22, 23, 37, 38, 44, 45, 48, 49, 52, 63, 64, 67, 68, 69, 71, 72, 80, 89, 92, 93, 94, 97, 99, 111, 119, 123, 125, 127, 128, 129, 130, 134, 139, 144, 145, 146, 147, 148, 150, 155, 157, 159, 160, 161, 164, 166, 167, 170, 172, 173, 174, 175, 177, 178, 183, 188, 192, 196, 198, 199, 202, 216, 220, 222, 232, 235, 247, 259], "suppli": [4, 6, 101, 148, 159, 264], "binari": [4, 6, 20, 22, 23, 49, 52, 105, 136, 148, 157, 173, 179, 189, 191, 197, 200, 205, 209, 219, 221, 223, 224, 232], "incompat": [4, 174, 175, 198], "1d": [4, 68, 93, 111, 206], "4d": [4, 47, 78, 148, 201], "path_to_model": 4, "successfulli": [4, 6, 22, 50, 58, 59, 60, 105, 119, 126, 136, 145, 163, 192, 195, 207, 226, 228, 242, 258], "coupl": [4, 14, 49, 103, 122, 124, 131, 137, 139, 153, 170, 184, 204], "awai": [4, 5, 6, 23, 47, 60, 98, 99, 101, 113, 144, 150, 160, 161, 162, 193, 264], "ivalu": [4, 23, 58, 145, 156, 207, 209, 221, 224, 258], "push_back": [4, 22, 23, 221, 258], "totensor": [4, 12, 19, 20, 23, 34, 37, 38, 44, 51, 52, 58, 59, 73, 75, 87, 90, 92, 94, 96, 97, 116, 117, 119, 123, 130, 136, 140, 149, 158, 159, 163, 167, 169, 170, 172, 183, 188, 189, 198, 199, 205, 207, 214, 221, 222, 224, 230, 251, 255, 258], "slice": [4, 5, 48, 80, 102, 127, 151, 157, 194, 207], "eras": [4, 25], "org": [4, 6, 26, 27, 28, 29, 30, 32, 33, 34, 35, 37, 38, 40, 42, 45, 46, 49, 58, 59, 74, 77, 84, 91, 93, 94, 96, 100, 104, 106, 113, 120, 122, 127, 128, 129, 138, 141, 142, 143, 144, 153, 154, 158, 159, 166, 168, 169, 171, 173, 175, 182, 185, 188, 189, 191, 193, 195, 197, 204, 205, 206, 207, 208, 209, 214, 222, 223, 224, 225, 227, 231, 234, 235, 236, 237, 238, 258, 262, 264], "cppdoc": [4, 6], "pariti": 4, "manipul": [4, 60, 103, 144, 153, 183, 186], "five": [4, 9, 65, 95, 111, 113], "ideal": [4, 6, 14, 58, 59, 97, 150, 166, 178, 198], "variabl": [4, 5, 6, 7, 8, 12, 20, 22, 23, 42, 49, 60, 69, 76, 82, 87, 98, 99, 101, 111, 114, 127, 133, 136, 145, 162, 165, 174, 175, 177, 185, 192, 194, 206, 207, 209, 223, 254], "kcuda": [4, 6, 187], "live": [4, 6, 10, 15, 121, 125, 135, 163, 164, 193, 264], "hopefulli": [4, 6, 50, 51, 73, 85, 99, 112], "equip": [4, 5, 131, 137, 190], "concept": [4, 6, 11, 22, 55, 100, 101, 114, 121, 126, 147, 162, 165, 166, 187, 198, 200, 201], "Of": [4, 14, 23, 97, 101, 125, 134, 136, 170, 191, 193], "cours": [4, 6, 14, 17, 19, 23, 53, 97, 100, 101, 103, 104, 125, 134, 136, 170, 202], "did": [4, 6, 8, 19, 23, 25, 44, 52, 60, 68, 105, 111, 113, 136, 142, 154, 160, 163, 166, 177, 183, 264], "cover": [4, 5, 14, 15, 16, 18, 22, 25, 47, 58, 59, 100, 108, 113, 114, 119, 121, 122, 126, 136, 156, 160, 163, 164, 170, 173, 174, 175, 176, 192, 194, 198, 201, 221, 254], "insid": [4, 5, 6, 10, 16, 17, 18, 20, 22, 23, 45, 78, 108, 124, 169, 179, 196, 202, 206, 224, 264], "shortli": [4, 162], "html": [4, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 37, 38, 40, 45, 46, 52, 57, 74, 77, 84, 90, 91, 94, 100, 104, 106, 113, 114, 118, 120, 122, 129, 138, 141, 143, 144, 158, 168, 171, 172, 175, 182, 188, 189, 191, 193, 204, 205, 231, 234, 235, 236, 238, 264], "peter": 5, "goldsborough": 5, "plethora": 5, "relat": [5, 11, 14, 52, 60, 101, 103, 113, 124, 145, 154, 174, 175, 183, 264], "algebra": [5, 14, 48, 99], "wrangl": 5, "novel": 5, "research": [5, 6, 17, 19, 23, 25, 49, 52, 60, 73, 75, 85, 99, 114, 115, 136, 138, 151, 155, 157, 172, 182, 202], "modul": [5, 7, 9, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 33, 37, 38, 39, 42, 44, 45, 47, 49, 52, 53, 55, 58, 59, 65, 66, 68, 73, 78, 79, 87, 89, 92, 94, 95, 96, 97, 98, 99, 102, 103, 105, 107, 108, 109, 110, 112, 115, 116, 117, 118, 121, 122, 123, 124, 125, 127, 128, 129, 130, 134, 136, 139, 143, 144, 145, 147, 148, 151, 153, 155, 156, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 170, 172, 173, 174, 175, 176, 177, 178, 180, 182, 183, 184, 185, 186, 187, 188, 189, 194, 195, 197, 198, 199, 200, 201, 202, 204, 207, 209, 210, 213, 215, 216, 220, 221, 222, 223, 224, 227, 228, 229, 232, 234, 235, 236, 239, 240, 241, 242, 243, 244, 249, 250, 251, 252, 253, 254, 258, 263, 264, 265], "power": [5, 6, 23, 43, 49, 57, 65, 73, 75, 87, 97, 99, 121, 123, 126, 136, 145, 147, 151, 156, 157, 159, 166, 172, 185, 188, 193, 195, 228, 264], "spare": [5, 6], "deriv": [5, 6, 10, 17, 23, 25, 43, 48, 76, 78, 99, 101, 102, 103, 110, 125, 130, 131, 142, 146, 196, 202], "express": [5, 13, 23, 95, 98, 107, 114, 124, 138, 174, 175, 192, 198, 199, 201, 210, 264], "better": [5, 6, 14, 17, 19, 21, 44, 52, 56, 61, 79, 97, 103, 109, 113, 115, 121, 126, 127, 128, 140, 145, 146, 147, 153, 155, 158, 160, 161, 166, 169, 170, 172, 174, 175, 177, 178, 183, 185, 190, 191, 196, 198, 199, 200, 201, 202, 224], "frequent": [5, 22, 23, 75, 82, 103, 123, 176, 177, 178, 192, 221], "expens": [5, 17, 97, 109, 164, 178, 185, 202], "plausibl": 5, "address": [5, 12, 18, 22, 24, 82, 136, 162, 163, 175, 177, 198, 265], "nativ": [5, 6, 8, 15, 23, 42, 55, 87, 107, 108, 119, 121, 122, 124, 137, 138, 164, 177, 178, 180, 185, 190, 193, 198, 221, 224, 239, 247], "intend": [5, 6, 8, 12, 23, 97, 123, 124, 130, 145, 148, 165, 173, 174, 175, 190, 198], "much": [5, 6, 8, 10, 12, 14, 17, 19, 23, 25, 52, 56, 73, 97, 98, 99, 103, 112, 119, 122, 125, 126, 143, 146, 147, 153, 159, 160, 163, 164, 166, 169, 170, 173, 177, 185, 190, 193, 201, 202, 219, 228, 229, 262, 264], "boilerpl": [5, 6, 19, 44, 99, 170, 190], "degre": [5, 64, 126, 166, 169, 193], "matter": [5, 135, 172, 190, 192], "organ": [5, 8, 14, 23, 51, 112, 127, 144, 150, 265], "tackl": [5, 109], "decid": [5, 6, 8, 10, 17, 18, 52, 87, 161, 176, 193, 197, 202], "contribut": [5, 52, 61, 65, 82, 111, 138, 148, 169, 177], "upstream": [5, 221], "rest": [5, 6, 14, 44, 117, 121, 137, 140, 144, 158, 160, 162, 163, 192, 199, 219, 264, 265], "chase": [5, 113], "someon": [5, 166], "fire": [5, 134], "dai": [5, 42, 103, 115, 116, 124], "head": [5, 7, 17, 21, 42, 75, 83, 109, 113, 124, 126, 134, 158, 165, 179, 194, 202], "straight": [5, 6, 23, 140, 166], "recurr": [5, 9, 44, 49, 60, 79, 81, 98, 102, 110, 121, 127, 128, 154, 166, 182, 196], "unit": [5, 6, 25, 49, 110, 122, 123, 146, 151, 157, 160, 161, 166, 172, 177, 178, 188], "superior": 5, "lstm": [5, 44, 49, 78, 79, 93, 100, 110, 119, 121, 127, 128, 164, 182, 184, 196, 229, 235, 252], "lack": [5, 15, 82, 190], "forget": [5, 6, 112, 158, 173, 189], "gate": [5, 49], "exponenti": [5, 49, 99, 101, 154, 161, 185], "elu": [5, 110], "never": [5, 7, 98, 99, 100, 103, 115, 125, 157, 167], "lltm": 5, "long": [5, 6, 7, 9, 10, 20, 23, 49, 50, 60, 78, 80, 82, 87, 98, 99, 100, 101, 103, 113, 118, 122, 125, 127, 128, 137, 138, 144, 145, 150, 154, 161, 164, 166, 169, 179, 186, 187, 196, 198, 209, 224, 232, 239, 247, 264, 265], "term": [5, 6, 15, 52, 73, 99, 100, 101, 109, 122, 124, 151, 157, 160, 175, 185, 193, 198, 199, 200, 201, 203, 264, 265], "signific": [5, 6, 9, 19, 42, 52, 58, 59, 82, 122, 130, 138, 144, 145, 146, 148, 153, 160, 165, 169, 173, 178, 204, 224, 264], "lstmcell": 5, "cell": [5, 21, 23, 25, 50, 60, 75, 80, 109, 160, 161, 165, 172, 185, 265], "plain": [5, 6, 23, 49, 127, 128, 166, 179], "input_featur": 5, "state_s": 5, "candid": [5, 145], "reset_paramet": [5, 130], "stdv": 5, "math": [5, 7, 10, 49, 63, 64, 65, 67, 68, 69, 71, 72, 85, 89, 95, 101, 104, 110, 111, 118, 127, 128, 130, 151, 159, 161, 165, 166, 268], "sqrt": [5, 7, 85, 104, 118, 130, 190, 203], "uniform_": [5, 6, 7, 9, 115, 164, 182, 196, 203], "old_h": 5, "old_cel": 5, "cat": [5, 7, 9, 20, 21, 40, 44, 48, 49, 60, 78, 90, 92, 98, 101, 102, 110, 115, 118, 128, 135, 140, 145, 150, 161, 164, 166, 170, 179, 182, 201, 230, 251], "gate_weight": 5, "split": [5, 7, 8, 9, 18, 19, 20, 21, 45, 49, 52, 60, 79, 85, 87, 98, 99, 102, 103, 113, 118, 121, 127, 128, 134, 135, 138, 143, 150, 160, 163, 164, 166, 179, 182, 183, 186, 194, 198, 199, 247], "input_g": 5, "sigmoid": [5, 6, 52, 93, 110, 180, 201, 248, 253], "output_g": 5, "tanh": [5, 6, 14, 25, 49, 52, 60, 93, 99, 110, 127, 146, 160, 166, 248], "candidate_cel": 5, "new_cel": 5, "hidden": [5, 7, 9, 21, 49, 60, 78, 97, 98, 102, 124, 126, 127, 128, 137, 143, 149, 164, 165, 166, 182, 196, 198, 235, 262], "new_h": [5, 25, 51], "rnn": [5, 9, 21, 25, 45, 49, 60, 61, 78, 79, 93, 110, 118, 121, 135, 137, 154, 163, 166, 182, 196, 200, 248], "new_c": 5, "intel": [5, 121, 136, 145, 148, 200, 207, 222, 252], "mkl": [5, 145, 239], "nnpack": 5, "why": [5, 6, 8, 11, 14, 25, 44, 52, 85, 97, 99, 103, 112, 114, 131, 134, 145, 153, 166, 173, 174, 175, 191, 193, 264], "room": [5, 97, 150, 264], "obviou": [5, 113], "knowledg": [5, 49, 52, 73, 99, 100, 114, 121, 145, 147, 264], "execut": [5, 6, 7, 8, 11, 15, 16, 20, 21, 22, 23, 25, 42, 43, 45, 50, 60, 61, 76, 78, 82, 98, 108, 120, 121, 125, 126, 135, 136, 137, 144, 145, 148, 150, 156, 160, 161, 163, 164, 165, 173, 174, 175, 177, 178, 183, 184, 186, 187, 188, 195, 204, 205, 207, 209, 224, 225, 226, 231, 254], "kernel": [5, 6, 8, 13, 17, 18, 23, 47, 83, 108, 110, 121, 139, 145, 148, 150, 154, 155, 157, 165, 166, 169, 173, 177, 178, 185, 187, 200, 202], "involv": [5, 8, 9, 15, 16, 17, 19, 23, 25, 50, 60, 85, 98, 101, 105, 112, 120, 125, 127, 133, 140, 147, 153, 164, 166, 174, 175, 183, 185, 194, 202], "launch": [5, 6, 21, 53, 61, 115, 126, 133, 134, 150, 162, 163, 164, 165, 169, 177, 207, 227], "amount": [5, 19, 25, 73, 82, 112, 124, 134, 157, 173, 185, 224], "becom": [5, 6, 11, 21, 24, 52, 61, 73, 75, 78, 85, 97, 124, 131, 146, 148, 169, 170, 177, 187, 194, 198, 254], "furthermor": [5, 19, 97, 139, 146, 170, 177, 187, 201, 225, 226], "interpret": [5, 6, 23, 25, 40, 56, 82, 85, 103, 121, 127, 128, 138, 166, 173, 174, 175, 187, 197, 230, 236, 252, 264], "slow": [5, 6, 8, 42, 123, 149, 177, 229], "down": [5, 8, 10, 11, 16, 19, 42, 50, 82, 87, 99, 104, 123, 137, 145, 146, 147, 163, 167, 170, 177, 190, 262], "therefor": [5, 6, 9, 15, 19, 49, 51, 60, 97, 108, 112, 113, 115, 120, 134, 135, 148, 151, 156, 157, 163, 164, 174, 175, 177, 192, 193, 201, 207, 224, 264], "rewrit": [5, 21, 45, 60, 107, 130, 154, 174, 175, 201, 206, 207, 254], "fuse": [5, 17, 19, 121, 145, 158, 159, 177, 178, 180, 182, 183, 185, 195, 199, 202, 207, 228, 248, 254], "group": [5, 7, 11, 16, 18, 19, 24, 49, 61, 83, 109, 113, 120, 121, 122, 123, 128, 130, 132, 134, 135, 136, 145, 169, 176, 179, 264, 265], "profit": 5, "fewer": [5, 11, 130, 146], "visibl": [5, 22, 23, 44, 87, 172, 183], "aten": [5, 8, 10, 15, 23, 42, 109, 145, 169, 174, 175, 178, 183, 186, 187, 189, 198, 199, 200, 220, 221, 227, 239, 245, 247], "translat": [5, 23, 25, 49, 60, 105, 107, 116, 118, 151, 166, 188, 192, 254], "benefit": [5, 6, 9, 17, 18, 42, 43, 85, 87, 119, 122, 142, 148, 153, 158, 165, 177, 185, 198, 202, 221], "massiv": [5, 25, 44, 101, 103, 221], "parallel": [5, 6, 11, 16, 18, 44, 46, 49, 51, 52, 55, 73, 79, 87, 112, 121, 126, 132, 136, 138, 145, 151, 160, 162, 163, 164, 176, 177, 231, 241, 248, 260], "ahead": [5, 22, 153, 170, 174, 175, 180, 189], "cpp_extens": [5, 10, 23, 156, 209, 232], "setup": [5, 6, 7, 10, 16, 19, 22, 42, 52, 53, 55, 122, 123, 126, 134, 149, 150, 153, 156, 159, 164, 185, 189, 192, 193, 205, 206, 207, 215, 232, 247], "lltm_cpp": 5, "ext_modul": [5, 10, 23, 156], "cppextens": [5, 10, 23, 156], "cmdclass": [5, 10, 23, 156], "build_ext": [5, 10, 23, 156], "buildextens": [5, 10, 23, 156], "conveni": [5, 8, 14, 22, 23, 44, 47, 49, 101, 125, 127, 128, 139, 146, 156, 160, 191, 193, 221, 254], "wrapper": [5, 6, 8, 16, 55, 112, 122, 123, 131, 137, 147, 160, 172, 197, 200, 241], "include_dir": [5, 10, 156], "include_path": 5, "manag": [5, 22, 43, 49, 61, 108, 109, 113, 120, 124, 132, 133, 134, 150, 154, 165, 169, 178, 233], "And": [5, 6, 10, 22, 23, 24, 25, 52, 101, 103, 105, 113, 131, 145, 146, 148, 151, 159, 169, 170, 173, 174, 175, 177, 178, 196, 200, 201, 214], "overal": [5, 19, 42, 49, 122, 123, 136, 150, 161, 172, 198, 201, 229], "d_sigmoid": 5, "bit": [5, 12, 15, 23, 25, 51, 68, 95, 109, 113, 117, 137, 149, 159, 160, 161, 166, 185, 190, 198, 200, 208, 229], "pybind11": [5, 8, 22, 23, 156, 232], "datatyp": [5, 23, 40, 48, 109, 221], "Its": [5, 97, 99, 194, 264], "inspect": [5, 23, 78, 97, 108, 122, 126, 129, 144, 165, 167, 173, 174, 175, 183, 186], "notic": [5, 8, 14, 21, 22, 23, 25, 32, 42, 43, 44, 52, 60, 73, 85, 97, 99, 112, 131, 136, 145, 147, 150, 154, 155, 158, 160, 169, 173, 174, 175, 177, 178, 189, 190, 192, 196], "dispos": 5, "nvcc": 5, "workaround": [5, 7, 23, 79, 85, 131, 142], "logic": [5, 6, 11, 17, 23, 85, 98, 123, 126, 133, 135, 157, 163, 164, 172, 178, 184, 202, 203], "sigmoidalphablendforwardcuda": 5, "port": [5, 16, 136, 163], "entir": [5, 6, 14, 16, 18, 19, 25, 47, 49, 53, 60, 78, 97, 99, 102, 117, 121, 122, 123, 127, 130, 135, 143, 150, 153, 155, 157, 158, 160, 164, 166, 177, 183, 190, 191, 192, 195, 198, 199, 209, 264], "lltm_forward": 5, "addmm": [5, 6, 109, 145, 174, 189, 198, 207, 208, 220, 239], "transpos": [5, 6, 7, 12, 40, 44, 48, 49, 51, 52, 60, 90, 92, 94, 96, 110, 117, 118, 130, 145, 147, 154, 158, 161, 165, 167, 170, 174, 175, 194, 207, 230], "respect": [5, 16, 32, 34, 43, 49, 51, 52, 63, 64, 68, 69, 71, 72, 99, 101, 111, 114, 115, 124, 125, 135, 137, 142, 144, 145, 146, 155, 160, 164, 166, 169, 174, 175, 177, 178, 199, 250], "ultim": [5, 19, 49, 52, 60, 85, 190], "plop": [5, 23], "autograd": [5, 12, 13, 15, 16, 21, 25, 32, 40, 42, 46, 47, 57, 59, 61, 62, 68, 69, 77, 78, 81, 91, 93, 98, 100, 101, 104, 109, 110, 119, 121, 127, 128, 130, 131, 134, 135, 145, 146, 151, 155, 161, 162, 163, 166, 178, 192, 201, 206, 209, 213, 217, 227, 231, 248, 256], "nice": [5, 12, 49, 80, 144, 153, 155, 160], "dig": [5, 99, 103, 165], "deeper": [5, 11, 12, 95, 97, 99, 144, 145, 165, 178, 212], "interest": [5, 6, 10, 14, 17, 20, 23, 25, 44, 49, 51, 58, 59, 78, 87, 97, 99, 105, 107, 108, 113, 117, 122, 126, 146, 153, 154, 158, 160, 167, 174, 175, 177, 179, 202, 206, 264], "alex": 5, "grave": 5, "thesi": 5, "d_tanh": 5, "relu": [5, 6, 12, 19, 20, 23, 25, 37, 38, 44, 47, 52, 73, 78, 87, 89, 92, 93, 94, 96, 97, 99, 103, 104, 105, 110, 112, 123, 134, 135, 139, 145, 147, 149, 150, 151, 155, 157, 158, 159, 161, 162, 163, 164, 166, 167, 170, 173, 174, 175, 178, 182, 183, 201, 204, 206, 215, 216, 219, 220, 221, 222, 224, 231, 234, 240, 241, 242, 243, 244, 248, 249, 250, 251, 253, 254], "exp": [5, 7, 9, 65, 89, 98, 99, 104, 111, 118, 125, 131, 142, 161, 192], "d_elu": 5, "mask": [5, 17, 58, 75, 90, 109, 118, 121, 137, 154, 157, 161, 165, 172, 179, 185, 190, 191, 193, 194, 197, 202, 221, 256], "type_a": [5, 118], "lltm_backward": 5, "grad_h": 5, "grad_cel": 5, "d_output_g": 5, "d_tanh_new_cel": 5, "d_new_cel": 5, "d_old_cel": 5, "d_candidate_cel": 5, "d_input_g": 5, "d_gate": 5, "d_weight": 5, "d_bia": 5, "keepdim": [5, 13, 19, 73, 123, 130, 163, 167, 183, 198, 199, 222], "d_x": [5, 52], "d_old_h": 5, "d_input": 5, "span": [5, 17, 75, 98, 134, 150, 169, 202, 265], "four": [5, 7, 14, 18, 22, 61, 67, 85, 94, 95, 108, 111, 115, 119, 122, 135, 136, 150, 170, 224, 229, 264, 265], "pybind11_modul": [5, 156], "torch_extension_nam": [5, 156], "macro": [5, 6, 8, 15, 23], "maintain": [5, 10, 14, 22, 43, 49, 61, 73, 97, 102, 108, 121, 132, 136, 147, 161, 164, 177, 178, 195], "mismatch": [5, 61, 97], "nasti": 5, "hard": [5, 6, 8, 15, 21, 99, 126, 157], "At": [5, 6, 8, 14, 15, 17, 20, 23, 43, 47, 49, 50, 85, 87, 102, 116, 122, 123, 124, 137, 142, 147, 158, 160, 161, 162, 165, 166, 169, 190, 193, 198, 202, 207, 224, 263], "point": [5, 6, 8, 10, 11, 14, 17, 18, 19, 20, 22, 23, 43, 47, 49, 50, 51, 52, 53, 58, 60, 82, 85, 97, 98, 100, 101, 102, 103, 110, 123, 124, 125, 126, 131, 132, 134, 144, 147, 150, 151, 158, 160, 162, 166, 170, 172, 174, 175, 182, 183, 185, 186, 190, 192, 193, 195, 198, 201, 202, 209, 224, 229, 262, 263, 264], "bdist_egg": 5, "egg_info": [5, 23], "egg": [5, 23], "pkg": [5, 23, 259], "dependency_link": [5, 23], "top": [5, 6, 8, 17, 19, 20, 22, 23, 38, 50, 51, 52, 82, 83, 94, 96, 97, 115, 124, 127, 136, 140, 144, 158, 159, 164, 165, 169, 170, 177, 179, 183, 198, 199, 200, 202, 210, 228, 258, 262, 266], "top_level": [5, 23], "manifest": [5, 23, 192, 195], "bdist": 5, "x86_64": [5, 18, 23, 205, 209], "install_lib": 5, "temp": [5, 9, 19, 23, 125, 129, 138, 182, 183, 186, 198, 199, 235], "gcc": [5, 23, 108, 145], "miniconda": [5, 18, 23], "compiler_compat": [5, 23], "wl": [5, 22, 23], "sysroot": [5, 23], "wsign": [5, 23], "dndebug": [5, 23], "g": [5, 6, 7, 8, 10, 11, 12, 14, 18, 23, 25, 42, 43, 49, 51, 52, 60, 61, 79, 87, 89, 97, 99, 100, 103, 108, 110, 117, 121, 123, 126, 127, 128, 134, 136, 138, 139, 145, 153, 155, 156, 160, 162, 164, 166, 169, 174, 175, 177, 180, 183, 186, 187, 193, 197, 201, 206, 207, 259, 264], "fwrapv": [5, 23], "o3": [5, 23, 232], "wall": [5, 23, 98, 144, 247], "wstrict": [5, 23], "prototyp": [5, 10, 11, 15, 23, 61, 113, 174, 175, 187, 194, 195, 201, 206, 207], "fpic": [5, 23, 108], "site": [5, 18, 22, 23, 50, 52, 58, 59, 143, 144, 166, 188, 225, 226, 228, 239, 247, 264], "csrc": [5, 22, 23, 156, 189, 223], "th": [5, 14, 23, 51, 99, 103, 136, 147], "thc": [5, 23], "7m": [5, 23], "dtorch_api_include_extension_h": [5, 23], "dtorch_extension_nam": [5, 23], "d_glibcxx_use_cxx11_abi": [5, 23], "cc1plu": [5, 23], "warn": [5, 19, 23, 42, 51, 138, 145, 149, 160, 165, 172, 173, 174, 175, 183, 186, 188, 190, 191, 192, 193, 198, 199, 232, 254], "valid": [5, 7, 9, 13, 17, 20, 23, 24, 49, 87, 94, 97, 104, 107, 109, 112, 113, 115, 117, 118, 122, 123, 126, 130, 131, 149, 156, 158, 172, 179, 182, 183, 191, 192, 201, 202, 205, 223], "objc": [5, 23], "l": [5, 7, 12, 14, 20, 23, 43, 49, 51, 52, 89, 99, 108, 110, 127, 128, 160, 161, 166, 174, 194, 195, 232], "rpath": [5, 23], "cpython": [5, 23], "37m": [5, 23], "stub": [5, 158, 210, 224, 265], "loader": [5, 6, 12, 24, 38, 44, 79, 160, 163, 179, 223, 232], "byte": [5, 138, 140, 175, 182, 209, 231], "37": [5, 7, 17, 109, 159, 164, 178, 202, 239], "pyc": 5, "native_lib": 5, "zip_saf": 5, "analyz": [5, 19, 23, 60, 82, 121, 153, 160, 173, 175, 186], "__pycache__": 5, "__file__": [5, 156, 232], "dist": [5, 7, 11, 16, 18, 110, 122, 123, 134, 136, 154, 156, 163, 176, 215, 216, 260], "py3": 5, "remov": [5, 9, 12, 17, 19, 49, 52, 53, 59, 60, 83, 109, 110, 114, 116, 125, 134, 138, 143, 145, 153, 159, 165, 166, 172, 173, 174, 175, 179, 182, 183, 184, 185, 186, 190, 191, 194, 195, 198, 199, 202, 205, 229, 232, 235, 247, 254, 262], "everyth": [5, 43, 87, 97, 99, 108, 126, 127, 131, 137, 140, 158, 159, 160, 161, 162, 166, 170, 188, 189, 224, 247], "finish": [5, 6, 16, 23, 44, 45, 58, 87, 92, 94, 115, 134, 135, 136, 144, 150, 162, 164, 170, 189, 200, 205, 219, 224, 251], "ubuntu": [5, 6, 169, 209], "16": [5, 7, 16, 17, 19, 23, 24, 44, 47, 52, 87, 89, 92, 93, 94, 96, 97, 104, 105, 112, 126, 134, 137, 142, 146, 148, 157, 158, 159, 164, 165, 170, 172, 173, 174, 175, 178, 179, 185, 188, 192, 195, 202, 205, 209, 215, 220, 232, 240, 241, 242, 243, 244, 249, 250, 251, 268], "04": [5, 7, 118, 169, 220, 232], "recent": [5, 49, 75, 102, 109, 113, 115, 124, 136, 138, 145, 151, 154, 158, 161, 169, 209], "maco": [5, 6, 105, 136, 172], "clang": [5, 205, 207], "worst": [5, 115, 138], "resolv": [5, 23, 97, 143, 148, 178, 192], "symbol": [5, 25, 115, 118, 143, 174, 175, 183, 201, 232, 247, 264], "linker": [5, 23, 205], "pycapsul": [5, 23], "builtin": [5, 156], "arg0": 5, "arg1": [5, 163], "arg2": [5, 163], "arg3": 5, "arg4": 5, "citizen": [5, 23, 190, 192], "lltmfunction": 5, "staticmethod": [5, 13, 14, 64, 111, 130, 131, 142, 162, 172, 245], "contigu": [5, 7, 8, 9, 14, 148, 182, 195, 200, 210, 219, 224], "saved_tensor": [5, 13, 64, 111, 130, 131], "benchmark": [5, 15, 17, 24, 42, 109, 117, 121, 126, 138, 139, 145, 146, 155, 159, 165, 173, 177, 178, 185, 188, 194, 200, 202, 211, 221, 236, 247, 248, 252], "measur": [5, 12, 21, 82, 97, 103, 123, 138, 144, 146, 150, 160, 161, 165, 167, 173, 177, 178, 185, 196, 200, 204, 213, 224, 232, 247], "durat": [5, 83, 156, 161, 169, 178, 264], "32": [5, 14, 17, 18, 19, 20, 21, 23, 24, 47, 52, 55, 73, 87, 92, 93, 97, 102, 105, 109, 123, 126, 130, 137, 138, 145, 146, 147, 148, 151, 155, 159, 163, 164, 165, 166, 167, 169, 172, 174, 175, 177, 178, 179, 199, 204, 220, 229, 232, 234, 240, 248], "128": [5, 6, 12, 22, 51, 52, 55, 73, 87, 97, 103, 109, 118, 123, 124, 126, 127, 128, 130, 135, 136, 137, 138, 139, 145, 150, 155, 159, 161, 162, 163, 164, 166, 173, 179, 186, 201, 204, 208, 213, 221, 231, 232, 233, 234, 247, 255], "100000": [5, 58, 59, 127, 128, 138, 147, 232], "3f": [5, 9, 17, 19, 44, 87, 92, 115, 118, 147, 165, 179, 182, 194, 199, 202, 231, 251], "wrote": [5, 23, 140, 173, 179, 264], "post": [5, 6, 11, 20, 49, 58, 59, 97, 121, 122, 123, 126, 138, 140, 148, 150, 167, 177, 178, 184, 186, 194, 197, 199, 201, 214], "my": [5, 21, 42, 50, 98, 103, 192, 199, 204, 264], "machin": [5, 6, 18, 20, 21, 25, 44, 49, 50, 51, 53, 54, 55, 56, 58, 59, 60, 61, 73, 87, 105, 107, 116, 118, 121, 122, 123, 126, 132, 133, 134, 135, 136, 144, 155, 159, 163, 164, 165, 166, 177, 179, 186, 195, 199, 204], "506": 5, "480": [5, 239], "444": 5, "694": 5, "349": [5, 92], "335": [5, 148, 164, 260], "443": [5, 164, 239], "523": 5, "speedup": [5, 17, 21, 42, 44, 121, 139, 145, 150, 155, 178, 182, 183, 185, 194, 202, 224], "30": [5, 6, 7, 14, 17, 19, 45, 82, 99, 115, 121, 122, 148, 157, 162, 164, 183, 193, 198, 202, 232, 233, 239], "albeit": [5, 14, 229], "major": [5, 10, 11, 19, 103, 117, 145, 153, 165, 173, 177, 178, 193], "particularli": [5, 13, 17, 53, 154, 166, 202], "engin": [5, 6, 14, 20, 43, 61, 87, 107, 119, 123, 159, 164, 172, 175, 179, 188, 206, 208, 221, 229, 262], "wonder": [5, 99, 153], "abstract": [5, 11, 14, 51, 87, 95, 100, 103, 110, 113, 124, 126, 136, 143, 156, 160, 265], "correspondingli": 5, "big": [5, 42, 52, 98, 103, 128, 130, 139, 153, 160, 166, 172, 195], "win": [5, 115, 153, 186], "No": [5, 6, 49, 53, 60, 99, 145, 149, 180, 205, 212], "cuda_devic": 5, "creation": [5, 6, 10, 193, 203, 209], "assert": [5, 9, 11, 12, 17, 18, 19, 22, 51, 94, 95, 98, 105, 108, 125, 129, 130, 134, 139, 142, 143, 145, 146, 151, 154, 155, 163, 165, 170, 173, 182, 194, 195, 201, 202, 206, 209, 210, 211, 231, 232, 245, 253], "synchron": [5, 11, 16, 55, 56, 61, 82, 134, 136, 150, 160, 162, 163, 169, 173, 177, 178, 185, 194, 213, 231, 253], "1e6": [5, 9, 19, 138, 165, 182, 183, 186, 198, 199, 211, 229, 232, 260], "1e5": 5, "again": [5, 6, 9, 21, 25, 44, 50, 60, 78, 97, 98, 102, 103, 108, 113, 116, 119, 125, 130, 136, 137, 153, 162, 164, 166, 169, 172, 173, 177, 185, 198, 201, 224, 264], "187": [5, 232], "719": 5, "410": [5, 148], "815": 5, "149": 5, "802": [5, 145], "393": [5, 178], "458": [5, 145], "That": [5, 6, 17, 23, 43, 44, 45, 49, 99, 101, 102, 103, 105, 108, 116, 124, 127, 135, 142, 144, 146, 148, 150, 151, 153, 160, 165, 169, 179, 190, 191, 193, 202, 224, 225, 264], "great": [5, 49, 60, 105, 112, 113, 192, 198, 264], "pull": [5, 7, 21, 144, 174, 175], "dive": [5, 6, 11, 23, 134, 145, 158], "elabor": [5, 6, 124, 145, 162], "fly": [5, 14, 23, 51, 98, 115, 160, 229], "background": [5, 6, 23, 58, 59, 73, 113, 159, 170, 172, 179, 264], "tmp": [5, 23, 126, 130, 145, 172, 187, 219, 224, 229, 239], "torch_extens": 5, "emit": [5, 6, 98], "ninja": 5, "verbos": [5, 23, 133, 172, 178, 208, 209, 265], "complic": [5, 14, 98, 99, 103, 126, 178, 198, 206, 210, 254], "techniqu": [5, 9, 16, 17, 19, 21, 49, 60, 97, 98, 103, 107, 121, 124, 130, 131, 132, 144, 150, 154, 157, 158, 164, 172, 178, 185, 190, 194, 202, 204, 205, 229], "fine": [5, 6, 17, 19, 49, 51, 98, 113, 120, 125, 135, 136, 145, 158, 159, 169, 186, 189, 190, 202, 248], "system": [5, 6, 8, 10, 12, 14, 15, 22, 23, 25, 55, 76, 97, 121, 126, 136, 154, 159, 160, 162, 176, 177, 178, 179, 207, 209], "increment": [5, 11, 12, 60, 85, 101, 136, 147, 161], "thu": [5, 6, 8, 10, 19, 20, 21, 23, 49, 85, 87, 97, 108, 122, 139, 143, 153, 166, 178, 198, 203, 209, 254, 264], "didn": [5, 8, 22, 76, 105, 144, 162, 182, 206, 264], "prospect": 5, "pointwis": [5, 8, 143, 148, 200], "declar": [5, 6, 13, 23, 60, 73, 78, 115, 209, 224, 254], "cu": 5, "ensur": [5, 8, 9, 10, 11, 12, 14, 15, 16, 19, 22, 37, 49, 53, 56, 60, 64, 97, 109, 111, 112, 115, 116, 123, 133, 136, 142, 160, 161, 163, 165, 172, 177, 179, 187, 195, 199, 203, 232, 242], "lltm_cuda": 5, "lltm_cuda_forward": 5, "lltm_cuda_backward": 5, "check_cuda": 5, "torch_check": [5, 8], "is_cuda": [5, 148], "check_contigu": 5, "is_contigu": [5, 148, 232, 247], "check_input": 5, "lltm_cuda_kernel": 5, "cannot": [5, 6, 11, 14, 16, 18, 22, 23, 49, 60, 61, 82, 108, 112, 113, 131, 134, 136, 137, 148, 150, 158, 160, 174, 175, 185, 196, 204, 206, 263], "peek": [5, 212], "cuda_runtim": 5, "templat": [5, 8, 22, 23, 59, 136, 145, 209, 210, 262], "typenam": [5, 209], "scalar_t": [5, 145], "__device__": 5, "__forceinline__": 5, "specif": [5, 6, 8, 9, 10, 11, 12, 17, 18, 19, 22, 23, 25, 44, 55, 58, 59, 73, 82, 87, 99, 100, 101, 105, 107, 108, 110, 112, 114, 122, 123, 124, 127, 128, 130, 134, 136, 137, 138, 144, 145, 149, 150, 157, 158, 160, 162, 163, 164, 165, 166, 169, 170, 174, 175, 177, 178, 179, 180, 186, 188, 191, 194, 200, 201, 202, 205, 207, 221, 252, 254, 264], "fmax": 5, "fmin": 5, "d_relu": 5, "wish": [5, 6, 23, 52, 60, 73, 95, 112, 113, 151, 155, 163, 172, 180, 186, 191, 199, 242, 265], "explicitli": [5, 6, 18, 25, 43, 48, 52, 53, 60, 87, 101, 124, 133, 137, 148, 164, 165, 167, 174, 177, 178, 183, 193, 194, 201], "zeros_lik": [5, 14, 95, 143, 162, 217, 256], "dim3": 5, "at_dispatch_floating_typ": 5, "lltm_forward_cuda": 5, "lltm_cuda_forward_kernel": 5, "indic": [5, 6, 10, 11, 14, 16, 23, 49, 60, 63, 64, 82, 98, 99, 102, 103, 108, 109, 110, 111, 115, 116, 118, 126, 127, 137, 138, 145, 157, 160, 161, 163, 169, 170, 172, 177, 178, 179, 186, 190, 192, 193, 196, 201, 258, 262, 264], "runtim": [5, 8, 14, 18, 21, 23, 25, 40, 50, 60, 82, 85, 107, 109, 121, 124, 130, 144, 153, 169, 173, 177, 178, 182, 185, 186, 198, 207, 208, 211], "back": [5, 6, 8, 10, 14, 15, 19, 20, 22, 23, 44, 47, 51, 58, 59, 60, 73, 80, 87, 97, 98, 101, 105, 109, 113, 125, 127, 140, 144, 148, 150, 153, 155, 160, 162, 163, 164, 166, 172, 177, 189, 190, 194, 195, 264], "determin": [5, 6, 8, 11, 17, 19, 48, 49, 97, 98, 101, 102, 103, 105, 124, 126, 139, 143, 153, 154, 155, 157, 161, 173, 183, 194, 202], "conceptu": [5, 6, 43, 49, 60, 178], "scalartyp": 5, "messag": [5, 49, 108, 136, 138, 172, 174, 175, 186, 209, 223, 226, 254], "alia": [5, 10, 64, 111, 174, 175], "retriev": [5, 6, 7, 14, 16, 21, 49, 125, 126, 147, 160, 162, 163, 178, 210], "at_dispatch_all_typ": 5, "sens": [5, 8, 12, 14, 97, 103, 113, 126, 139, 170, 264], "routin": [5, 6, 23], "convolut": [5, 6, 8, 12, 13, 20, 47, 52, 60, 97, 112, 117, 119, 121, 148, 151, 157, 158, 167, 177, 178, 183, 200, 201, 207, 208, 221, 224, 227, 239, 254], "harder": [5, 97, 185, 186], "ourselv": [5, 6, 49, 76, 130, 160], "grid": [5, 47, 51, 117, 150, 158, 167, 170, 187, 256], "fill": [5, 6, 14, 80, 103, 127, 137, 142, 177, 191, 192, 209, 224], "matric": [5, 12, 17, 23, 25, 48, 101, 146, 154, 202], "2048": [5, 18, 97, 130, 146], "heard": 5, "introductori": [5, 79], "fairli": [5, 97, 113, 136, 153, 161], "ever": [5, 6, 23, 125, 174, 175], "__global__": 5, "__restrict__": 5, "size_t": 5, "column": [5, 7, 18, 23, 40, 80, 99, 101, 109, 119, 124, 127, 145, 146, 151, 161, 169, 172, 191, 192, 193, 194, 232, 239, 265], "blockidx": 5, "blockdim": 5, "threadidx": 5, "index": [5, 6, 15, 34, 38, 41, 44, 45, 48, 49, 51, 58, 59, 60, 73, 83, 98, 99, 101, 102, 103, 109, 115, 116, 118, 119, 123, 125, 126, 127, 128, 130, 136, 140, 154, 161, 162, 166, 167, 169, 172, 173, 177, 185, 194, 206, 214, 262, 268], "gates_row": 5, "primarili": [5, 82, 163, 173], "imagin": [5, 98, 103, 131, 136, 153, 154, 166], "giant": [5, 166], "million": [5, 115, 117, 119, 122, 137, 177], "serial": [5, 6, 10, 23, 25, 60, 112, 121, 174, 175, 177, 183, 198, 199], "faster": [5, 6, 8, 9, 12, 19, 49, 56, 58, 59, 73, 97, 112, 122, 133, 137, 139, 146, 148, 155, 162, 166, 173, 178, 179, 183, 204, 219, 224, 228, 229], "right": [5, 6, 8, 10, 12, 14, 20, 23, 32, 43, 48, 49, 52, 64, 82, 89, 97, 99, 101, 103, 111, 113, 136, 138, 147, 151, 153, 158, 160, 161, 162, 165, 166, 169, 172, 179, 186, 196, 198, 206, 254, 264], "inde": [5, 14, 58, 59, 97, 130, 146, 160, 165, 173, 192, 193], "agnost": [5, 60, 110, 233], "ineffici": [5, 82, 177, 194], "readabl": [5, 25, 51, 98, 110, 128, 140, 169, 214], "especi": [5, 17, 19, 49, 52, 60, 73, 113, 122, 134, 144, 151, 153, 174, 175, 178, 185, 191, 200, 202, 224, 229], "dimension": [5, 47, 48, 49, 52, 60, 97, 100, 101, 102, 103, 113, 124, 148, 157, 165, 166, 170, 172, 193, 224], "stride": [5, 6, 19, 52, 90, 97, 104, 113, 123, 130, 135, 145, 147, 148, 167, 172, 178, 180, 193, 219, 230, 238, 245], "row": [5, 18, 23, 34, 40, 51, 73, 80, 99, 101, 102, 103, 116, 124, 126, 127, 146, 158, 161, 162, 177, 178, 191, 193, 206, 209, 232, 265], "arithmet": [5, 19, 144, 186], "fortun": [5, 6, 10, 15, 23, 87, 136, 137], "expos": [5, 6, 8, 22, 23, 108, 113, 121, 140, 164, 182, 198, 199, 207, 209], "foo": [5, 21, 22, 142, 143, 154, 163, 173, 175, 183, 198, 203, 210, 247, 264, 265], "12": [5, 7, 23, 42, 58, 59, 92, 101, 109, 122, 123, 145, 150, 162, 170, 174, 179, 180, 185, 191, 194, 201, 202, 205, 209, 222, 223, 226, 228, 232, 259, 264, 268], "hold": [5, 14, 16, 18, 47, 60, 63, 64, 65, 67, 68, 69, 76, 78, 87, 98, 111, 122, 123, 133, 135, 140, 153, 161, 162, 164], "foo_a": 5, "packed_accessor64": 5, "packed_accessor32": 5, "pack": [5, 49, 60, 78, 115, 145, 160, 162, 164, 194, 209, 224, 254], "integ": [5, 6, 8, 60, 97, 99, 101, 103, 113, 115, 126, 147, 157, 174, 175, 179, 185, 193, 198, 199, 200, 208, 229, 267], "fundament": [5, 49, 91, 101, 103, 147, 191, 199], "packedtensoraccessor32": 5, "restrictptrtrait": 5, "decompos": [5, 10, 17, 123, 150, 174, 175, 198, 202], "packedaccessor32": 5, "variant": [5, 49, 60, 124, 130, 159, 165], "int32_t": 5, "packedaccessor64": 5, "slower": [5, 17, 56, 134, 146, 150, 159, 161, 173, 177, 179, 185, 187, 194, 202], "host": [5, 7, 16, 18, 54, 82, 98, 122, 123, 124, 134, 135, 136, 150, 163, 164, 169], "reshap": [5, 6, 9, 12, 19, 51, 95, 103, 104, 110, 118, 143, 160, 182, 183, 189, 190, 191, 192, 194, 198, 199, 207, 222, 232], "pattern": [5, 17, 21, 103, 124, 136, 143, 145, 154, 163, 178, 183, 184, 186, 190, 192, 198, 202, 203, 221], "lltm_cuda_backward_kernel": 5, "lltm_backward_cuda": 5, "d_gate_weight": 5, "cudaextens": [5, 156], "hassl": [5, 6], "entail": 5, "simpler": [5, 78, 124, 130, 142, 154, 198, 206], "fastest": [5, 150, 165], "129": [5, 109, 188], "431": 5, "304": [5, 49, 178], "641": [5, 148], "faq": [5, 22, 23], "sit": [6, 42, 105, 107, 108, 150, 154, 263, 265, 267], "atop": 6, "substanti": [6, 126], "codebas": [6, 10, 14], "foundat": [6, 160, 172], "underli": [6, 8, 14, 23, 48, 73, 80, 95, 97, 112, 126, 139, 145, 150, 155, 163, 183, 192, 193, 194], "popular": [6, 68, 73, 75, 97, 111, 126, 137, 138, 178, 185, 221, 263], "stochast": [6, 7, 47, 52, 65, 104, 111, 115, 136, 160, 161], "descent": [6, 7, 43, 47, 63, 64, 65, 68, 72, 104, 110, 111, 115, 136, 185], "digit": [6, 47, 121, 122, 123, 172], "whirlwind": 6, "wet": 6, "appetit": 6, "watch": [6, 37, 113, 132, 136], "lightn": [6, 126], "talk": [6, 8, 49, 52, 55, 101, 115, 136, 160, 163], "cppcon": 6, "2018": [6, 118, 138], "quick": [6, 17, 48, 58, 59, 97, 99, 102, 103, 119, 122, 127, 134, 139, 146, 154, 155, 185, 202], "humor": 6, "sweep": [6, 165], "philosophi": [6, 113], "ecosystem": [6, 108], "descript": [6, 50, 61, 122, 123, 145, 149, 160, 162, 163, 164, 165, 172, 182, 232, 259, 265], "embark": 6, "excit": [6, 22, 23, 144, 153], "team": [6, 108, 115, 126, 138, 161, 172], "job": [6, 45, 52, 53, 54, 82, 97, 126, 132, 133, 134, 136, 224], "reinforc": [6, 14, 61, 121, 147, 160, 161, 162, 163], "game": [6, 44, 52, 79, 147], "tractabl": [6, 98], "multithread": [6, 43, 56, 109, 232], "lock": [6, 14, 25, 56, 135, 136, 162, 163, 178, 263], "gil": [6, 56, 61, 134, 217], "scalabl": [6, 126, 190, 221], "shortcom": [6, 192], "neuroevolut": 6, "owner": [6, 162, 163, 164], "anyth": [6, 13, 44, 98, 101, 102, 103, 140, 149, 159, 182, 183, 185, 264, 265], "serv": [6, 37, 57, 61, 85, 97, 102, 121, 127, 134, 140, 144, 147, 150, 156, 163, 164, 177, 178, 192, 214], "web": [6, 105, 214, 252, 264], "server": [6, 16, 25, 61, 119, 120, 121, 127, 134, 150, 156, 164, 178, 180, 186, 195, 221, 229], "3d": [6, 7, 75, 93, 101, 102, 115, 172, 198, 201], "graphic": [6, 165, 207], "photo": [6, 230], "softwar": [6, 138, 150, 156, 169, 177, 207, 214, 264], "integr": [6, 10, 14, 23, 78, 87, 109, 121, 126, 140, 170, 177, 178, 180, 200, 201, 207, 230], "remain": [6, 7, 87, 97, 119, 136, 143, 153, 157, 166, 180, 185, 192, 194, 196, 200, 210], "forth": [6, 150, 177, 265], "retain": [6, 40, 48, 76, 80, 112], "intuit": [6, 52, 73, 78, 99, 108, 112, 145, 150, 166, 172, 191], "tradit": [6, 42, 52, 97, 99, 107, 146, 163], "compet": [6, 113, 115, 119, 126, 177, 178], "complement": 6, "alik": 6, "love": [6, 113], "simplic": [6, 73, 122, 130, 160, 161, 223], "core": [6, 8, 10, 11, 42, 45, 60, 76, 98, 99, 100, 104, 108, 112, 115, 121, 124, 126, 136, 137, 145, 148, 159, 169, 174, 175, 178, 195, 197, 198, 205, 223, 247, 248], "principl": [6, 8, 102, 103, 121, 126], "curiou": [6, 139, 153, 155, 212], "tri": [6, 18, 52, 98, 103, 113, 161, 207], "experienc": [6, 85], "ask": [6, 17, 22, 23, 60, 103, 128, 137, 160, 202, 210], "rememb": [6, 44, 52, 59, 73, 76, 98, 99, 102, 109, 112, 140, 146, 147, 153, 166], "dot": [6, 14, 32, 49, 52, 60, 102, 103, 121, 146, 166, 177, 178, 206, 232], "colon": [6, 172, 264], "minim": [6, 10, 12, 17, 23, 52, 61, 63, 64, 67, 68, 69, 73, 82, 99, 103, 121, 122, 126, 133, 138, 145, 161, 173, 183, 186, 190, 200, 202, 205, 210], "verifi": [6, 20, 58, 59, 85, 108, 114, 116, 119, 131, 139, 142, 143, 146, 148, 157, 159, 177, 178, 179, 207, 221], "too": [6, 10, 14, 19, 44, 64, 68, 82, 87, 97, 98, 103, 109, 111, 124, 127, 134, 140, 150, 153, 157, 161, 162, 164, 166, 190, 229, 262, 264, 265], "cu90": 6, "url": [6, 19, 104, 118, 169, 173, 185, 209, 223, 237, 262], "wget": [6, 18, 75, 179, 182, 185, 209], "nightli": [6, 18, 75, 122, 138, 142, 173, 176, 179, 185, 188, 189, 197, 198, 200, 205, 206, 209], "dep": 6, "tini": [6, 123, 150, 153], "three": [6, 10, 12, 14, 15, 51, 52, 61, 64, 73, 82, 85, 92, 95, 98, 108, 112, 113, 115, 118, 121, 124, 128, 136, 148, 154, 156, 160, 164, 165, 166, 167, 169, 170, 176, 177, 178, 185, 193, 200, 229, 264, 265], "ey": [6, 20, 23, 32, 103, 146, 151, 154, 206, 209, 264], "fledg": 6, "visual": [6, 14, 25, 43, 52, 73, 75, 82, 83, 90, 116, 121, 122, 125, 126, 131, 144, 154, 160, 169, 170, 172, 177, 178, 187, 192, 230, 252], "studio": [6, 58, 205, 223, 225, 228], "qmake": 6, "makefil": 6, "comfort": 6, "box": [6, 8, 10, 11, 17, 73, 113, 126, 131, 136, 147, 159, 162, 169, 177, 178, 179, 200, 202, 206, 221, 226, 264], "cmake_prefix_path": [6, 22, 23], "invok": [6, 8, 22, 23, 25, 97, 134, 135, 142, 144, 145, 156, 163, 164, 178, 187, 189, 192, 200, 204], "agre": [6, 23, 138], "break": [6, 8, 10, 11, 12, 19, 38, 49, 51, 60, 75, 82, 112, 113, 116, 118, 128, 140, 147, 153, 157, 161, 162, 164, 166, 169, 173, 190, 237, 264], "unexpect": [6, 51, 192, 196, 201], "pwd": [6, 209, 227], "fa350df05ecf": 6, "home": [6, 48, 113, 190, 195, 205, 207, 210, 218, 223], "enter": [6, 49, 60, 122, 134, 136], "ran": [6, 103, 160, 163, 165, 174, 175, 205, 232], "me": [6, 17, 42, 49, 99, 153, 166, 202, 264, 265], "extens": [6, 7, 15, 22, 23, 52, 112, 121, 127, 131, 136, 172, 177, 187, 190, 192, 198, 200, 222, 252], "besid": [6, 23, 103, 154, 162, 264], "encapsul": [6, 47, 153, 162], "buffer": [6, 14, 44, 47, 59, 69, 76, 110, 111, 112, 122, 130, 134, 139, 142, 147, 151, 153, 154, 155, 157, 161, 174, 175, 178, 189, 203, 207, 209, 224], "nest": [6, 14, 43, 110, 143, 160, 162, 164, 165, 197, 264, 265], "similarli": [6, 9, 12, 22, 51, 60, 80, 83, 113, 116, 125, 126, 135, 144, 145, 146, 153, 180, 193], "w": [6, 7, 9, 12, 32, 38, 43, 47, 49, 51, 73, 76, 98, 102, 103, 122, 125, 130, 138, 147, 148, 164, 169, 179, 185, 186, 188, 223], "struct": [6, 15, 22, 209, 254], "int64_t": [6, 8, 23], "register_paramet": [6, 203], "reflect": [6, 8, 23, 48, 95, 137, 160, 196], "magic": [6, 99, 128, 136, 146], "behind": [6, 8, 17, 23, 45, 82, 97, 99, 130, 161, 180, 191, 193, 197, 202, 203, 264], "scene": [6, 23, 58, 59, 113, 203], "another_bia": 6, "recurs": [6, 16, 44, 60, 110, 203, 219], "0808": 6, "8613": 6, "2017": [6, 73, 104, 118], "5206": 6, "5353": 6, "3740": 6, "0976": 6, "4786": 6, "4928": 6, "1434": 6, "4713": 6, "1735": 6, "3293": 6, "3467": 6, "3858": 6, "1980": 6, "1986": 6, "1975": 6, "4278": 6, "1831": 6, "2709": 6, "3730": 6, "4307": 6, "3236": 6, "0629": 6, "2038": 6, "4638": 6, "2023": [6, 172, 174], "1230": 6, "0516": 6, "aptli": [6, 13], "register_modul": 6, "dropout": [6, 7, 9, 12, 19, 20, 37, 39, 49, 60, 73, 93, 96, 97, 104, 110, 112, 118, 123, 124, 126, 128, 130, 137, 149, 158, 162, 164, 165, 166, 167, 182, 194, 195, 196, 199, 202, 222, 242, 243, 244, 254, 258], "conv2d": [6, 12, 19, 20, 44, 47, 52, 73, 78, 87, 92, 93, 94, 96, 97, 104, 105, 112, 123, 130, 135, 143, 147, 148, 151, 154, 155, 157, 159, 163, 167, 170, 178, 180, 183, 198, 199, 200, 201, 204, 208, 219, 221, 222, 224, 227, 229, 234, 239, 240, 241, 242, 243, 244, 248, 249, 250, 251, 254], "subtleti": [6, 193], "bodi": [6, 113, 145, 264, 265], "upon": [6, 14, 49, 56, 79, 117, 136, 142, 166, 170, 173, 262], "p": [6, 7, 9, 18, 19, 49, 68, 69, 93, 97, 98, 103, 104, 110, 111, 118, 122, 123, 127, 128, 130, 135, 136, 138, 139, 142, 143, 145, 147, 148, 151, 153, 158, 162, 163, 164, 166, 179, 182, 183, 186, 198, 199, 202, 207, 208, 209, 213, 217, 235, 239], "0345": [6, 186], "4456": 6, "6313": 6, "3585": 6, "4008": [6, 23], "1647": 6, "2891": 6, "0527": 6, "0354": 6, "3084": 6, "2025": 6, "0343": [6, 209], "1824": 6, "4630": 6, "2862": 6, "2500": 6, "0420": 6, "3679": 6, "1482": 6, "0460": 6, "1967": 6, "2132": 6, "1992": 6, "4257": 6, "0739": 6, "01": [6, 7, 11, 19, 43, 47, 98, 109, 136, 158, 164, 165, 167, 174, 211, 212, 220, 222, 260, 265], "6861": 6, "1166": 6, "45": [6, 7, 126, 145, 164, 177, 205, 230], "0333": 6, "9983": 6, "0705": 6, "named_paramet": [6, 33, 142, 151, 154, 155, 157], "ordereddict": [6, 179], "13": [6, 23, 92, 95, 104, 109, 115, 164, 172, 177, 224, 227, 264, 268], "48": [6, 7, 17, 126, 127, 145, 148, 170, 202, 205, 220, 239], "1863": 6, "8611": 6, "1228": 6, "3269": 6, "9858": 6, "0339": 6, "2484": 6, "2035": 6, "2103": 6, "0715": 6, "2975": 6, "4350": 6, "1878": 6, "3616": 6, "1050": 6, "4982": 6, "0335": [6, 186], "1605": 6, "4963": 6, "4099": 6, "2883": 6, "1818": 6, "3447": 6, "1501": 6, "0215": 6, "0250": 6, "0408": 6, "3756": 6, "2149": 6, "3636": 6, "8559": 6, "1572": 6, "1069": 6, "1247": 6, "8060": 6, "topic": [6, 49, 58, 59, 61, 73, 105, 107, 108, 114, 120, 177], "devour": 6, "menu": [6, 50, 262, 264], "pipelin": [6, 16, 61, 113, 121, 140, 160, 162, 172, 177, 178, 179], "briefli": [6, 61, 121, 124, 160, 173], "who": [6, 42, 49, 60, 73, 79, 97, 100, 113, 136, 153, 264], "heap": 6, "referenc": [6, 135, 164], "lower": [6, 14, 17, 49, 50, 60, 73, 82, 108, 121, 122, 126, 134, 138, 142, 145, 153, 154, 158, 160, 161, 165, 166, 170, 172, 173, 180, 186, 193, 196, 199, 202, 224, 265], "heavili": [6, 113, 166, 177, 185], "influenc": [6, 52], "ergonom": 6, "far": [6, 7, 14, 20, 22, 47, 49, 58, 59, 64, 95, 97, 98, 99, 111, 115, 125, 136, 140, 150, 153, 157, 161, 166, 177, 190, 199, 264], "stack": [6, 8, 14, 15, 21, 22, 40, 48, 78, 92, 109, 121, 124, 139, 146, 147, 151, 155, 156, 162, 166, 169, 170, 172, 206], "shared_ptr": [6, 22], "cognit": 6, "everywher": [6, 103], "make_shar": 6, "though": [6, 10, 23, 47, 73, 97, 98, 113, 117, 130, 131, 139, 140, 144, 155, 160, 170, 174, 175, 185, 190, 221], "stai": [6, 82, 122, 124, 160, 161, 162, 177, 198, 199, 200, 229], "shorten": [6, 23], "wait": [6, 14, 16, 21, 82, 128, 134, 135, 136, 137, 145, 156, 161, 162, 163, 164, 169, 172, 177, 239], "hell": 6, "lot": [6, 8, 10, 15, 19, 21, 51, 79, 98, 113, 119, 123, 136, 151, 163, 166, 169, 173, 177, 185, 190], "came": [6, 52, 191], "scheme": [6, 18, 97, 121, 190, 203], "hide": [6, 118, 130, 160, 206], "reserv": [6, 10, 15, 138, 169], "simplifi": [6, 10, 14, 24, 78, 130, 134, 135, 166, 172, 178, 179, 190, 193, 197, 198, 200], "linearimpl": 6, "torch_modul": 6, "brief": [6, 24, 61, 82, 98, 160, 209], "typedef": 6, "among": [6, 8, 22, 53, 58, 59, 82, 87, 124, 157, 169, 177, 201, 229], "holder": [6, 118, 266], "arrow": [6, 43, 124, 196], "resembl": [6, 12, 23, 58, 59, 98, 132, 161], "extra": [6, 7, 8, 9, 56, 97, 101, 102, 107, 127, 128, 130, 135, 137, 142, 154, 160, 166, 172, 173, 178, 179, 182, 195, 221, 224], "netimpl": 6, "subtl": 6, "deserv": [6, 103, 113], "construct": [6, 14, 20, 21, 22, 25, 47, 52, 60, 61, 65, 67, 85, 97, 111, 117, 121, 128, 131, 135, 137, 139, 146, 150, 155, 160, 161, 163, 166, 179, 184, 194, 197, 198, 201, 203, 206, 250, 264, 265], "null": [6, 58, 209, 224, 227], "tricki": [6, 17, 131, 143, 174, 175, 177, 202], "had": [6, 23, 42, 47, 51, 102, 105, 113, 153, 154, 161, 170, 198, 221], "nullptr": [6, 187, 209], "familiar": [6, 8, 10, 22, 44, 48, 53, 54, 56, 60, 85, 98, 100, 112, 122, 125, 132, 133, 136, 140, 147, 163], "pythonista": 6, "disadvantag": [6, 112], "said": [6, 23, 25, 42, 147, 153, 160, 190, 191, 264], "introduct": [6, 11, 17, 25, 46, 53, 54, 55, 56, 57, 79, 84, 85, 99, 100, 105, 106, 107, 108, 121, 132, 133, 145, 192, 202, 221], "sooner": [6, 122], "technic": [6, 23, 136, 137, 153, 190, 212], "henceforth": 6, "recap": [6, 47, 161, 193], "adversari": [6, 44, 79, 121], "architectur": [6, 9, 17, 25, 52, 56, 60, 73, 85, 95, 97, 98, 110, 121, 122, 124, 126, 132, 139, 151, 157, 165, 170, 172, 173, 176, 177, 178, 198, 200, 202, 221, 229], "distinct": [6, 17, 21, 52, 82, 103, 122, 164, 170, 202], "transform": [6, 12, 17, 19, 20, 23, 24, 25, 32, 33, 34, 35, 36, 37, 38, 39, 40, 44, 49, 52, 58, 59, 60, 73, 75, 87, 90, 92, 93, 94, 96, 97, 109, 110, 113, 116, 117, 120, 121, 123, 130, 136, 137, 139, 140, 142, 143, 145, 147, 149, 151, 153, 154, 158, 159, 163, 166, 169, 170, 172, 179, 183, 185, 186, 194, 196, 198, 199, 200, 202, 205, 214, 221, 222, 230, 232, 247, 248, 251, 253, 255, 256], "probabl": [6, 8, 22, 49, 52, 58, 59, 60, 73, 75, 97, 98, 101, 103, 118, 123, 125, 126, 127, 128, 130, 149, 154, 159, 161, 167, 170, 172, 194], "judg": 6, "closer": [6, 97, 161, 178], "authent": 6, "theori": [6, 49, 52, 60, 97, 125, 264], "delic": 6, "tandem": 6, "indistinguish": 6, "fool": [6, 49, 73], "excel": [6, 51, 170], "realist": [6, 21, 60, 194], "2d": [6, 52, 93, 127, 130, 143, 157, 162, 172, 176, 201, 216, 254], "dcgangeneratorimpl": 6, "knoises": 6, "conv1": [6, 20, 44, 47, 73, 78, 87, 92, 93, 94, 96, 104, 105, 112, 123, 130, 143, 150, 151, 155, 157, 158, 163, 167, 170, 183, 196, 201, 204, 222, 234, 240, 241, 242, 243, 244, 249, 250, 251], "convtranspose2dopt": 6, "256": [6, 9, 17, 19, 51, 87, 90, 97, 117, 119, 124, 125, 126, 135, 145, 147, 160, 165, 166, 177, 179, 182, 183, 196, 198, 199, 201, 202, 220, 230, 231, 239], "batch_norm1": 6, "conv2": [6, 20, 44, 47, 73, 78, 87, 90, 92, 93, 94, 96, 104, 105, 112, 123, 130, 143, 151, 155, 157, 163, 167, 170, 201, 204, 222, 234, 240, 241, 242, 243, 244, 249, 250, 251], "pad": [6, 17, 19, 42, 49, 52, 60, 75, 97, 104, 113, 115, 118, 130, 135, 138, 165, 192, 194, 202], "batch_norm2": 6, "conv3": [6, 20, 104, 151], "batch_norm3": 6, "conv4": [6, 20], "convtranspose2d": [6, 52], "batchnorm2d": [6, 12, 19, 52, 104, 130, 135, 143, 144, 180, 199, 219, 224, 248, 254], "dcgangener": 6, "chosen": [6, 20, 22, 161, 173], "student": [6, 97, 113], "harm": [6, 97], "discoveri": 6, "fed": [6, 12, 49, 52, 61, 113, 118, 135, 140, 150, 172, 178, 201], "soylent": 6, "regularli": [6, 53], "channel": [6, 10, 12, 19, 21, 43, 44, 47, 52, 97, 110, 121, 122, 124, 140, 149, 153, 157, 170, 179, 186, 209, 221, 248, 263], "moduleopt": 6, "linearopt": 6, "leaki": [6, 52], "squash": [6, 137, 147], "sequenti": [6, 7, 12, 14, 19, 37, 38, 49, 52, 68, 69, 97, 103, 110, 111, 116, 118, 125, 135, 137, 143, 147, 149, 150, 154, 158, 160, 167, 186, 194, 195, 203, 206, 211, 212, 220, 231, 260], "orient": [6, 167], "layer": [6, 7, 8, 10, 11, 12, 13, 15, 16, 17, 19, 20, 33, 37, 42, 43, 47, 49, 52, 55, 60, 68, 73, 78, 87, 93, 97, 99, 102, 110, 111, 112, 115, 117, 118, 121, 122, 123, 126, 127, 128, 135, 137, 148, 149, 150, 154, 157, 158, 159, 160, 163, 164, 166, 167, 177, 178, 179, 182, 185, 186, 201, 202, 212, 231, 234, 240, 242, 243, 253, 254], "conv2dopt": 6, "leakyrelu": [6, 52, 110], "leakyreluopt": 6, "negative_slop": 6, "composit": [6, 11, 14, 25, 99, 100, 146, 160], "third": [6, 8, 12, 22, 23, 52, 63, 64, 65, 67, 68, 69, 102, 111, 131, 156, 166, 176, 190, 196, 206, 265], "fourth": [6, 65, 131, 195, 200], "knob": [6, 177, 178], "truli": [6, 49, 147], "collat": [6, 51, 118, 265], "wherev": 6, "make_data_load": 6, "unique_ptr": 6, "spawn": [6, 7, 11, 16, 18, 49, 52, 53, 55, 123, 134, 135, 136, 150, 162, 163, 164, 213, 215, 260], "concurr": [6, 109, 124, 126, 135, 150, 177, 178], "kbatchsiz": 6, "dataloaderopt": 6, "consol": [6, 170, 172, 189], "field": [6, 10, 11, 12, 14, 15, 49, 102, 103, 113, 136, 153, 162, 169, 175, 179, 192, 201, 204, 224], "rebuild": [6, 232], "danc": [6, 12], "generator_optim": 6, "adamopt": 6, "2e": [6, 14, 89, 138], "make_tupl": 6, "discriminator_optim": 6, "5e": [6, 24, 64, 111], "adagrad": [6, 96, 110, 111, 193, 197], "lbfg": [6, 12, 110], "rmsprop": [6, 47, 69, 99, 110, 111], "sgd": [6, 7, 16, 19, 37, 38, 43, 44, 47, 65, 67, 69, 87, 89, 92, 94, 96, 98, 99, 102, 103, 104, 110, 111, 112, 115, 117, 134, 135, 136, 150, 158, 162, 163, 164, 167, 169, 170, 179, 221, 222, 231, 238, 242, 243, 244, 245, 246, 250, 251, 255], "date": [6, 10, 73, 115, 122, 163, 198, 205, 221, 265], "exhaust": [6, 11, 174, 175, 201], "knumberofepoch": 6, "batch_index": 6, "real_imag": 6, "real_label": [6, 52], "real_output": 6, "d_loss_real": 6, "binary_cross_entropi": [6, 231], "fake_imag": [6, 153], "fake_label": [6, 52], "fake_output": 6, "d_loss_fak": 6, "d_loss": [6, 52], "fill_": [6, 9, 52, 80, 118, 137, 166, 169, 192], "g_loss": [6, 52], "printf": 6, "r": [6, 7, 9, 11, 14, 16, 19, 42, 43, 47, 49, 51, 60, 73, 76, 85, 92, 98, 99, 121, 145, 146, 147, 148, 151, 161, 162, 164, 166, 172, 177, 179, 182, 183, 196, 198, 199, 205, 206, 209, 221, 232, 247, 248, 259, 264], "2ld": 6, "3ld": 6, "4f": [6, 12, 14, 49, 52, 60, 117, 122, 123, 127, 128, 130, 137, 146, 155, 158, 160, 166, 167, 204], "batches_per_epoch": 6, "uniformli": [6, 87, 161], "robust": [6, 49, 53, 54, 73, 161], "propag": [6, 10, 16, 32, 43, 45, 47, 52, 78, 97, 101, 102, 127, 131, 142, 148, 155, 160, 178, 198, 200], "repeat": [6, 14, 18, 19, 23, 128, 145, 147, 150, 160, 169, 177, 183, 190, 198, 199, 224, 239], "spiel": 6, "progress": [6, 8, 15, 24, 49, 52, 53, 110, 137, 158, 166, 170, 265], "observ": [6, 14, 19, 47, 51, 61, 82, 116, 117, 122, 123, 126, 137, 138, 147, 148, 153, 160, 161, 162, 164, 165, 166, 173, 177, 180, 182, 183, 186, 193, 198, 199, 200, 201, 204], "meaning": [6, 49, 60, 97, 148], "3c0711f20896": 6, "dcga": 6, "6876": 6, "1304": 6, "3776": 6, "3101": 6, "300": [6, 12, 98, 102, 122, 164, 179, 220, 232, 247], "3652": 6, "6626": 6, "400": [6, 47, 58, 59, 112, 138, 179, 186, 232, 247], "8057": 6, "2795": [6, 232], "3531": 6, "4452": 6, "600": [6, 119, 148, 161, 258], "3501": 6, "0811": 6, "700": 6, "3581": 6, "5623": 6, "800": 6, "6423": 6, "7385": 6, "900": 6, "3592": 6, "7333": 6, "4660": [6, 174], "5242": 6, "6364": 6, "0886": 6, "3717": 6, "8103": 6, "0201": 6, "3544": 6, "4522": 6, "6545": 6, "quickli": [6, 44, 82, 97, 98, 99, 103, 124, 153, 161, 166], "onto": [6, 8, 14, 16, 18, 44, 121, 137, 150, 153, 163, 164, 203], "somewher": [6, 23, 98, 99, 112], "kcpu": [6, 187, 207], "whose": [6, 42, 60, 82, 85, 97, 103, 122, 125, 148, 172, 188, 201], "insert": [6, 12, 17, 19, 49, 118, 138, 158, 164, 180, 182, 183, 198, 199, 200, 201, 202, 229, 254], "op": [6, 10, 11, 15, 21, 22, 23, 48, 82, 121, 122, 123, 124, 129, 130, 134, 136, 138, 143, 144, 145, 148, 159, 169, 177, 178, 179, 180, 182, 183, 185, 186, 187, 188, 189, 191, 192, 194, 198, 199, 200, 201, 203, 209, 222, 223, 224, 231, 245, 254], "previou": [6, 11, 13, 14, 15, 16, 17, 22, 23, 49, 52, 53, 55, 58, 59, 97, 98, 116, 117, 119, 122, 127, 128, 131, 132, 133, 135, 137, 147, 150, 153, 157, 158, 160, 161, 162, 164, 165, 166, 169, 170, 172, 173, 174, 175, 177, 178, 183, 198, 199, 200, 202, 209, 224, 262], "resid": [6, 7, 97, 135], "portabl": 6, "augment": [6, 24, 51, 117, 118, 119, 158, 167, 179], "period": [6, 49, 52, 126, 147, 169, 177], "crash": [6, 61], "middl": [6, 264], "procedur": [6, 23, 47, 120, 158, 161, 167], "restor": [6, 73, 112, 148], "session": [6, 20, 97, 105, 264], "interv": [6, 14, 52, 126, 164, 166, 174, 175], "kcheckpointeveri": 6, "str": [6, 9, 18, 19, 22, 49, 83, 90, 108, 113, 118, 122, 126, 138, 140, 143, 144, 149, 160, 163, 172, 174, 175, 186, 195, 204, 209, 210, 214, 217, 232, 239, 247], "checkpoint_count": 6, "counter": [6, 11, 49, 52, 73, 129, 136], "bump": 6, "beta1": [6, 52], "krestorefromcheckpoint": 6, "intermediari": [6, 125], "xxx": [6, 15, 45, 51], "argpars": [6, 52, 122, 123, 138, 149, 162, 163, 164, 186], "parser": [6, 98, 122, 123, 149, 162, 163, 164, 264], "argumentpars": [6, 122, 123, 149, 162, 163, 164], "add_argu": [6, 122, 123, 149, 162, 163, 164], "png": [6, 51, 119, 121, 150, 179], "parse_arg": [6, 122, 123, 149, 162, 163, 164], "sample_fil": [6, 140], "mul": [6, 40, 48, 108, 129, 145, 193, 198, 207, 232, 247], "255": [6, 12, 20, 59, 97, 140, 147, 172, 179, 180, 201, 214, 239], "uint8": [6, 20, 95, 145, 147, 179, 201], "numpi": [6, 12, 14, 17, 19, 20, 41, 44, 51, 52, 57, 60, 70, 72, 73, 75, 87, 89, 90, 92, 94, 96, 104, 105, 108, 109, 110, 117, 118, 119, 121, 127, 131, 138, 147, 150, 158, 159, 161, 164, 166, 167, 170, 172, 173, 183, 186, 190, 194, 196, 197, 198, 199, 202, 205, 230, 237, 247], "axi": [6, 13, 21, 34, 51, 52, 82, 101, 102, 109, 110, 117, 119, 127, 138, 147, 157, 158, 172, 186, 256], "subplot": [6, 14, 51, 52, 73, 117, 150, 158, 160, 166, 167, 179], "imshow": [6, 12, 34, 44, 51, 52, 73, 75, 90, 92, 94, 96, 104, 117, 158, 167, 170, 172, 179], "cmap": [6, 34, 73, 90, 94, 96, 104, 166, 170], "grai": [6, 34, 73, 104, 119, 147, 189], "get_xaxi": 6, "set_vis": 6, "get_yaxi": 6, "savefig": [6, 147, 150], "out_fil": 6, "17": [6, 21, 23, 58, 59, 92, 95, 109, 113, 145, 174, 175, 188, 204, 232, 268], "57": [6, 7, 17, 109, 127, 145, 239], "4953": 6, "0195": [6, 186], "3610": 6, "8148": 6, "4072": 6, "36760": 6, "4444": 6, "3761": 6, "8790": 6, "3977": 6, "3315": 6, "120": [6, 44, 47, 87, 92, 93, 94, 96, 105, 112, 117, 135, 150, 157, 158, 164, 170, 239, 240, 241, 242, 243, 244, 249, 250, 251], "8084": 6, "hoorai": [6, 25], "ball": 6, "court": 6, "digest": 6, "necess": [6, 49], "broad": [6, 57], "space": [6, 14, 22, 49, 52, 60, 73, 97, 98, 102, 103, 113, 115, 126, 137, 147, 153, 160, 161, 164, 166, 169, 170, 172, 195, 264, 265], "consult": [6, 153, 198, 263], "stuck": 6, "whenev": [6, 22, 53, 67, 69, 98, 99, 111], "rate": [6, 7, 43, 52, 87, 97, 99, 104, 115, 117, 122, 123, 126, 127, 147, 149, 158, 160, 161, 163, 179, 217, 237], "pritam": [7, 16], "damania": [7, 16], "torchtext": [7, 38, 42, 50, 92, 96, 113, 118, 121, 127, 166, 237], "positionalencod": [7, 118], "inject": 7, "posit": [7, 14, 17, 90, 99, 113, 118, 121, 138, 154, 160, 161, 165, 166, 172, 202, 230, 262], "token": [7, 9, 17, 42, 49, 60, 75, 103, 113, 115, 116, 118, 122, 124, 128, 165, 166, 182, 186, 202], "sine": [7, 14, 92, 95], "cosin": [7, 14], "os": [7, 9, 11, 17, 18, 19, 33, 34, 49, 50, 51, 52, 53, 55, 60, 87, 90, 117, 122, 123, 125, 127, 128, 134, 135, 136, 138, 147, 149, 156, 158, 159, 162, 163, 164, 176, 179, 182, 183, 186, 195, 196, 198, 199, 209, 213, 214, 215, 216, 229, 232, 235, 247, 260], "transformerencod": [7, 42, 93], "transformerencoderlay": [7, 42, 93, 165], "d_model": [7, 118], "max_len": [7, 118], "pe": 7, "arang": [7, 73, 118, 147, 150, 170, 190, 191, 192, 194, 245, 246, 256], "div_term": 7, "10000": [7, 44, 52, 92, 98, 118, 127, 137, 161, 164, 232, 247], "sin": [7, 14, 63, 64, 65, 67, 68, 69, 71, 72, 89, 95, 111, 118, 146, 173, 174, 175, 193, 248, 264], "co": [7, 14, 89, 103, 118, 173, 174, 175, 239, 248, 265], "replica": [7, 55, 56, 61, 79, 123, 134, 136, 150], "drive": [7, 16, 25, 52, 58, 59, 60, 121, 147, 190], "largest": [7, 60, 83, 161, 172, 186], "nlayer": [7, 9, 93, 164, 182, 196], "decod": [7, 9, 98, 113, 118, 122, 164, 165, 178, 182, 185, 196, 231, 254], "platform": [7, 20, 23, 105, 134, 136, 169, 195, 223, 227], "win32": 7, "exit": [7, 16, 142, 162, 163, 164, 211, 212], "device_count": [7, 11, 45, 53, 55, 87, 95, 123, 134, 151, 215, 216], "least": [7, 47, 58, 59, 73, 112, 113, 126, 128, 134, 147, 159, 166, 195, 224, 264, 265], "ntoken": [7, 9, 164, 182, 196], "ninp": [7, 9, 164, 182, 196], "pos_encod": 7, "init_weight": [7, 9, 115, 182, 196], "initrang": [7, 9, 115, 182, 196], "src": [7, 10, 11, 108, 118, 136, 156, 207, 209, 223, 245, 247], "zero_": [7, 9, 32, 104, 115, 156, 164, 167, 182, 196], "inp": [7, 19, 32, 49, 117, 143, 158, 163, 166, 167, 173, 175, 233, 240], "permut": [7, 90, 97, 110, 147, 148, 159, 166, 172, 174, 175, 179, 184], "run_work": [7, 16, 135, 162, 163, 164, 213], "rank": [7, 11, 16, 18, 42, 45, 53, 55, 82, 121, 122, 123, 134, 135, 136, 156, 162, 163, 164, 176, 194, 213, 215, 216, 260, 262], "world_siz": [7, 11, 16, 18, 24, 53, 55, 122, 123, 134, 135, 136, 156, 162, 163, 164, 176, 213, 215, 216, 260], "wikitext": [7, 9, 182, 194], "torchdata": [7, 50, 113, 115, 116, 118], "vocab": [7, 75, 99, 102, 103, 115, 116, 118, 124, 138, 186], "numeric": [7, 118], "batchifi": [7, 9, 182], "arrang": [7, 17, 202], "trim": [7, 9, 12, 60, 166, 182, 247], "alphabet": 7, "26": [7, 23, 145, 147, 148, 159, 164], "bmatrix": [7, 17, 102, 202], "text": [7, 17, 34, 38, 40, 44, 52, 73, 75, 85, 98, 99, 101, 102, 103, 113, 115, 116, 118, 120, 121, 122, 127, 128, 136, 138, 160, 161, 166, 169, 172, 182, 197, 202, 252, 265, 267], "c": [7, 12, 15, 18, 19, 21, 25, 38, 43, 49, 51, 63, 64, 65, 67, 71, 72, 85, 89, 90, 94, 95, 97, 103, 104, 108, 110, 111, 112, 115, 121, 127, 128, 130, 131, 136, 138, 140, 143, 145, 147, 148, 159, 164, 165, 166, 172, 174, 175, 176, 189, 192, 200, 210, 222, 224, 226, 227, 231, 232, 245, 246, 252, 254, 265], "ldot": 7, "rightarrow": [7, 98, 136, 161], "j": [7, 22, 23, 32, 43, 44, 58, 59, 73, 89, 92, 94, 96, 97, 98, 102, 103, 117, 127, 138, 151, 166, 195], "k": [7, 12, 17, 19, 49, 58, 59, 60, 82, 90, 98, 105, 108, 124, 138, 148, 151, 155, 162, 163, 165, 179, 183, 198, 199, 202, 210], "u": [7, 14, 115, 118, 195], "treat": [7, 60, 75, 103, 113, 155, 162, 173, 204, 254], "print_with_rank": 7, "msg": [7, 188, 214], "wikitext2": 7, "get_token": [7, 115, 118], "build_vocab_from_iter": [7, 115, 116, 118], "train_it": [7, 115, 118], "basic_english": [7, 115], "unk": [7, 115, 116, 118], "set_default_index": [7, 115, 116, 118], "data_process": 7, "raw_text_it": 7, "tupl": [7, 9, 20, 48, 51, 58, 59, 60, 78, 80, 82, 97, 102, 103, 110, 115, 116, 138, 142, 143, 147, 148, 161, 174, 175, 179, 182, 183, 186, 193, 201, 210, 231, 258], "filter": [7, 13, 24, 49, 83, 97, 125, 138, 158, 166, 186, 209, 247], "val_it": [7, 118], "test_it": [7, 115], "train_data": [7, 55, 166], "val_data": 7, "test_data": [7, 9, 20, 34, 37, 38, 99, 182], "bsz": [7, 9, 136, 182, 196], "is_train": 7, "nbatch": [7, 9, 182], "wouldn": [7, 9, 17, 103, 123, 137, 182, 202], "cleanli": [7, 9, 182, 212], "narrow": [7, 9, 80, 145, 182, 194], "evenli": [7, 9, 18, 182], "data_per_rank": 7, "eval_batch_s": [7, 9, 19, 24, 138, 182, 183, 186, 198, 199], "get_batch": [7, 9, 182], "subdivid": [7, 8], "bptt": [7, 9, 182], "35": [7, 17, 73, 124, 148, 204, 220, 222], "seq_len": [7, 9, 165, 182], "min": [7, 9, 19, 52, 82, 87, 97, 104, 117, 136, 147, 156, 158, 160, 162, 164, 172, 174, 175, 177, 178, 179, 182, 198, 201], "4096": [7, 18, 176, 220, 231], "billion": [7, 122, 124], "rpc": [7, 109, 121, 134, 150, 217, 252], "rref": [7, 16, 61, 135, 162, 163, 213, 217], "expans": [7, 135], "replic": [7, 16, 18, 56, 60, 61, 79, 121, 123, 124, 132, 134, 136, 150, 163, 164, 216], "distributeddataparallel": [7, 16, 55, 56, 120, 122, 123, 136, 156, 164, 176, 231, 260], "vocabulari": [7, 49, 60, 103, 115, 118, 124, 138, 194], "emsiz": [7, 115], "nhid": [7, 9, 164, 182, 196], "feedforward": [7, 124], "nhead": [7, 118, 194], "multihead": [7, 42], "tmpfile": 7, "namedtemporaryfil": 7, "init_rpc": [7, 16, 135, 162, 163, 164, 213], "rpc_backend_opt": [7, 16, 135, 213], "tensorpiperpcbackendopt": [7, 16, 135, 213], "init_method": [7, 16, 134, 136], "_transport": 7, "_channel": 7, "longer": [7, 12, 42, 52, 78, 99, 113, 125, 130, 145, 150, 153, 157, 161, 162, 173, 177, 178, 194, 198, 199, 212, 262], "ibv": 7, "uv": 7, "cuda_ipc": 7, "cuda_bas": 7, "num_gpu": [7, 163], "partition_len": 7, "tmp_list": 7, "module_list": 7, "transformer_block": [7, 124], "checkpoint": [7, 39, 49, 60, 61, 75, 87, 117, 132, 153, 185, 215, 221, 231, 236, 238, 242, 244, 248], "ddp": [7, 11, 16, 53, 54, 61, 121, 122, 123, 124, 133, 169, 216, 260], "master_addr": [7, 11, 18, 53, 55, 123, 134, 135, 136, 156, 162, 163, 164, 176, 213, 215, 260], "localhost": [7, 11, 16, 18, 53, 55, 94, 123, 127, 134, 135, 140, 156, 162, 163, 164, 169, 170, 176, 213, 214, 215, 216, 246, 260], "master_port": [7, 11, 18, 53, 55, 123, 134, 135, 136, 156, 162, 163, 164, 176, 213, 215, 260], "29500": [7, 11, 16, 18, 135, 136, 156, 162, 163, 164, 176, 213, 260], "init_process_group": [7, 11, 16, 18, 53, 55, 61, 122, 123, 134, 136, 156, 176, 215, 216, 260], "nccl": [7, 11, 18, 53, 55, 82, 122, 123, 124, 134, 136, 169, 176, 215, 216], "get_total_param": 7, "total_param": 7, "crossentropyloss": [7, 9, 16, 19, 37, 38, 44, 78, 87, 92, 94, 96, 97, 99, 110, 115, 117, 118, 124, 158, 164, 169, 170, 173, 182, 183, 198, 199, 221, 251, 255], "steplr": [7, 110, 115, 117, 122, 123, 130, 158, 179], "togeth": [7, 11, 17, 21, 25, 49, 51, 59, 60, 75, 85, 97, 101, 113, 118, 123, 130, 137, 139, 159, 162, 164, 166, 172, 189, 198, 200, 201, 202, 254], "prevent": [7, 49, 55, 76, 109, 118, 125, 128, 134, 145, 147], "explod": [7, 49, 127], "criterion": [7, 9, 12, 16, 19, 44, 47, 52, 65, 67, 87, 92, 94, 97, 111, 115, 117, 127, 128, 158, 161, 164, 166, 169, 170, 182, 183, 198, 199, 221, 246, 251, 255], "schedul": [7, 11, 14, 82, 87, 115, 117, 122, 123, 130, 134, 145, 158, 160, 161, 169, 177, 179, 239], "lr_schedul": [7, 14, 110, 115, 117, 122, 123, 130, 158, 160, 179, 212], "95": [7, 115, 126, 137, 160, 164, 178, 180, 220], "total_loss": [7, 9, 103, 128, 166, 182], "start_tim": [7, 19, 115, 118, 199, 231, 238], "node": [7, 8, 18, 20, 23, 32, 43, 47, 53, 54, 55, 56, 63, 98, 108, 110, 120, 122, 132, 133, 134, 143, 144, 145, 163, 166, 177, 187, 199, 200, 201, 254], "local_valu": [7, 162, 163], "log_interv": [7, 115, 164], "cur_loss": 7, "elaps": [7, 9, 19, 115, 123, 144, 166, 182, 186], "5d": [7, 37, 38, 44, 87, 92, 115, 251], "02": [7, 52, 145, 150, 164, 220], "ms": [7, 17, 19, 119, 145, 159, 177, 178, 185, 202], "ppl": 7, "get_last_lr": 7, "eval_model": 7, "data_sourc": [7, 9, 182], "output_flat": [7, 9, 182], "best_val_loss": [7, 122], "inf": [7, 118, 122, 192, 194, 196], "best_model": 7, "epoch_start_tim": [7, 115], "val_loss": [7, 87, 104, 118, 122], "89": [7, 145, 164, 177], "test_loss": [7, 37, 38, 123, 130, 167], "mp": [7, 11, 15, 16, 33, 38, 53, 55, 121, 122, 123, 134, 135, 136, 162, 163, 164, 213, 215, 260], "__name__": [7, 11, 12, 16, 51, 52, 53, 55, 78, 87, 122, 123, 134, 135, 136, 138, 140, 148, 149, 162, 163, 164, 186, 188, 195, 213, 214, 215, 227, 260], "__main__": [7, 11, 16, 51, 53, 55, 87, 122, 123, 134, 135, 136, 140, 149, 162, 163, 164, 188, 195, 213, 214, 215, 227, 232, 260], "arg": [7, 16, 18, 19, 21, 51, 53, 55, 73, 101, 110, 112, 122, 123, 125, 134, 135, 136, 138, 143, 144, 148, 149, 150, 157, 158, 161, 162, 163, 164, 165, 172, 173, 174, 175, 185, 186, 187, 194, 195, 199, 201, 211, 213, 215, 217, 221, 245, 260, 268], "nproc": [7, 11, 16, 53, 55, 123, 134, 135, 162, 164, 213, 215, 260], "join": [7, 9, 10, 16, 18, 34, 44, 48, 49, 50, 51, 53, 60, 61, 92, 96, 117, 118, 120, 123, 125, 127, 128, 134, 135, 136, 138, 158, 160, 162, 163, 164, 166, 179, 182, 186, 213, 215, 232, 247, 260], "00": [7, 92, 109, 145, 164, 172, 185, 188, 220], "778": 7, "97": [7, 145, 164, 220], "43": [7, 119, 150, 220, 232], "31": [7, 122, 145, 146, 201, 220, 232, 239, 247], "6432469059895903232": 7, "90": [7, 127, 138, 164, 166, 192], "44": [7, 17, 145, 164, 202], "21245447128217366528": 7, "699": 7, "21176949187407757312": 7, "87": [7, 24, 109, 164, 232], "62": [7, 115, 164, 202], "23975861229620961280": 7, "698": 7, "86": [7, 17, 145, 159, 164, 202, 232], "41": [7, 17, 123, 159, 177, 232, 239], "1193312915629888256": 7, "40": [7, 113, 123, 147, 148, 150, 157, 164, 166, 177, 187, 193, 196, 202, 220, 232], "69": [7, 90, 174, 186, 232], "471605759847546240": 7, "34": [7, 109, 159, 213, 220, 224, 232, 239, 247], "42812308420836458496": 7, "33": [7, 146, 159, 164, 177, 178, 188, 232], "68": [7, 17, 51, 127, 138, 145, 178, 232], "68839569686012223488": 7, "08": [7, 122, 145, 164, 222, 232], "80": [7, 87, 115, 126, 148, 164, 166, 192, 235], "22": [7, 17, 145, 148, 164, 205, 220, 232], "09": [7, 17, 49, 145, 164, 177, 202, 220], "75": [7, 22, 23, 97, 115, 117, 123, 150, 158, 235], "768": [7, 138, 148, 186, 202], "51": [7, 119, 127, 148, 150, 164, 177, 220], "36": [7, 17, 115, 159], "6063529544668166": 7, "769": 7, "23": [7, 17, 95, 145, 164, 177, 185, 220, 232, 239, 247, 265], "17651211266236086": 7, "3798441739584": 7, "56": [7, 19, 148, 159, 177, 202, 232, 239], "29": [7, 138, 159, 164, 209, 232], "5203636967575": 7, "47": [7, 17, 87, 127, 148, 232, 239], "2212498693571": 7, "05": [7, 14, 16, 20, 21, 73, 115, 122, 135, 161, 164, 180, 219, 220], "2015144761281": 7, "13121380184": 7, "92": [7, 17, 202, 232], "14653799192": 7, "39": [7, 123, 127, 164, 220, 232], "24": [7, 17, 19, 113, 145, 159, 174, 185, 192, 202, 232], "98": [7, 51, 118, 145, 164, 188, 220], "361681": 7, "287876": 7, "61": [7, 19, 109, 148, 202, 220], "164364": 7, "60": [7, 34, 105, 110, 117, 122, 127, 128, 148, 150, 158, 159, 164, 166, 170, 192, 239], "159095": 7, "697": [7, 220], "54261": 7, "91": [7, 17, 164, 202, 220, 232], "72": [7, 17, 159, 232], "53372": 7, "49": [7, 17, 148, 150, 164, 186, 202, 232], "78": [7, 17, 202, 232], "47948": 7, "79": [7, 17, 145, 198, 202, 232, 239], "48664": 7, "42": [7, 23, 73, 97, 127, 138, 164, 177, 186, 209, 232], "96": [7, 19, 145, 148, 164], "38": [7, 109, 164, 178, 247], "46": [7, 17, 138, 145, 148, 159, 177], "ddp_pipelin": 7, "respons": [8, 11, 16, 18, 49, 60, 108, 121, 124, 130, 134, 136, 140, 162, 163, 166, 173, 178, 209, 230, 259, 264], "nontrivi": [8, 210], "cut": [8, 113, 119, 264], "concern": [8, 21, 61, 99, 190, 198], "rule": [8, 22, 43, 47, 60, 102, 103, 125, 130, 139, 146, 154, 155, 160, 161, 183], "vmap": [8, 121, 142, 146, 151, 155, 197], "statement": [8, 21, 25, 43, 45, 60, 65, 98, 111, 166, 174, 175, 184, 233, 264], "convers": [8, 49, 95, 112, 148, 166, 178, 190, 195, 224, 229], "basic": [8, 11, 15, 16, 23, 24, 49, 54, 56, 57, 61, 75, 86, 97, 100, 103, 105, 107, 108, 113, 115, 121, 124, 127, 130, 145, 160, 165, 191, 194, 252, 254, 265], "registr": [8, 10, 15, 22, 23, 209, 221], "highest": [8, 19, 44, 49, 58, 59, 60, 128, 161, 172], "transfer": [8, 22, 44, 58, 59, 79, 80, 97, 98, 112, 117, 121, 136, 159, 163, 169, 179, 207, 229, 233, 254, 263], "redispatch": 8, "happen": [8, 21, 23, 25, 32, 43, 52, 97, 99, 105, 122, 124, 131, 136, 142, 157, 162, 169, 170, 185, 186, 198, 200, 209, 210], "unlik": [8, 12, 17, 60, 97, 125, 142, 143, 148, 158, 166, 202], "style": [8, 60, 113, 115, 124, 179, 209, 262, 264, 265], "abid": [8, 52], "myop": 8, "myadd": [8, 10], "myadd_cpu": 8, "self_": 8, "other_": 8, "torch_internal_assert": 8, "devicetyp": [8, 15], "self_ptr": 8, "data_ptr": [8, 23, 59, 187, 209], "other_ptr": 8, "result_ptr": 8, "torch_library_impl": [8, 10, 15], "impl": [8, 10, 15, 108, 174, 175, 247], "myadd_cuda": 8, "boundari": [8, 61, 135, 160, 169], "myops_cpu": 8, "myops_cuda": 8, "xla": [8, 10, 15, 245], "torch_xla": [8, 10], "useabl": 8, "behav": [8, 12, 20, 60, 80, 148, 154, 162, 199, 266], "autogradnotimplementedfallback": 8, "notimpl": 8, "preserv": [8, 17, 22, 25, 49, 107, 121, 135, 148, 157, 178, 184, 191, 202, 204, 224, 250, 264], "require_grad": 8, "ness": 8, "pin": [8, 125, 263], "lost": [8, 17, 99, 148, 202], "mutat": [8, 10, 139, 155, 174, 175, 206, 212], "alias": [8, 10], "adinplaceorview": 8, "bookkeep": 8, "autogradnotimplementedinplaceorviewfallback": 8, "logi": 8, "properli": [8, 9, 10, 14, 23, 50, 55, 97, 118, 131, 134, 136, 148, 150, 153, 154, 160, 162, 163, 164, 166, 177, 189, 190, 192, 195, 203, 210, 225, 226], "annot": [8, 10, 18, 21, 22, 23, 51, 60, 99, 108, 118, 138, 172, 173, 178, 217], "guess": [8, 43, 49, 52, 113, 127, 166], "twist": [8, 113], "constitut": [8, 14], "hood": [8, 14, 19, 49, 52, 54, 56, 124, 125, 146, 147, 164, 193], "singleton": [8, 163], "findschemaorthrow": 8, "decltyp": [8, 145], "qualifi": [8, 22, 108], "overload": [8, 22, 108], "typic": [8, 11, 14, 19, 21, 43, 47, 48, 54, 55, 58, 59, 82, 98, 99, 103, 115, 119, 124, 126, 130, 132, 145, 153, 160, 163, 172, 173, 174, 175, 177, 178, 201, 214, 221, 229, 233], "cast": [8, 13, 17, 18, 108, 109, 122, 202], "lookup": [8, 16, 103, 115, 164, 176], "typo": 8, "myaddfunct": [8, 10], "autononvariabletypemod": [8, 10, 59, 209], "myadd_autograd": [8, 10], "except": [8, 11, 17, 23, 43, 44, 48, 49, 52, 58, 59, 60, 61, 76, 79, 80, 87, 95, 99, 102, 104, 117, 125, 127, 135, 138, 139, 140, 142, 143, 146, 148, 150, 155, 156, 158, 165, 166, 173, 174, 175, 185, 191, 194, 197, 201, 202, 203, 204, 206, 207, 221, 223, 247], "raii": 8, "guard": [8, 59, 134, 174, 200, 209, 212], "infinit": 8, "overflow": [8, 49, 185], "send": [8, 10, 11, 12, 44, 45, 61, 73, 78, 87, 115, 136, 140, 147, 156, 158, 162, 163, 164, 174, 175], "consider": [8, 10, 20, 123, 174, 175], "handler": [8, 172, 178, 259], "autogradcpu": 8, "autogradcuda": 8, "pythondispatch": 8, "_python_dispatch": 8, "isn": [8, 98, 142, 143, 159, 170, 192, 262, 264], "glorifi": 8, "add_cpu": 8, "add_cuda": 8, "unsupport": [8, 173, 174, 175, 178], "decentr": 8, "importantli": [8, 19, 23, 42, 131, 153, 190], "parti": [8, 22, 23, 156], "aspect": [8, 15, 51, 73, 136, 179], "patch": [8, 10, 161], "dispatchkei": [8, 10], "varieti": [8, 24, 49, 112, 128, 193], "fallback": [8, 10, 15, 186], "behavior": [8, 10, 11, 12, 14, 22, 25, 49, 51, 102, 108, 137, 144, 145, 148, 150, 153, 174, 175, 191, 192, 198, 199, 203, 224], "opt": [8, 16, 22, 104, 110, 126, 135, 148, 153, 156, 163, 164, 169, 173, 185, 203, 211, 212, 231, 238], "amp": [8, 15, 61, 148, 208, 221, 252, 255], "incom": [8, 169], "float16": [8, 15, 122, 138, 148, 165, 208, 231], "float32": [8, 14, 23, 85, 122, 145, 148, 159, 161, 164, 173, 187, 190, 200, 201, 231, 245, 248], "matmul": [8, 17, 23, 32, 40, 48, 95, 124, 145, 185, 194, 202, 206, 208, 209, 231], "impair": 8, "converg": [8, 49, 52, 64, 97, 111, 112, 124, 136, 154, 161, 166, 212], "hypothet": 8, "autocast_mod": 8, "mymatmul_autocast": 8, "excludedispatchkeyguard": 8, "no_autocast": 8, "mymatmul": 8, "cached_cast": 8, "khalf": 8, "elig": 8, "polici": [8, 15, 121, 123, 147, 161, 162, 164], "mixtur": 8, "meanwhil": [8, 125, 145, 191, 221], "float64": [8, 95], "unaffect": [8, 97], "forc": [8, 14, 17, 23, 49, 60, 127, 166, 173, 190, 192, 202, 262], "fallthrough": 8, "occur": [8, 11, 19, 23, 25, 53, 75, 78, 82, 97, 116, 145, 148, 162, 163, 169, 172, 174, 175, 178, 185, 186], "fall": [8, 15, 154, 161], "aren": [8, 131, 137, 192], "dri": [8, 169], "reduct": [8, 9, 58, 59, 65, 67, 68, 69, 111, 119, 122, 123, 125, 130, 138, 153, 156, 169, 172, 182, 190, 192, 197, 224], "gemm": [8, 145, 177, 178, 200, 220], "unless": [8, 20, 48, 99, 130, 138, 160, 183, 185, 186, 206], "categori": [8, 10, 19, 49, 73, 82, 117, 127, 128, 166, 169, 174, 175, 183, 190, 191, 192, 193, 198, 199, 209], "promote_typ": 8, "widest": 8, "safest": 8, "my_multiple_input_op_autocast": 8, "t0": [8, 122, 165, 185, 191, 211, 232], "t1": [8, 40, 48, 191, 232, 245], "optimist": 8, "exec_typ": 8, "my_multiple_input_op": 8, "myadd_autocast": 8, "gymnast": 8, "invoc": [8, 25, 144, 162, 178], "stabil": [8, 97, 161, 259], "41478": 8, "jame": [9, 25, 113, 144], "reed": [9, 25, 144], "seth": [9, 19, 36], "weidman": [9, 19], "io": [9, 34, 49, 51, 58, 60, 94, 119, 121, 127, 128, 140, 149, 162, 165, 166, 172, 179, 182, 197, 209, 214, 228, 229, 230, 252, 254], "lstmmodel": [9, 182, 196], "drop": [9, 23, 50, 105, 132, 153, 164, 177, 182, 185, 225, 226, 262], "emb": [9, 23, 93, 98, 102, 103, 137, 164, 182, 196, 265], "init_hidden": [9, 98, 182, 196], "new_zero": [9, 196], "corpu": [9, 49, 50, 60, 138, 182, 194], "preprocess": [9, 20, 42, 51, 58, 59, 60, 97, 104, 113, 116, 127, 159, 166, 172, 188, 205], "dictionari": [9, 14, 49, 58, 59, 60, 82, 103, 105, 112, 127, 128, 140, 153, 155, 160, 162, 163, 166, 172, 182, 186, 196], "word2idx": [9, 182], "idx2word": [9, 182], "add_word": [9, 182], "__len__": [9, 45, 51, 104, 136, 161, 179, 182], "train": [9, 10, 12, 16, 17, 18, 20, 23, 32, 34, 37, 38, 41, 42, 43, 46, 47, 51, 54, 56, 57, 58, 59, 60, 63, 64, 65, 67, 68, 69, 73, 75, 79, 82, 85, 91, 92, 94, 96, 97, 98, 100, 102, 103, 104, 105, 111, 113, 116, 118, 119, 121, 123, 126, 129, 130, 134, 138, 143, 147, 148, 149, 150, 151, 154, 155, 156, 159, 162, 163, 164, 165, 169, 172, 173, 176, 177, 179, 184, 186, 188, 192, 195, 197, 201, 202, 212, 222, 225, 226, 228, 242, 244, 246, 251, 252, 254, 255, 258], "utf8": [9, 182], "eo": [9, 49, 60, 113, 116, 118, 128, 166, 182], "idss": [9, 182], "int64": [9, 14, 60, 85, 95, 115, 145, 176, 179, 182, 193], "model_data_filepath": [9, 182], "512": [9, 12, 18, 33, 37, 38, 43, 75, 97, 113, 118, 122, 135, 145, 146, 147, 165, 179, 182, 194, 196, 202, 208, 221, 231, 232, 239], "word_language_model_quant": [9, 182], "map_loc": [9, 20, 49, 60, 73, 112, 134, 172, 182, 231, 238, 241], "input_": [9, 196], "randint": [9, 16, 34, 51, 52, 65, 111, 127, 128, 138, 139, 145, 147, 148, 155, 165, 173, 186, 191, 196, 221], "temperatur": [9, 97, 115], "num_word": [9, 49, 60], "outf": 9, "word_weight": 9, "div": [9, 12, 129, 145, 190, 192, 193, 198], "word_idx": 9, "multinomi": 9, "utf": [9, 49, 111, 127, 128, 138, 166, 209, 264, 265], "19": [9, 12, 17, 23, 60, 95, 127, 145, 161, 175, 185, 187, 202, 239, 265, 268], "all_output": 9, "gpt": [9, 54, 123, 132, 133], "almost": [9, 12, 19, 80, 102, 103, 123, 124, 137, 159, 177, 185], "repackage_hidden": [9, 182], "isinst": [9, 12, 14, 17, 19, 49, 51, 73, 125, 135, 143, 147, 148, 157, 182, 183, 186, 187, 198, 199, 201, 202, 245], "model_": [9, 96, 182], "quantize_dynam": [9, 119, 138, 196, 229, 235], "int8": [9, 19, 95, 138, 159, 178, 185, 186, 198, 200, 201, 222, 224, 229, 235], "quantized_model": [9, 19, 119, 138, 182, 183, 186, 198, 199], "qint8": [9, 119, 138, 180, 196, 229, 235], "print_size_of_model": [9, 19, 138, 182, 183, 186, 198, 199, 235], "mb": [9, 19, 109, 123, 138, 176, 182, 183, 186, 198, 199, 229, 239, 260], "getsiz": [9, 19, 138, 182, 183, 186, 198, 199, 229, 235], "set_num_thread": [9, 138, 159, 182, 186], "time_model_evalu": [9, 138, 182, 186], "nelaps": [9, 182], "1f": [9, 37, 38, 44, 49, 138, 170, 182, 186, 232], "macbook": [9, 19, 138, 166], "pro": [9, 19, 138], "welcom": [9, 19, 138, 186, 188, 189, 196, 205, 223], "dynamic_quantization_tutori": [9, 235], "outsid": [10, 14, 15, 23, 45, 60, 121, 124, 130, 169, 172, 174, 190, 264], "repo": [10, 15, 18, 19, 54, 58, 59, 82, 119, 121, 127, 132, 136, 138, 162, 163, 185, 195], "solut": [10, 17, 52, 60, 112, 121, 135, 145, 150, 155, 172, 173, 177, 192, 194, 202], "pr": [10, 170, 221], "propos": [10, 24, 124, 137, 154, 190, 192], "request": [10, 25, 43, 87, 104, 119, 122, 140, 154, 159, 162, 163, 167, 174, 175, 177, 178, 187, 192, 193, 214, 230], "hardwar": [10, 15, 17, 20, 48, 50, 60, 97, 105, 136, 139, 146, 148, 150, 155, 156, 157, 178, 185, 202, 221, 224, 233], "googl": [10, 17, 21, 24, 25, 42, 49, 52, 75, 104, 119, 121, 137, 138, 160, 161, 169, 205, 209, 262], "tpu": [10, 149, 156], "chip": [10, 178, 189], "layout": [10, 17, 124, 142, 178, 190, 193, 194, 197, 202, 245], "spars": [10, 16, 99, 103, 115, 121, 137, 157, 192, 197], "quantiz": [10, 58, 59, 97, 117, 121, 153, 159, 178, 195, 197, 219, 222, 228, 235, 236, 252, 254], "enforc": [10, 14, 22, 60, 98, 126, 150, 154, 174, 175, 190, 191], "mainli": [10, 14, 15, 18, 138, 145, 169, 173, 200, 201], "haven": [10, 23, 87, 98, 102, 103, 139, 144, 155], "addtion": 10, "identifi": [10, 17, 53, 55, 73, 82, 83, 109, 113, 133, 147, 148, 157, 163, 178, 179, 183, 186, 193, 201, 202], "carri": [10, 14, 49, 52, 97, 101, 132, 137, 148, 166], "privateuse1": [10, 121], "autogradprivateuse1": [10, 15], "privateuse2": [10, 15], "autogradprivateuse2": [10, 15], "privateuse3": [10, 15], "autogradprivateuse3": [10, 15], "tensorimpl": [10, 15, 232, 247], "storag": [10, 15, 20, 101, 112, 125, 137, 139, 147, 148, 160, 169, 190, 192, 193, 203, 210, 224, 231], "dispatchkeyset": [10, 15], "ks": 10, "caffe2": [10, 85, 188], "typemeta": 10, "data_typ": [10, 101], "opaquetensorimpl": 10, "tweak": [10, 49], "overrid": [10, 15, 40, 48, 51, 59, 68, 99, 108, 111, 144, 148, 150, 156, 172, 186, 189, 209], "vulkan": [10, 197, 254], "submit": [10, 221], "dispath": 10, "registrationdeclar": 10, "ab": [10, 13, 85, 92, 95, 173, 183, 194, 208, 235, 239], "schema": [10, 20, 23, 209], "abs_": 10, "abs_out": 10, "absolute_": 10, "absolute_out": 10, "angl": [10, 14, 95, 103], "angle_out": 10, "sgn": 10, "uniqu": [10, 17, 49, 53, 55, 95, 98, 99, 100, 102, 103, 116, 122, 133, 163, 166, 179, 190, 202, 259], "boolean": [10, 73, 137, 174, 175, 254], "impli": [10, 97, 102, 138], "schema_my_op1": 10, "my_op1": 10, "schema_my_op2": 10, "my_op2": 10, "schema_my_op2_backward": 10, "my_op2_backward": 10, "zoom": [10, 82, 126, 169, 172], "1600": [10, 232, 247], "grow": [10, 49, 61, 99, 125, 132, 176], "unrealist": 10, "classifi": [10, 12, 19, 24, 43, 46, 47, 52, 57, 73, 82, 87, 97, 112, 117, 127, 128, 138, 147, 179, 195, 265], "metadata": [10, 17, 22, 94, 142, 160, 170, 174, 175, 202, 262], "accompani": 10, "comment": [10, 136, 153, 166, 189, 190, 206, 221, 223, 233, 264], "sacrif": [10, 157], "max_pool2d": [10, 47, 73, 92, 93, 105, 123, 130, 155, 157, 163, 167, 204, 207, 222, 234, 239], "formula": [10, 97, 142, 160], "mathemat": [10, 13, 43, 48, 64, 101, 136, 160], "worri": [10, 52, 99, 130, 131, 134, 144, 153, 164], "my_op": [10, 23, 209], "op_backward": 10, "proper": [10, 32, 122, 124, 134, 148, 150, 160, 164, 172, 177, 190], "rare": [10, 15, 49, 117, 166], "assumpt": [10, 14, 60, 73, 97, 103, 151], "myadd_schema": 10, "my_add": 10, "setuptool": [10, 156, 169], "_xlac": 10, "torch_xla_sourc": 10, "extra_compile_arg": 10, "library_dir": 10, "extra_link_arg": 10, "make_relative_rpath": 10, "seamlessli": [10, 14, 53, 78, 124, 200], "nm": [10, 151, 221], "torchvsion": 10, "adhoc": 10, "unbox": 10, "potenti": [10, 14, 25, 73, 98, 122, 163, 179, 197, 198, 200, 267], "wiki": [10, 33, 142, 148, 154, 182], "suit": [10, 109, 160, 183, 197, 198, 200], "ship": [10, 44, 61, 92, 113, 251], "guarante": [10, 97, 133, 136, 148, 157, 163, 164, 175, 177, 191], "delet": [10, 17, 83, 125, 130, 134, 153, 164, 172, 185, 189, 204, 254], "old": [10, 19, 103, 112, 113, 119, 157, 169, 182, 183, 194, 224, 229], "until": [10, 16, 49, 60, 82, 113, 122, 128, 135, 136, 137, 145, 153, 160, 162, 163, 164, 169, 190], "interrupt": [10, 53, 87, 166], "quarterli": 10, "cadenc": 10, "announc": [10, 115], "slack": [10, 44, 79], "Not": [10, 16, 58, 59, 113, 134, 159, 174, 260], "search": [10, 18, 49, 75, 113, 121, 126, 145, 157, 174, 175, 185, 205, 262], "instantiate_device_type_test": 10, "testtorchdevicetyp": 10, "testviewop": 10, "testtensordeviceop": 10, "testtypepromot": 10, "etc": [10, 44, 45, 47, 49, 51, 61, 69, 79, 98, 99, 100, 101, 102, 110, 112, 124, 157, 160, 161, 166, 174, 175, 177, 178, 182, 183, 192, 201, 221, 262, 264], "__reduce_ex__": 10, "monkei": 10, "direct": [10, 23, 25, 43, 47, 52, 73, 103, 113, 126, 136, 138, 142, 147, 151, 154, 166, 185, 193, 217, 268], "suppos": [10, 12, 22, 97, 98, 99, 103, 123, 140, 179, 180, 221], "vice": [10, 23, 48, 80, 229], "versa": [10, 23, 48, 80, 229], "Such": [10, 11], "seamless": [10, 78, 200], "coverag": [10, 142, 146, 148, 194, 198, 200], "comprehens": [10, 21, 24, 48, 79, 108, 145, 200], "bahavior": 10, "refactor": [10, 112, 132], "codegen": [10, 145], "dev": [10, 99, 104, 129, 138, 159, 169, 172, 186, 197, 209, 227, 231, 259], "andrew": [11, 180, 199], "gu": 11, "shard": [11, 61, 120, 121, 132, 155, 176, 216], "saw": [11, 14, 21, 23, 49, 59, 60, 99, 101, 142, 143, 146, 147], "skeleton": [11, 14], "implicitli": [11, 43, 49, 123, 131, 165, 201], "particip": [11, 61, 113, 133, 135, 163], "hang": [11, 55, 61, 113, 128], "persist": [11, 22, 264], "earli": [11, 23, 52, 87, 113, 126, 134, 136, 180, 192], "shadow": [11, 196], "hook": [11, 107, 124, 134, 157], "num_input": 11, "device_id": [11, 16, 55, 79, 112, 122, 134, 241, 260], "arbitrarili": [11, 49, 97], "prior": [11, 15, 19, 42, 50, 52, 97, 115, 134, 147, 157, 170, 177, 178, 198], "notabl": [11, 19, 87, 195], "addition": [11, 12, 82, 115, 125, 126, 134, 177, 178, 179, 200], "divide_by_initial_world_s": 11, "world": [11, 14, 18, 23, 42, 54, 58, 59, 99, 103, 115, 124, 126, 136, 140, 144, 147, 150, 156, 161, 162, 163, 194, 264], "nonetheless": [11, 97, 264], "mind": [11, 49, 52, 85, 97, 108, 133, 151, 177, 219, 264], "preliminari": [11, 138], "delv": [11, 145], "insight": [11, 73, 82, 90, 136, 165], "join_hook": 11, "kwarg": [11, 16, 21, 112, 125, 135, 144, 148, 150, 160, 163, 165, 174, 175, 185, 194, 203, 211, 217, 245], "join_devic": 11, "join_process_group": 11, "processgroup": [11, 16, 18, 61, 120, 121, 124, 164, 216, 248], "throw_on_early_termin": 11, "explain": [11, 12, 17, 20, 23, 43, 47, 52, 61, 73, 99, 124, 145, 150, 173, 177, 187, 200, 202], "joinconfig": 11, "_join_config": 11, "main_hook": 11, "repeatedli": [11, 160, 164], "post_hook": 11, "is_last_join": 11, "broadcast": [11, 61, 68, 95, 98, 111, 134, 136, 156], "vacuou": 11, "contextlib": [11, 172], "nullcontext": 11, "conform": [11, 172], "interleav": 11, "syncbatchnorm": [11, 55], "__exit__": 11, "heartbeat": 11, "notify_join_context": 11, "serializ": 11, "fulli": [11, 12, 14, 15, 17, 20, 21, 22, 47, 78, 82, 87, 108, 110, 117, 120, 121, 126, 132, 148, 151, 158, 161, 163, 165, 169, 177, 183, 192, 195, 198, 202, 221], "proceed": [11, 47, 97, 108], "overlap": [11, 21, 56, 61, 122, 123, 127, 132, 134, 150, 169, 172, 177], "moreov": [11, 61, 190, 221], "permit": [11, 264], "customiz": [11, 137, 196], "idea": [11, 23, 24, 60, 73, 85, 97, 99, 100, 101, 103, 124, 130, 137, 145, 150, 154, 161, 162, 164, 166, 177, 190, 206, 264], "counterjoinhook": 11, "sync_max_count": 11, "all_reduc": [11, 61, 122, 123, 136, 156], "get_rank": [11, 134, 136], "process_group": 11, "common_rank": 11, "find_common_rank": 11, "max_count": 11, "__call__": [11, 51, 68, 111, 148, 157], "meth": [11, 14, 264], "to_consid": 11, "reduceop": [11, 122, 123, 136], "highlight": [11, 49, 60, 85, 90, 94, 114, 120, 122, 165, 169, 173, 221, 264], "alexi": 12, "jacq": 12, "winston": 12, "her": [12, 42, 113, 156], "leon": [12, 113], "gati": 12, "alexand": 12, "ecker": 12, "matthia": 12, "bethg": 12, "artist": 12, "distanc": [12, 63, 64, 67, 68, 69, 97, 111], "d_c": 12, "d_": [12, 96], "indispens": [12, 160], "pil": [12, 20, 41, 51, 58, 59, 90, 117, 119, 140, 147, 159, 172, 179, 205, 214, 230], "pretrain": [12, 20, 24, 42, 43, 58, 59, 73, 75, 103, 113, 117, 119, 121, 138, 140, 158, 159, 166, 172, 177, 178, 182, 183, 186, 188, 189, 195, 196, 198, 199, 200, 205, 207, 214, 221, 223, 224, 258], "vgg19": [12, 148], "vgg19_weight": 12, "throughout": [12, 25, 52, 102, 136, 150, 153, 160, 170, 177, 178, 192], "set_default_devic": [12, 63, 111, 231, 233], "resiz": [12, 19, 20, 47, 51, 52, 75, 90, 117, 119, 137, 140, 147, 158, 169, 183, 198, 199, 214, 221, 230, 255], "unabl": [12, 23, 139, 155, 185, 192], "caff": 12, "picasso": 12, "imsiz": 12, "image_load": 12, "image_nam": [12, 51], "style_img": 12, "content_img": 12, "reconvert": 12, "correctli": [12, 49, 52, 58, 59, 60, 73, 78, 114, 127, 142, 148, 153, 157, 159, 172, 173, 175, 192, 199, 225, 226, 254], "unload": 12, "topilimag": 12, "ion": [12, 14, 51, 117, 158, 161, 167], "titl": [12, 14, 17, 34, 51, 52, 73, 90, 117, 127, 137, 158, 160, 161, 166, 172, 179, 196, 226], "paus": [12, 51, 117, 161, 162, 199], "f_": [12, 160], "xl": [12, 220], "w_": [12, 103], "cl": [12, 75, 126, 138, 184, 245], "squar": [12, 47, 51, 63, 64, 67, 68, 69, 71, 97, 111, 130, 131, 147, 154, 157, 161, 165, 180], "contentloss": 12, "throw": [12, 23, 61, 118, 140, 162, 174, 175], "mse_loss": [12, 97, 231], "recomput": [12, 97, 130, 132, 154], "act": [12, 22, 43, 49, 113, 126, 137, 157, 161, 163], "gram": 12, "g_": [12, 264], "hat": [12, 102, 113], "counteract": 12, "caus": [12, 15, 21, 22, 61, 73, 82, 119, 125, 145, 159, 162, 166, 169, 172, 175, 177, 178, 190, 196, 229, 233, 254, 262], "pool": [12, 18, 44, 52, 61, 87, 92, 94, 96, 97, 110, 112, 116, 170, 176, 178, 195, 240, 241, 242, 243, 244, 249, 250, 251], "tend": [12, 17, 97, 185, 202], "gram_matrix": 12, "f_xl": 12, "sl": 12, "styleloss": 12, "target_featur": 12, "vgg": 12, "child": [12, 60, 103, 109, 169, 186, 265], "connect": [12, 47, 59, 87, 103, 110, 117, 124, 136, 142, 144, 151, 157, 158, 159, 161, 177, 201, 209, 219, 224, 264], "cnn": [12, 45, 97, 119, 121, 147, 151, 154, 155, 167, 172, 178, 179, 200, 221, 229], "485": [12, 19, 51, 58, 59, 90, 97, 117, 140, 158, 159, 167, 183, 198, 199, 205, 214, 230], "456": [12, 19, 51, 58, 59, 90, 97, 117, 140, 158, 159, 167, 183, 198, 199, 205, 214, 230], "406": [12, 19, 51, 58, 59, 90, 97, 117, 140, 158, 159, 167, 183, 198, 199, 205, 214, 230], "229": [12, 19, 51, 58, 59, 90, 97, 117, 140, 158, 159, 167, 183, 198, 199, 205, 214, 230], "225": [12, 19, 51, 58, 59, 90, 97, 109, 117, 140, 158, 159, 167, 183, 198, 199, 205, 214, 230], "cnn_normalization_mean": 12, "cnn_normalization_std": 12, "height": [12, 43, 47, 58, 59, 78, 95, 147, 149, 153, 172, 178, 179, 264], "width": [12, 19, 43, 44, 47, 58, 59, 78, 95, 126, 147, 149, 150, 151, 153, 172, 178, 179, 264], "img": [12, 20, 34, 44, 51, 90, 92, 94, 96, 117, 119, 121, 140, 158, 170, 172, 179, 230, 259], "maxpool2d": [12, 44, 47, 78, 87, 92, 93, 94, 96, 97, 112, 135, 144, 167, 170, 240, 241, 242, 243, 244, 249, 250, 251], "align": [12, 150, 165, 166, 179, 191, 196, 264], "depth": [12, 43, 52, 56, 61, 101, 125, 145, 200, 235, 262], "immedi": [12, 18, 21, 48, 52, 102, 135, 136, 153, 162, 163, 166, 169, 185], "content_layers_default": 12, "conv_4": 12, "style_layers_default": 12, "conv_1": 12, "conv_2": 12, "conv_3": 12, "conv_5": 12, "get_style_model_and_loss": 12, "normalization_mean": 12, "normalization_std": 12, "content_lay": 12, "style_lay": 12, "content_loss": 12, "style_loss": 12, "conv": [12, 19, 52, 90, 110, 130, 143, 144, 148, 157, 158, 163, 178, 182, 183, 201, 219, 224, 227, 239, 240, 254], "children": [12, 169], "conv_": 12, "relu_": [12, 130, 201, 207], "plai": [12, 44, 49, 52, 79, 97, 99, 115, 121, 160, 178, 200], "pool_": 12, "bn_": 12, "runtimeerror": [12, 22, 118, 128, 156, 159, 165, 174, 175, 204], "unrecogn": 12, "__class__": [12, 52, 78, 148, 245], "add_modul": 12, "content_loss_": 12, "style_loss_": 12, "input_img": [12, 90, 230], "bfg": 12, "get_input_optim": 12, "closur": [12, 174, 175], "reevalu": 12, "exce": [12, 73, 130, 176, 229], "run_style_transf": 12, "num_step": [12, 162], "style_weight": 12, "1000000": 12, "content_weight": 12, "clamp_": 12, "style_scor": 12, "content_scor": 12, "sphinx_gallery_thumbnail_numb": [12, 127], "ioff": [12, 51, 117, 158, 161, 167], "neural_style_tutori": 12, "paszk": [13, 136, 161], "dziedzic": 13, "shall": [13, 47, 52, 103], "learnabl": [13, 47, 67, 68, 69, 111, 112, 121, 203], "badfftfunct": 13, "fft": [13, 173], "rfft2": 13, "irfft2": 13, "numpy_input": 13, "numpy_go": 13, "incorrect_fft": 13, "literatur": [13, 161], "confusingli": 13, "correl": [13, 82, 145], "flip": [13, 21, 146], "wrt": [13, 130, 131], "np": [13, 14, 17, 19, 20, 40, 44, 48, 51, 52, 60, 71, 73, 75, 80, 90, 92, 94, 95, 96, 98, 104, 109, 111, 117, 119, 138, 147, 150, 158, 159, 164, 166, 167, 170, 172, 173, 183, 186, 191, 194, 196, 198, 199, 202, 205, 230, 247], "convolve2d": 13, "correlate2d": 13, "scipyconv2dfunct": 13, "as_tensor": [13, 75, 192], "grad_filt": 13, "from_numpi": [13, 40, 48, 51, 80, 95, 109, 162, 164, 173], "scipyconv2d": 13, "filter_width": 13, "filter_height": 13, "gradcheck": [13, 130, 131, 142, 248], "moduleconv": 13, "atol": [13, 17, 20, 139, 151, 155, 202], "numpy_extensions_tutori": 13, "freeli": 14, "inspir": [14, 60, 116, 136, 146, 151, 165, 206], "v1": [14, 17, 61, 95, 135, 137, 161, 162, 164, 182, 193, 202, 232, 259], "openai": [14, 121, 147, 160, 161, 162, 164], "farama": [14, 160], "gymnasium": [14, 160, 161], "encount": [14, 49, 60, 110, 122, 145, 173, 254], "undertaken": 14, "broader": [14, 25], "challeng": [14, 101, 102, 123, 124, 136, 143, 154, 161, 172], "wider": [14, 146], "acquaint": 14, "set_se": [14, 138, 186], "avenu": [14, 85], "backpropag": [14, 37, 38, 43, 47, 49, 73, 98, 99, 100, 102, 103, 125, 147], "defaultdict": [14, 17, 75, 160, 202], "boundedtensorspec": 14, "unboundedcontinuoustensorspec": 14, "unsqueezetransform": 14, "_apply_to_composit": 14, "check_env_spec": [14, 160], "step_mdp": [14, 137], "default_x": 14, "pi": [14, 63, 64, 65, 67, 68, 69, 71, 72, 89, 95, 111, 121, 161, 264], "default_i": 14, "_set_se": 14, "torqu": 14, "upward": 14, "angular": 14, "stand": [14, 85, 113, 147, 193, 264], "equat": [14, 52, 138, 160, 161, 264], "motion": [14, 264], "veloc": [14, 161], "theta": [14, 73, 99, 160, 167, 264], "_t": [14, 147], "theta_t": 14, "dt": [14, 147, 264], "rad": 14, "sec": [14, 123, 138, 231], "gravit": 14, "mass": 14, "accord": [14, 15, 24, 112, 115, 119, 145, 147, 157, 161, 165, 172, 193, 203], "theta_": [14, 147], "deleg": [14, 21, 121, 144, 188, 198], "privat": [14, 15, 23, 58, 59, 115, 156, 157, 190, 209], "merg": [14, 20, 22, 45, 159, 161, 172, 221], "is_shar": 14, "modif": [14, 15, 19, 20, 21, 87, 98, 130, 136, 157, 160, 163, 167, 170, 174, 175, 183, 195], "new_th": 14, "plu": [14, 98, 99, 115, 128], "new_thdot": 14, "neg": [14, 21, 49, 90, 98, 99, 104, 113, 138, 145, 157, 160, 230, 254], "discourag": [14, 48, 160], "thdot": 14, "g_forc": 14, "clamp": [14, 73, 95, 198, 207], "max_torqu": 14, "angle_norm": 14, "max_spe": 14, "omit": [14, 23, 109, 145, 160, 178, 182, 195, 198, 199, 200, 239], "agent": [14, 61, 121, 161, 162, 164, 167], "mandatori": [14, 142, 160], "is_empti": 14, "gen_param": 14, "high_th": 14, "high_thdot": 14, "low_th": 14, "low_thdot": 14, "simultan": [14, 15, 22, 25, 43, 56, 121, 126, 136, 159], "rng": [14, 136], "domain": [14, 24, 49, 50, 73, 108, 121, 160, 194, 265], "accur": [14, 19, 73, 87, 109, 126, 144, 164, 173, 192], "lazili": [14, 153], "costli": [14, 125], "reward_spec": [14, 160], "done_spec": 14, "input_spec": [14, 160, 174], "state_spec": 14, "output_spec": [14, 174], "trivial": [14, 51, 56, 125, 140, 203, 210, 254], "neither": [14, 150, 180], "shortcut": 14, "tensorspec": [14, 188], "irrelev": [14, 156], "_make_spec": 14, "td_param": 14, "make_composite_from_td": 14, "unbound": 14, "incorpor": [14, 97, 137, 165, 265], "pseudo": [14, 24], "manual_se": [14, 17, 19, 25, 52, 73, 92, 95, 97, 98, 99, 101, 102, 103, 118, 122, 123, 130, 136, 138, 139, 146, 155, 162, 183, 186, 194, 198, 199, 202, 235, 260], "pendulumenv": 14, "expand": [14, 15, 49, 60, 98, 101, 105, 113, 145, 170, 178, 188, 194, 195, 210], "batch_lock": 14, "homonym": 14, "render_mod": [14, 147], "human": [14, 20, 49, 73, 110, 115, 128, 138, 140, 147, 166, 172, 214, 264], "rgb_arrai": 14, "render_fp": 14, "random_": [14, 16, 60, 135, 150, 162], "_make_step": 14, "rand_step": 14, "randomli": [14, 44, 51, 52, 65, 71, 72, 87, 111, 128, 138, 147, 161, 166, 186], "invers": [14, 95, 191], "showcas": [14, 23, 65, 122, 151, 153, 177, 178, 187, 197], "unsqueeze_dim": 14, "summar": [14, 49, 51, 114, 119, 120, 122, 126, 138, 144, 169, 178], "_apply_transform": 14, "_call": 14, "inv": 14, "_inv_apply_transform": 14, "eventu": [14, 130, 137], "out_keys_inv": 14, "subset": [14, 21, 23, 58, 59, 60, 85, 87, 97, 107, 117, 136, 156, 158, 172, 174, 175, 179, 192, 193, 254], "unitari": 14, "raw": [14, 23, 44, 49, 61, 68, 82, 104, 113, 118, 119, 174, 175, 179, 262], "sintransform": 14, "ob": [14, 147, 164, 201], "tensordict_reset": 14, "transform_observation_spec": 14, "costransform": 14, "t_sin": 14, "t_co": 14, "del_kei": 14, "cat_transform": 14, "met": [14, 123], "mdp": 14, "gather": [14, 49, 55, 79, 123, 124, 134, 136, 137, 144, 160, 161, 197, 206], "simple_rollout": 14, "_data": [14, 73], "keep_oth": 14, "unexplor": 14, "abil": [14, 23, 60, 61, 112, 124, 125, 136, 167, 170, 173, 192, 207], "recreat": [14, 43, 176, 209], "auto_reset": 14, "lazylinear": [14, 160], "clip": [14, 20, 49, 73, 117, 158, 160, 161, 167], "20_000": [14, 137], "cosineannealinglr": [14, 110, 160], "init_td": 14, "traj_return": 14, "last_reward": [14, 162, 164], "is_ipython": [14, 161], "inlin": [14, 25, 52, 60, 89, 92, 143, 145, 161, 190, 197, 204, 265, 268], "get_backend": [14, 161], "ipython": [14, 18, 52, 104, 109, 149, 161], "figsiz": [14, 34, 52, 73, 158, 160, 170, 179], "gcf": [14, 161], "clear_output": [14, 161], "scratch": [14, 43, 49, 53, 97, 98, 112, 114, 117, 118, 127, 128, 166, 254], "advanc": [15, 17, 19, 23, 43, 58, 59, 87, 100, 105, 107, 108, 120, 121, 134, 172, 177, 190, 193, 197, 200, 202, 206, 221, 222, 235, 265], "verif": [15, 163], "rapid": [15, 193], "manufactur": [15, 60], "imposs": [15, 98, 153, 206], "began": 15, "enhanc": [15, 115, 140, 167, 200, 229, 264], "rapidli": 15, "wrapper_custom_tensor_add": 15, "torch_fn": 15, "custom_cpu_fallback": 15, "operatorhandl": 15, "hint": [15, 18, 97, 98, 102, 108, 125, 136, 162, 169], "cpu_fallback": 15, "cppfunction": 15, "makefromboxedfunct": 15, "cumtomselufunct": 15, "selu": [15, 110], "wrapper_autogradcumstom__selu": 15, "wrapper_autogradcustom__selu": 15, "autocastprivateuse1": 15, "autocast": [15, 17, 200, 202, 208, 221, 248, 255], "kernel_privateuseon": 15, "makefallthrough": 15, "backendmodul": 15, "_register_device_modul": 15, "backend_nam": 15, "get_amp_supported_dtyp": 15, "is_autocast_en": 15, "get_autocast_dtyp": 15, "set_autocast_dtyp": 15, "set_autocast_en": 15, "generatorimpl": 15, "builder": 15, "register_generator_privateuse1": 15, "customgeneratorimpl": 15, "make_custom_gener": 15, "deviceindex": 15, "device_index": 15, "make_gener": 15, "make_cumstom_gener": 15, "event": [15, 22, 82, 109, 113, 122, 123, 162, 173, 178], "deviceguard": 15, "deviceguardimplinterfac": 15, "c10_register_guard_impl": 15, "customguardimpl": 15, "backend_meta_": 15, "extrameta": 15, "backendmeta": 15, "custombackendmetadata": 15, "unordered_map": 15, "tensorbackendmetaregistri": 15, "for_seri": 15, "for_deseri": 15, "timer": [15, 17, 52, 118, 139, 146, 155, 165, 166, 185, 188, 202, 211, 252], "ascend": [15, 52, 83], "npu": [15, 188, 224], "meet": [15, 50, 52, 203], "usabl": [15, 112, 137, 143], "compli": [15, 60], "habit": [15, 267], "torch_npu": 15, "exclus": [15, 23, 157], "strongli": [15, 137, 154, 264], "rename_privateuse1_backend": 15, "register_privateuse1_backend": 15, "unsupported_dtyp": 15, "quint8": [15, 180], "generate_methods_for_privateuse1_backend": 15, "for_tensor": 15, "for_modul": 15, "for_storag": 15, "is_npu": 15, "yi": [16, 174, 175], "wang": [16, 24, 108, 145, 147], "paradigm": [16, 17, 61, 97, 120, 134, 135, 163, 164, 202], "dens": [16, 17, 147, 190, 194, 202], "fc": [16, 43, 45, 115, 117, 135, 147, 150, 151, 158, 203], "hybrid": [16, 84, 110], "pipedream": 16, "embeddingbag": [16, 18, 115], "respond": [16, 147, 163], "amongst": [16, 191], "themselv": [16, 192, 198], "remotemodul": 16, "kick": [16, 43, 113, 153, 162, 163, 164], "remot": [16, 61, 120, 126, 135, 162, 163, 164, 169, 213], "hybridmodel": 16, "allreduc": [16, 61, 82, 123, 124, 134, 156, 248], "firstli": [16, 108, 145, 161], "tcp": [16, 55, 132, 133, 136, 213], "_run_train": [16, 164], "rpc_async": [16, 135, 162, 164], "shut": [16, 163], "29501": 16, "ps": [16, 61, 162, 163, 164, 196], "remote_emb_modul": 16, "num_embed": [16, 18, 110, 176], "embedding_dim": [16, 18, 93, 98, 102, 103, 110, 176], "fut": [16, 21, 162, 164], "trainer_rank": 16, "trainer_nam": 16, "gloo": [16, 134, 136, 156, 169, 176, 260], "offset": [16, 17, 115, 202, 256], "emb_lookup": 16, "distributedoptim": [16, 135, 163, 164, 213, 217], "remote_paramet": 16, "cannnot": 16, "aggreg": [16, 43, 109, 147, 172, 191, 239], "model_parameter_rref": 16, "get_next_batch": [16, 162, 164], "num_indic": 16, "longtensor": [16, 49, 60, 80, 99, 103, 128, 135, 150, 162, 164, 166], "offsets_tensor": 16, "dist_autograd": [16, 135, 163, 164], "context_id": [16, 135, 163, 164], "tun": 16, "jess": [17, 202], "cai": [17, 202], "seek": [17, 85, 202], "grain": [17, 34, 61, 122, 136, 169, 202], "2n": [17, 202], "degrad": [17, 73, 202, 229], "sparsifi": [17, 121, 157, 202], "answer": [17, 49, 75, 99, 103, 136, 138, 144, 153, 166, 202, 254], "tune": [17, 19, 82, 97, 113, 120, 121, 123, 126, 158, 159, 177, 185, 186, 202, 222], "recov": [17, 61, 122, 123, 134, 148, 199, 202], "nearli": [17, 170, 202], "f1": [17, 138, 173, 186, 202], "vs": [17, 18, 52, 78, 94, 122, 155, 169, 170, 177, 178, 185, 192, 195, 197, 198, 201, 202, 220], "3x": [17, 64, 111, 178, 202, 224], "beginn": [17, 35, 45, 46, 77, 84, 91, 100, 106, 120, 202, 204, 205, 235], "to_sparse_semi_structur": [17, 202], "sparsesemistructuredtensor": [17, 202], "_force_cutlass": [17, 202], "tile": [17, 172, 202, 208], "3072": [17, 97, 148, 202], "2560": [17, 202], "10240": [17, 202], "inference_mod": [17, 130, 172, 202], "dense_output": [17, 202], "dense_t": [17, 202], "stmt": [17, 139, 146, 150, 155, 165, 185, 202, 211, 232, 247], "blocked_autorang": [17, 165, 202, 211, 232], "median": [17, 173, 185, 202, 232, 247], "1e3": [17, 185, 202, 235], "sparse_output": [17, 202], "sparse_t": [17, 202], "a100": [17, 122, 125, 155, 173, 176, 185, 202], "80gb": [17, 202], "870m": [17, 202], "630m": [17, 202], "382x": [17, 202], "allclos": [17, 125, 139, 142, 145, 146, 151, 154, 155, 165, 173, 202, 206, 232], "motiv": [17, 73, 145, 163, 180, 187, 191, 192, 194, 202], "affect": [17, 97, 113, 131, 150, 177, 202], "swap": [17, 51, 99, 110, 124, 138, 160, 183, 185, 186, 194, 196, 199, 202], "compress": [17, 90, 157, 190, 193, 202, 210], "drawback": [17, 103, 202], "2020": [17, 202], "amper": [17, 122, 151, 155, 202, 231], "cutlass": [17, 202], "cusparselt": [17, 202], "milder": [17, 202], "account": [17, 50, 137, 153, 166, 170, 186, 202], "retrain": [17, 202, 228], "sweet": [17, 202], "spot": [17, 127, 202], "2x": [17, 85, 121, 131, 153, 177, 178, 182, 202], "theoret": [17, 52, 190, 202], "granular": [17, 122, 145, 178, 186, 202, 239, 248], "fp16": [17, 122, 148, 185, 189, 202], "resnet": [17, 43, 44, 79, 125, 135, 150, 158, 169, 183, 196, 198, 199, 200, 202, 224, 229, 248], "imagenet": [17, 44, 51, 79, 117, 119, 140, 158, 159, 183, 198, 199, 202, 214, 230], "76": [17, 148, 164, 202, 232], "resnext": [17, 202], "101_32x8d": [17, 202], "xception": [17, 202], "ssd": [17, 202, 248], "rn50": [17, 202], "coco2017": [17, 202], "bbap": [17, 202], "maskrcnn": [17, 202], "fairseq": [17, 202], "en": [17, 21, 33, 49, 60, 99, 113, 118, 142, 154, 166, 172, 202, 262], "de": [17, 18, 22, 49, 60, 113, 116, 118, 166, 202], "wmt14": [17, 202], "bleu": [17, 202], "squad": [17, 145, 202], "workflow": [17, 19, 58, 59, 82, 86, 87, 123, 174, 193, 197, 201, 202], "perspect": [17, 23, 101, 160, 178, 202], "subproblem": [17, 202], "handoff": [17, 202], "anticip": [17, 202], "area": [17, 113, 170, 179, 185, 193, 202, 266], "colab": [17, 18, 24, 25, 42, 48, 75, 94, 104, 115, 119, 121, 137, 138, 146, 158, 160, 161, 172, 176], "panda": [17, 34, 51, 73, 119, 172], "wandb_dis": 17, "ao": [17, 19, 180, 182, 183, 185, 198, 199, 200, 202], "weightnormsparsifi": [17, 202], "hug": [17, 75, 145], "face": [17, 44, 51, 52, 60, 73, 75, 79, 113, 145, 198], "preprocess_validation_funct": [17, 202], "strip": [17, 49, 75, 127, 128, 166, 202], "max_length": [17, 49, 60, 75, 128, 138, 166, 186, 202, 254], "384": [17, 188, 202], "only_second": [17, 202], "return_overflowing_token": [17, 202], "return_offsets_map": [17, 202], "sample_map": [17, 202], "pop": [17, 22, 98, 138, 186, 202], "overflow_to_sample_map": [17, 202], "example_id": [17, 202], "input_id": [17, 75, 122, 124, 138, 145, 166, 186, 202], "sample_idx": [17, 34, 202], "sequence_id": [17, 202], "offset_map": [17, 202], "preprocess_train_funct": [17, 202], "start_posit": [17, 202], "end_posit": [17, 202], "start_char": [17, 202], "answer_start": [17, 202], "end_char": [17, 202], "idx": [17, 19, 34, 51, 75, 98, 102, 103, 109, 115, 158, 159, 166, 170, 179, 202, 239], "context_start": [17, 202], "context_end": [17, 202], "compute_metr": [17, 138, 186, 202], "start_logit": [17, 202], "end_logit": [17, 202], "n_best": [17, 202], "max_answer_length": [17, 202], "example_to_featur": [17, 202], "predicted_answ": [17, 202], "feature_index": [17, 202], "start_index": [17, 202], "argsort": [17, 202], "tolist": [17, 51, 113, 179, 202], "end_index": [17, 202], "logit_scor": [17, 202], "score": [17, 49, 60, 98, 102, 103, 109, 138, 149, 165, 166, 179, 186, 202], "best_answ": [17, 202], "prediction_text": [17, 202], "theoretical_answ": [17, 202], "ex": [17, 73, 202, 265, 267], "measure_execution_tim": [17, 202], "dataset_for_model": [17, 202], "remove_column": [17, 202], "set_format": [17, 202], "batch_size_to_time_sec": [17, 202], "column_nam": [17, 202], "baseline_predict": 17, "p50": [17, 202], "model_c": [17, 185], "fullgraph": [17, 129, 165, 173, 211, 212, 256], "_compil": 17, "new_predict": 17, "model_nam": [17, 49, 60, 122, 185, 200, 202, 221], "autotoken": [17, 122, 202], "from_pretrain": [17, 75, 122, 138, 145, 186, 202, 221], "automodelforquestionansw": [17, 202], "val": [17, 19, 22, 117, 118, 122, 149, 158, 159, 183, 198, 199, 202], "squad_dataset": [17, 202], "load_dataset": [17, 75, 122, 202], "tokenized_squad_dataset": [17, 202], "data_col": [17, 202], "datacollatorwithpad": [17, 202], "segment": [17, 121, 185, 202, 205, 223], "wikipedia": [17, 33, 142, 154, 202], "articl": [17, 113, 116, 202], "training_arg": [17, 202], "trainingargu": [17, 202], "num_train_epoch": [17, 138, 202], "lr_scheduler_typ": [17, 202], "per_device_train_batch_s": [17, 202], "per_device_eval_batch_s": [17, 202], "logging_step": 17, "runner": 17, "max_step": [17, 75], "report_to": 17, "train_dataset": [17, 55, 97, 115, 122, 202, 221, 255], "eval_dataset": [17, 138, 186, 202], "fair": [17, 97, 103, 113, 194, 195, 202], "fp16_baselin": [17, 202], "fp16_time": [17, 202], "cuda_fp16": [17, 202], "pd": [17, 34, 51, 119, 172], "df": [17, 83, 119, 126], "datafram": [17, 82, 119, 126, 172], "log_histori": 17, "lowest": [17, 61, 123, 157, 202], "satisfi": [17, 126, 174, 175, 196, 202, 203], "sparsity_level": [17, 202], "sparse_block_shap": [17, 202], "zeros_per_block": [17, 202], "sparse_config": [17, 202], "tensor_fqn": [17, 202], "fqn": [17, 202, 215], "named_modul": [17, 143, 157, 202, 240], "anytim": [17, 202], "pruner": [17, 202], "update_mask": [17, 202], "shot": [17, 113, 162, 202], "squash_mask": [17, 202], "set_printopt": [17, 202, 232], "edgeitem": [17, 202], "sparse_loss": 17, "quickstart": [17, 35, 202, 225], "metrics_spars": [17, 202], "sparse_perf": [17, 202], "perf": [17, 178, 189, 202], "28x": [17, 202], "bs": [17, 104, 145, 202], "amen": [17, 202], "spent": [17, 82, 113, 165, 169, 177, 178, 202], "delta": [17, 125, 145, 146, 147, 155, 161, 202, 232, 247], "exact": [17, 97, 112, 130, 140, 165, 174, 175, 186, 198, 199, 202], "53": [17, 148, 202, 220, 239, 265], "93": [17, 109, 164, 202, 232], "15": [17, 23, 24, 45, 52, 58, 59, 73, 90, 92, 93, 116, 117, 147, 158, 170, 172, 179, 188, 202, 204, 220, 232, 247, 264, 268], "54": [17, 148, 150, 178, 232], "71x": [17, 178], "74": [17, 119, 164, 186, 232], "23x": 17, "71": [17, 19, 21, 51, 145, 164], "59": [17, 115, 159, 172, 232, 239], "22x": 17, "286": [17, 148, 172, 202], "65": [17, 51, 164, 179, 219, 232], "247": [17, 164], "63": [17, 229, 239], "14x": 17, "02x": 17, "ye": [17, 50, 78, 99, 138, 153, 188], "18x": [17, 202], "13x": 17, "159": 17, "142": 17, "12x": 17, "semi_structured_spars": 17, "embeddingplann": [18, 121], "conda": [18, 23, 82, 90, 94, 136, 145, 176, 185, 188, 189, 197, 222, 224, 230, 246, 247], "cudatoolkit": [18, 176], "sudo": [18, 169, 207], "rm": [18, 213, 224], "miniconda3": [18, 22, 247], "py37_4": 18, "sh": [18, 134, 189, 195, 205, 207, 219, 223, 224, 227], "anaconda": [18, 82, 136], "chmod": 18, "fbgemm": [18, 19, 119, 176, 180, 182, 183, 229], "cp": [18, 207, 209, 214, 259], "restart": [18, 23, 58, 59, 133, 161], "newli": [18, 49, 117, 136], "python37": 18, "dynload": 18, "enviro": 18, "spmd": [18, 124, 215], "mimic": [18, 19, 97, 150, 158, 185, 186, 190], "launcher": [18, 209], "embeddingbagcollect": 18, "bag": [18, 34, 38, 94, 96, 115, 170, 176], "ebc": [18, 176], "parameterconstraint": 18, "placement": [18, 177], "intra": [18, 21, 122, 124, 138], "interconnect": [18, 76, 177], "nvlink": [18, 124, 213], "data_parallel": [18, 79], "meta": [18, 49, 124, 126, 139, 155, 160, 174, 175, 176, 177, 178, 201, 203, 240, 245, 252, 256, 268], "planner": 18, "embedding_typ": 18, "embeddingcomputekernel": 18, "shardingtyp": 18, "large_table_cnt": 18, "small_table_cnt": 18, "large_t": 18, "embeddingbagconfig": [18, 176], "large_table_": 18, "feature_nam": [18, 176], "large_table_feature_": 18, "poolingtyp": [18, 176], "small_tabl": 18, "small_table_": 18, "small_table_feature_": 18, "gen_constraint": 18, "sharding_typ": 18, "table_wis": 18, "large_table_constraint": 18, "small_table_constraint": 18, "mimick": 18, "single_rank_execut": 18, "embeddingbagcollectionshard": 18, "model_parallel": 18, "embeddingshardingplann": 18, "topolog": [18, 138, 186, 221], "moduleshard": 18, "shardingenv": 18, "init_distributed_single_host": 18, "pyre": 18, "fixm": 18, "set_devic": [18, 53, 55, 122, 123, 187, 215, 216], "compute_devic": 18, "pg": 18, "sharder": [18, 176], "shardingplan": 18, "collective_plan": 18, "sharded_model": 18, "from_process_group": 18, "spmd_sharing_simul": 18, "get_context": 18, "exitcod": 18, "medium": [18, 122, 179, 264], "large_table_0": 18, "parametershard": 18, "compute_kernel": 18, "batched_fus": 18, "sharding_spec": 18, "enumerableshardingspec": 18, "shardmetadata": 18, "shard_offset": 18, "shard_siz": 18, "large_table_1": 18, "small_table_0": 18, "small_table_1": 18, "finer": [18, 34, 61, 178, 239], "halv": [18, 109], "row_wis": 18, "imbal": [18, 177], "vertic": [18, 21, 262, 264], "column_wis": 18, "unfortu": 18, "batched_dens": 18, "raghuraman": [19, 138, 158], "krishnamoorthi": [19, 138, 158], "jerri": [19, 182, 183, 184, 198, 200, 201], "zhang": [19, 182, 183, 184, 198, 200, 201, 215, 216], "decreas": [19, 49, 73, 83, 97, 103, 124, 147, 177, 178, 193, 224, 254], "mobilenetv2": [19, 189, 197, 199, 224], "dataload": [19, 33, 35, 37, 38, 44, 45, 52, 55, 73, 75, 87, 92, 94, 96, 97, 113, 115, 117, 118, 122, 123, 130, 136, 138, 149, 158, 163, 166, 167, 169, 170, 172, 179, 183, 186, 198, 199, 221, 222, 236, 237, 248, 251, 255], "filterwarn": [19, 51, 149, 160, 172, 183, 190, 191, 192, 193, 198, 199], "deprecationwarn": [19, 183, 198, 199], "seed": [19, 25, 52, 73, 97, 122, 123, 136, 138, 162, 164, 183, 186, 194, 198, 199, 232], "191009": [19, 25, 183, 198, 199], "floatfunct": 19, "quantstub": [19, 183, 219, 224, 229], "dequantstub": [19, 183, 219, 224, 229], "relu6": [19, 110], "_make_divis": 19, "divisor": 19, "min_valu": 19, "tf": [19, 94], "divis": [19, 166, 194], "tensorflow": [19, 94, 98, 100, 111], "blob": [19, 23, 33, 108, 123, 143, 169, 180, 183, 207, 217, 262], "slim": [19, 111], "mobilenet": [19, 58, 59, 121, 159, 195], "new_v": 19, "round": [19, 108, 115, 122, 147, 162], "convbnrelu": 19, "in_plan": [19, 135], "out_plan": [19, 135], "kernel_s": [19, 97, 104, 123, 130, 135, 147, 154, 167, 180, 219, 222], "momentum": [19, 43, 44, 65, 69, 87, 92, 94, 96, 104, 111, 112, 117, 130, 136, 158, 162, 169, 170, 179, 180, 199, 217, 219, 221, 222, 242, 243, 244, 250, 251, 255], "invertedresidu": 19, "oup": 19, "expand_ratio": 19, "hidden_dim": [19, 93, 98, 102], "use_res_connect": 19, "pw": 19, "dw": 19, "skip_add": 19, "num_class": [19, 24, 42, 75, 97, 115, 135, 149, 150, 162, 170, 172, 179], "width_mult": 19, "inverted_residual_set": 19, "round_nearest": 19, "v2": [19, 58, 59, 95, 97, 114, 137, 145, 159, 179, 193, 208], "input_channel": 19, "last_channel": 19, "1280": [19, 179, 185], "160": [19, 138, 164, 172, 219, 232, 239], "320": [19, 78, 167, 222], "valueerror": [19, 49, 60, 147, 191, 217], "invert": [19, 121, 160, 191], "residu": [19, 124], "output_channel": 19, "quant": [19, 158, 180, 186, 195, 198, 201, 219, 224, 229], "dequant": [19, 158, 180, 183, 185, 186, 195, 196, 198, 200, 201, 219, 222, 224, 229], "init": [19, 20, 22, 23, 52, 59, 99, 118, 130, 135, 154, 160, 195, 203, 219, 223, 226, 259], "kaiming_normal_": [19, 135], "fan_out": [19, 135], "zeros_": 19, "ones_": 19, "normal_": [19, 52], "bn": [19, 130, 143, 144, 158, 180, 182, 199, 219, 224], "fuse_model": [19, 158, 195, 196], "is_qat": [19, 180, 199, 200], "fuse_modul": [19, 158], "fuse_modules_qat": 19, "averagemet": [19, 183, 198, 199], "fmt": [19, 150, 183, 198, 199, 210], "avg": [19, 37, 38, 127, 183, 198, 199, 220, 239], "__str__": [19, 183, 198, 199], "fmtstr": [19, 183, 198, 199], "__dict__": [19, 49, 60, 183, 198, 199, 200, 245], "topk": [19, 49, 90, 127, 128, 166, 183, 198, 199, 222, 258], "maxk": [19, 58, 59, 183, 198, 199], "pred": [19, 37, 38, 104, 117, 123, 124, 130, 138, 149, 158, 163, 167, 170, 173, 174, 175, 179, 183, 186, 198, 199, 222], "correct_k": [19, 183, 198, 199], "mul_": [19, 95, 183, 198, 199, 217], "neval_batch": [19, 199], "top1": [19, 183, 198, 199, 222], "acc": [19, 73, 117, 149, 158, 172, 183, 198, 199], "top5": [19, 183, 198, 199, 258], "cnt": [19, 73, 183, 198, 199], "acc1": [19, 183, 198, 199], "acc5": [19, 183, 198, 199], "load_model": [19, 183, 198, 199], "data_path": [19, 87, 104, 183, 198, 199], "prepare_data_load": [19, 183, 198, 199], "randomresizedcrop": [19, 117, 183, 198, 199], "randomhorizontalflip": [19, 51, 117, 158, 179, 183, 198, 199], "dataset_test": [19, 179, 183, 198, 199], "centercrop": [19, 52, 90, 117, 119, 140, 158, 183, 198, 199, 214, 230], "train_sampl": [19, 166, 183, 198, 199], "test_sampl": [19, 183, 198, 199], "sequentialsampl": [19, 138, 183, 186, 198, 199], "train_batch_s": [19, 183, 198, 199], "data_loader_test": [19, 179, 183, 198, 199, 200], "saved_model_dir": [19, 183, 198, 199], "float_model_fil": [19, 183, 198, 199], "mobilenet_pretrained_float": 19, "scripted_float_model_fil": [19, 183, 198], "mobilenet_quantization_script": 19, "scripted_quantized_model_fil": 19, "mobilenet_quantization_scripted_quant": 19, "float_model": [19, 182, 183, 186, 196, 198, 199, 200], "fusion": [19, 82, 144, 145, 178, 183, 185, 199, 219, 221, 254, 257], "baselin": [19, 21, 24, 90, 97, 172, 185, 198, 202, 230, 232, 247], "un": [19, 166], "num_eval_batch": [19, 199], "sophist": [19, 160], "num_calibration_batch": 19, "mymodel": [19, 105, 180], "estim": [19, 47, 51, 52, 126, 160, 161, 166, 185], "qconfig": [19, 119, 158, 180, 182, 183, 184, 186, 196, 198, 201, 219, 224, 229], "default_qconfig": [19, 183, 196], "calibr": [19, 180, 182, 184, 199, 200, 224], "safe": [19, 23, 65, 97, 111, 143, 188, 210], "4x": [19, 122, 178, 182, 183], "exercis": [19, 44, 136, 158, 177], "x86": [19, 119, 180, 182, 183, 195, 197, 205, 223, 229], "basi": [19, 122, 138, 151, 264], "histogram": [19, 196, 198], "per_channel_quantized_model": 19, "get_default_qconfig": [19, 119, 182, 183, 219, 224, 229], "67": [19, 109, 145, 178, 180, 186], "wors": [19, 119, 210], "qat": [19, 158, 180, 200], "train_one_epoch": [19, 96, 179, 199], "ntrain_batch": [19, 199], "avgloss": [19, 199], "5f": [19, 199, 235], "global_avg": [19, 199], "qat_model": 19, "get_default_qat_qconfig": [19, 229], "prepare_qat": [19, 158, 229], "toward": [19, 49, 60, 97, 128, 161, 183], "freez": [19, 43, 117, 158, 178, 197, 199, 200, 221, 248], "num_train_batch": [19, 199], "nepoch": [19, 199], "disable_observ": [19, 199], "intrins": [19, 180], "freeze_bn_stat": 19, "confirm": [19, 20, 58, 59, 87, 122, 146, 162], "allud": [19, 73], "run_benchmark": 19, "img_load": 19, "num_batch": [19, 37, 38, 135, 136, 150, 231], "num_imag": [19, 117], "0f": [19, 117, 130, 158, 167, 222], "dynamo_export": [20, 105, 107, 108], "newest": [20, 105], "torchdynamo": [20, 105, 107, 121, 174, 175, 200, 201], "technolog": [20, 61, 97, 105, 121, 136, 252], "torchscript": [20, 58, 59, 105, 119, 121, 140, 143, 148, 178, 186, 188, 189, 195, 197, 210, 224, 225, 226, 229, 239, 248, 252], "prove": [20, 103, 177], "onnxruntim": [20, 105, 107, 108], "model_zoo": 20, "wide": [20, 61, 124, 127, 128, 136, 138, 150, 156, 166, 185, 209, 268], "superresolut": 20, "shi": 20, "et": [20, 24, 49, 52, 60, 73, 136, 157, 166, 267], "al": [20, 24, 49, 52, 60, 73, 157, 166], "upscal": 20, "ycbcr": 20, "superresolutionnet": 20, "upscale_factor": 20, "pixel_shuffl": 20, "pixelshuffl": 20, "_initialize_weight": 20, "orthogonal_": [20, 154, 203], "calculate_gain": 20, "torch_model": [20, 105], "ordinarili": 20, "batchnorm": [20, 52, 55, 112, 143, 148, 183, 195, 198, 199, 200, 248, 250, 254], "model_url": 20, "s3": [20, 174, 182], "amazonaw": [20, 182], "superres_epoch100": 20, "44c6958e": 20, "load_url": 20, "ax": [20, 51, 99, 102, 117, 121, 127, 150, 158, 166, 170], "dynamic_ax": 20, "torch_out": 20, "super_resolut": 20, "export_param": 20, "opset_vers": 20, "do_constant_fold": 20, "fold": [20, 143, 178, 183, 198, 200, 254, 265], "input_nam": [20, 174], "output_nam": [20, 128], "bundl": [20, 59, 195, 205, 209, 223], "ml": [20, 73, 95, 97, 120, 121, 126, 197, 220, 224, 259], "proto": [20, 110], "checker": [20, 105, 110], "check_model": [20, 105, 110], "onnx_model": [20, 105], "ort_sess": [20, 105, 108], "inferencesess": [20, 105, 108], "cpuexecutionprovid": [20, 105, 108], "to_numpi": [20, 105, 108], "ort_input": 20, "get_input": [20, 105, 108], "ort_out": 20, "assert_allclos": [20, 143], "rtol": [20, 139, 155], "03": [20, 92, 118, 119, 163, 164, 172, 185, 220, 247, 265], "contact": [20, 122, 206, 265], "famou": [20, 24, 73], "224x224": [20, 159, 214], "cb": 20, "cr": 20, "grayscal": [20, 137, 147], "blue": [20, 43, 58, 59, 90, 122, 124, 179, 264], "red": [20, 58, 59, 60, 124, 150, 170, 179, 196], "chroma": 20, "sensit": [20, 97, 132, 142, 183], "_static": [20, 104, 121, 140], "img_ycbcr": 20, "img_i": 20, "img_cb": 20, "img_cr": 20, "to_tensor": [20, 42, 191, 192], "unsqueeze_": [20, 95, 128, 214], "img_out_i": 20, "fromarrai": [20, 172], "final_img": 20, "bicub": 20, "rgb": [20, 52, 58, 59, 75, 92, 97, 140, 147, 159, 172, 179, 214, 230], "mobil": [20, 58, 59, 97, 119, 180, 188, 189, 195, 197, 207, 209, 210, 219, 229, 236, 252], "cat_superres_with_ort": 20, "deploi": [20, 54, 58, 59, 105, 121, 126, 133, 140, 157, 159, 210, 254, 259], "cloud": [20, 54, 105], "inferenc": 20, "azur": [20, 169], "servic": [20, 49, 126, 140, 159, 209, 221, 264], "super_resolution_with_onnxruntim": 20, "inter": [21, 121, 124, 133, 151], "workload": [21, 23, 61, 97, 109, 120, 121, 133, 134, 169, 177, 178, 183, 198, 221], "fragment": [21, 178], "fn": [21, 85, 129, 136, 142, 145, 148, 173, 187, 211, 212, 245, 247, 253, 257], "callabl": [21, 51, 169, 173, 174, 175, 183, 210], "x_normal": 21, "x_parallel": 21, "async": [21, 162, 164], "sort": [21, 25, 49, 98, 102, 109, 116, 138, 144, 159, 179, 186, 210], "parlanc": 21, "revers": [21, 43, 49, 60, 98, 142, 144, 151, 154, 159, 166], "bidirectionalrecurrentlstm": 21, "cell_f": 21, "input_s": [21, 45, 49, 60, 78, 127, 128, 137, 166], "hidden_s": [21, 49, 60, 78, 89, 127, 128, 137, 149, 166, 182, 254], "cell_b": 21, "output_f": 21, "x_rev": 21, "output_b": 21, "output_b_rev": 21, "lstmensembl": 21, "n_model": 21, "modulelist": [21, 154, 238, 253], "demo": [21, 25, 45, 58, 59, 113, 119, 121, 140, 156, 169, 205, 209, 223, 229, 264], "took": [21, 119, 136, 144, 153, 165, 173, 177, 178, 188], "future_f": 21, "stuff": [21, 264], "worth": [21, 23, 52, 103, 113, 153, 163], "profil": [21, 42, 82, 89, 119, 121, 123, 165, 177, 196, 220, 232, 236, 248, 252], "chrome": [21, 89, 165, 169, 239], "prof": [21, 42, 109, 165, 169, 220, 239], "export_chrome_trac": [21, 145, 165, 239], "json": [21, 49, 90, 109, 127, 140, 145, 165, 169, 214, 239], "navig": [21, 61, 169, 170, 205, 262], "button": [21, 50, 52, 58, 59, 105, 169, 189, 226, 262, 264], "timelin": [21, 153, 169, 178], "horizont": 21, "opportun": [21, 85, 105, 137, 150], "breviti": [21, 23, 190], "intro": [21, 35, 36, 55, 99, 100, 120, 137, 140, 160, 170, 212], "tracer": [21, 205], "member": [22, 65, 67, 79, 111, 158, 197, 224], "portion": [22, 82, 153, 157, 264], "custom_class": 22, "mystackclass": 22, "customclasshold": 22, "stack_": 22, "push": [22, 52, 73, 97, 146, 161, 185, 206, 219, 224], "pop_back": 22, "intrusive_ptr": [22, 156, 232, 247], "make_intrus": [22, 156], "elem": [22, 245], "smart": 22, "oppos": [22, 49, 52, 117, 136, 146, 151, 163], "class_": 22, "my_class": 22, "contructor": 22, "yourclass": 22, "ref": [22, 40, 198, 264], "unari": 22, "add_librari": [22, 23, 209], "cmake_cxx_standard": [22, 209], "custom_class_project": 22, "rh": 22, "devtoolset": 22, "torchbind_tutori": 22, "libcustom_class": 22, "load_librari": [22, 23], "loaded_librari": 22, "bar": [22, 49, 82, 143, 150, 154, 163, 172, 173, 183, 198, 203, 262, 264], "manipulate_inst": 22, "s2": [22, 47, 92, 174, 193], "do_stack": 22, "hi": [22, 103, 113, 115, 147, 194, 264, 265], "mom": 22, "wow": 22, "scripted_foo": 22, "filesystem": [22, 136], "treatment": [22, 113, 172, 192, 193], "cpp_inference_exampl": 22, "foobarbaz": 22, "tostr": 22, "add_subdirectori": [22, 23], "drill": 22, "momfoobarbaz": 22, "incred": 22, "make_custom_class": 22, "tocustomclass": 22, "iscustomclass": 22, "export_attr": 22, "__torch__": [22, 204], "def_pickl": 22, "pushivalueimpl": 22, "pickler": 22, "__getstate__": 22, "__setstate__": 22, "pickl": [22, 87, 104, 112, 153, 224, 232, 243, 247], "salient": 22, "wherea": [22, 150, 170, 172, 185, 191, 192], "confus": [22, 23, 98, 99, 127, 142, 172, 185, 191, 192, 193, 198, 224], "trycustomop": 22, "relax": [22, 154, 174, 175], "standalon": [22, 53, 124, 264], "blend": [22, 23], "smoothli": [22, 23], "subsequ": [23, 73, 97, 112, 118, 123, 137, 142, 162, 164, 166, 173, 178, 185, 200], "resort": 23, "opencv": [23, 44, 209], "vision": [23, 24, 34, 38, 44, 58, 59, 117, 119, 121, 153, 179, 188, 195, 197, 205, 223, 224, 234], "mat": [23, 209], "warpperspect": [23, 209], "warp_perspect": [23, 209], "warp": [23, 209], "image_mat": [23, 209], "cv": [23, 24, 126, 194, 209], "col": [23, 34, 158, 209], "cv_32fc1": [23, 209], "warp_mat": [23, 209], "output_mat": [23, 209], "dsize": [23, 209], "output_tensor": 23, "from_blob": [23, 59, 189, 209], "ptr": [23, 209], "short": [23, 25, 49, 60, 82, 98, 100, 115, 120, 128, 136, 154, 160, 166, 167, 198, 199, 200, 264, 265], "opencv2": [23, 209], "hpp": [23, 156, 209], "alongsid": [23, 142, 170, 172], "goodi": 23, "hardcod": [23, 130, 149, 201], "strikingli": 23, "opaqu": 23, "flat": 23, "scope": [23, 60, 101, 109, 125, 174, 175, 178], "dealloc": [23, 169, 178], "invalid": [23, 135, 191, 192, 193, 217], "quot": [23, 117, 265], "metaprogram": 23, "experiment": [23, 60, 123, 126, 143, 164, 174, 175, 180, 187, 222, 248], "target_compile_featur": 23, "cxx_std_14": 23, "opencv_cor": 23, "opencv_imgproc": 23, "libwarp_perspect": 23, "sensat": 23, "0x7f618fc6fa50": 23, "3218": 23, "4611": 23, "4636": 23, "3746": 23, "0978": 23, "5005": 23, "3245": 23, "0169": 23, "4458": 23, "1862": 23, "1692": 23, "noteworthi": 23, "frozen": [23, 43, 147, 158, 186, 204], "prim": [23, 186], "revel": 23, "restrict": [23, 25, 49, 85, 136, 169, 173, 175, 180, 205, 206], "script_method": [23, 85], "tensortobool": 23, "block0": 23, "block1": [23, 79], "21": [23, 58, 59, 109, 115, 159, 209, 220, 232, 239, 247], "sent": [23, 99, 102, 136, 162], "wire": 23, "dlopen": 23, "example_app": 23, "cxx_range_for": 23, "errorreport": 23, "mayb": [23, 101, 103, 139, 197, 264], "subdirectori": [23, 52, 179], "prefix": [23, 113, 122, 125, 137, 138, 169, 185, 186, 247, 260, 264], "inconveni": [23, 190], "altogeth": [23, 151, 192, 262], "nb": [23, 89, 95, 206], "impress": [23, 115, 145], "opencv_photo": 23, "happi": [23, 143, 144], "4125": 23, "8262": 23, "5345": 23, "6111": [23, 232], "3997": [23, 75], "4683": 23, "5969": 23, "0850": 23, "0698": 23, "4597": 23, "0926": 23, "5727": 23, "9319": 23, "4834": 23, "1747": 23, "0162": 23, "9521": 23, "6269": 23, "lastli": [23, 87, 121, 153, 223], "driver": [23, 169], "infrastructur": 23, "vener": 23, "beforehand": [23, 151, 201, 229], "is_python_modul": [23, 209], "extra_ldflag": [23, 209], "lopencv_cor": [23, 209], "lopencv_imgproc": [23, 209], "approxim": [23, 49, 108, 122, 130, 144, 147, 151, 157, 161, 177, 186], "0x7f3e0f840b10": 23, "load_inlin": [23, 209, 232], "op_sourc": [23, 209], "cpp_sourc": [23, 209, 232], "rout": [23, 60, 140, 145, 214], "quirki": 23, "with_opt": 23, "no_python_abi_suffix": 23, "bottom": [23, 98, 169, 172, 262], "suffix": [23, 48, 82, 145], "tag": [23, 51, 100, 103, 116, 174, 175, 209, 246, 264], "0x7ff51c5b7bd0": 23, "hao": 24, "chen": [24, 174, 175, 205, 223], "unifi": [24, 95, 121, 130, 196], "ssl": 24, "modular": [24, 110, 112], "fixmatch": 24, "defixmatch": 24, "speech": [24, 73, 98, 100, 103, 128], "light": [24, 25, 52, 130, 209, 264], "vit": 24, "strong": [24, 98, 177, 193, 264], "unlabel": 24, "confid": [24, 52, 99, 126, 160, 161, 170], "threshold": [24, 49, 60, 82, 109, 110, 126, 160, 164, 172], "statu": [24, 126, 164, 174, 175, 265], "absorb": 24, "gaussian": [24, 47, 52, 126, 160], "overcom": [24, 113], "quantiti": [24, 97, 121, 124, 146, 151, 155], "trade": [24, 126, 153], "afford": 24, "nlp": [24, 42, 92, 93, 99, 102, 103, 113, 114, 115, 116, 118, 127, 128, 138, 166, 178, 186, 194, 200, 231, 235, 248, 254], "audio": [24, 26, 27, 28, 29, 30, 34, 38, 44, 121, 141, 168, 171], "semilearn": 24, "get_dataset": 24, "get_data_load": 24, "weak": [24, 264], "get_net_build": 24, "get_algorithm": 24, "get_config": 24, "hyper": [24, 165], "vit_tiny_patch2_32": 24, "use_pretrain": 24, "pretrain_path": 24, "microsoft": [24, 107, 108, 138, 169], "vit_tiny_patch2_32_mlp_im_1k_32": 24, "num_train_it": 24, "num_eval_it": 24, "num_log_it": 24, "adamw": [24, 75, 110, 122, 161], "layer_decai": 24, "cifar10": [24, 57, 87, 92, 97, 169, 221, 251, 255], "num_label": [24, 99], "img_siz": 24, "crop_ratio": 24, "875": 24, "data_dir": [24, 87, 117, 122, 138, 149, 158, 186], "ulb_samples_per_class": 24, "hard_label": 24, "ema_p": 24, "999": [24, 52, 94, 96, 170], "ent_loss_ratio": 24, "uratio": 24, "ulb_loss_ratio": 24, "dataset_dict": 24, "include_lb_to_ulb": 24, "train_lb_load": 24, "train_lb": 24, "train_ulb_load": 24, "train_ulb": 24, "eval_load": 24, "from_nam": 24, "tb_log": 24, "logger": [24, 138, 147, 149, 172, 186, 196], "lb_imb_ratio": 24, "ulb_imb_ratio": 24, "1500": [24, 122, 232], "ulb_num_label": 24, "3000": [24, 170], "kihyuk": 24, "sohn": 24, "yidong": 24, "usb_semisup_learn": 24, "jamesre": 25, "fb": 25, "michael": [25, 42, 98, 211, 212, 231, 257], "suo": 25, "rev2": 25, "hierarchi": [25, 60, 178], "__version__": [25, 42, 107, 119, 138, 147, 159, 186, 189, 207, 209, 223], "mycel": 25, "my_cel": 25, "3x4": 25, "redefin": 25, "succinctli": [25, 154], "mydecisiong": [25, 254], "dg": 25, "tape": [25, 42, 76], "traced_cel": [25, 254], "rewind": 25, "tracedmodul": [25, 60, 85, 254], "ir": [25, 110, 143, 145, 184, 217], "commonli": [25, 49, 69, 87, 97, 159, 166, 169, 180, 221, 265], "acquir": [25, 112, 135, 157, 160, 164], "laden": 25, "submodul": [25, 49, 60, 85, 154, 165, 203, 219, 223, 229], "branch": [25, 174, 175, 178, 179, 200, 207, 221, 225, 226], "nowher": 25, "faithfulli": [25, 190], "analysi": [25, 87, 107, 115, 121, 123, 144, 145, 165, 169, 172, 175, 177, 185, 227], "scripted_g": 25, "scripted_cel": [25, 254], "decis": [25, 100, 137, 190, 191, 193, 225, 226], "myrnnloop": 25, "xs": [25, 135, 167], "rnn_loop": 25, "wraprnn": 25, "freestand": 25, "wrapped_rnn": 25, "neurip": 25, "1hiicg6jrkbnr5hvk2": 25, "vnmi88vi9puzej": 25, "intro_to_torchscript_tutori": [25, 204], "audio_data_augmentation_tutori": [26, 28], "redirect": [26, 27, 28, 29, 30, 31, 74, 141, 152, 168, 171, 181, 218], "audio_datasets_tutori": 27, "audio_feature_extractions_tutori": 29, "audio_io_tutori": 30, "\u57fa\u7840\u77e5\u8bc6": [32, 33, 34, 35, 37, 38, 39, 40, 41, 121], "\u5feb\u901f\u5165\u95e8": [32, 33, 34, 36, 37, 39, 40, 41, 252], "\u6570\u636e\u96c6\u4e0e\u6570\u636e\u52a0\u8f7d\u5668": [32, 33, 36, 37, 38, 39, 40, 41], "\u6784\u5efa\u795e\u7ecf\u7f51\u7edc": [32, 34, 36, 37, 38, 39, 40, 41], "\u4f18\u5316\u6a21\u578b\u53c2\u6570": [32, 33, 34, 36, 39, 40, 41], "\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b": [32, 33, 34, 36, 37, 38, 40, 41, 215, 236, 252], "\u5728\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u65f6": [32, 251], "\u6700\u5e38\u7528\u7684\u7b97\u6cd5\u662f": 32, "\u53cd\u5411\u4f20\u64ad": [32, 37, 260], "\u5728\u8fd9\u4e2a\u7b97\u6cd5\u4e2d": 32, "\u53c2\u6570": [32, 95, 231, 239, 241, 245, 246, 248], "\u6a21\u578b\u6743\u91cd": 32, "\u6839\u636e\u635f\u5931\u51fd\u6570\u76f8\u5bf9\u4e8e\u7ed9\u5b9a\u53c2\u6570\u7684": 32, "\u68af\u5ea6": [32, 89, 248], "\u8fdb\u884c\u8c03\u6574": 32, "\u4e3a\u4e86\u8ba1\u7b97\u8fd9\u4e9b\u68af\u5ea6": 32, "\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5185\u7f6e\u7684\u5fae\u5206\u5f15\u64ce": 32, "\u79f0\u4e3a": [32, 39, 89], "\u5b83\u652f\u6301\u5bf9\u4efb\u4f55\u8ba1\u7b97\u56fe\u81ea\u52a8\u8ba1\u7b97\u68af\u5ea6": 32, "\u8003\u8651\u6700\u7b80\u5355\u7684\u5355\u5c42\u795e\u7ecf\u7f51\u7edc": 32, "\u5177\u6709\u8f93\u5165": 32, "\u548c": [32, 34, 36, 37, 38, 39, 41, 89, 90, 92, 95, 96, 111, 118, 121, 129, 213, 214, 215, 216, 220, 222, 227, 230, 231, 232, 234, 235, 237, 239, 241, 242, 243, 244, 245, 247, 248, 250, 251, 252, 256, 258, 259, 260], "\u4ee5\u53ca\u4e00\u4e9b\u635f\u5931\u51fd\u6570": 32, "\u53ef\u4ee5\u5728": [32, 104, 230], "\u4e2d\u6309\u4ee5\u4e0b\u65b9\u5f0f\u5b9a\u4e49\u5b83": 32, "binary_cross_entropy_with_logit": [32, 231], "\u8fd9\u6bb5\u4ee3\u7801\u5b9a\u4e49\u4e86\u4ee5\u4e0b": 32, "\u8ba1\u7b97\u56fe": [32, 111], "\u5728\u8fd9\u4e2a\u7f51\u7edc\u4e2d": 32, "\u662f": [32, 34, 92, 93, 104, 231, 237, 245, 258, 259], "\u6211\u4eec\u9700\u8981\u5bf9\u5b83\u4eec\u8fdb\u884c\u4f18\u5316": 32, "\u56e0\u6b64": [32, 89, 111, 213, 227, 231, 232, 239, 241, 243, 248, 260], "\u6211\u4eec\u9700\u8981\u80fd\u591f\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u76f8\u5bf9\u4e8e\u8fd9\u4e9b\u53d8\u91cf\u7684\u68af\u5ea6": 32, "\u4e3a\u4e86\u505a\u5230\u8fd9\u4e00\u70b9": 32, "\u6211\u4eec\u8bbe\u7f6e\u4e86\u8fd9\u4e9b\u5f20\u91cf\u7684": 32, "\u5c5e\u6027": [32, 89, 95, 231], "\u6216\u5728\u521b\u5efa\u540e\u4f7f\u7528": 32, "\u65b9\u6cd5\u6765\u8bbe\u7f6e": 32, "\u6211\u4eec\u5e94\u7528\u4e8e\u5f20\u91cf\u4ee5\u6784\u5efa\u8ba1\u7b97\u56fe\u7684\u51fd\u6570\u5b9e\u9645\u4e0a\u662f": 32, "\u7c7b\u7684\u5bf9\u8c61": 32, "\u8fd9\u4e2a\u5bf9\u8c61\u77e5\u9053\u5982\u4f55\u5728": 32, "\u524d\u5411": [32, 92, 111, 251], "\u65b9\u5411\u8ba1\u7b97\u51fd\u6570": 32, "\u4e5f\u77e5\u9053\u5982\u4f55\u5728": 32, "\u6b65\u9aa4\u4e2d\u8ba1\u7b97\u5176\u5bfc\u6570": 32, "\u5bf9\u4e8e\u53cd\u5411\u4f20\u64ad\u51fd\u6570\u7684\u5f15\u7528\u5b58\u50a8\u5728\u5f20\u91cf\u7684": 32, "\u5c5e\u6027\u4e2d": [32, 251], "\u60a8\u53ef\u4ee5\u5728": 32, "\u6587\u6863": [32, 89, 93, 95, 215, 227, 235, 246, 248, 256, 257, 258], "__": [32, 37, 40, 90, 94, 172, 235], "\u4e2d\u627e\u5230\u6709\u5173": 32, "\u7684\u66f4\u591a\u4fe1\u606f": [32, 257], "\u4e3a\u4e86\u4f18\u5316\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570\u6743\u91cd": 32, "\u6211\u4eec\u9700\u8981\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u76f8\u5bf9\u4e8e\u53c2\u6570\u7684\u5bfc\u6570": 32, "\u5373\u5728\u67d0\u4e9b\u56fa\u5b9a\u7684": 32, "\u503c\u4e0b": 32, "\u6211\u4eec\u9700\u8981": 32, "frac": [32, 43, 64, 85, 89, 98, 99, 101, 103, 111, 125, 131, 136, 160, 161, 264], "partial": [32, 43, 75, 87, 89, 101, 112, 113, 122, 123, 124, 125, 137, 142, 146, 221, 264], "\u8981\u8ba1\u7b97\u8fd9\u4e9b\u5bfc\u6570": 32, "\u6211\u4eec\u8c03\u7528": [32, 95], "\u7136\u540e\u4ece": 32, "\u4e2d\u68c0\u7d22\u503c": 32, "\u9ed8\u8ba4\u60c5\u51b5\u4e0b": [32, 37, 95, 214, 215, 227, 239, 248], "\u6240\u6709\u5177\u6709": 32, "\u7684\u5f20\u91cf\u90fd\u5728\u8ddf\u8e2a\u5b83\u4eec\u7684\u8ba1\u7b97\u5386\u53f2\u5e76\u652f\u6301\u68af\u5ea6\u8ba1\u7b97": 32, "\u7136\u800c": [32, 111, 129, 232, 238, 247, 253], "\u6709\u4e9b\u60c5\u51b5\u4e0b\u6211\u4eec\u4e0d\u9700\u8981\u8fd9\u6837\u505a": 32, "\u4f8b\u5982": [32, 33, 34, 38, 40, 89, 92, 93, 95, 104, 129, 208, 216, 217, 220, 227, 238, 239, 240, 245, 246, 247, 248, 251, 253, 260], "\u5f53\u6211\u4eec\u5df2\u7ecf\u8bad\u7ec3\u597d\u6a21\u578b\u5e76\u53ea\u60f3\u5c06\u5176\u5e94\u7528\u4e8e\u4e00\u4e9b\u8f93\u5165\u6570\u636e\u65f6": 32, "\u5373\u6211\u4eec\u53ea\u60f3\u901a\u8fc7\u7f51\u7edc\u8fdb\u884c": 32, "\u8ba1\u7b97": [32, 95], "\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5c06\u6211\u4eec\u7684\u8ba1\u7b97\u4ee3\u7801\u5305\u88f9\u5728": 32, "\u5757\u4e2d\u6765\u505c\u6b62\u8ddf\u8e2a\u8ba1\u7b97": 32, "\u53e6\u4e00\u79cd\u5b9e\u73b0\u76f8\u540c\u7ed3\u679c\u7684\u65b9\u6cd5\u662f\u5bf9\u5f20\u91cf\u4f7f\u7528": 32, "\u65b9\u6cd5": [32, 33, 39, 89, 94, 95, 104, 230, 234, 246], "z_det": 32, "\u5e0c\u671b\u7981\u7528\u68af\u5ea6\u8ddf\u8e2a\u7684\u539f\u56e0\u53ef\u80fd\u5982\u4e0b": 32, "\u5c06\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u67d0\u4e9b\u53c2\u6570\u6807\u8bb0\u4e3a": 32, "\u51bb\u7ed3\u53c2\u6570": 32, "\u5728\u4ec5\u8fdb\u884c\u524d\u5411\u4f20\u9012\u65f6": 32, "\u52a0\u901f\u8ba1\u7b97": 32, "\u56e0\u4e3a\u4e0d\u8ddf\u8e2a\u68af\u5ea6\u7684\u5f20\u91cf\u4e0a\u7684\u8ba1\u7b97\u4f1a\u66f4\u9ad8\u6548": 32, "\u6982\u5ff5\u4e0a": 32, "\u5728\u4e00\u4e2a\u7531": 32, "\u5bf9\u8c61": [32, 92, 104, 247, 253], "\u7ec4\u6210\u7684\u6709\u5411\u65e0\u73af\u56fe": 32, "dag": 32, "\u4e2d\u8bb0\u5f55\u6570\u636e": 32, "\u548c\u6240\u6709\u6267\u884c\u7684\u64cd\u4f5c": 32, "\u4ee5\u53ca\u4ea7\u751f\u7684\u65b0\u5f20\u91cf": 32, "\u5728\u8fd9\u4e2a": 32, "\u4e2d": [32, 34, 92, 104, 121, 211, 217, 227, 234, 236, 237, 238, 239, 247, 249, 252], "\u53f6\u5b50\u8282\u70b9\u662f\u8f93\u5165\u5f20\u91cf": 32, "\u6839\u8282\u70b9\u662f\u8f93\u51fa\u5f20\u91cf": 32, "\u901a\u8fc7\u4ece\u6839\u5230\u53f6\u8ddf\u8e2a\u8fd9\u4e2a\u56fe": 32, "\u53ef\u4ee5\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u81ea\u52a8\u8ba1\u7b97\u68af\u5ea6": 32, "\u5728\u524d\u5411\u4f20\u9012\u4e2d": 32, "\u540c\u65f6\u505a\u4e24\u4ef6\u4e8b": 32, "\u6267\u884c\u8bf7\u6c42\u7684\u64cd\u4f5c\u4ee5\u8ba1\u7b97\u7ed3\u679c\u5f20\u91cf": 32, "\u5728": [32, 33, 89, 92, 93, 94, 96, 104, 121, 140, 213, 214, 215, 216, 222, 227, 231, 232, 236, 238, 247, 248, 250, 252, 253, 259, 260], "\u4e2d\u7ef4\u62a4\u64cd\u4f5c\u7684": 32, "\u68af\u5ea6\u51fd\u6570": 32, "\u5f53\u5728": 32, "\u6839\u8282\u70b9\u4e0a\u8c03\u7528": 32, "\u65f6": [32, 89, 90, 95, 129, 216, 231, 238, 245, 248, 260], "\u53cd\u5411\u4f20\u9012\u5f00\u59cb": 32, "\u7136\u540e": [32, 93, 104, 111, 213, 216, 253], "\u4ece\u6bcf\u4e2a": 32, "\u5c06\u5b83\u4eec\u7d2f\u79ef\u5230\u5404\u81ea\u5f20\u91cf\u7684": 32, "\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219": 32, "\u4e00\u76f4\u4f20\u64ad\u5230\u53f6\u5b50\u5f20\u91cf": 32, "\u5728\u5f88\u591a\u60c5\u51b5\u4e0b": 32, "\u6211\u4eec\u6709\u4e00\u4e2a\u6807\u91cf\u635f\u5931\u51fd\u6570": 32, "\u9700\u8981\u8ba1\u7b97\u76f8\u5bf9\u4e8e\u67d0\u4e9b\u53c2\u6570\u7684\u68af\u5ea6": 32, "\u4e5f\u6709\u4e00\u4e9b\u60c5\u51b5\u4e0b": 32, "\u8f93\u51fa\u51fd\u6570\u662f\u4e00\u4e2a\u4efb\u610f\u7684\u5f20\u91cf": 32, "\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b": [32, 39, 95, 104, 231, 235, 241], "\u5141\u8bb8\u60a8\u8ba1\u7b97\u6240\u8c13\u7684": 32, "\u96c5\u53ef\u6bd4\u4e58\u79ef": 32, "\u800c\u4e0d\u662f\u5b9e\u9645\u7684\u68af\u5ea6": 32, "vec": [32, 43, 89, 98, 99, 145, 146, 151], "langl": 32, "x_1": [32, 101, 116, 151, 264], "x_n": [32, 52], "rangl": 32, "y_1": [32, 101, 116], "y_m": 32, "ccc": [32, 43, 89], "y_": [32, 43, 89, 98], "x_": [32, 43, 89, 264], "cdot": [32, 43, 52, 89, 103, 125], "vdot": [32, 43, 89], "ddot": [32, 43, 89], "v_1": 32, "v_m": 32, "retain_graph": [32, 76, 129, 192, 206], "nsecond": 32, "ncall": 32, "accumul": [32, 43, 47, 49, 52, 69, 76, 98, 99, 101, 102, 103, 111, 115, 130, 131, 147, 153, 161, 162, 163, 164], "leaf": [32, 43, 184], "life": [32, 97, 113, 127, 128], "autogradqs_tutori": [32, 35, 40], "\u5f20\u91cf": [33, 34, 36, 37, 38, 39, 41, 70, 88, 89, 90, 93, 94, 95, 96, 104, 214, 245], "\u81ea\u52a8\u5fae\u5206": [33, 34, 36, 37, 38, 39, 40, 41, 88, 89, 90, 92, 93, 94, 95, 96, 111], "\u795e\u7ecf\u7f51\u7edc\u7531\u6267\u884c\u6570\u636e\u64cd\u4f5c\u7684": 33, "\u5c42": [33, 92, 93, 104, 111, 231, 245, 248, 253], "\u6a21\u5757": [33, 90, 232, 239], "\u7ec4\u6210": [33, 227], "\u547d\u540d\u7a7a\u95f4\u63d0\u4f9b\u4e86\u6784\u5efa\u4f60\u81ea\u5df1\u7684\u795e\u7ecf\u7f51\u7edc\u6240\u9700\u7684\u6240\u6709\u6784\u5efa\u5757": 33, "\u4e2d\u7684\u6bcf\u4e2a\u6a21\u5757\u90fd\u662f": 33, "\u7684\u5b50\u7c7b": [33, 34, 92, 93, 230, 231, 258], "\u795e\u7ecf\u7f51\u7edc\u672c\u8eab\u5c31\u662f\u4e00\u4e2a\u7531\u5176\u4ed6\u6a21\u5757": 33, "\u7ec4\u6210\u7684\u6a21\u5757": 33, "\u8fd9\u79cd\u5d4c\u5957\u7ed3\u6784\u5141\u8bb8\u8f7b\u677e\u6784\u5efa\u548c\u7ba1\u7406\u590d\u6742\u7684\u67b6\u6784": 33, "\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d": 33, "\u6211\u4eec\u5c06\u6784\u5efa\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc": 33, "\u7528\u4e8e\u5bf9": 33, "fashionmnist": [33, 34, 37, 38, 41, 94, 96, 170], "\u6570\u636e\u96c6\u4e2d\u7684\u56fe\u50cf\u8fdb\u884c\u5206\u7c7b": 33, "\u6211\u4eec\u5e0c\u671b\u80fd\u591f\u5728\u786c\u4ef6\u52a0\u901f\u5668": 33, "\u5982": [33, 93, 104, 230, 238, 245, 258, 259], "\u6216": [33, 38, 72, 93, 95, 96, 104, 208, 222, 227, 230, 231, 235, 237, 243, 245], "\u4e0a\u8bad\u7ec3\u6211\u4eec\u7684\u6a21\u578b": 33, "\u5982\u679c\u53ef\u7528": [33, 38], "\u8ba9\u6211\u4eec\u68c0\u67e5\u4e00\u4e0b": 33, "\u662f\u5426\u53ef\u7528": 33, "\u5426\u5219\u6211\u4eec\u4f7f\u7528": 33, "\u6211\u4eec\u901a\u8fc7\u7ee7\u627f": 33, "\u6765\u5b9a\u4e49\u6211\u4eec\u7684\u795e\u7ecf\u7f51\u7edc": 33, "\u5e76\u5728": [33, 38, 129, 220], "\u65b9\u6cd5\u4e2d\u521d\u59cb\u5316\u795e\u7ecf\u7f51\u7edc\u5c42": 33, "\u6bcf\u4e2a": [33, 215], "\u5b50\u7c7b\u90fd\u5728": 33, "\u65b9\u6cd5\u4e2d\u5b9e\u73b0\u5bf9\u8f93\u5165\u6570\u636e\u7684\u64cd\u4f5c": 33, "neuralnetwork": [33, 37, 38, 188], "linear_relu_stack": [33, 37, 38, 220], "logit": [33, 37, 38, 97, 118, 138, 149, 186, 220], "\u6211\u4eec\u521b\u5efa\u4e00\u4e2a": 33, "\u7684\u5b9e\u4f8b": [33, 93, 220, 231], "\u5e76\u5c06\u5176\u79fb\u52a8\u5230": 33, "\u4e0a": [33, 38, 89, 95, 104, 213, 215, 231, 239, 248], "\u7136\u540e\u6253\u5370\u5176\u7ed3\u6784": 33, "\u8981\u4f7f\u7528\u6a21\u578b": 33, "\u6211\u4eec\u5c06\u8f93\u5165\u6570\u636e\u4f20\u9012\u7ed9\u5b83": 33, "\u8fd9\u5c06\u6267\u884c\u6a21\u578b\u7684": 33, "\u4ee5\u53ca\u4e00\u4e9b": 33, "\u540e\u53f0\u64cd\u4f5c": 33, "270111b7b611d174967ed204776985cefca9c144": 33, "l866": 33, "\u4e0d\u8981\u76f4\u63a5\u8c03\u7528": 33, "\u5c06\u8f93\u5165\u4f20\u9012\u7ed9\u6a21\u578b\u4f1a\u8fd4\u56de\u4e00\u4e2a\u4e8c\u7ef4\u5f20\u91cf": 33, "\u5176\u4e2d": [33, 93, 95, 111, 214], "\u5bf9\u5e94\u6bcf\u4e2a\u7c7b\u522b\u7684": 33, "\u4e2a\u539f\u59cb\u9884\u6d4b\u503c\u7684\u8f93\u51fa": 33, "\u5bf9\u5e94\u6bcf\u4e2a\u8f93\u51fa\u7684\u5404\u4e2a\u503c": 33, "\u6211\u4eec\u901a\u8fc7\u5c06\u5176\u4f20\u9012\u7ed9": 33, "\u6a21\u5757\u7684\u5b9e\u4f8b\u6765\u83b7\u5f97\u9884\u6d4b\u6982\u7387": 33, "pred_probab": [33, 220], "y_pred": [33, 63, 64, 65, 67, 68, 69, 71, 72, 111, 220], "argmax": [33, 37, 38, 98, 102, 104, 115, 119, 123, 130, 138, 147, 149, 163, 186, 220, 222], "\u8ba9\u6211\u4eec\u5206\u89e3\u4e00\u4e0b": 33, "\u6a21\u578b\u4e2d\u7684\u5404\u5c42": 33, "\u4e3a\u4e86\u89e3\u91ca\u5b83": 33, "\u6211\u4eec\u5c06\u53d6\u4e00\u4e2a\u5305\u542b": 33, "\u5f20": 33, "28x28": [33, 104, 170], "\u5c3a\u5bf8\u56fe\u50cf\u7684\u5c0f\u6279\u91cf\u6837\u672c": 33, "\u5e76\u89c2\u5bdf\u5b83\u5728\u901a\u8fc7\u7f51\u7edc\u65f6\u53d1\u751f\u4e86\u4ec0\u4e48": 33, "input_imag": [33, 58, 59], "\u6211\u4eec\u521d\u59cb\u5316": 33, "\u5c06\u6bcf\u4e2a\u4e8c\u7ef4": 33, "\u56fe\u50cf\u8f6c\u6362\u4e3a\u5305\u542b": 33, "784": [33, 94, 104, 139, 170], "\u4e2a\u50cf\u7d20\u503c\u7684\u8fde\u7eed\u6570\u7ec4": 33, "\u4fdd\u7559\u5c0f\u6279\u91cf\u7ef4\u5ea6": 33, "flat_imag": 33, "\u7ebf\u6027\u5c42": 33, "\u662f\u4e00\u4e2a\u6a21\u5757": 33, "\u5b83\u4f7f\u7528\u5b58\u50a8\u7684\u6743\u91cd": 33, "\u548c\u504f\u7f6e": [33, 104], "\u5bf9\u8f93\u5165\u5e94\u7528\u7ebf\u6027\u53d8\u6362": 33, "layer1": [33, 89, 150, 158, 161, 196], "in_featur": [33, 109, 117, 123, 158, 179, 180, 202, 203, 240], "hidden1": [33, 235], "\u975e\u7ebf\u6027\u6fc0\u6d3b\u51fd\u6570\u521b\u5efa\u4e86\u6a21\u578b\u8f93\u5165\u548c\u8f93\u51fa\u4e4b\u95f4\u7684\u590d\u6742\u6620\u5c04": 33, "\u5b83\u4eec\u5728\u7ebf\u6027\u53d8\u6362\u4e4b\u540e\u5e94\u7528": 33, "\u4ee5\u5f15\u5165": 33, "\u975e\u7ebf\u6027": [33, 93], "\u5e2e\u52a9\u795e\u7ecf\u7f51\u7edc\u5b66\u4e60\u5404\u79cd\u73b0\u8c61": 33, "\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d": 33, "\u6211\u4eec\u5728\u7ebf\u6027\u5c42\u4e4b\u95f4\u4f7f\u7528": 33, "\u4f46\u8fd8\u6709\u5176\u4ed6\u6fc0\u6d3b\u51fd\u6570\u53ef\u4ee5\u5728\u4f60\u7684\u6a21\u578b\u4e2d\u5f15\u5165\u975e\u7ebf\u6027": 33, "\u662f\u4e00\u4e2a\u6709\u5e8f\u7684\u6a21\u5757\u5bb9\u5668": 33, "\u6570\u636e\u6309\u7167\u5b9a\u4e49\u7684\u987a\u5e8f\u4f9d\u6b21\u901a\u8fc7\u6240\u6709\u6a21\u5757": 33, "\u60a8\u53ef\u4ee5\u4f7f\u7528\u5e8f\u5217\u5bb9\u5668\u6765\u5feb\u901f\u7ec4\u5408\u4e00\u4e2a\u7f51\u7edc": 33, "seq_modul": 33, "\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u540e\u4e00\u4e2a\u7ebf\u6027\u5c42\u8fd4\u56de\u7684\u662f": 33, "\u5bf9\u6570\u51e0\u7387": 33, "infti": [33, 161], "\u8303\u56f4\u5185\u7684\u539f\u59cb\u503c": 33, "\u8fd9\u4e9b\u503c\u4f1a\u88ab\u4f20\u9012\u5230": 33, "\u5bf9\u6570\u51e0\u7387\u88ab\u7f29\u653e\u5230\u503c\u4e3a": 33, "\u7684\u8303\u56f4": 33, "\u8868\u793a\u6a21\u578b\u5bf9\u6bcf\u4e2a\u7c7b\u522b\u7684\u9884\u6d4b\u6982\u7387": 33, "\u53c2\u6570\u6307\u793a\u503c\u5fc5\u987b\u5728\u5176\u6cbf\u7740\u7684\u7ef4\u5ea6\u4e0a\u6c42\u548c\u4e3a": 33, "\u795e\u7ecf\u7f51\u7edc\u5185\u90e8\u7684\u8bb8\u591a\u5c42\u90fd\u662f": 33, "\u53c2\u6570\u5316": 33, "\u7684": [33, 34, 71, 72, 89, 90, 95, 104, 121, 211, 213, 214, 215, 230, 231, 232, 234, 238, 239, 245, 252, 256, 257], "\u5373\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4f1a\u4f18\u5316\u7684\u76f8\u5173\u6743\u91cd\u548c\u504f\u7f6e": 33, "\u901a\u8fc7\u5b50\u7c7b\u5316": 33, "\u53ef\u4ee5\u81ea\u52a8\u8ddf\u8e2a\u6a21\u578b\u5bf9\u8c61\u5185\u5b9a\u4e49\u7684\u6240\u6709\u5b57\u6bb5": 33, "\u5e76\u4f7f\u7528\u6a21\u578b\u7684": 33, "\u65b9\u6cd5\u8bbf\u95ee\u6240\u6709\u53c2\u6570": 33, "\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d": [33, 111, 235, 242, 252, 253], "\u6211\u4eec\u904d\u5386\u6bcf\u4e2a\u53c2\u6570": 33, "\u5e76\u6253\u5370\u5176\u5927\u5c0f\u4ee5\u53ca\u503c\u7684\u9884\u89c8": 33, "buildmodel_tutori": [33, 35, 37, 38], "\u5904\u7406\u6570\u636e\u6837\u672c\u7684\u4ee3\u7801\u53ef\u80fd\u4f1a\u53d8\u5f97\u6df7\u4e71\u4e14\u96be\u4ee5\u7ef4\u62a4": 34, "\u7406\u60f3\u60c5\u51b5\u4e0b": 34, "\u6211\u4eec\u5e0c\u671b\u6570\u636e\u96c6\u4ee3\u7801\u4e0e\u6a21\u578b\u8bad\u7ec3\u4ee3\u7801\u89e3\u8026": 34, "\u4ee5\u63d0\u9ad8\u53ef\u8bfb\u6027\u548c\u6a21\u5757\u5316": 34, "\u63d0\u4f9b\u4e86\u4e24\u4e2a\u6570\u636e\u5904\u7406\u7684\u57fa\u672c\u5de5\u5177": 34, "\u5b83\u4eec\u5141\u8bb8\u60a8\u4f7f\u7528\u9884\u52a0\u8f7d\u7684\u6570\u636e\u96c6\u4ee5\u53ca\u60a8\u81ea\u5df1\u7684\u6570\u636e": 34, "\u5b58\u50a8\u6837\u672c\u53ca\u5176\u5bf9\u5e94\u7684\u6807\u7b7e": [34, 38], "\u800c": [34, 38, 89, 238, 245], "\u5219\u4e3a": 34, "\u5305\u88c5\u4e86\u4e00\u4e2a\u53ef\u8fed\u4ee3\u5bf9\u8c61": 34, "\u4ee5\u4fbf\u4e8e\u8bbf\u95ee\u6837\u672c": 34, "\u57df\u5e93\u63d0\u4f9b\u4e86\u8bb8\u591a\u9884\u52a0\u8f7d\u7684\u6570\u636e\u96c6": 34, "\u8fd9\u4e9b\u6570\u636e\u96c6\u662f": 34, "\u5e76\u5b9e\u73b0\u4e86\u7279\u5b9a\u4e8e\u8be5\u6570\u636e\u7684\u51fd\u6570": 34, "\u5b83\u4eec\u53ef\u4ee5\u7528\u4e8e\u6a21\u578b\u7684\u539f\u578b\u8bbe\u8ba1\u548c\u57fa\u51c6\u6d4b\u8bd5": 34, "\u60a8\u53ef\u4ee5\u5728\u4ee5\u4e0b\u94fe\u63a5\u627e\u5230\u8fd9\u4e9b\u6570\u636e\u96c6": 34, "\u56fe\u50cf\u6570\u636e\u96c6": 34, "\u6587\u672c\u6570\u636e\u96c6": 34, "\u97f3\u9891\u6570\u636e\u96c6": 34, "\u4e0b\u9762\u662f\u4e00\u4e2a\u4ece": 34, "\u52a0\u8f7d": [34, 39, 241, 243], "fashion": [34, 49, 60, 94, 96, 107, 122, 124, 126, 135, 163, 167, 170, 172, 221], "\u6570\u636e\u96c6\u7684\u793a\u4f8b": 34, "zalando": 34, "\u7684\u5546\u54c1\u56fe\u7247\u6570\u636e\u96c6": 34, "\u5305\u62ec": [34, 89, 90, 93, 96, 217, 231, 232, 234, 235], "\u4e2a\u8bad\u7ec3\u6837\u672c\u548c": 34, "\u4e2a\u6d4b\u8bd5\u6837\u672c": 34, "\u6bcf\u4e2a\u6837\u672c\u5305\u542b\u4e00\u4e2a": 34, "\u7684\u7070\u5ea6\u56fe\u50cf\u548c\u4e00\u4e2a\u6765\u81ea": 34, "\u4e2a\u7c7b\u522b\u4e4b\u4e00\u7684\u6807\u7b7e": 34, "\u6211\u4eec\u4f7f\u7528\u4ee5\u4e0b\u53c2\u6570\u52a0\u8f7d": 34, "\u6570\u636e\u96c6": [34, 38, 92, 96, 104, 121, 234, 237], "\u662f\u5b58\u50a8\u8bad\u7ec3": 34, "\u6d4b\u8bd5\u6570\u636e\u7684\u8def\u5f84": 34, "\u6307\u5b9a\u662f\u8bad\u7ec3\u96c6\u8fd8\u662f\u6d4b\u8bd5\u96c6": 34, "\u8868\u793a\u5982\u679c\u6570\u636e\u5728": 34, "\u8def\u5f84\u4e2d\u4e0d\u53ef\u7528": 34, "\u5219\u4ece\u4e92\u8054\u7f51\u4e0b\u8f7d\u6570\u636e": 34, "target_transform": [34, 38, 41], "\u6307\u5b9a\u7279\u5f81\u548c\u6807\u7b7e\u7684\u8f6c\u6362": 34, "read_imag": [34, 179], "training_data": [34, 37, 38, 98, 102], "\u6211\u4eec\u53ef\u4ee5\u50cf\u5217\u8868\u4e00\u6837\u624b\u52a8\u7d22\u5f15": 34, "\u4f7f\u7528": [34, 88, 94, 95, 121, 129, 140, 208, 216, 236, 237, 243, 245, 246, 251, 252, 258, 260], "\u6765\u53ef\u89c6\u5316\u8bad\u7ec3\u6570\u636e\u4e2d\u7684\u4e00\u4e9b\u6837\u672c": 34, "labels_map": 34, "shirt": [34, 38, 94, 96, 170], "trouser": [34, 38, 94, 96, 170], "pullov": [34, 38, 94, 96, 170], "dress": [34, 38, 94, 96, 170], "coat": [34, 38, 94, 96, 170], "sandal": [34, 38, 94, 96, 170], "sneaker": [34, 38, 94, 96, 170], "ankl": [34, 38, 94, 96, 170], "boot": [34, 38, 94, 96, 159, 170], "add_subplot": [34, 127, 166, 170], "\u81ea\u5b9a\u4e49\u6570\u636e\u96c6\u7c7b\u5fc5\u987b\u5b9e\u73b0\u4e09\u4e2a\u51fd\u6570": 34, "\u8bf7\u770b\u8fd9\u4e2a\u5b9e\u73b0\u793a\u4f8b": 34, "\u56fe\u50cf\u5b58\u50a8\u5728\u76ee\u5f55": 34, "img_dir": 34, "\u5b83\u4eec\u7684\u6807\u7b7e\u5355\u72ec\u5b58\u50a8\u5728": 34, "csv": [34, 49, 51, 122], "\u6587\u4ef6": [34, 90, 104, 246, 258, 259], "annotations_fil": 34, "\u5177\u4f53\u4ee3\u7801\u5b9e\u73b0\u5982\u4e0b": 34, "customimagedataset": 34, "img_label": 34, "read_csv": [34, 51], "img_path": [34, 117, 179], "iloc": [34, 51], "\u51fd\u6570\u5728\u5b9e\u4f8b\u5316\u6570\u636e\u96c6\u5bf9\u8c61\u65f6\u8fd0\u884c\u4e00\u6b21": 34, "\u6211\u4eec\u521d\u59cb\u5316\u5305\u542b\u56fe\u50cf\u7684\u76ee\u5f55": 34, "\u6ce8\u91ca\u6587\u4ef6\u548c\u4e24\u79cd\u8f6c\u6362": 34, "\u5728\u4e0b\u4e00\u90e8\u5206\u4e2d\u5c06\u66f4\u8be6\u7ec6\u5730\u4ecb\u7ecd": 34, "\u6587\u4ef6\u7684\u5185\u5bb9\u5982\u4e0b": 34, "tshirt1": 34, "tshirt2": 34, "ankleboot999": 34, "\u51fd\u6570\u8fd4\u56de\u6570\u636e\u96c6\u4e2d\u7684\u6837\u672c\u6570\u91cf": 34, "\u51fd\u6570\u52a0\u8f7d\u5e76\u8fd4\u56de\u6570\u636e\u96c6\u4e2d\u7ed9\u5b9a\u7d22\u5f15": 34, "\u7684\u6837\u672c": 34, "\u6839\u636e\u7d22\u5f15": 34, "\u5b83\u786e\u5b9a\u56fe\u50cf\u5728\u78c1\u76d8\u4e0a\u7684\u4f4d\u7f6e": 34, "\u5c06\u5176\u8f6c\u6362\u4e3a\u5f20\u91cf": [34, 214], "\u4ece": [34, 39, 71, 90, 92, 93, 96, 214, 232, 238, 248, 256, 259], "\u4e2d\u7684": [34, 92, 104, 227, 231, 237, 238, 253], "\u6570\u636e\u4e2d\u68c0\u7d22\u76f8\u5e94\u7684\u6807\u7b7e": 34, "\u5bf9\u5b83\u4eec\u8c03\u7528\u8f6c\u6362\u51fd\u6570": 34, "\u5982\u679c\u9002\u7528": 34, "\u5e76\u4ee5\u5143\u7ec4\u5f62\u5f0f\u8fd4\u56de\u5f20\u91cf\u56fe\u50cf\u548c\u76f8\u5e94\u7684\u6807\u7b7e": 34, "\u4e00\u6b21\u68c0\u7d22\u6211\u4eec\u6570\u636e\u96c6\u7684\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81\u548c\u6807\u7b7e": 34, "\u5728\u8bad\u7ec3\u6a21\u578b\u65f6": [34, 89], "\u6211\u4eec\u901a\u5e38\u5e0c\u671b\u4ee5": 34, "\u5c0f\u6279\u91cf": 34, "\u7684\u65b9\u5f0f\u4f20\u9012\u6837\u672c": 34, "\u5728\u6bcf\u4e2a\u5468\u671f\u91cd\u65b0\u968f\u673a\u6392\u5217\u6570\u636e\u4ee5\u51cf\u5c11\u6a21\u578b\u8fc7\u62df\u5408": 34, "\u5e76\u4f7f\u7528": [34, 104, 121, 129, 213, 242, 247, 257], "\u52a0\u901f\u6570\u636e\u68c0\u7d22": 34, "\u662f\u4e00\u4e2a\u53ef\u8fed\u4ee3\u5bf9\u8c61": 34, "\u5b83\u901a\u8fc7\u7b80\u5355\u7684": 34, "\u4e3a\u6211\u4eec\u62bd\u8c61\u4e86\u8fd9\u4e9b\u590d\u6742\u6027": 34, "train_dataload": [34, 37, 38, 75, 115, 118, 149, 166], "shuffl": [34, 44, 45, 51, 52, 55, 73, 87, 92, 94, 96, 97, 104, 113, 115, 116, 117, 122, 123, 130, 136, 158, 159, 163, 167, 169, 170, 179, 222, 237, 251], "test_dataload": [34, 37, 38, 115], "train_featur": 34, "train_label": 34, "\u6211\u4eec\u5df2\u7ecf\u5c06\u6570\u636e\u96c6\u52a0\u8f7d\u5230": 34, "\u5e76\u53ef\u4ee5\u6839\u636e\u9700\u8981\u5bf9\u6570\u636e\u96c6\u8fdb\u884c\u8fed\u4ee3": 34, "\u4e0b\u9762\u7684\u6bcf\u6b21\u8fed\u4ee3\u90fd\u4f1a\u8fd4\u56de\u4e00\u4e2a\u6279\u6b21\u7684": 34, "\u5206\u522b\u5305\u542b": 34, "\u4e2a\u7279\u5f81\u548c\u6807\u7b7e": 34, "\u56e0\u4e3a\u6211\u4eec\u6307\u5b9a\u4e86": 34, "\u6240\u4ee5\u5728\u8fed\u4ee3\u5b8c\u6240\u6709\u6279\u6b21\u540e\u6570\u636e\u4f1a\u88ab\u91cd\u65b0\u6d17\u724c": 34, "\u5982\u679c\u60f3\u5bf9\u6570\u636e\u52a0\u8f7d\u987a\u5e8f\u8fdb\u884c\u66f4\u7cbe\u7ec6\u7684\u63a7\u5236": 34, "\u8bf7\u67e5\u770b": [34, 37, 94, 95, 214, 215], "data_tutori": [34, 35, 37, 38], "quickstart_tutori": [35, 36, 38], "tensorqs_tutori": [35, 40], "tensor_tutori": [35, 46, 48, 57], "dataquickstart_tutori": 35, "transforms_tutori": [35, 41], "autograd_tutori": [35, 37, 43, 46, 57], "optimization_tutori": [35, 37, 38], "saveloadrun_tutori": [35, 38, 39], "sphx_glr_beginner_basics_intro": 35, "sphx_glr_beginner_basics_saveloadrun_tutori": 35, "sphx_glr_beginner_basics_transforms_tutori": 35, "sphx_glr_beginner_basics_autogradqs_tutori": 35, "sphx_glr_beginner_basics_buildmodel_tutori": 35, "sphx_glr_beginner_basics_tensorqs_tutori": 35, "sphx_glr_beginner_basics_optimization_tutori": 35, "sphx_glr_beginner_basics_data_tutori": 35, "sphx_glr_beginner_basics_quickstart_tutori": 35, "suraj": [36, 53, 54, 55, 56, 109, 132, 133, 147, 177], "subramanian": [36, 53, 54, 55, 56, 109, 132, 133, 147, 177], "juarez": 36, "cassi": 36, "breviu": 36, "dmitri": 36, "soshnikov": 36, "ari": 36, "bornstein": 36, "\u5927\u591a\u6570\u673a\u5668\u5b66\u4e60\u5de5\u4f5c\u6d41\u6d89\u53ca\u5904\u7406\u6570\u636e": 36, "\u521b\u5efa\u6a21\u578b": 36, "\u4f18\u5316\u6a21\u578b\u53c2\u6570\u548c\u4fdd\u5b58\u8bad\u7ec3\u597d\u7684\u6a21\u578b": 36, "\u672c\u6559\u7a0b\u5c06\u5411\u60a8\u4ecb\u7ecd\u5728pytorch\u4e2d\u5b9e\u73b0\u7684\u5b8c\u6574ml\u5de5\u4f5c\u6d41": 36, "\u5e76\u63d0\u4f9b\u94fe\u63a5\u4ee5\u4e86\u89e3\u6709\u5173\u8fd9\u4e9b\u6982\u5ff5\u7684\u66f4\u591a\u4fe1\u606f": 36, "\u6211\u4eec\u5c06\u4f7f\u7528fashionmnist\u6570\u636e\u96c6\u6765\u8bad\u7ec3\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc": 36, "\u8be5\u7f51\u7edc\u53ef\u4ee5\u9884\u6d4b\u8f93\u5165\u56fe\u50cf\u662f\u5426\u5c5e\u4e8e\u4ee5\u4e0b\u7c7b\u522b\u4e4b\u4e00": 36, "t\u6064": 36, "\u4e0a\u8863": 36, "\u957f\u88e4": 36, "\u5957\u5934\u886b": 36, "\u8fde\u8863\u88d9": 36, "\u5916\u5957": 36, "\u51c9\u978b": 36, "\u886c\u886b": 36, "\u8fd0\u52a8\u978b": 36, "\u5305\u6216\u8e1d\u9774": 36, "\u672c\u6559\u7a0b\u5047\u8bbe\u60a8\u5bf9python\u548c\u6df1\u5ea6\u5b66\u4e60\u6982\u5ff5\u6709\u57fa\u672c\u7684\u4e86\u89e3": [36, 88], "\u60a8\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u51e0\u79cd\u65b9\u5f0f\u8fd0\u884c\u672c\u6559\u7a0b": [36, 88], "\u5728\u4e91\u7aef": [36, 88], "\u8fd9\u662f\u5f00\u59cb\u7684\u6700\u7b80\u5355\u65b9\u5f0f": [36, 88], "\u6bcf\u4e2a\u90e8\u5206\u7684\u9876\u90e8\u90fd\u6709\u4e00\u4e2a": 36, "\u5728microsoft": 36, "learn\u4e2d\u8fd0\u884c": 36, "\u5728googl": 36, "colab\u4e2d\u8fd0\u884c": [36, 237], "\u7684\u94fe\u63a5": 36, "\u5206\u522b\u4f1a\u5728microsoft": 36, "learn\u6216googl": 36, "colab\u4e2d\u6253\u5f00\u4e00\u4e2a\u96c6\u6210\u7684\u7b14\u8bb0\u672c": 36, "\u63d0\u4f9b\u5e26\u6709\u4ee3\u7801\u7684\u5b8c\u5168\u6258\u7ba1\u73af\u5883": 36, "\u672c\u5730\u8fd0\u884c": 36, "\u6b64\u9009\u9879\u9700\u8981\u60a8\u9996\u5148\u5728\u672c\u5730\u673a\u5668\u4e0a\u8bbe\u7f6epytorch\u548ctorchvis": [36, 88], "\u5b89\u88c5\u8bf4\u660e": [36, 88], "\u4e0b\u8f7d\u7b14\u8bb0\u672c\u6216\u5c06\u4ee3\u7801\u590d\u5236\u5230\u60a8\u559c\u6b22\u7684ide\u4e2d": 36, "\u5982\u679c\u60a8\u719f\u6089\u5176\u4ed6\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6": 36, "\u8bf7\u5148\u67e5\u770b": 36, "\u4ee5\u5feb\u901f\u719f\u6089pytorch\u7684api": 36, "\u5982\u679c\u60a8\u662f\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u7684\u65b0\u624b": 36, "\u8bf7\u76f4\u63a5\u8fdb\u5165\u6211\u4eec\u9010\u6b65\u6307\u5357\u7684\u7b2c\u4e00\u90e8\u5206": 36, "\u4f18\u5316\u6a21\u578b": 36, "\u4fdd\u5b58": [36, 241, 243], "\u52a0\u8f7d\u548c\u4f7f\u7528\u6a21\u578b": 36, "\u73b0\u5728\u6211\u4eec\u6709\u4e86\u6a21\u578b\u548c\u6570\u636e": 37, "\u662f\u65f6\u5019\u901a\u8fc7\u5728\u6570\u636e\u4e0a\u4f18\u5316\u6a21\u578b\u53c2\u6570\u6765\u8bad\u7ec3": 37, "\u9a8c\u8bc1\u548c\u6d4b\u8bd5\u6211\u4eec\u7684\u6a21\u578b\u4e86": 37, "\u8bad\u7ec3\u6a21\u578b\u662f\u4e00\u4e2a\u8fed\u4ee3\u8fc7\u7a0b": 37, "\u5728\u6bcf\u6b21\u8fed\u4ee3\u4e2d": 37, "\u6a21\u578b\u4f1a\u5bf9\u8f93\u51fa\u8fdb\u884c\u731c\u6d4b": 37, "\u8ba1\u7b97\u5176\u731c\u6d4b\u7684\u8bef\u5dee": 37, "\u635f\u5931": [37, 89, 96], "\u6536\u96c6\u8bef\u5dee\u76f8\u5bf9\u4e8e\u5176\u53c2\u6570\u7684\u5bfc\u6570": 37, "\u5982\u6211\u4eec\u5728": 37, "\u524d\u4e00\u8282": 37, "_\u4e2d\u6240\u89c1": 37, "\u5e76\u4f7f\u7528\u68af\u5ea6\u4e0b\u964d\u6cd5": 37, "\u4f18\u5316": [37, 92, 251], "\u8fd9\u4e9b\u53c2\u6570": 37, "\u6709\u5173\u6b64\u8fc7\u7a0b\u7684\u66f4\u8be6\u7ec6\u8bb2\u89e3": 37, "3blue1brown": [37, 43], "\u7684\u8fd9\u4e2a\u89c6\u9891": 37, "www": [37, 49, 94, 104, 138, 166, 179, 237, 262, 264], "youtub": [37, 53, 54, 55, 56, 89, 90, 92, 93, 94, 95, 96, 121, 132, 133, 176], "tiehlnjs5u8": 37, "\u6211\u4eec\u52a0\u8f7d\u524d\u51e0\u8282\u4e2d\u7684": 37, "\u6570\u636e\u96c6\u548c\u6570\u636e\u52a0\u8f7d\u5668": 37, "_\u548c": 37, "\u6784\u5efa\u6a21\u578b": [37, 88, 89, 90, 92, 94, 95, 96], "_\u7684\u4ee3\u7801": 37, "flatten": [37, 38, 44, 47, 68, 69, 73, 87, 97, 105, 111, 118, 123, 124, 130, 135, 137, 139, 147, 149, 151, 155, 158, 163, 194, 196, 204, 210, 220, 232, 234, 240], "\u8d85\u53c2\u6570\u662f\u53ef\u8c03\u53c2\u6570": 37, "\u5b83\u4eec\u53ef\u4ee5\u8ba9\u60a8\u63a7\u5236\u6a21\u578b\u7684\u4f18\u5316\u8fc7\u7a0b": 37, "\u4e0d\u540c\u7684\u8d85\u53c2\u6570\u503c\u4f1a\u5f71\u54cd\u6a21\u578b\u7684\u8bad\u7ec3\u548c\u6536\u655b\u901f\u5ea6": 37, "\u9605\u8bfb\u66f4\u591a": 37, "\u5173\u4e8e\u8d85\u53c2\u6570\u8c03\u6574\u7684\u5185\u5bb9": 37, "\u6211\u4eec\u4e3a\u8bad\u7ec3\u5b9a\u4e49\u4ee5\u4e0b\u8d85\u53c2\u6570": 37, "epoch\u6570\u91cf": 37, "\u8fed\u4ee3\u6574\u4e2a\u6570\u636e\u96c6\u7684\u6b21\u6570": 37, "\u6279\u91cf\u5927\u5c0f": 37, "\u5728\u66f4\u65b0\u53c2\u6570\u4e4b\u524d": 37, "\u901a\u8fc7\u7f51\u7edc\u4f20\u64ad\u7684\u6570\u636e\u6837\u672c\u6570\u91cf": 37, "\u5b66\u4e60\u7387": 37, "\u5728\u6bcf\u4e2a\u6279\u6b21": 37, "epoch\u4e2d\u66f4\u65b0\u6a21\u578b\u53c2\u6570\u7684\u5e45\u5ea6": 37, "\u8f83\u5c0f\u7684\u503c\u4f1a\u5bfc\u81f4\u5b66\u4e60\u901f\u5ea6\u7f13\u6162": 37, "\u800c\u8f83\u5927\u7684\u503c\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0\u4e0d\u53ef\u9884\u6d4b\u7684\u884c\u4e3a": 37, "learning_r": [37, 47, 49, 63, 64, 68, 69, 71, 72, 97, 111, 126, 127, 128, 138, 149, 166], "\u4e00\u65e6\u8bbe\u7f6e\u597d\u8d85\u53c2\u6570": 37, "\u6211\u4eec\u5c31\u53ef\u4ee5\u7528\u4f18\u5316\u5faa\u73af\u6765\u8bad\u7ec3\u548c\u4f18\u5316\u6211\u4eec\u7684\u6a21\u578b": 37, "\u4f18\u5316\u5faa\u73af\u7684\u6bcf\u6b21\u8fed\u4ee3\u79f0\u4e3a\u4e00\u4e2a": 37, "\u6bcf\u4e2aepoch\u7531\u4e24\u4e2a\u4e3b\u8981\u90e8\u5206\u7ec4\u6210": 37, "\u8bad\u7ec3\u5faa\u73af": 37, "\u8fed\u4ee3\u8bad\u7ec3\u6570\u636e\u96c6\u5e76\u5c1d\u8bd5\u6536\u655b\u5230\u6700\u4f73\u53c2\u6570": 37, "\u9a8c\u8bc1": [37, 96], "\u6d4b\u8bd5\u5faa\u73af": 37, "\u8fed\u4ee3\u6d4b\u8bd5\u6570\u636e\u96c6\u4ee5\u68c0\u67e5\u6a21\u578b\u6027\u80fd\u662f\u5426\u6709\u63d0\u9ad8": 37, "\u8ba9\u6211\u4eec\u7b80\u8981\u4e86\u89e3\u8bad\u7ec3\u5faa\u73af\u4e2d\u4f7f\u7528\u7684\u4e00\u4e9b\u6982\u5ff5": 37, "\u8df3\u5230\u524d\u9762\u67e5\u770b\u4f18\u5316\u5faa\u73af\u7684": 37, "\u5f53\u9762\u5bf9\u4e00\u4e9b\u8bad\u7ec3\u6570\u636e\u65f6": 37, "\u6211\u4eec\u672a\u8bad\u7ec3\u7684\u7f51\u7edc\u53ef\u80fd\u4e0d\u4f1a\u7ed9\u51fa\u6b63\u786e\u7684\u7b54\u6848": 37, "\u8861\u91cf\u83b7\u5f97\u7684\u7ed3\u679c\u4e0e\u76ee\u6807\u503c\u7684\u5dee\u5f02\u7a0b\u5ea6": 37, "\u8fd9\u662f\u6211\u4eec\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u5e0c\u671b\u6700\u5c0f\u5316\u7684": 37, "\u8981\u8ba1\u7b97\u635f\u5931": 37, "\u6211\u4eec\u4f7f\u7528\u7ed9\u5b9a\u6570\u636e\u6837\u672c\u7684\u8f93\u5165\u8fdb\u884c\u9884\u6d4b": 37, "\u5e76\u5c06\u5176\u4e0e\u771f\u5b9e\u7684\u6570\u636e\u6807\u7b7e\u503c\u8fdb\u884c\u6bd4\u8f83": 37, "\u5e38\u89c1\u7684\u635f\u5931\u51fd\u6570\u5305\u62ec\u7528\u4e8e\u56de\u5f52\u4efb\u52a1\u7684": 37, "\u5747\u65b9\u8bef\u5dee": [37, 93], "\u4ee5\u53ca\u7528\u4e8e\u5206\u7c7b\u7684": 37, "nllloss": [37, 99, 102, 103, 110, 115, 127, 128, 166], "\u8d1f\u5bf9\u6570\u4f3c\u7136": 37, "_\u7ed3\u5408\u4e86": 37, "logsoftmax": [37, 78, 110, 115, 127, 128], "\u6211\u4eec\u5c06\u6a21\u578b\u7684\u8f93\u51falogits\u4f20\u9012\u7ed9": 37, "\u5b83\u5c06\u6807\u51c6\u5316logits\u5e76\u8ba1\u7b97\u9884\u6d4b\u8bef\u5dee": 37, "loss_fn": [37, 38, 68, 69, 78, 96, 111, 118, 134, 135, 137, 147, 150, 155, 162, 215, 231, 260], "\u4f18\u5316\u662f\u8c03\u6574\u6a21\u578b\u53c2\u6570\u4ee5\u51cf\u5c11\u6bcf\u6b21\u8bad\u7ec3\u6b65\u9aa4\u4e2d\u7684\u6a21\u578b\u8bef\u5dee\u7684\u8fc7\u7a0b": 37, "\u4f18\u5316\u7b97\u6cd5": 37, "\u5b9a\u4e49\u4e86\u8fd9\u4e2a\u8fc7\u7a0b\u5982\u4f55\u8fdb\u884c": 37, "\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\u6211\u4eec\u4f7f\u7528\u968f\u673a\u68af\u5ea6\u4e0b\u964d\u6cd5": 37, "\u6240\u6709\u4f18\u5316\u903b\u8f91\u90fd\u5c01\u88c5\u5728": 37, "\u5bf9\u8c61\u4e2d": 37, "\u5728\u8fd9\u91cc": [37, 90, 92, 96, 111, 235, 243, 253], "\u6211\u4eec\u4f7f\u7528sgd\u4f18\u5316\u5668": 37, "\u6b64\u5916": [37, 93, 215, 231, 232], "pytorch\u4e2d\u8fd8\u6709\u8bb8\u591a": 37, "\u4e0d\u540c\u7684\u4f18\u5316\u5668": 37, "\u5982adam\u548crmsprop": 37, "\u5b83\u4eec\u5bf9\u4e0d\u540c\u7c7b\u578b\u7684\u6a21\u578b\u548c\u6570\u636e\u6548\u679c\u66f4\u597d": 37, "\u6211\u4eec\u901a\u8fc7\u6ce8\u518c\u9700\u8981\u8bad\u7ec3\u7684\u6a21\u578b\u53c2\u6570\u5e76\u4f20\u5165\u5b66\u4e60\u7387\u8d85\u53c2\u6570\u6765\u521d\u59cb\u5316\u4f18\u5316\u5668": 37, "\u5728\u8bad\u7ec3\u5faa\u73af\u4e2d": 37, "\u4f18\u5316\u5206\u4e3a\u4e09\u4e2a\u6b65\u9aa4": 37, "\u8c03\u7528": [37, 95, 104, 238, 241, 242, 246, 247, 248], "\u6765\u91cd\u7f6e\u6a21\u578b\u53c2\u6570\u7684\u68af\u5ea6": 37, "\u68af\u5ea6\u4f1a\u7d2f\u52a0": 37, "\u4e3a\u9632\u6b62\u91cd\u590d\u8ba1\u7b97": 37, "\u6211\u4eec\u5728\u6bcf\u6b21\u8fed\u4ee3\u65f6\u663e\u5f0f\u5c06\u5176\u5f52\u96f6": 37, "\u53cd\u5411\u4f20\u64ad\u9884\u6d4b\u635f\u5931": 37, "pytorch\u4f1a\u5c06\u635f\u5931\u76f8\u5bf9\u4e8e\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u5b58\u50a8\u4e0b\u6765": 37, "\u4e00\u65e6\u6211\u4eec\u6709\u4e86\u68af\u5ea6": 37, "\u5c31\u8c03\u7528": 37, "\u901a\u8fc7\u53cd\u5411\u4f20\u64ad\u4e2d\u6536\u96c6\u7684\u68af\u5ea6\u6765\u8c03\u6574\u53c2\u6570": 37, "\u6211\u4eec\u5b9a\u4e49\u4e86": 37, "train_loop": 37, "\u6765\u5faa\u73af\u6267\u884c\u4f18\u5316\u4ee3\u7801": 37, "\u5e76\u5b9a\u4e49\u4e86": 37, "test_loop": 37, "\u6765\u8bc4\u4f30\u6a21\u578b\u5728\u6d4b\u8bd5\u6570\u636e\u4e0a\u7684\u6027\u80fd": 37, "unnecessari": [37, 172, 178], "7f": [37, 38], "8f": [37, 38], "\u6211\u4eec\u521d\u59cb\u5316\u635f\u5931\u51fd\u6570\u548c\u4f18\u5316\u5668": 37, "\u5e76\u5c06\u5b83\u4eec\u4f20\u9012\u7ed9": 37, "\u60a8\u53ef\u4ee5\u5c1d\u8bd5\u589e\u52a0epoch\u7684\u6570\u91cf\u4ee5\u89c2\u5bdf\u6a21\u578b\u6027\u80fd\u7684\u63d0\u5347": 37, "warmstart": [37, 236], "\u672c\u8282\u5c06\u4ecb\u7ecd\u673a\u5668\u5b66\u4e60\u4efb\u52a1\u4e2d\u5e38\u7528\u7684api": 38, "\u60f3\u66f4\u6df1\u5165\u4e86\u89e3\u5404\u6a21\u5757\u5185\u5bb9": 38, "\u53ef\u53c2\u8003\u6bcf\u8282\u6587\u672b\u5904\u7684\u94fe\u63a5": 38, "\u63d0\u4f9b\u4e86\u4e24\u4e2a\u7528\u4e8e": 38, "\u5904\u7406\u6570\u636e\u7684\u539f\u8bed": 38, "\u5219\u5728": 38, "\u5916\u90e8\u5c01\u88c5\u4e00\u5c42": 38, "\u53d8\u4e3a\u53ef\u8fed\u4ee3\u5bf9\u8c61": 38, "\u63d0\u4f9b\u4e86\u7279\u5b9a\u9886\u57df\u7684\u5e93": 38, "torchaudio": [38, 50, 92, 96, 121, 122, 159, 169, 185, 188, 237], "\u6240\u6709\u8fd9\u4e9b\u5e93\u90fd\u5305\u542b\u4e86\u5bf9\u5e94\u6570\u636e\u96c6": 38, "\u5728\u672c\u6559\u7a0b\u4e2d": [38, 129, 208, 211, 213, 215, 217, 220, 222, 227, 230, 234, 238, 239, 241, 243, 244, 245, 246, 247, 249, 250, 251, 253, 256, 257, 258, 259, 260], "\u6211\u4eec\u5c06\u4f7f\u7528": [38, 89, 90, 96, 104, 211, 217, 234, 235, 237, 239, 241, 242, 243, 244, 249, 250, 253], "\u6a21\u5757\u5305\u542b\u8bb8\u591a\u73b0\u5b9e\u4e16\u754c\u89c6\u89c9\u6570\u636e": 38, "cifar": [38, 44, 92, 170], "coco": [38, 179], "\u6570\u636e\u96c6\u5217\u8868": 38, "\u6211\u4eec\u4f7f\u7528": [38, 41, 96, 104, 111, 214, 220, 230, 250], "\u6bcf\u4e2atorchvis": 38, "\u5305\u62ec\u4e24\u4e2a\u53c2\u6570": 38, "\u5206\u522b\u7528\u4e8e\u4fee\u6539\u6837\u672c\u6570\u636e\u548c\u6807\u7b7e": 38, "\u6211\u4eec\u5c06": [38, 90, 95, 253, 259], "\u4f5c\u4e3a\u53c2\u6570\u4f20\u9012\u7ed9": 38, "\u5728\u6570\u636e\u96c6\u4e0a\u5c01\u88c5\u4e86\u4e00\u4e2a\u53ef\u8fed\u4ee3\u5bf9\u8c61": 38, "\u652f\u6301\u81ea\u52a8\u6279\u5904\u7406": 38, "\u91c7\u6837": 38, "\u6253\u4e71\u548c\u591a\u8fdb\u7a0b\u6570\u636e\u52a0\u8f7d": 38, "\u8fd9\u91cc\u6211\u4eec\u5b9a\u4e49\u4e00\u4e2a\u6279\u5904\u7406\u5927\u5c0f\u4e3a": 38, "\u5373": [38, 89, 104, 245], "\u6bcf\u6279\u5c06\u8fd4\u56de\u5927\u5c0f\u4e3a": 38, "\u7684\u7279\u5f81\u6570\u636e\u548c\u6807\u7b7e": 38, "\u83b7\u53d6\u66f4\u591a\u5173\u4e8e": 38, "pytorch\u6570\u636e\u52a0\u8f7d": 38, "\u7684\u4fe1\u606f": 38, "\u8981\u5728": [38, 72], "\u4e2d\u5b9a\u4e49\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc": 38, "\u6211\u4eec\u9700\u8981\u521b\u5efa\u4e00\u4e2a\u7ee7\u627f\u81ea": 38, "\u7684\u7c7b": [38, 93], "\u6211\u4eec\u5728": [38, 94, 104, 238], "\u51fd\u6570\u4e2d\u5b9a\u4e49\u7f51\u7edc\u7684\u5c42": 38, "\u51fd\u6570\u4e2d\u6307\u5b9a\u6570\u636e\u5982\u4f55\u7ecf\u8fc7\u7f51\u7edc": 38, "\u4e3a\u4e86\u52a0\u901f\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u8fd0\u7b97": 38, "\u6211\u4eec\u5c06\u5176\u79fb\u5230": 38, "pytorch\u6784\u5efa\u795e\u7ecf\u7f51\u7edc": 38, "\u7684\u5185\u5bb9": 38, "\u7ec3\u4e00\u4e2a\u6a21\u578b": 38, "\u6211\u4eec\u9700\u8981\u4e00\u4e2a": 38, "\u635f\u5931\u51fd\u6570": [38, 89, 92, 104], "\u548c\u4e00\u4e2a": 38, "\u4f18\u5316\u5668": [38, 92, 211, 217, 242, 243, 248, 250, 260], "\u5728\u5355\u4e2a\u8bad\u7ec3\u5faa\u73af\u4e2d": 38, "\u6a21\u578b\u5bf9\u8bad\u7ec3\u6570\u636e\u96c6": 38, "\u5206\u6279\u8f93\u5165": 38, "\u8fdb\u884c\u9884\u6d4b": 38, "\u5e76\u901a\u8fc7\u53cd\u5411\u4f20\u64ad\u9884\u6d4b\u8bef\u5dee\u6765\u8c03\u6574\u6a21\u578b\u7684\u53c2\u6570": 38, "\u6211\u4eec\u8fd8\u9700\u68c0\u67e5\u6a21\u578b\u5728\u6d4b\u8bd5\u6570\u636e\u96c6\u4e0a\u7684\u6548\u679c": 38, "\u4ee5\u786e\u4fdd\u5b83\u5728\u6301\u7eed\u5b66\u4e60": 38, "\u901a\u8fc7\u591a\u6b21\u8fed\u4ee3": 38, "\u8fdb\u884c\u8bad\u7ec3": 38, "\u5728\u6bcf\u4e2a\u8fed\u4ee3\u8fc7\u7a0b\u4e2d": 38, "\u6a21\u578b\u901a\u8fc7\u5bf9\u53c2\u6570\u7684\u5b66\u4e60\u4ee5\u63d0\u9ad8\u9884\u6d4b\u51c6\u786e\u6027": 38, "\u6211\u4eec\u5728\u6bcf\u4e2a": [38, 104], "\u6253\u5370\u6a21\u578b\u7684\u51c6\u786e\u7387\u548c\u635f\u5931": 38, "\u6211\u4eec\u5e0c\u671b\u770b\u5230\u968f\u7740\u6bcf\u4e2a": 38, "\u8bad\u7ec3": [38, 96, 237], "\u6a21\u578b\u9884\u6d4b\u51c6\u786e\u7387\u4e0d\u65ad\u63d0\u9ad8": 38, "\u635f\u5931\u9010\u6e10\u51cf\u5c11": 38, "\u8bad\u7ec3\u6a21\u578b": [38, 88, 89, 90, 92, 93, 94, 95], "\u4fdd\u5b58\u6a21\u578b\u7684\u5e38\u89c1\u65b9\u6cd5\u662f\u5c06\u5185\u90e8\u72b6\u6001\u5b57\u5178": 38, "\u5305\u542b\u6a21\u578b\u53c2\u6570": 38, "\u5e8f\u5217\u5316": 38, "\u52a0\u8f7d\u6a21\u578b\u7684\u8fc7\u7a0b\u5305\u62ec\u91cd\u65b0\u521b\u5efa\u6a21\u578b\u7ed3\u6784\u5e76\u52a0\u8f7d\u5176\u5185\u90e8\u72b6\u6001\u5b57\u5178": 38, "\u8fd9\u4e2a\u6a21\u578b\u73b0\u5728\u53ef\u4ee5\u7528\u6765\u8fdb\u884c\u9884\u6d4b\u4e86": 38, "\u83b7\u53d6\u66f4\u591a\u6709\u5173": 38, "\u5728\u672c\u8282\u4e2d": 39, "\u6211\u4eec\u5c06\u5b66\u4e60\u5982\u4f55\u901a\u8fc7\u4fdd\u5b58": 39, "\u52a0\u8f7d\u4ee5\u53ca\u8fd0\u884c\u6a21\u578b\u9884\u6d4b": 39, "\u6765\u6301\u4e45\u5316\u6a21\u578b": 39, "pytorch\u6a21\u578b\u5c06\u5b66\u4e60\u5230\u7684\u53c2\u6570\u5b58\u50a8\u5728\u4e00\u4e2a\u5185\u90e8\u72b6\u6001\u5b57\u5178\u4e2d": 39, "\u8fd9\u4e9b\u53c2\u6570\u53ef\u4ee5\u901a\u8fc7": 39, "\u8fdb\u884c\u6301\u4e45\u5316": 39, "vgg16": [39, 148], "imagenet1k_v1": [39, 90, 117, 140, 169, 196, 230], "model_weight": 39, "\u8981\u52a0\u8f7d\u6a21\u578b\u6743\u91cd": 39, "\u60a8\u9700\u8981\u5148\u521b\u5efa\u4e00\u4e2a\u76f8\u540c\u6a21\u578b\u7684\u5b9e\u4f8b": 39, "\u7136\u540e\u4f7f\u7528": [39, 242, 244], "\u65b9\u6cd5\u52a0\u8f7d\u53c2\u6570": 39, "untrain": 39, "\u6ce8\u610f": [39, 89, 90, 95, 96, 104, 214, 217, 239, 241, 243, 251, 259], "\u5728\u8fdb\u884c\u63a8\u7406\u4e4b\u524d": 39, "\u8bf7\u786e\u4fdd\u8c03\u7528": [39, 241], "\u65b9\u6cd5\u4ee5\u5c06": 39, "layers\u8bbe\u7f6e\u4e3a\u8bc4\u4f30\u6a21\u5f0f": [39, 243], "\u5982\u679c\u4e0d\u8fd9\u6837\u505a": [39, 242], "\u5c06\u5bfc\u81f4\u4e0d\u4e00\u81f4\u7684\u63a8\u7406\u7ed3\u679c": 39, "\u5728\u52a0\u8f7d\u6a21\u578b\u6743\u91cd\u65f6": 39, "\u6211\u4eec\u9700\u8981\u5148\u5b9e\u4f8b\u5316\u6a21\u578b\u7c7b": 39, "\u56e0\u4e3a\u7c7b\u5b9a\u4e49\u4e86\u7f51\u7edc\u7684\u7ed3\u6784": 39, "\u6211\u4eec\u53ef\u80fd\u5e0c\u671b\u5c06\u8fd9\u4e2a\u7c7b\u7684\u7ed3\u6784\u4e0e\u6a21\u578b\u4e00\u8d77\u4fdd\u5b58": 39, "\u6211\u4eec\u53ef\u4ee5\u5c06": 39, "\u800c\u4e0d\u662f": [39, 89, 95, 96, 104, 111, 231, 232], "\u4f20\u9012\u7ed9": [39, 239, 241], "\u51fd\u6570": [39, 41, 89, 92, 104, 111, 234, 235, 239, 241, 243, 257, 258], "\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u65b9\u5f0f\u52a0\u8f7d\u6a21\u578b": 39, "\u4e2d\u4fdd\u5b58\u548c\u52a0\u8f7d\u901a\u7528checkpoint": 39, "\u7684\u5b9e\u7528\u6280\u5de7": 39, "\u7c7b\u4f3c\u4e8e\u6570\u7ec4\u548c\u77e9\u9635": 40, "\u5f20\u91cf\u4e5f\u662f\u4e00\u79cd\u7279\u5b9a\u7684\u6570\u636e\u7ed3\u6784": 40, "\u5728pytorch\u4e2d": [40, 111, 234, 243], "\u6211\u4eec\u4f7f\u7528\u5f20\u91cf\u5bf9\u4e00\u4e2a\u6a21\u578b\u7684\u53c2\u6570": 40, "\u8f93\u5165\u548c\u8f93\u51fa\u8fdb\u884c\u7f16\u7801": 40, "\u5f20\u91cf\u7684\u7ed3\u6784\u7c7b\u4f3c\u4e8e": 40, "\u4e2d\u7684ndarrai": 40, "\u800c\u5f20\u91cf\u53ef\u4ee5\u8fd0\u884c\u5728gpu\u53ca\u5176\u4ed6\u76f8\u4f3c\u7684\u786c\u4ef6\u52a0\u901f\u5668\u4e0a": 40, "\u4e8b\u5b9e\u4e0a": [40, 92, 93], "\u4e3a\u4e86\u51cf\u5c11\u6570\u636e\u7684\u62f7\u8d1d": 40, "\u5f20\u91cf\u548cnumpi": 40, "arrays\u5728\u5e95\u5c42\u5e38\u5e38\u5171\u4eab\u540c\u4e00\u5757\u5185\u5b58": 40, "bridg": [40, 85, 226], "role": [40, 103, 157, 164, 178, 264], "\u5728\u81ea\u52a8\u5fae\u5206": 40, "\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u4f7f\u7528\u5f20\u91cf\u8fdb\u884c\u4f18\u5316": 40, "\u5728\u540e\u7eed": 40, "\u7ae0\u8282\u53ef\u4ee5\u770b\u5230\u66f4\u591a\u6709\u5173\u5185\u5bb9": 40, "\u5982\u679c\u5df2\u7ecf\u5bf9ndarrays\u5341\u5206\u719f\u6089\u4e86": 40, "\u90a3\u5bf9\u5f20\u91cf\u7684api\u4e5f\u53ef\u4ee5\u8fd0\u7528\u81ea\u5982": 40, "\u5982\u679c\u8fd8\u4e0d\u719f\u6089": 40, "\u4e0b\u9762\u7684\u6559\u7a0b\u4f1a\u5e2e\u52a9\u4f60\u4e0a\u624b": 40, "\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u591a\u79cd\u65b9\u5f0f\u521b\u5efa\u4e00\u4e2a\u5f20\u91cf": 40, "\u4f7f\u7528\u6570\u636e\u521b\u5efa": 40, "\u901a\u8fc7\u5df2\u5b9a\u4e49\u7684\u6570\u636e\u53ef\u4ee5\u76f4\u63a5\u521b\u5efa\u51fa\u6765\u5f20\u91cf": 40, "\u521b\u5efa\u65f6\u4f1a\u81ea\u52a8\u63a8\u65ad\u6570\u636e\u7c7b\u578b": 40, "x_data": [40, 48], "\u4f7f\u7528numpi": 40, "array\u521b\u5efa": 40, "\u53ef\u4ee5\u4f7f\u7528numpi": 40, "array\u521b\u5efa\u5f20\u91cf": 40, "\u53cd\u4e4b\u4ea6\u53ef": 40, "np_arrai": [40, 48], "x_np": [40, 48], "\u4f7f\u7528\u5df2\u6709\u5f20\u91cf\u521b\u5efa": 40, "\u65b0\u7684\u5f20\u91cf\u4f1a\u4fdd\u7559\u539f\u5f20\u91cf\u7684\u5c5e\u6027": 40, "\u5f62\u72b6": [40, 95], "\u6570\u636e\u7c7b\u578b": [40, 72, 231, 248], "\u9664\u975e\u521b\u5efa\u65f6\u663e\u793a\u58f0\u660e": 40, "x_one": [40, 48], "Ones": [40, 48], "x_rand": [40, 48], "rand_lik": [40, 48, 95, 142, 154], "\u901a\u8fc7\u968f\u673a\u6216\u5e38\u91cf\u521b\u5efa": 40, "\u63cf\u8ff0\u4e86\u5f20\u91cf\u7684\u7ef4\u5ea6": 40, "\u5728\u4e0b\u9762\u7684\u65b9\u6cd5\u8c03\u7528\u65f6": 40, "\u901a\u8fc7\u5b83\u6765\u58f0\u660e\u521b\u5efa\u5f20\u91cf\u7684\u7ef4\u5ea6": 40, "rand_tensor": [40, 48], "ones_tensor": [40, 48], "zeros_tensor": [40, 48], "\u5f20\u91cf\u7684\u5c5e\u6027\u4fdd\u5b58\u4e86\u5176\u5f62\u72b6": 40, "\u4ee5\u53ca\u5176\u5b58\u50a8\u8bbe\u5907\u7c7b\u578b": 40, "\u5f20\u91cf\u6709\u8d85\u8fc7100\u4e2a\u64cd\u4f5c\u65b9\u6cd5": 40, "\u5305\u62ec\u7b97\u6570": 40, "\u7ebf\u6027\u4ee3\u6570": 40, "\u77e9\u9635\u64cd\u4f5c": 40, "\u8f6c\u7f6e": 40, "\u7d22\u5f15": 40, "\u5207\u7247": 40, "\u91c7\u6837\u7b49": 40, "\u90fd\u5728": 40, "\u8fd9\u91cc": [40, 41, 90, 93, 95, 96, 104, 222, 231, 248], "\u6709\u8be6\u7ec6\u7684\u63cf\u8ff0": 40, "\u6bcf\u4e2a\u64cd\u4f5c\u90fd\u53ef\u4ee5\u5728gpu\u4e0a\u8fd0\u884c": 40, "\u901a\u5e38\u6bd4\u5728cpu\u4e0a\u901f\u5ea6\u66f4\u5feb": 40, "\u5982\u679c\u4f60\u5728\u4f7f\u7528colab": 40, "\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539runtim": 40, "gpu\u6765\u5206\u914d\u4e00\u4e2agpu": 40, "\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u5f20\u91cf\u662f\u5728cpu\u4e0a\u521b\u5efa\u7684": 40, "\u53ef\u4ee5\u901a\u8fc7": [40, 93, 232], "\u65b9\u6cd5\u5c06\u5f20\u91cf\u663e\u793a\u7684\u8f6c\u79fb\u5230gpu\u4e0a": 40, "\u5982\u679cgpu\u5728\u4f60\u7684\u73af\u5883\u91cc\u53ef\u7528\u7684\u8bdd": 40, "\u9700\u8981\u6ce8\u610f\u7684\u662f": 40, "\u5728\u4e0d\u540c\u8bbe\u5907\u95f4\u590d\u5236\u5927\u578b\u5f20\u91cf\u9700\u8981\u6d88\u8017\u5927\u91cf\u5185\u5b58": 40, "\u5e76\u4e14\u8017\u65f6\u8f83\u957f": 40, "\u5c1d\u8bd5\u4e0b\u5217\u64cd\u4f5c": 40, "\u5982\u679c\u4f60\u5df2\u7ecf\u5bf9numpi": 40, "api\u5341\u5206\u719f\u6089": 40, "\u4e0a\u624b\u5f20\u91cfapi\u5c06\u4f1a\u5f88\u7b80\u5355": 40, "\u7c7b\u4f3cnumpy\u7684\u7d22\u5f15\u548c\u5207\u7247\u64cd\u4f5c": 40, "\u8fde\u63a5\u5f20\u91cf": 40, "\u4f60\u53ef\u4ee5\u4f7f\u7528": [40, 95], "\u6cbf\u7740\u7ed9\u5b9a\u7684\u7ef4\u5ea6\u8fde\u63a5\u4e00\u7cfb\u5217\u5f20\u91cf": 40, "\u53e6\u4e00\u4e2a\u5f20\u91cf\u8fde\u63a5\u64cd\u4f5c\u7b26": 40, "\u4e0e": [40, 92, 93, 95, 111, 215, 248, 256], "\u7a0d\u6709\u4e0d\u540c": 40, "\u8bf7\u53c2\u9605": [40, 89, 94, 95, 208, 211, 214, 231, 246, 247, 248, 257, 258, 259], "\u8fd0\u7b97\u64cd\u4f5c": 40, "y1": [40, 179, 246], "y2": 40, "y3": 40, "wise": [40, 48, 73, 95, 99, 110, 124, 136, 145, 148, 151], "z1": [40, 145], "z2": 40, "z3": 40, "\u5355\u4e2a\u5143\u7d20\u7684\u5f20\u91cf": 40, "\u5728\u805a\u5408\u8fd0\u7b97\u573a\u666f\u4e2d": 40, "\u4f60\u53ef\u80fd\u4f1a\u5f97\u5230\u4e00\u4e2a\u5355\u5143\u7d20\u7684\u5f20\u91cf": 40, "\u53ef\u4f7f\u7528": 40, "\u5c06\u5176\u4f20\u5524\u4e3apython\u6570\u503c": 40, "agg": [40, 150, 166], "agg_item": 40, "\u539f\u5730\u64cd\u4f5c": 40, "\u4fee\u6539\u5f20\u91cf\u4e2d\u7684\u539f\u503c\u64cd\u4f5c\u79f0\u4e3a\u539f\u5730\u64cd\u4f5c": 40, "\u5b83\u4eec\u4ee5": 40, "\u540e\u7f00\u8868\u793a": 40, "t_": [40, 48, 264], "\u4f1a\u6539\u53d8": 40, "add_": [40, 48, 80, 95, 127, 128, 174, 175, 190, 207, 217], "\u5f20\u91cf\u5728\u4f7f\u7528cpu\u65f6": 40, "\u53ef\u4e0enumpi": 40, "arrays\u5171\u4eab\u5185\u5b58\u7a7a\u95f4": 40, "\u4fee\u6539\u5176\u4e2d\u4e00\u4e2a\u4f1a\u540c\u6b65\u6620\u5c04\u5230\u53e6\u4e00\u4e2a\u4e0a": 40, "\u5bf9\u4e8e\u5f20\u91cf\u7684\u4fee\u6539\u4f53\u73b0\u5230\u4e86numpi": 40, "array\u4e0a": 40, "\u6570\u636e\u5e76\u4e0d\u603b\u662f\u4ee5\u8bad\u7ec3\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u6240\u9700\u7684\u6700\u7ec8\u5904\u7406\u5f62\u5f0f\u5448\u73b0": 41, "\u6765\u5bf9\u6570\u636e\u8fdb\u884c\u4e00\u4e9b\u5904\u7406": 41, "\u4f7f\u5176\u9002\u7528\u4e8e\u8bad\u7ec3": 41, "\u6240\u6709": [41, 95], "\u6570\u636e\u96c6\u90fd\u6709\u4e24\u4e2a\u53c2\u6570": 41, "\u7528\u4e8e\u4fee\u6539\u7279\u5f81": 41, "\u7528\u4e8e\u4fee\u6539\u6807\u7b7e": 41, "\u5b83\u4eec\u63a5\u53d7\u5305\u542b\u8f6c\u6362\u903b\u8f91\u7684\u53ef\u8c03\u7528\u5bf9\u8c61": 41, "\u6a21\u5757\u63d0\u4f9b\u4e86\u51e0\u79cd\u5e38\u7528\u7684\u8f6c\u6362": 41, "\u7684\u7279\u5f81\u662f\u4ee5": 41, "\u56fe\u50cf\u683c\u5f0f\u5448\u73b0\u7684": 41, "\u6807\u7b7e\u662f\u6574\u6570": 41, "\u5bf9\u4e8e\u8bad\u7ec3": 41, "\u6211\u4eec\u9700\u8981\u5c06\u7279\u5f81\u8f6c\u6362\u4e3a\u5f52\u4e00\u5316\u7684\u5f20\u91cf": 41, "\u5c06\u6807\u7b7e\u8f6c\u6362\u4e3a\u7f16\u7801\u7684\u5f20\u91cf": 41, "\u4e3a\u4e86\u8fdb\u884c\u8fd9\u4e9b\u8f6c\u6362": 41, "\u6211\u4eec\u4f7f\u7528\u4e86": [41, 220], "ds": [41, 127, 128, 166], "scatter_": [41, 135, 150, 162], "\u5c06": [41, 92, 121, 214, 231, 243, 244, 248, 252], "\u56fe\u50cf\u6216": 41, "ndarrai": [41, 48, 51, 95, 110, 172], "\u8f6c\u6362\u4e3a": 41, "floattensor": [41, 49, 60, 95], "\u5e76\u5c06\u56fe\u50cf\u7684\u50cf\u7d20\u5f3a\u5ea6\u503c\u7f29\u653e\u5230\u8303\u56f4": 41, "\u5e94\u7528\u4efb\u4f55\u7528\u6237\u5b9a\u4e49\u7684": 41, "\u6211\u4eec\u5b9a\u4e49\u4e00\u4e2a\u51fd\u6570\u5c06\u6574\u6570\u8f6c\u6362\u4e3a\u72ec\u70ed\u7f16\u7801\u7684\u5f20\u91cf": 41, "\u5b83\u9996\u5148\u521b\u5efa\u4e00\u4e2a\u5927\u5c0f\u4e3a": 41, "\u6211\u4eec\u6570\u636e\u96c6\u4e2d\u6807\u7b7e\u7684\u6570\u91cf": 41, "\u7684\u96f6\u5f20\u91cf": 41, "\u7136\u540e\u8c03\u7528": 41, "\u5728\u7531\u6807\u7b7e": 41, "\u6307\u5b9a\u7684\u7d22\u5f15\u4e0a\u8d4b\u503c\u4e3a": 41, "gschwind": 42, "bt": 42, "fastpath": 42, "acceler": [42, 48, 50, 57, 75, 95, 121, 150, 178, 189, 195, 197, 212, 221], "multiheadattent": [42, 165, 194], "mha": [42, 191, 194], "exploit": [42, 97, 147, 166], "sparsiti": [42, 103, 121, 157, 190, 192, 197], "criteria": [42, 52], "blog": [42, 122, 123, 127, 132, 177, 230], "xlm": [42, 138, 186], "predefin": [42, 49, 97, 137, 201], "robertaclassificationhead": 42, "xlmr_larg": 42, "xlmr_large_encod": 42, "classifier_head": 42, "input_dim": [42, 147, 219, 224], "get_model": [42, 104, 113, 162], "small_input_batch": 42, "hello": [42, 49, 58, 59, 60, 99, 103, 140, 153], "big_input_batch": 42, "princ": 42, "genoa": 42, "lucca": 42, "famili": 42, "estat": 42, "buonapart": 42, "war": 42, "defend": [42, 73], "infami": 42, "horror": 42, "perpetr": 42, "antichrist": 42, "believ": [42, 191], "he": [42, 113, 115, 143, 147, 166], "friend": [42, 49, 153], "faith": 42, "slave": 42, "frighten": 42, "juli": 42, "1805": 42, "speaker": [42, 49], "anna": 42, "pavlovna": 42, "scherer": 42, "maid": 42, "honor": 42, "empress": 42, "marya": 42, "fedorovna": 42, "she": [42, 113, 166], "greet": 42, "vasili": 42, "kuragin": 42, "man": [42, 113, 115, 264, 265], "recept": 42, "cough": 42, "suffer": [42, 61, 113, 169], "la": [42, 99], "gripp": 42, "st": [42, 103, 115], "petersburg": 42, "elit": [42, 263, 265, 267], "input_batch": [42, 49, 58, 59, 60, 159], "model_input": [42, 113], "padding_valu": [42, 118], "_transformer_encoder_layer_fwd": 42, "use_cuda": [42, 49, 73, 89, 119, 130, 147, 233, 239], "enable_nested_tensor": 42, "prop": 43, "proportion": [43, 153], "travers": [43, 164], "walkthrough": [43, 48, 82, 109, 226], "resnet18_weight": [43, 196, 230], "3a": [43, 159], "9a": 43, "2b": 43, "dq": [43, 198], "external_grad": 43, "deposit": 43, "bf": 43, "chain": [43, 99, 100, 115, 130, 145, 162, 192, 201], "acycl": [43, 76], "finetun": [43, 75, 125, 153], "unfrozen": 43, "exclusionari": 43, "autodiff": [43, 121, 146], "pillow": [44, 92, 214], "scipi": [44, 121, 131, 173], "librosa": 44, "cython": 44, "nltk": 44, "spaci": [44, 116, 118], "viz": [44, 90, 230], "huge": [44, 99, 103, 124, 134, 137, 150], "airplan": [44, 97], "automobil": [44, 97], "bird": [44, 92, 251], "deer": [44, 92, 251], "dog": [44, 58, 59, 92, 97, 102, 113, 179, 189, 205, 230, 251, 259], "frog": [44, 92, 251], "hors": [44, 92, 251], "truck": [44, 92, 97, 251], "3x32x32": 44, "color": [44, 51, 52, 58, 59, 90, 94, 126, 147, 148, 159, 170, 172, 179, 232, 264], "32x32": [44, 47, 92, 97, 105, 170], "extrem": [44, 103, 148, 264], "pilimag": 44, "brokenpipeerror": 44, "trainset": [44, 87, 92, 170, 251], "trainload": [44, 87, 92, 170, 251], "testset": [44, 87, 92, 170, 251], "testload": [44, 87, 92, 170, 251], "plane": [44, 92, 135, 251], "car": [44, 58, 59, 92, 113, 251], "fun": [44, 49, 105, 107, 108, 160], "unnorm": [44, 92, 118, 170], "npimg": [44, 92, 94, 96, 170], "datait": [44, 92, 94, 96, 170], "make_grid": [44, 51, 52, 92, 94, 96, 117, 158, 167, 170], "5s": [44, 92], "fc1": [44, 47, 73, 78, 87, 92, 93, 94, 96, 105, 112, 123, 130, 139, 155, 157, 163, 167, 170, 186, 204, 222, 234, 240, 241, 242, 243, 244, 249, 250, 251], "fc2": [44, 47, 73, 78, 87, 92, 93, 94, 96, 105, 112, 123, 130, 139, 155, 157, 163, 167, 170, 186, 204, 222, 234, 240, 241, 242, 243, 244, 249, 250, 251], "84": [44, 47, 51, 87, 92, 93, 94, 96, 105, 109, 112, 137, 147, 157, 170, 177, 188, 240, 241, 242, 243, 244, 249, 250, 251], "fc3": [44, 47, 87, 92, 93, 94, 96, 105, 112, 139, 157, 170, 240, 241, 242, 243, 244, 249, 250, 251], "classif": [44, 52, 58, 59, 73, 75, 87, 97, 99, 115, 117, 119, 123, 128, 138, 149, 159, 167, 172, 179, 186, 207, 225, 226], "entropi": [44, 52, 118, 124], "running_loss": [44, 87, 92, 94, 96, 97, 117, 158, 170, 251], "2000": [44, 63, 64, 65, 67, 68, 69, 71, 72, 87, 92, 97, 111, 170, 172, 174, 175, 232, 251, 260], "1999": [44, 65, 87, 92, 111, 251], "mini": [44, 47, 49, 52, 78, 79, 87, 102, 104, 140, 147, 155, 159, 170, 205], "cifar_net": 44, "learnt": 44, "truth": [44, 73, 105, 179, 197], "okai": 44, "groundtruth": 44, "wasn": [44, 98, 101], "energi": [44, 49, 60, 264], "chanc": [44, 49, 97, 147, 254], "hmmm": 44, "correct_pr": 44, "classnam": [44, 52], "total_pr": 44, "correct_count": 44, "chat": [44, 49, 60, 79, 166], "cifar10_tutori": [44, 46, 57], "sung": 45, "kim": 45, "jenni": 45, "kang": 45, "mytensor": 45, "my_tensor": [45, 93, 112, 241], "parallelli": 45, "output_s": [45, 49, 51, 60, 78, 127, 128, 137, 166, 179], "data_s": [45, 78], "getitem": [45, 115], "randomdataset": 45, "__getitem__": [45, 51, 104, 136, 179], "rand_load": 45, "capsul": 45, "monitor": [45, 113, 136, 178], "tin": 45, "former_torchi": [45, 77], "parallelism_tutori": [45, 77, 79], "data_parallel_tutori": [45, 46], "neural_networks_tutori": [46, 47, 57], "gentl": [46, 56, 57, 120], "glimps": 47, "convnet": [47, 81, 137, 147, 158, 163], "5x5": [47, 92, 93, 157], "affin": [47, 92, 102, 130, 167, 177, 180, 219], "wx": [47, 92, 93], "c1": [47, 89, 92, 145, 192], "subsampl": 47, "2x2": [47, 93], "c3": [47, 89, 92], "s4": [47, 92], "f5": [47, 92], "f6": [47, 92], "lenet": [47, 73, 92, 93, 96, 157, 222], "nsampl": [47, 49, 78, 237], "nchannel": [47, 78], "next_funct": [47, 89], "clear": [47, 51, 73, 98, 99, 102, 103, 125, 129, 145, 164, 172, 187, 192], "sub_": 47, "nesterov": [47, 112], "overridden": [48, 137], "breez": [48, 80], "subtli": 48, "problemat": [48, 145, 154, 264], "matthew": [49, 60, 86, 112], "inkawhich": [49, 52, 60, 73, 85, 86, 112], "movi": [49, 50, 60, 113], "cornel": [49, 50, 60], "dialog": [49, 50, 60], "hot": [49, 73, 103, 127, 128, 137, 166], "artifici": [49, 60, 97], "intellig": 49, "onlin": [49, 137, 138, 147, 160, 163], "helpdesk": 49, "bot": [49, 60], "compani": [49, 115], "IT": 49, "teach": [49, 52, 97, 166], "boom": 49, "am": [49, 60, 101, 113, 128, 166, 209], "hospit": [49, 113], "lawyer": 49, "arrest": 49, "kid": 49, "sorri": [49, 95], "san": [49, 113], "francisco": [49, 104, 113], "goodby": [49, 194], "luong": [49, 60, 166], "jointli": [49, 166], "acknowledg": [49, 136], "borrow": [49, 61, 123, 135, 164], "yuan": [49, 60, 223], "kuei": [49, 60], "wu": [49, 60, 187], "ywk991112": [49, 60], "sean": [49, 60, 127, 128, 166], "robertson": [49, 60, 127, 128, 166], "spro": [49, 60], "floydhub": [49, 60], "textutil": [49, 60], "unicodedata": [49, 60, 127, 128, 166], "codec": 49, "itertool": [49, 161, 164, 201, 232], "reformat": 49, "rich": 49, "charact": [49, 60, 103, 113, 127, 128, 132, 160, 166, 264], "220": [49, 164], "579": [49, 148], "292": [49, 87], "035": 49, "617": 49, "713": [49, 92], "utter": [49, 50], "divers": 49, "variat": [49, 131, 190, 204], "formal": [49, 190], "sentiment": 49, "datafil": 49, "corpus_nam": [49, 50, 60], "printlin": 49, "readlin": [49, 75, 127, 128], "jsonl": [49, 50], "tab": [49, 116, 166, 170, 189], "sentenc": [49, 60, 93, 98, 99, 102, 103, 113, 118, 128, 136, 138, 166, 194, 264], "loadlinesandconvers": 49, "lineid": 49, "characterid": 49, "conversationid": 49, "movieid": 49, "extractsentencepair": 49, "iso": 49, "8859": 49, "linejson": 49, "lineobj": 49, "conversation_id": 49, "convobj": 49, "movie_id": 49, "qa_pair": 49, "inputlin": 49, "targetlin": 49, "wrong": [49, 52, 73, 99, 127, 145, 173, 196], "formatted_movie_lin": 49, "delimit": [49, 115, 116], "unescap": 49, "unicode_escap": 49, "nprocess": 49, "nwrite": 49, "outputfil": 49, "writer": [49, 94, 96, 127, 138, 143, 159, 160, 170, 186, 246], "linetermin": 49, "writerow": 49, "busi": [49, 115, 128, 177], "implicit": [49, 264], "discret": [49, 221, 264], "voc": [49, 60], "addword": [49, 60, 166], "addsent": [49, 60, 166], "infrequ": 49, "pad_token": [49, 60, 138], "sos_token": [49, 60, 166, 254], "eos_token": [49, 60, 166], "word2index": [49, 60, 166], "word2count": [49, 60, 166], "index2word": [49, 60, 166], "min_count": [49, 60], "keep_word": [49, 60], "reiniti": [49, 52, 60], "unicod": [49, 127, 128, 166], "ascii": [49, 103, 127, 128, 166], "unicodetoascii": [49, 127, 128, 166], "letter": [49, 60, 127, 128, 166, 265], "lowercas": [49, 60, 166], "punctuat": [49, 166], "normalizestr": [49, 60, 166], "aid": [49, 112, 113], "filterpair": [49, 166], "stackoverflow": [49, 127, 128, 161, 166, 232], "518232": [49, 127, 128, 166], "2809427": [49, 127, 128, 166], "nfd": [49, 127, 128, 166], "mn": [49, 127, 128, 166], "za": [49, 60, 166], "readvoc": 49, "loadpreparedata": 49, "save_dir": [49, 60, 147, 172], "npair": 49, "tactic": 49, "benefici": [49, 60, 120], "soften": [49, 97], "difficulti": [49, 160], "trimrareword": 49, "keep_pair": 49, "input_sent": [49, 60, 166], "output_sent": [49, 166], "keep_input": 49, "keep_output": 49, "massag": 49, "accommod": 49, "shorter": [49, 51, 116, 166, 169, 190], "english": [49, 99, 102, 113, 116, 118, 127, 166], "indexesfromsent": [49, 60, 166], "zeropad": 49, "inputvar": 49, "outputvar": 49, "batch2traindata": 49, "bunch": [49, 127, 128], "aforement": [49, 82, 97], "fillvalu": 49, "zip_longest": 49, "binarymatrix": 49, "seq": [49, 98, 102, 124, 135, 137], "indexes_batch": [49, 60], "padlist": 49, "padvar": 49, "max_target_len": 49, "booltensor": 49, "pair_batch": 49, "output_batch": 49, "small_batch_s": 49, "input_vari": 49, "target_vari": 49, "brain": 49, "sutskev": 49, "discov": [49, 108, 113, 136, 163], "accomplish": [49, 52, 151, 203], "jeddy92": [49, 60], "ts_seq2seq_intro": [49, 60], "invent": [49, 52, 160], "cho": [49, 177, 178], "2014": [49, 52], "bidirect": [49, 60, 98, 121, 137, 138], "gru": [49, 60, 93, 110, 127, 128, 166], "past": [49, 50, 101, 195, 264], "colah": 49, "2015": [49, 97], "unpack": [49, 60, 138, 142, 184, 186, 207, 209], "pack_padded_sequ": [49, 60], "pad_packed_sequ": [49, 60], "input_seq": [49, 60, 254], "input_length": [49, 60, 122, 254], "n_layer": [49, 60, 254], "num_direct": 49, "encoderrnn": [49, 60, 166, 254], "sole": [49, 169], "combat": [49, 103], "bahdanau": [49, 166], "groundwork": 49, "h_t": [49, 102], "_s": 49, "attn": [49, 60, 166], "softmax": [49, 60, 90, 93, 97, 102, 103, 104, 110, 127, 128, 159, 162, 164, 166, 170, 194, 220, 258], "concat": [49, 60, 101, 110, 119, 183, 201], "dot_scor": [49, 60], "encoder_output": [49, 60, 166], "general_scor": [49, 60], "concat_scor": [49, 60], "attn_energi": [49, 60], "unidirect": [49, 60], "input_step": [49, 60], "last_hidden": [49, 60, 78], "luongattndecoderrnn": [49, 60, 254], "attn_model": [49, 60], "embedding_dropout": [49, 60], "rnn_output": [49, 60], "attn_weight": [49, 60, 166], "bmm": [49, 60, 145, 166, 194, 208, 232], "concat_input": [49, 60], "concat_output": [49, 60], "masknllloss": 49, "ntotal": 49, "crossentropi": 49, "masked_select": [49, 239], "clever": [49, 99, 113], "teacher": [49, 97, 121, 166], "teacher_forcing_ratio": [49, 166], "wheel": [49, 97, 160, 169, 197], "instabl": [49, 166], "craft": [49, 73, 103, 128], "essenc": [49, 101, 264], "nan": [49, 191], "overshoot": 49, "steep": 49, "cliff": 49, "goodfellow": [49, 52, 73], "2016": 49, "deeplearningbook": 49, "realiti": [49, 52, 60, 73, 101, 158, 165], "encoder_optim": [49, 166], "decoder_optim": [49, 166], "print_loss": 49, "n_total": 49, "encoder_hidden": [49, 60, 166, 254], "decoder_input": [49, 60, 166], "decoder_hidden": [49, 60, 166], "use_teacher_forc": 49, "decoder_output": [49, 60, 166], "mask_loss": 49, "topi": [49, 127, 128, 166], "tie": 49, "trainit": [49, 166], "n_iter": [49, 127, 128, 173], "explanatori": 49, "lift": [49, 58, 59, 113, 206, 224], "tarbal": 49, "encoder_n_lay": [49, 60], "decoder_n_lay": [49, 60, 254], "print_everi": [49, 127, 128, 166], "save_everi": [49, 53, 55, 147], "loadfilenam": [49, 60], "training_batch": 49, "start_iter": 49, "print_loss_avg": [49, 166], "percent": [49, 103, 144, 146, 155, 166], "makedir": [49, 138, 186], "en_opt": [49, 60], "de_opt": [49, 60], "voc_dict": [49, 60], "tar": [49, 60, 75, 112, 118, 237, 242, 264], "NOT": [49, 60, 80, 85, 98, 102, 112, 131, 132, 134, 153, 209], "greedysearchdecod": [49, 254], "all_token": [49, 60], "all_scor": [49, 60], "decoder_scor": [49, 60], "searcher": [49, 60], "evaluateinput": [49, 60], "press": [49, 52, 264], "gracefulli": [49, 53, 163], "prompt": [49, 50, 60, 185, 259], "decoded_word": [49, 60, 166], "output_word": [49, 60, 166], "keyerror": [49, 60], "regardless": [49, 98, 146, 163, 265], "cb_model": [49, 60], "checkpoint_it": [49, 60], "_checkpoint": [49, 60, 122], "encoder_sd": [49, 60], "decoder_sd": [49, 60], "encoder_optimizer_sd": [49, 60], "decoder_optimizer_sd": [49, 60], "embedding_sd": [49, 60], "decoder_learning_ratio": 49, "uncom": [49, 51, 60, 64, 72, 101, 111], "folk": 49, "congratul": [49, 108, 125, 242], "tailor": [49, 136], "cool": [49, 52, 153, 155, 189, 206], "chatbot_tutori": 49, "uninstal": [50, 138], "reinstal": 50, "chatbot": [50, 60, 254], "browser": [50, 105, 169, 264], "subfold": 50, "visit": [50, 112, 113, 127, 185], "in_": 50, "_colab": 50, "_name": 50, "mount": 50, "gdrive": 50, "upload": [50, 259], "rerun": [50, 153], "evolv": [50, 103, 145, 151], "t4": 50, "sasank": [51, 117, 158], "chilamkurthi": [51, 117, 158], "scikit": [51, 138], "skimag": 51, "facial": 51, "pose": 51, "landmark": 51, "dlib": 51, "part_0_x": 51, "part_0_i": 51, "part_1_x": 51, "part_1_i": 51, "part_2_x": 51, "part_67_x": 51, "part_67_i": 51, "0805personali01": 51, "83": [51, 177, 247], "134": [51, 205], "1084239450_e76e00b7e7": 51, "70": [51, 148, 164, 178, 192, 202, 232], "236": 51, "257": [51, 232], "312": [51, 148], "person": [51, 58, 59, 113, 179], "img_nam": 51, "landmarks_fram": 51, "face_landmark": 51, "asarrai": [51, 75, 90], "show_landmark": 51, "scatter": [51, 79, 123, 134, 136, 172], "imread": 51, "facelandmarksdataset": 51, "csv_file": 51, "root_dir": 51, "is_tensor": 51, "face_dataset": 51, "fig": [51, 52, 117, 127, 150, 158, 166, 170], "set_titl": [51, 117, 158, 167, 170], "randomcrop": [51, 158], "crop": [51, 126, 167, 179], "tsfm": 51, "transformed_sampl": 51, "edg": [51, 98, 105, 119, 121, 144, 169, 180, 198, 201, 264], "new_w": 51, "extern": [51, 97, 112, 126, 144, 145, 187, 200, 210, 262, 264], "safer": 51, "stick": [51, 113, 136, 148, 262], "tsfrm": 51, "transformed_dataset": 51, "lose": [51, 53, 97, 147, 228, 262], "collate_fn": [51, 115, 118, 179], "show_landmarks_batch": 51, "sample_batch": 51, "images_batch": 51, "landmarks_batch": 51, "im_siz": 51, "grid_border_s": 51, "indent": [51, 148, 232, 264], "i_batch": 51, "4th": [51, 80], "imagefold": [51, 52, 92, 117, 158], "ant": [51, 117, 158, 267], "xxy": 51, "jpeg": [51, 140, 214], "xxz": 51, "bee": [51, 117, 158, 264], "123": [51, 164, 220, 265], "nsdf3": 51, "asd932_": 51, "data_transform": [51, 117, 158], "randomsizedcrop": 51, "hymenoptera_dataset": 51, "hymenoptera_data": [51, 117, 158], "dataset_load": 51, "\u8ba1\u7b97\u673a\u89c6\u89c9\u8fc1\u79fb\u5b66\u4e60\u6559\u7a0b": [51, 121], "data_loading_tutori": 51, "nathan": [52, 73, 85, 86], "celebr": [52, 121], "pictur": [52, 73, 124, 166], "thorough": [52, 177, 178], "shed": 52, "spend": [52, 82, 153], "sake": [52, 127, 137, 157, 161], "ian": 52, "constantli": [52, 73, 161], "outsmart": 52, "equilibrium": 52, "perfect": [52, 192], "notat": [52, 73, 110], "chw": [52, 159], "3x64x64": 52, "thought": [52, 83, 113, 116, 191, 264], "latent": [52, 103], "p_": 52, "p_g": 52, "minimax": 52, "logd": 52, "underset": 52, "mathbb": [52, 85, 151, 161], "sim": 52, "radford": 52, "unsupervis": 52, "compris": [52, 60, 112], "drawn": [52, 160], "volum": [52, 123], "tip": [52, 58, 59, 103, 170], "dset": 52, "vutil": 52, "anim": 52, "manualse": 52, "use_deterministic_algorithm": 52, "dataroot": 52, "image_s": [52, 153], "spatial": [52, 121, 179], "64x64": 52, "nc": [52, 89], "nz": 52, "ngf": 52, "ndf": 52, "num_epoch": [52, 117, 118, 158, 160, 179, 199], "0002": 52, "ngpu": 52, "celeba": 52, "celeb": 52, "img_align_celeba": 52, "188242": 52, "173822": 52, "284702": 52, "537394": 52, "real_batch": 52, "stdev": 52, "weights_init": 52, "netg": 52, "netd": 52, "constant_": [52, 135], "dataparallel": [52, 120, 121, 125, 138, 150, 186, 231, 248], "downsampl": [52, 135, 147], "promot": 52, "healthi": 52, "bceloss": [52, 110], "ell": [52, 166], "l_1": 52, "l_n": 52, "quad": [52, 161], "y_n": 52, "bce": 52, "gt": [52, 78, 109, 254], "fixed_nois": 52, "establish": [52, 60], "optimizerd": 52, "optimizerg": 52, "Be": 52, "somewhat": 52, "incorrect": [52, 125, 131, 173, 254], "collaps": 52, "went": [52, 145, 198], "ganhack": 52, "secondli": [52, 188], "loss_d": 52, "loss_g": 52, "img_list": 52, "real_cpu": 52, "b_size": 52, "errd_real": 52, "errd_fak": 52, "d_g_z1": 52, "errd": 52, "errg": 52, "d_g_z2": 52, "stat": [52, 55, 122, 129, 160, 169, 196, 199, 239, 247], "tloss_d": 52, "tloss_g": 52, "versu": [52, 73, 121], "im": [52, 75, 113], "artistanim": 52, "repeat_delai": 52, "blit": 52, "to_jshtml": 52, "music": 52, "dcgan_faces_tutori": 52, "mingpt": [53, 54, 55, 56, 132, 133], "aw": [53, 55, 123, 132, 133, 177, 178, 220, 252], "p3": [53, 54, 55, 64, 111, 132, 133], "8xlarg": [53, 55], "failur": [53, 61, 133, 134, 145, 174, 175, 212], "disrupt": 53, "suscept": 53, "elast": [53, 122, 134, 216], "attempt": [53, 99, 122, 174, 175], "minutia": 53, "multinod": [53, 132, 176], "load_snapshot": 53, "snapshot_path": 53, "train_step": 53, "should_checkpoint": 53, "save_snapshot": 53, "membership": [53, 133], "intervent": [53, 97, 186], "diff": [53, 55, 60, 82, 121, 198, 232], "multigpu": [53, 55, 133], "multigpu_torchrun": 53, "envvari": 53, "ddp_setup": [53, 55], "12355": [53, 55, 123, 134, 215], "local_rank": [53, 122, 133, 138, 186], "gpu_id": [53, 55, 133], "_save_snapshot": 53, "model_st": 53, "epochs_run": 53, "_load_snapshot": 53, "max_epoch": [53, 149], "_run_epoch": [53, 55], "total_epoch": [53, 55], "nproc_per_nod": [53, 122, 124, 134, 216], "migrat": [53, 55, 177], "fault": [54, 55, 56, 60, 61, 87, 132, 133], "toler": [54, 55, 56, 61, 87, 132, 133], "cluster": [54, 122, 126, 132, 133, 134, 136], "torchrun": [54, 122, 124, 132, 133, 216], "amazon": 54, "ec2": [54, 123], "gentli": 54, "convert_sync_batchnorm": 55, "single_gpu": 55, "mytraindataset": 55, "distributedsampl": [55, 56, 122, 123, 138, 186], "destroy_process_group": [55, 122, 123, 134, 215], "excess": [55, 82, 124, 221], "set_epoch": [55, 122, 123], "b_sz": 55, "_run_batch": 55, "ckp": 55, "_save_checkpoint": 55, "load_train_obj": 55, "prepare_dataload": 55, "shorthand": [55, 264], "ring": [56, 124], "destroi": [56, 142, 265], "soumith": [57, 81, 136], "chintala": [57, 81, 136], "scientif": [57, 95], "blitz": [57, 105, 110, 170], "jeff": [58, 59, 119], "tang": [58, 59, 119], "review": [58, 59, 78, 113, 132, 138, 158, 174, 175, 177, 178, 190, 191, 193, 221], "jeremiah": [58, 59], "chung": [58, 59, 126], "region": [58, 59, 126, 144, 167, 172, 177, 178, 179, 253], "bicycl": [58, 59], "bu": [58, 59], "autonom": [58, 59], "favor": [58, 126, 151, 160], "pitfal": [58, 59], "beyond": [58, 59, 61, 101, 156, 157, 210], "ndk": [58, 209, 225, 228], "recip": [58, 59, 61, 109, 119, 120, 178, 189, 195, 205, 207, 209, 223, 233, 238, 252], "deeplabv3_script": [58, 59, 205, 223], "deeplabv3_resnet50": [58, 59, 205, 223, 224], "resnet101": [58, 148], "hub": [58, 59, 119, 169, 205, 223, 224], "v0": [58, 59, 121, 147, 161, 179, 205, 223, 224, 261], "scriptedm": [58, 59], "168mb": [58, 59], "deeplab": [58, 59, 121, 205], "input_tensor": [58, 59, 159, 166, 167, 195, 214], "400x400": [58, 59], "oncreat": [58, 209], "mainact": [58, 207, 209, 223], "assetfilepath": [58, 209, 223], "ioexcept": [58, 209], "imagesegment": [58, 205, 223], "breakpoint": [58, 59], "73": [58, 145, 164, 177, 202, 232], "inputtensor": [58, 128, 156, 207], "tensorimageutil": [58, 224], "bitmaptofloat32tensor": 58, "bitmap": 58, "torchvision_norm_mean_rgb": [58, 224], "torchvision_norm_std_rgb": [58, 224], "getdataasfloatarrai": 58, "outtensor": 58, "todictstringkei": 58, "pytorch_vision_deeplabv3_resnet101": [58, 59], "outputtensor": [58, 59, 156, 188, 189, 207, 224], "getwidth": 58, "getheight": 58, "emul": [58, 147, 186, 205], "consum": [58, 59, 75, 107, 109, 125, 145, 150, 160, 162, 164, 165, 183, 189, 196, 201], "bulk": [58, 59, 130], "heaviest": [58, 59], "intvalu": 58, "classnum": [58, 59], "maxi": [58, 59], "maxj": [58, 59], "maxnum": [58, 59], "green": [58, 59, 60, 98, 113, 122, 124, 170], "sheep": [58, 59], "black": [58, 59, 73, 82, 124, 126, 162, 166], "0xffff0000": 58, "0xff00ff00": 58, "0xff0000ff": 58, "0xff000000": 58, "outputbitmap": 58, "imageview": 58, "bmpsegment": 58, "createscaledbitmap": 58, "getconfig": 58, "setpixel": 58, "setimagebitmap": 58, "textview": 58, "helloworld": [59, 119, 188, 189, 225, 226], "deeplabv3_resnet101": 59, "viewcontrol": [59, 223], "swift": [59, 223, 226], "uiviewcontrol": 59, "var": [59, 80, 130, 188, 209], "uiimag": 59, "func": [59, 104, 118, 121, 139, 142, 145, 146, 151, 155, 194, 206, 245], "viewdidload": 59, "torchmodul": [59, 189, 223, 226], "filepath": [59, 223], "forresourc": [59, 223], "oftyp": [59, 223], "fileatpath": [59, 223], "fatalerror": [59, 223], "predictimag": [59, 189], "unsign": [59, 145, 232], "imagebuff": [59, 189], "autogradmod": [59, 209], "non_var_type_mod": 59, "nsmutablearrai": 59, "floatinput": 59, "nil": [59, 223], "addobject": 59, "outputdict": 59, "_impl": [59, 188, 189, 223], "togenericdict": 59, "floatbuff": [59, 207, 224], "temporarili": 59, "nsmutabledata": 59, "datawithlength": 59, "sizeof": [59, 209], "mutablebyt": 59, "floatvalu": 59, "uiimageview": 59, "convertrgbbuffertouiimag": 59, "uiimagehelp": 59, "uitextview": 59, "segmentimag": 59, "phase": [60, 76, 78, 117, 136, 158, 164, 188, 195, 201, 205], "imper": 60, "idiomat": 60, "defer": 60, "optimiz": 60, "decor": [60, 61, 85, 110, 120, 147, 162, 173], "caveat": [60, 113, 134, 162, 201], "remind": [60, 113, 177], "necessarili": [60, 105, 107, 108, 131], "cooper": [60, 221], "chronolog": 60, "attend": 60, "greedili": 60, "_length": 60, "adher": [60, 203], "stem": 60, "surround": 60, "freedom": [60, 166], "__constants__": [60, 254], "liter": [60, 265], "_devic": [60, 254], "_sos_token": [60, 254], "pep": [60, 264], "3107": 60, "mypi": 60, "_decoder_n_lay": [60, 254], "evaluateexampl": 60, "stdin": 60, "4000_checkpoint": 60, "test_seq": 60, "num": [60, 104, 130, 138, 162, 186], "_word": 60, "test_seq_length": 60, "traced_encod": [60, 254], "presenc": [60, 173, 200], "unscript": [60, 258], "test_encoder_output": 60, "test_encoder_hidden": 60, "test_decoder_hidden": 60, "test_decoder_input": 60, "traced_decod": [60, 254], "scripted_search": 60, "script_modul": [60, 85], "scripted_chatbot": 60, "deploy_seq2seq_hybrid_frontend_tutori": 60, "shen": [61, 123, 134, 135, 150, 156, 162, 164], "li": [61, 103, 123, 127, 128, 134, 135, 136, 150, 156, 162, 164, 173, 177, 178], "categor": [61, 82, 137, 162, 164, 178], "lifetim": [61, 164], "c10d": [61, 134, 156, 248], "all_gath": [61, 122, 123, 136, 156], "p2p": 61, "isend": [61, 136], "gradual": [61, 85, 153], "willing": [61, 113], "hurdl": 61, "vldb": 61, "starter": 61, "unbalanc": 61, "zeroredundancyoptim": [61, 156, 252], "footprint": [61, 109, 122, 123, 132, 153, 219, 229], "uneven": [61, 120], "fsdp": [61, 121, 124, 132, 215, 216], "growth": [61, 172, 193], "recoveri": [61, 134], "sometim": [61, 125, 131, 133, 134, 137, 146, 161, 164, 166, 185, 192, 193], "inevit": [61, 134], "oom": [61, 122, 153], "desynchron": 61, "pillar": 61, "protocol": [61, 115], "spirit": [61, 103, 138, 264], "hogwild": 61, "async_execut": [61, 120, 121, 162], "polynomi": [63, 64, 65, 67, 68, 69, 111], "euclidean": [63, 64, 67, 68, 69, 97, 111], "linspac": [63, 64, 65, 67, 68, 69, 71, 72, 89, 111], "held": [63, 78, 97, 103, 111, 127, 163], "polynomial_autograd": 63, "bx": [64, 111], "cx": [64, 99, 111], "p_3": [64, 111], "5x": [64, 111], "legendr": 64, "legendrepolynomial3": [64, 111], "polynomial_custom_funct": 64, "strang": [65, 85, 111, 264], "fifth": [65, 265], "dynamicnet": [65, 111], "tough": [65, 111, 113], "30000": [65, 111, 136], "dynamic_net": 65, "polynomial3": [67, 111], "polynomial_modul": 67, "xx": [68, 69, 111, 145], "flaten": [68, 111], "mse": [68, 93, 97, 111], "linear_lay": [68, 69, 111], "polynomial_nn": 68, "overwritten": [69, 111, 186], "checkout": [69, 111, 117, 189, 207], "polynomial_optim": 69, "\u4e00\u4e2a\u4e09\u6b21\u591a\u9879\u5f0f": [71, 72], "\u5230": [71, 72, 89, 95, 230, 231, 232, 252], "\u901a\u8fc7\u6700\u5c0f\u5316\u6b27\u51e0\u91cc\u5f97\u8ddd\u79bb\u7684\u5e73\u65b9\u6765\u8bad\u7ec3\u9884\u6d4b": 71, "\u8be5\u5b9e\u73b0\u4f7f\u7528": [71, 72], "\u624b\u52a8\u8ba1\u7b97\u524d\u5411\u4f20\u9012": 71, "\u635f\u5931\u548c\u53cd\u5411\u4f20\u9012": [71, 72], "numpy\u6570\u7ec4\u662f\u4e00\u4e2a\u901a\u7528\u7684n\u7ef4\u6570\u7ec4": 71, "\u5b83\u4e0d\u4e86\u89e3\u6df1\u5ea6\u5b66\u4e60": [71, 72], "\u68af\u5ea6\u6216\u8ba1\u7b97\u56fe": 71, "\u53ea\u662f\u7528\u4e8e\u6267\u884c\u901a\u7528\u6570\u503c\u8ba1\u7b97\u7684\u4e00\u4e2a\u5e93": 71, "grad_y_pr": [71, 72, 111], "grad_a": [71, 72, 111], "grad_b": [71, 72, 111], "grad_c": [71, 72, 111], "grad_d": [71, 72, 111], "polynomial_numpi": 71, "\u901a\u8fc7\u6700\u5c0f\u5316\u6b27\u51e0\u91cc\u5f97\u8ddd\u79bb\u7684\u5e73\u65b9\u6765\u8bad\u7ec3\u9884\u6d4b\u4ece": 72, "\u5f20\u91cf\u624b\u52a8\u8ba1\u7b97\u524d\u5411\u4f20\u9012": 72, "\u5f20\u91cf\u57fa\u672c\u4e0a\u4e0e": 72, "\u6570\u7ec4\u76f8\u540c": 72, "\u8ba1\u7b97\u56fe\u6216\u68af\u5ea6": 72, "\u53ea\u662f\u7528\u4e8e\u4efb\u610f\u6570\u503c\u8ba1\u7b97\u7684\u901a\u7528n\u7ef4\u6570\u7ec4": 72, "\u6570\u7ec4\u548c": 72, "\u5f20\u91cf\u4e4b\u95f4\u6700\u5927\u7684\u533a\u522b\u662f": 72, "\u5f20\u91cf\u53ef\u4ee5\u5728": 72, "\u4e0a\u8fd0\u884c": 72, "\u4e0a\u8fd0\u884c\u64cd\u4f5c": 72, "\u53ea\u9700\u5c06\u5f20\u91cf\u8f6c\u6362\u4e3a": 72, "polynomial_tensor": 72, "appreci": [73, 98, 113], "overlook": 73, "secur": [73, 169], "awar": [73, 124, 126, 136, 137, 138, 148, 165, 174, 175, 177, 184, 188, 189, 190, 197], "vulner": 73, "surpris": [73, 154], "impercept": 73, "perturb": 73, "drastic": 73, "overarch": 73, "misclassif": 73, "alter": [73, 112, 185], "har": 73, "remark": [73, 173], "jump": [73, 102, 105, 107, 108, 140, 147], "mathbf": 73, "nabla_": [73, 99], "007": 73, "misclassifi": 73, "gibbon": 73, "clearli": [73, 126, 190, 191], "pretrained_model": [73, 172], "lenet_mnist_model": [73, 222], "dropout1": [73, 123, 163, 204, 234], "dropout2": [73, 123, 163, 204, 234], "9216": [73, 123, 130, 155, 163, 204, 234], "log_softmax": [73, 93, 97, 99, 102, 103, 104, 123, 130, 149, 155, 163, 166, 167, 204, 222, 234], "test_load": [73, 97, 123, 130, 163, 167, 222], "1307": [73, 123, 130, 136, 149, 163, 167, 222], "3081": [73, 123, 130, 136, 149, 163, 167, 222], "fgsm_attack": 73, "clean": [73, 102, 122, 123, 134, 153, 188, 190, 196, 264], "data_grad": 73, "_imag": 73, "_grad": 73, "sign_data_grad": 73, "perturbed_imag": 73, "denorm": 73, "strength": [73, 170, 196], "adv_exampl": 73, "init_pr": 73, "bother": 73, "datagrad": 73, "data_denorm": 73, "perturbed_data": 73, "reappli": 73, "perturbed_data_norm": 73, "final_pr": 73, "adv_ex": 73, "adv": 73, "final_acc": 73, "ttest": 73, "trend": [73, 83, 169], "curv": [73, 150, 169, 170], "linearli": 73, "ytick": [73, 170], "xtick": [73, 170], "lunch": [73, 195], "BUT": [73, 101], "percept": 73, "tradeoff": [73, 121, 125, 126, 136, 160], "evid": 73, "fontsiz": 73, "orig": [73, 143], "nip": [73, 118], "defens": 73, "competit": [73, 139, 155], "defenc": 73, "perhap": [73, 127, 157, 254], "dirti": 73, "fgsm_tutori": 73, "torchvision_tutori": [74, 179], "multimod": [75, 121], "ow": 75, "ubiquit": 75, "caption": [75, 264, 267], "vqa": 75, "unimod": 75, "contrast": [75, 128, 150, 155, 178, 190], "textvqa": 75, "bert": [75, 93, 121, 123, 178, 197, 200, 229, 235], "dl": [75, 104, 178, 185, 208, 209, 222, 264], "fbaipublicfil": [75, 185], "pythia": 75, "gz": [75, 104, 118, 237, 264, 265], "xf": 75, "prepend": [75, 155], "exclam": 75, "34602": 75, "answers_textvqa_more_than_1": 75, "answer_to_idx": 75, "uniform": [75, 113, 177, 203], "berttoken": [75, 138, 186], "functool": [75, 87, 113, 122, 123, 142, 146], "image_transform": 75, "return_tensor": 75, "ans_to_count": 75, "max_valu": 75, "ans_idx": 75, "uncas": [75, 138, 145, 178, 186], "set_transform": 75, "flava_model_for_classif": 75, "mlp": [75, 124, 139, 177], "toi": [75, 98, 102, 123, 134, 143, 150, 164, 176, 200], "mdetr": 75, "omnivor": 75, "multitask": 75, "flava_finetuning_tutori": 75, "flush": [76, 94, 96, 189, 204, 209, 246, 264], "twice": [76, 131, 185, 232], "retain_vari": 76, "freed": [76, 122, 153, 198], "fail": [76, 112, 125, 145, 148, 159, 161, 165, 173, 191, 197, 199, 201, 209, 221, 223, 242], "autograd_tutorial_old": [76, 77], "tensor_tutorial_old": [77, 80], "nnft_tutori": [77, 78], "redesign": 78, "concatt": 78, "caddtabl": 78, "nngraph": 78, "input1": 78, "input2": 78, "pdb": 78, "debugg": [78, 104], "mnistconvnet": 78, "pool1": 78, "pool2": 78, "crazi": 78, "legal": [78, 194], "ephemer": [78, 153], "classnll": 78, "err": 78, "printnorm": 78, "register_forward_hook": [78, 240], "printgradnorm": 78, "register_backward_hook": 78, "i2h": [78, 127, 128], "h2o": [78, 127], "penn": [78, 179], "bank": 78, "timestep": [78, 98, 102, 127, 128, 161], "dataparallelmodel": 79, "block2": 79, "block3": 79, "becam": [79, 209], "inaccess": 79, "clash": 79, "mydataparallel": 79, "__getattr__": [79, 85], "attributeerror": 79, "getattr": [79, 147, 148, 186, 210, 248], "primit": [79, 121, 124, 146, 178, 198, 208], "mpi": [79, 136], "parallel_appli": 79, "clariti": [79, 143], "output_devic": [79, 134], "distributedmodel": 79, "\u6df1\u5ea6\u5b66\u4e60": [79, 127, 128, 166], "60\u5206\u949f\u5165\u95e8": [79, 127, 128, 166], "uniniti": [80, 137, 203], "postfix": 80, "narrow_": 80, "lua": [80, 81, 127, 128, 166], "1st": [80, 97, 102, 123, 129], "5th": 80, "camelcas": 80, "anymor": 80, "indexadd": 80, "index_add_": 80, "chartensor": 80, "anupam": [82, 83, 116], "bhatnagar": [82, 83], "holistictraceanalysi": 82, "deactiv": 82, "trace_dir": 82, "trace_analysi": 82, "traceanalysi": 82, "engag": [82, 197], "time_spent_df": 82, "get_temporal_breakdown": 82, "enqueu": 82, "slowdown": [82, 122, 125], "consecut": [82, 128, 137, 147, 150, 159, 172, 178], "insuffici": [82, 161, 177], "delai": [82, 134, 162, 177], "stall": [82, 177, 178], "gap": [82, 85], "nanosecond": 82, "consecutive_kernel_delai": 82, "get_idle_time_breakdown": 82, "idle_time_df": 82, "show_idle_interval_stat": 82, "percentag": [82, 119, 144, 157, 177, 194], "visualize_pctg": 82, "comm": 82, "comp": 82, "mem": [82, 109, 239], "proport": [82, 153], "pie": [82, 153], "chart": 82, "kernel_type_metrics_df": 82, "kernel_metrics_df": 82, "get_gpu_kernel_breakdown": 82, "bottleneck": [82, 109, 122, 124, 133, 135, 150, 153, 162, 169, 173, 177, 178], "plotli": [82, 126], "hover": [82, 126, 159], "pan": 82, "num_kernel": 82, "duration_ratio": 82, "preced": [82, 130, 137, 143, 178, 183, 198, 200, 264], "lab": [82, 170, 185], "image_render": 82, "jupyterlab": 82, "gpu_kernel_breakdown": 82, "tflop": 82, "oversubscrib": 82, "unresolv": [82, 192], "extent": 82, "overlap_df": 82, "get_comm_comp_overlap": 82, "h2d": 82, "d2h": 82, "d2d": 82, "memcpi": 82, "memset": 82, "outstand": [82, 200], "generate_trace_with_count": 82, "_with_count": 82, "screenshot": 82, "get_memory_bw_summari": 82, "get_queue_length_summari": 82, "get_memory_bw_time_seri": 82, "get_queue_length_time_seri": 82, "mem_bw_summari": 82, "queue_len_summari": 82, "mem_bw_seri": 82, "queue_len_seri": 82, "get_queue_length_seri": 82, "25th": 82, "50th": 82, "75th": 82, "percentil": 82, "cudalaunchkernel": 82, "cudamemcpyasync": 82, "cudamemsetasync": 82, "kernel_info_df": 82, "get_cuda_kernel_launch_stat": 82, "outlier": [82, 161], "microsecond": [82, 146, 165, 219, 224, 232], "cutoff": 82, "runtime_cutoff": 82, "launch_delay_cutoff": 82, "occasion": [83, 163, 166], "hta": [83, 169], "tracediff": 83, "cumul": [83, 160, 161, 176], "compare_trac": 83, "ops_diff": 83, "absent": 83, "visualize_counts_diff": 83, "visualize_duration_diff": 83, "ten": [83, 97], "compare_traces_output": 83, "sort_valu": [83, 126], "diff_count": 83, "diff_dur": 83, "differer": 83, "overshadow": 83, "profilerstep": [83, 145], "trace_diff_demo": 83, "learning_hybrid_frontend_through_example_tutori": [84, 85], "hybrid_frontend": 84, "introduction_to_hybrid_frontend_tutori": 84, "intens": [85, 145, 178], "shini": 85, "enjoi": [85, 147], "aquaint": 85, "refin": 85, "proven": [85, 193, 200], "resouc": 85, "consumpt": [85, 109, 122, 124, 126, 145, 157, 169, 214], "discrep": 85, "interwork": 85, "intrus": [85, 153], "broken": [85, 101, 118, 178], "epsilon": [85, 130, 137, 147, 160, 161], "biggl": 85, "lfloor": 85, "prod_": 85, "biggr": 85, "rfloor": 85, "hline": 85, "190": [85, 164, 172, 232], "4377": 85, "59051": 85, "traced_fn": 85, "script_fn": 85, "floor": [85, 95, 127, 128, 166], "accomod": [85, 132], "fmod": [85, 192], "traced_modul": 85, "n_trace": 85, "onnx": [85, 121], "dramat": 87, "industri": 87, "tensorboard": [87, 88, 91, 96, 121, 126, 149, 239, 246, 252], "slight": [87, 131, 233], "pathlib": [87, 104, 122, 126, 147, 172, 195], "random_split": [87, 115], "get_checkpoint": 87, "ashaschedul": 87, "cloudpickl": 87, "trial": [87, 126, 149], "load_data": 87, "train_cifar": 87, "as_directori": 87, "checkpoint_dir": [87, 215], "pkl": [87, 104, 223], "checkpoint_st": 87, "start_epoch": 87, "net_state_dict": 87, "optimizer_state_dict": [87, 112, 215, 221, 242], "luckili": [87, 145, 192], "fraction": 87, "checkpoint_data": 87, "wb": [87, 104, 153, 259], "dump": [87, 145, 153, 189, 223, 232, 247], "from_directori": 87, "val_step": 87, "bad": [87, 113, 125, 140, 174, 175, 178, 185], "wast": [87, 169, 194, 197, 203], "test_ab": 87, "train_subset": 87, "val_subset": 87, "valload": 87, "epoch_step": 87, "test_accuraci": 87, "loguniform": [87, 232], "gpus_per_tri": 87, "resources_per_tri": 87, "num_sampl": [87, 122], "checkpoint_at_end": 87, "max_num_epoch": 87, "abspath": [87, 156], "max_t": 87, "grace_period": 87, "reduction_factor": 87, "best_trial": 87, "get_best_tri": 87, "last_result": 87, "best_trained_model": 87, "best_checkpoint": 87, "get_best_checkpoint": 87, "best_checkpoint_data": 87, "test_acc": 87, "000668163": 87, "31479": 87, "0977": 87, "0331514": 87, "31605": 87, "0983": 87, "000150295": 87, "30755": 87, "1023": 87, "0128248": 87, "66912": 87, "4391": 87, "00464561": 87, "7316": 87, "3463": 87, "00031556": 87, "19409": 87, "1736": 87, "00574329": 87, "85679": 87, "3368": 87, "00325652": 87, "30272": 87, "0984": 87, "000342987": 87, "76044": 87, "003734": 87, "53101": 87, "4761": 87, "0037339984519545164": 87, "5310075663924216": 87, "4737": 87, "hyperparameter_tuning_tutori": 87, "\u7b80\u4ecb": [88, 89, 90, 91, 93, 94], "tensorboard\u652f\u6301": [88, 89, 90, 92, 93, 94, 95, 96], "\u6a21\u578b\u7406\u89e3": [88, 89, 90, 92, 93, 94, 95, 96], "\u4f5c\u8005": [88, 129, 211, 215, 216, 220, 231, 235, 238, 245, 248, 253, 256, 257], "brad": 88, "heintz": 88, "\u672c\u6559\u7a0b\u4e0eyoutube\u4e0a\u7684": 88, "\u521d\u5b66\u8005\u7cfb\u5217": 88, "\u540c\u6b65": [88, 231], "\u6bcf\u4e2a\u90e8\u5206\u7684\u9876\u90e8\u90fd\u6709\u4e00\u4e2acolab\u94fe\u63a5": 88, "\u5b83\u4f1a\u5728\u5b8c\u5168\u6258\u7ba1\u7684\u73af\u5883\u4e2d\u6253\u5f00\u4e00\u4e2a\u5305\u542b\u4ee3\u7801\u7684\u7b14\u8bb0\u672c": 88, "\u4e13\u4e1a\u63d0\u793a": 88, "\u4f7f\u7528gpu\u8fd0\u884c\u65f6\u7684colab\u53ef\u4ee5\u52a0\u901f\u64cd\u4f5c": 88, "\u8fd0\u884c\u65f6": 88, "\u66f4\u6539\u8fd0\u884c\u65f6\u7c7b\u578b": 88, "\u672c\u5730": 88, "\u4e0b\u8f7dnotebook\u6216\u5c06\u4ee3\u7801\u590d\u5236\u5230\u60a8\u559c\u6b22\u7684ide\u4e2d": 88, "\u81ea\u52a8\u5fae\u5206\u57fa\u7840": 88, "\u652f\u6301": [88, 96, 222, 248, 252, 256], "captum": [88, 91, 236, 252], "\u8fdb\u884c\u6a21\u578b\u7406\u89e3": 88, "\u8ddf\u968f\u4e0b\u9762\u7684\u89c6\u9891\u6216\u5728": [89, 90, 92, 93, 94, 95, 96], "\u4e0a\u89c2\u770b": [89, 90, 92, 93, 94, 95, 96], "\u529f\u80fd\u662f\u4f7f": 89, "\u5728\u6784\u5efa\u673a\u5668\u5b66\u4e60\u9879\u76ee\u65f6\u7075\u6d3b\u4e14\u5feb\u901f\u7684\u90e8\u5206\u539f\u56e0": 89, "\u5b83\u5141\u8bb8\u5bf9\u590d\u6742\u8ba1\u7b97\u5feb\u901f\u8f7b\u677e\u5730\u8ba1\u7b97\u591a\u4e2a\u504f\u5bfc\u6570": 89, "\u4e5f\u79f0\u4e3a": 89, "\u8fd9\u4e2a\u64cd\u4f5c\u662f\u57fa\u4e8e\u53cd\u5411\u4f20\u64ad\u7684\u795e\u7ecf\u7f51\u7edc\u5b66\u4e60\u7684\u6838\u5fc3": 89, "\u7684\u5f3a\u5927\u4e4b\u5904\u5728\u4e8e\u5b83\u5728\u8fd0\u884c\u65f6\u52a8\u6001\u5730": 89, "\u8ddf\u8e2a\u4f60\u7684\u8ba1\u7b97": 89, "\u8fd9\u610f\u5473\u7740\u5982\u679c\u4f60\u7684\u6a21\u578b\u6709\u51b3\u7b56\u5206\u652f\u6216\u957f\u5ea6\u5728\u8fd0\u884c\u65f6\u624d\u77e5\u9053\u7684\u5faa\u73af": 89, "\u8ba1\u7b97\u4ecd\u7136\u4f1a\u88ab\u6b63\u786e\u8ddf\u8e2a": 89, "\u4f60\u4f1a\u5f97\u5230\u6b63\u786e\u7684\u68af\u5ea6\u6765\u9a71\u52a8\u5b66\u4e60": 89, "\u7ed3\u5408\u4f60\u7684\u6a21\u578b\u662f\u7528": 89, "\u6784\u5efa\u7684\u4e8b\u5b9e": 89, "\u8fd9\u6bd4\u4f9d\u8d56\u4e8e\u5bf9\u66f4\u52a0\u4e25\u683c\u7ed3\u6784\u5316\u7684\u6a21\u578b\u8fdb\u884c\u9759\u6001\u5206\u6790\u6765\u8ba1\u7b97\u68af\u5ea6\u7684\u6846\u67b6\u63d0\u4f9b\u4e86\u66f4\u5927\u7684\u7075\u6d3b\u6027": 89, "\u673a\u5668\u5b66\u4e60\u6a21\u578b\u662f\u4e00\u4e2a": 89, "\u6709\u8f93\u5165\u548c\u8f93\u51fa": 89, "\u5728\u672c\u8ba8\u8bba\u4e2d": 89, "\u6211\u4eec\u5c06\u628a\u8f93\u5165\u89c6\u4e3a\u4e00\u4e2a": 89, "\u7ef4\u5411\u91cf": 89, "\u5176\u5143\u7d20\u4e3a": 89, "\u7136\u540e\u6211\u4eec\u53ef\u4ee5\u5c06\u6a21\u578b": 89, "\u8868\u793a\u4e3a\u8f93\u5165\u7684\u5411\u91cf\u503c\u51fd\u6570": 89, "\u6211\u4eec\u5c06\u6a21\u578b": 89, "\u7684\u8f93\u51fa\u503c\u89c6\u4e3a\u5411\u91cf": 89, "\u56e0\u4e3a\u4e00\u822c\u6765\u8bf4": 89, "\u4e00\u4e2a\u6a21\u578b\u53ef\u80fd\u6709\u4efb\u610f\u6570\u91cf\u7684\u8f93\u51fa": 89, "\u7531\u4e8e\u6211\u4eec\u4e3b\u8981\u5728\u8bad\u7ec3\u7684\u80cc\u666f\u4e0b\u8ba8\u8bba\u81ea\u52a8\u5fae\u5206": 89, "\u6211\u4eec\u611f\u5174\u8da3\u7684\u8f93\u51fa\u5c06\u662f\u6a21\u578b\u7684\u635f\u5931": 89, "\u662f\u6a21\u578b\u8f93\u51fa\u7684\u5355\u503c\u6807\u91cf\u51fd\u6570": 89, "\u8be5\u51fd\u6570\u8868\u793a\u6211\u4eec\u6a21\u578b\u5bf9\u7279\u5b9a\u8f93\u5165\u7684": 89, "\u7406\u60f3": 89, "\u8f93\u51fa\u7684\u9884\u6d4b\u504f\u5dee\u6709\u591a\u5927": 89, "\u4ece\u8fd9\u4e00\u70b9\u5f00\u59cb": 89, "\u6211\u4eec\u901a\u5e38\u4f1a\u7701\u7565\u5411\u91cf\u7b26\u53f7": 89, "\u4f8b\u5982\u4f7f\u7528": 89, "\u6211\u4eec\u5e0c\u671b\u6700\u5c0f\u5316\u635f\u5931": 89, "\u5728\u7406\u60f3\u60c5\u51b5\u4e0b": [89, 95], "\u5373\u5b8c\u7f8e\u6a21\u578b\u7684\u60c5\u51b5\u4e0b": 89, "\u8fd9\u610f\u5473\u7740\u8c03\u6574\u5176\u5b66\u4e60\u6743\u91cd": 89, "\u4e5f\u5c31\u662f\u8be5\u51fd\u6570\u7684\u53ef\u8c03\u53c2\u6570": 89, "\u4f7f\u5f97\u5bf9\u4e8e\u6240\u6709\u8f93\u5165": 89, "\u635f\u5931\u4e3a\u96f6": 89, "\u5728\u73b0\u5b9e\u4e16\u754c\u4e2d": 89, "\u8fd9\u610f\u5473\u7740\u4e00\u4e2a\u8fed\u4ee3\u8fc7\u7a0b": 89, "\u4e0d\u65ad\u5fae\u8c03\u5b66\u4e60\u6743\u91cd": 89, "\u76f4\u5230\u6211\u4eec\u770b\u5230\u5bf9\u4e8e\u5e7f\u6cdb\u7684\u8f93\u5165": 89, "\u5f97\u5230\u53ef\u63a5\u53d7\u7684\u635f\u5931": 89, "\u6211\u4eec\u5982\u4f55\u51b3\u5b9a\u6743\u91cd\u5e94\u8be5\u671d\u54ea\u4e2a\u65b9\u5411\u5fae\u8c03\u591a\u8fdc\u5462": 89, "\u6211\u4eec\u5e0c\u671b": 89, "\u6700\u5c0f\u5316": 89, "\u8fd9\u610f\u5473\u7740\u4f7f\u5176\u5173\u4e8e\u8f93\u5165\u7684\u4e00\u9636\u5bfc\u6570\u7b49\u4e8e0": 89, "\u4f46\u662f\u8bf7\u8bb0\u4f4f": 89, "\u635f\u5931\u4e0d\u662f": 89, "\u76f4\u63a5": 89, "\u7531\u8f93\u5165\u5bfc\u51fa\u7684": 89, "\u800c\u662f\u7531\u6a21\u578b\u8f93\u51fa\u7684\u51fd\u6570\u5bfc\u51fa\u7684": 89, "\u800c\u6a21\u578b\u8f93\u51fa\u53c8\u662f\u8f93\u5165\u7684\u76f4\u63a5\u51fd\u6570": 89, "\u6839\u636e\u5fae\u79ef\u5206\u7684\u94fe\u5f0f\u6cd5\u5219": 89, "\u6211\u4eec\u6709": [89, 95], "\u662f\u590d\u6742\u7684\u5730\u65b9": 89, "\u5982\u679c\u6211\u4eec\u518d\u6b21\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u5c55\u5f00\u6a21\u578b\u8f93\u51fa\u5173\u4e8e\u8f93\u5165\u7684\u504f\u5bfc\u6570\u7684\u8868\u8fbe\u5f0f": 89, "\u5b83\u5c06\u6d89\u53ca\u6bcf\u4e2a\u4e58\u4ee5\u7684\u5b66\u4e60\u6743\u91cd": 89, "\u6bcf\u4e2a\u6fc0\u6d3b\u51fd\u6570\u4ee5\u53ca\u6a21\u578b\u4e2d\u7684\u6bcf\u4e2a\u5176\u4ed6\u6570\u5b66\u53d8\u6362\u7684\u8bb8\u591a\u5c40\u90e8\u504f\u5bfc\u6570": 89, "\u6211\u4eec\u8bd5\u56fe\u6d4b\u91cf\u5176\u68af\u5ea6\u7684\u6bcf\u4e2a\u53d8\u91cf\u7684\u5b8c\u6574\u8868\u8fbe\u5f0f": 89, "\u90fd\u662f\u901a\u8fc7\u8ba1\u7b97\u56fe\u4e2d\u6240\u6709\u53ef\u80fd\u8def\u5f84\u7684\u5c40\u90e8\u68af\u5ea6\u4e4b\u548c\u7684\u4e58\u79ef": 89, "\u7279\u522b\u611f\u5174\u8da3\u7684\u662f\u5b66\u4e60\u6743\u91cd\u4e0a\u7684\u68af\u5ea6": 89, "\u5b83\u4eec\u544a\u8bc9\u6211\u4eec": 89, "\u5e94\u8be5\u671d\u54ea\u4e2a\u65b9\u5411\u6539\u53d8\u6bcf\u4e2a\u6743\u91cd": 89, "\u4ee5\u4f7f\u635f\u5931\u51fd\u6570\u66f4\u63a5\u8fd1\u4e8e\u96f6": 89, "\u7531\u4e8e\u8fd9\u4e9b\u5c40\u90e8\u5bfc\u6570\u7684\u6570\u91cf": 89, "\u6bcf\u4e2a\u5bf9\u5e94\u4e8e\u8ba1\u7b97\u56fe\u4e2d\u7684\u5355\u72ec\u8def\u5f84": 89, "\u5f80\u5f80\u4f1a\u968f\u7740\u795e\u7ecf\u7f51\u7edc\u7684\u6df1\u5ea6\u5448\u6307\u6570\u589e\u957f": 89, "\u56e0\u6b64\u8ba1\u7b97\u5b83\u4eec\u7684\u590d\u6742\u5ea6\u4e5f\u4f1a\u589e\u52a0": 89, "\u8fd9\u5c31\u662f\u81ea\u52a8\u5fae\u5206\u53d1\u6325\u4f5c\u7528\u7684\u5730\u65b9": 89, "\u5b83\u8ddf\u8e2a\u6bcf\u4e00\u6b65\u8ba1\u7b97\u7684\u5386\u53f2": 89, "\u4f60\u5728pytorch\u6a21\u578b\u4e2d\u8ba1\u7b97\u7684\u6bcf\u4e2a\u5f20\u91cf\u90fd\u4fdd\u7559\u4e86\u5176\u8f93\u5165\u5f20\u91cf\u548c\u521b\u5efa\u5b83\u7684\u51fd\u6570\u7684\u5386\u53f2\u8bb0\u5f55": 89, "\u7ed3\u5408pytorch\u4e2d\u7528\u4e8e\u5bf9\u5f20\u91cf\u8fdb\u884c\u64cd\u4f5c\u7684\u6bcf\u4e2a\u51fd\u6570\u90fd\u5185\u7f6e\u4e86\u8ba1\u7b97\u81ea\u8eab\u5bfc\u6570\u7684\u5b9e\u73b0\u8fd9\u4e00\u4e8b\u5b9e": 89, "\u8fd9\u6781\u5927\u5730\u52a0\u5feb\u4e86\u5b66\u4e60\u6240\u9700\u7684\u5c40\u90e8\u5bfc\u6570\u7684\u8ba1\u7b97\u901f\u5ea6": 89, "\u8fd9\u662f\u5f88\u591a\u7406\u8bba": 89, "\u4f46\u5728\u5b9e\u8df5\u4e2d\u4f7f\u7528\u81ea\u52a8\u5fae\u5206\u662f\u4ec0\u4e48\u6837\u7684\u5462": 89, "\u8ba9\u6211\u4eec\u4ece\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\u5f00\u59cb": 89, "\u9996\u5148": [89, 90, 92, 95, 104, 216, 217, 231, 232, 235, 238, 245, 253], "\u6211\u4eec\u5c06\u5bfc\u5165\u4e00\u4e9b\u5185\u5bb9": 89, "\u4ee5\u4fbf\u53ef\u4ee5\u7ed8\u5236\u7ed3\u679c": 89, "ticker": [89, 127, 166], "\u63a5\u4e0b\u6765": [89, 92, 95, 104, 217, 220, 238, 253], "\u6211\u4eec\u5c06\u521b\u5efa\u4e00\u4e2a\u8f93\u5165\u5f20\u91cf": 89, "\u5176\u503c\u5747\u5300\u5206\u5e03\u5728\u533a\u95f4": 89, "2\u03c0": 89, "\u5e76\u6307\u5b9a": 89, "\u4e0e\u5927\u591a\u6570\u521b\u5efa\u5f20\u91cf\u7684\u51fd\u6570\u4e00\u6837": 89, "\u63a5\u53d7\u4e00\u4e2a\u53ef\u9009\u7684": 89, "\u9009\u9879": 89, "\u8bbe\u7f6e\u6b64\u6807\u5fd7\u610f\u5473\u7740\u5728\u968f\u540e\u7684\u6bcf\u4e2a\u8ba1\u7b97\u4e2d": 89, "\u90fd\u4f1a\u5728\u8be5\u8ba1\u7b97\u7684\u8f93\u51fa\u5f20\u91cf\u4e2d\u7d2f\u79ef\u8ba1\u7b97\u5386\u53f2": 89, "\u6211\u4eec\u5c06\u6267\u884c\u4e00\u4e2a\u8ba1\u7b97": 89, "\u5e76\u7ed8\u5236\u5176\u8f93\u51fa\u4e0e\u8f93\u5165\u7684\u5173\u7cfb\u56fe": 89, "\u8ba9\u6211\u4eec\u4ed4\u7ec6\u770b\u770b\u5f20\u91cf": 89, "\u5f53\u6211\u4eec\u6253\u5370\u5b83\u65f6": 89, "\u6211\u4eec\u770b\u5230\u4e00\u4e2a\u6307\u793a\u5b83\u6b63\u5728\u8ddf\u8e2a\u5176\u8ba1\u7b97\u5386\u53f2\u7684\u6307\u793a\u7b26": 89, "\u8fd9\u4e2a": [89, 92, 238], "\u7ed9\u4e86\u6211\u4eec\u4e00\u4e2a\u63d0\u793a": 89, "\u5f53\u6211\u4eec\u6267\u884c\u53cd\u5411\u4f20\u64ad\u6b65\u9aa4\u5e76\u8ba1\u7b97\u68af\u5ea6\u65f6": 89, "\u6211\u4eec\u9700\u8981\u8ba1\u7b97\u6240\u6709\u8fd9\u4e2a\u5f20\u91cf\u8f93\u5165\u7684": 89, "\u7684\u5bfc\u6570": 89, "\u8ba9\u6211\u4eec\u6267\u884c\u66f4\u591a\u8ba1\u7b97": 89, "\u6700\u540e": [89, 92, 96, 104, 214, 217, 241], "\u8ba9\u6211\u4eec\u8ba1\u7b97\u4e00\u4e2a\u5355\u5143\u7d20\u8f93\u51fa": 89, "\u5f53\u4f60\u5728\u4e0d\u5e26\u53c2\u6570\u7684\u60c5\u51b5\u4e0b\u5bf9\u4e00\u4e2a\u5f20\u91cf\u8c03\u7528": 89, "\u5b83\u671f\u671b\u8c03\u7528\u5f20\u91cf\u53ea\u5305\u542b\u4e00\u4e2a\u5143\u7d20": 89, "\u5c31\u50cf\u5728\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u65f6\u4e00\u6837": 89, "\u6bcf\u4e2a\u5b58\u50a8\u5728\u6211\u4eec\u5f20\u91cf\u4e2d\u7684": 89, "\u5141\u8bb8\u4f60\u4f7f\u7528\u5176": 89, "\u6cbf\u7740\u8ba1\u7b97\u8def\u5f84\u4e00\u76f4\u56de\u6eaf\u5230\u5176\u8f93\u5165": 89, "\u6211\u4eec\u53ef\u4ee5\u770b\u5230": 89, "\u4e0a\u6df1\u5165\u94bb\u7814\u8fd9\u4e2a\u5c5e\u6027\u4f1a\u663e\u793a\u6211\u4eec\u4e4b\u524d\u6240\u6709\u5f20\u91cf\u7684\u68af\u5ea6\u51fd\u6570": 89, "\u88ab\u62a5\u544a\u4e3a": 89, "\u8868\u793a\u8fd9\u662f\u4e00\u4e2a\u6ca1\u6709\u81ea\u8eab\u5386\u53f2\u7684\u51fd\u6570\u8f93\u5165": 89, "na": [89, 92], "\u6709\u4e86\u8fd9\u4e9b\u673a\u5236": 89, "\u6211\u4eec\u5982\u4f55\u83b7\u53d6\u5bfc\u6570\u5462": 89, "\u60a8\u5728\u8f93\u51fa\u4e0a\u8c03\u7528": 89, "\u5e76\u68c0\u67e5\u8f93\u5165\u7684": 89, "\u5c5e\u6027\u6765\u68c0\u67e5\u68af\u5ea6": 89, "\u56de\u987e\u4e00\u4e0b\u6211\u4eec\u4e3a\u4e86\u8fbe\u5230\u8fd9\u4e00\u6b65\u6240\u91c7\u53d6\u7684\u8ba1\u7b97\u6b65\u9aa4": 89, "\u6dfb\u52a0\u4e00\u4e2a\u5e38\u6570": 89, "\u5c31\u50cf\u6211\u4eec\u8ba1\u7b97": 89, "\u65f6\u6240\u505a\u7684\u90a3\u6837": 89, "\u4e0d\u4f1a\u6539\u53d8\u5bfc\u6570": 89, "\u5269\u4e0b\u7684\u5c31\u662f": 89, "\u5b83\u7684\u5bfc\u6570\u5e94\u8be5\u662f": 89, "\u4ece\u4e0a\u9762\u7684\u56fe\u4e2d\u53ef\u4ee5\u770b\u51fa": 89, "\u8fd9\u6b63\u662f\u6211\u4eec\u6240\u770b\u5230\u7684": 89, "\u8bf7\u6ce8\u610f": [89, 96, 104, 213, 215, 216, 217, 248, 250, 253], "\u53ea\u6709\u8ba1\u7b97\u56fe\u7684": 89, "\u53f6\u5b50\u8282\u70b9": 89, "\u624d\u4f1a\u8ba1\u7b97\u5b83\u4eec\u7684\u68af\u5ea6": 89, "\u5982\u679c\u4f60\u5c1d\u8bd5": 89, "\u4f60\u4f1a\u5f97\u5230": 89, "\u5728\u8fd9\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\u4e2d": 89, "\u53ea\u6709\u8f93\u5165\u662f\u53f6\u5b50\u8282\u70b9": 89, "\u6240\u4ee5\u53ea\u6709\u5b83\u6709\u8ba1\u7b97\u68af\u5ea6": 89, "\u6211\u4eec\u5df2\u7ecf\u7b80\u5355\u5730\u770b\u4e86\u4e00\u4e0b\u81ea\u52a8\u6c42\u5bfc\u662f\u5982\u4f55\u5de5\u4f5c\u7684": 89, "\u4f46\u662f\u5f53\u5b83\u5728\u5b9e\u9645\u5e94\u7528\u4e2d": 89, "\u770b\u8d77\u6765\u4f1a\u662f\u4ec0\u4e48\u6837\u5b50\u5462": 89, "\u8ba9\u6211\u4eec\u5b9a\u4e49\u4e00\u4e2a\u5c0f\u6a21\u578b\u5e76\u68c0\u67e5\u5b83\u5728\u5355\u4e2a\u8bad\u7ec3\u6279\u6b21\u540e\u662f\u5982\u4f55\u53d8\u5316\u7684": 89, "\u5b9a\u4e49\u4e00\u4e9b\u5e38\u91cf": 89, "\u6211\u4eec\u7684\u6a21\u578b": 89, "\u4ee5\u53ca\u4e00\u4e9b\u8f93\u5165\u548c\u8f93\u51fa": 89, "dim_in": 89, "dim_out": 89, "tinymodel": [89, 93], "layer2": [89, 150, 158, 161], "some_input": 89, "ideal_output": 89, "\u4f60\u53ef\u80fd\u4f1a\u6ce8\u610f\u5230": 89, "\u6211\u4eec\u4ece\u672a\u4e3a\u6a21\u578b\u7684\u5c42\u8bbe\u7f6e": 89, "\u7684\u5b50\u7c7b\u4e2d": 89, "\u5047\u5b9a\u6211\u4eec\u5e0c\u671b\u8ddf\u8e2a\u5c42\u6743\u91cd\u7684\u68af\u5ea6\u4ee5\u8fdb\u884c\u5b66\u4e60": 89, "\u5982\u679c\u6211\u4eec\u67e5\u770b\u6a21\u578b\u7684\u5c42": 89, "\u6211\u4eec\u53ef\u4ee5\u68c0\u67e5\u6743\u91cd\u7684\u503c": 89, "\u5e76\u9a8c\u8bc1\u5c1a\u672a\u8ba1\u7b97\u4efb\u4f55\u68af\u5ea6": 89, "\u53ea\u6253\u5370\u4e00\u5c0f\u90e8\u5206": 89, "\u8ba9\u6211\u4eec\u770b\u770b\u5f53\u6211\u4eec\u8fd0\u884c\u4e00\u4e2a\u8bad\u7ec3\u6279\u6b21\u65f6\u4f1a\u53d1\u751f\u4ec0\u4e48\u53d8\u5316": 89, "\u4f5c\u4e3a\u635f\u5931\u51fd\u6570": [89, 104], "\u4e4b\u95f4\u7684\u6b27\u51e0\u91cc\u5f97\u8ddd\u79bb\u7684\u5e73\u65b9": 89, "\u5e76\u4f7f\u7528\u57fa\u672c\u7684\u968f\u673a\u68af\u5ea6\u4e0b\u964d\u4f18\u5316\u5668": 89, "\u73b0\u5728": [89, 90, 94, 104, 215, 217, 237, 245, 246, 258], "\u8ba9\u6211\u4eec\u8c03\u7528": 89, "\u5e76\u770b\u770b\u4f1a\u53d1\u751f\u4ec0\u4e48": 89, "\u6bcf\u4e2a\u5b66\u4e60\u6743\u91cd\u7684\u68af\u5ea6\u90fd\u5df2\u7ecf\u8ba1\u7b97\u51fa\u6765\u4e86": 89, "\u4f46\u6743\u91cd\u4fdd\u6301\u4e0d\u53d8": 89, "\u56e0\u4e3a\u6211\u4eec\u8fd8\u6ca1\u6709\u8fd0\u884c\u4f18\u5316\u5668": 89, "\u4f18\u5316\u5668\u8d1f\u8d23\u6839\u636e\u8ba1\u7b97\u51fa\u7684\u68af\u5ea6\u66f4\u65b0\u6a21\u578b\u6743\u91cd": 89, "\u4f60\u5e94\u8be5\u770b\u5230": 89, "\u7684\u6743\u91cd\u5df2\u7ecf\u6539\u53d8": 89, "\u5173\u4e8e\u8fd9\u4e2a\u8fc7\u7a0b\u7684\u4e00\u4e2a\u91cd\u8981\u4e8b\u9879": 89, "\u5728\u8c03\u7528": [89, 129], "\u4e4b\u540e": [89, 104, 214, 245, 248], "\u4f60\u9700\u8981\u8c03\u7528": 89, "\u5426\u5219\u6bcf\u6b21\u4f60\u8fd0\u884c": 89, "\u5b66\u4e60\u6743\u91cd\u4e0a\u7684\u68af\u5ea6\u5c06\u4f1a\u7d2f\u79ef": 89, "set_to_non": [89, 231, 248], "\u5728\u8fd0\u884c\u4e0a\u9762\u7684\u5355\u5143\u683c\u540e": 89, "\u4f60\u5e94\u8be5\u4f1a\u770b\u5230\u5728\u591a\u6b21\u8fd0\u884c": 89, "\u5927\u591a\u6570\u68af\u5ea6\u7684\u5e45\u5ea6\u4f1a\u53d8\u5f97\u66f4\u5927": 89, "\u5982\u679c\u5728\u8fd0\u884c\u4e0b\u4e00\u4e2a\u8bad\u7ec3\u6279\u6b21\u4e4b\u524d": 89, "\u6ca1\u6709\u5c06\u68af\u5ea6\u6e05\u96f6": 89, "\u68af\u5ea6\u5c31\u4f1a\u4ee5\u8fd9\u79cd\u65b9\u5f0f\u81a8\u80c0": 89, "\u4ece\u800c\u5bfc\u81f4\u4e0d\u6b63\u786e\u548c": 89, "\u4e0d\u53ef\u9884\u6d4b\u7684\u5b66\u4e60\u7ed3\u679c": 89, "\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b": [89, 241, 251], "\u4f60\u9700\u8981\u5bf9\u662f\u5426\u542f\u7528\u81ea\u52a8\u6c42\u5bfc\u8fdb\u884c\u7ec6\u7c92\u5ea6\u63a7\u5236": 89, "\u6709\u591a\u79cd\u65b9\u6cd5\u53ef\u4ee5\u505a\u5230\u8fd9\u4e00\u70b9": 89, "\u5177\u4f53\u53d6\u51b3\u4e8e\u60c5\u51b5": 89, "\u6700\u7b80\u5355\u7684\u65b9\u6cd5\u662f\u76f4\u63a5\u66f4\u6539\u5f20\u91cf\u4e0a\u7684": 89, "\u6807\u5fd7": 89, "b1": 89, "b2": 89, "\u5728\u4e0a\u9762\u7684\u5355\u5143\u683c\u4e2d": [89, 95], "\u6709\u4e00\u4e2a": [89, 93, 214], "\u4e00\u4e2a": [89, 92, 234, 245, 250], "\u8ba1\u7b97\u5386\u53f2\u7684\u8ddf\u8e2a\u8bb0\u5f55": 89, "\u8fd9\u662f\u6211\u4eec\u6240\u671f\u671b\u7684": 89, "\u56e0\u4e3a\u5b83\u662f\u4ece\u4e00\u4e2a\u542f\u7528\u4e86": 89, "\u7684\u5f20\u91cf": [89, 92, 95, 111, 214], "\u6d3e\u751f\u51fa\u6765\u7684": 89, "\u5f53\u6211\u4eec\u4f7f\u7528": [89, 238], "\u663e\u5f0f\u5730\u5173\u95ed": 89, "\u8ba1\u7b97\u5386\u53f2\u5c31\u4e0d\u518d\u88ab\u8ddf\u8e2a\u4e86": 89, "\u6b63\u5982\u6211\u4eec\u5728\u8ba1\u7b97": 89, "\u6240\u770b\u5230\u7684\u90a3\u6837": 89, "\u5982\u679c\u4f60\u53ea\u9700\u8981\u4e34\u65f6\u5173\u95ed": 89, "\u4e00\u4e2a\u66f4\u597d\u7684\u65b9\u6cd5\u662f\u4f7f\u7528": 89, "c2": 89, "\u4e5f\u53ef\u4ee5\u7528\u4f5c\u51fd\u6570\u6216\u65b9\u6cd5\u88c5\u9970\u5668": 89, "add_tensors1": 89, "add_tensors2": 89, "\u6709\u4e00\u4e2a\u5bf9\u5e94\u7684\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668": 89, "enable_grad": 89, "\u7528\u4e8e\u5728\u5c1a\u672a\u542f\u7528\u65f6": 89, "\u6253\u5f00": [89, 95, 121], "\u5b83\u4e5f\u53ef\u4ee5\u7528\u4f5c\u88c5\u9970\u5668": 89, "\u4f60\u53ef\u80fd\u6709\u4e00\u4e2a\u9700\u8981\u68af\u5ea6\u8ddf\u8e2a\u7684\u5f20\u91cf": 89, "\u4f46\u4f60\u60f3\u8981\u4e00\u4e2a\u4e0d\u9700\u8981\u7684\u526f\u672c": 89, "\u4e3a\u6b64": [89, 90, 94, 95, 104, 214, 245, 259], "\u6211\u4eec\u6709\u5f20\u91cf\u5bf9\u8c61\u7684": 89, "\u5b83\u521b\u5efa\u4e00\u4e2a\u4e0e\u8ba1\u7b97\u5386\u53f2": 89, "\u5206\u79bb": 89, "\u7684\u5f20\u91cf\u526f\u672c": 89, "\u6211\u4eec\u4e4b\u524d\u8fd9\u6837\u505a\u662f\u56e0\u4e3a\u6211\u4eec\u60f3\u8981\u7ed8\u5236\u4e00\u4e9b\u5f20\u91cf\u7684\u56fe\u50cf": 89, "\u8fd9\u662f\u56e0\u4e3a": [89, 90, 232], "\u671f\u671b\u8f93\u5165\u662f\u4e00\u4e2a": 89, "\u6570\u7ec4": [89, 104, 230], "\u800c\u4ece\u5177\u6709": 89, "\u6570\u7ec4\u7684\u9690\u5f0f\u8f6c\u6362\u662f\u4e0d\u5141\u8bb8\u7684": 89, "\u5236\u4f5c\u4e00\u4e2a\u5206\u79bb\u7684\u526f\u672c\u8ba9\u6211\u4eec\u53ef\u4ee5\u7ee7\u7eed\u524d\u8fdb": 89, "\u5728\u672c\u7ec3\u4e60\u4e2d\u5230\u76ee\u524d\u4e3a\u6b62\u7684\u6bcf\u4e2a\u793a\u4f8b\u4e2d": 89, "\u6211\u4eec\u90fd\u4f7f\u7528\u4e86\u53d8\u91cf\u6765\u6355\u83b7\u8ba1\u7b97\u7684\u4e2d\u95f4\u503c": 89, "\u9700\u8981\u8fd9\u4e9b\u4e2d\u95f4\u503c\u6765\u6267\u884c\u68af\u5ea6\u8ba1\u7b97": 89, "\u5728\u4f7f\u7528": [89, 248], "\u4f60\u5fc5\u987b": 89, "\u5c0f\u5fc3\u4f7f\u7528\u539f\u4f4d\u64cd\u4f5c": 89, "\u8fd9\u6837\u505a\u53ef\u80fd\u4f1a\u7834\u574f\u8ba1\u7b97\u5bfc\u6570\u6240\u9700\u7684\u4fe1\u606f": 89, "\u8c03\u7528\u65f6\u9700\u8981\u8fd9\u4e9b\u4fe1\u606f": 89, "\u5982\u679c\u4f60\u5c1d\u8bd5\u5bf9\u9700\u8981": 89, "\u7684\u53f6\u53d8\u91cf\u8fdb\u884c\u539f\u4f4d\u64cd\u4f5c": 89, "\u751a\u81f3\u4f1a\u963b\u6b62\u4f60": 89, "\u5982\u4e0b\u6240\u793a": [89, 104, 215, 222, 245, 259], "\u4f1a\u8be6\u7ec6\u8ddf\u8e2a\u4f60\u7684\u6bcf\u4e00\u6b65\u8ba1\u7b97": 89, "\u8fd9\u79cd\u8ba1\u7b97\u5386\u53f2": 89, "\u7ed3\u5408\u65f6\u95f4\u4fe1\u606f": 89, "\u5c06\u6784\u6210\u4e00\u4e2a\u65b9\u4fbf\u7684\u5206\u6790\u5668": 89, "\u5c31\u5185\u7f6e\u4e86\u8fd9\u4e2a\u529f\u80fd": 89, "\u8fd9\u91cc\u6709\u4e00\u4e2a\u5feb\u901f\u4f7f\u7528\u793a\u4f8b": 89, "run_on_gpu": 89, "prf": 89, "key_averag": [89, 109, 145, 165, 220, 239], "sort_bi": [89, 109, 145, 165, 220, 239], "self_cpu_time_tot": [89, 109, 119, 145, 220, 239], "\u5206\u6790\u5668\u53ef\u4ee5\u6807\u8bb0\u4ee3\u7801\u7684\u5355\u4e2a\u5b50\u5757": 89, "\u6309\u8f93\u5165\u5f20\u91cf\u5f62\u72b6\u5206\u89e3\u6570\u636e": 89, "\u5e76\u5c06\u6570\u636e\u5bfc\u51fa\u4e3a": 89, "\u8ddf\u8e2a\u5de5\u5177\u6587\u4ef6": 89, "\u6709\u5173": [89, 231, 257], "\u7684\u5b8c\u6574\u8be6\u7ec6\u4fe1\u606f": 89, "\u5982\u679c\u4f60\u6709\u4e00\u4e2a\u5177\u6709": 89, "\u7ef4\u8f93\u5165\u548c": 89, "\u7ef4\u8f93\u51fa\u7684\u51fd\u6570": 89, "\u5b8c\u6574\u7684\u68af\u5ea6\u662f\u6bcf\u4e2a\u8f93\u51fa\u76f8\u5bf9\u4e8e\u6bcf\u4e2a\u8f93\u5165\u7684": 89, "\u5bfc\u6570\u7684\u77e9\u9635": 89, "\u5982\u679c\u4f60\u6709\u7b2c\u4e8c\u4e2a\u51fd\u6570": 89, "\u5b83": [89, 95, 96], "\u63a5\u53d7": [89, 248], "\u7ef4\u8f93\u5165": 89, "\u4e5f\u5c31\u662f\u4e0e\u4e0a\u9762\u7684\u8f93\u51fa\u5177\u6709\u76f8\u540c\u7684\u7ef4\u5ea6": 89, "\u5e76\u8fd4\u56de\u4e00\u4e2a": 89, "\u6807\u91cf\u8f93\u51fa": 89, "\u4f60\u53ef\u4ee5\u7528\u4e00\u4e2a\u5217\u5411\u91cf\u6765\u8868\u793a\u5b83\u76f8\u5bf9\u4e8e": 89, "\u7684\u68af\u5ea6": [89, 129], "\u8fd9\u5b9e\u9645\u4e0a\u53ea\u662f\u4e00\u4e2a\u4e00\u5217\u7684": 89, "\u66f4\u5177\u4f53\u5730\u8bf4": [89, 245], "\u60f3\u8c61\u7b2c\u4e00\u4e2a\u51fd\u6570\u662f\u4f60\u7684": 89, "\u6a21\u578b": [89, 93, 121, 140, 214, 231, 234, 235, 241, 252], "\u53ef\u80fd\u6709\u8bb8\u591a\u8f93\u5165\u548c\u8bb8\u591a\u8f93\u51fa": 89, "\u7b2c\u4e8c\u4e2a\u51fd\u6570\u662f\u4e00\u4e2a\u635f\u5931\u51fd\u6570": 89, "\u4ee5\u6a21\u578b\u7684\u8f93\u51fa\u4f5c\u4e3a\u8f93\u5165": 89, "\u635f\u5931\u503c\u4f5c\u4e3a\u6807\u91cf\u8f93\u51fa": 89, "\u5982\u679c\u6211\u4eec\u5c06\u7b2c\u4e00\u4e2a\u51fd\u6570\u7684": 89, "\u4e0e\u7b2c\u4e8c\u4e2a\u51fd\u6570\u7684\u68af\u5ea6\u76f8\u4e58": 89, "\u5e76\u5e94\u7528\u94fe\u5f0f\u6cd5\u5219": 89, "\u6211\u4eec\u5f97\u5230": 89, "\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528\u7b49\u4ef7\u7684\u64cd\u4f5c": 89, "\u5e76\u5f97\u5230\u4e00\u4e2a\u884c\u5411\u91cf": 89, "\u6240\u5f97\u5230\u7684\u5217\u5411\u91cf\u5c31\u662f": 89, "\u7b2c\u4e8c\u4e2a\u51fd\u6570\u76f8\u5bf9\u4e8e\u7b2c\u4e00\u4e2a\u51fd\u6570\u7684\u8f93\u5165\u7684\u68af\u5ea6": 89, "\u6216\u8005\u5728\u6211\u4eec\u7684": 89, "\u6a21\u578b\u548c\u635f\u5931\u51fd\u6570\u7684\u60c5\u51b5\u4e0b": 89, "\u5c31\u662f\u635f\u5931\u76f8\u5bf9\u4e8e\u6a21\u578b\u8f93\u5165\u7684\u68af\u5ea6": 89, "\u662f\u4e00\u4e2a\u7528\u4e8e\u8ba1\u7b97\u8fd9\u4e9b\u4e58\u79ef\u7684\u5f15\u64ce": 89, "\u8fd9\u5c31\u662f\u6211\u4eec\u5728": 89, "\u53cd\u5411\u4f20\u64ad\u8fc7\u7a0b\u4e2d\u5982\u4f55\u7d2f\u79ef\u5b66\u4e60\u6743\u91cd\u7684\u68af\u5ea6": 89, "\u8c03\u7528\u4e5f\u53ef\u4ee5": 89, "\u63a5\u53d7\u4e00\u4e2a\u53ef\u9009\u7684\u5411\u91cf\u8f93\u5165": 89, "\u8be5\u5411\u91cf\u8868\u793a": 89, "\u5f20\u91cf\u4e0a\u7684\u4e00\u7ec4\u68af\u5ea6": 89, "\u8fd9\u4e9b\u68af\u5ea6\u5c06\u4e58\u4ee5\u524d\u9762\u7684": 89, "\u8ddf\u8e2a\u5f20\u91cf\u7684": 89, "\u8ba9\u6211\u4eec\u7528\u4e00\u4e2a\u5c0f\u5411\u91cf\u5c1d\u8bd5\u4e00\u4e2a\u5177\u4f53\u7684\u4f8b\u5b50": 89, "\u5982\u679c\u6211\u4eec\u5c1d\u8bd5\u73b0\u5728\u8c03\u7528": 89, "\u6211\u4eec\u4f1a\u5f97\u5230\u4e00\u4e2a\u8fd0\u884c\u65f6\u9519\u8bef\u548c\u4e00\u6761": 89, "\u6d88\u606f": 89, "\u8bf4\u660e\u53ea\u80fd": 89, "\u9690\u5f0f\u5730": 89, "\u4e3a\u6807\u91cf\u8f93\u51fa\u8ba1\u7b97\u68af\u5ea6": 89, "\u5bf9\u4e8e\u591a\u7ef4\u8f93\u51fa": 89, "\u671f\u671b\u6211\u4eec": 89, "\u63d0\u4f9b\u8fd9\u4e09\u4e2a\u8f93\u51fa\u7684\u68af\u5ea6": 89, "\u5b83\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u68af\u5ea6\u4e58\u4ee5jacobian\u77e9\u9635": 89, "\u4ee3\u66ff\u68af\u5ea6": 89, "\u8f93\u51fa\u68af\u5ea6\u90fd\u4e0e2\u7684\u5e42\u6709\u5173": 89, "\u8fd9\u6b63\u662f\u6211\u4eec\u4ece\u91cd\u590d\u7684\u53cc\u500d\u64cd\u4f5c\u4e2d\u6240\u671f\u671b\u7684": 89, "\u53ef\u4ee5\u76f4\u63a5\u8bbf\u95ee\u91cd\u8981\u7684\u5dee\u5206\u77e9\u9635\u548c\u5411\u91cf\u8fd0\u7b97": 89, "\u7279\u522b\u662f": 89, "\u5b83\u5141\u8bb8\u4f60\u8ba1\u7b97\u7279\u5b9a\u51fd\u6570\u5728\u7279\u5b9a\u8f93\u5165\u4e0b\u7684jacobian\u77e9\u9635\u548c": 89, "hessian\u77e9\u9635": 89, "\u7c7b\u4f3c\u4e8ejacobian\u77e9\u9635": 89, "\u4f46\u8868\u793a\u6240\u6709\u504f\u5bfc\u6570\u7684": 89, "\u7b2c\u4e8c\u9636": 89, "\u5bfc\u6570": 89, "\u5b83\u8fd8\u63d0\u4f9b\u4e86\u4e0e\u8fd9\u4e9b\u77e9\u9635": 89, "\u8fdb\u884c\u5411\u91cf\u4e58\u79ef\u7684\u65b9\u6cd5": 89, "\u8ba9\u6211\u4eec\u8ba1\u7b97\u4e00\u4e2a\u7b80\u5355\u51fd\u6570\u7684jacobian\u77e9\u9635": 89, "\u5bf9\u4e8e\u4e24\u4e2a\u5355\u5143\u7d20\u8f93\u5165\u8fdb\u884c\u8bc4\u4f30": 89, "exp_add": 89, "\u5982\u679c\u4f60\u4ed4\u7ec6\u89c2\u5bdf": 89, "\u7b2c\u4e00\u4e2a\u8f93\u51fa\u5e94\u8be5\u7b49\u4e8e": 89, "\u56e0\u4e3a": [89, 104, 215, 217, 231, 247], "\u5bfc\u6570\u662f": 89, "\u7b2c\u4e8c\u4e2a\u503c\u5e94\u8be5\u662f3": 89, "\u4f60\u5f53\u7136\u4e5f\u53ef\u4ee5\u5bf9\u66f4\u9ad8\u9636\u7684\u5f20\u91cf\u8fd9\u6837\u505a": 89, "hessian": [89, 121, 206], "\u65b9\u6cd5\u7684\u5de5\u4f5c\u65b9\u5f0f\u5b8c\u5168\u76f8\u540c": 89, "\u5047\u8bbe\u4f60\u7684": 89, "\u51fd\u6570\u662f\u4e24\u6b21\u53ef\u5fae\u7684": 89, "\u4f46\u8fd4\u56de\u6240\u6709\u4e8c\u9636\u5bfc\u6570\u7684\u77e9\u9635": 89, "\u5982\u679c\u4f60\u63d0\u4f9b\u4e86\u5411\u91cf": 89, "\u8fd8\u6709\u4e00\u4e2a\u76f4\u63a5\u8ba1\u7b97\u5411\u91cf": 89, "\u96c5\u53ef\u6bd4\u4e58\u79ef\u7684\u51fd\u6570": 89, "do_some_doubl": 89, "my_gradi": 89, "vjp": [89, 146, 151, 206], "jvp": [89, 142, 146, 151], "\u65b9\u6cd5\u6267\u884c\u4e0e": 89, "\u76f8\u540c\u7684\u77e9\u9635\u4e58\u6cd5": 89, "\u4f46\u64cd\u4f5c\u6570\u987a\u5e8f\u76f8\u53cd": 89, "vhp": [89, 121], "hvp": [89, 121], "\u65b9\u6cd5\u5bf9\u4e8e\u5411\u91cf": 89, "\u6d77\u68ee\u77e9\u9635\u4e58\u79ef\u4e5f\u662f\u5982\u6b64": 89, "\u6709\u5173\u66f4\u591a\u4fe1\u606f": [89, 94, 95, 248, 251], "\u529f\u80fd": [89, 256], "\u4e2d\u7684\u6027\u80fd\u8bf4\u660e": 89, "autogradyt_tutori": [89, 91], "\u4e0b\u8f7d\u7b14\u8bb0\u672c\u548c\u76f8\u5e94\u6587\u4ef6": 90, "\u62c9\u4e01\u8bed\u4e2d\u7684": 90, "\u7406\u89e3": 90, "\u662f\u4e00\u4e2a\u5f00\u6e90\u7684": 90, "\u53ef\u6269\u5c55\u7684\u6a21\u578b\u53ef\u89e3\u91ca\u6027\u5e93": 90, "\u5efa\u7acb\u5728pytorch\u4e4b\u4e0a": 90, "\u968f\u7740\u6a21\u578b\u590d\u6742\u6027\u7684\u589e\u52a0\u548c\u7531\u6b64\u5e26\u6765\u7684\u900f\u660e\u5ea6\u7684\u7f3a\u4e4f": 90, "\u6a21\u578b\u53ef\u89e3\u91ca\u6027\u65b9\u6cd5\u53d8\u5f97\u8d8a\u6765\u8d8a\u91cd\u8981": 90, "\u6a21\u578b\u7406\u89e3\u662f\u4e00\u4e2a\u6d3b\u8dc3\u7684\u7814\u7a76\u9886\u57df": 90, "\u4e5f\u662f\u8de8\u884c\u4e1a\u4f7f\u7528\u673a\u5668\u5b66\u4e60\u7684\u5b9e\u9645\u5e94\u7528\u7684\u4e00\u4e2a\u5173\u6ce8\u9886\u57df": 90, "captum\u63d0\u4f9b\u4e86\u6700\u5148\u8fdb\u7684\u7b97\u6cd5": 90, "\u5305\u62ec\u96c6\u6210\u68af\u5ea6": 90, "\u4e3a\u7814\u7a76\u4eba\u5458\u548c\u5f00\u53d1\u4eba\u5458\u63d0\u4f9b\u4e86\u4e00\u79cd\u7b80\u5355\u7684\u65b9\u5f0f\u6765\u7406\u89e3\u54ea\u4e9b\u7279\u5f81\u5bf9\u6a21\u578b\u7684\u8f93\u51fa\u505a\u51fa\u4e86\u8d21\u732e": 90, "\u5b8c\u6574\u7684\u6587\u6863": 90, "api\u53c2\u8003\u548c\u4e00\u5957\u5173\u4e8e\u7279\u5b9a\u4e3b\u9898\u7684\u6559\u7a0b\u53ef\u5728": 90, "\u7f51\u7ad9\u4e0a\u627e\u5230": 90, "captum\u5bf9\u6a21\u578b\u53ef\u89e3\u91ca\u6027\u7684\u65b9\u6cd5\u662f\u57fa\u4e8e": 90, "\u5f52\u56e0": 90, "captum\u4e2d\u6709\u4e09\u79cd\u7c7b\u578b\u7684\u5f52\u56e0": 90, "\u7279\u5f81\u5f52\u56e0": 90, "\u8bd5\u56fe\u89e3\u91ca\u7279\u5b9a\u8f93\u51fa\u662f\u7531\u751f\u6210\u5b83\u7684\u8f93\u5165\u7684\u54ea\u4e9b\u7279\u5f81\u4ea7\u751f\u7684": 90, "\u7528\u67d0\u4e9b\u8bcd\u6765\u89e3\u91ca\u4e00\u7bc7\u7535\u5f71\u8bc4\u8bba\u662f\u6b63\u9762\u8fd8\u662f\u8d1f\u9762\u7684": 90, "\u5c31\u662f\u7279\u5f81\u5f52\u56e0\u7684\u4e00\u4e2a\u4f8b\u5b50": 90, "\u5c42\u5f52\u56e0": 90, "\u68c0\u67e5\u6a21\u578b\u7684\u9690\u85cf\u5c42\u5728\u7279\u5b9a\u8f93\u5165\u4e0b\u7684\u6d3b\u52a8": 90, "\u68c0\u67e5\u5377\u79ef\u5c42\u5bf9\u8f93\u5165\u56fe\u50cf\u7684\u7a7a\u95f4\u6620\u5c04\u8f93\u51fa\u5c31\u662f\u5c42\u5f52\u56e0\u7684\u4e00\u4e2a\u4f8b\u5b50": 90, "\u795e\u7ecf\u5143\u5f52\u56e0": 90, "\u7c7b\u4f3c\u4e8e\u5c42\u5f52\u56e0": 90, "\u4f46\u5173\u6ce8\u5355\u4e2a\u795e\u7ecf\u5143\u7684\u6d3b\u52a8": 90, "\u5728\u8fd9\u4e2a\u4ea4\u4e92\u5f0f\u7b14\u8bb0\u672c\u4e2d": 90, "\u6211\u4eec\u5c06\u770b\u770b\u7279\u5f81\u5f52\u56e0\u548c\u5c42\u5f52\u56e0": 90, "\u6bcf\u79cd\u5f52\u56e0\u7c7b\u578b\u90fd\u6709\u591a\u79cd": 90, "\u5f52\u56e0\u7b97\u6cd5": 90, "\u4e0e\u4e4b\u76f8\u5173\u8054": 90, "\u8bb8\u591a\u5f52\u56e0\u7b97\u6cd5\u53ef\u5206\u4e3a\u4e24\u5927\u7c7b": 90, "\u57fa\u4e8e\u68af\u5ea6\u7684\u7b97\u6cd5": 90, "\u8ba1\u7b97\u6a21\u578b\u8f93\u51fa": 90, "\u5c42\u8f93\u51fa\u6216\u795e\u7ecf\u5143\u6fc0\u6d3b\u76f8\u5bf9\u4e8e\u8f93\u5165\u7684\u53cd\u5411\u68af\u5ea6": 90, "\u96c6\u6210\u68af\u5ea6": 90, "\u7528\u4e8e\u7279\u5f81": 90, "\u5c42\u68af\u5ea6": 90, "\u6fc0\u6d3b": [90, 227], "\u795e\u7ecf\u5143\u4f20\u5bfc": 90, "\u90fd\u662f\u57fa\u4e8e\u68af\u5ea6\u7684\u7b97\u6cd5": 90, "\u57fa\u4e8e\u6270\u52a8\u7684\u7b97\u6cd5": 90, "\u68c0\u67e5\u6a21\u578b": 90, "\u5c42\u6216\u795e\u7ecf\u5143\u7684\u8f93\u51fa\u5728\u8f93\u5165\u53d1\u751f\u53d8\u5316\u65f6\u7684\u53d8\u5316\u60c5\u51b5": 90, "\u8f93\u5165\u6270\u52a8\u53ef\u80fd\u662f\u6709\u9488\u5bf9\u6027\u7684\u6216\u968f\u673a\u7684": 90, "\u906e\u6321": 90, "\u7279\u5f81\u6d88\u878d": 90, "\u7279\u5f81\u7f6e\u6362": 90, "\u90fd\u662f\u57fa\u4e8e\u6270\u52a8\u7684\u7b97\u6cd5": 90, "\u6211\u4eec\u5c06\u5728\u4e0b\u9762\u68c0\u67e5\u8fd9\u4e24\u79cd\u7c7b\u578b\u7684\u7b97\u6cd5": 90, "\u7279\u522b\u662f\u5bf9\u4e8e\u5927\u578b\u6a21\u578b": 90, "\u4ee5\u4e0e\u88ab\u68c0\u67e5\u7684\u8f93\u5165\u7279\u5f81\u76f4\u63a5\u76f8\u5173\u7684\u65b9\u5f0f\u53ef\u89c6\u5316\u5f52\u56e0\u6570\u636e\u662f\u5f88\u6709\u4ef7\u503c\u7684": 90, "\u867d\u7136\u5f53\u7136\u53ef\u4ee5\u4f7f\u7528matplotlib": 90, "plotly\u6216\u7c7b\u4f3c\u5de5\u5177\u521b\u5efa\u81ea\u5df1\u7684\u53ef\u89c6\u5316": 90, "\u4f46captum\u63d0\u4f9b\u4e86\u4e13\u95e8\u7528\u4e8e\u5176\u5f52\u56e0\u7684\u589e\u5f3a\u5de5\u5177": 90, "attr": [90, 148, 156, 208, 230], "\u4e0b\u9762\u5bfc\u5165\u4e3a": 90, "\u63d0\u4f9b\u4e86\u6709\u52a9\u4e8e\u53ef\u89c6\u5316\u4e0e\u56fe\u50cf\u76f8\u5173\u7684\u5f52\u56e0\u7684\u51fd\u6570": 90, "\u662f\u5efa\u7acb\u5728captum\u4e4b\u4e0a\u7684\u4e00\u4e2a\u6613\u4e8e\u4f7f\u7528\u7684\u53ef\u89e3\u91ca\u6027\u53ef\u89c6\u5316\u5c0f\u90e8\u4ef6": 90, "\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5e26\u6709\u73b0\u6210\u53ef\u89c6\u5316\u5de5\u5177\u7684\u5c0f\u90e8\u4ef6": 90, "\u7528\u4e8e\u56fe\u50cf": 90, "\u6587\u672c\u548c\u4efb\u610f\u6a21\u578b\u7c7b\u578b": 90, "\u8fd9\u4e24\u79cd\u53ef\u89c6\u5316\u5de5\u5177\u96c6\u90fd\u5c06\u5728\u672c\u7b14\u8bb0\u672c\u4e2d\u8fdb\u884c\u6f14\u793a": 90, "\u524d\u51e0\u4e2a\u793a\u4f8b\u5c06\u96c6\u4e2d\u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u7528\u4f8b\u4e0a": 90, "\u4f46\u6700\u540e\u7684captum": 90, "insights\u90e8\u5206\u5c06\u6f14\u793a\u89c6\u89c9\u95ee\u7b54\u6a21\u578b\u4e2d\u7684\u5f52\u56e0\u53ef\u89c6\u5316": 90, "\u5728\u5f00\u59cb\u4e4b\u524d": [90, 232, 234, 237, 242, 243, 244, 249, 250, 251, 253], "\u4f60\u9700\u8981\u6709\u4e00\u4e2apython\u73af\u5883": 90, "6\u6216\u66f4\u9ad8\u7248\u672c": 90, "\u5bf9\u4e8ecaptum": 90, "insights\u793a\u4f8b": 90, "\u9700\u8981flask": 90, "1\u6216\u66f4\u9ad8\u7248\u672c\u548cflask": 90, "\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c": 90, "2\u6216\u66f4\u9ad8\u7248\u672c": 90, "4\u7248\u672c": 90, "\u56e0\u4e3acaptum\u76ee\u524d\u4f7f\u7528\u4e86\u4e00\u4e2a\u5728\u66f4\u9ad8\u7248\u672c\u4e2d\u53c2\u6570\u5df2\u88ab\u91cd\u547d\u540d\u7684matplotlib\u51fd\u6570": 90, "\u8981\u5728anaconda\u6216pip\u865a\u62df\u73af\u5883\u4e2d\u5b89\u88c5captum": 90, "\u8bf7\u4f7f\u7528\u4e0b\u9762\u9002\u7528\u4e8e\u60a8\u73af\u5883\u7684\u547d\u4ee4": 90, "flask": [90, 113, 121, 140, 252], "\u5728\u60a8\u8bbe\u7f6e\u7684\u73af\u5883\u4e2d\u91cd\u65b0\u542f\u52a8\u6b64\u7b14\u8bb0\u672c": 90, "\u60a8\u5c31\u53ef\u4ee5\u5f00\u59cb\u4e86": 90, "\u8ba9\u6211\u4eec\u770b\u4e00\u4e2a\u7b80\u5355\u7684\u89c6\u89c9\u793a\u4f8b": 90, "\u6211\u4eec\u5c06\u4ece\u4e00\u4e2a\u5728imagenet\u6570\u636e\u96c6\u4e0a\u9884\u8bad\u7ec3\u7684resnet\u6a21\u578b\u5f00\u59cb": 90, "\u6211\u4eec\u5c06\u83b7\u53d6\u4e00\u4e2a\u6d4b\u8bd5\u8f93\u5165": 90, "\u5e76\u4f7f\u7528\u4e0d\u540c\u7684": 90, "\u7b97\u6cd5\u6765\u68c0\u67e5\u8f93\u5165\u56fe\u50cf\u5982\u4f55\u5f71\u54cd\u8f93\u51fa": 90, "\u5e76\u67e5\u770b\u4e00\u4e9b\u6d4b\u8bd5\u56fe\u50cf\u7684\u8f93\u5165\u5f52\u56e0\u6620\u5c04\u7684\u6709\u7528\u53ef\u89c6\u5316": 90, "\u5bfc\u5165\u4e00\u4e9b\u5305": 90, "integratedgradi": 90, "occlus": [90, 230], "layergradcam": 90, "layerattribut": 90, "linearsegmentedcolormap": 90, "\u73b0\u5728\u6211\u4eec\u5c06\u4f7f\u7528torchvision\u6a21\u578b\u5e93\u4e0b\u8f7d\u4e00\u4e2a\u9884\u8bad\u7ec3\u7684resnet": 90, "\u7531\u4e8e\u6211\u4eec\u4e0d\u8fdb\u884c\u8bad\u7ec3": 90, "\u6211\u4eec\u5c06\u6682\u65f6\u5c06\u5176\u7f6e\u4e8e\u8bc4\u4f30\u6a21\u5f0f": 90, "\u4f60\u4ece\u4e2d\u83b7\u53d6\u8fd9\u4e2a\u4ea4\u4e92\u5f0f\u7b14\u8bb0\u672c\u7684\u5730\u65b9\u5e94\u8be5\u4e5f\u6709\u4e00\u4e2a": 90, "\u6587\u4ef6\u5939": 90, "\u5176\u4e2d\u5305\u542b\u4e00\u4e2a": 90, "test_img": 90, "test_img_data": 90, "\u6211\u4eec\u7684resnet\u6a21\u578b\u662f\u5728imagenet\u6570\u636e\u96c6\u4e0a\u8bad\u7ec3\u7684": 90, "\u5b83\u671f\u671b\u56fe\u50cf\u5177\u6709\u4e00\u5b9a\u7684\u5927\u5c0f": 90, "\u5e76\u4e14\u901a\u9053\u6570\u636e\u88ab\u5f52\u4e00\u5316\u5230\u7279\u5b9a\u7684\u503c\u8303\u56f4": 90, "\u6211\u4eec\u8fd8\u5c06\u83b7\u53d6\u6a21\u578b\u8bc6\u522b\u7684\u7c7b\u522b\u7684\u4eba\u7c7b\u53ef\u8bfb\u6807\u7b7e\u5217\u8868": 90, "\u5b83\u5e94\u8be5\u4e5f\u5728": 90, "\u6587\u4ef6\u5939\u4e2d": 90, "\u6a21\u578b\u671f\u671b224x224": 90, "3\u8272\u5f69\u56fe\u50cf": 90, "\u6807\u51c6imagenet\u5f52\u4e00\u5316": 90, "transform_norm": 90, "transformed_img": 90, "\u6a21\u578b\u9700\u8981\u4e00\u4e2a\u865a\u62df\u7684\u6279\u6b21\u7ef4\u5ea6": 90, "labels_path": 90, "imagenet_class_index": [90, 140], "json_data": 90, "idx_to_label": 90, "\u6211\u4eec\u53ef\u4ee5\u95ee": 90, "\u8fd9\u4e2a\u6a21\u578b\u8ba4\u4e3a\u8fd9\u5f20\u56fe\u50cf\u4ee3\u8868\u4ec0\u4e48": 90, "prediction_scor": 90, "pred_label_idx": 90, "squeeze_": [90, 95], "predicted_label": [90, 115], "\u9884\u6d4b": 90, "\u6211\u4eec\u5df2\u7ecf\u786e\u8ba4resnet\u8ba4\u4e3a\u6211\u4eec\u7684\u732b\u7684\u56fe\u50cf\u786e\u5b9e\u662f\u4e00\u53ea\u732b": 90, "\u4f46\u662f": [90, 93, 95, 208, 215, 220, 232, 235, 238, 256], "\u4e3a\u4ec0\u4e48": 90, "\u6a21\u578b\u8ba4\u4e3a\u8fd9\u662f\u4e00\u5f20\u732b\u7684\u56fe\u50cf\u5462": 90, "\u8981\u56de\u7b54\u8fd9\u4e2a\u95ee\u9898": 90, "\u6211\u4eec\u5c31\u8981\u6c42\u52a9\u4e8ecaptum": 90, "\u8bd5\u56fe\u7528\u751f\u6210\u7279\u5b9a\u8f93\u51fa\u7684\u8f93\u5165\u7684\u7279\u5f81\u6765\u89e3\u91ca\u8be5\u8f93\u51fa": 90, "\u5b83\u4f7f\u7528\u7279\u5b9a\u7684\u8f93\u5165": 90, "\u5728\u8fd9\u91cc\u662f\u6211\u4eec\u7684\u6d4b\u8bd5\u56fe\u50cf": 90, "\u6765\u751f\u6210\u4e00\u4e2a\u8f93\u5165\u7279\u5f81\u5bf9\u7279\u5b9a\u8f93\u51fa\u7279\u5f81\u7684\u76f8\u5bf9\u91cd\u8981\u6027\u7684\u6620\u5c04": 90, "\u662fcaptum\u4e2d\u53ef\u7528\u7684\u7279\u5f81\u5f52\u56e0\u7b97\u6cd5\u4e4b\u4e00": 90, "\u96c6\u6210\u68af\u5ea6\u901a\u8fc7\u8fd1\u4f3c\u6a21\u578b\u8f93\u51fa\u76f8\u5bf9\u4e8e\u8f93\u5165\u7684\u68af\u5ea6\u7684\u79ef\u5206": 90, "\u4e3a\u6bcf\u4e2a\u8f93\u5165\u7279\u5f81\u5206\u914d\u4e00\u4e2a\u91cd\u8981\u6027\u5206\u6570": 90, "\u5728\u6211\u4eec\u7684\u4f8b\u5b50\u4e2d": [90, 95], "\u6211\u4eec\u5c06\u4f7f\u7528\u8f93\u51fa\u5411\u91cf\u7684\u4e00\u4e2a\u7279\u5b9a\u5143\u7d20": 90, "\u4e5f\u5c31\u662f\u8868\u793a\u6a21\u578b\u5bf9\u6240\u9009\u7c7b\u522b\u7684\u7f6e\u4fe1\u5ea6\u7684\u90a3\u4e2a\u5143\u7d20": 90, "\u5e76\u4f7f\u7528\u96c6\u6210\u68af\u5ea6\u6765\u7406\u89e3\u54ea\u4e9b\u8f93\u5165\u56fe\u50cf\u90e8\u5206\u5bf9\u8fd9\u4e2a\u8f93\u51fa\u505a\u51fa\u4e86\u8d21\u732e": 90, "\u4e00\u65e6\u6211\u4eec\u4ece\u96c6\u6210\u68af\u5ea6\u83b7\u5f97\u4e86\u91cd\u8981\u6027\u6620\u5c04": 90, "\u6211\u4eec\u5c06\u4f7f\u7528captum\u4e2d\u7684\u53ef\u89c6\u5316\u5de5\u5177\u6765\u63d0\u4f9b\u4e0e\u88ab\u68c0\u67e5\u7684\u8f93\u5165\u7279\u5f81\u76f4\u63a5\u76f8\u5173\u7684\u91cd\u8981\u6027\u6620\u5c04\u7684\u6709\u7528\u8868\u793a": 90, "captum\u7684": 90, "visualize_image_attr": 90, "\u51fd\u6570\u63d0\u4f9b\u4e86\u5404\u79cd\u81ea\u5b9a\u4e49\u663e\u793a\u5f52\u56e0\u6570\u636e\u7684\u9009\u9879": 90, "\u6211\u4eec\u4f20\u5165\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684matplotlib\u989c\u8272\u6620\u5c04": 90, "\u8fd0\u884c\u5e26\u6709": 90, "integrated_gradi": 90, "\u8c03\u7528\u7684\u5355\u5143\u683c\u901a\u5e38\u9700\u8981\u4e00\u4e24\u5206\u949f": 90, "\u7528\u6a21\u578b\u521d\u59cb\u5316\u5f52\u56e0\u7b97\u6cd5": 90, "\u8981\u6c42\u7b97\u6cd5\u5c06\u6211\u4eec\u7684\u8f93\u51fa\u76ee\u6807\u5f52\u56e0\u4e8e": 90, "attributions_ig": 90, "n_step": [90, 160, 162, 164], "\u663e\u793a\u539f\u59cb\u56fe\u50cf\u4ee5\u4f9b\u6bd4\u8f83": 90, "original_imag": [90, 230], "default_cmap": 90, "from_list": 90, "ffffff": 90, "0000ff": 90, "heat_map": [90, 230], "show_colorbar": [90, 230], "sign": [90, 154, 205], "\u5728\u4e0a\u9762\u7684\u56fe\u50cf\u4e2d": 90, "\u4f60\u5e94\u8be5\u53ef\u4ee5\u770b\u5230\u96c6\u6210\u68af\u5ea6\u5728\u56fe\u50cf\u4e2d\u732b\u7684\u4f4d\u7f6e\u7ed9\u51fa\u4e86\u6700\u5f3a\u7684\u4fe1\u53f7": 90, "\u57fa\u4e8e\u68af\u5ea6\u7684\u5f52\u56e0\u65b9\u6cd5\u6709\u52a9\u4e8e\u901a\u8fc7\u76f4\u63a5\u8ba1\u7b97\u8f93\u51fa\u76f8\u5bf9\u4e8e\u8f93\u5165\u7684\u53d8\u5316\u6765\u7406\u89e3\u6a21\u578b": 90, "\u57fa\u4e8e\u6270\u52a8\u7684\u5f52\u56e0": 90, "\u65b9\u6cd5\u5219\u66f4\u76f4\u63a5\u5730\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898": 90, "\u901a\u8fc7\u5bf9\u8f93\u5165\u8fdb\u884c\u53d8\u5316\u6765\u6d4b\u91cf\u5bf9\u8f93\u51fa\u7684\u5f71\u54cd": 90, "\u5c31\u662f\u8fd9\u6837\u4e00\u79cd\u65b9\u6cd5": 90, "\u5b83\u6d89\u53ca\u66ff\u6362\u8f93\u5165\u56fe\u50cf\u7684\u90e8\u5206\u533a\u57df": 90, "\u5e76\u68c0\u67e5\u5bf9\u8f93\u51fa\u4fe1\u53f7\u7684\u5f71\u54cd": 90, "\u4e0b\u9762": [90, 92, 94, 95, 96], "\u6211\u4eec\u8bbe\u7f6e\u906e\u6321\u5f52\u56e0": 90, "\u4e0e\u914d\u7f6e\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u7c7b\u4f3c": 90, "\u4f60\u53ef\u4ee5\u6307\u5b9a\u76ee\u6807\u533a\u57df\u7684\u5927\u5c0f": 90, "\u4ee5\u53ca\u786e\u5b9a\u5355\u4e2a\u6d4b\u91cf\u95f4\u8ddd\u7684\u6b65\u957f\u957f\u5ea6": 90, "visualize_image_attr_multipl": [90, 230], "\u6765\u53ef\u89c6\u5316\u6211\u4eec\u7684\u906e\u6321\u5f52\u56e0\u8f93\u51fa": 90, "\u663e\u793a\u6bcf\u4e2a\u533a\u57df\u7684\u6b63\u9762\u548c\u8d1f\u9762\u5f52\u56e0\u7684\u70ed\u56fe": 90, "\u5e76\u7528\u6b63\u9762\u5f52\u56e0\u533a\u57df\u63a9\u7801\u539f\u59cb\u56fe\u50cf": 90, "\u63a9\u7801\u53ef\u4ee5\u7ed9\u51fa\u4e00\u4e2a\u975e\u5e38\u6709\u542f\u53d1\u6027\u7684\u89c6\u56fe": 90, "\u663e\u793a\u6a21\u578b\u53d1\u73b0\u54ea\u4e9b\u533a\u57df\u6700": 90, "\u50cf\u732b": 90, "attributions_occ": 90, "sliding_window_shap": [90, 230], "masked_imag": 90, "fig_siz": 90, "18": [90, 107, 108, 109, 118, 127, 145, 158, 159, 164, 174, 175, 185, 194, 229, 232, 268], "\u540c\u6837": [90, 95, 104, 215], "\u6211\u4eec\u770b\u5230\u56fe\u50cf\u4e2d\u5305\u542b\u732b\u7684\u533a\u57df\u88ab\u8d4b\u4e88\u4e86\u66f4\u5927\u7684\u91cd\u8981\u6027": 90, "\u5141\u8bb8\u4f60\u5c06\u6a21\u578b\u4e2d\u9690\u85cf\u5c42\u7684\u6d3b\u52a8\u5f52\u56e0\u4e8e\u8f93\u5165\u7684\u7279\u5f81": 90, "\u5c42\u5f52\u56e0\u7b97\u6cd5\u6765\u68c0\u67e5\u6a21\u578b\u4e2d\u4e00\u4e2a\u5377\u79ef\u5c42\u7684\u6d3b\u52a8": 90, "gradcam\u8ba1\u7b97\u76ee\u6807\u8f93\u51fa\u76f8\u5bf9\u4e8e\u7ed9\u5b9a\u5c42\u7684\u68af\u5ea6": 90, "\u5bf9\u6bcf\u4e2a\u8f93\u51fa\u901a\u9053": 90, "\u8f93\u51fa\u7684\u7b2c2\u7ef4": 90, "\u8fdb\u884c\u5e73\u5747": 90, "\u5e76\u5c06\u6bcf\u4e2a\u901a\u9053\u7684\u5e73\u5747\u68af\u5ea6\u4e58\u4ee5\u5c42\u6fc0\u6d3b": 90, "\u7ed3\u679c\u5728\u6240\u6709\u901a\u9053\u4e0a\u6c42\u548c": 90, "gradcam\u4e13\u4e3a\u5377\u79ef\u7f51\u7edc": 90, "\u8bbe\u8ba1": 90, "\u7531\u4e8e\u5377\u79ef\u5c42\u7684\u6d3b\u52a8\u901a\u5e38\u5728\u7a7a\u95f4\u4e0a\u6620\u5c04\u5230\u8f93\u5165": 90, "\u56e0\u6b64gradcam\u5f52\u56e0\u901a\u5e38\u4f1a\u88ab\u4e0a\u91c7\u6837": 90, "\u5e76\u7528\u4e8e\u63a9\u76d6\u8f93\u5165": 90, "\u5c42\u5f52\u56e0\u7684\u8bbe\u7f6e\u7c7b\u4f3c\u4e8e\u8f93\u5165\u5f52\u56e0": 90, "\u9664\u4e86\u9664\u4e86\u6a21\u578b\u4e4b\u5916": 90, "\u4f60\u8fd8\u5fc5\u987b\u6307\u5b9a\u6a21\u578b\u4e2d\u4f60\u5e0c\u671b\u68c0\u67e5\u7684": 90, "\u9690\u85cf\u5c42": 90, "\u4e0e\u4e0a\u9762\u4e00\u6837": 90, "\u5f53\u6211\u4eec\u8c03\u7528": 90, "\u6211\u4eec\u6307\u5b9a\u611f\u5174\u8da3\u7684\u76ee\u6807\u7c7b": 90, "layer_gradcam": 90, "layer3": [90, 150, 158, 161], "attributions_lgc": 90, "base_class": 90, "\u57fa\u7c7b\u4e2d\u7684\u4fbf\u5229\u65b9\u6cd5": 90, "interpol": [90, 119, 264], "\u6765\u4e0a\u91c7\u6837\u8fd9\u4e9b\u5f52\u56e0\u6570\u636e": 90, "\u4ee5\u4fbf\u4e0e\u8f93\u5165\u56fe\u50cf\u8fdb\u884c\u6bd4\u8f83": 90, "upsamp_attr_lgc": 90, "blended_heat_map": 90, "\u8fd9\u6837\u7684\u53ef\u89c6\u5316\u53ef\u4ee5\u8ba9\u4f60\u6df1\u5165\u4e86\u89e3\u9690\u85cf\u5c42\u5982\u4f55\u54cd\u5e94\u4f60\u7684\u8f93\u5165": 90, "insights\u662f\u4e00\u4e2a\u5efa\u7acb\u5728captum\u4e4b\u4e0a\u7684\u53ef\u89e3\u91ca\u6027\u53ef\u89c6\u5316\u5c0f\u90e8\u4ef6": 90, "\u65e8\u5728\u4fc3\u8fdb\u6a21\u578b\u7406\u89e3": 90, "insights\u53ef\u7528\u4e8e\u56fe\u50cf": 90, "\u6587\u672c\u548c\u5176\u4ed6\u7279\u5f81": 90, "\u5e2e\u52a9\u7528\u6237\u7406\u89e3\u7279\u5f81\u5f52\u56e0": 90, "\u5b83\u5141\u8bb8\u4f60\u53ef\u89c6\u5316": 90, "\u591a\u4e2a\u8f93\u5165": 90, "\u8f93\u51fa\u5bf9\u7684\u5f52\u56e0": 90, "\u5e76\u63d0\u4f9b\u7528\u4e8e\u56fe\u50cf": 90, "\u6587\u672c\u548c\u4efb\u610f\u6570\u636e\u7684\u53ef\u89c6\u5316\u5de5\u5177": 90, "\u5728\u672c\u7b14\u8bb0\u672c\u7684\u8fd9\u4e00\u90e8\u5206": 90, "\u6211\u4eec\u5c06\u4f7f\u7528captum": 90, "insights\u53ef\u89c6\u5316\u591a\u4e2a\u56fe\u50cf\u5206\u7c7b\u63a8\u7406": 90, "\u8ba9\u6211\u4eec\u6536\u96c6\u4e00\u4e9b\u56fe\u50cf": 90, "\u770b\u770b\u6a21\u578b\u5bf9\u5b83\u4eec\u7684\u770b\u6cd5": 90, "\u4e3a\u4e86\u589e\u52a0\u591a\u6837\u6027": 90, "\u6211\u4eec\u5c06\u4f7f\u7528\u732b": 90, "\u8336\u58f6\u548c\u4e09\u53f6\u866b\u5316\u77f3": 90, "teapot": 90, "trilobit": 90, "\u770b\u8d77\u6765\u6211\u4eec\u7684\u6a21\u578b\u90fd\u6b63\u786e\u8bc6\u522b\u4e86\u5b83\u4eec": 90, "\u6211\u4eec\u5f53\u7136\u5e0c\u671b\u6df1\u5165\u6316\u6398": 90, "insights\u5c0f\u90e8\u4ef6": 90, "\u6211\u4eec\u7528\u4e0b\u9762\u5bfc\u5165\u7684": 90, "attributionvisu": 90, "\u5bf9\u8c61\u5bf9\u5176\u8fdb\u884c\u914d\u7f6e": 90, "\u671f\u671b\u6279\u91cf\u6570\u636e": 90, "\u6240\u4ee5\u6211\u4eec\u5c06\u5f15\u5165captum\u7684": 90, "\u8f85\u52a9\u7c7b": 90, "\u6211\u4eec\u5c06\u67e5\u770b\u56fe\u50cf": 90, "\u56e0\u6b64\u6211\u4eec\u8fd8\u5c06\u5bfc\u5165": 90, "imagefeatur": 90, "\u6211\u4eec\u4f7f\u7528\u4ee5\u4e0b\u53c2\u6570\u914d\u7f6e": 90, "\u8981\u68c0\u67e5\u7684\u6a21\u578b\u6570\u7ec4": 90, "\u53ea\u6709\u4e00\u4e2a": 90, "\u4e00\u4e2a\u8bc4\u5206\u51fd\u6570": 90, "\u5141\u8bb8captum": 90, "insights\u4ece\u6a21\u578b\u4e2d\u63d0\u53d6\u524dk\u4e2a\u9884\u6d4b": 90, "\u6211\u4eec\u6a21\u578b\u8bad\u7ec3\u7684\u7c7b\u522b\u7684\u6709\u5e8f": 90, "\u4eba\u7c7b\u53ef\u8bfb\u5217\u8868": 90, "\u8981\u67e5\u627e\u7684\u7279\u5f81\u5217\u8868": 90, "\u662f\u4e00\u4e2a": [90, 245, 253], "\u4e00\u4e2a\u6570\u636e\u96c6": 90, "\u5b83\u662f\u4e00\u4e2a\u53ef\u8fed\u4ee3\u5bf9\u8c61": 90, "\u8fd4\u56de\u8f93\u5165\u548c\u6807\u7b7e\u7684\u6279\u6b21": 90, "\u5c31\u50cf\u4f60\u7528\u4e8e\u8bad\u7ec3\u4e00\u6837": 90, "attr_vi": 90, "\u57fa\u7ebf\u662f\u5168\u96f6\u8f93\u5165": 90, "\u8fd9\u53ef\u80fd\u4f1a\u56e0\u4f60\u7684\u6570\u636e\u800c\u6709\u6240\u4e0d\u540c": 90, "baseline_func": 90, "\u5408\u5e76\u4e0a\u9762\u7684\u56fe\u50cf\u53d8\u6362": 90, "full_img_transform": 90, "score_func": 90, "\u7167\u7247": 90, "baseline_transform": 90, "input_transform": [90, 214], "282": 90, "849": [90, 220, 232], "\u8fd0\u884c\u4e0a\u9762\u7684\u5355\u5143\u683c\u5e76\u6ca1\u6709\u82b1\u8d39\u592a\u591a\u65f6\u95f4": 90, "\u4e0d\u50cf\u6211\u4eec\u4e4b\u524d\u7684\u5f52\u56e0\u90a3\u6837": 90, "insights\u5141\u8bb8\u4f60\u5728\u53ef\u89c6\u5316\u5c0f\u90e8\u4ef6\u4e2d\u914d\u7f6e\u4e0d\u540c\u7684\u5f52\u56e0\u7b97\u6cd5": 90, "\u4e4b\u540e\u5b83\u5c06\u8ba1\u7b97\u5e76\u663e\u793a": 90, "\u90a3\u4e2a": 90, "\u8fc7\u7a0b\u5c06\u9700\u8981\u51e0\u5206\u949f\u65f6\u95f4": 90, "\u8fd0\u884c\u4e0b\u9762\u7684\u5355\u5143\u683c\u5c06\u6e32\u67d3captum": 90, "\u7136\u540e\u4f60\u53ef\u4ee5\u9009\u62e9\u5f52\u56e0\u65b9\u6cd5\u53ca\u5176\u53c2\u6570": 90, "\u6839\u636e\u9884\u6d4b\u7684\u7c7b\u6216\u9884\u6d4b\u7684\u6b63\u786e\u6027\u8fc7\u6ee4\u6a21\u578b\u54cd\u5e94": 90, "\u67e5\u770b\u6a21\u578b\u7684\u9884\u6d4b\u53ca\u76f8\u5173\u6982\u7387": 90, "\u67e5\u770b\u5f52\u56e0\u4e0e": 90, "\u539f\u59cb\u56fe\u50cf\u7684\u70ed\u529b\u56fe": 90, "captumyt": 90, "introyt": 91, "rst": [91, 262, 264], "introyt1_tutori": [91, 92], "tensors_deeper_tutori": [91, 95], "modelsyt_tutori": [91, 93], "tensorboardyt_tutori": [91, 94], "trainingyt_tutori": 91, "captumyt_tutori": 91, "sphx_glr_beginner_introyt_modelsyt_tutori": 91, "sphx_glr_beginner_introyt_autogradyt_tutori": 91, "sphx_glr_beginner_introyt_trainingyt": 91, "sphx_glr_beginner_introyt_tensorboardyt_tutori": 91, "sphx_glr_beginner_introyt_captumyt": 91, "sphx_glr_beginner_introyt_tensors_deeper_tutori": 91, "sphx_glr_beginner_introyt_introyt1_tutori": 91, "\u4ece\u89c6\u9891\u7684": 92, "\u5f00\u59cb": [92, 93, 238, 248, 256], "\u6211\u4eec\u5c06\u5bfc\u5165": 92, "\u8ba9\u6211\u4eec\u770b\u4e00\u4e9b\u57fa\u672c\u7684\u5f20\u91cf\u64cd\u4f5c": 92, "\u521b\u5efa\u5f20\u91cf\u7684\u51e0\u79cd\u65b9\u5f0f": 92, "\u4e0a\u9762": [92, 93, 94], "\u6211\u4eec\u521b\u5efa\u4e86\u4e00\u4e2a": 92, "5x3": 92, "\u7684\u96f6\u77e9\u9635": 92, "\u5e76\u67e5\u8be2\u5176\u6570\u636e\u7c7b\u578b": 92, "\u53d1\u73b0\u96f6\u662f": 92, "\u4f4d\u6d6e\u70b9\u6570": 92, "\u8fd9\u662f": [92, 93, 95, 231, 258], "\u7684\u9ed8\u8ba4\u8bbe\u7f6e": [92, 232], "\u5982\u679c\u4f60\u60f3\u8981\u6574\u6570\u5462": 92, "\u53ef\u4ee5\u8986\u76d6\u9ed8\u8ba4\u8bbe\u7f6e": 92, "int16": [92, 95, 198, 235], "\u4f60\u53ef\u4ee5\u770b\u5230": [92, 93, 95], "\u5f53\u6211\u4eec\u6539\u53d8\u9ed8\u8ba4\u8bbe\u7f6e\u65f6": 92, "\u5728\u6253\u5370\u5f20\u91cf\u65f6\u4f1a\u6709\u6240\u63d0\u793a": 92, "\u901a\u5e38\u60c5\u51b5\u4e0b": 92, "\u4f1a\u4f7f\u7528\u7279\u5b9a\u7684\u79cd\u5b50\u521d\u59cb\u5316\u5b66\u4e60\u6743\u91cd": 92, "\u4ee5\u786e\u4fdd\u7ed3\u679c\u7684\u53ef\u91cd\u590d\u6027": 92, "1729": [92, 95], "r1": 92, "r2": 92, "\u65b0\u7684\u503c": 92, "r3": 92, "nshould": 92, "\u7531\u4e8e\u91cd\u65b0\u8bbe\u7f6e\u79cd\u5b50": 92, "\u6240\u4ee5\u4e0e": 92, "\u7684\u503c\u76f8\u540c": 92, "\u5f20\u91cf\u6267\u884c\u7b97\u672f\u8fd0\u7b97\u5f88\u76f4\u89c2": 92, "\u5f62\u72b6\u76f8\u4f3c\u7684\u5f20\u91cf\u53ef\u4ee5\u76f8\u52a0": 92, "\u76f8\u4e58\u7b49": 92, "\u4e0e\u6807\u91cf\u7684\u8fd0\u7b97\u4f1a\u5728\u6574\u4e2a\u5f20\u91cf\u4e0a\u5206\u5e03\u5f0f\u8fdb\u884c": 92, "\u6bcf\u4e2a\u5143\u7d20\u90fd\u4e58\u4ee5": 92, "\u5f62\u72b6\u76f8\u4f3c": 92, "\u56e0\u6b64\u5141\u8bb8\u76f8\u52a0": 92, "\u5f20\u91cf\u6309\u5143\u7d20\u76f8\u52a0": 92, "\u8fd9\u4e0e\u8f93\u5165\u5f20\u91cf\u5177\u6709\u76f8\u540c\u7684\u7ef4\u5ea6": 92, "\u53d6\u6d88\u6ce8\u91ca\u8fd9\u4e00\u884c\u4f1a\u5bfc\u81f4\u8fd0\u884c\u65f6\u9519\u8bef": 92, "\u8fd9\u91cc\u662f\u4e00\u4e9b\u53ef\u7528\u7684\u6570\u5b66\u8fd0\u7b97\u793a\u4f8b": 92, "\u503c\u5728": 92, "\u4e4b\u95f4": [92, 232], "\u652f\u6301\u5e38\u89c1\u7684\u6570\u5b66\u8fd0\u7b97": 92, "nabsolut": 92, "\u4ee5\u53ca\u4e09\u89d2\u51fd\u6570": 92, "ninvers": 92, "asin": [92, 95], "\u548c\u7ebf\u6027\u4ee3\u6570\u8fd0\u7b97": 92, "\u5982\u884c\u5217\u5f0f\u548c\u5947\u5f02\u503c\u5206\u89e3": 92, "ndetermin": 92, "det": [92, 102, 154], "nsingular": 92, "decomposit": [92, 145], "svd": [92, 95], "\u4ee5\u53ca\u7edf\u8ba1\u548c\u805a\u5408\u8fd0\u7b97": 92, "naverag": 92, "std_mean": 92, "nmaximum": 92, "\u5173\u4e8e": 92, "\u5f20\u91cf\u7684\u5f3a\u5927\u529f\u80fd\u8fd8\u6709\u5f88\u591a\u9700\u8981\u4e86\u89e3": 92, "\u5305\u62ec\u5982\u4f55\u4e3a": 92, "\u4e0a\u7684\u5e76\u884c\u8ba1\u7b97\u8bbe\u7f6e\u5b83\u4eec": 92, "\u6211\u4eec\u5c06\u5728\u53e6\u4e00\u4e2a\u89c6\u9891\u4e2d\u6df1\u5165\u63a2\u8ba8": 92, "\u8ba9\u6211\u4eec\u8ba8\u8bba\u4e00\u4e0b\u5982\u4f55\u5728": 92, "\u4e2d\u8868\u793a\u6a21\u578b": 92, "\u6a21\u578b\u7684\u7236\u5bf9\u8c61": 92, "\u7528\u4e8e\u6fc0\u6d3b\u51fd\u6570": 92, "\u56fe": 92, "\u4e0a\u56fe\u662f": 92, "\u7684\u793a\u610f\u56fe": 92, "\u5b83\u662f\u6700\u65e9\u7684\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u4e4b\u4e00": 92, "\u4e5f\u662f\u6df1\u5ea6\u5b66\u4e60\u7206\u53d1\u5f0f\u53d1\u5c55\u7684\u9a71\u52a8\u529b\u4e4b\u4e00": 92, "\u5b83\u88ab\u6784\u5efa\u7528\u4e8e\u8bfb\u53d6\u624b\u5199\u6570\u5b57\u7684\u5c0f\u56fe\u50cf": 92, "\u5e76\u6b63\u786e\u5206\u7c7b\u56fe\u50cf\u4e2d\u8868\u793a\u7684\u6570\u5b57": 92, "\u5b83\u5de5\u4f5c\u539f\u7406\u7684\u7b80\u8ff0\u4e3a": 92, "\u662f\u4e00\u4e2a\u5377\u79ef\u5c42": 92, "\u5b83\u5728\u8f93\u5165\u56fe\u50cf\u4e2d\u626b\u63cf\u5b83\u5728\u8bad\u7ec3\u671f\u95f4\u5b66\u4e60\u5230\u7684\u7279\u5f81": 92, "\u5b83\u8f93\u51fa\u4e00\u4e2a\u7279\u5f81\u6fc0\u6d3b\u56fe": 92, "\u63cf\u8ff0\u5b83\u5728\u56fe\u50cf\u4e2d\u770b\u5230\u6bcf\u4e2a\u5b66\u4e60\u5230\u7684\u7279\u5f81\u7684\u4f4d\u7f6e": 92, "\u6fc0\u6d3b\u56fe": 92, "\u5728\u5c42": 92, "\u4e2d\u88ab\u4e0b\u91c7\u6837": 92, "\u662f\u53e6\u4e00\u4e2a\u5377\u79ef\u5c42": 92, "\u8fd9\u6b21\u626b\u63cf": 92, "\u7684\u6fc0\u6d3b\u56fe\u4ee5\u67e5\u627e\u7279\u5f81\u7ec4\u5408": 92, "\u5b83\u4e5f\u8f93\u51fa\u4e00\u4e2a\u6fc0\u6d3b\u56fe": 92, "\u63cf\u8ff0\u8fd9\u4e9b\u7279\u5f81\u7ec4\u5408\u7684\u7a7a\u95f4\u4f4d\u7f6e": 92, "\u8be5\u6fc0\u6d3b\u56fe\u5728\u5c42": 92, "\u6700\u540e\u7684\u5168\u8fde\u63a5\u5c42": 92, "\u662f\u4e00\u4e2a\u5206\u7c7b\u5668": 92, "\u5b83\u5c06\u6700\u7ec8\u7684\u6fc0\u6d3b\u56fe\u5206\u7c7b\u4e3a": 92, "\u4e2a": [92, 231, 253], "\u4e2d\u7684\u4e00\u4e2a": 92, "\u8868\u793a": 92, "\u4e2a\u6570\u5b57": 92, "\u6211\u4eec\u5982\u4f55\u5728\u4ee3\u7801\u4e2d\u8868\u793a\u8fd9\u4e2a\u7b80\u5355\u7684\u795e\u7ecf\u7f51\u7edc\u5462": 92, "\u4e2a\u8f93\u5165\u56fe\u50cf\u901a\u9053": 92, "\u9ed1\u767d": [92, 93], "\u4e2a\u8f93\u51fa\u901a\u9053": [92, 93], "\u7684\u6b63\u65b9\u5f62\u5377\u79ef\u6838": 92, "\u4e00\u4e2a\u4eff\u5c04\u64cd\u4f5c": [92, 93], "\u7a97\u53e3\u4e0a\u8fdb\u884c\u6700\u5927\u6c60\u5316": [92, 93], "\u5982\u679c\u5c3a\u5bf8\u662f\u6b63\u65b9\u5f62": [92, 93], "\u4f60\u53ea\u9700\u6307\u5b9a\u4e00\u4e2a\u6570\u5b57": [92, 93], "num_flat_featur": [92, 93], "\u9664\u6279\u6b21\u7ef4\u5ea6\u5916\u7684\u6240\u6709\u7ef4\u5ea6": [92, 93], "num_featur": [92, 93, 130], "\u67e5\u770b\u8fd9\u6bb5\u4ee3\u7801": 92, "\u4f60\u5e94\u8be5\u80fd\u591f\u53d1\u73b0\u4e00\u4e9b\u4e0e\u4e0a\u56fe\u7ed3\u6784\u76f8\u4f3c\u7684\u5730\u65b9": 92, "\u8fd9\u6f14\u793a\u4e86\u5178\u578b": 92, "\u6a21\u578b\u7684\u7ed3\u6784": 92, "\u5b83\u7ee7\u627f\u81ea": 92, "\u6a21\u5757\u53ef\u4ee5\u5d4c\u5957": 92, "\u5373\u4f7f": 92, "\u5c42\u7c7b\u4e5f\u7ee7\u627f\u81ea": 92, "\u4e00\u4e2a\u6a21\u578b\u5c06\u6709\u4e00\u4e2a": 92, "\u5728\u8fd9\u91cc\u5b83\u5b9e\u4f8b\u5316\u5176\u5c42": 92, "\u5e76\u52a0\u8f7d\u4efb\u4f55\u5b83\u53ef\u80fd\u9700\u8981\u7684\u6570\u636e\u7ec4\u4ef6": 92, "\u6a21\u578b\u53ef\u80fd\u52a0\u8f7d\u8bcd\u6c47\u8868": 92, "\u8fd9\u662f\u5b9e\u9645\u8ba1\u7b97\u53d1\u751f\u7684\u5730\u65b9": 92, "\u8f93\u5165\u901a\u8fc7\u7f51\u7edc\u5c42\u548c\u5404\u79cd\u51fd\u6570\u751f\u6210\u8f93\u51fa": 92, "\u9664\u6b64\u4e4b\u5916": 92, "\u4f60\u53ef\u4ee5\u50cf\u6784\u5efa\u4efb\u4f55\u5176\u4ed6": 92, "\u7c7b\u4e00\u6837\u6784\u5efa\u4f60\u7684\u6a21\u578b\u7c7b": 92, "\u6dfb\u52a0\u4efb\u4f55\u4f60\u9700\u8981\u652f\u6301\u6a21\u578b\u8ba1\u7b97\u7684\u5c5e\u6027\u548c\u65b9\u6cd5": 92, "\u8ba9\u6211\u4eec\u5b9e\u4f8b\u5316\u8fd9\u4e2a\u5bf9\u8c61\u5e76\u8fd0\u884c\u4e00\u4e2a\u793a\u4f8b\u8f93\u5165": 92, "\u5bf9\u8c61\u6253\u5370\u4e86\u4ec0\u4e48\u4fe1\u606f": 92, "\u7684\u9ed1\u767d\u56fe\u50cf": [92, 93, 104], "nimag": 92, "\u4e0d\u76f4\u63a5\u8c03\u7528": 92, "nraw": 92, "\u5982\u4e0a\u4ee3\u7801\u5b58\u5728\u4e00\u4e9b\u8981\u70b9": 92, "\u6211\u4eec\u5b9e\u4f8b\u5316": 92, "\u7c7b": [92, 93, 104, 217, 247], "\u5e76\u6253\u5370": 92, "\u7684\u5b50\u7c7b\u5c06\u62a5\u544a\u5b83\u521b\u5efa\u7684\u5c42\u53ca\u5176\u5f62\u72b6\u548c\u53c2\u6570": 92, "\u8fd9\u53ef\u4ee5\u63d0\u4f9b\u4e00\u4e2a\u6a21\u578b\u7684\u6982\u89c8": 92, "\u5982\u679c\u4f60\u60f3\u4e86\u89e3\u5b83\u7684\u5904\u7406\u8fc7\u7a0b": 92, "\u5728\u4e0b\u9762": [92, 95], "\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u865a\u62df\u8f93\u5165": 92, "\u8868\u793a\u4e00\u4e2a": 92, "\u7684\u5355\u901a\u9053\u56fe\u50cf": 92, "\u4f60\u4f1a\u52a0\u8f7d\u4e00\u4e2a\u56fe\u50cf\u5207\u7247\u5e76\u5c06\u5176\u8f6c\u6362\u4e3a\u8fd9\u79cd\u5f62\u72b6\u7684\u5f20\u91cf": 92, "\u4f60\u53ef\u80fd\u5df2\u7ecf\u6ce8\u610f\u5230\u6211\u4eec\u7684\u5f20\u91cf\u6709\u4e00\u4e2a\u989d\u5916\u7684\u7ef4\u5ea6": 92, "\u6279\u6b21\u7ef4\u5ea6": 92, "\u6a21\u578b\u5047\u8bbe\u5b83\u4eec\u6b63\u5728\u5904\u7406\u6570\u636e": 92, "\u6279\u6b21": [92, 95, 96], "\u5305\u542b": [92, 104], "\u4e2a\u56fe\u50cf\u5207\u7247\u7684\u6279\u6b21\u5c06\u5177\u6709\u5f62\u72b6": 92, "\u7531\u4e8e\u6211\u4eec\u53ea\u4f7f\u7528\u4e00\u4e2a\u56fe\u50cf": 92, "\u6211\u4eec\u521b\u5efa\u4e86\u4e00\u4e2a\u5f62\u72b6\u4e3a": 92, "\u7684\u6279\u6b21": 92, "\u6211\u4eec\u901a\u8fc7\u50cf\u51fd\u6570\u4e00\u6837\u8c03\u7528\u5b83\u6765\u8981\u6c42\u6a21\u578b\u8fdb\u884c\u63a8\u7406": 92, "\u8fd9\u4e2a\u8c03\u7528\u7684\u8f93\u51fa\u8868\u793a\u6a21\u578b\u5bf9\u8f93\u5165\u8868\u793a\u7279\u5b9a\u6570\u5b57\u7684\u7f6e\u4fe1\u5ea6": 92, "\u7531\u4e8e\u8fd9\u4e2a\u6a21\u578b\u5b9e\u4f8b\u8fd8\u6ca1\u6709\u5b66\u4e60\u4efb\u4f55\u4e1c\u897f": 92, "\u6211\u4eec\u4e0d\u5e94\u8be5\u671f\u671b\u5728\u8f93\u51fa\u4e2d\u770b\u5230\u4efb\u4f55\u4fe1\u53f7": 92, "\u67e5\u770b": [92, 237, 257], "\u7684\u5f62\u72b6": 92, "\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u5b83\u4e5f\u6709\u4e00\u4e2a\u6279\u6b21\u7ef4\u5ea6": 92, "\u5176\u5927\u5c0f\u5e94\u8be5\u59cb\u7ec8\u4e0e\u8f93\u5165\u6279\u6b21\u7ef4\u5ea6\u76f8\u5339\u914d": 92, "\u5982\u679c\u6211\u4eec\u4f20\u5165\u4e86\u4e00\u4e2a\u5305\u542b": 92, "\u4e2a\u5b9e\u4f8b\u7684\u8f93\u5165\u6279\u6b21": 92, "\u5c06\u5177\u6709": 92, "\u6211\u4eec\u5c06\u6f14\u793a\u5982\u4f55\u4f7f\u7528": 92, "\u4e2d\u7684\u4e00\u4e2a\u53ef\u4e0b\u8f7d\u7684\u5f00\u653e\u8bbf\u95ee\u6570\u636e\u96c6": 92, "\u5982\u4f55\u8f6c\u6362\u56fe\u50cf\u4ee5\u4f9b\u4f60\u7684\u6a21\u578b\u4f7f\u7528": 92, "\u4ee5\u53ca\u5982\u4f55\u4f7f\u7528": [92, 252], "\u5c06\u6570\u636e\u6279\u6b21\u63d0\u4f9b\u7ed9\u4f60\u7684\u6a21\u578b": 92, "\u6211\u4eec\u9700\u8981\u505a\u7684\u7b2c\u4e00\u4ef6\u4e8b\u662f\u5c06\u4f20\u5165\u7684\u56fe\u50cf\u8f6c\u6362\u4e3a": 92, "4914": 92, "4822": 92, "4465": 92, "2470": 92, "2435": 92, "2616": 92, "\u6211\u4eec\u4e3a\u8f93\u5165\u6307\u5b9a\u4e86\u4e24\u79cd\u8f6c\u6362": 92, "\u52a0\u8f7d\u7684\u56fe\u50cf\u8f6c\u6362\u4e3a": 92, "\u8c03\u6574\u5f20\u91cf\u7684\u503c": 92, "\u4f7f\u5176\u5e73\u5747\u503c\u4e3a\u96f6": 92, "\u6807\u51c6\u5dee\u4e3a": 92, "\u5927\u591a\u6570\u6fc0\u6d3b\u51fd\u6570\u5728": 92, "\u9644\u8fd1\u5177\u6709\u6700\u5f3a\u68af\u5ea6": [92, 93], "\u56e0\u6b64\u5c06\u6211\u4eec\u7684\u6570\u636e\u5c45\u4e2d\u53ef\u4ee5\u52a0\u5feb\u5b66\u4e60\u901f\u5ea6": 92, "\u4f20\u9012\u7ed9\u8f6c\u6362\u7684\u503c\u662f\u6570\u636e\u96c6\u4e2d\u56fe\u50cf\u7684": 92, "\u503c\u7684\u5747\u503c": 92, "\u7b2c\u4e00\u4e2a\u5143\u7ec4": 92, "\u548c\u6807\u51c6\u5dee": 92, "\u7b2c\u4e8c\u4e2a\u5143\u7ec4": 92, "\u4f60\u53ef\u4ee5\u901a\u8fc7\u8fd0\u884c\u4ee5\u4e0b\u51e0\u884c\u4ee3\u7801\u81ea\u5df1\u8ba1\u7b97\u8fd9\u4e9b\u503c": 92, "concatdataset": 92, "\u5c06\u6240\u6709\u8bad\u7ec3\u56fe\u50cf\u5806\u53e0\u6210\u5f62\u72b6\u4e3a": 92, "50000": 92, "\u83b7\u53d6\u6bcf\u4e2a\u901a\u9053\u7684\u5747\u503c": 92, "\u8fd8\u6709\u8bb8\u591a\u5176\u4ed6\u53ef\u7528\u7684\u8f6c\u6362": 92, "\u5305\u62ec\u88c1\u526a": 92, "\u5c45\u4e2d": 92, "\u65cb\u8f6c\u548c\u53cd\u5c04": 92, "\u6211\u4eec\u5c06\u521b\u5efa": 92, "\u6570\u636e\u96c6\u7684\u4e00\u4e2a\u5b9e\u4f8b": 92, "\u8fd9\u662f\u4e00\u7ec4": 92, "\u7684\u5f69\u8272\u56fe\u50cf\u5207\u7247": 92, "\u4ee3\u8868": [92, 95], "\u7c7b\u7269\u4f53": 92, "\u79cd\u52a8\u7269": 92, "\u9e1f": 92, "\u732b": 92, "\u9e7f": 92, "\u72d7": 92, "\u9752\u86d9": 92, "\u9a6c": 92, "\u79cd\u8f66\u8f86": 92, "\u98de\u673a": 92, "\u6c7d\u8f66": 92, "\u8239": 92, "\u5361\u8f66": 92, "\u5f53\u4f60\u8fd0\u884c\u4e0a\u9762\u7684\u5355\u5143\u683c\u65f6": 92, "\u5b83\u53ef\u80fd\u9700\u8981\u4e00\u4e9b\u65f6\u95f4\u6765\u4e0b\u8f7d\u6570\u636e\u96c6": 92, "\u8fd9\u662f\u5728": 92, "\u4e2d\u521b\u5efa\u6570\u636e\u96c6\u5bf9\u8c61\u7684\u4e00\u4e2a\u793a\u4f8b": 92, "\u53ef\u4e0b\u8f7d\u7684\u6570\u636e\u96c6": 92, "\u5982\u4e0a\u9762\u7684": 92, "\u7c7b\u5305\u62ec": 92, "\u4e2d\u7684\u53ef\u4e0b\u8f7d\u6570\u636e\u96c6": 92, "\u4ee5\u53ca\u8bf8\u5982": 92, "\u4e4b\u7c7b\u7684\u5b9e\u7528\u7a0b\u5e8f\u6570\u636e\u96c6\u7c7b": 92, "\u5b83\u5c06\u8bfb\u53d6\u4e00\u4e2a\u6807\u8bb0\u8fc7\u7684\u56fe\u50cf\u6587\u4ef6\u5939": 92, "\u4f60\u4e5f\u53ef\u4ee5\u521b\u5efa": 92, "\u7684\u81ea\u5df1\u7684\u5b50\u7c7b": 92, "\u5f53\u6211\u4eec\u5b9e\u4f8b\u5316\u6211\u4eec\u7684\u6570\u636e\u96c6\u65f6": 92, "\u6211\u4eec\u9700\u8981\u544a\u8bc9\u5b83\u4e00\u4e9b\u4e8b\u60c5": 92, "\u6211\u4eec\u5e0c\u671b\u6570\u636e\u5b58\u653e\u7684\u6587\u4ef6\u7cfb\u7edf\u8def\u5f84": 92, "\u6211\u4eec\u662f\u5426\u4f7f\u7528\u8fd9\u4e2a\u96c6\u5408\u8fdb\u884c\u8bad\u7ec3": 92, "\u5927\u591a\u6570\u6570\u636e\u96c6\u5c06\u88ab\u5206\u4e3a\u8bad\u7ec3\u548c\u6d4b\u8bd5\u5b50\u96c6": 92, "\u5982\u679c\u6211\u4eec\u8fd8\u6ca1\u6709\u4e0b\u8f7d\u6570\u636e\u96c6": 92, "\u6211\u4eec\u662f\u5426\u5e0c\u671b\u4e0b\u8f7d\u5b83": 92, "\u6211\u4eec\u60f3\u5bf9\u6570\u636e\u5e94\u7528\u54ea\u4e9b\u8f6c\u6362": 92, "\u4e00\u65e6\u4f60\u7684\u6570\u636e\u96c6\u51c6\u5907\u5c31\u7eea": 92, "\u4f60\u5c31\u53ef\u4ee5\u5c06\u5b83\u4ea4\u7ed9": 92, "\u7684\u5b50\u7c7b\u5305\u88c5\u4e86\u5bf9\u6570\u636e\u7684\u8bbf\u95ee": 92, "\u5e76\u4e13\u95e8\u9488\u5bf9\u5b83\u6b63\u5728\u670d\u52a1\u7684\u6570\u636e\u7c7b\u578b": 92, "\u5bf9\u5b83\u6b63\u5728\u670d\u52a1\u7684\u6570\u636e\u4e00\u65e0\u6240\u77e5": 92, "\u4f46\u4f1a\u6839\u636e\u4f60\u6307\u5b9a\u7684\u53c2\u6570\u5c06": 92, "\u63d0\u4f9b\u7684\u8f93\u5165\u5f20\u91cf\u7ec4\u7ec7\u6210\u6279\u6b21": 92, "\u5728\u4e0a\u9762\u7684\u793a\u4f8b\u4e2d": [92, 111, 222, 239], "\u6211\u4eec\u8981\u6c42\u4e00\u4e2a": 92, "\u4e2d\u7ed9\u6211\u4eec\u6279\u6b21\u5927\u5c0f\u4e3a": 92, "\u968f\u673a\u6253\u4e71\u5b83\u4eec\u7684\u987a\u5e8f": 92, "\u5e76\u544a\u8bc9\u5b83\u542f\u52a8\u4e24\u4e2a\u5de5\u4f5c\u8fdb\u7a0b\u4ece\u78c1\u76d8\u52a0\u8f7d\u6570\u636e": 92, "\u53ef\u89c6\u5316\u4f60\u7684": 92, "\u63d0\u4f9b\u7684\u6279\u6b21\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u505a\u6cd5": 92, "\u83b7\u53d6\u4e00\u4e9b\u968f\u673a\u8bad\u7ec3\u56fe\u50cf": 92, "\u663e\u793a\u56fe\u50cf": 92, "\u6253\u5370\u6807\u7b7e": 92, "\u8fd0\u884c\u4e0a\u9762\u7684\u5355\u5143\u683c\u5e94\u8be5\u4f1a\u663e\u793a\u4f60\u4e00\u6761\u56db\u5f20\u56fe\u50cf\u7684\u6761\u5e26": 92, "\u4ee5\u53ca\u6bcf\u5f20\u56fe\u50cf\u7684\u6b63\u786e\u6807\u7b7e": 92, "\u8ba9\u6211\u4eec\u628a\u6240\u6709\u7684\u90e8\u5206\u653e\u5728\u4e00\u8d77": 92, "\u8bad\u7ec3\u4e00\u4e2a\u6a21\u578b": 92, "\u6211\u4eec\u9700\u8981\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u636e\u96c6": 92, "\u5982\u679c\u4f60\u8fd8\u6ca1\u6709": 92, "\u8fd0\u884c\u4e0b\u9762\u7684\u5355\u5143\u683c\u6765\u786e\u4fdd\u6570\u636e\u96c6\u5df2\u4e0b\u8f7d": 92, "\u53ef\u80fd\u9700\u8981\u4e00\u5206\u949f": 92, "\u8fd0\u884c\u5bf9": 92, "\u8f93\u51fa\u7684\u68c0\u67e5": 92, "\u8fd9\u662f\u6211\u4eec\u5c06\u8981\u8bad\u7ec3\u7684\u6a21\u578b": 92, "\u5982\u679c\u5b83\u770b\u8d77\u6765\u5f88\u719f\u6089": 92, "\u90a3\u662f\u56e0\u4e3a\u5b83\u662f": 92, "\u7684\u4e00\u4e2a\u53d8\u4f53": 92, "\u5728\u672c\u89c6\u9891\u524d\u9762\u8ba8\u8bba\u8fc7": 92, "\u9002\u7528\u4e8e": 92, "\u8272\u56fe\u50cf": 92, "\u6211\u4eec\u6700\u540e\u9700\u8981\u7684\u662f\u4e00\u4e2a\u635f\u5931\u51fd\u6570\u548c\u4e00\u4e2a\u4f18\u5316\u5668": 92, "\u5982\u672c\u89c6\u9891\u524d\u9762\u6240\u8ba8\u8bba\u7684": 92, "\u662f\u8861\u91cf\u6a21\u578b\u9884\u6d4b\u4e0e\u7406\u60f3\u8f93\u51fa\u4e4b\u95f4\u5dee\u8ddd\u7684\u6307\u6807": 92, "\u4ea4\u53c9\u71b5\u635f\u5931\u662f\u50cf\u6211\u4eec\u8fd9\u6837\u7684\u5206\u7c7b\u6a21\u578b\u7684\u5178\u578b\u635f\u5931\u51fd\u6570": 92, "\u662f\u9a71\u52a8\u5b66\u4e60\u7684\u5173\u952e": 92, "\u6211\u4eec\u521b\u5efa\u4e86\u4e00\u4e2a\u5b9e\u73b0": 92, "\u968f\u673a\u68af\u5ea6\u4e0b\u964d": 92, "\u7684\u4f18\u5316\u5668": 92, "\u8fd9\u662f\u6700\u76f4\u63a5\u7684\u4f18\u5316\u7b97\u6cd5\u4e4b\u4e00": 92, "\u9664\u4e86\u7b97\u6cd5\u7684\u53c2\u6570": 92, "\u5982\u5b66\u4e60\u7387": 92, "\u548c\u52a8\u91cf": 92, "\u4e4b\u5916": [92, 93, 230], "\u6211\u4eec\u8fd8\u4f20\u5165\u4e86": 92, "\u5b83\u662f\u6a21\u578b\u4e2d\u6240\u6709\u5b66\u4e60\u6743\u91cd\u7684\u96c6\u5408": 92, "\u8fd9\u662f\u4f18\u5316\u5668\u8981\u8c03\u6574\u7684\u5bf9\u8c61": 92, "\u6240\u6709\u8fd9\u4e9b\u90fd\u88ab\u7ec4\u88c5\u5230\u8bad\u7ec3\u5faa\u73af\u4e2d": 92, "\u7ee7\u7eed\u8fd0\u884c\u8fd9\u4e2a\u5355\u5143\u683c": 92, "\u5b83\u53ef\u80fd\u9700\u8981\u51e0\u5206\u949f\u624d\u80fd\u6267\u884c": 92, "\u5728\u6570\u636e\u96c6\u4e0a\u5faa\u73af\u591a\u6b21": [92, 94], "\u83b7\u53d6\u8f93\u5165": [92, 251], "\u5c06\u53c2\u6570\u68af\u5ea6\u5f52\u96f6": 92, "\u53cd\u5411": [92, 251], "\u6253\u5370\u7edf\u8ba1\u4fe1\u606f": [92, 251], "\u6bcf": 92, "\u4e2a\u5c0f\u6279\u6b21\u6253\u5370\u4e00\u6b21": 92, "\u6211\u4eec\u53ea\u8fdb\u884c\u4e86": 92, "\u4e2a\u8bad\u7ec3\u8f6e\u6b21": 92, "\u7b2c": 92, "\u884c": 92, "\u4e5f\u5c31\u662f\u5728\u8bad\u7ec3\u6570\u636e\u96c6\u4e0a\u8fdb\u884c\u4e86\u4e24\u6b21\u5b8c\u6574\u904d\u5386": 92, "\u6bcf\u6b21\u904d\u5386\u90fd\u6709\u4e00\u4e2a\u5185\u90e8\u5faa\u73af": 92, "\u904d\u5386\u8bad\u7ec3\u6570\u636e": 92, "\u63d0\u4f9b\u7ecf\u8fc7\u8f6c\u6362\u7684\u8f93\u5165\u56fe\u50cf\u6279\u6b21\u53ca\u5176\u6b63\u786e\u6807\u7b7e": 92, "\u5c06\u68af\u5ea6\u5f52\u96f6": [92, 96, 248], "\u662f\u4e00\u4e2a\u91cd\u8981\u6b65\u9aa4": 92, "\u68af\u5ea6\u4f1a\u5728\u4e00\u4e2a\u6279\u6b21\u4e0a\u7d2f\u79ef": 92, "\u5982\u679c\u6211\u4eec\u4e0d\u4e3a\u6bcf\u4e2a\u6279\u6b21\u91cd\u7f6e\u5b83\u4eec": 92, "\u5b83\u4eec\u5c06\u7ee7\u7eed\u7d2f\u79ef": 92, "\u4ece\u800c\u63d0\u4f9b\u9519\u8bef\u7684\u68af\u5ea6\u503c": 92, "\u4f7f\u5b66\u4e60\u53d8\u5f97\u4e0d\u53ef\u80fd": 92, "\u5728\u7b2c": 92, "\u6211\u4eec": 92, "\u8981\u6c42\u6a21\u578b\u5bf9\u8fd9\u4e2a\u6279\u6b21\u8fdb\u884c\u9884\u6d4b": 92, "\u5728\u4e0b\u4e00\u884c": 92, "\u6211\u4eec\u8ba1\u7b97\u635f\u5931": 92, "\u6a21\u578b\u9884\u6d4b": 92, "\u6b63\u786e\u8f93\u51fa": 92, "\u4e4b\u95f4\u7684\u5dee\u5f02": 92, "\u6211\u4eec\u8fdb\u884c": 92, "\u4f20\u64ad": 92, "\u8ba1\u7b97\u5c06\u6307\u5bfc\u5b66\u4e60\u7684\u68af\u5ea6": 92, "\u4f18\u5316\u5668\u6267\u884c\u4e00\u6b65\u5b66\u4e60": 92, "\u5b83\u4f7f\u7528": 92, "\u8c03\u7528\u5f97\u5230\u7684\u68af\u5ea6\u6765\u8c03\u6574\u5b66\u4e60\u6743\u91cd": 92, "\u4ee5\u51cf\u5c0f\u635f\u5931": 92, "\u5faa\u73af\u7684\u5176\u4f59\u90e8\u5206\u5bf9\u8f6e\u6b21\u53f7": 92, "\u5df2\u5b8c\u6210\u7684\u8bad\u7ec3\u5b9e\u4f8b\u6570\u4ee5\u53ca\u8bad\u7ec3\u5faa\u73af\u4e2d\u6536\u96c6\u7684\u635f\u5931\u8fdb\u884c\u4e86\u4e00\u4e9b\u8f7b\u91cf\u7ea7\u62a5\u544a": 92, "\u4f60\u5e94\u8be5\u4f1a\u770b\u5230\u7c7b\u4f3c\u8fd9\u6837\u7684\u8f93\u51fa": 92, "235": [92, 109], "940": 92, "6000": 92, "8000": [92, 247], "573": 92, "507": 92, "12000": 92, "442": 92, "378": 92, "364": 92, "319": [92, 239], "284": [92, 164], "267": 92, "\u6ce8\u610f\u635f\u5931\u503c\u662f\u5355\u8c03\u4e0b\u964d\u7684": 92, "\u8868\u660e\u6211\u4eec\u7684\u6a21\u578b\u5728\u7ee7\u7eed\u63d0\u9ad8\u5176\u5728\u8bad\u7ec3\u6570\u636e\u96c6\u4e0a\u7684\u6027\u80fd": 92, "\u4f5c\u4e3a\u6700\u540e\u4e00\u6b65": 92, "\u6211\u4eec\u5e94\u8be5\u68c0\u67e5\u6a21\u578b\u662f\u5426\u771f\u6b63\u505a\u5230\u4e86": 92, "\u6cdb\u5316": 92, "\u5b66\u4e60": [92, 104], "\u800c\u4e0d\u662f\u7b80\u5355\u5730": 92, "\u8bb0\u4f4f": 92, "\u4e86\u6570\u636e\u96c6": 92, "\u8fd9\u88ab\u79f0\u4e3a": 92, "\u8fc7\u62df\u5408": 92, "\u901a\u5e38\u8868\u660e\u6570\u636e\u96c6\u592a\u5c0f": 92, "\u6ca1\u6709\u8db3\u591f\u7684\u6837\u672c\u8fdb\u884c\u6cdb\u5316\u5b66\u4e60": 92, "\u6216\u8005\u6a21\u578b\u7684\u5b66\u4e60\u53c2\u6570\u6bd4\u6b63\u786e\u5efa\u6a21\u6570\u636e\u96c6\u6240\u9700\u7684\u66f4\u591a": 92, "\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u6570\u636e\u96c6\u88ab\u5206\u4e3a\u8bad\u7ec3\u548c\u6d4b\u8bd5\u5b50\u96c6\u7684\u539f\u56e0": 92, "\u4e3a\u4e86\u6d4b\u8bd5\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b": 92, "\u6211\u4eec\u8981\u6c42\u5b83\u5bf9\u4ece\u672a\u8bad\u7ec3\u8fc7\u7684\u6570\u636e\u8fdb\u884c\u9884\u6d4b": 92, "\u5982\u679c\u4f60\u4e00\u76f4\u8ddf\u968f\u4e0b\u6765": 92, "\u4f60\u5e94\u8be5\u4f1a\u770b\u5230\u6a21\u578b\u5728\u8fd9\u4e00\u70b9\u4e0a\u7684\u51c6\u786e\u7387\u5927\u7ea6\u4e3a": 92, "\u8fd9\u5e76\u4e0d\u662f\u6700\u5148\u8fdb\u7684\u6c34\u5e73": 92, "\u4f46\u6bd4\u968f\u673a\u8f93\u51fa\u7684": 92, "\u51c6\u786e\u7387\u8981\u597d\u5f97\u591a": 92, "\u8fd9\u8bc1\u660e\u4e86\u6a21\u578b\u786e\u5b9e\u53d1\u751f\u4e86\u4e00\u4e9b\u6cdb\u5316\u5b66\u4e60": 92, "\u5728\u8fd9\u4e2a\u89c6\u9891\u4e2d": 93, "\u6211\u4eec\u5c06\u8ba8\u8bba": 93, "\u63d0\u4f9b\u7684\u4e00\u4e9b\u7528\u4e8e\u6784\u5efa\u6df1\u5ea6\u5b66\u4e60\u7f51\u7edc\u7684\u5de5\u5177": 93, "\u9664\u4e86": [93, 230], "\u6211\u4eec\u5728\u672c\u89c6\u9891\u4e2d\u8ba8\u8bba\u7684\u6240\u6709\u7c7b\u90fd\u662f": 93, "\u7684\u57fa\u7c7b": 93, "\u65e8\u5728\u5c01\u88c5\u7279\u5b9a\u4e8e": 93, "\u6a21\u578b\u53ca\u5176\u7ec4\u4ef6\u7684\u884c\u4e3a": 93, "\u7684\u4e00\u4e2a\u91cd\u8981\u884c\u4e3a\u662f\u6ce8\u518c\u53c2\u6570": 93, "\u5982\u679c\u7279\u5b9a\u7684": 93, "\u5b50\u7c7b\u5177\u6709\u5b66\u4e60\u6743\u91cd": 93, "\u8fd9\u4e9b\u6743\u91cd\u5c06\u8868\u793a\u4e3a": 93, "\u7c7b\u662f": 93, "\u5177\u6709\u7279\u6b8a\u884c\u4e3a": 93, "\u5373\u5f53\u5b83\u4eec\u88ab\u5206\u914d\u4e3a": 93, "\u7684\u5c5e\u6027\u65f6": 93, "\u5b83\u4eec\u5c06\u88ab\u6dfb\u52a0\u5230\u8be5\u6a21\u5757\u7684\u53c2\u6570\u5217\u8868\u4e2d": 93, "\u7c7b\u4e0a\u7684": 93, "\u65b9\u6cd5\u8bbf\u95ee\u8fd9\u4e9b\u53c2\u6570": 93, "\u4f5c\u4e3a\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50": 93, "\u8fd9\u91cc\u6709\u4e00\u4e2a\u975e\u5e38\u7b80\u5355\u7684\u6a21\u578b": 93, "\u5305\u542b\u4e24\u4e2a\u7ebf\u6027\u5c42\u548c\u4e00\u4e2a\u6fc0\u6d3b\u51fd\u6570": 93, "\u6211\u4eec\u5c06\u521b\u5efa\u5b83\u7684\u4e00\u4e2a\u5b9e\u4f8b": 93, "\u5e76\u8981\u6c42\u5b83\u62a5\u544a\u5176\u53c2\u6570": 93, "linear1": [93, 103, 253], "linear2": [93, 103, 253], "njust": 93, "nmodel": 93, "\u8fd9\u663e\u793a\u4e86": 93, "\u6a21\u578b\u7684\u57fa\u672c\u7ed3\u6784": 93, "\u65b9\u6cd5\u5b9a\u4e49\u6a21\u578b\u7684\u5c42\u548c\u5176\u4ed6\u7ec4\u4ef6": 93, "\u8fd8\u6709\u4e00\u4e2a": 93, "\u65b9\u6cd5\u6267\u884c\u8ba1\u7b97": 93, "\u6ce8\u610f\u6211\u4eec\u53ef\u4ee5\u6253\u5370\u6a21\u578b\u6216\u4efb\u4f55\u5b50\u6a21\u5757": 93, "\u4ee5\u4e86\u89e3\u5176\u7ed3\u6784": 93, "\u6700\u57fa\u672c\u7684\u795e\u7ecf\u7f51\u7edc\u5c42\u7c7b\u578b\u662f": 93, "\u7ebf\u6027": 93, "\u5168\u8fde\u63a5": 93, "\u8fd9\u662f\u4e00\u79cd\u6bcf\u4e2a\u8f93\u5165\u90fd\u4f1a\u5f71\u54cd\u8be5\u5c42\u6bcf\u4e2a\u8f93\u51fa\u7684\u5c42": 93, "\u5176\u5f71\u54cd\u7a0b\u5ea6\u7531\u5c42\u7684\u6743\u91cd\u6307\u5b9a": 93, "\u5982\u679c\u4e00\u4e2a\u6a21\u578b\u6709": 93, "\u4e2a\u8f93\u5165\u548c": 93, "\u4e2a\u8f93\u51fa": 93, "\u6743\u91cd\u5c06\u662f\u4e00\u4e2a": 93, "\u77e9\u9635": [93, 95], "lin": [93, 99, 104, 138, 158, 173, 174, 175, 210], "nweight": 93, "noutput": 93, "\u5982\u679c\u4f60\u5c06": 93, "\u4e0e\u7ebf\u6027\u5c42\u7684\u6743\u91cd\u76f8\u4e58": 93, "\u5e76\u52a0\u4e0a\u504f\u7f6e": 93, "\u4f60\u4f1a\u53d1\u73b0\u5f97\u5230\u7684\u662f\u8f93\u51fa\u5411\u91cf": 93, "\u53e6\u4e00\u4e2a\u9700\u8981\u6ce8\u610f\u7684\u91cd\u8981\u7279\u6027\u662f": 93, "\u5f53\u6211\u4eec\u7528": 93, "\u68c0\u67e5\u5c42\u7684\u6743\u91cd\u65f6": 93, "\u5b83\u5c06\u81ea\u5df1\u62a5\u544a\u4e3a\u4e00\u4e2a": 93, "\u5e76\u8ba9\u6211\u4eec\u77e5\u9053\u5b83\u6b63\u5728\u4f7f\u7528": 93, "\u8ddf\u8e2a\u68af\u5ea6": 93, "\u4e0d\u540c\u7684\u9ed8\u8ba4\u884c\u4e3a": 93, "\u7ebf\u6027\u5c42\u5728\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u4e2d\u88ab\u5e7f\u6cdb\u4f7f\u7528": 93, "\u4f60\u4f1a\u7ecf\u5e38\u5728\u5206\u7c7b\u5668\u6a21\u578b\u7684\u672b\u7aef\u770b\u5230\u5b83\u4eec": 93, "\u5176\u4e2d\u6700\u540e\u4e00\u5c42\u5c06\u6709": 93, "\u662f\u5206\u7c7b\u5668\u6240\u5904\u7406\u7684\u7c7b\u522b\u6570": 93, "\u5377\u79ef": [93, 231], "\u5c42\u88ab\u8bbe\u8ba1\u7528\u4e8e\u5904\u7406\u5177\u6709\u9ad8\u5ea6\u7a7a\u95f4\u76f8\u5173\u6027\u7684\u6570\u636e": 93, "\u5b83\u4eec\u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\u975e\u5e38\u5e38\u7528": 93, "\u7528\u4e8e\u68c0\u6d4b\u7ec4\u6210\u66f4\u9ad8\u7ea7\u7279\u5f81\u7684\u7d27\u5bc6\u7279\u5f81\u7ec4": 93, "\u5b83\u4eec\u4e5f\u51fa\u73b0\u5728\u5176\u4ed6\u4e0a\u4e0b\u6587\u4e2d": 93, "\u5e94\u7528\u7a0b\u5e8f\u4e2d": 93, "\u4e00\u4e2a\u5355\u8bcd\u7684\u76f4\u63a5\u4e0a\u4e0b\u6587": 93, "\u5373\u5e8f\u5217\u4e2d\u9644\u8fd1\u7684\u5176\u4ed6\u5355\u8bcd": 93, "\u53ef\u80fd\u4f1a\u5f71\u54cd\u53e5\u5b50\u7684\u542b\u4e49": 93, "\u6211\u4eec\u5728\u4e4b\u524d\u7684\u89c6\u9891\u4e2d\u770b\u5230\u4e86": 93, "lenet5": 93, "\u4e2d\u7684\u5377\u79ef\u5c42": 93, "\u8f93\u5165\u56fe\u50cf\u901a\u9053": 93, "\u8f93\u51fa\u901a\u9053": 93, "\u5e73\u65b9\u5377\u79ef\u6838": 93, "\u6765\u81ea\u56fe\u50cf\u7ef4\u5ea6": 93, "\u8ba9\u6211\u4eec\u5206\u89e3\u4e00\u4e0b\u8fd9\u4e2a\u6a21\u578b\u4e2d\u5377\u79ef\u5c42\u7684\u5de5\u4f5c\u539f\u7406": 93, "\u65e8\u5728\u63a5\u53d7": 93, "1x32x32": 93, "\u5377\u79ef\u5c42\u6784\u9020\u51fd\u6570\u7684\u7b2c\u4e00\u4e2a\u53c2\u6570\u662f\u8f93\u5165\u901a\u9053\u6570": 93, "\u8fd9\u91cc\u662f": 93, "\u5982\u679c\u6211\u4eec\u6784\u5efa\u8fd9\u4e2a\u6a21\u578b\u6765\u67e5\u770b": 93, "\u8272\u5f69\u901a\u9053": 93, "\u5b83\u5c06\u662f": 93, "\u5377\u79ef\u5c42\u5c31\u50cf\u4e00\u4e2a\u626b\u63cf\u56fe\u50cf\u7684\u7a97\u53e3": 93, "\u5bfb\u627e\u5b83\u80fd\u8bc6\u522b\u7684\u6a21\u5f0f": 93, "\u8fd9\u4e9b\u6a21\u5f0f\u88ab\u79f0\u4e3a": 93, "\u7279\u5f81": 93, "\u5377\u79ef\u5c42\u7684\u4e00\u4e2a\u53c2\u6570\u662f\u6211\u4eec\u5e0c\u671b\u5b83\u5b66\u4e60\u7684\u7279\u5f81\u6570\u91cf": 93, "\u6784\u9020\u51fd\u6570\u7684\u7b2c\u4e8c\u4e2a\u53c2\u6570\u662f\u8f93\u51fa\u7279\u5f81\u7684\u6570\u91cf": 93, "\u6211\u4eec\u8981\u6c42\u6211\u4eec\u7684\u5c42\u5b66\u4e60": 93, "\u4e2a\u7279\u5f81": 93, "\u5c31\u5728\u4e0a\u9762": 93, "\u6211\u5c06\u5377\u79ef\u5c42\u6bd4\u4f5c\u4e00\u4e2a\u7a97\u53e3": 93, "\u4f46\u662f\u7a97\u53e3\u6709\u591a\u5927": 93, "\u7b2c\u4e09\u4e2a\u53c2\u6570\u662f\u7a97\u53e3\u6216\u5185\u6838\u5927\u5c0f": 93, "\u6570\u5b57": 93, "\u610f\u5473\u7740\u6211\u4eec\u9009\u62e9\u4e86\u4e00\u4e2a": 93, "\u7684\u5185\u6838": 93, "\u5982\u679c\u4f60\u5e0c\u671b\u5185\u6838\u7684\u9ad8\u5ea6\u4e0e\u5bbd\u5ea6\u4e0d\u540c": 93, "\u4f60\u53ef\u4ee5\u4e3a\u6b64\u53c2\u6570\u6307\u5b9a\u4e00\u4e2a\u5143\u7ec4": 93, "\u6765\u83b7\u5f97\u4e00\u4e2a": 93, "3x5": 93, "\u7684\u5377\u79ef\u6838": 93, "\u5377\u79ef\u5c42\u7684\u8f93\u51fa\u662f\u4e00\u4e2a": 93, "\u6fc0\u6d3b\u6620\u5c04": 93, "\u8f93\u5165\u5f20\u91cf\u4e2d\u7279\u5f81\u5b58\u5728\u7684\u7a7a\u95f4\u8868\u793a": 93, "\u5c06\u7ed9\u6211\u4eec\u4e00\u4e2a": 93, "6x28x28": 93, "\u7684\u8f93\u51fa\u5f20\u91cf": [93, 95], "\u662f\u7279\u5f81\u6570": 93, "\u662f\u6620\u5c04\u7684\u9ad8\u5ea6\u548c\u5bbd\u5ea6": 93, "\u6765\u81ea\u4e8e\u5f53\u5728": 93, "\u50cf\u7d20\u884c\u4e0a\u626b\u63cf": 93, "\u50cf\u7d20\u7a97\u53e3\u65f6": 93, "\u53ea\u6709": 93, "\u4e2a\u6709\u6548\u4f4d\u7f6e\u7684\u4e8b\u5b9e": 93, "\u6211\u4eec\u5c06\u5377\u79ef\u7684\u8f93\u51fa\u901a\u8fc7": 93, "\u7a0d\u540e\u5c06\u8ba8\u8bba\u6fc0\u6d3b\u51fd\u6570": 93, "\u7136\u540e\u901a\u8fc7\u6700\u5927\u6c60\u5316\u5c42": 93, "\u6700\u5927\u6c60\u5316\u5c42\u5c06\u6fc0\u6d3b\u6620\u5c04\u4e2d\u5f7c\u6b64\u9760\u8fd1\u7684\u7279\u5f81\u7ec4\u5408\u5728\u4e00\u8d77": 93, "\u5b83\u901a\u8fc7\u51cf\u5c0f\u5f20\u91cf\u6765\u5b9e\u73b0\u8fd9\u4e00\u70b9": 93, "\u5c06\u8f93\u51fa\u4e2d\u6bcf\u4e2a": 93, "\u7ec4\u7684\u5355\u5143\u683c\u5408\u5e76\u4e3a\u4e00\u4e2a\u5355\u5143\u683c": 93, "\u5e76\u5c06\u8be5\u5355\u5143\u683c\u7684\u503c\u5206\u914d\u4e3a\u7ec4\u6210\u5b83\u7684": 93, "\u4e2a\u5355\u5143\u683c\u4e2d\u7684\u6700\u5927\u503c": 93, "\u8fd9\u7ed9\u4e86\u6211\u4eec\u4e00\u4e2a\u8f83\u4f4e\u5206\u8fa8\u7387\u7684\u6fc0\u6d3b\u6620\u5c04": 93, "\u5c3a\u5bf8\u4e3a": 93, "6x14x14": 93, "\u6211\u4eec\u7684\u4e0b\u4e00\u4e2a\u5377\u79ef\u5c42": 93, "\u671f\u671b": 93, "\u4e2a\u8f93\u5165\u901a\u9053": 93, "\u5bf9\u5e94\u4e8e\u7b2c\u4e00\u5c42\u5bfb\u627e\u7684": 93, "\u6709": 93, "\u5e76\u4e14\u5185\u6838\u5927\u5c0f\u4e3a": 93, "3x3": 93, "\u5b83\u8f93\u51fa\u4e00\u4e2a": 93, "16x12x12": 93, "\u7684\u6fc0\u6d3b\u6620\u5c04": 93, "\u518d\u6b21\u901a\u8fc7\u6700\u5927\u6c60\u5316\u5c42\u51cf\u5c0f\u5230": 93, "16x6x6": 93, "\u5728\u5c06\u6b64\u8f93\u51fa\u4f20\u9012\u7ed9\u7ebf\u6027\u5c42\u4e4b\u524d": 93, "\u5b83\u88ab\u91cd\u65b0\u6574\u5f62\u4e3a\u4e00\u4e2a": 93, "576": 93, "\u5143\u7d20\u5411\u91cf": 93, "\u4f9b\u4e0b\u4e00\u5c42\u4f7f\u7528": 93, "\u6709\u9488\u5bf9": 93, "\u5f20\u91cf\u7684\u5377\u79ef\u5c42": 93, "\u5377\u79ef\u5c42\u6784\u9020\u51fd\u6570\u8fd8\u6709\u8bb8\u591a\u5176\u4ed6\u53ef\u9009\u53c2\u6570": 93, "\u5305\u62ec\u6b65\u957f\u957f\u5ea6": 93, "\u53ea\u626b\u63cf\u6bcf\u7b2c\u4e8c\u4e2a\u6216\u6bcf\u7b2c\u4e09\u4e2a\u4f4d\u7f6e": 93, "\u586b\u5145": 93, "\u56e0\u6b64\u4f60\u53ef\u4ee5\u626b\u63cf\u5230\u8f93\u5165\u7684\u8fb9\u7f18": 93, "\u7b49\u7b49": 93, "\u66f4\u591a\u4fe1\u606f\u8bf7\u53c2\u89c1": 93, "\u5faa\u73af\u795e\u7ecf\u7f51\u7edc": 93, "\u7528\u4e8e\u5e8f\u5217\u6570\u636e": 93, "\u4ece\u79d1\u5b66\u4eea\u5668\u7684\u65f6\u95f4\u5e8f\u5217\u6d4b\u91cf\u5230\u81ea\u7136\u8bed\u8a00\u53e5\u5b50\u518d\u5230": 93, "dna": 93, "\u6838\u82f7\u9178": 93, "\u901a\u8fc7\u7ef4\u62a4\u4e00\u4e2a": 93, "\u9690\u85cf\u72b6\u6001": 93, "\u6765\u5b9e\u73b0\u8fd9\u4e00\u70b9": 93, "\u8be5\u9690\u85cf\u72b6\u6001\u5145\u5f53\u4e00\u79cd\u8bb0\u5fc6": 93, "\u8bb0\u5f55\u5230\u76ee\u524d\u4e3a\u6b62\u5b83\u5728\u5e8f\u5217\u4e2d\u770b\u5230\u7684\u5185\u5bb9": 93, "\u5c42\u7684\u5185\u90e8\u7ed3\u6784": 93, "\u6216\u5176\u53d8\u4f53": 93, "\u957f\u77ed\u671f\u8bb0\u5fc6": 93, "\u95e8\u63a7\u5faa\u73af\u5355\u5143": 93, "\u76f8\u5f53\u590d\u6742": 93, "\u8d85\u51fa\u4e86\u672c\u89c6\u9891\u7684\u8303\u56f4": 93, "\u4f46\u6211\u4eec\u5c06\u5411\u4f60\u5c55\u793a\u57fa\u4e8e": 93, "\u7684\u8bcd\u6027\u6807\u6ce8\u5668": 93, "\u4e00\u79cd\u5206\u7c7b\u5668": 93, "\u7528\u4e8e\u544a\u8bc9\u4f60\u4e00\u4e2a\u5355\u8bcd\u662f\u540d\u8bcd": 93, "\u52a8\u8bcd\u7b49": 93, "\u7684\u6837\u5b50": 93, "lstmtagger": [93, 102], "vocab_s": [93, 98, 99, 102, 103, 115, 118, 138, 145, 186, 221], "tagset_s": [93, 98, 102], "word_embed": [93, 102], "\u63a5\u53d7\u8bcd\u5d4c\u5165\u4f5c\u4e3a\u8f93\u5165": 93, "\u5e76\u8f93\u51fa\u7ef4\u5ea6\u4e3a": 93, "\u7684\u9690\u85cf\u72b6\u6001": 93, "\u5c06\u4ece\u9690\u85cf\u72b6\u6001\u7a7a\u95f4\u6620\u5c04\u5230\u6807\u8bb0\u7a7a\u95f4\u7684\u7ebf\u6027\u5c42": 93, "hidden2tag": [93, 98, 102], "lstm_out": [93, 98, 102], "tag_spac": [93, 102], "tag_scor": [93, 102], "\u6784\u9020\u51fd\u6570\u6709\u56db\u4e2a\u53c2\u6570": 93, "\u662f\u8f93\u5165\u8bcd\u6c47\u8868\u4e2d\u5355\u8bcd\u7684\u6570\u91cf": 93, "\u6bcf\u4e2a\u5355\u8bcd\u662f\u4e00\u4e2a": 93, "\u7ef4\u7684\u4e00\u70ed\u5411\u91cf": 93, "\u6216\u5355\u4f4d\u5411\u91cf": 93, "\u662f\u8f93\u51fa\u6807\u7b7e\u96c6\u7684\u5927\u5c0f": 93, "\u662f\u8bcd\u6c47\u7684": 93, "\u5d4c\u5165": 93, "\u7a7a\u95f4\u7684\u5927\u5c0f": 93, "\u5d4c\u5165\u5c06\u8bcd\u6c47\u6620\u5c04\u5230\u4e00\u4e2a\u4f4e\u7ef4\u7a7a\u95f4": 93, "\u5728\u8be5\u7a7a\u95f4\u4e2d": 93, "\u610f\u4e49\u76f8\u4f3c\u7684\u5355\u8bcd\u5f7c\u6b64\u63a5\u8fd1": 93, "\u7684\u8bb0\u5fc6\u5927\u5c0f": 93, "\u8f93\u5165\u5c06\u662f\u4e00\u4e2a\u53e5\u5b50": 93, "\u5355\u8bcd\u8868\u793a\u4e3a\u4e00\u70ed\u5411\u91cf\u7684\u7d22\u5f15": 93, "\u5d4c\u5165\u5c42\u5c06\u628a\u8fd9\u4e9b\u6620\u5c04\u5230\u4e00\u4e2a": 93, "\u7ef4\u7684\u7a7a\u95f4": 93, "\u63a5\u6536\u8fd9\u4e2a\u5d4c\u5165\u5e8f\u5217\u5e76\u5bf9\u5176\u8fdb\u884c\u8fed\u4ee3": 93, "\u4ea7\u751f\u4e00\u4e2a\u957f\u5ea6\u4e3a": 93, "\u7684\u8f93\u51fa\u5411\u91cf": 93, "\u6700\u540e\u7684\u7ebf\u6027\u5c42\u5145\u5f53\u5206\u7c7b\u5668": 93, "\u5c06\u6700\u540e\u4e00\u5c42\u7684\u8f93\u51fa\u901a\u8fc7": 93, "\u8f6c\u6362\u4e3a\u4e00\u7ec4\u5f52\u4e00\u5316\u7684\u4f30\u8ba1\u6982\u7387": 93, "\u8868\u793a\u7ed9\u5b9a\u5355\u8bcd\u6620\u5c04\u5230\u7ed9\u5b9a\u6807\u7b7e\u7684\u6982\u7387": 93, "\u5982\u679c\u4f60\u60f3\u770b\u770b\u8fd9\u4e2a\u7f51\u7edc\u7684\u5b9e\u9645\u8fd0\u884c\u60c5\u51b5": 93, "\u53ef\u4ee5\u67e5\u770b": 93, "\u4e0a\u7684": [93, 121, 238, 258], "\u5e8f\u5217\u6a21\u578b\u548c": 93, "\u7f51\u7edc": 93, "\u6559\u7a0b": [93, 104, 238, 239, 246, 248, 257], "\u662f\u591a\u7528\u9014\u7f51\u7edc": 93, "\u9886\u57df\u53d6\u5f97\u4e86\u6700\u5148\u8fdb\u7684\u6210\u679c": 93, "\u8ba8\u8bba\u8f6c\u6362\u5668\u67b6\u6784\u8d85\u51fa\u4e86\u672c\u89c6\u9891\u7684\u8303\u56f4": 93, "\u5141\u8bb8\u4f60\u5b9a\u4e49\u8f6c\u6362\u5668\u6a21\u578b\u7684\u6574\u4f53\u53c2\u6570": 93, "\u6ce8\u610f\u529b\u5934\u7684\u6570\u91cf": 93, "\u7f16\u7801\u5668\u548c\u89e3\u7801\u5668\u5c42\u7684\u6570\u91cf": 93, "\u548c\u6fc0\u6d3b\u51fd\u6570\u7b49": 93, "\u4f60\u751a\u81f3\u53ef\u4ee5\u7528\u6b63\u786e\u7684\u53c2\u6570\u4ece\u8fd9\u4e2a\u5355\u4e00\u7c7b\u6784\u5efa": 93, "\u7c7b\u8fd8\u5305\u542b\u5c01\u88c5\u5355\u4e2a\u7ec4\u4ef6": 93, "transformerdecod": 93, "\u548c\u5b50\u7ec4\u4ef6": 93, "transformerdecoderlay": 93, "\u8be6\u60c5\u8bf7\u67e5\u770b": [93, 227], "\u4e2d\u5173\u4e8e\u8f6c\u6362\u5668\u7c7b\u7684\u5185\u5bb9": 93, "\u4ee5\u53ca": [93, 104, 232], "\u4e0a\u76f8\u5173\u7684": 93, "\u8fd8\u6709\u5176\u4ed6\u7c7b\u578b\u7684\u5c42\u6267\u884c\u6a21\u578b\u4e2d\u7684\u91cd\u8981\u529f\u80fd": 93, "\u4f46\u5b83\u4eec\u81ea\u8eab\u4e0d\u53c2\u4e0e\u5b66\u4e60\u8fc7\u7a0b": 93, "\u6700\u5927\u6c60\u5316": 93, "\u53ca\u5176\u5b6a\u751f\u5c42\u6700\u5c0f\u6c60\u5316": 93, "\u901a\u8fc7\u7ec4\u5408\u5355\u5143\u5e76\u5c06\u8f93\u5165\u5355\u5143\u7684\u6700\u5927\u503c\u5206\u914d\u7ed9\u8f93\u51fa\u5355\u5143\u6765\u51cf\u5c0f\u5f20\u91cf": 93, "\u6211\u4eec\u4e4b\u524d\u770b\u5230\u8fc7\u8fd9\u4e00\u70b9": 93, "maxpool_lay": 93, "\u5982\u679c\u4f60\u4ed4\u7ec6\u89c2\u5bdf\u4e0a\u9762\u7684\u503c": 93, "\u4f60\u4f1a\u53d1\u73b0\u6700\u5927\u6c60\u5316\u8f93\u51fa\u4e2d\u7684\u6bcf\u4e2a\u503c\u90fd\u662f": 93, "6x6": 93, "\u8f93\u5165\u7684\u6bcf\u4e2a\u8c61\u9650\u7684\u6700\u5927\u503c": 93, "\u5f52\u4e00\u5316\u5c42": 93, "\u5728\u5c06\u4e00\u5c42\u7684\u8f93\u51fa\u9988\u9001\u5230\u53e6\u4e00\u5c42\u4e4b\u524d": 93, "\u91cd\u65b0\u5c45\u4e2d\u5e76\u5f52\u4e00\u5316\u8f93\u51fa": 93, "\u5c45\u4e2d\u548c\u7f29\u653e\u4e2d\u95f4\u5f20\u91cf\u6709\u8bb8\u591a\u6709\u76ca\u7684\u6548\u679c": 93, "\u4f8b\u5982\u8ba9\u4f60\u53ef\u4ee5\u4f7f\u7528\u66f4\u9ad8\u7684\u5b66\u4e60\u7387\u800c\u4e0d\u4f1a\u51fa\u73b0\u68af\u5ea6\u7206\u70b8": 93, "\u6d88\u5931": 93, "norm_lay": [93, 135], "batchnorm1d": 93, "normed_tensor": 93, "\u8fd0\u884c\u4e0a\u9762\u7684\u5355\u5143\u683c": 93, "\u6211\u4eec\u4e3a\u8f93\u5165\u5f20\u91cf\u6dfb\u52a0\u4e86\u4e00\u4e2a\u5927\u7684\u7f29\u653e\u56e0\u5b50\u548c\u504f\u79fb\u91cf": 93, "\u4f60\u5e94\u8be5\u4f1a\u770b\u5230\u8f93\u5165\u5f20\u91cf\u7684": 93, "\u5de6\u53f3": 93, "\u7ecf\u8fc7\u5f52\u4e00\u5316\u5c42\u5904\u7406\u540e": 93, "\u4f60\u53ef\u4ee5\u770b\u5230\u503c\u53d8\u5c0f\u4e86": 93, "\u5e76\u4e14\u56f4\u7ed5\u7740": 93, "\u5206\u5e03": [93, 230], "\u5e73\u5747\u503c\u5e94\u8be5\u975e\u5e38\u5c0f": 93, "\u8fd9\u662f\u6709\u76ca\u7684": 93, "\u56e0\u4e3a\u8bb8\u591a\u6fc0\u6d3b\u51fd\u6570": 93, "\u4e0b\u9762\u5c06\u8ba8\u8bba": 93, "\u4f46\u6709\u65f6\u5bf9\u4e8e\u5c06\u5b83\u4eec\u63a8\u79bb": 93, "\u5f88\u8fdc\u7684\u8f93\u5165\u4f1a\u9047\u5230\u68af\u5ea6\u6d88\u5931\u6216\u7206\u70b8\u7684\u95ee\u9898": 93, "\u5c06\u6570\u636e\u4fdd\u6301\u5728\u6700\u9661\u68af\u5ea6\u533a\u57df\u5468\u56f4\u5c06\u503e\u5411\u4e8e\u610f\u5473\u7740\u66f4\u5feb": 93, "\u66f4\u597d\u7684\u5b66\u4e60\u548c\u66f4\u9ad8\u7684\u53ef\u884c\u5b66\u4e60\u7387": 93, "\u662f\u4e00\u79cd\u9f13\u52b1\u6a21\u578b": 93, "\u7a00\u758f\u8868\u793a": 93, "\u7684\u5de5\u5177": 93, "\u4e5f\u5c31\u662f\u8bf4": [93, 95], "\u63a8\u52a8\u5b83\u5728\u63a8\u7406\u65f6\u4f7f\u7528\u8f83\u5c11\u7684\u6570\u636e": 93, "\u5c42\u7684\u5de5\u4f5c\u539f\u7406\u662f\u5728": 93, "\u8bad\u7ec3\u671f\u95f4": 93, "\u968f\u673a\u8bbe\u7f6e\u8f93\u5165\u5f20\u91cf\u7684\u4e00\u90e8\u5206": 93, "\u5c42\u5728\u63a8\u7406\u65f6\u603b\u662f\u5173\u95ed\u7684": 93, "\u8fd9\u8feb\u4f7f\u6a21\u578b\u9488\u5bf9\u8fd9\u79cd\u63a9\u7801\u6216\u51cf\u5c11\u7684\u6570\u636e\u96c6\u8fdb\u884c\u5b66\u4e60": 93, "\u5bf9\u793a\u4f8b\u5f20\u91cf\u7684\u5f71\u54cd": 93, "\u4f60\u53ef\u4ee5\u4f7f\u7528\u53ef\u9009\u7684": 93, "\u53c2\u6570\u8bbe\u7f6e\u5355\u4e2a\u6743\u91cd\u4e22\u5f03\u7684\u6982\u7387": 93, "\u5982\u679c\u4e0d\u8bbe\u7f6e": 93, "\u9ed8\u8ba4\u4e3a": [93, 248], "\u6fc0\u6d3b\u51fd\u6570\u4f7f\u6df1\u5ea6\u5b66\u4e60\u6210\u4e3a\u53ef\u80fd": 93, "\u795e\u7ecf\u7f51\u7edc\u5b9e\u9645\u4e0a\u662f\u4e00\u4e2a\u7a0b\u5e8f": 93, "\u6709\u8bb8\u591a\u53c2\u6570": 93, "\u7528\u4e8e": 93, "\u6a21\u62df\u4e00\u4e2a\u6570\u5b66\u51fd\u6570": 93, "\u5982\u679c\u6211\u4eec\u53ea\u662f\u91cd\u590d\u5730\u5c06\u5f20\u91cf\u4e0e\u5c42\u6743\u91cd\u76f8\u4e58": 93, "\u6211\u4eec\u53ea\u80fd\u6a21\u62df": 93, "\u7ebf\u6027\u51fd\u6570": 93, "\u6709\u591a\u5c42\u4e5f\u6ca1\u6709\u610f\u4e49": 93, "\u56e0\u4e3a\u6574\u4e2a\u7f51\u7edc\u53ef\u4ee5\u7b80\u5316\u4e3a\u5355\u4e2a\u77e9\u9635\u4e58\u6cd5": 93, "\u5728\u5c42\u4e4b\u95f4\u63d2\u5165": 93, "\u6fc0\u6d3b\u51fd\u6570\u4f7f\u5f97\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u80fd\u591f\u6a21\u62df\u4efb\u4f55\u51fd\u6570": 93, "\u800c\u4e0d\u4ec5\u4ec5\u662f\u7ebf\u6027\u51fd\u6570": 93, "\u6709\u5c01\u88c5\u6240\u6709\u4e3b\u8981\u6fc0\u6d3b\u51fd\u6570\u7684\u5bf9\u8c61": 93, "\u53ca\u5176\u8bb8\u591a\u53d8\u4f53": 93, "hardtanh": [93, 110, 254], "\u7b49": [93, 95, 104, 111, 213, 232, 238, 248], "\u5b83\u8fd8\u5305\u62ec\u5176\u4ed6\u51fd\u6570": 93, "\u8fd9\u4e9b\u51fd\u6570\u5728\u6a21\u578b\u7684\u8f93\u51fa\u9636\u6bb5\u6700\u6709\u7528": 93, "\u635f\u5931\u51fd\u6570\u544a\u8bc9\u6211\u4eec\u6a21\u578b\u7684\u9884\u6d4b\u4e0e\u6b63\u786e\u7b54\u6848\u76f8\u5dee\u591a\u8fdc": 93, "\u5305\u542b\u5404\u79cd\u635f\u5931\u51fd\u6570": 93, "\u5305\u62ec\u5e38\u89c1\u7684": 93, "\u8303\u6570": 93, "\u4ea4\u53c9\u71b5\u635f\u5931\u548c\u8d1f\u5bf9\u6570\u4f3c\u7136\u635f\u5931": 93, "\u5bf9\u4e8e\u5206\u7c7b\u5668\u5f88\u6709\u7528": 93, "\u8981\u8fd0\u884c\u6b64\u6559\u7a0b": 94, "\u60a8\u9700\u8981\u5b89\u88c5pytorch": 94, "matplotlib\u548ctensorboard": 94, "\u5b89\u88c5\u5b8c\u4f9d\u8d56\u9879\u540e": 94, "\u8bf7\u5728\u5b89\u88c5\u5b83\u4eec\u7684python\u73af\u5883\u4e2d\u91cd\u65b0\u542f\u52a8\u6b64\u7b14\u8bb0\u672c": 94, "\u5728\u672c\u7b14\u8bb0\u672c\u4e2d": 94, "\u6211\u4eec\u5c06\u8bad\u7ec3lenet": 94, "5\u7684\u53d8\u4f53": 94, "\u9488\u5bf9fashion": 94, "mnist\u6570\u636e\u96c6": 94, "mnist\u662f\u4e00\u7ec4\u63cf\u7ed8\u5404\u79cd\u670d\u88c5\u7684\u56fe\u50cf\u74e6\u7247": 94, "\u6709\u5341\u4e2a\u7c7b\u6807\u7b7e\u6307\u793a\u6240\u63cf\u7ed8\u7684\u670d\u88c5\u7c7b\u578b": 94, "pytorch\u6a21\u578b\u548c\u8bad\u7ec3\u5fc5\u9700\u54c1": 94, "\u56fe\u50cf\u6570\u636e\u96c6\u548c\u56fe\u50cf\u64cd\u4f5c": 94, "\u56fe\u50cf\u663e\u793a": 94, "summarywrit": [94, 96, 170, 246], "\u5982\u679c\u60a8\u4f7f\u7528\u7684\u73af\u5883\u5b89\u88c5\u4e86tensorflow": 94, "\u5982googl": 94, "\u8bf7\u53d6\u6d88\u6ce8\u91ca\u4ee5\u4e0b\u4ee3\u7801\u4ee5\u907f\u514d\u5c06\u5d4c\u5165\u4fdd\u5b58\u5230tensorboard\u76ee\u5f55\u65f6\u51fa\u73b0\u9519\u8bef": 94, "tb": [94, 173, 174, 175], "gfile": 94, "tensorflow_stub": 94, "\u8ba9\u6211\u4eec\u4ece\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u793a\u4f8b\u56fe\u50cf\u6dfb\u52a0\u5230tensorboard\u5f00\u59cb": 94, "\u6536\u96c6\u6570\u636e\u96c6\u5e76\u51c6\u5907\u6d88\u8d39": 94, "data\u4e2d\u5b58\u50a8\u5355\u72ec\u7684\u8bad\u7ec3\u548c\u9a8c\u8bc1\u5206\u5272": 94, "training_set": [94, 96], "validation_set": [94, 96], "training_load": [94, 96], "validation_load": [94, 96], "\u7c7b\u6807\u7b7e": 94, "\u5185\u8054\u56fe\u50cf\u663e\u793a\u7684\u8f85\u52a9\u51fd\u6570": [94, 96], "matplotlib_imshow": [94, 96, 170], "one_channel": [94, 96, 170], "\u53cd\u5f52\u4e00\u5316": 94, "grei": [94, 96, 119, 170, 189], "\u63d0\u53d6\u4e00\u62794\u5f20\u56fe\u50cf": 94, "\u4ece\u56fe\u50cf\u521b\u5efa\u7f51\u683c\u5e76\u663e\u793a\u5b83\u4eec": [94, 96], "img_grid": [94, 96, 170], "\u6211\u4eec\u4f7f\u7528torchvision\u548cmatplotlib\u521b\u5efa\u4e86\u4e00\u4e2a\u8f93\u5165\u6570\u636e\u5c0f\u6279\u91cf\u7684\u53ef\u89c6\u7f51\u683c": 94, "\u4e0a\u4f7f\u7528": 94, "add_imag": [94, 170], "\u8c03\u7528\u6765\u8bb0\u5f55\u56fe\u50cf": 94, "\u4ee5\u4f9btensorboard\u4f7f\u7528": 94, "\u6211\u4eec\u8fd8\u8c03\u7528": 94, "\u4ee5\u786e\u4fdd\u5b83\u7acb\u5373\u5199\u5165\u78c1\u76d8": 94, "\u9ed8\u8ba4log_dir\u53c2\u6570\u4e3a": 94, "\u4f46\u6700\u597d\u660e\u786e\u6307\u5b9a": 94, "summarywriter\u5728\u4e0a\u9762\u5bfc\u5165": 94, "fashion_mnist_experiment_1": [94, 170], "\u5c06\u56fe\u50cf\u6570\u636e\u5199\u5165tensorboard\u65e5\u5fd7\u76ee\u5f55": 94, "\u8981\u67e5\u770b": 94, "\u8bf7\u5728\u547d\u4ee4\u884c\u4e0a\u542f\u52a8tensorboard": 94, "logdir": [94, 169, 170, 246], "\u5e76\u5728\u65b0\u7684\u6d4f\u89c8\u5668\u9009\u9879\u5361\u4e2d\u6253\u5f00http": 94, "6006": [94, 169, 170, 246], "\u5982\u679c\u60a8\u5728\u547d\u4ee4\u884c\u542f\u52a8tensorboard\u5e76\u5728\u65b0\u7684\u6d4f\u89c8\u5668\u9009\u9879\u5361\u4e2d\u6253\u5f00\u5b83": 94, "\u901a\u5e38\u5728": 94, "\u60a8\u5e94\u8be5\u5728images\u9009\u9879\u5361\u4e0b\u770b\u5230\u56fe\u50cf\u7f51\u683c": 94, "tensorboard\u5bf9\u4e8e\u8ddf\u8e2a\u8bad\u7ec3\u7684\u8fdb\u5ea6\u548c\u6548\u679c\u5f88\u6709\u7528": 94, "\u6211\u4eec\u5c06\u8fd0\u884c\u4e00\u4e2a\u8bad\u7ec3\u5faa\u73af": 94, "\u8ddf\u8e2a\u4e00\u4e9b\u6307\u6807": 94, "\u5e76\u4fdd\u5b58\u6570\u636e\u4ee5\u4f9btensorboard\u4f7f\u7528": 94, "\u8ba9\u6211\u4eec\u5b9a\u4e49\u4e00\u4e2a\u6a21\u578b\u6765\u5bf9\u6211\u4eec\u7684\u56fe\u50cf\u74e6\u7247\u8fdb\u884c\u5206\u7c7b": 94, "\u4ee5\u53ca\u7528\u4e8e\u8bad\u7ec3\u7684\u4f18\u5316\u5668\u548c\u635f\u5931\u51fd\u6570": 94, "\u73b0\u5728\u8ba9\u6211\u4eec\u8bad\u7ec3\u4e00\u4e2aepoch": 94, "\u5e76\u6bcf1000\u6279\u6b21\u8bc4\u4f30\u4e00\u6b21\u8bad\u7ec3\u4e0e\u9a8c\u8bc1\u96c6\u7684\u635f\u5931": 94, "\u57fa\u672c\u8bad\u7ec3\u5faa\u73af": 94, "\u6bcf1000\u4e2a\u5c0f\u6279\u91cf": 94, "\u5bf9\u7167\u9a8c\u8bc1\u96c6": 94, "running_vloss": [94, 96], "\u5728\u8bc4\u4f30\u6a21\u5f0f\u4e0b": 94, "\u53ef\u4ee5\u7701\u7565\u4e00\u4e9b\u7279\u5b9a\u4e8e\u6a21\u578b\u7684\u64cd\u4f5c": 94, "\u4f8b\u5982dropout\u5c42": 94, "\u5207\u6362\u5230\u8bc4\u4f30\u6a21\u5f0f": 94, "\u4f8b\u5982\u5173\u95ed\u6b63\u5219\u5316": 94, "vdata": [94, 96], "vinput": [94, 96], "vlabel": [94, 96], "voutput": [94, 96], "vloss": [94, 96], "\u5207\u6362\u56de\u8bad\u7ec3\u6a21\u5f0f": 94, "\u4f8b\u5982\u6253\u5f00\u6b63\u5219\u5316": 94, "avg_loss": [94, 96], "avg_vloss": [94, 96], "\u8bb0\u5f55\u6bcf\u6279\u6b21\u5e73\u5747\u7684\u8fd0\u884c\u635f\u5931": [94, 96], "add_scalar": [94, 96, 170, 246], "\u5207\u6362\u5230\u60a8\u6253\u5f00\u7684tensorboard": 94, "\u67e5\u770bscalars\u9009\u9879\u5361": 94, "tensorboard\u8fd8\u53ef\u7528\u4e8e\u68c0\u67e5\u6a21\u578b\u5185\u7684\u6570\u636e\u6d41": 94, "\u8bf7\u4f7f\u7528\u6a21\u578b\u548c\u793a\u4f8b\u8f93\u5165\u8c03\u7528": 94, "add_graph": [94, 170], "\u518d\u6b21\u83b7\u53d6\u4e00\u4e2a\u5c0f\u6279\u91cf\u7684\u56fe\u50cf": 94, "\u5c06\u901a\u8fc7\u60a8\u7684\u6a21\u578b\u8ddf\u8e2a\u793a\u4f8b\u8f93\u5165": 94, "\u5e76\u5c06\u5176\u6e32\u67d3\u4e3a\u56fe\u5f62": 94, "\u5f53\u60a8\u5207\u6362\u5230tensorboard\u65f6": 94, "\u60a8\u5e94\u8be5\u4f1a\u770b\u5230\u4e00\u4e2agraphs\u9009\u9879\u5361": 94, "\u53cc\u51fb": 94, "\u8282\u70b9\u53ef\u67e5\u770b\u6a21\u578b\u5185\u7684\u5c42\u548c\u6570\u636e\u6d41": 94, "\u6211\u4eec\u4f7f\u7528\u768428x28\u56fe\u50cf\u74e6\u7247\u53ef\u4ee5\u5efa\u6a21\u4e3a784\u7ef4\u5411\u91cf": 94, "\u5c06\u5176\u6295\u5f71\u5230\u8f83\u4f4e\u7ef4\u5ea6\u7684\u8868\u793a\u5f62\u5f0f\u53ef\u80fd\u4f1a\u5f88\u6709\u542f\u53d1\u6027": 94, "add_embed": [94, 170], "\u65b9\u6cd5\u5c06\u4e00\u7ec4\u6570\u636e\u6295\u5f71\u5230\u5177\u6709\u6700\u9ad8\u65b9\u5dee\u7684\u4e09\u4e2a\u7ef4\u5ea6\u4e0a": 94, "\u5e76\u5c06\u5b83\u4eec\u663e\u793a\u4e3a\u4ea4\u4e92\u5f0f3d\u56fe\u8868": 94, "\u65b9\u6cd5\u901a\u8fc7\u6295\u5f71\u5230\u5177\u6709\u6700\u9ad8\u65b9\u5dee\u7684\u4e09\u4e2a\u7ef4\u5ea6\u6765\u81ea\u52a8\u6267\u884c\u6b64\u64cd\u4f5c": 94, "\u6211\u4eec\u5c06\u91c7\u6837\u6570\u636e": 94, "\u5e76\u751f\u6210\u8fd9\u6837\u4e00\u4e2a\u5d4c\u5165": 94, "\u9009\u62e9\u968f\u673a\u5b50\u96c6\u7684\u6570\u636e\u548c\u76f8\u5e94\u7684\u6807\u7b7e": 94, "select_n_random": [94, 170], "perm": [94, 170], "randperm": [94, 170, 179], "\u63d0\u53d6\u968f\u673a\u5b50\u96c6\u7684\u6570\u636e": 94, "\u83b7\u53d6\u6bcf\u4e2a\u56fe\u50cf\u7684\u7c7b\u6807\u7b7e": 94, "class_label": [94, 170, 172], "\u8bb0\u5f55\u5d4c\u5165": 94, "label_img": [94, 170], "\u5982\u679c\u60a8\u5207\u6362\u5230tensorboard\u5e76\u9009\u62e9projector\u9009\u9879\u5361": 94, "\u60a8\u5e94\u8be5\u4f1a\u770b\u5230\u6295\u5f71\u76843d\u8868\u793a": 94, "\u60a8\u53ef\u4ee5\u65cb\u8f6c\u548c\u7f29\u653e\u6a21\u578b": 94, "\u5728\u5927\u5c0f\u4e0d\u540c\u7684\u5c3a\u5ea6\u4e0a\u68c0\u67e5\u5b83": 94, "\u770b\u770b\u60a8\u662f\u5426\u53ef\u4ee5\u53d1\u73b0\u6295\u5f71\u6570\u636e\u548c\u6807\u7b7e\u805a\u7c7b\u4e2d\u7684\u6a21\u5f0f": 94, "\u4e3a\u4e86\u66f4\u597d\u7684\u53ef\u89c1\u6027": 94, "\u5efa\u8bae": 94, "\u4ece\u5de6\u4fa7\u7684": 94, "\u4e0b\u62c9\u83dc\u5355\u4e2d\u9009\u62e9": 94, "\u5207\u6362\u9876\u90e8\u7684night": 94, "mode\u56fe\u6807": 94, "\u5c06\u6d45\u8272\u56fe\u50cf\u7f6e\u4e8e\u6df1\u8272\u80cc\u666f\u4e0a": 94, "pytorch\u5173\u4e8e": 94, "__\u7684\u6587\u6863": 94, "org\u6559\u7a0b": 94, "\u4e2d\u7684tensorboard\u6559\u7a0b\u5185\u5bb9": 94, "\u6709\u5173tensorboard\u7684\u66f4\u591a\u4fe1\u606f": 94, "tensorboard\u6587\u6863": 94, "\u5f20\u91cf\u662fpytorch\u4e2d\u7684\u4e2d\u5fc3\u6570\u636e\u62bd\u8c61": 95, "\u8fd9\u4e2a\u4ea4\u4e92\u5f0f\u7b14\u8bb0\u672c\u63d0\u4f9b\u4e86\u5bf9": 95, "\u7c7b\u7684\u6df1\u5165\u4ecb\u7ecd": 95, "\u8ba9\u6211\u4eec\u5bfc\u5165pytorch\u6a21\u5757": 95, "\u6211\u4eec\u8fd8\u5c06\u6dfb\u52a0python\u7684\u6570\u5b66\u6a21\u5757": 95, "\u4ee5\u4fbf\u4e8e\u4e00\u4e9b\u793a\u4f8b": 95, "\u521b\u5efa\u5f20\u91cf\u6700\u7b80\u5355\u7684\u65b9\u6cd5\u662f\u4f7f\u7528": 95, "\u8ba9\u6211\u4eec\u89e3\u91ca\u4e0b\u521a\u624d\u53d1\u751f\u7684\u4e8b\u60c5": 95, "\u6211\u4eec\u4f7f\u7528\u9644\u52a0\u5230": 95, "\u6a21\u5757\u7684\u4f17\u591a\u5de5\u5382\u65b9\u6cd5\u4e4b\u4e00\u521b\u5efa\u4e86\u4e00\u4e2a\u5f20\u91cf": 95, "\u8be5\u5f20\u91cf\u662f\u4e8c\u7ef4\u7684": 95, "\u67093\u884c4\u5217": 95, "\u8fd4\u56de\u5bf9\u8c61\u7684\u7c7b\u578b\u662f": 95, "\u7684\u522b\u540d": 95, "pytorch\u5f20\u91cf\u752832\u4f4d\u6d6e\u70b9\u6570\u586b\u5145": 95, "\u66f4\u591a\u5173\u4e8e\u6570\u636e\u7c7b\u578b\u7684\u5185\u5bb9\u89c1\u4e0b\u6587": 95, "\u5f53\u6253\u5370\u4f60\u7684\u5f20\u91cf\u65f6": 95, "\u4f60\u53ef\u80fd\u4f1a\u770b\u5230\u4e00\u4e9b\u968f\u673a\u7684\u503c": 95, "\u8c03\u7528\u4e3a\u5f20\u91cf\u5206\u914d\u5185\u5b58": 95, "\u4f46\u4e0d\u4f1a\u7528\u4efb\u4f55\u503c\u521d\u59cb\u5316\u5b83": 95, "\u6240\u4ee5\u4f60\u770b\u5230\u7684\u662f\u5206\u914d\u65f6\u5185\u5b58\u4e2d\u7684\u4efb\u4f55\u503c": 95, "\u5173\u4e8e\u5f20\u91cf\u53ca\u5176\u7ef4\u6570\u548c\u672f\u8bed\u7684\u7b80\u8981\u8bf4\u660e": 95, "\u4f60\u6709\u65f6\u4f1a\u770b\u5230\u4e00\u7ef4\u5f20\u91cf\u88ab\u79f0\u4e3a": 95, "\u5411\u91cf": 95, "\u4e8c\u7ef4\u5f20\u91cf\u901a\u5e38\u88ab\u79f0\u4e3a": 95, "\u4efb\u4f55\u8d85\u8fc7\u4e24\u4e2a\u7ef4\u5ea6\u7684\u5f20\u91cf\u901a\u5e38\u90fd\u88ab\u79f0\u4e3a\u5f20\u91cf": 95, "\u5927\u591a\u6570\u60c5\u51b5\u4e0b": 95, "\u4f60\u4f1a\u5e0c\u671b\u7528\u4e00\u4e9b\u503c\u521d\u59cb\u5316\u4f60\u7684\u5f20\u91cf": 95, "\u5e38\u89c1\u7684\u60c5\u51b5\u662f\u5168\u96f6": 95, "\u5168\u4e00\u6216\u968f\u673a\u503c": 95, "\u6a21\u5757\u4e3a\u6240\u6709\u8fd9\u4e9b\u60c5\u51b5\u63d0\u4f9b\u4e86\u5de5\u5382\u65b9\u6cd5": 95, "\u5de5\u5382\u65b9\u6cd5\u90fd\u505a\u4e86\u4f60\u671f\u671b\u7684\u4e8b\u60c5": 95, "\u6211\u4eec\u6709\u4e00\u4e2a\u5168\u96f6\u5f20\u91cf": 95, "\u4e00\u4e2a\u5168\u4e00\u5f20\u91cf\u548c\u4e00\u4e2a\u968f\u673a\u503c\u57280\u52301\u4e4b\u95f4\u7684\u5f20\u91cf": 95, "\u8bf4\u5230\u968f\u673a\u5f20\u91cf": 95, "\u4f60\u662f\u5426\u6ce8\u610f\u5230\u5728\u5b83\u4e4b\u524d\u7acb\u5373\u8c03\u7528\u4e86": 95, "\u7528\u968f\u673a\u503c\u521d\u59cb\u5316\u5f20\u91cf": 95, "\u5982\u6a21\u578b\u7684\u5b66\u4e60\u6743\u91cd": 95, "\u662f\u5f88\u5e38\u89c1\u7684": 95, "\u4f46\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b": 95, "\u7279\u522b\u662f\u5728\u7814\u7a76\u73af\u5883\u4e2d": 95, "\u4f60\u53ef\u80fd\u5e0c\u671b\u5bf9\u7ed3\u679c\u7684\u53ef\u91cd\u590d\u6027\u6709\u4e00\u4e9b\u4fdd\u8bc1": 95, "\u624b\u52a8\u8bbe\u7f6e\u968f\u673a\u6570\u751f\u6210\u5668\u7684\u79cd\u5b50\u5c31\u662f\u8fd9\u6837\u505a\u7684\u65b9\u6cd5": 95, "\u8ba9\u6211\u4eec\u4ed4\u7ec6\u770b\u770b": 95, "random1": 95, "random2": 95, "random3": 95, "random4": 95, "\u4f60\u5e94\u8be5\u770b\u5230\u4e0a\u9762": 95, "\u5305\u542b\u76f8\u540c\u7684\u503c": 95, "\u4e5f\u662f\u5982\u6b64": [95, 248], "\u624b\u52a8\u8bbe\u7f6erng\u7684\u79cd\u5b50\u4f1a\u91cd\u7f6e\u5b83": 95, "\u56e0\u6b64\u76f8\u540c\u7684\u968f\u673a\u6570\u8ba1\u7b97\u5728\u5927\u591a\u6570\u8bbe\u7f6e\u4e0b\u5e94\u8be5\u63d0\u4f9b\u76f8\u540c\u7684\u7ed3\u679c": 95, "\u8bf7\u53c2\u9605pytorch\u5173\u4e8e\u53ef\u91cd\u590d\u6027\u7684": 95, "\u5f53\u4f60\u5728\u4e24\u4e2a\u6216\u591a\u4e2a\u5f20\u91cf\u4e0a\u6267\u884c\u64cd\u4f5c\u65f6": 95, "\u5b83\u4eec\u901a\u5e38\u9700\u8981\u5177\u6709\u76f8\u540c\u7684": 95, "\u5177\u6709\u76f8\u540c\u7684\u7ef4\u6570\u548c\u6bcf\u4e2a\u7ef4\u5ea6\u4e2d\u7684\u76f8\u540c\u6570\u91cf\u7684\u5355\u5143": 95, "_like": [95, 148], "empty_like_x": 95, "empty_lik": [95, 108, 148, 174, 175, 190, 210], "zeros_like_x": 95, "ones_like_x": 95, "rand_like_x": 95, "\u4e0a\u9762\u4ee3\u7801\u5355\u5143\u4e2d\u7684\u7b2c\u4e00\u4e2a\u65b0\u4e8b\u7269\u662f\u5728\u5f20\u91cf\u4e0a\u4f7f\u7528": 95, "\u8fd9\u4e2a\u5c5e\u6027\u5305\u542b\u4e86\u6bcf\u4e2a\u7ef4\u5ea6\u5f20\u91cf\u7684\u8303\u56f4\u7684\u5217\u8868": 95, "\u662f\u4e00\u4e2a\u4e09\u7ef4\u5f20\u91cf": 95, "\u5f62\u72b6\u4e3a": 95, "\u6211\u4eec\u53ef\u4ee5\u9a8c\u8bc1\u6bcf\u4e2a\u8fd9\u4e9b\u65b9\u6cd5\u90fd\u8fd4\u56de\u4e00\u4e2a\u5177\u6709\u76f8\u540c\u7ef4\u6570\u548c\u8303\u56f4\u7684\u5f20\u91cf": 95, "\u521b\u5efa\u5f20\u91cf\u7684\u6700\u540e\u4e00\u79cd\u65b9\u5f0f\u662f\u76f4\u63a5\u4ecepytorch\u96c6\u5408\u4e2d\u6307\u5b9a\u5176\u6570\u636e": 95, "some_const": 95, "1415926": 95, "71828": 95, "61803": 95, "0072897": 95, "some_integ": 95, "more_integ": 95, "\u662f\u5728\u4f60\u5df2\u7ecf\u6709python\u5143\u7ec4\u6216\u5217\u8868\u6570\u636e\u7684\u60c5\u51b5\u4e0b\u521b\u5efa\u5f20\u91cf\u7684\u6700\u76f4\u63a5\u65b9\u5f0f": 95, "\u5982\u4e0a\u6240\u793a": [95, 230], "\u5d4c\u5957\u96c6\u5408\u4f1a\u751f\u6210\u591a\u7ef4\u5f20\u91cf": 95, "\u521b\u5efa\u6570\u636e\u7684\u526f\u672c": 95, "\u8bbe\u7f6e\u5f20\u91cf\u7684\u6570\u636e\u7c7b\u578b\u6709\u4e24\u79cd\u65b9\u5f0f": 95, "int32": [95, 138, 166, 185, 186, 198, 201, 235], "\u8bbe\u7f6e\u5f20\u91cf\u5e95\u5c42\u6570\u636e\u7c7b\u578b\u7684\u6700\u7b80\u5355\u65b9\u5f0f\u662f\u5728\u521b\u5efa\u65f6\u4f7f\u7528\u53ef\u9009\u53c2\u6570": 95, "\u5728\u4e0a\u9762\u5355\u5143\u683c\u7684\u7b2c\u4e00\u884c\u4e2d": 95, "\u8bbe\u7f6e\u4e3a\u5f20\u91cf": 95, "\u5f53\u6211\u4eec\u6253\u5370": 95, "\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u5b83\u662f\u7531": 95, "\u586b\u5145\u7684": 95, "python\u7684\u4e00\u4e2a\u5fae\u5999\u63d0\u793a": 95, "\u8fd9\u662f\u4e00\u4e2a\u6574\u6570\u7c7b\u578b\u800c\u4e0d\u662f\u6d6e\u70b9\u6570": 95, "\u4f60\u53ef\u80fd\u8fd8\u6ce8\u610f\u5230": 95, "\u6253\u5370": 95, "\u4e0e\u6211\u4eec\u5c06": 95, "\u4fdd\u7559\u4e3a\u9ed8\u8ba4\u503c": 95, "32\u4f4d\u6d6e\u70b9\u6570": 95, "\u65f6\u4e0d\u540c": 95, "\u6253\u5370\u5f20\u91cf\u65f6\u4e5f\u6307\u5b9a\u4e86\u5176": 95, "\u6211\u4eec\u4ece\u6307\u5b9a\u5f20\u91cf\u5f62\u72b6\u4e3a\u4e00\u7cfb\u5217\u6574\u6570\u53c2\u6570": 95, "\u8f6c\u4e3a\u5c06\u8fd9\u4e9b\u53c2\u6570\u5206\u7ec4\u5230\u4e00\u4e2a\u5143\u7ec4\u4e2d": 95, "\u8fd9\u4e0d\u662f\u7edd\u5bf9\u5fc5\u8981\u7684": 95, "pytorch\u4f1a\u5c06\u4e00\u7cfb\u5217\u521d\u59cb\u7684": 95, "\u672a\u6807\u8bb0\u7684\u6574\u6570\u53c2\u6570\u89c6\u4e3a\u5f20\u91cf\u5f62\u72b6": 95, "\u4f46\u662f\u5f53\u6dfb\u52a0\u53ef\u9009\u53c2\u6570\u65f6": 95, "\u5b83\u53ef\u4ee5\u4f7f\u4f60\u7684\u610f\u56fe\u66f4\u52a0\u53ef\u8bfb": 95, "\u8bbe\u7f6e\u6570\u636e\u7c7b\u578b\u7684\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u4f7f\u7528": 95, "\u6211\u4eec\u4ee5\u901a\u5e38\u7684\u65b9\u5f0f\u521b\u5efa\u4e86\u4e00\u4e2a\u968f\u673a\u6d6e\u70b9\u5f20\u91cf": 95, "\u6211\u4eec\u901a\u8fc7\u5c06": 95, "\u8f6c\u6362\u4e3a32\u4f4d\u6574\u6570\u6765\u521b\u5efa": 95, "\u5305\u542b\u4e0e": 95, "\u76f8\u540c\u7684\u503c": 95, "\u4f46\u88ab\u622a\u65ad\u4e3a\u6574\u6570": 95, "\u53ef\u7528\u7684\u6570\u636e\u7c7b\u578b\u5305\u62ec": 95, "bfloat": 95, "\u73b0\u5728\u4f60\u77e5\u9053\u4e86\u4e00\u4e9b\u521b\u5efa\u5f20\u91cf\u7684\u65b9\u6cd5": 95, "\u90a3\u4f60\u80fd\u5bf9\u5b83\u4eec\u505a\u4ec0\u4e48\u5462": 95, "\u8ba9\u6211\u4eec\u9996\u5148\u770b\u57fa\u672c\u7b97\u672f\u8fd0\u7b97": 95, "\u4ee5\u53ca\u5f20\u91cf\u5982\u4f55\u4e0e\u7b80\u5355\u7684\u6807\u91cf\u4ea4\u4e92": 95, "sqrt2": 95, "\u5982\u4f60\u6240\u89c1": [95, 104], "\u5f20\u91cf\u548c\u6807\u91cf\u4e4b\u95f4\u7684\u52a0\u6cd5": 95, "\u51cf\u6cd5": 95, "\u4e58\u6cd5": [95, 248], "\u9664\u6cd5\u548c\u6307\u6570\u8fd0\u7b97\u90fd\u662f\u5728\u5f20\u91cf\u7684\u6bcf\u4e2a\u5143\u7d20\u4e0a\u5206\u5e03\u5f0f\u8fdb\u884c\u7684": 95, "\u7531\u4e8e\u8fd9\u79cd\u64cd\u4f5c\u7684\u8f93\u51fa\u5c06\u662f\u4e00\u4e2a\u5f20\u91cf": 95, "\u4f60\u53ef\u4ee5\u50cf\u901a\u5e38\u7684\u8fd0\u7b97\u7b26\u4f18\u5148\u7ea7\u89c4\u5219\u4e00\u6837\u5c06\u5b83\u4eec\u94fe\u63a5\u5728\u4e00\u8d77": 95, "\u5c31\u50cf\u6211\u4eec\u5728\u521b\u5efa": 95, "\u7684\u90a3\u4e00\u884c\u4e2d\u6240\u505a\u7684\u90a3\u6837": 95, "\u4e24\u4e2a\u5f20\u91cf\u4e4b\u95f4\u7684\u7c7b\u4f3c\u8fd0\u7b97\u4e5f\u50cf\u4f60\u76f4\u89c9\u4e0a\u671f\u671b\u7684\u90a3\u6837": 95, "powers2": 95, "dozen": [95, 166], "\u8fd9\u91cc\u9700\u8981\u6ce8\u610f\u7684\u662f": 95, "\u524d\u9762\u4ee3\u7801\u5355\u5143\u4e2d\u7684\u6240\u6709\u5f20\u91cf\u90fd\u5177\u6709\u76f8\u540c\u7684\u5f62\u72b6": 95, "\u5982\u679c\u6211\u4eec\u5c1d\u8bd5\u5728\u4e0d\u540c\u5f62\u72b6\u7684\u5f20\u91cf\u4e0a\u6267\u884c\u4e8c\u5143\u8fd0\u7b97\u4f1a\u600e\u6837": 95, "\u4e0b\u9762\u7684\u5355\u5143\u683c\u4f1a\u629b\u51fa\u4e00\u4e2a\u8fd0\u884c\u65f6\u9519\u8bef": 95, "\u8fd9\u662f\u6709\u610f\u7684": 95, "\u4e00\u822c\u60c5\u51b5\u4e0b": 95, "\u4f60\u4e0d\u80fd\u4ee5\u8fd9\u79cd\u65b9\u5f0f\u5bf9\u4e0d\u540c\u5f62\u72b6\u7684\u5f20\u91cf\u8fdb\u884c\u64cd\u4f5c": 95, "\u5373\u4f7f\u5728\u4e0a\u9762\u7684\u5355\u5143\u683c\u4e2d": 95, "\u5f20\u91cf\u5177\u6709\u76f8\u540c\u6570\u91cf\u7684\u5143\u7d20": 95, "\u5982\u679c\u4f60\u719f\u6089numpi": 95, "ndarrays\u4e2d\u7684\u5e7f\u64ad\u8bed\u4e49": 95, "\u4f60\u4f1a\u53d1\u73b0\u8fd9\u91cc\u5e94\u7528\u7684\u662f\u76f8\u540c\u7684\u89c4\u5219": 95, "\u540c\u5f62\u89c4\u5219\u7684\u4f8b\u5916\u662f": 95, "\u8fd9\u91cc\u6709\u4e00\u4e2a\u4f8b\u5b50": 95, "\u8fd9\u91cc\u7684\u6280\u5de7\u662f\u4ec0\u4e48": 95, "\u6211\u4eec\u662f\u5982\u4f55\u5c06": 95, "\u5f20\u91cf\u4e0e": 95, "\u5f20\u91cf\u76f8\u4e58\u7684": 95, "\u5e7f\u64ad\u662f\u4e00\u79cd\u5728\u5177\u6709\u76f8\u4f3c\u5f62\u72b6\u7684\u5f20\u91cf\u4e4b\u95f4\u6267\u884c\u64cd\u4f5c\u7684\u65b9\u5f0f": 95, "\u5728\u4e0a\u9762\u7684\u4f8b\u5b50\u4e2d": [95, 129], "\u4e00\u884c\u56db\u5217\u7684\u5f20\u91cf\u4e0e\u4e24\u884c\u56db\u5217\u5f20\u91cf\u7684": 95, "\u4e24\u884c": 95, "\u76f8\u4e58": 95, "\u8fd9\u662f\u6df1\u5ea6\u5b66\u4e60\u4e2d\u4e00\u4e2a\u91cd\u8981\u7684\u64cd\u4f5c": 95, "\u5e38\u89c1\u7684\u4f8b\u5b50\u662f\u5c06\u4e00\u6279\u8f93\u5165\u5f20\u91cf\u7684\u5b66\u4e60\u6743\u91cd\u5f20\u91cf\u76f8\u4e58": 95, "\u5206\u522b\u5bf9\u6279\u6b21\u4e2d\u7684\u6bcf\u4e2a\u5b9e\u4f8b\u5e94\u7528\u8be5\u64cd\u4f5c": 95, "\u5e76\u8fd4\u56de\u4e00\u4e2a\u5f62\u72b6\u76f8\u540c\u7684\u5f20\u91cf": 95, "\u5c31\u50cf\u6211\u4eec\u4e0a\u9762\u7684": 95, "\u793a\u4f8b\u4e00\u6837": 95, "\u8fd4\u56de\u4e86\u4e00\u4e2a\u5f62\u72b6\u4e3a": 95, "\u5e7f\u64ad\u7684\u89c4\u5219\u662f": 95, "\u6bcf\u4e2a\u5f20\u91cf\u5fc5\u987b\u81f3\u5c11\u6709\u4e00\u4e2a\u7ef4\u5ea6": 95, "\u4e0d\u5141\u8bb8\u7a7a\u5f20\u91cf": 95, "\u6bd4\u8f83\u4e24\u4e2a\u5f20\u91cf\u7684\u7ef4\u5ea6\u5927\u5c0f": 95, "\u4ece\u6700\u540e\u4e00\u4e2a\u5230\u7b2c\u4e00\u4e2a": 95, "\u6bcf\u4e2a\u7ef4\u5ea6\u5fc5\u987b\u76f8\u7b49": 95, "\u5176\u4e2d\u4e00\u4e2a\u7ef4\u5ea6\u5fc5\u987b\u4e3a1": 95, "\u8be5\u7ef4\u5ea6\u5728\u5176\u4e2d\u4e00\u4e2a\u5f20\u91cf\u4e2d\u4e0d\u5b58\u5728": 95, "\u5f53\u7136": [95, 227], "\u76f8\u540c\u5f62\u72b6\u7684\u5f20\u91cf\u662f": 95, "\u53ef\u5e7f\u64ad": 95, "\u6b63\u5982\u4f60\u4e4b\u524d\u770b\u5230\u7684\u90a3\u6837": 95, "\u8fd9\u91cc\u6709\u4e00\u4e9b\u7b26\u5408\u4e0a\u8ff0\u89c4\u5219\u5e76\u5141\u8bb8\u5e7f\u64ad\u7684\u60c5\u51b5\u793a\u4f8b": 95, "\u7b2c3\u548c\u7b2c2\u7ef4\u4e0ea\u76f8\u540c": 95, "\u7b2c1\u7ef4\u4e0d\u5b58\u5728": 95, "\u7b2c3\u7ef4\u4e3a1": 95, "\u7b2c2\u7ef4\u4e0ea\u76f8\u540c": 95, "\u7b2c3\u7ef4\u4e0ea\u76f8\u540c": 95, "\u7b2c2\u7ef4\u4e3a1": 95, "\u4ed4\u7ec6\u89c2\u5bdf\u4e0a\u9762\u6bcf\u4e2a\u5f20\u91cf\u7684\u503c": 95, "\u521b\u5efa": 95, "\u7684\u4e58\u6cd5\u8fd0\u7b97\u662f\u5728": 95, "\u7684\u6bcf\u4e00\u5c42\u4e0a\u5e7f\u64ad\u7684": 95, "\u5bf9\u4e8e": [95, 248], "\u8be5\u8fd0\u7b97\u5728": 95, "\u7684\u6bcf\u4e00\u5c42\u548c\u6bcf\u4e00\u884c\u4e0a\u90fd\u8fdb\u884c\u4e86\u5e7f\u64ad": 95, "\u6bcf\u4e00\u52173\u4e2a\u5143\u7d20\u90fd\u662f\u76f8\u540c\u7684": 95, "\u6211\u4eec\u98a0\u5012\u4e86\u4e00\u4e0b": 95, "\u73b0\u5728\u6bcf\u4e00\u884c\u5728\u5c42\u4e0e\u5217\u4e4b\u95f4\u90fd\u662f\u76f8\u540c\u7684": 95, "\u6709\u5173\u5e7f\u64ad\u7684\u66f4\u591a\u4fe1\u606f": 95, "\u8bf7\u53c2\u9605pytorch\u5173\u4e8e\u6b64\u7684": 95, "\u8fd9\u91cc\u6709\u4e00\u4e9b\u5c1d\u8bd5\u5e7f\u64ad\u4f46\u4f1a\u5931\u8d25\u7684\u4f8b\u5b50": 95, "\u7ef4\u5ea6\u5fc5\u987b\u4ece\u6700\u540e\u5230\u7b2c\u4e00\u4e2a\u5339\u914d": 95, "\u7b2c3\u548c\u7b2c2\u7ef4\u90fd\u4e0d\u540c": 95, "\u4e0d\u80fd\u4e0e\u7a7a\u5f20\u91cf\u8fdb\u884c\u5e7f\u64ad": 95, "\u5f20\u91cf\u6709\u8d85\u8fc7\u4e09\u767e\u79cd\u53ef\u4ee5\u6267\u884c\u7684\u64cd\u4f5c": 95, "\u8fd9\u91cc\u662f\u4e00\u4e9b\u4e3b\u8981\u64cd\u4f5c\u7c7b\u522b\u7684\u793a\u4f8b": 95, "\u5e38\u7528\u65b9\u6cd5": 95, "ceil": [95, 136], "\u4e09\u89d2\u51fd\u6570\u53ca\u5176\u53cd\u51fd\u6570": 95, "nsine": 95, "arcsin": 95, "\u4f4d\u8fd0\u7b97": 95, "nbitwis": 95, "xor": 95, "bitwise_xor": 95, "\u6bd4\u8f83\u64cd\u4f5c": 95, "nbroadcast": 95, "\u8fd4\u56de\u5e03\u5c14\u7c7b\u578b\u5f20\u91cf": 95, "\u5f52\u7ea6\u64cd\u4f5c": 95, "n\u5f52\u7ea6\u64cd\u4f5c": 95, "\u8fd4\u56de\u5355\u5143\u7d20\u5f20\u91cf": 95, "\u4ece\u8fd4\u56de\u7684\u5f20\u91cf\u4e2d\u63d0\u53d6\u503c": 95, "\u5e73\u5747\u503c": 95, "\u6807\u51c6\u5dee": 95, "prod": [95, 191], "\u6240\u6709\u6570\u5b57\u7684\u4e58\u79ef": 95, "\u8fc7\u6ee4\u552f\u4e00\u5143\u7d20": 95, "\u5411\u91cf\u548c\u7ebf\u6027\u4ee3\u6570\u8fd0\u7b97": 95, "\u5355\u4f4d\u5411\u91cf": 95, "m1": [95, 232], "\u968f\u673a\u77e9\u9635": 95, "m2": 95, "\u4e09\u500d\u5355\u4f4d\u77e9\u9635": 95, "n\u5411\u91cf\u548c\u77e9\u9635": 95, "\u5355\u4f4d\u5411\u91cf\u7684\u8d1f\u503c": 95, "m3": 95, "\u7684\u4e09\u500d": 95, "\u5947\u5f02\u503c\u5206\u89e3": 95, "\u6709\u5173\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f\u548c\u5b8c\u6574\u7684\u6570\u5b66\u51fd\u6570\u6e05\u5355": 95, "\u5927\u591a\u6570\u5f20\u91cf\u7684\u4e8c\u5143\u8fd0\u7b97\u5c06\u8fd4\u56de\u7b2c\u4e09\u4e2a\u65b0\u5f20\u91cf": 95, "\u5f53\u6211\u4eec\u8bf4": 95, "\u662f\u5f20\u91cf": 95, "\u65b0\u5f20\u91cf": 95, "\u5c06\u5360\u7528\u4e0e\u5176\u4ed6\u5f20\u91cf\u4e0d\u540c\u7684\u5185\u5b58\u533a\u57df": 95, "\u6709\u65f6\u60a8\u53ef\u80fd\u5e0c\u671b\u5c31\u5730\u4fee\u6539\u5f20\u91cf": 95, "\u5982\u679c\u60a8\u6b63\u5728\u6267\u884c\u5143\u7d20wise\u8ba1\u7b97": 95, "\u53ef\u4ee5\u4e22\u5f03\u4e2d\u95f4\u503c": 95, "\u5927\u591a\u6570\u6570\u5b66\u51fd\u6570\u90fd\u6709\u4e00\u4e2a\u5e26\u6709\u9644\u52a0\u4e0b\u5212\u7ebf": 95, "\u7684\u7248\u672c": 95, "\u5b83\u5c06\u5c31\u5730\u4fee\u6539\u5f20\u91cf": 95, "\u6b64\u64cd\u4f5c\u5728\u5185\u5b58\u4e2d\u521b\u5efa\u65b0\u5f20\u91cf": 95, "\u672a\u66f4\u6539": 95, "sin_": 95, "\u6ce8\u610f\u4e0b\u5212\u7ebf": 95, "\u88ab\u4fee\u6539": 95, "\u5bf9\u4e8e\u7b97\u672f\u8fd0\u7b97": 95, "\u6709\u4e00\u4e9b\u51fd\u6570\u7684\u884c\u4e3a\u7c7b\u4f3c": 95, "nafter": [95, 154], "\u8fd9\u4e9b\u5c31\u5730\u7b97\u672f\u51fd\u6570\u662f": 95, "\u5bf9\u8c61\u4e0a\u7684\u65b9\u6cd5": 95, "\u800c\u4e0d\u662f\u50cf\u8bb8\u591a\u5176\u4ed6\u51fd\u6570": 95, "\u90a3\u6837\u9644\u52a0\u5230": 95, "\u6a21\u5757\u4e0a": 95, "\u6b63\u5982\u4f60\u4ece": 95, "\u4e2d\u770b\u5230\u7684": 95, "\u88ab\u8c03\u7528\u7684\u5f20\u91cf\u662f\u5c31\u5730\u6539\u53d8\u7684\u90a3\u4e2a": 95, "\u8fd8\u6709\u53e6\u4e00\u79cd\u9009\u62e9": 95, "\u53ef\u4ee5\u5c06\u8ba1\u7b97\u7ed3\u679c\u653e\u5728\u4e00\u4e2a\u5df2\u7ecf\u5206\u914d\u7684\u5f20\u91cf\u4e2d": 95, "\u6211\u4eec\u5230\u76ee\u524d\u4e3a\u6b62\u770b\u5230\u7684\u8bb8\u591a\u65b9\u6cd5\u548c\u51fd\u6570": 95, "\u5305\u62ec\u521b\u5efa\u65b9\u6cd5": 95, "\u90fd\u6709\u4e00\u4e2a": 95, "\u8ba9\u4f60\u6307\u5b9a\u4e00\u4e2a\u5f20\u91cf\u6765\u63a5\u6536\u8f93\u51fa": 95, "\u5982\u679c": [95, 111, 213, 245, 247, 248], "\u5f20\u91cf\u7684\u5f62\u72b6\u548c": 95, "\u6b63\u786e": 95, "\u8fd9\u53ef\u4ee5\u5728\u4e0d\u5206\u914d\u65b0\u5185\u5b58\u7684\u60c5\u51b5\u4e0b\u53d1\u751f": 95, "old_id": 95, "\u7684\u5185\u5bb9\u5df2\u7ecf\u6539\u53d8": 95, "\u6d4b\u8bd5": [95, 237], "\u662f\u540c\u4e00\u4e2a\u5bf9\u8c61": 95, "\u800c\u4e0d\u53ea\u662f\u5305\u542b\u76f8\u7b49\u7684\u503c": 95, "\u786e\u4fdd\u6211\u4eec\u7684\u65b0": 95, "\u662f\u65e7": 95, "\u7684\u540c\u4e00\u4e2a\u5bf9\u8c61": 95, "\u5bf9\u4e8e\u521b\u5efa\u4e5f\u53ef\u4ee5": 95, "\u53c8\u4e00\u6b21\u6539\u53d8": 95, "\u4ecd\u7136\u662f\u540c\u4e00\u4e2a\u5bf9\u8c61": 95, "\u4e2d\u7684\u4efb\u4f55\u5bf9\u8c61\u4e00\u6837": 95, "\u5c06\u5f20\u91cf\u8d4b\u503c\u7ed9\u53d8\u91cf\u4f1a\u4f7f\u8be5\u53d8\u91cf\u6210\u4e3a\u5f20\u91cf\u7684": 95, "\u6807\u7b7e": [95, 227, 237, 251], "\u800c\u4e0d\u4f1a\u590d\u5236\u5b83": 95, "561": [95, 178], "\u6211\u4eec\u6539\u53d8": 95, "\u4e5f\u88ab\u6539\u53d8\u4e86": 95, "\u5982\u679c\u4f60\u60f3\u8981\u4e00\u4e2a\u5355\u72ec\u7684\u6570\u636e\u526f\u672c\u6765\u5904\u7406\u5462": 95, "\u8fd9\u65f6\u5c31\u53ef\u4ee5\u4f7f\u7528": 95, "\u5185\u5b58\u4e2d\u7684\u4e0d\u540c\u5bf9\u8c61": 95, "\u4f46\u4ecd\u7136\u5177\u6709\u76f8\u540c\u7684\u5185\u5bb9": 95, "\u6539\u53d8\u4e86": 95, "\u4f46": [95, 232, 245], "\u4ecd\u7136\u662f\u5168": 95, "\u6709\u4e00\u4e2a\u91cd\u8981\u7684\u4e8b\u60c5\u9700\u8981\u6ce8\u610f": 95, "\u5982\u679c\u4f60\u7684\u6e90\u5f20\u91cf\u542f\u7528\u4e86\u81ea\u52a8\u6c42\u5bfc": 95, "\u90a3\u4e48\u514b\u9686\u5f20\u91cf\u4e5f\u4f1a\u542f\u7528\u81ea\u52a8\u6c42\u5bfc": 95, "\u8fd9\u5c06\u5728\u5173\u4e8e\u81ea\u52a8\u6c42\u5bfc\u7684\u89c6\u9891\u4e2d\u66f4\u6df1\u5165\u5730\u4ecb\u7ecd": 95, "\u4f46\u5982\u679c\u4f60\u60f3\u4e86\u89e3\u7ec6\u8282\u7684\u7b80\u5355\u7248\u672c": 95, "\u8bf7\u7ee7\u7eed\u9605\u8bfb": 95, "\u5728\u8bb8\u591a\u60c5\u51b5\u4e0b": 95, "\u8fd9\u6b63\u662f\u4f60\u6240\u9700\u8981\u7684": 95, "\u5982\u679c\u4f60\u7684\u6a21\u578b\u5728\u5176": 95, "\u65b9\u6cd5\u4e2d\u6709\u591a\u4e2a\u8ba1\u7b97\u8def\u5f84": 95, "\u5e76\u4e14": 95, "\u539f\u59cb\u5f20\u91cf\u548c\u5b83\u7684\u514b\u9686": 95, "\u90fd\u4f1a\u5f71\u54cd\u6a21\u578b\u7684\u8f93\u51fa": 95, "\u90a3\u4e48\u4e3a\u4e86\u542f\u7528\u6a21\u578b\u5b66\u4e60": 95, "\u4f60\u5e0c\u671b\u4e24\u4e2a\u5f20\u91cf\u90fd\u542f\u7528\u81ea\u52a8\u6c42\u5bfc": 95, "\u901a\u5e38\u5982\u679c\u5b83\u662f\u4e00\u7ec4\u5b66\u4e60\u6743\u91cd\u6216\u6e90\u81ea\u6d89\u53ca\u6743\u91cd\u7684\u8ba1\u7b97": 95, "\u90a3\u4e48\u4f60\u5c31\u4f1a\u5f97\u5230\u6240\u9700\u7684\u7ed3\u679c": 95, "\u53e6\u4e00\u65b9\u9762": [95, 235, 253], "\u5982\u679c\u4f60\u6b63\u5728\u8fdb\u884c\u4e00\u4e2a\u8ba1\u7b97": 95, "\u90fd\u4e0d\u9700\u8981\u8ddf\u8e2a\u68af\u5ea6": 95, "\u90a3\u4e48\u53ea\u8981\u6e90\u5f20\u91cf\u5173\u95ed\u4e86\u81ea\u52a8\u6c42\u5bfc": 95, "\u4f60\u5c31\u53ef\u4ee5\u7ee7\u7eed\u4e86": 95, "\u8fd8\u6709\u7b2c\u4e09\u79cd\u60c5\u51b5": 95, "\u5047\u8bbe\u4f60\u5728\u6a21\u578b\u7684": 95, "\u51fd\u6570\u4e2d\u6267\u884c\u4e00\u4e2a\u8ba1\u7b97": 95, "\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u6240\u6709\u5185\u5bb9\u7684\u68af\u5ea6\u90fd\u6253\u5f00": 95, "\u4f46\u4f60\u60f3\u5728\u4e2d\u95f4\u63d0\u53d6\u4e00\u4e9b\u503c\u6765\u751f\u6210\u4e00\u4e9b\u6307\u6807": 95, "\u4f60": 95, "\u4e0d\u5e0c\u671b": 95, "\u514b\u9686\u7684\u6e90\u5f20\u91cf\u526f\u672c\u8ddf\u8e2a\u68af\u5ea6": 95, "\u5173\u95ed\u81ea\u52a8\u6c42\u5bfc\u7684\u5386\u53f2\u8bb0\u5f55\u8ddf\u8e2a\u53ef\u4ee5\u63d0\u9ad8\u6027\u80fd": 95, "\u4f60\u53ef\u4ee5\u5728\u6e90\u5f20\u91cf\u4e0a\u4f7f\u7528": 95, "\u6253\u5f00\u81ea\u52a8\u6c42\u5bfc": 95, "\u6b64\u5904\u53d1\u751f\u4e86\u4ec0\u4e48": 95, "\u6211\u4eec\u521b\u5efa\u4e86": [95, 129], "\u5e76\u5c06": [95, 222, 227, 257], "\u6211\u4eec\u8fd8\u6ca1\u6709\u4ecb\u7ecd\u8fd9\u4e2a\u53ef\u9009\u53c2\u6570": 95, "\u4f46\u5c06\u5728\u5173\u4e8e\u81ea\u52a8\u6c42\u5bfc\u7684\u5355\u5143\u4e2d\u4ecb\u7ecd": 95, "\u5b83\u544a\u8bc9\u6211\u4eec\u5c5e\u6027": 95, "\u8fd9\u610f\u5473\u7740\u81ea\u52a8\u6c42\u5bfc\u548c\u8ba1\u7b97\u5386\u53f2\u8ddf\u8e2a\u5df2\u6253\u5f00": 95, "\u6211\u4eec\u514b\u9686": 95, "\u5e76\u5c06\u5176\u6807\u8bb0\u4e3a": 95, "\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u5b83\u6b63\u5728\u8ddf\u8e2a\u5176\u8ba1\u7b97\u5386\u53f2": 95, "\u5b83\u7ee7\u627f\u4e86": 95, "\u7684\u81ea\u52a8\u6c42\u5bfc\u8bbe\u7f6e": 95, "\u5e76\u6dfb\u52a0\u5230\u4e86\u8ba1\u7b97\u5386\u53f2\u4e2d": 95, "\u4f46\u9996\u5148\u8c03\u7528": 95, "\u6211\u4eec\u770b\u4e0d\u5230\u4efb\u4f55\u8ba1\u7b97\u5386\u53f2": 95, "\u4e5f\u6ca1\u6709": 95, "\u5c06\u5f20\u91cf\u4e0e\u5176\u8ba1\u7b97\u5386\u53f2\u5206\u79bb": 95, "\u5b83\u8bf4": 95, "\u65e0\u8bba\u63a5\u4e0b\u6765\u53d1\u751f\u4ec0\u4e48": 95, "\u90fd\u50cf\u81ea\u52a8\u6c42\u5bfc\u5173\u95ed\u65f6\u90a3\u6837\u8fdb\u884c": 95, "\u5b83\u8fd9\u6837\u505a": 95, "\u5e76\u4e0d\u4f1a\u6539\u53d8": 95, "\u5f53\u6211\u4eec\u5728\u6700\u540e\u518d\u6b21\u6253\u5370": 95, "\u5b83\u4fdd\u7559\u4e86\u5176": 95, "\u7684\u4e3b\u8981\u4f18\u52bf\u4e4b\u4e00\u662f\u5728": 95, "\u517c\u5bb9\u7684": 95, "\u4e0a\u6709\u5f3a\u5927\u7684\u52a0\u901f\u80fd\u529b": 95, "\u7684\u5e76\u884c\u8ba1\u7b97\u5e73\u53f0": 95, "\u5230\u76ee\u524d\u4e3a\u6b62": [95, 232], "\u6211\u4eec\u6240\u505a\u7684\u4e00\u5207\u90fd\u662f\u5728": 95, "\u6211\u4eec\u5982\u4f55\u79fb\u52a8\u5230\u66f4\u5feb\u7684\u786c\u4ef6\u4e0a\u5462": 95, "\u6211\u4eec\u5e94\u8be5\u4f7f\u7528": 95, "\u65b9\u6cd5\u68c0\u67e5\u662f\u5426\u6709": 95, "\u53ef\u7528": 95, "\u5982\u679c\u4f60\u6ca1\u6709\u5b89\u88c5": 95, "\u9a71\u52a8\u7a0b\u5e8f": 95, "\u672c\u8282\u4e2d\u7684\u53ef\u6267\u884c\u5355\u5143\u683c\u5c06\u4e0d\u4f1a\u6267\u884c\u4efb\u4f55": 95, "\u76f8\u5173\u7684\u4ee3\u7801": 95, "\u4e00\u65e6\u6211\u4eec\u786e\u5b9a\u6709\u4e00\u4e2a\u6216\u591a\u4e2agpu\u53ef\u7528": 95, "\u6211\u4eec\u9700\u8981\u5c06\u6570\u636e\u653e\u5728gpu\u53ef\u4ee5\u8bbf\u95ee\u7684\u5730\u65b9": 95, "\u4f60\u7684cpu\u5728\u8ba1\u7b97\u673a\u7684ram\u4e0a\u5bf9\u6570\u636e\u8fdb\u884c\u8ba1\u7b97": 95, "\u4f60\u7684gpu\u6709\u4e13\u7528\u7684\u5185\u5b58\u8fde\u63a5\u5230\u5b83": 95, "\u6bcf\u5f53\u4f60\u60f3\u5728\u4e00\u4e2a\u8bbe\u5907\u4e0a\u6267\u884c\u8ba1\u7b97\u65f6": 95, "\u4f60\u5fc5\u987b\u5c06\u8be5\u8ba1\u7b97\u6240\u9700\u7684": 95, "\u6570\u636e\u79fb\u52a8\u5230\u8be5\u8bbe\u5907\u53ef\u8bbf\u95ee\u7684\u5185\u5b58\u4e2d": 95, "\u4fd7\u79f0": 95, "\u5c06\u6570\u636e\u79fb\u52a8\u5230gpu\u53ef\u8bbf\u95ee\u7684\u5185\u5b58": 95, "\u88ab\u7b80\u79f0\u4e3a": 95, "\u5c06\u6570\u636e\u79fb\u52a8\u5230gpu": 95, "\u6709\u591a\u79cd\u65b9\u5f0f\u53ef\u4ee5\u5c06\u6570\u636e\u79fb\u52a8\u5230\u76ee\u6807\u8bbe\u5907": 95, "\u4f60\u53ef\u4ee5\u5728\u521b\u5efa\u65f6\u8fd9\u6837\u505a": 95, "gpu_rand": 95, "\u65b0\u7684\u5f20\u91cf\u662f\u5728cpu\u4e0a\u521b\u5efa\u7684": 95, "\u6240\u4ee5\u6211\u4eec\u5fc5\u987b\u4f7f\u7528\u53ef\u9009\u7684": 95, "\u53c2\u6570\u6765\u6307\u5b9a\u6211\u4eec\u60f3\u5728gpu\u4e0a\u521b\u5efa\u5f20\u91cf": 95, "\u5f53\u6211\u4eec\u6253\u5370\u65b0\u7684\u5f20\u91cf\u65f6": 95, "\u4f60\u53ef\u4ee5\u770b\u5230pytorch\u4f1a\u544a\u8bc9\u6211\u4eec\u5b83\u5728\u54ea\u4e2a\u8bbe\u5907\u4e0a": 95, "\u5982\u679c\u4e0d\u5728cpu\u4e0a": 95, "\u67e5\u8be2gpu\u7684\u6570\u91cf": 95, "\u5982\u679c\u4f60\u6709\u591a\u4e2agpu": 95, "\u4f60\u53ef\u4ee5\u901a\u8fc7\u7d22\u5f15\u6307\u5b9a\u5b83\u4eec": 95, "\u4f5c\u4e3a\u7f16\u7801\u5b9e\u8df5": 95, "\u5728\u4efb\u4f55\u5730\u65b9\u90fd\u4f7f\u7528\u5b57\u7b26\u4e32\u5e38\u91cf\u6765\u6307\u5b9a\u8bbe\u5907\u662f\u76f8\u5f53\u8106\u5f31\u7684": 95, "\u65e0\u8bba\u4f60\u5728cpu\u8fd8\u662fgpu\u786c\u4ef6\u4e0a": 95, "\u4f60\u7684\u4ee3\u7801\u90fd\u5e94\u8be5\u7a33\u5065\u5730\u6267\u884c": 95, "\u4f60\u53ef\u4ee5\u901a\u8fc7\u521b\u5efa\u4e00\u4e2a\u8bbe\u5907\u53e5\u67c4\u6765\u5b9e\u73b0\u8fd9\u4e00\u70b9": 95, "\u800c\u4e0d\u662f\u4f7f\u7528\u5b57\u7b26\u4e32\u4f20\u9012\u7ed9\u4f60\u7684\u5f20\u91cf": 95, "my_devic": 95, "\u5982\u679c\u4f60\u6709\u4e00\u4e2a\u5df2\u7ecf\u5b58\u5728\u4e8e\u4e00\u4e2a\u8bbe\u5907\u4e0a\u7684\u5f20\u91cf": 95, "\u65b9\u6cd5\u5c06\u5b83\u79fb\u52a8\u5230\u53e6\u4e00\u4e2a\u8bbe\u5907": 95, "\u4e0b\u9762\u4e00\u884c\u4ee3\u7801\u5728cpu\u4e0a\u521b\u5efa\u4e00\u4e2a\u5f20\u91cf": 95, "\u5e76\u5c06\u5b83\u79fb\u52a8\u5230\u4f60\u5728\u4e0a\u4e00\u4e2a\u5355\u5143\u683c\u4e2d\u83b7\u53d6\u7684\u4efb\u4f55\u8bbe\u5907\u53e5\u67c4\u4e0a": 95, "\u91cd\u8981\u7684\u662f\u8981\u77e5\u9053": 95, "\u4e3a\u4e86\u8fdb\u884c\u6d89\u53ca\u4e24\u4e2a\u6216\u591a\u4e2a\u5f20\u91cf\u7684\u8ba1\u7b97": 95, "\u6240\u6709\u5f20\u91cf\u5fc5\u987b\u5728\u540c\u4e00\u8bbe\u5907\u4e0a": 95, "\u65e0\u8bba\u4f60\u662f\u5426\u6709gpu\u8bbe\u5907\u53ef\u7528": 95, "\u4ee5\u4e0b\u4ee3\u7801\u90fd\u4f1a\u629b\u51fa\u8fd0\u884c\u65f6\u9519\u8bef": 95, "thrown": [95, 193, 207], "\u6709\u65f6": 95, "\u4f60\u9700\u8981\u6539\u53d8\u5f20\u91cf\u7684\u5f62\u72b6": 95, "\u6211\u4eec\u5c06\u770b\u4e00\u4e9b\u5e38\u89c1\u7684\u60c5\u51b5": 95, "\u4ee5\u53ca\u5982\u4f55\u5904\u7406\u5b83\u4eec": 95, "\u4f60\u53ef\u80fd\u9700\u8981\u6539\u53d8\u7ef4\u5ea6\u6570\u91cf\u7684\u4e00\u79cd\u60c5\u51b5\u662f\u5c06\u5355\u4e2a\u5b9e\u4f8b\u8f93\u5165\u5230\u4f60\u7684\u6a21\u578b\u4e2d": 95, "pytorch\u6a21\u578b": 95, "\u901a\u5e38\u671f\u671b\u8f93\u5165": 95, "\u6570\u636e": [95, 237], "\u5047\u8bbe\u6709\u4e00\u4e2a\u6a21\u578b\u53ef\u4ee5\u5904\u74063x226x226\u7684\u56fe\u50cf": 95, "\u4e00\u4e2a226\u50cf\u7d20\u7684\u6b63\u65b9\u5f62": 95, "\u67093\u4e2a\u989c\u8272\u901a\u9053": 95, "\u5f53\u4f60\u52a0\u8f7d\u548c\u8f6c\u6362\u5b83\u65f6": 95, "\u4f60\u4f1a\u5f97\u5230\u4e00\u4e2a\u5f62\u72b6\u4e3a": 95, "226": 95, "\u4f46\u662f\u4f60\u7684\u6a21\u578b": 95, "\u671f\u671b\u8f93\u5165\u5f62\u72b6\u4e3a": 95, "\u662f\u6279\u6b21\u4e2d\u56fe\u50cf\u7684\u6570\u91cf": 95, "\u90a3\u4e48\u5982\u4f55\u521b\u5efa\u4e00\u4e2a\u6279\u6b21\u5927\u5c0f\u4e3a1\u7684\u8f93\u5165\u5462": 95, "\u65b9\u6cd5\u6dfb\u52a0\u4e86\u4e00\u4e2a\u5927\u5c0f\u4e3a1\u7684\u7ef4\u5ea6": 95, "\u5728\u6700\u524d\u9762\u6dfb\u52a0\u4e86\u4e00\u4e2a\u65b0\u76840\u7ef4\u5ea6": 95, "\u73b0\u5728\u4f60\u6709\u4e86\u4e00\u4e2a\u6279\u6b21\u5927\u5c0f\u4e3a1\u7684\u8f93\u5165": 95, "\u90a3\u4e48\u5982\u679c\u662f": 95, "\u53bb\u9664": 95, "\u591a\u4f59\u76841\u7ef4\u5ea6\u5462": 95, "\u6211\u4eec\u6240\u8bf4\u7684\u6324\u538b": 95, "\u5c31\u662f\u5229\u7528\u4e86": 95, "\u4efb\u4f55\u5927\u5c0f\u4e3a1\u7684\u7ef4\u5ea6": 95, "\u4e0d\u4f1a": 95, "\u6539\u53d8\u5f20\u91cf\u4e2d\u5143\u7d20\u7684\u6570\u91cf\u8fd9\u4e00\u4e8b\u5b9e": 95, "\u7ee7\u7eed\u4e0a\u9762\u7684\u4f8b\u5b50": 95, "\u5047\u8bbe\u6a21\u578b\u7684\u8f93\u51fa\u662f\u4e00\u4e2a20\u5143\u7d20\u7684\u5411\u91cf": 95, "\u5bf9\u4e8e\u6bcf\u4e2a\u8f93\u5165": 95, "\u90a3\u4e48\u4f60\u4f1a\u671f\u671b\u8f93\u51fa\u7684\u5f62\u72b6\u4e3a": 95, "\u662f\u8f93\u5165\u6279\u6b21\u4e2d\u7684\u5b9e\u4f8b\u6570\u91cf": 95, "\u8fd9\u610f\u5473\u7740\u5bf9\u4e8e\u6211\u4eec\u7684\u5355\u8f93\u5165\u6279\u6b21": 95, "\u6211\u4eec\u4f1a\u5f97\u5230\u5f62\u72b6\u4e3a": 95, "\u7684\u8f93\u51fa": [95, 237], "\u5982\u679c\u4f60\u60f3\u5bf9\u8be5\u8f93\u51fa\u8fdb\u884c\u4e00\u4e9b": 95, "\u975e\u6279\u6b21": 95, "\u4e00\u4e9b\u53ea\u671f\u671b20\u5143\u7d20\u5411\u91cf\u7684\u8ba1\u7b97": 95, "\u8be5\u600e\u4e48\u529e": 95, "\u4f60\u53ef\u4ee5\u4ece\u5f62\u72b6\u770b\u51fa": 95, "\u6211\u4eec\u7684\u4e8c\u7ef4\u5f20\u91cf\u73b0\u5728\u53d8\u6210\u4e86\u4e00\u7ef4\u7684": 95, "\u5982\u679c\u4f60\u4ed4\u7ec6\u89c2\u5bdf\u4e0a\u9762\u5355\u5143\u683c\u7684\u8f93\u51fa": 95, "\u4f60\u4f1a\u53d1\u73b0\u6253\u5370": 95, "\u65f6\u4f1a\u663e\u793a\u4e00\u7ec4": 95, "\u989d\u5916": 95, "\u7684\u65b9\u62ec\u53f7": 95, "\u8fd9\u662f\u56e0\u4e3a\u591a\u4e86\u4e00\u4e2a\u7ef4\u5ea6": 95, "\u4f60\u53ea\u80fd\u5bf9\u5927\u5c0f\u4e3a1\u7684\u7ef4\u5ea6\u6267\u884c": 95, "\u770b\u4e0a\u9762\u6211\u4eec\u5c1d\u8bd5\u5bf9\u5927\u5c0f\u4e3a2\u7684\u7ef4\u5ea6": 95, "\u8fdb\u884c\u6324\u538b": 95, "\u5f97\u5230\u7684\u5f62\u72b6\u4e0e\u5f00\u59cb\u65f6\u76f8\u540c": 95, "\u7684\u8c03\u7528\u53ea\u80fd\u4f5c\u7528\u4e8e\u5927\u5c0f\u4e3a1\u7684\u7ef4\u5ea6": 95, "\u56e0\u4e3a\u5bf9\u5176\u4ed6\u7ef4\u5ea6\u64cd\u4f5c\u4f1a\u6539\u53d8\u5f20\u91cf\u4e2d\u5143\u7d20\u7684\u6570\u91cf": 95, "\u4f60\u53ef\u80fd\u4f1a\u4f7f\u7528": 95, "\u7684\u53e6\u4e00\u4e2a\u573a\u666f\u662f\u4e3a\u4e86\u65b9\u4fbf\u5e7f\u64ad\u64cd\u4f5c": 95, "\u56de\u60f3\u4e00\u4e0b\u4e0a\u9762\u7684\u4f8b\u5b50": 95, "\u6211\u4eec\u6709\u4ee5\u4e0b\u4ee3\u7801": 95, "\u5176\u51c0\u6548\u679c\u662f\u5728\u7ef4\u5ea60\u548c2\u4e0a\u8fdb\u884c\u5e7f\u64ad\u64cd\u4f5c": 95, "\u5bfc\u81f4\u5f62\u72b6\u4e3a3x1\u7684\u968f\u673a\u5f20\u91cf\u4e0e": 95, "\u4e2d\u7684\u6bcf\u4e00\u52173\u5143\u7d20\u9010\u5143\u7d20\u76f8\u4e58": 95, "\u5982\u679c\u968f\u673a\u5411\u91cf\u53ea\u662f\u4e00\u4e2a3\u5143\u7d20\u5411\u91cf\u5462": 95, "\u6211\u4eec\u5c31\u5931\u53bb\u4e86\u5e7f\u64ad\u7684\u80fd\u529b": 95, "\u56e0\u4e3a\u6700\u540e\u7684\u7ef4\u5ea6\u4e0d\u4f1a\u6839\u636e\u5e7f\u64ad\u89c4\u5219\u5339\u914d": 95, "\u53ef\u4ee5\u89e3\u6551\u6211\u4eec": 95, "\u8bd5\u56fe\u5c06": 95, "\u4f1a\u5bfc\u81f4\u8fd0\u884c\u65f6\u9519\u8bef": 95, "\u53d8\u6210\u4e8c\u7ef4\u5f20\u91cf": 95, "\u5728\u672b\u5c3e\u6dfb\u52a0\u65b0\u7ef4\u5ea6": 95, "\u5e7f\u64ad\u518d\u6b21\u751f\u6548": 95, "\u65b9\u6cd5\u4e5f\u6709\u672c\u5730\u7248\u672c": 95, "batch_m": 95, "\u6709\u65f6\u4f60\u9700\u8981\u66f4\u5f7b\u5e95\u5730\u6539\u53d8\u5f20\u91cf\u7684\u5f62\u72b6": 95, "\u540c\u65f6\u4fdd\u7559\u5143\u7d20\u6570\u91cf\u548c\u5185\u5bb9\u4e0d\u53d8": 95, "\u4e00\u79cd\u60c5\u51b5\u662f\u5728\u6a21\u578b\u7684\u5377\u79ef\u5c42\u548c\u7ebf\u6027\u5c42\u4e4b\u95f4\u7684\u63a5\u53e3": 95, "\u8fd9\u5728\u56fe\u50cf\u5206\u7c7b\u6a21\u578b\u4e2d\u5f88\u5e38\u89c1": 95, "\u5377\u79ef\u6838\u4f1a\u4ea7\u751f\u5f62\u72b6\u4e3a": 95, "\u4f46\u63a5\u4e0b\u6765\u7684\u7ebf\u6027\u5c42\u671f\u671b\u4e00\u7ef4\u8f93\u5165": 95, "\u53ef\u4ee5\u4e3a\u4f60\u505a\u8fd9\u4ef6\u4e8b": 95, "\u53ea\u8981\u4f60\u8bf7\u6c42\u7684\u7ef4\u5ea6\u4e0e\u8f93\u5165\u5f20\u91cf\u5177\u6709\u76f8\u540c\u6570\u91cf\u7684\u5143\u7d20\u5373\u53ef": 95, "output3d": 95, "input1d": 95, "\u4e0a\u9762\u6700\u540e\u4e00\u884c\u5355\u5143\u683c\u4e2d\u7684": 95, "\u53c2\u6570\u662f\u56e0\u4e3apytorch\u5728\u6307\u5b9a\u5f20\u91cf\u5f62\u72b6\u65f6": 95, "\u671f\u671b\u4e00\u4e2a": 95, "\u5143\u7ec4": 95, "\u4f46\u5f53\u5f62\u72b6\u662f\u65b9\u6cd5\u7684\u7b2c\u4e00\u4e2a\u53c2\u6570\u65f6": 95, "\u5b83\u5141\u8bb8\u6211\u4eec\u53ea\u4f7f\u7528\u4e00\u7cfb\u5217\u6574\u6570": 95, "\u6211\u4eec\u5fc5\u987b\u6dfb\u52a0\u62ec\u53f7\u548c\u9017\u53f7\u6765\u8bf4\u670d\u8be5\u65b9\u6cd5\u8fd9\u786e\u5b9e\u662f\u4e00\u4e2a\u5355\u5143\u7d20\u5143\u7ec4": 95, "\u5f53\u53ef\u80fd\u65f6": 95, "\u4f1a\u8fd4\u56de\u8be5\u5f20\u91cf\u7684": 95, "\u89c6\u56fe": 95, "\u4e5f\u5c31\u662f\u4e00\u4e2a\u5355\u72ec\u7684\u5f20\u91cf\u5bf9\u8c61": 95, "\u67e5\u770b\u76f8\u540c\u7684\u5e95\u5c42\u5185\u5b58\u533a\u57df": 95, "\u8fd9\u4e00\u70b9\u5f88\u91cd\u8981": 95, "\u8fd9\u610f\u5473\u7740\u5bf9\u6e90\u5f20\u91cf\u6240\u505a\u7684\u4efb\u4f55\u66f4\u6539\u90fd\u4f1a\u53cd\u6620\u5728\u8be5\u5f20\u91cf\u7684\u89c6\u56fe\u4e0a": 95, "\u9664\u975e\u4f60": 95, "\u786e\u5b9e\u6709\u4e00\u4e9b\u6761\u4ef6": 95, "\u8d85\u51fa\u4e86\u672c\u4ecb\u7ecd\u7684\u8303\u56f4": 95, "\u5fc5\u987b\u8fd4\u56de\u6570\u636e\u7684\u526f\u672c": 95, "kinship": 95, "numpy_arrai": 95, "pytorch_tensor": 95, "pytorch_rand": 95, "numpy_rand": 95, "\u5728\u8fc7\u53bb\u7684\u89c6\u9891\u4e2d": 96, "\u6211\u4eec\u8ba8\u8bba\u5e76\u6f14\u793a\u4e86": 96, "\u6a21\u5757\u4e2d\u7684\u795e\u7ecf\u7f51\u7edc\u5c42\u548c\u51fd\u6570\u6784\u5efa\u6a21\u578b": 96, "\u81ea\u52a8\u68af\u5ea6\u8ba1\u7b97\u7684\u673a\u5236": 96, "\u8fd9\u662f\u57fa\u4e8e\u68af\u5ea6\u7684\u6a21\u578b\u8bad\u7ec3\u7684\u6838\u5fc3": 96, "\u53ef\u89c6\u5316\u8bad\u7ec3\u8fdb\u5ea6\u548c\u5176\u4ed6\u6d3b\u52a8": 96, "\u5728\u672c\u89c6\u9891\u4e2d": 96, "\u6211\u4eec\u5c06\u4e3a\u60a8\u7684\u5e93\u5b58\u6dfb\u52a0\u4e00\u4e9b\u65b0\u5de5\u5177": 96, "\u6211\u4eec\u5c06\u719f\u6089\u6570\u636e\u96c6\u548c\u6570\u636e\u52a0\u8f7d\u5668\u62bd\u8c61": 96, "\u4ee5\u53ca\u5b83\u4eec\u5982\u4f55\u7b80\u5316\u5411\u6a21\u578b\u8bad\u7ec3\u5faa\u73af\u63d0\u4f9b\u6570\u636e\u7684\u8fc7\u7a0b": 96, "\u6211\u4eec\u5c06\u8ba8\u8bba\u7279\u5b9a\u7684\u635f\u5931\u51fd\u6570\u4ee5\u53ca\u4f55\u65f6\u4f7f\u7528\u5b83\u4eec": 96, "\u6211\u4eec\u5c06\u4e86\u89e3": 96, "\u5b83\u4eec\u5b9e\u73b0\u4e86\u6839\u636e\u635f\u5931\u51fd\u6570\u7684\u7ed3\u679c\u8c03\u6574\u6a21\u578b\u6743\u91cd\u7684\u7b97\u6cd5": 96, "\u6211\u4eec\u5c06\u628a\u6240\u6709\u8fd9\u4e9b\u7ed3\u5408\u8d77\u6765": 96, "\u770b\u4e00\u4e2a\u5b8c\u6574\u7684": 96, "\u8bad\u7ec3\u5faa\u73af\u7684\u5b9e\u9645\u8fd0\u884c": 96, "\u7c7b\u5c01\u88c5\u4e86\u4ece\u5b58\u50a8\u4e2d\u63d0\u53d6\u6570\u636e\u5e76\u4ee5\u6279\u6b21\u5f62\u5f0f\u66b4\u9732\u7ed9\u8bad\u7ec3\u5faa\u73af\u7684\u8fc7\u7a0b": 96, "\u8d1f\u8d23\u8bbf\u95ee\u548c\u5904\u7406\u5355\u4e2a\u6570\u636e\u5b9e\u4f8b": 96, "\u4e2d\u63d0\u53d6\u6570\u636e\u5b9e\u4f8b": 96, "\u65e0\u8bba\u662f\u81ea\u52a8\u63d0\u53d6\u8fd8\u662f\u4f7f\u7528\u60a8\u5b9a\u4e49\u7684\u91c7\u6837\u5668": 96, "\u5c06\u5b83\u4eec\u6536\u96c6\u5230\u6279\u6b21\u4e2d": 96, "\u5e76\u8fd4\u56de\u7ed9\u60a8\u7684\u8bad\u7ec3\u5faa\u73af\u8fdb\u884c\u6d88\u8d39": 96, "\u53ef\u4ee5\u4e0e\u6240\u6709\u7c7b\u578b\u7684\u6570\u636e\u96c6\u4e00\u8d77\u4f7f\u7528": 96, "\u65e0\u8bba\u5b83\u4eec\u5305\u542b\u4ec0\u4e48\u7c7b\u578b\u7684\u6570\u636e": 96, "\u5bf9\u4e8e\u672c\u6559\u7a0b": [96, 220, 234, 243, 244, 249, 250, 251], "\u63d0\u4f9b\u7684": 96, "\u6765\u96f6\u4e2d\u5fc3\u548c\u6807\u51c6\u5316\u56fe\u50cf\u74e6\u7247\u5185\u5bb9\u7684\u5206\u5e03": 96, "\u5e76\u4e0b\u8f7d\u8bad\u7ec3\u548c\u9a8c\u8bc1\u6570\u636e\u5206\u5272": 96, "datetim": [96, 122, 147], "\u521b\u5efa\u8bad\u7ec3\u548c\u9a8c\u8bc1\u6570\u636e\u96c6": 96, "\u5982\u679c\u9700\u8981\u5219\u4e0b\u8f7d": 96, "\u4e3a\u6211\u4eec\u7684\u6570\u636e\u96c6\u521b\u5efa\u6570\u636e\u52a0\u8f7d\u5668": 96, "\u8bad\u7ec3\u65f6\u6253\u4e71": 96, "\u9a8c\u8bc1\u65f6\u4e0d\u6253\u4e71": 96, "\u7c7b\u522b\u6807\u7b7e": 96, "\u62a5\u544a\u5206\u5272\u5927\u5c0f": 96, "\u8bad\u7ec3\u96c6\u6709": 96, "\u4e2a\u5b9e\u4f8b": 96, "\u9a8c\u8bc1\u96c6\u6709": 96, "\u50cf\u5f80\u5e38\u4e00\u6837": 96, "\u8ba9\u6211\u4eec\u53ef\u89c6\u5316\u6570\u636e\u4f5c\u4e3a\u5065\u5168\u6027\u68c0\u67e5": 96, "\u53cd\u6807\u51c6\u5316": 96, "\u6211\u4eec\u5728\u672c\u4f8b\u4e2d\u4f7f\u7528\u7684\u6a21\u578b\u662f": 96, "\u7684\u53d8\u4f53": 96, "\u5982\u679c\u60a8\u89c2\u770b\u4e86\u672c\u7cfb\u5217\u7684\u524d\u51e0\u4e2a\u89c6\u9891": 96, "\u5e94\u8be5\u4f1a\u5f88\u719f\u6089": 96, "\u6a21\u578b\u7ee7\u627f\u81ea": 96, "garmentclassifi": 96, "\u5bf9\u4e8e\u672c\u4f8b": [96, 211, 237], "\u6211\u4eec\u5c06\u4f7f\u7528\u4ea4\u53c9\u71b5\u635f\u5931": 96, "\u4e3a\u4e86\u6f14\u793a\u76ee\u7684": 96, "\u6211\u4eec\u5c06\u521b\u5efa\u865a\u62df\u8f93\u51fa\u548c\u6807\u7b7e\u503c\u7684\u6279\u6b21": 96, "\u5c06\u5b83\u4eec\u901a\u8fc7\u635f\u5931\u51fd\u6570": 96, "\u5e76\u68c0\u67e5\u7ed3\u679c": 96, "\u635f\u5931\u51fd\u6570\u671f\u671b\u6570\u636e\u4ee5\u6279\u6b21\u5f62\u5f0f": 96, "\u6240\u4ee5\u6211\u4eec\u521b\u5efa\u4e86": 96, "\u4e2a\u6279\u6b21": 96, "\u8868\u793a\u6a21\u578b\u5bf9\u7ed9\u5b9a\u8f93\u5165\u7684": 96, "\u4e2a\u7c7b\u522b\u4e2d\u6bcf\u4e00\u4e2a\u7684\u7f6e\u4fe1\u5ea6": 96, "dummy_output": 96, "\u8868\u793a\u6b63\u786e\u7684\u7c7b\u522b\u5728\u6d4b\u8bd5\u7684": 96, "\u4e2a\u7c7b\u522b\u4e2d": 96, "dummy_label": 96, "\u6b64\u6279\u6b21\u7684\u603b\u635f\u5931": 96, "\u6211\u4eec\u5c06\u4f7f\u7528\u5e26\u52a8\u91cf\u7684\u7b80\u5355\u968f\u673a\u68af\u5ea6\u4e0b\u964d": 96, "\u5c1d\u8bd5\u4e00\u4e9b\u4f18\u5316\u65b9\u6848\u7684\u53d8\u4f53\u4f1a\u5f88\u6709\u542f\u53d1\u6027": 96, "\u5b66\u4e60\u7387\u51b3\u5b9a\u4e86\u4f18\u5316\u5668\u91c7\u53d6\u7684\u6b65\u957f\u5927\u5c0f": 96, "\u4e0d\u540c\u7684\u5b66\u4e60\u7387\u5bf9\u60a8\u7684\u8bad\u7ec3\u7ed3\u679c\u6709\u4f55\u5f71\u54cd": 96, "\u5728\u51c6\u786e\u6027\u548c\u6536\u655b\u65f6\u95f4\u65b9\u9762": 96, "\u52a8\u91cf\u5728\u591a\u4e2a\u6b65\u9aa4\u4e2d\u5c06\u4f18\u5316\u5668\u63a8\u5411\u6700\u5f3a\u68af\u5ea6\u7684\u65b9\u5411": 96, "\u6539\u53d8\u8fd9\u4e2a\u503c\u4f1a\u5bf9\u7ed3\u679c\u4ea7\u751f\u4ec0\u4e48\u5f71\u54cd": 96, "\u5c1d\u8bd5\u4e00\u4e9b\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5": 96, "\u5982\u5e73\u5747": 96, "\u60a8\u7684\u7ed3\u679c\u6709\u4f55\u4e0d\u540c": 96, "\u5305\u4e2d\u6307\u5b9a\u4f18\u5316\u5668": 96, "\u6211\u4eec\u6709\u4e00\u4e2a\u6267\u884c\u4e00\u4e2a\u8bad\u7ec3\u5468\u671f\u7684\u51fd\u6570": 96, "\u679a\u4e3e\u6570\u636e": 96, "\u5e76\u5728\u5faa\u73af\u7684\u6bcf\u4e00\u6b21\u901a\u8fc7\u65f6\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c": 96, "\u83b7\u53d6\u4e00\u6279\u8bad\u7ec3\u6570\u636e": 96, "\u5c06\u4f18\u5316\u5668\u7684\u68af\u5ea6\u5f52\u96f6": 96, "\u6267\u884c\u63a8\u7406": 96, "\u4e5f\u5c31\u662f\u4ece\u6a21\u578b\u83b7\u53d6\u8f93\u5165\u6279\u6b21\u7684\u9884\u6d4b": 96, "\u8ba1\u7b97\u8be5\u7ec4\u9884\u6d4b\u4e0e\u6570\u636e\u96c6\u4e0a\u7684\u6807\u7b7e\u4e4b\u95f4\u7684\u635f\u5931": 96, "\u8ba1\u7b97\u5b66\u4e60\u6743\u91cd\u7684\u53cd\u5411\u68af\u5ea6": 96, "\u544a\u8bc9\u4f18\u5316\u5668\u6267\u884c\u4e00\u4e2a\u5b66\u4e60\u6b65\u9aa4": 96, "\u4e5f\u5c31\u662f\u6839\u636e\u6211\u4eec\u9009\u62e9\u7684\u4f18\u5316\u7b97\u6cd5": 96, "\u57fa\u4e8e\u8be5\u6279\u6b21\u89c2\u5bdf\u5230\u7684\u68af\u5ea6\u6765\u8c03\u6574\u6a21\u578b\u7684\u5b66\u4e60\u6743\u91cd": 96, "\u5b83\u6bcf": 96, "\u4e2a\u6279\u6b21\u62a5\u544a\u4e00\u6b21\u635f\u5931": 96, "\u5b83\u62a5\u544a\u6700\u540e": 96, "\u4e2a\u6279\u6b21\u7684\u5e73\u5747\u6bcf\u6279\u6b21\u635f\u5931": 96, "\u4ee5\u4fbf\u4e0e\u9a8c\u8bc1\u8fd0\u884c\u8fdb\u884c\u6bd4\u8f83": 96, "epoch_index": 96, "tb_writer": 96, "last_loss": 96, "\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u8ddf\u8e2a\u6279\u6b21\u7d22\u5f15\u5e76\u8fdb\u884c\u4e00\u4e9b\u5468\u671f\u5185\u62a5\u544a": 96, "\u6bcf\u4e2a\u6570\u636e\u5b9e\u4f8b\u90fd\u662f\u4e00\u4e2a\u8f93\u5165": 96, "\u6807\u7b7e\u5bf9": 96, "\u5bf9\u4e8e\u6bcf\u4e2a\u6279\u6b21": 96, "\u5bf9\u8be5\u6279\u6b21\u8fdb\u884c\u9884\u6d4b": 96, "\u8ba1\u7b97\u635f\u5931\u53ca\u5176\u68af\u5ea6": 96, "\u8c03\u6574\u5b66\u4e60\u6743\u91cd": 96, "\u6536\u96c6\u6570\u636e\u5e76\u62a5\u544a": 96, "\u6bcf\u6279\u6b21\u635f\u5931": 96, "tb_x": 96, "\u6211\u4eec\u6bcf\u4e2a\u5468\u671f\u9700\u8981\u505a\u7684\u4e8b\u60c5\u6709": 96, "\u901a\u8fc7\u68c0\u67e5\u672a\u7528\u4e8e\u8bad\u7ec3\u7684\u4e00\u7ec4\u6570\u636e\u4e0a\u7684\u76f8\u5bf9\u635f\u5931\u6765\u6267\u884c\u9a8c\u8bc1": 96, "\u5e76\u62a5\u544a\u8fd9\u4e00\u70b9": 96, "\u4fdd\u5b58\u6a21\u578b\u7684\u526f\u672c": 96, "\u6211\u4eec\u5c06\u5728": 96, "\u4e2d\u8fdb\u884c\u62a5\u544a": 96, "\u8fd9\u9700\u8981\u8f6c\u5230\u547d\u4ee4\u884c\u542f\u52a8": 96, "\u5e76\u5728\u53e6\u4e00\u4e2a\u6d4f\u89c8\u5668\u9009\u9879\u5361\u4e2d\u6253\u5f00\u5b83": 96, "\u5728\u5355\u72ec\u7684\u5355\u5143\u683c\u4e2d\u521d\u59cb\u5316": 96, "\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u8f7b\u677e\u5730\u5c06\u66f4\u591a\u5468\u671f\u6dfb\u52a0\u5230\u540c\u4e00\u8fd0\u884c\u4e2d": 96, "timestamp": [96, 128, 144], "strftime": [96, 122, 147], "fashion_trainer_": 96, "epoch_numb": 96, "best_vloss": 96, "\u5468\u671f": 96, "\u786e\u4fdd\u68af\u5ea6\u8ddf\u8e2a\u5df2\u6253\u5f00": 96, "\u5e76\u5bf9\u6570\u636e\u8fdb\u884c\u4e00\u6b21\u4f20\u9012": 96, "\u5c06\u6a21\u578b\u8bbe\u7f6e\u4e3a\u8bc4\u4f30\u6a21\u5f0f": 96, "\u7981\u7528": 96, "\u5e76\u4f7f\u7528\u6279\u91cf\u89c4\u8303\u5316\u7684\u7fa4\u4f53\u7edf\u8ba1\u6570\u636e": 96, "\u7981\u7528\u68af\u5ea6\u8ba1\u7b97\u5e76\u51cf\u5c11\u5185\u5b58\u6d88\u8017": 96, "\u6709\u6548": 96, "\u5bf9\u4e8e\u8bad\u7ec3\u548c\u9a8c\u8bc1": 96, "\u8bad\u7ec3\u4e0e\u9a8c\u8bc1\u635f\u5931": 96, "\u8ddf\u8e2a\u6700\u4f73\u6027\u80fd": 96, "\u5e76\u4fdd\u5b58\u6a21\u578b\u7684\u72b6\u6001": 96, "model_path": [96, 223], "\u8981\u52a0\u8f7d\u4fdd\u5b58\u7684\u6a21\u578b\u7248\u672c": 96, "\u4e00\u65e6\u52a0\u8f7d\u4e86\u6a21\u578b": 96, "\u5b83\u5c31\u53ef\u4ee5\u7528\u4e8e\u60a8\u9700\u8981\u7684\u4efb\u4f55\u4e8b\u60c5": 96, "\u66f4\u591a\u8bad\u7ec3": 96, "\u63a8\u7406\u6216\u5206\u6790": 96, "\u5982\u679c\u60a8\u7684\u6a21\u578b\u6709\u5f71\u54cd\u6a21\u578b\u7ed3\u6784\u7684\u6784\u9020\u51fd\u6570\u53c2\u6570": 96, "\u60a8\u9700\u8981\u63d0\u4f9b\u5b83\u4eec\u5e76\u4ee5\u4e0e\u4fdd\u5b58\u65f6\u76f8\u540c\u7684\u65b9\u5f0f\u914d\u7f6e\u6a21\u578b": 96, "\u4e0a\u7684\u6570\u636e\u5de5\u5177\u6587\u6863": 96, "\u5173\u4e8e\u4f7f\u7528\u56fa\u5b9a\u5185\u5b58\u8fdb\u884c": 96, "\u8bad\u7ec3\u7684\u8bf4\u660e": 96, "\u4e2d\u53ef\u7528\u6570\u636e\u96c6\u7684\u6587\u6863": 96, "\u4e2d\u53ef\u7528\u635f\u5931": 96, "trainingyt": 96, "alexandro": 97, "chariton": 97, "computation": [97, 172], "lightweight": [97, 121, 157], "drone": 97, "4gb": [97, 153, 159, 224], "satur": [97, 200], "subtract": 97, "greedi": [97, 113, 118, 137, 147, 161], "transforms_cifar": 97, "test_dataset": [97, 115], "num_images_to_keep": 97, "50_000": [97, 160], "train_load": [97, 122, 123, 130, 163, 167, 169, 221, 222, 255], "extractor": [97, 172], "neuron": 97, "deepnn": 97, "lightnn": 97, "detriment": 97, "denot": [97, 99, 102, 190, 191, 194, 264], "nn_deep": 97, "test_accuracy_deep": 97, "nn_light": 97, "new_nn_light": 97, "conclud": [97, 131, 150, 201], "total_params_deep": 97, "total_params_light": 97, "test_accuracy_light_c": 97, "interven": 97, "soft": [97, 161], "mistaken": 97, "valuabl": [97, 166, 194], "alon": [97, 112, 124, 166, 170], "meaningfulli": 97, "smoother": 97, "soft_target_loss_weight": 97, "ce_loss_weight": 97, "train_knowledge_distil": 97, "ce_loss": 97, "teacher_logit": 97, "student_logit": 97, "soft_target": 97, "soft_prob": 97, "soft_targets_loss": 97, "label_loss": 97, "ce": [97, 166], "test_accuracy_light_ce_and_kd": 97, "kd": 97, "coeffici": 97, "convei": [97, 201], "naiv": [97, 125, 146, 155, 165, 194], "rational": 97, "capac": [97, 132, 160, 161, 172], "cosineembeddingloss": [97, 110], "obvious": [97, 101, 164], "somehow": [97, 103], "modifieddeepnncosin": 97, "flattened_conv_output": 97, "flattened_conv_output_after_pool": 97, "avg_pool1d": 97, "modifiedlightnncosin": 97, "modified_nn_deep": 97, "deep_nn": 97, "modified_deep_nn": 97, "modified_nn_light": 97, "hidden_represent": 97, "sample_input": [97, 210, 248], "total_class": 97, "hidden_representation_s": 97, "train_cosine_loss": 97, "hidden_rep_loss_weight": 97, "cosine_loss": 97, "teacher_hidden_represent": 97, "student_hidden_represent": 97, "hidden_rep_loss": 97, "test_multiple_output": 97, "disregard": 97, "test_accuracy_light_ce_and_cosine_loss": 97, "convolutional_fe_output_stud": 97, "convolutional_fe_output_teach": 97, "modifieddeepnnregressor": 97, "conv_feature_map": 97, "modifiedlightnnregressor": 97, "regressor_output": 97, "train_mse_loss": 97, "feature_map_weight": 97, "teacher_feature_map": 97, "regressor_feature_map": 97, "modified_nn_light_reg": 97, "modified_nn_deep_reg": 97, "test_accuracy_light_ce_and_mse_loss": 97, "cosineloss": 97, "wiggl": 97, "regressorms": 97, "hinton": [97, 127], "vinyal": 97, "dean": 97, "workshop": 97, "romero": 97, "balla": 97, "kahou": 97, "chassang": 97, "gatta": 97, "bengio": 97, "fitnet": 97, "thin": [97, 264], "confer": 97, "knowledge_distillation_tutori": 97, "kit": 98, "dynet": [98, 100], "opposit": [98, 191], "theano": [98, 100], "kera": [98, 100, 111], "difficult": [98, 113, 146, 154, 166, 192, 196, 206], "constitu": 98, "roughli": [98, 122, 134, 145, 150, 182], "fat": [98, 113], "exception": 98, "entiti": [98, 103, 176, 264], "recognit": 98, "tagger": 98, "ner": 98, "sound": [98, 101, 174, 175], "scari": 98, "viterbi": [98, 102], "sum_": [98, 103, 161], "psi_i": 98, "sum_i": 98, "partit": [98, 121, 124, 136, 150], "emiss": 98, "textbf": 98, "psi_": 98, "y_i": [98, 102], "x_i": [98, 99], "tran": [98, 172], "h_i": [98, 102], "collin": 98, "robert": [98, 99, 101, 102, 103, 235], "guthri": [98, 99, 101, 102, 103, 235], "prepare_sequ": [98, 102], "to_ix": [98, 102], "log_sum_exp": 98, "max_scor": 98, "max_score_broadcast": 98, "bilstm_crf": 98, "tag_to_ix": [98, 102], "word_emb": 98, "num_lay": [98, 182, 231], "start_tag": 98, "stop_tag": 98, "_forward_alg": 98, "feat": [98, 172], "init_alpha": 98, "forward_var": 98, "alphas_t": 98, "next_tag": 98, "emit_scor": 98, "ith": [98, 103, 194], "trans_scor": 98, "next_tag_var": 98, "terminal_var": 98, "_get_lstm_featur": 98, "lstm_feat": 98, "_score_sent": 98, "_viterbi_decod": 98, "backpoint": 98, "init_vvar": 98, "bptrs_t": 98, "viterbivars_t": 98, "best_tag_id": 98, "path_scor": 98, "best_path": 98, "dont": [98, 99], "caller": [98, 135, 163], "saniti": [98, 126, 160, 172], "neg_log_likelihood": 98, "forward_scor": 98, "gold_scor": 98, "bilstm": 98, "tag_seq": 98, "street": [98, 265], "journal": 98, "todai": [98, 117, 158, 192, 224], "corpor": [98, 138], "monei": 98, "georgia": 98, "tech": 98, "univers": [98, 113, 115, 161, 172, 177, 264], "word_to_ix": [98, 99, 102, 103], "precheck_s": 98, "precheck_tag": 98, "sentence_in": [98, 102], "anywai": [98, 101], "gold": [98, 166], "perceptron": [98, 177], "score_sent": 98, "advanced_tutori": [98, 100], "workhors": 99, "2x5": 99, "acx": 99, "ac": [99, 172, 267], "sigma": [99, 160], "plenti": 99, "peopl": [99, 100, 103, 113, 117, 186, 201, 264], "shy": 99, "vanish": 99, "linearit": 99, "sum_j": 99, "x_j": 99, "theres": 99, "unseen": [99, 103], "supervis": [99, 167, 172], "eta": 99, "vari": [99, 113, 130, 147, 166, 173, 182, 183, 192, 194, 200, 224], "spanish": [99, 127, 128], "bow": 99, "gusta": 99, "comer": 99, "cafeteria": 99, "creo": 99, "que": [99, 166], "sea": [99, 118], "una": 99, "buena": 99, "yo": 99, "si": [99, 156, 166], "bowclassifi": 99, "bow_vec": 99, "make_bow_vector": 99, "make_target": 99, "label_to_ix": 99, "bow_vector": 99, "log_prob": [99, 103, 162, 164], "bigger": [99, 127, 128, 159, 172, 264], "0th": [99, 155, 157, 165, 194], "deep_learning_tutori": [99, 100], "russel": 100, "norvig": 100, "book": [100, 102], "rip": 100, "pytorch_tutori": [100, 101], "word_embeddings_tutori": [100, 103], "lexic": 100, "sequence_models_tutori": [100, 102, 235], "bi": [100, 138], "crf": 100, "v_data": 101, "m_data": 101, "2x2x2": 101, "t_data": 101, "terminolog": 101, "z_1": 101, "x_2": [101, 116, 151, 264], "y_2": [101, 116], "z_2": 101, "complain": 101, "vagu": 101, "programm": [101, 103, 198, 200, 264], "x_0": [101, 264], "overbrac": [101, 102, 103], "y_0": 101, "z_0": 101, "gloss": 101, "new_z": 101, "NO": 101, "forgotten": 101, "classic": [102, 113, 148, 154, 167], "markov": 102, "myriad": 102, "cow": 102, "q_": [102, 103, 147], "2nd": [102, 129, 163, 194], "reader": [102, 136, 150, 177, 264], "unfamiliar": 102, "w_1": 102, "w_m": 102, "w_i": [102, 103], "_i": [102, 186], "_1": [102, 254], "_m": 102, "_j": 102, "ah_i": 102, "noun": 102, "verb": 102, "ate": 102, "everybodi": [102, 136], "affix": [102, 103], "bear": 102, "ly": 102, "adverb": 102, "c_w": 102, "x_w": 102, "po": [102, 118, 172], "capit": [103, 264], "enorm": [103, 172], "notion": [103, 118], "mathematician": 103, "physicist": 103, "orthograph": 103, "linguist": 103, "hypothesi": 103, "coffe": 103, "phi": [103, 264], "dissimilar": 103, "pain": [103, 113], "earth": [103, 113], "herself": 103, "lookup_tensor": 103, "hello_emb": 103, "context_s": 103, "shakespear": [103, 165], "sonnet": 103, "test_sent": 103, "forti": 103, "winter": [103, 113], "besieg": 103, "thy": 103, "brow": 103, "trench": 103, "beauti": [103, 230], "youth": 103, "proud": 103, "liveri": 103, "gaze": 103, "Will": 103, "totter": 103, "weed": [103, 190], "treasur": 103, "lusti": 103, "thine": 103, "sunken": 103, "eat": [103, 153], "shame": 103, "thriftless": 103, "prais": 103, "thou": 103, "couldst": 103, "mine": [103, 165, 264], "excus": 103, "blood": 103, "cold": [103, 113, 166], "word_i": 103, "ngram": 103, "ngramlanguagemodel": 103, "context_idx": 103, "cbow": 103, "probabilist": [103, 160], "q_w": 103, "raw_text": 103, "studi": [103, 115, 121, 126, 157, 172, 177], "beings": 103, "inhabit": 103, "evolut": 103, "conjur": 103, "spell": [103, 127], "dedupl": 103, "make_context_vector": 103, "jeremi": 104, "howard": [104, 147, 156], "rachel": 104, "thoma": 104, "ingham": 104, "\u6211\u4eec\u5efa\u8bae\u5c06\u672c\u6559\u7a0b\u4f5c\u4e3a\u7b14\u8bb0\u672c": 104, "\u8fd0\u884c": [104, 231], "\u8bf7\u70b9\u51fb\u9875\u9762\u9876\u90e8\u7684\u94fe\u63a5": 104, "\u4e0b\u8f7d\u7b14\u8bb0\u672c": 104, "\u63d0\u4f9b\u4e86\u4f18\u96c5\u8bbe\u8ba1\u7684\u6a21\u5757\u548c\u7c7b": 104, "\u4ee5\u5e2e\u52a9\u4f60\u521b\u5efa\u548c\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc": 104, "\u4e3a\u4e86\u5145\u5206\u5229\u7528\u5b83\u4eec\u7684\u529f\u80fd": 104, "\u5e76\u901a\u8fc7\u81ea\u5b9a\u4e49\u5bf9\u5e94\u6a21\u5757\u6216\u7c7b": 104, "\u6765\u89e3\u51b3\u7279\u5b9a\u95ee\u9898": 104, "\u9700\u8981\u7406\u89e3\u5b83\u4eec\u7684\u5177\u4f53\u529f\u80fd": 104, "\u6211\u4eec\u5c06\u9996\u5148\u5728": 104, "\u6570\u636e\u96c6\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u57fa\u672c\u7684\u795e\u7ecf\u7f51\u7edc": 104, "\u800c\u4e0d\u4f7f\u7528\u8fd9\u4e9b\u6a21\u578b\u7684\u4efb\u4f55\u7279\u6027": 104, "\u6211\u4eec\u6700\u521d\u53ea\u4f7f\u7528\u6700\u57fa\u672c\u7684": 104, "\u5f20\u91cf\u529f\u80fd": 104, "\u6211\u4eec\u5c06\u9010\u6b65\u6dfb\u52a0": 104, "\u4e2d\u7684\u4e00\u4e2a\u7279\u6027": 104, "\u5c55\u793a\u6bcf\u4e2a\u90e8\u5206\u7684\u4f5c\u7528": 104, "\u4ee5\u53ca\u5982\u4f55\u4f7f\u7528\u5b83\u4eec\u8ba9\u4ee3\u7801\u66f4\u7b80\u6d01\u6216\u66f4\u7075\u6d3b": 104, "\u672c\u6559\u7a0b\u5047\u5b9a\u4f60\u5df2\u7ecf\u5b89\u88c5\u4e86": 104, "\u5e76\u4e14\u719f\u6089\u5f20\u91cf\u64cd\u4f5c\u7684\u57fa\u7840\u77e5\u8bc6": 104, "\u5982\u679c\u4f60\u719f\u6089": 104, "\u6570\u7ec4\u64cd\u4f5c": 104, "\u4f60\u4f1a\u53d1\u73b0\u8fd9\u91cc\u4f7f\u7528\u7684": 104, "\u5f20\u91cf\u64cd\u4f5c\u51e0\u4e4e\u76f8\u540c": 104, "\u6211\u4eec\u5c06\u4f7f\u7528\u7ecf\u5178\u7684": 104, "\u8be5\u6570\u636e\u96c6\u5305\u542b\u624b\u7ed8\u6570\u5b57": 104, "0\u52309\u4e4b\u95f4": 104, "\u6765\u5904\u7406\u8def\u5f84": 104, "\u6807\u51c6\u5e93\u7684\u4e00\u90e8\u5206": 104, "\u4e0b\u8f7d\u6570\u636e\u96c6": 104, "\u6211\u4eec\u53ea\u4f1a\u5728\u4f7f\u7528\u6a21\u5757\u65f6\u624d\u5bfc\u5165\u5b83\u4eec": 104, "\u56e0\u6b64\u4f60\u53ef\u4ee5\u6e05\u695a\u5730\u770b\u5230\u6bcf\u4e2a\u6b65\u9aa4\u4e2d\u6b63\u5728\u4f7f\u7528\u7684\u5185\u5bb9": 104, "exist_ok": 104, "\u8fd9\u4e2a\u6570\u636e\u96c6\u662f": 104, "\u6570\u7ec4\u683c\u5f0f\u7684": 104, "\u5e76\u4e14\u4f7f\u7528": 104, "\u5b58\u50a8": 104, "\u8fd9\u662f\u4e00\u4e2a": 104, "\u7279\u6709\u7684\u7528\u4e8e\u5e8f\u5217\u5316\u6570\u636e\u7684\u683c\u5f0f": 104, "gzip": 104, "as_posix": [104, 126], "x_train": [104, 151], "y_train": 104, "x_valid": 104, "y_valid": 104, "latin": 104, "\u6bcf\u5f20\u56fe\u50cf\u7684\u5c3a\u5bf8\u4e3a": 104, "\u5e76\u4ee5\u957f\u5ea6\u4e3a": 104, "\u7684\u5c55\u5e73\u884c\u5b58\u50a8": 104, "\u8ba9\u6211\u4eec\u6765\u770b\u770b\u5176\u4e2d\u4e00\u5f20": 104, "\u6211\u4eec\u9700\u8981\u5148\u5c06\u5176\u91cd\u5851\u4e3a\u4e8c\u7ef4": 104, "\u5728\u4e0d\u4f7f\u7528": 104, "\u65f6\u4f7f\u7528": [104, 238], "importerror": 104, "\u6240\u4ee5\u6211\u4eec\u9700\u8981\u8f6c\u6362\u6211\u4eec\u7684\u6570\u636e": 104, "\u6211\u4eec\u53ea\u4f7f\u7528": [104, 251], "\u5f20\u91cf\u64cd\u4f5c\u521b\u5efa\u4e00\u4e2a\u6a21\u578b": 104, "\u6211\u4eec\u5047\u8bbe\u4f60\u5df2\u7ecf\u719f\u6089\u795e\u7ecf\u7f51\u7edc\u7684\u57fa\u7840\u77e5\u8bc6": 104, "\u5982\u679c\u4e0d\u719f\u6089": 104, "\u63d0\u4f9b\u65b9\u6cd5\u6765\u521b\u5efa": 104, "\u968f\u673a": 104, "\u96f6": 104, "\u586b\u5145\u7684\u5f20\u91cf": 104, "\u6211\u4eec\u5c06\u4f7f\u7528\u8fd9\u4e9b\u65b9\u6cd5\u4e3a\u4e00\u4e2a\u7b80\u5355\u7684\u7ebf\u6027\u6a21\u578b\u521b\u5efa\u6743\u91cd\u548c\u504f\u7f6e": 104, "\u8fd9\u4e9b\u53ea\u662f\u5e38\u89c4\u7684\u5f20\u91cf": 104, "\u6709\u4e00\u4e2a\u975e\u5e38\u7279\u522b\u7684\u9644\u52a0\u529f\u80fd": 104, "\u6211\u4eec\u544a\u8bc9": 104, "\u5b83\u4eec\u9700\u8981\u68af\u5ea6": 104, "\u4f1a\u8bb0\u5f55\u5728\u5f20\u91cf\u4e0a\u5b8c\u6210\u7684\u6240\u6709\u64cd\u4f5c": 104, "\u4ee5\u4fbf\u5728\u53cd\u5411\u4f20\u64ad\u671f\u95f4": 104, "\u81ea\u52a8": 104, "\u8ba1\u7b97\u68af\u5ea6": [104, 129], "\u5bf9\u4e8e\u6743\u91cd": 104, "\u6211\u4eec\u5728\u521d\u59cb\u5316": 104, "\u8bbe\u7f6e": [104, 216, 248], "\u56e0\u4e3a\u6211\u4eec\u4e0d\u5e0c\u671b\u521d\u59cb\u5316\u6b65\u9aa4\u5305\u62ec\u5728\u68af\u5ea6\u4e2d": 104, "\u4e2d\u7684\u5c3e\u968f": 104, "\u8868\u793a\u64cd\u4f5c\u662f\u5728\u539f\u5730\u6267\u884c": 104, "\u7531\u4e8e": [104, 250], "\u80fd\u591f\u81ea\u52a8\u8ba1\u7b97\u68af\u5ea6": 104, "\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u4efb\u4f55\u6807\u51c6\u7684": 104, "\u6216\u53ef\u8c03\u7528\u5bf9\u8c61": 104, "\u4f5c\u4e3a\u6a21\u578b": 104, "\u8ba9\u6211\u4eec\u7f16\u5199\u4e00\u4e2a\u7b80\u5355\u7684\u77e9\u9635\u4e58\u6cd5\u548c\u5e7f\u64ad\u52a0\u6cd5": 104, "\u6765\u521b\u5efa\u4e00\u4e2a\u7b80\u5355\u7684\u7ebf\u6027\u6a21\u578b": 104, "\u6211\u4eec\u8fd8\u9700\u8981\u7f16\u5199\u4e00\u4e2a\u6fc0\u6d3b\u51fd\u6570": 104, "\u63d0\u4f9b\u4e86\u8bb8\u591a\u9884\u5148\u7f16\u5199\u7684\u635f\u5931\u51fd\u6570": 104, "\u6fc0\u6d3b\u51fd\u6570\u7b49": 104, "\u4f60\u4ecd\u53ef\u4ee5\u4f7f\u7528\u666e\u901a\u7684": 104, "\u7f16\u5199\u81ea\u5df1\u7684\u51fd\u6570": 104, "\u4f1a\u4e3a\u4f60\u7684\u51fd\u6570\u81ea\u52a8\u521b\u5efa": 104, "\u6216\u77e2\u91cf\u5316": 104, "\u4ee3\u7801": [104, 258], "xb": 104, "\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d": 104, "\u8868\u793a\u77e9\u9635\u4e58\u6cd5\u64cd\u4f5c": 104, "\u5728\u4e00\u4e2a\u6570\u636e\u6279\u6b21\u4e0a\u8c03\u7528\u6211\u4eec\u7684\u51fd\u6570": 104, "\u5728\u672c\u4f8b\u4e2d\u4e3a64\u5f20\u56fe\u50cf": 104, "\u8fd9\u5c31\u662f\u4e00\u6b21": 104, "\u524d\u5411\u4f20\u9012": 104, "\u7531\u4e8e\u6211\u4eec\u5728\u5f00\u59cb\u65f6\u8bbe\u7f6e\u6743\u91cd\u4e3a\u968f\u673a\u6570\u503c": 104, "\u6b64\u65f6\u9884\u6d4b\u7ed3\u679c\u51c6\u786e\u6027\u8f83\u4f4e": 104, "\u5f20\u91cf\u4e0d\u4ec5\u5305\u542b\u5f20\u91cf\u503c": 104, "\u8fd8\u5305\u542b\u68af\u5ea6\u51fd\u6570": 104, "\u5728\u7a0d\u540e\u7684\u53cd\u5411\u4f20\u64ad\u8fc7\u7a0b\u4e2d\u4f1a\u7528\u5230\u5b83": 104, "\u8ba9\u6211\u4eec\u5b9e\u73b0": 104, "\u6211\u4eec\u53ef\u4ee5\u53ea\u4f7f\u7528\u6807\u51c6\u7684": 104, "nll": 104, "loss_func": 104, "\u8ba9\u6211\u4eec\u4f7f\u7528\u6211\u4eec\u7684\u968f\u673a\u6a21\u578b\u6765\u68c0\u67e5\u635f\u5931": 104, "\u8fd9\u6837\u6211\u4eec\u5c31\u53ef\u4ee5\u770b\u5230\u5728\u4e4b\u540e\u8fdb\u884c\u53cd\u5411\u4f20\u64ad\u540e": 104, "\u9884\u6d4b\u7ed3\u679c\u51c6\u786e\u7387\u662f\u5426\u6709\u6240\u63d0\u5347": 104, "yb": 104, "\u6211\u4eec\u8fd8\u8981\u5b9e\u73b0\u4e00\u4e2a\u51fd\u6570\u6765\u8ba1\u7b97\u6211\u4eec\u6a21\u578b\u7684\u51c6\u786e\u7387": 104, "\u5bf9\u4e8e\u6bcf\u4e2a\u9884\u6d4b\u7ed3\u679c": 104, "\u5982\u679c\u5177\u6709\u6700\u5927\u503c\u7684\u7d22\u5f15\u4e0e\u76ee\u6807\u503c\u5339\u914d": 104, "\u5219\u9884\u6d4b\u662f\u6b63\u786e\u7684": 104, "\u68c0\u67e5\u6211\u4eec\u968f\u673a\u6a21\u578b\u7684\u51c6\u786e\u7387": 104, "\u8fd9\u6837\u6211\u4eec\u5c31\u53ef\u4ee5\u770b\u5230\u968f\u7740\u635f\u5931\u7684\u6539\u5584": 104, "\u51c6\u786e\u7387\u662f\u5426\u6709\u6240\u63d0\u9ad8": 104, "\u73b0\u5728\u53ef\u4ee5\u8fd0\u884c\u4e00\u4e2a\u8bad\u7ec3\u5faa\u73af": 104, "\u5bf9\u4e8e\u6bcf\u6b21\u8fed\u4ee3": 104, "\u9009\u62e9\u4e00\u4e2a\u5927\u5c0f\u4e3a": 104, "\u7684\u6279\u91cf\u6570\u636e": 104, "\u4f7f\u7528\u6a21\u578b\u8fdb\u884c\u9884\u6d4b": 104, "\u8ba1\u7b97\u635f\u5931": 104, "\u66f4\u65b0\u6a21\u578b\u7684\u68af\u5ea6": 104, "\u5373\u66f4\u65b0": 104, "\u6211\u4eec\u73b0\u5728\u4f7f\u7528\u8fd9\u4e9b\u68af\u5ea6\u6765\u66f4\u65b0\u6743\u91cd": 104, "\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668\u4e2d\u6267\u884c\u6b64\u64cd\u4f5c": 104, "\u56e0\u4e3a\u6211\u4eec\u4e0d\u5e0c\u671b\u8fd9\u4e9b\u64cd\u4f5c\u8bb0\u5f55\u4e3a\u4e0b\u4e00\u6b21\u68af\u5ea6\u8ba1\u7b97\u7684\u4e00\u90e8\u5206": 104, "\u4f60\u53ef\u4ee5\u5728": [104, 234], "\u9605\u8bfb\u6709\u5173": 104, "\u5982\u4f55\u8bb0\u5f55\u64cd\u4f5c\u7684\u66f4\u591a\u4fe1\u606f": 104, "\u6211\u4eec\u5c06\u68af\u5ea6\u8bbe\u7f6e\u4e3a\u96f6": 104, "\u4ee5\u4fbf\u6211\u4eec\u51c6\u5907\u8fdb\u884c\u4e0b\u4e00\u6b21\u5faa\u73af": 104, "\u5426\u5219": [104, 213], "\u6211\u4eec\u7684\u68af\u5ea6\u5c06\u8bb0\u5f55\u6240\u6709\u5df2\u53d1\u751f\u7684\u64cd\u4f5c": 104, "\u6dfb\u52a0": 104, "\u68af\u5ea6\u5230\u5df2\u6709\u7684\u68af\u5ea6\u4e2d": 104, "\u800c\u4e0d\u662f\u66ff\u6362\u5b83\u4eec": 104, "set_trac": 104, "start_i": 104, "end_i": 104, "\u6211\u4eec\u5df2\u7ecf\u4ece\u96f6\u5f00\u59cb\u521b\u5efa\u5e76\u8bad\u7ec3\u4e86\u4e00\u4e2a\u6700\u5c0f\u7684\u795e\u7ecf\u7f51\u7edc": 104, "\u4f7f\u7528\u903b\u8f91\u56de\u5f52": 104, "\u6ca1\u6709\u9690\u85cf\u5c42": 104, "\u8ba9\u6211\u4eec\u68c0\u67e5\u4e00\u4e0b\u635f\u5931\u548c\u51c6\u786e\u7387": 104, "\u5e76\u5c06\u5b83\u4eec\u4e0e\u4e4b\u524d\u5f97\u5230\u7684\u7ed3\u679c\u8fdb\u884c\u6bd4\u8f83": 104, "\u9884\u8ba1\u635f\u5931\u4f1a\u51cf\u5c11": 104, "\u51c6\u786e\u7387\u4f1a\u63d0\u9ad8": 104, "\u73b0\u5728\u6211\u4eec\u5c06\u91cd\u6784\u4ee3\u7801": 104, "\u4f7f\u5176\u4e0e\u4e4b\u524d\u505a\u7684\u4e8b\u60c5\u76f8\u540c": 104, "\u53ea\u662f\u6211\u4eec\u5c06\u5f00\u59cb\u5229\u7528": 104, "\u4f7f\u5176\u66f4\u7b80\u6d01\u548c\u7075\u6d3b": 104, "\u4ece\u8fd9\u91cc\u5f00\u59cb\u7684\u6bcf\u4e00\u6b65": 104, "\u90fd\u8ba9\u6211\u4eec\u7684\u4ee3\u7801\u53d8\u5f97\u66f4\u77ed": 104, "\u66f4\u6613\u7406\u89e3\u548c\u66f4\u7075\u6d3b": 104, "\u7b2c\u4e00\u6b65\u4e5f\u662f\u6700\u7b80\u5355\u7684\u4e00\u6b65\u662f\u901a\u8fc7\u7528": 104, "\u901a\u5e38\u6309\u60ef\u4f8b\u5bfc\u5165\u4e3a\u547d\u540d\u7a7a\u95f4": 104, "\u4e2d\u7684\u6fc0\u6d3b\u548c\u635f\u5931\u51fd\u6570\u66ff\u6362\u6211\u4eec\u624b\u5199\u7684\u6fc0\u6d3b\u548c\u635f\u5931\u51fd\u6570": 104, "\u4ece\u800c\u4f7f\u6211\u4eec\u7684\u4ee3\u7801\u66f4\u7b80\u77ed": 104, "\u8be5\u6a21\u5757\u5305\u542b": 104, "\u5e93\u4e2d\u7684\u6240\u6709\u51fd\u6570": 104, "\u9664\u4e86\u5404\u79cd\u635f\u5931\u548c\u6fc0\u6d3b\u51fd\u6570": 104, "\u4f60\u8fd8\u4f1a\u770b\u5230\u4e00\u4e9b\u521b\u5efa\u795e\u7ecf\u7f51\u7edc\u7684\u4fbf\u6377\u51fd\u6570": 104, "\u6bd4\u5982\u6c60\u5316\u51fd\u6570": 104, "\u8fd8\u6709\u7528\u4e8e\u5377\u79ef": 104, "\u7ebf\u6027\u5c42\u7b49\u7684\u51fd\u6570": 104, "\u4f46\u6b63\u5982\u6211\u4eec\u5c06\u770b\u5230\u7684": 104, "\u8fd9\u4e9b\u901a\u5e38\u66f4\u9002\u5408\u4f7f\u7528\u5e93\u7684\u5176\u4ed6\u6a21\u5757\u6765\u5904\u7406": 104, "\u5982\u679c\u4f60\u4f7f\u7528neg": 104, "\u90a3\u4e48": [104, 111, 248], "\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7ed3\u5408\u4e86\u4e24\u8005\u7684\u5355\u4e00\u51fd\u6570": 104, "cross_entropi": [104, 124], "\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u4ece\u6a21\u578b\u4e2d\u79fb\u9664\u6fc0\u6d3b\u51fd\u6570": 104, "\u6211\u4eec\u4e0d\u518d\u5728": 104, "\u51fd\u6570\u4e2d\u8c03\u7528": 104, "\u67e5\u770b\u4e0b\u635f\u5931\u548c\u51c6\u786e\u7387\u662f\u5426\u4e0e\u4e4b\u524d\u7ed3\u679c\u4e00\u81f4": 104, "\u4ee5\u5b9e\u73b0\u66f4\u6e05\u6670\u548c\u7b80\u6d01\u7684\u8bad\u7ec3\u5faa\u73af": 104, "\u6211\u4eec\u5c06\u7ee7\u627f": 104, "\u5b83\u672c\u8eab\u662f\u4e00\u4e2a\u7c7b": 104, "\u80fd\u591f\u8ddf\u8e2a\u72b6\u6001": 104, "\u6211\u4eec\u60f3\u521b\u5efa\u4e00\u4e2a\u7c7b\u6765\u4fdd\u5b58\u6211\u4eec\u7684\u6743\u91cd": 104, "\u504f\u7f6e\u548cforward\u65b9\u6cd5": 104, "\u6211\u4eec\u5c06\u4f1a\u4f7f\u7528": 104, "\u7684\u5c5e\u6027\u548c\u65b9\u6cd5": 104, "\u5927\u5199": 104, "\u7279\u6709\u7684\u6982\u5ff5": 104, "\u662f\u4f7f\u7528pytorch\u8fc7\u7a0b\u4e2d\u5927\u91cf\u4f7f\u7528\u7684\u7c7b": 104, "\u4e0d\u8981\u4e0e": 104, "\u6982\u5ff5\u7684": 104, "\u5c0f\u5199": 104, "\u6df7\u6dc6": 104, "mnist_logist": 104, "\u7531\u4e8e\u6211\u4eec\u73b0\u5728\u4f7f\u7528\u7684\u662f\u5bf9\u8c61\u800c\u4e0d\u662f\u4ec5\u4ec5\u4f7f\u7528\u51fd\u6570": 104, "\u6211\u4eec\u9996\u5148\u8981\u521b\u5efa\u6a21\u578b\u5bf9\u8c61": 104, "\u73b0\u5728\u6211\u4eec\u53ef\u4ee5\u50cf\u4e4b\u524d\u4e00\u6837\u8ba1\u7b97\u635f\u5931": 104, "\u5bf9\u8c61\u53ef\u4ee5\u50cf\u51fd\u6570\u4e00\u6837\u4f7f\u7528": 104, "\u5373\u5b83\u4eec\u662f": 104, "\u53ef\u8c03\u7528\u7684": 104, "\u4f1a\u81ea\u52a8\u8c03\u7528\u6211\u4eec\u7684": 104, "\u5728\u4e4b\u524d\u7684\u8bad\u7ec3\u5faa\u73af\u4e2d": 104, "\u6211\u4eec\u5fc5\u987b\u6309\u540d\u79f0\u66f4\u65b0\u6bcf\u4e2a\u53c2\u6570\u7684\u503c": 104, "\u5e76\u624b\u52a8\u5c06\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u5206\u522b\u6e05\u96f6": 104, "\u73b0\u5728\u6211\u4eec\u53ef\u4ee5\u5229\u7528": 104, "\u5b9a\u4e49\u7684\u65b9\u6cd5": 104, "\u6765\u4f7f\u8fd9\u4e9b\u6b65\u9aa4\u66f4\u7b80\u6d01": 104, "\u9632\u6b62\u5fd8\u8bb0\u5904\u7406\u67d0\u4e9b\u53c2\u6570\u5bfc\u81f4\u9519\u8bef": 104, "\u5c24\u5176\u662f\u5f53\u6211\u4eec\u5b9e\u73b0\u4e00\u4e2a\u66f4\u590d\u6742\u7684\u6a21\u578b\u65f6": 104, "\u5c06\u8bad\u7ec3\u5faa\u73af\u5305\u88c5\u5728\u4e00\u4e2a": 104, "\u51fd\u6570\u4e2d": 104, "\u8fd9\u6837\u53ef\u4ee5\u591a\u6b21\u8fd0\u884c\u5b83": 104, "gone": [104, 113, 125], "\u8ba9\u6211\u4eec\u67e5\u770b\u4e0b\u8bad\u7ec3\u540e": 104, "\u635f\u5931\u662f\u5426\u4e0b\u964d\u4e86": 104, "\u6211\u4eec\u7ee7\u7eed\u91cd\u6784\u4ee3\u7801": 104, "\u6765\u5b9e\u73b0\u7ebf\u6027\u5c42": 104, "\u4e0d\u518d\u624b\u52a8\u5b9a\u4e49\u548c\u521d\u59cb\u5316": 104, "\u4ee5\u53ca\u8ba1\u7b97": 104, "\u5177\u6709\u591a\u79cd\u9884\u5b9a\u4e49\u7684\u5c42": 104, "\u53ef\u4ee5\u5927\u5927\u7b80\u5316\u6211\u4eec\u7684\u4ee3\u7801": 104, "\u5e76\u4e14\u63d0\u9ad8\u6267\u884c\u901f\u5ea6": 104, "\u521d\u59cb\u5316\u6a21\u578b\u5bf9\u8c61": 104, "\u5e76\u8ba1\u7b97\u635f\u5931\u6570\u503c": 104, "\u65b9\u6cd5\u8fdb\u884c\u8bad\u7ec3\u6a21\u578b": 104, "\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c": 104, "\u5305\u542b\u591a\u79cd\u4f18\u5316\u7b97\u6cd5": 104, "\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u4f18\u5316\u5668\u7684": 104, "\u65b9\u6cd5\u8fdb\u884c\u4f18\u5316\u6b65\u9aa4": 104, "\u65e0\u9700\u624b\u52a8\u66f4\u65b0\u6bcf\u4e2a\u53c2\u6570": 104, "\u4e4b\u524d\u7684\u4f18\u5316\u6b65\u9aa4": 104, "\u91cd\u6784\u4e3a": 104, "\u5728\u4e0b\u4e2a\u8bad\u7ec3\u5faa\u73af\u5f00\u59cb\u524d": 104, "\u6211\u4eec\u9700\u8c03\u7528": 104, "\u5c06\u53c2\u6570\u7684\u68af\u5ea6\u91cd\u7f6e\u4e3a0": 104, "\u5b9a\u4e49\u521b\u5efa\u6a21\u578b\u548c\u4f18\u5316\u5668\u7684\u65b9\u6cd5\u5982\u4e0b": 104, "\u6709\u4e00\u4e2a\u62bd\u8c61\u7684": 104, "\u53ef\u4ee5\u662f\u4efb\u4f55\u5177\u6709": 104, "\u7531": [104, 227], "\u7684\u6807\u51c6": 104, "\u51fd\u6570\u8c03\u7528": 104, "\u4f5c\u4e3a\u7d22\u5f15\u65b9\u5f0f": 104, "\u7684\u5bf9\u8c61": 104, "\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u521b\u5efa\u4e00\u4e2a\u81ea\u5b9a\u4e49": 104, "faciallandmarkdataset": 104, "\u7c7b\u4f5c\u4e3a": 104, "\u5b50\u7c7b\u7684\u4f8b\u5b50": 104, "tensordataset": [104, 110, 138, 166, 186], "\u662f\u4e00\u4e2a\u5305\u88c5\u5f20\u91cf\u7684": 104, "\u4e3a\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u79cd\u8fed\u4ee3": 104, "\u7d22\u5f15\u548c\u6cbf\u5f20\u91cf\u7684\u7b2c\u4e00\u4e2a\u7ef4\u5ea6\u5207\u7247\u7684\u65b9\u5f0f": 104, "\u4f7f\u6211\u4eec\u5728\u8bad\u7ec3\u65f6\u66f4\u5bb9\u6613\u540c\u65f6\u8bbf\u95ee\u81ea\u53d8\u91cf\u548c\u56e0\u53d8\u91cf": 104, "\u5bf9": [104, 231, 238, 245, 248, 256, 258], "\u8fdb\u884c\u5305\u88c5": 104, "\u8ba9\u6211\u4eec\u66f4\u5bb9\u6613\u5bf9\u6570\u636e\u8fdb\u884c\u904d\u5386\u548c\u5207\u7247\u64cd\u4f5c": 104, "train_d": 104, "\u4e4b\u524d\u6211\u4eec\u9700\u8981\u5355\u72ec\u5904\u7406": 104, "\u4e24\u7ec4\u6570\u503c": 104, "\u73b0\u5728\u53ef\u4ee5\u5408\u5e76\u5904\u7406": 104, "\u4f60\u53ef\u4ee5\u4ece\u4efb\u4f55": 104, "\u521b\u5efa\u4e00\u4e2a": 104, "\u800c\u540e\u7531": 104, "\u8d1f\u8d23\u5bf9\u6570\u636e\u5206\u6279": 104, "\u6211\u4eec\u4e0d\u5fc5\u518d\u53bb\u5b9e\u73b0\u5206\u6279\u4ee3\u7801": 104, "\u4f1a\u81ea\u52a8\u4e3a\u6211\u4eec\u63d0\u4f9b\u6bcf\u6279\u6570\u636e": 104, "train_dl": 104, "\u4e4b\u524d\u6211\u4eec\u7f16\u5199\u5206\u6279\u4ee3\u7801\u5982\u4e0b": 104, "\u6211\u4eec\u7684\u5faa\u73af\u53d8\u5f97\u66f4\u52a0\u7b80\u6d01": 104, "\u81ea\u52a8\u4ecedataloader\u4e2d\u52a0\u8f7d": 104, "\u901a\u8fc7\u4f7f\u7528": [104, 215, 237], "\u6211\u4eec\u5b9e\u73b0\u7684\u8bad\u7ec3\u5faa\u4ee3\u7801\u91cf\u5e76\u4e14\u66f4\u5bb9\u6613\u7406\u89e3": 104, "\u73b0\u5728\u8ba9\u6211\u4eec\u5c1d\u8bd5\u589e\u52a0\u4e00\u4e9b\u521b\u5efa\u5b9e\u9645\u6709\u6548\u6a21\u578b\u6240\u9700\u7684\u57fa\u672c\u529f\u80fd": 104, "\u5728\u7b2c\u4e00\u90e8\u5206\u4e2d": 104, "\u6211\u4eec\u53ea\u662f\u5b9e\u73b0\u4e86\u4f7f\u7528\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\u7684\u903b\u8f91": 104, "\u5b9e\u9645\u5e94\u7528\u4e2d": 104, "\u8fd8\u9700\u8981": 104, "\u9a8c\u8bc1\u96c6": 104, "\u4ee5\u786e\u5b9a\u6211\u4eec\u7684\u6a21\u578b\u662f\u5426\u5b58\u5728\u8fc7\u62df\u5408\u95ee\u9898": 104, "\u6253\u4e71\u8bad\u7ec3\u6570\u636e\u662f": 104, "\u5341\u5206\u5fc5\u8981\u7684": 104, "\u4ee5\u9632\u6b62\u6279\u6b21\u4e4b\u95f4\u7684\u76f8\u5173\u6027\u548c\u8fc7\u62df\u5408": 104, "\u800c\u9a8c\u8bc1\u6570\u636e\u96c6\u5219\u65e0\u9700\u8fdb\u6b64\u64cd\u4f5c": 104, "\u65e0\u8bba\u6253\u4e71\u4e0e\u5426": 104, "\u9a8c\u8bc1\u635f\u5931\u503c\u662f\u76f8\u540c\u7684": 104, "\u800c\u4e14\u6253\u4e71\u64cd\u4f5c\u9700\u8981\u6d88\u8017\u989d\u5916\u7684\u65f6\u95f4": 104, "\u6ca1\u6709\u5b9e\u9645\u610f\u4e49": 104, "\u6211\u4eec\u5c06\u4e3a\u9a8c\u8bc1\u96c6\u4f7f\u7528\u7684\u6279\u91cf\u5927\u5c0f\u8bbe\u4e3a\u8bad\u7ec3\u96c6\u7684\u4e24\u500d": 104, "\u56e0\u4e3a\u9a8c\u8bc1\u96c6\u4e0d\u9700\u8981\u8fdb\u884c\u53cd\u5411\u4f20\u64ad": 104, "\u56e0\u6b64\u9700\u8981\u7684\u5185\u5b58\u8f83\u5c11": 104, "\u4e0d\u9700\u8981\u5b58\u50a8\u68af\u5ea6": 104, "\u56e0\u6b64\u6211\u6211\u4eec\u53ef\u4ee5\u914d\u7f6e\u8f83\u5927\u5355\u6279\u6570\u91cf": 104, "\u63d0\u9ad8\u8ba1\u7b97\u901f\u5ea6": 104, "valid_d": 104, "valid_dl": 104, "\u7ed3\u675f\u65f6\u8ba1\u7b97\u5e76\u6253\u5370\u635f\u5931\u503c": 104, "\u6211\u4eec\u5728\u8bad\u7ec3\u4e4b\u524d\u603b\u662f\u8c03\u7528": 104, "\u5728\u63a8\u65ad\u4e4b\u524d\u8c03\u7528": 104, "\u5c42\u4f1a\u4f7f\u7528": 104, "\u6765\u786e\u4fdd\u5176\u7ed3\u679c\u6b63\u786e": 104, "valid_loss": 104, "\u6211\u4eec\u5728\u8ba1\u7b97\u8bad\u7ec3\u96c6\u548c\u9a8c\u8bc1\u96c6\u7684\u635f\u5931\u7c7b\u4f3c\u7684\u4ee3\u7801": 104, "\u62bd\u53d6\u4e00\u4e2a\u72ec\u7acb\u7684\u51fd\u6570": 104, "loss_batch": 104, "\u7528\u4e8e\u8ba1\u7b97\u4e00\u4e2a\u6279\u6b21\u7684\u635f\u5931": 104, "\u8bad\u7ec3\u96c6\u4f20\u5165\u4e00\u4e2a\u4f18\u5316\u5668": 104, "\u5e76\u4f7f\u7528\u5b83\u6267\u884c\u53cd\u5411\u4f20\u64ad": 104, "\u5bf9\u4e8e\u9a8c\u8bc1\u96c6": 104, "\u5219\u4e0d\u4f20\u5165\u4f18\u5316\u5668": 104, "\u4e0d\u6267\u884c\u53cd\u5411\u4f20\u64ad": 104, "\u5728\u6bcf\u4e2a\u8bad\u7ec3\u5faa\u73af\u4e2d\u8ba1\u7b97\u8bad\u7ec3\u548c\u9a8c\u8bc1\u635f\u5931": 104, "\u8fd4\u56de\u8bad\u7ec3\u548c\u9a8c\u8bc1\u6570\u636e\u96c6\u7684dataload": 104, "\u6211\u4eec\u83b7\u53d6\u6570\u636e\u52a0\u8f7d\u5668\u548c\u62df\u5408\u6a21\u578b\u7684\u6574\u4e2a\u8fc7\u7a0b\u53ef\u4ee5\u7528": 104, "\u884c\u4ee3\u7801\u6765\u5b9e\u73b0": 104, "\u4f60\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e09\u884c\u57fa\u672c\u4ee3\u7801\u6765\u8bad\u7ec3\u5404\u79cd\u5404\u6837\u7684\u6a21\u578b": 104, "\u8ba9\u6211\u4eec\u770b\u770b\u662f\u5426\u53ef\u4ee5\u7528\u6765\u8bad\u7ec3\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc": 104, "\u73b0\u5728\u6211\u4eec\u5c06\u4f7f\u7528\u4e09\u4e2a\u5377\u79ef\u5c42\u6784\u5efa\u6211\u4eec\u7684\u795e\u7ecf\u7f51\u7edc": 104, "\u56e0\u4e3a\u524d\u9762\u90e8\u5206\u7684\u51fd\u6570\u90fd\u4e0d\u5047\u8bbe\u4efb\u4f55\u5173\u4e8e\u6a21\u578b\u5f62\u5f0f\u7684\u4e1c\u897f": 104, "\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u4e0d\u505a\u4efb\u4f55\u4fee\u6539\u7684\u60c5\u51b5\u4e0b\u4f7f\u7528\u5b83\u4eec\u6765\u8bad\u7ec3\u4e00\u4e2a": 104, "\u9884\u5b9a\u4e49\u7684": 104, "\u7c7b\u4f5c\u4e3a\u6211\u4eec\u7684\u5377\u79ef\u5c42": 104, "\u6211\u4eec\u5b9a\u4e49\u4e00\u4e2a\u5177\u6709": 104, "\u4e2a\u5377\u79ef\u5c42\u7684": 104, "\u6bcf\u4e2a\u5377\u79ef\u5c42\u540e\u9762\u8ddf\u7740\u4e00\u4e2a": 104, "\u6211\u4eec\u6267\u884c\u5e73\u5747\u6c60\u5316": 104, "\u7248\u7684": 104, "mnist_cnn": [104, 123], "avg_pool2d": [104, 207], "\u7684\u4e00\u79cd\u53d8\u4f53": 104, "\u901a\u8fc7\u7edf\u8ba1\u66f4\u65b0\u8bb0\u5f55\u6765\u63d0\u5347\u8bad\u7ec3\u901f\u5ea6": 104, "\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528": [104, 111, 232, 239, 240, 245], "\u6765\u5e2e\u52a9\u6211\u4eec\u7b80\u5316\u4ee3\u7801": 104, "\u63d0\u4f9b\u4e86\u4e00\u79cd\u66f4\u7b80\u5355\u7684\u7f16\u5199\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u5f0f": 104, "\u5176\u4f1a\u6309\u987a\u5e8f\u8fd0\u884c\u5b9a\u4e49\u4e2d\u5305\u542b\u7684\u6bcf\u4e2a\u6a21\u5757": 104, "\u6211\u4eec\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a": [104, 216], "\u81ea\u5b9a\u4e49\u5c42": 104, "\u6ca1\u6709\u7684": 104, "view\u5c42": 104, "\u521b\u5efa\u6a21\u578b\u5341\u5206\u7b80\u5355": 104, "avgpool2d": 104, "\u6211\u4eec\u7f16\u5199\u7684": 104, "\u5341\u5206\u7b80\u6d01": 104, "\u4f46\u4ec5\u9002\u7528\u4e8emnist": 104, "\u5b83\u5047\u8bbe\u8f93\u5165\u662f\u4e00\u4e2a": 104, "\u957f\u7684\u5411\u91cf": 104, "\u5b83\u5047\u8bbe\u6700\u7ec8\u7684": 104, "\u7f51\u683c\u5927\u5c0f\u662f": 104, "\u6211\u4eec\u4f7f\u7528\u7684\u5e73\u5747\u6c60\u5316\u6838\u5927\u5c0f": 104, "\u8ba9\u6211\u4eec\u53bb\u9664\u8fd9\u4e24\u4e2a\u5047\u8bbe": 104, "\u4f7f\u6211\u4eec\u7684\u6a21\u578b\u9002\u7528\u4e8e\u4efb\u4f552d\u5355\u901a\u9053\u56fe\u50cf": 104, "\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5c06\u6570\u636e\u9884\u5904\u7406\u79fb\u5230\u751f\u6210\u5668\u4e2d\u6765\u5220\u9664": 104, "wrappeddataload": 104, "__iter__": 104, "\u4e3a\u4e86\u8ba9\u6211\u4eec\u5b9a\u4e49\u6211\u4eec\u60f3\u8981\u7684\u8f93\u51fa\u5f20\u91cf\u7684\u5927\u5c0f": 104, "\u800c\u975e": 104, "\u8f93\u5165": [104, 251], "\u6211\u4eec\u53ef\u4ee5\u7528": 104, "adaptiveavgpool2d": [104, 135, 137], "\u66ff\u6362": 104, "\u4ece\u800c\u4f7f\u6211\u4eec\u7684\u6a21\u578b\u53ef\u9002\u7528\u4e8e\u4efb\u4f55\u5927\u5c0f\u7684\u8f93\u5165": 104, "\u8ba9\u6211\u4eec\u67e5\u770b\u4e0b\u7ed3\u679c": 104, "\u5728\u62e5\u6709": 104, "gpu\u7684\u73af\u5883\u4e2d": 104, "\u4f60\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u52a0\u901f\u4ee3\u7801": 104, "\u9996\u5148\u68c0\u67e5\u4f60\u7684gpu\u5728pytorch\u4e2d\u662f\u5426\u6b63\u5e38\u5de5\u4f5c": 104, "\u7136\u540e\u521b\u5efa": 104, "\u4fee\u6539": 104, "\u6b65\u9aa4": [104, 239], "\u5c06\u6570\u636e\u79fb\u52a8\u81f3": 104, "\u5c06\u6a21\u578b\u52a0\u8f7d\u5230": 104, "\u8fd0\u884c\u901f\u5ea6\u4f1a\u63d0\u5347\u5f88\u591a": 104, "\u7f16\u5199\u4e86\u4e00\u4e2a\u53ef\u4ee5\u7528\u4e8e\u591a\u79cd\u6a21\u578b\u8bad\u7ec3\u7684\u5b9e\u73b0": 104, "\u5b8c\u6574\u7684\u8bad\u7ec3\u4ee3\u7801": 104, "mnist_sampl": 104, "\u540e\u7eed\u8fd8\u53ef\u5c1d\u8bd5\u589e\u52a0\u5176\u4ed6\u529f\u80fd": 104, "\u4f8b\u5982\u6570\u636e\u589e\u5f3a": 104, "\u8d85\u53c2\u6570\u8c03\u4f18": 104, "\u76d1\u63a7\u8bad\u7ec3": 104, "\u8fc1\u79fb\u5b66\u4e60\u7b49\u7b49": 104, "\u8fd9\u4e9b\u529f\u80fd\u5728fastai\u5e93\u4e2d\u90fd\u6709\u63d0\u4f9b": 104, "\u8be5\u5e93\u662f\u4f7f\u7528\u672c\u6559\u7a0b\u4e2d\u6240\u793a\u7684\u76f8\u540c\u8bbe\u8ba1\u65b9\u6cd5\u5f00\u53d1\u7684": 104, "\u4e3a\u5e0c\u671b\u8fdb\u4e00\u6b65\u6539\u8fdb\u6a21\u578b\u7684\u4ece\u4e1a\u4eba\u5458\u63d0\u4f9b\u4e0b\u4e00\u6b65\u6307\u5bfc": 104, "\u6211\u4eec\u5b66\u4e60\u4e86\u5982\u4f55\u4f7f\u7528": [104, 215], "\u73b0\u5728\u8ba9\u6211\u4eec\u603b\u7ed3\u4e00\u4e0b": 104, "\u521b\u5efa\u4e00\u4e2a\u7c7b\u4f3c\u4e8e\u51fd\u6570\u7684\u53ef\u8c03\u7528\u5bf9\u8c61": 104, "\u5176\u4e2d\u5305\u542b\u4e86\u72b6\u6001\u6570\u636e": 104, "\u5982\u795e\u7ecf\u7f51\u7edc\u5c42\u6743\u91cd": 104, "\u5b83\u53ef\u4ee5\u81ea\u52a8\u5bf9\u5305\u542b\u7684\u53c2\u6570": 104, "\u8fdb\u884c\u68af\u5ea6\u5f52\u96f6\u548c\u66f4\u65b0\u6743\u91cd\u7b49\u64cd\u4f5c": 104, "\u5bf9\u5f20\u91cf\u8fdb\u884c\u5305\u88c5": 104, "\u4f7f": [104, 250], "\u5bf9\u8c61\u5728\u8fdb\u884c\u53cd\u5411\u4f20\u64ad\u65f6": 104, "\u53ef\u66f4\u65b0\u6743\u91cd\u53c2\u6570": 104, "\u4ec5\u8bbe\u7f6e": 104, "\u53c2\u6570\u65f6\u751f\u6548": 104, "\u5305\u542b\u591a\u79cd\u6fc0\u6d3b\u51fd\u6570": 104, "\u4ee5\u53ca\u65e0\u72b6\u6001\u7684\u5377\u79ef\u5c42\u548c\u7ebf\u6027\u5c42\u7b49\u7684\u5b9e\u73b0": 104, "\u5305\u542b\u591a\u79cd\u4f18\u5316\u5668": 104, "\u5728\u53cd\u5411\u4f20\u64ad\u8fc7\u7a0b\u4e2d\u4f18\u5316\u6743\u91cd\u53c2\u6570": 104, "\u65b9\u6cd5\u7684\u62bd\u8c61\u63a5\u53e3\u5b9a\u4e49": 104, "\u5b9e\u73b0\u7c7b": 104, "\u8fdb\u884c\u5c01\u88c5": 104, "\u63d0\u4f9b\u5206\u6279\u904d\u5386\u6570\u636e\u96c6\u7684\u80fd\u529b": 104, "nn_tutori": 104, "registri": [105, 106, 107, 121, 209], "thiago": [105, 107], "crepaldi": [105, 107], "gamut": 105, "supercomput": 105, "constrain": [105, 126, 154, 174, 175], "onnxscript": [105, 107, 108], "torch_input": 105, "onnx_program": [105, 108], "onnxprogram": 105, "protobuf": [105, 108, 188], "my_image_classifi": 105, "drag": [105, 153, 169, 170, 225, 226], "onnx_input": [105, 108], "adapt_torch_inputs_to_onnx": [105, 108], "onnxruntime_input": [105, 108], "onnxruntime_output": [105, 108], "torch_output": [105, 108], "adapt_torch_outputs_to_onnx": [105, 108], "assert_clos": [105, 108], "export_simple_model_to_onnx_tutori": [105, 106], "intro_onnx": [106, 107], "onnx_registry_tutori": [106, 108], "sphx_glr_beginner_onnx_intro_onnx": 106, "sphx_glr_beginner_onnx_export_simple_model_to_onnx_tutori": 106, "sphx_glr_beginner_onnx_onnx_registry_tutori": 106, "bytecod": [107, 173, 223], "fx": [107, 121, 145, 174, 175, 180, 197, 198, 201, 222, 248], "polish": [107, 127, 263], "newer": [107, 148, 153, 155], "upgrad": [107, 154, 159, 169, 197], "opset18": [107, 108], "opset": [107, 108, 174, 175], "succe": 107, "ti": 108, "tai": 108, "titaiwang": 108, "empow": 108, "runtimeerrorwithdiagnost": 108, "call_funct": [108, 174, 201], "operator_nam": 108, "onnxregistri": 108, "input_x": 108, "input_i": 108, "input_add_x": 108, "input_add_i": 108, "aten_add_model": 108, "custom_aten_add": 108, "custom_aten": 108, "native_funct": 108, "yaml": [108, 132, 205, 222, 223], "castlik": 108, "onnx_registri": 108, "register_op": 108, "op_nam": 108, "is_registered_op": 108, "export_opt": 108, "exportopt": 108, "op_typ": 108, "custom_aten_add_model": 108, "custom_add_model": 108, "gelu": [108, 110], "customgelu": 108, "namspac": 108, "custom_ort": 108, "custom_aten_gelu": 108, "aten_gelu_model": 108, "input_gelu_x": 108, "diagram": [108, 161], "custom_aten_gelu_model": 108, "custom_gelu_model": 108, "_custom_op": 108, "mylibrari": 108, "addandround_op": 108, "tensor_x": 108, "impl_abstract": [108, 175], "addandround_op_impl_abstract": 108, "addandround_op_impl": 108, "_dynamo": [108, 129, 145, 173, 174, 200, 253, 257], "allow_in_graph": 108, "customfoo": 108, "input_addandround_x": 108, "custom_addandround_model": 108, "customop": 108, "customopon": 108, "customoptwo": 108, "cpu_op": 108, "custom_opset": 108, "custom_addandround": 108, "add_x": 108, "round_x": 108, "libcustom_op_librari": 108, "custom_op_librari": 108, "ort": 108, "lonnxruntim": 108, "ort_session_opt": 108, "sessionopt": 108, "register_custom_ops_librari": 108, "sess_opt": 108, "quicker": 109, "record_funct": [109, 145, 165, 220, 239], "incur": [109, 124], "investig": [109, 113, 148, 157, 172, 173], "hi_idx": 109, "argwher": 109, "with_stack": [109, 169, 239], "profile_memori": [109, 169, 239], "group_by_stack_n": [109, 239], "traceback": [109, 145, 173, 174, 175], "193a910735e8": 109, "stacktrac": 109, "row_limit": [109, 145, 165, 239], "88": [109, 164, 177, 198], "212": 109, "953": 109, "mnt": [109, 136], "xarfus": 109, "au": 109, "07": [109, 122, 219, 220, 247], "715": 109, "848m": 109, "350": [109, 138], "151u": 109, "293": [109, 148], "342u": 109, "095u": 109, "931": 109, "006": 109, "476": 109, "338": 109, "759m": 109, "as_strid": [109, 145], "281": [109, 148], "808u": 109, "275": 109, "721u": 109, "_local": 109, "268": 109, "650u": [109, 239], "_scalar_dens": 109, "347": 109, "elimin": [109, 130, 139, 145, 146, 159, 184, 194], "nonzero": [109, 248], "as_tupl": [109, 116], "089m": 109, "402m": 109, "491m": 109, "119": [109, 186], "441": 109, "587u": 109, "_numpi": 109, "395": [109, 164], "602u": 109, "801m": 109, "xxxx": 110, "alexnet": [110, 148], "printable_graph": 110, "tensor_seq": 110, "ret": [110, 150, 159, 162, 210], "disable_cuda": 110, "convxd": 110, "maxpoolxd": 110, "batchnormxd": 110, "dropout2d": [110, 163, 167, 204, 222, 234], "l1loss": 110, "ctcloss": 110, "poissonnllloss": 110, "kldivloss": 110, "bcewithlogitsloss": 110, "marginrankingloss": 110, "hingeembeddingloss": 110, "multilabelmarginloss": 110, "smoothl1loss": [110, 147, 161], "softmarginloss": 110, "multilabelsoftmarginloss": 110, "multimarginloss": 110, "tripletmarginloss": 110, "prelu": 110, "rrelu": 110, "celu": 110, "hardshrink": 110, "logsigmoid": 110, "softplu": 110, "softshrink": 110, "softsign": 110, "tanhshrink": 110, "softmin": 110, "softmax2d": 110, "adaptivesoftmaxwithloss": 110, "adadelta": [110, 123, 130], "sparseadam": 110, "adamax": 110, "asgd": 110, "rprop": 110, "lambdalr": 110, "multiplicativelr": 110, "multisteplr": 110, "exponentiallr": 110, "reducelronplateau": 110, "cycliclr": 110, "onecyclelr": 110, "cosineannealingwarmrestart": 110, "xsampler": 110, "subsetrandom": 110, "weightedrandom": 110, "justin": 111, "johnson": 111, "\u672c\u6559\u7a0b\u901a\u8fc7\u81ea\u5305\u542b\u793a\u4f8b\u4ecb\u7ecd\u4e86": 111, "\u7684\u57fa\u672c\u6982\u5ff5": [111, 121], "\u5728\u5176\u6838\u5fc3": 111, "pytorch\u63d0\u4f9b\u4e86\u4e24\u4e2a\u4e3b\u8981\u529f\u80fd": 111, "\u4e00\u4e2an\u7ef4\u5f20\u91cf": 111, "\u7c7b\u4f3c\u4e8enumpi": 111, "\u4f46\u53ef\u4ee5\u5728gpu\u4e0a\u8fd0\u884c": 111, "\u7528\u4e8e\u6784\u5efa\u548c\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u7684\u81ea\u52a8\u5fae\u5206": 111, "\u6211\u4eec\u5c06\u4f7f\u7528\u62df\u5408": 111, "\u7684\u95ee\u9898\u4f5c\u4e3a\u793a\u4f8b": 111, "\u7f51\u7edc\u5c06\u5177\u6709\u56db\u4e2a\u53c2\u6570": 111, "\u5e76\u5c06\u4f7f\u7528\u68af\u5ea6\u4e0b\u964d\u6cd5\u8bad\u7ec3": 111, "\u901a\u8fc7\u6700\u5c0f\u5316\u7f51\u7edc\u8f93\u51fa\u4e0e\u771f\u5b9e\u8f93\u51fa\u4e4b\u95f4\u7684\u6b27\u51e0\u91cc\u5f97\u8ddd\u79bb": 111, "\u6765\u62df\u5408\u968f\u673a\u6570\u636e": 111, "\u53ef\u5728": [111, 227], "\u672c\u6587\u672b\u5c3e\u5904": 111, "\u67e5\u770b\u793a\u4f8b": [111, 121], "\u5728\u4ecb\u7ecd": 111, "\u4e4b\u524d": [111, 238, 245], "\u6211\u4eec\u5c06\u5148\u4f7f\u7528": 111, "\u6765\u5b9e\u73b0\u7f51\u7edc": 111, "numpy\u63d0\u4f9b\u4e86\u4e00\u4e2an\u7ef4\u6570\u7ec4\u5bf9\u8c61": 111, "\u5e76\u63d0\u4f9b\u4e86\u8bb8\u591a\u7528\u4e8e\u64cd\u4f5c\u8fd9\u4e9b\u6570\u7ec4\u7684\u51fd\u6570": 111, "numpy\u662f\u4e00\u4e2a\u901a\u7528\u7684\u79d1\u5b66\u8ba1\u7b97\u6846\u67b6": 111, "\u5b83\u4e0d\u77e5\u9053\u4efb\u4f55\u5173\u4e8e\u8ba1\u7b97\u56fe": 111, "\u6df1\u5ea6\u5b66\u4e60\u6216\u68af\u5ea6\u7684\u4fe1\u606f": 111, "\u6211\u4eec\u53ef\u4ee5\u5f88\u5bb9\u6613\u5730\u4f7f\u7528": 111, "\u63d0\u4f9b\u7684\u65b9\u6cd5": 111, "\u624b\u52a8\u5b9e\u73b0\u524d\u5411\u548c\u540e\u5411\u4f20\u64ad\u8fc7\u7a0b": 111, "\u6765\u62df\u5408\u4e00\u4e2a\u4e09\u6b21\u591a\u9879\u5f0f\u5230\u6b63\u5f26\u51fd\u6570": 111, "numpy\u662f\u4e00\u4e2a\u5f88\u68d2\u7684\u6846\u67b6": 111, "\u4f46\u5b83\u4e0d\u80fd\u5229\u7528gpu\u6765\u52a0\u901f\u5176\u6570\u503c\u8ba1\u7b97": 111, "\u5bf9\u4e8e\u73b0\u4ee3\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc": 111, "gpu\u901a\u5e38\u63d0\u4f9b": 111, "50\u500d\u6216\u66f4\u5927\u7684\u52a0\u901f": 111, "numpy\u5bf9\u4e8e\u73b0\u4ee3\u6df1\u5ea6\u5b66\u4e60\u6765\u8bf4\u8fd8\u662f\u4e0d\u591f\u7684": 111, "\u6211\u4eec\u4ecb\u7ecd\u4e86pytorch\u6700\u57fa\u672c\u7684\u6982\u5ff5": 111, "\u4e00\u4e2apytorch\u5f20\u91cf\u5728\u6982\u5ff5\u4e0a\u4e0enumpy\u6570\u7ec4\u76f8\u540c": 111, "\u4e00\u4e2an\u7ef4\u6570\u7ec4": 111, "pytorch\u63d0\u4f9b\u4e86\u8bb8\u591a\u64cd\u4f5c\u8fd9\u4e9b\u5f20\u91cf\u7684\u51fd\u6570": 111, "\u53ef\u4ee5\u81ea\u52a8\u8ddf\u8e2a\u8ba1\u7b97\u56fe\u548c\u68af\u5ea6": 111, "\u5b83\u4eec\u4e5f\u4f5c\u4e3a\u79d1\u5b66\u8ba1\u7b97\u7684\u901a\u7528\u5de5\u5177\u975e\u5e38\u6709\u7528": 111, "\u4e0d\u540c": [111, 245], "\u5f20\u91cf\u53ef\u4ee5\u5229\u7528gpu\u6765\u52a0\u901f\u5b83\u4eec\u7684\u6570\u503c\u8ba1\u7b97": 111, "\u8981\u5728gpu\u4e0a\u8fd0\u884c": 111, "\u60a8\u53ea\u9700\u8981\u6307\u5b9a\u6b63\u786e\u7684\u8bbe\u5907": 111, "\u5f20\u91cf\u6765\u62df\u5408\u4e00\u4e2a\u4e09\u6b21\u591a\u9879\u5f0f\u5230\u6b63\u5f26\u51fd\u6570\u4e2d": 111, "\u4e0e\u4e0a\u9762\u7684numpy\u793a\u4f8b\u7c7b\u4f3c": 111, "\u6211\u4eec\u9700\u8981\u624b\u52a8\u5b9e\u73b0\u7f51\u7edc\u7684\u524d\u5411\u548c\u540e\u5411\u4f20\u9012": 111, "\u6211\u4eec\u5fc5\u987b\u624b\u52a8\u5b9e\u73b0\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u540e\u5411\u4f20\u9012": 111, "\u5bf9\u4e8e\u4e00\u4e2a\u5c0f\u578b\u7684\u4e24\u5c42\u7f51\u7edc\u6765\u8bf4": 111, "\u624b\u52a8\u5b9e\u73b0\u540e\u5411\u4f20\u9012\u5e76\u4e0d\u662f\u4ec0\u4e48\u5927\u95ee\u9898": 111, "\u4f46\u5bf9\u4e8e\u5927\u578b\u590d\u6742\u7684\u7f51\u7edc\u6765\u8bf4": 111, "\u5f88\u5feb\u5c31\u4f1a\u53d8\u5f97\u975e\u5e38\u9ebb\u70e6": 111, "\u5e78\u8fd0\u7684\u662f": [111, 232], "\u6765\u81ea\u52a8\u8ba1\u7b97\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u540e\u5411\u4f20\u9012": 111, "pytorch\u4e2d\u7684": 111, "\u5305\u6b63\u662f\u63d0\u4f9b\u4e86\u8fd9\u79cd\u529f\u80fd": 111, "\u5f53\u4f7f\u7528\u81ea\u52a8\u6c42\u5bfc\u65f6": 111, "\u7f51\u7edc\u7684\u524d\u5411\u4f20\u9012\u5c06\u5b9a\u4e49\u4e00\u4e2a": 111, "\u56fe\u4e2d\u7684\u8282\u70b9\u662f\u5f20\u91cf": 111, "\u8fb9\u662f\u4ece\u8f93\u5165\u5f20\u91cf\u751f\u6210\u8f93\u51fa\u5f20\u91cf\u7684\u51fd\u6570": 111, "\u901a\u8fc7\u8fd9\u4e2a\u56fe\u8fdb\u884c\u53cd\u5411\u4f20\u64ad": 111, "\u7136\u540e\u53ef\u4ee5\u8f7b\u677e\u8ba1\u7b97\u68af\u5ea6": 111, "\u8fd9\u542c\u8d77\u6765\u5f88\u590d\u6742": 111, "\u4f46\u5728\u5b9e\u9645\u4f7f\u7528\u4e2d\u975e\u5e38\u7b80\u5355": 111, "\u6bcf\u4e2a\u5f20\u91cf\u4ee3\u8868\u8ba1\u7b97\u56fe\u4e2d\u7684\u4e00\u4e2a\u8282\u70b9": 111, "\u662f\u4e00\u4e2a\u8bbe\u7f6e\u4e86": 111, "\u5c06\u662f\u53e6\u4e00\u4e2a\u5f20\u91cf": 111, "\u5b83\u5305\u542b\u4e86": [111, 235], "\u76f8\u5bf9\u4e8e\u67d0\u4e2a\u6807\u91cf\u503c\u7684\u68af\u5ea6": 111, "\u6211\u4eec\u4f7f\u7528pytorch\u5f20\u91cf\u548c\u81ea\u52a8\u6c42\u5bfc\u6765\u5b9e\u73b0\u6211\u4eec\u7528\u4e09\u6b21\u591a\u9879\u5f0f\u62df\u5408\u6b63\u5f26\u6ce2\u7684\u793a\u4f8b": 111, "\u73b0\u5728\u6211\u4eec\u4e0d\u518d\u9700\u8981\u624b\u52a8\u5b9e\u73b0\u7f51\u7edc\u7684\u540e\u5411\u4f20\u9012": 111, "\u5728\u5e95\u5c42": [111, 213], "\u6bcf\u4e2a\u539f\u59cb\u7684\u81ea\u52a8\u6c42\u5bfc\u64cd\u4f5c\u5b9e\u9645\u4e0a\u662f\u5bf9\u5f20\u91cf\u8fdb\u884c\u64cd\u4f5c\u7684\u4e24\u4e2a\u51fd\u6570": 111, "\u51fd\u6570\u4ece\u8f93\u5165\u5f20\u91cf\u8ba1\u7b97\u8f93\u51fa\u5f20\u91cf": 111, "\u540e\u5411": 111, "\u51fd\u6570\u63a5\u6536\u8f93\u51fa\u5f20\u91cf\u76f8\u5bf9\u4e8e\u67d0\u4e2a\u6807\u91cf\u503c\u7684\u68af\u5ea6": 111, "\u5e76\u8ba1\u7b97\u8f93\u5165\u5f20\u91cf\u76f8\u5bf9\u4e8e\u540c\u4e00\u6807\u91cf\u503c\u7684\u68af\u5ea6": 111, "\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5b9a\u4e49\u4e00\u4e2a": 111, "\u7684\u5b50\u7c7b\u5e76\u5b9e\u73b0": 111, "\u8f7b\u677e\u5b9a\u4e49\u81ea\u5df1\u7684\u81ea\u52a8\u6c42\u5bfc\u64cd\u4f5c\u7b26": 111, "\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u6784\u9020\u5b9e\u4f8b\u5e76\u50cf\u51fd\u6570\u4e00\u6837\u8c03\u7528\u5b83": 111, "\u4f20\u9012\u5305\u542b\u8f93\u5165\u6570\u636e\u7684\u5f20\u91cf": 111, "\u6765\u4f7f\u7528\u6211\u4eec\u65b0\u7684\u81ea\u52a8\u6c42\u5bfc\u64cd\u4f5c\u7b26": 111, "\u6211\u4eec\u5c06\u6a21\u578b\u5b9a\u4e49\u4e3a": 111, "\u662f\u4e09\u9636\u7684": 111, "\u52d2\u8ba9\u5fb7\u591a\u9879\u5f0f": 111, "\u6211\u4eec\u7f16\u5199\u4e86\u81ea\u5df1\u7684\u81ea\u5b9a\u4e49\u81ea\u52a8\u6c42\u5bfc\u51fd\u6570\u6765\u8ba1\u7b97": 111, "\u7684\u524d\u5411\u548c\u540e\u5411\u4f20\u9012": 111, "\u5e76\u4f7f\u7528\u5b83\u6765\u5b9e\u73b0\u6211\u4eec\u7684\u6a21\u578b": 111, "\u548c\u81ea\u52a8\u6c42\u5bfc": 111, "\u662f\u5b9a\u4e49\u590d\u6742\u64cd\u4f5c\u975e\u5e38\u5f3a\u5927\u7684\u529f\u80fd": 111, "\u539f\u59cb\u7684\u81ea\u52a8\u6c42\u5bfc\u8fd8\u662f\u4e0d\u8db3\u4ee5\u652f\u6301\u5b9e\u73b0\u5927\u578b\u795e\u7ecf\u7f51\u7edc": 111, "\u5728\u6784\u5efa\u795e\u7ecf\u7f51\u7edc\u65f6": 111, "\u6211\u4eec\u901a\u5e38\u4f1a\u8003\u8651\u5c06\u8ba1\u7b97\u5b89\u6392\u6210": 111, "\u5176\u4e2d\u4e00\u4e9b\u5c42\u5177\u6709": 111, "\u53ef\u5b66\u4e60\u7684\u53c2\u6570": 111, "\u8fd9\u4e9b\u53c2\u6570\u5c06\u5728\u5b66\u4e60\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u4f18\u5316": 111, "\u5728tensorflow\u4e2d": 111, "\u50cf": 111, "tflearn": 111, "\u63d0\u4f9b\u4e86\u76f8\u8f83\u4e8e\u539f\u59cb\u8ba1\u7b97\u56fe\u7684\u66f4\u9ad8\u5c42\u6b21\u7684\u62bd\u8c61": 111, "\u8fd9\u4e9b\u62bd\u8c61\u5bf9\u4e8e\u6784\u5efa\u795e\u7ecf\u7f51\u7edc\u975e\u5e38\u6709\u7528": 111, "\u5305\u8d77\u5230\u4e86\u540c\u6837\u7684\u4f5c\u7528": 111, "\u5305\u5b9a\u4e49\u4e86\u4e00\u7ec4": 111, "\u8fd9\u4e9b\u6a21\u5757\u76f8\u5f53\u4e8e\u795e\u7ecf\u7f51\u7edc\u5c42": 111, "\u4e00\u4e2a\u6a21\u5757\u63a5\u6536\u8f93\u5165\u5f20\u91cf\u5e76\u8ba1\u7b97\u8f93\u51fa\u5f20\u91cf": 111, "\u4f46\u4e5f\u53ef\u4ee5\u5305\u542b\u5185\u90e8\u72b6\u6001": 111, "\u4f8b\u5982\u5305\u542b\u53ef\u5b66\u4e60\u53c2\u6570\u7684\u5f20\u91cf": 111, "\u5305\u8fd8\u5b9a\u4e49\u4e86\u4e00\u7ec4\u5e38\u7528\u4e8e\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u7684\u6709\u7528\u7684\u635f\u5931\u51fd\u6570": 111, "\u5305\u6765\u5b9e\u73b0\u6211\u4eec\u7684\u591a\u9879\u5f0f\u6a21\u578b\u7f51\u7edc": 111, "\u6211\u4eec\u901a\u8fc7\u4f7f\u7528": 111, "\u624b\u52a8\u66f4\u6539\u5f20\u91cf\u7684\u53ef\u5b66\u4e60\u53c2\u6570": 111, "\u6765\u66f4\u65b0\u6a21\u578b\u7684\u6743\u91cd": 111, "\u5bf9\u4e8e\u50cf\u968f\u673a\u68af\u5ea6\u4e0b\u964d\u8fd9\u6837\u7684\u4f18\u5316\u7b97\u6cd5\u6765\u8bf4": 111, "\u8fd9\u5e76\u4e0d\u662f\u4e00\u4e2a\u5f88\u5927\u7684\u8d1f\u62c5": 111, "\u4f46\u5728\u5b9e\u8df5\u4e2d": 111, "\u6211\u4eec\u7ecf\u5e38\u4f7f\u7528\u66f4\u590d\u6742\u7684\u4f18\u5316\u5668\u6765\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc": 111, "\u6bd4\u5982": 111, "\u5305\u62bd\u8c61\u4e86\u4f18\u5316\u7b97\u6cd5\u7684\u5b9a\u4e49": 111, "\u5e76\u63d0\u4f9b\u4e86\u5e38\u7528\u4f18\u5316\u7b97\u6cd5\u7684\u5b9e\u73b0": 111, "\u6211\u4eec\u5c06\u50cf\u4ee5\u524d\u4e00\u6837\u4f7f\u7528": 111, "\u5305\u6765\u5b9a\u4e49\u6211\u4eec\u7684\u6a21\u578b": 111, "\u4f46\u6211\u4eec\u5c06\u4f7f\u7528": 111, "\u5305\u63d0\u4f9b\u7684": 111, "\u7b97\u6cd5\u6765\u4f18\u5316\u6a21\u578b": 111, "\u6709\u65f6\u4f60\u53ef\u80fd\u4f1a\u5e0c\u671b\u81ea\u5b9a\u4e49\u6bd4\u73b0\u6709\u6a21\u5757\u96c6\u66f4\u590d\u6742\u7684\u6a21\u578b": 111, "\u5728\u8fd9\u4e9b\u60c5\u51b5\u4e0b": 111, "\u4f60\u53ef\u4ee5\u901a\u8fc7\u7ee7\u627f": 111, "\u5e76\u5b9a\u4e49\u4e00\u4e2a": 111, "\u65b9\u6cd5\u6765\u81ea\u5b9a\u4e49\u6a21\u5757": 111, "\u8be5\u65b9\u6cd5\u63a5\u6536\u8f93\u5165\u5f20\u91cf": 111, "\u5e76\u4f7f\u7528\u5176\u4ed6\u6a21\u5757\u6216\u5728\u5f20\u91cf\u4e0a\u81ea\u52a8\u6c42\u5bfc\u7b49\u64cd\u4f5c\u751f\u6210\u65b0\u7684\u8f93\u51fa\u5f20\u91cf": 111, "\u6211\u4eec\u5c06\u5b9e\u73b0\u4e00\u4e2a\u4e09\u6b21\u591a\u9879\u5f0f\u4f5c\u4e3a\u81ea\u5b9a\u4e49\u6a21\u5757\u7684\u5b50\u7c7b": 111, "\u4f5c\u4e3a\u52a8\u6001\u8ba1\u7b97\u56fe\u548c\u6743\u91cd\u5171\u4eab\u7684\u4e00\u4e2a\u793a\u4f8b": 111, "\u6211\u4eec\u5b9e\u73b0\u4e86\u4e00\u4e2a\u975e\u5e38\u5947\u7279\u7684\u6a21\u578b": 111, "\u4e00\u4e2a\u4e09\u81f3\u4e94\u9636\u7684\u591a\u9879\u5f0f": 111, "\u5728\u6bcf\u6b21\u524d\u5411\u4f20\u9012\u65f6\u968f\u673a\u9009\u62e9\u4e00\u4e2a3\u52305\u4e4b\u95f4\u7684\u6570\u5b57": 111, "\u5e76\u4f7f\u7528\u8be5\u9636\u6570\u591a\u9879\u5f0f\u6765\u8ba1\u7b97": 111, "\u91cd\u590d\u4f7f\u7528\u76f8\u540c\u7684\u6743\u91cd\u591a\u6b21\u4ee5\u8ba1\u7b97\u56db\u9636\u548c\u4e94\u9636\u591a\u9879\u5f0f": 111, "\u5bf9\u4e8e\u8fd9\u4e2a\u6a21\u578b": 111, "\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528python\u6d41\u63a7\u5236\u6765\u5b9e\u73b0\u5faa\u73af": 111, "\u5e76\u4e14\u53ef\u4ee5\u901a\u8fc7\u5728\u5b9a\u4e49\u524d\u5411\u4f20\u9012\u65f6": 111, "\u591a\u6b21\u91cd\u590d\u4f7f\u7528\u76f8\u540c\u7684\u53c2\u6570": 111, "\u6765\u5b9e\u73b0\u6743\u91cd\u5171\u4eab": 111, "\u6211\u4eec\u53ef\u4ee5\u5f88\u5bb9\u6613\u5730\u5c06\u8fd9\u4e2a\u6a21\u578b\u5b9e\u73b0\u4e3a\u4e00\u4e2a\u6a21\u5757\u7684\u5b50\u7c7b": 111, "\u5177\u4f53\u793a\u4f8b\u5982\u4e0b": 111, "unpickl": 112, "facil": 112, "running_mean": [112, 143, 199, 250], "themodelclass": 112, "param_tensor": [112, 250], "var_nam": [112, 250], "param_group": [112, 160, 212, 217, 245], "dampen": 112, "4675713712": 112, "4675713784": 112, "4675714000": 112, "4675714072": 112, "4675714216": 112, "4675714288": 112, "4675714432": 112, "4675714504": 112, "4675714648": 112, "4675714720": 112, "_use_new_zipfile_seri": 112, "inconsist": [112, 145, 242], "best_model_st": 112, "deepcopi": [112, 139, 143, 158, 183, 199, 200], "overfit": [112, 128, 158], "model_script": 112, "model_state_dict": [112, 215, 221, 242], "theoptimizerclass": 112, "modela_state_dict": [112, 244], "modela": [112, 244], "modelb_state_dict": [112, 244], "modelb": [112, 244], "optimizera_state_dict": [112, 244], "optimizera": [112, 244], "optimizerb_state_dict": [112, 244], "optimizerb": [112, 244], "themodelaclass": 112, "themodelbclass": 112, "theoptimizeraclass": 112, "theoptimizerbclass": 112, "gan": [112, 121, 154, 244], "ensembl": [112, 121], "remap": 112, "overwrit": 112, "saving_loading_model": 112, "pendo": 113, "abbo": 113, "joe": [113, 134], "cum": 113, "cnndm": 113, "imdb": 113, "multi30k": [113, 118], "sentencepiec": 113, "t5transform": 113, "padding_idx": 113, "eos_idx": [113, 118], "max_seq_len": 113, "t5_sp_model_path": 113, "t5_tokenizer_bas": 113, "sp_model_path": 113, "t5_base_gener": 113, "t5_base": 113, "beam": 113, "sequence_gener": 113, "datapip": [113, 116], "appendix": 113, "cnndm_batch_siz": 113, "cnndm_datapip": 113, "apply_prefix": 113, "rows2columnar": 113, "cnndm_dataload": 113, "batch_prefix": 113, "sst2": 113, "imdb_batch_s": 113, "imdb_datapip": 113, "process_label": 113, "imdb_dataload": 113, "german": [113, 116, 118, 127, 128], "multi_batch_s": 113, "language_pair": [113, 118], "multi_datapip": 113, "multi_dataload": 113, "input_text": 113, "beam_siz": 113, "model_output": [113, 142, 163], "num_beam": 113, "output_text": 113, "year": [113, 151, 154], "tattoo": 113, "decad": [113, 177], "australia": 113, "campaign": 113, "honest": 113, "london": 113, "stephen": 113, "hendri": 113, "fame": [113, 267], "supermodel": 113, "sydnei": 113, "australian": 113, "fan": [113, 129, 159], "him": 113, "hotel": 113, "heartthrob": 113, "strai": 113, "pooch": 113, "buri": 113, "stagger": 113, "nearbi": 113, "farm": 113, "dirt": 113, "emaci": 113, "disloc": 113, "jaw": 113, "leg": 113, "injuri": [113, 264], "cave": 113, "sinu": 113, "caviti": 113, "surgeri": [113, 172], "breath": 113, "theia": 113, "bulli": 113, "breed": 113, "appar": [113, 158], "whack": 113, "hammer": 113, "miracl": 113, "sara": 113, "mellado": 113, "mohammad": 113, "javad": 113, "zarif": 113, "iran": 113, "sunni": 113, "fridai": 113, "morn": 113, "bring": [113, 160, 169, 172, 185, 193, 206], "rejoin": 113, "john": 113, "kerri": 113, "foreign": 113, "minist": 113, "takeov": 113, "iranian": 113, "consul": 113, "tweet": 113, "american": 113, "week": 113, "ebola": 113, "west": 113, "africa": 113, "discharg": 113, "hasn": 113, "clinician": 113, "health": 113, "boston": 113, "viru": 113, "sierra": 113, "march": 113, "diagnos": [113, 133], "diseas": [113, 172], "maryland": 113, "nation": 113, "institut": 113, "patient": [113, 172], "campu": 113, "polic": 113, "offic": [113, 198, 199], "affair": 113, "admit": 113, "noos": 113, "wednesdai": 113, "incid": 113, "racist": 113, "colleg": 113, "duke": 113, "disciplinari": 113, "school": 113, "rope": 113, "sci": [113, 115], "fi": 113, "tv": 113, "underfund": 113, "misunderstood": 113, "babylon": 113, "star": 113, "trek": 113, "silli": [113, 125], "prosthet": 113, "cheap": 113, "cardboard": 113, "stilt": 113, "dialogu": 113, "cg": 113, "painfulli": 113, "clich\u00e9d": 113, "uninspir": 113, "viewer": 113, "emot": 113, "genr": 113, "serious": 113, "cf": 113, "seriou": 113, "foolish": 113, "spark": 113, "Their": [113, 191, 193], "reaction": 113, "wooden": [113, 264], "maker": 113, "rubbish": 113, "gene": 113, "roddenberri": 113, "ash": 113, "orbit": 113, "dull": 113, "poorli": [113, 127], "advert": 113, "trudg": 113, "trabant": 113, "lumber": 113, "spoiler": 113, "kill": 113, "actor": [113, 137], "jeeez": 113, "dalla": 113, "entertain": 113, "rental": 113, "fight": 113, "van": 113, "damm": 113, "shoot": 113, "battl": 113, "shell": [113, 209, 214, 219, 224], "shotgun": 113, "terrorist": 113, "bomb": 113, "blow": 113, "br": 113, "inclus": [113, 174, 175, 247], "rabbit": 113, "hardli": [113, 115], "profound": 113, "stereotyp": 113, "angri": 113, "veteran": 113, "terrifi": 113, "illeg": 113, "alien": 113, "crook": 113, "cop": 113, "indiffer": 113, "bitchi": 113, "ladi": 113, "station": 113, "politician": 113, "federal": 113, "typecast": 113, "mexican": 113, "hollywood": 113, "1940": 113, "passabl": 113, "villain": 113, "certainli": [113, 144, 191, 193], "knew": 113, "gui": [113, 227, 252, 264], "weren": [113, 139, 155], "desert": 113, "simplist": 113, "hamlet": 113, "annoi": [113, 146], "vd": 113, "daughter": 113, "film": 113, "semi": [113, 121, 194, 197], "alright": 113, "dam": 113, "disappoint": [113, 115], "budget": [113, 126], "poor": 113, "orang": [113, 125, 159], "ein": [113, 118], "mann": 113, "einem": [113, 118], "orangen": 113, "hut": 113, "der": 113, "etwa": 113, "schaut": 113, "mit": [113, 140], "orangefarbenen": 113, "anstarrt": 113, "terrier": 113, "lush": 113, "grass": 113, "front": [113, 115, 139, 157, 177, 178], "fenc": 113, "l\u00e4uft": 113, "auf": 113, "\u00fcppigem": 113, "gr\u00fcnem": 113, "gra": 113, "vor": [113, 118], "wei\u00dfen": 113, "zaun": 113, "\u00fcber": 113, "saftig": 113, "gr\u00fcne": 113, "girl": 113, "karat": 113, "m\u00e4dchen": 113, "bricht": 113, "einen": [113, 116], "st\u00f6ck": 113, "frontkick": 113, "karateanzug": 113, "brett": 113, "tritt": 113, "wear": 113, "jacket": 113, "helmet": 113, "snow": 113, "snowmobil": 113, "f\u00fcnf": 113, "menschen": [113, 118], "winterjacken": 113, "und": 113, "helmen": 113, "stehen": 113, "schnee": 113, "schneemobilen": 113, "hintergrund": 113, "leut": 113, "roof": 113, "hous": 113, "die": 113, "fixieren": 113, "da": 113, "dach": 113, "haus": 113, "reparieren": 113, "t5_tutori": 113, "firstnam": 114, "lastnam": 114, "gallery_pattern": 114, "neural_style_transfer_tutori": 114, "_build": 114, "beginner_sourc": 114, "link1": 114, "link2": 114, "template_tutori": 114, "portalock": 115, "ag_new": 115, "fear": 115, "pension": 115, "union": [115, 180], "turner": 115, "newal": 115, "stricken": 115, "firm": 115, "feder": 115, "mogul": 115, "race": [115, 136], "spaceflight": 115, "toronto": 115, "canada": [115, 265], "rocket": 115, "ansari": 115, "prize": 115, "contest": 115, "fund": 115, "suborbit": 115, "flight": 115, "ky": 115, "grant": 115, "peptid": 115, "ap": 115, "chemistri": 115, "louisvil": 115, "amino": 115, "acid": 115, "protein": 115, "revisit": [115, 191, 264], "yield_token": [115, 118], "data_it": [115, 116, 118], "475": [115, 164], "5297": 115, "text_pipelin": 115, "label_pipelin": 115, "collate_batch": 115, "label_list": [115, 138, 172, 186], "text_list": 115, "_label": 115, "_text": 115, "processed_text": 115, "cumsum": 115, "textclassificationmodel": 115, "embed_dim": [115, 165], "sport": 115, "tec": 115, "total_acc": 115, "total_count": 115, "to_map_style_dataset": 115, "total_accu": 115, "num_train": 115, "split_train_": 115, "split_valid_": 115, "valid_dataload": 115, "accu_v": 115, "accu_test": 115, "golf": 115, "ag_news_label": 115, "ex_text_str": 115, "memphi": 115, "tenn": 115, "ago": 115, "jon": 115, "rahm": 115, "endur": 115, "season": 115, "weather": 115, "sundai": 115, "royal": 115, "portrush": 115, "wind": 115, "rain": 115, "thursdai": 115, "wgc": 115, "fedex": 115, "jude": 115, "invit": 115, "stori": 115, "mid": 115, "spaniard": 115, "stroke": 115, "flawless": 115, "pga": 115, "tour": 115, "nine": 115, "tpc": 115, "southwind": 115, "text_sentiment_ngrams_tutori": 115, "sharma": 116, "legaci": 116, "tatoeba": [116, 166], "deu": 116, "en_core_web_sm": [116, 118], "de_core_news_sm": [116, 118], "dp": [116, 124, 177, 178], "eng": [116, 166, 195], "file_path": 116, "data_pip": 116, "iterablewrapp": 116, "fileopen": 116, "parse_csv": 116, "skip_lin": 116, "removeattribut": 116, "engtoken": 116, "detoken": 116, "haben": 116, "sie": 116, "guten": 116, "gettoken": 116, "source_vocab": 116, "min_freq": [116, 118], "special_first": [116, 118], "target_vocab": 116, "get_ito": 116, "gettransform": 116, "text_tranform": 116, "vocabtransform": 116, "addtoken": 116, "temp_list": 116, "some_sent": 116, "798": 116, "transformed_sent": 116, "index_to_str": 116, "applytransform": 116, "sequence_pair": 116, "bucketbatch": 116, "sortbucket": 116, "batch_num": 116, "bucket_num": 116, "use_in_batch_shuffl": 116, "sort_kei": 116, "x_3": [116, 264], "y_3": 116, "x_4": [116, 264], "y_4": 116, "separatesourcetarget": 116, "applypad": 116, "pair_of_sequ": 116, "source_index_to_str": 116, "target_index_to_str": 116, "showsometransformedsent": 116, "traget": 116, "torchtext_custom_dataset_tutori": 116, "cs231n": 117, "licens": [117, 138, 140, 167], "bsd": [117, 167], "image_dataset": [117, 158], "dataset_s": [117, 158], "class_nam": [117, 140, 158, 172, 214], "train_model": [117, 158, 246], "tempdir": 117, "best_model_params_path": 117, "best_model_param": 117, "best_acc": [117, 158], "running_correct": [117, 158], "set_grad_en": [117, 158, 220], "epoch_loss": [117, 136, 158], "epoch_acc": [117, 158], "time_elaps": [117, 158], "visualize_model": [117, 158], "was_train": [117, 158], "images_so_far": 117, "model_ft": [117, 158], "num_ftr": [117, 158], "optimizer_ft": [117, 158], "exp_lr_schedul": [117, 158], "step_siz": [117, 122, 123, 130, 158, 179], "model_conv": 117, "optimizer_conv": 117, "visualize_model_predict": 117, "72100438_73de9f17af": 117, "transfer_learning_tutori": 117, "\u8fdb\u884c\u8bed\u8a00\u7ffb\u8bd1": [118, 121], "inbuilt": [118, 154], "1756": 118, "issuecom": 118, "1163664163": 118, "githubusercont": [118, 119, 179], "neychev": 118, "small_dl_repo": 118, "src_languag": 118, "tgt_languag": 118, "token_transform": 118, "vocab_transform": 118, "language_index": 118, "data_sampl": 118, "unk_idx": 118, "pad_idx": 118, "bos_idx": 118, "special_symbol": 118, "bo": 118, "ln": 118, "emb_siz": 118, "maxlen": [118, 161], "den": 118, "pos_embed": 118, "register_buff": [118, 154, 203], "token_embed": 118, "tokenembed": 118, "seq2seqtransform": 118, "num_encoder_lay": 118, "num_decoder_lay": 118, "src_vocab_s": 118, "tgt_vocab_s": 118, "dim_feedforward": 118, "src_tok_emb": 118, "tgt_tok_emb": 118, "positional_encod": 118, "trg": 118, "src_mask": 118, "tgt_mask": 118, "src_padding_mask": 118, "tgt_padding_mask": 118, "memory_key_padding_mask": 118, "src_emb": 118, "tgt_emb": 118, "tgt": [118, 166], "generate_square_subsequent_mask": 118, "sz": 118, "triu": [118, 154], "masked_fil": [118, 192], "create_mask": 118, "src_seq_len": 118, "tgt_seq_len": 118, "ffn_hid_dim": 118, "xavier_uniform_": 118, "ignore_index": 118, "pad_sequ": 118, "club": 118, "sequential_transform": 118, "txt_input": 118, "tensor_transform": 118, "token_id": 118, "text_transform": 118, "src_batch": 118, "tgt_batch": 118, "src_sampl": 118, "tgt_sampl": 118, "rstrip": 118, "train_epoch": [118, 166], "tgt_input": 118, "tgt_out": 118, "val_dataload": [118, 149], "ingredi": 118, "timeit": [118, 139, 145, 146, 150, 155, 194, 224, 235, 240, 247], "default_tim": [118, 194, 240], "train_loss": 118, "end_tim": [118, 231, 238], "greedy_decod": 118, "start_symbol": 118, "ys": 118, "prob": [118, 160, 162, 164, 170], "next_word": 118, "src_sentenc": 118, "num_token": 118, "tgt_token": 118, "lookup_token": 118, "grupp": 118, "von": 118, "steht": 118, "iglu": 118, "3f5ee243547dee91fbd053c1c4a845aa": 118, "pdf": 118, "harvard": 118, "edu": [118, 179], "translation_transform": 118, "geeta": [119, 177], "chauhan": [119, 177], "facebook": [119, 136, 205, 223], "android": [119, 121, 195, 197, 228, 229, 252, 254], "2012": [119, 265], "hundr": [119, 120, 124, 172], "distil": [119, 121, 188], "timm": 119, "imagenet_default_mean": 119, "imagenet_default_std": 119, "facebookresearch": [119, 185, 217], "deit_base_patch16_224": 119, "clsidx": 119, "269": [119, 148], "timber": [119, 189], "wolf": [119, 189], "cani": [119, 189], "lupu": [119, 189], "scripted_model": [119, 189], "fbdeit_script": 119, "346mb": 119, "qnnpack": [119, 159, 180, 219, 224, 229], "qconfig_spec": [119, 229], "scripted_quantized_model": 119, "fbdeit_scripted_quant": 119, "fbdeit_quantized_script": 119, "89mb": 119, "mobile_optim": [119, 189, 195, 207, 219, 223, 225, 226, 254], "optimize_for_mobil": [119, 189, 195, 207, 219, 223, 224, 225, 226, 254], "optimized_scripted_quantized_model": 119, "fbdeit_optimized_scripted_quant": 119, "_save_for_lite_interpret": [119, 188, 189, 195, 205, 223, 224], "fbdeit_optimized_scripted_quantized_lit": 119, "ptl": [119, 188, 205, 223, 224], "prof1": 119, "prof2": 119, "prof3": 119, "prof4": 119, "prof5": 119, "1236": 119, "69m": 119, "1226": 119, "72m": 119, "593": 119, "19m": 119, "598": 119, "01m": 119, "81": [119, 145], "52": [119, 127, 148, 177], "vt_tutori": 119, "spread": [120, 172], "demand": 120, "mesh": [120, 124], "ddp_series_intro": 120, "utm_sourc": 120, "distr_land": 120, "utm_medium": 120, "distributeddata": 120, "ddp_tutori": 120, "intermediate_ddp_tutori": 120, "generic_join": 120, "fsdp_tutori": 120, "fsdp_getting_start": 120, "huggingfac": [120, 122, 123, 186, 202], "hf": 120, "t5": 120, "fsdp_adavnced_tutori": 120, "fsdp_advanc": 120, "tp_tutori": [120, 124], "distributed_device_mesh": 120, "rpc_tutori": 120, "rpc_getting_start": 120, "rpc_param_server_tutori": 120, "rpc_async_execut": 120, "rpc_ddp_tutori": 120, "rpc_plus_ddp": 120, "plug": [120, 156, 167, 224], "process_group_cpp_extension_tutori": 120, "custom_extensions_cpp": 120, "\u65b0\u589e\u6559\u7a0b": 121, "\u4f7f\u7528\u81ea\u5b9a\u4e49\u7684": 121, "triton": [121, 145, 173, 200, 252], "\u5185\u6838\u4e0e": 121, "\u901a\u8fc7\u533a\u57df\u7f16\u8bd1\u51cf\u5c11": [121, 252], "\u51b7\u542f\u52a8\u7f16\u8bd1\u65f6\u95f4": [121, 252], "tp": 121, "\u8fdb\u884c\u5927\u89c4\u6a21": 121, "\u6a21\u578b\u8bad\u7ec3": 121, "\u5229\u7528\u534a\u7ed3\u6784\u5316": 121, "\u7a00\u758f\u6027\u52a0\u901f": 121, "\u548c\u5f20\u91cf\u5b50\u7c7b\u7684\u6269\u5c55\u70b9": [121, 252], "\u719f\u6089": 121, "\u7684\u6982\u5ff5\u548c\u6a21\u5757": 121, "\u901a\u8fc7\u672c\u5feb\u901f\u5165\u95e8\u6307\u5357": 121, "\u5b66\u4e60\u5982\u4f55\u52a0\u8f7d\u6570\u636e": 121, "\u6784\u5efa\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc": 121, "\u8bad\u7ec3\u548c\u4fdd\u5b58\u6a21\u578b": 121, "\u5f00\u542f": 121, "\u65c5\u7a0b": 121, "\u793a\u4f8b": [121, 248, 259], "\u5c0f\u5de7\u6613\u7528": 121, "\u5373\u65f6\u90e8\u7f72\u7684": 121, "\u4ee3\u7801\u793a\u4f8b": 121, "\u5168\u90e8": 121, "\u9010\u6b65\u6559\u4f60\u5982\u4f55\u7528pytorch\u6784\u5efa\u5b8c\u6574\u7684\u673a\u5668\u5b66\u4e60\u6d41\u7a0b": 121, "\u4ecb\u7ecd\u89c6\u9891": 121, "\u7528pytorch\u6784\u5efa\u5b8c\u6574\u7684\u673a\u5668\u5b66\u4e60\u5de5\u4f5c\u6d41\u7a0b": 121, "pytorch\u521d\u5b66\u8005\u7cfb\u5217": 121, "\u901a\u8fc7\u793a\u4f8b\u5b66\u4e60": 121, "\u672c\u6559\u7a0b\u901a\u8fc7\u72ec\u7acb\u7684\u793a\u4f8b\u4ecb\u7ecd\u4e86": 121, "\u4ec0\u4e48\u662f": 121, "\u6765\u521b\u5efa\u548c\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc": 121, "\u5c55\u73b0\u6a21\u578b": 121, "\u6570\u636e\u548c\u8bad\u7ec3\u8fc7\u7a0b": 121, "\u5b66\u4e60\u4f7f\u7528": 121, "\u53ef\u89c6\u5316\u6570\u636e\u96c6\u548c\u6a21\u578b\u8bad\u7ec3\u8fc7\u7a0b": 121, "\u76ee\u6807\u68c0\u6d4b\u5fae\u8c03\u6559\u7a0b": 121, "\u5fae\u8c03\u9884\u8bad\u7ec3\u7684": 121, "\u4f7f\u7528\u8fc1\u79fb\u5b66\u4e60\u8bad\u7ec3\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u8fdb\u884c\u56fe\u50cf\u5206\u7c7b": 121, "\u4f18\u5316\u89c6\u89c9transformer\u6a21\u578b": 121, "\u5e94\u7528\u6700\u524d\u6cbf\u7684": 121, "\u57fa\u4e8e": 121, "\u6a21\u578b\u5230\u8ba1\u7b97\u673a\u89c6\u89c9\u4efb\u52a1\u4e2d": 121, "\u5bf9\u6297\u6027\u6837\u672c\u751f\u6210": 121, "dcgan": 121, "\u5b66\u4e60\u5982\u4f55\u901a\u8fc7\u89c6\u89c9\u6ce8\u610f\u673a\u5236\u589e\u5f3a\u4f60\u7684\u7f51\u7edc": 121, "tiatoolbox": 121, "\u5bf9\u56fe\u50cf\u8fdb\u884c\u63a8\u7406": 121, "\u5b66\u4e60\u5982\u4f55\u4f7f\u7528tiatoolbox\u5bf9\u56fe\u50cf\u8fdb\u884c\u63a8\u7406": 121, "usb": [121, 159], "\u7684\u534a\u76d1\u7763\u5b66\u4e60\u6559\u7a0b": 121, "\u5b66\u4e60\u5982\u4f55\u4f7f\u7528": [121, 252], "\u5bf9\u81ea\u5b9a\u4e49\u6570\u636e\u8fdb\u884c\u534a\u76d1\u7763\u5b66\u4e60\u7b97\u6cd5\u7684\u8bad\u7ec3": 121, "\u52a0\u8f7d\u6570\u636e": [121, 236, 252], "\u91cd\u91c7\u6837": 121, "\u5bf9\u97f3\u9891\u6ce2\u5f62\u8fdb\u884c\u91cd\u65b0\u91c7\u6837": 121, "\u6570\u636e\u589e\u5f3a": 121, "\u5e94\u7528\u6570\u636e\u589e\u5f3a": 121, "\u7279\u5f81\u63d0\u53d6": 121, "\u63d0\u53d6\u7279\u5f81": 121, "\u7279\u5f81\u589e\u5f3a": 121, "\u5bf9\u7279\u5f81\u8fdb\u884c\u589e\u5f3a": 121, "\u4e2d\u4f7f\u7528": [121, 252], "wav2vec2": 121, "\u8fdb\u884c\u81ea\u52a8\u8bed\u97f3\u8bc6\u522b": 121, "\u7684\u9884\u8bad\u7ec3\u6a21\u578b\u6765\u6784\u5efa\u8bed\u97f3\u8bc6\u522b\u5e94\u7528\u7a0b\u5e8f": 121, "\u8bed\u97f3\u547d\u4ee4\u5206\u7c7b": 121, "\u5b66\u4e60\u5982\u4f55\u6b63\u786e\u683c\u5f0f\u5316\u97f3\u9891\u6570\u636e\u96c6": 121, "\u7136\u540e\u5728\u8be5\u6570\u636e\u96c6\u4e0a\u8bad\u7ec3": 121, "\u6d4b\u8bd5\u97f3\u9891\u5206\u7c7b\u5668\u7f51\u7edc": 121, "\u8fdb\u884c\u6587\u672c\u8f6c\u8bed\u97f3": 121, "\u7684\u9884\u8bad\u7ec3\u6a21\u578b\u6784\u5efa\u6587\u672c\u8f6c\u8bed\u97f3\u5e94\u7528\u7a0b\u5e8f": 121, "\u8fdb\u884c\u5bf9\u9f50": 121, "\u9884\u8bad\u7ec3\u6a21\u578b\u5bf9\u6587\u672c\u8fdb\u884c\u4e0e\u8bed\u97f3\u5bf9\u9f50": 121, "\u63d0\u5347\u63a8\u7406\u6548\u7387": 121, "\u5b9e\u73b0\u7684": [121, 245], "\u4ee5\u5b9e\u73b0\u9ad8\u6027\u80fd\u7684\u63a8\u65ad": 121, "\u4ece\u96f6\u5f00\u59cb\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406": 121, "\u4f7f\u7528\u5b57\u7b26\u7ea7": 121, "\u5bf9\u59d3\u540d\u8fdb\u884c\u5206\u7c7b": 121, "\u6784\u5efa\u5e76\u8bad\u7ec3\u4e00\u4e2a\u57fa\u672c\u7684\u5b57\u7b26\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc": 121, "\u4ece\u96f6\u5f00\u59cb\u5206\u7c7b\u5355\u8bcd": 121, "\u800c\u4e0d\u4f7f\u7528": 121, "\u751f\u6210\u59d3\u540d": [121, 127, 166], "\u5728\u4f7f\u7528\u5b57\u7b26\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5bf9\u59d3\u540d\u8fdb\u884c\u5206\u7c7b\u4e4b\u540e": 121, "\u5b66\u4e60\u5982\u4f55\u4ece\u8bed\u8a00\u4e2d\u751f\u6210\u59d3\u540d": 121, "\u4f7f\u7528\u5e8f\u5217\u5230\u5e8f\u5217\u7f51\u7edc\u548c\u6ce8\u610f\u529b\u8fdb\u884c\u7ffb\u8bd1": 121, "\u5728\u8fd9\u91cc\u6211\u4eec\u7f16\u5199\u81ea\u5df1\u7684\u7c7b\u548c\u51fd\u6570\u6765\u9884\u5904\u7406\u6570\u636e\u4ee5\u6267\u884c\u6211\u4eec\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5efa\u6a21\u4efb\u52a1": 121, "\u8fdb\u884c\u6587\u672c\u5206\u7c7b": 121, "\u5e93\u6784\u5efa\u6570\u636e\u96c6\u5e76\u5bf9\u6587\u672c\u8fdb\u884c\u5206\u7c7b": 121, "\u4ece\u96f6\u5f00\u59cb\u8bad\u7ec3\u4e00\u4e2a\u4f7f\u7528": 121, "\u7684\u8bed\u8a00\u7ffb\u8bd1\u6a21\u578b": 121, "\u4f7f\u7528torchtext\u9884\u5904\u7406\u81ea\u5b9a\u4e49\u6587\u672c\u6570\u636e\u96c6": 121, "\u51c6\u5907\u81ea\u5b9a\u4e49\u6570\u636e\u96c6": 121, "\u53ef\u9009": [121, 252], "\u6a21\u578b\u5bfc\u51fa\u4e3a": 121, "\u8fd0\u884c\u5b83": 121, "\u6784\u5efa\u4e00\u4e2a": 121, "\u56fe\u50cf\u5206\u7c7b\u5668\u6a21\u578b": 121, "\u7136\u540e\u5c06\u5176\u8f6c\u6362\u4e3a": 121, "\u683c\u5f0f": [121, 248, 252, 258], "\u6700\u540e\u4f7f\u7528": 121, "\u90e8\u7f72\u5b83": 121, "\u4ecb\u7ecd": [121, 248, 252, 256], "\u6f14\u793a\u5982\u4f55\u901a\u8fc7\u4f7f\u7528": 121, "\u6765\u89e3\u51b3\u4e0d\u652f\u6301\u7684\u64cd\u4f5c\u7b26": 121, "\u4ece\u800c\u5b9e\u73b0\u7aef\u5230\u7aef\u7684\u6d41\u7a0b": 121, "\u5f3a\u5316\u5b66\u4e60": 121, "dqn": 121, "cartpol": [121, 137, 161, 164], "\u4efb\u52a1\u4e0a\u8bad\u7ec3\u4e00\u4e2a": 121, "\u4ee3\u7406": 121, "\u4f7f\u7528torchrl\u8fdb\u884c\u5f3a\u5316\u5b66\u4e60": 121, "torchrl": [121, 137, 147], "proxim": [121, 160], "pendulum": [121, 160], "\u8bad\u7ec3\u4e00\u4e2a\u9a6c\u91cc\u5965\u6e38\u620f\u7684": 121, "mario": [121, 147, 154], "ddpg": 121, "\u4e2d\u90e8\u7f72": [121, 140], "densenet": [121, 140, 214], "121": [121, 140, 145, 179, 239], "\u4e2d\u52a0\u8f7d": [121, 140, 252], "thumbnail": [121, 172], "holist": 121, "fuser": 121, "nchw": [121, 130, 148, 178, 221, 224], "raspberri": 121, "nerur": 121, "netork": 121, "exploresever": 121, "tangent": [121, 142, 146], "plugin": [121, 169, 209], "rai": 121, "orthogon": [121, 154], "symmetr": [121, 138, 154, 198, 201], "prune": [121, 154, 197], "snapshot": [121, 132, 175, 209, 223], "grok": 121, "torchserv": [121, 162, 214, 252], "torchx": 121, "inductor": [121, 175, 185, 197, 198, 256, 257], "scaled_dot_product_attent": [121, 165, 194], "paral": 121, "executorch": [121, 198], "sdk": [121, 209, 228, 259], "v3": [121, 229], "xnnpack": [121, 180, 198, 199, 201], "metal": 121, "shader": 121, "fp32": [121, 122, 132, 138, 148, 178, 180, 185, 186, 189, 198, 200, 222, 235], "torchrec": 121, "distributedmodelparallel": 121, "torchmultimod": 121, "\u89c6\u89c9": 121, "\u6587\u672c": 121, "\u5f3a\u5316\u5b66\u4e60\u7684": 121, "\u53ef\u4ee5\u5c06\u5176\u878d\u5165\u73b0\u6709\u5de5\u4f5c\u5185\u5bb9": 121, "sheet": 121, "\u57fa\u7840\u5185\u5bb9\u901f\u89c8": 121, "\u4e0a\u7684\u6559\u7a0b": 121, "\u83b7\u53d6": 121, "\u4e0a\u8fd0\u884c\u6559\u7a0b": 121, "\u5b66\u4e60\u5982\u4f55\u5c06\u6559\u7a0b\u6570\u636e\u590d\u5236\u5230": 121, "\u4ee5\u4fbf\u60a8\u53ef\u4ee5\u5728": 121, "hamid": [122, 123, 177, 178], "shojanazeri": [122, 123, 177, 178], "wright": 122, "rohan": [122, 163], "varma": [122, 163], "yanli": [122, 123], "zhao": [122, 123], "wikihow": 122, "p4dn": 122, "pressur": 122, "fdsp": 122, "discard": [122, 123, 169], "reduce_scatt": [122, 123, 124], "xxl": 122, "3b": [122, 159], "whl": [122, 138, 158, 169, 173, 185, 188, 189], "cu113": 122, "torch_nightli": [122, 138, 158, 188, 189], "wikihowal": 122, "wikihowsep": 122, "cs": 122, "summarization_dataset": 122, "t5_train": 122, "gpt2tokenizerfast": 122, "t5token": 122, "t5forconditionalgener": 122, "modeling_t5": 122, "t5block": 122, "checkpoint_wrapp": 122, "checkpointimpl": 122, "apply_activation_checkpointing_wrapp": 122, "fullyshardeddataparallel": [122, 123, 124, 156, 215, 216], "mixedprecis": 122, "backwardprefetch": [122, 123], "shardingstrategi": [122, 216], "fullstatedictconfig": 122, "statedicttyp": [122, 215], "transformer_auto_wrap_polici": 122, "enable_wrap": [122, 123], "cleanup": [122, 123, 134, 215], "setup_model": 122, "get_date_of_run": 122, "2022": 122, "12_pm": 122, "date_of_run": 122, "s_": [122, 161], "format_metrics_to_gb": 122, "gigabyt": 122, "metric_num": 122, "g_gigabyt": 122, "ndigit": 122, "fsdp_loss": 122, "inner_pbar": 122, "colour": 122, "desc": [122, 138, 186], "source_id": 122, "attention_mask": [122, 138, 186], "source_mask": 122, "target_id": [122, 166], "train_accuraci": 122, "val_load": 122, "fsdp_main": [122, 123], "type_path": 122, "output_length": 122, "print_text": 122, "150": [122, 164], "val_dataset": 122, "sampler1": [122, 123], "num_replica": [122, 123], "sampler2": [122, 123], "train_kwarg": [122, 123, 130], "test_kwarg": [122, 123, 130], "test_batch_s": [122, 123], "cuda_kwarg": [122, 123, 130], "t5_auto_wrap_polici": 122, "transformer_layer_cl": 122, "sharding_strategi": [122, 216], "shard_grad_op": 122, "zero2": 122, "full_shard": 122, "zero3": 122, "init_start_ev": [122, 123], "enable_tim": [122, 123, 173], "init_end_ev": [122, 123], "bf16_readi": 122, "is_bf16_support": 122, "loosevers": 122, "is_nccl_avail": 122, "mp_polici": 122, "bfsixteen": 122, "auto_wrap_polici": [122, 123], "mixed_precis": 122, "current_devic": [122, 231], "curr_val_loss": 122, "file_save_nam": 122, "time_of_run": 122, "dur": 122, "train_acc_track": 122, "val_acc_track": 122, "training_start_tim": 122, "track_memori": 122, "mem_alloc_track": 122, "mem_reserved_track": 122, "run_valid": 122, "zone": 122, "memory_alloc": [122, 130], "memory_reserv": 122, "save_model": [122, 123], "save_polici": 122, "offload_to_cpu": 122, "rank0_onli": 122, "state_dict_typ": 122, "full_state_dict": 122, "cpu_stat": 122, "currepoch": 122, "save_nam": 122, "barrier": [122, 123, 134, 136, 138, 177, 186], "metavar": [122, 123, 162, 164], "002": 122, "store_tru": [122, 123], "store_fals": 122, "nnode": [122, 134], "transfom": 122, "mhsa": 122, "ffn": 122, "fsdp_auto_wrap_polici": [122, 123], "bfloat16": [122, 185, 200, 208, 231, 238, 245, 248, 255], "v100": [122, 173, 176], "percis": 122, "fpsixteen": 122, "param_dtyp": 122, "reduce_dtyp": 122, "buffer_dtyp": 122, "fp32_polici": 122, "grad_bf16": 122, "backward_pr": 122, "backward_prefetch": 122, "backward_post": 122, "offload": [122, 123], "allgath": [122, 123, 124, 156, 248], "ram": [122, 224, 238], "1t": [123, 132], "feasibl": 123, "possess": [123, 185], "fsdp_mnist": 123, "size_based_auto_wrap_polici": 123, "default_auto_wrap_polici": 123, "fully_sharded_data_parallel": [123, 215], "cpuoffload": 123, "handwritten": 123, "ddp_loss": 123, "batch_idx": [123, 130, 149, 167, 221, 222, 255], "tloss": [123, 130, 167], "6f": [123, 130, 167, 222], "view_a": [123, 130, 163, 167, 222], "dataset1": [123, 130], "dataset2": [123, 130], "my_auto_wrap_polici": 123, "min_num_param": 123, "elapsed_tim": [123, 173], "110": [123, 164, 186, 232], "85": [123, 138, 220, 232], "67462890625sec": 123, "_fsdp_wrapped_modul": 123, "flattenparamswrapp": 123, "_fpw_modul": 123, "peak": [123, 130, 153, 159, 185], "g4dn": 123, "xlarg": 123, "seal": 123, "20000": 123, "89130859375sec": 123, "auto_wrap": 123, "66": [123, 220, 232], "cpu_offload": 123, "offload_param": 123, "dpp": 123, "ddp_mnist": 123, "77766015625sec": 123, "wanchao": [124, 216], "liang": [124, 216], "tianyu": 124, "liu": 124, "devicemesh": [124, 252], "megatron": 124, "lm": [124, 213], "sp": 124, "parallelstyl": 124, "parallelize_modul": 124, "dtensor": 124, "foward": 124, "aris": [124, 185, 192], "exceed": [124, 160], "domin": [124, 148, 172, 204], "consequ": [124, 161], "ballpark": 124, "flop": 124, "llm": 124, "trillion": [124, 132], "month": 124, "llama": 124, "70b": 124, "2k": 124, "llama2": 124, "1k": 124, "colwiseparallel": 124, "rowwiseparallel": 124, "sequenceparallel": 124, "rmsnormpython": 124, "preparemoduleinput": 124, "preparemoduleoutput": 124, "device_mesh": [124, 216], "init_device_mesh": [124, 216], "tp_mesh": 124, "transformerblock": 124, "swiglu": 124, "w2": 124, "silu": 124, "w1": 124, "w3": 124, "colwis": 124, "rowwis": [124, 232], "parallelize_plan": 124, "layer_tp_plan": 124, "feed_foward": 124, "feed_forward": 124, "wq": 124, "wk": 124, "wv": 124, "wo": 124, "tp_plan": 124, "draft": [124, 136], "num_head": [124, 165], "layer_id": 124, "attn_lay": 124, "n_head": 124, "n_kv_head": 124, "tok_embed": 124, "input_layout": 124, "output_layout": 124, "attention_norm": 124, "ffn_norm": 124, "desired_input_layout": 124, "yellow": 124, "loss_parallel": 124, "use_local_output": 124, "mesh_2d": [124, 216], "submesh": 124, "dp_mesh": 124, "model_tp": 124, "model_2d": 124, "use_orig_param": 124, "broadli": 125, "torchviz": [125, 131], "_save": 125, "_saved_self": 125, "_saved_oth": 125, "kept": [125, 127, 265], "_saved_result": 125, "cycl": [125, 169], "thumb": [125, 146, 160], "pack_hook": 125, "unpack_hook": 125, "saved_tensors_hook": 125, "harmless": 125, "debat": 125, "__repr__": [125, 245], "repr": [125, 232], "save_on_cpu": 125, "152": 125, "48gb": 125, "5gb": 125, "6x": [125, 178, 224], "savetocpu": 125, "uuid": 125, "tmp_dir": 125, "uuid4": 125, "leak": 125, "tmp_dir_obj": 125, "succeed": [125, 209], "selfdeletingtempfil": 125, "__del__": 125, "temp_fil": 125, "save_on_disk_threshold": 125, "tensor_or_sctf": 125, "savetodisk": 125, "autograd_saved_tensors_hooks_tutori": 125, "david": [126, 265], "eriksson": 126, "balandat": 126, "methodolog": [126, 178, 221], "runnabl": [126, 145], "laptop": [126, 195], "sustain": 126, "botorch": 126, "bayesian": 126, "mnist_train_na": [126, 149], "appdef": 126, "log_path": [126, 149], "hidden_size_1": [126, 149], "hidden_size_2": [126, 149], "trial_idx": 126, "joinpath": 126, "torchx_imag": 126, "kubernet": 126, "local_cwd": 126, "torchxrunn": 126, "log_dir": [126, 170], "mkdtemp": 126, "ax_runn": 126, "tracker_bas": 126, "component_const_param": 126, "cfg": 126, "choiceparamet": 126, "parametertyp": 126, "rangeparamet": 126, "num_param": [126, 149], "pareto": 126, "frontier": 126, "weird": 126, "upper": [126, 154, 165, 265], "parameter_typ": 126, "log_scal": 126, "is_ord": 126, "search_spac": 126, "parameter_constraint": 126, "outcom": [126, 201], "fetch": [126, 128, 135, 162, 163, 164, 177, 178], "proxi": [126, 190, 193], "tensorboardcurvemetr": 126, "mytensorboardmetr": 126, "prespecifi": 126, "classmethod": [126, 184, 245], "get_ids_from_tri": 126, "queryabl": 126, "is_available_while_run": 126, "curve_nam": 126, "lower_is_bett": 126, "val_acc": [126, 149], "model_num_param": 126, "multiobjectiveoptimizationconfig": 126, "94": [126, 198, 220, 239], "multiobject": 126, "objectivethreshold": 126, "optimization_config": 126, "opt_config": 126, "objective_threshold": 126, "80_000": 126, "torchx_mnist": 126, "generationstrategi": 126, "total_tri": 126, "modelbridg": 126, "dispatch_util": 126, "choose_generation_strategi": 126, "gs": [126, 259], "num_trial": 126, "scheduleropt": 126, "max_pending_tri": 126, "generation_strategi": 126, "autom": [126, 144, 148, 172, 183], "run_all_tri": 126, "report_util": 126, "exp_to_df": 126, "_pareto_frontier_scatter_2d_plotli": 126, "surrog": 126, "uncertainti": 126, "cross_valid": 126, "compute_diagnost": 126, "diagnost": 126, "interact_cross_validation_plotli": 126, "init_notebook_plot": 126, "contour": 126, "interact_contour_plotli": 126, "metric_nam": 126, "kiuk": 126, "tristan": [126, 159], "rice": [126, 159], "ax_multiobjective_nas_tutori": [126, 149], "\u5e8f\u5217\u5230\u5e8f\u5217\u7f51\u7edc\u548c\u6ce8\u610f\u529b\u673a\u5236\u8fdb\u884c\u7ffb\u8bd1": 127, "surnam": 127, "scottish": 127, "irish": 127, "schmidhub": 127, "czech": 127, "dutch": 127, "\u8ddf\u7740\u793a\u4f8b\u5b66\u4e60": [127, 128, 166], "unreason": [127, 128], "roman": [127, 265], "glob": [127, 128, 209], "findfil": [127, 128], "all_lett": [127, 128], "ascii_lett": [127, 128], "n_letter": [127, 128], "\u015blus\u00e0rski": 127, "category_lin": [127, 128], "all_categori": [127, 128], "splitext": [127, 128], "basenam": [127, 128], "n_categori": [127, 128], "italian": 127, "0s": [127, 137, 186], "line_length": 127, "lettertoindex": 127, "lettertotensor": 127, "linetotensor": 127, "jone": 127, "h2h": 127, "inithidden": [127, 128], "n_hidden": 127, "next_hidden": 127, "precomput": 127, "albert": 127, "greatest": [127, 172], "categoryfromoutput": 127, "top_n": 127, "top_i": 127, "category_i": 127, "randomchoic": [127, 128], "randomtrainingexampl": [127, 128], "category_tensor": [127, 128], "line_tensor": 127, "005": [127, 161, 179], "plot_everi": [127, 128, 166], "current_loss": 127, "all_loss": [127, 128], "timesinc": [127, 128, 166], "guess_i": 127, "histor": [127, 128], "minu": [127, 169], "n_confus": 127, "111": [127, 164, 166, 177, 186, 232, 258], "cax": [127, 166], "matshow": [127, 166], "colorbar": [127, 166], "set_xticklabel": [127, 150, 166], "rotat": [127, 166, 167, 170], "set_yticklabel": [127, 166], "tick": [127, 166], "xaxi": [127, 166], "set_major_loc": [127, 166], "multipleloc": [127, 166], "yaxi": [127, 150, 166], "bright": 127, "incorrectli": [127, 199], "chines": [127, 128], "korean": 127, "greek": 127, "input_lin": 127, "n_predict": 127, "topv": [127, 128], "category_index": 127, "doveski": 127, "jackson": 127, "satoshi": 127, "bottl": [127, 145], "hazaki": 127, "japanes": 127, "5533": 127, "yournam": 127, "gender": 127, "subreddit": 127, "char_rnn_classification_tutori": 127, "russian": 128, "ru": 128, "rovakov": 128, "uantov": 128, "shavakov": 128, "ger": 128, "gerren": 128, "ereng": 128, "rosher": 128, "spa": 128, "salla": 128, "parer": 128, "allan": 128, "chi": 128, "chan": 128, "iun": 128, "\u8fdb\u884c\u59d3\u540d\u5206\u7c7b": [128, 166], "some_fil": [128, 134], "n\u00e9\u00e0l": 128, "o2o": 128, "muscl": [128, 172], "fuzz": 128, "chao": 128, "i2o": 128, "input_combin": 128, "output_combin": 128, "randomtrainingpair": 128, "abcd": 128, "categorytensor": 128, "targettensor": 128, "letter_index": 128, "input_line_tensor": 128, "target_line_tensor": 128, "0005": [128, 179], "start_lett": 128, "abc": [128, 172], "fiction": 128, "countri": 128, "citi": 128, "char_rnn_generation_tutori": 128, "simon": 129, "\u4f60\u5c06\u5b66\u5230\u4ec0\u4e48": [], "\u5982\u4f55\u4e0e": [], "\u4ea4\u4e92": 129, "\u5982\u4f55\u4f7f\u7528\u7f16\u8bd1\u7684": [], "\u5982\u4f55\u4f7f\u7528": [129, 252], "torch_log": [129, 174, 175, 252, 253], "\u68c0\u67e5\u65e5\u5fd7": 129, "\u524d\u63d0\u6761\u4ef6": [], "\u5b8c\u6210": 129, "\u9605\u8bfb": 129, "aotautograd": 129, "\u90e8\u5206": [129, 231], "\u4e2d\u5f15\u5165\u7684": 129, "\u6269\u5c55": [129, 232], "\u5141\u8bb8\u6355\u83b7\u66f4\u5927\u7684\u53cd\u5411\u56fe": [], "\u867d\u7136": [129, 232, 256], "\u786e\u5b9e\u6355\u83b7\u4e86\u53cd\u5411\u56fe": [], "\u4f46\u5b83\u662f": 129, "\u6355\u83b7\u7684": 129, "\u7ec4\u4ef6\u63d0\u524d\u6355\u83b7\u53cd\u5411\u56fe": [], "\u4f46\u6709\u4e00\u5b9a\u7684\u9650\u5236": [], "\u524d\u5411\u56fe\u4e2d\u7684\u56fe\u4e2d\u65ad\u4f1a\u5bfc\u81f4\u53cd\u5411\u56fe\u4e2d\u7684\u56fe\u4e2d\u65ad": [], "\u53cd\u5411\u94a9\u5b50": [], "\u672a\u88ab\u6355\u83b7": [], "\u901a\u8fc7\u76f4\u63a5\u4e0e": [], "\u5f15\u64ce\u96c6\u6210": [], "\u89e3\u51b3\u4e86\u8fd9\u4e9b\u9650\u5236": [], "\u5141\u8bb8\u5b83\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u5b8c\u6574\u7684\u53cd\u5411\u56fe": [], "\u5177\u6709\u8fd9\u4e9b\u7279\u5f81\u7684\u6a21\u578b\u5e94\u5c1d\u8bd5\u7f16\u8bd1\u7684": [], "\u5e76\u53ef\u80fd\u89c2\u5bdf\u5230\u66f4\u597d\u7684\u6027\u80fd": 129, "\u4e5f\u5f15\u5165\u4e86\u81ea\u8eab\u7684\u9650\u5236": [], "\u5728\u53cd\u5411\u5f00\u59cb\u65f6\u589e\u52a0\u4e86\u7f13\u5b58\u67e5\u627e\u7684\u8fd0\u884c\u65f6\u5f00\u9500": [], "\u7531\u4e8e\u66f4\u5927\u7684\u6355\u83b7": [], "\u66f4\u5bb9\u6613\u5728": [], "dynamo": [145, 174, 175, 187, 257], "\u4e2d\u91cd\u65b0\u7f16\u8bd1\u548c\u56fe\u4e2d\u65ad": [], "\u6b63\u5728\u79ef\u6781\u5f00\u53d1\u4e2d": [], "\u5c1a\u4e0d\u517c\u5bb9\u6240\u6709\u73b0\u6709\u7684": [], "\u6709\u5173\u7279\u5b9a\u529f\u80fd\u7684\u6700\u65b0\u72b6\u6001": [], "\u6211\u4eec\u5c06\u57fa\u4e8e\u8fd9\u4e2a\u7b80\u5355\u7684\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u8fdb\u884c\u793a\u4f8b": 129, "\u5b83\u63a5\u53d7\u4e00\u4e2a": [], "\u7ef4\u7684\u8f93\u5165\u5411\u91cf": [], "\u901a\u8fc7\u4e00\u4e2a\u7ebf\u6027\u5c42\u5904\u7406": [], "\u5e76\u8f93\u51fa\u53e6\u4e00\u4e2a": [], "\u7ef4\u7684\u5411\u91cf": [], "\u8bf7\u786e\u4fdd\u5c06": 129, "compiled_autograd": 129, "\u8bbe\u7f6e\u4e3a": [129, 235, 251, 257], "\u7c7b\u7684\u5b9e\u4f8b": 129, "\u751f\u6210\u4e00\u4e2a\u968f\u673a\u7684": [], "\u7ef4\u5f20\u91cf": [], "\u6211\u4eec\u5b9a\u4e49\u4e86\u8bad\u7ec3\u5faa\u73af\u51fd\u6570": 129, "\u5e76\u7528": 129, "\u88c5\u9970\u5b83\u4ee5\u4f18\u5316\u5176\u6267\u884c": 129, "\u5f53\u8c03\u7528": 129, "\u7531\u4e8e\u6b64\u8c03\u7528\u88ab": [], "\u88c5\u9970": [], "\u89e3\u91ca\u5668\u8c03\u7528": [], "\u62e6\u622a": [], "\u5b57\u8282\u7801": [], "\u6a21\u62df\u5176\u6267\u884c\u5e76\u5c06\u64cd\u4f5c\u8bb0\u5f55\u5230\u56fe\u4e2d": [], "aotdispatch": 129, "\u7981\u7528\u94a9\u5b50\u5e76\u8c03\u7528": [], "\u5f15\u64ce\u6765\u8ba1\u7b97": [], "\u5e76\u5c06\u64cd\u4f5c\u8bb0\u5f55\u5230\u56fe\u4e2d": 129, "\u91cd\u5199\u4e86": [], "\u7684\u524d\u5411\u548c\u53cd\u5411\u5b9e\u73b0": [], "\u751f\u6210\u4e00\u4e2a\u51fd\u6570": [], "\u5bf9\u5e94\u4e8e": 129, "\u524d\u5411\u548c\u53cd\u5411\u7684\u4f18\u5316\u5b9e\u73b0": [], "\u8bbe\u7f6e\u4f18\u5316\u51fd\u6570": [], "\u4ee5\u4fbf\u7531": [], "\u89e3\u91ca\u5668\u63a5\u4e0b\u6765\u8bc4\u4f30": [], "\u89e3\u91ca\u5668\u6267\u884c\u4f18\u5316\u51fd\u6570": [], "\u8be5\u51fd\u6570\u6267\u884c": [], "\u89e3\u91ca\u5668\u6267\u884c": [], "\u5f15\u64ce": [], "\u7531\u4e8e\u6211\u4eec\u8bbe\u7f6e\u4e86": [], "\u5b83\u4f1a\u8def\u7531\u5230\u7f16\u8bd1\u7684": [], "\u5305\u62ec\u5b83\u9047\u5230\u7684\u4efb\u4f55\u94a9\u5b50": 129, "\u5728\u6b64\u8fc7\u7a0b\u4e2d": 129, "\u5b83\u5c06\u8bb0\u5f55": [], "\u5148\u524d\u91cd\u5199\u7684\u53cd\u5411": [], "\u751f\u6210\u4e00\u4e2a\u65b0\u51fd\u6570": [], "\u8be5\u51fd\u6570\u5bf9\u5e94\u4e8e": [], "\u7684\u5b8c\u5168\u8ddf\u8e2a\u5b9e\u73b0": 129, "\u5e76\u5728\u63a8\u7406\u6a21\u5f0f\u4e0b\u4f7f\u7528": [], "\u6267\u884c\u5b83": [], "\u76f8\u540c\u7684\u6b65\u9aa4\u9012\u5f52\u5e94\u7528\u4e8e\u7f16\u8bd1\u7684": [], "\u4f46\u8fd9\u6b21": [], "\u4e0d\u9700\u8981\u5bf9\u56fe\u8fdb\u884c\u5206\u533a": [], "\u73af\u5883\u53d8\u91cf\u8fd0\u884c\u811a\u672c": 129, "\u4ec5\u6253\u5370\u7f16\u8bd1\u7684": [], "\u6253\u5370\u5305\u542b\u66f4\u591a\u5f20\u91cf\u5143\u6570\u636e\u548c\u91cd\u65b0\u7f16\u8bd1\u539f\u56e0\u7684\u56fe": [], "\u4ee5\u6027\u80fd\u4e3a\u4ee3\u4ef7": [], "compiled_autograd_verbos": 129, "\u91cd\u65b0\u8fd0\u884c\u4e0a\u9762\u7684\u4ee3\u7801\u7247\u6bb5": [], "\u56fe\u73b0\u5728\u5e94\u8be5\u8bb0\u5f55\u5230": [], "stderr": 129, "\u67d0\u4e9b\u56fe\u8282\u70b9\u7684\u540d\u79f0\u5c06\u4ee5": [], "aot0_": 129, "\u4e3a\u524d\u7f00": [], "\u8fd9\u4e9b\u5bf9\u5e94\u4e8e\u5148\u524d\u5728": [], "\u53cd\u5411\u56fe": [], "\u4e2d\u63d0\u524d\u7f16\u8bd1\u7684\u8282\u70b9": [], "aot0_view_2": 129, "aot": [145, 256], "\u53cd\u5411\u56fe\u4e2d\u7684": [], "view_2": [], "\u5728\u4e0b\u56fe\u4e2d": [], "\u7ea2\u8272\u6846\u5c01\u88c5\u4e86\u7531": [], "\u800c\u6ca1\u6709\u7f16\u8bd1\u7684": [], "unoptim": 173, "\u60a8\u53ef\u4ee5\u4e3a\u4e24\u6b21\u7f16\u8bd1\u4f7f\u7528\u4e0d\u540c\u7684\u7f16\u8bd1\u5668\u914d\u7f6e": [], "\u5373\u4f7f\u524d\u5411\u4f20\u9012\u4e2d\u6709\u56fe\u65ad\u88c2": [], "\u540e\u5411\u4f20\u9012\u4e5f\u53ef\u4ee5\u662f\u5b8c\u6574\u56fe": [], "\u6216\u8005\u60a8\u53ef\u4ee5\u4f7f\u7528\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668": [], "\u5b83\u5c06\u5e94\u7528\u4e8e\u5176\u8303\u56f4\u5185\u7684\u6240\u6709\u81ea\u52a8\u68af\u5ea6\u8c03\u7528": [], "\u524d\u5411\u4f20\u9012\u4e2d\u7684\u56fe\u65ad\u88c2\u4e0d\u518d\u5fc5\u7136\u5bfc\u81f4\u540e\u5411\u4f20\u9012\u4e2d\u7684\u56fe\u65ad\u88c2": 129, "aot_eag": [129, 145], "graph_break": 129, "3rd": [129, 221], "unique_graph": 129, "\u5728\u7b2c\u4e00\u4e2a": [129, 239], "\u60c5\u51b5\u4e0b": [], "\u7531\u4e8e\u7f16\u8bd1\u51fd\u6570": [], "\u4e2d\u76842\u6b21\u56fe\u65ad\u88c2": [], "\u751f\u6210\u4e863\u4e2a\u540e\u5411\u56fe": [], "\u800c\u5728\u7b2c\u4e8c\u4e2a\u4f7f\u7528\u7f16\u8bd1\u7684\u81ea\u52a8\u68af\u5ea6\u7684": [], "\u5c3d\u7ba1\u6709\u56fe\u65ad\u88c2": [], "\u4ecd\u7136\u8ddf\u8e2a\u4e86\u5b8c\u6574\u7684\u540e\u5411\u56fe": [], "\u5728\u8ddf\u8e2a\u7531\u7f16\u8bd1\u7684\u81ea\u52a8\u68af\u5ea6\u6355\u83b7\u7684\u540e\u5411\u94a9\u5b50\u65f6": [], "dynamo\u4ecd\u7136\u53ef\u80fd\u4f1a\u56fe\u65ad\u88c2": [], "\u73b0\u5728\u53ef\u4ee5\u6355\u83b7\u540e\u5411hook": [], "\u56fe\u4e2d\u5e94\u8be5\u6709\u4e00\u4e2a": 129, "call_hook": 129, "\u8282\u70b9": 129, "\u7a0d\u540e\u4f1a\u5c06\u5176\u5185\u8054\u5230\u4ee5\u4e0b\u5185\u5bb9\u4e2d": [], "\u7531\u4e8e\u635f\u5931\u503c\u7684\u81ea\u52a8\u68af\u5ea6\u7ed3\u6784\u53d1\u751f\u53d8\u5316": [], "\u6211\u4eec\u5728\u6bcf\u6b21\u8fed\u4ee3\u4e2d\u8c03\u7528\u4e0d\u540c\u7684\u64cd\u4f5c\u7b26": 129, "\u5bfc\u81f4": 129, "\u6bcf\u6b21\u8ddf\u8e2a\u4e0d\u540c\u7684\u81ea\u52a8\u68af\u5ea6\u5386\u53f2": [], "\u60a8\u5e94\u8be5\u4f1a\u770b\u5230\u4e00\u4e9b\u91cd\u65b0\u7f16\u8bd1\u6d88\u606f": [], "\u7531\u4e8e\u65b0\u7684\u81ea\u52a8\u68af\u5ea6\u8282\u70b9\u5bfc\u81f4\u7f13\u5b58\u672a\u547d\u4e2d": [], "\u7531\u4e8e\u5f20\u91cf\u5f62\u72b6\u53d1\u751f\u53d8\u5316": [], "\u7684\u5f62\u72b6\u53d1\u751f\u53d8\u5316": [], "\u7f16\u8bd1\u7684\u81ea\u52a8\u68af\u5ea6\u5c06\u5728\u7b2c\u4e00\u6b21\u53d8\u5316\u540e\u5c06": [], "\u6807\u8bb0\u4e3a\u52a8\u6001\u5f62\u72b6\u5f20\u91cf": [], "\u60a8\u5e94\u8be5\u4f1a\u770b\u5230\u91cd\u65b0\u7f16\u8bd1\u6d88\u606f": [], "\u7531\u4e8e\u5f62\u72b6\u53d8\u5316\u5bfc\u81f4\u7f13\u5b58\u672a\u547d\u4e2d": [], "\u6211\u4eec\u4ecb\u7ecd\u4e86": [129, 257], "\u4e0e\u7f16\u8bd1\u7684\u81ea\u52a8\u68af\u5ea6\u7684\u9ad8\u7ea7\u751f\u6001\u7cfb\u7edf": [], "\u7f16\u8bd1\u7684\u81ea\u52a8\u68af\u5ea6\u7684\u57fa\u7840\u77e5\u8bc6\u4ee5\u53ca\u4e00\u4e9b\u5e38\u89c1\u7684\u91cd\u65b0\u7f16\u8bd1\u539f\u56e0": [], "\u8bf7\u5173\u6ce8": [], "\u8fdb\u884c\u6df1\u5165\u8ba8\u8bba": [], "adjac": [130, 264], "dilat": [130, 135], "track_running_statist": 130, "denomin": 130, "nenadmarku": [130, 143], "once_differenti": 130, "convolution_backward": 130, "grad_out": [130, 131], "grad_x": [130, 131], "conv_transpose2d": [130, 208], "unsqueeze_al": 130, "batch_norm_backward": 130, "sqrt_var": 130, "d_denom": 130, "denom": 130, "unnecessarili": 130, "d_var": 130, "d_mean_dx": 130, "reassign": [130, 157], "unbiased_var": 130, "unbias": 130, "fast_mod": 130, "fusedconvbn2dfunct": 130, "conv_weight": 130, "ndim": [130, 193], "x_conv_out": 130, "fusedconvbn": 130, "in_channel": [130, 147, 154, 179], "out_channel": [130, 147, 154, 179], "exp_avg_factor": 130, "factory_kwarg": 130, "weight_shap": 130, "kaiming_uniform_": [130, 203], "convbn1": 130, "convbn2": 130, "bn1": [130, 143, 150, 158], "track_running_stat": [130, 180, 219], "bn2": 130, "ntest": [130, 167], "geforc": 130, "rtx": 130, "3070": 130, "56gb": 130, "unfus": [130, 143], "68gb": 130, "shallow": [130, 137], "peak_memory_alloc": 130, "123456": 130, "max_memory_alloc": [130, 185, 231, 260], "reset_peak_memory_stat": [130, 185], "gb": [130, 185], "custom_function_conv_bn_tutori": 130, "finit": [131, 151], "differenc": 131, "magnifi": 131, "gradgradcheck": [131, 248], "make_dot": 131, "dout": [131, 146], "ouptut": 131, "sinh": 131, "cosh": 131, "expx": 131, "expnegx": 131, "_grad_out_exp": 131, "_grad_out_negexp": 131, "sinhbad": 131, "cube_backward": 131, "cubebackward": 131, "cube_forward": 131, "cube_backward_backward": 131, "sav_grad_out": 131, "cube_backward_backward_grad_out": 131, "cube": 131, "dgrad_out": 131, "artifact": [132, 175], "reachabl": [132, 133, 136], "2xlarg": [132, 133], "hydra": 132, "slurm": [132, 133, 134], "char_dataset": 132, "gpt2_train_cfg": 132, "bucket": [132, 259], "aggress": 132, "rendezv": [133, 156], "nccl_debug": 133, "nccl_socket_ifnam": 133, "eth0": 133, "zhu": [134, 145], "trigger": [134, 145, 162, 164], "clarifi": 134, "filestor": 134, "tcpstore": 134, "libtmp": 134, "toymodel": [134, 150, 215, 216], "net1": [134, 150, 215, 216], "net2": [134, 150, 215, 216], "demo_bas": 134, "ddp_model": [134, 260], "run_demo": 134, "demo_fn": 134, "caution": 134, "timeout": [134, 156], "straggler": [134, 169], "unpredict": 134, "spike": [134, 159], "AND": [134, 254], "torchelast": 134, "demo_checkpoint": 134, "checkpoint_path": [134, 185, 199], "gettempdir": 134, "toympmodel": 134, "dev0": 134, "dev1": 134, "demo_model_parallel": 134, "mp_model": 134, "ddp_mp_model": 134, "n_gpu": [134, 138, 186], "elastic_ddp": 134, "rdzv_id": [134, 216], "rdzv_backend": 134, "rdzv_endpoint": [134, 216], "29400": [134, 216], "aka": [134, 146, 148, 158, 174, 175, 221, 224], "scontrol": 134, "hostnam": 134, "slurm_nodelist": 134, "srun": 134, "torchrun_script": 134, "rpc_sync": [135, 162, 163, 164, 213], "embeddingt": [135, 164, 176], "amort": [135, 160, 162], "resnetbas": 135, "conv1x1": 135, "inplan": 135, "width_per_group": 135, "_lock": 135, "_block": 135, "_norm_lay": 135, "base_width": 135, "_make_lay": 135, "previous_dil": 135, "parameter_rref": [135, 164, 213], "calle": [135, 162, 163], "resnetshard1": 135, "nonlinear": 135, "x_rref": 135, "to_her": 135, "resnetshard2": 135, "distresnet50": 135, "micro": [135, 177, 178], "y_rref": 135, "num_split": 135, "p1_rref": 135, "p2_rref": 135, "out_futur": 135, "z_fut": 135, "wait_al": [135, 162], "remote_param": [135, 163, 164], "worker1": [135, 213], "worker2": 135, "image_w": [135, 150, 162], "image_h": [135, 150, 162], "run_mast": 135, "one_hot_indic": [135, 150, 162], "passiv": [135, 162, 164], "num_worker_thread": [135, 213], "tik": [135, 162, 213], "tok": [135, 162, 213], "s\u00e9b": 136, "arnold": 136, "practition": [136, 193], "sysadmin": 136, "coordin": [136, 167, 179, 185, 193], "pdsh": 136, "clustershel": 136, "init_process": 136, "127": [136, 180, 201], "set_start_method": 136, "ip": 136, "recv": [136, 164], "irecv": 136, "dst": 136, "req": 136, "nor": [136, 143, 180, 190], "undefin": [136, 150, 190, 191, 192], "behaviour": 136, "fanci": 136, "baidu": 136, "deepspeech": 136, "communc": 136, "new_group": [136, 216], "commut": 136, "scatter_list": 136, "gather_list": 136, "tnt": 136, "splitdataset": 136, "data_idx": 136, "datapartition": 136, "1234": 136, "data_len": 136, "part_len": 136, "partition_dataset": 136, "get_world_s": 136, "partition_s": 136, "train_set": [136, 169], "average_gradi": 136, "voil\u00e0": 136, "send_buff": 136, "recv_buff": 136, "accum": 136, "send_req": 136, "bandwidth": [136, 169, 197], "subsect": [136, 264], "eleg": 136, "handi": [136, 147, 170], "smi": [136, 231], "mvapich2": 136, "ipc": [136, 169], "recompil": [136, 143, 173, 199, 212], "requisit": 136, "forg": [136, 222], "openmpi": 136, "mpirun": 136, "myscript": 136, "handshak": 136, "superflu": 136, "readili": 136, "fcntl": 136, "nf": 136, "sharedfil": 136, "23456": 136, "socket": [136, 145, 177, 178], "everyon": 136, "unclear": [136, 150, 174, 175], "natalia": 136, "gimelshein": 136, "carrier": [137, 160], "brought": [137, 160], "mod": [137, 143, 144, 173, 174, 175, 195, 204, 233, 245], "set_exploration_typ": [137, 160], "totensorimag": 137, "egreedymodul": 137, "lstmmodul": 137, "qvaluemodul": 137, "dqnloss": 137, "84x84": 137, "accessori": [137, 159], "stamp": 137, "is_init": 137, "tensordictprim": 137, "primer": [137, 193], "disappear": 137, "keep_dim": 137, "backbon": [137, 172], "flank": 137, "assist": 137, "num_cel": [137, 160], "squeeze_output": 137, "aggregator_class": 137, "aggregator_kwarg": 137, "n_cell": 137, "tensordictmodulebas": 137, "batch_first": [137, 166], "make_tensordict_prim": 137, "action_valu": [137, 147], "qval": 137, "action_spac": [137, 147, 161], "qvalueactor": 137, "stoch_polici": 137, "exploration_modul": 137, "eps_init": 137, "set_recurrent_mod": 137, "redund": 137, "delay_valu": 137, "3e": [137, 155, 160], "longest": [137, 144], "npai": 137, "chosen_action_valu": 137, "recurrent_st": 137, "to_tensordict": 137, "non_block": 137, "step_count": [137, 160], "action_spread": 137, "dqn_with_rnn_tutori": 137, "jianyu": 138, "huang": [138, 156, 215], "jessica": [138, 158], "paraphras": 138, "mrpc": [138, 186], "dolan": 138, "brockett": 138, "2005": 138, "imbalanc": 138, "sklearn": [138, 172], "tochvis": 138, "cu101": [138, 158], "bertconfig": [138, 186], "bertforsequenceclassif": [138, 186], "glue_compute_metr": [138, 186], "glue_output_mod": [138, 186], "output_mod": [138, 186], "glue_processor": [138, 186], "processor": [138, 177, 186, 200, 221], "glue_convert_examples_to_featur": [138, 186], "convert_examples_to_featur": [138, 186], "getlogg": [138, 149, 172, 186], "basicconfig": [138, 186], "asctim": [138, 186], "levelnam": [138, 186], "datefmt": [138, 186], "modeling_util": [138, 186], "setlevel": [138, 149, 186], "__config__": [138, 186], "parallel_info": [138, 186], "sep": [138, 194], "glue_data": [138, 186], "download_glue_data": [138, 186], "glue_dir": [138, 186], "task_nam": [138, 186], "out_dir": [138, 186], "run_glu": 138, "model_typ": [138, 185, 186], "model_name_or_path": [138, 186], "do_train": 138, "do_ev": 138, "do_lower_cas": [138, 186], "max_seq_length": [138, 186], "per_gpu_eval_batch_s": [138, 186], "per_gpu_train_batch_s": 138, "save_step": 138, "output_dir": [138, 186], "get_label": [138, 186], "overwrite_cach": [138, 186], "copyright": [138, 265], "inc": 138, "apach": [138, 177, 178], "complianc": 138, "law": [138, 194], "AS": 138, "IS": 138, "warranti": 138, "OR": 138, "OF": 138, "govern": [138, 162], "permiss": 138, "mnli": [138, 186], "mi": [138, 186, 267], "eval_task_nam": [138, 186], "eval_outputs_dir": [138, 186], "eval_task": [138, 186], "eval_output_dir": [138, 186], "load_and_cache_exampl": [138, 186], "eval_sampl": [138, 186], "eval_dataload": [138, 186, 222], "eval_loss": 138, "nb_eval_step": [138, 186], "out_label_id": [138, 186], "distilbert": [138, 186], "token_type_id": [138, 186], "xlnet": [138, 186], "roberta": [138, 186], "segment_id": [138, 186], "tmp_eval_loss": 138, "regress": [138, 167, 186], "output_eval_fil": [138, 186], "eval_result": [138, 186], "cached_features_fil": [138, 186], "cached_": [138, 186], "get_dev_exampl": [138, 186], "get_train_exampl": [138, 186], "pad_on_left": 138, "convert_tokens_to_id": 138, "pad_token_segment_id": 138, "all_input_id": [138, 186], "all_attention_mask": [138, 186], "all_token_type_id": [138, 186], "all_label": [138, 186], "438": [138, 186], "181": [138, 232], "30522": 138, "eval_start_tim": [138, 186], "eval_end_tim": [138, 186], "eval_duration_tim": [138, 186], "408": [138, 178], "prec": [138, 148], "9019": 138, "902": [138, 186], "8788": 138, "8956": 138, "asymmetr": [138, 201], "openmp": [138, 177, 208, 227, 248], "tbb": 138, "ids_tensor": [138, 186], "dummy_input": [138, 186, 225, 226, 254, 258], "traced_model": [138, 143, 186, 248], "bert_traced_eager_qu": 138, "loaded_quantized_model": [138, 183, 198], "implic": [138, 186], "devlin": 138, "lee": 138, "toutanova": 138, "zafrir": 138, "boudoukh": 138, "izsak": 138, "wasserblat": 138, "2019": 138, "q8bert": 138, "8bit": 138, "tradition": [139, 203], "simplemlp": 139, "pretend": [139, 155], "minibatch": [139, 155], "num_model": [139, 155], "6400": 139, "predictions_diff_minibatch_loop": 139, "predictions2": 139, "stack_module_st": 139, "functional_cal": [139, 142, 151, 155], "base_model": 139, "fmodel": 139, "predictions1_vmap": 139, "in_dim": [139, 146, 155, 206, 235], "predictions2_vmap": 139, "without_vmap": [139, 146, 155], "with_vmap": [139, 146, 155], "avinash": 140, "sajjanshetti": 140, "refresh": [140, 170], "endpoint": [140, 214, 259], "class_id": [140, 214], "n02124075": 140, "egyptian_cat": [140, 214], "jsonifi": [140, 214], "image_net_xxx": 140, "transform_imag": [140, 214], "image_byt": 140, "my_transform": [140, 214], "bytesio": [140, 230], "densenet121": [140, 148, 173, 214], "get_predict": [140, 214], "y_hat": [140, 214], "predicted_idx": 140, "img_byt": 140, "TO": [140, 254], "flask_env": 140, "flask_app": [140, 214], "resp": 140, "recogn": [140, 156, 201], "ui": [140, 159, 252, 263], "streamer": 140, "queue": 140, "flask_rest_api_tutori": 140, "forced_alignment_tutori": 141, "incomplet": 142, "eagerli": [142, 153, 175], "primal": [142, 146, 264], "dual": [142, 264], "forward_ad": 142, "fwad": 142, "dual_level": 142, "make_du": 142, "dual_input": 142, "unpack_du": 142, "dual_input_alt": 142, "plain_tensor": 142, "dual_output": 142, "namedtupl": [142, 161], "delattr": 142, "setattr": [142, 143, 148], "fresh": 142, "dual_param": 142, "jvp2": 142, "gi": 142, "check_forward_ad": 142, "check_backward_ad": 142, "check_undefined_grad": 142, "check_batched_grad": 142, "functorch": [142, 174, 175], "downsid": 142, "ft": 142, "primal0": 142, "tangent0": 142, "primal1": 142, "tangent1": 142, "primal_out": 142, "tangent_out": 142, "new_fn": 142, "reformul": [142, 151], "make_functional_with_buff": 142, "analog": [142, 192, 193], "consolid": [142, 162, 199], "func_params_onli": 142, "jvp_out": 142, "dual_numb": 142, "forward_ad_usag": 142, "horac": 143, "wrappedbatchnorm": 143, "symbolic_trac": [143, 144, 173], "bake": 143, "fuse_conv_bn_ev": 143, "batch_norm": [143, 239], "fused_conv": 143, "fuse_conv_bn_weight": 143, "running_var": [143, 199], "conv_w": 143, "conv_b": 143, "bn_rm": 143, "bn_rv": 143, "bn_ep": 143, "bn_w": 143, "bn_b": 143, "bn_var_rsqrt": 143, "rsqrt": 143, "_parent_nam": 143, "qualnam": 143, "atom": 143, "baz": 143, "rsplit": 143, "replace_node_modul": 143, "new_modul": 143, "parent_nam": 143, "graphmodul": [143, 144, 173, 174, 175, 180], "fx_model": 143, "call_modul": 143, "replace_all_uses_with": 143, "erase_nod": 143, "lint": 143, "simplif": 143, "fused_model": 143, "rn18": [143, 144], "fused_rn18": 143, "jit_rn18": 143, "conclus": 143, "tracker": [143, 144], "fx_conv_bn_fus": 143, "nicer": 144, "instrument": [144, 252], "tabul": [144, 173], "traced_rn18": 144, "ca": 144, "profilinginterpret": 144, "gm": [144, 173, 201], "total_runtime_sec": 144, "runtimes_sec": 144, "intercept": [144, 178], "t_start": 144, "return_v": 144, "t_end": 144, "run_nod": 144, "setdefault": 144, "should_sort": 144, "node_summari": 144, "mean_total_runtim": 144, "mean_runtim": 144, "pct_total": 144, "pct": 144, "clock": 144, "interp": 144, "51393": 144, "fx_profiling_tutori": 144, "xuan": 145, "liao": 145, "haozh": 145, "jiong": [145, 177, 178, 187, 200, 201], "gong": [145, 177, 178, 187, 200, 201], "weihan": 145, "intricaci": 145, "troubleshoot": 145, "pinpoint": [145, 178], "foo1": 145, "x1": [145, 151, 179], "x2": [145, 151], "8390": 145, "compiled_foo1": 145, "neg1": 145, "torch_compile_debug": 145, "_inductor": [145, 175, 185, 187, 200, 253], "model___20": 145, "torchinductor_root": 145, "rx": 145, "crxfi2ybd7yp5sbj2pnhw33wfhtdw7wumvrobyp5sjvdui5ktjc2": 145, "fx_graph_runn": 145, "fx_graph_transform": 145, "ir_post_fus": 145, "ir_pre_fus": 145, "output_cod": [145, 257], "forward1": 145, "arg0_1": [145, 174, 187], "arg1_1": [145, 174], "codecach": 145, "asynccompil": 145, "async_compil": 145, "cpp_fused_cat_maximum_neg_0": 145, "gv": 145, "cgv6n5aotqjo5w4vknjibhengeycuattfto532hkxpozszcgxr3x": 145, "in_ptr0": [145, 256], "in_ptr1": [145, 256], "out_ptr0": 145, "pragma": 145, "ivdep": 145, "i0": 145, "static_cast": 145, "0l": 145, "8390l": 145, "1l": [145, 187], "i1": 145, "8l": 145, "tmp0": 145, "tmp1": 145, "tmp2": 145, "tmp3": 145, "max_propagate_nan": 145, "neg2": 145, "exc": [145, 174], "backendcompilerfail": 145, "cppcompileerror": 145, "xg": 145, "cxga5tk3b4lkwoxyigrtocjp5s7vc5cg2ikuscf6bk6pjqip2bhx": 145, "deduct": 145, "substitut": [145, 146, 153, 201, 264], "deduc": 145, "buf0": [145, 187], "schedulernod": 145, "computedbuff": 145, "memorydep": 145, "c0": 145, "67120": 145, "unmet_depend": 145, "met_depend": 145, "nodeus": 145, "can_inplac": 145, "buf0_loop_bodi": 145, "var_rang": 145, "z0": 145, "index0": 145, "index1": 145, "get_index": 145, "get_index_1": 145, "load_1": 145, "get_index_2": 145, "silent": [145, 173, 200], "minifi": 145, "dead": 145, "unus": [145, 156], "minif": 145, "foo2": 145, "expected_result": 145, "compiled_foo2": 145, "actual_result": 145, "neg3": 145, "tol": 145, "test_script": 145, "assertionerror": 145, "torchdynamo_repro_aft": 145, "torchdynamo_repro_level": 145, "forward2": 145, "conduct": [145, 156, 185], "mobilebertforquestionansw": 145, "xeon": [145, 148, 177, 200, 221], "platinum": [145, 177], "8358": 145, "60ghz": 145, "kmp_blocktim": [145, 248], "kmp_set": 145, "kmp_affin": [145, 248], "compact": [145, 210, 248], "ld_preload": [145, 248], "conda_prefix": [145, 232], "dirnam": [145, 156, 227], "libiomp5": [145, 248], "libjemalloc": 145, "malloc_conf": 145, "oversize_threshold": 145, "background_thread": 145, "metadata_thp": 145, "dirty_decay_m": 145, "muzzy_decay_m": 145, "numactl": [145, 248], "bench": [145, 177, 178], "csarron": 145, "mobilebert": 145, "seq_length": [145, 221], "input_dict": 145, "compiled_model": [145, 165], "num_it": [145, 160], "warmup": [145, 169, 195, 204, 212, 220, 224, 239], "eager_t": 145, "inductor_t": 145, "1023553796113": 145, "339": 145, "95180135127157": 145, "359459053287382": 145, "355x": 145, "enable_kernel_profil": 145, "profileract": [145, 165, 220, 239], "result_dir": 145, "prof_trac": 145, "my_schedul": [145, 239], "skip_first": [145, 239], "trace_handl": [145, 239], "step_num": [145, 239], "on_trace_readi": [145, 169, 239], "370": 145, "814m": 145, "362": 145, "161": [145, 219], "276m": 145, "363": 145, "416m": 145, "488": [145, 232], "154m": 145, "194": 145, "clamp_min": [145, 220], "444m": 145, "258m": 145, "810": 145, "920m": 145, "447m": 145, "_softmax": 145, "087m": 145, "376": [145, 174, 188], "888m": 145, "77": 145, "430m": 145, "502m": 145, "161m": 145, "850": 145, "377m": 145, "386": [145, 164, 194], "index_select": 145, "000u": [145, 239], "986": 145, "420m": 145, "703": 145, "656": [145, 260], "963": 145, "864m": 145, "_mkl_linear": 145, "231": [145, 232, 239], "573m": [145, 239], "992m": 145, "336": [145, 239], "642m": 145, "graph_0_cpp_fused_constant_pad_nd_embedding_0": 145, "915": 145, "911": 145, "graph_0_cpp_fused__mkl_linear_add_mul_relu_151": 145, "901": [145, 186], "graph_0_cpp_fused__mkl_linear_add_mul_relu_226": 145, "899": [145, 258], "graph_0_cpp_fused__mkl_linear_add_mul_relu_361": 145, "898": [145, 258], "graph_0_cpp_fused__mkl_linear_add_mul_relu_121": 145, "895": 145, "graph_0_cpp_fused__mkl_linear_add_mul_relu_31": 145, "893": 145, "graph_0_cpp_fused__mkl_linear_add_mul_relu_76": 145, "892": [145, 159, 232, 258], "graph_0_cpp_fused__mkl_linear_add_mul_relu_256": 145, "graph_0_cpp_fused__mkl_linear_add_mul_relu_346": 145, "graph_0_cpp_fused__mkl_linear_add_mul_relu_241": 145, "891": 145, "graph_0_cpp_fused__mkl_linear_add_mul_relu_316": 145, "graph_0_cpp_fused__mkl_linear_add_mul_relu_91": 145, "890": 145, "graph_0_cpp_fused__mkl_linear_add_mul_relu_106": 145, "graph_0_cpp_fused__mkl_linear_add_mul_relu_211": 145, "graph_0_cpp_fused__mkl_linear_add_mul_relu_61": 145, "889": 145, "graph_0_cpp_fused__mkl_linear_add_mul_relu_286": 145, "graph_0_cpp_fused_": 145, "63x": 145, "cblas_sgemm_comput": 145, "339m": 145, "94x": 145, "cpp_fused__mkl_linear_add_mul_relu_151": 145, "clrlgu27q4ggd472umdzwsu6qcpqxcuusjxqvx2hwitjbujiiz7z": 145, "in_out_ptr0": 145, "in_ptr2": 145, "in_ptr3": 145, "arrayref": 145, "omp": [145, 177], "num_thread": [145, 232, 247], "16384l": 145, "512l": 145, "loadu": 145, "tmp5": 145, "tmp7": 145, "tmp4": 145, "tmp6": 145, "tmp8": 145, "neck": 145, "arg_0": 145, "arg_1": 145, "arg_2": 145, "arg_3": 145, "arg_4": 145, "add_0": 145, "add_1": 145, "mul_1": 145, "add_2": 145, "16384": [145, 232], "inductor_func": 145, "780875144992024": 145, "9588955780491233": 145, "0286805751604735": 145, "smallest": [145, 157], "solid": 145, "analyt": [145, 262], "hotspot": [145, 177, 178], "phenomenon": 145, "inductor_debug_cpu": 145, "jax": [146, 151, 206], "compute_jac": 146, "xp": 146, "jacobian_row": [146, 206], "unit_vector": 146, "rid": 146, "vjp_fn": [146, 151], "ft_jacobian": 146, "argnum": 146, "millisecond": [146, 156, 188, 224], "get_perf": [146, 155], "first_descriptor": [146, 155], "second_descriptor": [146, 155], "final_gain": [146, 155], "no_vmap_tim": [146, 155], "with_vmap_tim": [146, 155], "ft_jac_weight": 146, "ft_jac_bia": 146, "rigor": 146, "taller": 146, "din": 146, "using_fwd": 146, "using_bwd": 146, "jacfwd_tim": 146, "jacrev_tim": 146, "hessiani": 146, "overwhelm": 146, "hess_api": 146, "hess_fwdfwd": 146, "hess_revrev": 146, "compute_batch_jacobian": 146, "batch_jacobian0": 146, "predict_with_output_sum": 146, "batch_jacobian1": 146, "movedim": 146, "compute_batch_hessian": 146, "batch_hess": 146, "hvp_revrev": 146, "result_hvp_revrev": 146, "jacobians_hessian": 146, "yuansong": 147, "feng": [147, 156], "steven": 147, "guo": 147, "cheatsheet": 147, "companion": 147, "bro": 147, "dequ": [147, 161], "framestack": 147, "ne": [147, 166, 174, 239], "nes_pi": 147, "joypadspac": 147, "gym_super_mario_bro": 147, "tube": 147, "mushroom": 147, "supermariobro": 147, "new_step_api": 147, "apply_api_compat": 147, "next_stat": [147, 161], "trunc": 147, "240": [147, 164, 239], "pipe": 147, "sky": 147, "grayscaleobserv": 147, "resizeobserv": 147, "skipfram": 147, "movement": 147, "_skip": 147, "total_reward": 147, "trunk": 147, "observationwrapp": 147, "obs_shap": 147, "observation_spac": 147, "permute_orient": 147, "antialia": 147, "num_stack": 147, "exploration_r": 147, "marionet": 147, "state_dim": 147, "dnn": [147, 239], "exploration_rate_decai": 147, "99999975": 147, "exploration_rate_min": 147, "curr_step": 147, "5e5": 147, "lazyfram": 147, "action_idx": 147, "__array__": 147, "first_if_tupl": 147, "ddqn": 147, "output_dim": 147, "__build_cnn": 147, "q_target": 147, "3136": 147, "_e": 147, "argmax_": 147, "td_target": 147, "td_estim": 147, "current_q": 147, "q_onlin": 147, "next_state_q": 147, "best_act": 147, "next_q": 147, "td_t": 147, "td_e": 147, "leftarrow": 147, "nabla": [147, 264], "00025": 147, "update_q_onlin": 147, "sync_q_target": 147, "save_path": 147, "mario_net_": 147, "chkpt": 147, "burnin": 147, "1e4": 147, "learn_everi": 147, "sync_everi": 147, "td_est": 147, "td_tgt": 147, "metriclogg": 147, "save_log": 147, "episod": [147, 161, 162, 164], "meanreward": 147, "meanlength": 147, "meanloss": 147, "meanqvalu": 147, "timedelta": 147, "ep_rewards_plot": 147, "reward_plot": 147, "ep_lengths_plot": 147, "length_plot": 147, "ep_avg_losses_plot": 147, "loss_plot": 147, "ep_avg_qs_plot": 147, "q_plot": 147, "ep_reward": [147, 162, 164], "ep_length": 147, "ep_avg_loss": 147, "ep_avg_q": 147, "moving_avg_ep_reward": 147, "moving_avg_ep_length": 147, "moving_avg_ep_avg_loss": 147, "moving_avg_ep_avg_q": 147, "init_episod": 147, "record_tim": 147, "log_step": 147, "curr_ep_reward": 147, "curr_ep_length": 147, "curr_ep_loss": 147, "curr_ep_q": 147, "curr_ep_loss_length": 147, "log_episod": 147, "mean_ep_reward": 147, "mean_ep_length": 147, "mean_ep_loss": 147, "mean_ep_q": 147, "last_record_tim": 147, "time_since_last_record": 147, "8d": 147, "clf": [147, 161], "moving_avg_": 147, "_plot": 147, "flag_get": 147, "mario_rl_tutori": 147, "vitali": 148, "fedyunin": 148, "densest": 148, "4x4": 148, "10x3x16x16": 148, "memory_format": [148, 195, 200, 207, 208, 217, 219, 221, 224], "channels_last": [148, 178, 195, 200, 208, 219, 221, 224], "contiguous_format": 148, "minor": [148, 158, 164, 170, 221], "ambigu": [148, 191, 192], "n1hw": 148, "contrari": [148, 157], "restrid": 148, "special_x": 148, "unintend": 148, "7603": 148, "apex": 148, "main_amp": 148, "resnet50": [148, 150, 159, 162, 177, 178, 221, 248, 255], "o2": 148, "opt_level": 148, "keep_batchnorm_fp32": 148, "nonetyp": 148, "loss_scal": 148, "cast_model_typ": 148, "patch_torch_funct": 148, "master_weight": 148, "125": [148, 239], "866": 148, "230": [148, 164, 172], "949": 148, "6735125184": 148, "6735": 148, "259": 148, "562": 148, "773": 148, "481": 148, "355": 148, "693": 148, "6968704462": 148, "6852": 148, "55": [148, 177, 198, 205, 232], "58": [148, 202, 222], "258": [148, 264], "461": 148, "775": 148, "089": 148, "433": 148, "965": 148, "7877287269": 148, "7194": 148, "833": 148, "771": 148, "710": 148, "487": 148, "8285319805": 148, "7467": 148, "260": [148, 164], "380": 148, "770": 148, "090": 148, "525": 148, "908": 148, "7370464802": 148, "7447": 148, "360": 148, "623": 148, "555": 148, "728": 148, "7592862844": 148, "7472": 148, "917": 148, "345": [148, 179], "774": 148, "746": [148, 232], "115": [148, 186, 220], "9698858261": 148, "9218": 148, "324": 148, "597": 148, "659": 148, "2505953312": 148, "0879": 148, "767": [148, 224], "785": 148, "7579724789": 148, "7580": 148, "198": 148, "482": 148, "135": [148, 159, 232], "414": 148, "716": [148, 232], "7007197738": 148, "7293": 148, "250": [148, 164, 239], "387": 148, "1010": 148, "516": 148, "7113101482": 148, "7233": 148, "667": 148, "197": 148, "340": 148, "1013": 148, "023": 148, "588": 148, "333": 148, "8943189979": 148, "7661": 148, "541": 148, "7113249302": 148, "9551": 148, "1011": 148, "163": 148, "683": 148, "574": 148, "8537774086": 148, "7716": 148, "279": 148, "453": 148, "7595844269": 148, "3413": 148, "429": 148, "827": 148, "743": [148, 174], "883": 148, "8196096420": 148, "4011": 148, "volta": [148, 231, 248], "mnasnet0_5": 148, "mnasnet0_75": 148, "mnasnet1_0": 148, "mnasnet1_3": 148, "mobilenet_v2": [148, 159, 179, 188, 189, 195, 207, 224, 225, 226, 229], "resnet152": 148, "resnet34": 148, "resnext50_32x4d": 148, "shufflenet_v2_x0_5": [148, 159], "shufflenet_v2_x1_0": [148, 159], "shufflenet_v2_x1_5": [148, 159], "shufflenet_v2_x2_0": [148, 159], "squeezenet1_0": 148, "squeezenet1_1": 148, "vgg11": 148, "vgg11_bn": 148, "vgg13": 148, "vgg13_bn": 148, "vgg16_bn": 148, "vgg19_bn": 148, "wide_resnet101_2": 148, "wide_resnet50_2": 148, "ic": 148, "lake": [148, 221], "densenet161": 148, "densenet169": 148, "googlenet": [148, 159, 229], "inception_v3": [148, 159], "resnext101_32x8d": [148, 159], "spite": 148, "contains_cl": 148, "print_input": 148, "check_wrapp": 148, "check_cl": 148, "was_cl": 148, "old_attr": 148, "exclude_funct": 148, "has_nam": 148, "nc11": 148, "memory_format_tutori": 148, "pytorch_lightn": 149, "lightningmodul": 149, "pl_logger": 149, "torchmetr": 149, "multiclass_accuraci": 149, "path_dataset": 149, "mnistmodel": 149, "tunabl": 149, "hidden_lay": [149, 179], "validation_step": 149, "prog_bar": 149, "configure_optim": 149, "prepare_data": 149, "mnist_train": 149, "mnist_val": 149, "run_training_job": 149, "mnist_model": 149, "enable_progress_bar": 149, "default_root_dir": 149, "tensorboardlogg": 149, "train_tim": 149, "log_metr": 149, "capture_output": 149, "val_accuraci": 149, "stitch": [150, 162, 163], "modelparallelresnet50": 150, "seq1": 150, "maxpool": [150, 158, 201], "seq2": 150, "layer4": [150, 158], "avgpool": [150, 158], "deterior": 150, "quantit": 150, "switch_backend": [150, 166], "num_repeat": 150, "mp_run_tim": 150, "mp_mean": 150, "mp_std": 150, "rn_run_tim": 150, "rn_mean": 150, "rn_std": 150, "fig_nam": 150, "yerr": 150, "center": [150, 161, 169], "ecolor": 150, "capsiz": 150, "set_ylabel": 150, "set_xtick": [150, 158], "mp_vs_rn": 150, "idl": [150, 162, 169], "pipelineparallelresnet50": 150, "split_siz": 150, "s_next": 150, "s_prev": 150, "pp_run_tim": 150, "pp_mean": 150, "pp_std": 150, "mp_vs_rn_vs_pp": 150, "destin": [150, 164], "errorbar": 150, "ro": 150, "set_xlabel": 150, "split_size_tradeoff": 150, "prev": 150, "model_parallel_tutori": 150, "jacrev": 151, "21632": 151, "x_test": 151, "fnet_singl": 151, "j_": 151, "empirical_ntk_jacobian_contract": 151, "jac1": 151, "jac2": 151, "einsum": 151, "naf": 151, "mbf": 151, "nmab": 151, "j1": 151, "j2": 151, "diagon": 151, "einsum_expr": 151, "maf": 151, "nma": 151, "asymptot": 151, "i_o": 151, "i_": 151, "e_o": 151, "textrm": 151, "_o": 151, "empirical_ntk_ntk_vp": 151, "get_ntk": 151, "func_x1": 151, "func_x2": 151, "get_ntk_slic": 151, "nmkk": 151, "nmk": 151, "tensorfloat": 151, "sacrific": [151, 195], "allow_tf32": 151, "result_from_jacobian_contract": 151, "result_from_ntk_vp": 151, "luck": [151, 153], "neural_tangent_kernel": 151, "deprec": [152, 169, 181, 218], "homepag": [152, 181], "ooz": 153, "_might_": 153, "vit_l_16": 153, "2p": 153, "_record_memory_histori": 153, "_snapshot": 153, "memory_viz": 153, "devot": 153, "bat": 153, "2gb": [153, 159], "6gb": 153, "foreach": 153, "reveal": [153, 165, 173, 174], "silver": 153, "bullet": 153, "sizabl": 153, "tantamount": 153, "lora": 153, "unlock": [153, 183, 186], "optimizer_dict": 153, "optimizer_hook": 153, "neat": 153, "lrschedul": [153, 252], "convinc": 153, "slate": 153, "bwd": 153, "likewis": 153, "woohoo": 153, "apart": 153, "shrunk": 153, "0gb": 153, "optimizer_step_in_backward_tutori": 153, "lezcano": 154, "surprisingli": 154, "ill": 154, "singular": [154, 165], "frobeniu": 154, "spectral": 154, "lipschitz": 154, "x\u1d40": 154, "triangular": 154, "linearsymmetr": 154, "n_featur": 154, "reimplement": [154, 157], "register_parametr": 154, "skew": [154, 169], "unparametr": 154, "nparametr": 154, "moduledict": [154, 202], "parametrizationlist": [154, 202], "weight_orig": [154, 157], "noisyparametr": 154, "caylei": 154, "cayleymap": 154, "linalg": 154, "spd": 154, "matrixexponenti": 154, "matrix_exp": 154, "layer_orthogon": 154, "layer_spd": 154, "eigvalsh": 154, "right_invers": 154, "cayley_transform": 154, "matrix_map": 154, "neg_": 154, "pruningparametr": 154, "p_drop": 154, "full_lik": [154, 190], "bernoulli": 154, "niniti": 154, "remove_parametr": 154, "unconstrain": [154, 174, 175], "parametri": 154, "leave_parametr": 154, "privaci": [155, 157], "simplecnn": 155, "compute_grad": 155, "compute_sample_grad": 155, "sample_grad": 155, "per_sample_grad": 155, "named_buff": [155, 157], "compute_loss": 155, "ft_compute_grad": 155, "ft_compute_sample_grad": 155, "ft_per_sample_grad": 155, "25x": [155, 172, 202], "second_r": 155, "first_r": 155, "opacu": 155, "tian": 156, "processgroupnccl": 156, "processgroupgloo": 156, "processgroupmpi": 156, "ucc": 156, "oneccl": [156, 248], "trainum": 156, "emerg": 156, "backenddummi": 156, "chrono": 156, "allgatheropt": 156, "allreduceopt": 156, "workdummi": 156, "optyp": 156, "recvanysourc": 156, "future_": 156, "iscomplet": 156, "issuccess": 156, "kunsettimeout": 156, "virtual": 156, "getfutur": 156, "outputtensorvec": 156, "listtyp": 156, "tensortyp": 156, "markcomplet": 156, "createbackenddummi": 156, "backenddummyconstructor": 156, "__attribute__": 156, "register_backend": 156, "cpp_function": [156, 232], "libraries_dir": 156, "dummy_collect": 156, "michela": 157, "paganini": 157, "biolog": 157, "batteri": 157, "lucki": 157, "subnetwork": 157, "lotteri": 157, "ticket": 157, "destruct": [157, 178], "0a0": [157, 189, 207], "8e8a5e0": 157, "lecun": 157, "1998": 157, "nelement": 157, "unprun": 157, "basepruningmethod": 157, "adequ": [157, 160], "random_unstructur": 157, "_orig": 157, "intact": [157, 162], "weight_mask": 157, "_mask": 157, "forward_pre_hook": 157, "_forward_pre_hook": 157, "l1_unstructur": 157, "bias_orig": 157, "bias_mask": 157, "pruningcontain": 157, "compute_mask": 157, "ln_structur": 157, "_tensor_nam": 157, "perman": 157, "undo": 157, "new_model": [157, 158], "global_unstructur": 157, "parameters_to_prun": 157, "pruning_method": 157, "l1unstructur": 157, "induc": 157, "apply_mask": 157, "shouldn": 157, "unstructur": 157, "preprun": 157, "pruning_typ": 157, "foobarpruningmethod": 157, "default_mask": 157, "foobar_unstructur": 157, "pruning_tutori": 157, "zafar": 158, "takhirov": 158, "initializaion": 158, "unfreez": 158, "set_ytick": 158, "nrow": 158, "best_model_wt": 158, "current_row": 158, "current_col": 158, "lbl": 158, "jdx": 158, "model_f": 158, "isol": 158, "create_combined_model": 158, "model_fe_featur": 158, "new_head": 158, "default_qat_qconfig": 158, "model_ft_tun": 158, "model_quantized_and_train": 158, "heat": 159, "sink": [159, 264], "5v": 159, "sd": 159, "card": [159, 165], "8gb": 159, "arm": [159, 220, 229], "64bit": 159, "aarch64": 159, "arm64": [159, 189, 205, 207, 219, 224], "raspberrypi": 159, "raspios_arm64": 159, "rpi": 159, "internet": 159, "sdcard": 159, "start_x": 159, "128m": 159, "gpu_mem": 159, "commment": 159, "camera_auto_detect": 159, "v4l2": 159, "reboot": 159, "video4linux2": 159, "video0": 159, "picamera": 159, "36fp": 159, "30fp": 159, "framer": 159, "cv2": 159, "cap": [159, 160, 169], "videocaptur": 159, "cap_prop_frame_width": 159, "cap_prop_frame_height": 159, "cap_prop_fp": 159, "bgr": 159, "chose": 159, "mobilenet_v3_larg": 159, "109": 159, "233": [159, 164], "885": [159, 220], "204": [159, 220, 232], "195": [159, 164], "132": 159, "82": [159, 198, 220], "prequant": 159, "20fp": 159, "cap_v4l2": 159, "last_log": 159, "frame_count": 159, "htop": [159, 177], "mug": 159, "allevi": 159, "repetit": [160, 232], "maximis": 160, "clipppoloss": 160, "theta_k": 160, "pi_": 160, "shift": [160, 264], "lingua": 160, "franca": 160, "normalparamextractor": 160, "replaybuff": 160, "samplerwithoutreplac": 160, "lazytensorstorag": 160, "tanhnorm": 160, "max_grad_norm": 160, "sub_batch_s": 160, "inner": [160, 178, 265], "cardin": 160, "clip_epsilon": 160, "entropy_ep": 160, "deepmind": [160, 167], "interchang": 160, "panel": [160, 169], "inverteddoublependulum": 160, "transmit": [160, 264], "gymwrapp": 160, "loos": 160, "supplementari": 160, "told": 160, "stringent": 160, "mu_": 160, "d_ob": 160, "d_action": 160, "mu": [160, 172, 264], "policy_modul": 160, "distribution_kwarg": 160, "return_log_prob": 160, "discount": [160, 161, 162], "value_net": 160, "value_modul": 160, "datacollector": 160, "multisyncdatacollector": 160, "refil": [160, 224], "max_siz": 160, "value_target": 160, "advantage_modul": 160, "average_ga": 160, "critic_network": 160, "entropy_bonu": 160, "entropy_coef": 160, "critic_coef": 160, "loss_critic_typ": 160, "smooth_l1": 160, "eval_str": 160, "tensordict_data": 160, "data_view": 160, "subdata": 160, "loss_object": 160, "loss_crit": 160, "loss_entropi": 160, "cum_reward_str": 160, "stepcount_str": 160, "lr_str": 160, "horizon": 160, "eval_rollout": 160, "videorecord": 160, "reinforcement_ppo": 160, "tower": 161, "cart": 161, "pole": 161, "attach": [161, 196, 201, 210, 214], "upright": 161, "classic_control": 161, "decorrel": 161, "replaymemori": 161, "cyclic": 161, "formul": 161, "r_": 161, "t_0": 161, "r_t": 161, "uncertain": 161, "tempor": 161, "max_a": 161, "obei": 161, "bellman": 161, "huber": 161, "noisi": [161, 232, 247], "mathcal": 161, "le": [161, 166], "mathrm": 161, "n_observ": 161, "n_action": 161, "left0exp": 161, "right0exp": 161, "select_act": [161, 162, 164], "eps_start": 161, "eps_end": 161, "eps_decai": 161, "plot_dur": 161, "underneath": 161, "policy_net": 161, "target_net": 161, "amsgrad": 161, "steps_don": 161, "eps_threshold": 161, "episode_dur": 161, "show_result": 161, "durations_t": 161, "unfold": [161, 166], "optimize_model": 161, "s_t": 161, "a_t": 161, "19343": 161, "3343043": 161, "non_final_mask": 161, "non_final_next_st": 161, "state_batch": 161, "action_batch": 161, "reward_batch": 161, "next_state_valu": 161, "expected_state_action_valu": 161, "clip_grad_value_": 161, "num_episod": [161, 162], "i_episod": [161, 162, 164], "\u03b8": 161, "\u03c4": 161, "target_net_state_dict": 161, "policy_net_state_dict": 161, "reinforcement_q_learn": 161, "unblock": 162, "callback": 162, "update_and_fetch_model": 162, "future_model": 162, "notifi": [162, 169], "batch_update_s": 162, "batchupdateparameterserv": 162, "curr_update_s": 162, "ps_rref": 162, "setti": 162, "set_result": 162, "get_worker_info": [162, 164], "543": 162, "affine1": [162, 164], "affine2": [162, 164], "action_scor": [162, 164], "select_action_batch": 162, "run_episod": [162, 164], "agent_rref": [162, 164], "start_step": 162, "curr_reward": 162, "saved_log_prob": [162, 164], "rob": 162, "ob_rref": [162, 164], "running_reward": [162, 164], "ob_rank": [162, 164], "ob_info": [162, 164], "observer_nam": [162, 164], "future_act": 162, "pending_st": 162, "select_acion": 162, "ob_id": [162, 164], "oberv": [162, 164], "policy_loss": [162, 164], "n_episod": 162, "print_log": 162, "rank0": [162, 164], "agent_nam": [162, 164], "tlast": [162, 164], "taverag": [162, 164], "next_devic": 163, "call_method": 163, "remote_method": 163, "foo_inst": 163, "parameterserv": 163, "input_devic": 163, "intention": [163, 164], "miscellan": 163, "get_dist_gradi": 163, "get_gradi": 163, "get_param_rref": 163, "cid": 163, "cpu_grad": 163, "k_cpu": 163, "v_cpu": 163, "paramt": 163, "param_rref": [163, 164], "run_parameter_serv": 163, "param_serv": 163, "global_lock": 163, "get_parameter_serv": 163, "parameter_serv": 163, "offlin": 163, "trainernet": 163, "param_server_rref": 163, "get_global_param_rref": 163, "paramat": 163, "run_training_loop": 163, "nueral": 163, "get_accuraci": 163, "correct_sum": 163, "trainer_": 163, "traffic": [163, 177], "listen": 163, "subprocess": 163, "rpc_parameter_serv": 163, "solver": 164, "formatter_class": 164, "argumentdefaultshelpformatt": 164, "report_reward": 164, "_max_episode_step": 164, "finfo": 164, "reward_threshold": 164, "finish_episod": 164, "min_reward": 164, "distinguish": [164, 170], "surpass": 164, "ctrl": 164, "131": 164, "130": 164, "137": 164, "140": 164, "104": 164, "170": [164, 179], "126": [164, 174], "180": [164, 174, 175, 232], "213": 164, "322": [164, 220], "165": 164, "272": [164, 220], "210": 164, "168": [164, 174], "184": [164, 186], "208": [164, 172, 230], "270": [164, 172], "405": 164, "280": 164, "290": 164, "464": 164, "3163778435275": 164, "vehicl": 164, "rnnmodel": 164, "emb_table_rref": 164, "decoder_rref": 164, "_remote_method": 164, "rremot": 164, "_parameter_rref": 164, "run_train": 164, "nindic": 164, "driss": 165, "guessou": 165, "flashattent": 165, "benchmark_torch_function_in_microsecond": [165, 211], "max_sequence_len": 165, "embed_dimens": 165, "sdpbackend": 165, "sdpa_kernel": 165, "math_tim": 165, "flash_attent": 165, "flash_tim": 165, "flash": [165, 185], "efficient_attent": 165, "efficient_tim": 165, "efficientattent": 165, "andrej": 165, "karpathi": 165, "nanogpt": 165, "causalselfattent": 165, "is_caus": [165, 194], "c_attn": 165, "c_proj": 165, "resid_dropout": 165, "query_project": 165, "head_dim": 165, "attn_mask": 165, "dropout_p": [165, 166, 194], "heads_per_dim": 165, "generate_rand_batch": 165, "pad_percentag": 165, "seq_len_list": 165, "gauss": 165, "nested_tensor": [165, 194], "random_nt": 165, "random_dens": 165, "nt": [165, 194], "166": 165, "616": 165, "726": 165, "amaz": 165, "record_shap": [165, 169, 239], "compili": 165, "cuda_time_tot": [165, 239], "compiled_causal_attention_trac": 165, "concentr": 165, "6090": 165, "49m": 165, "3273": 165, "17m": 165, "commit": [165, 197, 208], "ae3a8d5": 165, "causal_upper_left": 165, "causal_lower_right": 165, "sequence_length_q": 165, "sequence_length_kv": 165, "upper_left_bia": 165, "lower_right_bia": 165, "issubclass": 165, "causalbia": 165, "corner": 165, "attn_scor": 165, "out_upper_left": 165, "out_lower_right": 165, "out_is_caus": 165, "compiled_sdpa": 165, "scaled_dot_product_attention_tutori": 165, "french": 166, "il": 166, "est": [166, 169, 267], "peindr": 166, "tableau": 166, "paint": 166, "pourquoi": 166, "pa": 166, "essay": 166, "vin": 166, "delicieux": 166, "delici": 166, "wine": 166, "poet": 166, "romancier": 166, "novelist": 166, "vou": 166, "trop": 166, "maigr": 166, "skinni": 166, "condens": [166, 210, 247], "phrase": [166, 264], "\u5b57\u7b26\u7ea7": 166, "__future__": [166, 172, 238, 245], "unicode_liter": 166, "print_funct": 166, "manyth": 166, "anki": 166, "fra": 166, "froid": 166, "lang": [166, 209, 263], "n_word": [166, 254], "readlang": 166, "lang1": 166, "lang2": 166, "input_lang": [166, 254], "output_lang": [166, 254], "apostroph": 166, "eng_prefix": 166, "preparedata": 166, "je": 166, "sui": 166, "noir": 166, "decoderrnn": 166, "target_tensor": 166, "forward_step": 166, "burden": 166, "attn_appli": 166, "bahdanauattent": 166, "ua": 166, "va": 166, "attndecoderrnn": [166, 254], "input_gru": 166, "tensorfromsent": 166, "tensorsfrompair": 166, "get_dataload": 166, "inp_id": 166, "tgt_id": 166, "exhibit": 166, "coher": 166, "grammar": 166, "wander": 166, "asminut": 166, "es": 166, "n_epoch": 166, "plot_loss": 166, "print_loss_tot": 166, "plot_loss_tot": 166, "plot_loss_avg": 166, "showplot": 166, "decoder_attn": 166, "decoded_id": 166, "judgement": 166, "evaluaterandomli": 166, "showattent": 166, "bone": 166, "evaluateandshowattent": 166, "aussi": 166, "grand": 166, "son": 166, "pere": 166, "fatigu": 166, "pour": 166, "conduir": 166, "desol": 166, "idiot": 166, "reellement": 166, "fier": 166, "iot": 166, "word2vec": 166, "glove": 166, "autoencod": 166, "seq2seq_translation_tutori": 166, "ghassen": 167, "hamrouni": 167, "geometr": 167, "invari": [167, 191], "urllib": 167, "build_open": 167, "addhead": 167, "mozilla": 167, "install_open": 167, "boil": 167, "affine_grid": 167, "grid_sampl": 167, "conv2_drop": [167, 222], "regressor": 167, "fc_loc": 167, "size_averag": 167, "convert_image_np": 167, "visualize_stn": 167, "transformed_input_tensor": 167, "in_grid": 167, "out_grid": 167, "axarr": 167, "spatial_transformer_tutori": 167, "speech_recognition_pipeline_tutori": 168, "tensorboard_trace_handl": 169, "batch_data": [169, 172], "torch_tb_profil": 169, "safari": 169, "pytorch_profil": 169, "breakdown": 169, "dropdown": 169, "callstack": 169, "multiprocessor": 169, "occup": 169, "tooltip": 169, "toolbar": 169, "keyboard": [169, 264], "mous": [169, 264], "resnet18_4work": 169, "76m": [169, 183], "132m": 169, "torchtbprofil": 169, "memory_demo_1_10": 169, "gpu0": 169, "distributed_bert": 169, "rocm": 169, "docker": [169, 259], "profiler_tutori": 169, "test_cifar10": 169, "vi": [169, 264], "kfd": 169, "sys_ptrac": 169, "seccomp": 169, "unconfin": 169, "shm": [169, 213], "8g": 169, "apt": [169, 172, 209], "libjpeg": 169, "rocm5": 169, "scp": 169, "tensorboard_profiler_tutori": 169, "plot_classes_pr": 170, "four_fashion_mnist_imag": 170, "datapoint": 170, "night": [170, 265], "thoroughli": 170, "clearer": 170, "images_to_prob": 170, "preds_tensor": 170, "el": 170, "add_figur": 170, "global_step": [170, 246], "scroll": [170, 262, 266], "test_siz": 170, "class_prob": 170, "class_probs_batch": 170, "test_prob": 170, "test_label": 170, "add_pr_curve_tensorboard": 170, "class_index": 170, "tensorboard_truth": 170, "tensorboard_prob": 170, "add_pr_curv": 170, "poke": 170, "tacotron2_pipeline_tutori": 171, "wsi": 172, "tissu": 172, "biopsi": 172, "scanner": 172, "pathologist": 172, "cancer": 172, "microscop": 172, "tumor": 172, "000x100": 172, "25x0": 172, "micron": 172, "pyramid": 172, "magnif": 172, "sketch": 172, "histoencod": 172, "jopo666": 172, "openjpeg": 172, "openslid": 172, "pixman": 172, "qq": 172, "libopenjp2": 172, "libpixman": 172, "echo": [172, 209, 264], "brew": 172, "hashandl": 172, "nopython": 172, "shutil": 172, "zipfil": 172, "mpl": 172, "cm": 172, "accuracy_scor": 172, "confusion_matrix": 172, "patch_predictor": 172, "iopatchpredictorconfig": 172, "misc": 172, "download_data": 172, "grab_files_from_dir": 172, "overlay_prediction_mask": 172, "wsicor": 172, "wsiread": 172, "rcparam": 172, "dpi": 172, "facecolor": 172, "dark": 172, "on_gpu": 172, "suppress": 172, "overli": 172, "suppress_console_output": 172, "redirect_stderr": 172, "stringio": 172, "abnorm": 172, "global_save_dir": 172, "mainten": 172, "rmdir": 172, "dir_path": 172, "is_dir": 172, "rmtree": 172, "kather": 172, "100k": 172, "wsi_path": 172, "sample_wsi": 172, "sv": 172, "patches_path": 172, "kather100k": 172, "weights_path": 172, "dc": 172, "warwick": 172, "uk": 172, "tcga": 172, "3l": 172, "aa1b": 172, "01z": 172, "dx1": 172, "8923a151": 172, "a690": 172, "40b7": 172, "9e5a": 172, "fcbedfc2394f": 172, "extractal": 172, "pc": 172, "patch_list": 172, "dataset_path": 172, "image_ext": 172, "tif": 172, "label_dict": 172, "glass": 172, "mucosa": 172, "deb": 172, "debri": 172, "tum": 172, "colorect": 172, "adenocarcinoma": 172, "epithelium": 172, "adi": 172, "adipos": 172, "muc": 172, "mucu": 172, "stroma": 172, "lym": 172, "lymphocyt": 172, "dataset_class_path": 172, "patch_list_single_class": 172, "file_typ": 172, "299": 172, "211": [172, 239], "176": 172, "178": 172, "209": 172, "232": [172, 232], "modelabc": 172, "tia": 172, "toolbox": 172, "readthedoc": 172, "_autosummari": 172, "models_abc": 172, "preproc_func": 172, "predictor": [172, 179], "pretrained_weight": 172, "cnnmodel": 172, "conf": [172, 222, 262, 269], "df_cm": 172, "215": [172, 178], "993000": 172, "000000": 172, "00000": 172, "988636": 172, "011364": 172, "991304": 172, "008696": 172, "996503": 172, "003497": 172, "004808": 172, "990385": 172, "988764": 172, "011236": 172, "996296": 172, "003704": 172, "004785": 172, "985646": 172, "004310": 172, "99569": 172, "input_resolut": 172, "patch_input_shap": 172, "stride_shap": 172, "wsi_ioconfig": 172, "mpp": 172, "return_prob": 172, "ioconfig": 172, "merge_predict": 172, "wsi_output": 172, "wsi_predict": 172, "overlai": 172, "overlay_patch_predict": 172, "overview_resolut": 172, "overview_unit": 172, "wsi_overview": 172, "slide_thumbnail": 172, "label_color_dict": 172, "get_cmap": 172, "set1": 172, "pred_map": 172, "label_info": 172, "return_ax": 172, "histolog": 172, "pohjonen": 172, "joona": 172, "helsinki": 172, "umap": 172, "semantic_segmentor": 172, "deepfeatureextractor": 172, "iosegmentorconfig": 172, "histoencwrapp": 172, "histoenc": 172, "feat_extract": 172, "extract_featur": 172, "num_block": 172, "avg_pool": 172, "infer_batch": 172, "img_patches_devic": 172, "create_encod": 172, "prostate_medium": 172, "662": 172, "446": 172, "605": 172, "169": [172, 220], "155": [172, 174], "output_resolut": 172, "patch_output_shap": 172, "auto_generate_mask": 172, "otsu": 172, "num_loader_work": 172, "num_postproc_work": 172, "wsi_featur": 172, "umap_reduc": 172, "n_neighbor": 172, "n_compon": 172, "manhattan": 172, "random_st": 172, "fit_transform": 172, "npy": 172, "5mpp": 172, "4mpp": 172, "william": [173, 174, 175], "wen": [173, 174, 175], "modern": [173, 188, 195], "h100": 173, "elsewher": 173, "gpu_ok": 173, "device_cap": 173, "get_device_cap": [173, 211, 212, 257], "torchinductor": [173, 187, 200], "torchtriton": 173, "cu117": 173, "opt_foo1": 173, "opt_foo2": 173, "opt_mod": 173, "generate_data": 173, "init_model": 173, "model_opt": 173, "eager_tim": 173, "compile_tim": 173, "eager_m": 173, "compile_m": 173, "train_opt": 173, "dashboard": 173, "struggl": 173, "fn1": 173, "fn2": 173, "test_fn": 173, "out1": [173, 235], "out2": [173, 235], "inp1": [173, 174, 175], "inp2": [173, 174, 175], "traced_f1": 173, "print_exc": [173, 174, 175], "fx_f1": 173, "concrete_arg": 173, "compile_f1": 173, "f2": 173, "script_f2": 173, "compile_f2": 173, "f3": 173, "dct": 173, "traced_f3": 173, "disallow": 173, "compile_f3": 173, "custom_backend": 173, "example_input": [173, 180, 182, 183, 184, 198, 199, 200, 201, 248], "print_tabular": 173, "opt_model": 173, "opt_bar": 173, "resum": [173, 199, 242], "explain_output": 173, "torch_compile_tutori": [129, 173], "zhengxu": [174, 175], "angela": [174, 175], "exportedprogram": [174, 175, 198], "synonym": [174, 175], "dynamic_shap": [174, 175], "exportedgraph": [174, 175], "exported_mod": [174, 175], "exported_program": 174, "2178": 174, "4397": 174, "4774": 174, "0943": [174, 186], "4656": 174, "8333": 174, "5912": 174, "4689": 174, "2122": 174, "1996": 174, "4628": 174, "7495": 174, "3900": 174, "4515": 174, "8187": 174, "8938": 174, "5753": 174, "7709": 174, "8081": 174, "8002": 174, "9441": 174, "5711": 174, "0921": [174, 202], "3438": 174, "3268": 174, "4640": 174, "2434": 174, "7253": 174, "6886": 174, "6982": 174, "5100": [174, 247], "2279": 174, "2951": 174, "1055": 174, "2088": 174, "5022": 174, "1468": [174, 232], "5220": 174, "1592": 174, "9096": 174, "4248": 174, "2142": 174, "relubackward0": 174, "graph_modul": [174, 175], "f32": 174, "arg2_1": 174, "arg3_1": 174, "torch_export_nightly_tutori": 174, "exportgraphsignatur": 174, "inputspec": 174, "inputkind": 174, "tensorargu": 174, "user_input": 174, "outputspec": 174, "outputkind": 174, "user_output": 174, "graph_signatur": [174, 175], "range_constraint": [174, 175], "equality_constraint": 174, "inputs_to_paramet": 174, "inputs_to_buff": 174, "buffers_to_mut": 174, "backward_signatur": 174, "assertion_dep_token": 174, "bad1": [174, 175], "usererror": 174, "control_flow": [174, 175], "cond": [174, 175], "bad2": [174, 175], "ban": 174, "aot_export": 174, "bad3": [174, 175], "call_id": 174, "tensorvari": 174, "bad4": [174, 175], "builtinvari": 174, "constantvari": 174, "bad1_fix": 174, "true_fn": [174, 175], "false_fn": [174, 175], "exported_bad1_fix": [174, 175], "8415": 174, "5403": 174, "predic": [174, 175], "operand": [174, 175], "mymodule2": [174, 175], "mod2": [174, 175], "exported_mod2": [174, 175], "dynamic_shapes_example1": 174, "inp1_dim0": [174, 175], "inp1_dim1": [174, 175], "dynamic_shapes1": [174, 175], "exported_dynamic_shapes_example1": [174, 175], "0828": 174, "8190": 174, "0037": 174, "0221": 174, "0898": 174, "8182": 174, "9165": 174, "3572": 174, "7422": 174, "4423": 174, "2497": 174, "1912": 174, "0522": 174, "4442": 174, "4188": 174, "8161": 174, "inp1_dim1_bad": [174, 175], "dynamic_shapes1_bad": [174, 175], "inp3": [174, 175], "dynamic_shapes_example2": 174, "inp2_dim0": [174, 175], "inner_dim": [174, 175], "inp3_dim1": [174, 175], "dynamic_shapes2": [174, 175], "exported_dynamic_shapes_example2": [174, 175], "5352": 174, "3836": 174, "8961": 174, "3412": 174, "3891": 174, "4326": 174, "1697": [174, 260], "inp4": [174, 175], "inp5": [174, 175], "dynamic_shapes_example3": [174, 175], "dynamic_shapes3": [174, 175], "inp4_dim": [174, 175], "inp5_dim": [174, 175], "violat": 174, "inp4_dim0": [174, 175], "inp5_dim0": [174, 175], "inp5_dim1": [174, 175], "inp4_dim1": [174, 175], "suggested_fix": [174, 175], "shared_dim": [174, 175], "dynamic_shapes3_fix": [174, 175], "exported_dynamic_shapes_example3": [174, 175], "1510": 174, "1174": 174, "5075": 174, "3566": 174, "2102": 174, "2033": 174, "3611": 174, "9041": 174, "2987": 174, "5751": 174, "1508": 174, "4470": 174, "2460": 174, "9288": 174, "1764": 174, "5879": 174, "5107": 174, "0845": 174, "3962": 174, "4359": 174, "2877": 174, "2839": 174, "3742": 174, "5569": 174, "0485": 174, "1028": 174, "4692": 174, "3837": 174, "8744": 174, "4191": 174, "9387": 174, "8480": 174, "9857": 174, "7783": 174, "2220": 174, "5934": 174, "9793": 174, "1118": 174, "9817": 174, "6156": 174, "2070": 174, "6976": 174, "8177": 174, "4002": 174, "3291": 174, "0860": 174, "7406": 174, "6509": 174, "1847": 174, "6311": 174, "8144": 174, "0439": 174, "9141": 174, "8778": 174, "5971": 174, "8781": 174, "1364": 174, "3096": 174, "0822": 174, "0587": 174, "3681": 174, "_log": [174, 175, 212, 257], "set_log": [174, 175, 212, 257], "657": 174, "symbolic_convert": 174, "374": 174, "658": 174, "symbolic_shap": 174, "create_env": 174, "663": 174, "create_symbol": 174, "s0": 174, "665": 174, "s1": [174, 193], "9223372036854775806": 174, "677": [174, 185], "680": 174, "734": [174, 239], "_meta_registr": 174, "1891": 174, "meta_mm": 174, "738": 174, "return_valu": 174, "output_graph": 174, "dynamo_normalization_capturing_compil": 174, "747": [174, 211], "produce_guard": 174, "839": 174, "eval_fram": 174, "847": 174, "rangeconstraint": 174, "min_val": 174, "max_val": 174, "inputdim": 174, "my_custom_librari": [174, 175], "compositeexplicitautograd": [174, 175], "custom_op_meta": [174, 175], "custom_op_exampl": 174, "exported_custom_op_exampl": [174, 175], "print_read": [174, 175], "5947": 174, "8062": 174, "6231": 174, "6615": 174, "5412": 174, "evidenc": [174, 175], "_schema": [174, 175], "is_mut": [174, 175], "run_decomposit": [174, 175], "decomposition_t": [174, 175], "_op": [174, 175], "operatorbas": [174, 175], "core_ir_ep": [174, 175], "num_us": 174, "placehold": 174, "get_decomposit": [174, 175], "_decomp": [174, 175], "decomp_t": [174, 175], "cond_pred": [174, 175], "stronger": 175, "safeti": 175, "bad2_nonstrict": 175, "bad3_nonstrict": 175, "bad4_nonstrict": 175, "bad1fix": 175, "dynamicshapesexample1": 175, "dynamicshapesexample2": 175, "deriveddimexample1": 175, "dimx": 175, "dimi": 175, "derived_dynamic_shapes1": 175, "derived_dim_example1": 175, "deriveddimexample2": 175, "dz": 175, "dy": 175, "derived_dynamic_shapes2": 175, "derived_dim_example2": 175, "dynamicshapesexample3": 175, "customopexampl": 175, "aotinductor": 175, "tensorrt": [175, 180], "so_path": 175, "aot_compil": 175, "compiler_aot_inductor": 175, "aot_load": 175, "torch_export_tutori": 175, "dlrm": 176, "dmp": 176, "datastructur": 176, "k80": 176, "appripri": 176, "product_t": 176, "user_t": 176, "101": 176, "202": 176, "303": 176, "product_eb": 176, "jag": [176, 194], "404": 176, "505": 176, "606": 176, "keyedtensor": 176, "3x64": 176, "pooled_embed": 176, "criteo": 176, "terabyt": 176, "jean": [177, 178], "saroufim": [177, 178], "ashok": [177, 178], "emani": [177, 178], "tl": [177, 186, 256], "dr": [177, 186], "numa": [177, 178], "upi": 177, "fma": [177, 178], "hyperthread": 177, "contend": 177, "ultra": 177, "cpu_launcher_en": [177, 178], "toepliz": 177, "toggl": 177, "use_logical_cor": 177, "vtune": [177, 252], "8180m": 177, "omp_num_thread": [177, 248], "982": 177, "__kmp_fork_barri": 177, "589": 177, "neglig": 177, "887": 177, "530": 177, "lscpu": 177, "112": [177, 186, 205, 239], "llc": [177, 178], "asid": 177, "get_num_thread": [177, 232], "node_id": [177, 178], "base_handl": 177, "56x4": 177, "affinit": [177, 178], "amplifi": 177, "slot": 177, "uop": [177, 178], "__sched_yield": 177, "disassoci": 177, "exacerb": 177, "core_51": 177, "8180": 177, "tid": 177, "97097": 177, "cpu_81": 177, "cpu_14": 177, "cpu_5": 177, "cpu_70": 177, "cpu_100": 177, "cpu_24": 177, "num_physical_cor": 177, "94290": 177, "cpu_78": 177, "cpu_108": 177, "microarchitectur": 177, "onednn": [177, 178, 200, 208, 220, 221, 227, 248], "immens": [177, 178], "ning": [177, 178], "jing": [177, 178], "xu": [177, 178, 188, 189], "20x": 178, "toplev": 178, "pmu": 178, "mispredict": 178, "hierarch": 178, "retir": 178, "specul": 178, "cancel": 178, "untun": 178, "subsystem": 178, "l3": 178, "dram": 178, "starv": 178, "wll": 178, "uncomplet": 178, "oneapi": [178, 227], "deconvolut": [178, 230], "emit_itt": [178, 227], "intel_extension_for_pytorch": [178, 221, 255], "ipex_en": 178, "submetr": 178, "spinlock": 178, "arena": 178, "enable_tcmalloc": 178, "enable_jemalloc": 178, "use_default_alloc": 178, "range_push": [178, 227], "step_": 178, "range_pop": [178, 227], "step_x": 178, "step_99": 178, "308": 178, "261": 178, "843": 178, "8960": 178, "cpu_launcher_arg": 178, "688": 178, "251": 178, "401": 178, "392": [178, 211], "bf16": [178, 185, 200, 220], "ipex": [178, 221, 252, 255], "8x": 178, "851": 178, "310": [178, 232], "7x": [178, 185], "803": 178, "248": 178, "eltwis": 178, "elementwis": 178, "nhwc": [178, 195, 221, 224], "disable_auto_channels_last": 178, "reorder": [178, 208, 227], "731": [178, 258], "634": 178, "fudan": 179, "databas": 179, "pedestrian": 179, "keypoint": 179, "tv_tensor": 179, "boundingbox": 179, "x0": 179, "y0": 179, "image_id": 179, "iscrowd": 179, "compliant": 179, "pycocotool": 179, "gautamchitni": 179, "cocoapi": 179, "cocodataset": 179, "pythonapi": 179, "get_height_and_width": 179, "ci": 179, "upenn": 179, "jshi": 179, "ped_html": 179, "pennfudanp": 179, "pedmask": 179, "fudanped00001_mask": 179, "fudanped00002_mask": 179, "fudanped00003_mask": 179, "fudanped00004_mask": 179, "pngimag": 179, "fudanped00001": 179, "fudanped00002": 179, "fudanped00003": 179, "fudanped00004": 179, "fudanped00046": 179, "fudanped00046_mask": 179, "122": [179, 239], "tvtensor": 179, "masks_to_box": 179, "pennfudandataset": 179, "listdir": 179, "mask_path": 179, "obj_id": 179, "num_obj": 179, "crowd": 179, "xyxi": 179, "canvas_s": 179, "get_siz": 179, "zoo": 179, "faster_rcnn": 179, "fastrcnnpredictor": 179, "fasterrcnn_resnet50_fpn": 179, "roi_head": 179, "box_predictor": 179, "cls_score": 179, "fasterrcnn": 179, "rpn": 179, "anchorgener": 179, "anchor": 179, "anchor_gener": 179, "aspect_ratio": 179, "featmap_nam": 179, "roi_pool": 179, "multiscaleroialign": 179, "sampling_ratio": 179, "rcnn": 179, "rpn_anchor_gener": 179, "box_roi_pool": 179, "mask_rcnn": 179, "maskrcnnpredictor": 179, "get_model_instance_segment": 179, "maskrcnn_resnet50_fpn": 179, "in_features_mask": 179, "mask_predictor": 179, "conv5_mask": 179, "coco_util": 179, "coco_ev": 179, "get_transform": 179, "todtyp": 179, "topuretensor": 179, "print_freq": 179, "draw_bounding_box": 179, "draw_segmentation_mask": 179, "eval_transform": 179, "rgba": 179, "pred_label": 179, "pred_box": 179, "output_imag": 179, "train2017": 179, "prepare_fx": [180, 182, 183, 184], "convert_fx": [180, 182, 183, 184], "default_weight_observ": 180, "get_default_qconfig_map": 180, "minmaxobserv": [180, 201], "backend_config": 180, "backendpatternconfig": 180, "dtypewithconstraint": 180, "observationtyp": 180, "quantize_fx": [180, 182, 183], "fp32_linear": 180, "quant1": 180, "dequant1": 180, "quant2": 180, "dequant2": 180, "bracket": [180, 264], "fp32_conv_relu": 180, "quint8_with_constraint": 180, "quant_min_lower_bound": 180, "quant_max_upper_bound": 180, "scale_min_lower_bound": 180, "weighted_int8_dtype_config": 180, "input_dtyp": 180, "output_dtyp": 180, "weight_dtyp": 180, "bias_dtyp": 180, "fuse_conv2d_relu": 180, "convrelu2d": [180, 183], "linear_config": 180, "set_pattern": 180, "set_observation_typ": 180, "output_use_different_observer_as_input": 180, "add_dtype_config": 180, "set_root_modul": 180, "set_qat_modul": 180, "set_reference_quantized_modul": 180, "conv_relu_config": 180, "set_fused_modul": 180, "set_fuser_method": 180, "fused_conv_relu_config": 180, "my_backend": 180, "set_backend_pattern_config": 180, "quant_max": [180, 201], "activation_observ": 180, "with_arg": [180, 201], "quant_min": [180, 201], "qconfig_map": [180, 182, 183, 184], "set_object_typ": [180, 182, 183, 198], "use_bn": 180, "quantizedlinear": 180, "012136868201196194": 180, "zero_point": [180, 186, 201], "qscheme": [180, 201], "per_tensor_affin": [180, 201], "quantizedconvrelu2d": 180, "0029353597201406956": 180, "linear_input_scale_0": 180, "linear_input_zero_point_0": 180, "quantize_per_tensor": [180, 186, 198, 222], "dequantize_2": 180, "015307803638279438": 180, "dequantize_1": 180, "get_fbgemm_backend_config": 180, "get_qnnpack_backend_config": 180, "get_native_backend_config": 180, "rfc": [180, 191, 264], "0019": [180, 186], "tldr": [182, 183], "default_dynamic_qconfig": [182, 186], "qconfigmap": [182, 184, 198, 201], "release": 182, "set_glob": [182, 183, 184, 198, 199, 200], "prepared_model": [182, 183, 198, 199, 200], "metamind": 182, "asset": [182, 207, 209, 225], "lstm_model": 182, "float_qparams_weight_only_qconfig": 182, "model_to_quant": [182, 183, 198], "forunct": 182, "fx_graph_mode_ptq_dynam": 182, "charl": 183, "hernandez": 183, "traceabl": 183, "identitc": [183, 198], "resnet18_pretrained_float": [183, 198, 199], "fuse_fx": 183, "recursivescriptmodul": [183, 186, 198, 199], "qconfig_opt": [183, 198], "set_module_name_regex": 183, "set_module_nam": [183, 198], "set_module_name_object_type_ord": 183, "object_typ": 183, "module_name_regex": 183, "module_nam": 183, "serila": [183, 198], "fx_graph_mode_model_file_path": 183, "resnet18_fx_graph_mode_quant": 183, "erro": 183, "convrelu": 183, "moduleattributeerror": 183, "_modul": 183, "conv1_weight_after_fus": 183, "conv1_weight_after_qu": 183, "resnet18_script": [183, 198], "eager_quantized_model": 183, "eager_mode_model_fil": 183, "resnet18_eager_mode_quant": 183, "aibench": 183, "192": 183, "48m": 183, "63m": 183, "non_traceable_code_1": 184, "traceable_cod": 184, "non_traceable_code_2": 184, "fp32traceabl": 184, "traceable_submodul": 184, "traceable_code_1": 184, "traceable_code_2": 184, "model_fp32": 184, "non_traceable_cod": 184, "fp32nontrac": 184, "non_traceable_submodul": 184, "prepare_custom_config_dict": 184, "non_traceable_module_nam": 184, "non_traceable_module_class": 184, "mnontrac": 184, "model_prepar": 184, "transpose_for_scor": 184, "new_x_shap": 184, "num_attention_head": 184, "attention_head_s": 184, "custommodul": 184, "observednontrac": 184, "from_float": 184, "from_observ": 184, "staticquantnontrac": 184, "float_to_observed_custom_module_class": 184, "convert_custom_config_dict": 184, "observed_to_quantized_custom_module_class": 184, "model_quant": [184, 225, 226, 229, 254], "thee": 184, "dynamicquantnontrac": 184, "weightonlyquantmnontrac": 184, "test_custom_module_class": 184, "test_quantize_fx": 184, "hdcharl": 185, "pg509": 185, "330": 185, "myenv": 185, "cu121": [185, 264], "vit_h": 185, "segment_anyth": 185, "sam_vit_h_4b8939": 185, "sam_checkpoint_base_path": 185, "change_linear_weights_to_int8_dqtensor": 185, "sam_model_registri": 185, "batchsiz": 185, "only_one_block": 185, "adaptive_autorang": 185, "min_run_tim": [185, 232, 247], "max_run_tim": 185, "1e9": 185, "get_sam_model": 185, "sam": 185, "image_encod": 185, "fp32_re": 185, "16m": 185, "33gb": 185, "instant": 185, "protect": [185, 209, 223, 224], "bf16_re": 185, "43m": 185, "17gb": 185, "autotun": [185, 256], "comp_r": 185, "95m": 185, "24gb": 185, "int4": 185, "change_linear_weights_to_int8_woqtensor": 185, "change_linear_weights_to_int4_woqtensor": 185, "apply_dynamic_qu": 185, "apply_weight_only_int8_qu": 185, "change_linear_weight": 185, "quant_r": 185, "04m": 185, "58gb": 185, "force_fuse_int_mm_with_mul": 185, "78m": 185, "37gb": 185, "unquant": [185, 201], "epilogu": 185, "enlarg": 185, "epilogue_fus": 185, "coordinate_descent_tun": 185, "coordinate_descent_check_all_direct": 185, "39gb": 185, "10x": 185, "729": 185, "65m": 185, "96gb": 185, "28m": 185, "93gb": 185, "gpu_quantization_torchao_tutori": 185, "supriya": 186, "rao": 186, "per_channel_dynamic_qconfig": 186, "quantize_dynamic_jit": 186, "ts_model": 186, "installaion": 186, "necesessari": 186, "lenght": 186, "qconfig_glob": 186, "qconfig_sub": 186, "qconfig_fc": 186, "242141": 186, "354759": 186, "188": [186, 232], "157": 186, "4s": 186, "quantized_model_debug": 186, "prepare_dynamic_jit": 186, "convert_dynamic_jit": 186, "406429": 186, "897": 186, "113": 186, "4_scale_0": 186, "114": 186, "4_zero_point_0": 186, "4_axis_0": 186, "4_scalar_type_0": 186, "quantize_per_channel": 186, "1640": 186, "_choose_qparams_per_tensor": 186, "98304": 186, "linear_dynam": 186, "_c": [186, 188, 245, 248], "0157": 186, "0257": 186, "0269": 186, "0158": 186, "0764": 186, "0548": 186, "0325": 186, "0423": 186, "0528": 186, "1382": 186, "0069": 186, "0106": 186, "0113": 186, "0275": 186, "0253": 186, "0457": 186, "0090": 186, "0512": 186, "0555": 186, "0277": 186, "0543": 186, "0539": 186, "0619": 186, "1040": 186, "0598": [186, 202], "0465": 186, "0009": 186, "0949": 186, "0097": 186, "0183": 186, "0085": 186, "clonebackward": 186, "0011": 186, "0010": 186, "0034": 186, "0013": 186, "0012": 186, "0015": 186, "0016": 186, "0036": 186, "0014": 186, "0008": 186, "0023": 186, "0018": 186, "0031": 186, "0022": 186, "0024": 186, "016605": 186, "182": 186, "878029": 186, "jit_model_path_float": 186, "jit_model_path_eag": 186, "jit_model_path_graph": 186, "chunyuan": 187, "bao": 187, "cpp_wrapper": [187, 200], "opt_fn": 187, "assert_size_strid": 187, "empty_strid": [187, 207, 239], "cpp_fused_add_lift_fresh_0": 187, "c_void_p": 187, "constant0": 187, "inductor_entry_cpp": 187, "19l": 187, "cppwrappercodecach": 187, "cpp_wrapper_src": 187, "c2buojsvlqbywxe3itb43hldieh4jqulk72iswa2awalwev7hjn2": 187, "_wrap_func": 187, "args_tensor": 187, "constants_tensor": 187, "_deviceguard": 187, "lift_fresh": 187, "stream0": 187, "get_cuda_stream": 187, "triton_poi_fused_add_lift_fresh_0": 187, "run_intermediate_hook": 187, "cudaguard": 187, "device_guard": 187, "loadkernel": 187, "torchinductor_us": 187, "cmm6xjgijjffxjku4akv55eyzibirvw6bti6uqmfnruujm5cvvmw": 187, "cubin": 187, "triton_poi_fused_add_lift_fresh_0_0d1d2d3": 187, "cudeviceptr": 187, "var_0": 187, "reinterpret_cast": [187, 209], "var_1": 187, "var_2": 187, "var_3": 187, "kernel_args_var_0": 187, "cudastream_t": 187, "getcurrentcudastream": 187, "launchkernel": 187, "czbpeilh4qqmbyejdgsbpdfuk2ss5jigl2qjb7xs4gearrjvuwem": 187, "tao": [188, 189], "solidifi": [188, 195], "coremltool": 188, "0b5": 188, "to_backend": 188, "_coreml": 188, "compilespec": 188, "coremlcomputeunit": 188, "mobilenetv2_spec": 188, "allow_low_precis": 188, "compile_spec": 188, "_jit_to_backend": 188, "coreml": 188, "mobilenetv2_coreml": 188, "cpuandgpu": 188, "mil": 188, "385": 188, "1496": 188, "anaconda3": 188, "name_sanitization_util": 188, "userwarn": [188, 190, 191, 192, 193], "647": 188, "var_647": 188, "new_nam": 188, "138": 188, "495": [188, 232], "1977": 188, "backend_detail": 188, "codegen_backend_modul": 188, "desktop": [188, 189, 209], "cocoapod": [188, 189, 205, 223, 226], "podfil": [188, 223, 226], "pod": [188, 205, 223, 226, 228, 252], "lite": [188, 205, 223], "client": [189, 224], "prepack": [189, 209, 254], "pytorch_root": [189, 207], "use_pytorch_metal_export": 189, "ON": [189, 196, 219, 224], "41237a4": [189, 207], "optimized_model": [189, 200], "export_opnam": [189, 223], "mobilenetv2_met": 189, "optimized_mobil": 189, "adaptive_avg_pool2d": 189, "copy_to_host": 189, "metal_prepack": 189, "conv2d_run": 189, "conect": 189, "slighli": 189, "malamut": 189, "malemut": 189, "alaskan": 189, "eskimo": 189, "huski": 189, "ios_arch": [189, 224], "use_pytorch_met": 189, "build_io": [189, 205, 223, 224], "a9": 189, "nsarrai": 189, "nsnumber": 189, "inferencemod": 189, "metalperformanceshad": 189, "1369": 190, "clr": 190, "sparse_coo_tensor": [190, 193], "state_sum": 190, "addcmul_": 190, "addcdiv_": 190, "_make_spars": 190, "grad_indic": 190, "coalesc": 190, "_indic": 190, "grad_valu": 190, "_valu": 190, "sparse_mask": [190, 193], "std_valu": 190, "sqrt_": 190, "state_sum2": 190, "masked_grad": 190, "get_data": [190, 192, 193], "std2": 190, "masked_tensor": [190, 191, 192, 193], "to_spars": [190, 193], "param2": [190, 203], "glanc": 190, "dodg": 190, "make_spars": 190, "diverg": [190, 192], "brittl": 190, "argu": 190, "densif": 190, "csc": [190, 193], "bsr": [190, 193], "bsc": 190, "conflat": 190, "disentangl": 190, "purposefulli": 190, "to_dens": [190, 193], "cleaner": [190, 192, 197, 198], "relianc": 190, "unreli": [190, 192], "maskedarrai": [190, 197], "maskedtensor_adagrad": 190, "maskedtensor_overview": [191, 192, 193], "unspecifi": [191, 192, 193, 197], "intersect": 191, "logical_or": 191, "npm0": 191, "ma": 191, "masked_arrai": 191, "npm1": 191, "mt0": 191, "mt1": [191, 193], "mt2": [191, 193], "get_mask": [191, 192], "mt": [191, 192, 193], "amin": [191, 193], "amax": 191, "data0": 191, "data1": 191, "mask0": 191, "mask1": 191, "intent": [191, 198, 201, 209, 264], "necessit": 191, "maskedtensor_advanced_semant": 191, "as_masked_tensor": 192, "afterthought": 192, "born": 192, "recur": 192, "inabl": 192, "10729": 192, "troubl": 192, "mx": 192, "52248": 192, "frustrat": 192, "4132": 192, "67180": 192, "longstand": 192, "bgrad1": 192, "isnan": 192, "unsaf": 192, "61474": 192, "nanmax": 192, "nanmin": 192, "lend": 192, "argmin": 192, "substructur": 193, "sparse_coo": 193, "sparse_csr": 193, "nse": 193, "sparse_tensor_data": 193, "sparse_tensor_mask": 193, "dense_masked_tensor": 193, "to_sparse_coo": 193, "to_sparse_csr": 193, "nuanc": 193, "sparse_coo_mt": 193, "crow_indic": 193, "col_indic": 193, "nnz": 193, "mt_sparse_csr": 193, "mt_sparse_coo": 193, "mt_dens": 193, "is_spars": 193, "is_sparse_coo": 193, "is_sparse_csr": 193, "surfac": 193, "vast": 193, "mask_valu": 193, "sparse_csr_tensor": 193, "synergi": 193, "invest": 193, "maskedtensor_spars": 193, "rag": 194, "invalu": 194, "nestedtensor": [194, 197], "padded_out_tensor": 194, "to_padded_tensor": 194, "poss": 194, "is_nest": 194, "irregularli": 194, "nt_reshap": 194, "nt_transpos": 194, "nt_mm": 194, "nt3": 194, "nt4": 194, "nt5": 194, "embrac": 194, "padded_sent": 194, "nested_sent": 194, "semnat": 194, "ux": [194, 198, 200], "padded_sentences_for_softmax": 194, "e_q": 194, "e_k": 194, "e_v": 194, "e_tot": 194, "query_proj": 194, "key_proj": 194, "value_proj": 194, "e_out": 194, "out_proj": 194, "e_head": 194, "sdpa": 194, "l_t": 194, "l_": 194, "attn_output": 194, "todo": [194, 262], "unflatten": 194, "zipf": 194, "zipf_sentence_length": 194, "unigram": 194, "858": [194, 219], "sentence_length": 194, "ibatch": 194, "gen_batch": 194, "jagged_to_pad": 194, "jt": 194, "padding_v": 194, "unbind": [194, 206], "padded_queri": 194, "padded_kei": 194, "padded_valu": 194, "output_nest": 194, "time_nest": 194, "output_pad": 194, "time_pad": 194, "entry_length": 194, "compiled_mha": 194, "compiled_output_nest": 194, "compiled_time_nest": 194, "compiled_output_pad": 194, "compiled_time_pad": 194, "_nnapi": 195, "convert_model_to_nnapi": 195, "bundled_input": [195, 205, 210], "make_mobilenetv2_nnapi": 195, "output_dir_path": 195, "quantize_mod": 195, "quantize_cor": 195, "quantize_ifac": 195, "input_float": 195, "nnapi_nhwc": 195, "nnapi_model": 195, "bundlewrapp": 195, "augment_model_with_bundled_input": 195, "bundle_large_tensor": [195, 205], "quant_": 195, "quant_ful": 195, "speed_benchmark_torch": [195, 219, 224], "pthreadpool_s": 195, "use_bundled_input": 195, "use_caching_alloc": 195, "200gb": 195, "googlesourc": [195, 207], "envsetup": 195, "aosp_x86_64": 195, "j16": 195, "lib64": 195, "libneuralnetwork": 195, "ctype": 195, "cdll": 195, "loadlibrari": [195, 209], "get_all_bundled_input": [195, 210], "_numeric_suit": 196, "ns": 196, "default_eval_fn": 196, "qmodel": 196, "img_data": 196, "compare_weight": 196, "wt_compare_dict": 196, "nkei": 196, "sqnr": 196, "relationship": 196, "nomin": 196, "compute_error": 196, "pn": 196, "log10": 196, "hist": 196, "compare_model_output": 196, "act_compare_dict": 196, "white_list": 196, "outputlogg": 196, "default_numeric_suite_compare_model_output_white_list": 196, "prepare_model_output": 196, "get_matching_activ": 196, "myoutputlogg": 196, "logger_cl": 196, "prepare_model_with_stub": 196, "shadowlogg": 196, "compare_model_stub": 196, "quantizablebasicblock": 196, "module_swap_list": 196, "ob_dict": 196, "get_logger_dict": 196, "myshadowlogg": 196, "is_quant": 196, "db": [196, 198], "numeric_suite_tutori": 196, "pypi": [197, 222], "pt2": [197, 200, 211, 212, 216], "optimizi": 197, "nnapi": 197, "autovector": [197, 206], "maskedtensor": 197, "coo": 197, "csr": 197, "14k": 198, "prepare_pt2": [198, 200], "convert_pt2": [198, 199, 200], "capture_pre_autograd_graph": [198, 199, 200], "shoud": [198, 199, 200], "quantize_pt2": [198, 199, 200], "xnnpackquant": [198, 199, 201], "get_symmetric_quantization_config": [198, 199], "backendconfig": [198, 201], "fake_qu": 198, "embedding_byt": 198, "executorchquant": 198, "prone": 198, "composed_quant": 198, "quantization_cap": 198, "minmax": 198, "exported_model": [198, 199, 200], "dynamic_dim": [198, 199], "xnnpack_quant": [198, 199], "themodel": 198, "fp32_op": 198, "qauntiz": 198, "quantized_linear": 198, "x_int8": 198, "x_scale": 198, "x_zero_point": 198, "weight_int8": 198, "weight_scal": [198, 201], "weight_zero_point": 198, "bias_fp32": 198, "output_scal": 198, "output_zero_point": 198, "x_fp32": 198, "quantized_decompos": 198, "dequantize_per_tensor": 198, "x_i8": 198, "x_quant_min": 198, "x_quant_max": 198, "weight_fp32": 198, "weight_i8": 198, "weight_quant_min": 198, "weight_quant_max": 198, "weight_permut": 198, "permute_copi": 198, "out_fp32": 198, "out_i8": 198, "out_scal": 198, "out_zero_point": 198, "out_quant_min": 198, "out_quant_max": 198, "float32_op": 198, "use_reference_represent": 198, "x_int16": 198, "weight_int16": 198, "acc_int32": 198, "out_dtyp": 198, "bias_scal": 198, "bias_int32": 198, "out_int8": 198, "qmin": 198, "qmax": 198, "pt2e_quantized_model_file_path": 198, "resnet18_pt2e_quant": 198, "quantized_ep": 198, "loaded_quantized_ep": 198, "ptq": [199, 200], "prepare_qat_pt2": [199, 200], "move_exported_model_to_ev": [199, 200], "move_exported_model_to_train": 199, "subgraph": 199, "_native_batch_norm_legit": 199, "cudnn_batch_norm": 199, "num_observer_update_epoch": 199, "num_batch_norm_update_epoch": 199, "num_epochs_between_ev": 199, "subseq": 199, "new_arg": 199, "prepared_model_copi": 199, "checkpoint_": 199, "lesli": [200, 201], "fang": [200, 201], "weiwen": [200, 201], "xia": [200, 201], "x86inductorquant": 200, "spr": 200, "x86_inductor_quant": 200, "xiq": 200, "traced_b": 200, "aten_graph": 200, "get_default_x86_inductor_quantization_config": 200, "is_dynam": [200, 201], "converted_model": 200, "absenc": 200, "mirror": 200, "device_typ": [200, 231, 255], "qconvolut": 200, "qlinear": 200, "conting": 200, "qmaxpool2d": 200, "torchinductor_freez": 200, "example_x86inductorquantizer_pytorch_2_1": 200, "torchbench": [200, 220], "example_x86inductorquantizer_qat": 200, "kimish": 201, "patel": 201, "quantiat": 201, "qnnpackquant": 201, "quantizationspec": 201, "quantizationannot": 201, "bitwidth": 201, "histogramobserv": 201, "dataclass": 201, "input_qspec_map": 201, "output_qspec": 201, "_annot": 201, "matcher": 201, "get_source_partit": 201, "add_partit": 201, "add_nod": 201, "output_nod": 201, "act_quantization_spec": 201, "observer_or_fake_quant_ctr": 201, "input_act_qspec": 201, "output_act_qspec": 201, "input_act0": 201, "input_act1": 201, "quantization_annot": 201, "sharedquantizationspec": 201, "average_pool": 201, "edgeornod": 201, "conv1_out": 201, "conv2_out": 201, "qspec1": 201, "cat_input0": 201, "cat_input1": 201, "share_qparams_with_input_act0_qspec": 201, "fixedqparamsquantizationspec": 201, "act_qspec": 201, "sigmoid_nod": 201, "input_act": 201, "derivedquantizationspec": 201, "derive_qparams_fn": 201, "observerorfakequant": 201, "observerbas": 201, "fakequantizebas": 201, "obejct": 201, "obs_or_fq": 201, "fq": 201, "act_obs_or_fq": 201, "weight_obs_or_fq": 201, "act_scal": 201, "act_zp": 201, "calculate_qparam": 201, "weight_zp": 201, "bias_qspec": 201, "derived_from": 201, "per_tensor_symmetr": 201, "weight_quantization_spec": 201, "backendquant": 201, "quantizationconfig": 201, "get_input_act_qspec": 201, "get_output_act_qspec": 201, "get_weight_qspec": 201, "get_bias_qspec": 201, "relu_nod": 201, "maybe_conv_nod": 201, "conv1d": [201, 208, 248], "recognz": 201, "subgraphmatch": 201, "conv_relu_pattern": 201, "name_node_map": 201, "input_nod": 201, "weight_nod": 201, "bias_nod": 201, "exact_match": 202, "53358561967833": 202, "9280493093186": 202, "927572380751371": 202, "607915310189128": 202, "18846387788653": 202, "91255673766136": 202, "parameter": 202, "elemen": 202, "paramter": 202, "bertoutput": 202, "parametrizedlinear": 202, "fakespars": 202, "layernorm": 202, "elementwise_affin": 202, "59602649006622": 202, "51610004515979": 202, "0237": 202, "0130": 202, "0462": 202, "0272": 202, "0436": 202, "0492": 202, "0844": 202, "0340": 202, "0302": 202, "0350": 202, "0303": 202, "0175": 202, "0529": 202, "0327": 202, "0213": 202, "0258": 202, "0239": 202, "0380": 202, "0562": 202, "0432": 202, "0262": 202, "0227": 202, "0244": 202, "0784": 202, "0761": 202, "0225": 202, "0395": 202, "0684": 202, "0344": 202, "43897824030275": 202, "48718950090766": 202, "621004460379481": 202, "368514601141214": 202, "702805917710066": 202, "244": [202, 227], "19364519417286": 202, "87x": 202, "skip_init": 203, "param1": 203, "some_buff": 203, "to_empti": [203, 245], "intial": 203, "fnet": 204, "___torch_mangle_3": 204, "fnet2": 204, "0107": 204, "0048": 204, "torchscript_freez": 204, "lai": [205, 223], "cccclai": 205, "dhruv": 205, "matani": 205, "dhruvbird": 205, "scripted_modul": [205, 210, 223], "input_image_1": 205, "input_tensor_1": 205, "input_batch_1": 205, "input_image_2": 205, "input_tensor_2": 205, "input_batch_2": 205, "step2": 205, "bundled_model_input": 205, "bundled_model": [205, 210], "bundle_input": [205, 210], "deeplabv3_scripted_with_bundled_input": 205, "macosx_deployment_target": [205, 207], "max_job": 205, "tracing_bas": 205, "model_trac": 205, "model_input_path": 205, "build_yaml_path": 205, "armeabi": 205, "v7a": 205, "v8a": [205, 207, 219, 224], "selected_op_list": [205, 223], "build_pytorch_android": [205, 207, 223], "cmd": 205, "build_lite_interpret": 205, "chenlai": 205, "aar": [205, 207, 209], "xarg": 205, "ls": 205, "lah": 205, "rw": 205, "staff": 205, "13m": 205, "feb": 205, "pytorch_android": [205, 207, 209, 225], "36k": 205, "pytorch_android_torchvis": [205, 223, 225], "gradl": [205, 207, 223, 225, 228], "androidx": [205, 209, 223], "appcompat": [205, 209, 223], "constraintlayout": [205, 223], "testimplement": [205, 223], "junit": [205, 223], "androidtestimplement": [205, 223], "ext": [205, 221, 223, 264, 265], "espresso": [205, 223], "v7": [205, 209], "fbjni": [205, 209, 223], "allproject": [205, 209], "jcenter": [205, 209], "flatdir": 205, "ios_platform": [205, 223], "deintegr": 205, "all_load": 205, "bitcod": 205, "deeplabv3": [205, 223], "deeplabv3_on_android": 205, "42368": 206, "unsuccessfulli": 206, "rummag": 206, "batched_dot": [206, 232], "feature_s": 206, "shenanigin": 206, "feature_vec": 206, "8304": 206, "23475": 206, "basis_vector": 206, "get_vjp": 206, "jacobian_vmap": 206, "performantli": 206, "7786": 206, "grad_sampl": 206, "batch_of_sampl": 206, "vmap_recip": 206, "ivan": [207, 209], "kobzarev": [207, 209], "use_vulkan": 207, "vulkan_wrapp": 207, "use_vulkan_wrapp": 207, "libvulkan": 207, "vulkansdk": 207, "lunarg": 207, "vulkan_sdk": 207, "vulkan_sdk_root": 207, "install_vulkan": 207, "use_vulkan_shaderc_runtim": 207, "android_abi": [207, 209, 219, 224], "build_android": [207, 219, 224], "script_model": 207, "mobilenet2": 207, "32bit": 207, "script_model_vulkan": 207, "optimization_blocklist": 207, "mobileoptimizertyp": 207, "vulkan_automatic_gpu_transf": 207, "is_vulkan_avail": 207, "tensor_vulkan": 207, "tensor_output_vulkan": 207, "tensor_output": 207, "_adaptive_avg_pool2d": 207, "_cat": 207, "hardtanh_": 207, "transpose_": 207, "upsample_nearest2d": 207, "allocatefloatbuff": [207, 224], "fromblob": [207, 224], "mmodul": [207, 223, 224], "test_app": 207, "testapp": [207, 224], "l133": 207, "apploc": 207, "installmbvulkanlocalbasedebug": 207, "mbq": 207, "swiftshad": 207, "amx": [208, 221, 222], "\u4e5f\u79f0\u4e3a\u82f1\u7279\u5c14": 208, "\u662f\u4e00\u79cdx86\u6269\u5c55": 208, "\u5f15\u5165\u4e86\u4e24\u4e2a\u65b0\u7ec4\u4ef6": 208, "\u4e00\u4e2a\u79f0\u4e3a": 208, "\u7684\u4e8c\u7ef4\u5bc4\u5b58\u5668\u6587\u4ef6\u548c\u4e00\u4e2a\u80fd\u591f\u5728\u8fd9\u4e9btile\u4e0a\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5": 208, "tmul": 208, "\u7684\u52a0\u901f\u5668": 208, "amx\u65e8\u5728\u52a0\u901fcpu\u4e0a\u7684\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u548c\u63a8\u7406\u5de5\u4f5c\u8d1f\u8f7d": 208, "\u975e\u5e38\u9002\u5408\u81ea\u7136\u8bed\u8a00\u5904\u7406": 208, "\u63a8\u8350\u7cfb\u7edf\u548c\u56fe\u50cf\u8bc6\u522b\u7b49\u5de5\u4f5c\u8d1f\u8f7d": 208, "\u82f1\u7279\u5c14\u901a\u8fc7\u7b2c4\u4ee3\u82f1\u7279\u5c14": 208, "\u81f3\u5f3a": 208, "\u53ef\u6269\u5c55\u5904\u7406\u5668\u548c\u82f1\u7279\u5c14": 208, "amx\u63a8\u8fdb\u4e86ai\u80fd\u529b": 208, "\u76f8\u6bd4\u4e0a\u4e00\u4ee3\u4ea7\u54c1": 208, "\u63a8\u7406\u548c\u8bad\u7ec3\u6027\u80fd\u63d0\u9ad8\u4e863\u500d\u81f310\u500d": 208, "\u8be6\u89c1": 208, "\u4f7f\u7528intel": [208, 248], "amx\u52a0\u901fai\u5de5\u4f5c\u8d1f\u8f7d": 208, "\u4e0e\u8fd0\u884cintel": 208, "\u9ad8\u7ea7\u77e2\u91cf\u6269\u5c55512\u795e\u7ecf\u7f51\u7edc\u6307\u4ee4": 208, "avx": [208, 221], "vnni": [208, 221], "\u7684\u7b2c3\u4ee3\u82f1\u7279\u5c14\u81f3\u5f3a\u53ef\u6269\u5c55\u5904\u7406\u5668\u76f8\u6bd4": 208, "\u8fd0\u884cintel": 208, "amx\u7684\u7b2c4\u4ee3\u82f1\u7279\u5c14\u81f3\u5f3a\u53ef\u6269\u5c55\u5904\u7406\u5668\u6bcf\u5468\u671f\u53ef\u6267\u884c2": 208, "048\u4e2aint8\u64cd\u4f5c": 208, "\u800c\u4e0d\u662f256\u4e2aint8\u64cd\u4f5c": 208, "\u5b83\u4eec\u8fd8\u53ef\u4ee5\u6bcf\u5468\u671f\u6267\u884c1": 208, "024\u4e2abf16\u64cd\u4f5c": 208, "\u800c\u4e0d\u662f64\u4e2afp32\u64cd\u4f5c": 208, "_\u7b2c4\u9875": 208, "\u6709\u5173amx\u7684\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f": 208, "amx\u6982\u8ff0": 208, "pytorch\u901a\u8fc7\u5176\u540e\u7aefonednn\u5229\u7528amx\u6765\u8ba1\u7b97bfloat16\u548cint8\u91cf\u5316\u7684\u8ba1\u7b97\u5bc6\u96c6\u578b\u7b97\u5b50": 208, "\u4ece\u800c\u5728\u652f\u6301amx\u7684x86": 208, "cpu\u4e0a\u83b7\u5f97\u66f4\u9ad8\u7684\u6027\u80fd": 208, "\u6709\u5173onednn\u7684\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f": 208, "\u64cd\u4f5c\u5b8c\u5168\u7531onednn\u6839\u636e\u751f\u6210\u7684\u6267\u884c\u4ee3\u7801\u8def\u5f84\u5904\u7406": 208, "\u5f53\u652f\u6301\u7684\u64cd\u4f5c\u5728\u652f\u6301amx\u7684\u786c\u4ef6\u5e73\u53f0\u4e0a\u6267\u884c\u5230onednn\u5b9e\u73b0\u65f6": 208, "amx\u6307\u4ee4\u5c06\u5728onednn\u5185\u90e8\u81ea\u52a8\u8c03\u7528": 208, "\u7531\u4e8eonednn\u662fpytorch": 208, "cpu\u7684\u9ed8\u8ba4\u52a0\u901f\u5e93": 208, "\u56e0\u6b64\u65e0\u9700\u624b\u52a8\u64cd\u4f5c\u5373\u53ef\u542f\u7528amx\u652f\u6301": 208, "\u672c\u8282\u63d0\u4f9b\u4e86\u5982\u4f55\u5229\u7528amx\u52a0\u901f\u5404\u79cd\u5de5\u4f5c\u8d1f\u8f7d\u7684\u6307\u5357": 208, "bfloat16\u6570\u636e\u7c7b\u578b": 208, "\u5c06\u5229\u7528amx\u52a0\u901f\u652f\u6301\u7684\u7b97\u5b50": 208, "\u5185\u5b58\u683c\u5f0f\u53ef\u83b7\u5f97\u66f4\u597d\u7684\u6027\u80fd": 208, "\u91cf\u5316": [208, 222, 235], "\u5e94\u7528\u91cf\u5316\u5c06\u5229\u7528amx\u52a0\u901f\u652f\u6301\u7684\u7b97\u5b50": 208, "\u5f53\u751f\u6210\u7684\u56fe\u6a21\u578b\u8fd0\u884c\u5230onednn\u5b9e\u73b0\u7684\u652f\u6301\u7b97\u5b50\u65f6": 208, "amx\u52a0\u901f\u5c06\u88ab\u6fc0\u6d3b": 208, "\u5728\u652f\u6301amx\u7684cpu\u4e0a\u4f7f\u7528pytorch\u65f6": 208, "\u6846\u67b6\u5c06\u9ed8\u8ba4\u81ea\u52a8\u542f\u7528amx\u4f7f\u7528": 208, "\u8fd9\u610f\u5473\u7740pytorch\u5c06\u5c3d\u53ef\u80fd\u5229\u7528amx\u529f\u80fd\u6765\u52a0\u901f\u77e9\u9635\u4e58\u6cd5\u64cd\u4f5c": 208, "\u91cd\u8981\u7684\u662f\u8981\u6ce8\u610f": 208, "\u662f\u5426\u8c03\u5ea6\u5230amx\u5185\u6838\u6700\u7ec8\u53d6\u51b3\u4e8epytorch\u6240\u4f9d\u8d56\u7684onednn\u5e93\u548c\u91cf\u5316\u540e\u7aef\u7684\u5185\u90e8\u4f18\u5316\u7b56\u7565": 208, "pytorch\u548conednn\u5e93\u5185\u90e8\u5982\u4f55\u5904\u7406amx\u5229\u7528\u7684\u5177\u4f53\u7ec6\u8282\u53ef\u80fd\u4f1a\u968f\u7740\u6846\u67b6\u7684\u66f4\u65b0\u548c\u6539\u8fdb\u800c\u53d1\u751f\u53d8\u5316": 208, "\u53ef\u5229\u7528amx\u7684bf16": 208, "cpu\u7b97\u5b50": 208, "conv3d": [208, 248], "conv_transpose1d": 208, "conv_transpose3d": 208, "baddbmm": 208, "addbmm": 208, "\u53ef\u5229\u7528amx\u7684\u91cf\u5316cpu\u7b97\u5b50": 208, "\u8bbe\u7f6e\u73af\u5883\u53d8\u91cf": 208, "onednn_verbos": 208, "\u6216\u4f7f\u7528": 208, "mkldnn": [208, 220], "\u4ee5\u542f\u7528onednn\u8f6c\u50a8\u8be6\u7ec6\u6d88\u606f": 208, "verbose_on": 208, "\u83b7\u53d6onednn\u8be6\u7ec6\u8f93\u51fa": 208, "6dbeffbae1f23cbbeae17adb7b5b13f1f37c080": 208, "nthr": 208, "isa": [208, 248], "prim_templ": 208, "prop_kind": 208, "memory_descriptor": 208, "auxiliari": 208, "problem_desc": 208, "exec_tim": 208, "exec": 208, "undef": 208, "src_f32": 208, "f0": 208, "dst_f32": 208, "scratchpad": 208, "2561": 208, "avx512_core_amx_bf16": 208, "forward_train": 208, "src_bf16": 208, "acdb": 208, "wei_bf16": 208, "abcd16b16a2b": 208, "bia_f32": 208, "dst_bf16": 208, "alg": 208, "convolution_direct": 208, "mb7_ic2oc1_ih224oh111kh3sh2dh1ph1_iw224ow111kw3sw2dw1pw1": 208, "628906": 208, "brg": 208, "avx512_core_amx_int8": 208, "src_s8": 208, "wei_s8": 208, "ba16a64b4a": 208, "dst_s8": 208, "1x30522": 208, "30522x768": 208, "1x768": 208, "66382": 208, "\u5982\u679c\u4f60\u83b7\u5f97\u4e86": 208, "\u7684\u8be6\u7ec6\u8f93\u51fa": 208, "\u7528\u4e8ebfloat16": 208, "\u7528\u4e8eint8\u91cf\u5316": 208, "\u5219\u8868\u793aamx\u5df2\u88ab\u6fc0\u6d3b": 208, "\u6211\u4eec\u7b80\u8981\u4ecb\u7ecd\u4e86amx": 208, "\u5982\u4f55\u5728pytorch\u4e2d\u5229\u7528amx\u6765\u52a0\u901f\u5de5\u4f5c\u8d1f\u8f7d": 208, "\u4ee5\u53ca\u5982\u4f55\u786e\u8ba4amx\u6b63\u5728\u88ab\u5229\u7528": 208, "\u968f\u7740pytorch\u548conednn\u7684\u6539\u8fdb\u548c\u66f4\u65b0": 208, "amx\u7684\u5229\u7528\u60c5\u51b5\u53ef\u80fd\u4f1a\u76f8\u5e94\u53d1\u751f\u53d8\u5316": 208, "\u5982\u679c\u60a8\u9047\u5230\u4efb\u4f55\u95ee\u9898\u6216\u6709\u4efb\u4f55\u7591\u95ee": 208, "\u60a8\u53ef\u4ee5\u4f7f\u7528": [208, 259], "\u8bba\u575b": 208, "_\u6216": 208, "_\u4e0e\u6211\u4eec\u8054\u7cfb": 208, "r19c": 209, "android_ndk": 209, "3859397": 209, "android_sdk": 209, "android_hom": 209, "gradle_hom": 209, "jdk": [209, 228], "java_hom": 209, "openjdk": 209, "opencv_android_sdk": 209, "registeroper": 209, "cento": 209, "yum": 209, "devel": 209, "libopencv": 209, "nativeapp": 209, "useandroidx": 209, "enablejetifi": 209, "buildscript": 209, "classpath": 209, "maven": [209, 223], "oss": [209, 223], "sonatyp": [209, 223], "extractfornativebuild": 209, "compilesdkvers": 209, "buildtoolsvers": 209, "defaultconfig": 209, "applicationid": 209, "minsdkvers": 209, "targetsdkvers": 209, "versioncod": 209, "versionnam": 209, "externalnativebuild": 209, "dandroid_stl": 209, "_share": 209, "buildtyp": 209, "minifyen": 209, "sourceset": 209, "jnilib": 209, "srcdir": 209, "extractaarfornativebuild": 209, "dolast": 209, "absolutefil": 209, "ziptre": 209, "builddir": 209, "jni": 209, "whentaskad": 209, "dependson": 209, "nexu": 209, "libpytorch_jni": 209, "libfbjni": 209, "stl": 209, "pytorch_nativeapp": 209, "build_dir": 209, "cmake_source_dir": 209, "pytorch_testapp_cpp_dir": 209, "cmake_current_list_dir": 209, "pytorch_testapp_sourc": 209, "pytorch_include_dir": 209, "pytorch_link_dir": 209, "target_compile_opt": 209, "fexcept": 209, "build_subdir": 209, "find_librari": 209, "pytorch_librari": 209, "pytorch_jni": 209, "no_cmake_find_root_path": 209, "fbjni_librari": 209, "endif": 209, "opencv_include_dir": 209, "target_include_directori": 209, "opencv_lib_dir": 209, "opencv_librari": 209, "opencv_java4": 209, "libopencv_java4": 209, "logcat": 209, "torschscript": 209, "androidmanifest": 209, "xml": 209, "xmln": 209, "apk": 209, "allowbackup": 209, "pytorchnativeapp": 209, "supportsrtl": 209, "theme": 209, "darkactionbar": 209, "appcompatact": 209, "fileoutputstream": 209, "inputstream": 209, "outputstream": 209, "assetnam": 209, "getfilesdir": 209, "getabsolutepath": 209, "getasset": 209, "savedinstancest": 209, "modelfileabsolutefilepath": 209, "nativecli": 209, "loadandforwardmodel": 209, "assertfilepath": 209, "nativep": 209, "libpytorch_nativeapp": 209, "modelpath": 209, "cassert": 209, "cmath": 209, "unistd": 209, "alogi": 209, "__android_log_print": 209, "android_log_info": 209, "__va_args__": 209, "alog": 209, "android_log_error": 209, "ostringstream": 209, "c_str": 209, "jitcallguard": 209, "no_autograd_guard": 209, "non_var_guard": 209, "graphoptimizerenabledguard": 209, "no_optimizer_guard": 209, "jnienv": 209, "jclass": 209, "jstring": 209, "jmodelpath": 209, "getstringutfchar": 209, "t_out": 209, "releasestringutfchar": 209, "jniexport": 209, "jint": 209, "jni_onload": 209, "javavm": 209, "vm": [209, 265], "getenv": [209, 232], "jni_version_1_6": 209, "jni_ok": 209, "jni_err": 209, "findclass": 209, "jninativemethod": 209, "ljava": 209, "rc": 209, "registern": 209, "intermix": 209, "assembledebug": 209, "installdebug": 209, "icon": [209, 262, 264], "adb": [209, 219, 224], "grep": 209, "26968": 209, "9484": 209, "1757": 209, "5832": 209, "9144": 209, "8867": 209, "0933": 209, "4004": 209, "3389": 209, "5200": [209, 232], "7625": 209, "5724": 209, "2073": 209, "4613": 209, "2730": 209, "6789": 209, "2247": 209, "2790": 209, "0067": 209, "9266": 209, "6034": 209, "1941": 209, "7021": 209, "5368": 209, "3803": 209, "0188": 209, "2021": [209, 222], "7412": 209, "2257": 209, "5044": 209, "6592": 209, "0826": 209, "0084": 209, "8733": 209, "5435": 209, "1087": 209, "1066": 209, "9926": 209, "1047": 209, "5311": 209, "9178": 209, "5451": 209, "0473": 209, "7571": 209, "3909": 209, "4039": 209, "5085": 209, "2776": 209, "4080": 209, "9203": 209, "3655": 209, "4395": 209, "4467": 209, "9837": 209, "3335": 209, "0445": 209, "8039": 209, "2512": 209, "3122": 209, "6543": 209, "5819": 209, "5680": 209, "6442": 209, "3090": 209, "6197": 209, "0773": 209, "5967": 209, "1105": 209, "0274": 209, "0330": 209, "0124": 209, "8644": 209, "0493": 209, "7633": 209, "9657": 209, "3469": 209, "3159": 209, "0683": 209, "4529": 209, "4559": 209, "7038": 209, "8396": 209, "9716": 209, "5279": 209, "1780": 209, "3849": 209, "4368": 209, "1480": 209, "jacob": 210, "szwejbka": 210, "example_dict": 210, "all_info": 210, "get_bundled_inputs_functions_and_info": 210, "func_nam": 210, "input_func_nam": 210, "get_inputs_function_nam": 210, "func_to_run": 210, "model_funct": 210, "decompress": 210, "ie": 210, "bundle_randn": 210, "deflat": 210, "create_exampl": 210, "deflated_input": 210, "inflatablearg": 210, "randn_lik": 210, "bundle_optional_dict_of_randn": 210, "fmt_fn": 210, "lazo": [211, 212, 257], "\u4f18\u5316\u5668\u662f\u8bad\u7ec3\u4efb\u4f55\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u7684\u5173\u952e\u7b97\u6cd5": 211, "\u7531\u4e8e\u5b83\u8d1f\u8d23\u66f4\u65b0\u6bcf\u4e2a\u6a21\u578b\u53c2\u6570": 211, "\u56e0\u6b64\u5bf9\u4e8e\u5927\u578b\u6a21\u578b": 211, "\u5b83\u5f80\u5f80\u4f1a\u6210\u4e3a\u8bad\u7ec3\u6027\u80fd\u7684\u74f6\u9888": 211, "\u6211\u4eec\u5c06\u5728\u4f18\u5316\u5668\u4f7f\u7528": 211, "\u63d0\u5347\u5728": 211, "\u4e0a\u7684\u6027\u80fd": 211, "\u672c\u6559\u7a0b\u9700\u8981": [211, 238, 245, 257], "\u6216\u66f4\u9ad8\u7248\u672c": [211, 227, 231, 238, 245, 253, 256, 257], "\u6211\u4eec\u5c06\u4f7f\u7528\u4e00\u4e2a\u7b80\u5355\u7684\u7ebf\u6027\u5c42\u5e8f\u5217": 211, "\u7531\u4e8e\u6211\u4eec\u53ea\u662f\u5bf9\u4f18\u5316\u5668\u8fdb\u884c\u57fa\u51c6\u6d4b\u8bd5": 211, "\u6240\u9009\u62e9\u7684\u6a21\u578b\u5e76\u4e0d\u91cd\u8981": 211, "\u56e0\u4e3a\u4f18\u5316\u5668\u7684\u6027\u80fd\u4e0e\u51fd\u6570\u53c2\u6570\u6570\u91cf\u6709\u5173": 211, "\u6839\u636e\u60a8\u4f7f\u7528\u7684\u673a\u5668\u4e0d\u540c": 211, "\u7ed3\u679c\u53ef\u80fd\u4f1a\u6709\u6240\u4e0d\u540c": 211, "\u5728\u672c\u4f8b\u4e2d": 211, "\u5e76\u521b\u5efa\u4e00\u4e2a\u8f85\u52a9\u51fd\u6570\u6765\u5c06": 211, "\u5305\u88c5\u5728": 211, "\u4ec5\u652f\u6301device_cap": 211, "\u8bbe\u5907": [211, 216, 232], "\u5982\u679c\u6211\u4eec\u5728\u4e0d\u652f\u6301": 211, "\u7684\u8bbe\u5907\u4e0a": 211, "\u5219\u5e72\u51c0\u5730\u9000\u51fa": [211, 257], "\u8ba9\u6211\u4eec\u5b9a\u4e49\u4e00\u4e2a\u6709\u7528\u7684\u57fa\u51c6\u6d4b\u8bd5\u51fd\u6570": 211, "\u9884\u70ed\u8fd0\u884c\u4ee5\u7f16\u8bd1\u51fd\u6570": 211, "eager_runtim": 211, "compiled_runtim": 211, "\u793a\u4f8b\u7ed3\u679c": 211, "2437149845064u": 211, "07384741178u": 211, "\u6709\u5173\u6df1\u5165\u7684\u6280\u672f\u6982\u8ff0": 211, "linearlr": 212, "sched": 212, "total_it": 212, "compiling_optimizer_lr_schedul": 212, "\u76f4\u63a5\u8bbe\u5907\u5230\u8bbe\u5907rpc": 213, "\u5728pytorch": [213, 248], "8\u4e2d\u4f5c\u4e3a\u539f\u578b\u529f\u80fd\u5f15\u5165": 213, "\u6b64api\u53ef\u80fd\u4f1a\u53d1\u751f\u53d8\u5316": 213, "\u60a8\u5c06\u5b66\u4e60": [213, 214, 217, 227, 258, 260], "rpc\u7684\u9ad8\u7ea7\u6982\u5ff5": 213, "\u5206\u5e03\u5f0frpc\u6846\u67b6\u5165\u95e8": 213, "rpc\u652f\u6301\u76f4\u63a5\u4ece\u672c\u5730cuda\u5185\u5b58\u5411\u8fdc\u7a0bcuda\u5185\u5b58\u53d1\u9001\u5f20\u91cf": 213, "\u57281": 213, "8\u7248\u672c\u53d1\u5e03\u4e4b\u524d": 213, "rpc\u53ea\u63a5\u53d7cpu\u5f20\u91cf": 213, "\u5f53\u5e94\u7528\u7a0b\u5e8f\u9700\u8981\u901a\u8fc7rpc\u53d1\u9001cuda\u5f20\u91cf\u65f6": 213, "\u5b83\u5fc5\u987b\u9996\u5148\u5c06\u5f20\u91cf\u79fb\u52a8\u5230\u8c03\u7528\u65b9\u7684cpu": 213, "\u901a\u8fc7rpc\u53d1\u9001": 213, "\u7136\u540e\u5728\u88ab\u8c03\u7528\u65b9\u5c06\u5176\u79fb\u52a8\u5230\u76ee\u6807\u8bbe\u5907": 213, "\u8fd9\u4f1a\u5bfc\u81f4\u4e0d\u5fc5\u8981\u7684\u540c\u6b65\u548cd2h\u548ch2d\u590d\u5236": 213, "\u4ece1": 213, "8\u7248\u672c\u5f00\u59cb": 213, "rpc\u5141\u8bb8\u7528\u6237\u4f7f\u7528": 213, "set_device_map": 213, "api\u914d\u7f6e\u6bcf\u4e2a\u8fdb\u7a0b\u7684\u5168\u5c40\u8bbe\u5907\u6620\u5c04": 213, "\u6307\u5b9a\u5982\u4f55\u5c06\u672c\u5730\u8bbe\u5907\u6620\u5c04\u5230\u8fdc\u7a0b\u8bbe\u5907": 213, "\u5177\u4f53\u6765\u8bf4": [213, 260], "worker0": 213, "\u7684\u8bbe\u5907\u6620\u5c04\u6709\u4e00\u4e2a\u6761\u76ee": 213, "\u6240\u6709\u6765\u81ea": 213, "\u4e0a\u7684rpc\u53c2\u6570": 213, "\u5c06\u76f4\u63a5\u53d1\u9001\u5230": 213, "rpc\u7684\u54cd\u5e94\u5c06\u4f7f\u7528\u8c03\u7528\u65b9\u8bbe\u5907\u6620\u5c04\u7684\u9006\u6620\u5c04": 213, "\u5373\u5982\u679c": 213, "\u8fd4\u56de": 213, "\u4e0a\u7684\u5f20\u91cf": 213, "\u5b83\u5c06\u76f4\u63a5\u53d1\u9001\u5230": 213, "\u6240\u6709\u9884\u671f\u7684\u8bbe\u5907\u5230\u8bbe\u5907\u76f4\u63a5\u901a\u4fe1\u5fc5\u987b\u5728\u6bcf\u4e2a\u8fdb\u7a0b\u7684\u8bbe\u5907\u6620\u5c04\u4e2d\u6307\u5b9a": 213, "\u53ea\u5141\u8bb8cpu\u5f20\u91cf": 213, "rpc\u4f9d\u8d56\u4e8e": 213, "tensorpip": [213, 252], "\u4f5c\u4e3a\u901a\u4fe1\u540e\u7aef": 213, "rpc\u4ece\u6bcf\u4e2a\u8bf7\u6c42\u6216\u54cd\u5e94\u4e2d\u63d0\u53d6\u6240\u6709\u5f20\u91cf\u5230\u4e00\u4e2a\u5217\u8868\u4e2d": 213, "\u5e76\u5c06\u5176\u4ed6\u6240\u6709\u5185\u5bb9\u6253\u5305\u6210\u4e8c\u8fdb\u5236\u8d1f\u8f7d": 213, "tensorpipe\u5c06\u6839\u636e\u5f20\u91cf\u8bbe\u5907\u7c7b\u578b\u548c\u8c03\u7528\u65b9\u548c\u88ab\u8c03\u7528\u65b9\u7684\u901a\u9053\u53ef\u7528\u6027": 213, "\u81ea\u52a8\u4e3a\u6bcf\u4e2a\u5f20\u91cf\u9009\u62e9\u901a\u4fe1\u901a\u9053": 213, "\u73b0\u6709\u7684": 213, "\u901a\u9053\u6db5\u76d6": 213, "infiniband": 213, "cma": 213, "\u4ee5\u4e0b\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528cuda": 213, "\u8be5\u6a21\u578b\u5305\u542b\u4e24\u4e2a\u7ebf\u6027\u5c42": 213, "\u88ab\u5206\u6210\u4e24\u4e2a\u5206\u7247": 213, "\u8fd9\u4e24\u4e2a\u5206\u7247\u5206\u522b\u653e\u7f6e\u5728": 213, "\u4f5c\u4e3a\u4e3b\u8282\u70b9\u9a71\u52a8\u524d\u5411\u548c\u540e\u5411\u4f20\u64ad": 213, "\u6211\u4eec\u6709\u610f\u8df3\u8fc7\u4e86": 213, "\u4ee5\u7a81\u51fa\u4f7f\u7528": 213, "\u65f6\u7684\u6027\u80fd\u6539\u8fdb": 213, "\u5b9e\u9a8c\u91cd\u590d\u524d\u5411\u548c\u540e\u5411\u4f20\u64ad": 213, "\u6b21": [213, 253], "\u5e76\u6d4b\u91cf\u603b\u6267\u884c\u65f6\u95f4": 213, "\u5b83\u6bd4\u8f83\u4e86\u4f7f\u7528": 213, "\u4e0e\u624b\u52a8\u6682\u5b58\u5230": 213, "\u5185\u5b58": 213, "\u7684\u60c5\u51b5": 213, "comm_mod": 213, "\u5982\u679cx\u5df2\u7ecf\u5728self": 213, "device\u4e0a": 213, "\u662f\u4e00\u4e2a\u7a7a\u64cd\u4f5c": 213, "\u4e0a\u7684\u672c\u5730\u6a21\u5757": 213, "\u4e0a\u7684\u8fdc\u7a0b\u6a21\u5757": 213, "\u51c6\u5907\u968f\u673a\u8f93\u5165": 213, "\u4e0a\u540c\u6b65": 213, "\u4ee5\u786e\u4fdd\u6240\u6709\u5f85\u5904\u7406\u7684cuda\u64cd\u4f5c\u90fd\u5305\u542b\u5728\u6d4b\u91cf\u4e2d": 213, "current_stream": 213, "rpc\u603b\u6267\u884c\u65f6\u95f4": 213, "\u963b\u585e\u76f4\u5230\u6240\u6709rpc\u5b8c\u6210": 213, "\u8f93\u51fa\u663e\u793a\u5982\u4e0b": 213, "\u8868\u660e\u5728\u8fd9\u4e2a\u5b9e\u9a8c\u4e2d": 213, "\u53ef\u4ee5\u5e2e\u52a9\u5b9e\u73b0": 213, "\u500d\u7684\u901f\u5ea6\u63d0\u5347": 213, "\u76f8\u6bd4\u4e8e": 213, "3145179748535156\u79d2": 213, "06867480278015137\u79d2": 213, "\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d": 214, "\u5982\u4f55\u5c06\u8bad\u7ec3\u597d\u7684": 214, "\u6a21\u578b\u5c01\u88c5\u5230": 214, "\u5bb9\u5668\u4e2d": 214, "\u901a\u8fc7": [214, 250], "\u66b4\u9732\u51fa\u53bb": 214, "\u5982\u4f55\u5c06\u4f20\u5165\u7684": 214, "\u8bf7\u6c42\u8f6c\u6362\u4e3a": 214, "\u4ee5\u4f9b\u60a8\u7684\u6a21\u578b\u4f7f\u7528": 214, "\u5982\u4f55\u4e3a": 214, "\u54cd\u5e94\u6253\u5305\u60a8\u6a21\u578b\u7684\u8f93\u51fa": 214, "\u60a8\u9700\u8981\u4e00\u4e2a\u5b89\u88c5\u4e86\u4ee5\u4e0b\u8f6f\u4ef6\u5305": 214, "\u53ca\u5176\u4f9d\u8d56\u9879": 214, "\u73af\u5883": [214, 227], "\u53e6\u5916": [214, 258], "\u5982\u679c\u9700\u8981\u83b7\u53d6\u4e00\u4e9b\u652f\u6301\u6587\u4ef6": 214, "\u60a8\u8fd8\u9700\u8981": 214, "\u5b89\u88c5": [214, 227, 237], "\u7684\u8bf4\u660e\u5728": 214, "org_": [214, 258], "\u4e0a\u6709\u4ecb\u7ecd": 214, "\u5b98\u7f51_": 214, "\u662f\u4e00\u4e2a\u7528": 214, "\u7f16\u5199\u7684\u8f7b\u91cf\u7ea7": 214, "\u670d\u52a1\u5668": [214, 252], "\u5b83\u4e3a\u60a8\u63d0\u4f9b\u4e86\u4e00\u79cd\u4fbf\u6377\u7684\u65b9\u5f0f": 214, "\u5feb\u901f\u5efa\u7acb\u4e00\u4e2a": 214, "\u7528\u4e8e\u60a8\u8bad\u7ec3\u597d\u7684": 214, "\u6a21\u578b\u7684\u9884\u6d4b": 214, "\u53ef\u76f4\u63a5\u4f7f\u7528": 214, "\u6216\u4f5c\u4e3a\u66f4\u5927\u7cfb\u7edf\u4e2d\u7684": 214, "\u6211\u4eec\u5c06\u521b\u5efa\u4e00\u4e2a": 214, "\u63a5\u6536\u56fe\u50cf": 214, "\u5e76\u5c06\u5176\u6620\u5c04\u5230": 214, "\u6570\u636e\u96c6\u7684": 214, "\u4e2a\u7c7b\u522b\u4e4b\u4e00": 214, "\u60a8\u9700\u8981\u4e00\u4e2a\u7528\u4e8e\u6d4b\u8bd5\u7684\u56fe\u50cf\u6587\u4ef6": 214, "\u60a8\u8fd8\u53ef\u4ee5\u83b7\u53d6\u4e00\u4e2a\u6587\u4ef6": 214, "\u5c06\u6a21\u578b\u8f93\u51fa\u7684\u7c7b\u7d22\u5f15\u6620\u5c04\u4e3a\u53ef\u8bfb\u7684\u7c7b\u540d": 214, "\u53ef\u4ee5\u901a\u8fc7\u68c0\u51fa": 214, "\u4ed3\u5e93\u5e76\u5c06\u6587\u4ef6\u590d\u5236\u5230\u60a8\u7684\u5de5\u4f5c\u6587\u4ef6\u5939\u6765\u5feb\u901f\u83b7\u53d6\u8fd9\u4e24\u4e2a\u652f\u6301\u6587\u4ef6": 214, "\u672c\u6559\u7a0b\u4e0d\u4f9d\u8d56\u4e8e": 214, "\u8fd9\u53ea\u662f\u5feb\u901f\u83b7\u53d6\u6587\u4ef6\u7684\u4e00\u79cd\u65b9\u5f0f": 214, "\u4ece\u60a8\u7684": 214, "\u63d0\u793a\u7b26\u4e0b\u53d1\u51fa\u4ee5\u4e0b\u547d\u4ee4": 214, "image_classifi": 214, "kitten": 214, "index_to_nam": 214, "\u6587\u4ef6\u5728\u4e0b\u9762\u7684": 214, "\u670d\u52a1\u4e2d\u662f\u53ef\u9009\u7684": 214, "\u60a8\u53ef\u4ee5\u4f7f\u7528\u81ea\u5df1\u7684\u56fe\u50cf\u6d4b\u8bd5\u60a8\u7684\u670d\u52a1": 214, "\u9700\u786e\u4fdd\u662f\u4e00\u4e2a": 214, "\u8272": 214, "\u56fe\u50cf": [214, 234, 258], "\u670d\u52a1\u7684\u5b8c\u6574": 214, "\u811a\u672c\u5728\u672c\u6559\u7a0b\u7684\u6700\u540e\u5c55\u793a": 214, "\u60a8\u53ef\u4ee5\u590d\u5236\u5e76\u7c98\u8d34\u5230\u60a8\u81ea\u5df1\u7684": 214, "\u6587\u4ef6\u4e2d": [214, 222], "\u4e0b\u9762\u6211\u4eec\u5c06\u67e5\u770b\u5404\u4e2a\u90e8\u5206": 214, "\u4ee5\u660e\u786e\u5b83\u4eec\u7684\u529f\u80fd": 214, "\u6309\u987a\u5e8f": 214, "\u5c06\u4f7f\u7528\u6765\u81ea": 214, "\u7684\u9884\u8bad\u7ec3": 214, "\u5305\u542b\u7528\u4e8e\u64cd\u4f5c\u56fe\u50cf\u6570\u636e\u7684\u5de5\u5177": 214, "\u662f\u6211\u4eec\u6700\u521d\u52a0\u8f7d\u56fe\u50cf\u6587\u4ef6\u65f6\u5c06\u4f7f\u7528\u7684\u5e93": 214, "\u5f53\u7136\u6211\u4eec\u8fd8\u9700\u8981\u4ece": 214, "\u5bfc\u5165\u4e00\u4e9b\u7c7b": 214, "infil": 214, "timg": 214, "\u8bf7\u6c42\u7ed9\u4e86\u6211\u4eec\u4e00\u4e2a\u56fe\u50cf\u6587\u4ef6": 214, "\u4f46\u6211\u4eec\u7684\u6a21\u578b\u671f\u671b\u4e00\u4e2a\u5f62\u72b6\u4e3a": 214, "\u662f\u8f93\u5165\u6279\u6b21\u7684\u6570\u91cf": 214, "\u6211\u4eec\u5c06\u53ea\u4f7f\u7528\u6279\u91cf\u5927\u5c0f\u4e3a": 214, "\u6211\u4eec\u9996\u5148\u8981\u505a\u7684\u662f\u7ec4\u5408\u4e00\u7ec4": 214, "\u8f6c\u6362": 214, "\u8c03\u6574\u56fe\u50cf\u5927\u5c0f\u548c\u88c1\u526a\u56fe\u50cf": 214, "\u7136\u540e\u5bf9\u5f20\u91cf\u4e2d\u7684\u503c\u8fdb\u884c\u5f52\u4e00\u5316": 214, "\u6709\u5173\u6b64\u5f52\u4e00\u5316\u7684\u66f4\u591a\u4fe1\u606f": 214, "models_": 214, "\u7684\u6587\u6863": 214, "\u6211\u4eec\u6253\u5f00\u6587\u4ef6\u5e76\u5e94\u7528\u8f6c\u6362": 214, "\u8f6c\u6362\u8fd4\u56de\u4e00\u4e2a\u5f62\u72b6\u4e3a": 214, "\u56fe\u50cf\u7684": 214, "\u4e2a\u989c\u8272\u901a\u9053": 214, "\u56e0\u4e3a\u6211\u4eec\u9700\u8981\u5c06\u8fd9\u4e2a\u5355\u4e2a\u56fe\u50cf\u53d8\u6210\u4e00\u4e2a\u6279\u6b21": 214, "\u6240\u4ee5\u6211\u4eec\u4f7f\u7528": 214, "\u8c03\u7528\u901a\u8fc7\u6dfb\u52a0\u4e00\u4e2a\u65b0\u7684\u7b2c\u4e00\u7ef4\u6765\u5c31\u5730\u4fee\u6539\u5f20\u91cf": 214, "\u5f20\u91cf\u5305\u542b\u76f8\u540c\u7684\u6570\u636e": 214, "\u4f46\u73b0\u5728\u5f62\u72b6\u4e3a": 214, "\u4e00\u822c\u6765\u8bf4": [214, 248], "\u5373\u4f7f\u60a8\u4e0d\u662f\u5728\u5904\u7406\u56fe\u50cf\u6570\u636e": 214, "\u60a8\u4e5f\u9700\u8981\u5c06\u6765\u81ea": 214, "\u8bf7\u6c42\u7684\u8f93\u5165\u8f6c\u6362\u4e3a": 214, "\u53ef\u4ee5\u4f7f\u7528\u7684\u5f20\u91cf": 214, "\u63a8\u7406\u672c\u8eab\u662f\u6700\u7b80\u5355\u7684\u90e8\u5206": 214, "\u5f53\u6211\u4eec\u5c06\u8f93\u5165\u5f20\u91cf\u4f20\u9012\u7ed9\u6a21\u578b\u65f6": 214, "\u6211\u4eec\u4f1a\u5f97\u5230\u4e00\u4e2a\u5f20\u91cf\u503c": 214, "\u4ee3\u8868\u6a21\u578b\u4f30\u8ba1\u56fe\u50cf\u5c5e\u4e8e\u7279\u5b9a\u7c7b\u522b\u7684\u53ef\u80fd\u6027": 214, "\u8c03\u7528\u627e\u5230\u5177\u6709\u6700\u5927\u53ef\u80fd\u6027\u503c\u7684\u7c7b\u522b": 214, "\u5e76\u8fd4\u56de\u8be5\u503c\u53ca\u5176": 214, "\u7c7b\u7d22\u5f15": 214, "\u8c03\u7528\u4ece\u5305\u542b\u5b83\u7684\u5f20\u91cf\u4e2d\u63d0\u53d6\u8be5\u7c7b\u7d22\u5f15": 214, "\u5e76\u8fd4\u56de\u5b83": 214, "render_predict": 214, "prediction_idx": 214, "stridx": 214, "img_class_map": 214, "\u65b9\u6cd5\u5c06\u9884\u6d4b\u7684\u7c7b\u7d22\u5f15\u6620\u5c04\u4e3a\u4eba\u7c7b\u53ef\u8bfb\u7684\u7c7b\u6807\u7b7e": 214, "\u5728\u4ece\u60a8\u7684\u6a21\u578b\u83b7\u5f97\u9884\u6d4b\u4e4b\u540e": 214, "\u901a\u5e38\u9700\u8981\u8fdb\u884c\u540e\u5904\u7406": 214, "\u4f7f\u9884\u6d4b\u53ef\u4f9b\u4eba\u7c7b\u4f7f\u7528\u6216\u4f9b\u53e6\u4e00\u4e2a\u8f6f\u4ef6\u4f7f\u7528": 214, "\u5c06\u4ee5\u4e0b\u5185\u5bb9\u7c98\u8d34\u5230\u540d\u4e3a": 214, "\u7684\u6587\u4ef6\u4e2d": 214, "\u4e2a\u7c7b\u522b\u4e0a\u8bad\u7ec3": 214, "\u5173\u95ed\u81ea\u52a8\u68af\u5ea6\u8ba1\u7b97": 214, "mapping_file_path": 214, "\u7c7b\u522b\u7684\u53ef\u8bfb\u540d\u79f0": 214, "isfil": 214, "\u5c06\u8f93\u5165\u8f6c\u6362\u4e3a\u6a21\u578b\u671f\u671b\u7684\u5f62\u5f0f": 214, "\u6211\u4eec\u4f7f\u7528\u591a\u4e2a": 214, "\u8f6c\u6362\u6765\u51c6\u5907\u56fe\u50cf": 214, "\u6a21\u578b\u8f93\u5165\u7684\u6807\u51c6\u5f52\u4e00\u5316": 214, "\u6253\u5f00\u56fe\u50cf\u6587\u4ef6": 214, "\u56fe\u50cf\u8f6c\u6362\u4e3a\u5408\u9002\u5f62\u72b6\u7684": 214, "\u6a21\u578b\u671f\u671b\u6279\u91cf\u8f93\u5165": 214, "\u521b\u5efa\u6279\u91cf\u5927\u5c0f\u4e3a": 214, "\u83b7\u53d6\u9884\u6d4b": 214, "\u83b7\u53d6\u6240\u6709": 214, "\u7c7b\u522b\u7684\u53ef\u80fd\u6027": 214, "\u63d0\u53d6\u6700\u53ef\u80fd\u7684\u7c7b\u522b": 214, "\u5f20\u91cf\u4e2d\u63d0\u53d6": 214, "\u503c": [214, 235], "\u4f7f\u9884\u6d4b\u7ed3\u679c\u53ef\u8bfb": 214, "\u63d0\u793a\u7b26\u542f\u52a8\u670d\u52a1\u5668": 214, "\u8bf7\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4": 214, "\u60a8\u7684": 214, "\u670d\u52a1\u5668\u76d1\u542c": 214, "\u7aef\u53e3": 214, "\u670d\u52a1\u5668\u8fd0\u884c\u540e": 214, "\u6253\u5f00\u53e6\u4e00\u4e2a\u7ec8\u7aef\u7a97\u53e3": 214, "\u6d4b\u8bd5\u60a8\u65b0\u7684\u63a8\u7406\u670d\u52a1\u5668": 214, "curl": [214, 264], "multipart": 214, "\u5982\u679c\u4e00\u5207\u8bbe\u7f6e\u6b63\u786e": 214, "\u60a8\u5e94\u8be5\u4f1a\u6536\u5230\u7c7b\u4f3c\u5982\u4e0b\u7684\u54cd\u5e94": 214, "285": 214, "\u63d0\u4f9b\u5b89\u88c5\u8bf4\u660e": 214, "\u4ee5\u53ca\u66f4\u591a\u6587\u6863\u548c\u6559\u7a0b": 214, "\u5b98\u7f51": 214, "\u5feb\u901f\u5165\u95e8\u6307\u5357": 214, "\u5bf9\u8bbe\u7f6e\u4e00\u4e2a\u7b80\u5355\u7684": 214, "\u670d\u52a1\u6709\u66f4\u8be6\u7ec6\u7684\u4ecb\u7ecd": 214, "iri": [215, 216], "rodrigo": 215, "kumpera": 215, "chien": 215, "chin": 215, "luca": 215, "pasqualin": 215, "\u4e0a\u67e5\u770b\u548c\u7f16\u8f91\u672c\u6559\u7a0b": [215, 216], "\u5148\u51b3\u6761\u4ef6": [215, 216], "\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u5bf9": 215, "\u6a21\u578b\u8fdb\u884c\u68c0\u67e5\u70b9\u4fdd\u5b58\u53ef\u80fd\u5177\u6709\u6311\u6218\u6027": 215, "\u56e0\u4e3a\u53c2\u6570\u548c\u68af\u5ea6\u5206\u5e03\u5728\u4e0d\u540c\u7684\u8bad\u7ec3\u5668\u4e0a": 215, "\u800c\u4e14\u6062\u590d\u8bad\u7ec3\u65f6\u53ef\u7528\u7684\u8bad\u7ec3\u5668\u6570\u91cf\u53ef\u80fd\u4f1a\u53d1\u751f\u53d8\u5316": 215, "\u53ef\u4ee5\u5e2e\u52a9\u7b80\u5316\u8fd9\u4e2a\u8fc7\u7a0b": 215, "\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u4f7f\u7528": 215, "\u5904\u7406\u4e00\u4e2a\u7b80\u5355\u7684": 215, "\u5305\u88c5\u6a21\u578b": 215, "\u5141\u8bb8\u5e76\u884c\u5730\u4ece\u591a\u4e2a": 215, "\u60a8\u53ef\u4ee5\u4f7f\u7528\u6b64\u6a21\u5757\u5728\u4efb\u610f\u6570\u91cf\u7684": 215, "\u4e0a\u5e76\u884c\u4fdd\u5b58": 215, "\u7136\u540e\u5728\u52a0\u8f7d\u65f6\u91cd\u65b0\u5206\u7247\u5230\u4e0d\u540c\u7684\u96c6\u7fa4\u62d3\u6251\u7ed3\u6784": 215, "\u4e2d\u7684\u6a21\u5757": 215, "\u63d0\u4f9b\u4e86\u5728\u5206\u5e03\u5f0f\u8bbe\u7f6e\u4e2d\u4f18\u96c5\u5904\u7406": 215, "\u751f\u6210\u548c\u52a0\u8f7d\u7684\u652f\u6301": 215, "\u8fd9\u5305\u62ec\u7ba1\u7406\u6a21\u578b\u548c\u4f18\u5316\u5668\u4e4b\u95f4\u7684\u5168\u9650\u5b9a\u540d\u79f0": 215, "\u6620\u5c04": 215, "\u4ee5\u53ca\u4e3a": 215, "\u63d0\u4f9b\u7684\u5e76\u884c\u6027\u8bbe\u7f6e\u9ed8\u8ba4\u53c2\u6570": 215, "\u5728\u51e0\u4e2a\u91cd\u8981\u65b9\u9762\u6709\u6240\u4e0d\u540c": 215, "\u5b83\u4e3a\u6bcf\u4e2a\u68c0\u67e5\u70b9\u751f\u6210\u591a\u4e2a\u6587\u4ef6": 215, "\u81f3\u5c11\u4e00\u4e2a": 215, "\u5b83\u5c31\u5730\u64cd\u4f5c": 215, "\u8fd9\u610f\u5473\u7740\u6a21\u578b\u5e94\u8be5\u9996\u5148\u5206\u914d\u5176\u6570\u636e": 215, "\u4f7f\u7528\u8be5\u5b58\u50a8\u800c\u4e0d\u662f\u521b\u5efa\u65b0\u7684\u5b58\u50a8": 215, "\u672c\u6559\u7a0b\u4e2d\u7684\u4ee3\u7801\u5728": 215, "\u670d\u52a1\u5668\u4e0a\u8fd0\u884c": 215, "\u4f46\u53ef\u4ee5\u8f7b\u677e\u5730\u63a8\u5e7f\u5230\u5176\u4ed6\u73af\u5883": 215, "\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u4e00\u4e2a\u7528": 215, "\u5305\u88c5\u7684\u73a9\u5177\u6a21\u578b\u8fdb\u884c\u6f14\u793a": 215, "\u8fd9\u4e9b": 215, "\u548c\u903b\u8f91\u53ef\u4ee5\u5e94\u7528\u4e8e\u66f4\u5927\u7684\u6a21\u578b\u8fdb\u884c\u68c0\u67e5\u70b9\u4fdd\u5b58": 215, "\u8ba9\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u73a9\u5177\u6a21\u5757": 215, "\u7528": 215, "\u5305\u88c5\u5b83": 215, "\u7528\u4e00\u4e9b\u865a\u62df\u8f93\u5165\u6570\u636e\u5bf9\u5176\u8fdb\u884c\u8bad\u7ec3": 215, "\u7136\u540e\u4fdd\u5b58\u5b83": 215, "get_state_dict": 215, "\u521d\u59cb\u5316\u8fdb\u7a0b\u7ec4": 215, "run_fsdp_checkpoint_save_exampl": 215, "\u4e0a\u8fd0\u884c\u57fa\u672c\u7684": 215, "\u68c0\u67e5\u70b9\u4fdd\u5b58\u793a\u4f8b": 215, "\u521b\u5efa\u4e00\u4e2a\u6a21\u578b\u5e76\u5c06\u5176\u79fb\u52a8\u5230": 215, "\u4e3a": [215, 245], "\u8fd9\u884c\u4ee3\u7801\u81ea\u52a8\u7ba1\u7406": 215, "\u5e76\u5c06\u9ed8\u8ba4\u72b6\u6001\u5b57\u5178\u7c7b\u578b\u8bbe\u7f6e\u4e3a": 215, "sharded_state_dict": 215, "checkpoint_id": 215, "\u4e2a\u8bbe\u5907\u4e0a\u8fd0\u884c": 215, "\u68c0\u67e5\u70b9\u793a\u4f8b": 215, "\u76ee\u5f55": [215, 237, 246], "\u60a8\u5e94\u8be5\u770b\u5230": 215, "\u4e2a\u68c0\u67e5\u70b9\u6587\u4ef6": 215, "\u4fdd\u5b58\u4e4b\u540e": 215, "\u8ba9\u6211\u4eec\u521b\u5efa\u76f8\u540c\u7684": 215, "\u5e76\u4ece\u5b58\u50a8\u4e2d\u52a0\u8f7d\u4fdd\u5b58\u7684\u72b6\u6001\u5b57\u5178\u5230\u6a21\u578b\u4e2d": 215, "\u60a8\u53ef\u4ee5\u5728\u76f8\u540c\u7684\u4e16\u754c\u5927\u5c0f\u6216\u4e0d\u540c\u7684\u4e16\u754c\u5927\u5c0f\u4e2d\u52a0\u8f7d": 215, "\u60a8\u9700\u8981\u5728\u52a0\u8f7d\u4e4b\u524d\u8c03\u7528": 215, "\u5e76\u5c06\u5176\u4f20\u9012\u7ed9": 215, "\u8fd9\u4e0e": 215, "\u6709\u6839\u672c\u7684\u4e0d\u540c": 215, "\u53ea\u9700\u8981\u52a0\u8f7d\u524d\u7684\u68c0\u67e5\u70b9\u8def\u5f84": 215, "\u6211\u4eec\u9700\u8981\u5728\u52a0\u8f7d\u4e4b\u524d\u63d0\u4f9b": 215, "\u7684\u539f\u56e0\u662f": 215, "\u4f7f\u7528\u6a21\u578b\u72b6\u6001\u5b57\u5178\u4e2d\u9884\u5206\u914d\u7684\u5b58\u50a8\u6765\u4ece\u68c0\u67e5\u70b9\u76ee\u5f55\u52a0\u8f7d": 215, "\u5728\u52a0\u8f7d\u8fc7\u7a0b\u4e2d": 215, "\u4f20\u5165\u7684\u72b6\u6001\u5b57\u5178\u5c06\u88ab\u5c31\u5730\u66f4\u65b0": 215, "\u5728\u52a0\u8f7d\u4e4b\u524d\u9700\u8981\u6a21\u578b\u7684\u5206\u7247\u4fe1\u606f\u4ee5\u652f\u6301\u91cd\u65b0\u5206\u7247": 215, "set_state_dict": 215, "run_fsdp_checkpoint_load_exampl": 215, "\u68c0\u67e5\u70b9\u52a0\u8f7d\u793a\u4f8b": 215, "\u751f\u6210\u6211\u4eec\u5c06\u52a0\u8f7d\u5230\u7684\u72b6\u6001\u5b57\u5178": 215, "\u5728\u52a0\u8f7d\u5b8c\u6210\u540e": 215, "\u5c06\u6211\u4eec\u7684\u72b6\u6001\u5b57\u5178\u8bbe\u7f6e\u5230\u6a21\u578b\u548c\u4f18\u5316\u5668\u4e0a": 215, "optim_state_dict": 215, "\u5982\u679c\u60a8\u60f3\u5728\u975e\u5206\u5e03\u5f0f\u8bbe\u7f6e\u4e2d\u5c06\u4fdd\u5b58\u7684\u68c0\u67e5\u70b9\u52a0\u8f7d\u5230\u975e": 215, "\u5305\u88c5\u7684\u6a21\u578b\u4e2d": 215, "\u53ef\u80fd\u662f\u4e3a\u4e86\u63a8\u7406": 215, "\u60a8\u4e5f\u53ef\u4ee5\u4f7f\u7528": 215, "\u6765\u5b9e\u73b0": 215, "\u4ee5\u5355\u7a0b\u5e8f\u591a\u6570\u636e": 215, "\u98ce\u683c\u4fdd\u5b58\u548c\u52a0\u8f7d\u5206\u5e03\u5f0f": 215, "\u5982\u679c\u6ca1\u6709\u521d\u59cb\u5316\u8fdb\u7a0b\u7ec4": 215, "\u4f1a\u63a8\u65ad\u610f\u56fe\u662f\u4ee5": 215, "\u975e\u5206\u5e03\u5f0f": 215, "\u65b9\u5f0f\u4fdd\u5b58\u6216\u52a0\u8f7d": 215, "\u8fd9\u610f\u5473\u7740\u5b8c\u5168\u5728\u5f53\u524d\u8fdb\u7a0b\u4e2d\u8fdb\u884c": 215, "\u591a\u7a0b\u5e8f\u591a\u6570\u636e\u7684\u5206\u5e03\u5f0f\u68c0\u67e5\u70b9\u652f\u6301\u4ecd\u5728\u5f00\u53d1\u4e2d": 215, "run_checkpoint_load_exampl": 215, "\u521b\u5efa\u975e": 215, "\u5305\u88c5\u7684\u73a9\u5177\u6a21\u578b": 215, "\u7531\u4e8e\u6ca1\u6709\u521d\u59cb\u5316\u8fdb\u7a0b\u7ec4": 215, "\u5c06\u7981\u7528\u4efb\u4f55\u96c6\u4f53\u64cd\u4f5c": 215, "\u8fd0\u884c\u57fa\u672c\u7684": 215, "\u603b\u4e4b": [215, 216, 247], "\u4ee5\u53ca\u5b83\u4eec\u4e0e": 215, "\u7684\u4e0d\u540c\u4e4b\u5904": 215, "\u6211\u4eec\u8fd8\u5b66\u4e60\u4e86\u5982\u4f55\u4f7f\u7528": 215, "\u5728\u72b6\u6001\u5b57\u5178\u751f\u6210\u548c\u52a0\u8f7d\u671f\u95f4\u81ea\u52a8\u7ba1\u7406\u5e76\u884c\u6027\u7279\u5b9a\u7684": 215, "\u548c\u9ed8\u8ba4\u503c": 215, "\u66f4\u591a\u4fe1\u606f": [215, 237, 258], "\u8bf7\u53c2\u9605\u4ee5\u4e0b\u5185\u5bb9": [215, 216], "\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b\u6559\u7a0b": 215, "\u5165\u95e8\u6559\u7a0b": [215, 258], "\u5206\u5e03\u5f0f\u901a\u4fe1\u5305": 216, "\u4e3a\u5206\u5e03\u5f0f\u8bad\u7ec3\u8bbe\u7f6e\u5206\u5e03\u5f0f\u901a\u4fe1\u5668": 216, "\u96c6\u4f53\u901a\u4fe1\u5e93": [216, 248], "\u901a\u4fe1\u5668": 216, "\u53ef\u80fd\u662f\u4e00\u4e2a\u91cd\u5927\u6311\u6218": 216, "\u5bf9\u4e8e\u9700\u8981\u7ec4\u5408\u4e0d\u540c\u5e76\u884c\u6027\u7684\u5de5\u4f5c\u8d1f\u8f7d": 216, "\u7528\u6237\u9700\u8981\u4e3a\u6bcf\u4e2a\u5e76\u884c\u6027\u89e3\u51b3\u65b9\u6848\u624b\u52a8\u8bbe\u7f6e\u548c\u7ba1\u7406": 216, "\u8fd9\u4e2a\u8fc7\u7a0b\u53ef\u80fd\u5f88\u590d\u6742\u4e14\u5bb9\u6613\u51fa\u9519": 216, "\u53ef\u4ee5\u7b80\u5316\u8fd9\u4e2a\u8fc7\u7a0b": 216, "\u4f7f\u5176\u66f4\u6613\u4e8e\u7ba1\u7406\u548c\u51cf\u5c11\u9519\u8bef": 216, "\u662f\u4e00\u4e2a\u7ba1\u7406": 216, "\u7684\u9ad8\u7ea7\u62bd\u8c61": 216, "\u5b83\u5141\u8bb8\u7528\u6237\u8f7b\u677e\u521b\u5efa\u8282\u70b9\u95f4\u548c\u8282\u70b9\u5185\u8fdb\u7a0b\u7ec4": 216, "\u800c\u65e0\u9700\u62c5\u5fc3\u5982\u4f55\u4e3a\u4e0d\u540c\u7684\u5b50\u8fdb\u7a0b\u7ec4\u6b63\u786e\u8bbe\u7f6e\u7b49\u7ea7": 216, "\u7528\u6237\u8fd8\u53ef\u4ee5\u901a\u8fc7": 216, "\u8f7b\u677e\u7ba1\u7406\u591a\u7ef4\u5e76\u884c\u6027\u7684\u5e95\u5c42\u8fdb\u7a0b\u7ec4": 216, "\u5f53\u5904\u7406\u591a\u7ef4\u5e76\u884c\u6027": 216, "\u5e76\u884c": 216, "\u975e\u5e38\u6709\u7528": 216, "\u56e0\u4e3a\u8fd9\u79cd\u60c5\u51b5\u9700\u8981\u5e76\u884c\u6027\u7ec4\u5408": 216, "\u5f53\u60a8\u7684\u5e76\u884c\u6027\u89e3\u51b3\u65b9\u6848\u9700\u8981\u8de8\u4e3b\u673a\u548c\u6bcf\u4e2a\u4e3b\u673a\u5185\u90e8\u8fdb\u884c\u901a\u4fe1\u65f6": 216, "\u4e0a\u56fe\u663e\u793a": 216, "\u7f51\u683c": 216, "\u8fde\u63a5\u6bcf\u4e2a\u4e3b\u673a\u5185\u7684\u8bbe\u5907": 216, "\u5e76\u5728\u540c\u6784\u8bbe\u7f6e\u4e2d\u5c06\u6bcf\u4e2a\u8bbe\u5907\u4e0e\u5176\u4ed6\u4e3b\u673a\u4e0a\u7684\u5bf9\u5e94\u8bbe\u5907\u8fde\u63a5\u8d77\u6765": 216, "\u5982\u679c\u6ca1\u6709": 216, "\u7528\u6237\u5728\u5e94\u7528\u4efb\u4f55\u5e76\u884c\u6027\u4e4b\u524d\u9700\u8981\u624b\u52a8\u8bbe\u7f6e\u6bcf\u4e2a\u8fdb\u7a0b\u4e0a\u7684": 216, "\u901a\u4fe1\u5668\u548c": 216, "\u8fd9\u53ef\u80fd\u76f8\u5f53\u590d\u6742": 216, "\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u8bf4\u660e\u4e86\u5982\u4f55\u5728\u6ca1\u6709": 216, "\u7684\u60c5\u51b5\u4e0b\u8bbe\u7f6e\u6df7\u5408\u5206\u7247": 216, "\u5e76\u884c\u6a21\u5f0f": 216, "\u6211\u4eec\u9700\u8981\u624b\u52a8\u8ba1\u7b97\u5206\u7247\u7ec4\u548c\u590d\u5236\u7ec4": 216, "\u6211\u4eec\u9700\u8981\u4e3a\u6bcf\u4e2a\u7b49\u7ea7\u5206\u914d\u6b63\u786e\u7684\u5206\u7247\u548c\u590d\u5236\u7ec4": 216, "\u4e86\u89e3\u4e16\u754c\u62d3\u6251": 216, "\u4e0a\u8fd0\u884c\u793a\u4f8b": 216, "\u4e16\u754c\u5927\u5c0f\u4e3a": 216, "\u521b\u5efa\u8fdb\u7a0b\u7ec4\u4ee5\u7ba1\u7406": 216, "\u7c7b\u4f3c\u7684\u5e76\u884c\u6a21\u5f0f": 216, "\u521b\u5efa\u5206\u7247\u7ec4": 216, "\u5e76\u4e3a\u6bcf\u4e2a\u7b49\u7ea7\u5206\u914d\u6b63\u786e\u7684\u5206\u7247\u7ec4": 216, "num_node_devic": 216, "shard_rank_list": 216, "shard_group": 216, "current_shard_group": 216, "\u521b\u5efa\u590d\u5236\u7ec4": 216, "\u5e76\u4e3a\u6bcf\u4e2a\u7b49\u7ea7\u5206\u914d\u6b63\u786e\u7684\u590d\u5236\u7ec4": 216, "current_replicate_group": 216, "shard_factor": 216, "replicate_group_rank": 216, "replicate_group": 216, "\u8981\u8fd0\u884c\u4e0a\u9762\u7684\u4ee3\u7801\u7247\u6bb5": 216, "\u6211\u4eec\u53ef\u4ee5\u5229\u7528": 216, "\u8ba9\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a": 216, "2d_setup": 216, "\u7684\u6587\u4ef6": 216, "\u8fd0\u884c\u4ee5\u4e0b": [216, 258], "\u547d\u4ee4": 216, "\u4e3a\u4e86\u7b80\u5316\u6f14\u793a": 216, "\u6211\u4eec\u4ec5\u4f7f\u7528\u4e00\u4e2a\u8282\u70b9\u6a21\u62df": 216, "\u6b64\u4ee3\u7801\u7247\u6bb5\u4e5f\u53ef\u7528\u4e8e\u591a\u4e3b\u673a\u8bbe\u7f6e": 216, "\u501f\u52a9": 216, "\u6211\u4eec\u53ef\u4ee5\u4ec5\u7528\u4e24\u884c\u4ee3\u7801\u5b8c\u6210\u4e0a\u8ff0": 216, "\u5e76\u4e14\u5982\u679c\u9700\u8981": 216, "\u6211\u4eec\u4ecd\u7136\u53ef\u4ee5\u8bbf\u95ee\u5e95\u5c42\u7684": 216, "mesh_dim_nam": 216, "\u7528\u6237\u53ef\u4ee5\u901a\u8fc7": [216, 222], "get_group": 216, "\u8bbf\u95ee\u5e95\u5c42\u8fdb\u7a0b\u7ec4": 216, "mesh_dim": 216, "2d_setup_with_device_mesh": 216, "\u6df7\u5408\u5206\u7247\u6570\u636e\u5e76\u884c": 216, "\u662f\u4e00\u79cd": 216, "\u7b56\u7565": 216, "\u5728\u4e3b\u673a\u5185\u6267\u884c": 216, "\u5728\u4e3b\u673a\u95f4\u6267\u884c": 216, "\u8ba9\u6211\u4eec\u770b\u4e00\u4e2a\u793a\u4f8b": 216, "\u8bf4\u660e": 216, "\u5982\u4f55\u5e2e\u52a9\u5c06": 216, "\u5e94\u7528\u5230\u60a8\u7684\u6a21\u578b": 216, "\u4f7f\u7528\u7b80\u5355\u7684\u8bbe\u7f6e": 216, "\u7528\u6237\u65e0\u9700\u624b\u52a8\u521b\u5efa\u548c\u7ba1\u7406\u5206\u7247\u7ec4\u548c\u590d\u5236\u7ec4": 216, "meshshap": 216, "hybrid_shard": 216, "\u6211\u4eec\u5df2\u7ecf\u4e86\u89e3\u4e86": 216, "\u4ee5\u53ca\u5982\u4f55": 216, "\u4f7f\u7528\u5b83\u4eec\u6765\u63cf\u8ff0\u96c6\u7fa4\u4e2d\u8bbe\u5907\u7684\u5e03\u5c40": 216, "\u6b32\u4e86\u89e3\u66f4\u591a\u4fe1\u606f": 216, "\u5c06\u5f20\u91cf": 216, "\u5e8f\u5217\u5e76\u884c\u4e0e": 216, "\u7ed3\u5408\u7684": 216, "\u7684\u53ef\u7ec4\u5408": 216, "\u5206\u5e03\u5f0f": [216, 217], "\u7684\u5206\u5e03\u5f0f\u4f18\u5316\u5668\u5728": 217, "\u4e2d\u4f5c\u4e3a": 217, "\u529f\u80fd\u5f15\u5165": 217, "\u6b64": 217, "\u53ef\u80fd\u4f1a\u53d1\u751f\u53d8\u5316": 217, "\u7684\u5206\u5e03\u5f0f\u4f18\u5316\u5668\u7684\u9ad8\u7ea7\u6982\u5ff5\u53ca\u5176\u5e26\u6765\u7684\u529f\u80fd": 217, "\u6846\u67b6\u5165\u95e8": 217, "\u63a5\u53d7\u4e00\u4e2a\u8fdc\u7a0b\u53c2\u6570\u5217\u8868": 217, "\u5e76\u5728\u53c2\u6570\u6240\u5728\u7684\u5de5\u4f5c\u8282\u70b9\u4e0a\u672c\u5730\u8fd0\u884c\u4f18\u5316\u5668": 217, "\u5b83\u901a\u5e38\u4e0e\u5206\u5e03\u5f0f": 217, "\u4e00\u8d77\u4f7f\u7528": [217, 255], "\u7528\u4e8e\u6a21\u578b\u5e76\u884c\u8bad\u7ec3": 217, "\u5b83\u53ef\u4ee5\u4f7f\u7528\u4efb\u4f55\u672c\u5730\u4f18\u5316\u5668\u7b97\u6cd5": 217, "\u65e0\u8bba\u662f": 217, "\u4e2d\u9884\u5b9a\u4e49\u7684\u7b97\u6cd5\u8fd8\u662f\u81ea\u5b9a\u4e49\u7684\u7b97\u6cd5": 217, "\u5728\u6bcf\u4e2a\u5de5\u4f5c\u8282\u70b9\u4e0a\u5e94\u7528\u68af\u5ea6": 217, "\u5206\u5e03\u5f0f\u4f18\u5316\u5668\u5728\u5206\u5e03\u5f0f\u6a21\u578b\u5e76\u884c\u8bad\u7ec3\u4e2d\u88ab\u5e7f\u6cdb\u4f7f\u7528": 217, "\u5728\u4e00\u4e9b\u5e38\u89c1\u7528\u4f8b\u4e2d": 217, "\u7531\u4e8e\u6027\u80fd\u8003\u8651\u548c\u8d44\u6e90\u5229\u7528": 217, "\u8bad\u7ec3\u9700\u8981\u4ee5\u591a\u7ebf\u7a0b\u65b9\u5f0f\u8fdb\u884c": 217, "\u800c\u4e0d\u662f\u591a\u8fdb\u7a0b\u65b9\u5f0f": 217, "\u6216\u81f3\u5c11\u90e8\u5206\u591a\u7ebf\u7a0b": 217, "\u4f8b\u5982\u53c2\u6570\u670d\u52a1\u5668\u6258\u7ba1\u90e8\u5206\u6a21\u578b\u548c\u53c2\u6570": 217, "\u65b0\u7ebf\u7a0b\u6839\u636e\u8bf7\u6c42\u66f4\u65b0\u53c2\u6570": 217, "\u672c\u8eab\u7531\u4e8e": 217, "\u7684\u5168\u5c40\u89e3\u91ca\u5668\u9501": 217, "\u800c\u4e0d\u652f\u6301\u539f\u751f\u591a\u7ebf\u7a0b\u8bad\u7ec3": 217, "\u4f46\u5b83\u53ef\u4ee5\u5229\u7528": 217, "\u6765\u6446\u8131": 217, "\u5e76\u4ee5\u591a\u7ebf\u7a0b\u65b9\u5f0f\u8fd0\u884c\u6a21\u578b": 217, "\u5bf9\u4e8e\u5173\u952e\u7684\u6a21\u578b\u8bad\u7ec3\u5de5\u4f5c\u8d1f\u8f7d": 217, "\u63d0\u9ad8\u8bad\u7ec3\u6027\u80fd\u662f\u4e00\u4e2a\u91cd\u8981\u8bdd\u9898": 217, "\u7814\u7a76\u4eba\u5458\u7ecf\u5e38\u5e0c\u671b\u901a\u8fc7\u56fe\u8868\u793a\u5b9e\u73b0\u4e0d\u540c\u7684\u4f18\u5316\u7b56\u7565": 217, "\u4f8b\u5982\u901a\u8fc7\u7b97\u5b50\u878d\u5408": 217, "\u6216\u5b9e\u73b0\u81ea\u5b9a\u4e49\u7b97\u5b50\u5185\u6838\u4ee5\u52a0\u901f\u8bad\u7ec3": 217, "\u7684\u5206\u5e03\u5f0f\u4f18\u5316\u5668\u53ef\u4ee5\u5e2e\u52a9\u6446\u8131": 217, "\u4ece\u800c\u63d0\u9ad8": 217, "\u5728\u591a\u7ebf\u7a0b\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6027\u80fd": 217, "\u5b83\u8fd8\u89e3\u9501\u4e86\u4f7f\u7528": 217, "\u63d0\u4f9b\u7684\u9ad8\u7ea7\u7f16\u8bd1\u5668\u6280\u672f": 217, "\u878d\u5408": 217, "\u6765\u8fdb\u4e00\u6b65\u63d0\u5347\u6027\u80fd\u7684\u6f5c\u529b": 217, "\u4ee5\u4e0b\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u57fa\u4e8e\u73b0\u6709\u7684\u672c\u5730\u4f18\u5316\u5668\u5b9e\u73b0\u7f16\u5199\u81ea\u5b9a\u4e49\u5206\u5e03\u5f0f\u4f18\u5316\u5668": 217, "\u4ece\u800c\u89e3\u9501": 217, "\u7684\u4f18\u52bf": 217, "\u79fb\u9664\u548c\u6027\u80fd\u6539\u8fdb\u673a\u4f1a": 217, "\u5047\u8bbe\u60a8\u5df2\u7ecf\u6709\u4e00\u4e2a\u5728\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7684\u672c\u5730\u4f18\u5316\u5668": 217, "\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d": [217, 257], "\u51c6\u8d85\u66f2\u9762\u52a8\u91cf": 217, "qhm": 217, "qhoptim": 217, "e81dea3f2765780cf4fbb90b87b22ba7604b8625": 217, "pyt": 217, "l12": 217, "\u6765\u5c55\u793a\u5982\u4f55\u542f\u7528": 217, "\u8fd9\u4e5f\u9002\u7528\u4e8e\u4efb\u4f55\u7ee7\u627f\u81ea": 217, "\u7684\u81ea\u5b9a\u4e49\u4f18\u5316\u5668": 217, "\u6211\u4eec\u9700\u8981\u5c06\u8ba1\u7b97\u548c\u72b6\u6001\u7ba1\u7406\u4ece\u4f18\u5316\u5668\u5b9e\u73b0\u4e2d\u5206\u79bb\u51fa\u6765": 217, "\u8fd9\u6837\u6211\u4eec\u5c31\u53ef\u4ee5\u63d0\u53d6\u8ba1\u7b97\u90e8\u5206\u5e76\u5c06\u5176\u53d8\u6210\u4e00\u4e2a\u72ec\u7acb\u51fd\u6570": 217, "\u8fd9\u5bf9": 217, "\u53cb\u597d": 217, "\u8fd9\u6709\u4e24\u4e2a\u597d\u5904": 217, "\u8ba1\u7b97\u903b\u8f91\u53d8\u5f97\u66f4\u5bb9\u6613\u68c0\u67e5": 217, "\u6211\u4eec\u53ef\u4ee5\u5feb\u901f\u5c06\u53c2\u6570\u66f4\u65b0": 217, "\u8ba1\u7b97\u90e8\u5206\u8f6c\u6362\u4e3a": 217, "\u5e76\u5229\u7528": 217, "\u8fdb\u884c\u8fdb\u4e00\u6b65\u4f18\u5316": 217, "\u7b97\u5b50\u878d\u5408\u7b49": 217, "\u5206\u5e03\u5f0f\u4f18\u5316\u5668\u5e95\u5c42\u4f7f\u7528\u4e0d\u540c\u7684\u673a\u5236\u6765\u83b7\u53d6\u68af\u5ea6\u548c\u66f4\u65b0\u53c2\u6570": 217, "\u6211\u4eec\u5355\u72ec\u5b58\u50a8\u68af\u5ea6": 217, "\u800c\u4e0d\u662f\u5728\u53cd\u5411\u4f20\u64ad\u671f\u95f4\u76f4\u63a5\u586b\u5145": 217, "\u5b57\u6bb5": 217, "\u5206\u79bb\u8ba1\u7b97\u5141\u8bb8\u5206\u5e03\u5f0f\u4f18\u5316\u5668\u5728\u591a\u7ebf\u7a0b\u6a21\u5f0f\u4e0b\u8fdb\u884c\u4f18\u5316\u5668\u66f4\u65b0": 217, "\u56e0\u4e3a\u5b83\u6d88\u9664\u4e86\u5bf9": 217, "\u7684\u53ef\u80fd\u7ade\u4e89\u6761\u4ef6": 217, "qhm_updat": 217, "dp_list": 217, "momentum_buffer_list": 217, "nu": [217, 264], "weight_decay_typ": 217, "d_p": 217, "momentum_buff": 217, "\u6211\u4eec\u5c06\u5b9a\u4e49\u4e00\u4e2a\u652f\u6301": 217, "\u7684\u5206\u5e03\u5f0f\u51fd\u6570\u5f0f\u4f18\u5316\u5668\u6765\u7ba1\u7406\u4f18\u5316\u5668\u72b6\u6001": 217, "\u5e76\u8c03\u7528\u6211\u4eec\u4e0a\u9762\u5b9a\u4e49\u7684\u517c\u5bb9": 217, "\u7684\u66f4\u65b0\u51fd\u6570": 217, "\u4e0e\u666e\u901a\u81ea\u5b9a\u4e49\u4f18\u5316\u5668\u76f8\u6bd4": 217, "\u6709\u51e0\u4e2a\u7ea6\u5b9a\u4e0d\u540c": 217, "\u6211\u4eec\u4e0d\u7ee7\u627f": 217, "\u4e0d\u652f\u6301\u591a\u6001": 217, "\u63a5\u53d7\u68af\u5ea6\u5217\u8868\u800c\u4e0d\u662f\u635f\u5931\u95ed\u5305": 217, "\u5c06\u5176\u5b9a\u4e49\u4e3a": 217, "functionalqhm": 217, "\u6211\u4eec\u8fd9\u91cc\u53ea\u6709\u4e00\u4e2a\u53c2\u6570\u7ec4": 217, "\u4e0d\u5141\u8bb8\u7528\u6237\u6dfb\u52a0\u989d\u5916\u7684\u53c2\u6570\u7ec4": 217, "\u56e0\u4e3a\u8fd9\u4e0d\u662f\u5e38\u89c1\u7528\u4f8b": 217, "params_with_grad": 217, "\u4f20\u5165\u7684\u68af\u5ea6\u6570\u91cf\u4e0e\u53c2\u6570\u6570\u91cf\u4e0d\u76f8\u7b49": 217, "\u53c2\u6570\u957f\u5ea6": 217, "\u68af\u5ea6\u957f\u5ea6": 217, "preserve_format": 217, "\u8c03\u7528\u6211\u4eec\u521a\u521a\u5b9a\u4e49\u7684\u66f4\u65b0\u51fd\u6570": 217, "\u6211\u4eec\u5c06\u65b0\u5b9a\u4e49\u7684\u5206\u5e03\u5f0f\u51fd\u6570\u5f0f\u4f18\u5316\u5668\u6ce8\u518c\u5230": 217, "functional_optim_map": 217, "\u8fd9\u6837": [217, 241], "\u5c31\u4f1a\u5c1d\u8bd5\u4f7f\u7528\u6211\u4eec\u7684\u81ea\u5b9a\u4e49\u5b9e\u73b0": 217, "\u800c\u4e0d\u662f\u9884\u5b9a\u4e49\u7684\u9ed8\u8ba4\u5b9e\u73b0": 217, "\u60a8\u53ef\u4ee5\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d\u6b63\u5e38\u4f7f\u7528": 217, "\u53ea\u9700\u5c06\u5176\u4f20\u9012\u7ed9": 217, "remote_params_list": 217, "dist_optim": 217, "\u5c06\u81ea\u52a8\u5728\u5e95\u5c42\u5c06": 217, "\u4f18\u5316\u5668\u8f6c\u6362\u4e3a": 217, "\u5e76\u542f\u7528": 217, "\u8fd9\u5c06\u89e3\u9501\u591a\u7ebf\u7a0b\u8bad\u7ec3\u5e26\u6765\u7684\u6027\u80fd\u63d0\u5347": 217, "\u5e76\u4e3a\u8fdb\u4e00\u6b65\u6539\u8fdb\u63d0\u4f9b\u66f4\u591a\u6f5c\u529b": 217, "\u878d\u5408\u7b49": 217, "\u5927\u591a\u6570": 217, "\u5185\u7f6e\u4f18\u5316\u5668\u5df2\u7ecf\u4f7f\u7528\u8fd9\u79cd\u65b9\u6cd5\u6765\u52a0\u901f\u5206\u5e03\u5f0f\u8bad\u7ec3": 217, "\u5982\u679c\u60a8\u770b\u5230\u6709\u5173\u67d0\u4e9b\u4f18\u5316\u5668\u5c1a\u672a\u8f6c\u6362\u7684\u8b66\u544a": 217, "\u60a8\u53ef\u4ee5\u6309\u7167\u672c\u6559\u7a0b\u7f16\u5199\u81ea\u5df1\u7684\u8f6c\u6362": 217, "annotatedconvbnrelumodel": [219, 224], "prepare_sav": 219, "torchscript_model": [219, 224, 225, 226, 254], "torchscript_model_optim": [219, 224, 225, 226], "model_fus": 219, "bnrelu2d": 219, "build_pytorch_mobil": [219, 223, 224], "dbuild_binari": [219, 224], "input_typ": [219, 224], "6189": 219, "575": 219, "6216": 219, "sunita": 220, "nadamp": 220, "graviton": [220, 252], "\u662f\u4e00\u7cfb\u5217\u7531aws\u8bbe\u8ba1\u7684\u57fa\u4e8earm\u7684\u5904\u7406\u5668": 220, "graviton3\u5904\u7406\u5668\u9488\u5bf9\u673a\u5668\u5b66\u4e60": 220, "\u5de5\u4f5c\u8d1f\u8f7d\u8fdb\u884c\u4e86\u4f18\u5316": 220, "\u5305\u62ec\u652f\u6301": 220, "\u53ef\u6269\u5c55\u5411\u91cf\u6269\u5c55": 220, "sve": 220, "\u4ee5\u53ca\u6bd4graviton2\u9ad8\u4e24\u500d\u7684\u5355\u6307\u4ee4\u591a\u6570\u636e": 220, "simd": 220, "\u5e26\u5bbd": 220, "pytorch\u4e3a\u673a\u5668\u5b66\u4e60\u7b97\u5b50": 220, "\u5982\u5377\u79ef": [220, 248], "\u77e9\u9635\u4e58\u6cd5": [220, 248], "relu\u7b49": 220, "\u63d0\u4f9b\u4e86\u539f\u751f\u53c2\u8003aten\u5185\u6838": 220, "\u8fd9\u4e9b\u7b97\u5b50\u53ef\u4ee5\u901a\u8fc7\u6765\u81ea\u57fa\u672c\u7ebf\u6027\u4ee3\u6570": 220, "bla": 220, "\u5e93\u7684\u7279\u5b9a\u4e8e\u5e73\u53f0\u7684\u5185\u6838\u5b9e\u73b0\u8fdb\u884c\u52a0\u901f": 220, "\u5728aw": 220, "cpu\u4e0a": 220, "mkldnn\u4e0earm": 220, "acl": 220, "\u5e93\u4e3a\u4e00\u90e8\u5206\u7b97\u5b50\u63d0\u4f9b\u4e86\u4f18\u5316\u5b9e\u73b0": 220, "\u4ecepytorch": 220, "0\u7248\u672c\u5f00\u59cb": 220, "\u8fd9\u4e24\u4e2a\u5e93\u90fd\u96c6\u6210\u5230\u4e86pytorch\u4e2d": 220, "\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u901a\u8fc7": 220, "\u5185\u6838\u548c\u6b63\u786e\u7684\u540e\u7aef\u9009\u62e9": 220, "graviton3": 220, "c7g\u5b9e\u4f8b": 220, "\u4e0a\u5b9e\u73b0\u7ebf\u6027\u5c42\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u4f73\u63a8\u7406\u6027\u80fd": 220, "\u4f7f\u7528bfloat16\u5feb\u901f\u6570\u5b66\u5185\u6838\u52a0\u901f\u63a8\u7406": 220, "\u5bf9\u4e8e\u8f83\u5c0f\u7684\u6279\u6b21\u7ef4\u5ea6": 220, "\u4f7f\u7528openblas\u63d0\u9ad8\u63a8\u7406\u6027\u80fd": 220, "\u4f7f\u7528linux\u900f\u660e\u5927\u9875\u4f18\u5316\u5185\u5b58\u5206\u914d\u5f00\u9500": 220, "\u603b\u7ed3": 220, "\u8981\u6210\u529f\u8fd0\u884c\u672c\u6559\u7a0b\u5e76\u91cd\u73b0\u4e0b\u9762\u663e\u793a\u7684\u52a0\u901f\u6570\u5b57": 220, "\u60a8\u9700\u8981\u6765\u81eagraviton3\u7cfb\u5217": 220, "c7g": 220, "r7g": 220, "m7g": 220, "\u7684\u786c\u4ef6\u5b9e\u4f8b": 220, "4vcpu": 220, "\u5b9e\u4f8b": [220, 227, 231, 246], "pytorch\u539f\u751f\u652f\u6301aw": 220, "graviton3\u4f18\u5316": 220, "\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f\u8bf7\u53c2\u9605\u6b64": 220, "\u535a\u5ba2": 220, "\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5pytorch": 220, "\u6211\u4eec\u5c06\u4ece\u5bfc\u5165\u6240\u9700\u7684\u4f9d\u8d56\u9879\u5e76\u5b9a\u4e49\u5c06\u5728\u5176\u4e0a\u8fd0\u884c\u7684\u8bbe\u5907\u5f00\u59cb": 220, "\u9274\u4e8e\u7ebf\u6027\u5c42\u662f\u8bb8\u591a\u795e\u7ecf\u7f51\u7edc": 220, "\u5305\u62ectransform": 220, "\u7684\u6838\u5fc3": 220, "\u6211\u4eec\u5728\u6b64\u6f14\u793a\u4e2d\u4f7f\u7528\u7ebf\u6027\u5c42": 220, "\u6211\u4eec\u901a\u8fc7\u5b50\u7c7b\u5316": 220, "\u4e2d\u521d\u59cb\u5316\u5c42\u6765\u5b9a\u4e49\u6211\u4eec\u7684\u795e\u7ecf\u7f51\u7edc": 220, "\u6211\u4eec\u4f7f\u7528\u5178\u578b\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b\u53c2\u6570\u6784\u5efa\u7f51\u7edc": 220, "\u4ee5\u5339\u914d\u771f\u5b9e\u4e16\u754c\u573a\u666f": 220, "myneuralnetwork": 220, "11008": 220, "\u8ba9\u6211\u4eec\u521b\u5efa\u4e00\u4e2a": [220, 239, 245], "\u5e76\u5c06\u5176\u79fb\u52a8\u5230\u8bbe\u5907\u4e0a": 220, "\u8ba9\u6211\u4eec\u901a\u8fc7\u5c06\u5b83\u4eec\u4f20\u9012\u7ed9": 220, "\u6a21\u5757\u7684\u5b9e\u4f8b\u6765\u83b7\u53d6\u9884\u6d4b\u6982\u7387": 220, "\u8f93\u51fa": 220, "\u6211\u4eec\u5df2\u9a8c\u8bc1\u4e86\u7f51\u7edc\u529f\u80fd": 220, "\u6211\u4eec\u5c06\u5206\u6790\u6027\u80fd": 220, "\u8ba9\u6211\u4eec\u68c0\u67e5\u4e24\u79cd\u4e0d\u540c\u7684\u60c5\u51b5": 220, "\u5c0f\u6279\u6b21\u7ef4\u5ea6\u548c\u5927\u6279\u6b21\u7ef4\u5ea6": 220, "\u60c5\u51b51": 220, "\u8f83\u5927\u7684\u6279\u6b21\u7ef4\u5ea6": 220, "\u4f8b\u5982256": 220, "\u9996\u5148\u8fdb\u884c\u9884\u70ed": 220, "\u5e76\u5faa\u73af\u591a\u6b21\u4ee5\u83b7\u5f97\u8db3\u591f\u7684\u6267\u884c\u65f6\u95f4": 220, "mymodel_infer": 220, "\u4f7f\u7528\u9ed8\u8ba4pytorch\u914d\u7f6e\u65f6\u7684\u5206\u6790\u5668\u8f93\u51fa\u5982\u4e0b": 220, "813": 220, "255m": 220, "177": 220, "032m": 220, "160u": 220, "162": [220, 232], "054m": 220, "540": 220, "180u": 220, "738m": 220, "201": 220, "955m": 220, "985": 220, "282m": 220, "421m": 220, "043m": 220, "810u": 220, "356m": 220, "179": 220, "388m": 220, "896": 220, "940u": 220, "graviton3\u5904\u7406\u5668\u652f\u6301": 220, "mmla\u6307\u4ee4": 220, "\u4e3aaw": 220, "graviton\u5904\u7406\u5668\u63d0\u4f9b\u4e86\u4f18\u5316\u7684": 220, "\u901a\u7528\u77e9\u9635\u4e58\u6cd5": 220, "\u5185\u6838": [220, 234, 252], "\u5e76\u4ecepytorch": 220, "0\u7248\u672c\u5f00\u59cb\u901a\u8fc7mkldnn\u540e\u7aef\u96c6\u6210\u5230pytorch\u4e2d": 220, "\u53ef\u4ee5\u4f7f\u7528\u5feb\u901f\u6570\u5b66gemm\u5185\u6838\u4f18\u5316\u63a8\u7406\u6027\u80fd": 220, "\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u4e0d\u542f\u7528\u5feb\u901f\u6570\u5b66\u6a21\u5f0f": 220, "\u56e0\u4e3a\u8fd9\u4e9b\u5185\u6838\u4ee5": 220, "\u7cbe\u5ea6\u800c\u4e0d\u662f": 220, "\u6267\u884cgemm": 220, "\u56e0\u6b64\u4f1a\u5bfc\u81f4\u6a21\u578b\u63a8\u7406\u7cbe\u5ea6\u7565\u6709\u4e0b\u964d": 220, "\u7cbe\u5ea6\u4e0b\u964d\u5728": 220, "\u6d4b\u8bd5\u5957\u4ef6\u4e2d\u4e3a": 220, "\u540e\u7aef\u5b9a\u4e49\u7684": 220, "\u4f59\u5f26\u76f8\u4f3c\u5ea6": 220, "\u9608\u503c\u8303\u56f4\u5185": 220, "\u56e0\u6b64\u5bf9\u5927\u591a\u6570\u5e94\u7528\u7a0b\u5e8f\u6765\u8bf4\u662f\u53ef\u4ee5\u63a5\u53d7\u7684": 220, "\u8981\u542f\u7528\u5feb\u901f\u6570\u5b66gemm\u5185\u6838": 220, "\u8bf7\u8bbe\u7f6e\u4ee5\u4e0b\u73af\u5883\u53d8\u91cf": 220, "dnnl_default_fpmath_mod": 220, "\u5f53\u60a8\u8fd0\u884c\u4e0a\u8ff0\u63a8\u7406\u811a\u672c\u65f6": 220, "\u5e94\u8be5\u4f1a\u770b\u5230\u542f\u7528mkldnn\u5feb\u901f\u6570\u5b66\u6a21\u5f0f\u540e\u7684\u5206\u6790\u5668\u8f93\u51fa": 220, "943": 220, "052": 220, "507m": 220, "167": 220, "653m": 220, "838": 220, "265u": 220, "107": 220, "593m": 220, "358": 220, "643u": 220, "167m": 220, "262": 220, "911m": 220, "060": 220, "533m": 220, "414m": 220, "892m": 220, "307u": 220, "281m": 220, "934m": 220, "670u": 220, "\u8fd9\u6bd4\u9ed8\u8ba4\u914d\u7f6e\u5feb\u7ea6": 220, "2\u500d": 220, "\u8ba9\u6211\u4eec\u770b\u770b\u8f83\u5c0f\u6279\u6b21\u7ef4\u5ea6\u7684\u60c5\u51b5": 220, "\u573a\u666f": 220, "\u8f83\u5c0f\u7684\u6279\u91cf\u7ef4\u5ea6": 220, "\u9884\u70ed": [220, 239], "\u9ed8\u8ba4\u914d\u7f6e\u8fd0\u884c\u4e0a\u8ff0\u811a\u672c\u65f6": 220, "\u60a8\u5e94\u8be5\u4f1a\u770b\u5230\u4ee5\u4e0b": 220, "\u81ea\u8eab": 220, "\u603b\u8ba1": 220, "094": 220, "\u4ee5\u4e0b\u662f\u542f\u7528": 220, "\u5feb\u901f\u6570\u5b66\u6a21\u5f0f\u65f6\u7684": 220, "\u5feb\u901f\u6570\u5b66\u6a21\u5f0f\u4e3a\u8f83\u5c0f\u7684\u6279\u91cf\u7ef4\u5ea6\u63d0\u4f9b\u4e86\u5927\u7ea6": 220, "47x": 220, "\u7684\u6027\u80fd\u63d0\u5347": 220, "\u5c3d\u7ba1\u6027\u80fd\u63d0\u5347\u660e\u663e": 220, "\u4f46\u6574\u4f53\u4ecd\u6709\u63d0\u5347\u7a7a\u95f4": 220, "\u56e0\u4e3a\u6765\u81ea": 220, "\u540e\u7aef\u7684\u8fd0\u884c\u65f6\u5f00\u9500": 220, "\u6743\u91cd\u91cd\u6392\u548c\u5185\u6838\u542f\u52a8\u65f6\u95f4": 220, "\u8d85\u8fc7\u4e86": 220, "\u5185\u6838\u5bf9\u8f83\u5c0f\u6279\u91cf\u8ba1\u7b97\u7684\u8ba1\u7b97\u4f18\u52bf": 220, "\u53ef\u4ee5\u901a\u8fc7\u5c06\u8f83\u5c0f\u7684\u5f62\u72b6\u4ece": 220, "\u5378\u8f7d\u5230": 220, "\u540e\u7aef\u6765\u63d0\u9ad8\u8f83\u5c0f\u6279\u91cf\u7ef4\u5ea6\u7684\u63a8\u7406\u6027\u80fd": 220, "\u6211\u4eec\u6b63\u5728\u52aa\u529b\u4e3a\u672a\u6765\u7248\u672c\u5b9e\u73b0\u81ea\u52a8\u5316\u7684\u540e\u7aef\u9009\u62e9": 220, "\u5e76\u5177\u6709\u5065\u58ee\u7684\u542f\u53d1\u5f0f\u7b97\u6cd5": 220, "\u5728\u5b9e\u73b0\u542f\u53d1\u5f0f\u7b97\u6cd5\u4e4b\u524d": 220, "\u53ef\u4ee5\u901a\u8fc7\u589e\u52a0": 220, "\u540e\u7aef\u9009\u62e9\u7684\u9608\u503c\u5c06\u8f83\u5c0f\u7684\u5f62\u72b6\u5378\u8f7d\u5230": 220, "\u5728\u4ee5\u4e0b\u793a\u4f8b\u4e2d": 220, "\u4f5c\u4e3a\u9608\u503c": 220, "\u56e0\u6b64\u6279\u91cf\u7ef4\u5ea6\u4e3a": 220, "\u7684\u8f93\u5165\u4e0d\u4f1a\u5206\u6d3e\u5230": 220, "\u76f8\u53cd": [220, 240], "\u5b83\u4f1a\u88ab\u5206\u6d3e\u5230": 220, "torch_mkldnn_matmul_min_dim": 220, "\u4ee5\u4e0b\u662f\u4f7f\u7528": 220, "\u540e\u7aef\u65f6\u7684": 220, "034": 220, "\u5982\u60a8\u6240\u89c1": [220, 235], "\u5207\u6362\u5230": 220, "\u5c06\u6027\u80fd\u63d0\u9ad8\u4e86\u4e00\u500d": 220, "\u4e0e\u9ed8\u8ba4\u7684": [220, 248], "\u540e\u7aef\u914d\u7f6e\u76f8\u6bd4": 220, "\u5bf9\u4e8e\u66f4\u5c0f\u7684\u6279\u91cf\u7ef4\u5ea6": 220, "\u4f8b\u5982\u6279\u91cf\u7ef4\u5ea6\u4e3a": 220, "\u8fd9\u4e00\u70b9\u66f4\u52a0\u663e\u8457": 220, "\u8fd9\u91cc\u6211\u4eec\u89c2\u5bdf\u5230\u901a\u8fc7\u9002\u5f53\u8c03\u6574\u540e\u7aef\u9608\u503c": 220, "\u6027\u80fd\u63d0\u9ad8\u4e863": 220, "\u6211\u4eec\u8fd8\u89c2\u5bdf\u5230": 220, "\u5bf9\u4e8e\u8fd9\u4e9b\u8f83\u5927\u7684\u7f51\u7edc": 220, "\u5f20\u91cf\u5185\u5b58\u5206\u914d\u5360\u63a8\u7406\u5ef6\u8fdf\u7684\u5f88\u5927\u4e00\u90e8\u5206": 220, "\u8fd9\u53ef\u4ee5\u901a\u8fc7\u4ecepytorch": 220, "c10\u5185\u5b58\u5206\u914d\u5668": 220, "\u542f\u7528": 220, "\u6765\u4f18\u5316": 220, "\u76ee\u524d": 220, "\u8be5\u529f\u80fd\u9ed8\u8ba4\u672a\u542f\u7528": 220, "\u56e0\u4e3a\u5b83\u4f1a\u7565\u5fae\u589e\u52a0\u5185\u5b58\u5360\u7528": 220, "\u8bbe\u7f6e\u4ee5\u4e0b\u73af\u5883\u53d8\u91cf\u4ee5\u542f\u7528\u5b83": 220, "thp_mem_alloc_en": 220, "\u5bf9\u4e8e\u6279\u91cf\u7ef4\u5ea6\u4e3a": 220, "\u4e14\u542f\u7528": 220, "\u6a21\u5f0f": [220, 222], "\u542f\u7528thp\u5185\u5b58\u5206\u914d\u540e": 220, "profiler\u7684\u8f93\u51fa\u5982\u4e0b": 220, "\u540d\u79f0": 220, "\u81ea\u8eabcpu": 220, "cpu\u603b": 220, "cpu\u5e73\u5747\u65f6\u95f4": 220, "\u8c03\u7528\u6b21\u6570": 220, "321": 220, "069m": 220, "568m": 220, "613m": 220, "06": 220, "602m": 220, "682": 220, "007u": 220, "777m": 220, "082m": 220, "329": 220, "097m": 220, "547m": 220, "325": 220, "115m": 220, "626m": 220, "\u81ea\u8eabcpu\u603b\u65f6\u95f4": 220, "\u8fd9\u6bd4\u4e0a\u9762\u6d4b\u91cf\u7684\u5df2\u4f18\u5316\u7684": 220, "\u6a21\u5f0f\u53c8\u63d0\u9ad8\u4e86": 220, "08\u500d\u62168": 220, "\u6211\u4eec\u4ecb\u7ecd\u4e86\u5728aw": 220, "graviton3\u5b9e\u4f8b\u4e0a\u7684pytorch\u63a8\u7406": 220, "\u5305\u62ec\u57fa\u672c\u7528\u6cd5": 220, "\u4f7f\u7528\u5feb\u901f\u6570\u5b66\u5185\u6838\u7684\u52a0\u901f": 220, "\u6bd4\u8f83\u4e0d\u540c\u6279\u91cf\u7ef4\u5ea6\u4e0b\u4e0d\u540c\u540e\u7aef\u7684\u6027\u80fd": 220, "\u4ee5\u53ca\u5982\u4f55\u4f7f\u7528linux\u900f\u660e\u5927\u9875\u9762\u4f18\u5316\u5f20\u91cf\u5185\u5b58\u5206\u914d\u5ef6\u8fdf": 220, "\u5bf9\u4e8e\u8f83\u5927\u7684\u5f20\u91cf\u5f62\u72b6": 220, "\u5efa\u8bae\u4f7f\u7528mkldnn\u540e\u7aef\u548cbfloat16\u5feb\u901f\u6570\u5b66\u6a21\u5f0f\u4ee5\u53cathp\u5185\u5b58\u5206\u914d": 220, "\u5bf9\u4e8e\u8f83\u5c0f\u7684\u5f20\u91cf\u5f62\u72b6": 220, "\u5efa\u8bae\u4f7f\u7528openblas\u540e\u7aef": 220, "\u5e0c\u671b\u60a8\u80fd\u5c1d\u8bd5\u4e00\u4e0b": 220, "avx512": 221, "xmx": 221, "xpu": 221, "claus": 221, "roialign": 221, "bertmodel": 221, "check_trac": 221, "cache_en": [221, 248], "memoryformat": 221, "channelslast": [221, 224], "intel_ext_pt_cpu": 221, "libpytorch_path": 221, "ldd": 221, "workspac": 221, "cmake_have_libc_pthread": 221, "0x00007f3cf98e0000": 221, "libc10": 221, "0x00007f3cf985a000": 221, "libintel": 221, "0x00007f3cf70fc000": 221, "libtorch_cpu": [221, 247], "0x00007f3ce16ac000": 221, "libdnnl_graph": 221, "0x00007f3cde954000": 221, "\u5927\u591a\u6570\u6df1\u5ea6\u5b66\u4e60\u5e94\u7528\u7a0b\u5e8f\u5728\u63a8\u7406\u65f6\u4f7f\u752832\u4f4d\u6d6e\u70b9\u7cbe\u5ea6": 222, "\u4f46\u662f\u7531\u4e8e\u663e\u8457\u7684\u6027\u80fd\u63d0\u5347": 222, "\u4f4e\u7cbe\u5ea6\u6570\u636e\u7c7b\u578b": 222, "\u5c24\u5176\u662fint8": 222, "\u6b63\u53d7\u5230\u8d8a\u6765\u8d8a\u591a\u7684\u5173\u6ce8": 222, "\u91c7\u7528\u4f4e\u7cbe\u5ea6\u65f6\u7684\u4e00\u4e2a\u4e3b\u8981\u95ee\u9898\u662f\u5982\u4f55\u8f7b\u677e\u5730\u51cf\u8f7b\u53ef\u80fd\u7684\u7cbe\u5ea6\u635f\u5931\u5e76\u8fbe\u5230\u9884\u5b9a\u7684\u7cbe\u5ea6\u8981\u6c42": 222, "compressor": [222, 252], "\u65e8\u5728\u901a\u8fc7\u6269\u5c55": 222, "\u7684\u7cbe\u5ea6\u9a71\u52a8\u81ea\u52a8\u8c03\u4f18\u7b56\u7565\u6765\u89e3\u51b3\u4e0a\u8ff0\u95ee\u9898": 222, "\u5e2e\u52a9\u7528\u6237\u5728intel\u786c\u4ef6\u4e0a\u5feb\u901f\u627e\u5230\u6700\u4f73\u91cf\u5316\u6a21\u578b": 222, "\u5305\u62ecintel": 222, "\u548cintel": 222, "compressor\u5df2\u4f5c\u4e3a\u5f00\u6e90\u9879\u76ee\u53d1\u5e03\u5728": 222, "_\u4e0a": 222, "\u6613\u7528\u7684python": 222, "\u63d0\u4f9b\u7b80\u5355\u7684\u524d\u7aefpython": 222, "api\u548c\u5b9e\u7528\u5de5\u5177": 222, "\u7528\u6237\u53ea\u9700\u66f4\u6539\u51e0\u884c\u4ee3\u7801\u5373\u53ef\u8fdb\u884c\u795e\u7ecf\u7f51\u7edc\u538b\u7f29": 222, "\u901a\u5e38\u53ea\u9700\u8981\u5728\u539f\u59cb\u4ee3\u7801\u4e2d\u6dfb\u52a05\u52306\u4e2a\u5b50\u53e5": 222, "\u652f\u6301\u5728": 222, "\u56fe\u6a21\u5f0f\u548c": 222, "\u6a21\u5f0f\u4e0b\u8fdb\u884c\u7cbe\u5ea6\u9a71\u52a8\u7684\u81ea\u52a8\u8c03\u4f18\u8fc7\u7a0b": 222, "\u5305\u62ec\u8bad\u7ec3\u540e\u9759\u6001\u91cf\u5316": 222, "\u8bad\u7ec3\u540e\u52a8\u6001\u91cf\u5316\u548c\u91cf\u5316\u611f\u77e5\u8bad\u7ec3": 222, "\u672c\u6559\u7a0b\u4e3b\u8981\u5173\u6ce8\u91cf\u5316\u90e8\u5206": 222, "\u5173\u4e8e\u5982\u4f55\u4f7f\u7528": 222, "\u8fdb\u884c\u526a\u679d\u548c\u84b8\u998f": 222, "\u8bf7\u53c2\u8003": 222, "github\u4ed3\u5e93\u4e2d\u7684\u76f8\u5e94\u6587\u6863": 222, "\u4ecepip\u5b89\u88c5\u7a33\u5b9a\u7248\u672c": 222, "\u4ecepip\u5b89\u88c5\u6bcf\u65e5\u6784\u5efa\u7248\u672c": 222, "\u4ececonda\u5b89\u88c5\u7a33\u5b9a\u7248\u672c": 222, "\u652f\u6301\u7684python\u7248\u672c\u4e3a3": 222, "8\u62163": 222, "\u7528\u6237\u53ea\u9700\u8fdb\u884c\u5c11\u91cf\u4ee3\u7801\u66f4\u6539\u5373\u53ef\u5f00\u59cb\u4f7f\u7528": 222, "\u91cf\u5316api": 222, "\u63a5\u53d7\u4e00\u4e2a": 222, "\u6a21\u578b\u548c\u4e00\u4e2a": 222, "\u914d\u7f6e\u6587\u4ef6\u4f5c\u4e3a\u8f93\u5165": 222, "\u8981\u6784\u5efa\u91cf\u5316\u8fc7\u7a0b": 222, "\u914d\u7f6e\u6587\u4ef6": 222, "\u6307\u5b9a\u4ee5\u4e0b\u8bbe\u7f6e": 222, "\u6821\u51c6\u6570\u636e\u52a0\u8f7d\u5668": 222, "\u9759\u6001\u91cf\u5316\u9700\u8981": 222, "\u8bc4\u4f30\u6570\u636e\u52a0\u8f7d\u5668": 222, "\u8bc4\u4f30\u6307\u6807": 222, "\u652f\u6301\u4e00\u4e9b\u5e38\u7528\u7684\u6570\u636e\u52a0\u8f7d\u5668\u548c\u8bc4\u4f30\u6307\u6807": 222, "\u5173\u4e8e\u5982\u4f55\u5728": 222, "\u914d\u7f6e\u6587\u4ef6\u4e2d\u914d\u7f6e\u5b83\u4eec": 222, "\u7528\u6237\u53ef\u4ee5\u53c2\u8003": 222, "\u5185\u7f6e\u6570\u636e\u96c6": 222, "\u5982\u679c\u7528\u6237\u60f3\u4f7f\u7528\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u52a0\u8f7d\u5668\u6216\u8bc4\u4f30\u6307\u6807": 222, "\u652f\u6301\u901a\u8fc7": 222, "\u4ee3\u7801\u6ce8\u518c\u81ea\u5b9a\u4e49\u6570\u636e\u52a0\u8f7d\u5668": 222, "\u6307\u6807": 222, "\u5173\u4e8eyaml\u914d\u7f6e\u6587\u4ef6\u683c\u5f0f": 222, "yaml\u6a21\u677f": 222, "\u6240\u9700\u7684\u4ee3\u7801\u66f4\u6539\u5728\u4e0a\u9762\u7684\u6ce8\u91ca\u4e2d\u7a81\u51fa\u663e\u793a": 222, "\u6211\u4eec\u4f7f\u7528lenet\u6a21\u578b\u6765\u6f14\u793a\u5982\u4f55\u4f7f\u7528": 222, "lenet\u6a21\u578b\u5b9a\u4e49": 222, "fc1_drop": 222, "\u9884\u8bad\u7ec3\u6a21\u578b\u6743\u91cd": 222, "\u6765\u81ea": 222, "\u652f\u6301\u7cbe\u5ea6\u9a71\u52a8\u7684\u81ea\u52a8\u8c03\u4f18": 222, "\u4ee5\u751f\u6210\u6ee1\u8db3\u9884\u5b9a\u7cbe\u5ea6\u76ee\u6807\u7684\u6700\u4f73": 222, "\u4ee5\u4e0b\u662f\u901a\u8fc7\u81ea\u52a8\u8c03\u4f18\u5728pytorch": 222, "fx\u56fe\u6a21\u5f0f": 222, "\u4e0a\u91cf\u5316\u7b80\u5355\u7f51\u7edc\u7684\u793a\u4f8b": 222, "pytorch_fx": 222, "accuracy_criterion": 222, "compressor\u542f\u52a8\u4ee3\u7801": 222, "neural_compressor": 222, "calib_dataload": 222, "q_model": 222, "\u6307\u5b9a\u4e86": 222, "\u7684\u5185\u7f6e\u6307\u6807": 222, "\u4f5c\u4e3a\u8bc4\u4f30\u65b9\u6cd5": 222, "\u7684\u76f8\u5bf9\u7cbe\u5ea6\u635f\u5931\u8bbe\u7f6e\u4e3a\u81ea\u52a8\u8c03\u4f18\u7684\u7cbe\u5ea6\u76ee\u6807": 222, "\u5c06\u904d\u5386\u6bcf\u4e2a\u64cd\u4f5c\u7ea7\u522b\u4e0a\u6240\u6709\u53ef\u80fd\u7684\u91cf\u5316\u914d\u7f6e\u7ec4\u5408": 222, "\u4ee5\u627e\u51fa\u8fbe\u5230\u9884\u5b9a\u7cbe\u5ea6\u76ee\u6807\u7684\u6700\u4f73": 222, "\u9664\u4e86\u8fd9\u4e9b\u5185\u7f6e\u6307\u6807\u5916": 222, "\u8fd8\u652f\u6301\u901a\u8fc7": 222, "\u4ee3\u7801\u81ea\u5b9a\u4e49\u6307\u6807": 222, "\u5b9a\u4e49\u81ea\u5b9a\u4e49\u6307\u6807": 222, "top1metr": 222, "\u5b9e\u73b0\u4e86\u4e00\u4e2a\u5305\u542b": 222, "\u51fd\u6570\u7684": [222, 241], "\u7528\u4e8e\u8bb0\u5f55\u6bcf\u4e2a\u5c0f\u6279\u91cf\u7684\u7ed3\u679c\u5e76\u5728\u6700\u540e\u8ba1\u7b97\u6700\u7ec8\u7cbe\u5ea6": 222, "\u9664\u4e86\u8bad\u7ec3\u540e\u9759\u6001\u91cf\u5316\u548c\u8bad\u7ec3\u540e\u52a8\u6001\u91cf\u5316\u5916": 222, "\u8fd8\u652f\u6301\u5177\u6709\u7cbe\u5ea6\u9a71\u52a8\u81ea\u52a8\u8c03\u4f18\u673a\u5236\u7684\u91cf\u5316\u611f\u77e5\u8bad\u7ec3": 222, "\u4ee5\u4e0b\u662f\u5728pytorch": 222, "\u4e0a\u5bf9\u7b80\u5355\u7f51\u7edc\u8fdb\u884c\u91cf\u5316\u611f\u77e5\u8bad\u7ec3\u7684\u793a\u4f8b": 222, "quant_aware_train": 222, "training_func": 222, "\u8bad\u7ec3\u8f6e\u6b21": 222, "t\u635f\u5931": 222, "\u542f\u52a8\u4ee3\u7801": 222, "q_func": 222, "\u652f\u6301\u4f7f\u7528\u865a\u62df\u6570\u636e\u96c6\u76f4\u63a5\u751f\u6210": 222, "\u7528\u4e8e\u6027\u80fd\u57fa\u51c6\u6d4b\u8bd5\u76ee\u7684": 222, "\u4ee5\u4e0b\u662f\u4f7f\u7528\u865a\u62df\u6570\u636e\u96c6\u5728pytorch": 222, "dummy_dataset": 222, "dummydataset": 222, "\u7528\u6237\u53ef\u4ee5\u4ece": 222, "\u6253\u5370\u7684\u65e5\u5fd7\u4e2d\u4e86\u89e3\u6709\u591a\u5c11\u64cd\u4f5c\u88ab\u91cf\u5316": 222, "linearrelu": 222, "\u91cf\u5316\u6a21\u578b\u5c06\u5728": 222, "\u76ee\u5f55\u4e0b\u751f\u6210": 222, "\u5176\u4e2d\u5305\u542b\u4e24\u4e2a\u6587\u4ef6": 222, "best_configur": 222, "best_model_weight": 222, "\u7b2c\u4e00\u4e2a\u6587\u4ef6\u5305\u542b\u6bcf\u4e2a\u64cd\u4f5c\u7684\u91cf\u5316\u914d\u7f6e": 222, "\u7b2c\u4e8c\u4e2a\u6587\u4ef6\u5305\u542b": 222, "\u6743\u91cd\u4ee5\u53ca\u6fc0\u6d3b\u7684\u96f6\u70b9\u548c\u6bd4\u4f8b\u4fe1\u606f": 222, "\u7528\u6237\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u4ee3\u7801\u52a0\u8f7d\u91cf\u5316\u6a21\u578b": 222, "\u7136\u540e\u8fdb\u884c\u63a8\u7406\u6216\u6027\u80fd\u57fa\u51c6\u6d4b\u8bd5": 222, "int8_model": 222, "\u8bf7\u8bbf\u95ee": 222, "\u4ed3\u5e93": 222, "\u83b7\u53d6\u66f4\u591a\u6559\u7a0b": 222, "martin": 223, "pytorchstreamread": 223, "regener": 223, "model_psth": 223, "_load_for_lite_interpret": [223, 224], "optimized_scripted_modul": 223, "pytorch_android_lit": 223, "litemoduleload": 223, "getapplicationcontext": 223, "prebuilt": 223, "use_framework": 223, "libtorch_lit": 223, "nullabl": 223, "instancetyp": 223, "initwithfileatpath": 223, "nsstring": 223, "_load_for_mobil": [223, 224], "utf8str": 223, "nslog": 223, "architechtur": 223, "pend": 224, "dsp": 224, "calibration_data": 224, "588kb": 224, "nio": 224, "suboptim": 224, "analysisresult": 224, "analyzeimag": 224, "imageproxi": 224, "rotationdegre": 224, "modulefileabsolutefilepath": 224, "minputtensorbuff": 224, "minputtensor": 224, "imageyuv420centercroptofloatbuff": 224, "getimag": 224, "flatbuff": 224, "_use_flatbuff": 224, "jit_model": 224, "ff": 224, "5387594579999999": 224, "038842832999999466": 224, "nake": 224, "rf": 224, "speedbenchark_torch": 224, "speedbenchmark": 224, "121318": 224, "24281": 224, "trace_model": 224, "rubi": 224, "iphonex": 224, "2121": 224, "722447": 224, "762": 224, "mobilenetv2_quant": [225, 226], "hackathon": [225, 226], "xcworkspac": 226, "your_project_nam": 226, "\u7684\u8bf4\u660e\u53ef\u5728": 227, "\u4e0a\u627e\u5230": [227, 258], "\u662f\u4e00\u6b3e\u7528\u4e8e\u4e32\u884c\u548c\u591a\u7ebf\u7a0b\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u5206\u6790\u5de5\u5177": 227, "\u5bf9\u4e8e\u719f\u6089": 227, "\u67b6\u6784\u7684\u4eba\u6765\u8bf4": 227, "\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u6307\u6807\u96c6": 227, "\u5e2e\u52a9\u7528\u6237\u4e86\u89e3\u5e94\u7528\u7a0b\u5e8f\u5728": 227, "\u5e73\u53f0\u4e0a\u7684\u6267\u884c\u60c5\u51b5": 227, "\u4ece\u800c\u4e86\u89e3\u6027\u80fd\u74f6\u9888\u6240\u5728": 227, "\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f": 227, "\u5305\u62ec\u5165\u95e8\u6307\u5357": 227, "\u7f51\u7ad9": 227, "\u63d0\u4f9b": 227, "\u4f7f\u76ee\u6807\u5e94\u7528\u7a0b\u5e8f\u80fd\u591f\u5728\u6267\u884c\u671f\u95f4\u751f\u6210\u548c\u63a7\u5236\u8ddf\u8e2a\u6570\u636e\u7684\u6536\u96c6": 227, "\u529f\u80fd\u7684\u4f18\u52bf\u5728\u4e8e\u80fd\u591f\u5728": 227, "\u4e0a\u6807\u8bb0\u5355\u4e2a": 227, "\u7b97\u5b50\u548c\u81ea\u5b9a\u4e49\u533a\u57df\u7684\u65f6\u95f4\u8de8\u5ea6": 227, "\u5f53\u7528\u6237\u53d1\u73b0\u4efb\u4f55\u5f02\u5e38\u65f6": 227, "\u8fd9\u5c06\u975e\u5e38\u6709\u52a9\u4e8e\u5b9a\u4f4d\u54ea\u4e2a\u7b97\u5b50\u8868\u73b0\u5f02\u5e38": 227, "\u5df2\u5728": 227, "\u4e2d\u96c6\u6210": 227, "\u7528\u6237\u65e0\u9700\u8c03\u7528\u539f\u59cb\u7684": 227, "\u53ea\u9700\u8c03\u7528": 227, "\u5373\u53ef": 227, "\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f\u53ef\u5728": 227, "\u4e2d\u627e\u5230": 227, "\u63d0\u4f9b\u4e86\u4e24\u79cd\u4f7f\u7528\u65b9\u5f0f": 227, "\u9690\u5f0f\u8c03\u7528": 227, "\u6240\u6709\u901a\u8fc7": 227, "\u7b97\u5b50\u6ce8\u518c\u673a\u5236\u6ce8\u518c\u7684\u7b97\u5b50\u5728\u542f\u7528": 227, "\u529f\u80fd\u65f6\u90fd\u4f1a\u81ea\u52a8\u6807\u8bb0": 227, "\u663e\u5f0f\u8c03\u7528": 227, "\u5982\u679c\u9700\u8981\u81ea\u5b9a\u4e49\u6807\u8bb0": 227, "\u7528\u6237\u53ef\u4ee5\u5728": 227, "\u4e2d\u4f7f\u7528\u663e\u5f0f": 227, "\u5bf9\u6240\u9700\u8303\u56f4\u8fdb\u884c\u6807\u8bb0": 227, "\u8981\u542f\u7528\u663e\u5f0f\u8c03\u7528": 227, "\u9700\u8981\u5728": 227, "\u4f5c\u7528\u57df\u4e0b\u8c03\u7528\u9884\u671f\u6807\u8bb0\u7684\u4ee3\u7801": 227, "\u8981\u9a8c\u8bc1\u529f\u80fd": 227, "\u60a8\u9700\u8981\u542f\u52a8\u4e00\u4e2a": 227, "\u7684\u6b65\u9aa4\u8bf7\u67e5\u770b": 227, "\u7528\u6237\u6307\u5357": 227, "\u4e00\u65e6\u542f\u52a8\u4e86": 227, "\u60a8\u5e94\u8be5\u4f1a\u770b\u5230\u5982\u4e0b\u7528\u6237\u754c\u9762": 227, "\u5de6\u4fa7\u5bfc\u822a\u680f\u4e0b\u7684": 227, "\u9879\u76ee\u4e2d\u6709\u4e09\u4e2a\u793a\u4f8b\u7ed3\u679c": 227, "\u5982\u679c\u60a8\u4e0d\u5e0c\u671b\u5206\u6790\u7ed3\u679c\u51fa\u73b0\u5728\u6b64\u9ed8\u8ba4\u793a\u4f8b\u9879\u76ee\u4e2d": 227, "\u53ef\u4ee5\u901a\u8fc7\u84dd\u8272": 227, "\u6309\u94ae\u4e0b\u7684": 227, "\u6309\u94ae\u521b\u5efa\u4e00\u4e2a\u65b0\u9879\u76ee": 227, "\u8981\u542f\u52a8\u65b0\u7684\u5206\u6790": 227, "\u8bf7\u5355\u51fb\u84dd\u8272\u7684": 227, "\u6309\u94ae\u4ee5\u5f00\u59cb\u914d\u7f6e\u5206\u6790": 227, "\u5355\u51fb": 227, "\u6309\u94ae\u540e": 227, "\u60a8\u5e94\u8be5\u4f1a\u770b\u5230\u5982\u4e0b\u754c\u9762": 227, "\u7a97\u53e3\u7684\u53f3\u4fa7\u5206\u4e3a\u4e09\u90e8\u5206": 227, "\u5de6\u4e0a\u89d2": 227, "\u5de6\u4e0b\u89d2": 227, "\u53f3\u4fa7": 227, "\u60a8\u53ef\u4ee5\u6307\u5b9a\u8981\u5728\u54ea\u53f0\u673a\u5668\u4e0a\u8fd0\u884c\u5206\u6790": 227, "\u60a8\u53ef\u4ee5\u8bbe\u7f6e\u8981\u5206\u6790\u7684\u5e94\u7528\u7a0b\u5e8f\u7684\u8def\u5f84": 227, "\u8981\u5206\u6790": 227, "\u811a\u672c": [227, 231, 257], "\u5efa\u8bae\u5c06\u6240\u6709\u624b\u52a8\u6b65\u9aa4": 227, "\u5305\u62ec\u6fc0\u6d3b": 227, "\u73af\u5883\u548c\u8bbe\u7f6e\u6240\u9700\u73af\u5883\u53d8\u91cf": 227, "\u5c01\u88c5\u5230\u4e00\u4e2a": 227, "\u811a\u672c\u4e2d": 227, "\u7136\u540e\u5bf9\u8be5": 227, "\u811a\u672c\u8fdb\u884c\u5206\u6790": 227, "\u5728\u4e0a\u9762\u7684\u622a\u56fe\u4e2d": 227, "\u6211\u4eec\u5c06\u6240\u6709\u6b65\u9aa4\u5c01\u88c5\u5230": 227, "\u7684\u53c2\u6570\u8bbe\u7f6e\u4e3a": 227, "path_of_launch": 227, "\u7684\u8def\u5f84": 227, "\u5728\u53f3\u4fa7\u7684": 227, "\u60a8\u53ef\u4ee5\u9009\u62e9\u8981\u5206\u6790\u7684\u7c7b\u578b": 227, "\u63d0\u4f9b\u4e86\u591a\u79cd\u53ef\u9009\u7684\u5206\u6790\u7c7b\u578b": 227, "\u6210\u529f\u8fdb\u884c\u4e86\u5e26\u6709": 227, "\u7684\u5206\u6790\u540e": 227, "\u60a8\u53ef\u4ee5\u6253\u5f00\u5206\u6790\u7ed3\u679c\u7684": 227, "\u9009\u9879\u5361": 227, "\u65f6\u95f4\u7ebf\u4e0a\u67e5\u770b\u6807\u8bb0": 227, "\u65f6\u95f4\u7ebf\u663e\u793a\u4e86\u9876\u90e8\u7684\u4e3b\u7ebf\u7a0b\u4f5c\u4e3a": 227, "\u7ebf\u7a0b": 227, "\u4e0b\u9762\u662f\u5404\u4e2a": 227, "\u6807\u8bb0\u7684": 227, "\u7b97\u5b50\u548c\u81ea\u5b9a\u4e49\u533a\u57df\u663e\u793a\u5728\u4e3b\u7ebf\u7a0b\u884c\u4e2d": 227, "\u6240\u6709\u4ee5": 227, "\u5f00\u5934\u7684\u7b97\u5b50\u90fd\u662f\u7531": 227, "\u529f\u80fd\u9690\u5f0f\u6807\u8bb0\u7684": 227, "iteration_n": 227, "\u662f\u4f7f\u7528\u7279\u5b9a\u7684": 227, "\u4f5c\u7528\u57df\u663e\u5f0f\u6807\u8bb0\u7684": 227, "\u8bf7\u67e5\u770b\u4e0b\u4e00\u8282\u4e2d\u7684\u793a\u4f8b\u4ee3\u7801\u4ee5\u4e86\u89e3\u8be6\u60c5": 227, "\u65f6\u95f4\u7ebf\u4e2d\u6807\u8bb0\u4e3a": 227, "\u7684\u7ea2\u8272\u6846\u662f\u7531": 227, "\u5982\u53f3\u4fa7\u5bfc\u822a\u680f\u6240\u793a": 227, "\u65f6\u95f4\u7ebf\u884c\u4e2d\u7684\u68d5\u8272\u90e8\u5206\u663e\u793a\u4e86\u5404\u4e2a\u7ebf\u7a0b\u7684": 227, "\u4f7f\u7528\u60c5\u51b5": 227, "\u5728\u67d0\u4e2a\u65f6\u95f4\u70b9": 227, "\u68d5\u8272\u90e8\u5206\u5728\u7ebf\u7a0b\u884c\u4e2d\u6240\u5360\u7684\u9ad8\u5ea6\u767e\u5206\u6bd4\u4e0e\u8be5\u7ebf\u7a0b\u5728\u8be5\u65f6\u95f4\u70b9\u7684": 227, "\u4f7f\u7528\u7387\u76f8\u5bf9\u5e94": 227, "\u4ece\u8fd9\u4e2a\u65f6\u95f4\u7ebf\u53ef\u4ee5\u76f4\u89c2\u5730\u4e86\u89e3\u4ee5\u4e0b\u51e0\u70b9": 227, "\u6bcf\u4e2a\u7ebf\u7a0b\u7684": 227, "\u6838\u5fc3\u5229\u7528\u7387\u5982\u4f55": 227, "\u6240\u6709\u7ebf\u7a0b\u7684": 227, "\u6838\u5fc3\u5229\u7528\u7387\u662f\u5426\u5e73\u8861": 227, "\u4f7f\u7528\u60c5\u51b5\u662f\u5426\u826f\u597d": 227, "\u7ebf\u7a0b\u662f\u5426\u540c\u6b65\u826f\u597d": 227, "\u7ebf\u7a0b\u6216": 227, "\u7ebf\u7a0b\u5b8c\u6210\u65f6\u662f\u5426\u5b58\u5728\u6296\u52a8": 227, "\u8fd8\u63d0\u4f9b\u4e86\u66f4\u591a\u4e30\u5bcc\u7684\u5206\u6790\u529f\u80fd": 227, "\u5e2e\u52a9\u60a8\u4e86\u89e3\u6027\u80fd\u95ee\u9898\u7684\u6839\u6e90": 227, "\u4e00\u65e6\u60a8\u4e86\u89e3\u4e86\u6027\u80fd\u95ee\u9898\u7684\u6839\u6e90": 227, "\u5c31\u53ef\u4ee5\u52a0\u4ee5\u4fee\u590d": 227, "\u66f4\u591a\u8be6\u7ec6\u7684\u4f7f\u7528\u8bf4\u660e\u53ef\u5728": 227, "\u4e0b\u9762\u7684\u793a\u4f8b\u4ee3\u7801\u5c31\u662f\u5728\u4e0a\u9762\u7684\u622a\u56fe\u4e2d\u7528\u4e8e\u5206\u6790\u7684\u811a\u672c": 227, "\u8be5\u62d3\u6251\u7531\u4e24\u4e2a\u7b97\u5b50": 227, "\u8fdb\u884c\u4e86\u4e09\u6b21\u63a8\u7406\u8fed\u4ee3": 227, "\u6bcf\u6b21\u8fed\u4ee3\u90fd\u4f7f\u7528": 227, "\u6807\u8bb0\u4e3a\u6587\u672c\u5b57\u7b26\u4e32": 227, "\u65e0\u8bba\u662f\u4f7f\u7528": 227, "\u7684\u914d\u5bf9": 227, "\u8fd8\u662f\u4f7f\u7528": 227, "\u4f5c\u7528\u57df": 227, "\u90fd\u53ef\u4ee5\u5b9e\u73b0\u81ea\u5b9a\u4e49\u6807\u8bb0\u529f\u80fd": 227, "ittsampl": 227, "292820": 227, "\u914d\u5bf9\u6807\u8bb0\u533a\u57df": 227, "iteration_": 227, "\u4f5c\u7528\u57df\u6807\u8bb0\u533a\u57df": 227, "\u4e0b\u9762\u662f\u5728": 227, "\u622a\u56fe\u4e2d\u63d0\u5230\u7684": 227, "\u7528\u4e8e\u5c01\u88c5\u6240\u6709\u624b\u52a8\u6b65\u9aa4": 227, "\u83b7\u53d6\u5305\u542b": 227, "\u7684\u76ee\u5f55\u8def\u5f84": 227, "\u4ee5\u4fbf\u4ece\u4efb\u4f55\u76ee\u5f55\u8c03\u7528\u6b64": 227, "basefold": 227, "bash_sourc": 227, "torchscipt": 228, "ota": 229, "incept": 229, "print_model_s": 229, "mdl": 229, "till": 229, "model_dynamic_quant": 229, "model_static_quant": 229, "98mb": 229, "tra": 229, "model_qat": 229, "\u53ef\u4ee5\u5e2e\u52a9\u60a8\u4e86\u89e3\u6570\u636e\u7279\u5f81\u5982\u4f55\u5f71\u54cd\u6a21\u578b\u7684\u9884\u6d4b\u6216\u795e\u7ecf\u5143\u6fc0\u6d3b": 230, "\u4ece\u800c\u63ed\u793a\u6a21\u578b\u7684\u5de5\u4f5c\u539f\u7406": 230, "\u60a8\u53ef\u4ee5\u7edf\u4e00\u5730\u5e94\u7528\u5e7f\u6cdb\u7684\u6700\u5148\u8fdb\u7684\u7279\u5f81\u5f52\u56e0\u7b97\u6cd5": 230, "gradcam": 230, "\u60a8\u5c06\u5b66\u4e60\u5982\u4f55\u4f7f\u7528": 230, "\u5c06\u56fe\u50cf\u5206\u7c7b\u5668\u7684\u9884\u6d4b\u5f52\u56e0\u4e8e\u76f8\u5e94\u7684\u56fe\u50cf\u7279\u5f81": [230, 252], "\u53ef\u89c6\u5316\u5f52\u56e0\u7ed3\u679c": 230, "\u786e\u4fdd\u5728\u60a8\u7684\u6d3b\u8dc3": 230, "\u73af\u5883\u4e2d\u5b89\u88c5\u4e86": 230, "\u4e0a\u83b7\u53d6": 230, "\u4e5f\u53ef\u4ee5\u4f5c\u4e3a": 230, "\u5305\u6216": 230, "\u5305\u83b7\u53d6": 230, "\u6709\u5173\u8be6\u7ec6\u8bf4\u660e": 230, "\u8bf7\u67e5\u9605\u5b89\u88c5\u6307\u5357": 230, "\u5bf9\u4e8e\u6a21\u578b": 230, "\u4e2d\u7684\u5185\u7f6e\u56fe\u50cf\u5206\u7c7b\u5668": 230, "\u53ef\u4ee5\u63ed\u793a\u6837\u672c\u56fe\u50cf\u7684\u54ea\u4e9b\u90e8\u5206\u652f\u6301\u4e86\u6a21\u578b\u505a\u51fa\u7684\u67d0\u4e9b\u9884\u6d4b": 230, "freepik": 230, "puppi": 230, "dog_58409": 230, "6024": 230, "center_crop": 230, "\u5c06\u56fe\u50cf\u8f6c\u6362\u4e3a\u503c\u5728": 230, "\u4e4b\u95f4\u7684\u5f20\u91cf": 230, "\u5f52\u4e00\u5316\u4ee5\u9075\u5faa": 230, "\u5747\u503c\u7684": 230, "\u50cf\u7d20": 230, "\u5728\u6a21\u578b\u7684\u524d": 230, "\u4e2a\u9884\u6d4b\u4e2d": 230, "\u7c7b\u522b": 230, "283": 230, "\u5206\u522b\u5bf9\u5e94\u4e8e\u72d7\u548c\u732b": 230, "\u8ba9\u6211\u4eec\u4f7f\u7528": [230, 232, 247], "\u7b97\u6cd5\u5c06\u8fd9\u4e9b\u9884\u6d4b\u5f52\u56e0\u4e8e\u8f93\u5165\u7684\u76f8\u5e94\u90e8\u5206": 230, "\u6b65\u957f\u8d8a\u5c0f": 230, "\u5f52\u56e0\u8d8a\u7ec6\u7c92\u5ea6": 230, "\u4f46\u901f\u5ea6\u8d8a\u6162": 230, "\u4e2d\u7684\u62c9\u5e03\u62c9\u591a\u7d22\u5f15": 230, "\u9009\u62e9\u8db3\u4ee5\u6539\u53d8\u5bf9\u8c61\u5916\u89c2\u7684\u5927\u5c0f": 230, "\u7528\u4e8e\u906e\u6321\u56fe\u50cf\u7684\u503c": 230, "\u5bf9\u5e94\u7070\u8272": 230, "attribution_dog": 230, "\u4e2d\u7684\u6ce2\u65af\u732b\u7d22\u5f15": 230, "attribution_cat": 230, "\u8fd8\u63d0\u4f9b\u4e86\u8bb8\u591a\u7b97\u6cd5": 230, "guidedbackprop": 230, "deeplift": 230, "gradientshap": 230, "\u6240\u6709\u8fd9\u4e9b\u7b97\u6cd5\u90fd\u662f": 230, "\u5728\u521d\u59cb\u5316\u65f6\u9700\u8981\u5c06\u60a8\u7684\u6a21\u578b\u4f5c\u4e3a\u53ef\u8c03\u7528\u7684": 230, "forward_func": 230, "\u4f20\u5165": 230, "\u5e76\u5177\u6709": 230, "\u8be5\u65b9\u6cd5\u4ee5\u7edf\u4e00\u7684\u683c\u5f0f\u8fd4\u56de\u5f52\u56e0\u7ed3\u679c": 230, "\u8ba9\u6211\u4eec\u53ef\u89c6\u5316\u8ba1\u7b97\u51fa\u7684\u56fe\u50cf\u5f52\u56e0\u7ed3\u679c": 230, "\u5b9e\u7528\u7a0b\u5e8f\u63d0\u4f9b\u4e86\u5f00\u7bb1\u5373\u7528\u7684\u65b9\u6cd5": 230, "\u7528\u4e8e\u53ef\u89c6\u5316\u56fe\u50cf\u548c\u6587\u672c\u8f93\u5165\u7684\u5f52\u56e0\u7ed3\u679c": 230, "\u5c06\u8ba1\u7b97\u51fa\u7684\u5f52\u56e0\u5f20\u91cf\u8f6c\u6362\u4e3a\u7c7b\u4f3c\u56fe\u50cf\u7684": 230, "vis_typ": 230, "vis_sign": 230, "\u4ee5\u663e\u793a\u4e24\u8005": 230, "\u6b63\u5f52\u56e0\u8868\u793a\u8be5\u533a\u57df\u7684\u5b58\u5728\u4f1a\u589e\u52a0\u9884\u6d4b\u5206\u6570": 230, "\u8d1f\u5f52\u56e0\u8868\u793a\u8be5\u533a\u57df\u7684\u7f3a\u5931\u4f1a\u589e\u52a0\u9884\u6d4b\u5206\u6570": 230, "\u6b63": 230, "\u8d1f\u5f52\u56e0\u6216\u5168\u90e8": 230, "\u5982\u679c\u60a8\u7684\u6570\u636e\u662f\u6587\u672c": 230, "visualize_text": 230, "\u63d0\u4f9b\u4e86\u4e00\u4e2a\u4e13\u7528\u89c6\u56fe": 230, "\u7528\u4e8e\u63a2\u7d22\u8f93\u5165\u6587\u672c\u7684\u5f52\u56e0": 230, "\u66f4\u591a\u4fe1\u606f\u8bf7\u8bbf\u95ee": 230, "imdb_torchtext_interpret": 230, "\u53ef\u4ee5\u5904\u7406": 230, "\u4e2d\u5305\u62ec\u89c6\u89c9": 230, "\u6587\u672c\u7b49\u5404\u79cd\u6a21\u6001\u7684\u5927\u591a\u6570\u6a21\u578b\u7c7b\u578b": 230, "\u60a8\u53ef\u4ee5": [230, 259], "\u5c06\u7279\u5b9a\u8f93\u51fa\u5f52\u56e0\u4e8e\u6a21\u578b\u8f93\u5165": 230, "\u5c06\u7279\u5b9a\u8f93\u51fa\u5f52\u56e0\u4e8e\u9690\u85cf\u5c42\u795e\u7ecf\u5143": 230, "\u53c2\u89c1": [230, 256], "\u53c2\u8003": [230, 256, 258], "\u5c06\u9690\u85cf\u5c42\u795e\u7ecf\u5143\u54cd\u5e94\u5f52\u56e0\u4e8e\u6a21\u578b\u8f93\u5165": 230, "\u6709\u5173\u652f\u6301\u65b9\u6cd5\u7684\u5b8c\u6574": 230, "\u548c\u6559\u7a0b\u5217\u8868": 230, "\u8bf7\u67e5\u9605\u6211\u4eec\u7684\u7f51\u7ad9": 230, "gilbert": 230, "tanner": 230, "\u7684\u53e6\u4e00\u7bc7\u6709\u7528\u6587\u7ae0": 230, "gilberttann": 230, "captum_recip": [230, 236], "carilli": 231, "\u63d0\u4f9b\u4e86\u6df7\u5408\u7cbe\u5ea6\u7684\u4fbf\u5229\u65b9\u6cd5": 231, "\u5176\u4e2d\u4e00\u4e9b\u64cd\u4f5c\u4f7f\u7528": 231, "\u800c\u53e6\u4e00\u4e9b\u64cd\u4f5c\u4f7f\u7528": 231, "\u4e00\u4e9b\u64cd\u4f5c": 231, "\u5982\u7ebf\u6027\u5c42\u548c\u5377\u79ef": 231, "\u4e0b\u8fd0\u884c\u901f\u5ea6\u66f4\u5feb": 231, "\u800c\u5176\u4ed6\u64cd\u4f5c": 231, "\u5982\u5f52\u7ea6\u64cd\u4f5c": 231, "\u901a\u5e38\u9700\u8981": 231, "\u7684\u52a8\u6001\u8303\u56f4": 231, "\u6df7\u5408\u7cbe\u5ea6\u8bd5\u56fe\u5c06\u6bcf\u4e2a\u64cd\u4f5c\u4e0e\u5176\u5408\u9002\u7684\u6570\u636e\u7c7b\u578b\u76f8\u5339\u914d": 231, "\u4ece\u800c\u51cf\u5c11\u7f51\u7edc\u7684\u8fd0\u884c\u65f6\u95f4\u548c\u5185\u5b58\u5360\u7528": 231, "\u901a\u5e38": [231, 248, 253, 260], "\u81ea\u52a8\u6df7\u5408\u7cbe\u5ea6\u8bad\u7ec3": 231, "\u540c\u65f6\u4f7f\u7528": 231, "\u672c\u6559\u7a0b\u6d4b\u91cf\u4e86\u4e00\u4e2a\u7b80\u5355\u7f51\u7edc\u5728\u9ed8\u8ba4\u7cbe\u5ea6\u4e0b\u7684\u6027\u80fd": 231, "\u7136\u540e\u901a\u8fc7\u6dfb\u52a0": 231, "\u4ee5\u6df7\u5408\u7cbe\u5ea6\u8fd0\u884c\u76f8\u540c\u7684\u7f51\u7edc": 231, "\u63d0\u9ad8\u6027\u80fd": 231, "\u60a8\u53ef\u4ee5\u4e0b\u8f7d\u5e76\u8fd0\u884c\u672c\u6559\u7a0b\u4f5c\u4e3a\u72ec\u7acb\u7684": 231, "\u552f\u4e00\u7684\u8981\u6c42\u662f": 231, "\u4ee5\u53ca\u652f\u6301": 231, "\u6df7\u5408\u7cbe\u5ea6\u4e3b\u8981\u53d7\u76ca\u4e8e\u652f\u6301\u5f20\u91cf\u6838\u5fc3\u7684\u67b6\u6784": 231, "ture": 231, "\u5728\u8fd9\u4e9b\u67b6\u6784\u4e0a": 231, "\u672c\u6559\u7a0b\u5e94\u663e\u793a\u663e\u8457\u7684": 231, "3\u500d": 231, "\u52a0\u901f": 231, "\u5728\u8f83\u65e9\u7684\u67b6\u6784": 231, "kepler": 231, "maxwel": 231, "pascal": 231, "\u60a8\u53ef\u80fd\u4f1a\u89c2\u5bdf\u5230\u9002\u5ea6\u7684\u52a0\u901f": 231, "\u53ef\u4ee5\u663e\u793a\u60a8\u7684": 231, "\u67b6\u6784": 231, "gc": 231, "\u8ba1\u65f6\u5de5\u5177": 231, "empty_cach": 231, "reset_max_memory_alloc": 231, "end_timer_and_print": 231, "local_msg": 231, "\u4ee5\u4e0b\u7ebf\u6027\u5c42\u548c": 231, "\u7684\u5e8f\u5217\u5e94\u8be5\u5728\u6df7\u5408\u7cbe\u5ea6\u4e0b\u663e\u793a\u52a0\u901f": 231, "make_model": 231, "in_siz": 231, "out_siz": 231, "\u88ab\u9009\u62e9\u4e3a\u8db3\u591f\u5927\u7684\u503c": 231, "\u4ee5\u9971\u548c": 231, "\u5de5\u4f5c\u8d1f\u8f7d": 231, "\u5f53": [231, 245], "\u9971\u548c\u65f6": 231, "\u6df7\u5408\u7cbe\u5ea6\u63d0\u4f9b\u7684\u52a0\u901f\u6700\u5927": 231, "\u5c0f\u578b\u7f51\u7edc\u53ef\u80fd\u53d7": 231, "\u9650\u5236": 231, "\u6df7\u5408\u7cbe\u5ea6\u4e0d\u4f1a\u63d0\u9ad8\u6027\u80fd": 231, "\u8fd9\u4e9b\u5927\u5c0f\u8fd8\u88ab\u9009\u62e9\u4e3a\u7ebf\u6027\u5c42\u7684\u53c2\u4e0e\u7ef4\u5ea6\u662f": 231, "\u7684\u500d\u6570": [231, 248], "\u4ee5\u5141\u8bb8\u5728\u652f\u6301\u5f20\u91cf\u6838\u5fc3\u7684": 231, "\u4e0a\u4f7f\u7528\u5f20\u91cf\u6838\u5fc3": 231, "\u89c1\u4e0b\u9762\u7684": [231, 239], "\u7ec3\u4e60": 231, "\u6539\u53d8\u53c2\u4e0e\u5927\u5c0f": 231, "\u89c2\u5bdf\u6df7\u5408\u7cbe\u5ea6\u52a0\u901f\u7684\u53d8\u5316": 231, "\u5c1d\u8bd5": 231, "513": 231, "\u4ee5\u9ed8\u8ba4\u7cbe\u5ea6\u521b\u5efa\u6570\u636e": 231, "\u4e0b\u9762\u7684\u9ed8\u8ba4\u7cbe\u5ea6\u548c\u6df7\u5408\u7cbe\u5ea6\u8bd5\u9a8c\u4f7f\u7528\u76f8\u540c\u7684\u6570\u636e": 231, "\u542f\u7528\u6df7\u5408\u7cbe\u5ea6\u65f6": 231, "\u60a8\u4e0d\u9700\u8981\u624b\u52a8\u66f4\u6539\u8f93\u5165\u7684": 231, "\u4e0d\u4f7f\u7528": [231, 238], "\u4ee5\u4e0b\u7b80\u5355\u7f51\u7edc\u4ee5\u9ed8\u8ba4\u7cbe\u5ea6": 231, "\u6267\u884c\u6240\u6709\u64cd\u4f5c": 231, "\u8fd9\u91cc\u53ef\u4ee5\u9002\u5ea6\u63d0\u9ad8\u6027\u80fd": 231, "\u4f5c\u4e3a\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668": 231, "\u5141\u8bb8\u811a\u672c\u7684\u67d0\u4e9b\u533a\u57df\u4ee5\u6df7\u5408\u7cbe\u5ea6\u8fd0\u884c": 231, "\u5728\u8fd9\u4e9b\u533a\u57df\u4e2d": 231, "\u64cd\u4f5c\u4ee5": 231, "\u9009\u62e9\u7684": 231, "\u4ee5\u63d0\u9ad8\u6027\u80fd": 231, "\u540c\u65f6\u4fdd\u6301\u7cbe\u5ea6": 231, "\u4e3a\u6bcf\u4e2a\u64cd\u4f5c\u9009\u62e9\u7684\u7cbe\u5ea6\u4ee5\u53ca\u5728\u4ec0\u4e48\u60c5\u51b5\u4e0b\u9009\u62e9\u7684\u8be6\u7ec6\u4fe1\u606f": 231, "\u64cd\u4f5c\u53c2\u8003": 231, "\u6b64\u90e8\u5206\u4ec5\u7528\u4e8e\u8bf4\u660e": 231, "\u4e0b\u8fd0\u884c\u524d\u5411\u4f20\u9012": 231, "\u8f93\u51fa\u662f": 231, "\u56e0\u4e3a\u7ebf\u6027\u5c42": 231, "\u4e4b\u524d\u9000\u51fa": 231, "\u4e0d\u5efa\u8bae\u5728": 231, "\u4e0b\u8fdb\u884c\u53cd\u5411\u4f20\u64ad": 231, "\u53cd\u5411\u64cd\u4f5c\u4ee5": 231, "\u4e3a\u76f8\u5e94\u524d\u5411\u64cd\u4f5c\u9009\u62e9\u7684\u76f8\u540c": 231, "\u68af\u5ea6\u7f29\u653e": 231, "\u6709\u52a9\u4e8e\u9632\u6b62\u68af\u5ea6\u5e45\u5ea6\u8f83\u5c0f\u65f6\u5728\u6df7\u5408\u7cbe\u5ea6\u8bad\u7ec3\u4e2d\u88ab\u51b2\u5237\u4e3a\u96f6": 231, "\u4e0b\u6ea2": 231, "\u65b9\u4fbf\u5730\u6267\u884c\u68af\u5ea6\u7f29\u653e\u7684\u6b65\u9aa4": 231, "\u5728\u6536\u655b\u8fd0\u884c\u5f00\u59cb\u65f6\u4f7f\u7528\u9ed8\u8ba4\u53c2\u6570\u6784\u9020\u4e00\u4e2a": 231, "scaler": 231, "\u5982\u679c\u60a8\u7684\u7f51\u7edc\u5728\u9ed8\u8ba4": 231, "\u53c2\u6570\u4e0b\u65e0\u6cd5\u6536\u655b": 231, "\u8bf7\u63d0\u4ea4\u4e00\u4e2a": 231, "\u6574\u4e2a\u6536\u655b\u8fd0\u884c\u5e94\u8be5\u4f7f\u7528\u76f8\u540c\u7684": 231, "\u5982\u679c\u60a8\u5728\u540c\u4e00\u4e2a\u811a\u672c\u4e2d\u6267\u884c\u591a\u4e2a\u6536\u655b\u8fd0\u884c": 231, "\u6bcf\u4e2a\u8fd0\u884c\u5e94\u8be5\u4f7f\u7528\u4e00\u4e2a\u4e13\u7528\u7684\u65b0": 231, "\u5b9e\u4f8b\u662f\u8f7b\u91cf\u7ea7\u7684": 231, "\u7f29\u653e\u635f\u5931": 231, "\u5728\u7f29\u653e\u540e\u7684\u635f\u5931\u4e0a\u8c03\u7528": 231, "\u4ee5\u521b\u5efa\u7f29\u653e\u540e\u7684\u68af\u5ea6": 231, "\u9996\u5148\u5c06\u4f18\u5316\u5668\u5206\u914d\u7684\u53c2\u6570\u7684\u68af\u5ea6\u53cd\u7f29\u653e": 231, "\u5982\u679c\u8fd9\u4e9b\u68af\u5ea6\u4e0d\u5305\u542b": 231, "\u5219\u8c03\u7528": 231, "\u5426\u5219\u8df3\u8fc7": 231, "\u66f4\u65b0\u4e0b\u4e00\u6b21\u8fed\u4ee3\u7684\u7f29\u653e\u6bd4\u4f8b": 231, "\u4ee5\u4e0b\u8fd8\u6f14\u793a\u4e86": 231, "\u7684\u4e00\u4e2a\u53ef\u9009\u4fbf\u5229\u53c2\u6570": 231, "\u5982\u679c\u4e3a": 231, "\u7684\u8c03\u7528\u5c06\u6210\u4e3a\u65e0\u64cd\u4f5c": 231, "\u8fd9\u5141\u8bb8\u5728\u9ed8\u8ba4\u7cbe\u5ea6\u548c\u6df7\u5408\u7cbe\u5ea6\u4e4b\u95f4\u5207\u6362": 231, "\u800c\u65e0\u9700\u4f7f\u7528": 231, "\u8bed\u53e5": 231, "use_amp": 231, "\u6df7\u5408\u7cbe\u5ea6": 231, "\u4ea7\u751f\u7684\u6240\u6709\u68af\u5ea6\u90fd\u662f\u7f29\u653e\u8fc7\u7684": 231, "\u5982\u679c\u60a8\u5e0c\u671b\u5728": 231, "\u4e4b\u95f4\u68c0\u67e5\u6216\u4fee\u6539": 231, "\u53c2\u6570\u7684": 231, "\u60a8\u5e94\u8be5\u9996\u5148\u4f7f\u7528": 231, "unscale_": 231, "\u5bf9\u5b83\u4eec\u8fdb\u884c\u53cd\u7f29\u653e": 231, "0\u4e2aepoch": 231, "\u8fd9\u4e00\u90e8\u5206\u4ec5\u7528\u4e8e\u8bf4\u660e": 231, "\u4e0b\u8fd0\u884c\u524d\u5411\u4f20\u64ad": 231, "\u56e0\u4e3a\u7ebf\u6027\u5c42\u4f1a": 231, "\u5c42\u4f1a": 231, "\u4e0d\u63a8\u8350\u5728": 231, "\u53cd\u5411\u4f20\u64ad\u7684": 231, "\u5728\u4e0e\u5bf9\u5e94\u524d\u5411\u4f20\u64ad\u76f8\u540c\u7684": 231, "\u4e0b\u8fd0\u884c": 231, "\u8fd9\u91cc\u53ef\u4ee5\u7565\u5fae\u63d0\u9ad8\u6027\u80fd": 231, "\u8981\u4ee5\u4f4d\u7ea7\u7cbe\u5ea6\u4fdd\u5b58": 231, "\u6062\u590d\u542f\u7528\u4e86": 231, "\u7684\u8fd0\u884c": 231, "\u8bf7\u4f7f\u7528": [231, 246], "\u4fdd\u5b58\u65f6": 231, "\u7684\u72b6\u6001\u5b57\u5178\u4e0e\u901a\u5e38\u7684\u6a21\u578b\u548c\u4f18\u5316\u5668\u72b6\u6001\u5b57\u5178\u4e00\u8d77\u4fdd\u5b58": 231, "\u53ef\u4ee5\u5728\u8fed\u4ee3\u5f00\u59cb\u65f6": 231, "\u4efb\u4f55\u524d\u5411\u4f20\u64ad\u4e4b\u524d": 231, "\u6216\u5728\u8fed\u4ee3\u7ed3\u675f\u65f6": 231, "\u4e4b\u540e\u6267\u884c\u6b64\u64cd\u4f5c": 231, "\u6309\u9700\u5199\u5165\u68c0\u67e5\u70b9": 231, "\u6062\u590d\u65f6": 231, "\u7684\u72b6\u6001\u5b57\u5178\u4e0e\u6a21\u578b\u548c\u4f18\u5316\u5668\u72b6\u6001\u5b57\u5178\u4e00\u8d77\u52a0\u8f7d": 231, "\u6309\u9700\u8bfb\u53d6\u68c0\u67e5\u70b9": 231, "\u5982\u679c\u68c0\u67e5\u70b9\u662f\u4ece\u4e00\u4e2a\u6ca1\u6709\u4f7f\u7528": 231, "\u7684\u8fd0\u884c\u4e2d\u521b\u5efa\u7684": 231, "\u800c\u60a8\u60f3\u6062\u590d\u8bad\u7ec3\u65f6\u4f7f\u7528": 231, "\u50cf\u5f80\u5e38\u4e00\u6837\u4ece\u68c0\u67e5\u70b9\u52a0\u8f7d\u6a21\u578b\u548c\u4f18\u5316\u5668\u72b6\u6001": 231, "\u68c0\u67e5\u70b9\u4e0d\u4f1a\u5305\u542b\u5df2\u4fdd\u5b58\u7684": 231, "\u72b6\u6001": [231, 260], "\u4f7f\u7528\u4e00\u4e2a\u65b0\u7684": 231, "\u5982\u679c\u68c0\u67e5\u70b9\u662f\u4ece\u4e00\u4e2a\u4f7f\u7528\u4e86": 231, "\u800c\u60a8\u60f3\u6062\u590d\u8bad\u7ec3\u65f6\u4e0d\u4f7f\u7528": 231, "\u5e76\u5ffd\u7565\u5df2\u4fdd\u5b58\u7684": 231, "\u53ef\u4ee5\u5355\u72ec\u7528\u4e8e\u5305\u88c5\u63a8\u7406\u6216\u8bc4\u4f30\u7684\u524d\u5411\u4f20\u64ad": 231, "\u4e0d\u9700\u8981": 231, "\u81ea\u52a8\u6df7\u5408\u7cbe\u5ea6\u793a\u4f8b": 231, "\u4ee5\u4e86\u89e3\u9ad8\u7ea7\u7528\u4f8b": 231, "\u68af\u5ea6\u7d2f\u79ef": 231, "\u68af\u5ea6\u60e9\u7f5a": 231, "\u53cc\u5411\u53cd\u5411\u4f20\u64ad": 231, "\u5305\u542b\u591a\u4e2a\u6a21\u578b": 231, "\u4f18\u5316\u5668\u6216\u635f\u5931\u7684\u7f51\u7edc": 231, "\u591a": 231, "\u81ea\u5b9a\u4e49\u81ea\u52a8\u68af\u5ea6\u51fd\u6570": 231, "\u5982\u679c\u5728\u540c\u4e00\u4e2a\u811a\u672c\u4e2d\u6267\u884c\u591a\u4e2a\u6536\u655b\u8fd0\u884c": 231, "\u6bcf\u4e2a\u8fd0\u884c\u90fd\u5e94\u8be5\u4f7f\u7528\u4e00\u4e2a\u4e13\u7528\u7684\u65b0": 231, "\u5982\u679c\u60a8\u6b63\u5728\u4f7f\u7528\u8c03\u5ea6\u7a0b\u5e8f\u6ce8\u518c\u81ea\u5b9a\u4e49": 231, "\u8c03\u5ea6\u7a0b\u5e8f\u6559\u7a0b": 231, "\u60a8\u7684\u7f51\u7edc\u53ef\u80fd\u65e0\u6cd5\u5145\u5206\u5229\u7528": 231, "\u7684\u8ba1\u7b97\u80fd\u529b": 231, "\u56e0\u6b64\u53d7\u5230": 231, "\u7684\u9650\u5236": 231, "\u6027\u80fd\u7684\u5f71\u54cd\u5c06\u65e0\u5173\u7d27\u8981": 231, "\u4e00\u4e2a\u7c97\u7565\u7684\u7ecf\u9a8c\u6cd5\u5219\u662f": 231, "\u5c3d\u53ef\u80fd\u589e\u52a0\u6279\u91cf\u548c": 231, "\u6216\u7f51\u7edc\u5927\u5c0f": 231, "\u76f4\u5230\u4e0d\u4f1a\u53d1\u751f\u5185\u5b58\u4e0d\u8db3\u9519\u8bef": 231, "\u5c3d\u91cf\u907f\u514d\u8fc7\u591a\u7684": 231, "\u8c03\u7528\u6216\u4ece": 231, "\u5f20\u91cf\u6253\u5370\u503c": 231, "\u5c3d\u91cf\u907f\u514d\u5927\u91cf\u5c0f\u578b": 231, "\u64cd\u4f5c\u7684\u5e8f\u5217": 231, "\u5982\u679c\u53ef\u80fd": [231, 248], "\u8bf7\u5c06\u8fd9\u4e9b\u64cd\u4f5c\u5408\u5e76\u4e3a\u51e0\u4e2a\u5927\u578b": 231, "\u64cd\u4f5c": [231, 259], "\u60a8\u7684\u7f51\u7edc\u53ef\u80fd\u662f": 231, "\u8ba1\u7b97\u5bc6\u96c6\u578b\u7684": 231, "\u5927\u91cf": 231, "\u4f46\u60a8\u7684": 231, "\u6ca1\u6709\u5f20\u91cf\u6838\u5fc3": 231, "\u9884\u671f\u52a0\u901f\u6548\u679c\u4f1a\u964d\u4f4e": 231, "\u7684\u7ef4\u5ea6\u4e0d\u9002\u5408\u5f20\u91cf\u6838\u5fc3": 231, "\u8bf7\u786e\u4fdd\u53c2\u4e0e\u8ba1\u7b97\u7684": 231, "\u7684\u5927\u5c0f\u662f": 231, "\u5bf9\u4e8e\u5e26\u6709": 231, "\u8fd9\u53ef\u80fd\u662f\u4e00\u4e2a\u5fae\u5999\u7684\u95ee\u9898": 231, "\u65e9\u671f\u7248\u672c\u7684\u5377\u79ef\u4e5f\u6709\u7c7b\u4f3c\u7684\u5c3a\u5bf8\u9650\u5236": 231, "\u4ee5\u4fbf\u4f7f\u7528\u5f20\u91cf\u6838\u5fc3": 231, "\u4f46\u5bf9\u4e8e": 231, "\u53ca\u66f4\u9ad8\u7248\u672c": 231, "\u4e0d\u5b58\u5728\u6b64\u7c7b\u9650\u5236": 231, "\u4ee5\u83b7\u53d6\u6307\u5bfc": 231, "\u68c0\u67e5\u60a8\u7684\u7f51\u7edc\u662f\u5426\u7b26\u5408": 231, "\u9ad8\u7ea7\u7528\u4f8b": 231, "\u53e6\u8bf7\u53c2\u9605": 231, "\u4f18\u5148\u4f7f\u7528": 231, "\u5982\u679c\u60a8\u786e\u4fe1\u60a8\u7684": 231, "\u7528\u6cd5\u662f\u6b63\u786e\u7684": 231, "\u60a8\u53ef\u80fd\u9700\u8981\u63d0\u4ea4\u4e00\u4e2a": 231, "\u4f46\u5728\u8fd9\u6837\u505a\u4e4b\u524d": 231, "\u6536\u96c6\u4ee5\u4e0b\u4fe1\u606f\u4f1a\u5f88\u6709\u5e2e\u52a9": 231, "\u901a\u8fc7\u5c06": 231, "\u4f20\u9012\u7ed9\u5b83\u4eec\u7684\u6784\u9020\u51fd\u6570": 231, "\u5206\u522b\u7981\u7528": 231, "\u5e76\u67e5\u770b": 231, "\u662f\u5426\u4ecd\u7136\u5b58\u5728": 231, "\u5982\u679c\u60a8\u6000\u7591\u7f51\u7edc\u7684\u67d0\u4e00\u90e8\u5206": 231, "\u4e00\u4e2a\u590d\u6742\u7684\u635f\u5931\u51fd\u6570": 231, "\u6ea2\u51fa": 231, "\u8bf7\u5728": [231, 241], "\u4e2d\u8fd0\u884c\u8be5\u524d\u5411\u533a\u57df": 231, "\u6587\u6863\u5b57\u7b26\u4e32": 231, "\u7684\u6700\u540e\u4e00\u4e2a\u4ee3\u7801\u7247\u6bb5": 231, "\u5c55\u793a\u4e86\u5982\u4f55\u5f3a\u5236\u5b50\u533a\u57df\u5728": 231, "\u4e2d\u8fd0\u884c": [231, 258], "\u901a\u8fc7\u5728\u672c\u5730\u7981\u7528": 231, "\u5e76\u5c06\u5b50\u533a\u57df\u7684\u8f93\u5165\u8f6c\u6362\u4e3a": 231, "\u8bd5\u56fe\u6db5\u76d6\u6240\u6709\u53ef\u4ece\u4e2d\u53d7\u76ca\u6216\u9700\u8981\u8f6c\u6362\u7684": 231, "\u83b7\u5f97\u660e\u786e\u8986\u76d6\u7684": 231, "\u662f\u6839\u636e\u6570\u503c\u5c5e\u6027\u9009\u62e9\u7684": 231, "\u4f46\u4e5f\u57fa\u4e8e\u7ecf\u9a8c": 231, "\u5982\u679c\u60a8\u5728\u542f\u7528\u4e86": 231, "\u7684\u524d\u5411\u533a\u57df\u6216\u968f\u540e\u7684\u53cd\u5411\u4f20\u64ad\u4e2d\u770b\u5230\u7c7b\u578b\u4e0d\u5339\u914d\u9519\u8bef": 231, "\u90a3\u53ef\u80fd\u662f": 231, "\u6f0f\u6389\u4e86\u4e00\u4e2a": 231, "\u8bf7\u63d0\u4ea4\u4e00\u4e2a\u5305\u542b\u9519\u8bef\u56de\u6eaf\u7684": 231, "\u5728\u8fd0\u884c\u60a8\u7684\u811a\u672c\u4e4b\u524d": 231, "torch_show_cpp_stacktrac": 231, "\u4ee5\u63d0\u4f9b\u6709\u5173\u54ea\u4e2a\u540e\u7aef": 231, "\u5931\u8d25\u7684\u8be6\u7ec6\u4fe1\u606f": 231, "amp_recip": [231, 236], "\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u4f7f\u7528": 232, "\u6a21\u5757\u6765\u6d4b\u91cf\u548c\u6bd4\u8f83\u4ee3\u7801\u6027\u80fd\u7684\u5feb\u901f\u5165\u95e8\u6307\u5357": 232, "\u57fa\u51c6\u6d4b\u8bd5\u662f\u7f16\u5199\u4ee3\u7801\u65f6\u7684\u4e00\u4e2a\u91cd\u8981\u6b65\u9aa4": 232, "\u5b83\u5e2e\u52a9\u6211\u4eec\u9a8c\u8bc1\u4ee3\u7801\u662f\u5426\u6ee1\u8db3\u6027\u80fd\u9884\u671f": 232, "\u6bd4\u8f83\u89e3\u51b3\u540c\u4e00\u95ee\u9898\u7684\u4e0d\u540c\u65b9\u6cd5": 232, "\u5e76\u9632\u6b62\u6027\u80fd\u88c2\u5316": 232, "\u5bf9\u4e8e\u57fa\u51c6\u6d4b\u8bd5": 232, "\u4ee3\u7801\u6709\u8bb8\u591a\u9009\u62e9": 232, "\u5185\u7f6e\u7684": 232, "\u57fa\u51c6\u6d4b\u8bd5": [232, 239], "\u4ee3\u7801\u6709\u8bb8\u591a\u5bb9\u6613\u88ab\u5ffd\u89c6\u7684\u6ce8\u610f\u4e8b\u9879": 232, "\u4f8b\u5982\u7ba1\u7406\u7ebf\u7a0b\u6570\u91cf\u548c\u540c\u6b65": 232, "\u4e3a\u57fa\u51c6\u6d4b\u8bd5\u751f\u6210\u5f20\u91cf\u8f93\u5165\u53ef\u80fd\u76f8\u5f53\u7e41\u7410": 232, "\u672c\u6559\u7a0b\u6f14\u793a\u4e86\u5982\u4f55\u4f7f\u7528": 232, "\u6a21\u5757\u6765\u907f\u514d\u5e38\u89c1\u9519\u8bef": 232, "\u540c\u65f6\u66f4\u5bb9\u6613\u6bd4\u8f83\u4e0d\u540c\u4ee3\u7801\u7684\u6027\u80fd": 232, "\u4e3a\u57fa\u51c6\u6d4b\u8bd5\u751f\u6210\u8f93\u5165\u7b49": 232, "\u5982\u679c\u5c1a\u672a\u5b89\u88c5": [232, 244, 249, 251], "\u8bf7\u5148\u5b89\u88c5": 232, "\u5728\u64b0\u5199\u672c\u6587\u65f6": 232, "\u4e0d\u652f\u6301\u6279\u91cf\u6a21\u5f0f": 232, "\u56e0\u6b64\u6211\u4eec\u5c06\u6bd4\u8f83\u4f7f\u7528\u73b0\u6709": 232, "\u8fd0\u7b97\u7b26\u5b9e\u73b0\u5b83\u7684\u4e24\u79cd\u65b9\u6cd5": 232, "\u4e00\u79cd\u65b9\u6cd5\u4f7f\u7528": 232, "\u7684\u7ec4\u5408": 232, "\u53e6\u4e00\u79cd\u65b9\u6cd5\u4f7f\u7528": 232, "batched_dot_mul_sum": 232, "batched_dot_bmm": 232, "\u6a21\u5757\u5bf9\u4ee3\u7801\u8fdb\u884c\u57fa\u51c6\u6d4b\u8bd5": 232, "\u6211\u4eec\u5728\u8fd9\u91cc\u4fdd\u6301\u57fa\u51c6\u6d4b\u8bd5\u4ee3\u7801\u7b80\u5355": 232, "\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u6bd4\u8f83": 232, "mul_sum": 232, "\u6a21\u5757\u7684\u8bbe\u8ba1\u4f7f\u5f97\u5bf9\u4e8e\u90a3\u4e9b\u66fe\u7ecf\u4f7f\u7528\u8fc7": 232, "\u6a21\u5757\u7684\u4eba\u6765\u8bf4": 232, "\u5b83\u770b\u8d77\u6765\u5f88\u719f\u6089": 232, "\u5b83\u7684\u9ed8\u8ba4\u8bbe\u7f6e\u4f7f\u5f97\u5b83\u66f4\u5bb9\u6613\u4e14\u66f4\u5b89\u5168\u5730\u7528\u4e8e\u5bf9": 232, "\u4ee3\u7801\u8fdb\u884c\u57fa\u51c6\u6d4b\u8bd5": 232, "\u9996\u5148\u8ba9\u6211\u4eec\u5bf9\u6bd4\u4e00\u4e0b\u57fa\u672capi\u7684\u4f7f\u7528": 232, "0x7fb10400d0f0": 232, "379": 232, "0x7fb103d67048": 232, "\u867d\u7136\u57fa\u672c\u529f\u80fd\u7684api\u662f\u76f8\u540c\u7684": 232, "\u4f46\u662f\u8fd8\u662f\u6709\u4e00\u4e9b\u91cd\u8981\u7684\u533a\u522b": 232, "\u8fd4\u56de\u7684\u662f\u6bcf\u6b21\u8fd0\u884c\u7684\u65f6\u95f4": 232, "\u8fd4\u56de\u7684\u603b\u8fd0\u884c\u65f6\u95f4": 232, "\u6a21\u5757\u8fd8\u63d0\u4f9b\u4e86\u683c\u5f0f\u5316\u7684\u5b57\u7b26\u4e32\u8868\u793a": 232, "\u7528\u4e8e\u6253\u5370\u7ed3\u679c": 232, "\u53e6\u4e00\u4e2a\u91cd\u8981\u7684\u533a\u522b": 232, "\u4e5f\u662f\u7ed3\u679c\u4e0d\u540c\u7684\u539f\u56e0": 232, "\u662fpytorch\u57fa\u51c6\u6d4b\u8bd5\u6a21\u5757\u9ed8\u8ba4\u5728\u5355\u7ebf\u7a0b\u4e2d\u8fd0\u884c": 232, "\u53c2\u6570\u6765\u66f4\u6539\u7ebf\u7a0b\u6570\u91cf": 232, "\u63a5\u53d7\u51e0\u4e2a\u989d\u5916\u7684\u53c2\u6570": 232, "sub_label": 232, "\u8fd9\u4e9b\u53c2\u6570\u4f1a\u6539\u53d8\u8fd4\u56de\u7684\u6d4b\u91cf\u5bf9\u8c61\u7684__repr__": 232, "\u5e76\u7528\u4e8e\u5bf9\u7ed3\u679c\u8fdb\u884c\u5206\u7ec4": 232, "\u7a0d\u540e\u4f1a\u8be6\u7ec6\u4ecb\u7ecd": 232, "0x7fb103d54080": 232, "118": 232, "0x7fb16935d2e8": 232, "\u4f7f\u7528\u6240\u6709\u53ef\u7528\u7ebf\u7a0b\u8fd0\u884c": 232, "\u4f1a\u5f97\u5230\u4e0e": 232, "\u6a21\u5757\u7c7b\u4f3c\u7684\u7ed3\u679c": 232, "\u66f4\u91cd\u8981\u7684\u662f": 232, "\u54ea\u4e2a\u7248\u672c\u66f4\u5feb\u53d6\u51b3\u4e8e\u6211\u4eec\u4f7f\u7528\u591a\u5c11\u7ebf\u7a0b\u8fd0\u884c\u4ee3\u7801": 232, "\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u5728\u57fa\u51c6\u6d4b\u8bd5\u65f6": 232, "\u4f7f\u7528\u4e0e\u5b9e\u9645\u7528\u4f8b\u76f8\u7b26\u7684\u7ebf\u7a0b\u8bbe\u7f6e\u975e\u5e38\u91cd\u8981": 232, "\u53e6\u4e00\u4e2a\u9700\u8981\u8bb0\u4f4f\u7684\u91cd\u8981\u4e8b\u60c5\u662f": 232, "\u4e0a\u8fdb\u884c\u57fa\u51c6\u6d4b\u8bd5\u65f6": 232, "\u8981\u540c\u6b65cpu\u548ccuda": 232, "\u8ba9\u6211\u4eec\u518d\u6b21\u5728cuda\u5f20\u91cf\u4e0a\u8fd0\u884c\u4e0a\u9762\u7684\u57fa\u51c6\u6d4b\u8bd5": 232, "\u770b\u770b\u4f1a\u53d1\u751f\u4ec0\u4e48": 232, "2775": 232, "0x7fb10400d080": 232, "\u7ed3\u679c\u63ed\u793a\u4e86\u4e00\u4e9b\u6709\u8da3\u7684\u4e8b\u60c5": 232, "\u6a21\u5757\u8fd0\u884c": 232, "\u7248\u672c\u7684\u7b2c\u4e00\u6b21\u8fd0\u884c\u6bd4\u7b2c\u4e8c\u6b21\u8fd0\u884c\u6162\u5f88\u591a": 232, "\u9700\u8981\u8c03\u7528": 232, "\u7b2c\u4e00\u6b21\u8c03\u7528\u65f6\u9700\u8981\u52a0\u8f7d\u5b83": 232, "\u8fd9\u9700\u8981\u4e00\u4e9b\u65f6\u95f4": 232, "\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u5728\u57fa\u51c6\u6d4b\u8bd5\u4e4b\u524d\u505a\u4e00\u6b21\u9884\u70ed\u8fd0\u884c\u5f88\u91cd\u8981": 232, "\u6a21\u5757\u4e3a\u6211\u4eec\u5904\u7406\u4e86\u8fd9\u4e2a\u95ee\u9898": 232, "\u6a21\u5757\u548c": 232, "\u6a21\u5757\u4e4b\u95f4\u7ed3\u679c\u7684\u5dee\u5f02\u662f\u56e0\u4e3a": 232, "\u6a21\u5757\u6ca1\u6709\u540c\u6b65": 232, "\u56e0\u6b64\u53ea\u8ba1\u65f6\u4e86\u542f\u52a8\u5185\u6838\u7684\u65f6\u95f4": 232, "\u6a21\u5757\u4e3a\u6211\u4eec\u505a\u4e86\u540c\u6b65": 232, "\u91c7\u53d6\u81f3\u5c11": 232, "\u79d2\u7684\u5355\u6b21\u8fde\u7eed\u6d4b\u91cf": 232, "\u91c7\u53d6\u591a\u6b21\u6d4b\u91cf": 232, "\u5176\u603b\u65f6\u95f4\u81f3\u5c11\u4e3a": 232, "\u79d2": 232, "\u53ef\u901a\u8fc7": [232, 237], "\u53c2\u6570\u66f4\u6539": 232, "\u5e76\u4e14\u6d4b\u91cf\u5f00\u9500\u53ea\u5360\u603b\u4f53\u6d4b\u91cf\u7684\u4e00\u5c0f\u90e8\u5206": 232, "\u8fd9\u662f\u901a\u8fc7\u9996\u5148\u4ee5\u9012\u589e\u7684\u5faa\u73af\u6b21\u6570\u8fd0\u884c": 232, "\u76f4\u5230\u8fd0\u884c\u65f6\u95f4\u8fdc\u5927\u4e8e\u6d4b\u91cf\u5f00\u9500": 232, "\u8fd9\u4e5f\u8d77\u5230\u4e86\u70ed\u8eab\u7684\u4f5c\u7528": 232, "\u7136\u540e\u8fdb\u884c\u6d4b\u91cf\u76f4\u5230\u8fbe\u5230\u76ee\u6807\u65f6\u95f4": 232, "\u8fd9\u6709\u4e00\u4e2a\u6709\u7528\u7684\u7279\u6027": 232, "\u5373\u5b83\u6d6a\u8d39\u7684\u6570\u636e\u66f4\u5c11": 232, "\u5e76\u4e14\u5141\u8bb8\u6211\u4eec\u8ba1\u7b97\u7edf\u8ba1\u6570\u636e\u6765\u4f30\u8ba1\u6d4b\u91cf\u7684\u53ef\u9760\u6027": 232, "m0": 232, "\u6211\u4eec\u8fd8\u53ef\u4ee5\u67e5\u770b\u8fd4\u56de\u7684\u6d4b\u91cf\u5bf9\u8c61\u4e2d\u83b7\u5f97\u7684\u5404\u4e2a\u7edf\u8ba1\u6570\u636e": 232, "\u6211\u4eec\u4e00\u76f4\u5728\u6bd4\u8f83\u6211\u4eec\u7684\u4e24\u4e2a\u6279\u91cf\u70b9\u79ef\u7248\u672c\u5bf9\u540c\u4e00\u8f93\u5165\u7684\u8868\u73b0": 232, "\u5728\u5b9e\u8df5\u4e2d": 232, "\u6211\u4eec\u5e0c\u671b\u5c1d\u8bd5\u4e0d\u540c\u7684\u8f93\u5165\u7ec4\u5408\u4ee5\u53ca\u4e0d\u540c\u7684\u7ebf\u7a0b\u6570\u91cf": 232, "\u7c7b\u5e2e\u52a9\u6211\u4eec\u4ee5\u683c\u5f0f\u5316\u8868\u683c\u7684\u5f62\u5f0f\u663e\u793a\u591a\u4e2a\u6d4b\u91cf\u7ed3\u679c": 232, "\u5b83\u4f7f\u7528\u4e0a\u9762\u63cf\u8ff0\u7684\u6ce8\u91ca": 232, "\u6765\u5bf9\u8868\u683c\u8fdb\u884c\u5206\u7ec4\u548c\u7ec4\u7ec7": 232, "\u6765\u770b\u770b\u6211\u4eec\u7684\u51fd\u6570\u5728\u4e0d\u540c\u7684\u8f93\u5165\u5927\u5c0f\u548c\u7ebf\u7a0b\u6570\u91cf\u4e0b\u7684\u8868\u73b0\u5982\u4f55": 232, "274": 232, "748": 232, "432": 232, "22657": 232, "11899": 232, "609": 232, "23098": 232, "27246": 232, "267073": 232, "118823": 232, "189": 232, "2782": 232, "7471": 232, "11874": 232, "173": 232, "7264": 232, "27824": 232, "100060": 232, "121499": 232, "2773": 232, "12833": 232, "6295": 232, "27062": 232, "71804": 232, "120365": 232, "103": 232, "2804": 232, "6764": 232, "11871": 232, "6640": 232, "27592": 232, "73003": 232, "120083": 232, "\u4e0a\u9762\u7684\u7ed3\u679c\u8868\u660e": 232, "\u5bf9\u4e8e\u5728\u591a\u7ebf\u7a0b\u4e0a\u8fd0\u884c\u7684\u8f83\u5927\u5f20\u91cf": 232, "\u7684\u7248\u672c\u6548\u679c\u66f4\u597d": 232, "\u800c\u5bf9\u4e8e\u8f83\u5c0f\u548c": 232, "\u6216\u5355\u7ebf\u7a0b\u4ee3\u7801": 232, "\u53e6\u4e00\u4e2a\u7248\u672c\u6548\u679c\u66f4\u597d": 232, "\u8fd8\u63d0\u4f9b\u4e86\u7528\u4e8e\u66f4\u6539\u8868\u683c\u683c\u5f0f\u7684\u51fd\u6570": 232, "trim_significant_figur": 232, "\u548c\u7b2c8\u8282\u4e2d\u63cf\u8ff0\u7684": 232, "callgrindstat": [232, 247], "\u6a21\u5757\u5e8f\u5217\u5316": 232, "\u8fd9\u4f7f\u5f97a": 232, "b\u6d4b\u8bd5\u53d8\u5f97\u5f88\u5bb9\u6613": 232, "\u56e0\u4e3a\u60a8\u53ef\u4ee5\u4ece\u4e24\u4e2a\u72ec\u7acb\u7684\u73af\u5883\u4e2d\u6536\u96c6\u6d4b\u91cf\u7ed3\u679c": 232, "\u5c06\u5b83\u4eec\u5e8f\u5217\u5316": 232, "\u7136\u540e\u5728\u5355\u4e2a\u73af\u5883\u4e2d\u52a0\u8f7d\u4e24\u8005": 232, "timer\u751a\u81f3\u63a5\u53d7\u4e00\u4e2a": 232, "\u6784\u9020\u51fd\u6570\u53c2\u6570": 232, "\u4ee5\u4fbf\u8fd9\u79cda": 232, "b\u6d4b\u8bd5\u53ef\u4ee5\u65e0\u7f1d\u8854\u63a5": 232, "\u5047\u8bbe": 232, "\u65b9\u6cd5\u4e0d\u662f\u4e24\u4e2apython\u51fd\u6570": 232, "\u800c\u662f": 232, "\u7684\u4e24\u4e2a\u4e0d\u540c\u7248\u672c": 232, "\u4e0b\u9762\u7684\u793a\u4f8b\u6f14\u793a\u4e86\u5982\u4f55\u8fdb\u884ca": 232, "b\u6d4b\u8bd5": 232, "\u4e3a\u4e86\u7b80\u5355\u8d77\u89c1": 232, "\u6211\u4eec\u53ea\u4f7f\u7528\u4e86\u4e00\u90e8\u5206\u6570\u636e": 232, "\u5e76\u7b80\u5355\u5730\u901a\u8fc7pickle\u6765\u56de\u4f20\u7ed3\u679c": 232, "\u800c\u4e0d\u662f\u5b9e\u9645\u4f7f\u7528\u591a\u4e2a\u73af\u5883\u5e76\u5c06\u7ed3\u679c\u5199\u5165\u78c1\u76d8": 232, "ab_test_result": 232, "dot_fn": 232, "ab_result": 232, "36000": 232, "40000": 232, "\u4ec5\u4e3a\u5c55\u793a\u53ef\u4ee5\u5c06\u4e4b\u524d\u6240\u6709\u7684\u7ed3\u679c\u901a\u8fc7": 232, "\u8fdb\u884c\u56de\u4f20": 232, "round_tripped_result": 232, "\u6b63\u5982\u6211\u4eec\u5728\u4e0a\u4e00\u8282\u4e2d\u770b\u5230\u7684": 232, "\u6839\u636e\u8f93\u5165\u5f20\u91cf\u7684\u4e0d\u540c": 232, "\u6027\u80fd\u5dee\u5f02\u53ef\u80fd\u4f1a\u5f88\u5927": 232, "\u5728\u591a\u4e2a\u4e0d\u540c\u7684\u8f93\u5165\u4e0a\u8fd0\u884c\u57fa\u51c6\u6d4b\u8bd5\u662f\u4e00\u4e2a\u597d\u4e3b\u610f": 232, "\u521b\u5efa\u6240\u6709\u8fd9\u4e9b\u8f93\u5165\u5f20\u91cf\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6": 232, "\u8fd9\u5c31\u662f": 232, "fuzzer": 232, "\u548c\u76f8\u5173\u7c7b\u7684\u7528\u6b66\u4e4b\u5730": 232, "\u8ba9\u6211\u4eec\u770b\u770b\u5982\u4f55\u4f7f\u7528": 232, "\u6765\u521b\u5efa\u4e00\u4e9b\u7528\u4e8e\u57fa\u51c6\u6d4b\u8bd5\u7684\u6d4b\u8bd5\u7528\u4f8b": 232, "fuzzedparamet": 232, "fuzzedtensor": 232, "parameteralia": 232, "\u751f\u6210\u968f\u673a\u5f20\u91cf": 232, "\u5143\u7d20\u6570\u91cf\u5728": 232, "10000000": 232, "\u5927\u5c0f": [232, 235], "k0": 232, "k1": 232, "\u5206\u5e03\u4e2d\u9009\u62e9": 232, "\u5176\u4e2d\u5e73\u5747": 232, "\u5c06\u662f\u4e0d\u8fde\u7eed\u7684": 232, "example_fuzz": 232, "minval": 232, "maxval": 232, "min_el": 232, "max_el": 232, "probability_contigu": 232, "tensor_param": 232, "discontigu": 232, "725": 232, "383": 232, "5039": 232, "1200": [232, 259], "2140": 232, "1296": 232, "41000": 232, "1598": 232, "519": 232, "763": 232, "141": 232, "1082": 232, "\u5b9a\u4e49\u81ea\u5df1\u7684": 232, "\u6709\u5f88\u5927\u7684\u7075\u6d3b\u6027": 232, "\u8fd9\u5bf9\u4e8e\u521b\u5efa\u5f3a\u5927\u7684\u8f93\u5165\u96c6\u8fdb\u884c\u57fa\u51c6\u6d4b\u8bd5\u975e\u5e38\u6709\u7528": 232, "\u4f46\u4e3a\u4e86\u8ba9\u4e8b\u60c5\u53d8\u5f97\u66f4\u7b80\u5355": 232, "\u57fa\u51c6\u6d4b\u8bd5\u6a21\u5757\u4e3a\u5e38\u89c1\u7684\u57fa\u51c6\u6d4b\u8bd5\u9700\u6c42\u63d0\u4f9b\u4e86\u4e00\u4e9b\u5185\u7f6e\u7684": 232, "\u8ba9\u6211\u4eec\u770b\u770b\u5982\u4f55\u4f7f\u7528\u5176\u4e2d\u4e00\u4e2a\u5185\u7f6e\u7684": 232, "op_fuzz": 232, "binaryopfuzz": 232, "473": 232, "12642115": 232, "8192": 232, "4800": 232, "20400": 232, "110000": 232, "400000": 232, "493": 232, "1100": [232, 247], "2440": 232, "870": 232, "2030": 232, "23600": 232, "24000": [232, 247], "62374": 232, "90000": 232, "240372": 232, "16000": 232, "40156": 232, "2670": 232, "\u4f18\u5316\u4ee3\u7801\u7684\u4e00\u4e2a\u6311\u6218\u662f\u65f6\u95f4\u7684\u53d8\u5316\u548c\u4e0d\u900f\u660e\u6027": 232, "\u6709\u8bb8\u591a\u4e0d\u786e\u5b9a\u6027\u7684\u6765\u6e90": 232, "\u4ece\u81ea\u9002\u5e94\u65f6\u949f\u901f\u5ea6\u5230\u4e0e\u5176\u4ed6\u8fdb\u7a0b\u7684\u8d44\u6e90\u4e89\u7528": 232, "\u7aef\u5230\u7aef\u65f6\u95f4\u5e76\u4e0d\u80fd\u63ed\u793a\u65f6\u95f4\u82b1\u8d39\u5728\u54ea\u91cc": 232, "\u800c\u8fd9\u6b63\u662f\u6211\u4eec\u5728\u4f18\u5316\u4ee3\u7801\u65f6\u611f\u5174\u8da3\u7684": 232, "\u4e00\u79cd\u8865\u5145\u65b9\u6cd5\u662f\u4e5f\u6536\u96c6\u6307\u4ee4\u8ba1\u6570": 232, "\u8fd9\u4e9b\u8ba1\u6570\u662f\u4e00\u79cd\u4ee3\u7406\u6307\u6807": 232, "\u5e76\u4e0d\u80fd\u6355\u83b7\u6027\u80fd\u7684\u6240\u6709\u65b9\u9762": 232, "\u4f8b\u5982\u5185\u5b58\u6216i": 232, "o\u7ed1\u5b9a\u4efb\u52a1": 232, "\u4f46\u5b83\u4eec\u786e\u5b9e\u5177\u6709\u4e00\u4e9b\u6709\u7528\u7684\u7279\u6027": 232, "\u6307\u4ee4\u8ba1\u6570\u662f\u53ef\u91cd\u590d\u7684": 232, "\u4e0d\u53d7\u73af\u5883\u53d8\u5316\u7684\u5f71\u54cd": 232, "\u5e76\u4e14\u53ef\u4ee5\u63d0\u4f9b\u5bf9\u7a0b\u5e8f\u5728\u54ea\u91cc\u82b1\u8d39\u5468\u671f\u7684\u7ec6\u7c92\u5ea6\u6d1e\u5bdf": 232, "\u4e3a\u4e86\u770b\u5230\u6307\u4ee4\u8ba1\u6570\u7684\u5b9e\u7528\u6027": 232, "\u8ba9\u6211\u4eec\u770b\u770b\u5982\u4f55\u51cf\u5c11": 232, "\u7684\u5f00\u9500": 232, "\u663e\u800c\u6613\u89c1\u7684\u89e3\u51b3\u65b9\u6848\u662f\u5c06\u5176\u79fb\u81f3": 232, "\u8fd9\u6837\u6211\u4eec\u5c31\u53ef\u4ee5\u907f\u514d\u5728": 232, "\u4e4b\u95f4\u591a\u6b21\u6765\u56de\u5207\u6362": 232, "\u6e90\u4ee3\u7801\u51e0\u4e4e\u662f\u76f8\u540c\u7684": 232, "\u4e2d\u6211\u4eec\u5fc5\u987b\u95ee\u7684\u4e00\u4e2a\u95ee\u9898\u662f": 232, "\u6211\u4eec\u662f\u901a\u8fc7\u503c\u8fd8\u662f\u5f15\u7528\u6765\u4f20\u9012\u53c2\u6570": 232, "batched_dot_src": 232, "batched_dot_mul_sum_v0": 232, "batched_dot_mul_sum_v1": 232, "\u63d0\u4f9b\u4e00\u4e2a\u5b9e\u7528\u7a0b\u5e8f\u6765": 232, "\u7f16\u8bd1": 232, "\u6e90\u4ee3\u7801\u4e3a": 232, "\u4f7f\u5f97\u6d4b\u8bd5\u6211\u4eec\u7684": 232, "\u5b9e\u73b0\u53d8\u5f97\u5f88\u5bb9\u6613": 232, "cpp_lib": 232, "extra_cflag": 232, "extra_include_path": 232, "\u9700\u8981\u77e5\u9053": 232, "\u5934\u6587\u4ef6\u7684\u4f4d\u7f6e": 232, "\u5c06\u521b\u5efa\u4e00\u4e2a\u5171\u4eab\u5bf9\u8c61": 232, "\u5e76\u52a0\u8f7d\u5230python\u4e2d": 232, "\u5f53\u6211\u4eec\u6536\u96c6\u6307\u4ee4\u8ba1\u6570\u65f6": 232, "timer\u5c06\u521b\u5efa\u4e00\u4e2a\u5b50\u8fdb\u7a0b": 232, "\u56e0\u6b64\u6211\u4eec\u9700\u8981\u91cd\u65b0\u5bfc\u5165\u5b83": 232, "\u5bf9\u4e8ec\u6269\u5c55": 232, "\u5bfc\u5165\u8fc7\u7a0b\u7565\u6709\u4e0d\u540c": 232, "\u4f46\u8fd9\u5c31\u662f\u6211\u4eec\u5728\u8fd9\u91cc\u6240\u505a\u7684": 232, "module_import_str": 232, "67631": 232, "importlib": 232, "spec_from_file_loc": 232, "module_from_spec": 232, "exec_modul": 232, "textwrap": 232, "pretty_print": 232, "machineri": 232, "t_baselin": 232, "\u8f6c\u79fb\u5230": [232, 247], "\u786e\u5b9e\u51cf\u5c11\u4e86\u5f00\u9500": 232, "\u4f46\u5f88\u96be\u5224\u65ad\u54ea\u79cd\u8c03\u7528\u7ea6\u5b9a\u66f4\u6709\u6548": 232, "\u4f7f\u7528\u5f15\u7528\u8c03\u7528": 232, "\u4f3c\u4e4e\u7a0d\u5feb\u4e00\u4e9b": 232, "\u4f46\u5728\u6d4b\u91cf\u8bef\u5dee\u8303\u56f4\u5185": 232, "\u6765\u786e\u5b9a\u54ea\u79cd\u65b9\u5f0f\u66f4\u597d": 232, "stats_v0": 232, "collect_callgrind": 232, "stats_v1": 232, "as_standard": [232, 247], "\u79fb\u9664\u4e86\u6587\u4ef6\u540d\u548c\u67d0\u4e9b\u8def\u5f84\u524d\u7f00": 232, "\u4f7f\u51fd\u6570\u7b26\u53f7\u66f4\u6613\u8bfb": 232, "\u5bf9\u6307\u4ee4\u8ba1\u6570\u8fdb\u884c\u5dee\u5206": 232, "denois": 232, "\u5219\u79fb\u9664\u4e86": 232, "\u89e3\u91ca\u5668\u4e2d\u5df2\u77e5\u5b58\u5728\u663e\u8457\u6296\u52a8\u7684\u51e0\u4e2a\u51fd\u6570": 232, "\u662f\u4e00\u4e2a\u8f6c\u6362\u51fd\u6570\u540d\u7684\u4fbf\u5229": 232, "\u5b83\u5728\u8fdb\u884c": 232, "ing": 232, "\u65f6\u5f88\u6709\u7528": 232, "\u56e0\u4e3a\u53ef\u4ee5\u589e\u52a0\u62b5\u6d88": 232, "\u540c\u65f6\u4e5f\u80fd\u63d0\u9ad8\u53ef\u8bfb\u6027": 232, "wrap_pybind_function_impl_": 232, "\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u6253\u5370\u9009\u9879\u6765\u63a7\u5236\u663e\u793a\u51fd\u6570\u7684\u591a\u5c11\u5185\u5bb9": 232, "linewidth": 232, "\u89e3\u6790\u540e": 232, "\u6307\u4ee4\u8ba1\u6570\u6e05\u695a\u5730\u8868\u660e": 232, "\u901a\u8fc7\u5f15\u7528\u4f20\u9012": 232, "\u66f4\u6709\u6548": 232, "\u56e0\u4e3a\u5b83\u8df3\u8fc7\u4e86\u4e00\u4e9b": 232, "\u4e2d\u95f4\u5f20\u91cf\u7684\u7c3f\u8bb0\u64cd\u4f5c": 232, "\u5e76\u4e14\u4e0e": 232, "\u4e5f\u66f4\u517c\u5bb9": 232, "\u8fd9\u4e0e\u6211\u4eec\u6709\u566a\u58f0\u65f6\u95f4\u89c2\u5bdf\u7ed3\u679c\u4e00\u81f4": 232, "valgrind_wrapp": [232, 247], "timer_interfac": [232, 247], "0x7fb0f06e7630": 232, "2392671": 232, "4367": 232, "rel_with_deb_info": [232, 247], "0x7fb10400d208": 232, "2378978": 232, "functioncount": [232, 247], "0x7fb1000ab358": 232, "0x000000000020d9e0": 232, "0x000000000020db10": 232, "integer_sequ": 232, "0ul": 232, "1ul": 232, "undefinedtensorimpl": 232, "reset_": 232, "5935": 232, "0x000000000022c0e0": 232, "13693": 232, "\u67e5\u770b\u5176\u4ed6\u6559\u7a0b\u7ee7\u7eed\u5b66\u4e60": 232, "changing_default_devic": 233, "\u6df1\u5ea6\u5b66\u4e60\u4f7f\u7528\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc": 234, "\u8fd9\u662f\u7531\u8bb8\u591a\u4e92\u8fde\u5355\u5143\u5c42\u7ec4\u6210\u7684\u8ba1\u7b97\u7cfb\u7edf": 234, "\u901a\u8fc7\u5c06\u6570\u636e\u4f20\u9012\u5230\u8fd9\u4e9b\u4e92\u8fde\u5355\u5143": 234, "\u795e\u7ecf\u7f51\u7edc\u80fd\u591f\u5b66\u4e60\u5982\u4f55\u8fd1\u4f3c\u5c06\u8f93\u5165\u8f6c\u6362\u4e3a\u8f93\u51fa\u6240\u9700\u7684\u8ba1\u7b97": 234, "\u53ef\u4ee5\u4f7f\u7528": [234, 238, 247], "\u5305\u6784\u5efa\u795e\u7ecf\u7f51\u7edc": 234, "\u63d0\u4f9b\u4e86\u4f18\u96c5\u8bbe\u8ba1\u7684\u6a21\u5757\u548c\u7c7b\u6765\u5e2e\u52a9\u60a8\u521b\u5efa\u548c\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc": 234, "\u4e2d\u6709\u5c42": 234, "\u4ee5\u53ca\u4e00\u4e2a\u8fd4\u56de": 234, "\u6765\u5b9a\u4e49\u4e00\u4e2a\u7528\u4e8e": 234, "hhttp": 234, "\u7684\u795e\u7ecf\u7f51\u7edc": 234, "\u5982\u679c\u8fd8\u6ca1\u6709\u5b89\u88c5": [234, 241, 242, 243, 250], "\u7684\u8bdd": 234, "\u6211\u4eec\u9700\u8981\u5148\u5b89\u88c5\u5b83": [234, 243, 244, 249, 250], "\u5bfc\u5165\u52a0\u8f7d\u6570\u636e\u6240\u9700\u7684\u6240\u6709\u5fc5\u8981\u5e93": [234, 237, 241, 242, 243, 244, 249, 250, 251], "\u53ca\u5176\u5b50\u6a21\u5757": [234, 241, 242, 243, 244, 249, 250], "\u6211\u4eec\u7684\u7f51\u7edc\u5c06\u8bc6\u522b\u56fe\u50cf": 234, "\u6211\u4eec\u5c06\u4f7f\u7528pytorch\u5185\u7f6e\u7684\u5377\u79ef\u8fc7\u7a0b": 234, "\u5377\u79ef\u5c06\u6bcf\u4e2a\u56fe\u50cf\u5143\u7d20\u4e0e\u5176\u5c40\u90e8\u90bb\u5c45\u76f8\u52a0": 234, "\u5e76\u7531\u4e00\u4e2a\u5c0f\u77e9\u9635": 234, "\u52a0\u6743": 234, "\u8be5\u5185\u6838\u53ef\u5e2e\u52a9\u6211\u4eec\u4ece\u8f93\u5165\u56fe\u50cf\u4e2d\u63d0\u53d6\u67d0\u4e9b\u7279\u5f81": 234, "\u5982\u8fb9\u7f18\u68c0\u6d4b": 234, "\u9510\u5229\u5ea6": 234, "\u6a21\u7cca\u5ea6\u7b49": 234, "\u5b9a\u4e49\u6a21\u578b\u7684": 234, "\u7c7b\u6709\u4e24\u4e2a\u8981\u6c42": 234, "\u7b2c\u4e00\u662f\u7f16\u5199\u4e00\u4e2a\u5f15\u7528": 234, "\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d": 234, "\u4f60\u5b9a\u4e49\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u5168\u8fde\u63a5\u5c42": 234, "\u4f7f\u7528\u5377\u79ef": 234, "\u6211\u4eec\u5c06\u5b9a\u4e49\u6211\u4eec\u7684\u6a21\u578b\u4ee5\u63a5\u53d71\u4e2a\u8f93\u5165\u56fe\u50cf\u901a\u9053": 234, "\u5e76\u8f93\u51fa\u4e0e\u6211\u4eec\u7684\u76ee\u6807\u76f8\u5339\u914d\u768410\u4e2a\u6807\u7b7e": 234, "\u8868\u793a0\u52309\u7684\u6570\u5b57": 234, "\u8fd9\u4e2a\u7b97\u6cd5\u7531\u4f60\u81ea\u5df1\u521b\u5efa": 234, "\u6211\u4eec\u5c06\u9075\u5faa\u6807\u51c6\u7684mnist\u7b97\u6cd5": 234, "\u7b2c\u4e00\u4e2a2d\u5377\u79ef\u5c42": 234, "\u63a5\u53d71\u4e2a\u8f93\u5165\u901a\u9053": 234, "\u8f93\u51fa32\u4e2a\u5377\u79ef\u7279\u5f81": 234, "\u4f7f\u75283x3\u7684\u65b9\u5f62\u6838": 234, "\u7b2c\u4e8c\u4e2a2d\u5377\u79ef\u5c42": 234, "\u63a5\u53d732\u4e2a\u8f93\u5165\u5c42": 234, "\u8f93\u51fa64\u4e2a\u5377\u79ef\u7279\u5f81": 234, "\u8bbe\u8ba1\u4e3a\u786e\u4fdd\u76f8\u90bb\u50cf\u7d20\u8981\u4e48\u5168\u4e3a0": 234, "\u8981\u4e48\u5168\u4e3a\u6fc0\u6d3b": 234, "\u5177\u6709\u4e00\u5b9a\u8f93\u5165\u6982\u7387": 234, "\u7b2c\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42": 234, "\u7b2c\u4e8c\u4e2a\u5168\u8fde\u63a5\u5c42": 234, "\u8f93\u51fa\u6211\u4eec\u768410\u4e2a\u6807\u7b7e": 234, "my_nn": 234, "\u6211\u4eec\u5df2\u7ecf\u5b8c\u6210\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u5b9a\u4e49": 234, "\u73b0\u5728\u6211\u4eec\u5fc5\u987b\u5b9a\u4e49\u6570\u636e\u5982\u4f55\u901a\u8fc7\u5b83": 234, "\u5f53\u4f60\u4f7f\u7528pytorch\u6784\u5efa\u6a21\u578b\u65f6": 234, "\u4f60\u53ea\u9700\u8981\u5b9a\u4e49": 234, "\u5b83\u5c06\u6570\u636e\u4f20\u9012\u5230\u8ba1\u7b97\u56fe": 234, "\u5373\u6211\u4eec\u7684\u795e\u7ecf\u7f51\u7edc": 234, "\u8fd9\u5c06\u4ee3\u8868\u6211\u4eec\u7684\u524d\u5411\u7b97\u6cd5": 234, "\u51fd\u6570\u4e2d\u4f7f\u7528\u4efb\u4f55\u5f20\u91cf\u64cd\u4f5c": 234, "x\u8868\u793a\u6211\u4eec\u7684\u6570\u636e": 234, "\u5c06\u6570\u636e\u4f20\u9012\u7ed9conv1": 234, "\u5bf9x\u4f7f\u7528\u6574\u6d41\u7ebf\u6027\u6fc0\u6d3b\u51fd\u6570": 234, "\u5bf9x\u8fd0\u884c\u6700\u5927\u6c60\u5316": 234, "\u5c06\u6570\u636e\u4f20\u9012\u7ed9dropout1": 234, "\u5c55\u5e73x": 234, "start_dim": 234, "\u5c06\u6570\u636e\u4f20\u9012\u7ed9": 234, "\u5bf9x\u5e94\u7528softmax": 234, "\u4e3a\u4e86\u786e\u4fdd\u6211\u4eec\u5f97\u5230\u671f\u671b\u7684\u8f93\u51fa": 234, "\u8ba9\u6211\u4eec\u901a\u8fc7\u4e00\u4e9b\u968f\u673a\u6570\u636e\u6d4b\u8bd5\u6211\u4eec\u7684\u6a21\u578b": 234, "\u7b49\u540c\u4e8e\u4e00\u4e2a\u968f\u673a\u768428x28\u56fe\u50cf": 234, "random_data": 234, "\u8fd9\u4e2a\u7ed3\u679c\u5f20\u91cf\u4e2d\u7684\u6bcf\u4e2a\u6570\u5b57\u90fd\u7b49\u540c\u4e8e\u968f\u673a\u5f20\u91cf\u6240\u5173\u8054\u7684\u6807\u7b7e\u7684\u9884\u6d4b": 234, "\u795d\u8d3a\u4f60": [234, 242, 243, 250, 251], "\u4f60\u5df2\u7ecf\u6210\u529f\u5730\u5728pytorch\u4e2d\u5b9a\u4e49\u4e86\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc": 234, "\u67e5\u770b\u8fd9\u4e9b\u5176\u4ed6\u6559\u7a0b\u4ee5\u7ee7\u7eed\u5b66\u4e60": [234, 243], "\u662f\u4ec0\u4e48": [234, 236, 237, 252, 258], "\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b\u7528\u4e8e\u63a8\u7406": 234, "defining_a_neural_network": [234, 236], "\u60a8\u5c06\u770b\u5230\u5982\u4f55\u5229\u7528\u52a8\u6001\u91cf\u5316\u6765\u52a0\u901f": 235, "\u98ce\u683c\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u63a8\u7406": 235, "\u8fd9\u53ef\u4ee5\u51cf\u5c0f\u6a21\u578b\u6743\u91cd\u7684\u5927\u5c0f": 235, "\u5e76\u52a0\u5feb\u6a21\u578b\u6267\u884c\u901f\u5ea6": 235, "\u5728\u8bbe\u8ba1\u795e\u7ecf\u7f51\u7edc\u65f6": 235, "\u53ef\u4ee5\u505a\u51fa\u591a\u79cd\u6743\u8861": 235, "\u5728\u6a21\u578b\u5f00\u53d1\u548c\u8bad\u7ec3\u671f\u95f4": 235, "\u60a8\u53ef\u4ee5\u6539\u53d8\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u5c42\u6570\u548c\u53c2\u6570\u6570\u91cf": 235, "\u5728\u6a21\u578b\u5927\u5c0f\u548c": 235, "\u6216\u6a21\u578b\u5ef6\u8fdf\u6216\u541e\u5410\u91cf\u4e0e\u7cbe\u5ea6\u4e4b\u95f4\u8fdb\u884c\u6743\u8861": 235, "\u7531\u4e8e\u60a8\u9700\u8981\u91cd\u590d\u6a21\u578b\u8bad\u7ec3\u8fc7\u7a0b": 235, "\u56e0\u6b64\u8fd9\u79cd\u6539\u53d8\u9700\u8981\u5927\u91cf\u7684\u65f6\u95f4\u548c\u8ba1\u7b97\u8d44\u6e90": 235, "\u91cf\u5316\u4e3a\u60a8\u63d0\u4f9b\u4e86\u4e00\u79cd\u5728\u5df2\u77e5\u6a21\u578b\u4e0a\u5728\u6027\u80fd\u548c\u6a21\u578b\u7cbe\u5ea6\u4e4b\u95f4\u8fdb\u884c\u6743\u8861\u7684\u65b9\u5f0f": 235, "\u800c\u65e0\u9700\u91cd\u65b0\u8bad\u7ec3\u6a21\u578b": 235, "\u60a8\u53ef\u4ee5\u5728\u5355\u4e2a\u4f1a\u8bdd\u4e2d\u5c1d\u8bd5\u4e00\u4e0b": 235, "\u60a8\u80af\u5b9a\u4f1a\u663e\u8457\u51cf\u5c0f\u6a21\u578b\u5927\u5c0f": 235, "\u5e76\u53ef\u80fd\u5728\u4e0d\u4f1a\u635f\u5931\u592a\u591a\u7cbe\u5ea6\u7684\u60c5\u51b5\u4e0b\u83b7\u5f97\u663e\u8457\u7684\u5ef6\u8fdf\u51cf\u5c11": 235, "\u91cf\u5316\u7f51\u7edc\u610f\u5473\u7740\u5c06\u5176\u8f6c\u6362\u4e3a\u4f7f\u7528\u8f83\u4f4e\u7cbe\u5ea6\u7684\u6574\u6570\u8868\u793a\u5f62\u5f0f\u6765\u8868\u793a\u6743\u91cd\u548c": 235, "\u6216\u6fc0\u6d3b": 235, "\u8fd9\u53ef\u4ee5\u51cf\u5c0f\u6a21\u578b\u5927\u5c0f": 235, "\u5e76\u5141\u8bb8\u5728": 235, "\u4e0a\u4f7f\u7528\u66f4\u9ad8\u541e\u5410\u91cf\u7684\u6570\u5b66\u8fd0\u7b97": 235, "\u4ece\u6d6e\u70b9\u6570\u8f6c\u6362\u4e3a\u6574\u6570\u503c\u65f6": 235, "\u60a8\u5b9e\u9645\u4e0a\u662f\u5c06\u6d6e\u70b9\u6570\u4e58\u4ee5\u67d0\u4e2a\u6bd4\u4f8b\u56e0\u5b50": 235, "\u7136\u540e\u5c06\u7ed3\u679c\u820d\u5165\u4e3a\u6574\u6570": 235, "\u4e0d\u540c\u7684\u91cf\u5316\u65b9\u6cd5\u5728\u786e\u5b9a\u8be5\u6bd4\u4f8b\u56e0\u5b50\u7684\u65b9\u5f0f\u4e0a\u6709\u6240\u4e0d\u540c": 235, "\u8fd9\u91cc\u4ecb\u7ecd\u7684\u52a8\u6001\u91cf\u5316\u7684\u5173\u952e\u601d\u60f3\u662f": 235, "\u6211\u4eec\u5c06\u6839\u636e\u8fd0\u884c\u65f6\u89c2\u5bdf\u5230\u7684\u6570\u636e\u8303\u56f4\u52a8\u6001\u786e\u5b9a\u6fc0\u6d3b\u7684\u6bd4\u4f8b\u56e0\u5b50": 235, "\u8fd9\u53ef\u786e\u4fdd\u6bd4\u4f8b\u56e0\u5b50\u88ab": 235, "\u8c03\u6574": 235, "\u4e3a\u5c3d\u53ef\u80fd\u4fdd\u7559\u6bcf\u4e2a\u89c2\u5bdf\u5230\u7684\u6570\u636e\u96c6\u7684\u4fe1\u53f7": 235, "\u6a21\u578b\u53c2\u6570\u5728\u6a21\u578b\u8f6c\u6362\u671f\u95f4\u662f\u5df2\u77e5\u7684": 235, "\u5b83\u4eec\u4f1a\u63d0\u524d\u8f6c\u6362\u5e76\u4ee5": 235, "\u5f62\u5f0f\u5b58\u50a8": 235, "\u91cf\u5316\u6a21\u578b\u4e2d\u7684\u7b97\u672f\u8fd0\u7b97\u4f7f\u7528\u77e2\u91cf\u5316\u7684": 235, "\u6307\u4ee4\u5b8c\u6210": 235, "\u7d2f\u52a0\u901a\u5e38\u4f7f\u7528": 235, "\u6765\u907f\u514d\u6ea2\u51fa": 235, "\u5982\u679c\u4e0b\u4e00\u5c42\u662f\u91cf\u5316\u7684": 235, "\u5219\u5c06\u6b64\u8f83\u9ad8\u7cbe\u5ea6\u503c\u7f29\u653e\u56de": 235, "\u5982\u679c\u662f\u8f93\u51fa": 235, "\u5219\u5c06\u5176\u8f6c\u6362\u4e3a": 235, "\u52a8\u6001\u91cf\u5316\u76f8\u5bf9\u6765\u8bf4\u6ca1\u6709\u592a\u591a\u9700\u8981\u8c03\u6574\u7684\u53c2\u6570": 235, "\u56e0\u6b64\u975e\u5e38\u9002\u5408\u4f5c\u4e3a\u5c06": 235, "\u6a21\u578b\u8f6c\u6362\u4e3a\u90e8\u7f72\u7684\u6807\u51c6\u90e8\u5206\u6dfb\u52a0\u5230\u751f\u4ea7\u7ba1\u9053\u4e2d": 235, "\u672c\u793a\u4f8b\u4e2d\u91c7\u7528\u7684\u65b9\u6cd5\u7684\u5c40\u9650\u6027": 235, "\u672c\u793a\u4f8b\u63d0\u4f9b\u4e86\u5bf9": 235, "\u4e2d\u52a8\u6001\u91cf\u5316\u529f\u80fd\u7684\u5feb\u901f\u4ecb\u7ecd": 235, "\u4ee5\u53ca\u4f7f\u7528\u5b83\u7684\u5de5\u4f5c\u6d41\u7a0b": 235, "\u6211\u4eec\u7684\u91cd\u70b9\u662f\u89e3\u91ca\u7528\u4e8e\u8f6c\u6362\u6a21\u578b\u7684\u7279\u5b9a\u51fd\u6570": 235, "\u4e3a\u4e86\u7b80\u6d01\u548c\u6e05\u6670": 235, "\u6211\u4eec\u505a\u51fa\u4e86\u4e00\u4e9b\u91cd\u5927\u7b80\u5316": 235, "\u60a8\u5c06\u4ece\u4e00\u4e2a\u6700\u5c0f\u7684": 235, "\u7f51\u7edc\u5f00\u59cb": 235, "\u60a8\u53ea\u9700\u7528\u968f\u673a\u9690\u85cf\u72b6\u6001\u521d\u59cb\u5316\u7f51\u7edc": 235, "\u60a8\u5c06\u4f7f\u7528\u968f\u673a\u8f93\u5165\u6765\u6d4b\u8bd5\u7f51\u7edc": 235, "\u60a8\u4e0d\u4f1a\u5728\u672c\u6559\u7a0b\u4e2d\u8bad\u7ec3\u7f51\u7edc": 235, "\u60a8\u5c06\u770b\u5230": 235, "\u4e0e\u6211\u4eec\u5f00\u59cb\u65f6\u7684\u6d6e\u70b9\u7f51\u7edc\u76f8\u6bd4": 235, "\u91cf\u5316\u540e\u7684\u7f51\u7edc\u66f4\u5c0f\u4e14\u8fd0\u884c\u901f\u5ea6\u66f4\u5feb": 235, "\u91cf\u5316\u7f51\u7edc\u4ea7\u751f\u7684\u8f93\u51fa\u5f20\u91cf\u503c\u4e0e": 235, "\u7f51\u7edc\u8f93\u51fa\u7684\u503c\u5728\u540c\u4e00\u6570\u91cf\u7ea7": 235, "\u4f46\u6211\u4eec\u5e76\u672a\u5728\u8fd9\u91cc\u5c55\u793a\u8be5\u6280\u672f\u5728\u7ecf\u8fc7\u8bad\u7ec3\u7684": 235, "\u4e0a\u80fd\u591f\u4fdd\u7559\u8f83\u9ad8\u6a21\u578b\u7cbe\u5ea6\u7684\u60c5\u51b5": 235, "\u60a8\u5c06\u4e86\u89e3\u5982\u4f55\u8fdb\u884c\u52a8\u6001\u91cf\u5316": 235, "\u5e76\u80fd\u591f\u770b\u5230\u5185\u5b58\u4f7f\u7528\u548c\u5ef6\u8fdf\u65f6\u95f4\u7684\u6f5c\u5728\u51cf\u5c0f": 235, "\u5173\u4e8e\u8be5\u6280\u672f\u5728\u7ecf\u8fc7\u8bad\u7ec3\u7684": 235, "\u4e0a\u80fd\u591f\u4fdd\u7559\u8f83\u9ad8\u6a21\u578b\u7cbe\u5ea6\u7684\u6f14\u793a": 235, "\u5c06\u7559\u5f85\u66f4\u9ad8\u7ea7\u7684\u6559\u7a0b": 235, "\u5982\u679c\u60a8\u60f3\u76f4\u63a5\u8fdb\u5165\u66f4\u4e25\u683c\u7684\u5904\u7406": 235, "\u8bf7\u7ee7\u7eed\u5b66\u4e60": 235, "\u9ad8\u7ea7\u52a8\u6001\u91cf\u5316\u6559\u7a0b": 235, "\u672c\u793a\u4f8b\u5305\u542b": 235, "\u4e2a\u6b65\u9aa4": 235, "\u60a8\u5b9a\u4e49\u4e00\u4e2a\u975e\u5e38\u7b80\u5355\u7684": 235, "\u5bfc\u5165\u6a21\u5757": 235, "\u5e76\u5efa\u7acb\u4e00\u4e9b\u968f\u673a\u8f93\u5165\u5f20\u91cf": 235, "\u60a8\u5b9e\u4f8b\u5316\u4e00\u4e2a\u6d6e\u70b9\u6a21\u578b": 235, "\u7136\u540e\u521b\u5efa\u5176\u91cf\u5316\u7248\u672c": 235, "\u60a8\u663e\u793a\u6a21\u578b\u5927\u5c0f\u53d8\u5c0f\u4e86": 235, "\u60a8\u8fd0\u884c\u4e24\u4e2a\u6a21\u578b\u5e76\u6bd4\u8f83\u6a21\u578b\u8fd0\u884c\u65f6\u95f4": 235, "\u5ef6\u8fdf": 235, "\u60a8\u8fd0\u884c\u4e24\u4e2a\u6a21\u578b\u5e76\u6bd4\u8f83\u8f93\u51fa": 235, "\u8fd9\u662f\u4e00\u6bb5\u76f4\u63a5\u7684\u4ee3\u7801": 235, "\u7528\u4e8e\u4e3a\u672c\u793a\u4f8b\u7684\u5176\u4f59\u90e8\u5206\u505a\u51c6\u5907": 235, "\u6211\u4eec\u5728\u8fd9\u91cc\u5bfc\u5165\u7684\u552f\u4e00\u6a21\u5757\u662f": 235, "\u7684\u91cf\u5316\u7b97\u5b50\u548c\u8f6c\u6362\u51fd\u6570": 235, "\u6211\u4eec\u8fd8\u5b9a\u4e49\u4e86\u4e00\u4e2a\u975e\u5e38\u7b80\u5355\u7684": 235, "\u5e76\u8bbe\u7f6e\u4e86\u4e00\u4e9b\u8f93\u5165": 235, "\u5bfc\u5165\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u6a21\u5757": 235, "\u4e3a\u6f14\u793a\u76ee\u7684\u5b9a\u4e49\u4e00\u4e2a\u975e\u5e38\u7b80\u5355\u7684": 235, "\u6211\u4eec\u53ea\u662f\u5305\u88c5\u4e86": 235, "\u4e00\u5c42": 235, "\u6ca1\u6709\u9884\u5904\u7406\u6216\u540e\u5904\u7406": 235, "\u53d7\u5230\u4ee5\u4e0b\u6559\u7a0b\u7684\u542f\u53d1": 235, "\u5e8f\u5217\u6a21\u578b\u548c\u957f\u77ed\u671f\u8bb0\u5fc6\u7f51\u7edc\u6559\u7a0b": 235, "\u52a8\u6001\u91cf\u5316\u6559\u7a0b": 235, "lstm_for_demonstr": 235, "\u57fa\u672c\u7684\u957f\u77ed\u671f\u8bb0\u5fc6\u98ce\u683c\u6a21\u578b": 235, "\u53ea\u662f\u5305\u88c5\u4e86": 235, "\u4e0d\u5e94\u7528\u4e8e\u9664\u6f14\u793a\u4e4b\u5916\u7684\u4efb\u4f55\u5176\u4ed6\u7528\u9014": 235, "out_dim": 235, "29592": 235, "\u8bbe\u7f6e\u79cd\u5b50\u4ee5\u83b7\u5f97\u53ef\u91cd\u590d\u7ed3\u679c": 235, "\u5f62\u72b6\u53c2\u6570": 235, "model_dimens": 235, "sequence_length": 235, "lstm_depth": 235, "\u968f\u673a\u8f93\u5165\u6570\u636e": 235, "\u5b9e\u9645\u4e0a\u662f\u521d\u59cb\u9690\u85cf\u72b6\u6001\u548c\u521d\u59cb\u7ec6\u80de\u72b6\u6001\u7684\u5143\u7ec4": 235, "\u73b0\u5728\u6211\u4eec\u6765\u6267\u884c\u6709\u8da3\u7684\u90e8\u5206": 235, "\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a": 235, "float_lstm": 235, "\u7684\u6a21\u578b\u5b9e\u4f8b": 235, "\u7136\u540e\u6211\u4eec\u5c06\u5bf9\u5176\u8fdb\u884c\u91cf\u5316": 235, "\u5b83\u63a5\u53d7\u6a21\u578b": 235, "\u6211\u4eec\u5e0c\u671b\u91cf\u5316\u7684\u5b50\u6a21\u5757\u5217\u8868": 235, "\u5982\u679c\u5b58\u5728": 235, "\u4ee5\u53ca\u76ee\u6807\u6570\u636e\u7c7b\u578b": 235, "\u6b64\u51fd\u6570\u8fd4\u56de\u539f\u59cb\u6a21\u578b\u7684\u91cf\u5316\u7248\u672c": 235, "\u4f5c\u4e3a\u4e00\u4e2a\u65b0\u6a21\u5757": 235, "\u5c31\u8fd9\u4e48\u7b80\u5355": 235, "\u8fd9\u662f\u6211\u4eec\u7684\u6d6e\u70b9\u5b9e\u4f8b": 235, "\u8fd9\u662f\u6267\u884c\u91cf\u5316\u7684\u8c03\u7528": 235, "quantized_lstm": 235, "\u663e\u793a\u6240\u505a\u7684\u66f4\u6539": 235, "\u8fd9\u662f\u8be5\u6a21\u5757\u7684\u6d6e\u70b9\u7248\u672c": 235, "\u73b0\u5728\u662f\u91cf\u5316\u7248\u672c": 235, "\u6211\u4eec\u5df2\u7ecf\u91cf\u5316\u4e86\u6a21\u578b": 235, "\u8fd9\u7ed9\u6211\u4eec\u5e26\u6765\u4e86\u4ec0\u4e48\u597d\u5904": 235, "\u597d\u5904\u4e4b\u4e00\u662f\u6211\u4eec\u7528": 235, "\u548c\u4e00\u4e9b\u8bb0\u5f55\u7684\u6bd4\u4f8b\u56e0\u5b50": 235, "\u66ff\u6362\u4e86": 235, "\u6a21\u578b\u53c2\u6570": 235, "\u8fd9\u610f\u5473\u7740\u5b58\u50a8\u548c\u79fb\u52a8\u6570\u636e\u7684\u5927\u5c0f\u51cf\u5c0f\u4e86\u7ea6": 235, "\u4f7f\u7528\u9ed8\u8ba4\u503c\u65f6": 235, "\u4e0b\u9762\u663e\u793a\u7684\u51cf\u5c0f\u91cf\u5c06\u5c0f\u4e8e": 235, "\u4f46\u5982\u679c\u60a8\u5c06\u6a21\u578b\u5927\u5c0f\u589e\u52a0\u5230\u66f4\u5927\u503c": 235, "\u4f8b\u5982\u5c06": 235, "\u968f\u7740\u5b58\u50a8\u7684\u6a21\u578b\u5927\u5c0f\u8d8a\u6765\u8d8a\u591a\u5730\u7531\u53c2\u6570\u503c\u4e3b\u5bfc": 235, "\u51cf\u5c0f\u91cf\u5c06\u8d8b\u8fd1\u4e8e": 235, "\u500d": 235, "kb": [235, 239], "\u6bd4\u8f83\u5927\u5c0f": 235, "\u500d\u66f4\u5c0f": 235, "\u7b2c\u4e8c\u4e2a\u597d\u5904\u662f\u91cf\u5316\u6a21\u578b\u901a\u5e38\u4f1a\u8fd0\u884c\u5f97\u66f4\u5feb": 235, "\u8fd9\u662f\u7531\u4e8e\u591a\u79cd\u6548\u679c\u7684\u7ec4\u5408": 235, "\u81f3\u5c11\u5305\u62ec": 235, "\u51cf\u5c11\u4e86\u79fb\u52a8\u53c2\u6570\u6570\u636e\u6240\u82b1\u8d39\u7684\u65f6\u95f4": 235, "\u64cd\u4f5c\u66f4\u5feb": 235, "\u8fd9\u4e2a\u8d85\u7ea7\u7b80\u5355\u7684\u7f51\u7edc\u7684\u91cf\u5316\u7248\u672c\u8fd0\u884c\u901f\u5ea6\u66f4\u5feb": 235, "\u5bf9\u4e8e\u66f4\u590d\u6742\u7684\u7f51\u7edc\u901a\u5e38\u4e5f\u662f\u5982\u6b64": 235, "\u4f46\u6b63\u5982\u4ed6\u4eec\u6240\u8bf4": 235, "\u60a8\u7684\u91cc\u7a0b\u53ef\u80fd\u4f1a\u6709\u6240\u4e0d\u540c": 235, "\u8fd9\u53d6\u51b3\u4e8e\u8bb8\u591a\u56e0\u7d20": 235, "\u5305\u62ec\u6a21\u578b\u7684\u7ed3\u6784\u548c\u60a8\u8fd0\u884c\u7684\u786c\u4ef6": 235, "\u6bd4\u8f83\u6027\u80fd": 235, "\u6d6e\u70b9": 235, "\u6211\u4eec\u4e0d\u4f1a\u5728\u8fd9\u91cc\u4ed4\u7ec6\u67e5\u770b\u7cbe\u5ea6": 235, "\u56e0\u4e3a\u6211\u4eec\u4f7f\u7528\u7684\u662f\u968f\u673a\u521d\u59cb\u5316\u7684\u7f51\u7edc": 235, "\u800c\u4e0d\u662f\u7ecf\u8fc7\u6b63\u786e\u8bad\u7ec3\u7684\u7f51\u7edc": 235, "\u6211\u8ba4\u4e3a\u503c\u5f97\u5feb\u901f\u5c55\u793a\u4e00\u4e0b\u91cf\u5316\u7f51\u7edc\u786e\u5b9e\u4ea7\u751f\u4e86\u4e0e\u539f\u59cb\u7f51\u7edc": 235, "\u540c\u4e00\u6570\u91cf\u7ea7": 235, "\u7684\u8f93\u51fa\u5f20\u91cf\u503c": 235, "\u6709\u5173\u66f4\u8be6\u7ec6\u7684\u5206\u6790": 235, "\u8bf7\u53c2\u9605\u672c\u793a\u4f8b\u7ed3\u5c3e\u5904\u5f15\u7528\u7684\u66f4\u9ad8\u7ea7\u6559\u7a0b": 235, "\u8fd0\u884c\u6d6e\u70b9\u6a21\u578b": 235, "mag1": 235, "\u6a21\u578b\u4e2d\u8f93\u51fa\u5f20\u91cf\u503c\u7684\u7edd\u5bf9\u503c\u5747\u503c\u4e3a": 235, "\u8fd0\u884c\u91cf\u5316\u6a21\u578b": 235, "hidden2": 235, "mag2": 235, "\u6bd4\u8f83\u5b83\u4eec": 235, "mag3": 235, "\u8f93\u51fa\u5f20\u91cf\u4e4b\u95f4\u5dee\u503c\u7684\u7edd\u5bf9\u503c\u5747\u503c\u4e3a": 235, "\u6216\u5360": 235, "\u767e\u5206\u6bd4": 235, "\u6211\u4eec\u5df2\u7ecf\u89e3\u91ca\u4e86\u4ec0\u4e48\u662f\u52a8\u6001\u91cf\u5316": 235, "\u5b83\u5e26\u6765\u4e86\u4ec0\u4e48\u597d\u5904": 235, "\u60a8\u5df2\u7ecf\u4f7f\u7528": 235, "\u51fd\u6570\u5feb\u901f\u91cf\u5316\u4e86\u4e00\u4e2a\u7b80\u5355\u7684": 235, "\u8fd9\u662f\u5bf9\u8be5\u6750\u6599\u7684\u5feb\u901f\u548c\u9ad8\u7ea7\u5904\u7406": 235, "\u8981\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f": 235, "\u8bcd\u8bed\u8a00\u6a21\u578b\u6559\u7a0b": 235, "\u8bcd\u8bed\u8a00\u6a21\u578b": 235, "\u91cf\u5316\u4ecb\u7ecd": 235, "dynamic_quant": [235, 236], "loading_data_recip": [236, 237], "what_is_state_dict": [236, 250], "saving_and_loading_models_for_infer": [236, 243], "custom_dataset_transforms_load": 236, "save_load_across_devic": [236, 241], "saving_and_loading_a_general_checkpoint": [236, 242], "saving_multiple_models_in_one_fil": [236, 244], "warmstarting_model_using_parameters_from_a_different_model": [236, 249], "zeroing_out_gradi": [236, 251], "mobile_perf": 236, "\u5982\u4f55\u5728pytorch\u4e2d\u4f7f\u7528tensorboard": 236, "\u6027\u80fd\u8c03\u4f18\u6307\u5357": 236, "\u5728pytorch\u4e2d\u63a8\u7406\u5f62\u72b6": 236, "\u4f7f\u7528\u4e0d\u540c\u6a21\u578b\u7684\u53c2\u6570\u5bf9\u6a21\u578b\u8fdb\u884c\u70ed\u542f\u52a8": [236, 252], "\u4fdd\u5b58\u548c\u52a0\u8f7d\u901a\u7528\u68c0\u67e5\u70b9": [236, 252], "\u4e2d\u8de8\u8bbe\u5907\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b": 236, "\u521b\u5efa\u795e\u7ecf\u7f51\u7edc": [236, 252], "\u5728\u4e00\u4e2a\u6587\u4ef6\u4e2d\u4fdd\u5b58\u548c\u52a0\u8f7d\u591a\u4e2a\u6a21\u578b": [236, 252], "timer\u5feb\u901f\u5165\u95e8": 236, "\u8fdb\u884c\u6a21\u578b\u53ef\u89e3\u91ca\u6027": [236, 252], "\u52a8\u6001\u91cf\u5316": [236, 252], "sphx_glr_recipes_recipes_zeroing_out_gradi": 236, "\u4e2d\u6e05\u96f6\u68af\u5ea6": [236, 251], "\u4ece\u68c0\u67e5\u70b9\u52a0\u8f7d": [236, 252], "\u7684\u6280\u5de7": [236, 252], "\u4e2d\u4e3a": 236, "\u548c\u5f20\u91cf\u5b50\u7c7b\u63d0\u4f9b\u6269\u5c55\u70b9": 236, "\u81ea\u52a8\u6df7\u5408\u7cbe\u5ea6": [236, 252], "\u63d0\u4f9b\u4e86\u5e7f\u6cdb\u7684\u795e\u7ecf\u7f51\u7edc\u6784\u5efa\u6a21\u5757": 237, "\u5e76\u62e5\u6709\u7b80\u5355": 237, "\u76f4\u89c2\u4e14\u7a33\u5b9a\u7684": 237, "pytorch\u5305\u542b\u7528\u4e8e\u51c6\u5907\u548c\u52a0\u8f7d\u5e38\u89c1\u6570\u636e\u96c6\u7684\u5de5\u5177\u5305": 237, "\u4e3a\u8bad\u7ec3\u6a21\u578b\u63d0\u4f9b\u6570\u636e": 237, "\u6570\u636e\u52a0\u8f7d\u5de5\u5177\u7684\u6838\u5fc3\u7c7b\u4e3a": 237, "\u5b83\u8868\u793a\u6570\u636e\u96c6\u4e0a\u7684\u4e00\u4e2a": 237, "\u53ef\u8fed\u4ee3\u5bf9\u8c61": 237, "\u63d0\u4f9b\u4e86\u5185\u7f6e\u7684\u9ad8\u8d28\u91cf\u6570\u636e\u96c6": 237, "\u4f7f\u7528\u8fd9\u4e9b\u6570\u636e\u96c6\u53ef\u901a\u8fc7": 237, "\u672a\u6765\u4f1a\u6301\u7eed\u65b0\u589e": 237, "yesno": 237, "\u6211\u4eec\u5c06\u6f14\u793a\u5982\u4f55\u6709\u6548\u5730\u5c06\u6570\u636e\u4ece": 237, "\u52a0\u8f7d\u5230": 237, "\u6211\u4eec\u9700\u8981\u5b89\u88c5": 237, "\u4ee5\u8bbf\u95ee\u8be5\u6570\u636e\u96c6": 237, "\u5982\u679c\u5728googl": 237, "\u8bf7\u53d6\u6d88\u6ce8\u91ca\u4ee5\u4e0b\u884c": 237, "\u6839\u636e\u4f7f\u7528\u7684\u5185\u7f6e\u6570\u636e\u96c6": 237, "\u60a8\u8fd8\u53ef\u4ee5\u5b89\u88c5\u5e76\u5bfc\u5165": 237, "\u6570\u636e\u96c6\u5305\u542b\u4e00\u4e2a\u4eba\u8bf4\u5e0c\u4f2f\u6765\u8bed": 237, "\u5426": 237, "\u768460\u4e2a\u5f55\u97f3": 237, "\u6bcf\u4e2a\u5f55\u97f3\u957f\u5ea6\u4e3a8\u4e2a\u5355\u8bcd": 237, "\u521b\u5efa\u4e86\u4e00\u4e2a": 237, "openslr": 237, "waves_yesno": 237, "folder_in_arch": 237, "\u6570\u636e\u96c6\u4e2d\u7684\u6bcf\u4e2a\u6761\u76ee\u90fd\u662f\u4e00\u4e2a\u5143\u7ec4": 237, "\u5f62\u5f0f\u4e3a": 237, "\u6ce2\u5f62": 237, "\u91c7\u6837\u7387": 237, "\u60a8\u5fc5\u987b\u4e3a": 237, "\u6570\u636e\u96c6\u8bbe\u7f6e\u4e00\u4e2a": 237, "\u7528\u4e8e\u5b58\u653e\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u636e\u96c6": 237, "\u5176\u4ed6\u53c2\u6570\u662f\u53ef\u9009\u7684": 237, "\u663e\u793a\u4e86\u5b83\u4eec\u7684\u9ed8\u8ba4\u503c": 237, "\u4ee5\u4e0b\u662f\u5176\u4ed6\u53c2\u6570\u7684\u4e00\u4e9b\u6709\u7528\u4fe1\u606f": 237, "\u5982\u679c\u4e3atrue": 237, "\u5219\u4ece\u4e92\u8054\u7f51\u4e0b\u8f7d\u6570\u636e\u96c6\u5e76\u5c06\u5176\u653e\u5728root\u76ee\u5f55\u4e2d": 237, "\u5982\u679c\u6570\u636e\u96c6\u5df2\u4e0b\u8f7d": 237, "\u5219\u4e0d\u4f1a\u91cd\u65b0\u4e0b\u8f7d": 237, "\u8ba9\u6211\u4eec\u8bbf\u95ee": 237, "\u4e2d\u7684\u4e00\u4e2a\u6570\u636e\u70b9\u662f\u4e00\u4e2a\u5143\u7ec4": 237, "\u5176\u4e2d\u6807\u7b7e\u662f\u4e00\u4e2a\u6574\u6570\u5217\u8868": 237, "1\u8868\u793aye": 237, "0\u8868\u793ano": 237, "yesno_data": 237, "\u9009\u62e9\u6570\u636e\u70b9\u7f16\u53f73": 237, "\u7684\u793a\u4f8b": [237, 256], "waveform": 237, "sample_r": 237, "nlabel": 237, "\u5728\u5b9e\u8df5\u4e2d\u4f7f\u7528\u8fd9\u4e9b\u6570\u636e\u65f6": 237, "\u6700\u597d\u5c06\u6570\u636e\u5212\u5206\u4e3a": 237, "\u6570\u636e\u96c6\u548c": 237, "\u8fd9\u53ef\u786e\u4fdd\u60a8\u6709\u672a\u4f7f\u7528\u7684\u6570\u636e\u6765\u6d4b\u8bd5\u6a21\u578b\u7684\u6027\u80fd": 237, "\u73b0\u5728\u6211\u4eec\u53ef\u4ee5\u8bbf\u95ee\u6570\u636e\u96c6": 237, "\u6211\u4eec\u5fc5\u987b\u901a\u8fc7": 237, "\u4f20\u9012\u5b83": 237, "\u5c06\u6570\u636e\u96c6\u548c\u91c7\u6837\u5668\u7ec4\u5408\u5728\u4e00\u8d77": 237, "\u8fd4\u56de\u6570\u636e\u96c6\u4e0a\u7684\u4e00\u4e2a\u53ef\u8fed\u4ee3\u5bf9\u8c61": 237, "\u6211\u4eec\u7684\u6570\u636e\u73b0\u5728\u53ef\u4ee5\u4f7f\u7528": 237, "\u8fdb\u884c\u8fed\u4ee3": 237, "\u5728\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b\u65f6": 237, "\u8fd9\u5c06\u662f\u5fc5\u9700\u7684": 237, "\u60a8\u4f1a\u6ce8\u610f\u5230": 237, "\u5bf9\u8c61\u4e2d\u7684\u6bcf\u4e2a\u6570\u636e\u6761\u76ee\u90fd\u8f6c\u6362\u4e3a\u4e00\u4e2a\u5f20\u91cf": 237, "\u5176\u4e2d\u5305\u542b\u8868\u793a\u6ce2\u5f62": 237, "\u91c7\u6837\u7387\u548c\u6807\u7b7e\u7684\u5f20\u91cf": 237, "\u60a8\u53ef\u4ee5\u9009\u62e9\u53ef\u89c6\u5316\u6570\u636e": 237, "\u4ee5\u8fdb\u4e00\u6b65\u4e86\u89e3": 237, "\u795d\u8d3a\u60a8": [237, 241, 244, 249], "\u60a8\u5df2\u6210\u529f\u5728pytorch\u4e2d\u52a0\u8f7d\u6570\u636e": 237, "\u67e5\u770b\u8fd9\u4e9b\u5176\u4ed6\u6559\u7a0b": [237, 249, 250, 251], "\u7ee7\u7eed\u60a8\u7684\u5b66\u4e60": [237, 249], "\u5b9a\u4e49\u795e\u7ecf\u7f51\u7edc": 237, "pytorch\u4e2d\u7684state_dict": 237, "mikayla": [238, 245], "gawarecki": [238, 245], "\u5982\u679c\u4f60\u8981\u52a0\u8f7d\u4e00\u4e2a\u68c0\u67e5\u70b9\u5e76\u5e0c\u671b\u5c3d\u53ef\u80fd\u51cf\u5c11\u8ba1\u7b97\u548c\u5185\u5b58\u7684\u4f7f\u7528": 238, "\u672c\u6559\u7a0b\u5c06\u5206\u4eab\u4e00\u4e9b\u63a8\u8350\u7684\u505a\u6cd5": 238, "\u7279\u522b\u662f\u6211\u4eec\u5c06\u8ba8\u8bba\u4ee5\u4e0b\u51e0\u70b9": 238, "\u5173\u952e\u5b57\u53c2\u6570": 238, "\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668": [238, 248], "\u8ba9\u6211\u4eec\u8003\u8651\u4e00\u4e2a\u7b80\u5355\u7684": 238, "\u5b83\u5305\u542b\u4e00\u4e2a\u7ebf\u6027\u5c42\u5217\u8868": 238, "somemodul": 238, "\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u6f14\u793a\u4e86\u5982\u4f55\u4f7f\u7528": 238, "\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668\u548c": 238, "meta_m": 238, "\u5c06\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u4e0e\u4e0a\u9762\u7684\u8fdb\u884c\u6bd4\u8f83": 238, "\u7b2c\u4e8c\u4e2a\u793a\u4f8b\u6ca1\u6709\u4f7f\u7528\u4e0a\u9762\u5217\u51fa\u7684\u4efb\u4f55\u7279\u6027": 238, "\u56e0\u6b64\u5728\u52a0\u8f7d\u68c0\u67e5\u70b9\u65f6\u8ba1\u7b97\u548c\u5185\u5b58\u6548\u7387\u4f1a\u8f83\u4f4e": 238, "\u5728\u4e0b\u9762\u7684\u90e8\u5206\u4e2d": 238, "\u6211\u4eec\u5c06\u8be6\u7ec6\u8ba8\u8bba\u6bcf\u4e2a\u7279\u6027": 238, "\u8ba9\u6211\u4eec\u8003\u8651\u4f7f\u7528": 238, "\u52a0\u8f7d\u68c0\u67e5\u70b9\u65f6\u4f1a\u53d1\u751f\u4ec0\u4e48": 238, "\u4fdd\u5b58\u68c0\u67e5\u70b9\u65f6": 238, "\u5f20\u91cf\u5b58\u50a8\u4f1a\u88ab\u6807\u8bb0\u4e3a\u4fdd\u5b58\u65f6\u6240\u5728\u7684\u8bbe\u5907": 238, "\u5f20\u91cf\u5b58\u50a8\u5c06\u88ab\u52a0\u8f7d\u5230\u5b83\u4eec\u88ab\u6807\u8bb0\u7684\u8bbe\u5907\u4e0a": 238, "\u9664\u975e\u4f7f\u7528": 238, "\u6807\u5fd7\u8986\u76d6\u6b64\u884c\u4e3a": 238, "\u4e3a\u4e86\u89e3\u91ca\u65b9\u4fbf": 238, "\u6211\u4eec\u5047\u8bbe\u5f20\u91cf\u662f\u4fdd\u5b58\u5728": 238, "\u8fd9\u610f\u5473\u7740\u5728\u7b2c\u4e00\u884c\u4e2d": 238, "\u6240\u6709\u5f20\u91cf\u5b58\u50a8\u5c06\u88ab\u52a0\u8f7d\u5230": 238, "\u5185\u5b58\u4e2d": 238, "\u5728\u4ee5\u4e0b\u60c5\u51b5\u4e0b\u8fd9\u662f\u4e0d\u53ef\u53d6\u7684": 238, "\u5185\u5b58\u5c0f\u4e8e\u68c0\u67e5\u70b9\u7684\u5927\u5c0f": 238, "\u5728\u6267\u884c\u4e00\u4e9b\u6bcf\u5f20\u91cf\u5904\u7406\u4e4b\u524d\u7b49\u5f85\u6574\u4e2a\u68c0\u67e5\u70b9\u88ab\u52a0\u8f7d\u5230\u5185\u5b58\u4e2d": 238, "\u7684\u52a0\u8f7d\u65f6\u95f4": 238, "\u5173\u952e\u5b57\u53c2\u6570\u8bd5\u56fe\u89e3\u51b3\u4e0a\u8ff0\u4e24\u4e2a\u95ee\u9898": 238, "\u987e\u540d\u601d\u4e49": 238, "\u5173\u952e\u5b57\u53c2\u6570\u4f7f\u7528\u4e86": 238, "\u5b83\u5c06\u78c1\u76d8\u4e0a\u7684\u6587\u4ef6\u6620\u5c04\u5230\u865a\u62df\u5185\u5b58\u4e2d": 238, "\u5e76\u8ba9\u64cd\u4f5c\u7cfb\u7edf\u81ea\u52a8\u5904\u7406\u52a0\u8f7d\u548c\u5378\u8f7d\u5230\u7269\u7406\u5185\u5b58": 238, "\u5f53\u4f20\u9012\u6b64\u6807\u5fd7\u65f6": 238, "\u5f20\u91cf\u5b58\u50a8\u5c06\u88ab\u5185\u5b58\u6620\u5c04": 238, "\u5982\u4e0a\u6240\u8ff0": 238, "\u53ef\u4ee5\u4f7f\u7528\u6b64\u53c2\u6570\u5728\u4e0d\u5c06\u6240\u6709\u5f20\u91cf\u5b58\u50a8\u52a0\u8f7d\u5230": 238, "\u5185\u5b58\u4e2d\u7684\u60c5\u51b5\u4e0b\u5bf9\u68c0\u67e5\u70b9\u6267\u884c\u6bcf\u5f20\u91cf\u5904\u7406": 238, "my_special_routin": 238, "\u8fd9\u53ef\u80fd\u662f\u4e00\u4e2a\u66f4\u590d\u6742\u7684\u64cd\u4f5c": 238, "my_processing_funct": 238, "processed_t": 238, "\u8ba9\u6211\u4eec\u8003\u8651\u6a21\u5757\u7684\u521b\u5efa": 238, "\u8fd9\u5c06\u4e3a\u6240\u6709\u53c2\u6570": 238, "\u7f13\u51b2\u533a\u5206\u914d\u5185\u5b58\u5e76\u6839\u636e": 238, "\u4e2d\u5b9a\u4e49\u7684\u9ed8\u8ba4\u521d\u59cb\u5316\u65b9\u6848\u5bf9\u5176\u8fdb\u884c\u521d\u59cb\u5316": 238, "\u5f53\u6211\u4eec\u60f3\u8981\u52a0\u8f7d\u68c0\u67e5\u70b9\u65f6": 238, "\u8fd9\u662f\u6d6a\u8d39\u7684": 238, "\u539f\u56e0\u5982\u4e0b": 238, "\u521d\u59cb\u5316\u5185\u6838\u7684\u7ed3\u679c\u5c06\u88ab": 238, "\u8986\u76d6\u800c\u4ece\u672a\u88ab\u4f7f\u7528": 238, "\u56e0\u6b64\u521d\u59cb\u5316\u662f\u6d6a\u8d39\u7684": 238, "\u4e2d\u4e3a\u8fd9\u4e9b\u53c2\u6570": 238, "\u7f13\u51b2\u533a\u5206\u914d\u4e86\u5185\u5b58": 238, "\u4fdd\u5b58\u7684\u72b6\u6001\u5b57\u5178\u4e5f\u5728": 238, "\u4e2d\u4e3a\u68c0\u67e5\u70b9\u4e2d\u7684\u53c2\u6570": 238, "\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e24\u4e2a\u95ee\u9898": 238, "\u6211\u4eec\u53ef\u4ee5\u5728\u5b9e\u4f8b\u5316": 238, "tensor_attribut": 238, "\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668\u786e\u4fdd\u5de5\u5382\u8c03\u7528\u5c06\u88ab\u89c6\u4e3a\u4f20\u9012\u4e86\u6307\u5b9a\u7684": 238, "\u4f5c\u4e3a\u53c2\u6570": 238, "\u4e0a\u7684\u5f20\u91cf\u4e0d\u643a\u5e26\u6570\u636e": 238, "\u5b83\u4eec\u5177\u6709\u5f20\u91cf\u6240\u643a\u5e26\u7684\u5176\u4ed6\u5143\u6570\u636e": 238, "new_m": 238, "\u6211\u4eec\u8003\u8651\u52a0\u8f7d\u72b6\u6001\u5b57\u5178": 238, "\u901a\u5e38\u662f\u901a\u8fc7": 238, "param_in_model": 238, "param_in_state_dict": 238, "\u7684\u5c31\u5730\u590d\u5236\u5b9e\u73b0\u7684": 238, "\u8fd9\u610f\u5473\u7740\u72b6\u6001\u5b57\u5178\u4e2d\u5bf9\u5e94\u952e\u7684\u53c2\u6570": 238, "\u7f13\u51b2\u533a\u5c06\u88ab\u590d\u5236\u5230": 238, "\u4e2d\u7684\u53c2\u6570": 238, "\u7f13\u51b2\u533a": 238, "\u8bbe\u5907\u4e0a\u7684\u5f20\u91cf\u8fdb\u884c\u5c31\u5730\u590d\u5236\u662f\u65e0\u64cd\u4f5c\u7684": 238, "\u4e3a\u4e86\u907f\u514d\u8fd9\u79cd\u60c5\u51b5": [238, 239], "\u6211\u4eec\u53ef\u4ee5\u5728": [238, 258], "\u4e2d\u4f20\u9012": 238, "\u8fd9\u91cc\u7684\u4e00\u4e2a\u8b66\u544a\u662f": 238, "\u7531\u4e8e\u4f18\u5316\u5668\u6301\u6709\u5bf9": 238, "\u7684\u5f15\u7528": 238, "\u5982\u679c\u4f20\u9012\u4e86": 238, "\u5219\u5fc5\u987b\u5728\u4ece\u72b6\u6001\u5b57\u5178\u52a0\u8f7d\u6a21\u5757\u540e\u521d\u59cb\u5316\u4f18\u5316\u5668": 238, "set_swap_module_params_on_convers": [238, 245], "\u6765\u907f\u514d\u8fd9\u4e2a\u8b66\u544a": 238, "swap_tensor": 238, "\u63d0\u4f9b\u4e86\u66f4\u591a\u7ec6\u8282": 238, "\u8fd9\u4e00\u6b65\u5fc5\u987b\u5728": 238, "\u4e4b\u540e\u5b8c\u6210": 238, "\u5728\u7248\u672c": 238, "\u53ef\u4ee5\u8003\u8651\u8bbe\u7f6e": 238, "\u603b\u7ed3\u4e00\u4e0b": 238, "\u6211\u4eec\u5b66\u4e60\u4e86": [238, 245], "\u4ee5\u53ca\u5982\u4f55\u5728\u4ece\u68c0\u67e5\u70b9\u52a0\u8f7d\u6a21\u578b\u65f6\u4f7f\u7528\u8fd9\u4e9b\u5de5\u5177\u6765\u63d0\u9ad8\u6548\u7387": 238, "module_load_state_dict_tip": 238, "\u672c\u6559\u7a0b\u89e3\u91ca\u4e86\u5982\u4f55\u4f7f\u7528pytorch": 239, "\u5e76\u6d4b\u91cf\u6a21\u578b\u7b97\u5b50\u7684\u65f6\u95f4\u548c\u5185\u5b58\u6d88\u8017": 239, "\u5f53\u7528\u6237\u9700\u8981\u786e\u5b9a\u6a21\u578b\u4e2d\u6700\u8017\u8d39\u8d44\u6e90\u7684\u7b97\u5b50\u65f6": 239, "pytorch\u5305\u542b\u4e00\u4e2a\u7b80\u5355\u7684profil": 239, "api\u975e\u5e38\u6709\u7528": 239, "\u6211\u4eec\u5c06\u4f7f\u7528\u4e00\u4e2a\u7b80\u5355\u7684": 239, "\u6a21\u578b\u6765\u6f14\u793a\u5982\u4f55\u4f7f\u7528profiler\u5206\u6790\u6a21\u578b\u6027\u80fd": 239, "\u8981\u5b89\u88c5": 239, "\u8bf7\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4": 239, "\u5bfc\u5165\u6240\u6709\u5fc5\u9700\u7684\u5e93": 239, "\u5b9e\u4f8b\u5316\u4e00\u4e2a\u7b80\u5355\u7684resnet\u6a21\u578b": 239, "\u4f7f\u7528profiler\u5206\u6790\u5185\u5b58\u6d88\u8017": 239, "\u4f7f\u7528profiler\u5206\u6790\u957f\u65f6\u95f4\u8fd0\u884c\u7684\u4f5c\u4e1a": 239, "\u6a21\u578b\u5b9e\u4f8b": 239, "\u5e76\u4e3a\u5b83\u51c6\u5907\u4e00\u4e2a\u8f93\u5165": 239, "profiler\u901a\u8fc7\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668\u542f\u7528": 239, "\u5e76\u63a5\u53d7\u591a\u4e2a\u53c2\u6570": 239, "\u5176\u4e2d\u4e00\u4e9b\u6700\u6709\u7528\u7684\u53c2\u6570\u5982\u4e0b": 239, "\u8981\u5206\u6790\u7684\u6d3b\u52a8\u5217\u8868": 239, "pytorch\u7b97\u5b50": 239, "torchscript\u51fd\u6570\u548c\u7528\u6237\u5b9a\u4e49\u7684\u4ee3\u7801\u6807\u7b7e": 239, "\u8bbe\u5907\u4e0a\u7684cuda\u5185\u6838": 239, "\u662f\u5426\u8bb0\u5f55\u7b97\u5b50\u8f93\u5165\u7684\u5f62\u72b6": 239, "\u662f\u5426\u62a5\u544a\u6a21\u578b\u5f20\u91cf\u6240\u6d88\u8017\u7684\u5185\u5b58\u91cf": 239, "\u662f\u5426\u6d4b\u91cfcuda\u5185\u6838\u7684\u6267\u884c\u65f6\u95f4": 239, "\u5f53\u4f7f\u7528cuda\u65f6": 239, "profiler\u8fd8\u4f1a\u663e\u793a\u4e3b\u673a\u4e0a\u53d1\u751f\u7684\u8fd0\u884c\u65f6cuda\u4e8b\u4ef6": 239, "\u8ba9\u6211\u4eec\u770b\u770b\u5982\u4f55\u4f7f\u7528profiler\u5206\u6790\u6267\u884c\u65f6\u95f4": 239, "model_infer": 239, "\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668\u4e3a\u4efb\u610f\u4ee3\u7801\u8303\u56f4\u6dfb\u52a0\u7528\u6237\u63d0\u4f9b\u7684\u540d\u79f0\u6807\u7b7e": 239, "\u5728\u4e0a\u9762\u7684\u793a\u4f8b\u4e2d\u4f7f\u7528": 239, "\u4f5c\u4e3a\u6807\u7b7e": 239, "profiler\u5141\u8bb8\u68c0\u67e5\u5728\u4f7f\u7528profiler\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668\u5305\u88c5\u7684\u4ee3\u7801\u8303\u56f4\u5185\u6267\u884c\u671f\u95f4\u8c03\u7528\u4e86\u54ea\u4e9b\u7b97\u5b50": 239, "\u5982\u679c\u540c\u65f6\u5b58\u5728\u591a\u4e2a\u6d3b\u52a8\u7684profiler\u8303\u56f4": 239, "\u4f8b\u5982\u5728\u5e76\u884cpytorch\u7ebf\u7a0b\u4e2d": 239, "\u6bcf\u4e2aprofiling\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668\u53ea\u8ddf\u8e2a\u5176\u5bf9\u5e94\u8303\u56f4\u7684\u7b97\u5b50": 239, "profiler\u8fd8\u4f1a\u81ea\u52a8\u5206\u6790\u4f7f\u7528": 239, "_fork": 239, "\u542f\u52a8\u7684\u5f02\u6b65\u4efb\u52a1": 239, "\u4ee5\u53ca\u5728\u53cd\u5411\u4f20\u64ad\u8fc7\u7a0b\u4e2d\u4f7f\u7528": 239, "\u8c03\u7528\u542f\u52a8\u7684\u53cd\u5411\u4f20\u64ad\u7b97\u5b50": 239, "\u8ba9\u6211\u4eec\u6253\u5370\u51fa\u4e0a\u8ff0\u6267\u884c\u7684\u7edf\u8ba1\u4fe1\u606f": 239, "cpu_time_tot": 239, "\u8f93\u51fa\u5c06\u5982\u4e0b\u6240\u793a": 239, "\u7701\u7565\u4e86\u4e00\u4e9b\u5217": 239, "509m": 239, "503m": 239, "931m": 239, "597m": 239, "700m": 239, "585m": 239, "_convolut": 239, "450m": 239, "mkldnn_convolut": 239, "838m": 239, "114m": 239, "556m": 239, "693m": 239, "_batch_norm_impl_index": 239, "482m": 239, "724": 239, "100u": 239, "native_batch_norm": 239, "229m": 239, "109m": 239, "705": 239, "450u": 239, "332": 239, "631m": 239, "286u": 239, "668m": 239, "292m": 239, "988u": 239, "549m": 239, "group_by_input_shap": 239, "\u8fd9\u91cc\u6211\u4eec\u53ef\u4ee5\u770b\u5230": 239, "\u5982\u9884\u671f\u7684\u90a3\u6837": 239, "\u5927\u90e8\u5206\u65f6\u95f4\u90fd\u82b1\u5728\u4e86\u5377\u79ef\u4e0a": 239, "\u5bf9\u4e8e\u4f7f\u7528": 239, "\u652f\u6301\u7f16\u8bd1\u7684pytorch": 239, "\u7279\u522b\u662f\u5728": 239, "\u6ce8\u610f\u81ea\u8eabcpu\u65f6\u95f4\u548ccpu\u65f6\u95f4\u4e4b\u95f4\u7684\u533a\u522b": 239, "\u7b97\u5b50\u53ef\u4ee5\u8c03\u7528\u5176\u4ed6\u7b97\u5b50": 239, "\u81ea\u8eabcpu\u65f6\u95f4\u4e0d\u5305\u62ec\u5728\u5b50\u7b97\u5b50\u8c03\u7528\u4e2d\u82b1\u8d39\u7684\u65f6\u95f4": 239, "\u800c\u603bcpu\u65f6\u95f4\u5305\u62ec\u4e86\u5b83": 239, "\u4f60\u53ef\u4ee5\u901a\u8fc7\u5c06": 239, "\u8c03\u7528\u6765\u9009\u62e9\u6309\u81ea\u8eabcpu\u65f6\u95f4\u6392\u5e8f": 239, "\u8981\u83b7\u5f97\u66f4\u7ec6\u7c92\u5ea6\u7684\u7ed3\u679c\u5e76\u5305\u542b\u7b97\u5b50\u8f93\u5165\u5f62\u72b6": 239, "\u8bf7\u4f20\u9012": 239, "\u8fd9\u9700\u8981\u4f7f\u7528": 239, "\u8fd0\u884cprofil": 239, "\u8f93\u51fa\u53ef\u80fd\u5982\u4e0b\u6240\u793a": 239, "008m": 239, "956m": 239, "909m": 239, "834m": 239, "332m": 239, "303m": 239, "273m": 239, "233m": 239, "751m": 239, "\u51fa\u73b0\u4e86\u4e24\u6b21": 239, "\u5177\u6709\u4e0d\u540c\u7684\u8f93\u5165\u5f62\u72b6": 239, "profiler\u4e5f\u53ef\u7528\u4e8e\u5206\u6790\u5728gpu\u4e0a\u6267\u884c\u7684\u6a21\u578b\u7684\u6027\u80fd": 239, "\u7b2c\u4e00\u6b21\u4f7f\u7528cuda\u5206\u6790\u53ef\u80fd\u4f1a\u5e26\u6765\u989d\u5916\u7684\u5f00\u9500": 239, "\u7ed3\u679c\u8f93\u51fa": 239, "666m": 239, "484m": 239, "_convolution_nogroup": 239, "thnn_conv2d": 239, "thnn_conv2d_forward": 239, "im2col_kernel": 239, "844m": 239, "sgemm_32x32x32_nn": 239, "206m": 239, "sgemm_32x32x32_nn_vec": 239, "093m": 239, "015m": 239, "\u6ce8\u610f\u5728\u8f93\u51fa\u4e2d\u51fa\u73b0\u4e86\u8bbe\u5907\u4e0a\u7684\u5185\u6838": 239, "profiler\u8fd8\u53ef\u4ee5\u663e\u793a\u5728\u6267\u884c\u6a21\u578b\u7b97\u5b50\u671f\u95f4\u5206\u914d": 239, "\u6216\u91ca\u653e": 239, "\u7684\u5185\u5b58\u91cf": 239, "\u7531\u6a21\u578b\u5f20\u91cf\u4f7f\u7528": 239, "\u5728\u4e0b\u9762\u7684\u8f93\u51fa\u4e2d": 239, "\u5185\u5b58\u5bf9\u5e94\u4e8e\u7b97\u5b50\u5206\u914d": 239, "\u91ca\u653e": 239, "\u7684\u5185\u5b58": 239, "\u4e0d\u5305\u62ec\u5bf9\u5176\u4ed6\u7b97\u5b50\u7684\u5b50\u8c03\u7528": 239, "\u8981\u542f\u7528\u5185\u5b58\u5206\u6790\u529f\u80fd": 239, "self_cpu_memory_usag": 239, "max_pool2d_with_indic": 239, "572": 239, "resize_": 239, "064m": 239, "cpu_memory_usag": 239, "\u8f93\u51fa\u5982\u4e0b\u6240\u793a": [239, 260], "\u53ef\u4ee5\u5c06\u5206\u6790\u7ed3\u679c\u8f93\u51fa\u4e3a": 239, "\u8ddf\u8e2a\u6587\u4ef6": 239, "\u4f60\u53ef\u4ee5\u5728chrome\u8ddf\u8e2a\u67e5\u770b\u5668": 239, "\u4e2d\u68c0\u67e5\u5206\u6790\u7684\u7b97\u5b50\u548ccuda\u5185\u6838\u5e8f\u5217": 239, "\u53ef\u7528\u4e8e\u5206\u6790": 239, "\u5806\u6808\u8ddf\u8e2a": 239, "self_cuda_time_tot": 239, "439": 239, "_conv_forward": 239, "1051": 239, "_call_impl": 239, "016m": 239, "659m": 239, "\u6ce8\u610f\u5728": 239, "\u811a\u672c\u4e2d\u7684\u4e24\u4e2a\u5377\u79ef\u548c\u4e24\u4e2a\u8c03\u7528\u4f4d\u7f6e": 239, "\u8b66\u544a": 239, "\u5806\u6808\u8ddf\u8e2a\u4f1a\u589e\u52a0\u989d\u5916\u7684\u5206\u6790\u5f00\u9500": 239, "pytorch\u5206\u6790\u5668\u63d0\u4f9b\u4e86\u4e00\u4e2a\u989d\u5916\u7684api\u6765\u5904\u7406\u957f\u65f6\u95f4\u8fd0\u884c\u7684\u4f5c\u4e1a": 239, "\u4f8b\u5982\u8bad\u7ec3\u5faa\u73af": 239, "\u8ddf\u8e2a\u6240\u6709\u6267\u884c\u53ef\u80fd\u4f1a\u5f88\u6162": 239, "\u5e76\u5bfc\u81f4\u975e\u5e38\u5927\u7684\u8ddf\u8e2a\u6587\u4ef6": 239, "\u53ef\u4ee5\u4f7f\u7528\u53ef\u9009\u53c2\u6570": 239, "\u6307\u5b9a\u4e00\u4e2a\u51fd\u6570": 239, "\u8be5\u51fd\u6570\u4ee5\u6574\u6570\u53c2\u6570": 239, "\u6b65\u9aa4\u7f16\u53f7": 239, "\u4f5c\u4e3a\u8f93\u5165": 239, "\u5e76\u8fd4\u56de\u5206\u6790\u5668\u7684\u64cd\u4f5c": 239, "\u4f7f\u7528\u6b64\u53c2\u6570\u7684\u6700\u4f73\u65b9\u5f0f\u662f\u4f7f\u7528": 239, "\u5e2e\u52a9\u51fd\u6570": 239, "\u5b83\u53ef\u4ee5\u4e3a\u60a8\u751f\u6210\u4e00\u4e2a\u8ba1\u5212": 239, "\u8be5\u51fd\u6570\u4ee5\u5206\u6790\u5668\u7684\u5f15\u7528\u4f5c\u4e3a\u8f93\u5165": 239, "\u5e76\u5728\u6bcf\u6b21\u65b0\u7684\u8ddf\u8e2a\u51c6\u5907\u5c31\u7eea\u65f6\u7531\u5206\u6790\u5668\u8c03\u7528": 239, "\u4e3a\u4e86\u8bf4\u660e\u8be5api\u7684\u5de5\u4f5c\u539f\u7406": 239, "\u8ba9\u6211\u4eec\u9996\u5148\u8003\u8651\u4ee5\u4e0b\u4f7f\u7528": 239, "\u5e2e\u52a9\u51fd\u6570\u7684\u793a\u4f8b": 239, "\u5206\u6790\u5668\u5047\u8bbe\u957f\u65f6\u95f4\u8fd0\u884c\u7684\u4f5c\u4e1a\u7531\u4ece\u96f6\u5f00\u59cb\u7f16\u53f7\u7684\u6b65\u9aa4\u7ec4\u6210": 239, "\u4e0a\u9762\u7684\u793a\u4f8b\u4e3a\u5206\u6790\u5668\u5b9a\u4e49\u4e86\u4ee5\u4e0b\u64cd\u4f5c\u5e8f\u5217": 239, "\u544a\u8bc9\u5206\u6790\u5668\u5b83\u5e94\u8be5\u5ffd\u7565\u524d10\u4e2a\u6b65\u9aa4": 239, "\u7684\u9ed8\u8ba4\u503c\u4e3a\u96f6": 239, "\u6b65\u9aa4\u4e4b\u540e": 239, "\u5206\u6790\u5668\u5f00\u59cb\u6267\u884c\u5206\u6790\u5668\u5468\u671f": 239, "\u6bcf\u4e2a\u5468\u671f\u7531\u4e09\u4e2a\u9636\u6bb5\u7ec4\u6210": 239, "\u7a7a\u95f2": 239, "\u5728\u6b64\u9636\u6bb5\u5206\u6790\u5668\u4e0d\u6d3b\u52a8": 239, "\u5728\u6b64\u9636\u6bb5\u5206\u6790\u5668\u5f00\u59cb\u8ddf\u8e2a": 239, "\u4f46\u7ed3\u679c\u88ab\u4e22\u5f03": 239, "\u6b64\u9636\u6bb5\u7528\u4e8e\u4e22\u5f03\u5206\u6790\u5668\u5728\u8ddf\u8e2a\u5f00\u59cb\u65f6\u83b7\u5f97\u7684\u6837\u672c": 239, "\u56e0\u4e3a\u5b83\u4eec\u901a\u5e38\u7531\u989d\u5916\u7684\u5f00\u9500\u626d\u66f2": 239, "\u4e3b\u52a8\u8ddf\u8e2a": 239, "\u5728\u6b64\u9636\u6bb5\u5206\u6790\u5668\u8ddf\u8e2a\u548c\u8bb0\u5f55\u6570\u636e": 239, "\u53ef\u9009\u7684": 239, "\u53c2\u6570\u6307\u5b9a\u5468\u671f\u7684\u4e0a\u9650": 239, "\u96f6\u503c": 239, "\u5206\u6790\u5668\u5c06\u5c3d\u53ef\u80fd\u957f\u65f6\u95f4\u5730\u6267\u884c\u5468\u671f": 239, "\u5206\u6790\u5668\u5c06\u8df3\u8fc7\u524d15\u4e2a\u6b65\u9aa4": 239, "\u5728\u4e0b\u4e00\u6b65\u8fdb\u884c\u9884\u70ed": 239, "\u5728\u63a5\u4e0b\u6765\u76843\u4e2a\u6b65\u9aa4\u4e2d\u4e3b\u52a8\u8bb0\u5f55": 239, "\u518d\u8df3\u8fc7\u53e6\u59165\u4e2a\u6b65\u9aa4": 239, "\u5728\u53e6\u59163\u4e2a\u6b65\u9aa4\u4e2d\u4e3b\u52a8\u8bb0\u5f55": 239, "\u7531\u4e8e\u6307\u5b9a\u4e86": 239, "\u53c2\u6570\u503c": 239, "\u5206\u6790\u5668\u5c06\u5728\u524d\u4e24\u4e2a\u5468\u671f\u4e4b\u540e\u505c\u6b62\u8bb0\u5f55": 239, "\u5728\u6bcf\u4e2a\u5468\u671f\u7ed3\u675f\u65f6": 239, "\u5206\u6790\u5668\u8c03\u7528\u6307\u5b9a\u7684": 239, "\u51fd\u6570\u5e76\u5c06\u81ea\u8eab\u4f5c\u4e3a\u53c2\u6570\u4f20\u9012": 239, "\u6b64\u51fd\u6570\u7528\u4e8e\u5904\u7406\u65b0\u7684\u8ddf\u8e2a": 239, "\u901a\u8fc7\u83b7\u53d6\u8868\u8f93\u51fa\u6216\u5c06\u8f93\u51fa\u4fdd\u5b58\u5230\u78c1\u76d8\u4e0a\u7684\u8ddf\u8e2a\u6587\u4ef6": 239, "\u8981\u5411\u5206\u6790\u5668\u53d1\u9001\u4e0b\u4e00\u6b65\u5df2\u7ecf\u5f00\u59cb\u7684\u4fe1\u53f7": 239, "\u8bf7\u8c03\u7528": [239, 244, 246], "\u5f53\u524d\u5206\u6790\u5668\u6b65\u9aa4\u5b58\u50a8\u5728": 239, "\u4ee5\u4e0b\u793a\u4f8b\u663e\u793a\u4e86\u5982\u4f55\u4f7f\u7528\u4e0a\u8ff0\u6240\u6709\u6982\u5ff5": 239, "trace_": 239, "\u67e5\u770b\u4ee5\u4e0b\u6559\u7a0b\u4ee5\u7ee7\u7eed\u5b66\u4e60": 239, "\u5206\u6790\u5668": 239, "\u53ef\u89c6\u5316\u6a21\u578b": 239, "\u6570\u636e\u548c\u8bad\u7ec3": [239, 246], "profiler_recip": 239, "\u5728\u4f7f\u7528pytorch\u7f16\u5199\u6a21\u578b\u65f6": 240, "\u901a\u5e38\u4f1a\u9047\u5230\u67d0\u4e00\u5c42\u7684\u53c2\u6570\u53d6\u51b3\u4e8e\u524d\u4e00\u5c42\u8f93\u51fa\u7684\u5f62\u72b6\u7684\u60c5\u51b5": 240, "\u5c42\u7684": 240, "\u5fc5\u987b\u4e0e\u8f93\u5165\u7684": 240, "\u76f8\u5339\u914d": 240, "\u5bf9\u4e8e\u67d0\u4e9b\u5c42": 240, "\u5f62\u72b6\u8ba1\u7b97\u6d89\u53ca\u590d\u6742\u7684\u7b49\u5f0f": 240, "\u4f8b\u5982\u5377\u79ef\u8fd0\u7b97": 240, "\u4e00\u79cd\u89e3\u51b3\u65b9\u6cd5\u662f\u4f7f\u7528\u968f\u673a\u8f93\u5165\u8fdb\u884c\u524d\u5411\u4f20\u64ad": 240, "\u4f46\u8fd9\u5728\u5185\u5b58\u548c\u8ba1\u7b97\u65b9\u9762\u662f\u6d6a\u8d39\u7684": 240, "\u8bbe\u5907\u6765\u786e\u5b9a\u5c42\u7684\u8f93\u51fa\u5f62\u72b6": 240, "\u800c\u65e0\u9700\u5b9e\u9645\u5316\u4efb\u4f55\u6570\u636e": 240, "\u6240\u9700\u65f6\u95f4": 240, "\u89c2\u5bdf\u5230": 240, "\u7531\u4e8e\u6ca1\u6709\u5b9e\u9645\u5316\u6570\u636e": 240, "\u5373\u4f7f\u4f20\u5165\u4efb\u610f\u5927\u7684\u8f93\u5165": 240, "\u7528\u4e8e\u5f62\u72b6\u8ba1\u7b97\u7684\u65f6\u95f4\u4e5f\u4e0d\u4f1a\u663e\u8457\u6539\u53d8": 240, "t_larg": 240, "\u8003\u8651\u4ee5\u4e0b\u4efb\u610f\u7f51\u7edc": 240, "\u5c55\u5e73\u9664\u6279\u6b21\u7ef4\u5ea6\u5916\u7684\u6240\u6709\u7ef4\u5ea6": 240, "\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4e3a\u6bcf\u4e00\u5c42\u6ce8\u518c\u4e00\u4e2a\u524d\u5411\u94a9\u5b50\u6765\u6253\u5370\u8f93\u51fa\u7684\u5f62\u72b6": 240, "\u4ece\u800c\u67e5\u770b\u6574\u4e2a\u7f51\u7edc\u4e2d\u95f4\u5c42\u7684\u5f62\u72b6": 240, "fw_hook": 240, "\u7684\u8f93\u51fa\u5f62\u72b6\u4e3a": 240, "\u5728\u6b64torch": 240, "device\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668\u4e2d\u521b\u5efa\u7684\u4efb\u4f55\u5f20\u91cf\u90fd\u5c06\u5728meta\u8bbe\u5907\u4e0a": 240, "reasoning_about_shap": 240, "\u60a8\u53ef\u80fd\u9700\u8981\u5728\u4e0d\u540c\u7684\u8bbe\u5907\u4e4b\u95f4\u4fdd\u5b58\u548c\u52a0\u8f7d\u795e\u7ecf\u7f51\u7edc\u6a21\u578b": 241, "\u4f7f\u7528pytorch\u5728\u4e0d\u540c\u8bbe\u5907\u4e4b\u95f4\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b\u662f\u76f8\u5bf9\u76f4\u63a5\u7684": 241, "\u6211\u4eec\u5c06\u5c1d\u8bd5\u5728cpu\u548cgpu\u4e4b\u95f4\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b": 241, "\u4e3a\u4e86\u8ba9\u672c\u6559\u7a0b\u4e2d\u7684\u6bcf\u4e2a\u4ee3\u7801\u5757\u90fd\u80fd\u6b63\u786e\u8fd0\u884c": 241, "\u60a8\u5fc5\u987b\u5148\u5c06\u8fd0\u884c\u73af\u5883\u5207\u6362\u5230": 241, "\u6216\u66f4\u9ad8": 241, "\u5b8c\u6210\u540e": 241, "\u6211\u4eec\u9700\u8981\u5b89\u88c5\u5b83": [241, 242], "\u4fdd\u5b58\u548c\u52a0\u8f7d": 241, "\u4e3a\u4e86\u6f14\u793a": [241, 243, 244, 250], "\u6211\u4eec\u5c06\u521b\u5efa\u4e00\u4e2a\u7528\u4e8e\u8bad\u7ec3\u56fe\u50cf\u7684\u795e\u7ecf\u7f51\u7edc": [241, 242, 243, 244, 249, 250], "\u8981\u4e86\u89e3\u66f4\u591a\u4fe1\u606f": [241, 242, 243, 244, 249, 250, 251], "\u8bf7\u53c2\u9605\u5b9a\u4e49\u795e\u7ecf\u7f51\u7edc\u7684\u6559\u7a0b": [241, 243, 244, 249, 250], "\u5f53\u5728cpu\u4e0a\u52a0\u8f7d\u4f7f\u7528gpu\u8bad\u7ec3\u7684\u6a21\u578b\u65f6": 241, "\u8bf7\u5c06": 241, "\u6307\u5b9a\u4fdd\u5b58\u8def\u5f84": [241, 244, 249], "\u5f20\u91cf\u5e95\u5c42\u7684\u5b58\u50a8\u5c06\u4f7f\u7528": 241, "\u53c2\u6570\u52a8\u6001\u91cd\u65b0\u6620\u5c04\u5230cpu\u8bbe\u5907": 241, "\u5f53\u5728gpu\u4e0a\u52a0\u8f7d\u4f7f\u7528gpu\u8bad\u7ec3\u548c\u4fdd\u5b58\u7684\u6a21\u578b\u65f6": 241, "\u53ea\u9700\u4f7f\u7528": 241, "\u5c06\u521d\u59cb\u5316\u7684\u6a21\u578b\u8f6c\u6362\u4e3acuda\u4f18\u5316\u6a21\u578b": 241, "\u8bf7\u786e\u4fdd\u5bf9\u6240\u6709\u6a21\u578b\u8f93\u5165\u4f7f\u7528": 241, "\u4e3a\u6a21\u578b\u51c6\u5907\u6570\u636e": 241, "\u4f1a\u8fd4\u56de": 241, "\u5728gpu\u4e0a\u7684\u65b0\u526f\u672c": 241, "\u5b83\u4e0d\u4f1a\u8986\u76d6": 241, "\u8bf7\u8bb0\u4f4f\u624b\u52a8\u8986\u76d6\u5f20\u91cf": 241, "\u5f53\u5728gpu\u4e0a\u52a0\u8f7d\u4f7f\u7528cpu\u8bad\u7ec3\u548c\u4fdd\u5b58\u7684\u6a21\u578b\u65f6": 241, "\u51fd\u6570\u4e2d\u5c06": [241, 249], "\u53c2\u6570\u8bbe\u7f6e\u4e3a": [241, 249], "\u5c06\u6a21\u578b\u52a0\u8f7d\u5230\u7ed9\u5b9a\u7684gpu\u8bbe\u5907": 241, "\u5c06\u6a21\u578b\u7684\u53c2\u6570\u5f20\u91cf\u8f6c\u6362\u4e3acuda\u5f20\u91cf": 241, "\u8fd8\u8981\u786e\u4fdd\u5bf9\u6240\u6709\u6a21\u578b\u8f93\u5165\u4f7f\u7528": 241, "\u4e3acuda\u4f18\u5316\u7684\u6a21\u578b\u51c6\u5907\u6570\u636e": 241, "\u9009\u62e9\u60a8\u60f3\u7528\u7684gpu\u8bbe\u5907\u7f16\u53f7": 241, "\u662f\u4e00\u4e2a\u6a21\u578b\u5305\u88c5\u5668": 241, "\u53ef\u4ee5\u542f\u7528\u5e76\u884cgpu\u5229\u7528": 241, "\u8981\u901a\u7528\u5730\u4fdd\u5b58": 241, "\u8bf7\u4fdd\u5b58": 241, "\u60a8\u5c31\u53ef\u4ee5\u7075\u6d3b\u5730\u5c06\u6a21\u578b\u52a0\u8f7d\u5230\u4efb\u4f55\u8bbe\u5907": 241, "\u52a0\u8f7d\u5230\u4efb\u4f55\u60a8\u60f3\u8981\u7684\u8bbe\u5907": 241, "\u60a8\u5df2\u6210\u529f\u5728pytorch\u4e2d\u8de8\u8bbe\u5907\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b": 241, "\u4fdd\u5b58\u548c\u52a0\u8f7d\u901a\u7528\u68c0\u67e5\u70b9\u6a21\u578b\u7528\u4e8e\u63a8\u7406\u6216\u6062\u590d\u8bad\u7ec3\u53ef\u4ee5\u5e2e\u52a9\u4f60\u4ece\u4e0a\u6b21\u79bb\u5f00\u7684\u5730\u65b9\u7ee7\u7eed": 242, "\u5f53\u4fdd\u5b58\u901a\u7528\u68c0\u67e5\u70b9\u65f6": 242, "\u4f60\u5fc5\u987b\u4fdd\u5b58\u4e0d\u4ec5\u4ec5\u662f\u6a21\u578b\u7684": 242, "\u540c\u65f6\u4e5f\u5f88\u91cd\u8981\u4fdd\u5b58\u4f18\u5316\u5668\u7684": 242, "\u56e0\u4e3a\u5b83\u5305\u542b\u4e86\u5728\u6a21\u578b\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u66f4\u65b0\u7684\u7f13\u51b2\u533a\u548c\u53c2\u6570": 242, "\u6839\u636e\u4f60\u81ea\u5df1\u7684\u7b97\u6cd5": 242, "\u4f60\u53ef\u80fd\u8fd8\u9700\u8981\u4fdd\u5b58\u4f60\u79bb\u5f00\u65f6\u7684": 242, "\u6700\u65b0\u8bb0\u5f55\u7684\u8bad\u7ec3\u635f\u5931": 242, "\u5916\u90e8\u7684": 242, "\u5c42\u7b49\u7b49": 242, "\u8981\u4fdd\u5b58\u591a\u4e2a\u68c0\u67e5\u70b9": 242, "\u4f60\u5fc5\u987b\u5c06\u5b83\u4eec\u7ec4\u7ec7\u5728\u4e00\u4e2a\u5b57\u5178\u4e2d": 242, "\u6765\u5e8f\u5217\u5316\u8fd9\u4e2a\u5b57\u5178": 242, "\u4e00\u4e2a\u5e38\u89c1\u7684": 242, "\u7ea6\u5b9a\u662f\u4f7f\u7528": 242, "\u6587\u4ef6\u6269\u5c55\u540d\u6765\u4fdd\u5b58\u8fd9\u4e9b\u68c0\u67e5\u70b9": 242, "\u8981\u52a0\u8f7d\u8fd9\u4e9b\u9879\u76ee": 242, "\u9996\u5148\u521d\u59cb\u5316\u6a21\u578b\u548c\u4f18\u5316\u5668": [242, 244], "\u5728\u672c\u5730\u52a0\u8f7d\u5b57\u5178": [242, 244], "\u4ece\u8fd9\u91cc\u5f00\u59cb": [242, 244], "\u4f60\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u5730\u67e5\u8be2\u5b57\u5178\u6765\u8f7b\u677e\u8bbf\u95ee\u4fdd\u5b58\u7684\u9879\u76ee": 242, "\u5c31\u50cf\u4f60\u671f\u671b\u7684\u90a3\u6837": 242, "\u6211\u4eec\u5c06\u63a2\u7d22\u5982\u4f55\u4fdd\u5b58\u548c\u52a0\u8f7d\u591a\u4e2a\u68c0\u67e5\u70b9": 242, "\u5bf9\u4e8e\u8fd9\u4e2a\u793a\u4f8b": 242, "\u4e3a\u4e86\u793a\u4f8b": 242, "\u8bf7\u53c2\u9605\u5b9a\u4e49\u795e\u7ecf\u7f51\u7edc\u7684\u793a\u4f8b": 242, "\u6536\u96c6\u6240\u6709\u76f8\u5173\u4fe1\u606f\u5e76\u6784\u5efa\u5b57\u5178": [242, 244], "\u9644\u52a0\u4fe1\u606f": 242, "\u7136\u540e\u5728\u672c\u5730\u52a0\u8f7d\u5b57\u5178": [242, 244], "\u6216\u8005": [242, 247, 248, 257], "\u4f60\u5fc5\u987b\u8c03\u7528model": 242, "\u6765\u5c06dropout\u548c\u6279\u5f52\u4e00\u5316\u5c42\u8bbe\u7f6e\u4e3a\u8bc4\u4f30\u6a21\u5f0f": 242, "\u7136\u540e\u624d\u80fd\u8fd0\u884c\u63a8\u7406": 242, "\u5c06\u4f1a\u5f97\u5230\u4e0d\u4e00\u81f4\u7684\u63a8\u7406\u7ed3\u679c": 242, "\u5982\u679c\u4f60\u5e0c\u671b\u6062\u590d\u8bad\u7ec3": 242, "\u4ee5\u786e\u4fdd\u8fd9\u4e9b\u5c42\u5904\u4e8e\u8bad\u7ec3\u6a21\u5f0f": [242, 244], "\u4f60\u5df2\u7ecf\u6210\u529f\u4fdd\u5b58\u548c\u52a0\u8f7d\u4e86\u4e00\u4e2a\u901a\u7528\u68c0\u67e5\u70b9": 242, "\u5728pytorch\u4e2d\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b\u6709\u4e24\u79cd\u65b9\u6cd5": 243, "\u7b2c\u4e00\u79cd\u662f\u4fdd\u5b58\u548c\u52a0\u8f7d": 243, "\u7b2c\u4e8c\u79cd\u662f\u4fdd\u5b58\u548c\u52a0\u8f7d\u6574\u4e2a\u6a21\u578b": 243, "\u51fd\u6570\u4fdd\u5b58\u6a21\u578b\u7684": 243, "\u4e3a\u540e\u7eed\u6062\u590d\u6a21\u578b\u63d0\u4f9b\u8f83\u5927\u7684\u7075\u6d3b\u6027": 243, "\u4fdd\u5b58\u6a21\u578b\u7684\u63a8\u8350\u4f7f\u7528\u6b64\u65b9\u6cd5": 243, "\u56e0\u4e3a\u53ea\u9700\u8981\u4fdd\u5b58\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u7684\u5b66\u4e60\u53c2\u6570": 243, "\u5f53\u4fdd\u5b58\u548c\u52a0\u8f7d\u6574\u4e2a\u6a21\u578b\u65f6": 243, "\u4f60\u4f7f\u7528python": 243, "\u6a21\u5757\u4fdd\u5b58\u6574\u4e2a\u6a21\u5757": 243, "\u4f7f\u7528\u8fd9\u79cd\u65b9\u6cd5\u8bed\u6cd5\u6700\u76f4\u89c2": 243, "\u4ee3\u7801\u91cf\u6700\u5c11": 243, "\u4f46\u8fd9\u79cd\u65b9\u6cd5\u7684\u7f3a\u70b9\u662f\u5e8f\u5217\u5316\u7684\u6570\u636e\u4e0e\u4fdd\u5b58\u6a21\u578b\u65f6\u4f7f\u7528\u7684\u7279\u5b9a\u7c7b\u548c\u76ee\u5f55\u7ed3\u6784\u7ed1\u5b9a\u5728\u4e00\u8d77": 243, "\u539f\u56e0\u662fpickle\u4e0d\u4fdd\u5b58\u6a21\u578b\u7c7b\u672c\u8eab": 243, "\u800c\u662f\u4fdd\u5b58\u5305\u542b\u8be5\u7c7b\u7684\u6587\u4ef6\u7684\u8def\u5f84": 243, "\u8be5\u8def\u5f84\u5728\u52a0\u8f7d\u65f6\u4f7f\u7528": 243, "\u5f53\u5728\u5176\u4ed6\u9879\u76ee\u4e2d\u4f7f\u7528\u6216\u91cd\u6784\u540e": 243, "\u4ee3\u7801\u53ef\u80fd\u4f1a\u51fa\u73b0\u5404\u79cd\u5f02\u5e38\u5bfc\u81f4\u7a0b\u5e8f\u4e2d\u65ad": 243, "\u6211\u4eec\u5c06\u5c55\u793a\u4e24\u79cd\u65b9\u5f0f\u5982\u4f55\u5728pytorch\u4e2d\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b": 243, "\u8ba9\u6211\u4eec\u53ea\u4f7f\u7528": 243, "\u6765\u4fdd\u5b58\u548c\u52a0\u8f7d\u6211\u4eec\u7684\u6a21\u578b": 243, "\u8def\u5f84": 243, "state_dict_model": 243, "\u901a\u5e38\u4f7f\u7528": 243, "\u6587\u4ef6\u6269\u5c55\u540d\u6765\u4fdd\u5b58\u6a21\u578b": 243, "\u51fd\u6570\u63a5\u53d7\u4e00\u4e2a\u5b57\u5178\u5bf9\u8c61": 243, "\u800c\u4e0d\u662f\u4fdd\u5b58\u5bf9\u8c61\u7684\u8def\u5f84": 243, "\u8fd9\u610f\u5473\u7740\u4f60\u5fc5\u987b\u5148\u53cd\u5e8f\u5217\u5316\u4fdd\u5b58\u7684state_dict": 243, "\u7136\u540e\u518d\u4f20\u9012\u7ed9": 243, "\u4e0d\u80fd\u4f7f\u7528": 243, "\u6765\u52a0\u8f7d": 243, "\u8fd8\u8981\u8bb0\u4f4f": 243, "\u5728\u8fd0\u884c\u63a8\u7406\u4e4b\u524d": [243, 244], "\u4f60\u5fc5\u987b\u8c03\u7528": 243, "\u5c06dropout\u548cbatch": 243, "\u5426\u5219\u5c06\u5bfc\u81f4\u63a8\u7406\u7ed3\u679c\u4e0d\u4e00\u81f4": [243, 244], "\u73b0\u5728\u8ba9\u6211\u4eec\u5c1d\u8bd5\u5c06\u6574\u4e2a\u6a21\u578b\u8fdb\u884c\u4fdd\u5b58\u548c\u52a0\u8f7d": 243, "entire_model": 243, "\u540c\u6837\u8981\u8bb0\u4f4f\u5728\u8fd0\u884c\u63a8\u7406\u4e4b\u524d\u8c03\u7528": 243, "\u8bbe\u7f6e\u4e3a\u8bc4\u4f30\u6a21\u5f0f": 243, "\u4f60\u5df2\u7ecf\u6210\u529f\u5730\u5728pytorch\u4e2d\u4fdd\u5b58\u548c\u52a0\u8f7d\u4e86\u7528\u4e8e\u63a8\u7406\u7684\u6a21\u578b": 243, "pytorch\u4e2d\u4fdd\u5b58\u548c\u52a0\u8f7d\u901a\u7528\u68c0\u67e5\u70b9": 243, "pytorch\u4e2d\u5c06\u591a\u4e2a\u6a21\u578b\u4fdd\u5b58\u5728\u4e00\u4e2a\u6587\u4ef6\u4e2d": 243, "\u4fdd\u5b58\u548c\u52a0\u8f7d\u591a\u4e2a\u6a21\u578b": 244, "\u53ef\u4ee5\u5e2e\u52a9\u60a8\u91cd\u7528\u4e4b\u524d\u8bad\u7ec3\u8fc7\u7684\u6a21\u578b": 244, "\u5f53\u4fdd\u5b58\u7531\u591a\u4e2a": 244, "\u7ec4\u6210\u7684\u6a21\u578b\u65f6": 244, "\u4f8b\u5982\u751f\u6210\u5bf9\u6297\u7f51\u7edc": 244, "\u5e8f\u5217\u5230\u5e8f\u5217\u6a21\u578b\u6216\u6a21\u578b\u96c6\u5408\u65f6": 244, "\u60a8\u5fc5\u987b\u4fdd\u5b58\u6bcf\u4e2a\u6a21\u578b\u7684state_dict\u548c\u76f8\u5e94\u7684\u4f18\u5316\u5668": 244, "\u60a8\u8fd8\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u5730\u5c06\u5176\u9644\u52a0\u5230\u5b57\u5178\u4e2d\u6765\u4fdd\u5b58\u4efb\u4f55\u53ef\u80fd\u6709\u52a9\u4e8e\u6062\u590d\u8bad\u7ec3\u7684\u5176\u4ed6\u9879\u76ee": 244, "\u8981\u52a0\u8f7d\u6a21\u578b": 244, "\u60a8\u53ef\u4ee5\u50cf\u671f\u671b\u7684\u90a3\u6837\u7b80\u5355\u5730\u67e5\u8be2\u5b57\u5178\u6765\u8f7b\u677e\u8bbf\u95ee\u4fdd\u5b58\u7684\u9879\u76ee": 244, "\u6211\u4eec\u5c06\u6f14\u793a\u5982\u4f55\u4f7f\u7528pytorch\u5728\u4e00\u4e2a\u6587\u4ef6\u4e2d\u4fdd\u5b58\u591a\u4e2a\u6a21\u578b": 244, "\u6784\u5efa\u4e24\u4e2a\u53d8\u91cf\u7528\u4e8e\u6700\u7ec8\u4fdd\u5b58\u6a21\u578b": 244, "neta": [244, 249], "netb": [244, 249], "\u4e3a\u6211\u4eec\u521b\u5efa\u7684\u6bcf\u4e2a\u6a21\u578b\u6784\u5efa\u4f18\u5316\u5668": 244, "\u8bb0\u4f4f\u9996\u5148\u521d\u59cb\u5316\u6a21\u578b\u548c\u4f18\u5316\u5668": 244, "optimmodela": 244, "optimmodelb": 244, "\u60a8\u5fc5\u987b\u8c03\u7528": 244, "\u5c42\u8bbe\u7f6e\u4e3a\u8bc4\u4f30\u6a21\u5f0f": 244, "\u5982\u679c\u60a8\u5e0c\u671b\u6062\u590d\u8bad\u7ec3": 244, "\u60a8\u5df2\u7ecf\u6210\u529f\u5730\u5728pytorch\u4e2d\u4fdd\u5b58\u548c\u52a0\u8f7d\u4e86\u591a\u4e2a\u6a21\u578b": 244, "\u672c\u6559\u7a0b\u4ecb\u7ecd\u4e86\u4e00\u4e2a\u65b0\u7684\u5b9e\u7528\u51fd\u6570": 245, "\u4ee5\u53ca\u5728": 245, "\u4e2d\u96c6\u6210\u5b83\u7684\u4e24\u4e2a\u65b0\u6269\u5c55\u70b9": 245, "\u4ee5\u4e0b\u7b80\u79f0\u4e3a": 245, "\u5b9e\u7528\u51fd\u6570": 245, "\u5b83\u63a5\u53d7\u4e24\u4e2a": 245, "\u5f20\u91cf\u5e76\u4ea4\u6362\u5b83\u4eec": 245, "t2": 245, "\u4ea4\u6362\u524d": 245, "\u4ea4\u6362\u540e": 245, "\u4ea4\u6362\u4e86\u4e24\u4e2a\u5f20\u91cf\u7684": 245, "__slots__": 245, "\u4ee5\u53ca\u5b83\u4eec\u76f8\u5173\u7684": 245, "\u4e4b\u5916\u7684": 245, "\u5bf9\u8c61\u6301\u6709\u8be5\u6a21\u5757\u53c2\u6570\u7684\u5f15\u7528\u65f6": 245, "\u6b64\u5b9e\u7528\u51fd\u6570\u5c31\u5f88\u6709\u7528": 245, "\u5c31\u5730\u4fee\u6539\u4e86\u4efb\u4f55\u53c2\u6570": 245, "\u6301\u6709\u8fd9\u4e9b\u53c2\u6570\u5f15\u7528\u7684\u5bf9\u8c61\u5c06\u65e0\u6cd5\u770b\u5230\u66f4\u6539": 245, "\u4e00\u4e2a\u5178\u578b\u7684\u4f8b\u5b50\u662f\u4f18\u5316\u5668": 245, "\u5b83\u6301\u6709": 245, "\u53c2\u6570\u7684\u5f15\u7528": 245, "\u8fd9\u4f1a\u5bfc\u81f4\u4e00\u4e2a\u6f5c\u5728\u7684\u6b63\u786e\u6027\u95ee\u9898": 245, "\u4f1a\u65e0\u9519\u8bef\u8fd0\u884c": 245, "\u7684\u6743\u91cd\u4e0d\u4f1a\u88ab\u66f4\u65b0": 245, "\u4e2d\u7684\u6743\u91cd": 245, "\u4f18\u5316\u5668\u4e2d\u7684\u6743\u91cd": 245, "\u8fd9\u5305\u62ec\u6539\u53d8\u6a21\u5757\u8bbe\u5907\u7684\u65b9\u6cd5": 245, "\u6539\u53d8\u6a21\u5757": 245, "\u7684\u65b9\u6cd5": 245, "\u4ee5\u53ca\u5141\u8bb8\u6a21\u5757\u5b9e\u4f8b\u5316\u7684\u65b9\u6cd5": 245, "\u4e4d\u4e00\u770b": 245, "\u8fd9\u4e9b\u65b9\u6cd5\u80fd\u591f\u5c31\u5730\u4fee\u6539\u6a21\u5757\u7684\u53c2\u6570\u53ef\u80fd\u770b\u8d77\u6765\u4e0d\u592a\u76f4\u89c2": 245, "\u73b0\u6709\u7684\u65b9\u6cd5\u662f\u4f7f\u7528\u4e00\u79cd\u8ffd\u6eaf\u5230": 245, "\u6700\u521d\u51e0\u5929\u7684\u4e11\u964b\u9ed1\u5ba2\u624b\u6bb5": 245, "\u503c\u5f97\u6ce8\u610f\u7684\u662f": 245, "\u73b0\u6709\u65b9\u6cd5\u5728\u4ee5\u4e0b\u60c5\u51b5\u4e0b\u65e0\u6cd5\u5de5\u4f5c": 245, "__torch_dispatch__": 245, "\u5b50\u7c7b": [245, 256], "new_param": 245, "\u5bf9\u4e8e\u5177\u6709\u7279\u6b8a": 245, "\u8868\u793a\u7684\u5f20\u91cf": 245, "\u5982\u7a00\u758f\u5f20\u91cf\u548c": 245, "\u5728\u672c\u6559\u7a0b\u7684\u4e0b\u4e00\u90e8\u5206": 245, "\u6211\u4eec\u5c06\u5b9a\u4e49\u4e00\u4e2a\u73a9\u5177": 245, "myquantizedlinearweight": 245, "\u6765\u8868\u793a\u91cf\u5316\u7684\u7ebf\u6027\u6743\u91cd": 245, "\u5728\u672c\u6559\u7a0b\u7684\u5269\u4f59\u90e8\u5206": 245, "\u6211\u4eec\u5c06\u4f7f\u7528\u8fd9\u4e2a\u5b50\u7c7b\u8fdb\u884c\u8bf4\u660e": 245, "\u4e3a\u7b80\u6d01\u8d77\u89c1": 245, "\u6211\u4eec\u7701\u7565\u4e86\u5927\u90e8\u5206": 245, "\u5b9e\u73b0": [245, 248], "__new__": 245, "_make_wrapper_subclass": 245, "storage_offset": 245, "_to_copi": 245, "new_elem": 245, "\u67d0\u4e9b\u64cd\u4f5c\u7684\u5b9e\u73b0\u5c06\u6dfb\u52a0\u5230": 245, "op_tabl": 245, "\u6211\u4eec\u5728\u6b64\u7701\u7565": 245, "\u4e0d\u652f\u6301\u7684\u51fd\u6570": 245, "\u5176\u6743\u91cd\u662f": 245, "\u7136\u540e\u5c1d\u8bd5\u5c06\u5176\u8f6c\u6362\u4e3a": 245, "\u89c2\u5bdf\u5230\u6743\u91cd\u7684": 245, "\u5982\u9884\u671f\u822c\u6539\u53d8\u4e86": 245, "\u4f46\u662f\u5b50\u7c7b\u7684\u6709\u6548\u8f7d\u8377": 245, "\u6ca1\u6709\u6539\u53d8": 245, "\u6211\u4eec\u5f15\u5165\u4e86\u4e00\u4e2a\u5168\u5c40\u914d\u7f6e": 245, "\u5b83\u5c06\u4f7f\u7528": 245, "\u4ea4\u6362\u6a21\u5757\u7684\u53c2\u6570": 245, "\u540c\u65f6\u4fdd\u7559": 245, "\u8bbe\u7f6e\u4e2d\u7684\u5f15\u7528": 245, "\u8bbe\u7f6e\u6b64\u914d\u7f6e\u540e": 245, "\u5728\u8f6c\u6362\u671f\u95f4\u5c06\u4f7f\u7528": 245, "\u4ece\u800c\u786e\u4fdd\u6709\u6548\u8f7d\u8377\u7684": 245, "\u6b63\u786e\u8f6c\u6362": 245, "\u6839\u636e\u4f20\u9012\u7ed9": 245, "\u5173\u952e\u5b57\u53c2\u6570\u7684\u503c": 245, "\u6709\u4e24\u79cd\u65b9\u5f0f\u52a0\u8f7d": 245, "\u4fdd\u7559": 245, "\u7684\u5c5e\u6027": 245, "\u53ea\u4ece": 245, "param_nam": 245, "\u4e2d\u83b7\u53d6\u503c": 245, "\u7684\u5c5e\u6027\u548c\u503c": 245, "\u8fd9\u4e9b\u5206\u522b\u662f\u901a\u8fc7\u5c31\u5730": 245, "__setattr__": 245, "\u5728\u73b0\u6709\u5b9e\u73b0\u4e2d": 245, "\u6bcf\u79cd\u65b9\u6cd5\u90fd\u6709\u81ea\u5df1\u7684\u9650\u5236": 245, "\u8981\u6c42": 245, "\u4e2d\u7684\u53c2\u6570\u7c7b\u578b": 245, "\u5fc5\u987b\u4e0e\u6a21\u5757\u4e2d\u7684\u53c2\u6570\u7c7b\u578b\u76f8\u540c": 245, "\u8981\u6c42\u5728": 245, "\u521d\u59cb\u5316\u4efb\u4f55\u6301\u6709\u6a21\u5757\u53c2\u6570\u5f15\u7528\u7684\u5bf9\u8c61": 245, "\u6211\u4eec\u901a\u8fc7\u5728": 245, "\u4e2d\u6dfb\u52a0": 245, "\u8def\u5f84\u5e76\u5f15\u5165\u65b0\u7684\u6269\u5c55\u70b9": 245, "module_load": 245, "\u6765\u89e3\u51b3\u8fd9\u4e24\u4e2a\u9650\u5236": 245, "\u5f53\u542f\u7528\u4e0a\u8ff0": 245, "__torch_function__": 245, "\u5904\u7406\u7a0b\u5e8f": 245, "\u4e2d\u7684\u503c\u5e94\u7528\u81ea\u5b9a\u4e49\u8f6c\u6362": 245, "\u8f6c\u6362\u7684\u7ed3\u679c\u5c06\u4e0e\u6a21\u5757\u4e2d\u7684\u53c2\u6570\u4ea4\u6362": 245, "\u5728\u4e0b\u9762\u7684\u793a\u4f8b\u4e2d": 245, "\u6211\u4eec\u5c06\u4f7f\u7528\u4e0a\u9762\u5b9a\u4e49\u7684": 245, "\u6765\u8bf4\u660e\u5982\u4f55\u4f7f\u7528\u8fd9\u4e9b\u529f\u80fd\u5728\u52a0\u8f7d": 245, "\u65f6\u5bf9\u7ebf\u6027\u5c42\u7684\u6743\u91cd\u5e94\u7528\u81ea\u5b9a\u4e49\u91cf\u5316\u65b9\u6848": 245, "\u56de\u987e\u4e00\u4e0b": 245, "\u5728\u672c\u4f8b\u4e2d\u662f": 245, "param_kei": 245, "\u5219\u4f1a\u8c03\u7528": 245, "\u5047\u8bbe\u6211\u4eec\u671f\u671b": 245, "\u5305\u542b\u666e\u901a\u5f20\u91cf": 245, "\u800c\u6a21\u5757\u5305\u542b": 245, "\u6211\u4eec\u5e0c\u671b\u5c06": 245, "\u4e2d\u7684\u5f20\u91cf\u8f6c\u6362\u4e3a\u5b50\u7c7b": 245, "\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u4e3a": 245, "\u5b9a\u4e49": 245, "custom_torch_funct": 245, "dest": 245, "disabletorchfunctionsubclass": 245, "\u8ba9\u6211\u4eec\u5728": 245, "\u8bbe\u5907\u4e0a\u521b\u5efa\u4e00\u4e2a\u6a21\u578b\u6846\u67b6": 245, "\u4ee5\u907f\u514d\u5b9e\u4f8b\u5316\u5b58\u50a8": 245, "\u6211\u4eec\u5c06\u6a21\u5757\u4e2d\u7684\u6240\u6709\u6743\u91cd\u8f6c\u6362\u4e3a": 245, "\u540c\u65f6\u4fdd\u7559\u504f\u7f6e\u4e0d\u53d8": 245, "\u7136\u540e\u6211\u4eec\u53ef\u4ee5\u52a0\u8f7d": 245, "\u6ce8\u610f\u6211\u4eec\u4f7f\u7528": 245, "\u56e0\u4e3a\u5bf9\u4e8e\u504f\u7f6e": 245, "\u6211\u4eec\u5e0c\u671b\u4fdd\u7559": 245, "\u4e2d\u5f20\u91cf\u7684\u5c5e\u6027": 245, "\u6211\u4eec\u4e0d\u5e0c\u671b\u504f\u7f6e\u5728\u52a0\u8f7d\u540e\u4f4d\u4e8e": 245, "\u8bbe\u5907\u4e0a": 245, "\u4e4b\u524d\u7684": 245, "\u4e4b\u540e\u7684": 245, "\u4e0a\u9762\u662f\u4e00\u4e2a\u5982\u4f55\u4f7f\u7528": 245, "\u4e2d\u7684\u65b0\u6269\u5c55\u70b9\u7684\u73a9\u5177\u793a\u4f8b": 245, "\u6211\u4eec\u8fd8\u53ef\u4ee5\u60f3\u8c61\u5176\u4ed6\u573a\u666f": 245, "\u4f8b\u5982\u5f53": 245, "\u4e2d\u6709\u5f20\u91cf\u5b50\u7c7b\u800c\u6a21\u5757\u4e2d\u6709\u666e\u901a": 245, "\u5f20\u91cf\u65f6": 245, "\u6216\u8005\u4e24\u8005\u90fd\u662f\u5f20\u91cf\u5b50\u7c7b\u65f6": 245, "\u6839\u636e\u4f7f\u7528\u573a\u666f": 245, "\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49": 245, "\u6765\u5e94\u7528\u6240\u9700\u7684\u8f6c\u6362": 245, "\u4e2d\u4fdd\u7559\u53c2\u6570\u5f15\u7528\u7684\u91cd\u8981\u6027": 245, "\u4ee5\u53ca\u5982\u4f55\u4f7f\u7528\u7531": 245, "\u63a7\u5236\u7684\u4e24\u4e2a\u65b0\u6269\u5c55\u70b9": 245, "tensorboard\u662f\u4e00\u4e2a\u7528\u4e8e\u673a\u5668\u5b66\u4e60\u5b9e\u9a8c\u7684\u53ef\u89c6\u5316\u5de5\u5177\u5305": 246, "tensorboard\u5141\u8bb8\u8ddf\u8e2a\u548c\u53ef\u89c6\u5316\u6307\u6807": 246, "\u5982\u635f\u5931\u548c\u51c6\u786e\u7387": 246, "\u53ef\u89c6\u5316\u6a21\u578b\u56fe": 246, "\u67e5\u770b\u76f4\u65b9\u56fe": 246, "\u663e\u793a\u56fe\u50cf\u7b49": 246, "\u6211\u4eec\u5c06\u4ecb\u7ecdtensorboard\u7684\u5b89\u88c5": 246, "\u5728pytorch\u4e2d\u7684\u57fa\u672c\u7528\u6cd5": 246, "\u4ee5\u53ca\u5982\u4f55\u5728tensorboard": 246, "ui\u4e2d\u53ef\u89c6\u5316\u60a8\u8bb0\u5f55\u7684\u6570\u636e": 246, "\u5e94\u5b89\u88c5pytorch\u4ee5\u5c06\u6a21\u578b\u548c\u6307\u6807\u8bb0\u5f55\u5230tensorboard\u65e5\u5fd7": 246, "\u4ee5\u4e0b\u547d\u4ee4\u5c06\u901a\u8fc7anaconda": 246, "\u63a8\u8350": 246, "\u5b89\u88c5pytorch": 246, "\u6216\u8005\u4f7f\u7528pip": 246, "\u73b0\u5728\u8ba9\u6211\u4eec\u5c1d\u8bd5\u5728pytorch\u4e2d\u4f7f\u7528tensorboard": 246, "\u5728\u8bb0\u5f55\u4efb\u4f55\u5185\u5bb9\u4e4b\u524d": 246, "\u6211\u4eec\u9700\u8981\u521b\u5efa\u4e00\u4e2a": 246, "\u5199\u5165\u5668\u9ed8\u8ba4\u5c06\u8f93\u51fa\u5230": 246, "\u5728\u673a\u5668\u5b66\u4e60\u4e2d": 246, "\u4e86\u89e3\u5173\u952e\u6307\u6807": 246, "\u5982\u635f\u5931": 246, "\u53ca\u5176\u5728\u8bad\u7ec3\u671f\u95f4\u7684\u53d8\u5316\u975e\u5e38\u91cd\u8981": 246, "\u6807\u91cf\u53ef\u7528\u4e8e\u4fdd\u5b58\u6bcf\u4e2a\u8bad\u7ec3\u6b65\u9aa4\u7684\u635f\u5931\u503c\u6216\u6bcf\u4e2aepoch\u7684\u51c6\u786e\u7387": 246, "\u8981\u8bb0\u5f55\u6807\u91cf\u503c": 246, "scalar_valu": 246, "walltim": 246, "\u8ba9\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u7b80\u5355\u7684\u7ebf\u6027\u56de\u5f52\u8bad\u7ec3": 246, "\u5e76": [246, 252], "\u8bb0\u5f55\u635f\u5931\u503c": 246, "\u65b9\u6cd5\u4ee5\u786e\u4fdd\u6240\u6709\u5f85\u5904\u7406\u4e8b\u4ef6": 246, "\u5df2\u5199\u5165\u78c1\u76d8": 246, "\u4ee5\u4e86\u89e3\u60a8\u53ef\u4ee5\u8bb0\u5f55\u7684\u66f4\u591atensorboard\u53ef\u89c6\u5316\u7c7b\u578b": 246, "\u5982\u679c\u60a8\u4e0d\u518d\u9700\u8981\u6458\u8981\u5199\u5165\u5668": 246, "\u901a\u8fc7\u547d\u4ee4\u884c\u5b89\u88c5tensorboard\u4ee5\u53ef\u89c6\u5316\u60a8\u8bb0\u5f55\u7684\u6570\u636e": 246, "\u542f\u52a8tensorboard": 246, "\u6307\u5b9a\u60a8\u4e4b\u524d\u4f7f\u7528\u7684\u6839\u65e5\u5fd7\u76ee\u5f55": 246, "\u6307\u5411tensorboard\u5c06\u67e5\u627e\u53ef\u663e\u793a\u7684\u4e8b\u4ef6\u6587\u4ef6\u7684\u76ee\u5f55": 246, "tensorboard\u5c06\u9012\u5f52\u904d\u5386": 246, "\u6839\u76ee\u5f55\u4e0b\u7684\u76ee\u5f55\u7ed3\u6784": 246, "\u5bfb\u627e": 246, "tfevent": 246, "\u8f6c\u5230\u5b83\u63d0\u4f9b\u7684url\u6216": 246, "\u6b64\u4eea\u8868\u677f\u663e\u793a\u4e86\u635f\u5931\u548c\u51c6\u786e\u7387\u5982\u4f55\u968f\u7740\u6bcf\u4e2aepoch\u800c\u53d8\u5316": 246, "\u60a8\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u8ddf\u8e2a\u8bad\u7ec3\u901f\u5ea6": 246, "\u5b66\u4e60\u7387\u548c\u5176\u4ed6\u6807\u91cf\u503c": 246, "\u6bd4\u8f83\u4e0d\u540c\u8bad\u7ec3\u8fd0\u884c\u7684\u8fd9\u4e9b\u6307\u6807\u6709\u52a9\u4e8e\u6539\u8fdb\u60a8\u7684\u6a21\u578b": 246, "\u4f7f\u7528tensorboard\u53ef\u89c6\u5316\u6a21\u578b": 246, "tensorboard_with_pytorch": 246, "\u6211\u4eec\u5c06\u4ecb\u7ecd": 247, "\u7684\u4e3b\u8981api": 247, "timer\u57fa\u4e8e": 247, "\u5e76\u505a\u4e86\u4e00\u4e9bpytorch\u7279\u5b9a\u7684\u4fee\u6539": 247, "\u672c\u6559\u7a0b\u4e0d\u8981\u6c42\u8bfb\u8005\u719f\u6089\u5185\u7f6e\u7684": 247, "\u4f46\u5047\u8bbe\u8bfb\u8005\u719f\u6089\u6027\u80fd\u5de5\u4f5c\u7684\u57fa\u7840\u77e5\u8bc6": 247, "\u6709\u5173\u66f4\u5168\u9762\u7684\u6027\u80fd\u8c03\u4f18\u6559\u7a0b": 247, "\u5185\u5bb9": 247, "\u4f7f\u7528callgrind\u8fdb\u884ca": 247, "\u7528\u4e8e\u5b9a\u4e49\u4efb\u52a1": 247, "\u5c06\u5728\u5faa\u73af\u4e2d\u8fd0\u884c\u5e76\u8ba1\u65f6\u7684\u8ba1\u7b97": 247, "\u5c06\u5728\u8c03\u7528\u6d4b\u91cf\u5faa\u73af\u4e4b\u524d\u8fd0\u884c": 247, "\u7528\u4e8e\u586b\u5145": 247, "\u6240\u9700\u7684\u4efb\u4f55\u72b6\u6001": 247, "\u4ece\u5916\u90e8\u4f5c\u7528\u57df\u4f20\u9012\u53d8\u91cf": 247, "\u63a7\u5236pytorch\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570": 247, "\u9ed8\u8ba4\u503c": 247, "\u6b64\u65b9\u6cd5\u5c06\u5904\u7406\u8bf8\u5982\u9009\u62e9\u5408\u9002\u7684\u91cd\u590d\u6b21\u6570": 247, "\u56fa\u5b9a\u7ebf\u7a0b\u6570\u4ee5\u53ca\u63d0\u4f9b\u7ed3\u679c\u7684\u65b9\u4fbf\u8868\u793a\u7b49\u7ec6\u8282": 247, "measurement\u5bf9\u8c61\u5b58\u50a8\u591a\u6b21\u91cd\u590d\u7684\u7ed3\u679c": 247, "\u5e76\u63d0\u4f9b\u5404\u79cd\u5b9e\u7528\u529f\u80fd": 247, "0x7f1929a38ed0": 247, "iqr": 247, "424": 247, "cpp_timer": 247, "0x7f192b019ed0": 247, "\u4e0d\u51fa\u6240\u6599": 247, "\u4ee3\u7801\u7247\u6bb5\u7684\u901f\u5ea6\u66f4\u5feb": 247, "\u53d8\u5316\u4e5f\u66f4\u5c0f": 247, "\u4e3a\u4e86\u6df1\u5165\u8c03\u67e5": 247, "\u5c01\u88c5\u4e86": 247, "\u4ee5\u6536\u96c6\u6307\u4ee4\u8ba1\u6570": 247, "\u8fd9\u4e9b\u6307\u4ee4\u8ba1\u6570\u975e\u5e38\u6709\u7528": 247, "\u56e0\u4e3a\u5b83\u4eec\u63d0\u4f9b\u4e86\u7ec6\u7c92\u5ea6\u548c\u786e\u5b9a\u6027\u7684": 247, "\u6216\u5728python\u7684\u60c5\u51b5\u4e0b\u566a\u58f0\u5f88\u4f4e\u7684": 247, "\u89c1\u89e3": 247, "\u8bf4\u660e\u4e86\u4ee3\u7801\u7247\u6bb5\u662f\u5982\u4f55\u8fd0\u884c\u7684": 247, "0x7f1929a35850": 247, "563600": 247, "\u7684\u5b57\u7b26\u4e32\u8868\u793a\u5f62\u5f0f\u7c7b\u4f3c\u4e8e": 247, "\u662f\u4e00\u4e2apython\u6982\u5ff5": 247, "\u79fb\u9664\u4e86\u5728cpython\u89e3\u91ca\u5668\u4e2d\u5df2\u77e5\u7684\u566a\u58f0\u8c03\u7528": 247, "\u4e3a\u4e86\u8fdb\u884c\u66f4\u8be6\u7ec6\u7684\u5206\u6790": 247, "\u6211\u4eec\u9700\u8981\u67e5\u770b\u7279\u5b9a\u7684\u8c03\u7528": 247, "\u8fd4\u56de\u4e00\u4e2a": 247, "\u4ee5\u4fbf\u4e8e\u6b64\u64cd\u4f5c": 247, "\u4ece\u6982\u5ff5\u4e0a\u8bb2": 247, "\u53ef\u4ee5\u88ab\u89c6\u4e3a\u4e00\u4e2a\u5e26\u6709\u4e00\u4e9b\u5b9e\u7528\u65b9\u6cd5\u7684\u6210\u5bf9\u5143\u7ec4": 247, "\u5176\u4e2d\u6bcf\u4e00\u5bf9\u90fd\u662f": 247, "\u6307\u4ee4\u6570\u91cf": 247, "\u6587\u4ef6\u8def\u5f84\u548c\u51fd\u6570\u540d\u79f0": 247, "\u5173\u4e8e\u8def\u5f84\u7684\u8bf4\u660e": 247, "\u901a\u5e38\u6211\u4eec\u4e0d\u5173\u5fc3\u7edd\u5bf9\u8def\u5f84": 247, "\u4e00\u4e2a\u4e58\u6cd5\u8c03\u7528\u7684\u5b8c\u6574\u8def\u5f84\u548c\u51fd\u6570\u540d\u662f\u8fd9\u6837\u7684": 247, "tensormethod": 247, "ab_ref": 247, "\u800c\u5b9e\u9645\u4e0a": 247, "\u6211\u4eec\u611f\u5174\u8da3\u7684\u6240\u6709\u4fe1\u606f\u90fd\u53ef\u4ee5\u8868\u793a\u4e3a": 247, "\u4f1a\u5c3d\u6700\u5927\u52aa\u529b\u53bb\u9664\u6587\u4ef6\u8def\u5f84\u4e2d\u4f4e\u4fe1\u53f7\u90e8\u5206": 247, "\u4ee5\u53ca\u5171\u4eab\u5bf9\u8c61": 247, "\u901a\u5e38\u5efa\u8bae\u4f7f\u7528": 247, "inclusive_stat": 247, "0x7f192a6dfd90": 247, "47264": 247, "_int_fre": 247, "25963": 247, "_int_malloc": 247, "19900": 247, "tensorit": 247, "tensoriteratorconfig": 247, "18000": 247, "__tls_get_addr": 247, "13500": 247, "malloc": [247, 248], "11300": 247, "smallvector": 247, "10345": 247, "_int_memalign": 247, "9200": 247, "iteratorbas": 247, "get_strid": 247, "173472": 247, "\u8fd9\u4ecd\u7136\u6709\u5f88\u591a\u5185\u5bb9\u9700\u8981\u6d88\u5316": 247, "\u65b9\u6cd5\u6765\u53bb\u9664\u4e00\u4e9b\u51fd\u6570\u8def\u5f84": 247, "\u5e76\u4e22\u5f03\u51fd\u6570\u8c03\u7528": 247, "\u8fd9\u6837\u505a\u65f6": 247, "\u4efb\u4f55\u51b2\u7a81": 247, "\u90fd\u5c06\u6620\u5c04\u5230": 247, "\u7684\u8ba1\u6570\u5c06\u88ab\u7d2f\u52a0": 247, "group_by_fil": 247, "fn_name": 247, "fn_dir": 247, "fn_file": 247, "0x7f192995d750": 247, "118200": 247, "tensoriter": 247, "65000": 247, "20900": 247, "15900": 247, "15100": 247, "cpualloc": 247, "12500": 247, "352327": 247, "\u6307\u4ee4\u8ba1\u6570\u6700\u6709\u7528\u7684\u7279\u6027\u4e4b\u4e00\u662f\u5141\u8bb8\u5bf9\u8ba1\u7b97\u8fdb\u884c\u7ec6\u7c92\u5ea6\u6bd4\u8f83": 247, "\u8fd9\u5728\u5206\u6790\u6027\u80fd\u65f6\u81f3\u5173\u91cd\u8981": 247, "\u4e3a\u4e86\u770b\u5230\u8fd9\u4e00\u70b9": 247, "\u8ba9\u6211\u4eec\u5c06\u4e24\u4e2a\u5927\u5c0f\u4e3a128\u7684\u5f20\u91cf\u76f8\u4e58\u4e0e\u4e00\u4e2a": 247, "\u7684\u4e58\u6cd5\u8fdb\u884c\u6bd4\u8f83": 247, "\u540e\u8005\u5c06\u5bf9\u7b2c\u4e8c\u4e2a\u5f20\u91cf\u8fdb\u884c\u5e7f\u64ad": 247, "a0": 247, "b0": 247, "a1": 247, "a127": 247, "broadcasting_stat": 247, "\u6211\u4eec\u7ecf\u5e38\u9700\u8981\u5bf9\u4e24\u79cd\u4e0d\u540c\u7684\u73af\u5883\u8fdb\u884ca": 247, "\u4f8b\u5982\u6d4b\u8bd5\u4e00\u4e2apr": 247, "\u6216\u5c1d\u8bd5\u4e0d\u540c\u7684\u7f16\u8bd1\u6807\u5fd7": 247, "\u8fd9\u5f88\u7b80\u5355": 247, "\u90fd\u662f\u53efpickle\u5316\u7684": 247, "\u53ea\u9700\u5728\u6bcf\u4e2a\u73af\u5883\u4e2d\u4fdd\u5b58\u6d4b\u91cf\u7ed3\u679c": 247, "\u7136\u540e\u5728\u5355\u4e2a\u8fdb\u7a0b\u4e2d\u52a0\u8f7d\u5b83\u4eec\u8fdb\u884c\u5206\u6790": 247, "extract_fn_nam": 247, "17600": 247, "tensoriteratorbas": 247, "compute_strid": 247, "12700": 247, "allocate_or_resize_output": 247, "10200": 247, "smallvectorimpl": 247, "7400": 247, "infer_s": 247, "6200": 247, "invert_perm": 247, "6064": 247, "reorder_dimens": 247, "4300": 247, "compatible_strid": 247, "check_tensor_options_and_extract_memory_format": 247, "__memcmp_avx2_movb": 247, "empty_cpu": 247, "1300": 247, "2400": 247, "6100": 247, "compute_fast_setup_typ": 247, "22600": 247, "fast_set_up": 247, "58091": 247, "\u6240\u4ee5\u5e7f\u64ad\u7248\u672c\u6bcf\u6b21\u8c03\u7528\u9700\u8981\u989d\u5916580\u6761\u6307\u4ee4": 247, "\u56de\u60f3\u4e00\u4e0b\u6211\u4eec\u6536\u96c6\u4e86100\u6b21\u8fd0\u884c\u7684\u6837\u672c": 247, "\u7ea6\u536010": 247, "\u6709\u76f8\u5f53\u591a\u7684": 247, "\u6240\u4ee5\u8ba9\u6211\u4eec\u6df1\u5165\u7814\u7a76\u8fd9\u4e9b\u8c03\u7528": 247, "\u53ef\u4ee5\u5f88\u5bb9\u6613\u5730\u505a\u5230\u8fd9\u4e00\u70b9": 247, "0x7f19299544d0": 247, "compute_shap": 247, "2300": 247, "coalesce_dimens": 247, "\u8fd9\u8bf4\u660e\u4e86\u6b63\u5728\u53d1\u751f\u7684\u60c5\u51b5": 247, "\u8bbe\u7f6e\u4e2d\u6709\u4e00\u6761\u5feb\u901f\u8def\u5f84": 247, "\u4f46\u5728": 247, "\u7684\u60c5\u51b5\u4e0b": 247, "\u6211\u4eec\u9519\u8fc7\u4e86\u5b83": 247, "\u4e0d\u5f97\u4e0d\u8fdb\u884c\u66f4\u901a\u7528\u7684\u5206\u6790": 247, "\u8fd9\u66f4\u52a0\u6602\u8d35": 247, "\u88ab\u8fc7\u6ee4\u5668\u7701\u7565\u7684\u6700\u663e\u8457\u7684\u8c03\u7528\u662f": 247, "\u8fd9\u4e5f\u662f\u66f4\u901a\u7528\u8bbe\u7f6e\u7684\u4e00\u90e8\u5206": 247, "\u6765\u6536\u96c6\u5899\u4e0a\u65f6\u95f4": 247, "\u5982\u679c\u8ba1\u65f6\u53d8\u5316\u8fc7\u9ad8": 247, "\u8bf7\u589e\u52a0": 247, "\u6216\u8005\u5982\u679c\u65b9\u4fbf\u7684\u8bdd": 247, "\u5bf9\u4e8e\u7ec6\u7c92\u5ea6\u5206\u6790": 247, "\u6765\u6d4b\u91cf\u6307\u4ee4\u8ba1\u6570": 247, "__add__": 247, "__sub__": 247, "\u6765\u5207\u5206\u548c\u5904\u7406\u5b83\u4eec": 247, "\u9690\u542b\u7684": 247, "\u4e0d\u5305\u542b": 247, "\u5c06\u81ea\u52a8\u586b\u5145\u5b83": 247, "\u8fd9\u610f\u5473\u7740": 247, "\u5c06\u6b63\u5e38\u5de5\u4f5c": 247, "\u4e0d\u8fc7\u5176\u4ed6\u5bfc\u5165\u5e94\u8be5\u653e\u5728": 247, "\u4e3a\u4e86\u63d0\u4f9b\u6709\u5173\u6267\u884c\u7684": 247, "\u5185\u90e8\u4fe1\u606f\u7684\u5b8c\u6574\u4fe1\u606f": 247, "\u9700\u8981\u8bbf\u95ee": 247, "\u8c03\u8bd5\u7b26\u53f7": 247, "\u8fd9\u662f\u901a\u8fc7\u5728\u6784\u5efa": 247, "\u65f6\u8bbe\u7f6e": 247, "\u6765\u5b9e\u73b0\u7684": 247, "\u5426\u5219\u51fd\u6570\u8c03\u7528\u5c06\u662f\u4e0d\u900f\u660e\u7684": 247, "\u751f\u6210\u7684": 247, "\u5c06\u5728\u7f3a\u5c11\u8c03\u8bd5\u7b26\u53f7\u65f6\u53d1\u51fa\u8b66\u544a": 247, "timer_quick_start": 247, "szymon": 248, "migacz": 248, "\u6027\u80fd\u8c03\u4f18\u6307\u5357\u662f\u4e00\u7ec4\u4f18\u5316\u548c\u6700\u4f73\u5b9e\u8df5": 248, "\u53ef\u4ee5\u52a0\u901fpytorch\u4e2d\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u7684\u8bad\u7ec3\u548c\u63a8\u7406": 248, "\u63d0\u51fa\u7684\u6280\u672f\u901a\u5e38\u53ea\u9700\u8981\u66f4\u6539\u51e0\u884c\u4ee3\u7801": 248, "\u5c31\u53ef\u4ee5\u5e94\u7528\u4e8e\u5404\u4e2a\u9886\u57df\u7684\u5e7f\u6cdb\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b": 248, "\u652f\u6301\u5728\u5355\u72ec\u7684\u5de5\u4f5c\u5b50\u8fdb\u7a0b\u4e2d\u5f02\u6b65\u52a0\u8f7d\u6570\u636e\u548c\u8fdb\u884c\u6570\u636e\u589e\u5f3a": 248, "\u7684\u9ed8\u8ba4\u8bbe\u7f6e\u662f": 248, "\u8fd9\u610f\u5473\u7740\u6570\u636e\u52a0\u8f7d\u662f\u540c\u6b65\u7684": 248, "\u5e76\u5728\u4e3b\u8fdb\u7a0b\u4e2d\u5b8c\u6210": 248, "\u4e3b\u8bad\u7ec3\u8fdb\u7a0b\u5fc5\u987b\u7b49\u5f85\u6570\u636e\u53ef\u7528\u624d\u80fd\u7ee7\u7eed\u6267\u884c": 248, "\u53ef\u542f\u7528\u5f02\u6b65\u6570\u636e\u52a0\u8f7d": 248, "\u5e76\u5b9e\u73b0\u8bad\u7ec3\u548c\u6570\u636e\u52a0\u8f7d\u4e4b\u95f4\u7684\u91cd\u53e0": 248, "\u5e94\u6839\u636e\u5de5\u4f5c\u8d1f\u8f7d": 248, "\u548c\u8bad\u7ec3\u6570\u636e\u7684\u4f4d\u7f6e\u8fdb\u884c\u8c03\u6574": 248, "\u6700\u597d\u8bbe\u7f6e": 248, "\u8fd9\u4f1a\u6307\u793a": 248, "\u4f7f\u7528\u9501\u9875\u5185\u5b58": 248, "\u5e76\u542f\u7528\u4ece\u4e3b\u673a\u5230": 248, "\u7684\u66f4\u5feb\u548c\u5f02\u6b65\u5185\u5b58\u590d\u5236": 248, "\u4f1a\u4fdd\u5b58\u6d89\u53ca\u9700\u8981\u68af\u5ea6\u7684\u5f20\u91cf\u7684\u6240\u6709\u64cd\u4f5c\u7684\u4e2d\u95f4\u7f13\u51b2\u533a": 248, "\u901a\u5e38\u5728\u9a8c\u8bc1\u6216\u63a8\u7406\u65f6\u4e0d\u9700\u8981\u68af\u5ea6": 248, "\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668\u53ef\u5e94\u7528\u4e8e\u7981\u7528\u6307\u5b9a\u4ee3\u7801\u5757\u5185\u7684\u68af\u5ea6\u8ba1\u7b97": 248, "\u8fd9\u53ef\u52a0\u5feb\u6267\u884c\u901f\u5ea6\u5e76\u51cf\u5c11\u6240\u9700\u5185\u5b58\u91cf": 248, "\u4e5f\u53ef\u4ee5\u7528\u4f5c\u51fd\u6570\u88c5\u9970\u5668": 248, "\u5177\u6709": 248, "\u5c42\u76f4\u63a5\u540e\u8ddf": 248, "\u5219\u5377\u79ef\u4e2d\u7684\u504f\u7f6e\u662f\u4e0d\u9700\u8981\u7684": 248, "\u8bf7\u6539\u7528": 248, "\u4e0d\u9700\u8981\u504f\u7f6e": 248, "\u56e0\u4e3a\u5728\u7b2c\u4e00\u6b65\u4e2d": 248, "\u4f1a\u51cf\u53bb\u5747\u503c": 248, "\u8fd9\u5b9e\u9645\u4e0a\u4f1a\u62b5\u6d88\u504f\u7f6e\u7684\u6548\u679c": 248, "\u53ea\u8981": 248, "\u6216\u5176\u4ed6\u5f52\u4e00\u5316\u5c42": 248, "\u5728\u4e0e\u5377\u79ef\u504f\u7f6e\u76f8\u540c\u7684\u7ef4\u5ea6\u4e0a\u8fdb\u884c\u5f52\u4e00\u5316": 248, "\u8fd9\u4e5f\u9002\u7528\u4e8e1d\u548c3d\u5377\u79ef": 248, "\u4e2d\u53ef\u7528\u7684\u6a21\u578b\u5df2\u7ecf\u5b9e\u73b0\u4e86\u8fd9\u79cd\u4f18\u5316": 248, "\u4e0d\u8981\u8c03\u7528": 248, "\u800c\u662f\u4f7f\u7528\u4ee5\u4e0b\u65b9\u6cd5\u6e05\u96f6\u68af\u5ea6": 248, "\u7b2c\u4e8c\u6bb5\u4ee3\u7801\u4e0d\u4f1a\u6e05\u96f6\u6bcf\u4e2a\u53c2\u6570\u7684\u5185\u5b58": 248, "\u800c\u4e14\u5728\u540e\u7eed\u7684\u53cd\u5411\u4f20\u64ad\u8fc7\u7a0b\u4e2d\u4f7f\u7528\u8d4b\u503c\u800c\u4e0d\u662f\u7d2f\u52a0\u6765\u5b58\u50a8\u68af\u5ea6": 248, "\u8fd9\u51cf\u5c11\u4e86\u5185\u5b58\u64cd\u4f5c\u7684\u6570\u91cf": 248, "\u5c06\u68af\u5ea6\u8bbe\u7f6e\u4e3a": 248, "\u4e0e\u5c06\u5176\u8bbe\u7f6e\u4e3a\u96f6\u6709\u7565\u5fae\u4e0d\u540c\u7684\u6570\u503c\u884c\u4e3a": 248, "\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f\u8bf7\u53c2\u9605": 248, "\u70b9\u8fd0\u7b97": 248, "\u5143\u7d20\u7ea7\u52a0\u6cd5": 248, "\u6570\u5b66\u51fd\u6570": 248, "\u53ef\u4ee5\u878d\u5408\u4e3a\u5355\u4e2a\u5185\u6838": 248, "\u4ece\u800c\u5206\u644a\u5185\u5b58\u8bbf\u95ee\u65f6\u95f4\u548c\u5185\u6838\u542f\u52a8\u65f6\u95f4": 248, "\u53ef\u4ee5\u81ea\u52a8\u878d\u5408\u5185\u6838": 248, "\u5c3d\u7ba1\u7f16\u8bd1\u5668\u4e2d\u53ef\u80fd\u8fd8\u6709\u672a\u5b9e\u73b0\u7684\u5176\u4ed6\u878d\u5408\u673a\u4f1a": 248, "\u5e76\u4e14\u5e76\u975e\u6240\u6709\u8bbe\u5907\u7c7b\u578b\u90fd\u5f97\u5230\u540c\u7b49\u652f\u6301": 248, "\u70b9\u8fd0\u7b97\u662f\u5185\u5b58\u5bc6\u96c6\u578b\u7684": 248, "\u4f1a\u4e3a\u6bcf\u4e2a\u64cd\u4f5c\u542f\u52a8\u5355\u72ec\u7684\u5185\u6838": 248, "\u6bcf\u4e2a\u5185\u6838\u90fd\u4f1a\u4ece\u5185\u5b58\u52a0\u8f7d\u6570\u636e": 248, "\u6267\u884c\u8ba1\u7b97": 248, "\u8fd9\u4e00\u6b65\u901a\u5e38\u662f\u5ec9\u4ef7\u7684": 248, "\u5e76\u5c06\u7ed3\u679c\u5b58\u50a8\u56de\u5185\u5b58": 248, "\u878d\u5408\u7684\u7b97\u5b50\u53ea\u4e3a\u591a\u4e2a\u878d\u5408\u7684\u70b9\u8fd0\u7b97\u542f\u52a8\u4e00\u4e2a\u5185\u6838": 248, "\u5e76\u4e14\u53ea\u9700\u8981\u4e00\u6b21\u4ece\u5185\u5b58\u52a0\u8f7d": 248, "\u5b58\u50a8\u6570\u636e": 248, "\u8fd9\u4f7f\u5f97": 248, "\u975e\u5e38\u9002\u7528\u4e8e\u6fc0\u6d3b\u51fd\u6570": 248, "\u81ea\u5b9a\u4e49": 248, "\u5355\u5143\u7b49": 248, "\u5728\u6700\u7b80\u5355\u7684\u60c5\u51b5\u4e0b": 248, "\u53ef\u4ee5\u901a\u8fc7\u5c06": 248, "\u88c5\u9970\u5668\u5e94\u7528\u4e8e\u51fd\u6570\u5b9a\u4e49\u6765\u542f\u7528\u878d\u5408": 248, "fused_gelu": 248, "erf": 248, "41421": 248, "\u6709\u5173\u66f4\u9ad8\u7ea7\u7528\u6cd5": 248, "\u5f15\u5165\u4e86\u5bf9\u5377\u79ef\u7f51\u7edc": 248, "\u5185\u5b58\u683c\u5f0f\u7684\u652f\u6301": 248, "\u6b64\u683c\u5f0f\u65e8\u5728\u4e0e": 248, "\u7ed3\u5408\u4f7f\u7528": 248, "\u8fdb\u4e00\u6b65\u52a0\u901f\u4f7f\u7528": 248, "\u7684\u5377\u79ef\u795e\u7ecf\u7f51\u7edc": 248, "\u7684\u652f\u6301\u662f\u5b9e\u9a8c\u6027\u7684": 248, "\u4f46\u9884\u8ba1\u53ef\u4ee5\u7528\u4e8e\u6807\u51c6\u8ba1\u7b97\u673a\u89c6\u89c9\u6a21\u578b": 248, "\u8981\u5c06\u6a21\u578b\u8f6c\u6362\u4e3a": 248, "\u8bf7\u6309\u7167": 248, "\u4e2d\u7684\u8bf4\u660e\u64cd\u4f5c": 248, "\u8be5\u6559\u7a0b\u5305\u62ec\u4e00\u8282\u5173\u4e8e": 248, "\u8f6c\u6362\u73b0\u6709\u6a21\u578b": 248, "\u7f13\u51b2\u533a\u68c0\u67e5\u70b9\u662f\u4e00\u79cd\u6280\u672f": 248, "\u7528\u4e8e\u7f13\u89e3\u6a21\u578b\u8bad\u7ec3\u7684\u5185\u5b58\u5bb9\u91cf\u8d1f\u62c5": 248, "\u4e0e\u5b58\u50a8\u6240\u6709\u5c42\u7684\u8f93\u5165\u4ee5\u8ba1\u7b97\u53cd\u5411\u4f20\u64ad\u4e2d\u7684\u4e0a\u6e38\u68af\u5ea6\u4e0d\u540c": 248, "\u5b83\u5b58\u50a8\u5c11\u6570\u51e0\u5c42\u7684\u8f93\u5165": 248, "\u5176\u4f59\u5c42\u7684\u8f93\u5165\u5728\u53cd\u5411\u4f20\u64ad\u8fc7\u7a0b\u4e2d\u91cd\u65b0\u8ba1\u7b97": 248, "\u51cf\u5c11\u7684\u5185\u5b58\u9700\u6c42\u4f7f\u5f97\u53ef\u4ee5\u589e\u52a0\u6279\u91cf\u5927\u5c0f": 248, "\u4ece\u800c\u63d0\u9ad8\u5229\u7528\u7387": 248, "\u5e94\u8c28\u614e\u9009\u62e9\u68c0\u67e5\u70b9\u76ee\u6807": 248, "\u6700\u597d\u4e0d\u8981\u5b58\u50a8\u5177\u6709\u5c0f\u91cd\u65b0\u8ba1\u7b97\u6210\u672c\u7684\u5927\u578b\u5c42\u8f93\u51fa": 248, "\u793a\u4f8b\u76ee\u6807\u5c42\u5305\u62ec\u6fc0\u6d3b\u51fd\u6570": 248, "\u4e0b\u91c7\u6837\u4ee5\u53ca\u5177\u6709\u5c0f\u7d2f\u79ef\u6df1\u5ea6\u7684\u77e9\u9635": 248, "\u5411\u91cf\u8fd0\u7b97": 248, "\u652f\u6301\u539f\u751f": 248, "\u81ea\u52a8\u6267\u884c\u68c0\u67e5\u70b9\u548c\u91cd\u65b0\u8ba1\u7b97\u7684api": 248, "\u8bb8\u591apytorch": 248, "api\u65e8\u5728\u7528\u4e8e\u8c03\u8bd5": 248, "\u5728\u5e38\u89c4\u8bad\u7ec3\u8fd0\u884c\u65f6\u5e94\u8be5\u7981\u7528": 248, "\u5f02\u5e38\u68c0\u6d4b": 248, "detect_anomali": 248, "set_detect_anomali": 248, "\u4e0eprofiler\u76f8\u5173": 248, "emit_nvtx": 248, "numa\u6216\u975e\u5747\u5300\u5185\u5b58\u8bbf\u95ee\u662f\u4e00\u79cd\u5185\u5b58\u5e03\u5c40\u8bbe\u8ba1": 248, "\u7528\u4e8e\u591a\u5185\u5b58\u63a7\u5236\u5668\u548c\u5185\u5b58\u5757\u7684\u591a\u5957\u63a5\u5b57\u673a\u5668\u4e2d": 248, "\u65e8\u5728\u5229\u7528\u672c\u5730\u5185\u5b58\u7684\u5c40\u90e8\u6027": 248, "\u6240\u6709\u6df1\u5ea6\u5b66\u4e60\u5de5\u4f5c\u8d1f\u8f7d": 248, "\u8bad\u7ec3\u6216\u63a8\u7406": 248, "\u90fd\u80fd\u4ece\u4e0d\u8de8numa\u8282\u70b9\u8bbf\u95ee\u786c\u4ef6\u8d44\u6e90\u4e2d\u83b7\u5f97\u66f4\u597d\u7684\u6027\u80fd": 248, "\u53ef\u4ee5\u4f7f\u7528\u591a\u4e2a\u5b9e\u4f8b\u8fd0\u884c\u63a8\u7406": 248, "\u6bcf\u4e2a\u5b9e\u4f8b\u5728\u4e00\u4e2a\u5957\u63a5\u5b57\u4e0a\u8fd0\u884c": 248, "\u4ee5\u63d0\u9ad8\u541e\u5410\u91cf": 248, "\u5bf9\u4e8e\u5355\u8282\u70b9\u4e0a\u7684\u8bad\u7ec3\u4efb\u52a1": 248, "\u5efa\u8bae\u4f7f\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3": 248, "\u4f7f\u6bcf\u4e2a\u8bad\u7ec3\u8fdb\u7a0b\u5728\u4e00\u4e2a\u5957\u63a5\u5b57\u4e0a\u8fd0\u884c": 248, "\u4ee5\u4e0b\u547d\u4ee4\u4ec5\u5728\u7b2cn\u4e2a\u8282\u70b9\u4e0a\u7684\u6838\u5fc3\u4e0a\u6267\u884cpytorch\u811a\u672c": 248, "\u5e76\u907f\u514d\u8de8\u5957\u63a5\u5b57\u5185\u5b58\u8bbf\u95ee": 248, "\u4ece\u800c\u51cf\u5c11\u5185\u5b58\u8bbf\u95ee\u5f00\u9500": 248, "cpunodebind": 248, "membind": 248, "pytorch_script": 248, "\u66f4\u8be6\u7ec6\u7684\u63cf\u8ff0\u53ef\u4ee5\u5728": 248, "\u627e\u5230": 248, "openmp\u7528\u4e8e\u4e3a\u5e76\u884c\u8ba1\u7b97\u4efb\u52a1\u5e26\u6765\u66f4\u597d\u7684\u6027\u80fd": 248, "\u662f\u53ef\u7528\u4e8e\u52a0\u901f\u8ba1\u7b97\u7684\u6700\u7b80\u5355\u5f00\u5173": 248, "\u5b83\u51b3\u5b9a\u4e86\u7528\u4e8eopenmp\u8ba1\u7b97\u7684\u7ebf\u7a0b\u6570": 248, "cpu\u4eb2\u548c\u6027\u8bbe\u7f6e\u63a7\u5236\u5982\u4f55\u5728\u591a\u4e2a\u6838\u5fc3\u4e0a\u5206\u914d\u5de5\u4f5c\u8d1f\u8f7d": 248, "\u5b83\u4f1a\u5f71\u54cd\u901a\u4fe1\u5f00\u9500": 248, "\u7f13\u5b58\u884c\u5931\u6548\u5f00\u9500\u6216\u9875\u9762\u6296\u52a8": 248, "\u56e0\u6b64\u6b63\u786e\u8bbe\u7f6ecpu\u4eb2\u548c\u6027\u4f1a\u5e26\u6765\u6027\u80fd\u4f18\u52bf": 248, "gomp_cpu_affin": 248, "\u51b3\u5b9a\u5982\u4f55\u5c06openmp\u7ebf\u7a0b\u7ed1\u5b9a\u5230\u7269\u7406\u5904\u7406\u5355\u5143": 248, "\u8be6\u7ec6\u4fe1\u606f\u53ef\u4ee5\u5728": 248, "\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4": 248, "pytorch\u5c06\u5728n\u4e2aopenmp\u7ebf\u7a0b\u4e0a\u8fd0\u884c\u4efb\u52a1": 248, "\u4f7f\u7528\u4ee5\u4e0b\u73af\u5883\u53d8\u91cf\u6765\u8bbe\u7f6egnu": 248, "openmp\u5b9e\u73b0\u7684cpu\u4eb2\u548c\u6027": 248, "omp_proc_bind": 248, "\u6307\u5b9a\u7ebf\u7a0b\u662f\u5426\u53ef\u4ee5\u5728\u5904\u7406\u5668\u4e4b\u95f4\u79fb\u52a8": 248, "\u5c06\u5176\u8bbe\u7f6e\u4e3aclose\u53ef\u4ee5\u4f7fopenmp\u7ebf\u7a0b\u9760\u8fd1\u4e3b\u7ebf\u7a0b\u5728\u8fde\u7eed\u7684\u5206\u533a\u4e2d": 248, "omp_schedul": 248, "\u51b3\u5b9a\u4e86openmp\u7ebf\u7a0b\u7684\u8c03\u5ea6\u65b9\u5f0f": 248, "\u5c06\u7ebf\u7a0b\u7ed1\u5b9a\u5230\u7279\u5b9a\u7684cpu": 248, "pytorch\u4f7f\u7528gnu": 248, "libgomp": 248, "\u8fdb\u884c\u5e76\u884c\u8ba1\u7b97": 248, "\u5728intel\u5e73\u53f0\u4e0a": 248, "\u63d0\u4f9b\u4e86openmp": 248, "api\u89c4\u8303\u652f\u6301": 248, "\u76f8\u6bd4": 248, "\u5b83\u6709\u65f6\u4f1a\u5e26\u6765\u66f4\u591a\u7684\u6027\u80fd\u4f18\u52bf": 248, "\u5229\u7528\u73af\u5883\u53d8\u91cf": 248, "\u53ef\u4ee5\u5c06openmp\u5e93\u5207\u6362\u5230": 248, "\u4e0egnu": 248, "openmp\u4e2d\u7684cpu\u4eb2\u548c\u6027\u8bbe\u7f6e\u7c7b\u4f3c": 248, "\u4e2d\u4e5f\u63d0\u4f9b\u4e86\u73af\u5883\u53d8\u91cf\u6765\u63a7\u5236cpu\u4eb2\u548c\u6027\u8bbe\u7f6e": 248, "\u5c06openmp\u7ebf\u7a0b\u7ed1\u5b9a\u5230\u7269\u7406\u5904\u7406\u5355\u5143": 248, "\u8bbe\u7f6e\u7ebf\u7a0b\u5728\u5b8c\u6210\u5e76\u884c\u533a\u57df\u6267\u884c\u540e\u7b49\u5f85\u7761\u7720\u4e4b\u524d\u7684\u65f6\u95f4": 248, "\u4ee5\u6beb\u79d2\u4e3a\u5355\u4f4d": 248, "\u5728\u5927\u591a\u6570\u60c5\u51b5\u4e0b": 248, "\u8bbe\u7f6e\u4e3a1\u62160\u53ef\u4ee5\u83b7\u5f97\u826f\u597d\u7684\u6027\u80fd": 248, "\u4ee5\u4e0b\u547d\u4ee4\u663e\u793a\u4e86\u4f7f\u7528intel": 248, "openmp\u8fd0\u884c\u65f6\u5e93\u7684\u5e38\u89c1\u8bbe\u7f6e": 248, "\u5bf9\u4e8e\u6df1\u5ea6\u5b66\u4e60\u5de5\u4f5c\u8d1f\u8f7d": 248, "\u51fd\u6570\u76f8\u6bd4": 248, "jemalloc": 248, "tcmalloc": 248, "\u53ef\u4ee5\u901a\u8fc7\u5c3d\u53ef\u80fd\u91cd\u7528\u5185\u5b58\u83b7\u5f97\u66f4\u597d\u7684\u6027\u80fd": 248, "\u662f\u4e00\u4e2a\u901a\u7528\u7684": 248, "\u5f3a\u8c03\u907f\u514d\u788e\u7247\u548c\u53ef\u6269\u5c55\u7684\u5e76\u53d1\u652f\u6301": 248, "\u4e5f\u5177\u6709\u4e00\u4e9b\u4f18\u5316": 248, "\u53ef\u4ee5\u52a0\u901f\u7a0b\u5e8f\u6267\u884c": 248, "\u5176\u4e2d\u4e00\u4e2a\u4f18\u5316\u662f\u5728\u7f13\u5b58\u4e2d\u4fdd\u5b58\u5185\u5b58": 248, "\u4ee5\u52a0\u5feb\u5e38\u7528\u5bf9\u8c61\u7684\u8bbf\u95ee\u901f\u5ea6": 248, "\u5373\u4f7f\u5728\u91ca\u653e\u5185\u5b58\u540e": 248, "\u4fdd\u6301\u8fd9\u4e9b\u7f13\u5b58\u4e5f\u6709\u52a9\u4e8e\u907f\u514d\u6602\u8d35\u7684\u7cfb\u7edf\u8c03\u7528": 248, "\u5982\u679c\u7a0d\u540e\u91cd\u65b0\u5206\u914d\u8fd9\u4e9b\u5185\u5b58": 248, "\u4f7f\u7528\u73af\u5883\u53d8\u91cf": 248, "\u6765\u5229\u7528\u5176\u4e2d\u4e4b\u4e00": 248, "graph\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u63a8\u7406\u6027\u80fd": 248, "\u5b83\u5c06\u4e00\u4e9b\u8ba1\u7b97\u5bc6\u96c6\u578b\u64cd\u4f5c": 248, "\u4e0e\u5176\u76f8\u90bb\u64cd\u4f5c\u878d\u5408": 248, "0\u4e2d": 248, "\u5b83\u4f5c\u4e3a\u6d4b\u8bd5\u7248\u529f\u80fd\u652f\u6301": 248, "graph\u63a5\u6536\u6a21\u578b\u7684\u56fe\u5f62": 248, "\u5e76\u6839\u636e\u793a\u4f8b\u8f93\u5165\u7684\u5f62\u72b6\u8bc6\u522b\u8fd0\u7b97\u7b26\u878d\u5408\u7684\u5019\u9009\u5bf9\u8c61": 248, "\u6a21\u578b\u5e94\u8be5\u4f7f\u7528\u793a\u4f8b\u8f93\u5165\u8fdb\u884cjit\u8ddf\u8e2a": 248, "\u5bf9\u4e8e\u4e0e\u793a\u4f8b\u8f93\u5165\u5177\u6709\u76f8\u540c\u5f62\u72b6\u7684\u8f93\u5165": 248, "\u5728\u51e0\u6b21\u70ed\u8eab\u8fed\u4ee3\u540e\u5c31\u4f1a\u89c2\u5bdf\u5230\u52a0\u901f": 248, "\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u662f\u9488\u5bf9resnet50\u7684": 248, "\u4f46\u5b83\u4eec\u4e5f\u53ef\u4ee5\u5f88\u597d\u5730\u6269\u5c55\u5230\u4f7f\u7528\u81ea\u5b9a\u4e49\u6a21\u578b\u7684onednn": 248, "\u53ea\u9700\u8981\u8fd9\u4e00\u884c\u989d\u5916\u7684\u4ee3\u7801\u5373\u53ef\u4f7f\u7528onednn": 248, "enable_onednn_fus": 248, "api\u8fdb\u884cfloat32\u63a8\u7406\u53ea\u9700\u8981\u4e00\u884c\u989d\u5916\u7684\u4ee3\u7801": 248, "\u5982\u679c\u60a8\u6b63\u5728\u4f7f\u7528onednn": 248, "\u8bf7\u907f\u514d\u8c03\u7528": 248, "optimize_for_infer": 248, "\u793a\u4f8b\u8f93\u5165\u5e94\u8be5\u4e0e\u9884\u671f\u8f93\u5165\u5177\u6709\u76f8\u540c\u7684\u5f62\u72b6": 248, "\u5728\u6b64\u793a\u4f8b\u4e2d\u4f7f\u7528torchvision\u4e2d\u7684resnet50\u8fdb\u884c\u8bf4\u660e": 248, "\u4f46\u4e0b\u9762\u7684\u4ee3\u7801\u786e\u5b9e\u53ef\u4ee5\u4fee\u6539\u4e3a\u4f7f\u7528\u81ea\u5b9a\u4e49\u6a21\u578b": 248, "\u4f7f\u7528\u793a\u4f8b\u8f93\u5165\u8ddf\u8e2a\u6a21\u578b": 248, "\u8c03\u7528torch": 248, "\u4e00\u65e6\u4f7f\u7528\u793a\u4f8b\u8f93\u5165\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86jit\u8ddf\u8e2a": 248, "\u5c31\u53ef\u4ee5\u5728\u51e0\u6b21\u70ed\u8eab\u8fd0\u884c\u540e\u7528\u4e8e\u63a8\u7406": 248, "\u51e0\u6b21\u70ed\u8eab\u8fd0\u884c": 248, "\u5728\u70ed\u8eab\u8fd0\u884c\u540e\u4f1a\u89c2\u5bdf\u5230\u52a0\u901f": 248, "\u867d\u7136onednn": 248, "graph\u7684jit\u878d\u5408\u5668\u4e5f\u652f\u6301": 248, "\u6570\u636e\u7c7b\u578b\u7684\u63a8\u7406": 248, "\u4f46\u53ea\u6709\u5177\u6709avx512_bf16\u6307\u4ee4\u96c6\u67b6\u6784": 248, "\u7684\u673a\u5668\u624d\u80fd\u4eceonednn": 248, "graph\u4e2d\u83b7\u5f97\u6027\u80fd\u4f18\u52bf": 248, "\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u662f\u4f7f\u7528": 248, "\u6570\u636e\u7c7b\u578b\u8fdb\u884conednn": 248, "graph\u63a8\u7406\u7684\u793a\u4f8b": 248, "jit\u6a21\u5f0f\u4e0b\u7684amp\u9ed8\u8ba4\u542f\u7528": 248, "\u5e76\u4e14\u4e0e\u5176eager\u6a21\u5f0f\u5bf9\u5e94\u7248\u672c\u4e0d\u540c": 248, "_jit_set_autocast_mod": 248, "\u5f53\u4f7f\u7528amp\u65f6": 248, "\u5e94\u4f7f\u7528": 248, "\u8fdb\u884c\u57fa\u4e8ecnn\u7684\u89c6\u89c9\u6a21\u578b\u7684conv": 248, "batchnorm\u6298\u53e0": 248, "\u5f53\u4e0d\u4f7f\u7528amp\u65f6": 248, "\u65e0\u9700\u8c03\u7528optim": 248, "\u5728\u540e\u7eed\u8fd0\u884c\u4e2d\u4f1a\u89c2\u5bdf\u5230\u52a0\u901f": 248, "\u5bf9\u4e8e\u5c0f\u578b\u6a21\u578b\u6216\u5185\u5b58\u9650\u5236\u578b\u6a21\u578b": 248, "\u5982dlrm": 248, "\u5728cpu\u4e0a\u8fdb\u884c\u8bad\u7ec3\u4e5f\u662f\u4e00\u4e2a\u4e0d\u9519\u7684\u9009\u62e9": 248, "\u5728\u5177\u6709\u591a\u4e2a\u5957\u63a5\u5b57\u7684\u673a\u5668\u4e0a": 248, "\u5206\u5e03\u5f0f\u8bad\u7ec3\u53ef\u4ee5\u5e26\u6765\u9ad8\u6548\u7684\u786c\u4ef6\u8d44\u6e90\u4f7f\u7528": 248, "\u4ece\u800c\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b": 248, "ccl": 248, "\u8fdb\u884c\u4e86\u4f18\u5316": 248, "\u7528\u4e8e\u9ad8\u6548\u7684\u5206\u5e03\u5f0f\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3": 248, "\u5b9e\u73b0\u4e86\u8bf8\u5982": 248, "alltoal": 248, "\u7b49\u96c6\u4f53\u64cd\u4f5c": 248, "\u5b9e\u73b0\u4e86pytorch": 248, "\u5e76\u53ef\u4ee5\u4f5c\u4e3a\u5916\u90e8": 248, "\u52a8\u6001\u52a0\u8f7d": 248, "ddp\u6a21\u5757\u4e2d\u5b9e\u73b0\u7684\u4f18\u5316\u4e4b\u4e0a": 248, "\u52a0\u901f\u4e86\u901a\u4fe1\u64cd\u4f5c": 248, "\u9664\u4e86\u5bf9\u901a\u4fe1\u5185\u6838\u8fdb\u884c\u4f18\u5316\u5916": 248, "\u8fd8\u652f\u6301\u540c\u6b65\u8ba1\u7b97\u548c\u901a\u4fe1\u529f\u80fd": 248, "\u652f\u6301\u8bb8\u591a\u7b97\u6cd5\u6765\u8ba1\u7b97\u5377\u79ef": 248, "\u81ea\u52a8\u8c03\u4f18\u5668\u4f1a\u8fd0\u884c\u4e00\u4e2a\u7b80\u77ed\u7684\u57fa\u51c6\u6d4b\u8bd5": 248, "\u5e76\u4e3a\u7ed9\u5b9a\u7684\u786c\u4ef6\u548c\u8f93\u5165\u5927\u5c0f\u9009\u62e9\u6027\u80fd\u6700\u4f73\u7684\u5185\u6838": 248, "\u5bf9\u4e8e\u5377\u79ef\u7f51\u7edc": 248, "\u76ee\u524d\u5176\u4ed6\u7c7b\u578b\u5c1a\u4e0d\u652f\u6301": 248, "\u53ef\u4ee5\u5728\u542f\u52a8\u8bad\u7ec3\u5faa\u73af\u4e4b\u524d\u542f\u7528": 248, "\u65b9\u6cd5\u662f\u8bbe\u7f6e": 248, "\u81ea\u52a8\u8c03\u4f18\u5668\u7684\u51b3\u7b56\u53ef\u80fd\u662f\u975e\u786e\u5b9a\u6027\u7684": 248, "\u4e0d\u540c\u7684\u7b97\u6cd5\u53ef\u80fd\u4f1a\u5728\u4e0d\u540c\u7684\u8fd0\u884c\u4e2d\u88ab\u9009\u62e9": 248, "\u6709\u5173\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f": 248, "\u53ef\u91cd\u590d\u6027": 248, "\u5728\u67d0\u4e9b\u7f55\u89c1\u7684\u60c5\u51b5\u4e0b": 248, "\u4f8b\u5982\u8f93\u5165\u5927\u5c0f\u9ad8\u5ea6\u53ef\u53d8\u65f6": 248, "\u6700\u597d\u5728\u7981\u7528\u81ea\u52a8\u8c03\u4f18\u5668\u7684\u60c5\u51b5\u4e0b\u8fd0\u884c\u5377\u79ef\u7f51\u7edc": 248, "\u4ee5\u907f\u514d\u4e3a\u6bcf\u4e2a\u8f93\u5165\u5927\u5c0f\u9009\u62e9\u7b97\u6cd5\u6240\u5e26\u6765\u7684\u5f00\u9500": 248, "\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u540c\u6b65": 248, "\u5c3d\u53ef\u80fd\u8ba9": 248, "\u9886\u5148\u4e8e\u52a0\u901f\u5668\u8fd0\u884c": 248, "\u4ee5\u786e\u4fdd\u52a0\u901f\u5668\u5de5\u4f5c\u961f\u5217\u4e2d\u5305\u542b\u8bb8\u591a\u64cd\u4f5c": 248, "\u8bf7\u907f\u514d\u9700\u8981\u540c\u6b65\u7684\u64cd\u4f5c": 248, "cuda_tensor": 248, "\u5185\u5b58\u590d\u5236": 248, "\u548c\u7b49\u6548\u7684": 248, "\u4f9d\u8d56\u4e8e\u5728": 248, "\u5f20\u91cf\u4e0a\u6267\u884c\u7684\u64cd\u4f5c\u7ed3\u679c\u7684": 248, "\u63a7\u5236\u6d41": 248, "\u6765\u751f\u6210\u968f\u673a\u5f20\u91cf": 248, "\u800c\u662f\u76f4\u63a5\u5728\u76ee\u6807\u8bbe\u5907\u4e0a\u751f\u6210\u8f93\u51fa": 248, "\u8fd9\u9002\u7528\u4e8e\u6240\u6709\u521b\u5efa\u65b0\u5f20\u91cf\u5e76\u63a5\u53d7": 248, "\u53c2\u6570\u7684\u51fd\u6570": 248, "\u548c\u7c7b\u4f3c\u51fd\u6570": 248, "\u6df7\u5408\u7cbe\u5ea6\u5229\u7528": 248, "\u53ca\u66f4\u65b0\u7684": 248, "\u67b6\u6784\u4e0a\u53ef\u63d0\u4f9b\u9ad8\u8fbe": 248, "\u500d\u7684\u6574\u4f53\u52a0\u901f": 248, "\u8981\u4f7f\u7528": 248, "\u9700\u8981\u542f\u7528": 248, "\u5e76\u4e14\u77e9\u9635": 248, "\u5f20\u91cf\u7684\u7ef4\u5ea6\u9700\u8981\u6ee1\u8db3\u8c03\u7528\u4f7f\u7528": 248, "\u7684\u5185\u6838\u7684\u8981\u6c42": 248, "\u5c06\u5927\u5c0f\u8bbe\u7f6e\u4e3a": 248, "\u4ee5\u6620\u5c04\u5230": 248, "\u7684\u7ef4\u5ea6": 248, "\u6df1\u5ea6\u5b66\u4e60\u6027\u80fd\u6587\u6863": 248, "\u4ee5\u83b7\u53d6\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f\u548c\u7279\u5b9a\u4e8e\u5c42\u7c7b\u578b\u7684\u6307\u5357": 248, "\u5982\u679c\u5c42\u5927\u5c0f\u662f\u7531\u5176\u4ed6\u53c2\u6570\u800c\u4e0d\u662f\u56fa\u5b9a\u503c\u6d3e\u751f\u7684": 248, "\u5b83\u4ecd\u7136\u53ef\u4ee5\u663e\u5f0f\u586b\u5145": 248, "\u6a21\u578b\u4e2d\u7684\u8bcd\u6c47\u91cf\u5927\u5c0f": 248, "\u6df7\u5408\u7cbe\u5ea6\u8bad\u7ec3\u548c": 248, "\u89c6\u9891": 248, "\u5e7b\u706f\u7247": 248, "\u7248\u672c\u5f00\u59cb\u63d0\u4f9b\u539f\u751f": 248, "\u7528\u4e8e\u8bed\u97f3\u8bc6\u522b\u6216": 248, "\u7684\u6a21\u578b\u901a\u5e38\u5728\u5177\u6709\u53ef\u53d8\u5e8f\u5217\u957f\u5ea6\u7684\u8f93\u5165\u5f20\u91cf\u4e0a\u8fdb\u884c\u8bad\u7ec3": 248, "\u53ef\u53d8\u957f\u5ea6\u53ef\u80fd\u4f1a\u5bf9": 248, "\u7f13\u5b58\u5206\u914d\u5668\u9020\u6210\u95ee\u9898": 248, "\u5e76\u5bfc\u81f4\u6027\u80fd\u964d\u4f4e\u6216\u610f\u5916\u7684\u5185\u5b58\u4e0d\u8db3\u9519\u8bef": 248, "\u5982\u679c\u4e00\u4e2a\u77ed\u5e8f\u5217\u957f\u5ea6\u7684\u6279\u6b21\u540e\u9762\u7d27\u8ddf\u7740\u53e6\u4e00\u4e2a\u957f\u5e8f\u5217\u957f\u5ea6\u7684\u6279\u6b21": 248, "\u5c31\u88ab\u8feb\u91ca\u653e\u524d\u4e00\u6b21\u8fed\u4ee3\u7684\u4e2d\u95f4\u7f13\u51b2\u533a": 248, "\u5e76\u91cd\u65b0\u5206\u914d\u65b0\u7684\u7f13\u51b2\u533a": 248, "\u8fd9\u4e2a\u8fc7\u7a0b\u662f\u8017\u65f6\u7684": 248, "\u5e76\u4f1a\u5728\u7f13\u5b58\u5206\u914d\u5668\u4e2d\u9020\u6210\u788e\u7247": 248, "\u4ece\u800c\u53ef\u80fd\u5bfc\u81f4\u5185\u5b58\u4e0d\u8db3\u9519\u8bef": 248, "\u4e00\u4e2a\u5178\u578b\u7684\u89e3\u51b3\u65b9\u6848\u662f\u5b9e\u73b0\u9884\u5206\u914d": 248, "\u5b83\u5305\u62ec\u4ee5\u4e0b\u6b65\u9aa4": 248, "\u751f\u6210\u4e00\u4e2a": [248, 253], "\u901a\u5e38\u662f\u968f\u673a\u7684": 248, "\u5177\u6709\u6700\u5927\u5e8f\u5217\u957f\u5ea6\u7684\u8f93\u5165\u6279\u6b21": 248, "\u8981\u4e48\u5bf9\u5e94\u4e8e\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u7684\u6700\u5927\u957f\u5ea6": 248, "\u8981\u4e48\u5bf9\u5e94\u4e8e\u67d0\u4e2a\u9884\u5b9a\u4e49\u7684\u9608\u503c": 248, "\u4f7f\u7528\u751f\u6210\u7684\u6279\u6b21\u6267\u884c\u524d\u5411\u548c\u540e\u5411\u4f20\u9012": 248, "\u4e0d\u6267\u884c\u4f18\u5316\u5668\u6216\u5b66\u4e60\u7387\u8c03\u5ea6\u5668": 248, "\u8fd9\u4e00\u6b65\u9884\u5206\u914d\u4e86\u6700\u5927\u5927\u5c0f\u7684\u7f13\u51b2\u533a": 248, "\u53ef\u5728\u540e\u7eed\u8bad\u7ec3\u8fed\u4ee3\u4e2d\u91cd\u7528": 248, "\u7ee7\u7eed\u5e38\u89c4\u8bad\u7ec3": 248, "\u6709\u4e24\u79cd\u65b9\u5f0f\u6765\u5b9e\u73b0\u6570\u636e\u5e76\u884c\u8bad\u7ec3": 248, "\u63d0\u4f9b\u4e86\u66f4\u597d\u7684\u6027\u80fd\u548c\u591a": 248, "\u6269\u5c55\u80fd\u529b": 248, "\u6587\u6863\u4e2d": 248, "\u76f8\u5173": 248, "\u6700\u4f73\u5b9e\u8df5\u90e8\u5206": 248, "\u5728\u6bcf\u6b21\u53cd\u5411\u4f20\u64ad\u540e\u6267\u884c\u68af\u5ea6": 248, "\u4ee5\u8ba1\u7b97\u53c2\u4e0e\u8bad\u7ec3\u7684\u6240\u6709\u5de5\u4f5c\u8fdb\u7a0b\u4e0a\u7684\u5e73\u5747\u68af\u5ea6": 248, "\u5982\u679c\u8bad\u7ec3\u4f7f\u7528\u4e86": 248, "\u6b65\u68af\u5ea6\u7d2f\u79ef": 248, "\u90a3\u4e48\u5728\u6bcf\u4e2a\u8bad\u7ec3\u6b65\u9aa4\u540e\u90fd\u4e0d\u9700\u8981\u6267\u884c": 248, "\u53ea\u9700\u5728\u6700\u540e\u4e00\u6b21\u8c03\u7528": 248, "\u5728\u6267\u884c\u4f18\u5316\u5668\u4e4b\u524d\u6267\u884c": 248, "\u63d0\u4f9b\u4e86": 248, "no_sync": 248, "\u7528\u4e8e\u5728\u7279\u5b9a\u8fed\u4ee3\u4e2d\u7981\u7528\u68af\u5ea6": 248, "\u5e94\u8be5\u5e94\u7528\u4e8e\u68af\u5ea6\u7d2f\u79ef\u7684\u524d": 248, "\u6b21\u8fed\u4ee3": 248, "\u6700\u540e\u4e00\u6b21\u8fed\u4ee3\u5e94\u8be5\u9075\u5faa\u9ed8\u8ba4\u6267\u884c": 248, "\u5e76\u6267\u884c\u6240\u9700\u7684\u68af\u5ea6": 248, "\u4f1a\u6839\u636e\u6a21\u578b\u6784\u9020\u51fd\u6570\u4e2d\u5c42\u548c\u53c2\u6570\u7684\u987a\u5e8f\u6765\u6784\u5efa": 248, "\u7684\u6876": 248, "\u4f1a\u4e0e\u53cd\u5411\u4f20\u64ad\u91cd\u53e0": 248, "\u53ea\u6709\u5f53\u7ed9\u5b9a\u6876\u4e2d\u7684\u6240\u6709\u53c2\u6570\u7684\u68af\u5ea6\u90fd\u53ef\u7528\u65f6": 248, "\u624d\u4f1a\u5f02\u6b65\u89e6\u53d1\u8be5\u6876\u7684": 248, "\u4e3a\u4e86\u6700\u5927\u5316\u91cd\u53e0\u91cf": 248, "\u6a21\u578b\u6784\u9020\u51fd\u6570\u4e2d\u7684\u987a\u5e8f\u5e94\u8be5\u5927\u81f4\u4e0e\u6267\u884c\u671f\u95f4\u7684\u987a\u5e8f\u76f8\u5339\u914d": 248, "\u5982\u679c\u987a\u5e8f\u4e0d\u5339\u914d": 248, "\u90a3\u4e48\u6574\u4e2a\u6876\u7684": 248, "\u5c06\u7b49\u5f85\u6700\u540e\u5230\u8fbe\u7684\u68af\u5ea6": 248, "\u8fd9\u53ef\u80fd\u4f1a\u51cf\u5c11\u53cd\u5411\u4f20\u64ad\u548c": 248, "\u4e4b\u95f4\u7684\u91cd\u53e0": 248, "\u53ef\u80fd\u4f1a\u66b4\u9732\u51fa\u6765": 248, "\u4ece\u800c\u51cf\u6162\u8bad\u7ec3\u901f\u5ea6": 248, "\u8fd9\u662f\u9ed8\u8ba4\u8bbe\u7f6e": 248, "\u4f9d\u8d56\u4e8e\u57fa\u4e8e\u53cd\u5411\u4f20\u64ad\u671f\u95f4\u9047\u5230\u7684\u64cd\u4f5c\u987a\u5e8f\u7684\u81ea\u52a8\u6876\u5f62\u6210": 248, "\u65e0\u9700\u91cd\u65b0\u6392\u5217\u5c42\u6216\u53c2\u6570\u5373\u53ef\u83b7\u5f97\u6700\u4f73\u6027\u80fd": 248, "\u5bf9\u4e8e\u5904\u7406\u5e8f\u5217\u6570\u636e\u7684\u6a21\u578b": 248, "\u8bed\u97f3\u8bc6\u522b": 248, "\u7ffb\u8bd1": 248, "\u8bed\u8a00\u6a21\u578b\u7b49": 248, "\u901a\u5e38\u53ef\u80fd\u4f1a\u53d1\u751f\u8d1f\u8f7d\u4e0d\u5747\u8861": 248, "\u5982\u679c\u4e00\u4e2a\u8bbe\u5907\u6536\u5230\u7684\u6279\u6b21\u6570\u636e\u7684\u5e8f\u5217\u957f\u5ea6\u6bd4\u5176\u4ed6\u8bbe\u5907\u957f": 248, "\u90a3\u4e48\u6240\u6709\u8bbe\u5907\u90fd\u8981\u7b49\u5f85\u5b8c\u6210\u6700\u540e\u7684\u5de5\u4f5c\u8fdb\u7a0b": 248, "\u540e\u7aef\u7684\u5206\u5e03\u5f0f\u8bbe\u7f6e\u4e2d": 248, "\u53cd\u5411\u4f20\u64ad\u51fd\u6570\u4f5c\u4e3a\u4e00\u4e2a\u9690\u5f0f\u7684\u540c\u6b65\u70b9": 248, "\u6709\u591a\u79cd\u65b9\u6cd5\u53ef\u4ee5\u89e3\u51b3\u8d1f\u8f7d\u5e73\u8861\u95ee\u9898": 248, "\u6838\u5fc3\u601d\u60f3\u662f\u5728\u6bcf\u4e2a\u5168\u5c40\u6279\u6b21\u4e2d\u5c3d\u53ef\u80fd\u5747\u5300\u5730\u5c06\u5de5\u4f5c\u8d1f\u8f7d\u5206\u5e03\u5230\u6240\u6709\u5de5\u4f5c\u8fdb\u7a0b": 248, "\u901a\u8fc7\u5f62\u6210\u5177\u6709\u5927\u7ea6\u6052\u5b9a\u4ee4\u724c\u6570": 248, "\u800c\u4e0d\u662f\u5e8f\u5217\u6570": 248, "\u7684\u6279\u6b21\u6765\u89e3\u51b3\u4e0d\u5e73\u8861\u95ee\u9898": 248, "\u5176\u4ed6\u6a21\u578b\u901a\u8fc7\u5bf9\u5177\u6709\u76f8\u4f3c\u5e8f\u5217\u957f\u5ea6\u7684\u6837\u672c\u8fdb\u884c\u5206\u6876\u6216\u751a\u81f3\u5bf9\u6570\u636e\u96c6\u6309\u5e8f\u5217\u957f\u5ea6\u8fdb\u884c\u6392\u5e8f\u6765\u89e3\u51b3\u4e0d\u5e73\u8861\u95ee\u9898": 248, "tuning_guid": 248, "\u5728\u8f6c\u79fb\u5b66\u4e60\u6216\u8bad\u7ec3\u65b0\u7684\u590d\u6742\u6a21\u578b\u65f6": 249, "\u52a0\u8f7d\u90e8\u5206\u6a21\u578b\u662f\u5f88\u5e38\u89c1\u7684\u573a\u666f": 249, "\u5229\u7528\u5df2\u7ecf\u8bad\u7ec3\u597d\u7684\u53c2\u6570": 249, "\u5373\u4f7f\u53ea\u6709\u5c11\u6570\u53ef\u7528": 249, "\u4e5f\u5c06\u6709\u52a9\u4e8e\u52a0\u5feb\u8bad\u7ec3\u8fc7\u7a0b\u7684\u542f\u52a8": 249, "\u5e76\u6709\u671b\u4f7f\u60a8\u7684\u6a21\u578b\u6bd4\u4ece\u5934\u5f00\u59cb\u8bad\u7ec3\u6536\u655b\u5f97\u66f4\u5feb": 249, "\u65e0\u8bba\u60a8\u662f\u52a0\u8f7d\u7f3a\u5c11\u67d0\u4e9b\u952e\u7684\u90e8\u5206": 249, "\u8fd8\u662f\u52a0\u8f7d\u6bd4\u9884\u671f\u7684\u6a21\u578b\u66f4\u591a\u952e\u7684": 249, "\u60a8\u90fd\u53ef\u4ee5\u901a\u8fc7": 249, "\u4ee5\u5ffd\u7565\u4e0d\u5339\u914d\u7684\u952e": 249, "\u6211\u4eec\u5c06\u5c1d\u8bd5\u4f7f\u7528\u4e0d\u540c\u6a21\u578b\u7684\u53c2\u6570\u5bf9\u6a21\u578b\u8fdb\u884c\u70ed\u542f\u52a8": 249, "\u6211\u4eec\u5c06\u521b\u5efa\u4e24\u4e2a\u795e\u7ecf\u7f51\u7edc": 249, "\u5c06\u7c7b\u578b": 249, "\u7684\u4e00\u4e2a\u53c2\u6570\u52a0\u8f7d\u5230\u7c7b\u578b": 249, "\u5982\u679c\u60a8\u60f3\u5c06\u4e00\u4e2a\u5c42\u7684\u53c2\u6570\u52a0\u8f7d\u5230\u53e6\u4e00\u4e2a\u5c42": 249, "\u4f46\u662f\u67d0\u4e9b\u952e\u4e0d\u5339\u914d": 249, "\u53ea\u9700\u5c06\u8981\u52a0\u8f7d\u7684": 249, "\u4e2d\u7684\u53c2\u6570\u952e\u540d\u79f0\u66f4\u6539\u4e3a\u4e0e\u8981\u52a0\u8f7d\u5230\u7684\u6a21\u578b\u4e2d\u7684\u952e\u540d\u79f0\u76f8\u5339\u914d\u5373\u53ef": 249, "\u60a8\u53ef\u4ee5\u770b\u5230\u6240\u6709\u952e\u90fd\u5339\u914d\u6210\u529f": 249, "\u60a8\u5df2\u6210\u529f\u4f7f\u7528\u4e0d\u540c\u6a21\u578b\u7684\u53c2\u6570\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u70ed\u542f\u52a8": 249, "\u4f7f\u7528pytorch\u5728\u4e00\u4e2a\u6587\u4ef6\u4e2d\u4fdd\u5b58\u548c\u52a0\u8f7d\u591a\u4e2a\u6a21\u578b": 249, "\u5728pytorch\u4e2d\u8de8\u8bbe\u5907\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b": [249, 251], "\u6a21\u578b\u7684\u53ef\u5b66\u4e60\u53c2\u6570": 250, "\u5373\u6743\u91cd\u548c\u504f\u7f6e": 250, "\u5305\u542b\u5728\u6a21\u578b\u7684\u53c2\u6570\u4e2d": 250, "\u8bbf\u95ee": 250, "\u53ea\u662f\u4e00\u4e2a": 250, "\u5b57\u5178\u5bf9\u8c61": 250, "\u5b83\u5c06\u6bcf\u4e00\u5c42\u6620\u5c04\u5230\u5176\u53c2\u6570\u5f20\u91cf": 250, "\u5982\u679c\u4f7f\u7528": 250, "\u4fdd\u5b58\u6216\u52a0\u8f7d\u6a21\u578b": 250, "\u5c31\u662f\u4e00\u4e2a\u4e0d\u53ef\u6216\u7f3a\u7684\u5b9e\u4f53": 250, "\u5bf9\u8c61\u662f": 250, "\u5b57\u5178": 250, "\u5b83\u4eec\u53ef\u4ee5\u5f88\u5bb9\u6613\u5730\u88ab\u4fdd\u5b58": 250, "\u66f4\u65b0": 250, "\u4fee\u6539\u548c\u6062\u590d": 250, "\u6a21\u578b\u548c\u4f18\u5316\u5668\u66f4\u597d\u7684\u505a\u5230\u4e86\u6a21\u5757\u5316": 250, "\u53ea\u6709\u5177\u6709\u53ef\u5b66\u4e60\u53c2\u6570\u7684\u5c42": 250, "\u5377\u79ef\u5c42": 250, "\u7ebf\u6027\u5c42\u7b49": 250, "\u548c\u5df2\u6ce8\u518c\u7684\u7f13\u51b2\u533a": 250, "\u5728\u6a21\u578b\u7684": 250, "\u4e2d\u6709\u6761\u76ee": 250, "\u4f18\u5316\u5668\u5bf9\u8c61": 250, "\u4e5f\u6709\u4e00\u4e2a": 250, "\u5b83\u5305\u542b\u4e86\u4f18\u5316\u5668\u72b6\u6001\u7684\u4fe1\u606f": 250, "\u4ee5\u53ca\u4f7f\u7528\u7684\u8d85\u53c2\u6570": 250, "\u6211\u4eec\u5c06\u770b\u5230\u5982\u4f55\u5728\u4e00\u4e2a\u7b80\u5355\u7684\u6a21\u578b\u4e2d": 250, "\u662f\u5982\u4f55\u4f7f\u7528\u7684": 250, "\u5b9a\u4e49\u548c\u521d\u59cb\u5316\u795e\u7ecf\u7f51\u7edc": 250, "\u5bfc\u5165\u52a0\u8f7d\u6570\u636e\u6240\u9700\u7684\u5fc5\u8981\u5e93": 250, "\u73b0\u5728\u6211\u4eec\u5df2\u7ecf\u6784\u5efa\u4e86\u6a21\u578b\u548c\u4f18\u5316\u5668": 250, "\u6211\u4eec\u53ef\u4ee5\u4e86\u89e3\u5b83\u4eec\u5404\u81ea\u7684": 250, "\u5c5e\u6027\u4e2d\u4fdd\u5b58\u4e86\u4ec0\u4e48": 250, "\u8fd9\u4e9b\u4fe1\u606f\u5bf9\u4e8e\u5c06\u6765\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b\u548c\u4f18\u5316\u5668\u5f88\u6709\u7528": 250, "\u4f60\u5df2\u7ecf\u6210\u529f\u4f7f\u7528\u4e86": 250, "\u7ee7\u7eed\u4f60\u7684\u5b66\u4e60": 250, "\u4e2d\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b\u7528\u4e8e\u63a8\u7406": 250, "\u4e2d\u4fdd\u5b58\u548c\u52a0\u8f7d\u901a\u7528\u68c0\u67e5\u70b9": 250, "\u6a21\u578b\u80fd\u591f\u901a\u8fc7\u4f7f\u7528\u68af\u5ea6\u4e0b\u964d\u6765\u63d0\u9ad8\u5b83\u4eec\u7684\u7cbe\u5ea6": 251, "\u7b80\u800c\u8a00\u4e4b": 251, "\u68af\u5ea6\u4e0b\u964d\u662f\u901a\u8fc7\u8c03\u6574\u6a21\u578b\u4e2d\u7684\u6743\u91cd\u548c\u504f\u7f6e\u6765\u6700\u5c0f\u5316\u635f\u5931": 251, "\u6216\u8bef\u5dee": 251, "\u7684\u8fc7\u7a0b": 251, "\u662fpytorch\u7684\u4e2d\u5fc3\u7c7b": 251, "\u5f53\u4f60\u521b\u5efa\u4e00\u4e2a\u5f20\u91cf\u65f6": 251, "\u5982\u679c\u5c06\u5176\u5c5e\u6027": 251, "\u8be5\u5bf9\u8c61\u4f1a\u8ddf\u8e2a\u5bf9\u5b83\u7684\u6240\u6709\u64cd\u4f5c": 251, "\u8fd9\u53d1\u751f\u5728\u540e\u7eed\u7684\u53cd\u5411\u4f20\u64ad\u8fc7\u7a0b\u4e2d": 251, "\u8be5\u5f20\u91cf\u7684\u68af\u5ea6\u5c06\u7d2f\u79ef\u5230": 251, "\u6240\u6709\u68af\u5ea6\u7684\u7d2f\u79ef": 251, "\u6216\u6c42\u548c": 251, "\u662f\u5728\u5bf9\u635f\u5931\u5f20\u91cf\u8c03\u7528": 251, "\u65f6\u8ba1\u7b97\u7684": 251, "\u53ef\u80fd\u9700\u8981\u6e05\u96f6\u5f20\u91cf\u7684\u68af\u5ea6": 251, "\u5f53\u4f60\u5f00\u59cb\u8bad\u7ec3\u5faa\u73af\u65f6": 251, "\u4f60\u5e94\u8be5\u6e05\u96f6\u68af\u5ea6": 251, "\u4ee5\u4fbf\u6b63\u786e\u6267\u884c\u6b64\u8ddf\u8e2a": 251, "\u6211\u4eec\u5c06\u5b66\u4e60\u5982\u4f55\u4f7f\u7528pytorch\u5e93\u6e05\u96f6\u68af\u5ea6": 251, "\u6211\u4eec\u5c06\u901a\u8fc7\u5728pytorch\u5185\u7f6e\u7684": 251, "\u6570\u636e\u96c6\u4e0a\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u6765\u6f14\u793a\u5982\u4f55\u505a\u5230\u8fd9\u4e00\u70b9": 251, "\u7531\u4e8e\u6211\u4eec\u5c06\u5728\u672c\u6559\u7a0b\u4e2d\u8bad\u7ec3\u6570\u636e": 251, "\u5982\u679c\u4f60\u5728\u53ef\u8fd0\u884c\u7684\u7b14\u8bb0\u672c\u4e2d": 251, "\u6700\u597d\u5c06\u8fd0\u884c\u65f6\u5207\u6362\u5230gpu\u6216tpu": 251, "\u6211\u4eec\u9700\u8981\u5b89\u88c5\u5b83\u4eec": 251, "\u6b65\u9aa41\u52304\u8bbe\u7f6e\u4e86\u6211\u4eec\u7528\u4e8e\u8bad\u7ec3\u7684\u6570\u636e\u548c\u795e\u7ecf\u7f51\u7edc": 251, "\u6e05\u96f6\u68af\u5ea6\u7684\u8fc7\u7a0b\u53d1\u751f\u5728\u6b65\u9aa45": 251, "\u5982\u679c\u4f60\u5df2\u7ecf\u6784\u5efa\u4e86\u6570\u636e\u548c\u795e\u7ecf\u7f51\u7edc": 251, "\u53ef\u4ee5\u8df3\u8fc7\u524d\u56db\u6b65": 251, "\u76f4\u63a5\u8fdb\u5165\u7b2c5\u6b65": 251, "\u5b9a\u4e49\u635f\u5931\u51fd\u6570": 251, "\u6765\u8bbf\u95ee\u6570\u636e\u96c6": 251, "pytorch\u63d0\u4f9b\u4e86\u5404\u79cd\u5185\u7f6e\u6570\u636e\u96c6": 251, "\u8bf7\u53c2\u9605\u52a0\u8f7d\u6570\u636e\u6559\u7a0b": 251, "\u6211\u4eec\u5c06\u4f7f\u7528\u5377\u79ef\u795e\u7ecf\u7f51\u7edc": 251, "\u8bf7\u53c2\u9605\u5b9a\u4e49\u795e\u7ecf\u7f51\u7edc\u6559\u7a0b": 251, "\u8ba9\u6211\u4eec\u4f7f\u7528\u5206\u7c7b\u4ea4\u53c9\u71b5\u635f\u5931\u548c\u5e26\u52a8\u91cf\u7684sgd": 251, "\u6211\u4eec\u53ea\u9700\u8981\u904d\u5386\u6570\u636e\u8fed\u4ee3\u5668": 251, "\u5e76\u5c06\u8f93\u5165\u9988\u9001\u5230\u7f51\u7edc\u4e2d\u5e76\u4f18\u5316": 251, "\u5bf9\u4e8e\u6bcf\u4e2a\u6570\u636e\u5b9e\u4f53": 251, "\u6211\u4eec\u90fd\u4f1a\u6e05\u96f6\u68af\u5ea6": 251, "\u8fd9\u662f\u4e3a\u4e86\u786e\u4fdd\u5728\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u65f6": 251, "\u6211\u4eec\u4e0d\u4f1a\u8ddf\u8e2a\u4efb\u4f55\u4e0d\u5fc5\u8981\u7684\u4fe1\u606f": 251, "data\u662f\u4e00\u4e2a\u5305\u542b": 251, "\u7684\u5217\u8868": 251, "\u6e05\u96f6\u53c2\u6570\u68af\u5ea6": 251, "\u6bcf2000\u4e2a\u5c0f\u6279\u6b21\u6253\u5370\u4e00\u6b21": 251, "\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528": 251, "\u53ea\u8981\u4f60\u7684\u6240\u6709\u6a21\u578b\u53c2\u6570\u90fd\u5728\u8be5\u4f18\u5316\u5668\u4e2d": 251, "\u548c\u4f7f\u7528": 251, "\u662f\u4e00\u6837\u7684": 251, "\u8bf7\u6839\u636e\u5177\u4f53\u60c5\u51b5\u51b3\u5b9a\u4f7f\u7528\u54ea\u4e00\u79cd\u65b9\u5f0f": 251, "\u4f60\u5df2\u7ecf\u6210\u529f\u5730\u5728pytorch\u4e2d\u6e05\u96f6\u4e86\u68af\u5ea6": 251, "\u7ee7\u7eed\u4f60\u7684\u5b66\u4e60\u4e4b\u65c5": 251, "\u5728pytorch\u4e2d\u52a0\u8f7d\u6570\u636e": 251, "bite": 252, "\u4e0e\u5165\u95e8\u6559\u7a0b\u4e0d\u540c": 252, "\u6b64\u7cfb\u5217\u901a\u8fc7\u7b80\u6d01\u5b9e\u7528\u7684\u793a\u4f8b": 252, "\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528pytorch\u7684\u7279\u6027": 252, "\u6765\u51c6\u5907\u548c\u52a0\u8f7d\u5e38\u89c1\u7684\u6570\u636e\u96c6": 252, "\u5b66\u4e60\u5982\u4f55\u4f7f\u7528torch": 252, "\u4e3amnist\u6570\u636e\u96c6\u521b\u5efa\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc": 252, "\u5bf9\u8c61\u548c": 252, "\u5b57\u5178\u5728": 252, "\u4e2d\u4fdd\u5b58\u6216\u52a0\u8f7d\u6a21\u578b": 252, "\u5728pytorch\u4e2d\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b\u7528\u4e8e\u63a8\u7406\u7684\u4e24\u79cd\u65b9\u5f0f": 252, "state_dict\u548c\u5b8c\u6574\u6a21\u578b": 252, "\u4fdd\u5b58\u548c\u52a0\u8f7d\u4e00\u4e2a\u901a\u7528\u7684\u68c0\u67e5\u70b9\u6a21\u578b": 252, "\u53ef\u4ee5\u5e2e\u52a9\u60a8\u4ece\u4e0a\u6b21\u505c\u6b62\u7684\u5730\u65b9\u7ee7\u7eed\u63a8\u7406\u6216\u8bad\u7ec3": 252, "\u63a2\u7d22\u5982\u4f55\u4fdd\u5b58\u548c\u52a0\u8f7d\u591a\u4e2a\u68c0\u67e5\u70b9": 252, "\u5b66\u4e60\u4fdd\u5b58\u548c\u52a0\u8f7d\u591a\u4e2a\u6a21\u578b": 252, "\u6709\u52a9\u4e8e\u91cd\u7528\u60a8\u4e4b\u524d\u8bad\u7ec3\u8fc7\u7684\u6a21\u578b": 252, "\u4e86\u89e3\u5982\u4f55\u901a\u8fc7\u90e8\u5206\u52a0\u8f7d\u6a21\u578b\u6216\u52a0\u8f7d\u90e8\u5206\u6a21\u578b\u65b9\u5f0f\u6765\u70ed\u542f\u52a8\u8bad\u7ec3\u8fc7\u7a0b": 252, "\u8fd9\u53ef\u4ee5\u5e2e\u52a9\u60a8\u7684\u6a21\u578b\u6bd4\u4ece\u5934\u5f00\u59cb\u8bad\u7ec3\u6536\u655b\u5f97\u66f4\u5feb": 252, "\u8de8\u8bbe\u5907\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b": 252, "\u4e86\u89e3\u5982\u4f55\u4f7f\u7528pytorch\u5728\u4e0d\u540c\u8bbe\u5907": 252, "cpu\u548cgpu": 252, "\u4e4b\u95f4\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b": 252, "\u6e05\u96f6\u68af\u5ea6": 252, "\u4e86\u89e3\u4f55\u65f6\u5e94\u8be5\u6e05\u96f6\u68af\u5ea6": 252, "\u4ee5\u53ca\u8fd9\u6837\u505a\u5982\u4f55\u6709\u52a9\u4e8e\u63d0\u9ad8\u6a21\u578b\u7684\u7cbe\u5ea6": 252, "\u6a21\u5757\u6765\u6d4b\u91cf\u548c\u6bd4\u8f83\u4ee3\u7801\u6027\u80fd": 252, "\u5b66\u4e60\u5982\u4f55\u6d4b\u91cf\u4ee3\u7801\u7247\u6bb5\u7684\u8fd0\u884c\u65f6\u95f4\u548c\u6536\u96c6\u6307\u4ee4": 252, "\u6765\u6d4b\u91cf\u7b97\u5b50\u7684\u65f6\u95f4\u548c\u5185\u5b58\u6d88\u8017": 252, "itt": 252, "\u5b66\u4e60\u5982\u4f55\u4f7f\u7528\u652f\u6301": 252, "\u4e2d\u53ef\u89c6\u5316\u7b97\u5b50\u6807\u7b7e": 252, "\u540e\u7aef": 252, "\u4e2d\u63a8\u7406\u5f62\u72b6": 252, "\u8bbe\u5907\u6765\u63a8\u7406\u6a21\u578b\u4e2d\u7684\u5f62\u72b6": 252, "\u5b66\u4e60\u4ece\u68c0\u67e5\u70b9\u52a0\u8f7d": 252, "\u89c2\u5bdf": 252, "\u65e5\u5fd7": 252, "\u89c2\u5bdf\u7f16\u8bd1\u8fc7\u7a0b": [252, 257], "\u4e2d\u7528\u4e8e\u52a0\u8f7d": 252, "\u4e2d\u7684\u65b0\u6269\u5c55\u70b9": 252, "\u5e76\u53ef\u89c6\u5316\u5f52\u56e0\u7ed3\u679c": 252, "\u5982\u4f55\u5728": [252, 258], "\u5b66\u4e60\u5728": 252, "\u7684\u57fa\u672c\u7528\u6cd5": 252, "\u4ee5\u53ca\u5982\u4f55\u5728": 252, "\u4e2d\u53ef\u89c6\u5316\u6570\u636e": 252, "\u5bf9\u4e00\u4e2a\u7b80\u5355\u7684": 252, "\u6a21\u578b\u5e94\u7528\u52a8\u6001\u91cf\u5316": 252, "\u90e8\u7f72\u65f6\u4f7f\u7528": 252, "\u5b66\u4e60\u5982\u4f55\u5c06\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u5bfc\u51fa\u4e3a": 252, "\u6a21\u578b\u5e76\u8fdb\u884c\u63a8\u7406": [252, 258], "\u8fdb\u884c\u90e8\u7f72": 252, "\u5b66\u4e60\u5982\u4f55\u4f7f\u7528\u8f7b\u91cf\u7ea7": 252, "\u5feb\u901f\u4ece\u8bad\u7ec3\u597d\u7684": 252, "\u6a21\u578b\u642d\u5efa": 252, "\u79fb\u52a8\u7aef\u6027\u80fd\u4f18\u5316\u6280\u5de7": 252, "\u5728\u79fb\u52a8\u7aef": 252, "\u65f6\u7684\u4e00\u4e9b\u6027\u80fd\u4f18\u5316\u6280\u5de7": 252, "\u5236\u4f5c\u4f7f\u7528": 252, "\u9884\u7f16\u8bd1\u5e93\u7684": 252, "\u539f\u751f\u5e94\u7528": 252, "\u5b66\u4e60\u5982\u4f55\u4ece\u5934\u5f00\u59cb\u5236\u4f5c\u4f7f\u7528": 252, "\u5e26\u81ea\u5b9a\u4e49": 252, "\u7b97\u5b50": 252, "\u5e94\u7528": 252, "\u878d\u5408\u6a21\u5757\u6280\u5de7": 252, "\u5b66\u4e60\u5982\u4f55\u5728\u91cf\u5316\u4e4b\u524d\u5c06\u4e00\u7cfb\u5217": 252, "\u6a21\u5757\u878d\u5408\u4e3a\u5355\u4e2a\u6a21\u5757": 252, "\u4ee5\u51cf\u5c0f\u6a21\u578b\u5927\u5c0f": 252, "\u79fb\u52a8\u7aef\u91cf\u5316\u6280\u5de7": 252, "\u5b66\u4e60\u5982\u4f55\u5728\u4e0d\u592a\u635f\u5931\u7cbe\u5ea6\u7684\u60c5\u51b5\u4e0b\u51cf\u5c0f\u6a21\u578b\u5927\u5c0f\u5e76\u52a0\u5feb\u8fd0\u884c\u901f\u5ea6": 252, "\u4e3a\u79fb\u52a8\u7aef\u811a\u672c\u5316\u548c\u4f18\u5316": 252, "\u5b66\u4e60\u5982\u4f55\u5c06\u6a21\u578b\u8f6c\u6362\u4e3a": 252, "\u4e3a\u79fb\u52a8\u5e94\u7528\u4f18\u5316": 252, "\u7aef\u6a21\u578b\u51c6\u5907\u6280\u5de7": 252, "\u5b66\u4e60\u5982\u4f55\u5c06\u6a21\u578b\u6dfb\u52a0\u5230": 252, "\u9879\u76ee\u4e2d": 252, "\u4e0a\u7684\u79fb\u52a8\u7aef\u89e3\u91ca\u5668\u5de5\u4f5c\u6d41\u7a0b": 252, "\u5b66\u4e60\u5982\u4f55\u5728": 252, "\u8bbe\u5907\u4e0a\u4f7f\u7528\u79fb\u52a8\u7aef\u89e3\u91ca\u5668": 252, "\u5206\u6790\u57fa\u4e8e": 252, "\u7684\u5de5\u4f5c\u8d1f\u8f7d": 252, "\u4e0a\u51cf\u5c11\u8fd0\u884c\u65f6\u95f4\u5e76\u8282\u7701\u5185\u5b58": 252, "\u6027\u80fd\u4f18\u5316\u6307\u5357": 252, "\u5b9e\u73b0\u6700\u4f73\u6027\u80fd\u7684\u6280\u5de7": 252, "\u5904\u7406\u5668\u4e0a\u4f18\u5316": 252, "\u63a8\u7406\u6027\u80fd": 252, "\u4e0a\u5b9e\u73b0\u6700\u4f73\u63a8\u7406\u6027\u80fd\u7684\u6280\u5de7": 252, "\u5229\u7528": 252, "\u9ad8\u7ea7\u77e9\u9635\u6269\u5c55": 252, "\u5b66\u4e60\u5982\u4f55\u5229\u7528": 252, "\u7f16\u8bd1\u4f18\u5316\u5668": [252, 256], "\u52a0\u901f\u4f18\u5316\u5668": 252, "\u4f7f\u7528\u5b66\u4e60\u7387\u8c03\u5ea6\u5668\u8fd0\u884c\u7f16\u8bd1\u540e\u7684\u4f18\u5316\u5668": 252, "\u4f18\u5316\u5668\u52a0\u901f\u8bad\u7ec3": 252, "\u4e2d\u4f7f\u7528\u7528\u6237\u5b9a\u4e49\u7684": 252, "\u4e2d\u4f7f\u7528\u7528\u6237\u5b9a\u4e49\u7684\u5185\u6838": 252, "\u4e86\u89e3\u5982\u4f55\u4f7f\u7528\u533a\u57df\u7f16\u8bd1\u6765\u63a7\u5236\u51b7\u542f\u52a8\u7f16\u8bd1\u65f6\u95f4": 252, "\u8f7b\u677e\u91cf\u5316": 252, "\u5165\u95e8": 252, "\u5206\u7247\u4f18\u5316\u5668\u72b6\u6001": [252, 260], "\u51cf\u5c11\u5185\u5b58\u6d88\u8017": 252, "\u5b9e\u73b0\u76f4\u63a5\u8bbe\u5907\u95f4\u901a\u4fe1": 252, "\u5982\u4f55\u4f7f\u7528\u652f\u6301\u76f4\u63a5": 252, "\u901a\u4fe1\u7684": 252, "\u7684\u5206\u5e03\u5f0f\u4f18\u5316\u5668": 252, "\u5982\u4f55\u4e3a\u5206\u5e03\u5f0f\u4f18\u5316\u5668\u542f\u7528": 252, "\u5206\u5e03\u5f0f\u68c0\u67e5\u70b9": 252, "dcp": 252, "\u5b66\u4e60\u5982\u4f55\u4f7f\u7528\u5206\u5e03\u5f0f\u68c0\u67e5\u70b9\u5305\u68c0\u67e5\u70b9\u5206\u5e03\u5f0f\u6a21\u578b": 252, "diffus": 252, "\u6a21\u578b\u90e8\u7f72\u4e3a": 252, "vertex": 252, "\u7aef\u70b9": 252, "\u4e2d\u90e8\u7f72\u6a21\u578b": 252, "animesh": 253, "jain": 253, "\u968f\u7740\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u53d8\u5f97\u8d8a\u6765\u8d8a\u5927": 253, "\u8fd9\u4e9b\u6a21\u578b\u7684\u7f16\u8bd1\u65f6\u95f4\u4e5f\u4f1a\u589e\u52a0": 253, "\u8fd9\u79cd\u5ef6\u957f\u7684\u7f16\u8bd1\u65f6\u95f4\u53ef\u80fd\u4f1a\u589e\u52a0": 253, "\u63a8\u7406\u670d\u52a1\u7684\u542f\u52a8\u65f6\u95f4\u6216\u5927\u89c4\u6a21\u8bad\u7ec3\u4e2d\u7684\u8d44\u6e90\u6d6a\u8d39": 253, "\u672c\u6559\u7a0b\u5c55\u793a\u4e86\u4e00\u4e2a\u901a\u8fc7\u9009\u62e9\u7f16\u8bd1\u6a21\u578b\u7684\u91cd\u590d\u533a\u57df": 253, "\u800c\u4e0d\u662f\u6574\u4e2a\u6a21\u578b\u6765\u51cf\u5c11\u51b7\u542f\u52a8\u7f16\u8bd1\u65f6\u95f4\u7684\u793a\u4f8b": 253, "\u9700\u8981\u5148\u5b89\u88c5": 253, "\u6b64\u529f\u80fd\u4ece": 253, "\u7248\u672c\u5f00\u59cb\u53ef\u7528": 253, "\u5982\u679c\u60a8\u4f7f\u7528\u7684\u662f": 253, "\u7248\u672c": 253, "\u53ef\u4ee5\u542f\u7528\u914d\u7f6e\u6807\u5fd7": 253, "inline_inbuilt_nn_modul": 253, "\u4ee5\u9632\u6b62\u533a\u57df\u7f16\u8bd1\u671f\u95f4\u7684\u91cd\u65b0\u7f16\u8bd1": 253, "\u7248\u672c\u4e2d": 253, "\u6b64\u6807\u5fd7\u9ed8\u8ba4\u542f\u7528": 253, "perf_count": 253, "\u6211\u4eec\u5c06\u9075\u5faa\u4ee5\u4e0b\u6b65\u9aa4": 253, "\u5bfc\u5165\u6240\u6709\u5fc5\u8981\u7684\u5e93": 253, "\u5b9a\u4e49\u5e76\u521d\u59cb\u5316\u4e00\u4e2a\u5177\u6709\u91cd\u590d\u533a\u57df\u7684\u795e\u7ecf\u7f51\u7edc": 253, "\u7406\u89e3\u5b8c\u6574\u6a21\u578b\u548c\u533a\u57df\u7f16\u8bd1\u4e4b\u95f4\u7684\u533a\u522b": 253, "\u6d4b\u91cf\u5b8c\u6574\u6a21\u578b\u548c\u533a\u57df\u7f16\u8bd1\u7684\u7f16\u8bd1\u65f6\u95f4": 253, "\u8ba9\u6211\u4eec\u5bfc\u5165\u52a0\u8f7d\u6570\u636e\u6240\u9700\u7684\u5e93": 253, "\u8ba9\u6211\u4eec\u5b9a\u4e49\u5e76\u521d\u59cb\u5316\u4e00\u4e2a\u5177\u6709\u91cd\u590d\u533a\u57df\u7684\u795e\u7ecf\u7f51\u7edc": 253, "\u795e\u7ecf\u7f51\u7edc\u7531\u91cd\u590d\u7684\u5c42\u7ec4\u6210": 253, "\u4e00\u4e2a\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7531\u8bb8\u591a": 253, "\u5757\u7ec4\u6210": 253, "\u7c7b\u521b\u5efa\u4e00\u4e2a": 253, "\u4f5c\u4e3a\u91cd\u590d\u533a\u57df\u7684\u4ee3\u7406": 253, "\u6211\u4eec\u5c06\u521b\u5efa\u4e00\u4e2a\u7531": 253, "\u7c7b\u5b9e\u4f8b\u7ec4\u6210\u7684": 253, "relu1": 253, "relu2": 253, "apply_regional_compil": 253, "\u4ec5\u5bf9\u91cd\u590d\u7684\u5c42\u5e94\u7528\u7f16\u8bd1": 253, "\u5728\u533a\u57df\u7f16\u8bd1\u4e2d": 253, "\u4e0d\u5728": 253, "\u7684\u8303\u56f4\u5185": 253, "\u8ba9\u6211\u4eec\u56de\u987e\u4e00\u4e0b\u5b8c\u6574\u6a21\u578b\u548c\u533a\u57df\u7f16\u8bd1\u4e4b\u95f4\u7684\u533a\u522b": 253, "\u5728\u5b8c\u6574\u6a21\u578b\u7f16\u8bd1\u4e2d": 253, "\u6574\u4e2a\u6a21\u578b\u4f5c\u4e3a\u4e00\u4e2a\u6574\u4f53\u8fdb\u884c\u7f16\u8bd1": 253, "\u8fd9\u662f\u5927\u591a\u6570\u7528\u6237\u4f7f\u7528": 253, "\u7684\u5e38\u89c1\u65b9\u6cd5": 253, "\u5e94\u7528\u4e8e": 253, "\u8fd9\u5c06\u6709\u6548\u5730\u5185\u8054": 253, "\u5927\u7684\u56fe\u8fdb\u884c\u7f16\u8bd1": 253, "\u60a8\u53ef\u4ee5\u901a\u8fc7\u8fd0\u884c\u6b64\u6559\u7a0b\u5e76\u8bbe\u7f6e": 253, "graph_cod": 253, "\u6765\u67e5\u770b\u5b8c\u6574\u7684\u56fe": 253, "full_compiled_model": 253, "\u533a\u57df\u7f16\u8bd1\u5bf9\u6a21\u578b\u7684\u67d0\u4e2a\u533a\u57df\u8fdb\u884c\u7f16\u8bd1": 253, "\u901a\u8fc7\u6218\u7565\u6027\u5730\u9009\u62e9\u7f16\u8bd1\u6a21\u578b\u7684\u91cd\u590d\u533a\u57df": 253, "\u6211\u4eec\u53ef\u4ee5\u7f16\u8bd1\u4e00\u4e2a\u5c0f\u5f97\u591a\u7684\u56fe": 253, "\u7136\u540e\u5c06\u7f16\u8bd1\u540e\u7684\u56fe\u7528\u4e8e\u6240\u6709\u533a\u57df": 253, "\u4ec5\u5e94\u7528\u4e8e": 253, "\u800c\u4e0d\u662f\u6574\u4e2a\u6a21\u578b": 253, "regional_compiled_model": 253, "\u5c06\u7f16\u8bd1\u5e94\u7528\u4e8e\u91cd\u590d\u533a\u57df\u800c\u4e0d\u662f\u6574\u4e2a\u6a21\u578b": 253, "\u53ef\u4ee5\u5927\u5927\u8282\u7701\u7f16\u8bd1\u65f6\u95f4": 253, "\u6211\u4eec\u5c06\u53ea\u7f16\u8bd1\u4e00\u4e2a\u5c42\u5b9e\u4f8b": 253, "\u7136\u540e\u5728": 253, "\u5bf9\u8c61\u4e2d\u91cd\u590d\u4f7f\u7528": 253, "\u5bf9\u4e8e\u91cd\u590d\u533a\u57df": 253, "\u6a21\u578b\u7684\u67d0\u4e9b\u90e8\u5206\u53ef\u80fd\u4e0d\u4f1a\u88ab\u7f16\u8bd1": 253, "\u4e0d\u5728\u533a\u57df\u7f16\u8bd1\u7684\u8303\u56f4\u5185": 253, "\u8fd8\u8981\u6ce8\u610f": 253, "\u6027\u80fd\u63d0\u5347\u548c\u7f16\u8bd1\u65f6\u95f4\u4e4b\u95f4\u5b58\u5728\u6743\u8861": 253, "\u5b8c\u6574\u6a21\u578b\u7f16\u8bd1\u6d89\u53ca\u66f4\u5927\u7684\u56fe": 253, "\u5e76\u4e14\u7406\u8bba\u4e0a\u63d0\u4f9b\u4e86\u66f4\u591a\u7684\u4f18\u5316\u7a7a\u95f4": 253, "\u51fa\u4e8e\u5b9e\u9645\u76ee\u7684": 253, "\u5e76\u4e14\u6839\u636e\u6a21\u578b\u7684\u4e0d\u540c": 253, "\u6211\u4eec\u89c2\u5bdf\u5230\u5b8c\u6574\u6a21\u578b\u548c\u533a\u57df\u7f16\u8bd1\u4e4b\u95f4\u7684\u901f\u5ea6\u63d0\u5347\u5dee\u5f02\u5f88\u5c0f\u7684\u60c5\u51b5\u5f88\u591a": 253, "\u8ba9\u6211\u4eec\u6d4b\u91cf\u5b8c\u6574\u6a21\u578b\u548c\u533a\u57df\u7f16\u8bd1\u7684\u7f16\u8bd1\u65f6\u95f4": 253, "\u7f16\u8bd1\u5668": [253, 258], "\u8fd9\u610f\u5473\u7740\u5b83\u5728\u7b2c\u4e00\u6b21\u8c03\u7528\u65f6\u8fdb\u884c\u7f16\u8bd1": 253, "\u5728\u4e0b\u9762\u7684\u4ee3\u7801\u4e2d": 253, "\u6211\u4eec\u6d4b\u91cf\u7b2c\u4e00\u6b21\u8c03\u7528\u6240\u82b1\u8d39\u7684\u603b\u65f6\u95f4": 253, "\u867d\u7136\u8fd9\u79cd\u65b9\u6cd5\u4e0d\u7cbe\u786e": 253, "\u4f46\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5f88\u597d\u7684\u4f30\u8ba1": 253, "\u56e0\u4e3a\u5927\u90e8\u5206\u65f6\u95f4\u90fd\u82b1\u5728\u7f16\u8bd1\u4e0a": 253, "measure_lat": 253, "\u91cd\u7f6e\u7f16\u8bd1\u5668\u7f13\u5b58\u4ee5\u786e\u4fdd\u4e0d\u540c\u8fd0\u884c\u4e4b\u95f4\u6ca1\u6709\u91cd\u7528": 253, "fresh_inductor_cach": 253, "full_model_compilation_lat": 253, "regional_compilation_lat": 253, "\u672c\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728\u6a21\u578b\u5177\u6709\u91cd\u590d\u533a\u57df\u65f6\u63a7\u5236\u51b7\u542f\u52a8\u7f16\u8bd1\u65f6\u95f4": 253, "\u8fd9\u79cd\u65b9\u6cd5\u9700\u8981\u7528\u6237\u4fee\u6539\u4ee5\u5c06": 253, "\u91cd\u590d\u533a\u57df": 253, "\u800c\u4e0d\u662f\u66f4\u5e38\u7528\u7684\u5168\u6a21\u578b\u7f16\u8bd1": 253, "\u6211\u4eec\u6b63\u5728\u4e0d\u65ad\u52aa\u529b\u51cf\u5c11\u51b7\u542f\u52a8\u7f16\u8bd1\u65f6\u95f4": 253, "regional_compil": 253, "tracerwarn": 254, "_0": 254, "WITH": 254, "encoder_input": 254, "decoder_input1": 254, "decoder_input2": 254, "decoder_input3": 254, "scripted_encod": 254, "scripted_decod": 254, "optimized_torchscript_model": 254, "hoist": 254, "blocklist": 254, "\u4e3a\u4e86\u66f4\u597d\u5730\u4e0e": 255, "\u534f\u4f5c": 255, "\u6269\u5c55\u5b9e\u73b0\u4e86\u4e00\u4e2a\u540d\u4e3a": 255, "\u7684\u540e\u7aef": 255, "\u5b83\u65e8\u5728\u63d0\u9ad8": 255, "\u5e73\u53f0\u4e0a\u7684\u786c\u4ef6\u8d44\u6e90\u4f7f\u7528\u6548\u7387": 255, "\u4ece\u800c\u83b7\u5f97\u66f4\u597d\u7684\u6027\u80fd": 255, "\u540e\u7aef\u662f\u901a\u8fc7": 255, "\u6269\u5c55\u4e2d\u8fdb\u4e00\u6b65\u7684\u5b9a\u5236\u8bbe\u8ba1\u6765\u5b9e\u73b0\u6a21\u578b\u7f16\u8bd1\u7684": 255, "\u67e5\u770b\u4e0b\u9762\u7684\u793a\u4f8b": 255, "\u4e86\u89e3\u5982\u4f55\u5c06": 255, "\u540e\u7aef\u4e0e": 255, "\u8fdb\u884c": 255, "\u6570\u636e\u7c7b\u578b\u7684\u6a21\u578b\u8bad\u7ec3": 255, "\u4ee3\u7801\u4fee\u6539": 255, "\u53ef\u9009\u62e9\u8c03\u7528\u4ee5\u4e0b": 255, "\u5e94\u7528\u524d\u7aef\u4f18\u5316": 255, "compile_model": 255, "\u6570\u636e\u7c7b\u578b\u7684\u6a21\u578b\u63a8\u7406": 255, "resnet50_weight": 255, "weights_prepack": 255, "oguz": 256, "ulgen": 256, "\u7528\u6237\u81ea\u5b9a\u4e49\u7684": 256, "\u5185\u6838\u53ef\u7528\u4e8e\u4f18\u5316\u6a21\u578b\u8ba1\u7b97\u7684\u7279\u5b9a\u90e8\u5206": 256, "\u8fd9\u4e9b\u5185\u6838\u662f\u7528": 256, "\u8bed\u8a00\u7f16\u5199\u7684": 256, "\u65e8\u5728\u66f4\u5bb9\u6613\u5b9e\u73b0\u786c\u4ef6\u7684\u5cf0\u503c\u6027\u80fd": 256, "\u901a\u8fc7\u5728": 256, "\u4e2d\u4f7f\u7528\u7528\u6237\u81ea\u5b9a\u4e49\u7684": 256, "\u60a8\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u4f18\u5316\u8fc7\u7684\u8ba1\u7b97\u96c6\u6210\u5230": 256, "\u6a21\u578b\u4e2d": 256, "\u4ece\u800c\u53ef\u80fd\u83b7\u5f97\u663e\u8457\u7684\u6027\u80fd\u63d0\u5347": 256, "\u672c\u6559\u7a0b\u6f14\u793a\u4e86\u5982\u4f55\u5728": 256, "\u5728\u5f00\u59cb\u672c\u6559\u7a0b\u4e4b\u524d": 256, "\u8bf7\u786e\u4fdd\u60a8\u5177\u5907\u4ee5\u4e0b\u6761\u4ef6": 256, "\u6709\u57fa\u672c\u7684\u4e86\u89e3": 256, "\u8bed\u8a00\u6587\u6863": 256, "_triton": 256, "has_triton": 256, "\u5728\u6b64\u793a\u4f8b\u4e2d": 256, "\u6211\u4eec\u5c06\u4f7f\u7528\u6765\u81ea": 256, "\u6587\u6863\u7684\u4e00\u4e2a\u7b80\u5355\u5411\u91cf\u52a0\u6cd5\u5185\u6838\u4e0e": 256, "\u7531\u4e8e\u6b64\u8bbe\u5907\u4e0d\u652f\u6301": 256, "\u56e0\u6b64\u8df3\u8fc7": 256, "add_kernel": 256, "out_ptr": 256, "n_element": 256, "block_siz": 256, "constexpr": 256, "pid": 256, "program_id": 256, "block_start": 256, "add_fn": 256, "cdiv": 256, "\u5411\u91cf\u52a0\u6cd5": 256, "nx": 256, "ny": 256, "n\u7ed3\u679c\u4e3a": 256, "\u7684\u81ea\u52a8\u8c03\u4f18\u529f\u80fd\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u5de5\u5177": 256, "\u53ef\u81ea\u52a8\u4f18\u5316": 256, "\u5185\u6838\u7684\u914d\u7f6e\u53c2\u6570": 256, "\u5b83\u63a2\u7d22\u4e00\u7cfb\u5217\u53ef\u80fd\u7684\u914d\u7f6e": 256, "\u5e76\u9009\u62e9\u4e3a\u60a8\u7684\u7279\u5b9a\u7528\u4f8b\u63d0\u4f9b\u6700\u4f73\u6027\u80fd\u7684\u914d\u7f6e": 256, "\u4e00\u8d77\u4f7f\u7528\u65f6": 256, "\u53ef\u4ee5\u5e2e\u52a9\u786e\u4fdd\u60a8\u7684": 256, "\u6a21\u578b\u4ee5\u6700\u9ad8\u6548\u7684\u65b9\u5f0f\u8fd0\u884c": 256, "\u4e0b\u9762\u662f\u4f7f\u7528": 256, "\u4ec5\u652f\u6301": 256, "\u7684\u914d\u7f6e\u548c\u5173\u952e\u53c2\u6570": 256, "num_stag": 256, "num_warp": 256, "add_kernel_autotun": 256, "\u4e2d\u5bf9\u7528\u6237\u81ea\u5b9a\u4e49": 256, "\u5185\u6838\u7684\u652f\u6301\u5305\u62ec\u52a8\u6001\u5f62\u72b6": 256, "\u60a8\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u529f\u80fd\u7ec4\u5408\u5728\u4e00\u8d77\u6784\u5efa\u590d\u6742\u7684\u9ad8\u6027\u80fd\u6a21\u578b": 256, "\u4e5f\u9700\u8981\u6ce8\u610f\u4e00\u4e9b\u9650\u5236": 256, "\u76ee\u524d\u4e0d\u652f\u6301\u5f20\u91cf\u5b50\u7c7b\u548c\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd": 256, "\u53ef\u4ee5\u5355\u72ec\u4f7f\u7528\u6216\u5728": 256, "\u4e4b\u524d\u4f7f\u7528": 256, "\u4f46\u4e0d\u80fd\u5728": 256, "\u4e4b\u540e\u4f7f\u7528": 256, "\u8fd9\u610f\u5473\u7740\u5982\u679c\u8981\u4e00\u8d77\u4f7f\u7528": 256, "\u5219\u5fc5\u987b\u5148\u4f7f\u7528": 256, "\u6211\u4eec\u63a2\u8ba8\u4e86\u5982\u4f55\u5728": 256, "\u6211\u4eec\u6df1\u5165\u7814\u7a76\u4e86\u4f7f\u7528\u7b80\u5355\u5411\u91cf\u52a0\u6cd5\u5185\u6838\u7684\u57fa\u672c\u7528\u6cd5": 256, "\u4ee5\u53ca\u6d89\u53ca": 256, "\u81ea\u52a8\u8c03\u4f18\u529f\u80fd\u7684\u9ad8\u7ea7\u7528\u6cd5": 256, "\u6211\u4eec\u8fd8\u8ba8\u8bba\u4e86\u7528\u6237\u81ea\u5b9a\u4e49": 256, "\u5185\u6838\u4e0e\u5176\u4ed6": 256, "\u529f\u80fd\u7684\u53ef\u7ec4\u5408\u6027": 256, "\u5e76\u5f3a\u8c03\u4e86\u4e00\u4e9b\u5f53\u524d\u7684\u9650\u5236": 256, "\u4f7f\u7528\u7f29\u653e\u70b9\u79ef\u6ce8\u610f\u529b\u5b9e\u73b0\u9ad8\u6027\u80fd": 256, "torch_compile_user_defined_triton_kernel_tutori": 256, "\u672c\u6559\u7a0b\u4ecb\u7ecd\u4e86": 257, "\u73af\u5883\u53d8\u91cf\u4ee5\u53ca": 257, "\u5e76\u6f14\u793a\u4e86\u5982\u4f55\u5c06\u5176\u5e94\u7528\u4e8e\u89c2\u5bdf": 257, "\u7684\u5404\u4e2a\u9636\u6bb5": 257, "\u6211\u4eec\u5c06\u8bbe\u7f6e\u4e00\u4e2a\u7b80\u5355\u7684": 257, "\u6267\u884c\u5143\u7d20\u7ea7\u52a0\u6cd5": 257, "\u8fd8\u6709\u4e00\u4e2a\u73af\u5883\u53d8\u91cf": 257, "\u53ef\u7528\u4e8e\u5728\u547d\u4ee4\u884c\u4e2d\u66f4\u6539\u65e5\u5fd7\u8bbe\u7f6e": 257, "\u6bcf\u4e2a\u793a\u4f8b\u90fd\u663e\u793a\u4e86\u7b49\u6548\u7684\u73af\u5883\u53d8\u91cf\u8bbe\u7f6e": 257, "\u5982\u679c\u8bbe\u5907\u4e0d\u652f\u6301": 257, "\u8df3\u8fc7": 257, "\u56e0\u4e3a\u6b64\u8bbe\u5907\u4e0d\u652f\u6301": 257, "\u5728\u6bcf\u4e2a\u793a\u4f8b\u4e4b\u95f4\u6253\u5370\u5206\u9694\u7b26\u5e76\u91cd\u7f6e": 257, "\u8ddf\u8e2a": 257, "\u8ddf\u8e2a\u7684\u56fe\u5f62": 257, "\u67e5\u770b\u8ddf\u8e2a\u7684\u56fe\u5f62": 257, "\u878d\u5408\u51b3\u7b56": 257, "\u67e5\u770b\u878d\u5408\u51b3\u7b56": 257, "\u8f93\u51fa\u4ee3\u7801": 257, "\u751f\u6210\u7684\u8f93\u51fa\u4ee3\u7801": 257, "\u73af\u5883\u53d8\u91cf\u548c": 257, "\u5e76\u901a\u8fc7\u5b9e\u9a8c\u4e86\u4e00\u5c0f\u90e8\u5206\u53ef\u7528\u7684\u65e5\u5fd7\u9009\u9879": 257, "\u8981\u67e5\u770b\u6240\u6709\u53ef\u7528\u9009\u9879\u7684\u63cf\u8ff0": 257, "\u8bf7\u8fd0\u884c\u4efb\u4f55\u5bfc\u5165": 257, "\u60a8\u53ef\u4ee5\u67e5\u770b": 257, "\u4ee5\u67e5\u770b\u6240\u6709\u53ef\u7528\u65e5\u5fd7\u9009\u9879\u7684\u63cf\u8ff0": 257, "\u5982\u4f55\u5c06\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u5bfc\u51fa\u4e3a": 258, "\u5b89\u88c5\u8fd9\u4e09\u4e2a": 258, "\u7ec4\u4ef6\u7684\u8bf4\u660e\u53ef\u5728": 258, "\u7f16\u8bd1\u5668\u5219\u53d6\u51b3\u4e8e\u60a8\u7684\u5e73\u53f0": 258, "\u7684\u4e2d\u95f4\u8868\u793a": 258, "\u53ef\u4ee5\u5728\u9ad8\u6027\u80fd\u73af\u5883": 258, "\u5b83\u662f": 258, "\u7684\u4e00\u4e2a\u9ad8\u6027\u80fd\u5b50\u96c6": 258, "\u65e8\u5728\u88ab": 258, "\u540e\u8005\u4f1a\u5bf9\u6a21\u578b\u7684\u8ba1\u7b97\u8fdb\u884c\u8fd0\u884c\u65f6\u4f18\u5316": 258, "\u662f\u4f7f\u7528": 258, "\u6a21\u578b\u8fdb\u884c\u5927\u89c4\u6a21\u63a8\u7406\u7684\u63a8\u8350\u6a21\u578b\u683c\u5f0f": 258, "\u6a21\u578b\u6559\u7a0b": 258, "\u5b8c\u6574\u7684": 258, "\u6587\u6863_": 258, "\u4f5c\u4e3a\u793a\u4f8b": 258, "\u8ba9\u6211\u4eec\u4f7f\u7528\u4e00\u4e2a\u9884\u8bad\u7ec3\u7684\u89c6\u89c9\u6a21\u578b": 258, "\u4e2d\u7684\u6240\u6709\u9884\u8bad\u7ec3\u6a21\u578b\u90fd\u4e0e": 258, "\u517c\u5bb9": 258, "\u53ef\u4ee5\u5728\u811a\u672c\u4e2d\u6216\u4ece": 258, "repl": 258, "r18": 258, "\u73b0\u5728\u6211\u4eec\u6709\u4e00\u4e2a\u9884\u8bad\u7ec3\u6a21\u578b\u7684\u5b9e\u4f8b": 258, "r18_script": 258, "\u5bfc\u51fa": 258, "\u5feb\u901f\u6d4b\u8bd5\u4e00\u4e0b": 258, "\u8ba9\u6211\u4eec\u5feb\u901f\u68c0\u67e5\u4e00\u4e0b\u4e24\u4e2a\u6a21\u578b\u7684\u7b49\u4ef7\u6027": 258, "unscripted_output": 258, "scripted_output": 258, "unscripted_top5": 258, "scripted_top5": 258, "\u4f1a\u770b\u5230\u4e24\u4e2a\u7248\u672c\u7684\u6a21\u578b\u7ed9\u51fa\u76f8\u540c\u7684\u7ed3\u679c": 258, "463": 258, "\u786e\u8ba4\u68c0\u67e5\u901a\u8fc7\u540e": 258, "\u7ee7\u7eed\u4fdd\u5b58\u6a21\u578b": 258, "\u521b\u5efa\u4ee5\u4e0b": 258, "\u5e76\u5c06\u5176\u547d\u540d\u4e3a": 258, "ts": 258, "\u53cd\u5e8f\u5217\u5316": 258, "msg_without_backtrac": 258, "\u786e\u4fdd\u81ea\u52a8\u68af\u5ea6\u8ba1\u7b97\u5173\u95ed": 258, "\u5173\u95ed": 258, "\u548c\u5176\u4ed6\u8bad\u7ec3\u65f6\u5c42": 258, "\u521b\u5efa\u4e00\u4e2a\u8f93\u5165": 258, "\u6267\u884c\u6a21\u578b\u5e76\u5c06\u8f93\u51fa\u6253\u5305\u4e3a\u5f20\u91cf": 258, "output_sm": 258, "softmaxfuncopt": 258, "top5_tensor": 258, "ndone": 258, "\u7a0b\u5e8f\u6b65\u9aa4": 258, "\u52a0\u8f7d\u60a8\u5728\u547d\u4ee4\u884c\u4e0a\u6307\u5b9a\u7684\u6a21\u578b": 258, "\u521b\u5efa\u4e00\u4e2a\u865a\u62df\u7684": 258, "\u8f93\u5165\u5f20\u91cf": 258, "\u5bf9\u8f93\u5165\u6267\u884c\u63a8\u7406": 258, "\u8bf7\u6ce8\u610f\u8fd9\u6bb5\u4ee3\u7801\u4e2d\u6ca1\u6709\u4f9d\u8d56": 258, "\u4fdd\u5b58\u7684": 258, "\u6a21\u578b\u5305\u542b\u60a8\u7684\u5b66\u4e60\u6743\u91cd\u548c\u60a8\u7684\u8ba1\u7b97\u56fe": 258, "\u6784\u5efa\u7a0b\u5e8f": 258, "\u4e2d\u8fd0\u884c\u63a8\u7406": 258, "\u5e76\u9a8c\u8bc1\u6211\u4eec\u5f97\u5230\u7ed3\u679c": 258, "418": 258, "845": 258, "644": 258, "cpulongtyp": 258, "\u67e5\u770b\u5b89\u88c5\u8bf4\u660e\u548c\u66f4\u591a\u6587\u6863\u548c\u6559\u7a0b": 258, "\u8fdb\u4e00\u6b65\u4e86\u89e3": 258, "\u67e5\u770b\u5b8c\u6574\u7684": 258, "\u8bed\u8a00\u548c": 258, "\u90e8\u7f72\u5927\u578b\u6a21\u578b": 259, "\u53ef\u80fd\u5177\u6709\u6311\u6218\u6027\u4e14\u8017\u65f6": 259, "\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u901a\u8fc7\u5229\u7528": 259, "\u6765\u7b80\u5316": 259, "\u6a21\u578b\u7684\u90e8\u7f72\u8fc7\u7a0b": 259, "\u4e0a\u4f7f\u7528\u7684\u6846\u67b6": 259, "\u662f\u4e00\u4e2a\u5168\u6258\u7ba1\u7684\u673a\u5668\u5b66\u4e60\u5e73\u53f0": 259, "\u63d0\u4f9b\u5de5\u5177\u548c\u57fa\u7840\u8bbe\u65bd": 259, "\u65e8\u5728\u5e2e\u52a9": 259, "\u4ece\u4e1a\u8005\u52a0\u901f\u548c\u6269\u5c55\u751f\u4ea7\u4e2d\u7684": 259, "\u540c\u65f6\u53d7\u76ca\u4e8e": 259, "\u7b49\u5f00\u6e90\u6846\u67b6": 259, "\u60a8\u53ef\u4ee5\u901a\u8fc7\u56db\u4e2a\u6b65\u9aa4\u90e8\u7f72": 259, "\u7aef\u70b9\u4e0a\u90e8\u7f72": 259, "\u6a21\u578b\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u56db\u4e2a\u6b65\u9aa4\u5b8c\u6210": 259, "\u8ba9\u6211\u4eec\u8be6\u7ec6\u770b\u770b\u6bcf\u4e2a\u6b65\u9aa4": 259, "\u6765\u8ddf\u968f\u5e76\u5b9e\u65bd\u8fd9\u4e9b\u6b65\u9aa4": 259, "\u8bf7\u8bb0\u4f4f": 259, "\u6b64\u6559\u7a0b\u9700\u8981\u4e00\u4e2a\u8ba1\u8d39\u7684": 259, "\u793a\u4f8b\u4e2d\u66f4\u8be6\u7ec6\u5730\u89e3\u91ca\u7684\u90a3\u6837": 259, "\u662f\u4e00\u4e2a\u7b80\u5355\u7075\u6d3b\u7684": 259, "\u6a21\u578b\u670d\u52a1\u5de5\u5177": 259, "\u90e8\u7f72\u5230": 259, "\u7684\u6a21\u578b\u4f7f\u7528": 259, "\u6765\u5904\u7406\u8bf7\u6c42\u5e76\u4ece\u6a21\u578b\u8fd4\u56de\u54cd\u5e94": 259, "\u60a8\u5fc5\u987b\u521b\u5efa\u4e00\u4e2a\u81ea\u5b9a\u4e49": 259, "\u4ee5\u5305\u542b\u5728\u4e0a\u4f20\u5230": 259, "\u7684\u6a21\u578b\u5de5\u4ef6\u4e2d": 259, "\u5c06\u5904\u7406\u7a0b\u5e8f\u6587\u4ef6\u5305\u542b\u5728\u4e0e\u5176\u4ed6\u6a21\u578b\u5de5\u4ef6\u76f8\u540c\u7684\u76ee\u5f55\u4e2d": 259, "model_artifact": 259, "\u521b\u5efa\u5904\u7406\u7a0b\u5e8f\u6587\u4ef6\u540e": 259, "\u60a8\u5fc5\u987b\u5c06\u5904\u7406\u7a0b\u5e8f\u6253\u5305\u4e3a\u6a21\u578b\u5f52\u6863": 259, "mar": 259, "\u8f93\u51fa\u6587\u4ef6\u5fc5\u987b\u547d\u540d\u4e3a": 259, "your_model_nam": 259, "\u5728\u8fd9\u4e00\u6b65\u4e2d": 259, "\u6a21\u578b\u5de5\u4ef6": 259, "\u4e0a\u4f20\u5230": 259, "\u4f8b\u5982\u6a21\u578b\u6587\u4ef6\u6216\u5904\u7406\u7a0b\u5e8f": 259, "\u5c06\u5de5\u4ef6\u5b58\u50a8\u5728": 259, "\u4e0a\u7684\u4f18\u52bf\u5728\u4e8e\u60a8\u53ef\u4ee5\u5728\u4e2d\u592e\u5b58\u50a8\u6876\u4e2d\u8ddf\u8e2a\u5de5\u4ef6": 259, "bucket_nam": 259, "bucket_uri": 259, "\u5c06\u5de5\u4ef6\u590d\u5236\u5230\u5b58\u50a8\u6876\u4e2d": 259, "gsutil": 259, "\u5b58\u50a8\u6876\u540e": 259, "\u60a8\u53ef\u4ee5\u5c06": 259, "\u6a21\u578b\u4e0a\u4f20\u5230": 259, "\u6a21\u578b\u6ce8\u518c\u8868": 259, "\u6a21\u578b\u6ce8\u518c\u8868\u4e2d": 259, "\u60a8\u53ef\u4ee5\u6982\u89c8\u60a8\u7684\u6a21\u578b": 259, "\u4ee5\u4fbf\u66f4\u597d\u5730\u7ec4\u7ec7": 259, "\u8ddf\u8e2a\u548c\u8bad\u7ec3\u65b0\u7248\u672c": 259, "\u548c\u8fd9\u4e2a": 259, "\u9884\u6784\u5efa\u7684": 259, "\u5bb9\u5668": 259, "aiplatform": 259, "vertexai": 259, "pytorch_prediction_image_uri": 259, "model_display_nam": 259, "stable_diffusion_1_5": 259, "model_descript": 259, "your_project": 259, "central1": 259, "staging_bucket": 259, "display_nam": 259, "serving_container_image_uri": 259, "artifact_uri": 259, "\u5c06\u6a21\u578b\u4e0a\u4f20\u5230": 259, "\u6a21\u578b\u6ce8\u518c\u8868\u540e": 259, "\u60a8\u53ef\u4ee5\u5c06\u5176\u90e8\u7f72\u5230": 259, "\u60a8\u53ef\u4ee5\u4f7f\u7528\u63a7\u5236\u53f0\u6216": 259, "\u5728\u6b64": 259, "\u793a\u4f8b\u4e2d": 259, "\u60a8\u5c06\u5728": 259, "tesla": 259, "p100": 259, "n1": 259, "\u673a\u5668\u4e0a\u90e8\u7f72\u6a21\u578b": 259, "\u6307\u5b9a\u60a8\u7684\u673a\u5668\u7c7b\u578b": 259, "endpoint_display_nam": 259, "deployed_model_display_nam": 259, "machine_typ": 259, "accelerator_typ": 259, "nvidia_tesla_p100": 259, "accelerator_count": 259, "traffic_percentag": 259, "deploy_request_timeout": 259, "\u5982\u679c\u60a8\u6309\u7167\u8fd9\u4e2a": 259, "\u60a8\u8fd8\u53ef\u4ee5\u4f7f\u7528": 259, "\u83b7\u53d6\u5728\u7ebf\u9884\u6d4b": 259, "\u5982\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u6240\u793a": 259, "examplepup": 259, "basebal": 259, "jersei": 259, "base64": 259, "b64decod": 259, "\u672c\u6559\u7a0b\u662f\u4f7f\u7528\u4f9b\u5e94\u5546\u6587\u6863\u521b\u5efa\u7684": 259, "\u8981\u53c2\u8003\u4f9b\u5e94\u5546\u7f51\u7ad9\u4e0a\u7684\u539f\u59cb\u6587\u6863": 259, "\u7684\u9ad8\u7ea7\u6982\u5ff5": 260, "\u5982\u4f55\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d\u4f7f\u7528": 260, "\u53ca\u5176\u5f71\u54cd": 260, "\u5206\u5e03\u5f0f\u6570\u636e\u5e76\u884c\u5165\u95e8": 260, "\u7684\u60f3\u6cd5\u6765\u81ea": 260, "deepspe": 260, "\u9879\u76ee": 260, "marian": 260, "\u5b83\u4eec\u5728\u5206\u5e03\u5f0f\u6570\u636e\u5e76\u884c\u8fdb\u7a0b\u4e2d": 260, "\u4ee5\u51cf\u5c11\u6bcf\u4e2a\u8fdb\u7a0b\u7684\u5185\u5b58\u5360\u7528": 260, "\u6559\u7a0b\u4e2d": 260, "\u6211\u4eec\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528": 260, "\u6765\u8bad\u7ec3\u6a21\u578b": 260, "\u5728\u8be5\u6559\u7a0b\u4e2d": 260, "\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u4fdd\u7559\u4e00\u4e2a\u4e13\u7528\u7684\u4f18\u5316\u5668\u526f\u672c": 260, "\u7531\u4e8eddp\u5df2\u7ecf\u5728\u53cd\u5411\u4f20\u64ad\u4e2d\u540c\u6b65\u4e86\u68af\u5ea6": 260, "\u6240\u6709\u4f18\u5316\u5668\u526f\u672c\u5728\u6bcf\u6b21\u8fed\u4ee3\u4e2d\u90fd\u5c06\u5bf9\u76f8\u540c\u7684\u53c2\u6570\u548c\u68af\u5ea6\u503c\u8fdb\u884c\u64cd\u4f5c": 260, "\u8fd9\u5c31\u662fddp\u4fdd\u6301\u6a21\u578b\u526f\u672c\u5904\u4e8e\u76f8\u540c\u72b6\u6001\u7684\u65b9\u5f0f": 260, "\u4f18\u5316\u5668\u8fd8\u4f1a\u7ef4\u62a4\u672c\u5730\u72b6\u6001": 260, "\u4f18\u5316\u5668\u4f7f\u7528\u6bcf\u4e2a\u53c2\u6570\u7684": 260, "exp_avg": 260, "exp_avg_sq": 260, "\u4f18\u5316\u5668\u7684\u5185\u5b58\u6d88\u8017\u81f3\u5c11\u662f\u6a21\u578b\u5927\u5c0f\u7684\u4e24\u500d": 260, "\u57fa\u4e8e\u8fd9\u4e2a\u89c2\u5bdf": 260, "\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5728ddp\u8fdb\u7a0b\u4e4b\u95f4\u5206\u7247": 260, "\u4f18\u5316\u5668\u72b6\u6001\u6765\u51cf\u5c11\u4f18\u5316\u5668\u7684\u5185\u5b58\u5360\u7528": 260, "\u4e0d\u662f\u4e3a\u6240\u6709\u53c2\u6570\u521b\u5efa\u6bcf\u4e2a\u53c2\u6570\u7684\u72b6\u6001": 260, "\u800c\u662f\u6bcf\u4e2addp\u8fdb\u7a0b\u4e2d\u7684\u4f18\u5316\u5668\u5b9e\u4f8b": 260, "\u53ea\u4fdd\u7559\u6240\u6709\u6a21\u578b\u53c2\u6570\u4e2d\u4e00\u4e2a\u5206\u7247\u7684\u4f18\u5316\u5668\u72b6\u6001": 260, "\u4f18\u5316\u5668\u7684": 260, "\u51fd\u6570\u53ea\u66f4\u65b0\u5176\u5206\u7247\u4e2d\u7684\u53c2\u6570": 260, "\u7136\u540e\u5c06\u66f4\u65b0\u540e\u7684\u53c2\u6570\u5e7f\u64ad\u5230\u6240\u6709\u5176\u4ed6\u5bf9\u7b49ddp\u8fdb\u7a0b": 260, "\u4ee5\u4fbf\u6240\u6709\u6a21\u578b\u526f\u672c\u4ecd\u7136\u5904\u4e8e\u76f8\u540c\u7684\u72b6\u6001": 260, "\u4ee5\u4e0b\u4ee3\u7801\u6f14\u793a\u4e86\u5982\u4f55\u4f7f\u7528": 260, "\u5927\u90e8\u5206\u4ee3\u7801\u4e0e": 260, "\u5206\u5e03\u5f0f\u6570\u636e\u5e76\u884c\u8bf4\u660e": 260, "\u4e2d\u7684\u7b80\u5355ddp\u793a\u4f8b\u76f8\u4f3c": 260, "\u4e3b\u8981\u533a\u522b\u5728\u4e8e": 260, "\u51fd\u6570\u4e2d\u7684": 260, "\u5b50\u53e5": 260, "\u5b83\u5305\u88c5\u4e86\u4f18\u5316\u5668\u6784\u9020": 260, "\u4f18\u5316\u5668\u4e4b\u95f4\u5207\u6362": 260, "print_peak_memori": 260, "use_zero": 260, "\u521b\u5efa\u9ed8\u8ba4\u8fdb\u7a0b\u7ec4": 260, "\u521b\u5efa\u672c\u5730\u6a21\u578b": 260, "\u521b\u5efa\u672c\u5730\u6a21\u578b\u540e\u7684\u6700\u5927\u5185\u5b58\u5206\u914d": 260, "\u6784\u5efaddp\u6a21\u578b": 260, "\u521b\u5efaddp\u540e\u7684\u6700\u5927\u5185\u5b58\u5206\u914d": 260, "\u5b9a\u4e49\u635f\u5931\u51fd\u6570\u548c\u4f18\u5316\u5668": 260, "optimizer_class": 260, "\u524d\u5411\u4f20\u64ad": 260, "\u66f4\u65b0\u53c2\u6570": 260, "\u4f18\u5316\u5668step": 260, "\u4e4b\u524d\u7684\u6700\u5927\u5185\u5b58\u5206\u914d": 260, "\u4e4b\u540e\u7684\u6700\u5927\u5185\u5b58\u5206\u914d": 260, "\u53c2\u6570\u603b\u548c\u4e3a": 260, "\u5f53\u4f7f\u7528": 260, "\u7684\u5cf0\u503c\u5185\u5b58\u6d88\u8017": 260, "\u662f\u666e\u901a": 260, "\u5185\u5b58\u6d88\u8017\u7684\u4e00\u534a": 260, "\u8fd9\u7b26\u5408\u6211\u4eec\u7684\u9884\u671f": 260, "\u56e0\u4e3a\u6211\u4eec\u5728\u4e24\u4e2a\u8fdb\u7a0b\u4e4b\u95f4\u5206\u7247\u4e86": 260, "\u4f18\u5316\u5668\u72b6\u6001": 260, "\u8f93\u51fa\u8fd8\u663e\u793a": 260, "\u6a21\u578b\u53c2\u6570\u5728\u4e00\u6b21\u8fed\u4ee3\u540e\u4ecd\u7136\u5f97\u5230\u76f8\u540c\u7684\u503c": 260, "\u4f7f\u7528\u548c\u4e0d\u4f7f\u7528": 260, "\u65f6\u53c2\u6570\u603b\u548c\u76f8\u540c": 260, "0mb": 260, "992": 260, "1361": 260, "3453": 260, "6123046875": 260, "pytorch_sphinx_them": [262, 269], "html_theme_opt": 262, "canonical_url": 262, "analytics_id": 262, "logo_onli": 262, "display_vers": 262, "prev_next_buttons_loc": 262, "style_external_link": 262, "vcs_pageview_mod": 262, "collapse_navig": 262, "sticky_navig": [262, 266], "navigation_depth": 262, "includehidden": 262, "titles_onli": 262, "canon": 262, "trail": 262, "slash": 262, "sidebar": [262, 268], "display_github": 262, "display_gitlab": 262, "gitlab": 262, "bitbucket": 262, "toctre": 262, "unlimit": 262, "github_url": 262, "bitbucket_url": 262, "gitlab_url": 262, "visitor": 262, "revert": 262, "misbuild": 262, "sticki": [262, 268], "nav": [262, 268], "django": 263, "payment": 263, "dotpai": 263, "dotpayprovid": 263, "seller_id": 263, "pl": 263, "gatewai": 263, "purchas": 263, "seller": 263, "data_item_1": 263, "data_item_2": 263, "data_item_3": 263, "lorem": [263, 265, 267], "ipsum": [263, 265, 267], "dolor": [263, 265, 267], "amet": [263, 265, 267], "consectetur": [263, 265, 267], "adipisc": [263, 265, 267], "fusc": [263, 267], "congu": [263, 267], "eu": [263, 267], "hendrerit": [263, 267], "matti": [263, 265], "emphasi": 264, "hyperlink": 264, "uri": 264, "anonym": 264, "exceedingli": 264, "ugli": 264, "autodoc": [264, 265], "test_py_modul": [264, 268], "2822": 264, "subscript": 264, "superscript": 264, "interfer": 264, "mmb": 264, "menuselect": 264, "whitespac": 264, "hyphen": 264, "restructuredtext": [264, 265], "literal_block": 264, "spaces_and_linebreak": 264, "markup_process": 264, "eric": 264, "orchestra": 264, "leader": 264, "philosoph": 264, "ipso": 264, "facto": 264, "ancient": 264, "sing": 264, "elk": 264, "brontosaurus": 264, "thicker": 264, "ann": 264, "begun": 264, "someurl": 264, "pane": 264, "shell_command": 264, "window_nam": 264, "session_nam": 264, "some_funct": 264, "THE": 264, "heaven": 264, "hexagram": 264, "unbroken": 264, "unrestrict": 264, "conceiv": 264, "men": 264, "deiti": 264, "holi": 264, "sage": 264, "ruler": 264, "awaken": 264, "sphinx_rtd_them": [264, 265], "docstr": [264, 265], "tt": 264, "descnam": 264, "descclassnam": 264, "myclass": 264, "dothismethod": 264, "flox": 264, "unreferenc": 264, "nonexist": 264, "bold": 264, "ital": 264, "heck": 264, "backlink": 264, "indirect": 264, "docutil": [264, 265], "sourceforg": [264, 265], "clickabl": 264, "revis": [264, 265], "structuredtext": 264, "nickel": 264, "mad": 264, "scientist": 264, "bread": 264, "wash": 264, "ear": 264, "closet": 264, "bathroom": 264, "trash": 264, "mother": 264, "rho_": 264, "thing1": 264, "thing2": 264, "thing3": 264, "prose": 264, "provok": 264, "mental": 264, "exert": 264, "advis": 264, "subtitl": 264, "border": 264, "disconnect": 264, "arab": 265, "iii": 265, "iv": 265, "goodger": 265, "a1b": 265, "2c3": 265, "myself": 265, "humankind": 265, "tue": 265, "jan": 265, "7302": 265, "redistribut": 265, "reattribut": 265, "sell": 265, "bui": 265, "rent": 265, "leas": 265, "excerpt": 265, "stapl": 265, "mutil": 265, "anyon": 265, "bibliograph": 265, "markup": [265, 268], "literal": 265, "yahoo": 265, "oh": 265, "heh": 265, "beat": 265, "hehe": 265, "cackl": 265, "lone": 265, "guangzhou": 265, "destini": 265, "dream": 265, "sixth": 265, "donec": [265, 267], "porttitor": [265, 267], "odio": [265, 267], "posuer": [265, 267], "vita": [265, 267], "ornar": [265, 267], "libero": [265, 267], "loborti": [265, 267], "justo": [265, 267], "vestibulum": [265, 267], "nibh": [265, 267], "aliquet": [265, 267], "sed": [265, 267], "feugiat": [265, 267], "sagitti": [265, 267], "nequ": [265, 267], "qui": [265, 267], "eleifend": 265, "dui": [265, 267], "rutrum": [265, 267], "lectu": [265, 267], "suscipit": [265, 267], "nam": [265, 267], "mauri": [265, 267], "arcu": [265, 267], "interdum": 267, "nec": 267, "finibu": 267, "dictum": 267, "velit": 267, "ut": 267, "efficitur": 267, "aliquam": 267, "erat": 267, "diam": 267, "gravida": 267, "imperdiet": 267, "tellu": 267, "nisl": 267, "praesent": 267, "eget": 267, "elementum": 267, "rhoncu": 267, "tincidunt": 267, "suspendiss": 267, "volutpat": 267, "scelerisqu": 267, "tristiqu": 267, "aenean": 267, "condimentum": 267, "risu": 267, "accumsan": 267, "laoreet": 267, "maximu": 267, "sapien": 267, "ligula": 267, "fringilla": 267, "commodo": 267, "proin": 267, "pharetra": 267, "etiam": 267, "turpi": 267, "luctu": 267, "vel": 267, "malesuada": 267, "dignissim": 267, "nunc": 267, "augu": 267, "sem": 267, "cursu": 267, "nulla": 267, "pellentesqu": 267, "morbi": 267, "senectu": 267, "netu": 267, "egesta": 267, "placerat": 267, "tortor": 267, "iaculi": 267, "venenati": 267, "cra": 267, "puru": 267, "ero": 267, "vehicula": 267, "auctor": 267, "phasellu": 267, "viverra": 267, "conval": 267, "faucibu": 267, "vulput": 267, "feli": 267, "sodal": 267, "maecena": 267, "semper": 267, "enim": 267, "blandit": 267, "sollicitudin": 267, "urna": 267, "orci": 267, "lacu": 267, "quisqu": 267, "facilisi": 267, "curabitur": 267, "variu": 267, "bibendum": 267, "massa": 267, "magna": 267, "tempu": 267, "metu": 267, "nisi": 267, "pretium": 267, "leo": 267, "euismod": 267, "ultric": 267, "dapibu": 267, "lacinia": 267, "vivamu": 267, "molesti": 267, "hac": 267, "habitass": 267, "platea": 267, "dictumst": 267, "changelog": 268, "submenu": 268, "symlink": 269, "subtre": 269, "_theme": 269, "html_theme": 269, "html_theme_path": 269, "\u7f16\u8bd1\u81ea\u52a8\u5fae\u5206\u5982\u4f55\u4e0e": 129, "\u5982\u4f55\u4f7f\u7528\u7f16\u8bd1\u81ea\u52a8\u5fae\u5206api": 129, "compile\u4ecb\u7ecd": 129, "\u5f00\u59cb\u4f7f\u7528pytorch": 129, "\u4e2d\u7684torchdynamo\u548caotautograd\u90e8\u5206": 129, "\u7f16\u8bd1\u81ea\u52a8\u5fae\u5206\u662f": 129, "\u5b83\u5141\u8bb8\u6355\u83b7\u66f4\u5927\u7684\u540e\u5411\u56fe": 129, "\u786e\u5b9e\u4f1a\u6355\u83b7\u540e\u5411\u56fe": 129, "\u7ec4\u4ef6\u63d0\u524d\u6355\u83b7\u540e\u5411\u56fe": 129, "\u4f46\u5b58\u5728\u4e00\u4e9b\u9650\u5236": 129, "\u524d\u5411\u4e2d\u7684\u56fe\u65ad\u88c2\u5bfc\u81f4\u540e\u5411\u4e2d\u7684\u56fe\u65ad\u88c2": 129, "\u540e\u5411\u94a9\u5b50": 129, "\u6ca1\u6709\u88ab\u6355\u83b7": 129, "\u7f16\u8bd1\u81ea\u52a8\u5fae\u5206\u901a\u8fc7\u76f4\u63a5\u4e0e\u81ea\u52a8\u5fae\u5206\u5f15\u64ce\u96c6\u6210": 129, "\u5141\u8bb8\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u5b8c\u6574\u7684\u540e\u5411\u56fe": 129, "\u5177\u6709\u4ee5\u4e0b\u4e24\u4e2a\u7279\u5f81\u7684\u6a21\u578b\u5e94\u8be5\u5c1d\u8bd5\u4f7f\u7528\u7f16\u8bd1\u81ea\u52a8\u5fae\u5206": 129, "\u7f16\u8bd1\u81ea\u52a8\u5fae\u5206\u4e5f\u6709\u5bf9\u5e94\u7684\u9650\u5236": 129, "\u5728\u540e\u5411\u5f00\u59cb\u65f6\u589e\u52a0\u4e86\u8fd0\u884c\u65f6\u5f00\u9500": 129, "\u7528\u4e8e\u7f13\u5b58\u67e5\u627e": 129, "\u5728\u52a8\u6001\u4e2d\u66f4\u5bb9\u6613\u91cd\u65b0\u7f16\u8bd1\u548c\u56fe\u65ad\u88c2": 129, "\u56e0\u4e3a\u6355\u83b7\u7684\u8303\u56f4\u66f4\u5927": 129, "\u5b83\u63a5\u53d7\u4e00\u4e2a10\u7ef4\u8f93\u5165\u5411\u91cf": 129, "\u901a\u8fc7\u5355\u4e2a\u7ebf\u6027\u5c42\u5904\u7406\u5b83": 129, "\u5e76\u8f93\u51fa\u53e6\u4e00\u4e2a10\u7ef4\u5411\u91cf": 129, "api\u4e4b\u524d": 129, "\u5728\u4e0a\u8ff0\u4ee3\u7801\u4e2d": 129, "\u751f\u6210\u4e86\u4e00\u4e2a\u968f\u673a\u768410\u7ef4\u5f20\u91cf": 129, "python\u89e3\u91ca\u5668\u8c03\u7528dynamo": 129, "\u56e0\u4e3a\u6b64\u8c03\u7528\u88ab\u88c5\u9970\u6709": 129, "dynamo\u62e6\u622apython\u5b57\u8282\u7801": 129, "\u6a21\u62df\u5b83\u4eec\u7684\u6267\u884c\u5e76\u5c06\u64cd\u4f5c\u8bb0\u5f55\u5230\u56fe\u4e2d": 129, "\u7981\u7528\u94a9\u5b50\u5e76\u8c03\u7528\u81ea\u52a8\u5fae\u5206\u5f15\u64ce\u4e3a": 129, "aotdispatcher\u91cd\u5199": 129, "\u7684\u524d\u5411\u548c\u540e\u5411\u5b9e\u73b0": 129, "inductor\u751f\u6210\u4e00\u4e2a\u5bf9\u5e94\u4e8eaotdispatcher\u524d\u5411\u548c\u540e\u5411\u7684\u4f18\u5316\u5b9e\u73b0\u7684\u51fd\u6570": 129, "dynamo\u5c06\u4f18\u5316\u540e\u7684\u51fd\u6570\u8bbe\u7f6e\u4e3apython\u89e3\u91ca\u5668\u4e0b\u4e00\u6b21\u6267\u884c": 129, "python\u89e3\u91ca\u5668\u6267\u884c\u4f18\u5316\u540e\u7684\u51fd\u6570": 129, "\u6267\u884c": 129, "python\u89e3\u91ca\u5668\u6267\u884c": 129, "\u8c03\u7528\u81ea\u52a8\u5fae\u5206\u5f15\u64ce": 129, "\u56e0\u4e3a\u6211\u4eec\u8bbe\u7f6e\u4e86": 129, "\u6240\u4ee5\u8def\u7531\u5230\u7f16\u8bd1\u81ea\u52a8\u5fae\u5206\u5f15\u64ce": 129, "\u7f16\u8bd1\u81ea\u52a8\u5fae\u5206\u8ba1\u7b97": 129, "\u5b83\u5c06\u8bb0\u5f55aotdispatcher\u4e4b\u524d\u91cd\u5199\u7684\u540e\u5411": 129, "\u7136\u540e\u7f16\u8bd1\u81ea\u52a8\u5fae\u5206\u751f\u6210\u4e00\u4e2a\u65b0\u7684\u51fd\u6570": 129, "\u7684\u63a8\u7406\u6a21\u5f0f\u4e0b\u6267\u884c\u5b83": 129, "\u76f8\u540c\u7684\u6b65\u9aa4\u9012\u5f52\u5730\u9002\u7528\u4e8e\u7f16\u8bd1\u81ea\u52a8\u5fae\u5206\u56fe": 129, "\u4f46\u8fd9\u4e00\u6b21aotdispatcher\u5c06\u4e0d\u9700\u8981\u5212\u5206\u56fe": 129, "\u4ec5\u6253\u5370\u7f16\u8bd1\u81ea\u52a8\u5fae\u5206\u56fe": 129, "\u4ee5\u6027\u80fd\u4e3a\u4ee3\u4ef7\u6253\u5370\u5e26\u6709\u66f4\u591a\u5f20\u91cf\u5143\u6570\u636e\u548c\u91cd\u65b0\u7f16\u8bd1\u539f\u56e0\u7684\u56fe": 129, "\u91cd\u65b0\u8fd0\u884c\u4e0a\u8ff0\u4ee3\u7801\u7247\u6bb5": 129, "\u7f16\u8bd1\u81ea\u52a8\u5fae\u5206\u56fe\u73b0\u5728\u5e94\u8be5\u88ab\u8bb0\u5f55\u5230": 129, "\u67d0\u4e9b\u56fe\u8282\u70b9\u7684\u540d\u79f0\u5c06\u6709": 129, "\u7684\u524d\u7f00": 129, "\u8fd9\u4e9b\u5bf9\u5e94\u4e8eaotautograd\u540e\u5411\u56fe0\u4e2d\u9884\u5148\u7f16\u8bd1\u7684\u8282\u70b9": 129, "\u5bf9\u5e94\u4e8eid\u4e3a0\u7684aot\u540e\u5411\u56fe\u4e2d\u7684view_2": 129, "\u4e0b\u56fe\u4e2d": 129, "\u7ea2\u8272\u6846\u5305\u542b\u4e86": 129, "\u5728\u6ca1\u6709\u7f16\u8bd1\u81ea\u52a8\u5fae\u5206\u7684\u60c5\u51b5\u4e0b\u6355\u83b7\u7684aot\u540e\u5411\u56fe": 129, "\u4f60\u53ef\u4ee5\u4e3a\u4e24\u6b21\u7f16\u8bd1\u4f7f\u7528\u4e0d\u540c\u7684\u7f16\u8bd1\u5668\u914d\u7f6e": 129, "\u5373\u4f7f\u524d\u5411\u5b58\u5728\u56fe\u65ad\u88c2": 129, "\u540e\u5411\u53ef\u80fd\u662f\u5168\u56fe": 129, "\u6216\u8005\u4f60\u53ef\u4ee5\u4f7f\u7528\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668": 129, "\u5b83\u5c06\u9002\u7528\u4e8e\u5176\u4f5c\u7528\u57df\u5185\u7684\u6240\u6709\u81ea\u52a8\u5fae\u5206\u8c03\u7528": 129, "\u6848\u4f8b\u4e2d": 129, "\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u7531\u4e8e\u7f16\u8bd1\u51fd\u6570": 129, "\u4e2d\u7684\u4e24\u4e2a\u56fe\u65ad\u88c2": 129, "\u4ea7\u751f\u4e863\u4e2a\u540e\u5411\u56fe": 129, "\u800c\u5728\u7b2c\u4e8c\u4e2a\u5e26\u6709\u7f16\u8bd1\u81ea\u52a8\u5fae\u5206\u7684": 129, "\u5c3d\u7ba1\u5b58\u5728\u56fe\u65ad\u88c2": 129, "\u6211\u4eec\u770b\u5230\u4e86\u6574\u4e2a\u540e\u5411\u56fe\u88ab\u8ddf\u8e2a": 129, "\u73b0\u5728\u53ef\u4ee5\u6355\u83b7\u540e\u5411\u94a9\u5b50": 129, "dynamo\u7a0d\u540e\u5c06\u5176\u5185\u8054\u5230\u4ee5\u4e0b\u5185\u5bb9": 129, "\u7531\u4e8e\u635f\u5931\u503c\u7684\u81ea\u52a8\u5fae\u5206\u7ed3\u6784\u53d1\u751f\u53d8\u5316": 129, "\u6bcf\u6b21\u90fd\u8ddf\u8e2a\u4e0d\u540c\u7684\u81ea\u52a8\u5fae\u5206\u5386\u53f2": 129, "\u4f60\u5e94\u8be5\u770b\u5230\u4e00\u4e9b\u91cd\u65b0\u7f16\u8bd1\u6d88\u606f": 129, "\u7531\u4e8e\u65b0\u7684\u81ea\u52a8\u5fae\u5206\u8282\u70b9\u5bfc\u81f4\u7684\u7f13\u5b58\u672a\u547d\u4e2d": 129, "\u7531\u4e8e\u5f20\u91cf\u5f62\u72b6\u53d8\u5316": 129, "\u6539\u53d8\u4e86\u5f62\u72b6": 129, "\u7f16\u8bd1\u81ea\u52a8\u5fae\u5206\u5728\u7b2c\u4e00\u6b21\u53d8\u5316\u540e\u5c06x\u6807\u8bb0\u4e3a\u52a8\u6001\u5f62\u72b6\u5f20\u91cf": 129, "\u4f60\u5e94\u8be5\u770b\u5230\u91cd\u65b0\u7f16\u8bd1\u6d88\u606f": 129, "\u7531\u4e8e\u5f62\u72b6\u53d8\u5316\u5bfc\u81f4\u7684\u7f13\u5b58\u672a\u547d\u4e2d": 129, "\u4e0e\u7f16\u8bd1\u81ea\u52a8\u5fae\u5206\u7684\u9ad8\u7ea7\u751f\u6001\u7cfb\u7edf": 129, "\u7f16\u8bd1\u81ea\u52a8\u5fae\u5206\u7684\u57fa\u7840\u77e5\u8bc6\u4ee5\u53ca\u4e00\u4e9b\u5e38\u89c1\u7684\u91cd\u65b0\u7f16\u8bd1\u539f\u56e0": 129, "\u8bf7\u7ee7\u7eed\u5173\u6ce8": 129, "\u4e0a\u7684\u6df1\u5165\u63a2\u8ba8": 129}, "objects": {"": [[263, 0, 1, "", "Data_item_1"], [263, 0, 1, "", "Data_item_2"], [263, 0, 1, "", "Data_item_3"]], "payments.dotpay": [[263, 1, 1, "", "DotpayProvider"]]}, "objtypes": {"0": "py:data", "1": "py:class"}, "objnames": {"0": ["py", "data", "Python data"], "1": ["py", "class", "Python class"]}, "titleterms": {"onnx": [0, 20, 105, 106, 107, 108, 110], "live": 0, "tutori": [0, 42, 49, 50, 54, 57, 114, 120, 122, 154, 157, 158, 174, 175, 180, 187, 196, 221], "what": [0, 6, 10, 11, 15, 17, 44, 52, 56, 57, 60, 112, 119, 131, 139, 148, 155, 202, 206, 212], "overview": [0, 1, 17, 60, 108, 114, 137, 145, 165, 176, 192], "prepar": [0, 49, 60, 113, 115, 127, 128, 140, 166, 169, 180, 183, 188, 189, 190, 191, 192, 195, 198, 199, 207, 209, 224, 225, 226], "environ": [0, 1, 14, 23, 53, 60, 137, 147, 160, 172, 185, 188, 195], "download": [0, 138, 172, 182, 186, 264, 269], "train": [0, 1, 3, 6, 7, 11, 14, 19, 24, 44, 49, 52, 53, 55, 61, 87, 99, 110, 112, 115, 117, 120, 122, 124, 125, 127, 128, 132, 133, 135, 136, 137, 153, 158, 160, 161, 166, 167, 170, 182, 183, 198, 199, 200, 221, 229], "pytorch": [0, 3, 4, 5, 6, 10, 12, 15, 19, 20, 24, 25, 43, 46, 50, 54, 57, 61, 63, 64, 65, 67, 68, 69, 72, 81, 88, 91, 92, 93, 94, 95, 96, 99, 100, 101, 102, 103, 105, 108, 109, 110, 111, 121, 136, 138, 148, 159, 169, 172, 177, 178, 180, 181, 189, 196, 197, 198, 199, 200, 201, 207, 209, 210, 218, 221, 224, 225, 226, 227, 228, 232, 234, 236, 237, 239, 241, 242, 243, 244, 249, 250, 252, 255, 259], "style": [0, 12], "transfer": [0, 12, 158], "model": [0, 1, 4, 6, 7, 9, 12, 17, 18, 19, 20, 21, 25, 45, 49, 55, 58, 59, 60, 73, 74, 79, 85, 97, 102, 103, 105, 112, 113, 115, 117, 122, 124, 125, 132, 134, 135, 137, 138, 139, 144, 147, 148, 150, 151, 157, 158, 166, 167, 169, 170, 172, 176, 179, 180, 182, 183, 186, 188, 189, 195, 196, 198, 199, 204, 207, 209, 210, 212, 219, 221, 224, 225, 226, 241, 248, 254], "convert": [0, 4, 25, 58, 59, 60, 80, 148, 180, 183, 188, 195, 198, 199], "coreml": 0, "run": [0, 6, 7, 20, 22, 45, 49, 50, 53, 54, 55, 58, 59, 60, 73, 85, 97, 115, 126, 127, 134, 169, 172, 175, 186, 195, 212], "io": [0, 59, 188, 189, 205, 223, 224, 226], "app": [0, 58, 59, 126, 188, 207, 209, 225, 226], "conclus": [0, 1, 2, 3, 5, 6, 9, 14, 15, 17, 19, 21, 22, 23, 49, 75, 82, 97, 105, 108, 114, 124, 137, 138, 144, 145, 147, 153, 160, 165, 173, 174, 175, 177, 178, 182, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 196, 198, 199, 200, 201, 202, 204, 205, 212, 223], "torchrl": [1, 14, 160], "object": [1, 58, 59, 99, 126, 179], "code": [1, 2, 14, 22, 54, 184, 187, 190, 207, 209, 264], "ddpg": 1, "loss": [1, 12, 37, 44, 47, 49, 52, 97, 98, 110, 124, 128, 137, 160], "prerequisit": [1, 58, 59, 97, 115, 158, 178, 187, 200, 201], "import": [1, 12, 45, 55, 87, 110, 138, 172, 198, 199], "setup": [1, 17, 18, 23, 87, 116, 136, 137, 138, 151, 169, 170, 176, 180, 186, 188, 196, 202, 209, 212, 224], "lossmodul": 1, "The": [1, 6, 87, 125, 135, 156, 166, 264], "__init__": [1, 34], "method": [1, 15, 22, 136, 151, 178, 179, 193, 254], "valu": [1, 137, 154, 160, 254], "estim": [1, 147], "actor": 1, "put": [1, 147, 176, 179], "thing": [1, 14], "togeth": [1, 14, 124, 147, 153, 176, 179], "forward": [1, 5, 6, 21, 78, 109, 142, 146, 179, 224], "call": 1, "transform": [1, 7, 14, 41, 42, 51, 118, 119, 122, 124, 138, 146, 155, 160, 165, 167], "parallel": [1, 7, 21, 45, 56, 61, 120, 122, 123, 124, 134, 135, 150], "execut": [1, 4, 14, 18, 105, 162, 169], "normal": [1, 44, 160], "observ": [1, 184], "stat": 1, "build": [1, 4, 5, 10, 22, 23, 58, 59, 99, 116, 143, 144, 156, 158, 205, 207, 209, 219, 223, 262], "explor": [1, 4, 18], "data": [1, 6, 7, 9, 19, 44, 45, 49, 50, 52, 55, 56, 60, 61, 87, 110, 115, 117, 122, 123, 124, 127, 128, 134, 158, 160, 166, 167, 169, 172, 182, 192, 196, 263], "collector": [1, 137, 160], "evalu": [1, 7, 49, 60, 115, 117, 125, 126, 127, 138, 158, 166, 183, 186, 198], "your": [1, 4, 5, 10, 60, 152, 179, 184, 185, 224], "record": [1, 169], "replai": [1, 137, 160, 161], "buffer": [1, 137, 160], "storag": [1, 259], "batch": [1, 7, 8, 14, 115, 116, 130, 143, 146, 162], "size": [1, 138, 186, 198], "modul": [1, 4, 6, 15, 25, 60, 67, 85, 93, 104, 111, 135, 137, 138, 142, 150, 154, 157, 196, 203, 219, 238, 245], "construct": [1, 18, 55, 192, 193], "target": [1, 7, 147, 264], "network": [1, 6, 44, 47, 52, 87, 99, 102, 110, 118, 127, 128, 137, 147, 160, 161, 167], "updat": [1, 47, 147, 162, 203], "optim": [1, 44, 52, 69, 99, 104, 110, 111, 119, 126, 153, 164, 178, 212, 224, 225, 226, 248, 254], "time": [1, 82, 109, 138, 224], "polici": [1, 14, 122, 137, 160], "experi": [1, 14, 15, 126, 180], "result": [1, 3, 45, 52, 73, 105, 109, 115, 126, 127, 131, 160, 166, 167, 169, 186, 202], "next": [1, 44, 52, 73, 160], "step": [1, 4, 58, 59, 75, 114, 135, 153, 156, 160, 169, 219, 225, 226], "autograd": [2, 8, 10, 43, 63, 64, 76, 89, 111, 125, 129, 142, 164], "c": [2, 3, 4, 5, 6, 8, 10, 22, 23, 187, 207, 209, 221, 247, 258], "frontend": [2, 6, 85, 86], "basic": [2, 6, 21, 25, 35, 134, 135, 142, 150, 156, 162, 173, 174, 175, 204], "oper": [2, 5, 8, 10, 22, 23, 48, 101, 108, 178, 180, 192, 193, 194, 201, 209, 224], "comput": [2, 14, 43, 82, 101, 103, 146, 151, 158], "higher": 2, "order": 2, "gradient": [2, 12, 32, 73, 76, 155, 192], "us": [2, 3, 5, 6, 7, 11, 12, 13, 20, 22, 23, 24, 25, 43, 50, 53, 60, 105, 109, 112, 113, 116, 119, 123, 130, 132, 134, 135, 137, 139, 142, 155, 156, 162, 163, 164, 165, 169, 170, 189, 192, 201, 207, 209, 223, 224, 229, 254], "custom": [2, 5, 10, 14, 15, 22, 23, 51, 67, 108, 117, 120, 130, 131, 142, 156, 157, 158, 174, 175, 179, 209, 223], "function": [2, 7, 12, 15, 19, 37, 44, 47, 52, 64, 73, 78, 85, 87, 97, 98, 99, 110, 115, 130, 131, 138, 142, 146, 151, 155, 157, 158, 160, 183, 198, 199], "translat": [2, 113], "from": [2, 19, 22, 43, 50, 105, 112, 132, 172, 176, 177, 178, 179, 189], "python": [2, 5, 22, 23, 58, 59, 85, 156, 207, 254, 257], "cuda": [3, 5, 50, 80, 82, 213], "graph": [3, 43, 60, 101, 105, 108, 173, 174, 175, 178, 182, 183, 184, 186, 200], "api": [3, 4, 6, 89, 110, 140, 142, 148, 153, 156, 186, 187, 201, 207, 227, 257], "get": [3, 4, 10, 58, 59, 82, 103, 123, 134, 145, 152, 164, 194, 221, 225, 226], "start": [3, 7, 82, 123, 134, 152, 164, 194, 221], "\u5728": [4, 159, 245, 258], "\u4e2d\u52a0\u8f7d": [4, 258], "torchscript": [4, 21, 22, 23, 25, 60, 110, 112, 173, 204, 209, 217, 221, 254, 258], "\u6a21\u578b": [4, 92, 96, 119, 222, 239, 258, 259], "1": [4, 9, 19, 44, 58, 59, 78, 85, 105, 135, 138, 151, 156, 158, 169, 170, 177, 179, 180, 182, 183, 186, 196, 200, 201, 214, 219, 224, 225, 226, 229, 232, 234, 235, 237, 239, 241, 242, 243, 244, 247, 249, 251, 254, 266], "torch": [4, 43, 61, 80, 81, 93, 101, 104, 112, 129, 134, 157, 165, 173, 174, 175, 177, 192, 198, 199, 206, 211, 224, 231, 232, 238, 241, 245, 253, 256, 257], "script": [4, 23, 25, 53, 85, 119, 152, 186, 225, 226, 254], "via": [4, 15, 269], "trace": [4, 23, 25, 82, 83, 85, 144, 173, 178, 184, 186, 205, 227, 254], "annot": [4, 201], "2": [4, 9, 17, 19, 44, 45, 58, 59, 78, 85, 105, 135, 138, 151, 156, 158, 169, 170, 177, 178, 179, 180, 182, 183, 186, 196, 198, 199, 200, 201, 202, 214, 219, 224, 225, 226, 229, 232, 234, 235, 237, 239, 241, 242, 243, 244, 247, 249, 250, 251, 254, 266, 267], "serial": [4, 15, 22, 138, 157], "file": [4, 49, 105, 112, 132, 166, 209], "3": [4, 9, 19, 44, 45, 58, 59, 85, 105, 135, 138, 156, 169, 170, 177, 180, 182, 183, 186, 196, 200, 201, 219, 224, 225, 226, 229, 232, 234, 235, 237, 239, 241, 242, 243, 244, 247, 249, 250, 251, 254, 266], "load": [4, 6, 7, 9, 12, 22, 25, 44, 49, 53, 58, 59, 60, 97, 112, 117, 132, 134, 138, 158, 166, 167, 198, 199, 224, 238], "A": [4, 23, 43, 46, 98, 130, 201, 249, 264], "minim": [4, 97], "applic": [4, 6, 136, 156, 209], "depend": [4, 105, 107, 165], "libtorch": [4, 189], "4": [4, 9, 17, 19, 44, 58, 59, 85, 105, 135, 138, 156, 159, 169, 170, 180, 183, 186, 201, 202, 219, 224, 229, 232, 234, 235, 237, 239, 241, 242, 243, 244, 247, 249, 250, 251, 266], "5": [4, 19, 44, 58, 59, 105, 169, 170, 180, 183, 186, 201, 224, 232, 235, 237, 239, 241, 242, 243, 247, 251, 266], "help": [4, 169], "extens": [5, 10, 13, 120, 156, 178, 208, 212, 221], "motiv": [5, 6, 85, 183, 190, 198, 201], "exampl": [5, 13, 21, 22, 58, 59, 73, 78, 79, 85, 99, 102, 103, 112, 125, 187, 201, 219, 221, 264, 266], "write": [5, 6, 14, 51, 136, 170, 179, 184, 190, 201], "setuptool": [5, 23], "op": [5, 8, 108, 174, 175], "pass": [5, 11, 109, 143, 153], "backward": [5, 10, 21, 78, 122, 130, 131, 153], "bind": [5, 22], "perform": [5, 109, 139, 144, 145, 148, 155, 165, 169, 177, 178, 198, 224], "comparison": [5, 130, 134, 155, 173, 183], "gpu": [5, 6, 44, 45, 55, 79, 87, 95, 104, 110, 112, 169, 185, 189, 221, 248], "devic": [5, 12, 15, 112, 122, 207, 233, 238], "jit": [5, 10, 23, 110, 159], "compil": [5, 23, 129, 145, 165, 173, 211, 212, 253, 256, 257], "mix": [5, 25, 122, 132], "accessor": 5, "integr": [5, 15, 188, 195], "defin": [6, 7, 8, 9, 19, 22, 44, 47, 49, 60, 64, 97, 115, 126, 135, 138, 160, 172, 179, 180, 182, 183, 198, 199, 219, 254], "neural": [6, 12, 44, 47, 87, 110, 147, 151, 222], "regist": [6, 8, 10, 15, 23], "paramet": [6, 13, 45, 60, 93, 112, 157, 160, 162, 163, 201, 203, 232, 248, 263], "submodul": [6, 184], "travers": 6, "hierarchi": 6, "mode": [6, 18, 19, 142, 146, 182, 183, 184, 186, 198, 221], "ownership": 6, "dcgan": [6, 52], "wa": 6, "gan": [6, 52], "agan": 6, "gener": [6, 7, 15, 52, 110, 112, 113, 115, 126, 219, 263], "discrimin": [6, 52, 98], "loop": [6, 14, 135, 137, 160, 161, 199], "move": [6, 22], "checkpoint": [6, 55, 112, 122, 134, 147, 199], "recov": 6, "state": 6, "inspect": [6, 154, 157, 170], "imag": [6, 12, 20, 44, 58, 59, 105, 117, 119, 140, 158, 172, 264, 265], "distribut": [7, 11, 16, 18, 53, 55, 56, 61, 82, 110, 120, 134, 135, 136, 163, 164, 176], "pipelin": [7, 115, 135, 150], "multipl": [7, 44, 112, 157], "process": [7, 53, 55, 58, 59, 115, 134, 135, 156, 162], "input": [7, 11, 52, 55, 58, 59, 60, 73, 127, 131, 150, 176, 196, 210, 254], "sequenc": [7, 102, 124], "scale": [7, 124, 133, 165], "pipe": 7, "initi": [7, 48, 52, 53, 115, 134, 136, 147, 154, 194, 203], "test": [7, 9, 10, 14, 44, 73, 87, 115, 130, 143, 179, 207, 219], "dataset": [7, 19, 45, 51, 104, 110, 113, 115, 138, 179, 183, 186, 198, 199], "output": [7, 58, 59, 113, 131], "dispatch": [8, 10, 165], "schema": 8, "backend": [8, 10, 15, 136, 145, 156, 180, 198, 199, 200, 207], "implement": [8, 22, 23, 52, 73, 98, 130, 154, 156, 162, 163, 165, 190, 192, 203], "For": 8, "do": [8, 44, 131, 148], "need": [8, 184], "In": 8, "place": [8, 80], "view": [8, 169], "ad": [8, 87, 170, 209], "support": [8, 10, 87, 108, 158, 165, 193, 203], "go": [8, 44, 52, 73, 172], "beyond": 8, "autocast": [8, 231], "tracer": 8, "beta": [9, 17, 19, 108, 138, 142, 143, 144, 148, 158, 165, 195, 210, 211, 212, 220, 223, 257], "dynam": [9, 21, 98, 138, 174, 175, 182, 186, 196, 229], "quantiz": [9, 19, 119, 138, 158, 180, 182, 183, 184, 185, 186, 196, 198, 199, 200, 201, 224, 225, 226, 229], "an": [9, 10, 14, 20, 44, 58, 59, 60, 102, 103, 115, 125, 137, 160, 212, 268], "lstm": [9, 21, 98, 102, 137], "word": [9, 99, 103], "languag": [9, 103], "introduct": [9, 12, 24, 43, 52, 58, 59, 61, 91, 101, 138, 154, 169, 172, 173, 176, 186, 187, 188, 189, 190, 193, 195, 196, 200, 201, 203, 205, 207, 210, 219, 223, 224, 225, 226, 228, 229, 254], "text": [9, 49, 264], "pretrain": [9, 60, 179, 225, 226, 229], "extend": [10, 22, 23, 108, 157], "new": [10, 15, 58, 59, 64, 98, 115, 130, 228], "s": [10, 60, 101, 147, 178, 191], "kei": 10, "full": [10, 87], "list": [10, 265], "kernel": [10, 15, 82, 151], "against": 10, "nativ": [10, 209], "compat": [10, 189], "known": 10, "issu": 10, "addit": [10, 42, 114, 169], "note": [10, 60, 98, 201], "futur": [10, 15], "work": [10, 11, 15, 122, 123, 124, 148], "stai": 10, "touch": 10, "uneven": 11, "join": 11, "context": [11, 262], "manag": 11, "requir": [11, 17, 105, 125, 157, 202], "distributeddataparallel": [11, 61, 134, 248], "zeroredundancyoptim": [11, 260], "keyword": 11, "argument": [11, 254], "how": [11, 15, 122, 123, 124, 153, 183, 198, 199, 201, 223, 262], "doe": [11, 17, 125, 202], "joinabl": 11, "joinhook": 11, "make": [11, 98, 116, 184, 209], "toi": [11, 201], "class": [11, 14, 22, 51, 97, 154], "underli": 12, "principl": [12, 177, 178, 193], "packag": [12, 78], "select": [12, 137, 205], "content": [12, 111, 262, 263, 264, 265, 266, 267], "descent": 12, "creat": [13, 45, 49, 99, 101, 126, 127, 128, 144, 151, 157], "numpi": [13, 40, 48, 71, 80, 95, 111, 191], "scipi": 13, "less": 13, "parametr": [13, 154, 157], "pendulum": 14, "\u4f7f\u7528": [14, 42, 55, 90, 93, 96, 104, 118, 160, 211, 214, 220, 227, 230, 231, 232, 238, 239, 247, 248, 256, 257], "\u7f16\u5199\u73af\u5883\u548ctransform": 14, "effect": 14, "action": [14, 137], "_step": 14, "reset": 14, "simul": 14, "_reset": 14, "metadata": [14, 15], "env": 14, "_spec": 14, "spec": 14, "shape": [14, 174, 175], "reproduc": 14, "seed": 14, "wrap": [14, 122, 179], "envbas": 14, "our": [14, 18, 130, 136, 143, 153, 176], "rollout": 14, "simpl": [14, 45, 105, 144, 166], "facilit": 15, "privateuse1": 15, "guard": 15, "deseri": [15, 22], "other": [15, 18, 169], "improv": [15, 109, 169], "user": [15, 81, 127, 184, 207], "renam": 15, "name": [15, 127], "properti": 15, "relat": [15, 172, 178], "combin": [16, 124, 134], "dataparallel": [16, 45, 56, 61, 79, 87, 112, 134, 241], "rpc": [16, 61, 120, 135, 162, 163, 164, 181, 213, 218], "framework": [16, 163, 164], "acceler": [17, 152, 202], "bert": [17, 138, 186, 202], "semi": [17, 24, 202], "structur": [17, 202, 267], "sparsiti": [17, 193, 202], "problem": [17, 201, 202], "solv": [17, 202], "intro": [17, 202], "establish": 17, "baselin": [17, 183], "prune": [17, 157, 202], "spars": [17, 190, 193, 202], "infer": [17, 58, 59, 112, 117, 119, 138, 177, 221, 254], "torchrec": [18, 176], "shard": [18, 122, 123, 124, 135], "instal": [18, 75, 82, 105, 138, 158, 176, 269], "embed": [18, 103], "distributedmodelparallel": [18, 176], "multiprocess": 18, "tabl": [18, 111, 262, 263, 264, 265, 266, 267], "wise": 18, "static": [19, 98, 183, 196, 229], "eager": [19, 183, 186], "architectur": 19, "helper": [19, 138, 183, 193, 198, 199], "loader": [19, 87], "imagenet": 19, "post": [19, 182, 183, 198, 200, 229], "awar": [19, 199, 200, 229], "speedup": [19, 173], "option": [20, 43, 45, 114, 179, 207, 262, 263, 265], "\u6a21\u578b\u5bfc\u51fa\u5230": 20, "\u5e76\u4f7f\u7528": 20, "runtim": [20, 105, 108], "\u8fd0\u884c": 20, "syntax": [21, 85, 204], "appli": [21, 124, 138, 150, 200], "ensembl": [21, 139], "bidirect": 21, "layer": [21, 90, 124, 130], "asid": 21, "visual": [21, 105, 117, 153, 158, 166, 167], "project": [22, 262], "With": [22, 169, 209], "cmake": [22, 23, 209], "save": [22, 25, 53, 55, 60, 105, 112, 122, 125, 131, 132, 134, 147, 153, 198, 199, 241], "To": 22, "ivalu": 22, "take": 22, "return": [22, 125], "bound": [22, 178], "appendix": [23, 193], "more": [23, 58, 59, 119, 125, 145, 146, 162, 169, 176, 188, 189, 195, 210, 219, 223, 225, 226, 228, 229, 254], "wai": [23, 155, 264], "supervis": 24, "learn": [24, 35, 46, 58, 59, 85, 98, 99, 100, 110, 117, 119, 120, 138, 147, 158, 162, 164, 169, 177, 188, 189, 195, 210, 219, 223, 225, 226, 228, 229, 254], "usb": 24, "built": [24, 180, 189], "upon": 24, "freematch": 24, "softmatch": 24, "cifar": [24, 97], "10": [24, 97, 153, 183, 266], "onli": [24, 184, 221], "40": 24, "label": [24, 172], "specif": [24, 172, 198, 199], "imbalanc": 24, "algorithm": [24, 161], "\u4ecb\u7ecd": [25, 82, 88, 90, 94, 95, 107, 232, 234, 235, 250, 251], "author": [25, 105], "further": [25, 32, 43, 53, 55, 56, 105, 107, 108, 109, 114, 117, 132, 133, 137, 180, 190, 192, 193], "read": [25, 32, 43, 53, 55, 56, 105, 107, 108, 109, 114, 132, 133, 137, 172, 178, 180, 190, 192, 193], "\u97f3\u9891\u6570\u636e\u589e\u5f3a": 26, "\u97f3\u9891\u6570\u636e\u96c6": 27, "\u97f3\u9891\u7279\u5f81\u589e\u5f3a": 28, "\u97f3\u9891\u7279\u5f81\u63d0\u53d6": 29, "\u97f3\u9891": 30, "i": [30, 44], "o": 30, "audio": 31, "\u91cd\u91c7\u6837": 31, "\u81ea\u52a8\u5fae\u5206": 32, "\u5f20\u91cf": [32, 40, 72, 92, 111], "\u51fd\u6570\u548c\u8ba1\u7b97\u56fe": 32, "\u8ba1\u7b97\u68af\u5ea6": 32, "\u7981\u7528\u68af\u5ea6\u8ddf\u8e2a": 32, "\u66f4\u591a\u5173\u4e8e\u8ba1\u7b97\u56fe": 32, "\u53ef\u9009\u9605\u8bfb": 32, "\u5f20\u91cf\u68af\u5ea6": 32, "tensor": [32, 48, 63, 72, 76, 80, 95, 101, 110, 111, 120, 124, 125, 127, 153, 165, 193, 194, 201, 212, 224, 254], "\u548c\u96c5\u53ef\u6bd4\u4e58\u79ef": 32, "jacobian": [32, 146, 151], "product": [32, 146, 151, 165], "\u6784\u5efa\u795e\u7ecf\u7f51\u7edc": [33, 251], "\u83b7\u53d6\u8bad\u7ec3\u8bbe\u5907": 33, "\u5b9a\u4e49\u7c7b": 33, "\u6a21\u578b\u5c42": 33, "nn": [33, 61, 67, 68, 78, 85, 93, 104, 111, 112, 157, 176, 238, 241, 245], "flatten": 33, "linear": [33, 99, 104], "relu": [33, 180], "sequenti": [33, 104], "softmax": [33, 99, 192], "\u6a21\u578b\u53c2\u6570": 33, "\u5ef6\u4f38\u9605\u8bfb": [33, 34, 37, 41], "\u6570\u636e\u96c6\u4e0e\u6570\u636e\u52a0\u8f7d\u5668": 34, "\u52a0\u8f7d\u6570\u636e\u96c6": 34, "\u8fed\u4ee3\u548c\u53ef\u89c6\u5316\u6570\u636e\u96c6": 34, "\u521b\u5efa\u81ea\u5b9a\u4e49\u6570\u636e\u96c6": 34, "__len__": 34, "__getitem__": 34, "\u4f7f\u7528\u6570\u636e\u52a0\u8f7d\u5668\u4e3a\u8bad\u7ec3\u51c6\u5907\u6570\u636e": 34, "\u901a\u8fc7": [34, 243], "dataload": [34, 51, 104, 110], "\u8fdb\u884c\u8fed\u4ee3": 34, "\u57fa\u7840\u77e5\u8bc6": 36, "\u8fd0\u884c\u6559\u7a0b\u4ee3\u7801": [36, 88], "\u5982\u4f55\u4f7f\u7528\u672c\u6307\u5357": 36, "\u4f18\u5316\u6a21\u578b\u53c2\u6570": [37, 38], "\u524d\u7f6e\u4ee3\u7801": 37, "\u8d85\u53c2\u6570": 37, "\u4f18\u5316\u5faa\u73af": 37, "\u635f\u5931\u51fd\u6570": [37, 93, 96], "\u4f18\u5316\u5668": [37, 96], "\u5b8c\u6574\u5b9e\u73b0": 37, "\u5feb\u901f\u5165\u95e8": 38, "\u5904\u7406\u6570\u636e": 38, "\u521b\u5efa\u6a21\u578b": 38, "\u4fdd\u5b58\u6a21\u578b": [38, 249], "\u52a0\u8f7d\u6a21\u578b": 38, "\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b": [39, 243], "\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b\u6743\u91cd": 39, "\u4fdd\u5b58\u548c\u52a0\u8f7d\u5e26\u6709\u7ed3\u6784\u7684\u6a21\u578b": 39, "\u76f8\u5173\u6559\u7a0b": 39, "\u521d\u59cb\u5316\u5f20\u91cf": 40, "\u5f20\u91cf\u7684\u5c5e\u6027": 40, "\u5f20\u91cf\u64cd\u4f5c": 40, "\u4e0enumpy\u8f6c\u6362": 40, "\u5f20\u91cf\u8f6c\u4e3anumpi": 40, "arrai": [40, 48, 80], "array\u8f6c\u4e3a\u5f20\u91cf": 40, "totensor": 41, "lambda": 41, "better": 42, "\u8fdb\u884c\u5feb\u901f": 42, "\u63a8\u65ad": 42, "featur": [42, 102, 117, 122, 158, 169, 172, 221], "thi": [42, 57, 122, 153, 265, 268], "inform": [42, 85, 145], "summari": [42, 45, 113, 122, 165, 228], "gentl": 43, "background": 43, "usag": [43, 110, 130, 142, 150, 153, 173, 174, 175, 177, 207], "differenti": [43, 101, 142], "vector": [43, 139, 146, 151], "calculu": 43, "exclus": 43, "dag": 43, "classifi": [44, 99, 105, 119, 158, 172], "about": [44, 138], "cifar10": 44, "convolut": [44, 130, 137, 143], "where": [44, 52, 73, 172, 192], "dummi": 45, "8": [45, 183, 232, 247, 266], "deep": [46, 98, 99, 100, 110, 177], "60": 46, "minut": 46, "blitz": 46, "backprop": 47, "weight": [47, 52, 65, 196], "attribut": [48, 254], "bridg": [48, 80, 95], "chatbot": 49, "preprocess": [49, 147], "format": [49, 105, 112, 148, 178, 224], "trim": 49, "seq2seq": [49, 60, 118, 166], "encod": [49, 60, 103, 166], "decod": [49, 60, 166], "procedur": 49, "mask": [49, 192], "singl": [49, 150], "iter": [49, 51, 115, 157], "greedi": [49, 60], "my": 49, "googl": [50, 259], "colab": 50, "version": [50, 151], "drive": 50, "enabl": [50, 187], "compos": [51, 146], "through": [51, 85, 180, 200], "afterword": 51, "torchvis": [51, 74, 179], "\u6559\u7a0b": [52, 75, 86, 97, 121, 160, 161, 167, 222], "adversari": [52, 73], "fault": 53, "toler": 53, "torchrun": [53, 134], "why": [53, 56, 124, 125, 192, 194], "grace": 53, "restart": 53, "group": [53, 55, 156], "provid": 53, "variabl": 53, "snapshot": [53, 153], "trainer": 53, "constructor": 53, "resum": [53, 112], "\u5206\u5e03\u5f0f\u5e76\u884c": 54, "video": 54, "section": [54, 267], "ddp": [55, 56, 120, 132, 134, 248], "\u8fdb\u884c\u591a": 55, "\u8bad\u7ec3": [55, 255], "job": 55, "you": [56, 124], "should": [56, 124], "prefer": [56, 224], "over": 56, "dp": 56, "\u6df1\u5ea6\u5b66\u4e60": 57, "60\u5206\u949f\u5165\u95e8": 57, "goal": 57, "segment": [58, 59, 179], "deeplabv3": [58, 59], "android": [58, 205, 207, 209, 219, 223, 224, 225], "deploy": [58, 59], "reus": [58, 59, 224], "complet": [58, 59], "ui": [58, 59], "refactor": [58, 59, 184], "recap": [58, 59, 122], "deploi": 60, "acknowledg": [60, 126, 177, 178], "handl": 60, "attent": [60, 165, 166], "search": [60, 87], "chang": [60, 233], "host": [60, 195], "own": [60, 136, 184], "greedysearchdecod": 60, "print": [60, 109], "\u5206\u5e03\u5f0f\u6982\u8ff0": 61, "fullyshardeddataparallel": 61, "elast": 61, "base": [61, 113, 158, 181, 205, 218, 262], "develop": 61, "control": [65, 165, 174, 175], "flow": [65, 174, 175, 201], "share": [65, 201], "warm": 71, "up": [71, 126, 150, 172, 179, 180, 185, 212], "\u5bf9\u6297\u6837\u672c\u751f\u6210": 73, "threat": 73, "fast": [73, 220], "sign": 73, "attack": 73, "under": 73, "fgsm": 73, "accuraci": [73, 87, 138, 145, 198], "vs": [73, 146, 191], "epsilon": 73, "sampl": [73, 128, 155], "finetun": [74, 117, 158, 179], "torchmultimod": 75, "\u5fae\u8c03": 75, "flava": 75, "track": [76, 131, 170], "histori": 76, "convnet": [78, 117], "hook": [78, 125, 153], "recurr": [78, 137], "net": 78, "multi": [79, 87, 126, 177], "part": [79, 85, 102, 158, 178], "cpu": [79, 112, 122, 125, 144, 145, 177, 178, 221, 248], "inplac": 80, "out": [80, 130, 143], "zero": 80, "index": [80, 192, 263], "No": 80, "camel": 80, "case": [80, 134, 210], "former": 81, "holist": [82, 83], "analysi": [82, 83, 178], "hta": 82, "tempor": 82, "breakdown": 82, "idl": 82, "durat": 82, "commun": [82, 87, 136], "overlap": 82, "augment": [82, 102], "counter": 82, "memori": [82, 102, 109, 125, 130, 148, 153, 161, 177, 178, 224], "bandwidth": 82, "queue": 82, "length": 82, "launch": [82, 135], "statist": 82, "\u5dee\u5f02\u5206\u6790": 83, "hybrid": [85, 86], "pure": 85, "top": [85, 178], "level": [85, 102, 262, 264, 265], "rai": 87, "tune": [87, 122, 138, 178], "\u8d85\u53c2\u6570\u8c03\u4f18": 87, "configur": [87, 126, 138, 178, 186, 198, 199, 262], "set": [87, 126, 138, 172, 177, 180, 183, 185, 186, 198, 212], "space": 87, "youtub": [88, 91], "\u81ea\u52a8\u5fae\u5206\u57fa\u7840": 89, "\u6211\u4eec\u4e3a\u4ec0\u4e48\u9700\u8981": 89, "\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50": 89, "\u81ea\u52a8\u6c42\u5bfc\u5728\u8bad\u7ec3\u4e2d": 89, "\u5173\u95ed\u548c\u6253\u5f00\u81ea\u52a8\u6c42\u5bfc": 89, "\u548c\u539f\u4f4d\u64cd\u4f5c": 89, "\u5206\u6790\u5668": 89, "\u9ad8\u7ea7\u4e3b\u9898": [89, 231], "\u66f4\u591a": 89, "\u7ec6\u8282\u548c\u9ad8\u7ea7": 89, "\u9ad8\u7ea7": 89, "captum": [90, 230], "\u8fdb\u884c\u6a21\u578b\u7406\u89e3": 90, "\u5b89\u88c5": [90, 159, 222, 246], "\u7b2c\u4e00\u4e2a\u793a\u4f8b": 90, "\u4f7f\u7528\u96c6\u6210\u68af\u5ea6\u8fdb\u884c\u7279\u5f81\u5f52\u56e0": 90, "\u4f7f\u7528\u906e\u6321\u8fdb\u884c\u7279\u5f81\u5f52\u56e0": 90, "\u4f7f\u7528\u5c42\u68af\u5ea6\u7c7b\u6fc0\u6d3b\u6620\u5c04": 90, "gradcam": 90, "\u8fdb\u884c\u5c42\u5f52\u56e0": 90, "\u4f7f\u7528captum": 90, "insights\u8fdb\u884c\u53ef\u89c6\u5316": 90, "\u7b80\u4ecb": [92, 95, 96, 208, 237, 239, 241, 242, 243, 244, 249], "\u6570\u636e\u96c6\u548c\u6570\u636e\u52a0\u8f7d\u5668": [92, 96], "\u8bad\u7ec3\u4f60\u7684": 92, "\u6784\u5efa\u6a21\u578b": 93, "\u548c": [93, 104, 159, 172, 249], "\u5e38\u89c1\u5c42\u7c7b\u578b": 93, "\u7ebf\u6027\u5c42": 93, "\u5377\u79ef\u5c42": 93, "\u5faa\u73af\u5c42": 93, "\u8f6c\u6362\u5668": 93, "\u5176\u4ed6\u5c42\u548c\u51fd\u6570": 93, "\u6570\u636e\u64cd\u4f5c\u5c42": 93, "\u6fc0\u6d3b\u51fd\u6570": 93, "tensorboard": [94, 169, 170], "\u652f\u6301": [94, 217], "\u5f00\u59cb\u4e4b\u524d": [94, 230], "\u5728tensorboard\u4e2d\u663e\u793a\u56fe\u50cf": 94, "\u7ed8\u5236\u6807\u91cf\u4ee5\u53ef\u89c6\u5316\u8bad\u7ec3": 94, "\u53ef\u89c6\u5316\u60a8\u7684\u6a21\u578b": 94, "\u4f7f\u7528\u5d4c\u5165\u53ef\u89c6\u5316\u60a8\u7684\u6570\u636e\u96c6": 94, "\u5176\u4ed6\u8d44\u6e90": [94, 96, 235, 258], "\u521b\u5efa\u5f20\u91cf": 95, "\u968f\u673a\u5f20\u91cf\u548c\u79cd\u5b50": 95, "\u5f20\u91cf\u5f62\u72b6": 95, "\u5f20\u91cf\u6570\u636e\u7c7b\u578b": 95, "\u4f7f\u7528pytorch\u5f20\u91cf\u8fdb\u884c\u6570\u5b66\u548c\u903b\u8f91\u8fd0\u7b97": 95, "\u5f20\u91cf\u5e7f\u64ad": 95, "\u66f4\u591a\u5f20\u91cf\u6570\u5b66\u8fd0\u7b97": 95, "\u672c\u5730\u4fee\u6539\u5f20\u91cf": 95, "\u590d\u5236\u5f20\u91cf": 95, "\u79fb\u52a8\u5230": 95, "\u64cd\u4f5c\u5f20\u91cf\u5f62\u72b6": 95, "\u6539\u53d8\u7ef4\u5ea6\u6570\u91cf": 95, "\u8bad\u7ec3\u6a21\u578b": 96, "\u8bad\u7ec3\u5faa\u73af": 96, "\u6bcf\u5468\u671f\u6d3b\u52a8": 96, "knowledg": 97, "distil": 97, "util": [97, 110, 157, 161, 224, 232, 245], "cross": 97, "entropi": 97, "cosin": 97, "intermedi": [97, 131], "regressor": 97, "advanc": [98, 122, 136, 169, 178, 191, 208], "decis": 98, "bi": 98, "crf": 98, "versu": 98, "toolkit": 98, "condit": 98, "random": [98, 115], "field": [98, 265], "discuss": 98, "exercis": [98, 102, 103, 114, 127, 128, 166, 178], "tag": [98, 102], "block": [99, 232, 264], "affin": 99, "map": 99, "non": [99, 175, 184, 212, 219], "probabl": 99, "compon": [99, 145], "logist": 99, "regress": 99, "bag": [99, 103], "nlp": 100, "librari": [101, 172, 189, 209, 225, 226], "reshap": 101, "automat": [101, 142], "long": [102, 266, 268], "short": 102, "term": 102, "speech": 102, "tagger": 102, "charact": 102, "lexic": 103, "semant": [103, 190, 191], "dens": [103, 165], "n": 103, "gram": 103, "continu": 103, "\u5177\u4f53\u662f\u4ec0\u4e48": 104, "mnist": 104, "\u6570\u636e\u96c6\u8bbe\u7f6e": 104, "\u4ece\u96f6\u5f00\u59cb\u7684\u795e\u7ecf\u7f51\u7edc": 104, "\u4e0d\u4f7f\u7528": 104, "\u91cd\u6784": 104, "\u6dfb\u52a0\u9a8c\u8bc1\u96c6": 104, "\u521b\u5efa": 104, "fit": [104, 153], "get_data": 104, "cnn": 104, "\u5305\u88c5": 104, "\u603b\u7ed3": [104, 159, 247], "export": [105, 112, 174, 175, 198, 199, 200, 201], "netron": 105, "6": [105, 169, 170, 180, 183, 224, 232, 239, 241, 247, 266], "7": [105, 169, 180, 183, 232, 239, 247, 266], "compar": [105, 119, 186, 196, 219], "ones": 105, "registri": 108, "unsupport": 108, "aten": [108, 201], "exist": [108, 148, 150], "without": [108, 207, 219], "registr": 108, "fx": [108, 143, 144, 173, 182, 183, 184, 200], "\u6a21\u578b\u5206\u6790": 109, "debug": [109, 145, 183, 186, 198], "profil": [109, 144, 145, 169, 178, 181, 218, 227, 239], "cheat": 110, "sheet": 110, "vision": [110, 158], "creation": 110, "dimension": 110, "algebra": 110, "activ": 110, "rate": 110, "schedul": [110, 126, 212], "datasampl": 110, "also": 110, "see": 110, "\u8ddf\u7740\u793a\u4f8b\u5b66\u4e60": 111, "\u70ed\u8eab": 111, "\u81ea\u52a8\u6c42\u5bfc": 111, "\u5f20\u91cf\u548c\u81ea\u52a8\u6c42\u5bfc": 111, "\u5b9a\u4e49\u65b0\u7684\u81ea\u52a8\u6c42\u5bfc\u51fd\u6570": 111, "\u81ea\u5b9a\u4e49": 111, "\u6a21\u5757": 111, "\u63a7\u5236\u6d41": 111, "\u6743\u91cd\u5171\u4eab": 111, "\u793a\u4f8b": [111, 252], "state_dict": [112, 243, 250], "recommend": [112, 127, 201], "entir": 112, "One": [112, 135], "warmstart": 112, "differ": [112, 179], "across": 112, "t5": [113, 122], "summar": 113, "sentiment": 113, "classif": 113, "generationutil": 113, "templat": 114, "torchtext": [115, 116], "\u6587\u672c\u5206\u7c7b": 115, "access": [115, 177, 192], "raw": 115, "instanc": [115, 179], "split": 115, "\u9884\u5904\u7406\u81ea\u5b9a\u4e49\u6587\u672c\u6570\u636e\u96c6": 116, "vocabulari": 116, "numeric": 116, "sentenc": 116, "bucket": 116, "pad": 116, "\u8ba1\u7b97\u673a\u89c6\u89c9\u8fc1\u79fb\u5b66\u4e60\u6559\u7a0b": 117, "few": [117, 158], "predict": [117, 140, 158, 172], "fix": [117, 201, 254], "extractor": [117, 158], "\u6570\u636e\u83b7\u53d6\u548c\u5904\u7406": 118, "\u7684": 118, "\u6570\u636e\u6574\u7406": 118, "\u5f15\u7528": 118, "\u4f18\u5316\u89c6\u89c9": 119, "deit": 119, "lite": [119, 189], "interpret": [119, 144, 205, 223], "speed": [119, 134, 150], "fsdp": [120, 122, 123], "tp": [120, 124], "devicemesh": [120, 216], "\u6b22\u8fce\u6765\u5230": 121, "\u66f4\u591a\u8d44\u6e90": [121, 259], "fulli": [122, 123, 124], "fine": [122, 138], "hf": 122, "precis": [122, 132], "intial": 122, "strategi": [122, 126], "prefetch": 122, "stream": 122, "rank0": 122, "larg": 124, "when": [124, 131, 132, 192, 254], "layernorm": 124, "rmsnorm": 124, "typic": 125, "than": [125, 177], "concept": 125, "pack": 125, "unpack": 125, "some": 125, "unconvent": 125, "int": 125, "tupl": 125, "str": 125, "disk": 125, "na": 126, "ax": 126, "torchx": 126, "runner": 126, "searchspac": 126, "metric": 126, "optimizationconfig": 126, "choos": 126, "\u4ece\u96f6\u5f00\u59cb\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406": [127, 128, 166], "\u5b57\u7b26\u7ea7": [127, 128], "rnn": [127, 128, 164], "\u8fdb\u884c\u59d3\u540d\u5206\u7c7b": 127, "turn": 127, "plot": [127, 128, 166], "\u751f\u6210\u59d3\u540d": 128, "\u7f16\u8bd1\u7684": [], "\u6355\u83b7\u66f4\u5927\u7684\u53cd\u5411\u56fe\u7528\u4e8e": [], "\u6982\u8ff0": 222, "\u8bbe\u7f6e": [129, 159, 232, 235, 253, 257], "\u57fa\u672c\u7528\u6cd5": [129, 220, 256], "\u68c0\u67e5\u7f16\u8bd1\u7684": [], "\u65e5\u5fd7": [], "\u7f16\u8bd1\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u4f7f\u7528\u4e0d\u540c\u7684\u6807\u5fd7": [], "\u7f16\u8bd1\u7684\u81ea\u52a8\u68af\u5ea6\u89e3\u51b3\u4e86aotautograd\u7684\u67d0\u4e9b\u9650\u5236": [], "\u7f16\u8bd1\u81ea\u52a8\u68af\u5ea6\u7684\u5e38\u89c1\u91cd\u65b0\u7f16\u8bd1\u539f\u56e0": [], "\u7ed3\u8bba": [129, 208, 215, 216, 220, 238, 245, 253, 256, 257], "fuse": [130, 143, 153, 165, 219, 224], "norm": [130, 143], "formula": 130, "batchnorm": 130, "doubl": 131, "real": 132, "world": 132, "cloud": [132, 259], "enough": 132, "multinod": 133, "local": [133, 177], "global": [133, 138, 157, 186], "rank": 133, "heteregen": 133, "troubleshoot": 133, "between": [134, 192], "skew": 134, "partit": 135, "resnet50": 135, "stitch": 135, "Into": 135, "point": [136, 196], "collect": [136, 160], "ring": 136, "allreduc": 136, "topic": [136, 264], "dqn": [137, 161], "mlp": 137, "q": [137, 161], "huggingfac": 138, "necessari": 138, "token": 138, "check": [138, 186, 198], "refer": [138, 180, 196, 264], "vmap": [139, 206], "\u5b9a\u4e49": 140, "\u4f9d\u8d56": 140, "\u7b80\u5355\u7684": 140, "web": 140, "server": [140, 162, 163], "\u63a8\u7406": [140, 214, 231, 255], "wav2vec2": [141, 168], "\u5f3a\u5236\u5bf9\u9f50": 141, "fuser": 143, "fusion": [143, 180], "benchmark": [143, 186, 195, 219, 224, 232], "resnet18": [143, 144, 201], "captur": [144, 153, 200], "symbol": [144, 184], "investig": 144, "inductor": [145, 187, 200], "log": [145, 147], "determin": 145, "error": [145, 254], "hessian": 146, "hvp": 146, "vhp": 146, "revers": 146, "jacrev": 146, "jacfwd": 146, "functorch": 146, "\u8bad\u7ec3\u4e00\u4e2a\u9a6c\u91cc\u5965\u6e38\u620f\u7684": 147, "rl": 147, "agent": 147, "definit": [147, 265], "act": 147, "cach": [147, 154], "recal": 147, "td": 147, "all": [147, 153, 176, 248, 254], "let": 147, "plai": 147, "channel": [148, 178, 224], "last": [148, 178, 224], "gain": 148, "machin": 150, "best": 150, "practic": [150, 169], "tangent": 151, "ntk": 151, "contract": 151, "nvfuser": 152, "dure": 153, "disclaim": 153, "techniqu": 153, "register_post_accumulate_grad_hook": 153, "everyth": [153, 179], "line": [153, 186, 264], "hand": 154, "ar": 154, "first": [154, 177, 178], "citizen": 154, "concaten": 154, "remov": [154, 157], "per": 155, "grad": [155, 192, 248], "effici": [155, 177, 190, 223], "cpp": 156, "subclass": [156, 165], "expos": 156, "re": 157, "0": [158, 192], "nightli": [158, 174], "raspberri": 159, "pi": 159, "\u4e0a\u8fdb\u884c\u5b9e\u65f6\u63a8\u7406": 159, "30": 159, "fp": 159, "\u51c6\u5907\u73af\u5883": 159, "opencv": 159, "\u89c6\u9891\u6355\u83b7": 159, "\u56fe\u7247\u5904\u7406": 159, "\u9009\u62e9\u6a21\u578b": 159, "mobilenetv2": [159, 188, 195], "\u91cf\u5316\u548c": 159, "\u6027\u80fd\u4f18\u5316": 159, "\u540e\u7eed": 159, "\u5f3a\u5316\u5b66\u4e60": [160, 161], "ppo": 160, "hyperparamet": [160, 161], "asynchron": 162, "cartpol": 162, "solver": 162, "reinforc": 164, "rref": 164, "high": 165, "dot": 165, "sdpa": 165, "explicit": 165, "hardwar": 165, "causal": 165, "self": 165, "nestedtensor": 165, "attn_bia": 165, "\u5e8f\u5217\u5230\u5e8f\u5217\u7f51\u7edc\u548c\u6ce8\u610f\u529b\u673a\u5236\u8fdb\u884c\u7ffb\u8bd1": 166, "spatial": 167, "depict": 167, "stn": 167, "\u8fdb\u884c\u8bed\u97f3\u8bc6\u522b": 168, "event": 169, "analyz": 169, "amd": 169, "\u53ef\u89c6\u5316\u6a21\u578b": 170, "\u6570\u636e\u548c\u8bad\u7ec3": 170, "projector": 170, "assess": 170, "tacotron2": 171, "\u6587\u672c\u8f6c\u8bed\u97f3": 171, "tiatoolbox": 172, "\u8fdb\u884c\u5168\u5207\u7247\u56fe\u50cf\u5206\u7c7b": 172, "clean": 172, "befor": 172, "patch": 172, "patchpredictor": 172, "whole": 172, "slide": 172, "extract": 172, "patholog": 172, "here": 172, "demonstr": 173, "torchdynamo": 173, "break": [174, 175], "constraint": [174, 175, 180], "decomposit": [174, 175], "exportdb": [174, 175], "strict": 175, "program": 175, "embeddingbag": 176, "embeddingbagcollect": 176, "queri": 176, "vanilla": 176, "offset": 176, "repres": 176, "minibatch": 176, "keyedjaggedtensor": 176, "kjt": 176, "resourc": 176, "grok": [177, 178], "intel": [177, 178, 208, 221, 227, 248, 255], "avoid": 177, "logic": 177, "core": [177, 188], "alwai": 177, "faster": 177, "remot": 177, "pin": 177, "worker": 177, "default": [177, 233], "torchserv": [177, 178, 259], "set_num_thread": 177, "number": [177, 264, 265], "physic": 177, "launcher": [177, 178], "down": [178, 265], "microarchitectur": 178, "tma": 178, "back": 178, "end": 178, "vtune": [178, 227], "instrument": [178, 227], "technolog": [178, 227], "itt": [178, 227], "leverag": 178, "alloc": 178, "tcmalloc": 178, "jemalloc": 178, "ptmalloc": 178, "boost": 178, "\u5bf9\u8c61\u68c0\u6d4b\u5fae\u8c03\u6559\u7a0b": 179, "pennfudan": 179, "modifi": 179, "add": [179, 225, 226], "backbon": 179, "detect": 179, "prototyp": [180, 182, 183, 184, 185, 186, 188, 189, 190, 191, 192, 193, 197, 198, 199, 202, 205], "backendconfig": 180, "deriv": [180, 201], "pattern": [180, 201], "each": 180, "dtypeconfig": 180, "conv": 180, "qconfigmap": [180, 183], "satisfi": 180, "faulti": 180, "workload": [181, 218], "eval": [183, 198], "specifi": [183, 186], "calibr": [183, 198], "9": [183, 266], "float": [183, 196], "guid": 184, "skip": [184, 203], "traceabl": 184, "torchao": 185, "glue": 186, "qconfig_dict": 186, "one": [186, 265], "wrapper": [187, 207], "ml": 188, "maco": 188, "metal": 189, "sourc": [189, 209], "adagrad": 190, "maskedtensor": [190, 191, 192, 193], "simpler": 190, "origin": 190, "maskedarrai": 191, "reduct": [191, 193], "slice": 192, "distinguish": 192, "nan": [192, 231], "anoth": 192, "x": 192, "yield": 192, "nansum": 192, "nanmean": 192, "safe": 192, "miss": 192, "coo": 193, "csr": 193, "unari": 193, "binari": 193, "nest": 194, "nnapi": 195, "numer": 196, "suit": 196, "correspond": 196, "locat": 196, "its": 196, "equival": 196, "same": 196, "recip": [197, 219, 224, 225, 226, 228, 229, 236, 254], "lower": [198, 200], "qat": 199, "x86": 200, "common": [201, 210, 254], "param": 201, "ir": 201, "pt2e": 201, "match": 201, "directli": 201, "subgraphmatcherwithnamenodemap": 201, "detail": 203, "freez": 204, "mobil": [205, 223, 224, 225, 226, 228, 254], "so": 206, "vulkan": 207, "workflow": [207, 229], "desktop": 207, "sdk": 207, "java": [207, 209], "upload": 207, "\u5229\u7528\u82f1\u7279\u5c14": 208, "\u9ad8\u7ea7\u77e9\u9635\u6269\u5c55": 208, "matrix": 208, "pytorch\u4e2d\u7684amx": 208, "\u5229\u7528amx\u52a0\u901f\u5de5\u4f5c\u8d1f\u8f7d\u7684\u6307\u5357": 208, "\u53ef\u5229\u7528amx\u7684cpu\u7b97\u5b50": 208, "\u786e\u8ba4amx\u6b63\u5728\u88ab\u5229\u7528": 208, "prebuilt": 209, "gradl": 209, "manifest": 209, "bundl": 210, "uncommon": 210, "inflat": 210, "arg": [210, 263], "\u7f16\u8bd1\u4f18\u5316\u5668": 211, "\u6a21\u578b\u8bbe\u7f6e": 211, "\u8bbe\u7f6e\u548c\u8fd0\u884c\u4f18\u5316\u5668\u57fa\u51c6\u6d4b\u8bd5": 211, "\u53e6\u8bf7\u53c2\u9605": [211, 256], "lr": 212, "happen": 212, "\u4f7f\u7528tensorpip": 213, "rpc\u8fdb\u884c\u8bbe\u5907\u5230\u8bbe\u5907\u901a\u4fe1": 213, "\u8981\u6c42": [213, 217, 227, 260], "\u4ec0\u4e48\u662fcuda": 213, "\u5982\u4f55\u4f7f\u7528cuda": 213, "flask": 214, "\u8fdb\u884c\u90e8\u7f72": 214, "\u73af\u5883\u8bbe\u7f6e": [214, 234, 239, 241, 242, 243, 244, 249, 250, 251], "\u4ec0\u4e48\u662f": [214, 216, 227, 258, 260], "\u8bbe\u7f6e\u548c\u652f\u6301\u6587\u4ef6": 214, "\u9009\u9879": 214, "\u5feb\u901f\u83b7\u53d6\u6587\u4ef6": 214, "\u4f7f\u7528\u60a8\u81ea\u5df1\u7684\u56fe\u50cf": 214, "\u6784\u5efa\u60a8\u7684": 214, "\u670d\u52a1": 214, "\u5bfc\u5165": 214, "\u9884\u5904\u7406": 214, "\u540e\u5904\u7406": 214, "\u8fd0\u884c\u5b8c\u6574\u7684": 214, "\u5e94\u7528": 214, "\u91cd\u8981\u8d44\u6e90": 214, "\u5206\u5e03\u5f0f\u68c0\u67e5\u70b9": 215, "dcp": 215, "\u5165\u95e8": [215, 222], "\u5982\u4f55\u5de5\u4f5c": 215, "\u5982\u4f55\u4f7f\u7528": [215, 260], "\u4fdd\u5b58": [215, 231, 232], "\u52a0\u8f7d": 215, "\u5f00\u59cb\u4f7f\u7528": 216, "\u4e3a\u4ec0\u4e48": 216, "\u6709\u7528": 216, "\u5982\u4f55\u5c06": 216, "\u4e0e": [216, 257], "hsdp": 216, "\u4e00\u8d77\u4f7f\u7528": 216, "\u7684\u5206\u5e03\u5f0f\u4f18\u5316\u5668": 217, "\u4ec0\u4e48\u662f\u5206\u5e03\u5f0f\u4f18\u5316\u5668": 217, "\u4ec0\u4e48\u662f\u652f\u6301": 217, "\u5982\u4f55\u7f16\u5199\u652f\u6301": 217, "\u7684\u81ea\u5b9a\u4e49\u5206\u5e03\u5f0f\u4f18\u5316\u5668": 217, "pre": [219, 225, 226, 228, 229, 254], "requisit": [219, 225, 226, 228, 229, 254], "two": 219, "fuse_modul": [219, 224], "tool": 219, "pytorch\u5728aw": 220, "graviton\u5904\u7406\u5668\u4e0a\u7684\u63a8\u7406\u6027\u80fd\u4f18\u5316": 220, "\u5185\u5bb9": 220, "bfloat16": [220, 221], "math": [220, 264], "kernels\u52a0\u901f\u63a8\u7406": 220, "openbla": 220, "\u63d0\u9ad8\u8f83\u5c0f\u6279\u91cf\u7ef4\u5ea6\u7684\u63a8\u7406\u6027\u80fd": 220, "linux": 220, "transpar": 220, "huge": 220, "page": [220, 262], "thp": 220, "\u4f18\u5316\u5185\u5b58\u5206\u914d\u5f00\u9500": 220, "float32": 221, "imper": 221, "float16": 221, "zoo": 221, "\u4f7f\u7528intel": 222, "compressor\u5b9e\u73b0pytorch\u7684\u7b80\u6613\u91cf\u5316": 222, "\u7279\u6027": 222, "\u7528\u6cd5": 222, "\u7cbe\u5ea6\u9a71\u52a8\u91cf\u5316": 222, "\u91cf\u5316\u611f\u77e5\u8bad\u7ec3": 222, "\u4ec5\u6027\u80fd\u91cf\u5316": 222, "\u91cf\u5316\u8f93\u51fa": 222, "\u90e8\u7f72": [222, 258], "mobile_optim": 224, "mobilenet": [225, 226, 229], "v2": [225, 226, 229], "\u5206\u6790": 227, "\u5de5\u4f5c\u8d1f\u8f7d": 227, "\u5982\u4f55\u5728": 227, "\u4e2d\u53ef\u89c6\u5316": 227, "\u6a21\u578b\u5c42\u6b21\u7ed3\u6784": 227, "\u542f\u52a8": 227, "\u914d\u7f6e\u5206\u6790": 227, "\u8bfb\u53d6\u5206\u6790\u7ed3\u679c": 227, "\u4e00\u4e2a\u7b80\u77ed\u7684\u793a\u4f8b\u4ee3\u7801": 227, "\u5c55\u793a\u5982\u4f55\u4f7f\u7528": 227, "\u8fdb\u884c\u6a21\u578b\u53ef\u89e3\u91ca\u6027": 230, "\u8ba1\u7b97\u5f52\u56e0": 230, "\u53ef\u89c6\u5316\u7ed3\u679c": 230, "\u6700\u540e\u6ce8\u610f": 230, "\u81ea\u52a8\u6df7\u5408\u7cbe\u5ea6": 231, "\u4e00\u4e2a\u7b80\u5355\u7684\u7f51\u7edc": 231, "\u9ed8\u8ba4\u7cbe\u5ea6": 231, "\u6dfb\u52a0": 231, "gradscal": 231, "\u5168\u90e8\u96c6\u6210": 231, "\u68c0\u67e5": 231, "\u4fee\u6539\u68af\u5ea6": 231, "\u4f8b\u5982": 231, "\u68af\u5ea6\u88c1\u526a": 231, "\u6062\u590d": 231, "\u8bc4\u4f30": 231, "\u6545\u969c\u6392\u9664": 231, "amp": [231, 248], "\u7684\u52a0\u901f\u6548\u679c\u5fae\u4e4e\u5176\u5fae": 231, "\u635f\u5931\u662f": 231, "inf": 231, "\u7c7b\u578b\u4e0d\u5339\u914d\u9519\u8bef": 231, "\u53ef\u80fd\u8868\u73b0\u4e3a": 231, "cudnn_status_bad_param": 231, "\u5177\u4f53\u6b65\u9aa4": [232, 234, 239, 241, 242, 243, 244, 249, 250, 251], "\u5b9a\u4e49\u8981\u57fa\u51c6\u6d4b\u8bd5\u7684\u51fd\u6570": 232, "timeit": 232, "timer": [232, 247], "\u8fdb\u884c\u57fa\u51c6\u6d4b\u8bd5": 232, "autorang": 232, "\u6bd4\u8f83\u57fa\u51c6\u6d4b\u8bd5\u7ed3\u679c": 232, "\u52a0\u8f7d\u57fa\u51c6\u6d4b\u8bd5\u7ed3\u679c": 232, "fuzz": 232, "\u751f\u6210\u8f93\u5165": 232, "callgrind": [232, 247], "\u6536\u96c6\u6307\u4ee4\u8ba1\u6570": 232, "\u5b66\u4e60\u66f4\u591a": [232, 234, 237, 249, 250], "\u521b\u5efa\u795e\u7ecf\u7f51\u7edc": 234, "\u5bfc\u5165\u52a0\u8f7d\u6570\u636e\u6240\u9700\u7684\u5fc5\u8981\u5e93": [234, 237, 241, 242, 243, 244, 249, 251], "\u5b9a\u4e49\u548c\u521d\u59cb\u5316\u795e\u7ecf\u7f51\u7edc": [234, 242, 243, 244], "\u6307\u5b9a\u6570\u636e\u5982\u4f55\u901a\u8fc7\u4f60\u7684\u6a21\u578b": 234, "\u53ef\u9009": [234, 237], "\u901a\u8fc7\u4f60\u7684\u6a21\u578b\u4f20\u9012\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5": 234, "\u52a8\u6001\u91cf\u5316": 235, "\u4ec0\u4e48\u662f\u52a8\u6001\u91cf\u5316": 235, "\u6b65\u9aa4": [235, 253], "\u6267\u884c\u91cf\u5316": 235, "\u67e5\u770b\u6a21\u578b\u5927\u5c0f": 235, "\u67e5\u770b\u5ef6\u8fdf": 235, "\u67e5\u770b\u7cbe\u5ea6": 235, "\u4e86\u89e3\u66f4\u591a": [235, 239, 246], "\u52a0\u8f7d\u6570\u636e": 237, "\u4f7f\u7528\u6b65\u9aa4": 237, "\u8bbf\u95ee\u6570\u636e\u96c6\u4e2d\u7684\u6570\u636e": 237, "\u904d\u5386\u6570\u636e": 237, "\u53ef\u89c6\u5316\u6570\u636e": 237, "\u4ece\u68c0\u67e5\u70b9\u52a0\u8f7d": 238, "\u7684\u6280\u5de7": 238, "mmap": 238, "true": [238, 248], "meta": [238, 264], "load_state_dict": [238, 245], "assign": 238, "\u5bfc\u5165\u4f9d\u8d56\u7684\u5e93": 239, "\u521b\u5efa\u4e00\u4e2a\u7b80\u5355\u7684": 239, "resnet": 239, "\u4f7f\u7528profiler\u5206\u6790\u6267\u884c\u65f6\u95f4": 239, "\u5206\u6790\u5185\u5b58\u6d88\u8017": 239, "\u4f7f\u7528\u8ddf\u8e2a\u529f\u80fd": 239, "\u68c0\u67e5\u5806\u6808\u8ddf\u8e2a": 239, "\u4f7f\u7528\u5206\u6790\u5668\u5206\u6790\u957f\u65f6\u95f4\u8fd0\u884c\u7684\u4f5c\u4e1a": 239, "\u5728pytorch\u4e2d\u63a8\u7406\u5f62\u72b6": 240, "\u4e2d\u8de8\u8bbe\u5907\u4fdd\u5b58\u548c\u52a0\u8f7d\u6a21\u578b": 241, "\u5b9a\u4e49\u5e76\u521d\u59cb\u5316\u795e\u7ecf\u7f51\u7edc": [241, 249, 250], "\u5728gpu\u4e0a\u4fdd\u5b58": 241, "cpu\u4e0a\u52a0\u8f7d": 241, "gpu\u4e0a\u52a0\u8f7d": 241, "\u5728cpu\u4e0a\u4fdd\u5b58": 241, "\u5728gpu\u4e0a\u52a0\u8f7d": 241, "\u4fdd\u5b58\u548c\u52a0\u8f7d\u901a\u7528\u68c0\u67e5\u70b9": 242, "\u521d\u59cb\u5316\u4f18\u5316\u5668": [242, 243, 244, 250], "\u4fdd\u5b58\u901a\u7528\u68c0\u67e5\u70b9": 242, "\u52a0\u8f7d\u901a\u7528\u68c0\u67e5\u70b9": 242, "\u4fdd\u5b58\u548c\u52a0\u8f7d\u6574\u4e2a\u6a21\u578b": 243, "\u7ee7\u7eed\u5b66\u4e60": [243, 251], "\u5728\u4e00\u4e2a\u6587\u4ef6\u4e2d\u4fdd\u5b58\u548c\u52a0\u8f7d\u591a\u4e2a\u6a21\u578b": 244, "\u4fdd\u5b58\u591a\u4e2a\u6a21\u578b": 244, "\u52a0\u8f7d\u591a\u4e2a\u6a21\u578b": 244, "\u4e2d\u4e3a": 245, "\u548c\u5f20\u91cf\u5b50\u7c7b\u63d0\u4f9b\u6269\u5c55\u70b9": 245, "swap_tensor": 245, "\u5e94\u7528\u4e8e": 245, "\u548c\u76f8\u5173\u65b9\u6cd5": 245, "\u5982\u4f55\u5728pytorch\u4e2d\u4f7f\u7528tensorboard": 246, "\u5728pytorch\u4e2d\u4f7f\u7528tensorboard": 246, "\u8bb0\u5f55\u6807\u91cf": 246, "\u8fd0\u884ctensorboard": 246, "timer\u5feb\u901f\u5165\u95e8": 247, "\u5b9a\u4e49timer": 247, "wall\u65f6\u95f4": 247, "blocked_autorang": 247, "\u4ee3\u7801\u7247\u6bb5": 247, "\u6307\u4ee4\u8ba1\u6570": 247, "collect_callgrind": 247, "\u6df1\u5165\u63a2\u8ba8": 247, "\u8fdb\u884ca": 247, "b\u6d4b\u8bd5": 247, "\u811a\u6ce8": 247, "\u6027\u80fd\u8c03\u4f18\u6307\u5357": 248, "\u4e00\u822c\u4f18\u5316": 248, "\u542f\u7528\u5f02\u6b65\u6570\u636e\u52a0\u8f7d\u548c\u6570\u636e\u589e\u5f3a": 248, "\u5bf9\u4e8e\u9a8c\u8bc1\u6216\u63a8\u7406": 248, "\u7981\u7528\u68af\u5ea6\u8ba1\u7b97": 248, "\u5bf9\u4e8e\u76f4\u63a5\u540e\u8ddf\u6279\u91cf\u5f52\u4e00\u5316\u7684\u5377\u79ef": 248, "\u7981\u7528\u504f\u7f6e": 248, "none": 248, "\u800c\u4e0d\u662f": 248, "zero_grad": 248, "\u6216": 248, "\u878d\u5408\u70b9\u8fd0\u7b97": 248, "\u4e3a\u8ba1\u7b97\u673a\u89c6\u89c9\u6a21\u578b\u542f\u7528": 248, "channels_last": 248, "\u5185\u5b58\u683c\u5f0f": 248, "\u68c0\u67e5\u70b9\u4e2d\u95f4\u7f13\u51b2\u533a": 248, "\u7981\u7528\u8c03\u8bd5api": 248, "cpu\u7279\u5b9a\u4f18\u5316": 248, "\u5229\u7528\u975e\u5747\u5300\u5185\u5b58\u8bbf\u95ee": 248, "numa": 248, "\u63a7\u5236": 248, "\u5229\u7528openmp": 248, "openmp\u8fd0\u884c\u65f6\u5e93": 248, "libiomp": 248, "\u5207\u6362\u5185\u5b58\u5206\u914d\u5668": 248, "\u4f7f\u7528onednn": 248, "graph\u4e0etorchscript\u8fdb\u884c\u63a8\u7406": 248, "\u4f7f\u7528pytorch": 248, "\u529f\u80fd\u5728cpu\u4e0a\u8bad\u7ec3\u6a21\u578b": 248, "\u7279\u5b9a\u4f18\u5316": 248, "\u542f\u7528": 248, "cudnn": 248, "\u81ea\u52a8\u8c03\u4f18\u5668": 248, "\u907f\u514d\u4e0d\u5fc5\u8981\u7684": 248, "\u540c\u6b65": 248, "\u76f4\u63a5\u5728\u76ee\u6807\u8bbe\u5907\u4e0a\u521b\u5efa\u5f20\u91cf": 248, "\u4f7f\u7528\u6df7\u5408\u7cbe\u5ea6\u548c": 248, "\u5728\u8f93\u5165\u957f\u5ea6\u53ef\u53d8\u7684\u60c5\u51b5\u4e0b\u9884\u5206\u914d\u5185\u5b58": 248, "\u5206\u5e03\u5f0f\u4f18\u5316": 248, "\u4f7f\u7528\u9ad8\u6548\u7684\u6570\u636e\u5e76\u884c\u540e\u7aef": 248, "\u5982\u679c\u5728\u4f7f\u7528": 248, "\u548c\u68af\u5ea6\u7d2f\u79ef\u8fdb\u884c\u8bad\u7ec3\u65f6": 248, "\u8df3\u8fc7\u4e0d\u5fc5\u8981\u7684": 248, "reduc": 248, "\u5982\u679c\u4f7f\u7528": 248, "find_unused_paramet": 248, "\u5219\u5728\u6784\u9020\u51fd\u6570\u548c\u6267\u884c\u671f\u95f4\u5339\u914d\u5c42\u7684\u987a\u5e8f": 248, "\u5728\u5206\u5e03\u5f0f\u8bbe\u7f6e\u4e2d\u5e73\u8861\u5de5\u4f5c\u8d1f\u8f7d": 248, "\u4f7f\u7528\u4e0d\u540c\u6a21\u578b\u7684\u53c2\u6570\u5bf9\u6a21\u578b\u8fdb\u884c\u70ed\u542f\u52a8": 249, "b": 249, "\u52a0\u8f7d\u5230\u6a21\u578b": 249, "\u4e2d": 250, "\u662f\u4ec0\u4e48": 250, "\u4e2d\u7684": 250, "\u8bbf\u95ee\u6a21\u578b\u548c\u4f18\u5316\u5668\u7684": 250, "\u52a0\u8f7d\u548c\u6807\u51c6\u5316\u6570\u636e\u96c6": 251, "\u5b9a\u4e49\u635f\u5931\u51fd\u6570\u548c\u4f18\u5316\u5668": 251, "\u5728\u8bad\u7ec3\u7f51\u7edc\u65f6\u6e05\u96f6\u68af\u5ea6": 251, "\u901a\u8fc7\u533a\u57df\u7f16\u8bd1\u51cf\u5c11": 253, "\u51b7\u542f\u52a8\u7f16\u8bd1\u65f6\u95f4": 253, "\u5148\u51b3\u6761\u4ef6": [253, 256], "convers": 254, "runtimeerror": 254, "lookup": 254, "type": 254, "cannot": 254, "rang": 254, "must": 254, "found": 254, "\u6269\u5c55\u540e\u7aef": 255, "\u4f7f\u7528\u793a\u4f8b": 255, "fp32": 255, "bf16": 255, "\u548c\u7528\u6237\u81ea\u5b9a\u4e49\u7684": 256, "triton": 256, "\u5185\u6838": 256, "\u9ad8\u7ea7\u7528\u6cd5": 256, "\u53ef\u7ec4\u5408\u6027\u548c\u9650\u5236": 256, "torch_log": 257, "\u73af\u5883\u8981\u6c42": 258, "\u5982\u4f55\u5bfc\u51fa\u6a21\u578b": 258, "\u6784\u5efa\u548c\u8fd0\u884c\u60a8\u7684": 258, "\u63a8\u7406\u5f15\u64ce": 258, "\u5c06": 259, "stabl": 259, "diffus": 259, "\u6a21\u578b\u90e8\u7f72\u4e3a": 259, "vertex": 259, "ai": 259, "\u7aef\u70b9": 259, "\u521b\u5efa\u81ea\u5b9a\u4e49": 259, "\u5904\u7406\u7a0b\u5e8f": 259, "\u5c06\u6a21\u578b\u5de5\u4ef6\u4e0a\u4f20\u5230": 259, "gc": 259, "\u4f7f\u7528\u6a21\u578b\u5de5\u4ef6\u548c\u9884\u6784\u5efa\u7684": 259, "\u5bb9\u5668\u955c\u50cf\u521b\u5efa": 259, "\u6a21\u578b\u90e8\u7f72\u5230\u7aef\u70b9": 259, "\u4f7f\u7528zeroredundancyoptimizer\u5206\u7247\u4f18\u5316\u5668\u72b6\u6001": 260, "changelog": 261, "wide": 262, "html": 262, "theme": [262, 268], "toc": 262, "test_py_modul": 263, "paragraph": [264, 267], "markup": 264, "inlin": 264, "liter": 264, "quot": 264, "doctest": 264, "emphas": 264, "sidebar": 264, "ch": 264, "ien": 264, "creativ": 264, "footnot": 264, "citat": 264, "glossari": 264, "direct": 264, "center": 264, "figur": 264, "admonit": 264, "And": 264, "rubric": 264, "titl": 264, "replac": 264, "compound": 264, "link": 264, "enumer": 265, "bullet": 265, "second": 265, "But": 265, "deeper": 265, "rabbit": 265, "hole": 265, "hlist": 265, "grid": 265, "giant": 265, "can": 265, "have": 265, "caption": [265, 268], "like": 265, "sticki": 266, "nav": 266, "menu": [266, 268], "11": 266, "12": 266, "13": 266, "14": 266, "15": 266, "16": 266, "17": 266, "18": 266, "19": 266, "20": 266, "submenu": 266, "subsubmenu": 266, "element": 267, "document": [267, 268], "subsect": 267, "subsubsect": 267, "demo": 268, "incred": 268, "git": 269, "\u4e3a": 129, "\u6355\u83b7\u66f4\u5927\u7684\u540e\u5411\u56fe": 129, "\u6982\u89c8": 129, "\u68c0\u67e5\u7f16\u8bd1\u81ea\u52a8\u5fae\u5206\u65e5\u5fd7": 129, "\u4f7f\u7528\u4e0d\u540c\u7684\u6807\u5fd7\u7f16\u8bd1\u524d\u5411\u548c\u540e\u5411\u4f20\u9012": 129, "\u7f16\u8bd1\u81ea\u52a8\u5fae\u5206\u89e3\u51b3\u4e86aotautograd\u7684\u67d0\u4e9b\u9650\u5236": 129, "\u7f16\u8bd1\u81ea\u52a8\u5fae\u5206\u7684\u5e38\u89c1\u91cd\u65b0\u7f16\u8bd1\u539f\u56e0": 129}, "envversion": {"sphinx.domains.c": 2, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 6, "sphinx.domains.index": 1, "sphinx.domains.javascript": 2, "sphinx.domains.math": 2, "sphinx.domains.python": 3, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1, "sphinx": 56}}) \ No newline at end of file diff --git a/index.rst b/index.rst index 461fca4..b1c1f39 100644 --- a/index.rst +++ b/index.rst @@ -3,7 +3,7 @@ **PyTorch 新增教程** -* `使用自定义的 Triton 内核与 torch.compile `__ +* `Compiled Autograd: 为 torch.compile 捕获更大的后向图 `__ * `通过区域编译减少 torch.compile 冷启动编译时间 `__ * `使用 Tensor Parallel (TP) 进行大规模 Transformer 模型训练 `__ * `利用半结构化(2:4)稀疏性加速 BERT `__ diff --git a/intermediate_source/compiled_autograd_tutorial.rst b/intermediate_source/compiled_autograd_tutorial.rst index e906026..cbddf58 100644 --- a/intermediate_source/compiled_autograd_tutorial.rst +++ b/intermediate_source/compiled_autograd_tutorial.rst @@ -1,44 +1,48 @@ -编译的 Autograd:捕获更大的反向图用于 ``torch.compile`` +Compiled Autograd: 为 ``torch.compile`` 捕获更大的后向图 ========================================================================== **作者:** `Simon Fan `_ .. grid:: 2 - .. grid-item-card:: :octicon:`mortar-board;1em;` 你将学到什么 + .. grid-item-card:: :octicon:`mortar-board;1em;` What you will learn :class-card: card-prerequisites - * 编译的 autograd 如何与 ``torch.compile`` 交互 - * 如何使用编译的 autograd API + * How compiled autograd interacts with ``torch.compile`` + * How to use the compiled autograd API + * How to inspect logs using ``TORCH_LOGS`` + * 编译自动微分如何与 ``torch.compile`` 交互 + * 如何使用编译自动微分API * 如何使用 ``TORCH_LOGS`` 检查日志 - .. grid-item-card:: :octicon:`list-unordered;1em;` 前提条件 + .. grid-item-card:: :octicon:`list-unordered;1em;` Prerequisites :class-card: card-prerequisites * PyTorch 2.4 - * 完成 `Introduction to torch.compile `_ - * 阅读 `Get Started with PyTorch 2.x `_ 中的 TorchDynamo 和 AOTAutograd 部分 + * 完成 `torch.compile介绍` `_ + * 阅读 `开始使用PyTorch 2.x `_ 中的TorchDynamo和AOTAutograd部分 -概述 +概览 -------- -编译的 Autograd 是 PyTorch 2.4 中引入的 ``torch.compile`` 扩展,允许捕获更大的反向图。 +编译自动微分是 PyTorch 2.4 中引入的 ``torch.compile`` 扩展,它允许捕获更大的后向图。 -虽然 ``torch.compile`` 确实捕获了反向图,但它是 **部分** 捕获的。AOTAutograd 组件提前捕获反向图,但有一定的限制: +虽然 ``torch.compile`` 确实会捕获后向图,但它是 **部分** 捕获的。AOTAutograd 组件提前捕获后向图,但存在一些限制: -* 前向图中的图中断会导致反向图中的图中断 -* `反向钩子 `_ 未被捕获 +* 前向中的图断裂导致后向中的图断裂 +* `后向钩子 `_ 没有被捕获 -编译的 Autograd 通过直接与 autograd 引擎集成,解决了这些限制,允许它在运行时捕获完整的反向图。具有这些特征的模型应尝试编译的 Autograd,并可能观察到更好的性能。 +编译自动微分通过直接与自动微分引擎集成,允许在运行时捕获完整的后向图。具有以下两个特征的模型应该尝试使用编译自动微分,并可能观察到更好的性能。 -然而,编译的 Autograd 也引入了自身的限制: +然而,编译自动微分也有对应的限制: -* 在反向开始时增加了缓存查找的运行时开销 -* 由于更大的捕获,更容易在 dynamo 中重新编译和图中断 +* 在后向开始时增加了运行时开销,用于缓存查找 +* 在动态中更容易重新编译和图断裂,因为捕获的范围更大 -.. note:: 编译的 Autograd 正在积极开发中,尚不兼容所有现有的 PyTorch 功能。有关特定功能的最新状态,请参阅 `Compiled Autograd Landing Page `_。 +.. 注意:: 编译自动微分正在积极开发中,尚未与所有现有的PyTorch功能兼容。有关特定功能的最新消息,请参阅 `编译自动微分登录页面 `_。 设置 ----- -在本教程中,我们将基于这个简单的神经网络模型进行示例。它接受一个 10 维的输入向量,通过一个线性层处理,并输出另一个 10 维的向量。 +在本教程中,我们将基于这个简单的神经网络模型进行示例。 +它接受一个10维输入向量,通过单个线性层处理它,并输出另一个10维向量。 .. code:: python @@ -54,7 +58,7 @@ 基本用法 ------------ -在调用 ``torch.compile`` API 之前,请确保将 ``torch._dynamo.config.compiled_autograd`` 设置为 ``True``: +在调用 ``torch.compile`` API之前,请确保将 ``torch._dynamo.config.compiled_autograd`` 设置为 ``True``: .. code:: python @@ -67,41 +71,42 @@ loss = model(x).sum() loss.backward() - train(model, x) + train(model, x) -在上面的代码中,我们创建了一个 ``Model`` 类的实例,并使用 ``torch.randn(10)`` 生成一个随机的 10 维张量 ``x``。 -我们定义了训练循环函数 ``train`` 并用 @torch.compile 装饰它以优化其执行。 +在上述代码中,我们创建了 ``Model`` 类的实例,并使用 ``torch.randn(10)`` 生成了一个随机的10维张量 ``x``。 +我们定义了训练循环函数 ``train``,并用 @torch.compile 装饰它以优化其执行。 当调用 ``train(model, x)`` 时: -* 由于此调用被 ``@torch.compile`` 装饰,Python 解释器调用 Dynamo。 -* Dynamo 拦截 Python 字节码,模拟其执行并将操作记录到图中。 -* ``AOTDispatcher`` 禁用钩子并调用 autograd 引擎来计算 ``model.linear.weight`` 和 ``model.linear.bias`` 的梯度,并将操作记录到图中。使用 ``torch.autograd.Function``,AOTDispatcher 重写了 ``train`` 的前向和反向实现。 -* Inductor 生成一个函数,对应于 AOTDispatcher 前向和反向的优化实现。 -* Dynamo 设置优化函数,以便由 Python 解释器接下来评估。 -* Python 解释器执行优化函数,该函数执行 ``loss = model(x).sum()``。 -* Python 解释器执行 ``loss.backward()``,调用 autograd 引擎,由于我们设置了 ``torch._dynamo.config.compiled_autograd = True``,它会路由到编译的 Autograd 引擎。 -* 编译的 Autograd 计算 ``model.linear.weight`` 和 ``model.linear.bias`` 的梯度,并将操作记录到图中,包括它遇到的任何钩子。在此过程中,它将记录 AOTDispatcher 先前重写的反向。然后,编译的 Autograd 生成一个新函数,该函数对应于 ``loss.backward()`` 的完全跟踪实现,并在推理模式下使用 ``torch.compile`` 执行它。 -* 相同的步骤递归应用于编译的 Autograd 图,但这次 AOTDispatcher 不需要对图进行分区。 - -检查编译的 autograd 日志 +* Python解释器调用Dynamo,因为此调用被装饰有 ``@torch.compile``。 +* Dynamo拦截Python字节码,模拟它们的执行并将操作记录到图中。 +* ``AOTDispatcher`` 禁用钩子并调用自动微分引擎为 ``model.linear.weight`` 和 ``model.linear.bias`` 计算梯度,并将操作记录到图中。使用 ``torch.autograd.Function``,AOTDispatcher重写 ``train`` 的前向和后向实现。 +* Inductor生成一个对应于AOTDispatcher前向和后向的优化实现的函数。 +* Dynamo将优化后的函数设置为Python解释器下一次执行。 +* Python解释器执行优化后的函数,执行 ``loss = model(x).sum()``. +* Python解释器执行 ``loss.backward()`` ,调用自动微分引擎,因为我们设置了 ``torch._dynamo.config.compiled_autograd = True``,所以路由到编译自动微分引擎。 +* 编译自动微分计算 ``model.linear.weight`` 和 ``model.linear.bias`` 的梯度,并将操作记录到图中,包括它遇到的任何钩子。在此过程中,它将记录AOTDispatcher之前重写的后向。然后编译自动微分生成一个新的函数,对应于 ``loss.backward()`` 的完全跟踪实现,并在 ``torch.compile`` 的推理模式下执行它。 +* 相同的步骤递归地适用于编译自动微分图,但这一次AOTDispatcher将不需要划分图。 + +检查编译自动微分日志 ------------------------------------- 使用 ``TORCH_LOGS`` 环境变量运行脚本: -* 仅打印编译的 autograd 图,使用 ``TORCH_LOGS="compiled_autograd" python example.py`` -* 打印包含更多张量元数据和重新编译原因的图,以性能为代价,使用 ``TORCH_LOGS="compiled_autograd_verbose" python example.py`` +* 仅打印编译自动微分图,使用 ``TORCH_LOGS="compiled_autograd" python example.py`` +* 以性能为代价打印带有更多张量元数据和重新编译原因的图,使用 ``TORCH_LOGS="compiled_autograd_verbose" python example.py`` -重新运行上面的代码片段,编译的 autograd 图现在应该记录到 ``stderr``。某些图节点的名称将以 ``aot0_`` 为前缀, -这些对应于先前在 AOTAutograd 反向图 0 中提前编译的节点,例如,``aot0_view_2`` 对应于 id=0 的 AOT 反向图中的 ``view_2``。 +重新运行上述代码片段,编译自动微分图现在应该被记录到 ``stderr``。某些图节点的名称将有 ``aot0_`` 的前缀, +这些对应于AOTAutograd后向图0中预先编译的节点,例如, ``aot0_view_2`` 对应于ID为0的AOT后向图中的view_2。 + +下图中,红色框包含了 ``torch.compile`` 在没有编译自动微分的情况下捕获的AOT后向图。 -在下图中,红色框封装了由 ``torch.compile`` 捕获的 AOT 反向图,而没有编译的 Autograd。 .. image:: ../_static/img/compiled_autograd/entire_verbose_log.png -.. note:: This is the graph on which we will call ``torch.compile``, **NOT** the optimized graph. Compiled Autograd essentially generates some unoptimized Python code to represent the entire C++ autograd execution. +.. 注意:: 这是我们将调用 ``torch.compile`` 的图,不是优化后的图。编译自动微分本质上生成一些未优化的Python代码来表示整个C++自动微分执行。 -编译前向和后向传递使用不同的标志 +使用不同的标志编译前向和后向传递 ------------------------------------------------------------- -您可以为两次编译使用不同的编译器配置,例如,即使前向传递中有图断裂,后向传递也可以是完整图。 +你可以为两次编译使用不同的编译器配置,例如,即使前向存在图断裂,后向可能是全图。 .. code:: python @@ -111,7 +116,7 @@ torch._dynamo.config.compiled_autograd = True torch.compile(lambda: loss.backward(), fullgraph=True)() -或者您可以使用上下文管理器,它将应用于其范围内的所有自动梯度调用。 +或者你可以使用上下文管理器,它将适用于其作用域内的所有自动微分调用。 .. code:: python @@ -122,7 +127,7 @@ loss.backward() -编译的自动梯度解决了AOTAutograd的某些限制 +编译自动微分解决了AOTAutograd的某些限制 -------------------------------------------------------------- 1. 前向传递中的图断裂不再必然导致后向传递中的图断裂: @@ -155,11 +160,14 @@ # single graph for the backward assert(torch._dynamo.utils.counters["stats"]["unique_graphs"] == 1) -在第一个 torch.compile 情况下,由于编译函数 fn 中的2次图断裂,生成了3个后向图。 而在第二个使用编译的自动梯度的 torch.compile 情况下,尽管有图断裂,仍然跟踪了完整的后向图。 -.. note:: 在跟踪由编译的自动梯度捕获的后向钩子时,Dynamo仍然可能会图断裂。 +在第一个 ``torch.compile`` 案例中,我们可以看到由于编译函数 ``fn`` 中的两个图断裂,产生了3个后向图。 +而在第二个带有编译自动微分的 ``torch.compile`` 案例中,尽管存在图断裂,我们看到了整个后向图被跟踪。 + +.. 注意:: Dynamo在跟踪编译自动微分捕获的后向钩子时,仍然可能发生图断裂。 + -2. 现在可以捕获后向hooks +2. 现在可以捕获后向钩子 .. code:: python @@ -174,14 +182,13 @@ with torch._dynamo.compiled_autograd.enable(torch.compile(backend="aot_eager")): loss.backward() -图中应该有一个 ``call_hook`` 节点,dynamo 稍后会将其内联到以下内容中: - +图中应该有一个 ``call_hook`` 节点,dynamo稍后将其内联到以下内容: .. image:: ../_static/img/compiled_autograd/call_hook_node.png -编译自动梯度的常见重新编译原因 +编译自动微分的常见重新编译原因 -------------------------------------------------- -1. 由于损失值的自动梯度结构发生变化: +1. 由于损失值的自动微分结构发生变化: .. code:: python @@ -191,11 +198,11 @@ loss = op(x, x).sum() torch.compile(lambda: loss.backward(), backend="eager")() -在上面的例子中,我们在每次迭代中调用不同的操作符,导致 ``loss`` 每次跟踪不同的自动梯度历史。您应该会看到一些重新编译消息: **由于新的自动梯度节点导致缓存未命中**。 +在上面的例子中,我们在每次迭代中调用不同的操作符,导致 ``loss`` 每次都跟踪不同的自动微分历史。你应该看到一些重新编译消息: **由于新的自动微分节点导致的缓存未命中**。 .. image:: ../_static/img/compiled_autograd/recompile_due_to_node.png -2. 由于张量形状发生变化: +2. 由于张量形状变化: .. code:: python @@ -205,11 +212,10 @@ loss = x.sum() torch.compile(lambda: loss.backward(), backend="eager")() -在上面的例子中, ``x`` 的形状发生变化,编译的自动梯度将在第一次变化后将 ``x`` 标记为动态形状张量。您应该会看到重新编译消息: **由于形状变化导致缓存未命中**。 - +在上面的例子中, ``x`` 改变了形状,编译自动微分在第一次变化后将x标记为动态形状张量。你应该看到重新编译消息: **由于形状变化导致的缓存未命中**。 .. image:: ../_static/img/compiled_autograd/recompile_due_to_dynamic.png 结论 ---------- -在本教程中,我们介绍了 ``torch.compile`` 与编译的自动梯度的高级生态系统,编译的自动梯度的基础知识以及一些常见的重新编译原因。请关注 `dev-discuss _` 进行深入讨论。 \ No newline at end of file +在本教程中,我们介绍了 ``torch.compile`` 与编译自动微分的高级生态系统,编译自动微分的基础知识以及一些常见的重新编译原因。请继续关注 `dev-discuss `_ 上的深入探讨。 \ No newline at end of file

        5. Te zWx7dBW3Hk#&YX73vUECQ(emTLQ2Nnhx zh#I7J6Q=7$nQ4VK(N(4sXhNKkm*>5{eyR;8h_NJ$b~$JB*(pbu*H&j&`kPnG-n(kv zn_wYei;57nktArNmh0~J<4rjO_kO24%(`L2Tq)_HEr(xrCpb@9xCJBtao1xCbhwAk z-xC0V>G&SG^G>N#S=2iyj7JO{T=NG(ZkDQ#oeCc75Y#m){Ld7DpE2q$@LY?|*|TEH z0dB$0{5?D>Ccx#VEOGCY=X;lSR}X{fmr?FR|NYv2EnQJ(Z^dxGi*-ZX-4lZrgf$3a z*TZGn?=g9PB=#x96O~-m+x-f>vwY-RyyZ}GL!4i89WnJ*0GjdZJ{`hsAH0c%K&M#{}HSCU-$4gHgb$?OiP}j zyect~#P0(H2sy!t0oMH6s*m>s5LyvYIBbKARiWAL5;FAa#TAL7bVS{PpUE>y>tV zVS!$nX!aFY3I1e?b_<r#R?l z_Z*ORu(npnU$UiUV6WyCf7^b|^w%azpyTDOM*%IF*pEb2_34_4;PV?*94A z%WE9iR7C(Q+(T9$o6ooa4}B&+Z5)`>9Jd0;EVvq@I(n zhp{J5a{ zt%zfGV-wz+@(2mZ@3mi&?GkB58#(ck*sT+nDz|M1)YGyl|H;j-^{v^m1)XS1IZvGPqfMGEu$-bn4e73+laiGD?9c(rGJ)r6nsb(U6C^fgT9h=Z#oU3g+!3ID zK?J;gCRWx_MobGeHJj`0Wf-(NM&8I0tTH!h>fvOVJ2Ttd@E9xtiet7nY$HK^FWnez zNURvR_HC{5qfOoq5j!YeSjR+Rl>Fk?RFq`iAI#iG?(Gjup1+_XnyX6ODbT@gW4%rj z_ssoCt!0T7o5m-i6?Z!;G2+#4B$hTfgPr#P&#q)h!!4Pgf674wsScFe*IANkUcHsA zF#FzUMPYLHIV0mI|Dr`Ox`OAnfw^^|g=$l1ph}@hXD)h9;1-8@A)oX_cT=onQFv*^ zvm`!0%b*ldO<`4*37q|$u3+V&<0miM^6tZei#HIa5G$k0bCg7~TzMW(P;a_5+%m+rk6Gf(QpT?*@`X7)-DIvFttbiIll%JRIT1aB>W=hQ?t zPCiXdpG^w@fgoV|p#rG)t(1n1K+FX28hDrz97M6QZ^0jt%zf!oHpI#4t*E&87_j^D z<`3t}lR%9L3H*Y;5))s{HhFUIFEuZ%RkjX(bm~f-dq?HC4SK;8zWvK3ogDZb(>A_UvFm3kQZi4uEWrayXiGxWTe%(>hLHNpZT^YaYh-@kwVlLZ&l zW85F-|3;=15}A-d>i~RO545v;^!`4=+SZ!|=g9gsq#CI6qx{GC$!wQcuqrj) z52fhs5hSB+5^kpvaq;l)+r_Z4o#Kdal)Sx!ZY-z?ZjU>u9n2-e11*sdINqtHg~Du( z^~@vq$H^k+L{j=kvXNhq%{J}Oaiy;XD;kc>k4wDs37k+-7YkFp#y%XOTcBeyq7}8! zevX{2?IB9#nEuYc1jgNT{?H86+($lIrn23N-$f&uMYhyL9s_qD2GM;AFx7~X>S zUtqEHwVq|Ve0KLn>j3m@90FgU78C(gA9mjJX(OM!w}m^81Zl|0eF1iWDzLIR=5VQ* z|8LCv>0zjWx_rj6!u`TpJ^r)EE!5)9!g4OFLi#FWAe|Ka6ft#6%DuVj5>3C?WU{h| zK98WNe2_Vq4I&GEtQMfTAAW1aWElxdGBFy6qm1t4L)39Ka8+@gRt1G=3lxY1)<4LBq+QTD`R5Tc-pj?HUD@$Gci9q>s5B zFwE7a*oVjFoObd(M9MtQMvHl_HNO@z<$r(X%KA)Nz53}338T8Kv9Mq^Mn+5&e6*OD z(cK%g;a_7;<JUY)<5Cz z6MoNt9nOnnW^8;ITqEH5b%I~P&5rla$Kw+6vAOFth(0MOO{F{Q z@981Mm?C@LZ_4PeUsl)H5BLcFj$f~@-89SJNlv%4u3eSZsutngot1pD*r<#ZBE!J! zySoCM!%V0KDg@H{c?V1qvY;AnxHgm!M>uG-GZPa%eJ1eT3-~bux!)1f$Jjyz8bhBL z8hDZNbCLB{Zf-(&f_pC7lh?EEc;Wl{DgV8i`P-7$=lmnI9^Yd!nxdjUV}1Sldrb}G z5A@!d6%essytPb7fC%gIs?$v?G8PH`w2JPm7o98z?Y~P8|32&?oJj_RCt3opTp^vA~XO^IBFQLm>7+i zXA5HqybM|J>ptZ21@(~qh>+8+b*TZ!7*W(=<>8>_5{36ukR8+@8+>gO;al{!s*Op?kU(BqlIRA{RAI2E=CYJYR zt1QS!bhLC_?z0XKSG@m8SJxA+<2$L@o0$*67HzfT&KV1AnYxPt9bZQfn2<89oI=c_ z{osi#==ZWJ^GpdGi9EldRq!0&u(K&tuBw$5o1)K*UMo8MqK$_#@5ecz%=@oN zy9FI=QHpPaos7w8H^kO1c%er zZD;*^kb<;R3Boh%>YtASzUT@p;u#n&#`8I<8dWsf@~fmnSmvv3(jX3MQ$g;CKy`FubisN`Ovb1;DxwPh5bpQS^e&jy0s9k1S>MAw$ z;r$VNX32*|0-FZKTlu*vtE6lGAx`;kgLBf}UG=a8JXO{U`6&CKlkfCa-}iq14vtSV z>LI<-ZqPvf4!iEnn>RIt1wF^hXqa(c$&S8B*Y+FD1dE41OonoxOk&*(_ouNBxe90^ zI1N)@qN6*YsC#4-6vwl;s08lT1oRWa9`99=-3QXr$aN1J+px(OQRiGWlraaZlt?IN zE8cwCe1>1}=5N}r6RLghKRUJVVE&Q_C*hYf8BDg*Vqi#xq4>_K{-|_1P||=7%A}$q z$EEhfWq^=|V2am#O<=Q#OZXXs1Z2OIwb+Cq+`wbcKLKRAvw5*gx4+n-mA7V@Av_3% z{V<#LF#u|h-RUrFpm$vjq8b0gx(9##n!cUtOPD@h7sK*}jHtq_Bv!NQJ(YS@$_`K? z%9rdfFn@83Q0#kG9m8s@H1uUpA<#n!tHE{wl8X_?=gFmx`|LDR!;|#`6Bd_xY>JAb z`~la;I@GFe3f5tf!cm=mRUIC9%iaaixX&-U;eBgPeRi^YuqDXj@b6Tq7~w{9P}37) zTmtBmk`lLn=D_B2zwf4a$@`UckU-!}75OMXCv{cn%lPd;u+~tUqwBbeAx#k(S-vu? zvG%Kk7x}w+Tf*Y2RsoWCbm`K_DOdLx6S!OTu_`F&Up~%UU?v*>@}x1i>}2*5guKxM zOizf*qZJ7#!Cnx2#yRb6l(@+tA^h;Soaj9?4Q1UEER)tZb}$cF8wj$s9Vb+a`eM!A zhrge7hi-@BTiMvy43E%IT$O&Oc5?vJ4=Sq^pl>Bx%>(3=)L^U zP?N$_gsqeK=3CLoo-FH91sFUTuvvQA`Z5S-{}Lv|x2ZwT%9V%W=!4@a&HekE+^> zjmGy(I&~O<-lVI`{6zO_aMH8N-uJ+T$9$i;0yI5h2t9(MH&A)oDv)>!&&qOwL0W~d zE{5YPVp}S)YnuCb;rmVR`)*Yha^eSiGXASxc|?Mo3j6C*Ga&n=4mLaKv8BD`2T_=M zo|Sb5k~^PKO-e-&4TC=r91(YYU}73Kk8a*8_EuWIZi{RP>L7*Uh)xY5PTe<(5;7J)qmeevp98Z01aij+wkL$PgGoYW z&tMe?B^$_*V@O|`C0zj_yvE*X`#WUn5J1_M)4d!A?ow$)}!$O4bOOYI`2n-d#To|Gal~Vm-JL$2mAMgj4K^0GL}mdt=!8f zdc|Zp@U}AdN}Dw7BoR3?Yv}!Mgycu{?Br>UFF1EKjvIK1)}qHmKS;}0KvMD9b}=#4 zmF*H&qq&r|?KdO+Dcj!Dkh7^&pGIYQ;h}gEJY$biv?HQr?TT8)EDvKzhfK|n;9%mX z*H{h|{$fSOZUB*CE_H zcuO>UYC|7}$E`nfrQ3w&!M-o#Q)xrc!{I@P=|e{iY@EM-FZP|B{O=`f-!Q2`II0fN z^ zM)A?XYq$&Ld*?3BzDV*Q(b=Of$>ObSd5@dXZQ#}^W5%YZX$!s5ZB}$X)nYc53l4X1 z;O=*LU|u72*(5xCePb5AmE`8xnisCtmj=j9&-pV^OKCq}5n3X*c#di6f%`@=CFR5? zA>xRqtGWrRfu>Y)I8a|Z-*fXtt=KO?z4p7#%R68c$^vdzZR%~}fm3gdM_xvx1}olZ zUKU#xE=wOnH$c+hD9JnCf111ggJ*X3F_0P|XVy2^t_ZE9$``Owm+E?+sg~8Cpb-Dr z;(u19l^GTAx<5$^5moV9F^3OXOQ>mY+XdDXOj+=Q8#q=`4&Yd3j=?XIH}ySe6E@-J zCw+T#d$0%$mTZMJ{zJZ(8=i^&++%vY8>eNBsV?#1A%gcjA>om4Hm!`8;i&X3dCR*a zm;okdJ|iK#kTxHjy>o{}mJmq@1LcFmLBV>IPew_YromysSTh34ZiYXaP|!E+5AahdGOBRtzU&60?W-DM?ZZWWe!(rsMFROTr@kv+_76x!MQeB87ptMA;GKtNg0DeUfGwdl=ZUIlsUPJZhM^F|K^5fz$q?pY5IKdY{y(mzlUiS_rq+ z_*h8n8@tmM-AwBB36MP_#Zek4_G+v@Nsr*W?%@pbx~N|Y;<)91fuMwQh+%zKUE=6g4mrqMcBzX^(MbByAIN+WiNpzmMI z`>`BZ^D+qp4FtQ{-SMYVkKpJ6Da~PQewHm)2cb(ivqtoou1JU1mcl&h@N)J&@4HHi z;J=4pn7z9PX^w(ji6BNZokRw+FmCl03cR;|{W9pdahEQw;B+8~9R({c_d(-5WC1hCBw)+sJ8R2$G@I{A| z_wZz^!M`t4zwtudXRqq|K_jPJ*_oA`T+?Q)uopa*h~ACng-HEUFg)5frDWO)5l`k- zB{R^3FKj6uJo2ZaimYG0M&y=-4s-M4s!pBEUNDkey)vMIH~vIOO(RwI1&d36l|wra zQko2Vw9fYqOec5H)a9{@vCPz$Yp36SMMon z5iOLs)>Rc{i_h(4rCcZ42TM!l?gdTJaisn$(89<+pZF@79V5Q{l@eLJgivtxA5ckx<+$@UAIGb^zwoqLMVgW42-T ztm>{|zKU#)5 zwP@mZp<~qOcL=c;3U3ARAK>knS*+pn?!D6{{ml-LFo16_3tl!o0iE86g^?{vA>81c zH%=_25KEwRxGes>JI;AR}?E?-*WJYqY%5#d3r$IdSUV`u59{nrYo+Glc0TU7>gkPR=&=)@yfi=B2o|_ zBK;$`TyB`$*~t80-9qSERfgs+Qs|{I%Vi-wks-9D&&^bRFWPq@qj;0b8f`YHmd)xm zcqb!~18^j^2!n}dX$uM-ed(f48Nw@H`ey~}R-09c_(L3eyW85DW3A6Y>~`A3027{k zWzc<{US1|+m`O##w*OK>ZrJh&G$>)y@Q2!w79 z%rh6$&pB+b6f#u~d>RqfHNCG26)qhqx8^1a-C|TBT)j zlbHj|jI1k&(kgD`LECO-sjG!C%s207Etx(giO=I%($X?8oQ`XcZ8uHl=~pO4(jV=K zrrA=d-SGGL4O+p}qJIdRT>^#PvXuItAohQAlg>hM;K*ONQJfW^;V=oy?dv^2EYvY5 zCiBRUoq-xNd)xDkq}!9oAQB z8cv-Jl-NrY<_3kla-iN(Q0y&n!D{)Ptt>-mb#5FzuAt|a7to_pJzO^pc>;DLJJ zE3_Ukom*$Jtnw%r@^Mp-a#R!|YXtzh9T_0dK^bdrwva(`X8q55n z%8iNVyP+xFYHD$Lk3spXzkqy*j{$}uRV}Pv2$y=_=n)RYkw^{6SLk7(m(h{Y(1`ns z@bRZJA0$m&y?~I8VQVzW0Dip|9f%AMWgC9T+K|~~-MC|&dthnaVz4jF4~yTpDQGs^ zU48ZM+g*%es3A<|fRNgQCFm0p-+l-89}RyIR>`{$rKP?>F1!WmtZ1%yO7;k$JrGex84(l%yH#kCpUD}$6SS{7lg z&m*rE@syUuAU0$R=I$H5K@23~+lC@G>A%0{rjmPzg}o4kDmudmIh7c87D048QxHV# zl$|?uWXFOs6w0k%s8EJ1BaoT|>zwB@L`s`<+%E^Dj*Jo5;$#iXpc~@-Ip$MZR?sR(e z002PF`*?ye$`xtZQjALwe2GW`QSoPcODMS5RU;$aA*A)2q5E#W!t9HG;=G<=l?UVi z`PoQxmVn_HHb&WR7?zPdHW>{x0I?VSjyY3qjIzJjI47Z2?W&J&w>MqZrkS|tjqQEm z{o}6H%7`QC-}639GZ8Cv;jJ@KQ7_(~?HJSOc>rd3Q6l+5oGJDz{4ap1LTy}mgosYa zp&-(lAD8;^(q|znA-U6C+Zic?Ced*s7WeeN549)2qop9 z8m(Y|$xBE$>Fh|T+5?kz-DJbE{vNb`FcJ9PQ3qyP6C1wORpAO~CbWQKe>4(~>vc^@ zGnR?Hm-WdQ0manS%clo#uVh61!3RsZ9)%6f^MaV@-ddwY^=03Z$o9m+r7V)t2X{rqSNME3A;Au?One#p*W=DCB&|ZYb5p(lQ^_qzc?3=#jad2yZQio(B zjnTG-PeneFAc>azWwfDNj?x0=ok_uu12?r2L#2JD-52?q+U##*r;AX;x@VF@NVTFD zRE-PZ_(hi+$?y(%RTWiK*6BjJ9ViYdY!;n~pDD0@^Z4Gq5w9ob!gM2CT>IHnieQ*y zQsLHnvuy3*%ZE%JSK$BF%5~8%3>ct@d|nJ)N}SL% zOWycul8T9ogo)mU(KEUz<-R{;%l))%E<0ZLrG!Sy2;Kw9z`1-)ZpY2@xcDQI%ab8~ zn#fuKDPL<0=LcSck*9_o*%|!T5qa|+@$=f*xg`$mIgDuQ5R8m<>Ni%Jnwp6m@KJK| z0)?>Y*nWr z6f1aZWe9jGReV{}3^AC}buaq4dQM9tw@^7_1!Ikc@U#@$qzPEU*=seUUulH)zVj%Q z%c_dOO&ETr(TFrzl)O={%WJAn<9_=q!;r1k-4K?S&x}x%-miHgAbdEZ0k<02JckrM zn)@RCGRxsea_=3@J9y1!HDn#{I681`XsF2Mo%^(dgR6ond~FuRR3wn+G1{>h6Z@kF z-nql*s53u-XvlPzWt0R&4HMZR6=G}Kw!+W$i@IE&ZW~6`sR{*(_#L}+A&U64EXh2a z{<<*CYMkYPdL+8d#@uM$&O*2Xi_w4WX^^dOJe=J;2t(8$>Zi?nN_ z`9RQ4Kn)a!@nMr0BWigS&9Ean9-R0ea;bv`J_zJGKYMS%I08G1&Xp;mlmQurQ)|$B znXrQZfb3;nigN*wyTI0XRuT8#&Q3|qQ0*n(601}xsjfRK1%&vw8TaGXMjT7l~@ku;!Z zA$!T|rYMnF0cLN$!@8yR!{#Wu_oZ-|@QiE5WGqv{Wz%kPeFx<}ND^Xp63G|N$xIecZu!>ue1RG+Wzqw@oQwq*0hOukxYu9@hy?@bMfSanX6 zkY4kAo2*$6?lS2eMbEnARc;#P&7&C=_o`^nFVOKd`e)IcR90q2T|}`Ta%Z}%@YZ=; z*&BF1VyY@#_U&Y5__fmb81~5`kq?H=YzRCvM8~g^m7$_l3KzE?tcAQe^1LQg)klCo z+{m{QAr$5}Q*4L+Ja%pAFWabAY|u4Wm5JRvM*Lt3yr>H_62`-LlXUuYI3d{(9yicx zREP$saNvLp78s$2Q}+A!*SYM?c$rplSHI^H!NT-;l6=A|A84BV*DT@z&_$fG1BAWd zJ@HUdqu$~v^nFEtH@0)KM0;<(iP$ax9?Tk9QcDT-EDi*p4REl8OJjeg@#}>?i+m)6 z0e5g*aku~kA|aE-I`rCeU$-BIg*91x(MDr)#!(-Pb+#R$0AU>gk?5(QK#Y6edX7*d zeR$*pPL?zuXYSwQ*cGTr!@v^u0he_85%zWtTEfQ0_5)38O}fcYs_**eFdYEBPmM3t zriRZFk4$~V{K-AwINOm)ug2qNZ!ab;pFt54r3>UbZn7z*+t8F5QGR;d5nNzMQ~uBT zylq3>KVr}08{Tf_50s`p!NL#JopvA#(javaDvUul#AdL~H~=kcu=|q&t6>C=R=2cN zKCz?ti}Xg~l~fE*xJxdSgZPR2L+!Z5+SvPV>S*16*m3{r6ScyJsS12X?Tj~>oyCnT zvuYTPO3AQS9`i+g)HmD`3sEwG)Q9tw!T+PbP9&mH+b)P-iJZ|S!UL;pZGv&IU>DV7 zXfZ6Cam8C}^GE4iMWrTWSwR4I62#>i>@t_~wKFm8@yPq4Gf*kyQrqE!aJC+&kPRca z*(^3_)NBhRzvc`4Qf@x+QqZ>DkHQJZ5LQWUw2wzEytDzPm9oe(KGzlTWmZbqBvd1NQfP-C7OVdIuoP!>kuuukagHrZ?%w?wHxNQnT$@wG{HXTHK2U3(C zF!%NUsBy=rBIsXGrMOY{BluYAh}5o*A%4BCS%+AT@|R;FeU)?b~zJB91RAM%_frJOo)U+*gHc*U63B zIZ5NrFB#~e=$XjU--{!fJduY~8coFaZjM}=Q~ebE<)gX~CYY};4(%D<&04-K%X0<~ zSfAkp#iIIi<`&o|40dgG)PqM%?tsHQ?lJpO@vbP;Om!+TM%ISBq1InW&jwu1seF+N52t%XP;Q?539XI0;Wo&tkWax4;VET%Nue zFDL?2`(6E?`7Fo84_JRVdXR#0pVz;2*r~VXy7h>~z4_-Ui90Iel33S?S|3=5+l+K@ z06|9sYQI;3dU#ynY60qN&`C*KHecs&G>17oB^}$qG=hi3bco-_cipITt>je-ysPq- zVjs3urWUQEh$*%le z(ew)%4|`0qJupx=cv}cj9AM>ICZA~x(B3OK>k+2hgfsU&6~PA+zYiK=U+=!yND|AY0m!WE7j$5)m>rwO&hz1k`=<(9=mzE-Q#!1XaoFhs&Hgf^4axDSUV zom%Jl^Tt6_J~Lmv`WmxSO})+bL4GK0o?BWUbBhp9I>peCPLNDJMUgr@LPhOL)TeBU zDQld#eY~7rI$|uIc|Idm3pMKuU)ad&G_R&Xsw|=M{)zy^3XSb@o%bmA@J2bD|8|Ps z$ax=@QO2*k9NATC6iy$zG2;N@-HLe2obI)Fo6RJiDjnxjBRRolJz3 zd`{@e6O2GeXWH~apa`AXj~5|YUn-O7u{K^dmvp_39hCI&LWA*cK2$)}?)<-Kd&{US zw>Df`N)SZ4yO9(S>F$<(q+3F|yQPsvx738hm?K)M9J`MC0pwcjzmJ@&8l z!{u7U{mgsLc^&6*`sF78WzPh&bd`-?(HR(c6?Css^`lnF`bkKGyS#2xT!Mu`5FIc0JD6xG>cpkgQZ!D6I|o*OY#ipC~DH;_08DLgIt# zo1s_tkg?BHcn zx8Y$@7z+3gQT0Kk5ZwV!rFj~c_P_G}kigRw?*y!i__$lLhZWmwXmsY0$>Vj)Uqbof z_uV*1k{%U&QAsN-WMxJ0)zH4qh zoz_;M2wj-Up`Rl0IFdgMy=)@b4C4*gWb!sna*2vh_FLe z8qz+F$V8Cc-C6CDC(E!Q)7tUp9GlbsDHm-u_Lw9>Xu2 zJb@u)l2skP(##h-nJ}oNN4C_kTQzzs}Zm*6?3A4MXSk zpScoKas^EN68VzfLlUPQP*!zUxc8e)9$bVdo0`&qymib!+vL%pp&>*+?v(#Hx6DIr z^7Gw2VSgOw{SJUlKIs71H5v%lGv{I?uiCKd|v~bbLWCZiUpRVI5aHj35TAUFsAK4M+WuGyt4g zLSmwXToO~x>gwtbn}=3o|NXb~*LUxS239$P5 zTiy;|fyu&iSy^Ojp!W9t<&sB$=Ve&?5EqAuqIpE41^=(np^j%^J%2nq|LtPvw?|nH z$OxxcY+J7-@0JmTvM(;&0NfdT9VyFj6u=*!ltg#N_5pBDECM7SWy4PTbdf|{(G@_*qx>Bt5u`lN zzEd!f4mW-HAl)cl_TokRc2OWAcX9oRaEEN~PRd(h$NMKmT^YP8vacdP%zT;@r(-DH zs&DhItKO>XsedP%nIho%Nn)W@SyHqu_0C*^roE2uO#>q}E0u%8QnJ&lIm?nt7X_r@ zEnm{p4ED5F)iP>6SLoI+j;t1PBaXSo3k%NbVrzZGl$F1c&2aW17I&OH;pCd$o`xBI zQN1npA?eGDd@eN{RfTaI%QEgM2H(6m4IjIxP^F<%S&Z0krxxnwew1x{wlFH6pL5>2 z3F4Q0iI9hOq4o~X&VsqWyMNwd!O9o1li8Ksrn3_t*M6H1F%$`DX>x$}UALl4O1ypT z34^I&Vexpyn@pZ9Pw43N?!~jW_^qXL4{!H}4r$9ZEA^hb?&}cpI8gWX^@Zi8rlq}W zYfFc+N>@M+(f)Yxs6L~X?)e>xO@6PU3#PaFwmol^4MxUn>!L%721^}{Q}(fq*XTxp zR6|8B+^)WL;w@B=4SkIR6(1#SV|_pf)&D6y2L3FYgc4nlaeME_H~7*)fcc{NBh`Wh zr_tmsPy(exeJDA!xNPLVhjt!N&eWI=i|Z8obcu=q3Fz|!sD#bjk$%e(+n1xIpFtyU zJs^J3nSg-6W1NDB?mzN7J9BhADYQ=YjSt|9yABkb*xSCTc;n}5 zRDRM3ZHc3=1s4!^^rpFLc~>FV7t`?6FeBhQ_GLKry*u{}V4~hNSLx@t7=x=>9`iZl zSkXIZ-qgX0U3c!_H+#sPCHYN|K0HY9U&2Hy1*KNX*zTafTDTYKw0uNR^NEThV+ z#NxwkZTy5!&C#JXT_<0R-)w(dlm0K`!Oe%RFxHIJjpmXiZ0S zs*by{|A9dKhSw#VFXR!Mc<+R|WLTt(Y@T8APaW#K%Bh(IUd$RD-K~L(p#3$8ZRhae zZiZktgs=lPAgei}&QDBiXI#CAfW996?ZmPLI+ivBuD;iffmDN7H)T>J%CtSmn*hJO zx3>T=FH%D+-&SZw$9Fq>S+#WSeTR*Cz38#a>;b?FiD5d$bovisRqH1JT#i}vx!&{B z8X)o5zQgiJNS~J@!kZfiH?D9`pYV88M8V;M`s(L0X6MsXgNaCS z86H94Rp*dflBzc!PZtUa9aEmi-RIY)tZB<_VsuJ^Gc`RK%Je?@(pybw0kNd(VL{Fq z?shjeh9kN3q1n6n&eO-aqO-#{zMrbhTG_d_9QS0%%yp1T22xzx+##z*LSUM=wJvW- zFSNp;p3A|fqSh9bTC(%*HlM`Rdgb>#%!tJAd6U{5fQr1t$%{^BH--%Y| zhPXb!jk4DTJy%kVEoMtnW`rguH~R{{Pp)n!R@cU^O>vd-uF|@6(`G<+<*JkGT&^^& z=*iU^jdgqlBDx;4{YtJYP;s7^D@$dJn0KS!03$`!=~{b*XyjGexAgINK>qIO75{*5 zIEX#<-Pk9%u^fD<4ulHKn#iEH?8eiHjGC5)cz0;aS4YcT0QfJ)GAYd9)0RFmJDkBa zFKnOPoe%cC*`40cK7=afv+m{<0|^I1E{PkDUhj{c8*=fAEX`2H@xj0{`PSan+xmW@VVRQbVj z@sFZVLf*RpJ#BC+s{6>V0LsPB-vTIBf}2pIy!&3>8$sD6uj45046wc8PD)594x(iG zW?(Nfgn*}$z5guP-YlBjze@lr)afyOJ3o-S7>G8z;AW0>2fB5TCXymszt;>yjq;i9 zuYpls8-#3hoWL#V(h8|?2nbe$EqWa*cz|q0kgVC^c>{@Ag)fMpz=xsDywB}ptZXy- z=8&~ck`3wd03nosc%~|_(0jP-n7GTzp{;+m@?5~;%^i(>Xs`T2H^Za6^!=k?2tADm z1)f$Suc^r1=OV{)z5U}|Xv!o7RsALLP_!IbaVFIp)=-GW=hx5WW!tn^U`G^2oXk{V zrbudM$PzQ<2{uu)ufY1HuBv4JPR8=qtgqZ;rG?*;p*p@d27T(WKRXM)JnEFQ+DQ%- zMtx8IZNev-;88E%P)n4P1@@BQ5SjPDwe|5>zxzjo{?C9a^A4XI4-pdt7!7E=gd+3B zY_NJBXi2yq4GMmN2hRf%iZnuyM~6Os;X$$R&4zRRz^3%Dg7PGGxG+oyql$+ z8}`yWV1C)Ndl1Urq(5qOcI%PX>E!vHU(k7aQ2uV9-puE~?DYKnVtVKp(fZk(P!#`| z5SS<(%1d6VEGOB6{*$M62E%UmaPz4BW#)W;WQj6%UXIungX347Q6Dm!k5uZ5pQi3+ zbBvX>9=(OAGQF^m8K1|c7}L=}Ge4#Be`bCl;!NrkSpL8_f8b3O!5doNZ zkDS4KPB1V`EG&xXM+O-v5xQpOCMjhN>SwZj9ynJt`TN8a$WjD|a-3Q`1u>}lW3};R z&}~uMM;0{=Z7D|NN2OmI@c81wCxaaQ1!c3E{~_4HpZ*5p86R6oP76XU$ZkZ?ax&Op z<*o8QH;JTznUM8t{T5vq`T@zZto*+RHwtF|kHL*STiS43+!xil7f0X79*6G7XJ;y{z$o5JG?=YsZDgkm( z$@~&x!I~L(vA(e}zS0xYcg-eoITE9RDOb3d%(K2_iM>! zydvr&z5JMDTX+XI5(a^BqZH@KGAVH#g+7aLxgB}?!3?;9Xe}iZ6KaKaZw!e6TIF)l zSysO0tg|xrX#N+20enh7$F|4wLbPxZ|7{`u_h>!v)4hR`SCRWyV7L+7ie5eh%yuUL zw+Zii1z~arck1Ho(i#x{5Q7jd+|LwtM6m4laNDaswE;f{#@)~3u?VV;WkqzXAFORZ z0z5KO-B`$7BaGQdpos=#2kaexPr9ZIhXxbpeU+XN@bivnW9|Iuz&NZ0p`SpWWehWc zEF-*7K%VuN_^f|>lq{-5VEfIy;ODQBUdt|qKIX>x)v97Nt4Hmg=NjrypigwLpALSo z1g4iC8k5CEx6xZ=XQ-67TZ-|QO5Q`I1pVtG&s)~G{vuag@iI{aO@bm<)K%ep54(@j zvUL)wWvecTu&^^&X^r7kMU|efH$$1UBf{UwkLQ$2|4KImF5qM{bEf6u9I0CmVgx^R zPQqM$t!h%Y;G8q{tSE9Am%8j~NQ?L8@KHVf7mCu0+bW|e2IZ*F_ho+%H=i$=T+9qr z$?JK@wAmIaX2|M$9R@!uU8&;Qo7xFPE-=lUv+d0IF`8)f&6~QC&GG56Pa}w~ka1r7 zOs=k#UL)vyT(;P_vAXZcxRJJf2a-Vq3-#{4(2#*@WT&to7p3HWrTWdd{*$Dj?|_Ud z=QX)sy9F_W4)jU>AsVrsJs!PvaMK@H=O9%`quz2buSa5#Ee-b z@BUlXzTU=H$mRu2WK_bif#R-Pl3_!1c}pf&w+l}8z!DKNhBfV)JveH1}|O!RMdOLw5%WCGCM2o-iD4~|HgCVqZ@DdZ^AJ6ms+ zywiZ0^r~BCH8+o*bF`YQLdZS*EFsC`RloC1&AXR1Mh~*9V>4%Wwr)q)`Y19fD2JkD z9OE-|l45vd?eV?{Pf2ys#?+8wj7K-6SgVK@E?DXfPUDuk&$1Ja&B~&{MQQ@%T3arR}>)aD$xi%~=RK`f=~ zrs-xZ(35r+5L%K5KAmwOI3UTx*=x6Jvgg{gA^+V}@VDg=NeX)Al618`S|5a} z3sp8p&q#(wONMoSh9Uv}T>;iv;Rd-6#Ik6fN{geR7(lc}bP_NSJ`;IVE`Ww7in z#1}g4i8{`dIe(3QCws+ta~*yX9R5o}F9#&_7|PFNx12L4G^yULZb^>!hDx_?RDF{? znEiw52RTbX_1CtRCTwzdOHfer3Q7`-9Wp+LXUwxcKfA1S9xTu-n%X47ZO*9fu6;ng z+AF?`GNLgT;hMl9Vgk;J0ihdZZ&J=KejCiByObJoZZk=p3ea9xY>`olFnBl zMIe<}e&(y>0nfXTb&hB4k76B4j1q>02eQPSpvEGiL|X!!aw24-1bsiADQ(_&_sFCY zx(dJ!+K{~8J6PRTSIBUDxeK0=ksXBH_ZO8g?jUanC;II3&KI{)c8i47M;>nbJ+Rlh zS+nKXQeVHP>6wu3Ip03C^|_`9Sw-`1O^{Xko^v=OC^OD>ILWz*=;W|T_sD(y!82qL zlg`+~e~SJ6^$yK$r!dG!nOKZLcJN%e-RVLk!$#4nVzK)M0{noosh;KlJ*Fa|0oNFh z;~pYdy%?oj%ik5@&O9F_1r`Ox?k8h+l1f zT4+qxy{fM(LBW|Y%d9COKIDgW z;^sOQ6!qaSI=itce6`MbeH*uNz3Y?X#o?v})zN<*e{~6Z)aV3YGxo=>BO0JpO4bw5 z(dDIL)F*gA)0cL-DkRzj`a^Z}d1GX?H=mpBGcz|o9N2gYn^=gKVjg3{6n5rsixa1&}d=%jnseWx9!P80ApfON?aJOU&`3s%3gSKsoRFUHW(+3inA{%S$qEkMH7XLHW%&T6HMYW#7Kh zmN1xCKf=YaIzR**`-_A^70*jE);BfvJ~R^P5mx+CA4F3aijLB!c&r5)df#h}wyej= zZGkq$>5^skpFp~_tCivC?%xLwUMU{%Fy##XUL8>c9FpaP`|5JCvXhPkRkL~mjA2JS z#ZoG4SAuaKE9T<9wFj=&my+FPOZt*SPKg83o*VU&hbM`*D;GXofknNX3DNkqvbkJk z+1miswLLwr&}`I8CvLs+^s+j+T(iDAKjEM0d9O?S%&!S^d*_pSORSsioK^m#b$`!& zs07O74&3M=-4z5-oT|H&=78VD+n+Z_OYbbH3r;Z&W9mgk0HA+jjLn|J7;E#oK!RWM zk~{N%ZZ8_5g?H5t8WvZdSnF5noef?<9R=zr`DwV;u%SZ03P0IcxzL{a%o^CaRIrup!TI`ddrV3My( z`cQY-O_QF}G#S(@#is??iBFe*qgWL$m_)*qy>W>^sjvOBq>?HBi&`sA5fu1N#m_Kt zWmMHy-$J)N%Wtj@qs*mzT=8{i%?UDWHh$X#SbKgvH|Py_gA8zfe||PjqZoVq~s+VG7@w;)WIX z9a9um(s8=Y~2@%~6v5TPq!mgziSU5VU>4}7?_Jdre_t}g3J7^)PBp-2g)BOnCiw_96ArC3s93(Vs1DqLO zHkWCl5q=pY?QAaY+b}rqh4=89;0}+D%>PAR^Up-ckD9(-_lmOo z_M=E;s)n8c9f>pXbgep%GRfNG7P%0O!%%5LQ@V_y-u3SfG0J!+96C)1qZ@2oP<)XF z&Z=2sD2eI)aiEmz=%-CkR`x@SnQ9EtHuFvrr|!y&L#rdjYq8E1G@n_j>$W&iFntp1 zxV^ICB!%HPpb9}jO@Hg%X%+Ewf~>5qv(EW~>eYQE+f&=!16SX9GEGy$ZQEI^jRSK~ zcrt4qQUy{0BL@qix8Us}doPmTw{7pPhDD#GJ`JZ1*P|dp$n_MzYiVh3WNGVASJ5@!Fz>R|e3uf0<(nq(i>L(i zx^J|)+NYNT+GUSE?k~MD%KMI6!}5F{cXf>k$bzKq1iU7BW`DRZJ?46DYwC{zTZ2W- z!j@P#qRrAhWm>dVnrw@=BJ8D(x1S%x(nBw3{N!sKdxGG&G}{n{ifY1UJ@Wr%l54QY z>l10t73s7c_@|OJRYhl_;Tc~joJOgo9hfVWTsiUdxhfWpuGPLfdqu;^`BcTrW0t`-!5&j8B52w@;1^2Hx)b$FYjyI8I(UfK;y?+8QO(9uLF_I7Ns8H5puI# z`^?~4)CsvA`%F%6mR1q)m$&)Wdo-M$^UWd~J?O_phad*`_Vw|cto^|NPn7u(fQP^4 z5YWbQ6fX3=i4U-7KLLwpo&qj(K?Mgk<(nIUjzn^N_gl9)fCzW+cQX+5S3{NUWVb&; z;PGbg^E@%BF0NbK@pp$&nckD#Ii@3+2yMFhIg;vUl3m`y?FjHDdpvA^%X>;JI}(MO zkYGtyK(<5x5mg;iPX3%7VN-B5%TV%;TLEKI{*a{QfeQYt*TwaniuxhO!Z&c!KSJ4& zo$Xi066wt0Nc~S(&!6kAHSsUFmkWQopyTe=Glv=XD|GyX+wjbKR@~j)Wg=)^nK>;8 z0aO096g_nUpnMT#o*Ibw)ATPDhbvX@*7PVpXS!bgO>PQ{S6?p&Pxj7{g5{lOS}JvL(QPAW+m!;0Qr;6)_tB}=F>83OQ<4wGLkVG|#Yy9n*_K=ZHE+uh z2j73gd?Rt!p6RcYSgW~zFEesx6pblSscA*R)G$^Mn98Uyced7*;8dqisszd_q#&l4 zrX8H4>34}|FSE`9;!ZsuYzQ0i(I8`LY*M=v|(%*`Ta`Y@s0ix9gPD7^EJL5pfgGV^EG<2=YU{)ve z*4-Cj6hQwv(u_lt6tHL%3s}ZPlHDzs_ce!GlOvW?}`E)T= zek-wir4}h{|2t%^FMfqF~ zu2sqsgupBrcuW*OuGco%fby;9_*V6TUrfI@USHD_Vua+h*t2bs)|W5 zl>VHU|1S{jgZ$qKS-b7m60WKeD?eRgG@z}$v0+ac#ON>gmnd)_dG-zj}8oGLC>yOltg)!z4G>8g8kw>Sd7w(c-`C} z`aVkyV|%NbB*(*CosHXPneUtwSC1W$F0L=%Sc#on)rQufG3b@qwJrGheCJMMKd`gXe~KcK&!%Xd!#yL=#3O5SHmCpYR`6c^cX~{Va!wbx(LqxLq-!xGL9|RlRC}tI}yyV0tLn7gy~3@Cb1%rSlMHDm6WH zj`X90PY*-SJaXg(Yp`3$d*>NlDQM{!fC(b=gP9IwA4ZjyM-E(EuC;o;MDQ)G7drYt z_0)b<-2M{un{U^rDV2JB*cDaC0>vK6phgdfM}0v%!b1E96QX~4?uCn~J|%7Lh>>_s zzxlVrm^liPcw?}n9g!#=%y$zImE$ZR$KCO=?ixyfrASXXd^nO8{|iM;R(YW&OoYdW zSsj_Auj%FY_uehZb+Bd#z=AX#N zbs(F%tuEG2(pYvLae8OE_t&HJWe4^l|MfZihuu9oJoGmL|7lJ&(T=LgbQo7vp`k?@ zNH?C0d~|!g9c5hq*EM7I2>JW9>gB~D;k7#`K*|*fCYY!;J!4a(mRCXW^kwk>^JPa7 zbgz~6VQgC0w`j3-$tps?ji6)0Q^v0qziXqVcXlk;L-YTO7p=PC%=|?`i%9ro35f(} zF}{TV>n00owR%YL-tqLc!K(a!04U3_;I+B|iyv+F+h0K z;mr;#`er$y`mm{jqOJ8&rOD$n{7}FJ?f0%~UJzL*Auu|~$)(6M` z4vm@*0X^6h?MMoTRM1SNz7hfgf@Patwv`t#DySFZ?duO;CwVzKaa+UQUgq;=nDD$a zVb=JqmXfoCax0w?P0>r`yTMv@d35^OI~;Xv4_dUo!n3@$j|3*Ih%9A`b2G61phkg@ z{x@oLsa34!vKJc`9G-GO?mRO*JY4#^jZ+=zr5U_D`KQc&4qAf;TGOCw$4^B?#T;NI zBA;^v)IZ*I3M}mXuwm>+{Kb?CG3&NGHIEtuMDQPA+;9=^XnidC<{2&Zgiy0G%93(ZIP@bC~i+JCbrt{3ADj!57iZ=sZi zR=s87fK_0IA*fsfb;0Y|{h;Y}O_g#Q+7bta9VMjZd@WH?QK4Ne9!G<8@AC6|b8LJw z{{%?;{sc(xfB1KRwCVpnKuRTX&HRSIoA;$s_ATDLbXdlB>USj*Yfc6Wl)Uw>-i$Zl zzwxCFQR$~d;o;d)fZOZSmZ7=;5uTm6DQD5fp}CsSOl91lMsb@@Sjz9B!{I zeM#9(kT$-3Q*n0YM2HVP{R1Z@UvW}<_7(m}$fD__>-+athj-opH6vBu|6GI?h0iAX zF^k+$K>^izsUzd;VCeu_H6YAqJZ4=J*W$E4pQ4!M^7DY@GpzH|z)pe;Xoum#cMJ>+ zClK$w0=%))=Rgvk-<9*vjsH;211WtP10!RP5h=?TH;0@5{y7%T{w19krszKX1T3{; zKYYq<*x3nz447iefHlbN+~C(OHzL;$_|37nPzy;{qP^O^=* z-bPILeSlv~aM*0;-Oa&M&xX8H%2*2VPU;6%d(~?v)+-hzn$j8}j0|el*YtcAbWS7a zo8$&lT+ft2+|PrSZd}Y*YJ9l$e8LkUWb$V-a-n-S#|+lL#7+! z0hX(+4{V$Z>e)3HNdA8LbSYx2g)pkN*k`N)XNjWseGN>+G}{{8vWoEJAaTpu7YW(arWE+jc(o;U1Qf|ivRb&W2LzMneR zZVAWyPB8HBiuB*9G9A^RF93lF>}zoTMw$~2g>De}c-CKV_rch1)i7;Esm^hyA#9;{t8B z-Ci9Jre;DIw$?8}mGC zlHx7oKLFYG?|%Za>@RfHR2h#<7?LV%2%g6DJINFg;aF*DQR1=_(?2elIVZ^;DcUnh z?ihk!CE*Dy)*pD}wE2nRbtt4|h&~nsD4u?g%Zf0WpSwy`krGWRMY+KScE+6KTcI3< z!NK-A`|5V)zrm`7a=l0KSGiyE_2T<5@=N+>k>3QBL5bR1-o8G=MA5c@-t)K8)g+#n z6GKCbIQITm?4`chC#xR67V{stFuqYQp{=im0;)TRafqS2F~KN!anmYDxTSNg@}QO| z@@8ju*J3b^#t;ti&1TOxjd$SzKPV2;2;ae9xJomyz)S!7NBa(pQ^=oiDO*$00{mW~(mPq>(+v@#j=J2H<>fgU!-9FJ`a+e>wCS=7 zA+5R`S{tZR>EVKQGWZ7$+7z*%>>l!Bhqk=0ua&-W%%aYAk89<*u1;P@#p@x?#sKx; z-4BUh16Pmdz2{|Nny4fB3OlI{DfGRaQ$COqZRTE_@RvOPYNgIkZO?FpDCU3B_6$4u zdu~gOWy#{^{&~NL@dVbpj$Q?=Nb7j{Lu*ye~@hJf63houcC#{`BJwpl})B@IOH`KpTbu zr7HnX;fK*QjC$$5oHNc2a4d$BY@sbqQ1|Eb>(~3v-n0w*(v5|HYkj4s3!`5~Z0?dF ztL9R^Q%iEiK+trfevrIyYuxr)_KVETZRTCcMd_B+= z^t5!@p7imZQVw<~y<25bK|$Ev?FBP7Hn!WAm0;KWgMP2Ko5Hv4ou?MpO}VEgp4zRK-> z}Tpo`y5r_SY~oKV*Eh*k7js`LcaSAF>2KN{L(A?48;9;YA<0BPHs*+yF>u(>bX%<^4)i(T`C zR!1rlf2GzZ4*|uve}L3eeklq$0vVKFmay?Kt?11PxV_4s%Z+U_@U)&dNl{(Uh($l| z`c{5&^;&`b>k)pDf{PqauENe`ygFg5l5Du-H%A6_LPLv1RjhPeG!Gti@1v_s7AJbX z8l@Q;fkwRggSBWWlcq38$c$I;ZYrWP&>jI<@KfbOfamcNm1>YFCyQ$t0R5 z6H|-EGoh@qv?ws5QF+RSi`4$>c7me=YYEHeP)(evgoN0_&B~d158(7ya_+O4AjDjq zEqp$@C8(yVClTx@5Y|{Ob&{XpQoglZv!~WPGFzUn=biwswj^bqG<2=lZ8yx^h>kmg z$D%`zODfDA=Ku<4!xxVFgJqbw6|w{u)-u9>f^mKG2bA3M7e82fT9t=_@$|kF>!lPr zs97Amc$qFXcxak+>=ezY9SK~%>xGuUENww{S z4Y~Ep`1%P#1+eg8@;moYaO}EHPChGPmBmT3MUz$0u;67>5`74=zD&MEJ`S(*!ugM@W=ODfDI^sd{36++nwTKvhs-C9Yn1n1m!E&(?@> zV9382$s!=42=~~c|Qw%0a!aoi6>^b1`cUGV9 zWS{5iEwSx|Rio_P0K|B*SUF%h>?NG^3zZ*UJ?+p;U*yD_k{c1$4}T-2eg#*5w`6A{ zkT3Imo`fYN9#Me*4{g2RWj;9r!Q46MFAgP1|H2$GX!L!#kDAy;Qt-qitGGxDdlzQK6l5zyA#S5L|;3~rO&YPEX7KKHtMYk}}G<~XuOzvpt~)Fw{dr__m;r;>!^U0LqeIhU=k z8o2IpuTFxD{VQf4?J_uAB({$9C6c!lCs(Y!O!?zyUGd8p)ltgNnOwWc z!^5J+b+|NC!z9B?%8PS@rXMFv^F*v_(^!ZzjScBM4hvEmJQFS9Q4x8kTLT})xH-9I zzCC;Yv68T>z90@`Lh}7M;oIJ<8>N4IL$&zTO{vS9X#W8&^5M@cpjg)*#_IPd z>sAErnqfDI$sySDKaCWYFy&v%7h1kS z?k1QY`@6yZYlpWdRgFA7P}ql0A4bM|l34y!zb=XgMG}n}z(UCAOO*Dkc|eJM(Mt_1 z_NBR__gT_TXh-aA))qefpN9hhO!s`W6Rmo(&rVpYn6^3O&2 z=edlCKUW(|rAr1I5C>O3DC6%c!OS$Ah{LRMyWVRQn6>XGco_=y*#F?`YPz=!_1sR5=7&hKW5oYn>l?XqoWB8=jJ!E+-RA@eNN=yipDa zKSn{OP=_P&2XZssvWg0IU7#KdeW8ARq~YCF5v{mG#$}WKr^r5X+-@mydPe=Qv9y+l zEHmp%dT2+`b&!vVggHm@v2*k}{IdtM7?E;O2ReMFCZs2v^ZJoXN_=}yp$A=)xDDlk zyJ2KM6lussR^Srh6=7Mcf21j`5zjW-5$`{dZCbD(+83VN3N83v$s8+&3hh1jIN4(1 zQAo*re^yKPuVd0$kV6Mn5OE3o3XLl6=rBH}wvNMoqR>J-JvR~JLj>1=x3B!=+O20- zOA`&)(E+uyz9R76wT_r-B_-Xq3ZgokDZ)Mo$}nGywqQ` zsZu>A$xX$aBHhX=sS<5R>;;Au#uOUDjJFgLJqxLC`%5grp_~7 zfH{%@4oXr^BqiPoy6gFZYlH+fr24(*VAIxXFK|o8hC9{M?@=9d2-vHL^LtEi?@I!( z9^|)6dfQoB46dhIRZv8-<-ebRT~E~1voQIJxrd~t*3Y4M75F`m+z(%O$v`L2#~pyF zKy2SkBIy<2+_}z~3mRVL3^qe=3BX75>Lqz6Ufs;-G0f$w87qs_QUF(_K!UsT8LJZRc#)$`7mx>U& z9aOe?9b64>GJAsqtW&CF_tCkKT>TwUWe6&YT@edHC+ob_FTuTxZ_Mf8KN&?IL*o|V z`zN5#(aDOiu9Fxj;rOqUL$MhcxLU6UQuM%y@Z4?mD(e+fo) zz|$c!EZPRAk4o*?I4qrKrLPiD`F`YQ+r+$G7k})cB8n(aEX9C=07iyGP z&Ye2HRlahRd*j+H!#9OPlQ7AU)`Hq8KKDRZEMloSu;o!FneMnl z8bX3n>!s*~^tpaE47q8XaH>pQm#pTh68uLGPP`H2Fw8Jft0v(a0 zn0@38M++dTz2c07ktwb^&Js|$%}O26{*rJ%c8yWyxj6ARdUA4!l)nq`H7-Pj{FVt2 zyWT$VzSpTF6A;1Iz$Rm2_XB}ZrC6-tvnI|2FXJ=R_dA?r!T$VkFgE1qgolUf$?B=` zR~uf5Q@*hCSjXPgEjCZqKt-N35tj}2nDR1Q4KdT4QF`ckx&5O2MoU$YMIE&*6XSt@ zWME>wFnrSJ6TH_7Z^%^w(#>i7Pkd`lmA;~}ZPNFF=ic=4A7pC=?DRN@B%H~jDYGOH$zDl8FKjFJrgaOxm;g_!4 z;&~2p~24Pr}aem!3 z69XJ7wygtp%as#C89;*Tc>@)cGewH7*NXOQlc-<$W?yORF5%-vAGQtMIL!J+S|8zP zlrL=`FC{* z!&-XdlcG5uL>`d5c~W@q67`}|XM0he`T?Z>yfcG$#QlejNZN`hrc@n5TFbg~b zEwN$PkZj}{TB(!1z2Z)?H@nKSWCE@p|7^rK%6ZK|NSNn+My1;_Esq|0d?K8-DeLHv zMYpqDB{!_18!{77M{VK#9-X|y^NoBVx6g@de@$lpR`7%G|1BJhqH@8s^Th*M3ntWNBftuzT zEwM!SsQ(tm-0a?cjr!=8)LBW1ozjK%GDvb-)ik{ryf{$k->P-3+Hq5VIwx7w?-1Xo zKTjNB7%@kXDI7*<7RK#PZu*=s$!TUAcb&cAtfxpF$=2J*)QxACo2P>dAhOZcgFp9>nSLADJ*Ydf~57m^cOxGvrbFmFsVTqC4Qr>+7JU2$Esr#j2oS zX2w{Prz!U_4YFZ}b@8pT?_`EkzVU9{sO;Un)qfg6TuQiRdXuwb+izw6_TOlT-;dd$ z8qkH5#`O_a$J^d6_$A5qj;I%Y|zF@PM~avP@WA299z zA7yVHS9Q96e~$=CsC0>hbZkKB?nXg+D_u%ROLv!aDV@^Y9fFj!fOLs;ckTV$+nF;n z-xI%co_~FTBKs5fwXU_^E4=FKAmzOZ^=vu!=k+h{gP`OkALGn~-hF14k)6?WGNa*J!YOAliyykt!lUPXmCojyJ%J-?1|e zEcWyS`7F)H%B2zz{>#GfH}5Z}(G1(s8c#)^d7bpW2uV3D&=F2v`S@a;oaK7wR57=e z(0Sn+@w9xDQ%HfO--KPRdIg@ABqx>V{pBt|gmu`{D7%cPJ!mq!S#pDE&XLFQM2hL% zk`$U$>*E`k!MS3e^^!%xD|+C4&+m*W6(3;#b5!UhdB^{xB-1~;eZLnL7#L0I^1cr^Z*fm+%x9Inddl6?=H#U=YJo3;owGoSc=45OTZO# z`fhidR`+WXcd1fn_6&|860PCk;bCWX(NnS|1gM!FI$nXZ!F4yL^1HBS9kFkO&`pqgF)&7wy86;E=hT_A+If;!wTZx|c@DvnOvA(g1uz zp~!Woda{YdDXCv_(>eSn*{$eDd!|dd<}Q4K9ABS9ld6qL-0SR^~G_bM+O_J-it z!y6_6+s@o-+_iCI6taUu>iU%@A@a5{)r_HB$|o5XYz&zZC)M_NxPEYCfIWt-!CEA3YnWgS&7m5$=DP3(?M;D{;>qMlU0wut7n2&VT4H6;1zx3 zSqkaRi`H)|wXHYIOZAV?LAf2y%@U^PaN!rq6_EERNbC0+J6$FXEcY8Rwt>TLB&#W0 zop77>4%)8{%Dc&MF>atgI3qB(H%s|apKj9Z`Ia7_UD5|Zhq+@7YMTrA{LBS#8E-!O zw|0)}!rxuGMx7KsvSB{9f`qu>j>E``EN0LXq{(J#_WjB4l;$Re^i&*nY-H6!{=+!THrsE<$~C6y2;BzJ!s`1&Nn+{KDV= z6#L(DEyTyMfSbJvkv z3ip}~24-3;(GMHlEH4?#-adA0eduV>_wLauH4g206WT16fzLfkIv6%WBstN}$f%L< z-jaQ);6cJ1pzU_h#TGi0mCSQ8{yGi+15OS<^)@ulk~|WH_OkKa2BmGkz^6=u3Zj_a zbDk6#&Pn3UBfFzUtRl^itJ{O5`Hq^7*U=q!5`0OORn|wa#TkUS;)NDkVqTY6Sr_V+ zP|dDwywqmkW!7|4o@qdPxioRh67?zZ0~?w~Sy@y^a?ZHrWo=4}nV~&OMoJV*RDCoI z9NeV5t@XZb(Q+G>D0O%1P%^7~ow-IY+>}WUg6->NWxpKD+)sFG7ZW~xy!TC}tB$J| zZ=u9K%Sj^p{yPK!-=+2uHe_aM-!;mVr(wEwToJdCi`Hc`_%V80-!M&rmciE1oZ|vY zk$=jW62%^WBf6Zy0bstZErp}5mf!XOGO*r1?~}ivz|JzoM=~O{vCkd9j!rs8IfZkL3uNbv-CW+b=&{} zbb}JEA8X(1gXg?daussy26?5oUvMdYb5TLUT>y>T%^$LFe#9vHbrDuM1NZZM$oYFX zfCkDUT5&&o`@D<_(MlIuLH+^m()G%46FGq_71xF$MOMC7YR?-v`WbDWKK+*U{Puy7 zqbY-Xb8dUV*pE~}dL_I3--wIrnLE27rB>f%;B)2uk1Vd5uJYvb`xk>Lg?oe}v%lSY z$i5?v%_3Zp=Ha&b5c@%QLV*x}g1emdo#*M{H-qUlDVIv_7WZ?E>ty*|)jf$H#0i!} zrAOsOS6qeEec(AOq!P;KtmfO*3bT+@)wBT>ST|CvDmrC}%F`#gKazzK$3H#Vxp*ND zgkEK(I-McH60ZVSfeWd2eW)`3>la#?p|*7QG7o(|tE#BWq7|z!FtCR`C|!`}ydv4l zQ{0PwUUF}qG6us-?%O_DI`d7Lkzji41>hlBan}bSA-4MBM-VKH`*hGQERI@ioJ}cFrM*B2H8nn%jo- zh(NyF=@?W6kramKSyP9-QS}yu-{XWa-mph5gqqEOR0@wxCUlXU>n+g@0E>hbyx4(z zuUoC1A)$y1BGv-l$B35|-OU)7Q(0hPe8CZ@SPJ`Z@8}~bX-lTVltqAsJz3mMCY!aCuN+g=M0^^d`oj6UhWcth?Y z!z48<+Atd1u+*B%-CR<)jGloJBvX+b6tu|t)l=`$ZKfAMP;2=x)YeGq^a^b{;JJyl zcn~iJ7N<8_pSai5<;etG_KD^Cw|rc0uYch2r3z)s*w9CDWhCny^K@UWp$GJLx42)S zW2Buo`yyk?FN{vtIzs|ZefE(t^yt#uDy+4k1vhuQ>j3jU;BIP z+wQUfGn>sjWnoC}XC%53_n#mC1mpvATfZ`S<2gpxTMvCLQ~}XLA5Ga=rsMmv24Zlw zdCjD8E>o^LI*BB&(w9gZ@ShDugDJ;%3tj#byvt+|QFcLJ-&n>{{dS5igPGRmY405z z0*9AQ&zD1k&q&xxz3gIG= zm7wPU3x;whUs=erb8kQYCj_ZvZu{+0C(~h(jZ;bqc!oqahmTlfvPH<(?|BOiy8?lg znoe}!yvLSj5ZGd|W}hqt_3}Iu>63kBDAcHrH33jDtyr|ekB6m~1B12d91mZo>ek#} zb=!D3C4{Hun~BRG+*-A)RxVsYD{6l2I#esK%u(nhr55;9K+{AlfQs zWX@F{I8;-XdgvXAf}>F_H9rmic=giit7en6uatwGCX&qCBt{u%Aop%o#f|jr)I+j_ zF9u5FHCIBmhb=KfuNsG@famtLMQq}a}K%CJn=|#HOijX zlogV&IOpexO~AGU3WZ%jAgr=TU3gjW{Q(jIg?=#Z1gA|nN_XRKgZ$8&d*8i^CZ!CRv*CHjjFo??xN+y9WnZ?8qu=Ow@q2DE>F`Gk3UDCZ z5@j_9h>v(S>3o$(vJNm8LiM;!5hTuf%_8zJu;)!J&q#|%=3N`I4=b&Luo$ZM&rMs3 zKD1AN=dvI}+2gy8=)A@dqSz%`1#U1xLn^Jm$ofeCm#h!=h^0y=PInB7?vjdp7bC7B zksyWQ`RdFguj;L0NYH5A{{C=}zmGScTteI#^GP>SiWhEK+z>~lg2MqfVj1ZApq(9e z@~%)_t<#WiIxF+nivlW~F}ElywaeD)ot~_e8omuohs{-i|6p#l6Qz)%`pz-7ID87!xnNUZi|2vd z&8#U!<(A$7e=`nYz&9T>1+-3kjsd(ICWCp1b*ax zVd`CtA!7I?R)LD6|2gSNUSb6$;~bl=FeV39;mbjvsiKAugEY0S93v%{+A+!0#6xk_ zh6|>&3-OOc3CW@xbKNdlnNH)bWNR%72BWwPTnyf37$m}DD-~l5Yd>_5Db+_bEV(Id z632_CGrt%yA8|@FPwy3;E-KmKq>+nLeB0yKy0iOSM0vWwo=LWr;<^3p>uN$44ZQ>G zl{-+HHp(9$%I`Oh2VuL62Er8@B^Lx)FGHH;-6f+T_rQkJ7t0$qa)P=gKJ-v8sF7cF zzDbk}$q-LFbL=_)MjFh6RbkqM<+gbRbiMge*BKZ{lVvD@*peg1GzYpen^)nkL z;{^MBLnA}K{-!JhIl73|`yb$akR;QciW_@n;HiG6SM(NmF%BBDG^_&}`@`&H^OE{6 zR#D(=nqmnos!^DG%DDttH##zp#apCG?v%@{dU8Uvy!C$Uon@v6NUKA;#BN%86v$BU z6v`MLsAr3$*J=WtVSfhsW4|RaN?fN~sM!sLeg^5f^m9(K+umx?W!YCkaSqbv^DoZe zFV1RBx>8QUJ&?Bt$E7{x>rwvYy2C<8=vL^eq~E5J;j`NI<7#q2dXDzgvQ=B;vd}y7 z2_;l?Dh{<7F7`S8n!W}!1w(bh%DK3MI43NyMIFZJhXSF{hKk4N*{|1B7TB#0^W3}W zB3^W1!_{+e*c#1uZyz03aISU<6{~L$`#zHSx=~oqCZO}}RmG}#0kiq54hgw6B{F8n zO!@H2>_#v?cE72%Ryg*4pclaJv;M;Gi|G9gzmKABXcYVNz}k9GoadlvE!7o~7tg!} zgche4kP~FWu>DB_h3n4?d(ZJ3*dN~OzUn+)2WJV%G(|+2wOgkTGFeLFRy; zqDm-}phn({EbOwxL_ZWsAIT;&Gp&ouKR%fy@x|iWc}lm$n0+UnI!E?dC%OKnGE1U+ zj;8IBRM*x1B=G&(;WPX+k5>a-yhV58;^NS1y=Fb#49(-v<*D z{HJh-caIoI!9>{$C#G;&8&DZW&r1=2?&B4m{tEe_3L&CYLZ7s< z9Ff&av^E5zRQ?`?`Ma6w?~92){Z9YB+-}v{x&6^+ujB{og+^IdUSN>r6flqbW>Mpk0 z_Ppbdrn1ub@7J+4IO7!y^;ixH{I-PqN7zmZ^&Zg^FRAxLqQbCqs$yt)rV^ht@Y0LC zqp}7kR%H(lp=O{-tE#Hv&4uaj{PijS{YU)sKkS7KK%}6=0VzmJ@*Smh7rw>|&?h4p zi-4^u1U?`=3|fg4;PkOnS%eEe3Rx?G}sdiIgB1A~wy8>F~44%EG8e^77EeY#)$ z{25+v;RCYF=hER&PJ{gX1EvV@0KPL9v zlZ&%{EhTcxJO0|Edv6B>{_u^0Kozsdt?FUp=9O^%JhejgD$o`%tnFw18u<~$uoQ_j z0U;qjeXrzu)Z?9*1fUp*1BgTV##k;%49~x|nf%kWC=x0G?lk7Znk&m=D~}@*IR%AJ zz;=5zn3qGz+QSYwHI%F}&#anH2tdxP+iL35;1j@lkdv1`da(lB59YR%@#rwJz8Ri& zpD|!DP)y;o&+Ifr{*;*b@DhNJH-KxWMoHYd0u(aEvb3BVC=r)5Th8%yESJ9z4GTMw z?M(cz;18=+WW_WV`rf2QXJ9Y)JcFUxMLDg;B2Uf0r$<9YL)tYWeq?Kldo;7-HkmPd zmB1T^O_^Lr6GdKzUKf~lj`YTA^_FRl)L{kH6_=OAYUFT z4}Ib(SdVBL;cKx#f4iflg5t@4!rMDmZ}%pV&z>>GX*n3A)~E~eN=tJ=+X8~KVX`}0 zuTXHm?wNY6{x`d0v}K7*NU-fR&V*wwCjMfbyeIVhJ*BFz^55P>Zo@I*>xbe!bckC)E3- z6+{y^0MQWN%mDj#bX1fmLTRC}1r4_Hosye`5RU9mpU_Vbb5{_Tv`>k{fyQ_>crYRc zyA&^f*8oK~H-UDG7aYOV`tFUcm^aGSUIm=d_%I8@+|*YqW=iMX4N~Z^xIWX-rHg8)!XRt(D6S47i`+S@KF;cYC%t*A?Rt z^Rz6*iUN?)C;W5<^n*M@r1<6pMIuY^Sjq9^ml{$TS1G>0@` z^Mgqyp;w>x=P{qZLb7#k9l^18wy9qcF72!&)0%*+>+N^;%#5n%a=q&^pK0OGXP!h- z%8Amw$6e75jvX`fqrt|I=m$)}F>tn)=AN|{hjKg8bA(m0{rghZza9ZtT!_OJS6X0POhi#tJjzILAdN}51NCGBH0)>7%(gXsqEqrqv zBZDlu^-X2YFF9Z~iez)Hq54HhQ$s-NtMX~(k(9*M!i349+_clZ+>Q{rC_2T;clN6` z&8F6kZyTOfeln&uc>MY2^5^59Uk0jvcqP64rmY#Qg;xXX$gQC<+ zpb| zP&$+BC%}()%X}kn3^9_331d}NG-4i2tALs4EbJCB(puG=AYo$l>fuOH%8$)ig7zIX-xq3J{28O?R zQWy!hOEH?Ibih4gF_1T@(*Jx1Octe0KkcIzvpw{tN_B<%KwuXH-bb!4j{K9zoZZzx zTWTZFSi7qq15^wXXoitx4JkX&Qsg06AIpuXOXE42ocwC+>pXw);iO{z;Zt zM}v-!1VelyixUCM|9wSmQL@gfS{f zT=>z7CKZfvh&&EvdgdGs#{=2&#H$sa11+6uGkj)fnaFGe=&%oZx&;`aul=;Ig}t`= z!5P%4b0v|2y;x^XBwC|u0h%G_8n)`@zt>z_&TrDRuvl>YDQT8E4|vTO-m;)CML&Uk zcX}3GmhNes@2VoA)f8%bl`M5N;jvQqQdC}kU{egNizMBJn_<$7{B`oBBuhI1c7jXL z-z>i@En~wcX%$nSS+!hz;>Ae&my_*3BN2uT5LY_h+$Q3b~#{`m>=9Ry*io zByXP!hy^7Rx)7nye9=#ZwT@_LY5U$T(}OHS4`Ap7dB85-*zh@QLu~-6d;(1p`n7#I zIu@*W?n-nbq21dRRaTxYd1}=B3-F)f*f8hR<+7+m&4`XSrz}iF!1Y zFO-VOk@LW@$#wSjx;1EM7}KUh1&rb$ z_SSJykl5(VD2x=jxSDjXy?iu<(7VmaOwGP|m7liLrRQX)nosP0pxwb{vio`vJIwg9 zl+gRK!G*8Ri9~J3L06cCKgCvIS909=;Xy%WVl><6@%2ffX0H#*R({F%=Q!eGS~GZk z#B+gWeT8|}C3M);Cqb#Pqb2yHS~V$*wJ#fuzcEEbd&R8z_5s@e-x4=LMHFpvyr6Zb zi@m?D%R{ppu9i-+4Ts( zwz58T5#Tf zsXD{d&nsv!7C>#_9gEM>yR}72lR!F^tIPIh3W_HfnsT?kyC4vQ%Q>>_-Rd>+gGW3R zLD1I*d1)Z~@bAqHf8~8eD#hD)E7PY$u`li;DWPL@Ly6`p-$axN_y=2J#UV=g%B>CF zc7a~{$B>V0_;Z<(p{Oh)Wk+Nf_kcveLrnPM=U|FFp#FmhO=coUi_m^ zy~7}NLKD()jAb49jUM`)V= zpsjlYZUo(RUHE0fK%!5~PTuQg^cx&y`}bJ>S?_&w9%gM%_5@g!IK~tmYUYgfI`6E@ z7~>Dj*N6|*RP@BCX48Rc&+*Hz_=)mjJ)#5Jk7o%lV?b#yD1Dr$yp9VFI3`L+B2rVC z_j>s%g57VkI&r46E_(tmX;Iee-Dt@ynlC*qSAZE)VZH>F5Q}6w5i&Qp-KISKd5?@BsSg=JqmKPZ}FW$itHh_ z+cw_2L$?>suq697SEPw|`;cxsZeHG(0;T(3BQp=(VvP6y5BZ<&c_Lof>OH!h=W=qC zZW92q!SAq*wI_|0AbOa>W*nlx761cQ{HfQC(!VbE^h=n}d`6RQffL`z0?TPn?yFWg zxT9^WDggf}z#8jmvzAJ((6PSdMVHZCa|`{Pp68CwZsu`$sIY za*h#0m>^s9l@DZ#mJjiB?$R?bhenT9cH}&usqMv`WSnmBYq%$vHho5#rQJ%Z7E3VP zVvk|66=8Mp4P|%pKsXnS!a_$jl>ZeeGeG()Hc6TaIOo=c2CBU5>@kQ0Nco5Rp)|h| zAa{DvL)Wmj_rDnMAp?-XowiIug2V-vd%!$vs*{SN{VBWg-rx~wMb6xz=WL$pw zX3Qa@6<(Uqke=Jd>D=FrjANO}cv&qszVhCCx!N_)?M4S%t-Ri=qTAdkB^z08H>I$P z8~Xl9`~ji*jumW^{gdx8MVjCjr@|+x;tCQc7wMPR-2Z_8_t69RzY^%JVB>kX)n#`L z?pT7oBo#%$IPeVQH&mZl5}7vtc9$?V-nj%+S##4GU@G%bK#-juZ3Ld36Z zhgT?is=|CL<9Ggi-5fZGZs5;_Ig>jr-m(cfAnaLl=p4MUFA%=O_!1piZ9aLaDh<8} zHm`Pq*?q3=qu)txqdr6qVjdF_z!J}U*!z^C$VimT<6IvR04(!EA0?XCbv626P zgM(Z4-bbzAi&zg^q1EF@qQXN>Rvc0TWZ8#qt3r!?I4aKRUE(j%iRFa zub~FI7(F2y{)m^dhZCHEUHDMBv9@2|<&{HsVEom}y+;DjdkUS=8x9fBSnoDl>>h3F zYNSw2(Bj!@X^LS~DuPT9je~>J)7R|p9AyL|-pk4qN9m7>p7)}N)P3macu-`@i%)kV z|0|oY3o!N%>R8YH3mYP8NFANlA*?xZX8m&qpZea2#*3|Fve=n3?kcMjjrfGX z6MdO<_$_9pwf|mxmx=o8;W&Um3n3O3v2n&bnPR)k(lJJ4D;@Q389@QS`Uq9}94G)l zslOY_4yuI+;uv3I8+*pD<7QBhfJW=J!McZ}6X?g;%;^IiuR4 z61av2bMc=y&2O8tYvG8Qp_z7ojT7tyhKp$t9P7 z^e%4S`l1y)jZPAF_8nD=7fj)2xzcrG;?ABU1a-p!J>`)+2ZuRe?+cr6)@o3ydc^8) z>lPY1?GDR3RkZWH795HqcNazPu%)`a`~#}f@GG_gbAd}c-xHX*2%`DAEOOvI z-vn9Zvxm9$zGP39EWK|Momqn*HY{hK2tRg1Syc5`s@2`DgDCWuUd?!3cuk*>Nm|&t zs;uD-oyv7~NIeeP=3e$|{jWN_i8m_Gn@?3DWr-EN)}AO#QqW-^dvAd0K;NRSPOMG^ zv}_3IkUms6~R#Gv%1G$suMp(7Z6}_U5*mg1o%_GPB#Hpx=`@ z2s$toCZi-tGceyG?)EyI_<1o7?z-RCd#`lfm5o?DjE$4!#(dY<<>t`E_{z4emL@_9 zUqVzuyIRU}R3L%2YC{fsUC79sp7`0aU+ro6?t-#*SkiB+*}Ub&bCybK{S)KgxEPgn zcWB>qHOwNHOA%92AQ7Bzqso*mMT(@sol>uGasjAz9RFo2^>0LkFyq9ztg+Kq%y^&s zs5;Muy6XF`P%qRZPHsw+xep6kT8(Z%L?urbMKSlX-{G9UU}CQdelrD`obD1R2p|8ssy%d>0< zym|mmWWXKtK!j3Oz8)}(4#QP5?us2{3_QF{mO_&?RaLI?bzru)TC}EVELKsAcz)P0($LUk(#t@h+1~PE45KLNU#V77 z9{uT5e+M3QqrbfBJ*>d1j!8*?DpiJBV=_YNvV?M`U`sc7^txWO+JkBdX@X=M;>SBO zX-NzT0u5GZgzP`rqMy8>CHrv1nQ*k47@Dmzy*ARDIL^e5T?p{W9PaBBBi|+`EV7*& z&$tp^yH;fZy))U@Pfb@>+IZ$+k#84G4UXvvg*k6*!{^;gwb1VRhpo{D;a%foR7M#J zDJsriHB$Y{Igsz7R4nFm!Zr6s5lmHiJ7}y4E(-sDUDY02ep&vkP1k_}Q62ZAY61C<1W8 z1w{aw4Jqd$Gv;d#d)Qr$O&U(8%_UDuTVaX&x&;i#mT(G05kS-S=ezGXN7?v8pY*(1 zitft_oSiH(c?K&ewzVn?4m%PWj7C%fG+A#9O#Y{3=ARoWiczefFb;nxxj8bQql4m? zA%vUb&c>&%4-~<|bB&F2g~VenXS>V_`fB}h+5R}ZA1&j4DS5|0aWe%N?#p^=gJP|E z

        #;30?~0pDKO_`Ykn3`Ktu%j>6gTjv77@4b@YmLNs$WaF23WHFIuuVN;6H|GByS z-SxFqUXH9QCI$3k6 zDyFagG7f)x(STjf?=;|oCu(V;LKyjH3zDagO69Lt@Yg>3`>i}M$7Yn2Qx@2}GXwMr zcAy>W8qjXb1D%j#4X9=v0NKuT69BNmPV7k)5#TgH+)o8uoi!kPPz0s)tuMDmLAMqM z;juB7!(rXr=`Y@Q&YsWKi#bkK6u$5S$?cr+a+_SZ`02+4g9<&LRV0&ATox_toX2sd zR;ZXQZhHOB;81JuAZS$e;9If)H>X|+9eTHo7TBhpQ6V}_wcqdcKc6}L)l00^`*f9e zNCKLcy5jF(_kmQh2sIefmSxobO77ZVZtift?wwwXyitPi<(rRNvz6j=fcW@6`bQH{ z%Q|37vO9Cdkr00aY!a11tW_Y`P2;LRnV zKd~v8Dz{N9bE{0 zdEgy>bR*(;KAflBBHyQX2ABy5eiLwPX;~n6?lfKV`2|%#FOY@seM{i^@Y$5m?E+|n zT54uNIx!e0y|9}|j64tOlb&FH4D>Zzzzwg(P$@#y3rYWBMF!;H;!0A!pGCr8>?cB1 zSHaC1mD+y;y_xw{5*}o}pcx!@8ZWbIs4$VBD1ufOfCAx%63)=dh&~L}jXmGCSoO@EBCVq;t(R9sm~_a`lgm6-p2ua(J6(dUmmODCqKC z@{Ae&Pp|1A10B``0Ynj)J>9nVK!Uh(04|!7Fan4j>04F3PuYX6+S33U#*2;+mb5Y7 zHB8dlcWUkH)58r!vFG0zq`&U@RL0C4sr5wcg1ZEAy#3H_APeC#*Z8xTYPlb@Y|?)o z@yS&r+Z2k**7NURibwF9f_O(^8_i$;{&x$6oc)sQ%cHp{u=5)Gf_Xd$n*Y2P2L-=N*54O+-j=T4ah82dxwI3%9lcW=0hMX-jA= ze97u^cHSrVo$un10hkQF79>=42Otby3KP=oVzP=k6nxefk$c^bA#zis%8+ciGeYX_;$!1E5ft~TNsx$UqzVP2(FaQr@L?m_Z{ez*w ozH~@H@V_tWe_z!9{~2{cloPnxpzf>p1`GTs$f!Okk}`YsUy}kN`v3p{ literal 0 HcmV?d00001 diff --git a/docs/_sources/intermediate/compiled_autograd_tutorial.rst.txt b/docs/_sources/intermediate/compiled_autograd_tutorial.rst.txt index e906026..cbddf58 100644 --- a/docs/_sources/intermediate/compiled_autograd_tutorial.rst.txt +++ b/docs/_sources/intermediate/compiled_autograd_tutorial.rst.txt @@ -1,44 +1,48 @@ -编译的 Autograd:捕获更大的反向图用于 ``torch.compile`` +Compiled Autograd: 为 ``torch.compile`` 捕获更大的后向图 ========================================================================== **作者:** `Simon Fan `_ .. grid:: 2 - .. grid-item-card:: :octicon:`mortar-board;1em;` 你将学到什么 + .. grid-item-card:: :octicon:`mortar-board;1em;` What you will learn :class-card: card-prerequisites - * 编译的 autograd 如何与 ``torch.compile`` 交互 - * 如何使用编译的 autograd API + * How compiled autograd interacts with ``torch.compile`` + * How to use the compiled autograd API + * How to inspect logs using ``TORCH_LOGS`` + * 编译自动微分如何与 ``torch.compile`` 交互 + * 如何使用编译自动微分API * 如何使用 ``TORCH_LOGS`` 检查日志 - .. grid-item-card:: :octicon:`list-unordered;1em;` 前提条件 + .. grid-item-card:: :octicon:`list-unordered;1em;` Prerequisites :class-card: card-prerequisites * PyTorch 2.4 - * 完成 `Introduction to torch.compile `_ - * 阅读 `Get Started with PyTorch 2.x `_ 中的 TorchDynamo 和 AOTAutograd 部分 + * 完成 `torch.compile介绍` `_ + * 阅读 `开始使用PyTorch 2.x `_ 中的TorchDynamo和AOTAutograd部分 -概述 +概览 -------- -编译的 Autograd 是 PyTorch 2.4 中引入的 ``torch.compile`` 扩展,允许捕获更大的反向图。 +编译自动微分是 PyTorch 2.4 中引入的 ``torch.compile`` 扩展,它允许捕获更大的后向图。 -虽然 ``torch.compile`` 确实捕获了反向图,但它是 **部分** 捕获的。AOTAutograd 组件提前捕获反向图,但有一定的限制: +虽然 ``torch.compile`` 确实会捕获后向图,但它是 **部分** 捕获的。AOTAutograd 组件提前捕获后向图,但存在一些限制: -* 前向图中的图中断会导致反向图中的图中断 -* `反向钩子 `_ 未被捕获 +* 前向中的图断裂导致后向中的图断裂 +* `后向钩子 `_ 没有被捕获 -编译的 Autograd 通过直接与 autograd 引擎集成,解决了这些限制,允许它在运行时捕获完整的反向图。具有这些特征的模型应尝试编译的 Autograd,并可能观察到更好的性能。 +编译自动微分通过直接与自动微分引擎集成,允许在运行时捕获完整的后向图。具有以下两个特征的模型应该尝试使用编译自动微分,并可能观察到更好的性能。 -然而,编译的 Autograd 也引入了自身的限制: +然而,编译自动微分也有对应的限制: -* 在反向开始时增加了缓存查找的运行时开销 -* 由于更大的捕获,更容易在 dynamo 中重新编译和图中断 +* 在后向开始时增加了运行时开销,用于缓存查找 +* 在动态中更容易重新编译和图断裂,因为捕获的范围更大 -.. note:: 编译的 Autograd 正在积极开发中,尚不兼容所有现有的 PyTorch 功能。有关特定功能的最新状态,请参阅 `Compiled Autograd Landing Page `_。 +.. 注意:: 编译自动微分正在积极开发中,尚未与所有现有的PyTorch功能兼容。有关特定功能的最新消息,请参阅 `编译自动微分登录页面 `_。 设置 ----- -在本教程中,我们将基于这个简单的神经网络模型进行示例。它接受一个 10 维的输入向量,通过一个线性层处理,并输出另一个 10 维的向量。 +在本教程中,我们将基于这个简单的神经网络模型进行示例。 +它接受一个10维输入向量,通过单个线性层处理它,并输出另一个10维向量。 .. code:: python @@ -54,7 +58,7 @@ 基本用法 ------------ -在调用 ``torch.compile`` API 之前,请确保将 ``torch._dynamo.config.compiled_autograd`` 设置为 ``True``: +在调用 ``torch.compile`` API之前,请确保将 ``torch._dynamo.config.compiled_autograd`` 设置为 ``True``: .. code:: python @@ -67,41 +71,42 @@ loss = model(x).sum() loss.backward() - train(model, x) + train(model, x) -在上面的代码中,我们创建了一个 ``Model`` 类的实例,并使用 ``torch.randn(10)`` 生成一个随机的 10 维张量 ``x``。 -我们定义了训练循环函数 ``train`` 并用 @torch.compile 装饰它以优化其执行。 +在上述代码中,我们创建了 ``Model`` 类的实例,并使用 ``torch.randn(10)`` 生成了一个随机的10维张量 ``x``。 +我们定义了训练循环函数 ``train``,并用 @torch.compile 装饰它以优化其执行。 当调用 ``train(model, x)`` 时: -* 由于此调用被 ``@torch.compile`` 装饰,Python 解释器调用 Dynamo。 -* Dynamo 拦截 Python 字节码,模拟其执行并将操作记录到图中。 -* ``AOTDispatcher`` 禁用钩子并调用 autograd 引擎来计算 ``model.linear.weight`` 和 ``model.linear.bias`` 的梯度,并将操作记录到图中。使用 ``torch.autograd.Function``,AOTDispatcher 重写了 ``train`` 的前向和反向实现。 -* Inductor 生成一个函数,对应于 AOTDispatcher 前向和反向的优化实现。 -* Dynamo 设置优化函数,以便由 Python 解释器接下来评估。 -* Python 解释器执行优化函数,该函数执行 ``loss = model(x).sum()``。 -* Python 解释器执行 ``loss.backward()``,调用 autograd 引擎,由于我们设置了 ``torch._dynamo.config.compiled_autograd = True``,它会路由到编译的 Autograd 引擎。 -* 编译的 Autograd 计算 ``model.linear.weight`` 和 ``model.linear.bias`` 的梯度,并将操作记录到图中,包括它遇到的任何钩子。在此过程中,它将记录 AOTDispatcher 先前重写的反向。然后,编译的 Autograd 生成一个新函数,该函数对应于 ``loss.backward()`` 的完全跟踪实现,并在推理模式下使用 ``torch.compile`` 执行它。 -* 相同的步骤递归应用于编译的 Autograd 图,但这次 AOTDispatcher 不需要对图进行分区。 - -检查编译的 autograd 日志 +* Python解释器调用Dynamo,因为此调用被装饰有 ``@torch.compile``。 +* Dynamo拦截Python字节码,模拟它们的执行并将操作记录到图中。 +* ``AOTDispatcher`` 禁用钩子并调用自动微分引擎为 ``model.linear.weight`` 和 ``model.linear.bias`` 计算梯度,并将操作记录到图中。使用 ``torch.autograd.Function``,AOTDispatcher重写 ``train`` 的前向和后向实现。 +* Inductor生成一个对应于AOTDispatcher前向和后向的优化实现的函数。 +* Dynamo将优化后的函数设置为Python解释器下一次执行。 +* Python解释器执行优化后的函数,执行 ``loss = model(x).sum()``. +* Python解释器执行 ``loss.backward()`` ,调用自动微分引擎,因为我们设置了 ``torch._dynamo.config.compiled_autograd = True``,所以路由到编译自动微分引擎。 +* 编译自动微分计算 ``model.linear.weight`` 和 ``model.linear.bias`` 的梯度,并将操作记录到图中,包括它遇到的任何钩子。在此过程中,它将记录AOTDispatcher之前重写的后向。然后编译自动微分生成一个新的函数,对应于 ``loss.backward()`` 的完全跟踪实现,并在 ``torch.compile`` 的推理模式下执行它。 +* 相同的步骤递归地适用于编译自动微分图,但这一次AOTDispatcher将不需要划分图。 + +检查编译自动微分日志 ------------------------------------- 使用 ``TORCH_LOGS`` 环境变量运行脚本: -* 仅打印编译的 autograd 图,使用 ``TORCH_LOGS="compiled_autograd" python example.py`` -* 打印包含更多张量元数据和重新编译原因的图,以性能为代价,使用 ``TORCH_LOGS="compiled_autograd_verbose" python example.py`` +* 仅打印编译自动微分图,使用 ``TORCH_LOGS="compiled_autograd" python example.py`` +* 以性能为代价打印带有更多张量元数据和重新编译原因的图,使用 ``TORCH_LOGS="compiled_autograd_verbose" python example.py`` -重新运行上面的代码片段,编译的 autograd 图现在应该记录到 ``stderr``。某些图节点的名称将以 ``aot0_`` 为前缀, -这些对应于先前在 AOTAutograd 反向图 0 中提前编译的节点,例如,``aot0_view_2`` 对应于 id=0 的 AOT 反向图中的 ``view_2``。 +重新运行上述代码片段,编译自动微分图现在应该被记录到 ``stderr``。某些图节点的名称将有 ``aot0_`` 的前缀, +这些对应于AOTAutograd后向图0中预先编译的节点,例如, ``aot0_view_2`` 对应于ID为0的AOT后向图中的view_2。 + +下图中,红色框包含了 ``torch.compile`` 在没有编译自动微分的情况下捕获的AOT后向图。 -在下图中,红色框封装了由 ``torch.compile`` 捕获的 AOT 反向图,而没有编译的 Autograd。 .. image:: ../_static/img/compiled_autograd/entire_verbose_log.png -.. note:: This is the graph on which we will call ``torch.compile``, **NOT** the optimized graph. Compiled Autograd essentially generates some unoptimized Python code to represent the entire C++ autograd execution. +.. 注意:: 这是我们将调用 ``torch.compile`` 的图,不是优化后的图。编译自动微分本质上生成一些未优化的Python代码来表示整个C++自动微分执行。 -编译前向和后向传递使用不同的标志 +使用不同的标志编译前向和后向传递 ------------------------------------------------------------- -您可以为两次编译使用不同的编译器配置,例如,即使前向传递中有图断裂,后向传递也可以是完整图。 +你可以为两次编译使用不同的编译器配置,例如,即使前向存在图断裂,后向可能是全图。 .. code:: python @@ -111,7 +116,7 @@ torch._dynamo.config.compiled_autograd = True torch.compile(lambda: loss.backward(), fullgraph=True)() -或者您可以使用上下文管理器,它将应用于其范围内的所有自动梯度调用。 +或者你可以使用上下文管理器,它将适用于其作用域内的所有自动微分调用。 .. code:: python @@ -122,7 +127,7 @@ loss.backward() -编译的自动梯度解决了AOTAutograd的某些限制 +编译自动微分解决了AOTAutograd的某些限制 -------------------------------------------------------------- 1. 前向传递中的图断裂不再必然导致后向传递中的图断裂: @@ -155,11 +160,14 @@ # single graph for the backward assert(torch._dynamo.utils.counters["stats"]["unique_graphs"] == 1) -在第一个 torch.compile 情况下,由于编译函数 fn 中的2次图断裂,生成了3个后向图。 而在第二个使用编译的自动梯度的 torch.compile 情况下,尽管有图断裂,仍然跟踪了完整的后向图。 -.. note:: 在跟踪由编译的自动梯度捕获的后向钩子时,Dynamo仍然可能会图断裂。 +在第一个 ``torch.compile`` 案例中,我们可以看到由于编译函数 ``fn`` 中的两个图断裂,产生了3个后向图。 +而在第二个带有编译自动微分的 ``torch.compile`` 案例中,尽管存在图断裂,我们看到了整个后向图被跟踪。 + +.. 注意:: Dynamo在跟踪编译自动微分捕获的后向钩子时,仍然可能发生图断裂。 + -2. 现在可以捕获后向hooks +2. 现在可以捕获后向钩子 .. code:: python @@ -174,14 +182,13 @@ with torch._dynamo.compiled_autograd.enable(torch.compile(backend="aot_eager")): loss.backward() -图中应该有一个 ``call_hook`` 节点,dynamo 稍后会将其内联到以下内容中: - +图中应该有一个 ``call_hook`` 节点,dynamo稍后将其内联到以下内容: .. image:: ../_static/img/compiled_autograd/call_hook_node.png -编译自动梯度的常见重新编译原因 +编译自动微分的常见重新编译原因 -------------------------------------------------- -1. 由于损失值的自动梯度结构发生变化: +1. 由于损失值的自动微分结构发生变化: .. code:: python @@ -191,11 +198,11 @@ loss = op(x, x).sum() torch.compile(lambda: loss.backward(), backend="eager")() -在上面的例子中,我们在每次迭代中调用不同的操作符,导致 ``loss`` 每次跟踪不同的自动梯度历史。您应该会看到一些重新编译消息: **由于新的自动梯度节点导致缓存未命中**。 +在上面的例子中,我们在每次迭代中调用不同的操作符,导致 ``loss`` 每次都跟踪不同的自动微分历史。你应该看到一些重新编译消息: **由于新的自动微分节点导致的缓存未命中**。 .. image:: ../_static/img/compiled_autograd/recompile_due_to_node.png -2. 由于张量形状发生变化: +2. 由于张量形状变化: .. code:: python @@ -205,11 +212,10 @@ loss = x.sum() torch.compile(lambda: loss.backward(), backend="eager")() -在上面的例子中, ``x`` 的形状发生变化,编译的自动梯度将在第一次变化后将 ``x`` 标记为动态形状张量。您应该会看到重新编译消息: **由于形状变化导致缓存未命中**。 - +在上面的例子中, ``x`` 改变了形状,编译自动微分在第一次变化后将x标记为动态形状张量。你应该看到重新编译消息: **由于形状变化导致的缓存未命中**。 .. image:: ../_static/img/compiled_autograd/recompile_due_to_dynamic.png 结论 ---------- -在本教程中,我们介绍了 ``torch.compile`` 与编译的自动梯度的高级生态系统,编译的自动梯度的基础知识以及一些常见的重新编译原因。请关注 `dev-discuss _` 进行深入讨论。 \ No newline at end of file +在本教程中,我们介绍了 ``torch.compile`` 与编译自动微分的高级生态系统,编译自动微分的基础知识以及一些常见的重新编译原因。请继续关注 `dev-discuss `_ 上的深入探讨。 \ No newline at end of file diff --git a/docs/_static/img/compiled_autograd/call_hook_node.png b/docs/_static/img/compiled_autograd/call_hook_node.png new file mode 100644 index 0000000000000000000000000000000000000000..3e094cf6f7313788b1ec4135aa989a321838ccce GIT binary patch literal 144991 zcma&N1z1#F+cpe{l%#@mcZYNgNJ^tfNjFH0l+?f|Aq`453P^~QAk83+bTexK)g-|zj7?;nmi_G0b5V)nk)b)DC_&K;qnr9yy5g@=ZQMxgpk@dX+hRyZ0O z`Y#+TpyrduRz4aUKFCo)K}S_VfkDR|Z0G1~i-z_rBFO;TQ1|!aY~%Qkat>eAahq|O zMBXJ5zxqSls{9NiNd>m0k6o zBd!pG&|8V)oF^ND^ZwXqF$pxEIOr!ZKg$_%XyH7_jnh&uOlUx-w2-5p#z<^W3Qu)& zdybaedbYp5p!u$6)=5jK6nb_$mD{{Ottc2e9@vT-zb~;7*L{E9>k|Lakhm7@b8gpicon)%3x=;Bi5T_kqVuOaOl!Cy zXb!`SXZ#$gJ;CDltfU;6gA5CXdQeZgLEs<1r?X0oXC~0rpU&$t!F_hZ>vQs~wgihK= z7-_IVvze2xl8}B31L}5Mr{)_6Gim`E&Eo8wWL9_``bt5G6yXz$ZbBBZpBXN$Bz+-7eBY3PV)#Ajq=o>=8pcy&umXRR?nwv+ zA#t$tFKjI}yEls8npAMgBR*50a7pN&edxOX+aLKE=g2(FuyX>}=C^;;8uQUF-S7u; zEInc8FOVF|A8SbuFolAkJ{!M!Lk|({T-&$jD2A&nOL^cvKEsw76~W?-VC=B45*JK# zh@)PY5lSr#bGr-(<|mwv|)eyo&LvAu*=#|^0fR8+FL@YP}5(rRs`>2vwl%k z>hGlD6P1>+A5Dn-;eAS{O*c-0YKJc+B-y@Ld9gjZdZaXB(38XDuX1lvapYwsgH++i z!4PvyP!{i+BvD~wLtVo?hAS9{nK^i69ZsNFekvulPlSfj!pFy_K@KWqqFLmS&)c1@6ug#N<8u!Tt9Pn2PTVKVpvl@}USI zG}*8cpwz(jki+G;*Z1qS4!UR%uLbrr!C5fY8`4Y+`&QOB_vg{Pm$x=C_~qz*utCf? z^72JE1cHkF#7-R~Zb}s4vJZn48F8Oc#lN>!8`s%sN=Tip(P{o;2w(TJljN$UhG~d0)ls$#0M7{$V}A znvH((#czdfMb%2`P_Qybk%=;%Ml~?s@L|}?XIzY>%)3lk z45qAJpFl-L-%^X~zJ+|tFTv46d`m3Zc_~rmuD71nYyX37CVfXCmi4$t_qY0QG8g7)?3xP|E)@I>f4^4O!=kGXoJgG#ooI&ZzK@isPF9cDIJyhlzt(?EH@P#sGnMNYGafm?HT>%P zPu=Yx{aR7gIb|uuj6xZ6|EM#^-EQG%J5}qEx@zC*(&{JGe6+c-rG&=p289~-wOSck zIb}6vjjoYEz`48NQc&6BiC$hFd?*QLQJoErZLj_?w7 zBGryyo#nyrkFFF}srGgA6|Dy_64x~gQn2uhL+}V?-lC;sJ0#34EQxSVb|+Tw^^QfR zh4g?=lv{~gOGL41YDAAs)^EoIGhLZ6xiOP5y@GB{|9%I%8#|0DJv;XP>@lxR4L?u- zZ*%CPy{j{wE1wA5dC~4>rfrgG#;UB7F6t_oRQ-c(@;X`8u-k;X|QBu?Bs$FeAy)jc>+p_Xb z(nowv{H3JHTSZzK+WWEFv~yvPKKK)n6PD90F6SdUJh|MzdHMbMzCp7tJyqX|T*oOP z*_hze7O_35WHGXGRjj?R?&;kf2xfNfCb^mW@y?3;1X98axst-)UG9^{;0 zuU6WDZiMcEbh-@8&(AkfW?S07>3fq<)3+u`3dv~kE~_qIaFF-MbDsUYMfw2g0K9;+ zE7bb-TE<4>Sgn8JF2_w#X&&8`(S;jI^vdgU?D`2x4C#%Piv0%T+daDbudt3VYVU)r zXPVH|ERb%m*DNt%T&&7!@c1qv7+ zcl@w6=vs`cipe1LX33_YCpV|O6}Gf#I|=cKsP4dxka`4Xz0b<4*^uF!!lUV`HS&xy z<3+*|NJQLA>Gj4Rl05rpSfX7b+cPH(_OFHcVD)|aM?!X|sb!UP*6Ll0H1<-iy>$;( zW4botWJRA^W7xO7$Cp=r-8C4^pJ}KiQYf2{Wt242ZR0L9b_C7_v&knVzZ*jXyq^O)~?VC`PQ}?CD*7)-b?*n?q);8 z3w^UQTS4!`PIHx;hO?>ntVZgy$$oqb714DXbvuZock5F64y7Dshd#C^y_b3?dS6Qx z%d#sjCT_TAhqas;Od6S}LRj+ED7g8cKBdL>~Ci#DhE_tliY(8WR^-@^+&=A8$ z-6tA2%QEfh^s>xoR-2YxYoSi%q5~PfyS4 zl1iD({W&_DZEEdpIz!vkSUFhidQ8_WW9#2)wz;@*C3LnhPha1HL|c_xc)A^|7v>PA zw*Bd{_%wh(f*>o#F=jW6nNUm&DM~B30%o?HR`_qa^{lz4#Te^5~jfiQQk@ zHpg#X`U`SzbEL4mwxhN>D?-}i#`(|8*hcDxR_3`B^dx8~w4I!ioSM(q>>K#hLFS~f zdp~SedTxu~-_*5fCE#muz{{({5_AJ?(+9A(XOdT!U#SJfX2ERmrU}8CyyM6F`scf- zxpKe{A|c*qGHuPHSLx?{^c1p1H|;lZGFjPK-E>&8&H;%RfA*~RR>`$lv|*kDP_=+p zH~l+Cnzc^nBiX~*+(X^c`+kgmhxN5<+NH83X0y%G7Y0k_r2%vzeDqH8;+78n;MP?VZMu<+ zuH`eV%Mfj)2#v+}-uQq^5n=Yk+J>4DW1GjXf{XIB`)NyX($2KwusW#gdyNTN)cnl@ zfhCBMZ&R){kWeJs8mii9YNBxgWgN8o=nv8E0VQVK7ApmY3l z4F(!om?IkIKi9khj(4Arz!zx!&+%UT2Q+NpzlXp#)jV!^##iT8XCs5<4Z$NLro1yYp@HS zr4881me0rK&0Rle(ms+v(Z$x&lEKHt+0{eRM~3OID|5@YU(g3 zfZc5wMEL~x1eid03=9m??lyLkFBFykX%74+!{p%U`9_kT-`m@p&-)1<*xjCAP(nh2 zUqFaoNQf7>g4e^>)zi|4*VTjh?@s=!A4OXaYj?*to{nHwhP!?(t-xNMGE7W&1O4ms z_dIQV9REF%tH(b-3;2QjcW3wo`2_g?w`QJ>cK?@VcW3@?_Sf(FdpPO4&LnjleQcc# z6&+oGTMbMNBq%B-B>mSo|Hr9+&-Cx6dLFj!3SbwYr6=g$59^=C|9SF%HvDT$qkoSn zEG+(?L;lB^|7dyl8zf)YdVrn1?(U(UtD`3fnCbsk{Xbh7{ks`RP+0h%M*ms+KU*07 zuPy$w_J6j}c6S8sgXP`SK!X2_@Sk=6TrbUk_w4_}7XCK0ziI(X1K~;Y|I2DYcwvf; zPH1RyXsU`&U;3c$WZ|Op#x8FSzV_$KGbt5(40*Ew18kHvHUA8$>Wxq(l*K{CX)lKK0ibX(WgEI47PeR0q zE%r#)x-QJ((})Z74N2`cS#upZq>DJ&b;Z$xm7^&>9quo7M9|;X&bvoB&iwdFJ>H)o zHe}*CqGb0wp4Dhi8lOtI$GQ1*67e;~OlZm+8u0bJterVd+G^6!nqaDU^m@9|dO+rU z-g=?DVT-G3HCD3g+XJMhY>l#F{|Z=o@xolvU(d&AbZG;u=E#Zv$EJtAp~NmK8I z{;K)4lB#Zc==}E|y<7#_IUqz{94OvGsTqWN<5bo8*eR`>J_n42f59ZYcYD?H*bW{b zh7%CBN+gT2JDYWSz27U@FocO?@6v1Q&zPcaE1DFBb>x!LFWoY?nSz zxJIto_oq(U9S=<5#i-D*YoTUMAcrQt{U)nx-C{Q+%ryd1yVYiF1og<>S~5f{_C`9R z!sBq=KVH3wS(?|EUIUzk8c)UwuBo=zHM{*{GSagy32IfF0@hU#ajftzt+LL;fPO5g zw>?KKkQr}80=BD=Y=97NpG^P07(L9<4(_FwEbBX+KR08SXDXF8^GG=joK4F-_-X3& zOnTZmut&APwOQ{63RU+8hTQr62@$qgZhS7^tB$EDN#`oMSQ6z}q2I0{xxY9)$CGml z@AqhC8|Xi?H&0l%-^+Ki8z>miT%Bx8)uyZO0S*cyyS9G31My1P_Y2u4bpPdka z+lyl9UZRdkzR4M(`^|PBYTr`nWK_e=<+eRcqS^mk^ojjobbl~p--M{jZa`=w%R779 zX0LG{G*`b_ar>VG{tN~Wsm!x3_QiAwF$gI+Iw`6sMs_g`}%AZ7asXx$EhZ;*`hi- zRWNp7S9>4of4?p%Wz#yloG>t_e6wnd@3lKSLE|<4{0n@0A9gi3Xk4I?W_8VWZN1lO zVmV*uhA3;?izL&WKf0_A`>LLj?lo!DJ@3{{i-=&)E=r8k%95NpI~&uMO#`fa6rUb6 z@7#3Qg^1#Z3G_>~KSOvuc+4Zfo&#}DCeJy`A*<*i0v!t?dao}}AGoY8Jr<#VOf&zT z+$nIoi_#mm`$2Vku`qDVVMr2|)P0ehA5dDm=ts64hhAW7p;-q(x;IW{3RuePSG!%2 z!yi+&gufH44ZOZop0xK~^er@fM|caWIqt*;Z-F3OJiV++Mfbrks{`WkEowgLXt^H{I&UXhDYSYuCDE ztSUshQ)B{ir)mhFqKeRVcaRFii7ZR$`;_x$HAZZbbQOY*GXwwwg4n62(-@T0YORi@aN?_L(H82nO+4Rlx)Dess8#T1(zwd&il)bsg z%kprk8W2sZPE$GCotqLEB6u->qa~iR-Y*cnb0wC?Zu#JsMz zCIUw>?jp5EFPI;Y9x`cN*SO409?3+k0KJODfi4~Noxgh-9?PA$8DU?XoWFp?{SY!e z)Y;j8a9E`*xg7FHNcE7wW|t)YMeT;g<>hyraZJoD7Bb@JJ|rxeftQ4@S{xxk@+oinNlR6$y(e=7IIo&;2{6@>L&=6=+gREx!%5HT$%7*fgdkHPhJx z7^_oSaMWYoNPNb70ve%D2F002&A;#~%CQ{sysB=pVmvC7-V$NOd^_{?sgkkbPpisT z-A(6P;FAp>9@x3^xpr!)O+n zr{6`i27!228nIVzkB4N%#tOByxzk>*Xa)@dD~oztY6xYY7b7YJDU`iF(LEjzgXh1% z%6XQMIK_T5yEbJHN+wNlPlK}!KxdcLMzXyi56U~;Y2ZDa(UO?uRrW)o^iY(W58~F7 z_wB7a<*S7TuPXT@)3-C7WmCjIUW&NDkO;ey(i$OW{db?Tw=+VP-fJc~@Adzj)Ob?jM4_rnjYzWALc6oUqAh8gt-MQLY`KixKB0S%)XRl>NHbt zm&6F@U?x5HTY{lM>21vk=HVKb01xCkSou0$CGT}V z_yHn`ZG=nXYfVxu-j~Vz5($jwuUMaV%HPYA)OFzodzEnyG&1RMV9dfFC{>`^u_<4z z=d7+td@tRlWOLA=a9eth{ptY^6m=N(vnQTr;zWLO@=}dx7c=C#hT4k3=soWxQ8hysy}%?0NK4dw@Y$`|o%CLRMRWSa-N zTn3nn0q0YAk3OtdR^48s7bbIS6t9)kB#Ds`i;Pmmp=pq7EL;-Xxw-GYJBuh84|Fp2 zRgWnzD8xy81WdQDSX7ullu0LJ&g1sxy41)_1C<-`bGK&BPNNrei#iUK&rrLVH8C$n zd!@j%;JcAEaM(=`epT&YscHX$M+2Rk6Jvq|-DPN^a#DE6ky+>CJC5CcM^xlHrq4JW z7=Il?7~kP$6zh8AD3IeDn1(7O<^hv4^uAl*Y?#$8Qw6hSNZZnZUF6k%ix{|Nq^Pk50uR9Nl zD8JX>T*S&=m^XM9bA~+`{l@#pHq#A$rsJw~IM7nF;a>7|KwFRbGe+*WGIULI5*ggu3@YIkXkAb`4-;j zeWSwEFHW}+nQ&LIXeSU824LlPqq;X=C`DestheRomQ|r~3vpa*s;86x%Rc5;TW!JhpmVo!1voO;NK$^*?d&$PGf>GrBgYMjC!8Jox%;~O>SLT~5)Q=m_ z-~unld2umBDsNryqHIxKtk7M2C6YdnduS-EfsXUC5cww4s*4i5+M!Dr_}U7}k8L7C z6p4oO^87|`;nz9Ha{8$um9PK#Shr{tG^i93=u3V8v>vz~(pmyPHhS3ij)#O_iqAW=- zA)t>2-=p8`37F;a0>&;slR9^RsKn`yKJq1u?lqODvjdUJOZ4YS!YN$Zo^vj>BBl+V zf`D^QhBVXDlb{bn4xm%NMdLvRA7`C-;`MUmpH<^EvS1>O=!2d4SXSR zJ=eC)WGNnK6IYn6MR?b0RZPWhO1MP~T&X~|Q<_$ij za{6v5I%D%_3>M&j&jP@wgH5YgUEjB5x7TxsJl}pfoidjlmp%NA!Se?USIT3?HYM%ybbF2g=kwNNsS~wv7$I%{IUEWm4k1%}DSik8Vt{`5a|Z~O z8L(VYBo^3h=}u*i_sl#7L~67zyI&kD{PEE{-ma5O*0};Vy&AirCSpI;yTO?cyxM(h z`c#VqztT6Vlfmh}@CS8P1}ELSN) zgnH^XvNP7P>pNzh%3bu0SZjQkxgnhNqbB}{fpQC1)M3LeVOa7OqmjIO4INw_+_2^6H9YDvXu^^QE!%(%?uuVmU82+LV z{M1S|Pa@<^xaoUxb4Vp}EkWCPTGVBBdSjZTSOsu8MK3TdNWU=l5N>l^0%%jHeArLX zp(G!0>UweS&fwq5?+v_X($T^ZkhOQij-iv0R8P2$SLgffe8y2IZIIH`K?yEVHxkbI zx6jk@CoYOX%>gN}QItW3YeTWb#ZoZu5be{E_t+xIH`5_sYR zKu(!ng8=Hs=&e&EI|M^PBvIH7@Q(WaL4%}5XT-;K(s#+kHe`#gDcZDczW2NDYz~}*dxbh4+7K>ODV+0$2e`cHzZggtQP1Tn8g5CC2 z!i+>#{$@aQu3um#P1^Uzu9U-v(fyz`DHw8z+3~B9dA#zh!EVb4j?=Aagywjyz@X1w zt}*o`Kb#4X4J2)4#wYzU*k6x$iQ2~tn~|~LcyyRb<6c9_0%t7~M zJe(1U{j%*{cB(^#O(79apk4GHXbvkK5k_r{^H_v5JzpQPQr<>%*rPgRZDXIvlD2@3 zvD?=2SdO_@G=$8LT!>&d$4Md=puO{1`FR`LmC7*&hPWfKg2=D znJm5NG6UF`Ntc{}Gh8xaWNeNbid@KSrr!@m`*zxL(i?^hQJevCL43BA$&oHW9NKa+s=g}| zKLj}$g5Hd!m#jK7V`}lax#HMg_NNLmdlU>Wc*9*nX>kYuU%25XX6Y6~CDJRTN}~T| zWKAKHl||zvOM2_^$M7f*9Yr)Uvh#Q7_wYA3aYsIitK%9+@iA6^)_AJSANVVKF!D1d zmgocj6gs~@UwAT3=bWozL`ujt?j6%!1RS(tyS#bqi!be9U^({bezAJ1&w{t(LOU@! zHp$>8LOV3eafax|?Xt$`A_mZ5$0L1(4zC2rmjJf6sB+ll>%M%g7mG!b%ETdl+2bi0 z*=z5)cgY8&7$2*Rs=QGjrDG|po2uJwWtUa$?PH2~f4z|dtqBqyR}QrpAK@ov!`v(` z%a!f0Ar4L+x_;MGPTbdcJ&T@ z0)jta3YUU0MlYc>5Z1D&gJ9f1dI|3*4z2^g}l|jz=K%K5bqg_X($DMEhvgiDv8RpPvzic#K z6yIg!awVUV-!2gy2s1^k)`-FPQ-&@WPE+$+x{-mZD7W&j4&XJ`J&3|l*4g?D|9NnP70|0L ztvU;x-&Zf5luEo8*>`KQc?G?Rvhq+JZya{U&5Na#N(Ycz<0u#aw%^xi86Q02#MF@S zI}u=3j;?59lm;F3Fejn9y*{>Y!GUC@?r9TB2H>Og9adl0RZu6{BkQ?L6bGN$;J8}I zwc~fwKeRsb1G-w%pob6>@|re`t0j#bysy;iekk7;>hmnv2kx^<;M8~o1fm~iqHu`E zVS0U#Y#U?$KI1Rqv3EdP+y~@jF#;);A3t}#$HKHF(c~4Q&!v4Y(Z)a$WN(piWN1usa>F|{www>>l>%E~Ec*}YkDeE3GfJ}(Z27bX-PiwxUd1JT zvddOW4)mtp#U!(kGM_nCyiM}Z#UoS!wmT3bHhA#?+9i$zBCGb#8vwHR z?Oq$rhkCjUm+4;}H0;jNeEChTGwpjuO-~c~W8dJkz*bxKFE|}LvWN;Jh754`ur%9B}e~Le@ZY_SHEjrF_vNmRsjKObj!Bd`^fYxZGT5^d9~V3Zt#Qe|&q? z$3Juww-ij9P^i*NbP+g0OV%t9&lPH$(Pp3i&4Sq^T!(7AZ& z;JZ-Qz9#`8w`$ilIRbFOm_5q#cxg~O7t!vx%8WeBGDr5OKxXeD4^R1R!#y;w{IlK$ ze3fa547NZwuGV`G~X9j#~3L-rYy8c)$xy&42FtZ&^{-HX{!d z028aex^t7~j*t5q)IT76ur=b%#jQS#$yFxD4eIgUqX)>f1(RIp694lU+v zM}eZR)~|SR>*W)aq8{7k%2nYO=b$PMDU=-|83xwE>@)>&B1A(-$8EPPF!ljP;OG8q zEf`#G3Ek{Btyo>+=h$JuU&}^62C(*=sd-%=dfR-VX0BxTWP*Cp zK`4nAi>+b>n_>pZvETEyn!0tbLn{VmS1i~5#iuxhCP5N>ic%kjbKecK1g%AXlb;KY z;Tg)&_J0;npL5h;q=dHm(4I#w^^BA3F1=;zObym~=)zbXaq(M=puZXyS)+}+;c@B$ z2Dx2bp1KgVN#o(2O6U?2ltM`DA;+zSq^C*c8lkYM8|s+PXK)8+pS)`^F%VApg>n^f z5&>(-uYR=SS6w^?!3(v`_jTi*z*JM0&Yz2J)*V~IFIin-9>i~_f;*aqzRLGf+u!hb z2#+Yg8H;T=2aKm3FrKmKC$c=4^kStZ=c*e9^(&rmWHojh^3r>(7XXOo4R^yw?_IH6 zPZ8{UnD3nN=u4z>Kd{777L8bDEBILn`(H`-C_j8HnT0cDn|=RI?FHziHrSA`tAFd*G5c5vsnpau-48kFYj2 zkQWAST?!F7n&c3bnUGjk7M_ZVWqRFdK4dI_b{DEgn^Jr+ws}(w=#$tszOE1{;fP)+ zeFFOi%(d*Fe+t{B<~_0fMPm6V{T|&PQXSO9+avT^ z#a(P?!KE9=AEQ}TNp-BXxUiB@mkBMV6q?SnBxC6xX8e7-(shL}iK()>R~AM+GkW9Dc?Sz_?T4 zL7{GWJvCqgJ0xfUT_onh=27HVW>;WW#heZ&ae^>LAgBR+Z6SZ%v_=Uh=}L#X=e4!Ks!Eeb^PiY$ZQ+O47&9 z{iiKCRtt)0nM39)<~K6H`PTuS$E#8HCbyEHIt~Nad24qqw7wX?W4H-JEmB=-FdXU> zXcQc>OD_v-+0q}an|IO@8FabsbO~RuI=@H&bK%|ZA2U6orH5QMI)3%#XIstx?l#&0 zB&WN+rQ_zL$Yg_ABa@r#{d3mcQ!P?L*q#yzaRftqw{(cMGPoJowbdbi@Qmvcpw=t# z&mnGgQWKl00)G}f;tg@eMs%Pl9W0^ptv04A58z134 z^4%?fy!+YsggBDPr2zEY+UvIqv`p&!NUPV#!5^oK9&+YFqhLv~q?6+G&UIXyNN^?;f4-hMs}X!i-vAV)3BE-zP^Rozt$cB{(P=zzkw zGRBlP>~Mgb{&lO%D_fmw7!xU;$Tlj^ow9#ypmdN|QQ(lL-0( zV27Hhu$ZLWfE`!EgHrRAZs!H$Mh^IF#-3g(=V6SI=*&C-N3lw|zR34+A1a!*25UZR zdlqxVzV|m&+U&@pFNh&Rx^2+M%hvZwAqOKGhb91HDldoTG(D3Ty);Y7g+Y2V@^3FY z`0q9)aVkP1LJB z(-oxRf)0M&D^13CdN|2hcApb|*gDm+#=cv^{jt?K(}8_M&3iOo^^AjP?cPSFhgOjR z{OGa<3g1_s-Okb>eklG}Nsfh{JQd+MoGIZUG*aU{Gs;)?HBVK^PWt71c*eyt?L#SH z3!7H{8wsZlGO7swSpzIH;bg@+L;<_2WpLHS1M1W@S_5w;K6#Pz0Kxs|!K7`{*{L+7 zwJZi(gjml~^;0~%Dtu<{N2fDk$i87AtXOF(kq<|wTqf>M%Zrud;^q>bw?XUmTRzkQ zHj;u{!2TR8vUHs_r;kqfz4p%FpL6nuo=ZIvPo+kXvJsg2mptEOamjgpcz+>a&X|Jv z`N~?m5eKpcyBhV!U!y6AROKKA3_0#B{CF8T))HjPb5?Z*PYQp1t2z1Owa0Bt6h%#I z=*VxYXooXGzm#<|Qaa2wbw>_yPG}}D$-Xv>W{ooEsglNJhLj-M?Jf>?0 zKQcUF1Hfz`@9oI}wYpF4$5JQ53aeNHo7&YQ9gp*U>~#8B8TZDx3aQ7M;DLi&g+@vrZ;TWZ>w<}>sk~lB9F3ZrI@(= zTCUVggkW~O!tZ)?%9GmR0#1D&5|r+RqiQQ1t)|`;VHIn@#FE?|!RpdW)^(D2?p6-F zU@0xHyXJO$@CUfz!1WL!nd!4I1XPR!vqYzQw2{IjKCqMFurLUjNc!H~qa z4lY&Pa8`*SdBm@#<5F`m&|aZd)@!~Nl>1n@x$ITseX4%bFMlB%=|GfE2I)G1>#tAJ zbq4Ue0OdIr>0yooa$Dj5nFHBnOr!VM~O0uDb_=_yek z?$*LZGi86H%m^p50TOk^`SQ#g$lC09VlKax!ga}~OwM6&eqj06$~5}M9ACR%0|9Sj z5pw+T>>q@K+P+v~GC?kq)5CAp3n&U>XlAy&~rnF8ONy9sFFcP#gw z|KX7ncT2f0Tlp^BG#bdqYQMQE63S(w>pEMxMR$mgRV^ zqybJduw@`B{`Mpoo5bTns3x~BY3-MI$o*+5GIwkxH;-~24GInmVVqb?(bEM1w>>38 z#9UsqgC&j#r5X$TA?9*jhE<*N7K98KWp)n}5<}HMNE#GIfZ znQ?f1dzt|rpS{;00TLb#t=g-HrP)-@|H|(6h870 zFP4IQAcd38l|DlM94gUnREw z?PF{Mz6!P+wF*U;n?v$pcRI9$c4^iyCxsPJ-y@r=%(bD~79fy{X*-S^xLjv9)FB$q zuLD*6qx$F%T!viDRv|4Ww=e(&iNU3pWC3@LRC!K21Tb0OTcq z2z0xE%xga?j#``Z!obz<5t~LuTy%hYP0s$s<~CeY_HR=mhvhhjL{SFuzwvsi>l~$4`33g6=s}gZfI+aR{-+CvQwY0ivEK`0)_Tnp}}iEg^#d zN%QHVa~{_oqEiK_m0>9j?np_;mvwb}>yvb9pXgh$B4iu2{nRc&h;TQf=v)}0td4*YN>&MpwjADwuB>C}yIiLWZ<9ny3 zgeBGxx$tP6S1h-o)!Jg_&(Bq7sT*1TFw;;(>tqS)un|AsT*~h9xgU(SOWh?FA|Gu( zuE)3AV&aPrJHC?@;UV~A>~juHuJ$AJug$LZdFDt1<`i6ZTLd1@ShU$Ogm-@2F{>to z-XH_{=PO|6&U^L18ry{=?LYEhg2gF(!2hkdZrp+?4X}6wVLjG+?3{rb#ouI+d7~^ zb*g9FQpi_Uzvl=Bp@{$Tb{oA;mGG}4i}7oM1N+wTsEd%1Lq@Sze?`anV)6}_bd)gw z&>wcLo7Y?7)zb@Fg{*_y*jM{$FH8Tj*#U6oVejd_KM_B%`pW}-?>QH-k_a01*f2W3 zo-+G3QV^tXd+sIyVm@lNUzfVR3T+6iC%>%}30L$9I#6PJk7M|;|4!**hv-i;atv2{ z6f3+|K_3NTjL5Nn{0qgvmLafO4p7mJ9M!SVn^qqdqBY!B;s+*sBX$pUDa)Y!abFJK zTSTHNsv_tu#WNR^FdLWWnLJ>KdmigoAI|QFU$? z^SboU&RRb{rC28RiST^F#Vhzk<<;|7F0l1=lXPJJZ)S%%bBTu=OF)1$BPE{xcTQA{ zzc$Me5As*($1^#fXGaxB#YfQjGr68Rr0OfP(a(XFs9~`p>q{A_6bWgmXVs=}#g7wU zick`apWM#iC!tvA;zb}o4%@0Ktf|+Z z;(KPoZy!FmO4q;x{w9IctZBFtZjX1yKD&nn%%IBt22R&57zqOJ=I% zRliJHBf!EL^@i*W#E*`lA*w<*kNEa3IFE&j`P;BK4U_XPFjomc>;Tm@m;#v#F2A*? zKa#l$EDzX_b(}D$Fma3-YV~xNNy(L|YJK3&>m6<+A&5-oj;mh;j2pK5bX2Bzb*d@o!<*8Mtnw_@*084Tb#qoqqTuNRo|Ba*{#j##zAkUn$tk~M zH*I+bG=96~_8LshqoFQi0NE21dvU%3{|5xVh&+u=lp(y;MY)sRdU0WrbI+4c9MZkV zwtrMHZ7aCD2kF|INiQf1<|4xDP*7#=oYMGe&qc{85)| zKS}Dsj^}{NofhLx&3b(h?%M{jT!9sqwrZ$0E+iWJbG!|#P>)q663=zSxQ9RHj+0J; zp)bPd(AGg*(@tU$K`>SULDmdai0977SBv!@GoY*t6kff2<}X+B@C$f(kHx7`dy_$|5t5BOKPekjCG5 z>=AmpxesWS6Bd4TbaBC2+z^J2DJee$hvd~W2&~#12$LmLZ{vaRu8sTX{1qN#1<^T` z1NJ{S-Om8PRJIL@r}pw_vjyhEc4*Fb!LqrpIvdQd96Fvd7{;Bq8(g@5A@_QHG@Cm` zIy;I8bZGT`ha2!!>*JBDxvL7UGzm)y`Ox)2CAYu+YCzuKqA{H$oR?Gkj(S!Fj@%eO0htB; zH*L+Sf>W^G1YYuQVhqsPw6(Hu%7{t!8sT?w#9tHur@l4(}%ku zLksBb3ILLn@;C(8<|8`(<{ByYo0voIir?tH^usN9ON+?;o-$A2%Hbm$cIgvf=ia~L zCCn^fn_Oh=i$a(m8OLv*KS}TWVikYY21XPWj2n3EwEV1xF;Q2-{!xAbDv58a=hbTH zV;yAgUxmDjCHh(P<7bgC$r3>Ssp*B?skjKQUVRcms1;~sZRzQoFB5+PS9U%=>y|m& z0?3rfpaBDtlz1i`9E`88Z$sAvODkvu2J0VZPOU%Os3M?~p7#1ya}GP*-ln&Rj}Du7 zJS^1b<5E_>H4VL!#TiYF?EE7dLq*7Wp|W4Eb7DlwIT8;aei0UT;sVqc#6;*Kg5-B% z76Rg5A67@ds`stnXS_x;NV0!E=#H1pSaKBYh!y!kZnZ0>^j*>OJmoVUTysme5uscX zGFtTA7NxN29VTF}=&fEZ<%_=sZ$%$){+w4+>8INnk#LY;NP-e^{xGrRZNr&>4iZH$ zxEQ#$w?_Jbsr-iy@L%G#|D#d|g1PlrRxRfF|4T{tFR|U{OcEXR=Mqz~2+jYWZQhd- z8?uIqi}bz@|Mh{|)ge~q%&_XsviuW3dh>&?l|+TcGF=SpdiQR{2`c?Z*|%{a760AY zpC!vWM*y_`P~g$aS(s`!kZ#-DxSnj>ztS01H6MBXdADjhyns4q(xBnuLuVP_2*|wD zgXA=KTByNIl@eP;dHn!n><8YP_=x$K;2-n;pL)LzWrmt}4$~EucEJRq6(qO7ek}r^ zyF|4dEl^_89c(0!~BF#SiZVy$$1CjcGua05c6i|w3+zCJ5 zSx)E~{M=9GH+NkGwmdxmfm#}nuh<~9kA{nN*{gs)G63bgkm>;!ZWSQeGU^Wmq<25a ziD?0Sz?~i&Q8fh81>|kj$>08)yiGU%U6IGepk3+D$===_AoY1cPOMjZW<=Xv@?DMh z;7h}V!TV0$sHItGlmWpk)M*hShp>jgUpKsSSo-zeZo9NLc7oAvDBI=oWYhZY?HE9N z`iabL=7%i;5b}xMsom%UFDxge&cFDd?|l%Y_XB=pe>e&A{8ZB3ki-T})tqZ%+TDu+ z!NK96Co9E z3|UH~cN(UX@vAF8xf724cey8?9Pr$V+*Z5neopB3vHa|!a!S<{o$06s!x#B#{Lc5X ze7gyvji#WJeX{h1O*o}3H-BCuUZQk%PJy)%7k+qhQPO+FIagf;{E%dGmHAAK6Y z+Xybim^xnDlOhCE!UBN4T>#kZYqqp}!BP2{Wf71a!SMv~Vzk@2fz>68ai^DbDyuIb z@EH)9ng(sss}B%;S=AdTU)?g4-)%X3t$78O&Kx)JWg-?iC+aKhKW}dn*s#}hyFQ)D zfC7~LCl6oI+~2b{`_1QroD2=uXLGxfVNDFf7EdU*?~gtWHo{c=`$kbbM$SVfr5sl& zLy4$2(?wlgzXdq*<2xmaMwaBnWA%e&Dwc}Eo3_RK*IQNp*8l#q?mJX~oAoRgvYuq{ z{R6JljiJNO|E69`_UUWL28bekYL33jmG=vQe`(n8rBI)fd5zQW5sLq!@f?0?x8OA; zA|U^Pkd_Mn;T7coV~B#oZ{UrfPDFw>sPg|K?JdKiT-W|#MUbI~2I&^5L6DLzDT4;d z0i;wyTDn0xgb|QXL{dPI?(UTCM!GxRYutOSXFqGLXa7IE$H50Bj)A$aIL}|5@QGpz z;}qjZ>D0tP6{~>n#qAqF`!M%21c!&Nm>Pfl9`bM;Vo1F#U0WBoONGSVLNWI?e4`SC zqyK8v3z$nPx`aQj%qGCci!Fxf>yV}k;CnKxWR`HY0TS*6vlMqeHugEXLccnZgjKLM z_2Z5(x1j52eDxBaA4T*G7{g8jGBL(|MwHo2(=1LdLuQF-#YmcShVakhOYexpAnq`HfI`$1?0CL^6uEtNOpn^Smy_#pI)HMC50V9WbOA1;IN%0p<`covUGv)a89glp4Vq4jqiTjy;T#)Uwhb*8 zIGEg-H-P6LWiW{vYYS*TMr8fTYqg6^{bh6r_&Y|j)!FvJ2}Dlv6W(Mce;3m@i>6CE zh+Lw@Le15H=GM`t4pcxP%B5>33e z@v$BFWMDML4C+Lu!`sQOTNd39cv?-Lv|sSNdKGs7L>&l${gu?&M+5X?%G*2p;QV@? z56;FPcci+SIV)D_*Gqau&(#Q^w)(_=KfJ)MpX%ww6I_JaftS>FI*t&;;I*A^VxNOr zA(}(zQx2a*AF8QUd~+Q*e3Ia-aAk58rfuy35DwUZSaC3vXgS+DSn40vmK$GA5zQQ zV6wF#iB@Fy6L=~gzuNSa~=8~!Zo?gaOa*IdUF-|RchJH z`umzN;_w}jI^AMLb7xv}jKt3KxOnG)(sUq)3;+ce@Zx2<+d ztJ(UB6|)4TI0u^n_^mYKq=^R0WL~1Ixkucw)&qRXkzXuS_5vN_qMoWd7~JypmVEWI zo5OiJakH#soMC2&PWFTL)|dI!rlc3Jmkp3jNO1wQ2^CEm0;3~Ckx27>>arUm?(2Bo zOlqK&C&)`?SU~F)?He(5;eI%zN#f}!OHV0@koLUksR?<6kR10-H2qm^{VxGS^wX~T zokVWqfM$QkFc{%7QJ28j>w7QWf?sQsBf*Y?P3aj)j30ih_N|RirpNb<@fYrdia1(_ zKqKwlkuogi|B+!G82C9KJX{O?cw&1ONMk~tjvo?#)%8E=2ehKdW^MCF>z^4{=YTKN zxrsHiljcg|_mxj859OFLkBT&+D#IB;ysr6Lp1_&xg`e zbp2z2`Ci`Fh6dEBcR!|CNs{X?%6q#C{U#3ytjs5sA930;=SBbR1}CEN{saj!xk+4- z$=C@b`ncULqY~c{7L^x!okbT60`S)K9QT+dx)$FJBeSTK+f%@q`N2HJc^;!ujtW3x zdiG}e0{jq9=^Y2KTwYuh(#{*|B2Zv$kHYRO`JK&hG|&|X^%dL5la!RfS*YfqSaYgR zMIO9N3#ldHcwQ#Kb8J-w;T!$c`-wu;ldJkbrNtnDpH$yD?J*%CCFHALT{h5c?;*;k zfi}wV>%Hgduut$UtacQh4q?5?JtMpns`s4mxJasuVlLh?Q0V^_M(zAmeX4z&^R1#I zp+kxgrykOU!8?xm&)TSdY{7+4o(*!;Zw9>0v|Tg}jBF&z`uIBy0#cB>(qb9O<}o6! zN5wrgo2v7B<;WGV@YJ>HlNGpmkn$+=K)R;xN4ChLK|%Qs8D2lc@;dM3JHeUE*O#Pr z`Js=^VW{$aZwxJ!{;G`%Bj;)9p*kf=qrzl5)ekAS0yhkIm$u%UUexFl_nHVRU5n`u zSda_Z^Y#ncVeISEUeE8*rqn^6)4@AI-P&DKePwVF`k%ld=}JMQ)po9{32qQA;nQJN zINZlde&nIW9C=rY@MoC_ah&Kd!M$*{#B4+a>))C<@iR#7q@|{z(7z>0+;p)R=eE;w zky=&lKpO86O5n_ zCFmTnJTwaJR3U`UDIRB8?$WOJ-t`4w0HuL6G5FF~iUNES;uiewZMU2-VGG#+H?(L%}2T>T>p!0S_Svu~9twR;KWzAg6b2nkvArseyK~6!__cNY&xKHH0_GF< z*vCR$Vtzn+V&euXgmRCv@&tKdQk7}m<=#b%`6?#9&js@6k8O){Mxp*$b+ooelzvC0 z(3d!Jenj(}cCy7I?yRr!e04_OvaoNtt!EX$zUk1de=Ody-)C9p;Jxf$d%;7w*wff7 zcF7pT^87;K?-i#Tss^iUtWl4bltH6hF(#31ZM}3lJaihLLCC2;9bOgtjobt zjAEk6Xxs4#MpjGtmcpKEQQPrug-gr{%oxr1`ETVAcW`t_pLDccj8CPMoxiUOpw+HFE7^e&<6?rXdO(gxgzf!yT7o>N^*6f-;PNY!Fz zw`U=Ec*{uDqLo`QP!I){zPhSEcp1;Bhit^nZ&3m<|IrBGNa#DP|`zUhp z;*rxJentql`b4&R4*NFb1C+0v%*>^2ceZF6BSg05qw?>knfNd;cAI*8A=hc3VX!-; zn926mdLWI*XsS95BOg}#Y1$rcx1gZ0{NzFQzaX^#z!>})o)O)Qg4~Zr7ze5P=~!0} z89sl9Mu7$I>9_sRuZ$G%_)Baj$23VI{2BQQmXZ=O%ie8GSNvovEOQ+3S|G`7XNNJ;+Dor{ov z>vxnO<3mUb_KzQ0O`kuCyBqPfFqK}GZ%uYSWHn3Mq$Bg(8T%~(i)BUd^#V~3n}_r> z=3d=+4joe(U*`&sckW!{5gQuKiw0!!bicx{?TZ)YhJ_(#9lq4oFwOM2PEW=(2)PabZX6g7}5LA5%PqRiF;A1l-6*5|3Ig&wMbBK^5@#VB`# z=`_cRZN>IK;0f8d$P3ob1#M6mXWmAi&hfm^nXsh>cC{#?X-giF8uY@bHPzByN6YkZFyH@ZnrCrh%t#~Khen|p?v;<+&^LN^qbX^OpR{oQYG@H5g1&3Wp!wXHvc6d^cUB zseYzZgeaOO!f4_Q<1Ajt>D;>S>44eT3rg&WF#?3d2B%~13dUK?%5Qq5@~os3Ci^Mf z+pzi>@aLGH_8&tRQCY)hxn_`M4;?6bJkdI}Hq16_+3M=_Az&=yk>{Zy3CjsJZpLv4_d+#_flzoNO_(W)r<&kta1TFh zZW?UfzC50BqB;CKw9|p=?bA!!!0V5oW{bt3@o%5GIx6jA>o<+ki;Z?{k!lVrE0iOM z_BR-%Yno?Sd)NJHqjx{VuC8K{d*p-2cVAxfaUbCz*3dsyDVg6_?6!yV5~u3hIiGj{ z-p{;-ws1OxFCmGF-dpQng#ao7e(Pbjqth`AEV#m#X9Sg7z}TkyC9?s6^Imw#_J2ev zEKj-FssnDajCOP)9eX+m{bqXnROv&{UoVxneNW}aMSXXrMX;D{Cn!v5>Bg8icIg@4 z?>?LK(IjViC#WABiO?J4RQ?9b_`1&01DJRDbvCPO;Lw-6Fu&HbsNu`@w7l+imrdPv z)>l2tw@xA4uRy1?@xo6-VV?3qiYDh4L_h!Nc5&uxKef7#zWmYpvSQa(%wbIp_~_#k zK?cT{rulFIxngGI-dRryQ#a$tTw|aP9gWW-FoN($lLp8c}s#2}yhQTn^?Z0#<0NN48mt&_jA~i-j99hxdwV*`v z7`}VV9zKQ-sb3^C6+@qqgkcs^04V`}Me1XEd*Jaf>G7URwU75vQa`3ThG}cV_OT}L zX%2d~T;y<%aB5aufc0#ce3NOT4y!OmmFx#VMhRA=HOI07sV-+FnkZ{R^Df^o33^e( zZc5dUA(PPAzEgoyUpI}o3fdBT)qf2^~P+hFtCK5ZF?8%?o zDw$<)>$jJig*F2euq~FPJH;rHOVnaSle;693l~YWTk|E1dtNS6{P=PG9RngM(7;S+ z4*KDvwLd6!aKSn<%K>PgXJ6)+{UhTg6-OFv@GO;+ldn46(&0xj^!>$iVR!>7gqVa%<$uN0-bURwz!vtk z{RgBkmIh^-d0C*(F$FVmiBpxbz8l!g=oLvFuCPqme6W>pVO0E9Nnu!er(dn_%4bSAqrGFMPqM(nJl$2_?odkoB|+=zY#cQQig3KVT~dV-YNvk5D1 zW3)B2?c#Jl@09;l&gVmvTl!=Y)ctWyY%3Uab@bbi1FhT`Gcv|g$SawbnBABo!m2d| z%G>aJku+<8j!oV@2o!ufbLF}Dig>^$%6Ons@Gg(OP@<8oV>5LRz@cE)-#7#?RM85` z4z1a(zH2>CN=J6|&`NJO3IMn|F>x&RL$we1{U)JHGLZ^r?q>&u%#N_9jdZ=Cc#tT3 zh0dON$?>m=`I+a8n_+s32T_Di1nMz|$Zx^Jmp=2hu=V7Np9k#Xq(K+R9o{RRa~X(E z9skw_Sxo~8FM02e>tyq8MT_f?FA_gnyJqHHl1c!$AA&{exAG|rPIYy$f2m&vci$eH zv;*?+iPL*CEX&e}ObP&WFy8~R`PryP)E40a^N^QM!v05mQ8ZT?yTnv2Y2Fls?|9WJ zJfCFO(++uiGTkYAliy>FRCu?S8LG{X44j&@AAEc?(R&u~nAxqhF39>r*V0s3*|GLE zqxMs@!H~C{!*9Q8Im<4oPW{8Kh6d$HFg6hSaX|vL1Q-nAEA!l~l*Xn#NgvedxqtaF zVC4hR1N$GMhXHSLPk<(m>v<0E_KJ~3EP4ymkr{b+ii|56-D^CIIOXOQg(^j*0Mcgc zx9VZY#HO*_h0soE>wNaI&ifXUn>X}VOP8vFcGR&uV90VlB$lsz;XexpXjRei{&IIw z;AVx#lKvh63yq&3FiG=Rq$>N8;~?5#5&b3j(Pz;o%~RC@U&s$=mRrLbSCY@fRc~P9 z)6-I-aP{8~R#5EfiqeSHNVIklj5h_CGT%9bMW7RN4oYTJf*O4xccuGk()FUFXz^C5 zm!+#xb=q~SU(Dply&2>IKBXEB-S=Jzq z#o$=q0D}v|FN|8PcHC|vqpL-QzF2pwq$x$tqLdQ)Xp2ad?&YEu)Ry2ca$==tO3 zh;Y%%MBv!&hm`vo&Iv?E_9K~*pckF>E8Z5$RV^Urgt6YF{V zj@OM9AnY8%dT#TvQhRio{Gny-L+)RX|JLI~QhEy!`-Bj;`^G<#L#0l7TxS&0TwJ-& zt%*BUjlMAQU?{57GhrLnD1FuFC_utC1rm&&o7QcN6>&Uie#gJ*Y+Qpf{-~t zAmrA~xTIZZ9M{YdImx3~o#><6F<5h?l{JH(zyf%f3r8G+*tLNcl$i@=WNyx0wtA`QVHrAg=Ys=%Fo(M$KQA059_ zAV#&CkNJBj**5oDn!m(eA&%1?^aMN*EX|DlMVg=?nCFDa5fY&J7e$Nc?ePm4E2R_1RHtf{H=^gDmU+ zO{o3xKkrG1bBaXlLm~GZhzY}unD%)53*duZ`Z?P61inQ0|A*S=c`Ox(dwB0z^ll&9 z%|psyFY8MJ<;Pk7Ce&s4jNH@y)21fkpyvn123Gb~;bZ3&LnzYWV zLjO5*IL#FZzu*{kQ&)Sw_6^b`ld85UX62#qE8ptNxd(6<&&YK=~55( z%Uep(y9MJY&rQkmyARc=&aDBfe}7#lf$D!DvH!+py)FH`5)e7E@4skwhuz?t2fgTX z60_08o~#fyivQat`;W%+e}C-(?oDFo zP}#j9l)phr|A$H-lEPd4P3>^$J8@xDzDXOY!5=R*8|nIy88tZe|47H%fV?>bvK!c4 zXr&O@&KO-K5fjbhGG2Z9pD8%I62oMFyM6u>{{|K2Ff!%mzBvkTG=z`6E}iNUTF*6J z`ScxfFC)NSewDkaywdX#8KL-|c!ifcFEJ(KTKhR>um2 zm(jsc6Ms|5KN>DF6aNPF{`nIB^9X@L1;{#3t5F({wr9i`DDQ~8wU5iF10vUG{0t(5 zlDrQ?TLMVU8KQls0L7tB1K|}?XwoPF`u~r2`uF<|B9g${O>k?AIZ#{hKSLmxVjZVl z%#e|8FT-&;Vn8xSPIN6emJ>ieS^v)*&EAd5?V9C3;xWeFbaEi&5N60+5G0wLYXc-4 zJRkxE1W5N3GjIQykD+}vi9Tfk|Y-D_kcHTJ5gyQ|n@uxqhB=CwBL@=-NH8p2W1_VyaE$RFsW0@Q?3ERc-205rc3EJtg9 z6NmxGs6mo`0xnDLKpmf}?J%Uy<}U>eJQdc27Oy0`CWLTSv?bHooy-NA`Ir9@~0Qp3>2&c9Qi|{6d=s$r>&Cg3-IF9BE=Iqc$SeT z^PUcyW-r#!{k^J-`+59?$0`kkN$-uV)6_pe1AjRRy~`jM5i!*K(%7Enyh*NG<=k#} z8p(wzoAf_k24XzfBc@&!MfDX$+Twk0<9tt`fXE>gHomjBIT(w@keQBzMAFdZocx;a z39=McWog8?^|>h^8FtJx@%26KkGr+wmN{d9Yq-F_MxH^OAn9rlurCTO?tqKJFnyr- zyyTU|cE}-cEFP1iswZ{(#Sz_Mhh6rYBLl2*r_C2(-C@pqZq$A4qps(OO+@-T~4I%i<11^k}PTH+w5%`7{0TC zbPJ9@NbrT6R5+~1;dfzN+2#w0w#q16{`Z^U0fo03sx&NF4<}X^YLt!DV&-s^lH;bl zoxp2hWKfRcb+@*R;li60?<2tG;^ccpnCqb5>*ZvtyBjYkb}SKWU!DP@WzbvN9H!SO>{r@O(tAq`4~lr>X&Fpg4;8 z@`Bf>3BqgDWba#qLI$?gwi?D{l(W zjIH(2V{>8*5s-gU!XCR{gb7z710J%q+io5}dc%&B&(kYBh?KOz(-pLKe;*^@T7~I+TO3vJdh4Z{dCJ{{pp_*JbNamJazGCiNAv?j}kJcMH#*Su5ZoO|Mvb$FF%rdd2l%d%#G|f z@f&W?6^9w#v*X0`W5yrHPO>FzqOSK-Omb-`muddlV!MD>iKIpx^sAf;iO*8=B(La- z4WN;R8IR3DYFlZkxkkBPaD@>@knS8b^lg7~eJIsoFh+?=l(j4LG2MtXl}k0yvUMS2 zpMG?`S)$?)(=@;9VG$uIip-|~%cedk$NKtB?~QYC80NJwq0AvwRbhNb)#1H`X(|!_ zb1D5pu^}ENOG|tcKPY&Xh4byul;`A|cVb;`bcWD8THA<_bV5KgkKw`V-ip=Dld)rq_7U{A>5+%=MNUSAaeS?{?0?hA$v{)vcC@3*630FZl%c z=y_$xwB zNjA1sS>RgiPFt+*!)PS|Cp0^jj;aFrLi%x}_>|@0;MyySK#;Q$KLBxT%+2Hq5;!dF zzOmkBtd9_~BnfJ#sI&xTKZ%QUlN!~&KB01D9zbIBz2;{C6vY{b{d~&03rG^5h@W3{ zo^(V;nCF+b{mU53v>UJJg7y$tyew}jP|}|ehY8spmunpF4)b4&j%FJC_dlqFHu9a< zskinA1Cr}Wo8Lv#jY=kB%A}<1&-a4VYOvZ{Ck`(4wu0N?GF3Z+Y_bv#JKQ; zZIDaYf$0HGF`b)H>j=eF`ix&lA5zWcO^$mz5|M=I0zP@L`T&ZE-^g0|d(DD-4%gB4 zQ#s+ioOj;l|JM@ir#`9*J~U0Q(EiteRwgI#4AEj|_FNeg^Uhj;BOt)eu@6OjcBhRY z0@ck#>{ESVzbwTEjlAbCYBQb3->&E7QIwG?zzUG%M-CN(?GL2KkVFbdZ0N=5@<7o! z>~_%qXg;Z2g#=Z)DnhE5hBp&h@!QQqn?$UJeG?xcj>L$Wt;+H3toOQzc?_RDv%`Sv ziw+tZ;YRY9PVQ&C@&k68l0amfaz-U6aZEm{%9PJTf+mX_x7>H-D{DIPs(iGw&f?Qa z9l^N*w@+OwoV$$|v+oe3->jH~)`x2~!&b>_%huD_;uSfYs{t89@KGf*dg zFvkT!kmp-qsg_s~vOM91Sn`b;-YPoZs!Rk>sMfLL=J*TToD^OQ6=pX&esHgULta;} zh#*?fd*aarL5z6`JEXmVx1c4I+<3okOaT;Pr7pY8q(v$K<@`)cOK0w@?{WG9 zSqtcdLeqn_g*sHQB?SU*DEPe~SW(y1d*Sc4$F8Zlx`cTH89}^D;6l7fS^!EpP035} zwy-2SHzc_%e<*qEu-ZpQ$dw@0Ol$D36F5J_mh~(?QGZ9jb%mB5q?P_dP5kHa^YaOE zAq+jad#Na5-baf}!q(=9xq0h0nICf!iyt|x2LUQJ4Q3TTF_w?^(H0=?uN)`^yMQ5j zLtB7Dr=-{eatt!~OfN{^_{t6-gOvKV=5z6isbSoFuSN@U&ABQ!?z@H)gujU+ICZ>C z>n0@Hnx(n(6ReCw+PNj88j|M4g9>WclfPdEwCL}?=80TdF%kWYw;;i!*_!KGD^#V zCj*k5fx<~P4H(OjQn=im@m&0n$-RDLO?>7*7#4e;3A5WIaQZb7G7@W;qLgzM*YpjSf z^`PKNl5w)jGPw>e@7KQRv`I){o7uC^7~R;D_~ubgep0hc&W05nthTrVpqPJU;|B-Y z%aVpPBq`7Z_>Btmg<4R{<~|FG2OyBZLC?c&1OVOWf7XIr3jwSBy*P}z0$wZ&JabmMptY&W(!A}0lZA@k3DB6GPU^9xljoXbPu4R2 z>t4Ex@_+(~6l|P@=~d9)dgv&AsP!5u-gY!|eZ|jKo8&N5WcD;i-7mN%L3&9|f79SW z)(Z>mzf|S_`z`QJ@b*fUP~%xsR!oB|%A|T;UkxjP_*rwK*Oi+k!^Jc=K?K%m)m%(Jmzy$HF32cCok8Ko{|#~;f!M@XzLNJnB>I!JGNMMa-?K$I7neo z^1q!M;A`N=pAp(I`Bq#IMi)8wn6`C@tt2#-{U?@FkpMc#$<(0%1Ht#2=bArWNhVnQ z_dB+Q9<I*noxnISXE>u-}kz*KkXIS^Kd}i@q)zn2Y}$Y z4{#q20jwscjl$Lhz!D_@s|qotffg!of%5|`Z4EhKm5|B!4OKt2N&y#>fQ+M5=+x}l zELZT(x*gp5Yg=8t_CM2)`}aE)W)Snhk7jL9)FZTx0DHIc;DeH2vx-}-3a8|cU{NdA zPR&%6P)%f`KL#R)yTGCNinDU#yPNjF-x22D7lL@6G=K^Pv#bB`J?wFtb|Jn)p~%IS z0Z!g!a9MV+(SlntMjMcz-AEyVI>|8{8K@3gUf$Y^Jw;2DPayI8XD--yro*|~5A?;0 zf$=o~Ne69!{KAqh!)l{u%p&_=Dm-r%d2hnMVI05D_QyxS)%^Gf-^o z%WGQ7=ig0&U4YE}ODqvm^3;mn%kRE4^{`@) zdPAxw4u%?B4cpEKvpj!lZoSOV%tIroeomdYjJ!8Z=YhJpmjJrUzP&b*Z}5Y>JLWBG z3mfVu9@8!uG8U6KP7gp7E^of%|1;9%J&v@2z4)8tcNm3LT$*U z|DX}yOYji9L?W^lc{>W;Fpe0^*C9wb15%;QG$hNmazq(!2>*6@e%uQQl#QVN_=Vi5 zohjbLuh##INzb~FLBgp^4@4ERTekl0_Q~<~%-RFwR znID>Ei~7E-+1IFLwd8*q|hmo1ly^L*UmccgizW_RwM`RDuc!y2qfEL+o zW)s+aWq2MungaOf(QVUP(A{{+{=dMNw7 z3*fN3*z&99YqIToU6_6&U?8>2>ERVEWi>dw?wx+YF}}}Zo)Nw;MaBT8>?C6_T#}>D z>~cK0G$qI`6P)$BwQ&NT1}_gXf?>1nz+5YlIe!4%;ykJRwm#w{{TjXY0l*FMu3{I! z(OlGwk@1@9`htx(8EB-a-CIj}YYeQe!w75hJy~B)vKeD+M()NG25w`FN6k|cM_8Xn zfFP(eXgdh3ox%Jua2qHuK8A|e%D7-@|bV6$Pq;MaggJaZZ)PsL5$+pS33X= z7BJ(T-v;)8-i zRVeX@=cq{K2=@bjiwA;u7^c0C`KL_QUx1X&Wl*5^VBRSeN&VtWF46<4BIW1cm*a7% z1@5>_ZOWu>@#@;01}szHQGMnDJW@QSHAp>$og0f$echKE!gI%hh~Hcz`}ae7MrXZJ ze=<2yhTW4=yH@ZKvuK2V?Y@5nyg=1fj`xq1UD};9%UFq?&hOQuU)#3wmtLmtUhaj> zjEKDmQ!J(%r%Aj4mGuOz+%nDeN#NW>OADE;SuXxf4%>5($a%CJ$N%ISC+P~FAh5|z`dhM9@`&lQaL1DRBlz_kKnYE#A#YsW|iN+0esU^FsK zHP#fwet?)jrq-U0)Ly-S-lTSFYvpMyv1Qu{~Ps*3I?{j^m!1WE3|FyOA zXhLDKETH+OEF`dR(x*Pm1{Z|YClb2aT4g;&^-RYY6u3*dXMy)g&!$fTUA<$n{}IjW zsX7AY3oyOwb*D@<4cK%gk8!DlegaS`O=Z;RVVOmlLkuHT@hlQZX6s9(Vz~Q7&l8{q zd_twQjKMRdwFkcjTaTFbBqt=E1>T4jWmz#QI|ZilfNm!|9wMJKnnwbD2DqM&`eYNo zf&tL6{)L!HjX~T2N2nmsznlwYF*TA{3?he*OQ&=OtbWF5NFq47z6lQu1fs?!T^al8 ziJt;d1mO#7>Al|Z=Jx`=upZtRe9kLjQR=S}z1v;tfnT+^DRCE=*m||YSl906a-erM z9*0|x0aQ6}xGz_`Xydpi&v@qQJ*wv((U==it&$outLGkc`%`kz#2^tZmH*ac}U`< zgso7mkY2Mnha3&FTlkWu=n2A!K=S2H0&naFEYuLly;Iv&{syArHmGTztf6eVk6>_4 zA6tSV)aNNaJ7ZXkoqgXYUvGDC9Dh6t9uO)SAqyytpmr@jK=S0S)=?2WrookHJxDO`tY38W zpFMFnC++=IZ407e$@<-zsNPM?Xr6^%Z%@>cxsu;96t8SBDgZ@*s(Hh~!-fKU@#4?W z8ajIkSO|=V6=cHK9CnT>Oyff>Bh`%VufDf>wZ9!#BvI*$!aq*Xdxu&?Z>k z;hOclAM6SR8y^%>9DMHmKTd?#GKNemnQdPJv))p@WXrLo|1Yw0j z;mjD4WzR4Pm~meaN){;~y2^sH?iGJjc)a!DE`+2|G)XG{w#Gt`y>9d_l%E<;lc+FKX3#a_YkP`hG8*^UqS>^`1PlUo6TXHevF3$rID*SI;w+8rqLqxB2(YZlaDm%xv%#ll;$hi`{b zym^u)pNE_?@ehyfr#-5M{AVx99nMe(L?*1mC$z+{;*$uf6tSHF+z-~qM6#Wv-1kM1 zbRU^RqWOlF|DmjJ(-R$3luvq4H@y8CB5D1n0&{*!qHVR5#o;c(#dwBoQq2RS!8)8| zQ;1J?7->`uMY1Be;&O`y z0YLETY+3`w&3%ZqA!FeL4F{K|;cUQu`6Kfmpd_B4MHY@sc?2nCJ0VbwaiwQEt^D8a zUe{cr)w8^it_&+M2SFfG&tNRSPS4_PY`;O$`wfZmQr+MtN;c#t1OY{XP|Mr?BJ@NJ zG{>K^>WdJjMEm+>5@qP*hY)!|#dNL9moF5`uK{Tp%h07n-gO0Q$$_xwrVSunakV&L zbVkR=divVKJcCn`XZ#Y91>_p~BL>g*2i;lzz0(*P1j*SLHzo6HoNo_y20k6w<=EVg zx4x*k@)cNe&2Xm=ZPC4V3EkAf&j7-~bv6rEyFvEl>TPFYC7or}`<&=AmAy&Lng7=l zV@CbX#3^%6u!{zM$4KFJz(eMRzEy8Hr7SSF7xW-fuo6rNt~Y!fgMGuev6d~_krm}z ziHA*0UE#Jp=%M%LPr+P`ypp=@+H0%s>NG(~eMJd#)jE^(E^~$Ql>wXHo;Q0aJhztZ zS=)!+McTvPNO0cLoo1^3Gc?(sw`)pmsxlxH~dAISeaJeisHoFQk4Hn(`#70K(57(mDe1xPw*>9=;c{xf*<2G##_%H z)o-nn*5*FqKkmDxmj^#_xZ7!vzsb8gN1b_`ogCpn5&QLAsQ;u%sD|nMlDPOP^>ixf zg3=S1C|ekwir`mwpjI0c9`WbDWTEF+bzZ8;_}2Q>xcpo=Lf#8i?k^vyLWFYfydfd+ z#wujV^rH=gw+OcZJCmZlfMyU?yW2uR7eJeP=>tstueWsZ=mxqaUU@z!HhhfbjAJ;D zA3*F^WQU0@55t{%IRR?sQ5S`)-3U*z&ysRR2w!RU;4rSrhgx%;v$o#(zqsMItD^$A zI_dP` z*=*br%1!;Kr`?k*2b#??dG>7Qo{GdtVMBwYNN$15iBzr*O1(7o*>n0P3xTGQxqfEd zMm-)~&+tPRmy6w2G%>Qtf(%k@dzc$-Xv%~*>PMetyb)X{q0lZ!%+FMbTgR-u#!6KT z>>no-As-%ezkD-Y^c@mx#U*DlWaF$K(~h6L=WuWG66efKf`9c}g%H=bn9`o&l*s+t|b>H~>_ z??cg+e*Hv0?>}L*bh9%USr=$?-clFsw~#oL7?rvJPyL*@xRz<{^zl#UCDXJy+o8`r z?#Zo;;wXRpc=i#4@dXY&+8Hp_A`V}`1VeWW5cZAnxey6|2LYIN_yZ%_omKC;NFr%o z$~(hC1M>3u&1DX@Hmi#y`R$5M)E{qPWT#Y8iwyrz_&I^1&kJb`l$S3?Ly^*rGuY@ zuNiehvs4=YSJ?H5VZW_jeC%X$%V;k+7)ybw_EFl3zgS`2h;MY|8uIc8P zf6+f+@4W}u%@4Ud-%dcVKvzu$K(n0svv(b+TkzyQ*&jP7(|nlS{2XG*P&^HWP;IId z9-)(s?=%Z?S9(>fmE;;yKG zk3z}d*z(A^WT@+m@Q=6hBjtPER7A*k13Z0NiNtshYB1W+_P}vNtDC?at9thfA2xZP zw$z%r&a=`=Dwseq7+9hEXhg&N(XhewndbR8WP9N*ock%;;k%G{+7I_-Y0 zltbN5C97^EFQA0IE?ru=Wqv6b zx3cspgfkkD10VXLR*hjqtEd!bsSizz`YyKkz`%m~Z7_EYX55M#Wz9@icpJ^W!ERyW ze3fU1x>1_G?3;e|xG=-oq2HS=hwe{$Vv{Zh=x$$djTu`WIup|^##M4PomDMV^lw@B ztzfOY!Y`x^qy*T=X8KxTr)wncN3fPv=^`GymIuY8n*sgTAc~Ot>)eu;5SZTeMsT}o zU+Lu8L7MrznH$zyPk2EfKl<6NP|33ERUZ9mmHvZ$A)13z%!V0vk%I@$Li2iog(S(@ zQHFX<<2doHVzsi2dS50aaSbk`ysB;tGgX8DTO_Bs5Cfb*BrB5t?mT0H~;#P z`3?16vu_&~XAN1i-(5+?tVtkNWG*IUCK;-P5Eg^GH00$a!Snrfl9zX~>U^6N3%>P( zw!Dj#OtTM4>vmDHO%HzZ>CB8y?f^Ly`6OB{vAdA z04zU~2GZk`U!;XWWBC@NYerqqX-a^`E>bC3cuc9xNQETk8;stZs_iqKew}EN^gQ9W zP#(Q?FsK1T>my87;NE+!bKiguQX-Jot0ZK1K+FFN5h^u)J8y7`n-q{>SHflP zVWus1UdAchSkUa=$TI&uwcl?hgu7`l5gNNFI9dCskG%7R6acS zv7>Q0&`M!Tmw<)W!~D(g0_e$fXSE#wBNAt3a}jpv@`$*9i)#=)q!Z7+NjABWTi41{D-vfd7-Os)Scn@6ZB1TSkn!2FWgcOe2~eT-dB8|2+N<>p(c zaMqknZjj5ID=i3*(K)CI98}+L-2=ld^G9r~SRN;s;8s^1C7l+euqS6uaM3LKgOmS2 zaPX{CG4SfJf@KR#jDM!scjmjS`S^16vx|Ms3x}Lv6+_5{V(uAoc|r;dX2i6zuxZPzK=9TwbTmm*&*>}7$qYUf?{G%Ga{Z1k)7>k`?cFC z=^KBt16Gz@jn=*Q(zJ4(brq8QGj2s6Lj71I9io7M?9KvEU~oP!zDw5~zU1-?#O!g4 z8+}X!^SbXu{E+KF?WW24CbzOP+4vGV?Q0o?6HfzgHl*C!^TN<%RuLK|_SGbBp>ocs zyW!LKX7(0CXH*<*FDZ6E3|jAe>uI4hR;Vnjrg5E4o1pj7pPx3=1n>+Y<(|8%WS#rO zY@S2sfHvTp4%l7YZCUp9>ZPZU#X$~6z@$fxGp=KJubsFA(|MCWY_~*I+2op zzaFhwLItZPm;g$1O$$>QScZzf27Y#;Kw)UuxMWZ7 z;SKy2m62l1=ji(}e>>(Q#noA!{dx&ie~^lh#uicz!l;mTkyhvHReQ|^GUq_#Q95Yr znO~8XRRQGreOTZK!%c!rdep7*6>36EsJ{M=$tHlYFjRw<-GMpNVx$8+EY+RQk>UAu#|6vh8d2ZebGLqHQhtkC*t=~P(;?xV1GS|s2DFytc4-M*ir(yL?r41Ei zbx%uz^3Z9EcikLbE%en;q!i@D4SZ<&r-SHUN0Xc)3O09qTxpnsD}LP_9xZWE;$i#U zfe4GCM6Yk|%eXok)miC|>lFM}?6BYSd2{uM4~)HjT2cJ~f85`XH}ILvEmU*b>@5+m zO_u-TJO2E!Oh;5pjY^WD`hWPV|5EKf>&EC4SL=RwBheEf4pNdA!O|jm#rp3bjO;+| z5#CqY?~%MKjrrH>`Ck`ylO!!qoTPeQ7l>6%e?3uhA1F-Z7td%PQ8~n7QwlsohNwke z0`hMUl%Gu42H)48B0fDTqpv+a22Eh>+rzbX0N+LgwbWi6=6_Mo(V!dg05c_CoF8q{ zS12CQmIvBNHS6{fGrZ?i$?{Tw+LH`bj0{h#mFfBr*`3xyY|ef)B< zEouNXFg(FAcW?D`luptk(=~tLz(g54#A7$kq==sG-x51M1|=4MOB&#_+n$PD+Dkvj zrUGC$#hXneZWr%;cj!zCgcrU5%(IG`TCC&kPe7dh*mC3>2QtpDtva&<{g+#9_MW?K z2}km7z4lY}Nu+(+WoB!pR_q0~wDb1j;$qwP7oE|jv~Q8E0O<9jfSmt>XCn~_iAM88 zCtuXxche0F#;6-O((+y*He8mJNVi0t9fVL5%q^B{8;aKRl#Ep>Qt$w_(mP?hKaQga zoMAxZ+p2p7bW?E&4=!cAOg!Z_s4791igR9Wx5E6|h`;boQOTM(?eK1zP(jwW*G=d+ zAOeNNIRY7TvT=MNq&p2?TwMN0;({ms2(nxjbCju*w zN2sls3F1?~o3s-kr7yF2WYj3g=RM?&^ZaK{XFt*o*siQ*e7~{3T(g?O;r%73Bz^=+;p64=?Eb@ zd2~^2){)7{3{ag>rNiEg()IZs9gxDY?Tn>`Nt|7d^pxBV%MRbTwZq|jkBU6C*4784 z2Ote_di(oXL)z>>z|?s|Pp;M|^|B*^IX>-sttXu%$?Oc7QScV)~)+&@lutk*5UeIus zC4IeErYFK1UP&?=JSjVTzeN8d=eB*_2$ItkEsY~@# zc##`~rR|lU0#f*evs)eIrt{_-l0B}^cjY0q<%hvJPE8wkA=Iv+qzB?LNQpY7nHnMd zP|Zi6w*LDMDM02D1zjUAM!-N%3*{)a`|M@`C)Ybb4VDj) zZM`cdcC`e7x#G}BcK)GvQX$!%(oy_Cfna1oWPJBM1_9xsi~ATV^z-Sp#U0ee@FnY_ zfwE?x)}xyOz!HLXDFtN@fU-)cg2vAmWwL@o3VkM9%@G{ABJ`4Pkd2aeS3b^ao`Y; z`+l(mVlG!zTCZb6UlFH3jl9e}%liHRLmny_Gec;|drrtB=DOh$YmEQsVKVXR!#$qK zgsH-xNkFvm8~NCQ)Abl&C{xbmOHv2cEC3W>eIDA&FWt1du|XjB%K6WnL<Jp2#Ib-BW4<3q5{Bu<&2@W@~?VIAiJgkYG6<=4=nA z`z|3n;c7B52fu6Xl%(*ek_HIK+7c3M`=^!2Rp{2*u+lR4gLBB*JN-#FYH_EUfW(7M z+({*gl-HqxRg;S@tbf}H$^~a)n%ox>zLVk7rLBO{S@CdUqEDowu1w2cNhar2D~&?8 zhJf3iwYwg?=v-Y*K2J+%oa(dlBs;GJQ|$mdugt@gtutB@W|bfp_^Ji5J$&XEo!fPH zt)GSba!u9yWBnd%=HKoIcPL#2^8^mRcGZ3DbqaZYh&J8eP?%5`xQqzNRan78Pd@XT z4bSxygjjqKSU#0DaE&;k*t}u>?CI2K{UDF9Q0V*s)drENtt{7j-notqfx#K;BQ^T} zi;4adA|=K5Hq|Hfp%w$#f^d3^Ojkv=z~R#mY65ct&#}9)l9{@@LdU*A4!j;3nct)j zg0_mmn08pyCR|cPwR2FuHY4q9mdO3QCpGO%#0%Gf^mC@HCAr@)RQ1xL+wFG^IDz&2 zmsI7thqgPV-Hd*6Z}XC^;WNBp5E5NMxQf}-13+#10ByIYzYDCSs`ns53_r6Cs+I*E z9EjYd2$844DQOofI~EH~^?NVNL4LB#`P{26>{UReb1b|Vl+Np+5xxnpEK0pgyK9$A z4*r!%Y>SA4Kwdy%bIxk*M@^EVRD^m46iF(19SJ1V6ACLp>Gk}yToqRP9ql%a?}lb7 z0sqDv{1*D4ZSPF@yHwH(r^IFD!yrM0Y3scpB56|btlee+V#M_@!e&p zy{!1b(t7<{AoW{|jxtn6ioY4-V97qPO03%tBKyL3HOmG}Wl zNAYrQiqIjkq*6Q15{9%GH+8+9swx;RxH*9syz=ZCW{9NL2Jz~{A~-9hpBrCt`xV;+ z6mBmxH}SMQX6YtEig;sd;y#cVzNYA&PQ_J208} zP4!FM&;%5}JZ!0lQu8~J7w24v1>yK#0LC(b0l_HfuG=Dfh*;-C;~~y)XA91~{|sR$ zA&QY>^T2Xg7;?ruy~AZ|tz>YPE3iQ{n{dGkj1VMF0X`Fscs~RsHnlQc@1r>X9(q2` ze~-rhJx5Rc5UM^R9mUYq*6U)zTTfAyKOl3DyaDr}+c~Dz=Jd(xb6Im>SRMHbE80@n znMGRt-Sy0$tt-eIL4YOIgLJ`nrOd#EKF@Eo06H@JTm7TUb-B=GU-X2(tt!jvJP@3#2{D7VuG4>%3a8ep}Jzy#Uuw z`i}1PZX|{%iL=o*?o)I&LChiN@4MHTp|y3M7y_QBGNQz-kl+^I+kf0_HHMdm%je6$ z>AB}|Au zk`lNt^b8t-MPU_~f#RXDJz3HX7pW256i014(=a-S*YO%nR6Rn1 zZN+tDJCELDc*-G^8Fwg|_-lba{atItsR~i1h3_T|j66oL6JLm9vGYzi$HL0B@TKS& zr~JlU7`58&~IXd(cNp-yOyx z(HVb)Vf?2WDui^`3%6Fp(Qz-Yq`m49yw`iHIt<5iJwZBx?BX1u1X6$+}g=0>F+)CPA)1;BL;h($%}9m_|!_W!ALbh z(hCSJ-Ggeu16i!S$Vl=#m3B7mpeOArdG8ib9HGp6z?{pX9R{>VWtxuDhJ*Cyo<)2U zn_0x=j{b9GkIjjs-mhV4Ju^tMg&I;8s?Fl%wWbP29NT7p_6t>6%yL9$1Dj(advOhq zFcKtG!+xH~BJ-vx6#`9+HwTM-#ZgXzfJXx;6hiMtbOO8R4?AEVtS#(#wHE ziSK~dL~OfYkbvxb#-6?{ff$lAYC6#}#lk&_=!4=?Ftg}Q=S^y0q3i{ltcHC-~(Xmejg2E6-zxy=H2G@k2JxX#B*@T67+9J zdfk!-rmzqTAur!c58cccfZ?>XQrmqQ6&TLLS?fCln*8Q6u*xMEX=y9udS<;GcmL>Z z^W2?|?eSn$``*Bm65RR(bia>5I~s?$8|f_(0sl$9>;X9%_8ZO5Ivrc(0TEwDV9lb0 zGs@9NNs^|du^&{=Y__pY9>Ck5GsW|;t`W$UUKz%!UV9Z?=RO+(+af*{j;6Kuk(m8c z9>A8vnN{a^@e+#>kgOEzoP|`$RNuUmRJo}C$Nf4#)p-;}DJ9MIahLo>VSq^&Glg;r zs3*hLIziU<7=eYSbszqciXWE|yX^89!sA^al{Vw|-3>rkzhQ|cXtmXl#SERDSU}0cn9K!v+lu)MI{uHEy`=}g|r@-GW6Zr&ZF5c}sRk)s+ zo}5*<*6SAgfG3B^h@bgMIODqBT)SUGfa<8V#pOr*9pwBrRX?PUnh${2h}V5?k4w$Q z_kI1F0|7V>N_`m%#KQ6%vi8hAypN0v z_r6HyP&x(oq->L)FRRTSSl0?<`z(O?SKDMH!+!*M8IMf05mM@PS2*26;-{9#V))gA zupfu#R`yS_#YidQ9%IWjmkL%06n*1u@Cv$;wQd;=%!!|5&5n- zQd-U~8et0sR@T6R%8Ye#*yZi?426&hEuA>G$0x3RQY-vK^VRv?WO%Sm6*^gZ8YjRP zyyhDmY(eV1Yk^O&bx^9At`D&fW2O>YQBuI=sC^NH4GdRyh!Ej$V*U_e`1CDoMs4%a z<`O*7R4`gObUK3C()D4Ge)l`j^Qq^ds*sLQYTFU0w%h$+mxwc~dV}64o5VGOJF4s6 z>Bl$u8zgHykyXNAw0z0JjcMQRKye2o#$l{Sd#~Kd`3erl7-!nW$I2#tjS3N*Xx&g4?<lP^lJMfJkk8}sB?o4ek&sC;R^>APdyp9jKdD;KZan6e?4v`VT zm!msQ5a=g_K7q%vVSN$G4iwX_D4)Hh61?F4WXLD^zu-6^2+jf2fR(z2?OkQ{^#NWt z13$X|JAD9k5J`KNW3A=5{1~egb-#1e^EYv@a z2d&+|eeV2CcXS^L*Xuk4DwF_ZsayApgL2#(t?fee?Dr4Cb)wE)!c1f?0Nx8QGkTw` zuSMsqn7#4!BO8Js+MR~r7TJbl zIkrI23GtNRS8BlQ;Yk_C+GGTRG$^5aK9WlOpBXiRN4I(h(hnAsqy=c4(H0@$ZJ=?P z=2FQJ+A1S`vUK<2KwU^FL7`$s>^_)MDkXR=VRy#46;tXGyiVVn`xk}&kM;)4O=&aF z)4cO$=50CZc(4E(f+Jm5JzZ(6VvHhQw6~h7db*mRn$lYmdO!6XILOPLV};&Cuo?(nYw&a$+h34+hO zsbmr*fNdUC-#`mc%SBp^9PjhTdFO%QFkhuKg{Og$ZsfSuW%30N9>Z*Vg``a#*>vdJGLJnX^A~k5fruq0Bm_ml5?EU*Kx}OU4=BN*0KiH-h#LO|Tq+`i z*(<^TfuUe!RfwZkvlX4-1@{L99i0@2$-(|56hnJWBJV8!#&gc52Z@WDlA4+tz`dK) z!_8%7OnUGc_8ZYCcOyC#m6gd_V!D2|;ZBKUpFJ5=@MeL|Tml4aW@lyj!DqZ~i#~FH zS5G1L2uB6Jb)gxIH1F3ImJ@pK8Xfm&fB)d*>_*61K{g?rD#Fv~YMZGxgW|#iaPVk^ zuR*jXk2|v&`T{CgY${ItlBC;x0Ypup#c8!b_=_o;Rz}k4j?Om|KTy}*cjJSJiOHYf z`@Ui7iIT{D_o(!TjZ`noZsxf{z!)%WJ7cqX6`VcU7J2;of>~_@aaia@=!a)1R=}$^ z@(c?S0Yr2^_MosdM~Wc$R8e3+&&}4OOmVC#9j2_@8FC zvJODNXUxP8@>!Q#ASzZp0eQ_KJ$OxnuOA%;p+Cf+gOX^JPO$w@xwxhWxU-CAL8)^D z#92v1g4><{K&1=~YI-y;O$NizHN!R?2~~(*oevJy>(P2U<960>ZqdKkqoaO{1Jm;5o|Ss{ zP))_@MWz&=OU4;z6;}7}&k&Sr!ncMzH|!}oxuPuV5T5eWp*LC$5+DWV?KO2bHDCXc zMA5YSXX^k~1hNT>#!W(Hsa0O5EEH-`jxp%$y1tJ=bp$Y{iN6 z8a4Fp@KXuUOx128zXIPTFh@APDYEjjmriLt8RT{3p`x}y+sWmEi;e<`H}Bp~D&Vo3 z#t>omxu8myK=5fjFLi}obK{ljSUyvu7|hmMO>OTnOw!|Vn5+78bdu`Bb>uRF4KfhJ|MsHQ^zB`}&=u4c^lRIZpr zEEj4eFM;8O))|6>rWbUM8G=xn^(0oo$+GsyyGYGJrl+MsFMOSvxK4syy`-eO(%9st~b1*etCl&eQ| zqQCyEFV`dyr0AG69FGrw^Sm~OW?%hTM^XBEAFPkNfi)uNy9tTUtpOSvIw14B@W|q^ zk$U{G0|K*}cV-`(m6SdRx;KYLh%>baF^vT1OJi&^^Qj%qg3VJB`5NIYoo^MmsyJpP zyqMHbAQ&irF?}e~ZdUK>>l-k5HTaW`NkH!tro#%|H8A|*!=TUXYMXn4xnB%nGyN$e z0^!b(3E^8}_vG+~2y}Qt_mOZjy$WJ6LPl<|`N;f;L_bSUdShFfqN%+W5m0)}OcuPe zLY!}dxbbO(WKEHY`x#^y;2yu@9}acBNBVkcruUkG^CtwY?oCsCn-MtsjC`)Zh{vhT zT3|I?ydYve(TQ-;mau=W_}=kBl%VZJ^uZ>~W~MVXDd^Q@(byot#b%xkGse9jxI-NZ zpFR1l)_u?t4aSnAvBlf%F!$JEFO2!y^|RSUdz8RjDK2ks1Rt9P8t0P3F}Gd5jcSrC zuN1H*=6HRQ)-3Y-UoWsx3PgTh({aFg(P2g?(r9`Pyv>1P`zTSNZ_f0 zRf2*n_fNk+KIO0rv`ng`FP@)AVwWz_+297Ug{ahByPj_9$(hR~aWNbGe&tMIXkZ`# z7;f`}SnD&<_bOI739QC5#9YhAg~kYjh2k$plXimY`k|#PMxSPq!%9z?BNsv31cW_f z16r~MG4V%I%%y%g2r+ZI?Ld0Vwyd45ExmsaC};yx2JNr*417-Jv9IXe-CEYTg`4KV!>^^DuU zdC8hce<2n%aXi5|7N;&qQw&mQ`eXF(jD-=GK zu-&wq!{z$ol|QR7v?W9JkH$kQ^4!1e?o<>V$<=B)QD8m2 z^8TU$eg9eXwDuWs2X>0G_S1v>KFsD^ZB5Jx!4Yif6n%dB+%^ei@HIvZYtF=vJ8ut! zZ{QJg$I=`fAFU+HUQ?@2k@9T}r7{A|Omz>D^XBHCQ83#<5p2ME^yDF0{cxuE{2==I zeQlc8D>ltnU8MrT&TmW8hE(VwN)?OZ!At!-kMFgluf4klu3?*LPY_-mo}@m^txh31 znn&hD_kC|_1k#+}24}zriIZnpI>7Xa)DH)R57B##l1DG--N1YXF;`-b$HKu8_z-aE z;TW<=4(*$MBvkUxpIHHt+q3X^00Eswdf?M2X7u%8O}jvgSkGAu=d&H0y_A<%5?u}C z-@9O^etyHbdHtNeKZV~d16u;D7uxz3ltsMuS?|syjlgM@+^ufGdL5xr#kh6NI(Q=9 zA@qU~`nXJYiyrh8K15E6A8_;S**BAI`g!06G1chv(=qyf!k7oge)F{*22qmB-8Mi& z;XPWa?n(b~HDqPy9)++;z58B)S>G@+48mh6M~KUwWWqH#I2Zrg~h|00@W(mT+^g5TqM zxILkBXGR~&Ry734jy}CV0V9A%{v2BzL^WRM7Y|lyR!Pno)Z$#=dtm5H^G+!oE7o9Q z`koI-+$IgF7ZvD#B8>i{J(Q2{s$a|-XDfVFSNc3Sp4W;c37TE)zo{6SM+#!~#0GYT$W|j}7)Kun=7v z1CL0mQ|rZ|2Rb+(=L}sQ)0l$^IA8P&e1>8JfxLY?&d}wk1|{AOy2<<>AP)RR=;|Td z;(ldohh|m`;&ZxpA?SSW<7M6-9FBtG$;42J@@mVk4!J;9hzy>)OE{92pOJd4 zrPesdP!jhTZZs1!pTRGTkzg5P-rLQCfdgZ~>AiPeUzSm@2B?#)eUP36RR`&g!;+k) z-`?Klx!+d(luJ>)rfw3lCSiU)SFFK_b&L!@Ecy#5ho!w>5KbjeMKt^AvQ%D`;1q|c zUWyi0vJ8Q91}JRSK$bImiUTm%lsB_>7B6Enczy8DjquAQ?a=HXErRf%)HB^e2%Ekp zv6%m18oAF)f3|!CPmZ?jEhM*zsaTdW3pGZEZ{SX)1y21TsoGaPMp(l;y?T2m+*7E! zC|+KbYWVmmomPQ3?3-61(c?mddY5UoTm_K&al}kf7C5ZHW!Rlf-A`E2(M(lsTwgqJ zH9$oeNy+yEd+CoE0=NoGF5bQJgpfph)4@WPq6=RnA+7kQYlmaikssi9R!OBXV55r> z*Z?n2(b4TJVdDXU@~^u;4}KfD7i?^#E`R zgnED6886;W(~t?TN(M1%5`V-_2~G`B4_@Y*N7#8fJnQSp_gysO>c5=7&~W0r&P)Y2 z!xXMDQ_j+KxB=mLH1v+{jtJufB3s(7LOD`CvJ~oDdwSn}u5MMo)PP&XfClzhu`8In z32Qj)*U038Z$saXS2Dk6Psvq6pLaE~rG$rGbug6vycV!!{}%Z8A{+sdfKV4;U)2a{Izymrt!;lJ{%Jgc#KVdNl)XT3JJrH z%bJE&IMI`;jnASBdh3jZx#71`H?6*t21YXD`2@Qcja7g8`PD#?L?K!Dvdi9^0_Q#Z zoq|lN^I<0hwR;yTN8w26QP80`^gRq&yL!f=O?l(-0+}T4akR)=6-Yi`&~eB8OKIv& z`}Qv}Ox(s~pWz&^xUwvWLM2ZpFD@Q&w*5oJQSjH35@AI+%U3`CO@bd`aBXEpOK}mP?Zz0nN#H!K|wK1vedq#hO!TAYmZyue>ou7TfLVT=bY1l3RnQ=jHnb?Auw5 zMj90s?|w0(OOU=qOmdtt83n6|#!J6G0^r04%!w?JBpQM!46=7RAn$e>jF}Snf2X-g z2H;SPtkbs!uu@&V8U{f^cmnQqz277?W1%Y9dGK|M0i{@WZ^|rowOy8*FZ?JI?`%?P ztwke!<)k4u=BVEAP`3P!h4buhjvFdW7;Ef%q*{TRrW@_D_Z1I)`wSzYT+^Wq62;dR zyA|0t&kSq(g<>LSRky3~b;0lGCE^BQj*z^?_w+;8ErQNB*=cE{mYqG%E#H59BM7pc zwt#F(i*r)p>y(iFxV(5T2;H%m3Qh)e;aB(!j8~6C)e@Z0duW!Z5Z2@9j2)Zi0T8yC z+NdtfTMKnI`q556L3|8!o_zp7%#1txK^7$7xl{E1>SO2-2yvo>^59z{m$naa8kYI? zbKu4YZ7TI$nin9wB??GFk*Frvi-ENBIjSf*Z&m!m)(C^>!BM};417k7gRP-?ZOLe+ z9!!3`R{ts;zqJs@{xn_b8*SRLkvo5-qD#^xDc?-QqTk7qX{w?J$O~m~n&9UL3?!G^cknY*gz~_z+gjX!@Q&WZC8} zB-2=W3IPfDZLAEUSgux^ZaWavC_Vb5P*7xBJs_ind_S%pizGg@1S5>A6f7z-FwcWN zJo>sFO$J))El-5-w0jk8m+X2Ts^yZFYtzaH5Ym=7EC9`J0g`ch*dM>7ZYcgbNTMsL z>sSpaw+7((3fqgTA}Y!Xhf_{R*4eaNpK$e*d8KTJ((0&0fQ^ zUz49V6gtVV^HKyG-JPXfdEd^%tPvSAiPvqK``WG&mOh4IdaV!Gig1RZW`-z`Z$wUxb@{N)O9xhJde< z>JXC)Aert;(?EYbrW3)fu5+%W7m_eTbnL!uiDyna`|aXe&a(6G6#hTBYV~IEOB*qv zZr@gazWWyHjkwiZbZB={i<3xSs;aj!S23rKvljbKYONgtpQzAGzLug!M zPKsAux!SgXNi(fD_%q)rw8@;iu5j*;a;30EueqvtpW{J%#qEc|L6!*%637n)dlbi< zEzgJ}Si__%1axA0XR9L3dKUA#4^1Q(E0#aM4zrhlv6ca~sJanjL56aoo6aw;f1rcR;(y`F@1eTBzC0Jqc=hf&dl9Q9Qg!P@xpi+*P zRNK1Woq?G#D`hP|&4)>s>FXRYxsqK0*TV8M2eV5qhMP7R^k2|4AhbYq63ZHYfB*AW z^Guq0QSxh`nJP*ZRTQx8?7oNIk*iSI_3mQpVv!uoyb`nlyfSPQNCiqHjgZL!nK-9U zz&Z%fwJ}FOe4p|)APJ8GuYSR-fq!VYnG=IpIOnW=`Od}_jJ)k+&ssuiC_p#6%=|F$Nytj)`i zsaL|rn;#g1{Zi_lIvxJ_y2mMYZvD()wrHZlO9`a-IU1T&K`Z|JJ|n}RcGK0u63OYF zihUjis14qMpx-m4cDKI{p5t~ZC7nT%S7HQjm(fQ->wIMZQ8$4^L8uCYTdWsKnbQW9 z##s~ge3nx9u|378kU{1$+G8V=&`YWh?8X#@o2b4(gy{^G;DZ2aTsb0l`7oph5HO}G z7Dk9SdMpSUb&VL(Mn^v;0M4PU6GkVXb9PP6>pGf?`dr{@6>CJY9U9y+&I+Ks>9xZs z)oRmNEx{IyK)@qT%KAn=^I>87{+XCpO`(2mlo07mArC8Vt%sb+b?!P|x7U#4}Y{&eLi#$8~xzK= zIy##Ck^#`IAo@~&0q3&quWkq!$7V=iK6|##DiW019w*{YIGOY9PET2_@>5wX?iWWX z)CRAvvLDUztv_xP^RD{mBi#U+02Fg%lkqcbKx+RQhy}=HHcbKnuuyxJ9dUQ+Om%pe_TE^V9S@(1RQe+#NGnooT*o zxGG6HyO5o0pt77=wYh)d#a`FW1e2NatnQWQ5-_e<)|oU|-fdzbldu~#12ybRzQ*DG z0t#q#!_vkJKS6r}`LkQJotBo$PubjjH6~d4q%)uJp0dlF)Ymc{&VkUW{ODMkX*|4j zHWaDw-{1EJw_V)zQ?;o)96h~vtL*dMf3*5QtxrfhU8z&!$uVS!e_P-ar)uUf+|D| zF6AwTI~-bOXdj?-4WRcROA`8HxqE0X!Hi z%w-Q)7|bT8rmk=S?X`?-;c)e8(_l9utQe8T@ECg4vNkj;M7a|CsH6cDlNhX-q1Ndt zHSE1V&#UqD8|{aZobsHMvpHFaQ zZ8g%9%Xey9WI29=XC?@$DlsqzmS743&Nzaqj0yD8fxfsj2olO4+4e+psE<$gcY0rp zL6}N{+FEySlt&{)uC~IK{Twb09bN2})jSPRcw-kEYh_&RlS&r6!+-CX|K3*rwK7JS zgZ+W>hxOAP5*C9XO<-aG0&S;F0)RzPvZJGjS_-RH0x}nIGAme#$przO689^HD=K^x z06e5>EUPLl!=n+q_LLbq(2$;n)holWxw%_l1b*PE4d%?)+}Jra|);s84zgZ zG3QltEEwtDpd;t?fYS-WrGbYk2_j0|GEZqr<%#`%>0h5@A!PFq27c%S!kO`8MMcH#C(|r%r$`MpAmpwey5Sc4%%Wf#QOGzVodPiMsI=NF0ko_$@>)SJ#LhT~JrLsy=`;?%8%(cIcE4;W(RTz_X7 zhDT>B%W6$4m5ELMzHQ5kQ)+bQuUX0XdLY}{!1{O3J2LcnUzME)<5xEqY-T?o{|PhB zfNl+a)=XTk?Tc@jowoMd#GD-jlLXRPsC{mi39WtDd)Ss1pGW58vnxxj@D=O?oZiOL z5sXL-(5=f}?9Eai@&Nm7BG=TSb$szI1p1yo+yStw?(YKqFmAE52S%?eDd_CaYNSDo zE22>ygGJ9sR_mQ7?h9{wkaoZR{z0=!u|@TOkxk7@No7cs= z5$T8<7PAG0OiohD$$e*RpuDGYHGsghi1I5v^>^6>>ln3pgDcOOCZ;vt0(rilFA%mQD>(abiz@``je8tl}rlg6y zoXk4~V3>GKqM??`>+io7?GF|Q6dLaxSG=GY3*aXcIi`lRp_5!V*gWWtHv(_k?|fj} zg8~%18rg*5|CUMf0=FF9T4HaL1S{R?tE`%8fk*|O^|f9YUxe>j7s^FZ7b+#TDJ8Zy z2>pHhN2b*ltBn@m8?45U4RocScl$GYAf#9C^vP&YuT-*GLV5leL(es7mm$RgxAX26 zC}N|FWi`(_g|hVXmB+z;Rk?GU_Lm+P+5T|ijp*K(qk1_&TGif_SS)<{IZ^i zMf3XnK)sI=>n`8l$>Iy%gH4XDzLJMKH`<|qqvMcEB;DjX*V4`N_}^IopyI;u2fLZk zWb%l;b6DQ;25{hxu0}948Il5E#8sl<yrCicrQQ0L2Xp(Jjx%7Vw@LQ*!2UvY zpvyM5d8Im$wiH97{yTI*;{}7=PAO|pWzgcO<8|l2qA2k>87gYm(y=qsVqpIYrQ95^ zJN%LNJaWZ%00Z$UH*i+c|LEEB>iCCPrN%jtXV;DbN4CAc23R(f?+zX7sF;!;2U7}A zyuTi~7f6p4D2qV1S3KrVen-cbAdi(2)G5V6^;%4}+6?|j8(-;4B7o4k7wY~}Yj&+> z-pq?foFuyj_*V1RKG3JJ3IrSRpn2mL5cFGBe&$9I2HD`Cs}5w^*b;R$ZzU|$~bzV z0`m~oADmX$MML8NDm+=c^MOM)=S|IRNuW&ZX%|0x+_Q`!B7*L}}!?oBG|OidJ>t9>;8Ps)nHXB*$;GXv~Rtp6;P zdtO*xnRe=x`bjl9M(&F2s3sfur*;l8l)h1;eNd|$Oirrlaa%8m=CQz+6myKL!X451 zTC*E5+I*9(e8&?tR#&pC+9dy;Gd}RzmV>3#L!q~?kb$!CD@E-)7;lvk?8?Hx$dbiK6acZ96{PW8tx7ou@wMkVJ`P|5NSg}NjVBjYJ#Xt64F7gkpa zM4jJ>OZ>kMlLm{#YwtZ)4keJCwohyYV=lp7tIi4M9F}PRtnsfQ|mo-+J3Y zI|(ji7{nqN9vCYPFfJw&Gm?I^0v8 zJ5WK>jR9Xu6XPE#Go{|qAR_DC4g^aA%vVdja0iTY2!4h>J<%uMZdFf5%&wMwn|K{} znJ!4k{z?b?)gsi2N@Oa#6Jm%A!MR5E%u{(cwnVl{Iq0@zv>z)tZL;P)@=9kdmq8=@ zmpWFiY%x8Ad6f;#!xYb@B=vf+?B#gP=%!;1^c&TIuya8^0OUuF=Gd<(0I3fQ5VvHdLIswYmDULI2_MH>NOu#BP8?h|TAo zQJD&-lfh&2Ws<$)6O;1`VEE)%UR*lM)n`s&CEP)WCz2?FAazr^!+yEed;RuO+8G-p zO&7oXtalqIkLYtmau5tU0e=DCzqERtF*o>Pf9eP@7NWagPUJ84;RdFi%+yC4v{TC^ za2%pPKEEqEJY_EmexT(DRj#(eYx&c?DnNCNG4rbwY)Dk#A|!9uN~F0%n}m=YHrQNY z3rK|%^w+S4)|Sa&$bUieCZytB1JOFWEP&7>1P7H$*C8~|xrD%M8fdu)d`Tu{y;}~c zGP=alBxP&Zieee+<3@~s7?Nr>=DJ%X{V_$>F77Qz5(-_G+#o8cMy=r$Mu(K=ksCGNQEK0DS zHjLlW^SAKjXr?DOl9_HXvh)XS4_4EQ_vf{)pKG8VMc96S5e@n?3w z4OZJ#?jy5U4pb=kN0;X&J#OGy4W!x=xj(Y9&bAEf-^QM|?C&mCYCYp*7!j#tm{%FW z#fn-U7T#K5n1po+@F=Lt8(x@7uE??>IwDC95GM`P#K6?ecHVet#E2AF z)12Iy@x;ep=l{h9kSagb^nI;tOD_&&yi8AJc+lgT*0px8zdD-7$(#t*hSy^y3l%qn zW;>)-zGW%7-9L+fSR>#$B)%7u<-a-gj(P>Kq;`Rl5?-}X9)GrGgW0bU`os}Jv>04_ zRbyE|`B6g)RKQUn{${qPd>5LC0|tbbA5Q@Z6Aj)5epyHVNksnNpGljcOy|M{qhVE# z!6?+^4%8zya?;t-nIBanK^j9JkmQF3e6Lc#12v@6cYrQ~Ca@&#)?3K)iZ^h6CPl5R z{C(vzThm{W%*%g5#arH)mMR53SNdP<4d#0P%2~FeE;T{e;#nPy7`W=cr)#Vg4X*^>R3OT|L3gg*+ z%?-+F_jt-rfaoW?*!weJ8Gunz8{C6>5_0`ikNLJqUf!EyU>>njRAo5Y*?RZP2i zkjN$pm;{RNq7zlXC?&>*5xP69eV;2{i_zS}sAED9G&9*7TRz|LK0E+5OWTnly7aW| z$#k7@X;Xu9zI6X0{>Pfg*o}c2i`AIP;w&{w3*Lu@dAHSU|8IsRhVIAYKjJ*;b~dD= zqB6R03li<|>9yn<-fpweb9(O1mkYUSR5s!?tM>Ze}b?)EN%rM&(vBmx}EPv24hi+ z6@8=r-@)h;d4vF~c6oJp_9s$nNGNAwZyIo8im|bDeW<31+P&7Fpi{3$W^5Y94FDPJ z`o_gzsBBJ^JmrGCI##{2ce3nw{-Wq5 zE)OQz?*`OZeX%*i0v_G!Cm*L+UYrrx)D9$H)|pEmVK|m=mhPevzs3q~7qU-t&W+ha zO-^H7`g9pBUt7Pb7Vz>{yYJdth8)MdULT$J69!|)9hH8Z`igeo@FyDFnV(OAmaif->{Q9d#&2p^yisU z?Gy{5uxTx~Yz0Bp%cR-*lSQiHiu-X3&MwVo-31kQjWBp$X{E%qdwvKhd9^y%^4R37 zrWReOt?847tWn+olIbg^Q+`Yl(y}r#GV*Um%9mLm1B5cgLbF=V4zNn>exeEgzi*CM zDX=v6ttCek>S=ueNw9rD{Iv=ixv`2k<$<(Jt-(Iu_zp-2vD_1;Gu|O%k(2^n)2d zZ5R&Qir$`3oU=%yRu&XX>nl;`Fi=gF{gbo2q`d`&zK2S3!15^_gliC>G8q}=7|55} zpaDwM)d!-Pv)-``sP{|8}-0Qn!nGXA7aKF~92YW!Jaw3hh!0d0iE&U)X15Bng! z&#-xd8aI_ps0i1e*2X#K*vJG*2G=C|AK0=SF0?0d;ER%Pj2tg(vc|C8)9n@L$NH=V z=Z?q_Zxhst9~iNv+p8U2Ya|wDuwETAszpE-Bct5W4wL=Sz`vGmP=`V-v{AyS-?O(N zCZDs?5T-XTnG)eVPNFyGc%#du9p7cz)>@_hsM^SPCThAY?4_$!Ys^}pfD@E7T|Bsf z(*$@pbt40#L=(c%V4K@t&_Jv{ke)WsauUue*u+*Q_PZ~Zt}~##;|7CFQKd+Axk&6^ zEb1JTMNPSw2a7YvaC{SG>|(RNv4Q+HD8Q|D=j_(Jzwf=_UQxJVuL`3o+4`IK!JgQ_ z*JlbG5-ExWjBmPgWiy}Kz9y3DZ9|>xR z_RB+2!NePOHHw+8!<29es-${BOc}{&1~kb~n#1H(-yAf|4a6lTz~!>vErT$)-Cc8j zwpp-Za;#p09^(kGL6TAI0T&M@t_aHVqr?L+r(}eF}s>e)QblykN2_Q z^79wX6+Sgl_1&DHd`bP0U9bjEIgcPVdD1|gEn!0ynS4rJoJ^a0tAVqKagjhV&j_+o zYPcU5{$~rYp>k*k^Yy*5{bnOF>SwRz#8)DjFtQu(9U7Ciwp=Ppb@O*;x%!QgW2a_z z%aczdH#Rp$~yA8(pY?B z@@eL~yM&bRX?4pnHp2jgLNS-c^iRnM`QVB8qb~C#rhes(7mRKkK7SA--4+^J6*}7x zng|Yc@?NhNdt*vv6TZIKk4z^K!|JNv`ILWvP&X|zNLMez9s=AzRup+IUlybQc2R&YpXK;(FK%%xe{tC7 zTYEeu9?Xwhzk|@`2c|?XlmI~^?9JWQsNjklK&_=4-GAC}G{B4Txb^;4gd5NrINln- zG#&BrZaMbc#`u6?c0T~kVb4?l6pLFQxuwn9+$A&np52v&cL$^XKRd%07u*+PqSbHc zaC+Vs^E^HOqq#1ur+o8ng?ajVYh*omFpn(*E8!H7zBOzpqW2=j37FT;Npevl6mU#XsJ*g;60@PRu%(S>rd#04j%I$RQw_zV(xTij^I4ZHI(!O65UQc zeYsWdCW^UL@7TLUK2r?Q^#Cm4qVMY;hbTJJQg^BWPIo6sw@x%2PZjxq(FvFNM3FW< z`tGQZMc(;{V+d9^1xYY{q)oH)n zc%OMU`iU|j4QvndIVqYr`0D*)_z zU*ZQ#$PQ)z2r^AVp`XEjxKr*IL-KCE&H?>&c*g^9xc_(wnE53I(YWlrU&fB6S(1n_ zr`arPCokXQ^5)jQQ_8|M<;9h&6%!yM^gkdvC4YY*{_y+7I;-E@YD{eE<;4f?L{H;r zleuShWG@|VLG<38tGiPcn?&K2JK#Pt!-LHcx{ReK9;ix_I((_Btx*A2g|k?y9$|vI z(Wid6;{%bY$?2OP4KAD#e6zRc|i z)!E6gQ+&ZWPXlu50$8(P?Z3}Wr-@m-|3fkH1MbpFES;o3y5KL+z%%xY9xjhVyrUsG zfOy(3%b!%D`}E0BfCeW5{lPd!bjg=gVr%Hgqk2oux8XK-V?tIZyUMjP{2AFx{Oll- zrxPi(YLQ!hhYYlU$k(6yku;S6QHP4;ffAr!^u=?b8-1C^#Fdo>zYMvk>Iag&61o4f ztY4H1bIOFYQ&qp)UXAXKJ>!f&P@O`_L77=TF(Yp`Nd)TpXNHeL7W) zrLOTr_lQw(J5#i347`Of9)!sPXLtUDhA@pl$3^)sjUP>pxnD#pPh~!G>_5DW2qtlf z*t-BR&zXG}KDe=?3~V48>tf#LeLxrkiLM*}3i(Ko?zn*WT{?m?G2^&>=&$E_y{qEp2sL$msQ%R4Ni zLVyuLOLo9{Kmx;AB76Fv%!Z~xhE@F_&Hq85+Z^M@H>d27?4!#^-{-7wn&}^4KX9pb z2^tafJvvBlri}EE%yAu~P)OPeItd|RSzJ11a30^iab{{rStfSbT3oQislef47tk%H zO4A`KT3-d!pbHHz-_wWRTta(|w%2c#7kY_Ywp-b#=FO%xpWY|#2{UlVCjM8>o(A#l zcCI^gl#93VNnuA@l!$Mj#}a{07r@!ros##RdGq&^^V1l8o!v?Kb@$CxF0GYuc46P# zM^{FrD@96OnM}HItsS!}D~|O_TQ;U@bIy2A?Hk8xtr>sqby?@#Ps(DJu2juFECy4x zpUW$E-Kr07EJiNbS!QeBRF|Mt#|IKrGPcSk)7U69pH_hBJ^uBz|o-HT}kQ8*PYRt=^y)3ayv#-s@k}`em$y^}+IKL1ZLj-L7)kiwVn~J;xD6 z1SNm3*wCZ6_5~(ZJv7dXXO-01UlhKqe0SX3s-Vw8>MEbaN?*?YKO?S9IOP~ z>u|5JNq8wU`O-zA7Hc1iU38zU!Pw{-s%O71e#6}b`YeXL!EPz_FUflnPK|&UbPz&A zZChdejHV^1F4XQN$>M_H%lW$YbK6H^HGmtKF>qz6Yt&CayBxs1dTn|Vh~7{q`e3^^ zi-rt*=9Tlm(OJKh`(R|LT7pVO{9gT%CXhlu>*4_1slE~#g%FlC+y^~V{olrc!2B(} zfar}rp7>k3lys*>Jk3BiYl`fpUe%h7)%%DI{B>?040~=tTc&6B>4p$8p!s+u?UMyAz#!$V8zdlaBE}4=3Nv)E-or-8T^2 zy$Fve+R?L^&S*M!q`6Q?6gYf1Rc=zC?|3*b(Oo>DsB)yJ|jnd?K9DQQ>r zP8>0F76{gvXhry@ewpy}yt!+Y`oK#3^kZZ8kH-?6^+pel*sO-MW{uV#z1t=Ws=`+- z#-_oN`L#T!oBgFzN3u$$9~GqO!tnNSzV?FUCw%+#%H>J-vg}!N4dB)83(uI&CLiM3 z$GaBUJm z4eqz*1^yNCFRmmV-L7@zF}sV7uBBH8?|fWN1WJWTVqXELV8Xeisb=jV_KsV6rp-%Aa0m6Bf!oDj{Ls-FnXoj~7~ z1pTq9K54)Hqsf81->cAN{cOv~??aulil;-OC#MdpVbMZDpu)5xdn#%fW4154xLQzh z>6tV4)-b~#7f0hSuZ?FzN&-(m6HRuICBG+S;^c1j6Lk92`P29kMD4je8MM;I*bd-; z$>PWJA`))`UudY1M@3W?ma|>2yUCh;S>H`gbX!Ok5UFq*Smy=KRVT9xV*Aw&Axi>Z zW)UB+=*$xBE>lgC97Mc-cpTtK<7O6HpX*aI2P8c6*j(Fxy!@1h$8%FaK3hjU>!`_e zY}+3+>Uk{w1Jl)rFH(*jDl%H+xl(dBWkzJWm;(6+P)sV$h=@2R^PdcY#wuwT)d(}J zw^8Q={mSZlHl@rbQ$`bYlB&LL;_(YiO$yxvBRsX+1K1Od(`&o~f~~jSeFj7J@JG%U zqio$$Wxa4}#x>UD}5Kvr2zB~ z!J3rBcf{y3#N|UP#_6#8Id|*U)BJkB>br#rdA$>(lrLZYHJVD0aVUL#*#`H=n17wS z_85Dsm3V7jdjkfTyUqe4`6HlI5hpClgnD>aj$Co^+NG>gg{DB`by%J2jYx^Z+x~s7 zRI|0&6Rx#QE5wJDU5I%Ch2SSWy3p7oI9CF>sAsf=VZFL4|Cc_p?dpqEa$FC+)}?g} z#Nle))5_CL8I!lI!S4`vr4`zZOKfd$80_k~$1$#@j=3sfe^~Cgg3FzBimbr>h~F>S zF?m*OEplB;iya2(!JoS1yR_=wRkI|Uo==1j!r*ZZEHC{_{nI0QPJ6Xv0hzyFpCz1l}xHKgOldVAMsPim5x+rneKtW z4b>9rC7n%XVfg8Q5{Q>{_tu%NU!dt+X}c{_X9wTn{>9Xw$H$VoHOk9+U?f51g=`Zo zS70u97E>RfhlSNSDsG3{U5f?gl+4s4Y0uf#?CBdg450nmH4E@E#_=p-rm-|wAN>q) ze!|>-EjT}UZRe@NA6QQrL=KY;r5t0FmkZeElDB^l{hrqG%r(Bu4zC>6QuvQgnBdM^ zBK|i)bAVrT+z7C2^cu{weeztPS|BnWIs&|pYW9n6L;)A;kXaWYfQ-J2i{yMHgeR1_ z0>pELI4E1MlX_C#sPn!<;v}@a_YODAQWQ+#wevO-P>C6sc4(M#cA3BNi!H<(s3)W~ zDG^=68A(b0Q)kuu++nOi0M}-WXNP+?g;SMa+B8=!ufkZNIdx^#%r`9Y=H%}Fv{`k{+Xkfp$-=Wt=gh~1m8r->XVrb1GcGg$` zxE!W)lZ^YECLh*gn1=-mI9d7=c{{O@fry8szpC8;rzReN=4Cs)!JqOx{og`49RprZ z99eILNt@!_->Y4Db!Y!VbibBEw;ApS9X15U2bi=WWuh z#dZ3$0QI_})9fV<0!Yxz67L7L5j)zaiUzaxy&R_`wwgZ;T#>PB0AYt6jTvx87>B=X z_VyCK4{buXa}^~v0h70JQNV@N&lw+ln7h=({F4=-2hdJVQTCZJS*BeAPsJ5~!!AbP z)oU^s5%=)9z8v-3gizh;r1rYlW2L&R;#1mc2k*-{0;)bA1*g59^Hs20@{Pz|w=lQ! z6?GHy_1=jDJb4=T`lCiv&m{?1EDnN_Bh_=c~xIjaSG^BY%$6rR~rh|4b(j@R}T z)>g_d?CbrLoS6e(6>k*~eKI^Opx|3epG}okSL%%z63Wrb-HdmWNY)%E6h_28--%aO zCYa=h2+icOEFAL_PPXIE?Wd$XVRMe3`Qi9+i!=KoId^EA|?BNxhg1iq8#;GYLq9(Dk~rLElt~ChtkB=FXXcX*yc`&LP|eJ z{k2;-p6r#S)1ODrl-zIiigJ&OvUXb;nTy_L8O+{QFuzIMFpX!bPc`S7LN;eN%!Cm$ zMPKcFtOYEC`)(DA&VuPG1ybN$8avq43P|AA!l;q=v*X@V=yDtuR-5=`s{iT5@7z9L zi}h({m0^i{*x@g8VVfVVY&<>dTv482+kUa7eP2>#=3@nub#ha;acwh-I+1k%^yIf7 zd${PU_-EonCq;<3ig}sf67Ux}yd(9w*h$1Ac>&XCH|Ol*|?93#%o>C$5pdZEWBYxtAcd^D{LNs z7&vP--n$valgUrH9!1q~w?Tj%mTubZ1XnCGygo33{^HMplzZe00s)An=6$j||FS}+ z*AxGtk($%LduNlEyM2gC5nLu8b?5Mw)z5T4@WodnF5FN6FPXVmnIsJxSW2M8u2cM2 z%a*PG$^+dBnqH9;T=seR_(j3H#BNLZ_(!4#uiZom3sc%dgUIKR26erCb(d!PS0U29-!!?C#`Z-GU*__U24gB=akvXZ zHwMakmq{Lyok%iTxAhpX@y_L1RY?C2Q!dAc)uu?Rx)tQdbwscA57$3$3aMLW5g$sX z8a_CYV?GSkn65jI{`~n)?zu;l=;iUQ*~P1M&sE8;X?`R4Oc!L~N)BXOl${Ba){hyLaGsjo2#mM*WZv?MTcNz?`{H&fX zyAB|%?#XbpW#_f-T^Q`FX(X}^f9YGvrB+(+Xier@`zzilLYlDBkU3Z|IHdce)Z?UZ zXmL#zauN9!cj?>nZ%&6mc177)%zJWj$SGo%X7}kXZt!2zmeZf+$vO4j30j7sqttqT z>s^iwFWk)PQ+${hoU%ydBWS5}-ja%CuvjJ_!1JIk?11j&+=0$dX}3bdm`Up*b8U5w zBUOfpAi>Yc9#C`0HnGVwf00r?47WE2^m=|bx}!}E5Fls-+Yif#MWE#{S~Li9;kg=) zpeqjo&1=^_m+cQ)ka3Nx7uW>m=hd#!JUQ)vn__Y-3ZMcq*lfc&c~K!hz#mGE3d ztz+*IHyk}0{tq4gxDse2baS!QWuBhk2BfFGZaG!Hkn7t!w^FA|>COeU~} zsJMhvUOXDuy}vd4q1sx9$}!k|KY1p<^;N3;O)_>UPjNJ~+U`qbDL2*pFRoVzop-MY zsEu^agsYhIt13#lzH*%n=Ty1xFc+hH-DSv!x9i-UDaYM8`kPW#Wfy7QoL7hIruD1=ja4!Wsj|61G7Fg{k z5AA_zee$hf7BMtY3-J0^8u%M%WC1DlYNV!77qJzQJ6VtXlcJa&h7fC&%(qb$YD;WW zq>vD8l`p4H7_mi)R32q0_Isn}RsYKL-R4O6=#|xx|8EQYNys-^ZmlNM5kKA+&*nYq zUCQHE)Knh*{8~3_sn8LiyQ#!=9XF@s!ArKj9%X*J=Z7NSK}vj4{vo@H`n&T>QFXZ4|n_-`yNq{<-o2yiKXGRBY9};*z#2340jds zIwvT48sSl~*>?@=mKBoHdu6Z!Dz&|6oC4v-y6vBcIH3ULKpz>a6QduAJk?q4l%?W_ zia-;9;wfFEq2`gUL2?0vd~Y{;=Z9bm<*WO*^96B-2VmygrQmixB zx?79e^Pa{f4b!$y(6sj>GWt;k`=@smlSOHUjVnmY$kI@@1@1w;YowH%wf1$~(!|{8 zu<&^KpP}lWFKZriO4fLwZJQ^2?$YVc?+#r?v0@(_yaWsiNq;4HXVuoyKfsbc-V+aJ z7z_D_clz&O^)L7C7ChU+{uBM8dul7Ca1dF?DF!fQ*K#4(`Bph=Bsib%D{kN($cTiM zN{x?A-}4eWyGpj`rU|IF>DD7$*vgs4DYMFhs)ua8gYU9lS{@Z2vH+3ooAwN;A2R=~ zj{ZB#{UrR`ytoF&RHJRFE0Vt0J5ZrYNRwV;N|h`T@!x^(U-0g_>pn=Z-WG6Fm`=*$ zen9gjqS2@8%=~4$BJpS9_df>!X4dfrH#r$U+doCb^DzMTW!d#X{m0{fU5j56tNi-{ z{hIhq*z1K=asKT8(>L{RN%XJjpQqzy%CPezwg34y{@b7NA_K~U8Ow!I<3GJXM(Xur zsnBbC|G)m^e?Jz!=eN(hO-()RKYrd`zf_tCp%oiyyX|5VfeR)Ke<(}{_J0-=vfLKXd=UeAB|&R^pK_Z@Rrl%U{0z2N_UG5+yc z{ri9ZfAqz8?GRiB^r$y}zX3}&MP1$GL=k73Poe=dP6-y))*SY?gp1($6KUcuT(8?G z9zZ{x2$&+zFwDE3=~tK!Wfnz^xYR%N0y1M3@M(lc`+z7f;9&nFx%Q9AW3LbQS*ya^ z5o}Fkx^78vaCtPf`|;36U=FZ$8%lt$On5LfgPOS)T*QnQyIR*(f%qc6nC|na+?~IJ z6cBW5FPA(C4Sk(8YC8@8^hv1j$yw~yQROu}8&&{&Azk9uV&UpYxR;Tyc`+}!qK>H& zPp^R)%B`wDma2+uwt*r6`VRko69(Z5q?T}SHSh+01t33?qgTcq_#;i8n8|}%HU?n* zD*&)G+>0&&XPkaOiez=`Q>Z4+=Zae8Jmj^wb)uXUq-saqy4Ke3{VLQ3hB2!PoAR zWOQ|MJ&1fT;c3e~5>``LnQ+S}(P9f^?KY$Df%0$H$fL8b4GMxO0!)dfG>HU??cj02LP{%$EoDj4uc1ND(^O}sk+X%?{{dUR}{7{i| ztXKglMt{=9olx`x{U;OZeRk+kVOu_LqG*C0>JQ7s24vAE-=M|4S@R=QVqYr(*@ZrP zGP6HgwTb61lbmNZs_nMQ3=KfZBQ9Q-5+m0Ak32vr=%J@oWcuk#2Ce<`xRn-huQXh5$Ml(CX?wY&t&(9KYUg)`bdv5?)sz0ZY8&sNL=Ew9Zgy=FI;!IL|AVBId z?_|F%@ZAVVs>F9^y^&h#H@bEdbvRrkKPVD zt<*dJvBZQ2yU%o{9p*U!PYNN<({z7FZFNW$>>P-o6KQ8<36{7f&yDl!m8Z329JF&) zt55TJt%;gaCsKp`s$p=$y8)lLCfz{K;xd1f;AoJ0ktz#jeDYFz5Hfjo*m~uoyeHSt?-P!n6AzO>;nESVTlaz*C>9BG|DM>kA5MAOjcSWPH~HGvGrt zb29!Adjtl^(YKUYyCQpHKLWu6Pnce83)yggHF2q1l8?;wK<%v6s9lW}5OyoDWFj(^fH2a|{zzHC zMnJfP+V3Jfq%cJ^5EHTAu9Y^@;{$c0ySfDHyXG-qNX&*WShF$DEb5>p)KU8ivrz{= zDS(AbQ6A>?`O9%;X*zU37nHA24V5V40o#7CgjM%>yUu<$)%PLCg8WH%8Rc{_LI)F#xO6{Xo6t&Yruzb8Nbv3P@m<*r@eCA2A4D@Wao*6KBqtm86xXi{z*a|) zLTx*2wrz5W?&p zj9n8I=;KlVIE6W&Y#nVLM*c!<_;G*x)qm&BoweR3+1Vq5xsyPrA3 zDFAISk>5&_E>*wuFk3J?-It9}_ejN9J? zqA6K=Bs3R9HtqH!6lUAkh5xnug#P+h-rKO*Vi7=BV3y{29$G|C+Z+~%j~xk?ZEc~2!MxxQtxU&~_YP2GN^GN1gz zt*={O$l@isHUZx)&1_iQen_)*ioM>&hj8#k9znbmn9+Tj9e&Cvl?J>=PNPg7OP%ii zqX9Oxf=8g6g8;$pD5s2@EaKSc2ZvM_jp!Z+HP-`cE?>_Dv%D)(+o;>ugQ!!4XP`z} zx25D7Kz*tfIbuL$eaEI!{yCW6BJS%aJf~cY#_~0Vy2z}xvksu z5Q<_C2uDA3^*?5k+{Q4RSO<#I6LP+#1T6^!iPl=67eUVn>8^a&1mvz|4BWRJ$m59| z-nf%Ihtr7$E)cmoAnOb+*5$U2A}%=YgI@NRH%K6bDiI`!ixk4}j-e*@J=5==L(=4R zs*n5F5r8|a81BBEf32UFs^_qiv7v=1EdkZp-eqGw3jPB_-RWaRKJ9r>42?Pl=^1%^!uUB37Iq>2n*f^UdOC_(zg3~-4h4GD z+8pB!x&Pw@@JsGqXPXOupnS5Ig_&8dK84V2K7^4xMQ7?#5;llct4zACU7paX;af$r zGBZRKzh~(dho6D*5O=Ek*n=T zSo=AfQSjl-(0*hGA(ANJ+ZmuvXHV-Aw6P=e&Q;udcF(r)B#wh?IAl*F@=MgJRtsu1 zSqR`V7e79C)^e}CY17MxMZ=m9=q^^-7=$XxRLuUH*@~-q7SQ=AgV+J7NSa018zmA? zl5?_o_bup^e`UA@Qr(5^q^}&NkfYrVz7JZyOFxajMeTH&P9$R?Rj(Sv>K^W!yBC3u zWC?=&ntbgPYp)>_qw-GtxZ6b5nB<({(ZW7WliaEhgU9e^mP+uK)^VS@C{c!U0~k^$ zNR+{XOTz9n)^k}&&Cu@{l-W?x8*qnbbC~c;tfU-T2mqaT-+6;UB3_#hMm*C!Nn|t7 zOpzdgIeS#1lt@Pz9@D6|^U;vITxa`+x()|H8&xM&O*UAJ>( zHUp{`Cm$LG3rD(eAfI?c&96Zh?tY8vtPtdmzc0e+{I1U*806$!uD>iLNhu~D`grS4+w7qZk1OlVh^V&TvqG0! z&1(w-pWQ$Lck7-9U8BfeExi&?Q0s7BM&1XKz}TI!XU){#vpRF6SD+zKb@k}fvUNf7 zcxK}aA`gb|qV5ND)~v2!-;KSWO1EUoMSmj8*>e{EdEb4R6kY~(qWNhih z0#Zz7Sv}hZgr#mi`-C$`J~8btXs9ihIb2!}^b`iK;?)SEnwfxBy%IkFB4r)Y_wEX1 z6X{|~)iPh}OO)>9DJ#G^H#SSD*H!wAYL2!AeODd5Ra}samhpyiblQ<687{vk>RaW# zilUWD%2^%x+I9Vwb%Af8ln_i^-#+lbIT=uVFYu>I#kbAp-q^JomBbiMZTcAYfY^VM zNa+HV|)AI`y(FwVCxUckP%K&xY+%O1(?zGmIT-dlx zLA8}0lt*oT{Xvklh8nZAq{sRsXWD@J+Hp^7rMuQN54j*MkfT z^|tN?xB+UXbk_lYE*Os8*xR$h8wtS~C!QN;kAuUZ2t7!~RlO1Se9#csC?Kh8be55&dW1X_HP6yLRSC5%usbNuR2SRK#330iAZ^T@iXztlJ3 z3WBxNL$4{4fP$lll7X@qsy>pNN9wXO)zG23rM@YYINDu~TU{u7KTfP%mat05($PNdI?MG6 zWZy)>G^s%OGg&B=0!ZSIo3nn~jWb3RwoGh?tOc_90S2h97U&xfX&aY|aa)@N%jCaH zOR>c^uYpmnRX{OM)OUPc6%5;|A%a<|8bmz+xhkt0o)6^y#32tx(ZgimeN*2=+R!>3 zlRLQVjvP{Arx5q;Bl8=!MuqDq6S5)x1jW$Ir3%3{8-p3O-S^^QlgE?=kQ0D-JD0Zl^xX1$BRdkavd_pf(*}NzQEGtwjTt|(~uS~qcyCmOu^2l9-qJW(p zHu>_C7IvgpDr|xWEKg5}Kr38mhmuR6*lKYep#~~6F840-tA#4Ta?jxzq5(a+=2vt# zl1TM~!{WiL2K1;c9U2EhcOn_8Ejxc4ly|edLsSvKzMoLUPN#7pHa{ zkT61+DP!InapWpSaQ3joZxv%64rUxdY&?1rB`*jwPUPyo6mG7CK!^9|&Mtc>;VL&- zPl2v9^b$Fr1LWQW9MZ4abLZ>M(H{(jdyJx(af#C=yBU~$5^pCb)!vPpKa#h=5HNnv zU;SdnlT3OXS6vKN$B(E4tZR<8rt8=8K$r+1MM_X5G-)9}n_Dm#>l{Eg&R;h!7H z80TqM?8YKB&MGU&Z9T1A5F!zP{>bkv8@0j)j|v-9Uu7yh<+M2O=+>pav7xQ_otq;1 z+gR`at|z#CZBQ}{W3dXf9~Geegs*nT5^#qkuWIeA9B{pDl1pGui!xleUMYQCYlivgl*b?JonUPRHSYEM3WOY~TD4gcg1=6mac?EEY&h9}?{wCZ+P43*E( zwstdw`C=?#``HxMrHnU42a#y^^YG;zb&OPNj2qWm3;^IzTM}$N(YJu+Y)>C@viVT* zh3HRy91alW-ds+LpK3P_<#?Ch_c~VQ8+HL%w^SToLg?o)({^dWl@VE;pp6z-&>zD0O?J9W4-Lv+ske&hnUBt*n6q3vK;^}@E2{> zBtC!|4iplfhf}#95lW7RkxgK>>;n^NeMxd@qViu0s(Ov&yVOKx<{rI=&6b2=zocxk zaGx)rlrFF1R-m(jlnTNM%oT4)`|_Mu&1DbS28)`U<#LBB^sZN{-D8(okZGFW-a{?c ze*4q0m_hr^Q3c@X{!G!Gt>JKdJ^Q}x%q@m*WtrSHBm{ovFi$mWC;h1>%3XRJD+p3( zrsJyIs#SLp;Znz|e#>9^uoGtnEFB(P+NP|PjkSOTm*nR%8z$rAtvROI)L@SqkYFBt zT1f8o2i*5RPAGi79EhYnUNJ@HQY9V_>es7WF@DOs^6kmZR^Lpl_Q)HZ&tX}RZ>ZnX zULu`_lckjxU?iKkmO9T8HE3angs}nHSLijZtMhT&W#H48yGLn&-OmYQYwSu*%>$g8|wq*ue^sr?&k+BYHk80WXV+sCD5DH6JUy?P9JWauRt1>I`#Oc`* zXGrn#vcoRx2}Hjs^yBF+#CM$O#9wmbjP}CaG!)8=QN3atgQ#L+=M}~R4$W-d1}n{N zQ+nN6pdLiWa-zaiB!KRy`X+|HJX5SkKtwQIZBG@mCvxu%XUQ5<{6gKHMW4N|;&IWI zd5YSr^07h3_}&jdrMy@J!a)-M7tJ^LrHy0?Hb{X1%()fc}mN***wpSB59KaGg>d0IrlgKwKA3sfCTnSof7eT*($C?2JTJdhal8( zK-!z#*>7W(r%x);mpxG6 zxT@D%m0Ohu@(urk3SBnb6MG0oE|b>$xyklbP{Sxp+7GI@a*}JM=&HHmG()6lqfn&r zHTF)36WuyN*evUbr^I%2Hfpn#%|imIgf5N0aW!|}3kgBvwKG|``klrD;|w|Xw-(?~ zn%+uVJ4kbQDphS(pVuN)aI!9OeXY|ZcJNi~wx>+Ps~xMH8y{G>+(m#IG=3XmLZJ8e z=`W|blW9NW>as1d1Db!K@>t43rTD0Ii~$ulEir&dj5OvsC|xa$`aSEEy=C> z7ux6qtgEsTh<)!9TF#hsooh6#nZZY$RioN7jy};h$GCYlk|@l-e$kMvD-NuNYnhOXM0xu+|fu#)3Ia73K)B#{L zuQvID!$}TKhc@YlMxjkJ{ex5@jhek1>K3wgRF*hjIQc#N$@)h4IdYGb2$Pd$Z)9HC zAc!XvCUN8jBv!PKi;Uz#xpsnsmG1|{*m58YKSyv}kBVd_Bm?jwwbYC4eSJW>^8M(C zLS%h;pIG@fkrviS=#_S_86$1hUIvPSz%XB|-LtqSz7mFRHY8b|`69O!zfpjU*dGez zqHHR1`mReRLG!yrolI+3a}Y3!3oQwmk_Fe_FL)nWCCZdf$X2H3u&&~Yb8Qgyu}hZL za?Bv&0q7k1_e^2AEW3$aR=}S886-o+V>LneN!jNbUzPkz<>*BaDo)^9L%nc6m0cOOpA94i(`GuZ5jYo{!ps4`Yth z^D(44aE91Hd(mGu87NKL>!Uvxv;FnqLS*ow-d?1TR9f_?7Wl}5Q1swi&}9(Hi<@bW zdWJCLrFX5)vtNq}7emVrJjF6Fa$pH&V2Y;${Bkrf_rho=0F$^s`)mYY@Hqi;foXsb zSo8wEw&_u7Yzwl>-WShgh>)w;VAQDUYkA0&@;>1&|J4L?&6t;6QCVXN>EDxaI?@yt zEbwb1l!Z0y14xV#0zdu*41GJN=*MgO!oHYmywm?iA_Ml-S=HsdIjQsA2iQ}Ug{P`& zsX*e2%s>LQs7qP9KS$IM{T8!&^~Uha%)<^Y$Q$9As6m}Y(iTFP-=d@sRA|^Mf`{o* z*duXTm7SmRqm8dA&WZx92bl#oiax{1+4L8onzCFh}DN~^>dVKB_ z->oM)jHe!+$D7k=w-S=%zC5S{USi31$B!K}Ph+dfMVG!kkBTFN(4mQPiGr0i`GJW4j7m~Vwr;)#?)_-jZ$CPQL+Cj*+H!|M#U#5v2DAT*<9`&6lRll{6~J}tv;u6 zfo?T^mO~iDqeeXV7|j0|B(Y5z4~5_OY(wxI{#T=Gx@~k6C#28eIa`u*;$+fQ0S&y& z-X^g{De9Cp1^gCq(lcCx@`s;~aY+$Z*&oc_4~hhXJnUo@iT8mFbc@No9^V{A#4pk^ zbfS>MkCO)wX8B2u*R%M`3F#-@^|l6YN~wo%dIti4MplwC;XMO@o@PuxyFjGLS1(7N z_6*r!4GP`!(U_GBXbAR<@wU4eSzPf^01hJP2!ScF15__pJ<+?0S)q1ZRc#vD6OCYu z;H6-_IV`*Tl|i5!OZC?CaK#_J%3K1p+`YV%hR0&}K`kHqq2^an@LOR5Yks6U!nP+$ z4)$U{EBHZ-dl#q2xlKOa%Pd$ukW9=de@RA-)LwnJj4Y|&EAJtE@wu5C{D!bDRL$Ij z#o>itQ1Y+-;$)Ryx4ALWa=vj~UXlpIX6ZEPAT1ZWZ8^<|*vultnfccpM7AX3I*!5| zvvnX^*2ouxBXHH+R9~)m^$WUymRubP1yw+Wd;w|ziUQf0D^~pWye0XzigD(dMYNxK ziyrh3k*5<9H##tOpW!UDg+~pC!Vw*F&I_Rq>~+^(07NV@9&WWs505f*{k5c!D7mV= z9BY;@*bc4)$9x_#t2;J#&bK`uQpO3QAw_fgp`ic_uz&~i>#9g51iAk9eB-v%0s3$n zi^)ED`vxP94(sW=9kNNx0KzZN$*&46gbR4qLWd)WBav2ax+kTxlEApt3;nWu;oDm#Ya!H3%;n1=vv(8F}4k;(8s&A6R`m8pbk zjRCEZ)xdiA`1xQI6Z}H{N(LT_4!VdxGZ%cKN(U)_nR4?A5_t0}x4R35?=-gMNutGq zdp^$yL9stJqr8l`xwi@I0b7!7G2&O3qFCgv7rqaRfqiHxfZH8}0jJS97x&M%P#x2B z({8j#i&=egS<+*#v~Pcr_I**y=bL*tsDlh0dqiE>e*YNo1*S-0?|Jk>Y&9*_p7=99 zc|DH`!}%J&0t|+h3xNuWTJF9AEbC|Fh)qB74?}&RPp)cR4%uAdBH@ENne$ zU`f|Uk%NC~4-IXR$qaH%;SBg?TYeCW3(Trg5Rd#zPQ+O3hJwH0iH=GY`(j1-~kbPLep9m-XDGg!! zaJOcdp(NSqjfeY+vO3}*4tch{HrJ_VyWnQ7zY*P;2WLm}CTZrJ5uF#2X{ER|#@bSc zgPo9MEf!6(!(8M|z3`OB26A$H{@v3lv7(pb0ovZ6~T6*2ZW1`-EnkpQGY;T?+ZFYt&!yJ}XzBo7Yja{nNs=k9R& zjoWEYU~Z9ix=}qjT8RU$Sf@ZyjpbYoN;=>j(S4I5ckMsQ6uZh>dwGST2+5WW4)PC0v~U^cU2EhF!2Q}l zQS^9b#oLZwIka)zv(_x_Ze$z^>QLz$^K`;7;UJu{E8#Zt`wiGEnTJ=26SsBWw=a6R z*$;<63Qdex-kyK=%Xz;ULKyvgR*6DFZfkd56LYx?@~*!q2H&lU!fZLDfjhny434b- z_{Du(eNpgh<79sFtFHTSG>Yo>Bj%lX^d>p{Z|qhteB#AgZ4V;nSTP_t^R%`eKYBC| zV2-8-<9x>4aZb*BY9BP#2gH)b0IX?j@o%xs$UW^M%~zE-rB9+Lq5Q;ou~%Br>z3^~ zC$1I@RS4G5&|fh!=`~|aVk}K|Cm8@AT4#Jr`d@g#%o5)eUf1~qihC0-!IcGNshL^s zhK9Y)yAt^7;paIJvhKZen*@Y5Hw%)4Hxk|{#!waZxmjJ0zsre9o0(UG2lP~oYi*h; z7^~c;B)C%p*1%HDicLfPUyQwFSe4zn{;h(F(%k|gEe+BjEg>o0DV@^Y4N@YFAfSSD z3d~7&cXxN^1l}>9z1Ci9?f=^A-JduP51t2@_qfNn#&wNa)s{w}xo%Lr}+gBh!6 zo^^r~AiqliWU#Y}U2|_7KO51v9n4$bfIuHp~HtKnujRie|yDENPm3F*f z*Y4MfZbu{0KPP?DivpbU?y0x)L?@>Ev*-I+VUnJskpw;p6kF%03@XAO-nI-3{@D>L zA1KXyeO!OsN7EOKn`lyYAKLI93M?tj&Q_Y1Z%$brD~@EvnjYGWJa=m?sS?H!8@rs3 zU@Kx4Mv5e4Z}$W$20YiX1J*eC44kp-YvP4i?R1k?|e#>?V1Dn3S zDM0tJ7P=pbE&{|EXNyBP9u8Zj5(cS#E9N=?aaEwe#fR%~k(R7sxXuE^i%}@o!EV3x z+4_ibJ`T^qq?Kz}it-{u&AZ~amf^hnDSbKYtV0^?xfBd{Y6Cv={60o6 zB18vnJw`@x<~^-6Z@)}|yW7-!EfwAqXQHzOC!Y~E*94~nGcD^kztb#vxn9SdWmcLX z38nMsPC##cP0Tx6v1KzMOP9v!nMz0bxAQV>Goy5lwJL*@APIM_ifuhhIC$P2m-f1dqn0ognj z>a;UXcpWh(MFCsk+BpKH>s*+YORkRXWtx3E;W`Lbsy14L$H+p~+$l(*I7woimki)} zL+^H=y?EPPM&Kqe?F!nG;2e1=s@YHAf2tWfdbzw1W-1gG8^f+_Oa5#Zy!DNw~7P+|R& z!D8S)Rb!viA29ADMemr1VU|W%D9xjI@r%L^0E38e9&pUkQb`Ym2*C_af|xyEOm8_bF#hIQ8)(*EVdnT*IYz?iT;V0o zT2bkkN;o-eb#6v#2;sS9IT3QyX=+F?SlJd2_7fqA;ye7rz7{B-d>0UW@M&N9I;CnzIhre^|59tmMT-f2 z@N-)B=4ZkMj^bWen1<#G<*r2&RKMCwE1&flj@V39y)ExdINt}nnpwS(&#ZZz`RaaE zwgW3uamoZoGbM*dDP&Sffn*6{U+&ZR6EI14B=5_F8>?@-shy%K=P?xAepF*^O~Fdk zrJePlU}p+W7p3*y=uK80i7e0gc(~Z~rq2h~;Zxz|PWB|ulR5KxG~a5JYr(Tz9xM6! zXbq~mg0JVz_Bc11vKZe}@VqoeqwTXN``ht+`OH5eavjWk5tLn*44+{B%^rZI89bMj zq~n}?1zzrw_=lVth;X{_O*$M8#)LupxJU42*XS#Mh%v-$vC(fGa3eSv85zO0SDWkq zWa{P^8^;{|SeyA$Hl25jKKS~qhZ(~LCp1>W9DkC+8!i?t?H3_De&rob0u8|TEYc8h3Z6S`&-Da+UYkC3LR}0f?rjm$m zrBcqC<)g}ecm2)P@k&hp{`SNxHaZ&ZB$wH%OWU!J6E4dwoJRc0taaK3&K8xM_{Xmy z2BNTZyXI%kPPZW4Vo!&Z!k})XI9l%y_U*NF>If!N1BVONTe)xDtDFT;;xM9yd%XeJ z{W=%4G`q3&kCFo-nh?y6`0{p^^(2k0Mc&!CwBX%O7mCIrejK{dYOSi)Oj@Ob&=PX* zB+?U|v;KnPe5AmaS$v@)m^-HTh0R&4YyC(}?~Rktp$;6@(;SY2!cR4#-gvJ>`!0qO zYw%E|*j9O=kwF}}+TfDccfm#v)z5&fa{>0gDT8voW;Av$o87dR1wKG&V*F_Ua*bHQ~5RdfSAZG9k9&sob1>COhW z>i2tl5O}S1on<)jjrPGQ@kI@c48;mt$qy8$G=AWy5nTwl6spd-sOt(>nD&@bI=9vh z5`OB_gU%m1K6^ZDtDE{UFRCkZ%IEF=Wv$x8YW3;8?fzsfZA0RY+1-Jq?N>4qfjM4M z4#S!YMaQ8U*Mr?%mI&QHE%kSc%#M=1I)>-GygseEX?oFb%xnnt(=%$Xdmb~Va;>_2 z=HRUUTBxKL*UW@%{|c*BmiY@oZkN+}(~;V;OTKQLue?$G6@UY< zG$I)8)1OTSwB~R-K?8H>jrfmZ4V80HjU*QOn9G3PV57+7(-*E;yB0m4&qZ8Mysphz?=XWN@pi5H&N#H(#>G(E@1OZi+EJ|b)M6+UYL z&`t#TWF(_u1VT*BGUG6V#7Y^+u`I#%=kxP(rVbQk8hb?6?yT<#>mFB~l7fcuXImb@ zt7^x~%6dV^nP-<&31nTCNP<#3nd}4nBX*-BfU9X7!*Be$OEEBadlTa->F7i5H4B~K zVuH$zKUU(=INZca=**e!eZ8gh8uiF(^-k!)1j9W^F+`9{HCO1QOWu1Jz)+#g4CrTU zFG8fKOOm;kZu0iBZh;#>T;uL1`sNB7df>REQ_ck%lmz@|N zSPo(-|B$o2;a_$Q7fW0c1e9;EccT=SzLeJ29tRB{6Cd?D3d8w<&gWF?F%T9vL>ZXK zVGm4)&ai{XB$#ad`!a1{=J(6bOin!9-+Ik0E!j_v8p#>I5oiLie>%DmJ|Q>f%Tfj= z8@aL%x}Ff`=HLWd4o0%8u;3vVaq@8BC(8~UJ>o0CxB+0LAW?ej==jiidC@j+aCA)ffQhrY*t*A|-+)zz@3BxP7)zBYbK zDcwM9Q_}_v^jiKfG6ZQWtgmx@*u>PaYxE?F z&|==h+;0jd2ebESmdxQ7onb!49Tt3!rlxHlWZ)1H_KNp#KWjbBv42acctml-!6=&4 zZfoFfcc4(u8DDG*)Fa>2JTOt!wgg^5rKTnE;$g>0P!14;O>Y<^g-acCe{OryVUNf2 zq&~0$s23lqdfpIAO<(vH;?-XtkEGrRJuaaqh&wIzJi>Rg(^%xo8hCvQ`obv(UI!k> z7B0BrH?!RBXB$-B(Z6!g4~7@+Zx>PlU#HLRBkh77mh^SQXFTixg-5 zGZorjaE?j{1Z!c0_6LPldR2$)gM6u1Yo9tf-pFI$TQ)~x~+YV6YVu%54laEKg! zW4vyBDyTn+8~J+h0^e|{eRrxn0*`D(BDHs4b6YLc9^q<()T9R>>GgM{cWPE*ZU$y+ zX$v*d+E^=#vS|}CUtNAa2kCAf-P&G%I&6BXWrEKZ8$2mI-YJ&qhaz*IucRviDIPpd ztngZsgzYF}(uROnuKSzvM;jDsbNx-G38_nAfY#=-Uf_E1%d?cJxe|I`xBviquZRXS3pT(tPBITcZ)<( zecw#lA;M+Jj=(XL#TMfi@fzB?4BgDlLCeer3TXCzlpT1T(hDF-Dyv8O)f3xKFAguj zEq1yeJ3VHf-1PzbyQ=$R9KM7|CdL7}DQ_X>V%U;y7I4S09@x$s+W34lXqsUth@iPg zM&m=7l{rl&mF#J#HZNZy_#<5r!+yl;(qWS$ZSZSJFpCq~V?H;W&ai^ccQNy3`#rI0 z@*^|MCJdYLanY5mqalyu!)sySu&EpCA z4H8tCq67_u%6F^q!v&t!2YDYnRGdjqCaGK%y@x*%an=KDri$B_{h!ZSyAk#f8EDOS z%*t90W-Uol>UCoUg3l5FVu}Wwb!?pLALM^n@?ou zu_VRuYkT7}+2aNz=3{H9#!~jtAS`%P?HjCT@>Ri+46TqpA+WB1pQiq!@zOsXvGZk} zUh*!3IK?ru{pEOw)M3{juUP)m;ExSw_oA%DocAO-@=$Bo<=qUD1nODw^Sje;mPvPz~k-Rg0N*XPYM?6;6YI!2aCvaXog( zXWI1HE1cwyhPr+nKltL5XobFGgI`9NM@;C2l_G{hKAZeXhFpLi-aDCvOy^*1_d~t# z$uQ)+#eUceBev^--U(92UeEI~Q}ndYEmC$ep^;%t@Ty+&fUPvtJ5 z3n?&N>JG6MZ=OG_f3$ZP_*z-F7eC|Eu+;jukQemC{Hr%{p`JbX_fo5p!$bKmG2pM- zvcgYgzJwRRj9`Z8!f^?r4PP2OK7qpt=QK=cQ7@CAFcUtF0E7-jmS>WWV;-$;7Zg|B z`J5H#P0{#}AWP<4?C9P9!6;g+X?dITcqmlZ=PJp^oH)kCAzq~L(;|1}rnKSC&>sJocA?Bi_G>%pH}kiO>$pcmi-A-d4u8B6y1;2O-a!my~1Mgz7Q>}2;-Y0mWs%8 zy&VU2y?bYGhSS)(=(6Y8xV3&iCc~hc*pCMmrlu6Khv)jZFRlHUn7rsg z?`Ig))lJ?(+;IJYdq$ilBvEXntgHCuYEoV^7sCak0SbH1ZhkHK9_lA**(PVld)DqV zg7$dmJi6}Ux?|C|@WqS21hA6B4WIHwW5Ncxg+G4=NWwZeqs&b}-v%?=u~1 zC`Tr7AUX+7!drKKh{`ls8(is_^!40L=J!}$wdz-$flkt5o~%s5nuE!-TegXUYMxV% zi)ikR*f83kJq$sPYB;LLJAXo|^uF!oq~e)A8MbL)+GkT=ztvi}{z6L5M$zGgzrRS} zgH0{_Szlb9YhGzjT=79n633O(6~#}by&Ty$WeSw;6;`!=rB83hW!~MSioFn%@VX{u z8ekF}dtHp-U2(ti<(-bBJ7aBa^F0wLz7)D! z{=##WKgM85p#l-~)qpz;s~i0?XfeQtBJ(=ru~P!J(MvfNjOB_zfNpO&)^rW-_My=4 zUu==b@+`B_o8>?K3?P6xp*J{V_uFy12iE`yZm#m7(F6PsUIzJDa z4O~g?H5S42r!&K_`GQ9JGrZ%4!MIN=QsQ`1^BA26A^gcZywtM6Bp%vpMwt5UYwyC2 zMyP^!C~z$#k>XLaLti0gtY+Tv+h9B=-Bl=pPv4funCwhx6cZZt)_3+BE_4fgv4nQ5 zzBj-D@O{7{MKK1VvSg;ihtXbTny8cY5( zQ|1IXIUn!DU_I@6k zuFGWKDoXWu2;?U|XW%9JNkNl|kdoRP`ml{5&+tt$teT-LKH@{QIQy+@DaK^_#Iy1iA!YUV7;+!7gTPhqy#6Ja>DtsSoh zkt7x8d3CFK-c@2TIR6i23tx>A>0zi-Lt zLL3GL?^Lj0J-K8XUvl|7a+88c<0CP=_8eU37inHW&9@nbe~Ez_j2?W$3;!5mU^T#8 z3$M$G;=WrEx@)mZ;EYdZ%8m6Q^Pa8n?9-@bhIpPL`kam5qqkLz!+Khw18EWsksUd= zGI-dcZ1?1RLZwD%PenAaRgPJnwix2VLj614(JqZ1vcG!%@;bDF&}H5&UnONxb&J*u z_90&6(0(LpKSBH%;=w-aaJII+iz4PzKGjZ-3P|DzqPlE59pmmfme66BqK}PR(DBOk z1*Z%|%*M0DsamKzB%XBn9Sbg(b3-nLv%CE(mWU-qa`p)VNpqmjbd#YJvWNXjfB68; z(je#2f7}FsJ{s&6A7Dc&MQ^lWV#LB_J@y2&p~Hp2-@Zx847`oVLH^-7<=;E5Md;aO zZ!AUrWvu)VFrBW8OBLVcw>TN+V|3Jnl|}M}EmI%ALgANqTBSW6?jM?n!~{0#C504m z8i6glrc7ce$K6o7uj_YF8heRMlAjYlPP;v7b)?u2I4QvsH*%C7U_YOoOXD;^Kk+Ly z>ZL;G*JjhAS)FB`{K&j>mosZa>C7?~$Lq5D$-JA?!}&1MR%2}~?dGKJFh%p2Pp4I$ z@#^@!jB5e@ojB`g{?9g)>6035ui*(R^)$6F=Ub@@8dVMD&L-N(-rSmK+v>5sJEKunIrviM(3bb7t$Z%CmVllWia!Dvnz|$kXUb z%jH*-uG8F?{rpyGA~Avs+%tTOl-qPTpQ204p~L?xUNd-ggTdqHY#At{p< zUGM;`EATN@x zN9GfKNn~7+#mQBqk=&ZGG-XYX9O<|gT>rG_RYaDpF6AcamaUMo(2Gk!nSrE~UMTlc z#Y6l7oSH)J(8ww<8`1JMQaT{`=^ADj&ku2L8;2Zr^$qc{ z0+4Y;*)U%P*mLYiNfD`Yz(CwgRMZoa<m zS|8@dzmhz!H3+5T^>v){@ON|C@BcP~|GENNAjdO=vbQim!sZa@#RnXqQSRyR#NisP!CGsts_^X% zdZwuQifwP+O$&jM3yRB~{pzDV+z5rs(wPf58+P}IV9nKeF0Kk{L$cN@bwjL?sHWuI znR5m6+H?cm(v~ZJ6hyW#~BIORJ`0Ww-1Fv^7_wp9u%( zMXT>HuaZim0ynw{*rfkjTW0QHZB;P~Ze6_kueDV*4wJc8S(g*J+C#hFHT!(^GJ#+h z#jrn+FHKRQ<^(;vWHEY&w)8D7mXM-Lrc1)$=+*P{1U$VMnh4Bu?H%MVZ zGEj#OeU7M25xj&<^Dyj`%^UKCvJ)Pn`~=`sS<`}G`TPL-(oq-jMsdImVj^;~x@+fx z7!Z39jf0>mXz0j2h;?P64Q%y$h@qvs;`}U3Cyh;{Sq&rOdy!c8xV$V!v)KNKGKD_1?QBmJTPo4fSv{r;Fa zu8LUViDi+F{2ORm-G`IQx%T80hq}P*=h;7Ne@`s%EZe2tEAKj`~CO%tFy?Z83QcqMm9m{6$|L)Ya~QXy6hJ(MW+_h zS>F)kbKAQ)bxS7+8_R1N>2N*{>v0|3}wbE3T0 zwlWp2m>}%q+#U6v?K_BQh9H23$lLDTUoH|(L#2Vdh9t1taaPRlJC)@79*^3OpZvcA zaR3*OVNj0aSMKnfK^XP#;^pD!^7v9I)s>_gj-IKYWo4!!ZZ2xKpFN6V;$1pOG&UMN z(C^sSvcr(Tydh%Pgx0+f&WYv;b4OE8beDp+<=*}2hlI4vz0<_2f4))w$i7w32x z`}5fhl}y&2P>5r?*N0{YeoAI`h=CxkKpZ6#HtwKDlJe^Ot`dsFI{A zo1wQUOgg(zDL!5aNWcE6hj=~CY}uV0;j8W4XR@pqw?d%p@$>unG=mRH(hl`TaEG-| zTjs7^tXwRyYVU_a5xAmLID!cr<{A_)&ne`WqQ;&>T7Nxs)(}psWc=t}{)@*(KTwGG zwLjwlhUBPl(WCdU%Vk?iq|5k+1!;-Q!c)__Qo^79o0h%Il$KaSw8q0*-ADA#tn4)! zQCs&LQpXdRi}prJidw%9Gd3j6)77!5_x-K z&jAXy(lWj`|w16c+S8FiLz2;+nvl}3n4;Ek@0+6qDw z8PxLDoAYm_M+C1~-octBzc?K~#@E(|Tr?cudIO1`&1(;-lbsns3G7^-!@1e)SX=Lt z)bTJsHU`X`)gGUebG7bo+CJ1$K9ni=nJx=3YS7O<_whVJ+0&zHTF8gB$^YQ*kyg{N zW;`mH>=F2-zMCVj$Z~a>?*+l<^8Tsym4r_G+f^bru@h{0c`@K4t)LA|&{Tt?aqW;P z)+WuL*7C~5?GSi(Vy3FS!h(C2(~Sg*|IXbmf0w;&pSN{?(S8)sOV*ny1U1wc4dCz0 z_T%Ho0c$OK(pa`%6Ku%V%vJ zT-HY+{-oi2Qg59d!}T)!e|IMDs9Kk!3l4GcbZvm^Hyhi%c&egBk{pNC?}a8T6Qfyl z@!T8iTKOJI8eB}~ZfMPwx)cp?F1Khgu62ZvosF==sc!)ZIkXI7ZWLDcRitX)A`bl1a4kPmhu6qEt9 zOkQ};+w_{R1jUoZucC>$iZFWDe(Mvm4sH%^t*AwyNxZreE8dVz)1O4e$t^!8u{|fv zsP-{f+x9=%4|tl)5W~~Vu|c$0hxeLIt#8Nui+htJDhde=4Z_S9zbjIvS9KFlnONWV zF^=!0=NCt;eRmpt#ctPGbk5~^xnJsCRwdiwgI8~#M#2}8CFpg7A7@5bTfLQ9mxNUP z`=CLm#09l4K;rBA!cU+Um$I6GKPq-a6gc6YWPDe=p5>t!lcMCEx6 z6@5>lMH5riUM0>4#kXIXDw{cMw!D|pQNzF|VP`8rKFy9`I=&_ja<}|D3qSyz6+dea z&7s2;F%XpQM`1CZtCZ)4np`9dv!=aYmo!Z*AM^!-s2cZE+Pq7Rv1D_GZc1=@4ih)nf|B4K5_%G9gfXIoT{ zG7rRI#|hrYU?#AuiJvTbl9~rOUJ}|lib!=M^AU%6oI5pboQ<<^u6O_#AxsD#y- zUoV1KjT!u;Oa*r2m&qg>_*@huM0$*{e6Y5wj*y>Y)yD74dmQ{$=RYGyFPo9vm&3}d z)#9n5k#ALP+FK?lLDve0MMsyXnPPMpC}(Cgj(WdgIM0CdF{4xJP_hInm6 zXl0vO5&1S%iy5!vzJ=bDruP5EDz})0fRK_mMKxEG91BV40hI}4WZt9l18=i-+&Bd& z^#qvk<@t{S(-jPH_u>7vDdeoJNa+>QK9+7WRraAp&mFA=whw_E&1K<9<)3VUc*cz7 zM$mHnwZ}QFqzhbiZR)h&$=nQQjkgOp!r)?`4l1$N{Z8{no-?z?5jCz5OI_s3rrVKl) z$d|uK%=0>Ji*UYxLyVnxC0AJN3>4b3QvalfsU+8&M6v&ba$KF6lP&GQd;2`VHMX1X zcS`s*?ek;g1gVq=qmc?I1l}Efr-=qxs<>C4yORf1GLFxJ1FnzMYO)UJC@~Nog#9H# z2p`)-%xWd`Vq3b0^Lpj(6gNt8!Xa>IEXkRLCpb$mygoWJvEePDcsn0Rf{Ge+1oZC8 zNx-gru|$JI#^p_R0(wFQlhz%spY1VLgrXDZop^=Ej}MN4Vg0V$N-s3CElM^^w5&Vx znPYn+hV=!Yt(sdFbwDK!?!inn^Q!lwm3iTtM_3KFNO}KFqlC-v>yI9LevFI~@!^p?TWm^8%D$Xylg89l7y;*F<^&-wC zo!M1RHU;6kLfCrkFkeTpJyGOhSMp(Ep{_y9T*}*I2>Gkj9D~93 zRTrzHKAu`T=qF_IPbhhNUMdO+AUvD{SHQJSo3tcd_bvyS{KWRahlB-8--kYvqQ+4@ ziTgnE0fOxqPNhnruL~yMSIzhk^7%jfpc_awz4zTJSxlpuJVA<4L!9#Adm3SF?>S07y2&S%34Ag zvDBe|?tKvHQP$~8TiL*&&=CTM*Xc6fE_-5MEGmX)uLZ>+dpDBkHpU;vk7X*}V-=@L z&w44bd{pBSzdZc?xO(hhm;YCh ze)6CK!yR^+8tdej#NuQSMdG+{^JawK?7Iq@fsG#PgcZ=S8(%^g1D@NE5=SJydK`in z{2dnfs?u=%b@|a8XRVI1S7F)5%~e)ap3z$Kf~hhK(WD<$R%Tqp4tzmRA_)u?aK33z zrzq1iLMa#C)I1y)JpV)S;>Z1AlPXWeew0a`_0^4=ZEitcy+^>^O_d%PdH%HY+L;o% zDHket;@)FoU?=2Y>ynw-F8V4vtgFD^9D}361BqLmsP=m0HBAR_1`n+{t=}BTqI4=c zHs|vLf2Fk#m3Ic@cyVTdydO{}n1vc@?^hUv5;V;2yYYRNoqx`9(cZ;%vfo;7qXJ$1 zt;0SnwyV-%t3Qorgz2?Wb_@iS!O!Ga-Zd`&;Ns<-8@%6l&S{hM6iw|4mF2#B9=mwm04VKyOntiamUy+h|9;SZxiskUk zkZolMu7Q z0AFUU_xY3kibr#==O|#Lyq;GQg4cnPC2{%a@rzyAXwAL?^6T5*QIpd7vGA=q92GA` zF-33Wc(UyDJFvN*JtI5D@yN_a7i<;vczZRX+K6n@&Bq4V?pNQ{y3rlN>JKS(DN2o) ziiUp7Hpo&eB*EG4c1W>gf5F@bX}FFSMDxSkO_$heTUU{>xk%<#WN0OS1g`x+U9f}P z85fk$T6?x!T^r>#0ZpRSiWnvR$Ap{Um}@>Db>0h?wlg*%O{a+dlH;FWt{fh>tVa*w z_K02socmKJ6LA`5-7!S2q$(C{c8`OKoIExkRVXf31#I&zjty_ZAVVHw` z&uF3Ad)k37?#0bmuF360_fW_^CN?_z$iR&Ori{F{Q}R^F%ezgkiIpsY=&rp;LcNl0 zxahL}_U)2@#U`KcoUvDL)qBevIq`${0TRjMT{K#C(dV3|Em{}2wQ4(UA(?r8l(IXz z`FK>d&gW<12Wz_573;jc2-nH|i92|%+HISyo>T;ulNr}ved-is3tMvc_y>()C3E~%=FRNJu1y#BeB5f1EB%<7y?M~2 ziGcUf8Wo)&Fbp>)cAduZDd?SKaN z++2M^bH&hZ`5k0i%A4r7Rl-6#(k7-OU#S@qc6jV71X1T}W2vESt#9yi_H5G=tXU-^qlN1^tgxuq(L5z`iCOU(wmFIzLSe}}|d5R5Z$^eV3lT z`kIFUlnQ*?`ARoRQAeg6eM$!;9aK16Hn`Ol@}$rNNtS{mz8voSFUB_@DY^S2K>fLTIsjT&4sA@tO+_X!TEr1*NdP^%a)dG?|4{ z>94SBf@5hBsZhOFThWEm`NA=`uA?-S^ci2m;y9{I4ad~EHc5RpT!Umy^QW3_}7?!Ub8G{mTj`nf3G5-7$XoU83!g zQA6JGje(gW9)y&vf8f+lxe?umFN5mDYVf0PEOp!gsi9Zi=UREzv9H0kLgi|CGfEb23h|>SAFOurovQLy#x)$K#qsM#GP_YH%#k?% zwl>q5n_tiHXbCBjglCvOR061`x!0*b9qGD;6N&uwAJ0cTxacd1M|$j4n=|dsEb^DR z<%cBb%zuc<&E|&_`~UIx{TnX%-y)wrQ#|rwkJQTfzrxAiV*U_CJVndqeT`!x1%8oV z5sgnlLp!^Nd1~8hC5kIg+8A(-*8vENA$$dB1>OL>Geg-3{=YbH{vE!58xE8oGy2Iv zE-(8f6TmNmWkg2g>bXSDYriHSUlRqdgi1nS5Y+Bg%y#vF{fmmvWhw>t zgC=v^8&W*$N04L42X2N;9&pql+Z(z9*%7gX@Fx%xoEk;Um7=EWmP?C1ch;OvpuG*y zezU<%C3PjkpZ=pE#?J!oFR{p)Y+2T?ew?&D2YQV2JToAVtq-_5WIa4Q+QKeg9eJ?F z#dZi>%#LU~bWyE?aClCHCnzO9t$^~q5U5&V=haY7mjy2u2|6{JX*%V+ugdZQV^;I^ zwKh0nwAPKsAQY=tTlf_%KT}hh^{d=7r7)sH1{$R zyFoKzL47KZqiJmF-*X!Nm&GzBmSu0sQIKpIRq*-|oPBpSyCJAnv65}&`?jNS1>Lx# z=SC0Krbpnc9qM2f;B^@ApZUA~eg*APzp0;-rD*`&O+g9K6XWgGJk-bMCRNbOJ&Amj?)LhOT{IYF zYdH_^Kd$k&obZ6AF|l&|j;nbg z8z5}g=}M;)z>UvHC`K57h4=MOn-r&hEV?V>l&@QqW_O4Q=mXmEM2+ihF9Eu`lqBA_ z`mLdurl38)HN=;<{lL^j_ccdiy?JO zj-OKEW;OH&H*kpBUmf~%QiOc1s(Rz`X$0;CF&)UThNn3r_`t0|a0PPhN;KcH`bpVM z9rUJ-=`O>4n=axe37V!xO#<>|oP0*pj33E1J#z;o?jEb{GM<-Q>YF}0AryxuFHWEY z*B+G_^7wI|-B^o{W7ElnL*ocdn{9hl$c$)#JQq@JkQHq71!#2Ete(i<(fjJKmcv77R&Z*wT; zH$U90@LK0jMS_|o*|rc9+p_QSu*et1ijtjRUVRYlVsaG|0p;7{R$?lWV`__M&KSMW zsWUu!WA|CSFTbF&Q^lFMe$0+g&a!(0Va_Ix@TaAx zANmTdF_=B0B8vZ7|Em2JwS{LFyM$4O#CzR0?<3pSYL}ylLmB8FJu2&h9Psr%U~hy% z|D?&xW$e#5{Q*|ckLzg*2lM+yf+|kiJ0mJ%PQT=yJ@WS@Cr3hpe^Kbc#6VDFboXUB zo^{{(-PN>KJ|L(yz~3=XL-6_@$aud|%YOZ=lnrwE85X&$}hC`HToPyzR9!X2giU&&NQ45@(wMqH$67wDk8+qBZ0b(w)gK35 zoPjzmrF!i0Xr+60s5BD(qZjEw{^lM-w`*^F;z`j0 zh@QDo)_MGt5|M*v5Q1>o53AZ37>I}uh2Q?aU;O^~`4WU$3^~^CRn6c;3bQopuPLOy zvBr5Kdb>F!Nj4VX6@o@OTp$R@!{61g49@St3;aW;d5HX;*tR~FgrK$YrP+9)hQ&mY zPSoq zC=lm5JV%aHQRn=$*!a*|b{67Q_a-3+W$>gV5SN#QdIm$a*q}{?z`sYjUT@NI6AUa= zl=EbzQe_GFc?K?k|83%Uv3B`Z^w#$R`QQfdPqKUus;p;*yJ@)||J&#IU;k)<|HzR1 z7u5jr6H=5}LyQUSZviTT>WnMYDDy3QSV#yv;DC5n#(%jOFwHn8?|qEzbbB_ja|r+N zx^5`a)$YDq+97hZ^RAst8^h29^+|=nAY}uGdR+Tp2$?r` zEjrGeBu}r>^ zmHej6d1w4RaV#cUwd<;&1K5D+Jl3_{w{oXL5sWwq6Kh}zT%=l+7P;-wqy=YK!C@1+ z9#J+_F{iyt!5B{lWHGg^Mi6xBc*+zFY->ckOsX<9lMD>hoHi`r9>TA4NN2$(tvNFA20C z8?#O6-)6+%o^o~(Kf{isAS7L2C%8hI#Ub{8QJ4Og82 ziCkfPcLn$!Z5Xjtoy4h74zZhlRN5{GS|2u9V7x5EdDNsX+D@TetWhq(s8J?X$Jjbg zXH33)Ov(6im*!I+=Y-h`#yQrXrC{Ps)ox7pNL>nqS6$T~LsPB7 zXktO~FMYzGCo4jVfI#EA>9um4x<&CDxOulP@I4mw&%WWurm;|)#QBEQIt`;l*WmQtBSj9nSlp2r;KkHsJJu!%*BF$#2I@QtN91Q z+{@)-Wqy(+`bgUJRK~)p2kYv;gU3+p_8#Nw8Gp~_XeL4ba4<6ToG9^^@QTe)dzf21 zR>Ai3@bEK%c$k(Ak9na=yOQo>!7grU6+VKuO> z)--H3Rq|dAxfFix5c^!9EBYlF^Wqw5O209U{bO`$qSsz~VEO~fW*{0ZIwLeW$|-T3 z7Sz)e2&AMYam9Ska`=bF;6JU*N^Cz^CB~>6zfn99`?YYL3yrpZGNA!=L#mk_KKtyg zYOnqwiymDhY^z)J0;z*`Em#IB!z5Km?{;^!VOhh69ACvlo53WwN0=B*GbiAfh>1p}&~)2)%S7hIoWqV4c6!R$l5Zq;8HM}i(! zLWCyqM@`QwQGKf87I#L)e5C4Ei?6au&N8*d#Fs>iv)-gnyy8@0w^8S6;~dc??A_%^ zx=v3U81jA?%g)!i6cZK>ls-Zg<6p03gvvEu=8PGtOI6q{iLCU;jsWC<-a%AA!@y^* z$nHynO615e-S$(;(veJq$5Hr0zli=kT~YtwkBPF@$|uHfG;5AkrOjVEfX|R$KTS~0 z@4)z91I6}T|qRgYUVL0}s>#d(1}_8zKXun{?C!2`kDQ)QF=d!ysk6E{e= z572<^(fA8=e^n2n9M8toB-t=j zR9?;IHE|;bOl@Fed00}cQ2+k34Kon?RgBp35``d7@pDNQ%gANtT7HFHYc~slPkRhm zu^MZ-&)t;;7_lKT%GfkXoN_1JyH8!|Y(f;3{R zff;fsf=VW+T^u}J@8%fAt$0`%`&IJ6aL5pDL79FQF4li|TYr!ty?T@Tlg#AzSZ?b) z89B%X^jh;D#-;t;lx!fZhUYC zPpdTkX&>!(rFXlnwhhK~;}?tm$P7}=!+9o>PukREeRNf9^pa$Mnb$$CJ$sG`yGm$j zz&e7ugUqDU1LB2CiG=TEc=$J~zMb4=rm`Lnnm9=@lQNf=-tEun`vwU%J_x#X8^%MV$aU`m-{IT<589_F$GSp=R%|{W`m;C!_Kle7zelKet`-eNie61F+qPHo z zM!B6p9h2qcdAd2|PW9|aKXDMGPKYF3BO%aXqB@LlZXmfh+;(W^Ki!OwPNB{@=iQ=L zQBeP`hRb-rx@GK|5Fbs-N3FK}X?v7TT1g|K4rJ7f73uKld|bRL)@{(-h)U#BH-F+^ z!10nvsEs`a+=diERiglU5DKpSm&qQ6s4w_y+PyXVQaEL(g(c36eb=4=w@y2~Ks7h* zPL^;$1=^njlSlF{DeGtTZYQUL@9c&qers`68n!(@snVT7tj_e_zf=0UCi4GQ%l}<^ zWsQ>$HWDuOEJT@Ephhk|PM?GFdm4w){f8amUmhQ_pD?m>t%!wgctmZ=*LR_RzdZfR zH~pJ`bRv3a&zeLNGtr*1L9-1UX<5&ak;hQEW*6&NJq9uaQ~;g=cb16}9K^LBBlS|Q z@N{R^2DtcZj~jm*0Q;YkHY8UjpeK`w@uC47#Pl_9T3);ZcTy!gaXc{}kTS*dwJUkA5;pLY6Yl@) z6d5I+ANbt!ML?O@d_X^}(9r&hCv4y=Yd}kpn?Xg>3wkl(;K03t4XlC#d!X>J*qg4T zyKvc^jCI(9_$r3MvH9OeG+neSEpTN_nS^ML&UPjkVB6SjVKjDuM{K(<9f$=8G%quP&T8AsY@YpiE0~3ntuQC;on~{|K;}t z-$K5Cu{cQrb}WcM!vnXHN7VhdI*-bdX8v)M{-<|9;VFih`qOT5@&D~U`#*o&TMT`2 za)wX>{bvQ>b!rWGyQ53_!L4q-tChjUN?~UMl3xEMULTQ&(>#|Km6svNeo8VXU;9P} zC!tdDaohX&YIIeVU)$-H@e@vK-+!14{D17dWmuHq+V?A>fV9$*ijvaOEhR0DQqtWW zGf1P9f^>Ix4J{$vFf& zx7AB>Vj=n0_q+bWPdosv5SZyDu9zyIF_b1O7@zfV>0kc~#$)~u%Y$4a>WfY8T7V{} z#GkhkB8x5QNUIw*-nN-!tqx?RYH#iU=X4Hmw#L1XCea1|Fn6|@E=z6PuNs)lQ%s%& zp6zA?Z{5;>xyc`DEhnTE6WGOB3|fUQZpTeWGbPYn5j*+T#01p682;oPG-UJfgvH>Y zZV_ys?aT6{`Mbuisk2H6LpKp z4!-q(=E{>ilq`yXLk0$Fb9tkSAL=ibg6w2)3i=*)c@F?~pwy;7i7mzag==AR+EbUO zP5?yI-8BA!lX`Ef0EYDt5ot{1DMEn=aUxEb+J3H??V7<|J26QRrUIyo@yPX7pFPfe z-Yex>&N@|}N&QVS9GLN~)|UJ7y+y{*qbL#U-M*2uRprFVD~e4ieOphar=O1pLQcE%gegFj++ zlipiKt2P1;)9z`pt_@{bzU3@{@iO+h}&j{y)=Bw^(gPoSPVwUpQcmw&XQ(VRkNsUdtL^|VoaCY zcH!fh2DMPZ)Is5=dws}9P@|=@+(I1gNTQxVF-NLEQC;p^**j>{Wr6RYLBS?pH$C~6 zwrz=8vx_~TvH|-9tsD7XG%XunoYk#3SvJHxIcV;?lkBpWMysB#)|%P>k>FI( z+au8;9-nJJ`xJtNXwUjauVe0hh0B^w`>#laL{m zqJomzRs+3Cse{G$29z@`?J=T7QN%E^&zxjh|d=oL{bmjj#!V2mje_>tBbkwbNrjwP zp>X6Ubgzona!~`$XV*N}=I*{k8tRqmP-vw-u70pk@!OWB3VQE*yGCsVG>NQ$L6`_~ z(L-6rTJyjX{WjcLMj^A3*x1;e!G{?BDXoOS>S?~b{Gllc3MXz$lUZp}onv*8Q@ALz z`;ijnSa!2+gau5~pp#wQbvc8Hkx5;zKe-?|1WyHT9IPH zOtEnf^1~UGOaCLQRni}5QB9wR59i2%v!uKWL zR(Xc3pvEDordSB>+v9gm*wR-A`qze2dgDRA(4}9qv}NO2s>_`98VF(BE~AT%+719B z%JG+#YkhjEL{FT;#6V;BJ_i7p-?uf6m(_MFE`ESIexdf&VsUxvm#}B{PaE5%d z3}D1|(F3W#%YPKGQIvPCE8`a^V$AIN+A^uxM!OzEbk5hOFQ?f|@Vch+oPLz}ergJg0cXx88)jjPhYc2s zq&}4Dyxc4_G-5Bf4af)V&RQqCof0{XD>i}Iu&NJf1}+u9Qw~*4`|cvp!;}$5o=>zc z@eaD|?p^}`oZ_%Lv!R#p1AAYc^iEUZi%)-cnK|&GPOge|jO!?lbJ>#NS9dC{`Ym2N5rdVNDI|un0=;;~ULp>%A%1N5tNU)6 zv8-QedK;VTkT~bEOiWBEiQk?!>fHlR`N^B3wsL%Gk+`vZPoUmVOK~U~DFRuW(_Ndz z1u6kR8B!kvP||h*RYciy93)oF4%p*y6Y4P2mpR?EW2q0i$ogL)Pu916Q%2&~zn_J= z6SKk=>H~Hch36feTscb$M9YpQeBuxHb*g=%Cs!(|q zY|xR1_tj=SYP=Pa9zP9d^Zh(g%8elTgOm}KQ;-$}phVS&R;+_J*4ZNqTTgj))wS;S z%|+!uV30Vo<7XZO4k&S!y(RmQGP8|Z-x5q}b`#ppw_Ia0TUB#-!grOt6p6lk z=Lss8!{zc_Mc&P|+e53b=2zHy<91e<%jZQlw3qz=M3VVwGLQs+!gE^mIUC~cANa5S z*@I#y!*L1d-gP)TOguE=CZlQBK3HI;*TzZ(5F*bS;Go`fqiVe9E*`W*m>VFYv(YhCf8FZ{Q3?ON&4+WlXMK;FyIuZ zo#5#2++NKCI+oLOPjP)nn-+<=o#%odYK$`1z>!{zPR3yYno#6r+(!w;Wkg#Dy`3|d zze77k4W?_S#PQj=+;h(nX%Dw?reO^iN${LWfdN_&MgdfX%HIH#=SVAoNcjmbZGua+ z>z<}Cc~XaC7Zu@*vmua=?}`FG^z%}7L{w9#_Os17pf>^l0LBbDOySP$3E1N`wJ zOM+9GuWvHGyW5^md=fx-E=urZjc=V9=*-IEQiIrWfv#-Z$7guX?S&7A1G|$6SEMa+ zuv8gxt8Xg(QXGbru>1%UArkQXW=h9ivGCq-A*7fKo5}+UuY=1j9Ldj|+pgoyw|WS( z*^$x_{PgQ>NoV6_VHLeZZftX1dOm=_zWD6_5+hI=4ax9xUJ%;&t@fHc)aD$;({bLK zRBr{-{%EPi>ou0{+Vf1<4@WdoW5v~F`#OU*Unckyj9#z z2U*W(EOHhO+1EE8*_i~tu%#Ar@W znAnSwdIm?eNgP>Ln_jy>Gw&H?R{12P&*+d+rD@lvzbZP-^L6h7*ZT52BaU6MU~10# zt;}yJq{G)(n{;B|TgJR-bsy2>KDYqU{TIp`xBTf48D{SNE| z{n$%1T6QGsRUCvI)`w}_xD{4yem|kCFnoO$zGbH|uQ}}YcXhxx%r_#O6s703Ex9C( zgv6J%Exz|{q>9tJ#(lA?`(+%_Zgxo9-rsKA&ic0qkHcp+`p+7A(xE*go|T@#-~D3KzI6fR8*f{iZ#O7|O5d`+!ZAgjcwg)%zUD()A8i*$HvtMZUYodtnAAC>_#NLA zS_%5UMZPsVJ#^HBj4EURpg%s-47`npfjs95C%d~=@SXg0Cdlhf1#Fi|zhrM3zk#D} zOb=R|!QYQtfyQuZ^4mJ=uYOMc7t}nH%O4FBu5HKBdKj**Is#A7Zyu-4WTwtF*tdCk zUiZJ5PhlwxxbGtmQLbPcT+^uf(CTGA=o?N9EfUsF6)={;Ot1hS`(2 zDXnA^26gL}qILybWBGmp73FdVPT}0>7l&FANwGzAdOF1&d4D7Q7;3*s$dMqer7+j&0|`vyA8I~sk#O7BMiXX;UXh)g z7?fzO z_;()duesky47s1qDUlj2pk+O@fVu)XdWE;!8SNA9x)Ja_SKmCnCbv1hz&>Vx06d8# zn_vjylo~^4Q&=#3m^+mMhUN21#=0HH!3oCEvrr{`RaqgeB; zRCkU#{t%ch?G5T#U^d>uMUo^VE34*}Aq@RoezeTUi8cHZXlzT3Up)o0-Vye=`2g@jGIoXPZ`JtC8SEU`8qek{7k4YZ zke;)X=-#o|BW~V1rf;UC$uOE1pj7gu*T2c&@%c*OaL`;2T}n+>Z)(j}_uQkhnhClu zUAph7pX3+?i)Okz$MOR_q2+8ecL)q#{aRqGcHmUpMgJieE&8iK;g7u&U*< z2o}1v$P{*)vV06*ckCj%U$oc)vx2KZ z;5iL!hw)0Jlc#L`{hK~;L|mC8Meo|7;X64pw6NJR6tYKybno$-*9^Y_bc?ef=Im)B zntq0q6S{}N+uQAgKKOsy*oFqh%Mx%VOLgiAQP?d|>RIRv&6v#~MpGPS>TQ5fWb>d| zNJfU7%T0{*W5*z$4{5vBCGZf-?=-w^2MU2)kmE`m|EA~IR#~(GxQjqxEw8iTRv`K$ zoe)_ZkbAJQP=hUbld#)+J6|P&yMduf^XTV_Q_?@zY8> z!C{Alp7pmI&$^|Tt}>u!nX6W|1@B??e=%HKI2_RuDE`(TZMfNYac!-!(IIK>dK4W| zH1s)AuxM4fD96B?{ zB&=;sx^*xtk3$P`@w2TFclwy-U{-%T*T{w}oMLkJXMYqI5G;q6LCGRoV5TGI_X;nR`PJ*h29%)(3#6b9OkXnh^s}! z`AP{9!|tsyDWv`mxOdC+oD-LO%1$@lz%`5HIdz6d3>>lM+k*BYx7>%I_X_a(S5fh; zj&NAHuKvpG6_v}D;PoBWf;i*!fT*W{=c4E6Y-D`khuW(E8I6q#^=y2OT51nzCyl{L znYMhr{FSBgC@L-5vStHr>uDKE&{Pz(hTivsN^}p=uv}))@Q+uc9aSNd2}dGjXVy?q zLdWjwEL^10RQ}nL4~=QD|FykP#t&VzEZj&x^zK)qlQLz>{VhgwT)R2e)Kkm~jo89k zrAaHoR9I`HKN8FNoRFXM#eKCmUc^=iSgz!>?V1p`-LtvwUZ!iZH=he02wJVIOF{&r zXgsr)kA|7I=QceZPqt2*OatY+erYX~>!H}`a7~X@)5bhqY=+>D`?^!qWF~|gHEz3~ znXG=nmP{1mkhlDaf)NpAN%7%=U3J+!8u*|mz)ZOl2gj`aYefOiC;-`rG0K{VNE~Lr zN|;g`+($t{b@}l9tEC=5gLNZ!1_nUA#gWtn%i+mDSQ>%4dW|CnxYZt@>7ThpoOzyY zT6zMr#4@c2h)9SF;{HacN#1=$qSY=Rix4sL>XO7?92PeI=2f{#X(2sKRJXtm-ObMtVe#u@8(udq$3)39X*b+I;59SZ%^dR;=Nk?U>P)-s3Ev?;Xb*P!F+a8 zMH(BsQGg;X11+e~%Sdb7L3j3N{^YDPMh$4{*XN&kHRyG3MZiPsDKU4N*-jPqiC5U-$WkK$^G1W=kqb9=}VH3VP1&y{HfCoIqAZij(4Ki9^+}kK*t94 zxxgQGd?_e;f6oygAi@P<#k~9K(rM%Svf%H&kIzqI*AUqm=T(4@ry3fDLQx|0*zix6 zi;Q`9r7#|CRAODk9f7azNc?zwHt*xnYUzlVo{isoyOufY!E3E;OS%1^0^p|GBVcX& z{&>sVPuC`kwLPs8EZHqJ@s`=+9srRtK>p@{h8e(Bz zwZjxf@>*9fE(g!oMCyN~7u)NCtHVtarL#wMpQ$Dc06-yf$X(dNTOV zW|MA+l5P!$SB4&&Oax1l`4Xe5B;>~g@NJu@Jl#sO-KHM~rc~Cvr22fB7%dfTVy^!|;_>FbpD&%$6cg9-8LNdA^U&;W ziCofE+-x)&!~bRhSZ$Dgm*$u5u5NTwHFw|3QnG?6>2Y7{!HiP(7uq1oStxg@)pHok z301P_xaBU44hv~GFWtka_LF%TD}QAENsK^woo3T-noQCc$95WHSRgL`i|N2COO1qE zy-AB6EuZ}TyV1V_E;QaFeB`HpYAFi5)^I^J*Mb#ojcDY$Lw=a@FQJflHk3mFo@pnk z!t_^7J9Ayd?+oYEa*XGxJU0^iDqQSBEglC6ita}}lIVFL4!_6ObDK3y!eLb%B4Q(q zSJSuiMYSYYNx|mCpw%i=A1*+MU0+dJ*5V>C9@Jm-)=H2faV1y1pM*^f7gvYv#1sfa%;xO4=*KSo7gf$%-11^HScW) z66|3Cbxs5ZeJiotrb7ZnW79b=J-+8x6y*86ygAzck}mMQse^-)+j?Gy9Drd&?rkco z=%M*)cxUhU41Tt{X?$u`y;d|d(5p5l#6jk})tzK#>|SP&gCqG?aXz6hKjlcfjb=kY zjl{uSOXHV7D+-=qhV)w&pXz7P^zZIk$q)+_Abs82hTA+3;ix8d&j!1)s34ZU=ZAqp z*fTYm+}-In^G)Tz{)TMDz_qWI*YM-McPO(8m?cC6`(cqPH${g$~Q)%>!0K5yKXW~1CY zVXryHBFi;tD~IAZtGJ$4DG8l=RZ*(wB~p24m)F^4?3E8k^Rzu_U#8%mkeknh-C0h^wxic zRYbgfgW&{?G8^GVc+%r(`PzLb9ce_`mFrS(Vs5B(#eexRs4)j-_o80=pQrcZ|8rA6 zT3|F9DFPfh8g1nXU4hi$5KS_9z^=tyb@||2kO{xCt0}gZl`!e zCE!xv|9mX0K;Pwv8<Bt%1=Bw5r55KW(^vSzP`~aFLcG`!_l((t^6}0b3c|)XQKw z-@Vb=rUK{x$hs}4$=qp;j(BYm)qAYija%{pSKjd4?{u|hS|8Qnd^mB9UiVg(cpmZN z{PzSbTWD2iu73o|3j}T9b?{O_eY*0_^Lkr2%a6PH-yE=3bXyZ1&tAbn+#Z_h9W}y?Bqmn%4swJ{#Fhq6-Q&yQo&km8a7tzn^7X>5R#ZVH0`wSlN zH8{Fu)NvNA=yb-oaQ9e5E-2!KP~XRH*^P^B=AiKP=zMfMbl+ulHM&>g{- zfc0l#ZHys94F_kdt0Nok1C8ZI$!n?=K`*yU-pn0B66TwnvygQ7LFkpNqw7Uh$>nAdRd+b?e7Tvn~N7>t%?-)88oDZr?IDscM{Op zmrSG~K##P5DUSNHu;wVFu+_ac+nI=@)p5YtK_;tN_ZsVm6;B}!ZU`lx4a0||kQNog zB8P}~Kl*P4&A1b|@ExW;n=_uKQvaq9@meMjwELkdD#25Z$D(Ft=WW$J6yofYU@V2z z5W;1e6(z$JK5Y2s8#yhuMW&wQ%Rjq7qlh-{Q;z}wVCIY}!UON9UM;nF*Lu@H_PLNl z6QH&=pifb*^=%Y1_?q`pI>+IVqeSSp^3OYh^aBpH5neTiENg@vQ1KGlZ4aUvkZ)yvQd zt4FT9XnBh!xVjT91@LFNF~!EM{ZYu9iX#FHJE;@fRIF8C8w0_JPm|kQp5zcmjBdz- zSg_Axy(rcrnwON`5bigx?_K&bPbA)wVr6xNp~wtp9=5hgK=O|x8TgGr7y@(z?0n}n zVI8||ir1$n-lNiXG5J<7)}Fsw^0kI5==}?Az3Y8l*IDk=s#n|xqsp#SK6SgJ_v+@b zL?iCy@S{A^(2JwlGP$H0l?YvL0`XvJ#V?jBK;??iv(NRo!rHgoTcyK-&73PDE4s@g zGX5m!%749&`0kDJ=&vwQpt0u*E%}bw-KkdQt4sbpSnpN`z7jB<^zPS)r8m(RM=E~t z^e3u{St1HAQoNsh#m|c6(og=`_%>$(C`q&b!Xumr`>`{Ue+9CgD=TlUH*L7wAIvnk zFMWwjl{qipJI0FMF*$ql+2 z@#2t9=16w0aq>N67Uh{l?lh^%JKXWUkaGkZmitD#t}K!LrQ9xKecZ1tU0w1b~T zs->j#WZ0E<{k3Pqt2Hy_15#I~=2e-(^pnfZ6E*{ zEt&DgU?vg+S5Lwf2igjd5g9hCQ|P~v?k2MqsZ~dZxsqk;wOBOhHA)t2)H+mV}%w{GAX+sG_1iIDKvD4H}V2zH!U`s_GitX(w{4) z34I2%MJcQ?-q%BkT=Zn!!q2kt4Ckz|X9()v(CYU4f9;}qomR2N@;eg7VdIOp^EcBT z?1Tt<$a3vB2TJXSAUs<<2<07zn}<+D`d&6KgLb^`n)rz_T`PLPdZFX}@qT}_nXUCg z)}y(te5rVGLc%@At;Qg$r9IzI=|YYH!}*Su&ZdW-)hj_Qxb|a~VmSO?++_FZlfNSa zt=>@Ke*$!)a!GHy?L%v&w)_w-zNS~tCTF|TO)dqUfXp-b+DT+BQ7pWn(+m`q=BQi)MgWhnWRp8MH&r@F*03E^Jen#KLDKg=}u{@N{*SlwXA z%J6U>V7WVK^FOf~Jq|ru%F=AnkT5rRy-+;YILWowF&r?Or- zWHx=Om{fbsp=Tw@XrZ5lInQ1EJn|czL}OlH{H21639}}pr-4FnR-}v%lIKvxS-PT+ zyoX;?@xeNy*><_)%~pkxfW(%Yt~1F3mg8P0FnlFj>RTAwAf`LP?OZyb-ezonFd@OezC(xr z9{MK4;t@Ds?|PM%`tr6{`o6PwE#82xAJG~aTM6!zp(qu8Ix z78%c1Vq;e{D^-(H5G?Z}(`eL8G88fo_sC`R?1eW9*D@f}yT-E{6R9Cx?x{!r1(U30 zcxd{BDI!$X>1{YYDfk?|I@zZ-IB!|4mDwV+#RD`Lt{nBm5gY9w-|X$`p|cO^{tH)Q zKgfIU0;q4r%6&S8hvoF#8#=coW-jLT)eIlwl9}!Z2ifS}E^a()#GQvpG&*kU{A@nF z(FF`JO=q38K>de^S1%#rPVJWcpPA_!wNZ|FSb+E`F|wv{gJL{LbKx0pSO`P?m{BwP%f1p7dJ|(=hFoOk*)t zJ^8w!a(00{Z>e>LjrG{v!+FC=q=qr`aZ!~fUYDfb+gYeo`H9N#J!GG3pP4A8gTt15 zwPCwF>-U9miyG(T^D=QyBH4yXJ;X3BI9=!u2yHOX$;#eCn zd6-C~-_k8TtX5MGoGUK_k3a!I(~ufgwOndN8RDqWrt4oQC)`c$#qLv7j@0g+=}Sc? zD`NY$;4i_@=L~bcT zk!>33ZCQ={cZP!0fLf{}G1swo_FIMQK-V&IuA!aCnllqSb<*vcnRi$t_aIW`tu1;% z7M(36>H>$PAnQURY zwf6IX`!P&z?tSjO>jj_pg^epP9=!k%zcB8D0u;ZE)hz(l)*lyNd)1LCxROfVNvx^5 z3jxKV3K-%B%WS^aVGm=I4pB4CNG1QoX;vA%4c>`lVkm z6uF~Z8&-}(&cm=D{|J>rvuH4xSGfhKt$%sr(?v_+C0`usfJ*Lv2XuueMji*$j#~20 z?uyD#xl<*!Mk0LHwyBNcI1nulqeuj{Qk)5Sr1OV#CSqY|zFj?=yEXOdF?7%Fk7vkN zMttv_IXxj{;LF7%>T#Zp7NEsH30Pj?X<7xSuLKoo{KH4v7`h4{o_n^(-&HR%APb1V zfus1gq07fYxG8`H6QP3xBi2scrrTF`J^4$rcSJeKb=B%;hbX1mn6ftmJGQYsSR7#Q z4jX#&7Jg^dGgj%GSRDLRAI{(H-H!bc0WaMQQ*r7 z%oi&+(hhNizmoHg*a~xhQT%pP^v@G~hy!;z3yJTZKb2YdI1um=q5mV`19Q$#)`K09 z9k%fF)$DgEcXbg!jW^w-5UU3#EU&06Qm}p)b>!2*O{6B#{4^i(IKXO{*}eEj>GzXd zmH`np9nE1t--WB$$=a-UuvGQoV6OQCw;MLihOO6*Z~)J{w4$jIJp12d?3?pNFh-cF zU@9n*$=$}Gj&-}F|BKrMe!0$7TD9`ouV$nXpT8UF%6o)Xm z+p7Xf#=gEa%ZW2S*VS4)ftga*?!HJz-F0qFsK(7CP*}!eQRX?`!svPE(a;b4upB9L zLrM!u|7qQwakf{BITD3MK?NvomI5l6cnM&KJDhPuk~^b)o!+q9O~6d?$DP;gQRiQ5 zk?0f0@L5dBgw!)Y@xCYTvw%y=F6Qg-&3vV!>nm$%MF!udBOt+?s|cKZv5nDLE*NKV z^E@8LMu|yJLP+}Ugtq>cl;Mv&s!gL{FbBlq&oyA_i2-K~)j)3Fgb5n>WMp=RMy>(w zY#lBvkkX06N~BHzKNbo)%juQPnwiGVexmAB!N+n^&Ik#60qL}(7Evf~>J)BFqS)Vi-B>uJpp;j_x@*(h6-Vm*#w+V>MMNQh-#L*!T;h)}G-Vpv%zH>*_p&Ez z_0(i0ZbN3N(Bx}xj7=Z4YV#k98(x-AvE;3zsg)h$nn2ew^7BUbwH2&eGNgz3SFluW z-}0_-p>*_m1U|jt#)?U;MP1mYs98=fChHVOQX`z+<&NTSAL;9_uhTM zF(ir8^oL#bCv&5(gs7G8nS+1)ElqzOwfkk>YpPBdXM#$Fe^tO}6qQTM@0AD>$Cdv@ zl-bsep_m;T&Gfu|+W{k0eRIkkTA$1a=HrB|P3}Iw3UUa*GKa*)QS8fhu zK2d{szMohYGT_1y7;(AB-!b}2jA)^O#7PK0cK^N}KmXf+i}J4eFEz-zWV=0Tm+qXN z5nE>N-IN0L7SG0C?{DYqop_CCsh!;C-*tx?CN}ivr|f6Jtvpu_{ryn$oS}#G?%b{c z&c5x9Qq^*Y*yFR1s1-T63J^*FEWI2jc-Mw6C>pXmM2P5u3YGCi4=?}nfOM`q>)7Zt zQ=Dts^hG(DnkM{TMKKg*297^FyK{mko>qbM3(^hW`0HnZrSG3?v3uNI`rh-tB|%se zeA#e8ShW8*4peq^&OW21&hLum8c)FJ z^mRa}ZKZc=bFLeZLnrM0tWoSfjeGMI(EhmLNf8YDfA014|kr$BsI= zW;ajZT<~-4zE3z0?m_WP9*;mUU6#bKiI!qWOU@^c{xR3`j>Mngjttm$?hfIPv?&Ak zY^^s7`PrsZNH10-V5&M=BV$6P6w~fke!e$|pj~8}erhz4-cKcJ0n(ALj~r&2je>b} z+dl;&V=e&kml`!vj48_s)J9d$23pQ!@)|V*l=Y`!?Wos%#hQL8p#CmVf|i_>n7i zs+BbY9K5*5DUyz5Y>_%kOSexA4Y%Su(Ab;OFmk}K@UmF7XS*7Dy{ucC|2i%Ur)}N6 z@g%S7a$h@nEMhT95DYZoPxSdis*Z(>_&Lo|zKx<>Eg!*-*9Y7(B5t)i1bl8O8M8p^ z@6VffSrwn1H8LDH`B!u1IiG5}{w1#U-dSI-y~#1;5HQA>Y;T!gtXD0=lG7X>@OO>+MvH2EuKoQg+1|p---5w?tJ1rF@{(L##gm<&7hSEx zC7E)y8wZ{OLyyg4$NX5hBR(EtyEYErxPIMxp1x_9h5)BVAZGJ~hkCZY`B`D>e|4Z> ze(wK3J^v(%7>hdpileD-5?uv_h3ZhVA4h?bDqfPJO0E-##%Mc^_mg;5!F~8={zS0T zu^DRG+U5YxEh|)hpL;eyn7K=dtEQBUV4+U8PpEQQa{&4-qFPkP#u}K|c(A*R`r3Mo z`S%PdPqPzqm}Ir4)e#QG32YOoNjl(Wg9C_e+#kmz%M}ful+KQVW)K z`#hwr2vO0z&QyP!*zz@?2Y(D{h9VnG~F3|z?Z&~rxF46Fmhg!0s zN!52$_c`_yh0o_jpBznCcH754t1AR)`G?Mvs|K&8zfu2i(l)0domO*uVBQGy8sCcEQ!BIUcwU#Yp^Vy|7tPbKSKcn;vL27B?Qo z9Ff5eVe3K{p}T5Ng(R~xY?oy}DF1BLJBnUoo871YI|O|CG{{`_&Sp2cLAg|`i9r1@ zT}>%zKX%1cyjzapydVMIe^R9^66%k z(O-#({KMG;V+1$kX$l8hJa@C#DXn`qkmB87^V@nPZv%7SbLZ$Ci##DXF)!=%LZEN= z$I$M#vjJ|6l6A63XO{AHgC_jtI(G+xlRv0<6_{jspf0fT150ansx;Xx#vi*ooR%%C$I>aXt|53M)6XmDT_6$AT*Hz`!c9$0i?Xsllp3^&sQXG_OTL2yC5AoHU2-t@ zFd~lpN%Iry$!5#7jK(@ddA`yO%vx3M>}dr36yX0_qs1DO%A8F25#NFKkL?lUwwF!e zW~RyAK8PCQX2TFowUKNysgn546l>%QhNAwDcO%S5<3jtZ$@~>;VA$HdJTJzdFJ<6_q_h4EVbqnaaa<<$VQ-^cwnk z9&0C7yMYfc!dSraPb|b#9n??#@(ykaiado4+a*4a7Cj%Va3kwfCxlKkMfl#p0s zmABsiudc}dvQrp8;o}Jj_SD6FuJ}Lrh5t|T4h`CqE-^yXg6N!oWAXhzU4#Gp>^l5` z9CE!AYV&Wu{cpb5^$qw5qemLig#Ux_{$E{`H0clACJ|A}U;pVJ;z#bP5)LtZPmXLqy8tuCq63h6F*SYWmW&f)%Ej{&R|auDpsxwEvdXkGvO;!iGMNB-v8erx=nZF~GD zP7f>_r+}t)rvK3ME;jtITZS{@!~dTR)c<`s9(=sON&&kC=P>%gy8CbU)BpX8{1Rfo zEgYcFN&KH~dS1Y>{r_K#|8w2{?PvdAE=C5sIlp{2oXYRPoAu)dCb#dMkMg^R9$o*y zfEqB6aLJo-+UXTWSCAM$(9{6Bk?Nm6Ck`6{=msljk%prw{mv$aAJB4=xgTq^*5<2hJnJxD@BL*35D=_@rb+wqBuXSgb4lR1SM>*e z&Ise6lM1TegE{OHdMsQC0Ki^ezRhr>{iL(YyQ4g1Cp_@`TpaE>d8e$+FD2UfIzHLs zwAm>@kas%cGBr8v*c{ytaS9F^Q|7=ol|gq-8vu0WWdNe55HMxunYMF_WIbTsMymkw zrV`*?o#6rlg5pUaN}mJ@-D{q0-j|0(25n$~Kh{4jHVKU9dAVae3I;3>X_ixQe}K5P z03enWK#R4C0fqF(u!ya(DpPseZ&v_iMeT+zuuIj-m#jU{x0v_X~akhutA> zpaAp2XOE92hly>ev!mk!95Cm2wG;8bJ3Q~iu$T~Wni$gX-o5n6?j;DsJER4j zvt_*uyM9xbc3?v`Xat1YF=~v8nzgpF>6&t=rL3>5|79 z4qKfGX}l=e$+0X20=Niy*gS}@r_=GyHEV#S%L=&Q@HsKUob*~1U(U~MPge-wpgu`o z&LZq<3Q@b;v&?-SIRBEw<&`W?H?LJPc&Z!06eFNLpQbfa6-CPN!4)8T$)p3C^eycH zz?N7vS8rebl1G8BO~B(g;{n{4B;@HNS2w%w``S49QdsKG7ax`Br5?mFI0y<{N9ZaE zRP!9@0W+v4TzNchH~L{+WMVtvcozHn_ZxJH#Y;{{06u7645-_7a)$ZVu%BkD>Cu$P zp*$G9KU0*bwx4A}nfl0wWi2fWscw%O%}=4R&TKwadOYv_X|Q>|Zs4OWo&IG{#Je)N z@m%)?13Om(*w+(A9qfVByIMYvjPhs>8*tjdrbYH6yamly4q}UKzJJoNi%RHCS}govK;^jiZito^+IT`tH>*S zU^y#A`rfpPUzu>S$rjT+_V;}pGdF%;c>ScBTotxgyq}etyzo%j2O77rgA2BNey|JJ(Z`k*cs2A3P}GAJKY$7hl2*^E@>wepP=dP`TK3xOejtK4ca3g^ud>tqM<%+ zw~@jZc=aHyF8apb+K=wzge|Ubh9~hFyH$JRgX>E()HH{VXLE{l*pWPFS%?c@0E(w= z>~tQeMltNlX)Gd0RH2kS=GD1l1p1xjL#fjtzXV@PAA)3M?uHY0B zk2mW76l)SteVy|!^sfTqZMxP@9drhAq;l%mifHoX;(ENZI88D};KK$oJ!9NpVAI|b zH~DEXmL=6++ZuX|&MQ~!Kf{_RlCySqzbI;IZ*qS?fCBEOR z1dzS*kj|qZM3)(q3lI-k7Z)IX|AFG2&QgtK%$EkI-0o)qaEJPBx6eUNs$ckwp!glV z>fy3qnTDq3?(L2+*R=z#NHgpJ2r=fN>5cl6-c=nZo3+xy&g(waS#MO6L<)#Y)qCUQw;n{>&O zb5uo$!V%B)kxIfjV_7Nqg=hu$Ua1S5{(LAW<6=xxbm)D& zkk;-jsW1k<+9!#767BP#IrycU{k+o(K|Cp)6K zWOc2p=hO^rXBd>|V>eQl9lfZ+)=SNva`z}B=&+aIuJ-h7(Zk!@bFLqEGgEkPu+BS5 zw#IAS2}5pt0(Pn8ra|YOJwrVWbvw#Vd%o-Ttp;@)wNUfrKS+_+3J`?Yi9^lb^lUu9 z3c*kr3j%|D;qH{J!aGec1-z{{cnAj*iVu7XGMz2#rxLA_v)jI}*@O&Y z##@f)?&{zTiFF5_33n2o?%&AWw`(3&T+K}0=V2QzmDBhPo;PgiUi-yd>*wtmIG)F> z^Xy4*;6G<_-M<2WoO(@fxx#`#b_xOjn-snQkT-Yv3k*-qc5h3nhvj53DbdpI3jw#z{yKB4=5!H(0MNp=JU~cJStlndZMTej5qfI zB-44%9stL(l3ZO4Xtym1{3C`PPD58$@E&k-U~vN$FcT47&*s?e&P!7*-<<{%yYT=#%t%vw-dAfhrBw#;sP(o zn1{FD<`BIR?5C(Zs^9Ckv zfB=4rB9H4Z|JHV+@k&RK72o|G=0IxG?8}-Ebe|DHi6|azIVS z#Dn7Q?on<{r535?*;7Rd*-Mcu0-Wq8yIzw!?7A<+m4TL40O1-}i@_BH&Kap@un*vN zr%yVz={KTy2J%2F+tt_LOv+l>^mUG?6vQY1DY;vZQTBRz6YO}s_$+qSmLW$hE}}I{q3r0RPP>I)WJwdvJT;C$8E(%Jep~SIaz5 ztV6`S3wMrI67Af^%Lmi&Lk{#3wybs9ekr&pgy5YxM5f%mslUThgE^g(A-<}PUOxBe z+zv<#!MURVE%$b^*e4)xOlwO=6m|KwQV@aJ=@ew4@qnXRWJ~^DNC7ll2;;kYG{Kin zqLtnNC)#-uxp49xa`$%~kSQ7fdIdApK4*p2?eSds)49DaYomu zD}ZB>*%9^b`x@+cg9jKu6Yc^SwMIQjefZ#_r+8=J*;N8{k@6ee>tAU3cPMS8VE^f2 z5rzHppr#M5m?-K62@M~Lz1c(ktg$V=IYcDhUI89OX4P2^a_Z`}MbUD}zAAgQMDM@K zB*A_(r0nbikFLK4Veqg>XFt+Xu5n`0d+E58jfRW5mPn&Mcf~I3u>38Jj2{S-g}?qV z-{0uu#uO>g^vQGh@4qEEGb4+$d{=#jtp zfb6{G4-x?I-M>5w8SgfC6DY zP#JJbXX|TDleH1pLRHZ~bI&Va5oJ)hm~8=+39Gy?$!uI2Th9TyTxxP;HIjU#YIMEy zBrYhb@8VYD>}nZM7gp>E51OWcy_ttklp4v-HT&Q(FGOU+TT<>Ux-VSOW43!W(QZah|^--`cU zh5LQpyQRJa?Kr(-GI;pBE%xE13PiY5ea+5tB+t~USowQZ@V>gtSPd?`K9mvu{On%e z5`4R;D%$7Ydq-eJ%KhZYkq59hoM}QL!a>DP@r&!BZ_-W@eG3gh8PBd6jtEu;?i_Tb z0ixtF2cbbiM=CTTQwu)zs$H$7G`N9A?}6p00Hqd~7db_|#I05@W zujJ9~h+`S#w@FmKe8wQfPF}Wq%(k0%0cKbBiK?*!Q$5B1OC?RP0Nh z`pzZR;$YvdlkoxbWYQ}9M2-8{)@~ukKU9k*K1_3PLwu<|K#E*ml}t0osH=?Jz9)q5 zfH<_-yfXwN(K)OP<@Y%zM|)=0qXf>IcAsfN5_{0H0`4V)vV1`;Hd|m`x_+N-c~*E+ z$U2CPSlXY>SLV6xr7D`lVQK`quv`&ggeGyDPy-@Y6IT$72M&Ic`9yQ=Tj|G3z;SWt zE5W5SVDLs*mQCY>9yXDt{$?)u*5(N#kBWGN`x7{4;rFj3Tky!qc)OEfh2b@LM8<%? zW{jB8wp1{ZQ-&J;@EB-lc(uS8736xoHfXS=!}fo|msc-i0WJl_Cqd|Y?D7jfk*BNJ z9P#41;^Er+{3)eR?E4_C5%R-fm-E{Z1(pU6l8HB_y}PCIVQxC_q*^BzhX5`$Ca>Vtbdt zy2v`yKerj!WZ6xX(i$x+2Y+{QpO#zaaf}dGemDB%5;3;1jHk2Y4FS#rvlZioevFZ6^yX6*h1wJ$?S}g;5H7Bk^b}@M1mD3D zzmSj6MDjh>&j<4BGBou@kK{ci^>KYlEk7?%`bI3$2Y&|*;pXs7n68-;PB^S^4>#2i zK(x6fd`2idGj*n18z+4G6kmc`27~Sl_EJ!=OX%Y)UHZ3yH_6JDgckxdH0hym$9+{v zhg-qX=wJ2~%}lm#)tfPQJFUz>=ynAV?+XcvUhc1tjXp#Wfm#%PHkV{PX8JnyD)vt^9`1{J1`3tTyH=e~dIu?+#n0F{hjf!K zJ3gJJAJtws!WC=DrJ>J(l-b2@Oo3flQPoQ0qzuU0L388`>xLsf(>J~R_~7kV!o8mn z-XNoYoly)Y#9oo!nv1xUQ87{Xl&t5@m@lnkAVCzBkgW3yhl;@f=6(5`o-P~CgXXOh zpAfC%^^^XI4QO{qQHc;1j|5ui#I#H_rO&xcq(w*NX@3U3g*;5=hhn`$pi9z&V4!tf zeIgQ}2Bo)2KIPasULApc=vP>l`dX(8#$3jzZg~Mrw0X`UK|@kBoKypBeXzbEMd2p2 z`l_LMuoA($Y;u_bD7c*PhSuu=gtPz~8h}>0?N~(vBuG4@wHPOhPZ&fdzr?y@nClVw zN_@bI6PVi!XGZe8F$ZQ{_!vF?>;?D=3G}#i7|HPuD7TZr8T*=(AW=lhIItox@3MDA zCJ52Hn01{Vf$j-y7Gt+sTb!a+^mk?Ma1iA!Nmz2RhT?YcYKTIN5RTB`5&a`O^$?A3SnoIG6lX7w~i z1$SqEr40np^<0V%NQNxZR@4%hzQk`p*dAP)A>qZPt zrQTXFtR(T=eq(UkeVqU*@-^lE#svlhcdo2LK=-|=IVcpkr9yBAyH;sxKJh(?3_F|c z)37x;}#lrp1epti&}EajtFA3h{^ANu8)r4 znh0N)Zl~YT!E2GRW$ZkKg9-*JH`R4oMgm9$4Zf~zD*>Tgd}z?^CQwC$Ul=1&QB2f65$t%xFo8bqL@^aLl{W_Zre zt#RfO@93{LXcH$FN||%L9t%+Jn;zV9xzg}jHX3sFGnp?9L!hhR@w0om^}bIQCB}s= z|Lij==M2=G$O0#!yLVL3_L2rsjCcwGVnO#=@@1G0sH-(!d4^|F&k-%G0DnMf-9EfP zNH9M`@#Lp$-R4TbAq7XNgx%NhpcYr;A{K|lYSHxGMT?NBTH^`yIj;+*gH5^CQR&88 z7n#)~7;|QQ_~@!}y3xRXxixM+tV|KR93HdxV+-s8-@y8%aJ;HXID4pP*Zkn4G*93{ zAQ#pBwvJvua{WBk37}Pn?DrTm(8JS{ApSN>ral3zo}toQixZ24M+SNWF*g=cgY@s^2(I-=c=Q(r=o*X2#u$6%G`67dh7JhQ-w z62=MAoN$9zm~X?GQXJe~0v*0Au=0ldYvmF83n_Uq;F8p1dBZXBvYXSuMW{%->6~EK{t2D?jS9F)NKv0PkI)+fNT#Xr2=6Gq zR9;}K!H_;-VDnU|jLbvRFTyab^eC&ri%Ze}7g&%n`8l6}!5r>gN-gx<#N_mJxE}_^teX_`kB>6+Rchg{v^)*Ct-`SaF#N z-{Flr{245LhaeU_DDjLxk`dfc|JQiV$3PRq_0LzDROW+o2c3s?x1rMqPity!UAH{^ z%5x&92w`HX;s~((T;Xv>WRMdvVMsXe7zcMPO`vlfknSwv&g8Sct~~$C4ibbHnk*Bc zNxqWy&2TNNQ4s9>II|uYeAMKzqOo5iiuXQ7ch1Sduo6%2(;L_JzLY6L{9g zifxOnInhtdn{tcRVfTH#Q|J{u*YkV$<`z@=?h`q{`Q-yvfeC4lw%Nj)kK8=!N?1=; zYIi!TpR@UeQxB20o|ow!W`z$4mY@$MXKKG%VO8-V?x>lQd)eS|?q3j@DArH#K&LWu z#=+XJ+Z%jLGC&=fPpE#}X2W^Qq)^G2*n(C8RAI2fqUAu@;c~}zqo4qF8kf=ct`^(* z#UUK5>yHadMro`gZ)ga#ZFLKz1$~W7Hy*isp4Sj^tKSEF8Ei4Y{qyk(f7AokNIN8>u3NUb|AP~#;@p(8 z?euN8bm5P424DZ5{Nts9U0ws#o)&-_;I`Te%hdtdz4{CWA!A; z-q)<6Znga}VdOkq5akvIdT*^42DU+%&qX*WahS|B{+hKMD*u^{Sc6Zo#k=-;I5i@$ z?);|Rr2LjcFKK;+%%o@@fV+Jh@uLHVezygjbF<>z7waN;rm1S0+-Xob{)?*w5Ry3p z?#oqTMnk#M)&~pC-fbm$dH=*J%zsdNYgR-OCIc~&&+*cr!c440$q^v4TmD!_-(87| z01P#L2jtHy=zQ-#ocn%Yr2N&WR!1jRUvFP@h)Gcov3BNMYc6OJ4Y)9C8NL z^4=FP_@ZYB3`3~RRd(oYIo4hhmCJU7QpRA605O}O0?^BXT|oUIB{K}70;h2CFe5PK#kBbc8cR^W|_Az z$G~`)SM4^}d6s;{p8Zt}DW?Kf*?yR|<}!tYy~G0`js53}*uAV#>10%SqFc*nz4ze6 ztNKJ%8(R@YCZ-2xxH!)C>Mt6wv40NXfEXdkt5APO*SStK{<%_VvSq@LFNqP_HQrZT zYv1SvJFTq!TI#2aXuD1lif=YQ7yU_)#NxSwThXBWG^KH`Kx!dd>;N2{<*CNYSaOUjp-R}d}e?4i$;`hod25Kq)@P2~Ouwm;sUgm{ecti$<+9dnh-X&V^* z(g~Y>sZ$i^6{U%LR3_<#IZ|T_iC@#x+rkOe!MK4bC)0ZHg+@-JCnlMo$uFELxYSq> zP`EBZ`q~*Ng<|S5a(cvDJ-1FpTENsBYrFWU&zZ`5a;fLxX<-?Obx0bf`e0HBN`*SH?W-W)`^EEBD=%1wYS(sy*g ziRZ^z^<_K^>u3wNjh|gh2~nOI=!s3r8~_lHQKUx3_%j;4AjEhGS! zG5$udnJ4wmgZVijZpPtV7r;#63%S)qFX2VHYV*!L3Zsp8ozgXy%Ld7c=YVK=zWHwJ zdwxKv;vIysr@Na^K>Nj}vuc2O@T*!23Zp|@P6YjywYqS*H%NxAv#lAA0FuTaLWJ&( z!qp3q02@xUvZ*@an9f9ml(p zhk7(U8hC<}hlad?s_IjG0F)fw-rz!gxT@+Y z_`cu8DVU^Z-QrazKWM%~sjwtAZ(WayBmg^9c;OTeQuev5IMZ>RiU8 zR1)BBc45=MJO(6>pJ6kMpi3VXxkxi^uXoy8>R0&bNsS;kE1Ff~4vrZ_wfdSFt$VRCc7)~~U4zHpW6-0>u!0C_*G z=$al|eQ6x|iew<6d*v&BNQBnMJuX|Xp-|B5!pM!89?G#8a+SSIPMB14*>pPuFC>Guy`Ft-&QQ zdl;G@rQpmWqq9H;mhKCv3S1&p=Uk$BV`To*uO~W8p}`8*Lj5(jz(Vl%2t~J=qv@>8 zwZ)BGAaGd&XY$6PtUO7*E#lcOUZ4CJrK;>S+08Xp5wUCde%An#_qiiLyx8cxd7!6_ zbm$Y{E!g6qg|9udP#}EgNm>vI(-%l5j?^Q~C-gR+e~rG4549e&=HL%dY(=gP$`j$H_}8lA9?ie#Van z{u`!CXM6b}?LYP~`9E`AQHN~Yff3CfRf~7qAsZa7hjSSmO~RotKzyC%Reppo1FgF4 zrCvR-CO>uVeOGVciEtzsJ*GHww3KA5LSdO{%e&1;@hQ!1Eh(0*dVoAic%O6eO-F1m z4o9#1Q{GMtbMe`1Dp=DXL+TyEH{Ui(!1vsU>mKOgSrZ<>7d8EBMQ1Y%V2(+Uew#F$ z|3tGcUGgcP?g07kN#L6X9Qc=!kVvJ2T-X1ROMqJ%*5wkhxoS5Yl7)TW$4Nag#>#{=Ntn7w!(V`Yj}9I z02XWuf2s+6u1w@NSmn8mbli3%A*o7BJhP+2MJkAu(ANlEDwzJxF9{rn<41S&DUa{D zCcb@u{TZ~l0b9m<<3&AZVj+fWl(gmbf*rb4zyERJu>Z%r-y9aN6)m_^wvR38YNn6a&Ym-r-c2d8%U7F#$J%J8DIIUOJci?L^ne>6`;mC(t$C#6ZTU#OB;m_0MQY5&sb_2KUHj6h`|UI% zP}`-(h>6T6tZE0%Sm1PRtwcf~3SI2}q5v^u{ubn-9|de4Wt)Y?+p`BMPmGkF>_-V} zfqP$C&ymMKsn?TiIWsoACN6^k)X|VildceRJA>f2TGda})A58Xv`@Q4g3?G8;cPb*8*D?N@P9 zJz{wN;=1<3`>qdaA6~}(4dDUpQ}et$mRD^L#(l}6cD--D2^pIlfUFmKAj=2J2aY|* zzlsmcneYD@uN^n<+t&A)^n0D71%`c?MsnMc-K8_T|CBdbJQcopIL*t|-y7s~`ZgT;^{6W<*8n1HL=&H? z9~R5vfNsqtbQ=QH=aJc6m{p4Sjd4?ord|HPobDvD36|& z6s~8xBT0}D#L4BZEV5yS#bdtWoIQqnT}RN*4s}6%Q&)rRHuvy5Q;W`>AAuWax%ab! zwh58rSj3Q&65_CXxCCo7LSD0p`r@`~33YW{?QW%)EK_dQoMR419GsLD_GP2H76vx3 z(3?ia&f6^DUU;!jr~wF>;`mryScf)}3P!2ra)C@v8|HG|_sGTr-6$bEhNL*%L@pNH z(sUc$W(vQItEZvmkk}kAn7ftSRXy@(h6JV$X;|u6b`h+r*{s<+`js4-I=9M0`>aRF zA-v-_%BqC6>W?Jx-~RiRMO@e72TeF%-E_B#hs2q z7ejXuaWoPcFitY?KCG91!qaC>Iw$sh1u`D;F7qP;?*>n!|botYQ08nTm2lK zbw&KVsdvG4osE!%g5?J9o!TCLbW`cj4ZSH{tS-xdXv_z<(WJ0BCq}Nx?wBCbx!*@B z=0snWw%r--y`cZ!m(6{l`?0)%8!uNVc7`9Chu}~WQ+&NQhlXw~@?T7Hrs4cXA}%e@ z#`@R%i(?|bb>9pIA9sCh4AW#g;oLQOJ_-St*j-q_c8w?Nt5U#)%pcHAhhR39y&jvV*h}ZrihCyA zsTTkoxDFCfm{%zPX`U06x2SZHjhpAdlZUW2dtvbrQ6is~9siM~e*4q@<6E5>eYB%|7Y!zZhXC$wkkY5seAY9H|MQTb^E)pwb7(&(co|gs6BxWb2^utbwzBkpT7(5b(Fa({5B%k#%M2J~&z*{57ylp;$&RS0F9m+)NVvd^+j^?-m{nCd@a6q# z)_$ME8DrsJOV(xqo8}4CrAiSFj$x+0sJ&I56%3;x_VafuV2docp%lc>Nl` z4KuJNk>YK>1Uy$kI9fllm+Z~4(U|tZM{@X9;+|S?tRSk7|_(^QWu9ct_(3GZ~Mn?b^ zB=ki}Zkd1WPAzX@=47k#jMtO032@NyZqhd!4helv-8-mzeYypK7;eJ#7)N@xy%6 zOB3oZtlj#>Z6FS)_y55+8Q(>G;x0oE$;-6;1DXZ>1agMmJu)pl;!uJZBKNpH{VN6n znHFW&d#!Q^0PUFSlY%3t!@f@g#jECsPB2$RvoADi+L;HlRD}o$EyUJ<6mc6qa?f< zdjLr32y^{obx&ojg37JBqLJ72T_5(DT^+vsv)SabDTo5N2}4&%g0iSg>=&>CXC zcu*Xpg&*Gi0W^R2vsD6~4=sT@dAc_1~B9I5rX#4eK@nE@3(6+g_rR6Q}~4kOrh zvAqDSJuA(v?^tKYX$B)9fcu0!E2HB&kP_jBnr>gjF2-X}YEXy0tJfgtfj8(ar^D2$ zHo9WI6xoXUg{e9Dq;clBTB1g`RN2856neUu(1^}%V#zxhH<&+mD{^++BENsIlJN1t z-mty0$LlI_%NK6D(=N{0obor1)yF#Ofc>%7TdL>8HRfLcgtQS5Qkl-p*3t|w%?2@6 zg))D&kN{bVl1O(i$%ZMLa1ZB0 zzARqB(7MK~prCtK#68Mvg1SgHAg`7g93HfSWG*J6H-Y}k*(S;SI!7y(u3Fa1Do#T) z2%d<>GSBjcOJI1U?@=GUO?r-?#CyKW<^1-?)vd{^*`L9I_X*ZMfzJm@`*fLFUGc3q z_DSY`J0TIF3y@M?79MO>{#oc-u2 z-#Z#+b@?){3sy}lOjB6Evzo>_)IC1Q z&LG9&Zc5(bq8)lEtlXe2qsHm9CQ@?87TCWdxOrBE4iZ6V_ zS<-xNJsSDr)||p9>fN(PDT9tjfUQE9iB4ux_QejbwSW8B^8lKsUhXqh`@`FSzyX+g z@oKlqprbuFz?`Wr9|^3Sy3Rme!JPqn>u}3+?wHf+av~cbRfEnGF_ax7>Qd?$THw*$A>*+pID?iHu)gt|klf?4p zGo9vx6si0_yQhhtWUH5tYU=(G zUzQM+6cq<7wcTf39!upOJw9`|NSv<$PQ*L&;cmU-fPyWV(FjX- z3Uos*h8yKL%^QEcTlagrPjH?Fa#l0&N8jzJq-H?#YueF2vF%aF&dU(^z#nbYwCE9! z+mBJHTlM$d!$hmNQ(camUq|a>E*i4~Q7Ab#A>86)@7IAAAvSfpmHj1n=HgX|<_;zM ze?^VFvL4x9<>p$zHfHfKe;=x5S6SKPsaL~kS4j%HMDkF7LR;9a7fjiFpTsFg-HsYn z7U0$QoFytT#c9GQAa1HGpxPz|-y@FrRFPKea-+~$q3UxkwhyLRjsfIqX@*_a>WeFE z!u2W!CI$F3NbPeHUN?($0qg;^5H}wj1pqv`(B*IJ>kr8lZ_hGkxA#p7yp>YOj3U+~ zW0yYkbzt5==XmDl1xczG^I86fuNd#`H|#1LS*NH6F)<^v|a6 zCtffxiF>#@|4zQt)r73aBlAUT&NQ|d7*B{gn5R@l$hUL&44fZ3<{kxfO;)G}pD-*Z ztSebN0~gxAD&+a=FFn$DjoN{?JOnL)(;6B8nolo$Lr2AU>ovH{B53x8 zaGJ}Q%Y`)==DAF5ObQY{(v$@mTy$%_FemjDoOM#)(Iy6cuwEHnlF(w2QS#L2LjC2w z2*+hSY~Oi8l`w5xuDF^0l|{Yeie)jIyAK@3-Tj~?%z@f;fKYVjU*(ql4fZU;6l_XO zaCeA148O(ayAzSWqyoNM$Wdj&;X$D&%5_MJWZ02&tPLn}-K}`2`qPl3Rg5M!?~ih4CLUty8 zL|w%g7r?0gNehM@%EG9{1?4uZ*eJX2lDA5DJrvwv8l0a4oPL8fKcbR~6i}C8Fi+!c zonhD*(9(@f+$o?>{A-T$*7SEdPc-5MR>$?9L3)GYjVZA62NSJGE?+AR`MJ{(nLtS+ z*joJj9gYnC@6uoSG5Jf4GKk}ZYwl$--ze|*E9OHCXS3RqXUq24G&(kaMt|3v>9uHv znZi{{D}Yx19pnaZTU-7@*6s)hDf+#st$U0dEXg8h`o&A}6jd30H@h9!hWupL;0Aq! z)BU`C@Zl57Z``1E;o!$Fa7$i`s-#DcbqU6Tm<`;{06ngB_HX)EHsArwU1cGjZ;G}2 zuUrQ8OXgeUpc+FyObx_JC0Kpy;Qize5LZ{i0u0;H*6Fk^INSDT@AKJAL-Pj|7vV<% zr+$CWe(n*)BHNmZyHz2vZBmMg#Y$r*PL~Fmn8+$Y{|BL zDX;3pZ~gded$H>mGcUQGouoA>ziJ%+TXH24wnq?3z}% z2z)Nu8xv4}rO4D@iE9TuVr1s!`e4nRpVz7KEd_9CJajuW0OGn2Whs*0+#|=i6#Y0_ z=cNWd0K&McyB$oMbt86+!6BAIE8M0VE{(^j5@`y3=^`+J*3{jzPDf$JI26f%(F(b; zyTxbsexuZ>!&oiP^+okI1dA?k@#!G?0A0(8-#V>dji?fDl|cSsr%0Rzn#kpE8RD!l zGs#{(GZZ7dFgJ_qsc*!n{hD<;53#i^8!De7~em9Nz;InY6=4(O2MtK!z*a(BkXKlJ+q$2nT?owp&KcjmLMx0cY zZRMvJfa*3^8Eg#P|3V(e@{eg}{!y&&tLUIj{@GiO)(gu3W6}g{K6>_=u+40n)bDw$ z3VPW@&T8WS1Al&{lRLR_I_s*hTCAgY5{=WQrBM#3l6CO?rFi?p-!393XVXMIEoz`k z{vD3)WwHW=*=NIH0`tM&?CF#%Oq|?l?V|XbVGvP&_Mu@XWrQJD@^!)Mxcbw~)-GuK zT~+_4sJlnVYjkdx?)+})P=uhk>u~aTW5ker<^Ke1ujy7%MDSiTGWg=Ds3qmfqSUPM z34`&lSz>8#ykje0Yj=cikcR4hYCg?xd)3#0{*=S;%eEwOvyH%yOXdQ&A5lxcwbbtb z)`;^~1?hG^!L`~t9=pkGHCj|p%@Q>vP0h$&@&Y7C2^NmcQ> zfcLNJ-~h5$6}gl&@?pCIEhg&D5{7@iPySRc@8#*iw;n}o?WgY*bVeNY;;#xX{yBDF zPJRzokX9IAl>rGkjjHxco6?;s>aEdM*g&_~?fWTFDstACJ7&FuYdCZ0h8cm*C;+(4R}LoX=8 z^sn^I6j{ObV&aQMY6$n4voV=>RrxV$*+mV?$7ul(MWifa5usItx{`c_n1{TYxV+B> zicJ(;qrP{l4L#Hw{PMdub+ylwF_qwrpK+M?($3{?Si@=0%*F|Rb|j@b(IkvV2vFy~ z4^ocdJ^R9{t>Q}Sg*nVd4mK5jVJqHjA|=3CZxCS-?&%iyWSa{PV=^hnHB{{v@k-$T zxQ#AJn2t9Oi6fmaqXnf7*_MMm+O$S7@({M)8Fxc|CnY`6P#ir_BP7Ked%w&a7<|Mv z?OjBwJuCImkC=8wNv`sj(V=Goa0kGs@r$qc|M`OXan&$XK6$Jsz8aShG2SR+TV8NE z2rL$9U?=*GBT@CM%Co?jb*&5KW5WHuYQxZ|aCf%L26kmbff4Nz30(hAI0!u?Or6P7 zLn-)TqNnwbDh2CLhg}zEh!Qk<1?D#=#0gnoB;HG~3u-b8#43jJ%y8x%L0{z0HJi_Ck&&NXzrvBRc3 z`B~m+Z}Dk(5=ASQewuz#;Ws0HrCc)AXJ#eS6M{-KzjXOFd;OP0ulnd}XG0Srx>_4Y z-nCj67zt(#ORKAG@NtBX>I{l7ndh^3!H z)Fau#m!Cz`mK2sU;M*{5-Ny4qOH`4~fJsY6S$!Nt(2tl^y}P?`#Fhkr0u9=mTg>*Y ziKfy7SEn{HIT`h)IO)Ph2k~0fU7=3Ys5kj7I|v~jUF3NgU()i8>*VW#WOnu}9v%1P z-h&LI7Pj`Cth1WaOq?$0w4#qd2Yuycfhd-~mgzr*0P&sYs*-JP*Vsd=7k1hhUJ#Hw z?j>LFHSQ+<%yBz217nI!1OfnQd!&MkUpFfpim|9y;ZYC&=O6vOGmj7Bz5uwqbjPh4 z?06;r0Oazfxp{_xbS_w)?@rL^wws_4yM|)lt(ey+_HjU|-`!o^B)}mPFPEEeV4p3S z-Bx0{;^Sei*kpdDXiwj8o;GiabC@sA2^MkhjNvF3IJ35ELX5*_Z!u5+-Ah^}SRc1* zSDf{Kj4xnX;Jc$!C0DHF>2?eQQv9<-%E}I7O8DRhf)f6>YG-VUaRiJsj=kL8C;*=0 zw!@tkojVNAW1a^re7^)uq&B-16z93GR+v@7_pZ%~B zzIx#^9|waIW8q!>&Ee#^`ilm=U-h}d7j3M!r=N46cG!z<(?PcqsLcFd0laJ)_Vt(( z)U}WnUW@TzP~D5JLL9CoI2d@8II$we^Bb9`sL?Q(N2?Vy?#!RsHZUea=q=r=L1Gyi zVrPJmKhmA(F&#dsNfci8uM}?thVHRmeZ!JQ5S~4d$C>E+?tJK&RZUc}5&ZQ++&bxH zRX0n43ETld!koofOJW$T!}hqhOHc?J)aN@w;=?$C8&z>9S7LjDeH@!%cgKFqB2V!} z%>V#bw0Nhz$vG3au$lG_r(C!Kczm{|-dXGW|H;hY0{HGTTC ztGQJWo|>JhFiz)s&kX|=P`siwxYEIb;$l!}>ZG`C?{SLE`B2XO>4)+5r`k?~?=r0c zk)u@#N*iJL$$ zHybHv!^cyw3rKo}tjK zj`~Zjlg#YWFIq77Q`#PTts8*uw zryHuUV<4{*jLmm5Os72xe8Kyc;#VACJ<5>+Y(gCFGk`BTB`~LB<8v4_(xI5^i!m$I zh5-u2uDn`_Y&ccFuga`kyLj20YQ+8+Ap}TrUZW`Pz8Jc^tjVM9u`Q>JVmPd*_1uh(qku|9vCu1@-dq039 z-K`Xw`p#s}j=capeCE>#mPW93_g4NKAyFeD>*7OK5rj_}<_C2N$eZ#aT)lvWNNKBH zW@fsTe*Bm|f$83qAgu^20PyFY*wkiN0_Dd>e1AR1;B429N0g?DS)MFy&7TZdscN4C zuy&H7OzbBB&D|Xyi-Q*@39FAz)TlWn4z){^gew$#=|h|iIW`@E;f}3aIe>Fk?FD>o z{Z#}&#vI!)fE^1DiHo5F5S`x}ATq-BwM3)Ukk?d}3n#{67gb;{hsIr|ddnY@%@%Sh zX3jbO8gJei<1mR;Nh=O2ksv&d<>QV@zqnh-xu5=xsj6?W;RHuuSq@hp!BBez2=qTX ztMS`R0xyj40kqR{_fA6-%x3|1c&a*G&S_EFM?g4lxWndb?o=0wX*jBS^y84>KffT6 zQJ&^A9h0bPs+7BNzwe&@YH{5nhap~fj}&0`#}S8D2rrN682u~LBkuQ~c@H;@i+~B3 z>DWD-M(6f1;C`b2g$b^$bt#M8_zIg=;r`aAgJUL=%E<=|Of3BDH~=8ltl{fBN?VfI zkDwb5;{yAhSdVvg8VJCiHUgtzLNx%>7H=-5F!d^&lf9vH-}u>`@#FL7&Flo*Y%j-9 z2W~}B<;V8^Egp{)_T+Mw!7YmE?!m@=r<1Au6{XSjokDLTa?0)bFN2XhKDV7TO;~-ZSW7jZrcrbH-vQ>A z`RG5nXwtC+_$4)6%j)F@n0im@3_MypBTRYJ;w?gIcz6grov|n5GJb^RO9KF_sJbv# zZh|G5Ckg~PUzlimhtn^h@RHArLru19D=@t9>xYXuE94uHi}RFaZs}%DvUHd+w^UqL z+*Kj?Y%>zEM1l;A<25pAXZvwP>pbz?-M}xm3*JHN;tL!Laa*|4^~E|Ki`fk1sFT5G zS8~7*8Z1o32gs^<0T;5zA+0}E(@T$nrME}&)%$eDPne(=vMKBeKD60H9tP#4&MF08 z>pdra5%@7!?q9l9xT^nhF!V+&sv^I^le?~R!b;Qj*qwrpPSo=S*|4i_=GJ*z5 zD31Q8t$7qg%c4XlziLPwZ8@AHtOxJ<5{Fr02NmQ5XOSr`MTLg!3K@4{apy*X@XW-?KH1`+P^$rY;J{Pck2k`D>sf54hA9|y zc)+fTz}GcLT1EQ~Gy5{v+y}U5!;*&6$M`Crtu>iX#BAL0;n^SnM?6GO+=!jX$6=!V ze`;MIr&i~zQ0H(Is^Ru7u5?re7j;W)JZ-$%qh^W&Htnzc9fP^>&vSGiOkFYR?*kJa zS7+`50u@hgpXA2mRiBJrUxIgc9%s9tu4e67&HG(078zy) zy5fb(ep^Id6LuFB6xXtZOA?(?TbD}G_(+%y;S_uqs_GfSnNA-pS!N^X56nh|G|cSQ z1-iJFJ^j{&6fnF7Mi$k4Li$(P;poFibo+{OkAd@Cbn2_`n08!P{i$eByAqWEM|C@u z)nCVM(Mj5Y_5T8y1WMrDuZGxJm*Vvtx~jj7U1EIF^a`pJUoou6I_Z%SUeDY5yThmAJem*xyg1f1;>628KHDS^3-?zBWgY(bqN2AH~4Y-Y_d}cx67U>8P~fV-+iRZ;aQ#Gm5|kqgKmB0 zJuMtIln}{tJMI&lHpi)18{^bCl4mh2IfDM_X}GNc0AHXZcva&|iMFllZ82b!A2eWG z;Fb(>I&9-aaFcP*@e+kxOpP}_D`~hMO+vU|q&Av=C6#k-2~*IclsB}#W6ayLOFeYQ z#&M@CObn}kIf9?TEtQN=NHY4vf~8wZX%t!}$4u(5of7Q2%q$PgMR8sz-lU>_v)4Jy zmassNbf&m;cBeLL8upz{0goq4_G*N9=Kio#>wRI;oK9s-BqOt6kQFuF3;a-iaX@E; zTgW##$TLfLhpPrO9QJB6oGd;|7PB^d{p#+wR6(Kv! z9o_xnr&EIa!91UUKGR+y&?(lj-nWLg_rGU+Y;;%5g+=-qn4h7akMhHElafuxKhq?p zqTK*}X1M_kw-@VN-O9^@y8!T|R;AXz=~!3N5+L9?V`gIp`P`f05QfncDE@M-P_fO% zi&qH@`MiI0E zQ~s3Mka@>4aojZV>sxa(B>eP|#o86O#yOW={{p1@jTPpEq4g~$o}JZ#ZAugR)t6iF zW^B=Auup$+)*>@(DHz(#-#?hn-8bftWgwC;+bhRfL`qiCd(?EDmn{rKuf4_*7ZV+jvE%ZuV>(R5Z(Cl#C8q~7)&ry}nnEpc6Ov{o^4S%=kQE(< zI!tZ9^j!-+z~Gb`O~0CHLT&fj)1TkUwFMU*0e4ptHx7Jq&%Fz{LNtm}-vdUG(s>LV6xO zmAU;&!^1!csfQnmI6puIUfyHMr?B>G{l+!DFcF+V+Lo6yz=y9`UGfp~AqrcL#9D9T zcLA#mwL_=BH83_uf~_m_e1wH9E4{(M(C_Eh93w%>$@ZwC-(1V72#OVBE+~JBM*UGY zYsV%eOxfx6yvVinIYu*Zei;iC_I2ALnh8U*{yS@%;V`5u?Oq-0{d zi~FcPml!hlke6AjecdP{T z!s`Dtb{1e!wc8#yL6J}arLky`l8{zPN<^e_0O>Btfk8w_RQXUy|LE%t^cA}$$&K_I9V^(Q^=@VCo`*C0!my*PBl5U+ZWOPy^?Je{b1KMPTat}&)~?BAR?UKeuwAvIaj!@BeEs!${jLUsSC^(0A)jdhla)G)@KP8n_+gtJ3QAf z2yeWLl3^{-8Nc^;&~WaN)XsqWGwwZgqI9SGp6vh1@coHJ{0II=9^F_#E@(m&`_~v@ zkQCclwjjmQ#k7C_UgCg8Y&SO}e(*L{MvenKFr6Nr{`qg070(9x8eNUGrAqD~yGBKJ zPKm4Xh5Kmj^be7DTVOXvJZj+Moy!VT*$l@(z2f=6B0MdX<+=>}x>8gdAbUe6vp3pP0cex4(fNc z^lU3P0m2m^x=~ktjY@bfrb5>90AO(wm*V2@$qdcrE7;uYp1*hN;=p|9-etyReDuB! zU@-PqSi&$*iPBA@b(n1cS~r95D*u%&2vB?7oOtJ`!>_n<$m(&_J3=Go7ME(W{hL4bb zz~4VwdXKxDlXz5ch=ydGu=2W^xs<0of7&+Q)276|77J zT{rwr+x%0UBM_LHKkxZ^l`9i?+z-E|v))h~(=m(7vb^IO)y{z!g=zKgl=1m$XuTB3 zu54%Y@yeup8FiLIA`zH_o<{_IBp&}0q*a!=l@hLdVsqskEc6N(@@*Gu#R?l`&A*9KnAtko^eo5zdtlFLgtww%Q44aaD1LIOEcW(Hr` zn=c;_1WWihI#j7!u<2>52qtrM4cd0$*};#rZ+5#jDp73f+xi!l@9+TpED*%1&uEyhwln@op7DoU^3y+{}PHBME5Wqk;0L;d`a2YnkQl4czCs!Q*}7UkHHI?)mBv=6ZmP zb^J-Fk^_?Ao}|NRoO$wPpbKtrtA`WUuJ1PG;+Rm{VzqK(PfOd#|7#V`0&S^c#$}~& z=K~=P*x(j>e!=x9&&`eDXGQEj_fs@wScGgYVtxrB9!juvs{*gYO#9V)rrDF;#B0qr z$TM>v#nJ7J-)Yv&AMd%|BnEKk$`;nHJ}6v@&F*~L$>O^MJgexfSJxRNHVyY;58uY9sD zu7?kEaCC=Qe&^IX{&1skPSgBAnYs_Q!HLe9M1YyNsUNmmE_KjEeRkLgPe3Zy!Sh+f zE4%?vlXJ2&ve9<)no~C+xezD;T2VN4X)EqjU-+R8(?qL!DwF616Hm+!bNlUx$|u| z4PZadGX{~)@1Dm8W;Ux3IIi8B65DBHJCm=Vz;g@t_7Lmbxl1&h>QfN=s@CPO2Sg$p zsX8tA%bVLkKUu+F^kl-_g#JpU2>WPgwf*j@VlAEI62CZZd&pOKX_SY-?~x`kxvq!V zS|J_`#CRM=oc%fcnwGeYt4&Hf>YX@zpsB=`zQ2ojeT#l|Y2{mlvrjv69&4X>oXFM7 z=pAL}jl+NCC5nh>g6=`OHOBc@ltkXQ+6F|jQl756L6hes^0Py1b+E=Yp4qIT%Fmi& z!bmXTC$21!v<68HjQtBXY+8bCNCoCuhUm|t^LuyXkBSsMUZFg@^^Ts7VwiZkd!G0> zddYs+aJeoFwlH&sua^l)KH|f*Jl(@Rc;I#HS=vvOWlqwnV_h-`82O%yuQ$b?O;vrj z3rZqA^=FAnw0L#^HS3??zdd4II)}!yFV}!^_0Bk_9O)+{h1{?CvL+OkUI?GaTceij z@rLJRICi`-vieZ(F4zYa08z6DNJH8u)1&vZQqbk;-zeY#;FeHQG#S6(fu}s^4N3@s zDHs^2uNt=qB?k?8rR9HuY0OH`^Vdtt197idT)V^oXd&QKvIVtRy>$i3KU6Yp8uL=Q z=Zn|3b@0yR5&qh=yL)l{UTrYVn)Jy|7X*32@LV&Qq?lcQNBIMs&!!)va-lySS1iR` zIe*;#;(f88eER{AHl4k`2jI{7*fNqV>?1<@7xAbF02($L@&sR}F=QoGSLf7n8ZxIb zs77ln+tcr{zMg56xxoJ#u2%CMV}|fXI-%cQxgT`?%o6`mKwnW*rNQy+&ADnPjV2^p zcnI2gIi<5Ps?cDJaGJQQ00h8WV48|#g%SMrPAdlXxas#Q?3%g~V_W(jJuth&Vt$xP z^!7x)gyPz-$sFv$=M;^D1-N-I-@?05bp*v!F<@#vx3YaAg+{&0Q}iSfaFh92DR#R* z8b};DiY8BFbHp?`PrG9m=3};NA-nk%F?k&u3Mp2o1`0nvJJg_Sn#x(!1|UK$`Ig*$ zKzpXL9ACyy#C%AZQrm_>rGtUFc0M0y|g?c;X@)koA;cheUksGPp`meg*Xa! zw1$N71Ax3$)_5JM>9WoB+;6qDvjJ>1T=bBWt8;|s`+zEDrZ|l=pyq6ip}4Z{`?QNA z?hGf*pAlN_YHfw3Z8U02gpw50W=}+wPn3rEH^7O_G=IIJc%$p8C?e1)=rVM>lS(TN z$R59^F2-kttZBb(UkrW+DjNB`Uo1(C;-1<(SItpPVPILtaH^c*O z9ld-gw&q=9_gw)d?j4JY%ZaeVrP5Maf0?W|ZHaMDEkdYm%#{SxpRa#1o>SOY~hw9y79DQIM6(qno{h+ zu0sm7&jScGRmN>mqu}g}r=w#Joq;@;Bu*?V)Yt5~{da$Ev)Ss`!y)g8d3I8)$wMnyS(ss*c4LKR?-vPM4(Z zXaW0rLl%NG!o9OLbrj%KQSO!rj~` z=~o?E{(U2Js;i4*VoLVnHP_PSJT7LtnTEnisrL@MBF>&9Vi8Z-z;aYT%#M{zTR^79q>KZr?)ou+b?;DsVeg?*VqLhA z4Vkn7v1tIctK;IR`z*&O_XJaZAzU}wrOmP%>)qF0@YL@bx)XRc)4W~iblTsUTj$h* zcl7A{OOe70Q)IABzgZSuu7zk8jV>fF!}7PU*FU_q(8r7}JoNhr?|K{HQgd&@OubCR z6jTNUJ$|;ILGkKp#CWg`Qr6ga&6%e_STV-LbE+LkRY?d7!ee)~1|nb;l>%2cShsKL z+3?zNP}4l^nQni^vsSZGRO)NlFY?feBiM$(fCakbOriGceiT#rq~&Ygp&%V%v!9)U zGP!BrT7x;+(*btv)e{;vyq>yIf1JRKz!>hTcxrR-fB8bC&<$F2;v~y&43!5WVpO{` z;)Dv$9Sp`aP|QUIAkg{4eRwCc00gUj3AToZtP3kdXDUB+7*4`esQi#gW^y!X#xEA)x-Dwcvt!{oC&p7A3gB9|~ zuP|RlLbOzIgWZKN)M(O4{W^Ja9@?4o%AZGq4{h}t6MmYod@|giVp)M&02{1r)>vtbF(i5|m1avXlHvgF*z<6dBqQ2VZ&t zx9%WTOrJXNakWg{pwK=j7L0EQ-xFm1CS#}P_@M1MBbnGbQjxK)oRVLxe6989s&P+F zHAdi9Gb!1#U%KNX-xODPyEb7xpfPCo=5$)bKrJ04?aymE5D!qAhX`!#T{eG z9I@Qz)3b2p@=H%14HxWF#Xg`op)#A~VQsg0Z5_+E5>Lug?)+RjBe;zk#g`f=M=jkN zrD-CTKik0ehU%E(#_9v*E*h5o9}lE`tpX@HdQ8mEd=;+krnxwl#aBVVRPOv8do#u| zKEdVXZ!>j#^zkFjXQ!TbY2*ns`1|tfCh~3C2brbzlO|A<7g29j`-v*mL1x z`JQ>0rRcepdCI=7#g)=+8G#y7>otI!Ok;htdGV}S*9O{nM&oGY$!7!SxsYO8CEdf3 zg5eGU!4E0?&MEN7@qA-LAuY2AaisXW&WwUaa~D6`NO@X!5NM<>?><*PZK>y+%#qIqEe-t4S+DU3HW+cBW}9yx zZ(;4@j{{h_ay;Z9*~$V9X8jz9n23XBnfnx^V+KRsi4c< z-{zAITWp}dka^2WPK;QeD51Ce%@0gFqrtMo`3c!(#oO>*Ui3xt>ro{7o>Ms`rA;MY zJ=0mGBYpUJv~75vr#6Meoy#=}AVY?hs@lXYxxuC45|WZNW>EJIxb$B$1b0!G&8FRA z?;G6gFz}D)Yt3Lce@mSOXjhSVWHIy*&TTHBalx`Y*rl1It>AAS1} zY(X|;t~51E2{G-}na~wl$60dj^HO94r+2^yW?;POUCL^1F;d zLgUn|xNl!T^7Y@$!pgH76o~HSNB5&M+c%cJ{3>QYu1BBpylNeSVDV?+ueGLkmv?vh zJ$FO))Z5YqhvSc!elw(=Xak)x4AaY zDuR!0$Y-RR@G~z_X6ck7i0`&B#1_QH3)L^F_^#Db>)+>>Ju-DAIOyp{SYn&+tnpLP z!V@wiwds7e@FsbJ{3(tY>I~hTF8Zv|(UK=tq-WcC|Rmc^cA2A=6s^z9dF3`30MOh|}WUJ~>tXZ7QF*d*9An(l!m3 zs~NI^COE2Zho5y*zv^N|=P{Mz$9GLxBxJJ5I7)Hijj3K{zt=DR(z|EODQt-u_^scL zZ&NhDTZSfcx0dnyyfBjE-~ej!*otrHC{%Y2>-i(oj9Vs5*OXGacbiQ`+55I%UFP9G zwz!9FzqJp-DT8qD#{;-TluK>OUFm_Rc3zZ-l^s#rdDn7l^8%N0{vfxJSaxfNaenIu zQ3vulX$iUU63*TEb}+J8dj1={^O5O~+6)r{xgt~WJL%9Q(6*$F`ilz^RTv&2os%s0Adw0q3_n%oh31bag)P0(&u%jfo z#KnSxPJzrtOe6y$CnFwFcbxzEv^gkha`%%Kj63C(_Kyax>mEyPc3$J7OBblkFd47= zc}J!z;U;}T87A$Ac0Cn7pb%I;eaMyPqFRoI4rK4Bm%Hf9uthbex2siq+3cCD^BZb+ zO3U6rDI7MH+J&qr9*Vs5_lcYrk`NR$K~(F~>&-8HL=dICAkZUuN$Bc!^k76T631TV0d6=fXRArM)7&mCacMMl`z~b3Z{q0%iFf3c3}9X{VS^KxAW0+r3JBbu&ZT_jSq0R%y(sdnbyc z&QwuA&&rmB+t3}ohgI+`cOmgJr&|vEv>0?Z{1PY=HMYuf@#*1hzi^_d@7U^2KzV-p zoh1k&uIoK|$Kq0LFv3$JMeTEx1aY3@z-5o(0Ov=w3yRnwBeT%Y#9-YA>RB*O-ZxFr zB)<{HIH#85RRR8rlx<5`=t5MTLPqJ=!i#+4hBk3t%Fhh-qCq*0U|B1PcGOzj%U$mr z^J#2aq-av|UIK$iwRL~}PO*249s+o?)*2o?ILH!e6%8SzMAR>5=zHWvr&O<#bwP?Z zM>G)b=;HWkry;~BPK`SStcTISF4~n&AO{>(_4B~mSyafZP<@fJ7Pb9h#oKq0=Yk5e zohfDD-qnRtic<-f_A1EY?#TcKQO?sp%-2cO?NY77D-K!Yr~Zb$ntsLiohHJclglo* zo?Woa4k-U*+bHA>S*VZk8JZUo6g29AIahW%SSEZ2OM&V#BB`_-9j({aaMRp11*8&k zqegJ}h-)JwdD}yd5DuePlj#N*uO$zoVJu9nu!(u`^$=#EhG3M-QSUv&iKK@CTgkDF z!^PDgWOgo+osG7;O_z;q=9!@7k7T2qJWO0hjR*EFRZiE7+N{(K9%!oHty4w7Mw(f zdoN_ed0+c(DDHbm+ip@7U-`bof*S~*wc~2mu4++2k> zoCr12(WIw!XlX)o5s4yEacy1fFj?}UIEnVt!{R%t%k8NfM`5VRLsqTzJT%Mt!e)O| zMx?mCyZDY0i{z09gsI+R@DHnS9H=-(qa|$syr*Rc?Zn@!c!uEyTa<{HDF~k}35^Io zp`=|pDub^0NP+=nT8vCC4P#zoK9RtFjHsx$UMABlFyu_Eb}Cyw*BnlgP4Vi7^uP;8 z6hRz5PMhvbzFwt*Cv{*`b@iODWu#j*#&p-Y zsG}(_u}qSpY{@_*AZpH)MO3+<<>hit8Afiaow+!BeJoDBjmJ9%YL6l<6YJQ~+a-_( znjGIsZ9Xf3hVoB86Rzz5nG|t3!QCh`vnN*JK$7fhyl+-3zUWqX`Af#^hy_JiostUW zp6$kSGfo~TyMV=*5ZJJ94?IC3tnDWIYC|-kL=o zhj5lX(a-HYV};ODt9+yfoZ%-MVVWIU5%xFZ=;p!#KGuGx0kEZ z1DcbsLb!T#>okFV4aPt`mu~ntQxwU1tWL2)RCJ8Gu3Tw80)=&7%Q|3gHM+D}!XD+3 zxWongH$;(7&k7ohL?~#T)%b{N&IuJl@`BV$J%)1b!jkq`vTllu?2cI+P|;}3D$8AN zSQC6ENImq9mq`o}^U_rZO4mPTg5 zYcf$JzTl%!w5YZeHUKKo1305&(e3Zj8K`~PNAHcs(W5~B!@XY;PLco$(N^5ndw~!D zBPFDO=ppcY&UbrSzR;aPcGDBEN?_irwlvW)_cXHDxq>=oNQ$f1#tfJe#Ajry_v<&j zxsO4GVCYi9woHa^obw+>Oi^sZ_~g7F=s<(=o=f!?$bz6%+Sa>kQp+5m5- zHzpl(k`A*Xw{I0u?Nw0I|F9Vm7B_EGb{2&NC_qjsLnU#-m+ z>zo`#*?Q)!)TS>=QjYE`6#o$;lkpaG5pZ@+!>FZ-`M0c1tmef+=QW$ zN{yU?mM2x+OS>v79g*o(yCXB;Sq|Ysh=tCY4H=u53$L6>WC`l>p`T)#j3UGIgvLuX{5~tvEinvAt z=7V&pHwd<8gI^WE-VwS_rUz4XUz+Ci@)_SJR8b7sNjEd?tNk3Eh<9tq%tF9i?H$y?9JH#YK zuU);0j@aNpLx|~_d&y_=UI9H)-e(<#<>nhR!@aZhT&G+T+$U}J2@j3P*( zH z82_TOhb1m~7#0QXHm`5ULR=y{Sxvk;KPyy*kw*|4+f7u)fYST~ZsIvDF3*O*fej^V|_k5*&1`Y5Y#*&(yDLri&NpUM6KF)`+H<}_?LitsoG5@Q^uFBLp z|JFN#i{%B*Dt2Dzn$g!#)*(xq@ewPR4n3{I0_l-q6_It;plA1gW#aJiSYFu3l+ZAD z%_5S)ZFLFvd7v`)BG*S83tbbGO*U#R4pfc84$Z-)Tvv(=@;VIMJo9HyzC`ykoT&5| zF#C|6W_P6^A(N(F3+u4S+KIDuW#_R`^TW{O=lkje3?Ie57n-kF{W)x7rOP#IO{$(%S13(dy>$21#g7rAU&rto2l^*`wKku7O|BFR6}7Z0 z*;K4@z~ng^w!6(fNPL~&n z)AgUvnUHY_nhUuTlk}-2&G3ykt-RM-4UUKzvl!Pp4%hSwtErgYZi6cUY^9E43`li| z(Bqw5v65KZd%W-;x!qdn*!)iUxXdAxK?F?IJAAl#s=E%YBZNd_n1^O5ZVJoa$~6_hmvff_hz(qh3!^&FlrK@BK>^lS3l{l~M zHUu75s?9fjx<14DrZU6-5(E6>*TxHXK!oB#u<}LOzyICe{`%kjbh^|NZ>-?@$MOH& zJO1$!GwE5ti8{_czrEzw2(mUv*RgwnUU-(z_Wu2^Ki?VwV9o~W+D2{u4lnoy!~muL z;`8I50`Dig{lh#hkuMi~?2d9AUlw{4G_DetdsH#}T**I7aN>(;U_yRzgDz3J;GM(U z|CM^=Ap)^j8h>q?ve1I;H~>C11C=;olazK;Ehy6vJ>JfdBmoKQc`75&=6J*t4#c?v zbj*K{hH>4h`6tTwH>JaW{Yk}k?)lZQ7q3a=$3WEv2fO4tXwpfOh`l%KhI5ash9mr9zcoC_MYSwBo;h;2(O6zn`QcK3jN; zhPXYg8XF)~cl#e0lh5H$N)uoP4@9(+HpAyLeX078)K3l<2lFJ@Vf*p`jcSnreDve~B=8$#b9VIp+nM6e{Z?cnCw~+Hx7kEg zCBaqUU$MsNd<($Q4I@fniq=k7$pc5^@B+}5y*R%Ar}RJ{;1aI_fa|LRP-m%HO#(J% z1azbO`0T*$(OUQh^V1mHq4AikyA9fh~(9-v=0 z(|Xf@7_r~VJsW&i^LptyOTg2Tkcn?Uv)<_k%7-*-SPXP}D|xXEP&N!xLWG1K3~J%W z`yqow=&Kwl$p8W^0bHwWYY*6x4`pBCr*@(I&t~&C6IxUOLu@*f#_~M+YJO0-7`8+3 zU@VxVIgjD9bS!9_DOp0){+lZ**=)KJ2q;=^pzFne;mwEj;5+^pjp&$@jL~L-oba7)5a1(7Gz!=@Ks^Y=4Gz z4cOhyVlX64-0=|J@*Q~m+y+qgjMx|>u&Yz%K2Wd5Ye5rqu#K)X*QIk%ZwWX{yH)7}ZsTU@qriJ|!n;qUJw0`fOn zhuVApV5k4ngSZQAs?s0WQVXKU_W_Eke=>_u1@fP}?t5d#5&n2MCCl|;f(8D&s}zA! zI0IK?P5OhT5|ZT5e@|BbX$ntyLm>k*3)`Osv(_SeJ6_BQkMuH60+p-V;s#$<U+hY+3sA-;e9WqC0LTO4 zj6iu1<5nUeen@&XfO#dVVPQsmZ*s`93b5Q&>%i+lj?~-z-wE-5Jrl1WrPm|C4>^op zUd}HjW!!HhYy#d9!!F9_v;@pdfq0AP0S7h$4tY3-k6BObH6Rlv(pHRDQ!D@s>rB#y zm$@)tN1F{!urZAuvVayd`FeVCq__J}e$k~E`f?0VbWH$rp-J{RIl$}F!lzf{{$j|> zq{dySz{^h#sm6wp~+{5 z2R9ow{T)D3Yog5dU8eGuLzFJ#_m%3Ul92^byQdXEm>L0q%DO^pg+Hf1{1#XD!Fi z|mf4TeSo`d=W+QP@15R`dRoIXHj&g989b!PnOavf>NF%gphkVog))FHVJu z`kd~g2YhNwkN*2Yinkj>o(r!D1`LI}DF5Q1U}gZv1uOagd*NjZB4}1C`cEV4pU*dT zfUTp2NxI_OzZ{N1jfMa@ct92I^#9nNfqepn%w2Mg>o5MwFr_XKNaJJ44xc&x)2;gF z^E`a`ol@MFPpSWW?%$P=;9upT0#}SAAVdGZZ;|lJjqk_XVCUH(6LsM)*QKkz-|$zA zhYlV5FO$_jFX^AAwNPS!s>?Cw-TU&_?**kQr-actHe9cv-STI^KLy#RGDVLK-~JCP Cii_9) literal 0 HcmV?d00001 diff --git a/docs/_static/img/compiled_autograd/entire_verbose_log.png b/docs/_static/img/compiled_autograd/entire_verbose_log.png new file mode 100644 index 0000000000000000000000000000000000000000..4ce2b8538eefed374f7596a3da0fce6e6818c615 GIT binary patch literal 580095 zcmbTd1yo$kmNtxA;~HFpHX1Cr1_3%5Ffj43L{(Td#X;;W&F`@Srn!>v?eJu5z6q!r2ZUW;#32IF z4TR)sl0~8C8EAEdRYftmNt}O=f=FC%pI!Ah^V%bKQy{LpUKgCYV^An!c}1apQWzyFj@%Jz#ihY zGo6io0b-fp3f)L#Sdbe2779ex3Xy)ocXA|Im4*DiZ}5OU!~?;T?rkVBAxlKNA58p| zUk6Q$;e{4ad$9av&@gM`N!Wc|Np;Y_|EOQ2$V$n%37RtrQ%&<6o`O<;Q9-4;2+|Wo z@G7U4BuLAtXQYos9K%^oAlL1uzI^M>D6kdvuEu5%BjV2hI0rErQlcDPe9X^>+3((l z4WZtPcDfE44EvgilGmLB)vK04HWZ_{w2l4p!h~xBUej7YE&mx?mL?FOkQ-wXhOqq| z({8J`IU|%)l;?p36t<4uqhljWA=I;!Pj~GHQV3FIbtc#3qekUVGV34!KO9F}*A4Te69^tY})Cv$>n4F2X@6C)9Hm0xws7UGJB zEz$ZZye#}_pjaS&piK8Eynpjnc3vb*rX0UgYQzY!gWs}%Gzt&geZY|%?tD*_FUA@2 zE7K*|!6IZW&}gN$e8OkyZ5h$q74Iu|Edcl9aXjRpGk=Vdi`@MOg}B|P{ugTfQGy{3 ziy!+Y@8!g`;{jGX<4FrbCt%LV+(BBuqV2rjs@yK@nzEQaG?~pwluXsl00`% zYwOr-?XDw10wvD#{+andX1gs^q(dm8-*60MI;aeP01l%|w4l?Ij;l))+Q zl_r#(D1EN9SKdt>GO49pOgj;d{&+p0I4C)&IVim|yu)y15{})Qv?V5yx1+EpH>Yq! zZ9;udZKI^DOs~|gysZpfTBkf;dZx@<^(1$jpY}5?08i4YJWa_eY{|JH-n?;kO|C=< z-<*UkQ$t)!s3JG3h%d)muDFD|tZvrrsBVUC_IS3cv~z~ULd}ASt zY)aO=+tb~%Z=`QhpFCehpPZglZ`bh=Kf$qX;3wdnFgNL448~f2&`&XGTB+{3=s>gH z(Z#f3T{I1t#LZvRHmzLLFYPg6YW!vlQKxK7HIg;$bSUM{=SANhv}R&$No38ywr;s*{I=LVN4BV6 z*-I4hoP;SEY?QQ1J8V46NB61BwCqr&LB*wfa1Qa9;FxW0zkGdpVX0sVSZ!8)_>-;L zXc>EXZfUJ9e+ha)y0+|RtF>&s$-@3(Rb%ItFPAIl4yO{=H)jz-UP9>TW5VSSj9?EG z9ONpZwatRP-;T8QrB3b#<@*G?JoC+6kGpVXXouuUF`OJ*=@B849m6Wgt>g`2Um`QO zYt42nRAE&sEeemFI7&5tECUe<6^6_H~9t~F5YTZ^fSO2>4e$ofExql5d-s%O}J z6X+0D{~JDx8)N+=^hbK>mUPQxptQBjq&RN6Li`mU8>f?~`ThY~zDZ<9f^h<+xP=r| zVR3N1%z9fE3YU28^T*1u(KRXeRa`$k*?0e9>RXe!5tbX7_^~m?RwU? za_?5-wtNk9rFeah`2*7slK|Tsa2-gGAx$Ndy1-zMnHb7N^(dvmTOvz9vqmXMu}u*b z#C0Lop=?eC+5*)Boj+<1dUg^9VT(+q(PYdrkC>b$XH0r?dpo6jitUQoWI3|=OrCmh zM{v_k$Uc2CVIQx}VDnL#KdD~i-jmzg8GZDs9A3e4SRa$joM&A(d^>rJ@qvFX{3+5d z@@=Z-mrGY)(1TD{_fJvlh&lQvl_9!zwLJwD?K>l8m&;xqvA34HdB2b9l1oYM46D_V zO;SxKdsn`@+$yFO)Y_M>MmIxG$~Ve|WowmL)lWjr9*=!&32akrnHKqT?3HyIjh3s) z;ThrhiGqn9rIBUW%I!Minm$g#8^JA6l=#E!-b)kIN;Z>!jW%h9=&*e2tEoEsLxM(dBwzbxbl~`XBweuQz zbZH;1?LV{Jt*#I^cRqq`3#$WYg!V)i~=gTs1Raq@S zhw~lR^HU){Gslt*<$BvJ^UwTi>~od-)0gEckRE*Wbh+d0Zl8KiyB{Y0!2jc|=Piae zGb^*72!`L%E8*eb%;0PrN0vgi!*SH-tCz;x$cegiqs9GX)V{5*SN?O0c9;%QoAyiJ#pqq*nN9lh_7ia%o$LLh*CA{V3O64MU)FQN z)8XR&ppLlCoOi?f(hdF9a=V|uA2^!WNZdPuZgrlzI#}BpG8h{Y7#>fyd>{3g&y_#* zSh+pa8-_{-+HNm~FW196(K_JWnhR{96^p1dr=w2|Z0iRYg&X9|sMQbTtl6FYuj-`T z4!?>Xs#2j-H`XzGQ?Emse60PXW(i+b-T+J+p6YIGc?KXrkz}MMVJs~TMhi;AfkA_# zgF%8);Gi!UI35`EKhj`eU%~PJGpztl{Z}0bFt89aFsQ%kXn?MNKCz%5NcyiU*qlJM;iK18JM7=u!IEYs%T(uWMu7NYU9{o%B5Y%CM8eL%#K1(xhd@F?!eeh}%%vdmgprwniSh5m z9L)h z!N^|N#tJ0q$oF3l>o4JdE&QK?|L9Zwzxrfm`ONvRef~?)zli?12`&XA2OCSLKa;3z zZRW@a8tUI=|4%9P{}SV4W@Y_L=wEaHr-a(yO8jf?|CErmHv>(C-k+iIG5^)Wzvlf_ zpNH|!!~d7X@XwX@k6h4F<3r$K{Lf{}hj1%puLuSv045V^oN&+5<$FxQlfwpM;*k)##U3q z#(v{tTU$)a%1W)wI$Tu0TRTrbJUR+5E-fo9lUb!z?euT%wVw(9e^n|!p$ecmRV|0POc&!Vz9*!}*jV#J_7x=>Zy z?c+#i`h~~ciA3XyeZ`j0tLor7(BVKN;EY}KezsZ-m*Ksg(e(^~LCQnIXAk7*m#)xg@PC6rA(HZWy;V&~ zcctfh`a$1dsUF1l?im&IzLe6n>g6JQw9L_8>fljgGQP;XS{I<>b1JhtgvR@FLH2Yr zeQHT)Z^TjUd0c^Yv*Lg+oOO-Vn$BYMY1MU`#c1@9OSfG#g!m1>U5Ib}!(#US^k!NX zT9Eq#-@}HS`E*ffZR^hW#d_VYwb=cpO;_FMgskT?3&YvX3RZ7Vz6@xig=!ebv*xH7 zFN#jV{v^Nc@L-e`+3dBbp=8;7!2sjwlf_N5xt^QhjKv=x37x0mmUQZ4jMv`AQzltC zj}gorS5oV%bg4!O?LJ}cV$a`>WC&BYn3baYnL9TwCz$sD4B+&T$_-W~4R@0Ku`IJvTvi5oVwBK}pB|D+H zkGWWW*a6~na4SZqpv?@U`=uFv-G=8hOyAQ*(}?GMlkPO8WVazkE(-h9Z2P37eruJ= zfBg6!S0pOtJpU{|QE%9Sr~r?idvXuDbE1}m2;pfSX>rwK>Q1L)x`MiFR&VC=2sUB0 z>K-`4$Z%dqOSeMI)s;W9gRT%2w0fa4cG+(KI&2%>X51D!md|7@zwU2Nd<+?7R726KRjq z5)(xkJ0A3zFk}0?A2wkla;`CM52r&=-v{Ez&1OrL6XN6ZnUJ`m^*`{svue4lI?eo$ zCx60Rf&-%l@|oiMr?DTh$=XW^2ngZSj5bxu?1r>RTn-k6(g!Nvt=u3^< z+2%iyV+B3~i_6k4Ui&Z(OFfo8DwSAAf7Lf`NITNV)u1Kftr)XVN*FWK?^;qDFe~{fkI)WB^#NLOD>*LdM4&NxM=}- zUKshah@0E(tSbGe5csGJiB*HuvPxWa4x8ml+GYH4=xFEf*?o$Fb zrKx`HcS6jSZPmhX52DTW-Vcbv9JaVU*6(iuZpY(`JdOunpZ3y`!j+WEREo&-NLPq` zRxoE`d#zO~R|+H5)elv8$7Qcudg4ao@JwkURun7w~5hv@fzrGIWwvF9i~L#<-_BoE$3kOa%wsSf+7D&8hD)ko|jl)|bTgf?RHFcrp+XP_OBy<}|CUI+@01 zvA}gk7Y%?afzv2|`EC%ys}h$`B$c|Qidos+dl^U~vAe%NJEU)atR`(M(?Hz6eFL;cIb`G@aVHWUwd;usRwK$cjXk_pIGctFCbj zf#W9JR(`LtFjQB(a3F_X*!h}RAXi~uRV?|%EK<^;Aa5fhpqHh z%r{Z4p?RCHxQlE*Oy_0#YuO~qny~)QyZkSGK&=JWq)M|B%Scc+UuPmKO7WEf&0?-x z9l7S?ocYmANf^?EfhlM7q-;0tcjyXz>q5Z*n6Hqj>r2(f<7;11Q+p8>Rm$N^W9`$& zzB_Xmef2A&fC`llBNtmF*QzZTAe(;-SnZ4Qpg%Rs)!W~rOcFO9mo0ccn$S$Yl_D2lT(ESpR!#)OB!h zXk{bV?S|j}4dwjb+dzdv5AsE=K@TbjB>#6e*1uRhM%dt_`iYBq$&rA6#|ZlG=8`}j z>Od$}j!Y)k0-v`!dGXS|sAbF9 z#`b>x(ADpUs>P@eVovsCBy3kk9A!G;y}tN+T}<)YUHh%IpSzh{x;hC={k<({>4S zd$Jhc;&>vd&rpt@77mHVfzJkI6uL zthe_2J-I4v@FBz6q#FTQl&rJ2uu4xsFjW+@(A+b>``lH)#_R{GNR$Vd& z-E7)t(~x=VX%iWzspf33j1|cdI&`ODU=^appf!wlr6qC4J{ z{QT?Y98}YERc+{wkUgPjFP)kv$us-XEL_8_cJXhju z-qfm<8MDZQa)Cw<&u6XY31uL2f70CGxRe?4#Hq_4&l_|kI_@T_9>qkCOgzCgzrQ^n z-mm+(?9S8k5vYM4=i&PMTcbv3rChFmEdvl(knQu9s_lOGvHL+HS<|LHF`Dnmv`l(j zY3`Tt^W7<{$rynfU3xUGiE%LZObL@h~p~m^}&hV`% zw%T>T+04w$4y{I`(Yhj3`wv&}nJg*&@@MwLZ^aJp850k-xI6mC)Aa1yQSFWr*YiD( zPq^zbG7C8seT@{MC53*WyG33OL;GF&s!Kz|NM|eA`g}#K=rzbiccY`vy}OCw+r%8V z6~GpnlD9&jKD`_E-yNycnQ*R@`bY$va=Q<8<9rdR4nQegJ%otNlt}6N2SV?>>0>q? zQd127}QggWe{;pr%jp9R?T zbCX{870B=wM>CaOth@W?iiYKQY%KI-Uo1-H4N^rB7YMe9IKHvpuey+Y3{%?$N{dU& z@Msot+pLZ29r7;#S9Tg#JI``&uCPq^0s>6me_pUe;b3(3#Bg|pU3Ff}K2wi&qfH$q z6=M~JAuNyEf<`N>u70+J(`3~AxR;*DF0vAk04eC>u$OA00AgAW;>3vLogW;+A?^HK zp}HrU?6%O?j0swK^f1|7&YGMy{a%DZ zG&=di83{`@YS`vc6t~ygdH6KioQ8q|3M#577!>Q0JlILN-=vwbSae#lyt52R7~A_C z>nmR$!QDF}R%j^Kh+EJD$>yr`^vF)Vo&t$io1LwE4^a2I3VYk!xGVDc z<}}jE*(bJopA)Kjkm+p97R{~D2tmj?4Cdyf4rH^Lf%h$}x^O5_01Ni}@O_F)6afj@ z$=c?EVg&N>4DI!)c2_FqTT+q2%4>}<4HLhh^(KV~JW<#|Rnm4mcP0`xHUgbj+8 z;PX9p%Psmep}1vNAs$yF%7BDxR z$DL(iFTAm-!&5*1TW&q8pFo4V(*bv%bvmn=kV%GJFajh+>a;9>CZ%*5COS^HKKdMp z3lV00U2&S%68z4*CCzr}k8%ZIL4#8U;YNTyc!g}!{BCJkrGf!%>@3mh`)kE&#*3RobfIt%O% z#h3opAXNYdmlXkOV@5h>peRMu6~PnmLz%62v}>?#M~R|@OO|!1?8W3Wg zI4i|92p>ML5IZmE&EyC|I`LpkVIZmAnb@CB=EF8vE-IL%2@u7uf0RrTL4@c(Ia#O? zZtgtDi})&)2(n6G%X?p<=JIa8Ld5;BSV$U7XneO_ue#y!<) z1?DZ=E0-yL*|l71^){N2o~`Vsk^cHPj5F1NROWwYDPE=>LAzI9FoM@$cHfeyRDI*( zjd_hn(|O2ttlp0XQ_qno2{6?!ldFP19WKR0RFowL`VIPddHgW7_%R3Eq2VoKIbBxz z*4Y*~j`kd8;*J!NklVho3$!=)bswk+(ca`MlLrjd59ywd@zAQZuGB;dd8Muzv0DkN zJK@W__kOMCU`%$ddWr{OBaC<&PO=G!i8pRuVQv(^IZ9LnwH&ld(1KUikg=s$x!CM^ zjBD|aL{e|IFP!oX>Nt+(K9h5%%CHrR^@IXY-pOQeG6x0*nQ&SI6MHeUK?gLQmC67{ z^gL+IXfb*Gf*W_T()kcCU_6$AE7a}3`a?c{24znKj+hje9ytACuSR(be)tP5hrd!WfY9(Z4Rjw_&UGJ5!Bd>dq@N9crff)TQl36S~%*ngW zWke_V%Z-DLs?ImA-?IN)0P0v=E=NkKF zOl6|7Q#~1rw>%+OJeSOh<*)ZfvCJNev%MA8-wt3iI|kcF_*2HH9^|!u43ju-iyKja zZ{nQ?dm+PFOCP1v@MU1nm_%|^t0TW2{?}!zAEdFH?5O+hHOMF zz6#)t!C^`caZWhD969wQS*d+sew)0uK<6tSJe`$()aPR%CnqP%5~u5HHC1%7TPC6` z&FaZqz$GySa**%}$#$;U!}JU*MWG+J(q({U|8s?gSzlR@)6VLaoZ?J-pXB zGCv;iPsUJiXen*o5DfKV8?Ja-XYKde-FEDMd0<3&S&)dcF1liZc1})CbT2{y@#`*Y zZYCeV5u>e}cd^;R0^yCML;@y$`{yU*G;h7$M@W#!^1rh3tEi$5|M9?}a(6s}uvIrx z_a~_h;ZYY>&(D#js;1#!+KIGS@yr`U5ejO+8jIbDo~1UoIx_u5swXE7@3i^yMcLKX z5Q~&>ER&w#L&wWrY;dD>@Rp~eLhQqGV<6*AAAV-Qx9G+-4Z(5VM&^-mToWkPk)1tk zmu-S8Obb9=EKIQsQ>D$&!R78~E zpmSac?s`tV`%an>Y57fSjf!Nu44MARCo=PC`eKs?*VXy;-h$L@-3l#h zkJr;ElyKd#?b&IlR6E2bU|uVIezH6H{O6F1;>1{4?rU{&iNYz2-rBs>Yxtb^oq38^ zsoI4|z1B9?R7mdzyVVl)m3{e*znsIeRU?g66bVk<%dyTo0>iJi*Slp)E%VBv2LbXA zh9HLoDFu+XNAss8{F*)SX#W*7aYAetYiHbd+!DTDuOQy7TpXT6p-XGM!%LaT@*IL}ESmB+v#B##l6``{k9NNS35`B!6!f;la}&n+3&FZOu8o7c;^vWySJEAQ zTY_S<*Y?a7oHGG&nGeR+;%>4|b<(ce?9VvbiM6hUI6HQw`da359h#1 z@^gb5FAxH5#h(e#Elu`&$Kx~BK8C;>_@GulECrV7&o73vP9>tVZ(Pv%Q+D?ab92$IEI5qIY$#aRjxBA@eD!%bc``X9t>h(Z3K(T5?x zp7k(JKiifE4F^Xu4B`h=bgYi#YBNX&`($l*vy0T_d*0Mnc_upsB$jgj z#Qkr4KO__nT8(QB(^BONJO(8cRco~zOxKyXsfPZfvU*+Sa#`|)SmcLXR&~K+SW4I$ z0}SrMYW&+Usw_Bi-$OG$Zqr7gr#NfV-&{Mf!f^2fEg;jJ@#rUr@0lrA|MV)Kf-Ax% z)n-6u3PO%UyrHsc3B4lNj8egFj%I$)c7f3JSPOAcjsX+F5>yO5;(~hMxUJ5Q)Ft9) z3Zrj}CYqWUfxG1rrvn<1Z3Vb^KS_p@c46C5h}Tq7udnVjZgbj{*CDO_k%5p2w^CUv z>V$wMgMPkU5N3U^9pb(e%e*~^Gm1ObC^-NigqL%5h{=AHau`k9HE5A2fGjL56;xdM z%;D)bD9s}+gMiAe>Umq4e{ByUX!g0a`HP{;Who*z)e^fsu;5RM)1mh;xDePwa9Vs%!q}3v=pq5_`=BV`{d~%ydKf@SOi%|q3J!wwwOn(PiDD?x6IJBMt-cwfX~9z0 z7AO(t6mIxUVRTvzCB!5b;vAZMp2`o00nEaYj-F&gWf?@n|}F2);cab?tmE3@GM zs_L1J_oGombxL-2RegUK#?**vBt0p~{c`WHE24pjZs@iM8kL0%=ljdGFgq9t1Al*G z(Y6)i!@}j)o%Z$H)Z@Z>o3TRUsg94wULvi2=X|E7T^#83t-3Y%r{r)N4;|CJ!_N)g zukKiU(Fk9N!=>2|4AA)2ELwA7dTsuAng~0%1<`woaAQ?Yyov|!i+C&5?xoba?3yR? zB3YnP;qYq&e7l+i)`3vp(Vo29o-y@fEf@>%rrV3}@~3Y%X+y-0kvfXIuU=b$HmPfCxV z7ff?{KfkSoMn}f^c3d)b~;4Jnq`fUtGPqp@grcN4m`BeU1~=KT4axU3Ga4xX>3JN#y) z>WP4cuLkGu$PHAeJW^e$-`#;MjP-AqVwY%EcjDS!4QkK*AO~cG0A0=%Q29Pc8T_BICW%lRcDd^z_zCA?YPA8tV zyO2iV<8-K%5#YUKdfI<%d4Ch0tqCK^5kvsoPeY;r5#WuE=Y%ZuD2BO+Fqbyip|bxl zhh$_hQ(6t?SD|VRvRuh&+1?UNgp!?}5%!(WKv&{nxzittG`w|rWOFCloYRwT@pV-o z9Nd~jK_FCfmL8WNzsfatW>d0qNe!C$(+sNMi8m|1r@F`D%bD9Vj)b2jC)WMbcd7i< z$+2|eYQt3C;^{yk%;BTBaoP&GrmB^$w2MY@wb;cNEiqBeIlAkg?@{@}l}-Iq0<%$g z_s#xEorLZ;>Gp=Ny+bx@H(@6UX=)2a$yEaQ-VZz}F&n}$Fw-DUb9`Nm-U|0n%50mK z6xm$H`-+~KjOKtg{H^Y2KcoCTnt_s5si7J8@@+^nHXm|zoM>MF@NGkV>UgK`@?2gc z9HWNi6C{N~CiUo}zX|}ZRnOy_8_?Gq&>DLg;JfoO%CS!U>CJq;vSLJL6PEDvhiX?V z9ba49y;iLKRhn0shw3>1(6cG-4-0691V#h4jbSS0=gbm`V#}&W2E7eIgnzK9AHv&* zfC@qsoYu#Xt+4W^AeO8M#AIqkx#gkF3$zG5{LpOs6#`AGi*!l{;`BKGTffVNXUgli zqH(HWUc0PZ?@KzA0gO~{i%v0cDn$1vn8Fv6!^LzA< zMd6){6TK?3CQ$hkfPrc!!WLoXW#HrK6oAs2$>-JLj`HYzb1-Rc4d;ZrG*4Qz3*e`G zZ8h_bU(9YX^I7w{*ZM=eCMLPo&y$$dUi85S_UJ!(*YJP4y#YZBJB*GjA`au}D`--* zbH;(ViMgO{mPwV1U?@|P8Rjo|Qfn?Ub?dKa{TRpQ;j-lydA#$(IAtPmHvWJO#5KB4PT{|7lFNn6p|F6T)A^EH2%~y6`)f zrJA9Cj-ocm(`YRHyQoAAfXx}7Ppg7RPz6q=5>ILNC-|uxdJ~e>^+HHe%hPuzDG|#y zz}NX~#pbkSRWM(ys=;|_UvpP(jErWc;O#YC4bZ<^4&TT=*Io0;Z$R3elX!6vcg|nN zuB|$ogE59uih6DZx;5KptRd73sl;Lb$Z zZhu!H_tv0ft*DO0I*pq?u+34opMB|KIc6s3IZUZtdOlPHxFbxZXV(-8t8hP{ebfSq zB#9_g5IJPC718$PY;+q_68&8|*+NdQTG{=+vcs{WI=J`{Rh*o0NC8C6A2Kp7(RHrW ztc=bF>hKC+U!k+VV1l9wQk6>;3xlPFL)Bb=`j`+g(9lT{*puN2M!-T*khThVz%#O3 ze*#(>#0lW=J;8H7OGCXfz%jH4IAA(+Q7KAYOb#wSeK;(Lm&x;kgoTMms*q@lMY2*_ zfcKe}o|`OG>5K^yH8t)+fwDUx>fiDrgW3%vmpjR`;9wrCB8pyq`sG~>hd_ocE{bZZ zs;dBK-8`l#&d7_LAR2ILv_v9yZ7x?$933gQMfZ2SJss;Nd}!Rv z{M95iuaXwNy{wz3_-o@2K8Tv(P6@rES3f7msHldsm}d<-7t!J_NWKRE4uK>w{-KcQ z*icqXPfV7MH5fGlj#JPPS8B1c1UH1+J2X`PulgG6Uf0g!UF!iLR|H9b&dxU zg1DzkF}62Kd7*0FK8z09E8nD#A>$qYgm$67NHVq;i2s%`pj*vNe}u*Gd|_Zjt+Cx9 zUeZE!_!EDXNJtP8`Wb$N_z=or`l-kOvJT&KA?EcJA{EyFFgF74^3R>?(e^0n=^aK$ zTzm(+)H7kMKZdZa$VZ0t!CvQsnPR?K%PY})6Z|^ssP+&Jl%S=ypAPEB%V+@sidy1y zc#rsd!ZXDZ{wolRxgn}h!RIj;@PPJr$2cb^DifvtC7D`zSdUUb2+sY@ppy(aHi_Wx z@S<1v(mM=#HQ%QI$cV7D^!%me&-W{OReLl@6vR z%SU04_3s)gmG699$jNS)rj)DG-k&CIheeMr9noS9`N^0{7}th#lL7&wO!3A0Wp=2{wuQ8p%LnqBj}bpl~#vms$fCXyEPy?goz+`<;gJ;lKd#6;9U_ zO^=>joSRY2j?Z=l;9R~vfCJRt4mZfD2J=2FOfKDyP{+W0zO?VvkMXkWCW@BucIpHj zywB>jhGAqMHx4*~MO&^++68(Xp1aauPx}1PzaY@cL?f_IMyA<_{1cbq+9UhrknigK z2*7Kz-YSc>9_Hv725tBMu@@7P3Pc)g?zplKxFDnlR&*8{pt*Z@cVC4v4K|%il~^*Dde3X2`1 zbaCxGNuS7BBoqO9S(2be22jwNR~R&I}fj zoMPJrVJ$C@rq@V21*rIN2^Zbf1agiY24cv_VYHK^Z-%Un{9!Ql=FKU(kWJwXFb1_~ z7dR|ajLklkm3(KhS#t)Va9><(5-GuG?n-Rssw}~5pDYVK!s<_tAo3-9mw%e8vL;%Y z-E7X#8od2RAxGw7G63W^j=rZZ<6(h&-?z8JD2B#B}%*8>eAUD%sg z==MLUW|gThcZFj+b7ODl+!HMHD?QT_D>3nja#Pg0?JV-aXjYNItI!Nd88*S0_lt!^ zvmSc)a$M=q+Qgd-cRrWv0KE>ON?a-yS^gYDgV}zC?n&~t$T{Hx-)-P zTyXx{H!b=mYYc(M6yb zg}KQJVPS042_JpCE*ejdloD5)a1_S20P$W32-XX(my4c5e*lB-aW!4N!6vMqGd*xj z7ic^9F&Qdm2XLLB3ji6oH-8M=eyrBl+)0FjR&jr>-iX+2WmjLRWq|X%&$E$ry;*RHZuOyY z^<@4gE%Mwbo;7t2wl8E@AqKGiQbRHK5&+__i8_Y>kB=|c>kbb&%y&is)xS1_@?Lr&g&v1yw^SD?jbJ+JaHcRj# z`+a^HvwR_ajV}A>|6xD`7>k?v`^HP`gS&?nN_@6m>#uR?BgkhvhbUNLj?Fs!_#3Kx zK8Kba+P^b5<=D|cM;SP!)HgkFL=4LX=oC1+G?H!G#{s^Md;8u%a_of6dhMFb=>m%W z-5bI2@wRU@a#4hfziM?ly-5YzK%1&7s38^>nWL?2c{8ropB?Q56p5lwDD9Hu#HwY& zmK#GZl809Fuz)}3i%s*QR9&UPW@`vD#iA>q*iUhLAfJAr+0o`pDT_?duzSGdZ=}7Z zeG3IbxRJyxhJq7D+kJk$y3QD$s9n`2xv@n>;T7Ws zu1H$-w36^U4Y8!x4_v8L+`w-bm5X0}tU1mXe}1&(SzQkVzPbfFtq>IGS{SnIfk&)h zNN+USxA)aAay>EGJpDG65zcBJwF#x-;PA1qpuWGi`_zInXI!|Png-fNth`ZAT2#W#K!oZqwx|dSnZN`!l|R!mcMt_rKv{ zSH-`7uMPNu1LV7e@XbOtwfD!wgo^$&n|)|ZfHdD^XTSwwT;W@Ha+Tv6P;{AbpbQA; z)bM&SiJL-TFtlBFco@Gm$(c28J*%n4)|rfFRYXfyf?{uh`|uvtX*$KB`LnRAywN7z zjAzlZXxaVl8%{jfbSp~u z>wRBsYP0_V`~V52WJ`^PZ82QA=vERyGO@PvN* zT(1id#EZh^nF_9V&~QR&JE#OrlXPdYq7@&wMwc%N9Hz6KaCHRRyKZ>Q`fd=)WG@`&5&v(|52Uq^7jJeGnu0 zc8~77luH)gZAr=V5BiVS8XcT1f2N^pBX^PrAH~+Qh@t4b^=$sPr3Ued9#yH&WKZwq zJ`nUeOd&`)U0N;7vc8rmWcRR;VgK#R3$V}-ld6g2hH+FC=^QphU7|nO&Noc#We=u* z5k_nJEx3&7+f&WOAzF9uvvL#a^@yzr&?(nKr7@7Kd*e?a6!ah05B%T{Nu^3#Zm=-% z*>Q~__W^|x@%@S3nRP%tv@MXO*n~HDMuUi3NiKLTl723S4*1qjTx_vBq;>RowYzDU z50Am6j-jPBQ>D{se)4gL%ixRM>cdf))0`b?Z)-|AD?DnA@mM4eX#s2>RCy4<;9dX-aUzhU~MaotYz@$r{z3dNs{x~G+1%7mR9o+sOZ||_*U&k zc9#7rostz*D{La~dS9t4e8m2#E2zQHJgjn4mkxVHQtpfu`4SmKD>R1gdwkhM*MQEW z3ND)YGQuOIP_-IE9YNo=)Y)ID2WI!3^RzaxfPFrv2zRI}U5(o%XA>HSalo`pn)shc zrKvD-Sc5@O09PLNIukg*;XrK8HM2n<^{4uWg|L1>F&ayz-Vk^}>*sw_^?h>fo1kvf zGmOg-kWXbRQi+(XImU224I7(YLnH0v1UyZ@pW1Z^U;eZBU3Hp>KzN+ncq{(aTW>R^6X~-&XDI?i ztzaI-+&#Gup!KwK!dvLXifLdWj6|QA()u5(-fs|Mf}j9!wJU-=wc5m-zP0V*W|#ID zIyo)F9hD-56vgihvc8<(t9O)csY3XKwp*x46-_3K*v(9Fl+V|@f9AR84xWa0 zCu(vpN2)&l8%LDNYl^L!`cyvk+i2!0G9l#H;;gA$a<~xcJHJOZ3wNjiljEkL-vm#3 z(ZDj63=uX^9p3#RA^My%=^tw#@WX9PSSk%+X0CcxiH#>_PqR`uxm%D700_uUN)c=E z&Sx^V70f;p06k+j)H3Xm`4 zq}X;hELfpW&!h7QvM;d@UE*&LFuA-;tAf#AU1i4iIBl5%#8lGXsxSnVlc^IBcT6a6 zPc0W6VX=Ozw&kc$3|L8P5h{|?KjFL%5>UMeN0k_oP`o$KNlKWlAz!c*rn^n4Jf@1@ zaQNiRKpHq2LWBl-g@Ye6Og*to7G?YDSs41m5r4l-s{GZq+wACelCUJKa^JNzfjbdG z_a=E+3e{~j81T6Ap8j{GIf3t93|`LU|^5S1=Pc zWa-~O)%&xWfYa*W@XQzcm6zwLd*2o$vULVsL#~EB87;|r^FT#okx6g* zSm6+}YULI5Sf9sqW>Z|#Nj>oWynWZQUuECr1vy2J-`r84?p*yCB>eG!W@NKW>^)It zY&&vSvAb^X(Kg}YevcF&7Af$eSQ$DvjGm(MEKUV_%+JblO22!Qhb<;@?`!9$Uiyp1AavSK+XmZ z4hkza(ikS8gFnopJH?g@y?UaTD*aw3OkU=8Ji?0- z>4L@Z=a*)8|G{;@E-&vHK3d1XRJF7Fc6@R2o<+W$7dnI;siLh;?w|0W z>kn%|<&HTT$d9#68OV=dO5gqdf_d(7nQ+g8Zt_ND9mV=o9kt5kQ5Yi0! z&y?JNdx@S}{S|ujO@ms@-J~a9@0I&~_tKBai2)N)Tjf=7B_n@5Cvq1y#bk?@RxqYU z3n2}I`U%fPm*>7Lzpnp~mf<1rOstO5)(~0=OQI-T&N0l+E^c=<*&I5(8&-9D_v?0H z(q9Q><+pufUxZV_wFGa5oTOSO70USH7lp;C`5OzpZW>N-cklt-p}aQb?yIRdq)i-+}4H{Er5qOTTxjJ(Ta6d?<~gdURo*NRg1)|? zuzfUjuQydj1>wHjh0KEbO7TbR7>cp#d-AEmp}sL}wu@T-gxGwwVVYM0f+&roUxQ3H zl=3Tm%fCrS*Y_l>iLl?{U3LabW+xLE*azfT3ZyOcBN?Uow14MFp|BBKG^0nryI|A! zG#xBW{gx5%%Mc76aH}y{Bsu^e)X>&sc_Q`q z;wsze$D|Z)?-$VYiWNfN%rNmAQzqK%fch^}S<9up_WS}k`&qVLhYIk_m^OcjWgnR> zKV8eYP2&_-yVv8mIli?;AWww}{qw@@r9-S?;^Q69;Hfls9y$RBYNX%w)ndD&U;p?w zS*;;KWP)JBzq0@kHZR+L=vF=@2m1;*ZCLB}JIuCJ^d0X%VBz4H{n@GW)^|XIrO5Z3 zP&<;7qo_Tae4}(FBpuqA>Q@V=!K}1gZPgT4PWVFVYtYw>Ny72ose6gOV6t4N;fF(0<i~|oSJd2%5^{&8X@y3$bz<_Q7MJ6&>x{ln=dN8yxr-0+Koc|j)rx_Mf{$T>7&dvywz9fI4g z^VnTWkXfavdR)s=MA|>Hi4y-0V}z75Z%p2=NMNm)EluB5_>>QTkFP@??G=1v1+2$Z zj+GVj^kpf}_$G27@>9|+EhhrVZ}2?SQCr=~L1Tv1Azr>@BqjG-#PLL1sK|#tLmw5! z4m`I7FH(F_?i-VZmqe~=Iz>YzT(cP`skx%5xm3@GO7c?+1=qX$m1OiK=1%pTS7GLT zGq>}ma)tOSdcTIHWaPo7)zFm#jf-k+JnQAJxL#^Vb{Z2s0q!;_EF$5!{W+n@i_ZX`wQ@ce6reE7#+F-H_xMMx5kN}b7Piuwq$ zhuSK)3vfl_FGy9ajHE}DS_2IoMM5H#{8b!GTcot2cbCQr^?@greE*(R|2OJeQ?Lhk zF(GZi6chrbO=la5{fkxCYdKXTzsz`f-}fZRDC75J)U>L;y(RAT{*{-PaHLU;BLj&LuB8dDyCZ#9rn`ixVF8x#1Z!&iskM z8;#)dedHmtuqLX}>&-7WBW(V&vR05ip@-Gd=#ySyjl2?kb!o@Oo;~u>U3T=SURCaS zBkSwAp^VoxX5!>JaLc&K@6Q4X-daMt4rGU{M{*A;oh{)%LVh~9!rn^7aFCoXmzn50 zUYK~bKTcZ7e`%u2>CZXCc{BAX$hr|7iw$$XI3W~rye<|E?bVv@10QL(PgicC;SE}NFD3h zC;KzXzA+bJ@86X_Fw`WRZ1T9uUhxq{n{t2M^(j#Le&iTifE+;_zQ8N_^Rc5iHf{vCV`Tk4WEY%uiGOU* zT~h}6*TT)<8ZK1w<-13_1H=0Ypr?;BJE8M-2Tk7Vh|7L^&ZtGGzk>@ZT5v93@u@|o zr+HC++`-KEhPcm+@b2-R^Bq?B{s@lX!t^W)O_s+{*2m+?nBzSMw()e%B`sr^N6?Amw?EFQ+MEG$q^TG_~Ju^8LYf z8yZ;8%PQfwl_|%MF;J0zR0z;4vjwfRn@^&bIXvet|H^lr-co+$nkyz^b>BViH#@R1 zY?m5Yvq(;^ei_(q(HPerTozHm5zty{+;A)`xtt5_SC_aU?&#mN)9pXmmkM z7JMsMIl(Dae3Rm%q@~kS%FX!VD~>p(_6)!NZ!AZ#wCAy}v5SkA1rvK@hFEdY(H|Oi z{g^oy*vJBYz010Bw-++AeOo3-YoDsL&g199xbBK)V=Je6*ZC%?r{|fX*%KeFJpEdj)q8{@3E- zH)dG30w>L+9*#HNjO4?Ezs!_dh<@24B)mW;x+w9MkNofv^fB$td!k+DtiAvLPMN=c zCkfxQY>88AXyg8$_w>JYn1tt8B5qrXr>CdJo#Tle4T@=BNb=tlCV?=EBAxiR#kyuH z58Mgg*xU&~lknL3&-;O7k_w;G12l6ou?8W=@YyFTY93Yi$m(kjX{FeI0H<&um@;i5 z=p>x4~Pv;^WM}YVLg;7hrVE$X6 z$tJRqpJNI9NBr(PGYM*iEd7xG2bcDL@cHGxmvq3>z~5bLSt_zv2O|DH_7$C$KTX(SL+Lc?Rlda_%jzRbsbgW+ei znF+~ov`7foZYkMglhr!`LHn0|fS10>f9i;)UB5g*oM1+xBW?!_@iVx^s|s!xr#omg z_cf!N@-R!{u%&O|CZJ9VEArs{BP~J2{+#zx@?Ov^Uq0o=^EB+`r4?~uH?y!9?oH+E z6F*%qUw^I+^-7{iOaFK#rVuf}(q&eg)TnZo}>GZIT;mPBZSxSa>1#d=!pHU8Ir-Fpn(&V%8cd~3>Tu6(xVSxa(Ncv;}5>;~jug?)5|7d=bxpQ1p zR`$v7>eRvu4D?Bd{(P|2g_+3Hh`QM*&J_3zgG8*5$xLx?jm+>6weLXP+%T01*DiQh zc%iIU@3x(ECmM7@4CT{v`Xmcg&d?vN)RACt3^)gY4ASx zJ*2UqM-9||HaPyS-3vW`{jurQ*ZF*`Q1;E`H&b)m-jhjHN68&$Ze_=@D3SZyP5en( z6&EQI99<_I)Q8o%9yN~kXH8L5yn$%~wlt(i{a-|(fYA$f+zY&eFO&K3kd^uv;_S|7 zEPdVr#^N+_;!Bcze43NS(Z&lcAxs0Xq`x@|M3n_p2-1ioxp9AZle@~Qr0T49Gr21c z{uM}#(U^lhLbVb}eg`j~;;jL`)gaIbDCyU^ymG#puCjG@Nw!gr-+d&w8wow1e+bX7 z*3r?qL6wpKWUS=r*(@;VM<}|*1E`e30*i>93Daerg{WUERp9CemTH5 zk?{HRw-r^XGAd!G_XWCb7ATh08rGkOBENGK zm6er`w-nE?0yH8%SU;e^?x$*lz5e++g65f(+-$u&8~;4$8ptFyw1^p9PMCwKo*!6vLm@nRzKdyKH0ONB<{$_H0FubCl@Qj7{rgpm)M9AM`^cwy%SvS zaR>4i_XI3jZs*%`9x$@&K#<+=JEpEXk)v>)!T0DDwW8duw^N0cu0~LvI2#3?6D4bfv+cq|StNZ16*3gl(gOZlsY)kEHP0jlbHnvk!BwhyYCe5PQmd zO9RATwP4@F70@T5e#+8@H}>#`%l(7PM5M9TF|bQNd`hNylIwulnbk|AyjYkf4E)uw zQ@1(N;mYQO7w!Rwt_PN@HNZNy4hmW0>cz0()4AlK;IQw{1Tg7E-Cl2IIz+ht0GwK- zg*H(mpco32;#rSC8doq@FjCa>o-1gjt-h4&R$94$v>B3;0>2?uMf0Vbrrk%u2+%Jv zA6EOmdvhB(}7LNdCtJ--fWi+o{s&Z;cG zvvq#x(D!*dRP$>-fDH=$xU}4zYs7Mr<_|zo8i8n~Zp(g+gH!}UH1{wocSlva5!h!F zC^@f8RB;1cnTrkysCXE&ld?ei#FtE;1En7ibv$1LNSRf5Bfg%HE^0fk$BsX?ReWz!`}Z)3bPi$>0rCmMiz?hB5kQY*5P94ds+c$L16Cf3S-95P3~06CzsVx5aV5=9 zGTRny(8KYVx3NglDL04lE=?8d31U(cToFqUWy{cA`UaH`ecQ)3D+4F#50b3}O|@5| zFTiw(f!9}2IgF4#(2q?$la8)UxIHLVFCQy(9<7jH{^XJL)n2o>`_4N|lD|r2dW58S zrd$vLD_9RUrsT_$MvzT(%)849XQU7G32)v5sd4w`)Lb#`$~c(B#q}42?B~SNo|=7p z@Fehe_`x|)l3t5!`LiB3?~HFZD)~CZGjN}d?svYD3%8j3Wkxdkn%VxhA?27|-gLY5 z^I32>wI=Es`4AhoaHQ1~WDQ;@c&}77F%cv@3Wr`SbSz}|{eG3{HQl>=dj>sez~u7@ z3g*RXDX%ZUjy6&s^hMlbcgtj|DRsWp@l?lvE)1dN>Ceo}xodwbUD5YjI_jN5HD?2S zEs_TXklmQfFnDXWTkcP@r=RegH8Qqu36|9zJO2We{4SHMNO) z#Czppl`i~*^)v(`h_t9_rMeY}r+EIIiS_=MHs$kJ2bC%H8imZ+D5A;YE;NRpNksBK zdCSpLgQvwrxjUxIqgOMw{12^`3Fr#@;;ch| z?-Qc2-K}I@-3NPF!8F8I(cCjJkP?Y+j>A#51($`Br)2rZy6fkd!8oimWQq%{AU| z77o31pN6v>dMga5E2T)&E!0i{FT8jP7M*H%C38_Jm>Y#Pp%)|P`2^ zjd6y=M%C{&=?S;0WokQtPWGoMp|i6yIZWAI((B0b8SEB$rBLDhgOzmq#~LJmgaMnH zx08_p*djua`@VwD!}Hh$0m^zWj=W5EwYYljuJh$hdmLe4Omto4vDb_P?T7+C5-KSI zh(yM(^70@zo)2`vVv~5}9@tyF`FEJ`RuxP!R4Fs6OZ@YtesIT_R&-*lh|Tzcmv)QN z`1|zA=ut`dla6U^`Q^+sXgT#O6=s`ji)%sB;4Nv-3xF+KY?$J2wK&G1~|DEGUO zDgzSdHWM&K)?+>mpTVu!F~Q((GWfe)EG#a z(ydF380zXsiKOwY)D=oUYP}TZ=&bAGQvZS+oCWOoZIz@>UzUg?LOH8zl9*|f=B~PG zN2|eJM1o}1$&iLiE>REiQCg~uqU($8b1##X&VMhj zE&I9;`#YlTO1tvy6(gtjvGb;PuSoV&7T3poSyX=b;u2G;>`4oIdcrRr8B#*rMxn|0_2)JR0yMlQ*0dSZ$9OhRudb1FAq=4`#N8ekJq$>!gNj%ad(En z$eBZcQWpCjjhs&l_KFA0(khFVzl*!&NaK1I#ocu_CoREfw<>wNq;Iwyt~d@t3}4#{ zjH`<^(*!j&KQ~0c!VUpy|L7O7A}a`I$-0CMipR<}MrloQD_EAA+JFW+rHY6ywu^k1 zEc`iorBf8ESu~&)%jVNWjbn}oN{wjP)^|mq3#z7d?YDePDNa~z&W%X7>%oW4i^;tp zN|2cl9H?(+(@4ohy`1>qj)(bVp~3OfChb`3OYFM6DckSD^s~0vy}6gnoz_E!t+9F+ zwF5j~5PSsyNr}8_sy~&GH)tI3M>}&2NxYm$k?!o@MK$jpj2^b6vBTC!`yQE!`Q3`3 zd9O|aS`tM%OpIshj-g?*B8=Qpn(^@&AO|Z(fy^W@Mly2(f*qVvhBb+O+qJ9-R*(PG zYJ}a*+$RK^;t#-o%(up)!)`cM%AT9XcKJ>a%hr-nKq$997|eY;z|O{**wr?=9dHkN zXLEK=ded)#u%4G#qUFx>FgmC3vkzwOf2V>SzV2g-7D`=A0uue~YjZH|%=8`fZFft| z7EDHLKSqrV|Ep8!r}49~h9``UA1VS|RMG`hp+n8t`SDWIL_;4@u|O7BOpDl2y!PprK1JZm++UHgwlxI_%fBvbOZ0%3VVlG0Yb^6 z*fsxoBC_l~zxUb^+sV(Hf2O$jqSCx9{ z&O`}b>_7nHWSoRzI`jGZNCKS95VLOM4pINj+^h7(po-Lf!_{d>S$^Amwgc(WVfA& zUu`K=I8afE$#PKeH}ScBT0A5Ur<;GannP6VS#h3D9< zce&j}vTa-Tb=-_w_}z$LDPw}DPA$NY*SC}KQ3;lng=+imH!Fj|{>1gw3EWsg#%Lx_ zx#4uQ)#)j?VCv~?(o$y3th=#pOJ1Z_WO<35p;?AJChUEL#B-4x@%wQ~zEWN)v(5}N z?=E*rFS)qkomzH0QA@0Y$JCt>vV3<~abdTXStkD88l+szn2|5%^F`!@nE9``dnQ(1 zz3v>h_2o+?;sq7shd92d<2~0$Y(X9PZo1lvyv|r}ph67bq|KY2`JIB!KV`okQCDyc z)*^IxT5v)k9p2(R>-&A5Wkx#1CB*Z&C3Q1VpzywZ)9Lfn{V-JD_e*|P`zeDvWagH) z7&0vA+R2qaaTQUzY)`$heL1*V;|k9`eO7#(d#U`i$^Gaexgr&hi&0v7Z~NnM_VU;Y zBnrZtwfQ|Yb@-m(#5`d!)BX!FvoV9r^C;?W6FO^0{{LwoTAGFGklB7 z5M-3=@j>HyRRghL1;^x_O@88$;hSZIp17a&RYCUlhS-?;pub~%xUg%+-*5O+;x<$Y zwHtwzJVgaEX!?;Xw$`F?i#Eza|KN1(%gRSrxrg40x7%zlrM*sZ9Yz{Vz4YYrva6IAEuF(JF#chqv5T=W$eDMG*5e zF;QWee(DVT0s)TRH`RZ!DU^PPSI3vlQ!K!E2JZ&FKgW4IGpQuMwF?wl^PHiY4>gPt z6VapuLZJa~)TS#ng&6QYyhW2dr60-E54m= zJ=Id~ajHTREt_2%u{3U%RkZ(8+@Sgdl*lxXt2nT%@IUuUViId71iv0CXbV2-R~MBf$u z)x_CiJth4tX0A&~PA-hySzkjBnc|e*2xO(xpYu6XZAUeo%z3W^ZE^@w`*bs&q;8C> zOy1S}kw4w!?VDTj)>}u!VGNbHEggG|q^!js7W%63QkWYB(i8`hM{K#~#DNz2RVa2x z_znxR`B?ou4hHvkYHAw=yo$~=uhr7{m9_~)S5izzYFESIV7~E~`ekFGb=P7=>e30g zVZPn)uH6zMXgcuzeS({Q$J`f4L+nf$>V(7AzVjXr^i?^7Pq#(Jg%-N8i^l6B zYUqE9Qm*&DpG%CWaIQ@qQSUFG1{P#z+7e3l+~WYmorE9yJo7GI{;uw@DZ!d&H(=V2 zJjp?GPyZa|$2SXq=`uQoC^PVVEOXHL(Yh>o`1oJ-5Y_&W^Xa;$3{6gi(oK8i z)L_>cwht7U_BtQ|^XSjohjm}m~-bIibLm)0*`=XPK&UJYvEEvSjj|5Xz`%Jfh7O+UtpZ)qd% z!Os=M#dAICT)DS{Vw`FwZ|Xrgw$IiRmZiOOEX=D$c~SQT9x|f^IPC;1YbLmVl(|CR|?>cFf~HK=Y>2viYmIbe@EJq9WI??!zmnkSBrAUc97EP)cD#L%|}&WX84kZSP_>b z5>J-3^JB_~!xnsQcJj~K`O;xw&7#di)aIH0m zkmmK4ks7}l(~L~|BG>A7CM8Xa$s*9HhT}&^F60&Qp;+GsBS5a6Tfgus-LY}lQ~61- zjp&3Nf<$9c)=^u(Z-h<&Io!BSdi+>WP-|NN>y-GmX#yK|W8K=ZdUaT8mZJo+m(G-{AQHN~UIxVw+W;TjZ`O<=2_>Yb z$!7WqCehu@{0(a+x(F9IPp1`PqES>j19MM9)D?t1m&d}WhHCd+K@xW9e zRRgr@p_bFVLb%#<&(tMgmjGF7^~X69LG0a;?SEM!k^I_5p}8bc%e-TqtjyddXHDJ_ zt!=STPe)%aYou}YaUVyf-E`P%Z-nXw%}m;&DUsxuN9*p@U}mNq;%1B}@%KK&u5_l! zFoH|n+XM7c9Y3#g(GF)StEDqlVRRBJJf|MtffAw*^=%QvYtlR-Bl%YW0OGDxWFIe0 zzf6c)+2K8vfVZiy(cXM>Ouy=(weGd*IVBwKPAAPStz5y(4#_wOsP$gT61?D9kA_=+ ziHmT27(D(wW2UB3xx-`BR(A_f7C80()hFykHboGAOX9u^Va+d6Ip;SeuxWNFAIq0C zIk2lLzBAY8tr^Q8ouo&G1Mm6!o-4 zz2eW*fUj3CNB>=a7wnuOMx9|AJpNgx6ft~SsQQ+OI{;v(m#RQbJg2c#{ z*13^J(+ngum-C{3(?{7u(c~t^+mGoJ@dFC=#Sa;aVP(3y!LuMb>RI?I28Tb-`u;Ea z`er_!Hr~CZkY{dihXt7*wvoH>uJQ^v_ui?P3?t1%Ya&?GZqv;c&)wqlRQ1nP4rX>C9zh)f z4B;VSJRoFPqNW*9A<-7k5M)z$0IOepI*u@`r!77C>^4Py|9-x_5nTvgVh*g$`Z9`~ zOH#1dUJV~bN5Lw!NIrb_VOG%Ngr^xwDTr0Cy$$mJ_7jrRPkJ&tC(uBlS3S2L-dF#bm^^+WND*U@mA-gel>#jg7TO39qI`Ro3db^2RdTmJKUOHX zHGmUPNq2s%qJc1XzwFUlyP5Pw=#)gtn1vuzEteKFL(s@)b9?pR+Q2q=0wi7jB88UG z`(Wee&}fMG73+Q_@b*%$J?!v@eW;Nre5I5pZ1TUszeMxy$_qox0Ye;v8TRiCml4ldm&Za@FsiNk@D&nxQa+DogAxt*+C z&v*$%?FoLTELRpLe10P7iF?zV63+B=~^)bQQRKS9C}%Tp)PQnXNrnN_vdv6ap9O=dNATmI19K(t1J|Ku|L0*NsUOUsKO7I`{WUBi<>pPz}ko6 zuW1BY{o!cLldY*1q76+lri)jh?ZWyzr^M0W$IUnp_Eqo@pSNlB4oH-#L2Rd82iNUC z;K3}`{`bY=n70A~LdMVLDg1}e=AVgU>%3LteQ9AcX%Fl+i6lYOa(F~O%#GIS5z&P$IS=anr@BrUmrNaD7d>KjAYB&p$>^N61xasdNOJi|BviW^)SI>4=`Z4=G(< zMqN6^uXxP-Ij0pu2@Rb;+U5S-0N-yg#()X>MK(+3jMEPUGAlBsgn z52QlJAM~3V&9qG$f<#+o)ffc8Fdo}*27i!iCRO*FjmqkbqRz>d@!OVjR}1ocW_ztV ztuD?bxZ<(rNapuzw(Tbo>L{hI`n(#EjvCKJX1z~Jh9Ega4I-KZ+buw_=VQDgeWLm; zi{6xPf6$i7OoyujT3X!xVAKQk{X4v*;7QMkG^Wp!OH)1P9!51+NNjpK5Bsn0sP_4d z2oCe3XaDOC5Do4CF2SvRx#*N8L$4^i?w%1}vBPSwcb@@avT9W1O= zCfU%k%6&AVqVeAI_tY~LT6Nx$}tZbvi7cq~bxQn%%MUqCKAzV}Ld%kKWqOjbC85_}5gnaCOt z?N0uP(7BB>n0c`nUp}UKX^B^M=o`Mq=F6u-!^<2k@a{U(5PW?N&}-6xlSe}@Wxsn1-1#K`+;7`0^J*%}G5zxhb;g8~4bBqa1f7D*f-&Y)fb!wsRA zBIXxU`KeQ86!5DR=Lk&XfA*q-yssuOMYEP~vIR2}FNT!4VU=}LUHD8y#k2&kVLTxa zf8vSRwG$r-5Y*BLkg&tH2(nS}m=|qaCKQ&e^LO6lzl%{ow_;l;1$7nnkSNeegG}SW zVvX)7Bqt-|GQZ_t#uNeH118G?>atrOh@3drcw>q%b)3y@-fIxY2MgWGk5_5?99{4h z68D**<0ZEy@pekXZF9eD7H)3!JLKzM=m7NP6_bljEu2MfGW1WC(@p^+>1f`^AHU{*ppX7wd0&sT-huiR z2D6pih_WiD~FEi+heq)a!3=iynDT$TEN9u zw=xb!R~t(Xw|79~Yp=N3iO*q%yGf^iTm-dbtGC5uX|Q_I(I&H+iZ`PqY~Qq-_`D&; z_qt%<>}UJ=8-gCE#f}5m*)OGMNzWPq?sZxG#OCa1effR6A=xy-bXqnAraPjg?3)?- zE^@n50$$W;c6lvj<4t&&wtPz75j$Hd?;Y89d*Axhhv1N`hfmojnuuwk?i}W0a<1jk z$$3mp3y-@-gq}REfb_7b?MRb}ac1ne@<3UzuicAMg9Jy??oJon`zEWr}1gRcAPq^w5)-73&}Y5z-@+ zt9Og#e!I^BF5`>^KSC+)gu~V5*m^g2)X(tVuHoht=^Tf7)+z5M-$m?L5|TN30%dbj zJbHn@K7Me{x^C!uJnCmgwh|j7dF2s!SGU&ZE^CUABY3FCkA7JK8h-Y1N*k^bu4e#uiVtxvq<@5s^>aw+??~?B-S4U3WdT_W8r6 zvANG=eR<%I2qF|=A6^BH5eq*i7Z%J1f7ftFE;}?HL>4{kEj5tc$HOcDaAWm+Vo_hZ zc}=p)-8&u&Rmrjje`UvOlJ(tmxKe@RPxy5oCthc=OF~vdFSE^J8gQG`^GHxGHl-*r z%!tP40ZjLIo`nqLJo{6;x&l9Ac30sYwSTes%KCcK9l9MhePBs28bhO{Nl$rG2%WbFgl%fB%zed())x~<%aAtimJa}!gtzDu1o zd-wu=@=B2Bic0X#XWNNd2GCa*Zs1-MQx#bZa*X_xuZfTgcBkMVJX&p$Y^Z^NjDLd+ zg>;MFY&a8ZJ3Duv{Eno@p3(IWqUv36Qley}+S0-$x07uWD+YKBLr^_X`-{gx5>9L1 z!o2n$n|{5_Df#P*TiWi?E-A3b+KvuIf839%>ptMfH1Vu-hWS|O8zzf9> zYW~28d#MlVo4)7$UQBm+i=X9hzUCxxCiwBIInW^0y~=s+SsLS$W%TsJDz@k1r15V5 z5}Vt_YFf&EJev0{#K+`7c4p$_M+!>n47Oj(T9|m)5aapp;(Qyk+!49lTGPdSeG0#2 zn(Mpz3zp!%UE#=Yebv3b%e&3gtMFu_@P~xDY)Lx`YR`L31Y)U7rk!C8Z_nR7nbH&X zELuK3;9A-nfn@)iaCmf$x`PB2^8rZFt72axr{2xc9~7 zHD6SZpUuV6F|?EOUg(5Hx^2}y!ot(A0;B|iNNH#?x(qyKamb#ebkf_b`46>v!eJB5 zxo`I`jm;~QlSdZkd6Ji1C%jlfd6`~6DNT`$l^LK&SEsB7;Gf*KPWn>L7X3LZN^N}!>cV(m4`k~codVyS0K3~a|iIisO#HI>cCywr61rRl-jAOCft6xA_(7i z_7S6XNNRq^j%bYQ2UfGuR<$RYvC9VoXV>CoZ55CMvct=eBU5-*N0tB1s{*JG+D-x{ z(GeD!k9aX1RzitElAj@E9;+?Z%geBZ8h9J5!XEI-qCZnylv{A+ZnBiY-608;k`$dY zI=;d8JzD$f`f}Xx^V!`E_PW%0Hligw3<@%(EhK0Jv|&e+i(X_z&vAeMA$s8;@$L{L zZZ6k)5tiZ~n%kMT9(G*=-aORjlvq6-qNoTS}0g6F}+$lP~I%gCNcEdZVQCSphD$M4PhvM8B zJWFOV+_rna3^(uBCD(Q?8-z4ev?nDSZi)dvxx{(+2N0~Xc>U^DEAUR8I`qUYbH69s zA)AbO0ttRI#8AUfF6QI@`ow+=^*d4LP}9z{7U#GJi^DfaBo~2<2;wGJ%Gq9o1;rje zJc|s0nPrRgp~;!9|CovyUo0xWK(~ilqw~f_3N(FZc{2ARWzQa7PcUVnl*N_dGbrdd z<#b1dpt40u>HYK*GA?HAabQmf! zyx(2e&K;&Md~9|KJ5TCPZZ8~td#QCPI9WB~4?lF%E^Y$kUF-^R*sfyj@9Uj53GSNS zj(82v%0pc08$YCE=Jerb$3xKNDx0$%9!_yB)%G36yBlS?qL@Q(9B#*#wHXJYX6A@) zGf&*=8F%<4%GqY2jV}$Nx+jjYkXoy?{#5XzJO{7SR%>_t-HTcq=WM0?C;j(9rl#b2_@CkmFzy!U%dVb04( zCle^6lhQZ7&%#cOOUi%KL+BU&w_oO-JpUjHh7Vo4kneK$2xyp51R zIfORUAjhP0U;^#7TZBw(=LS!JgkR4ZCapZo*7gFa-0nLSqm6gkk_4+RJ0%P^kmoUp z;yu@rPq?Nh&MXqLHW>`c~)^F2fK?s#wcJBQ{wwckyq%k@*tuG$wnY)s+yNqUAC@BraoOJUb} zVQ;yzc%o&_eZqc;7?&_-6wY5uLmBGPG4k|r_KSyb`b>4;ysqOTa)6%TuNp_`v$r@{X{~j=*bEk|@|8)~!fYgEh(koO$-cEG;doht5V^PU z&!a0n8(2t|i|H3vp=ac>My)I?*`#8E2~Yi$K3HoRaN6kfXpFxXSJyKg`Zczl3#$yX zTE($<^T-cm&WuN!^v4C`ijYh{t6*9)fj;)54}KYC$bJ9U1WJefOU0hk6m3uXfqax9 zbfo(+l*j{b37;8`Qo8G5dZ;mg$0Fob%(zE;iA5G=|-6wKHyXy^OaM&h)XfVvN(O?pyH3PDlEPrx`W2JjdVjRbdlo*lEP}?s8OCba9i(nLX!#)1n}S1X!R>Q?i^n zFE*5STV0`@dr|a|8a-3!fU9!m6P8f*s{5NAKf%GXGy9V)8yq~HPUwVT_{Y_35ew`6 z>**pNn)4IH#6FXNpQ}}w$79qxv9q5)6Or^kL-p2eX6vP{IuNyJoDH!qrfS0 zY)PL;X#UpqZDzj=zh2%>7WK`VOx(7LRo#C0%NbpN1SbxZAS>nQlu3y2KAMT|8V9zV zga4!XS~;a!%ErQER>l$U=6-s4mvM_3OBg*LG+8{caek`JakU&6?%CAlCuzH}ZHScJ zKW#h9H*7fPtx9296a#VTTYv5M4I;w%_{DZ$Pd}-E72}1K7D8O;C6u7?1eeZr7{6x7L~TtKJm#dKp`fsCf;onI;d_$;f8;}4VRK7wfs3S z9Qr=jJ5oxS>FfTt^${24v#aTsl`Su5!?&+c)o|g%PopnA2YqQnZy9vexo)m-)o=ZZ zdyo*?^=&7O)!>l;=L7~WgYv0udO9z1R!u2hJmHH0r(LQ0%DmrE z4rKXh;9ueO#JD$E4oSpQ!mAmYuCIJjno#mzAChX9JfzSyE0M(fKa{-(IMx5(Ki*JC zLdwXN?bt$@A!Vgf96LK(gmbb|_AFagOOn0ALG~&nBIC#|d++gkzWaVZ-~WC8@B99Y z>vDB-l^i4cZ%QdRx(NdQ!Y^b$}^6! zjM=AeoBieFEhF{(gOc%Wp1wdAc>+Z_xbT;WMH{B9o*eo5`O1r96rG!$k9qX2@G1X@ z)w93vVa6Bt5m2KpCz4@bm7J|Oj@vqywSaT4>Fq1NiefB!tXj-_B!T#zM|0?VLsn?` zW7ro~;1`$mF0R=Lk&Ust*<@MEo%j&MOC0?duN8ctb<+U8K zGoy8AS?f8o&|B*DKQ$ox7@Q z=x>%P61?}mz72DSiN?%INx3%3dARj{cRmF39$|f&@FY3Boum&0_f>#!p$t+R z#n!WUyj6*B7$Hbl^27{5`WE@U-kfA=lM&jG3-hK|5O3~d@T{IN`+az6cs-8#9YmRF;^z?(Zc6 ztK{#0y%3^6=LnfAVXY*NK$`tqI>Eb-52#jw5HD;lM&k)xq4RhCdh~aVq9fFnNuG1+*qU*Kzgy{o_C*z#4PxK30I1(`y z&}rX!O>MF^)7w#O^|kSHvZS_r)^RI7Qtz)|yjczjlpjE&_38zACgiHyL%d;o+pI4! zr8R%Owe?&fcepk-Mt9`0W@he*kO3}!?SpK?3-1oZsy7b1GmUM18}vhi+NWw~gv>iW zLjeaO5_=fO*pD|qv#(tH)>bhIP8H4&qghn}FAV|O74OC`MI+((!t_(q+v~~GjgW|$ zl2hniOU(HJX?U^=T6uDSXJ-#%dc#BQo{X3uhnZy8cdpNFWL!#UrFpuxb3GgTcFE`b zaOoyvvs>;BW(SYWQ^%${$+?zCB!5DZ>e-a8s=rv&qC7_u{E);(XWpzldHxmNoDZ)c z$USPnBGGR5O(PJXlO&r?9SIcl!nYhS3M$_%X*_51rje5Y$Hekp0?skMa%#V4GQI4i zHR%2_=+C;qeBzVmg8T4F9P_HKMS}StWPL0^Mi^l!Y*kGJa%qkAq`zb!jNTA++v;Jt zA%P-u%12tuq!BG$D|T;Cj~f2mG4tU0d~hO6`*U@8q6u-2cVW--Z3nUI!95bhXC7{7 zv}IQ=q#M*p$_{gTfyS)@Sl<;tDx_pL^AW0PGxxIW;pu)lDy-|;zKsE)dAGf(~8Y({mF zbIXTIRIpe6$(N5m+f$uD^8^owhpKF1^Qvk0ZKTq(9T9_IgQiF$cpPz8+6F)x^#xyX z$M8qjQLoCBA`O|X`lS#TTVPnYf$lPW0L&c*VFgdeJK|QmRHNd|WEv@{SW!5cWb9vL^Y{!^(H)0PuSmiP?`i6 za@;Cmg75;Sw%>KYu2NgGN@3aF6*jIiP;w5xvVybX_wN3G{i~iLS419Sf_M z*mGlxo%IwXTnaol*$SdI#JoHe4Wo#P>*$w<2q-OxxX}eBAhC1;7{(Q*UHO_{1`Z!R zE}<7pUPIHy^L(T%c*W1l__Jr6-n``PdUcW5NTCHul+ojwC(4W>JH@3810`1@7*7e& z^gi2%>5F;#w5_D;>`%_fcTcufrraa$y3ghZ7@b&xjQW+{-m-gEhp^vm3qL#c;sI~D z5@&2?VgpxiO*wyeEa{?iS7dgaU~B0YCAu<5mAk}|(-mrTVCqMsx0iP^m`}Fl0?JYZ zf(PS@ae=22By`>9iuaa9yR~%_ncET7Qt50#+rw~(J;J#IbcDM{arpe28~pgRvkeVJ z0o??`1dT-js4ebv9E*4C{)h}pTGYHX`Z4<>?|YL&{3kOXq?Y8tWpmdc4ZM)h$!DR{ zZ<#+6lHAshzxL$Pm3SpOvM`}1#8Zy8CHrzX-Ei$U5%I21NW~o0manJE3~ew-nRPBi zQb|@dEatoS6jaSJ7USO^P;q4K?=U3FchsWBu-8i2SB+Ax;M~C$sL=R}^A5})%e-UL zg~F^H^2ZX*A5Brzo~>`fMJzq>lc&yrff`-noR`qV#Bjx~7M-dWx+BvkI`Gvxr&2oLJu^SOF-`JM zwX>@DNbTTZ`LiSW1vhyhl?gk^T3q#R!`>)$^?K}pHG3(5lsg>*BRPnugK@uGaF(+A7NroyYuw+<3NQ%FqZZ8jH2 z>|^d|wfF&^>19Y?pIaC8_yj9*ik+f3_Lwbp_2*!j^So}X3g~t92GzxfqDclGd{y6b z3LTM_z}8b--TVLmfHQy2oM4M@USp_H2Itpe=i))(B_hI1@9C$+qV?*^l5o84=1w<( z64bt8t_1fLqger3AJ4vH)cQXfnAK#2jRV|@;*7j5YGOIBC!y2Bm7`r-gmtxy1_dtO z4A3rxsrE&wmV|uzHV5w=J;_y*yuS6P6%u2B*f;mfv~deW?KCmCCGEf_E?o@>_oRwk zwa?L4$#25WUEmQQ8o7C)k}H%^`ckgOmq~JaL#Gz@GV?&xQK7l7IYHko>>S?EmRL4E z?L;r9Ll~d^@_5VqbDNx{^l4L^ywoG@@VoH_3@%d6xki~F?? z_^xa1ZFqa|cn;rF-rI1i-bwauG7XVn6IG1BiQmPI`Ln)@UvFF!8lzjH<)t9@>$ob# zzeHbTz7!Z>?rG>vJ%FV+-ElOQmW(vw3eoc}{Df(nYPk+RwQfhdAfnF`&gK+4ldU%_ z?X`v;OIHr&o4R~aswrno_NKL~TPs%}u6k|%`Szw}_JU@N$1ri54quA#^A=CMD!GZV zL4|7!IWO_GrvGbC``7o?W91s;Q7Y}ZUnmItRK0u^U14|YP9vuH$mYEl8XrU~S1%Um zQ}W${?m*S5%QW(pe%(=$^<3}0%t5wbLvfes?m;tJN=X|0Ss1=YSMclegna~Lce}t7 z4i2wnvWSzrCsJ`pC&kbGu9>~)K>!AGl-09qqIVn~o0mqlUq*!}u3QRi-b|Ck)60O& zd?DGN*mIPVblWbeoXj`UYzv95^aG5oEgEXrmh){yO9>ZjVyEOQlti1^1f%ei(lxCs0Gw_QUHFEs zTPa<%wzaEuhl&T!ON5u838CqYmusR63Yz<1q_%_N^qwdx&DzL_Sh5E2zUqKA_Vw^h zOH6EwiB4lFTBbNB7d7#oEqvSI{=@0&p5F_{4UfYbHrI;s(U2}TpcK?NzJZsP445|*Z z{aRCe{-@dnRo{`z;g?R>CA)khCMy>Bi!(7SR_=~3TI}XCF|0xhR14#`4H37dhXiqObvo6)|ogM1JM zn01C2D|=Zr0H9NB;s;HFnh{A@8K!vf;#|?!U1^>2V-)eUSx|3V1(eN!#mrA>fgkKA zYY17-i6l027iAfLTMnlYsud8p_p8ACqN)@}XVv00F^~!`7EN9M2=b?2bsdrmQq}dW zDLv%OLd1aqB`O07cy$u``l0}*6$QyUl^F3)Ce5jiD-Rw3?jjK%;6Ei2YA%uxniG4| zaOF}h!37gZk!_(h#YB41dr!&2?NVd4K9wY`$6naejnM8UH9a1+`?5(Gm&_82GKXbC zBeQnXD6RGOFYMZIEkTcW-2EPp;d@qlapsR{6BnDKL@Ct@6_a&r-3w=I6U{veKcFst zc7O66`heYv^Bt@>29pV?T=g?>koR7~>nMy>3KXfd(Y?L%*^|;>iP1k!U4};1dK2be z&)j(NM}s;pQd%vYC&CXcGB<2c6hc`#w7}ta*|n-qY;xzi?xnOUjWmO(le`;H%wsrK zESoTXS3dYB9KyHfPc)I>B3l0J^g=)h?$ev|>0@Un2XO=_@YBlRX7N(lLAno@Q4!^3 z(D`k3Kn*&}sUA-+0dUf8q=yTCGdX#1RP6*|!l579`|D*8~V3 zba!{R88iqiP|1ix-?jqI=d3VJlKl$0o?TjmQkUgc0SHO2O2slL7jkR99e=#^;bUbU z#Q9Cs+Ef;Pw@BR5W2@8zH~;51uWBg~*jk{*?zIV1oh~-#b7&3;Qt7fd@^s>~kmB8! zEb>CH4NOHW+gJ7UES#b0Txp6aAxym%Br7!c5@tuy;-7eqJnm$~j#GG}n|E|*N_BTY z2eqs$G|9YQr$=wNzuEVO4=?}8WFXyux-iVnLCC79G0cuktR?kKhoMW)9k1Hr?!CfL z2O*E?*HtPp8C@&W)qccK+O>Jg?Iz zUcs^DAu1%bz+{oX*5)ELC5U^-!M9q}P^QwV7qVg5<^V)E+)p|osT7SRszx$0w2814 zQazH@CT7qMUl61`s`H^zWHju;x2~!g^4N7xPQby3)4Otr>v*=RG(ecY%u(c+TH-kk@9iif zMyNuWJQiz4GSqfnN^r0C`^C|%JXVkw+lo|MUHz(|ar};lZS@DT6^o#PUD_k$l)uoJ z59Zv-CjORuv268`_*20KO=fJWJpTR?$DUE(Tc_KyQpi8Dhqcfq;)pwj+!reGBK7dA zGy@1P*nWI;*sE<^?u@J6w^)C>Y^J{apj-)yVH~MrDChA{ ztyWgC1B@OfSN7{m0-Tm9H4WQ%=;iOTjevc*D-1js4~M`z`@3lgQ)0X zh*c^!$Xp`O&Ve=(C8=WTo>wJjz(IOgPWOOxEau#BAYEO$%rx&O@8XRf?-0s62Yl^U z_ev$0+F1)MTYey|Jt31vr%@iLKDO;{DN+vLJy>f}QDbypureH1ZVFVcMk?GkW4seY ztyisICp?5E%B|5ukY6c>h(1qk$fY)A(1+PJm~&gg(YUj zd9arr%r2fz6jj_p?J%56`LTGHgYr*$O$4=Ty#9hm9z}UFrZDs>m7KQzeLquWVGgBu zMf&4A_(NK+ZCdKD{hvscB_m?y0v~hs>FTs_!XYgIM!Rkk9Uc?LC zHwyPN44ZvO+2PGq zTB|TNZsJsj)QXzy_p22EpGV*}ggDw3OB6f{25;Om-XW>`Uh1sX4m-K<-uQi6cP>s@ zt+(Tq7fYPA3`0yGi%MGTe78*9s$=UAyk5NVIgtrZjph;loOLp((5b$tqezs*FXk)$ zMB1IOMHohTWbxNYnI+uizfje%oWI-szN&V)$HWNk?j7U-?)DB@89^-&L4vzdO29jQ zgYr!hFi}W~1ENS<1?Jb~jHS<`>0vRG>LO>3H+>WMRX8{T2~wlLTB1IXF=u4f@n4Ma z-hExC8n2T!QT*V2IMZof-zA#*Rc?C8T$h!@FQ?3xhgwloW(9&~xqr{f2!jh^r(w)yyMvCGUV^ zEZW`HP$aUqaF8@A2h&C)VxhMDAbHGbz%tqQ1VMdCX%Vrz>bb)7z=c%Q!n<`W473AE?SAB`wowby0OBP;Gn>_n*J~<@sK~rsf zs9+&+EWnAnHzwyu#Rq@vFN4`thoSr2o#jhyrr`5(qVYlmQ49Oc4A2~PII0DZT!NsL%9SV+iNr0qrtZ6pDWHq8NU=N(^3m`0Y>}I&qUjTAfvZWkH-GU z=>7)%XKKCY#*j8=Mv-#mrDrMx(F2SH%Mo^D6O-wRLNiGguLk=1TL7HjG2n>HH0QX@ z(|wSgd-hW5r>kXiA_>=DnwmxySLSS~;oszbAKvHUyH%_-m{_^NFrfk{%5CXk>0Dl`ceRwUro*XoDHFE2 zAe|I=tB{8Uhpx#;!H##3?&d_T?|2zM1*qWSQmxx(u-n-Z+~oAzC{wh_`=d1rxr4N3 zfBCe<%7be!Rdp*9V6H|-2+(TXgK&)9nQCM^Q|;IkuO@!;GoZ3R>*AjdBYn7xcc8;4 z2kv}=0rXdf@%8nsz&JLqfh=2r@nrpnkK%oTxMi#u4I`J9jz3wO?%~DqxOsF)Z)|$T zstiKVt@8+mBagU;kP*X7ZP*^Zx9kDU-)BAhfTEHiSH0eJjZ`PVj%*ko{$%lHQoINV zpzD0f$ha=QU>_DBk;-14>F*NZkZTus6Q2|GSdGmrBM(Qm@xJ?lFP7 zm?;1r3c1cY$nLFbrYgOZxoBKV;GHs&;0n~>OB(~QJSv;WC2!jA6wRpGL1Dv1MZ_7t zbW*$3TF7wdeiOrfNoa%QY@Px?38vt^f5UQyi|3u!YH3}8v>iR(D^~9h8h;a$LVhqR z`1;1vB}&|XHSF(gl1e>NoWE1Ozn1G9S7g)6zfl#qp;YL!Eoqn=X>mlmwvI{o_APwh z#*|r#NkqC@!l=NALD&Yd%;c5O2~POiQ#SGomb@G$QYGDT>MD4}z_)!t=o8cK1{uDv z_91acOrg=-@5Wnsvih7C(AF~x zlw0JP6Ge6d--ZC8l(~d=s!a<-#*_NO5D)5%;k&CW!ND-uk-89z(ix4T9sh&bhKIA$ z>z3byYV%hpAAWolc}do*U1!mr^vermR+6zrqcS8^s6{N@zo~82$5=CAM;p9}2O_UT ztkL+s+94AXYW@dNoEqyp6Zd8*8sW- zLoOveMY|BU{}eX|t17MSXA+u}$F=5_Dh7H#rJ~%3dfzeif5Bl_=vABhgdh6lw4M7m z$*u3l;ZwP^tH!?3CG_3@jpCLc%B%zgx4o?nZ&#q`y^y8eH!fI%u+x=MseUO_sy$L6 zZY3-Q%IToy3E@s!0{YuKu%t9iw%*^C{6F!^3~dbgR3(sutH{Eo&jAeIWfwK=tju9)3qj zb*`F7cS+Qbi%{W>HQuk*>)!;oVbF>XA^jt`1Ia91ukZ4Y(|1zl&v4q_0V&qPHcZ0e zM#dOoEdBO6A6Y);n`u&?F2t3|$CQacpL?+1WhF1ynQ2MeD4H<_RP-pVhmMldhK7qg=MFk zXIq;TRRWV157iT#mFMsZ^6tD$SO)sgDWQV2k3?pV&(GDF`6r}x2vMqg2+lwGIe|b| z2WKnDb{Cj9Hd~HjYYWf(LB=8;E3{=`3?+Z`EEOhrn`FH>z~r&23BJ94*g|t$?f+zB zJ?3H&C7|40PT9$=zWt-H<~ZHv9{3WsF+ks8+&x(Jn~(+8t3b#)N_G=f{TO}p*>U{q zPgzwcPZF|Hs|~eAjS$MW6onD#Y*ND?$@5RKqA&?=ujMxiCWyq;bZA>JiRYr^-bW!M9*kkU3$`X!ET?Y>O|XUk9FpL=6<5B9@HIJ z$tzEdeyeo$!l*5*9rg0y zw?cM+sY1_vL=`EbTKPk^Qv})}1>omDXu`GY`o71c`&*5pg>T573 z!~i?@?Fk**9aQvnUChO~uog2#3ye@k3{dwLX=>{cuTlN0AL$Z@oi@7*s!Udlly~Eo zaFN?8ZLhZ-&c&1)PZVja4VTl`J#FmsHcg>6)+v}jf21D>x@rdHhmzGYDq^it&hsei^=bvk-De4EaaXKiSoj^r4}Ow=nM5W!Vk zesUb!!G&7;PLBezMVtOF42^p=YN^MYMAJHS?T$pLUx#SVKHUIQqN?ZF9OYz+KW_$p zzxvMMNL$YasY`Y2l}9au=$eM%{dIBePe*T_t6`LW_(9>+#d;9CJ}fimgIei%(Yq6r zJ`c~|fJrC*#F_iAUn&G_v$HJ~Jhl|VQH_2-RsnvZ=Wki#Zko=-O;qw%u6DgU5+lN> zG$i+o z{cfqi@(nwsj|x$@_D(KaL~*$*m~7@iN16j>1=!MfF}vpwjq|_|ttlOtJ>0kH$ZaWQ z`(BDpuS(C!^FqV^K;%qj{u;x?)xS9N;S=i$ALdiEt=v%5Bd6Um=%Bwtg%8!vyeF&oDeESNC*f9Y6!R2-XudRuB7-6-O zWUgNZa{17unXEC$J{^Y+27HNfSKq72txeGHSpnu_zrVX>zq`3~ha+qJ?<}7GyvO=7 z{2jVC!qiqEuGDeBt~6QCJm!u*=!ym-*;R2be!)U=L!83QtVt;=ZF+NZz=3uiigPZm zdeAV&=>dCcMOebP*7rF{KJ-dcV1Ya~*`7SW=8KkgUw*gP!sm^ciIFB}|i|9V;f*Y}*G zK1`f{E>8xu&(A51|22zu@JD9xd>8Igi432s>7#SNjYylEEhmb&Z2_*j*}mxG3VMHv zJ^at*=fj}^cjb7NeC+x9KSr(a_{b#Qp84`RUFYNK*7k7oydOwIsQ+(SrRj7Z|#poOPWcZ-l-ccil`dX{+6`K>$9EJ7N? zq?NJ873=*rI}_(eIygTgbVEO@+{$%b{I75Z$?de$MsW4@B~-s8lnTbC*MIOr2n`L8 z52s`=JJ{02SiAX~c5(L!>7Yo5)EGE$&bQS@KI?YxYPQ)~pYwE203w#2Y1jpN51mU0 z6(Cb{okqqrSN9wB#y!*oU%EH#`Rzk{H10sY8U);YHoD|5j_UtTfe7=J%S;=MWe;N$ z;NzjI-tNiW?Rs)%8?wb*5fW3&^7%%v3jBaP7R#foDew>$CJ}pS8Mxd*C|eT^BX_~J zeLg^T*O;H)xC0s8dWWJXprm&OGr2Ts$6~tyF>11fJA>3;u6NDjR@!kdfZ9|GPO1A? zV=F?0PoW1!(Sug$$&1b{cMEha9APlHl*;8`m7SP13 znusc1NBX7GA=kv@U_AJ-e(?nQO|CP;WARu6(S5}}=qHE3_H!OA19{`WMlfJr!H z$q*t^JI%N9t`c#w1&v^XTLG(0F8c@KE4n*v2o-Dz?>|H(r4@jt&P+n{oG zU#|_vs7UA)8@m` zB1nJ>f$VS11hzv5A?;Bcvjk%Sni+bVXs>&9@bd0iEp&}HxgABsDuow9-m(Aj(Z^+Z z8)lqN2^-NxFqqldv)(Hk@u#DIoX4&ji^(;@n91uu33v-+lpX;;n&4D&S{9yduuUI& z9U(Ir|IOiGt+E0opAVCQN-l05lA*WD9?fP8+oh zB^uTR;#q5JDe33VX<&$c0U-4;=}`No<&d>UyNb%vf8CY-;{VLya_YWlA}RR@m4<@) z(+)%@pF8cEOz=LiU+dA{NSA-9{_=zG*d5{}5?4^VVTDfapcn$;No$VFXDp31Q6?1{ z0dVFuETxV3R(iEmAxMManIi`<1r?`G1@_s<;kHjw3=GbngzQ1GK{Z>7qzDfe*q$4G zXH7d%EGC3m{2`UA1BRY!th_iY(sQEC!;zkfXvlzBXFc0S_^+YmSvzjYHc5X7-j;NO zP09Vf8p5r7qa0QHHDO~Z(%cou51R!yU>JNw!wPWCcXXRTUO8x4LA!ziro3{!pLdQ5 zYaEytIro@|gUd|TUjvqCehjsYg>rbqHg&J>62fauT-ununn;ruZ>g$pc#-%GEI$tHETCZw62#s18%=`8 zZlDqzJH1*y*p+xCC2c(_b+;aA6WXU)6Btz$zs2b= z7L*XS(YYju;sRqvMI7+BadVe&(@lUr&go%EwQLVw4RbUp)dvOc^Zbfv5#{stD^ZvB zdg;Wi{|_pF_sT!KRbs8*mW%R9(U=Po%T7fGha=4{b2$8L&qzlJYjP?wQ#*#!*e;vj;yh1S{TJ?&ShTI zYeLo5vkA-;O-4ENx&%X+Dwtr7apE`=fu?dBE3+ykx!VH)>%aGUmr^ytYqO4NTkwOnHPICW{a=`C>6(VZY&hG$v#m?< zU43P_>)f>A!(Z$q?RMNG@~C!8p?)&P8uC&E`)fBSKnj0rqWrs$hhQHqE3#{fB`z{8 zK`{leOW$XC&RhH@iSPV($Q2O>ukqCD%Nn-sn{aULdP2`>Bkr}ksqYlc8$!GeKS8ILx;(g#GYc>uM4bl}}{ zhVel;a+q>Hc}l!=%3@=c@a+B;481*d$X};n&m;;OKkiVNYEK>lFlm+%rsOzDWFBVt z&hG^&Lc>JR`zcx$bln(@lFobMz)tdq30$AMq!w^1xcK&PJG$UD`IkciUP~k)w;XNo zNq1LZ^qSrX+aSn>10>-ic_#M5bjs=1Xv_O^RBh?s)_VF{>4bA4_Rr!4%5s-3Dl7g4 zbL_ueyBiEgE>M`<;k5ZI8}lDwuQFVS9EGGJAXQg;44&Z4`Z4(_A?nGa=4tpaZeWn) zqTqk>z5{N_U$4L{NDl_op7c41QdlQ`FLp^xUpZ2M;9JE89TgVJg42HGfD9UE7C=fj z`Aye`j|n96p&kKCi`Qe$+@v6T*#m{$)D^Qpi^Zpk*yE?@o2>+R24D&8?GchO&Ypr; ziw%HjDSW@4^k@O}ZTO0>FgTgGVvl)m4LT5w+%DO#=^7iq>UMyf z;sSnL&frO|W^m%myk9TRvLjsoa?kbeO$f1{#g^9`xFHW@_m?6JfNL=bw|t%oh5qp! zEV!k5IZOuXpuw0x=4QiQnsR}Zxq(`wE zu4d0D9vHu|qM8qwLbD2rO3|?#Qdso6>uWv(7VIQ$0Ezm3*_CNKRKUi-G-^8jxwemW zTm|9KU@lYQQ_(5U3Q8dvKwug%e@8?CZ9bfWxSKca7184&zh07PDEJoc(qXUq9upX= ziS(Z6j~6oi-M|Q3eef+!m0FpvdF)hT=zv7I=Wctqmj~B0SR-QtNlZD zpTgCJ`i9uyR*$HZ{!I->lb}*mPw$H#nDtBZf_!mEe$i#Qg>z^7x~i-V`l5%m zj*-=tec-a#`hHBK@;}+In2+2iV5<)v>#;TE^ke;8@&Zzz1HU7t5v3=oNUv z9PArh__A@IbB^3${s&k6o(X(#Ym>8YXM^R+2q4h#XMd@~0*I|6vPOXREe6N+U=i1eOctNU!4w$$YbsfyG7!yCE>#J|`Ra(9TX1>PYrg-T|yl{Ytu+O*b}I1FHRkTt{5n`r|=wxiFOtj&J^y7z-n z))6M7?Yyd(JWyzTfU0B&_^H|#D1VEzvh!+B*taKL+G=?95o#-&aGm+8(GM3tz3| zQ3UbzHUHLJ>0RJwi#GSjoF=8yF-hBuGUz|fng!X0-O_8_npadi&tShbtz>c)J(RlW zG~S#fw@c=|sgRPF17Pz!*h?>$U4G*UEt9sirB1(IY~r^j%mw>FiQkYILRN{m3A>eY zY!-L;-&z{C6=AKhZZ0wxKufYkgQ#EhEE3+9MV^;Gv%C-P{l(V~-+soEQ>saHEFL4K zaOURlH~oI+lcfM__5)wM#pv-No2AhPd+_sigYT7ZaP{8yMeDQ z0_Vyg;2hIetfrFP41@H475%+G>N@gAovfQ!ftZ~ECH8uGx#dPW2TTO|O7IKKFyD`W zUkx1ZP)6?NBasI`JClfJpf>otvWnP~Cp8yPZREH<*V%SA%^rrrZ_4qp-$8A9!N~En7(%#Gd8&GF{Xo`i}e25ihuJN zCGW4^71Dh?|Is6a@8)B6s zZrT`%TLDNmf50S!ZxE^97sBGWWY(<4_rQmeA8W*+1KOX3sTiN#0IlYkV~p{i5~8z>^yclT(jlWq$1oTsl-FWEwy>9f$T{Z<*r@wFQZS(y%-3#)74eZyyB2;Ha}G2FA_Je>!QRG>dGoAC*?`kF zNt*x|eSUYhK!DCEDfji+$2x&wMuIQvi4!r^P+Kl5q7@~VE8-`A+#Fx2jY9m5cBBODUfjH9I%%^i10dqt8o$iRD6B~VEhV%AKXAfRm}~Lanf|YB8KU$tM08~f^eDbdjiYGroxUAxez&fAQGd zDe}l8K|E3}b532CoD*%TH)MB(hjzOS2nGwUTF^L{C9+LjZmgY^_ay-^rkY{0#IN-^ zaM-3`mvKQMM-E%Lq+xtEfH4ksBWv>a zc^7A*AljE}Bx_{vdmi*kWjhGkwUmu^vO=UDYQ`q0x~s`UaPAsA+RLiC^LP87SfiF= zxLHax6xryz4zk7sYI-`^h0)W5|Ax~QO_!6|->cBt-3KX_3!2qd0#J0PF@?UAT2Y-N zGrz%eqMI+U@(Q1v2k$qP!4ce5T7hVsM!$%CSb#Ie*|;RCxLVI+z#_wF)MC!4{>sn8 zgp}Om{vS`&@V@FOs=6wP$b>41g7W>+5Pt^-x9*!)?_=9*mjWhw z);l}@UcWKA5gi~h%AE|=F3!UhosY$uZAHRO4MQi2*!kP7QAH-3XOg4hn-ml_~{p(kM)M$Dot2_7m%rFl4=ZHI!aVw&7qcYT0|4Ap|(tphf6 zN~7m{shjHcGczJC{I~y{2KmRUyKx_d*RC8P6I9z4Y4N*yMiEU!jt9D#KGkAmZT$t- zNX}G`t|9owsr#oWM-X470f3vG?@xh2*9Ju?+h-1@Vc0^Gh(aU+^Wu~03yG~nd|I5; ziLS;o=LjH$R$pStR0#E4Wid=ofwHAOnmV4-3`X5nz?B^8^t zmgPmoFu0*3lcGtbi~2lm_S99*ld9ZZ`t7x$qmD3L|*TAD2URmETDLVT(z=6X8~)ydjo)1YDS(HH$xer>N^$k@{f= zP<^W}JpIDhUD$Z=&X!gxncAwNCDMbyOp}qub>`92v^`E3@gsb#Ps7SW;6Zd`>xUiT zm(zw{$VtB_#jlbcbKI|OmJO^WfA!;8cDK{DXUaQ20fJdF93c&U#Esoh$(yh*-uGQMHg`{YY2x)l#BN{7B#BZz{#aY<{}f@#HtwvP!b!Wn$cna zz~RP!geOeB2d~5q64y^VbS9BEY*hyHyzkrM1H&&)(paYK5;ehDyI^8@KsQiL<4${& z{GsnFH8j-QB5RGSk~xX=U0_#W`?UytABwb7m=OBzX<~HGgCJZLR*Jg0`P$_}J1B z)mtnw#>)Hzrvk4m9&$zsoG;h7YDXb5er>r-ZnxGmHAlAPEFJqEk1|S(F2NT5TxXsuN^hapF6x@F}X!l6H4n6+RKRIe&usf^$i1< z8iWgv{UVIGGDv4ktx8pprCVmf%FwDyBJ%Pqwzy!xlf2Y#Zm8C@WMoZen`Dn_0M^pX zU?Wb+kJDr|TV_a-i%iplmeyU-$a<{T$Dz@*fR}tCP22JXmzKTu0PiLr4?#c-ov!ubSg@ zQJNlKl(vCOjCV=j{g-^EZ-aE|B#HzI)| zviX17nhB!;_v6^V?Nq-^2?ojYLRy3zux|4 zd?0>|=}5^|-EdUCYmwe(u@N`H)=@~H<4J=>$Og_^%m-l0yj*Iba|QQ{*`wzDgikAH z>^SfpqD-RoWC0ukEj?h(qGm1HzLuKS~2H z%M0j?s8ew1gT7yNBZA_dS!b0T-PTB3Yf|?Ku6I^2SEr8(gNn zIAAUql0QFlCt))fGn+WY5^krgp+^-i7`pg|`MA(1^z>TA`)fnV!3SY;Mq1%T6LaJ} zZ;0vD2+jnTA}PBEwte?rhXq^awOWEQBIQ`OdKWqQ+ZgfCxK%Tnl)}A#-(OYNmZ+z!-#Zd8Izv7cvunr2vJ(GQ|m1 z>C}Hzb#xCVwi|}o=>BIV>#v#inmLvAxGjMFkY?nR4cwwKr`lKa6jV`FlQ%69QpKaA zr<#ZQ2`DgJH8zxOmIV)tvsiAwON;qxgpOT+z}EY~8xNs=AAeP{{yq}6vFG&0I0Z~A z;c-4dBv_bEf(vP*Uk`*BiI^zV*1v*S@+pw zCobmv=Q^4_Hf}W&`Vv9h8na_PdFb6h>+Fc_N9PWLvW<9id(`8lQ)tsd*R?;v`zJVg zy(`?fl3t(sME5#bz>Tg=1eaG8#T{g!z zhwmW@VaSc#7?&m~%$LF%{=EUj4RvJnfPk}j5sIiMfr5)D-;WbeF}fl=lRDm3xJ^l% zA6V(X5a2Z-9y2N<6vmQ{*E_qxYOH#fg>siD9(`P>2rRtoLh=?FDNdLMt{{W95I3Lz zud83v{OR${Q7R^@`oVWeDWVYu{~)Vnb()l0c|{Y01#gGr$B+rnDT;Q)xmKXD96rbp zO8|Xj+yvZO;vej!8dBAp4FbCbj^7xO84hmsqMV=$Oq8%>x-XlL-=tBMQcu2A+3CSN-! zE!N~E2$WC<%}%eBL&8#VRh>d6*JFFFVFdY-3p+xjPu|F0X-Lsh+odRo4KkCs_Hb?N zw4RcXdeJkMmRC1V^f=fausVznEuX`8E1ov)gWfAy@{Q;7t10?Fx)>U5DJQ8Y#Yetp z-3rMz@~w}iuDRV+Ks2d>#e;uh{%)OAViOxd8%*3AmQSwKd2!41oEwhZP?zMtkdkho z*_PM0o2So_YC@%Fls}iPyH~0^b|=!0FVmKBG;+%24^yo_+mD%#^swcrU7%Eb>jL7G zGKA7falEZjs4UF#cq~61II~jA*%h>K>ujec!DlrHyuUuxWqahTU5}}Z2d+@`J9$z_1>HV zL&_8Ka%MH6?7{U%AIV-DBoOg%%Y2kPK3V}b!(|XfzdbQ?FA+m^5deZAp(c9G8@?_- zdZ@#uxs*~SOyMN=Tn=#q= zHQe|u$DCU`>zurRYT@lYU7dn(O9%&FRz7b}LMmkXoV-oy%Lqld`K7vuFdJiCly`6f zHD3jxsREa6(W0Zx-iy9XutMR;skhO-*KI(>qJ>fKuPXM*>UfRbACbDjtxzBzbY*gtlsAXx22LW!A+@H`?Z zt1KO@DNeGq5te57JCJOV)R7BkO=#N@wkO!bxf_29q&QC>WlZFVOaat<1wk>ylsxeX z6hoF3qNNQLRE(~Xjb^m|&2@?ffJLY&wFS}7dQlzjP}7MW+yO{nj~&Xd0#)Arf?eis zK<=t;(CY+TF@ahuJe@67Zj_Ame3mX&gUx821)sSn<(JO}Sxxits!&2adO=Di*quQv z(ip*%sv5`8Pi#l#j_{{|Zsj>(Ch5KJ!DQINq(~2TA?ka5kuCrY4)0>;jdG-cGq&Fa z{ba9SoAYVJA`5ZsI-^#8+g6Y5haqcfgFOP-@Tv~Zxx^eeNXRIM>sIr;feCuf56{1Ii z$7;R-y?h$6(7xn48(-e7g-M<}&nPkfVGPIhMERkV67zdnP|sZn>W_4gieRQ;?P#oN zmG5tHItiv<+2Gi{FM}Ej95J2+d~|hZ*SM@2WK)7}pHAUR5y8|B`x?0tbLjcKk-C5i z;MR;cWG@_*(gc@H*DC(&KrC$e8(`^8nOcm`{UM+a?|G$pFXs96 zo>lY?b;GonWR&DFIY&6{NcP6Q2Zu}-uz=WJiYjRoz85%n&oq!e(!w)BsF8rdn7;8s zt7;iVuOUDz`=W;K*H%C@<$|D^My|19w_6KB9rD*g1gRDjiwNtryJhV-KJRE}?56#( zYF=lLltq}c)7mWI(4VYp3j6j>Bxjm=@J3sxl1A7afC-Azj)2Rpxh0;gDa6*AiM3t5 zio|!R=&x)={&g1gu-*`0%!6Y3Gc_4n;hW0+sl)$&dr`et=R#7PMM za@@#{jiGF>U{OoxsZevuw_r(DI6z6}UxJboVD(o$;^7#23#p{nX{vj#OH!<`Q=fDz zluAYH$-w9{v3G90Hx`}ew@>SC?vut_M%RVRl zm==D-+Yk5)(3ENq29u@N?6$fh(xWu`JeoB-K+Nna_bQO>90RB zagK93%5u3bT}oDRG`e+p(Q@L+YpJ`&!lS#KF$oqA4FZKg&<3`wuu6H*hgs}s%xKhE zFz|r=Uk&VIb5Z!+$#CViN6ur(v9xXp8HKh1wI0V5T@>q=#62KoFI>5_F$Fq@F>Rd0gz7%m`k6i>!x14vL{0%`sVPN1>!z20wCnm*WiIzdR^)XSe~P_EkVW}- zTpjrD!>KT|Q#nXm)^iFN12_HJ14LIFFl?U^O$HfKv3rzP1tn)LEF+*>IZ-*$W2dgH zL-ewp?P%>}%J)GT7;zmnm~9)u6e5qI@I}|p@vn)y_4|!Qic3brld3!eF(S439xPW} z6mj{zkVL;KQjTwGLYLB+KG!q4Z{ZL)@rk+aIYpBCxJUJ~u zyX=0vP_&HGmqaEYeC`Y^XIRfnl`rnIwRn!?^_H&Fl){b0a2c3i^kNT^Euv=AXc{mv zNuiP135M7KSs9z*Xs_#Q(l6NhVE4zirB8Ay&S*Fenq>}PjJZb{oNbvHK?o>OFo(Xs zwJ*uJ+f?#GRY#O0=7CN#jOZTAZ#ZReZxm}~bD3)3f=GJ2OSbzph7JR|?#Vz+c}y+v zz}x*IjAjj3`YF1*sEiX@wleO^LpR_zO+fPcr<6#;-{=QSQ?|lDGY>QK`y=TLxK?lY zSTKxf;2G=xM8qg4MJwK8r;~<(0W4bEd*7Rs;J^MTl0B>>s)k(w-Uc9?hoPUIOz1Yk zu&gD+4mbTva-gvxL!#HJ`vr3s1qwvU(ra*F*a8&lC(4M|y)egrluH2tDXaoQ))#Pd zjgF3>fwKWGXTff$AeeyuaC+^pIH0+H|Q z>q-BMH}~&~{sFKP{NDtT-TT%4lPU4e7re6Q?{%ddgVtX_>);KJb#Q!UJb$htWaPQHH$i+0@sBHajJr8i7PzXXeC zG}Etg{9q!s5)g52+2)O4xzrhGB9A=|Ma*k?E^mn4Et$P6?DZj0lzGSTKe!K}8PWjl zIv%_Q+=Kz(;95)Nyg6Q+2sA`9Lcwg;*FKaFVD#zbxTjC)VUlC~)6H7S>c<791T7d}MFTpyhRq~4TOh(3iI zn6P?-j1<`cUo{wZ2E^5cGeG}v!`%-7-%4Mt8WqY05EkOVRQf~(R7>pj3ZEiOj2N) zj9LJ<$1(}?0G0*0sRaw^;~T2H9icpJ$qv&!u2_Jtdb@lJ+I4m{%Z`;o7;ykN4*!@W zg4y7n{ewM#`dEqMCy=8><171!(t|fv_H^sViO_GDo6A)P@hyxL(&$p3YI)Bm>s^vS zFt+{WbdESDKkJ!>FARy&prc<^G|JlxO9J8@6D$-~cAnhwdBcoCP$xzeO<;mkde5<}iMcRevltGr1 zNnZVwa4oDC3%drIKT=THC%+NrgwmArfW4Dpt?>}q9S;|9AD#mT(uZ2fIR~&t1auq6 zQV;c1=X@lZclW4C;J_n^hRLupDD#aH^kAQsEkKqknx&u+)vEiH4&%=^BO1)sSu@tN z&H;{G^Ey?h7vf(q-s$TrgF~2+R&B@V4rnkoKz?e{sBJb}pG0cUI&8dAR#B&9a_(gM zB#x{EwF87$ZV?*9QAi5u8{{3BVf+(9yD#X|008Y!v_A#RVp(E`Zqk4{a6(SX0AUqM zWdsJ`h5-bCP)=mLF3Ge;2&5RPx2eU*^}BuGDCVxW5F89kvZz}&Cu zm}NJ+>e1d`NQR}<){czGau2*3N~r>&2`r%+1e(d3)3E5V8DM6+!(3Z^UHO4}MK}rX z`A+|4^xx(Ru&k_iLHlV}6$`_{GnRQn9KfJ`tfdxr3y9INC`KR=?^Ve^?L1rfkmyF) zIgK2EWbo4P?M_|N>HCRseN9=9igCOPSVnV@i%H{VLE&F1plVgzsjlqpk)_ItkIi8R zrZtc!6~10&RIlh9%7GchXfdKx*Xu8*YipUhk?3%47~$U)>&A3+9qR5_OfFQ0P|xz8 zUOan2ycYyJDTxi9nQf7Nk-KIJe`F%h|NtSwT5zrJj z8O4L^x|*$B%6yM57chdomf%}#gWvJUR&sK~{KhHH!QAp!k=4wySfBL;W^SXi-$ucO zmE;6%e~n9&2^(Nrj}rm|CKDVPsLU_QM*m9Or1-Fd{=mK7jf%YeD=DM%HE=2vEc2#L z2PPd;Fi9CB%{!z@A)Y4uMH3&&@_lGEpuV`YVP5YO`L5;XE9UyguAIg{>w-*^w72hv z`F-&Zv}y7w29GFOI0IrLa8$jkh;g{eTxjeO+7(y2U6!^vJ z>PaSQ{#Pe{s?O}S%~~Mu%}BYZs?aS=u?F*iat8^J7HeAg@mTkcpV7Jpim!uWr#t&fC$k?>SVi!Eij`1@(VOdI<5`gWIft= zd$L@oQ#1ia=bd222vQ{q$=(g)ITUB2FK715@a8Yyi1h4Kd}hdsfg~mO7o5fR`(y}o z(E0WH70>k4S?;J<45k=jjAS+Z^6oKRv4W(iu+^kzp(42M3@F!;%;z0 zUO-hjW$O+#UX0`+<|@RWxj@?cWg3}^9g>>-zT`%=y?XI2VX3Vdb+dA#safen&1sEV zfX0)wpdc({Zx#7fXQFlpB2xU?w>zGN#hGo}pL{*@Mv}5l^VPB-n8T!X!D{a)xu`nz zq{XUrXQ)Ij;pmBb(!4IOm4ibK#){F_cyYt@A#~Kd3>aV+t_!Tn#&wy?rV<~iaU13i z`XqA-4~dDn2`30badzS^I3J0L?{H^cdY(9TD-(?=A z9x3uHKohn}kvm(aYOQq9&%CG5d8rOc53Ug6!|=6pE_4Nd+yh!zPWL?n_h60 zhqAzg9fb>=h~g)AsH+}r`yxRqh~gN^!EfOx1n%+ms{x*?YIlX)(H=42J@ly|JDv5z zY2eaT&_J4i)u{>n=*8-OzTT|@^&eG1#gKXLv|)xDDe$e*^~`dN9Z(hQt1f-SRp!a) zk2~DV#*5^I`%O^3?sg}w()07{o~YMaCUY%?tNZ%l{c++%CB+>UZii@hrLwJ||9I2f zddW2{C&Ej|$T&V0BgXTDS>)ib1`IhaN}^Xs%jI#*sr2Artb=>Aq|gXlVYYscQ zxhxnPlIuP5dSz1r-f36XJCp68cbY+E{l(Q_d&mGYFP^)vrwbi=!C1Ms#_3})-#F6t z_R&d>fh*$8{x#V%;Sj4H@A%g28{7$p-dsvg;W0}ie(TGt^{Q59hV$f6vZ7>eM~$Ge zU;NKfKnR6utcXZij5$aVrM)C46ClGR4TTr~e2*`ZD)^rXP&F?5B;`xaCc9G)ul!6s z()Lc`+x;g}o8sx?D#gGMqL&TvK@+OU&c01u{W|_CxSGqcOuCFf8G_{=x-pVlD9*gj zVKz=L7)5}H@_rTi7K=*y-A3H;o3XazF7BQ9{2ua(n0lSqWblbbqse$LPCXtW_!+Pz zoCK?=ix5J-R1DJ=s8#XvGn6ALa}OJmA*4-_c=*0V-(YG+HDPZ?u!V4Fxol*|+%$Iu z9M1L}L3+0?6X_yuc|d~!M@qZ9@Ccpf_p$=XpeM!6ne}8wdmulQHSY`}qEum>agolT&`@RU!h!-fV|G^7^HE9)ioAyQb|LjfhvJndOtLctqzb6gVu>tQ`CE3I zLbi#F#2|7V&piyP;k!;KP8=YvCmxuEYS@JR)|9RZ+kYKp98j^H0hJ=!NlGjgP8BiU z)XYqoIOM=+;KJvX>|SY0n0g#+PpWO<4C7s`fKg6)2@COzOtX`B@@F0Uk{%QUV^ZaXl_V; z0{N~9@gwJ3@|D)p^6X43Pm)d>{kGiz25q{@3(aXOYj&-D)h z>&jS&RygZ-5PL_kZqXR+W^~C2Q$X?fM@pwxXTlWuv$I+_qy@l_-W%`inGctUi&y-} z35;_s1B)5 za*rNQ^UvOrFsy;4e8KD$7_?SEt66Tx_G=CNyC&C+bhfr<)o*M?QWpg&p`7<;!aEhM zH>7_r5e+u*5ff%TC#dYB-r9N05Eh-n+aRV{@ zhcEqot|#~&k)+R7-SN;yNIZ&)l2RTDEVpIZ8#@1ivXhpEM*ar)RBR6MYsgkX9+1&k z^$iZHD!YWv?>PMAFrQ3o&<12j+Tvwks@062Y1B&De#gmN@v1qVhHXYsY zmc7ave8kDs+`4LJta5XC@>-Qc^DS#BfPvS*N+CSY17aiSn0qbi&xVchr$ZwuLX&|nt z;)myMjUF5rtFFEpODZ)Uac!Af5X-$8n3%{{^#s%smlpnE?}n7bCRBt&r;;}&Ts73}>gdx6_~?dF1Ac%d zp_oi|19LkWkSX9X?8U~x=*dkFRf4f7dLu388uIg$rx`?ShT$T?^^sQP<}*#BuZPRUC{xYBAM`tCTFKfl`^O5zA;!>kj^aL%`n zPFjoi!RVE#Zv$K-^448G3V<%QMH-}5EBH4%gf6vu=T?Be6wcumv$*>Iv;T)rqQFr!#@Cb!fT=sEoeSIwxj$bl$Fe& zSFblS(v8~_y8H9@nJ776S3oEEYZ|p{M4i9bAo1Cn_c?hk0BQite1?w^tZ8umw zq1Oih*?N8?9ECs%S8@jyA&SVz$We&mxzVq=9;#UcRJ}}uf zGU@_-0t={;K&1l3#=}Dq5x5j(C-aS0eD(P1TAWG_?IX0fk8L4E%e*`O_- zUv?Ky0n_v$b;}VfW@%6|#dVi+nVY!#Xm8Y$_=%9#;wbTUCD_s`Ceb_O-)1t`!5LpW-L~=vZ3qNl=+Q3`jmVgIx&x5-$&VnSk@{ zegMDHGDf!S9aPoRN$O{V!1pLJ?%IPmlD`pk@1q3SxLe`Ps+Gb%1oa z0_GJZxMw0ULRFNAfnXftSw-Y=c^Wo<6gMLzU&GB0|5A-uA+XIVYhL&Q3|}^2FR9)D z*M`*pla0jJi*z`EJvr=MuK&mh*rRwCY1Yan3uV0qLCBPDLXsUjGqr^-g=Sm_T^l!J zEsN&>$IVkL%%f-^PQlt2h9}}daiaR<@%!6Da?$kNV1u+l^dDey7C{;(vGLi@22K~l zK)TI(5r@N(Dw~50&8&iH_ZyxaW0>$`kUk|QOh<6DBMgJEx7(SrxqB8fT2?c|tdS1=uH$75 ziQ8byZ!6)KO?|@4sCAuux%|h&WWn0^4ub3K`Kc!e!iE(8-~M4WsUzr&c3>sIj=1s*_NODps&B@yi5==5+D zFunOZ{Ri-et%W-M^Vk=eL2pEH&V4{lz*DqpcX-Wx(8_QGv&D%vwgt7K0{HjP(Mx9G z{Jdetyt2@2)Qw5g%(H{F=$43aH(g{yXW93?KmCsX~}IC-?Q$IyvvmoiR- zSA4CRnAo}%naj^&QJHc^S9OLUPXbiqRCh=GcbUTk{tga5?>Tuv5WVUI9$P;}suF_( z&P@rwM^Y?6D2u5xbhX;;;_$R-l)aw)5Pipjbnw^V(=+oX-E>NrkA=U3(7j)R^&xV( z_uFnHaS|8AYp_yQF}WNs)g|VYttFT1;jiL|~@0?-H}yuH2iG*`fJPDxHKTw}Gs2+TYX_f;2Y8nOWp1-p?_G4uz< zX2I0X&d!*4c+?;p%vkvh$UNu|4h|F)6qbPZpUSnBvJ-=r8`$~4$$pfQlnjz2#ZAFF z*U`{;&O)kEb%Ydf=cI#)g*6Z!BCx&Eys&{Ld$nc#_08()s-%ZU3o9$@JLnkP{wKFq zjXH`%iT}E@|1bafQy&gnUvzN*=3o86$cXMM`m9(ddXnQhL@lT1&z}#0fr0WAfP+a6 zf*-t|;D~HVh>J5{I@y*c5*-rV@j>b1UYZiK{302doT2Lqk0f*uL)P z7HgAFU-)+1fwUQs9fLYmn3OU2Dt_eFVh2Bs|DNXy__nXq0;DQ`;-9#G*J*ai=OhvE z0@?#bLUbaYys)8mo=^wA#lwXp zqGO;mVL&cVIz?X~JV|y2zD%^<&olCd?*D{Mqk+eN`e$?5j)aOz%%p(_>`LgWH=Ud$@ublVFaA|j(No%kdFc+{&`wsV`Dbw`+Cv4gFMfqzdZhB zzTZQz)7Q(?pBNcQZen7hpr}X=&B(4#SUY5N+?iG`=44}2&W6s`SR^{eejIFjn&XZ< z>e>JB4h028UWr}56Y)Eo5N}bJ`Bx35VJ|NeYwPmuxyFfYp>KvoSUFRq$hez!tQ-Tw zS8xugahcsv0y%x>Bol>@7g=# zMj+!v;3ItVNdPIe$?y5T3BV#upL@Pa z{UK#M_o>%>g<)Ta3-w@b3h`12ESxm%ksrWtHNa732jgkxt^S69Q%o|H&7vvH`RU}}oyRpwxESlj;45vTL~@iXo&@rzP-(ALI z;_T8zC#OhRx)WdWxj}5Mjw;ClQ|?vt+yeOyR`@+1VDSMhYwaol;Xe)NK1+{o)j0i{^|w<5=5i#3%|%X{jKHM4_2pwRrvjW9uP@VA=DDT zZViZ(`V@Hh#}bCnkMsz9-!K!#_nQ)ILJS`>-CAqUk~6dmX_DL;B(XywB<%%-g^FLz zB_$={mzZDYekwf!<_YqAzZ;-G5ZI%mqb0ko+Ys=oy2VPrZ|3chhH>fR?0VJDb04bI zrOKTnfAr0?Q<>g4) zhc_0k2ROhOAuLewp$C%^dBhz<4@KSsfRY5{&m%2uZAORcfybShNYo*Rju@>_W7xhQ z7qstssyCW0`ax$Sp}Y}ETo2gP$bYfB0?0}4kA`As6#rB@=G@c2nW%JDS@0{bq?#eV_N>n!K9{Db9O*4m}s*&1;d7h z-U?Pi;fc8i6H#M%8$^aZ!%+f$clI3li@Q$Fl!1UpBSWYx!brQ?oYBSMN&%EL&M9X* zE_n@0NaDsV;jHGB!H;gx-fwIDa3JQseX|&d!hHi~3|-C(-U?J7!h06oX~KtZJA*1T z3o;ouu$`b4@F;$WC`Tmj>h|{4E;I{Tv~NT@y#$s1FgOg;+}IJ1z52`#DgH*Hj~qaX z96t4l&<&!D>~ClHaYU#PUZ*ECH`8l%WMd?+ZvaN zZqBSAH8e0&D|6fCv0BtpExQev=AgbMfg|p3Di!20mF0%oWirpHCc~e1{XEJSeLFu$ zJzPN6uKjW#j9=EN9egZH1y1R1n%Ng>-`Ol`-Sd#x@p(Y5FFNHeQtJaWvbf6? z*ZG2HOoK#$)8#m?tAgaMl$6ww_(o1DC4&Mh`nNNDj2tqPw!`wJ=Q7}Gs8aKASk2SJ zEVIh@NS31JHNldSR*%P`3R#92f`M$RTo&sIJ5Q=O%`@c6t#GWA{l1Mex-U1h zv#nz3zxz1v*>`B93K-9q)ZB7SS3g;}*>xPdtoni=HfnP4SSLaku&5-lD?Tl@r>P6j z`;J;c6iDq8qBro4Kvm!y;L3>FT^?!s_&o@R4xXm+i$993;H)2dC$e~Yo$Z=z;%jwB z;Z7z*5)!n}PLGE&-@UcN(ULp*VN96*-6bc+Y-?*PTJ3>WE#S-@J_z6~C@9b%!1#Hx z>8dR+PYRAghD*#{wCU7Oe5qe%@czDC_M$CbWo-)1y~p*ZxgC+&<&*qNy4F8vt6 zmh(hx!B!+}3$$m8XuTlw(u&{tFblK#dFVrIp#wJ!-ob};8UB+eT{LpwRO4-p{ClCi zSXSQLXQzfq;#DL1S*WPSo}a$?AdDX2;7dK)8t7nS3?3EFR+&VCo%vhQOfHY>xAW(KTfN~y(Ya#WTyRKA4rd|ai+T#h8mNrwk5Z*7~JuKbsI)b50LA{9MJ9(W_7$ZwJ` zigKy(kmq&qJqga5M9rtdP?i+SU^yBhqqfzq>yvfny7ADv6*w*YbVKBqNPXWy6H4IK zy@DJ(n=m~W4Ghpc5&5`=qxib|KE&~Ly;AZ&c7@O^Qo4bCxm%9krw8NpwnnKnMMd<= z0WTHPD_{Uojd?u1c7u{kU{nZ%K`kCP@WY1>YHWoKp#Lsd1`15~OSM3ZUlN1CRr<2h zxg~&~J~&DMDIn#F<{z0b`RVCta5EO*+I*=4+S{>I6pUiWOE=Ry`z(UWN~dvewwpQ8 zDmE)KRMHqlzInddQ|Gc<@@ee;-J@v*u=`o(O$P&&$ZSgULdYc6rC$q<)q*Jg_JfZv>qM)>BYsxDs8F_Xx5E$#05XfN_^Zk@A9wtkrW~dFbAK)wIEzS?l0H(Zm zJp1o**$a5LbY|42h2&?uIw$}ss*k*qy#V(2#5%0L~<^f}||Ln%`k6Ts$UtR#DV6>JuY5irj(i@%OEcoZaBK9?4t(j#vHEAJ{ zBuELL0rF(;_EaTK_@3Jux9L-|9)UMrFExORptEU=LK)$hhENv4%ZxK zwTftGE(bgUX^%;}Knhfzf|!bmO2M)2Zy%#P@JE!-VO&2~j%1KJ!mESWP< z83EzghKAw9aTDFw6Y3UFRRPi2bSLzdKr|onf2sZvMuS~nlh3UKG#F?$Gx}4HcD&pg za4_Qor|$Ap16?0t71!30`bQgkQMn^~c&m;Lx(Ju9*xi?${`b30BrZtIWGYd!+{rA+ z8-?$|XsRj(^=vnB65JaE3BXzK@Q{ZBzu+;zdCbNDblVHeGbfNo@A;rH5D7#w_$1+~ zG(~I;nHv4?$dqr5K@*xIlNIg)l+`H`cSkU)p-x zQ2r76<~Lp^Yh6t3C!z48lr;bh;bd_MXO$P0G)OwW4g)uWE0xhnx1*64b4wc-Y;8|h zOIiCEqnYn(3G_eolE_OLiy1GN*gd}ReTROA;ctX6*bku3D9F3P{P5`~?xQCIg#72f zABEecI$7@1Z&iI72(=&nI6<{a*=jwe9hzB=*guaMIM0Q1Pxf%#$-Z^&M zlmoMyP{!GdB!MEtN*AgxUvTT=XA99W zPd>)S0Bm3tDQN4*>sF)Yd352yIaS(z5I4b-%0p00~|UbOOK6ty%y110uX$4GmlpGBV0=^hf$%GLFD#&7xW^{l9pR z4-~O3A9k4jvlV$Wg9sW@P0=5;OiZ!u?d_Eo7g|jBes{1wC2ilD`My8!pUYCH9SQvX z`l0_?K70K}>_p&5%KXQe(k_!Gb!Q!s!uzdGT4qX~X7)PJI!s7NBj%WA4LQ7_S+`}= zdUub4y}GcI%JA6$^$XLi^6N6|5|o2@=Z3s6R7zK#pUy&X7GB?g3Y`knG=Dnr^1AnJ zaLYVjga8Q)wrVk0rz>qDGc+_Lvgf(y=j%-)*tFU^EO?frz)w?pfw{g96uHr9l9*rY zz(H79tKKGid!|-SRg=gzB9fw2k$NL3E^nG6I_Zn{%1VrThju*oX=B8cnXh$xLN6IH zsfx>l7XF*Xx0&e3qK&r<(Onw2Qj{OjzW9bUhm?m_XDe(_b_U7xM2r$;hVs3PdK(C# z!yfeMYS+Ag&qxEp5^-y5>tAr0Dms#CjQqB%(mewMY^#ip?p8iH`lv)aYG6(Du|KdK zIJmwgjd_CcugBv5v_O9c{ciLv;6X+p1vPcw()VEZ=_a~gcuO&$+ZwZ5>O^t|;t1fn zO*yaqh|h6J?i*gt1qAnI7k^0LDgZkJ-^`U8boGL`h*A62n^VmxuqqU2 z%GlxpmUl%EvyYa#7lWieJl8s9uBD`%o5=}ewog!_NRzoG-s*dAPB6YurRG(#pz7Z2)e$20?PU$({a{>VwSwHa57151;a+$6aPo9?qF1&lF4yr~73RkIS9BW)Mge35VS$R^iF zg)FCA`oZGf5NJHWx)ZDFTlcA`@aU_Et1$oouYhd;-Zi7TdTf(5%cnz`i0LT?p&~|Z z`bO0z3Ngo`4+_&avM9Q`B=(M3oj>%8$G6%CG&Nhb z4tX|6O|rdans`%cW*X5ssn# z72xa9n5Oeh&X}~MF%|)n)1!bgpH+e`uLCw1aR}W9J0KXld@VhbC@C}10DRXPO+ANf1Sn7LMSK$%NDI-q|IS=5; zfx*Fw`ITUtB+ML;0DJ`(OKP{bVFWbMB`?Le9e1Mu3%;8&Rx2at0!XMo09#%c$<$@w zpPQxI>QP}i$8`bR=Es`FrKA*(&g~qO-|vDIl(?*H7$6i2^IiPGDg+v*RDp}%?Lbr? z_3+VS@dmmAML@1_A^Jw5Cae@6O{dxmxONOs7h52fnn|z$W5}kn;95+Ip(fVj$^5|$ zah(fBJ?w1}_vCf1B;ve+cEPFnAmp|#bFl)mKX)}2szUUm=(gDmvu+tm_Rd4mCBJ4I zVq^P)XB>K$m%H+EFyfOfa$g>&&^`aT+~6272}r5xb0nyKmW&@;4TiB+l>9VD$I}%n zI_+hnb9%WMQOCw#i{4K&HlOcW_`U_* z0hAfTSfv;1wV-54NJ}3dzz+q$f>TrRmLLy!fnY0QF{mjMbz_-?&jlp%@Lb*j<<_FN$37; zYHKH(gF!NIrfLC*Fq2_sJ%_*@ZIjmCH*S-f|00m|c>|cn#-_h!AZO&jxO5djj}rb0 z=II%|E}^R54F&F`;flP&A058bI6yUus zd&bWvD}9=>sleh(RzGXz9gXUAmjPW(U(c{~&!|QqwM!$C8o` z{!v9UO!imTx$3M`!5Qs)9%tO>R;0e|9xE2IXIN0FuL?CaH7cT&!a?d5=Y-$(5JhsQ z`;V46zMJ!3O$}y&>Aj8diQA)J;$L}EZpn!)2{^uS{UIF&Zk379|u!*$U9v?1`K=#9h8_va(%kG zFbNRlJXBABmmp1!_*lTp4^TdYSE{v^bALbyRLuY0l-cth)!`b+cMw$0(v)a_|Ho5c z)%Dv$h}mmv(W9EWqq)--y$~D#?eY_XA;vYCjIWjpXXeNXXG84j%Uo-sCdT@f+@FM4 zz6hSnAkAzq{5AM}KcFPaw+vIYK`4vKyytO(NQ9=G*r2J2G;8&mG%@8XLjA1#5Y`Qhz0+EMGRx*Ki#sFtFhZq0Oz)N;s%4t z=#F8@)#YkR^XBn&iFOoZD^BWD?v@?@9=Wd)dN`k)!tyf3D|Qt&;cq9$2`BT~41;?- zMsWqYx=QpbjKtHCh9LurWJUf3T%5NDR0bwcES37*&z%hl=o;!9;~ff>H&D}pId|y> zokdJBDoSx1kFdg9X?XI&^4rZMKJ?qw@`8YulAaUA(*ySB^G|@o_IIYyPur!FkpND) z>EsEo=iju?Y6Iwu@=p0`i$kAK z8R&N3Hsik97!7Gygt0eC=F((~bGKkJk08h$38tcsP70SSI{c@K;_K0Mu!sKTQjo3m8jW=`sgsr(IsJ& zjjiYP7VpRw8waDtv_eB;=4x~aKNj2Iw(AH|Ep$XHpaNHK;}SXcS>aKcPDIiO&3n?A z6gq+~pk5OQBd|v4(nuhde@qTLS`kGDPJv*zJ3Cf~w!^<()MvHkQ%py_?)UGFqMuQ# zaU!CIln;L_kN}{l;_@UQYvG*JRNWeBT&V3+Nxbd9=kx!ZM*r`B7vTq2KVzLpHjY^k z*!$uF86}rtM3{mf8s@&+R3`)lC4 zE9iLgh72L2cIu?dH7WTBAmQET2g}M;EM-C(5?Rut@=GIg$&EPLoMQ=4?&t;$P*qCgaMIj=>C^F`ahy+K^ zur47dr>Y33P&4tg6z)lfLwKSEf>u6G5B-&Vr}gD>lZD}#tvY!3*+o*kad2@jLt}id z)-4=v4v37_U_oB70D)D7#p&4(lKkj+GE@&Zl(%v~fxyc>QWlQjwKUD8-gNi*vdIoe zip8bB*jBO_x?2az?a6Cb{F(o{mUnqKRVFb`aE9G-{uJ6Cghn`LBA?vgQ89GZXjjn2 z@N*NgCwsGQ_fz~>tdpDjF@`zCz=nrDWy+Xq%EcKarWxXzhqA6VEe-x$*439_N>Umb z+934qw(7k+!|&9Mo~@f^Zl2ua<(4`=_gs-Sz{p*cXM5=ZL<(f|(8Q9~TNm`wJ5cfg zg~#rZuL8hDW8_QiDCm!oMrmnjN8drqNL~s_3R!Tir0iyHbvWDgcI7jPt3nY~Aa2fy z(E{n9e}RYsg|;%N54+-Y^UE5`*T7F2<8Sj1D=dKdEBE^j#9g{0mkZemk2jJb%WMy6 zGunwZAL8nxZj4G0z2KJA-q-_u_OS4&!n9v^HB`p7qKGQZ?E8VC1zX<-R+(J z{zEu{gELEtUee2I)q&vtz)y?f6 zTWcfesMcjuYRs$>^hH?QX%KB?o|W#~%$Xb?1^ejeUlmh6`ZUShhcHMHI)WmJvo>K7DX8e zfI3IP!7xXE&9cf=v(6}$ ze!5XEdS)wCQD(Q>2C4bA1=A4irm|2Dx2UnfN&LD!wbb0u=~Bc`k%yyrfpWIFF(Ye> zd`pdJL;1;a^78U^b4aEhh~>vR1=P<0PmwmkuTgvf`AD`0`Ky%_&C{8759KPy>O*4B z(^8$6Y}rQeU-74Wlr#@o*xnN3-V^T?|HcT8(CrA*6^~2GIuDwXIl)URTV!7CJCF~O zuMfJv4}d1vpdl(W3|9zqe$3;*gWMpo+ixn_R*T`AAljSq623wp1R(a|+&Wwt~6k$}XP8FepfTWdtJNN5~h4 zD_`0)K;Mv;k3=8z^(;wtkaYet)IfGESmX}B-W>txFL!$RnkiZ<8$D#?%ZFxP zvx%lOy)WvlAJ+CLYZcI$ZW%E)EA%@@M7es zAz$CV4L_v;wd8OYQ_dMYX_MT6y9 zK_F|75lqb5!B00Bsl@jpZi5&EhHY>0&^|I#sh1eg{JK*#WbD`FD>n>SbN z0jtpTZZ**=#G?)OA5TLn>}ZV#xn)a82RP>dW0Mf_wtvpL-wKk~D43Y!c3bZ}D80D= zXCbRGgUlYREkq-xDhz{R+%#G3gAJ93mHa{R8RuvPtd+}j!08A4&yE@TQKcS((DnxS=T14UQ>R7E@@gS9VinLo3xRcwW=1+sxl!V z)TJcRD;Zg_BbIfL$1R%V{B^^mi$TvC==FsdjLRYsw9;&p=3zyY$vZUm$D z&%wwBEM=RDa*2q>6pXRBHFNY8;6Ed6V`DR_u;1*hhwcJ+zRLKXAfCluy~VBGnn?U1 z1{Ov(+E8PeC#j^0fk9@MJu_1VBiZw15Yqhz%-u1Umo9B7!x7cdHw6F^8+IJE+hDu4 z*_d^$OENW$s*__qkaTv69IagByDR)fXO$}^pIbbJ<(z%rFm z9fp}&E7cRO_JC6&rtYsS%s(hGd+f850m7R~OU&c+4i>mGH?Vfzi6z$!Xn>=^_D#NB zefEeCNH$q!KCx{DDQ}b%(nE7n8_7i&z{|C$al0Zns~xMMctc zo>^hOO#4WKKfE423BmSr`6&T zB_o`fMb%k|sP++KT#WJ6*bd$8j-&UV^Ec&}S#@LwRUF(kAAFPuxk$mZ7?np$&ZHSw zmSFlK>((iI&}NIyENd9&f|lmB3`w^)w6KkGp6fEjb?-I$OYM4LW_0>;+X76z=pFi~ z&CHcu%iGrJ-P4y>+-~QeqS+zx+s8T~d-y+3p0v}brClMNQbH|W@x!Z&HwKA2!}KQT z4BK}Q-L|s3Wk>yi1U4AsR(Wl&aaQHDa3}Rv;xsiZBzn3$08_7R%{!F1I|e;f+3Yv* zeUFAuk|aMU%S?<)3zNy9CAUxkI1E&sIC9DuZDB6nrYhZXeZM)%;S`pL!!k`r0uoB>u!# zY%Z2*jx@UK)M->bIqSIP8%};f?9iy1Hhr`!AKOoPsLao(<6A|ZO-YV=#ZN9umz;qT za#3g!NW)5ha2XRCzdOjpTH>K$B9;g7Ph}+NYs*(A1i63LShapx=&XI6C|S^y=wuoB z4Xh{s0Mff^D;@Ou2~38f&+ijg%lQI;{dP9l8^^JmHTC5V(|}O`Q)Bhm2kKNOzp)kq ziQIb|im3*MwZnP%Ru;Gg)j0n3q@sYlbF*sn=n-EiW|xbo&6iS_{O2Nc#GT)82}x#l2W=>YA?q z_~w$tRK^y!2dFKHhkiLU)yVE6)#4COk`OLohW07p?y&VXyi>Iol0F&} zwtM3~tmfWNDPo-)DWYs3lP_1BlYp7e#J{9yRlB4ln#@|y=P(e4h+>=X{Qb7cq12Q8 z%;(d_a`;a6nr5Seg_?YIm9Dxr!O~0HX*Cfq^PiIFmX;;z)r+;FVpqe-7>4)%^*;jU ze!NK;fejplNd`z5hnj%(r1=}UULde& zZsDCPt@$|}=;_+(rVO^*1wp4h1**H2CBX|dmrHZra#AYpBu(BwV@d`cFw2C0151Y5 zkpcNsz_<-k{92HSQug|Oz@L1zPWW>i(5AWJC%`%gX-DU$;xvi4^#Q^uf@OhExT}GqJI; z-{8iJ&Ku}_h0pL22sozTRF{82__IcsNi5_Usj{-N1(lyEw@5$bJ@qb02mt)%La}6t zy+649?>!_$2ad3vo7d=`e5C)OBK10zBPqFI`btLuFkL`%`xkWksUT-N58Lv#^G&!2 zDJg@LONy;uSN5sLML}16Yvkl;31(uH9&4(3-q#<89Y37Y{LcG%!qfksuv~?4C zm2cKT%%5~Tizox(61)Y_kt%a)c~EH z7k9pw+Cq=t+z@_1#{+11A`%nLj%gfs$lH+1VFDfC5%_vlWU+FPFB8(|gD7{e4nA!M zD-BY(vycgOg&Gt0^z?vr^%8DrXbYqRd^Yo2AgC|`6QET`;C9tyqrsj~;7K7RBO~*R zY4nly1R$zYGB6AnoP)5jDO$KZV2`b8*?gh`{!d@e&z)9AfJaSML4hPp^{ozEr2vR}rN|N#z)AcixUc;nZnikyL*g8Pls&=qi&wyqvEmFX>iM zsZ?#i?NEF+PFm`Xm&Q|PCz-vVb-w4=ktW@Xh$5qsN0TVE90x9|#Eeng1P2259^0kl}bukX~AKozS2<9)L z`3?Hw=8G6sV2>Ek1f<%!w7|y7Dxs~NiWvf{Cyat=elTi7L1yXy(2$qC+s+*E5=Ldx zgg%WAIVwU{S7A#)Zf295pNow`3k&s&TYU56d&x-&mZ_5szsb6~ByB_+Z!G3sxO$D^ zToo)u4Ih-tt7sFU3u|axE+_PVkyuRVj2$pdHoOUCX+%w?+?4TFKj+!jd_?<;yob~I znzYKUm&Lx5_mc;QfidyD+I2>h4@Yw#PVk8WS$8lG!|$f;cM!Tp9)#UJ`>mcoGcI^a@S zAN&pAdP)Y4n6Jh7uA`|*;|LYmV6dYVg&65F4tkQuW58jlB23%uC-nAPswSFX@`Q^f#$2 zg?OA#(#@_HXN%<))XAQ2AA~qMoi2IcrOm6@*o%xZqf`#*JDVppH#*dpa2(*Eoe%az z&3;CWf0)ME7a53FOWs-K*rk#b6;DoD_En2@Rl}@+?)15l#?zO)`-Cc5nqP%fTUH3U z+%94uuvW#$So)k2NmJei&q2A%Kl~Lt=D~l*e=O3<-OX0%!z7h zYE2{cKl*^iO_IW94FS9f#4fO`$=z`Sh4JZ^jN=DqURTm1fL}y+(#?6ROAY4jJkR6vloiA6cSg#7 zPqDKrJh^=HiRM>UT?;n0Z{&1@@?_7w^=z5Hdco@rNv*F}!i760Su{GC_51V;3Apw9 zvEAK~3Nob3T(hzYTRgY}DarV`@8{jCR;&4%6tMcE=EwH3O=-M(Ok5&I~0Ag4{f_;xSz7nBOH2F(*BZ)ENjSTVgujbock}JTa$q zT%VP`sJ`p-QJ$MZDQ?ArR zEZY1|xL6po+q5N#Qt)g0Fo7`8@ZE*n&)qd>=-r<_;4TD!`;4+N5(S4gsnzJ#RD)9pUDq%o@5BQ(dFo}k3cBxh)Y>4x-Km)-3*OeR zKt3Y8Kpg$$vT+kk^+urWOlGrAmb6pX(kh0R7k4c{_0rdYtxw9BBLK8IV=4CrgoDT_ zD8!Ir9amupo7zd;7{Gi04_256oE-+Idjo?`5IVim!H5IcXQW8Z9AjW^%3IsqBsd2d z@`Q}Lv;3}xQK<3L8jVll2Y_Tzos*N}6804!E#n^SECwDkt}DaTT9O`+EtWw7rmr->S4^a5P1=Aon@nA(}$?H%1!=iwWyHTB$G3~ zbx9#ts~;aZG&HTpeteXTwuuQ8H@Sdm2EYhXEkUR98*!HqXf8C~G0yJ{3H-N_y^&=Fw_!iAt*1L`I zO)3=lhZ$}%|L~++g9Zx*4}1E{BY!7r{>}SOP5ce0mQ%#=7chbD+jW)% z+kF-%1MyYrqUfu~mw~UnC^h#0gAljS93HSLBMHFKPI*sE>(^rjPK2Kkf4aMsU=5cpq1?#I%Ep8Al21XO6)bbj zDY8Z@d}7gyjDix^L&?Pj)(S+vetLcgXcy?D?+NoSi*qgA>lXova%X}4?b`xG9d!zL zWb{rS?}B}>MN9x`(QXS(M8+cz;l3j6;o_s09XoO;Ss%unf>KTDvdf?+J0I(NsM$$% z==aj;)}79)ToxZ@&vqHqi+2|sQJ*<5-DJ{`6PI+xm7#B=XjS>V8D5R*_CCF z6W7e3$4rP`!!&ShB*=hJ{#M>&fOMT`O6<>y1b=Om!KV#4EIHoWTl%?uy8Ye)8|es; zW2;!#ghMy%Wbo*5qa^6P7#gH5;Qw(QYGhM!p5 zx1$+{C4V@4nCXFoJP1Qvfzqi$M;DWX>Z+|a|%x)#&S5H93c#sqCb>MiFoS-h`7j!>UhHH3#&tD3g3TTgzDW0rhV5F9<}JT zX}vNTUkCrDN;jzd)CMoIFC=^dMxSD%#UfrRSj!%$Nln&T@PURt<@1}XQ%{me0ZJTX zKgvU}h)~F4COj6nCZF3~L zA`ka9w?uekjIbKM=AHC%8~j2|!LAw9idRLNvn9)i%$r&e$VWc!aYw$t=fh$~x|_!Z_y9?C4H; zLp?V^MPBjsZ6b&fcz`V^??ECodw9U>fF)Qh0DS6CBRlW5*Wbwf;W#}2_t#A?qYHLe z%XGRfyIZpB>+96FM2g4eLc)|UvRDQFO*OCjzpA;QBfJn9Nl;Ui8!|?{*WGDGXhhB9 zN;S%-zKqqLfKzJ^k}!Q0`ZmL%4KfKBmA$kJBj-yP1p=RPP%Q%(kw|D?kQn+Pjp&#Y z$Hzc(H=XQ-g$w-s;RTf6+H!%twzCTVCiK3)6nUC%SSV<0{VSqG3AJH|C1vx_S!WtVu}5^uA6MI`gk zw`(RoU(409c9C>;R&E_RH_bXpN;BtN#tBZ|m7gG?)zMqVG;|`Ikb*dHKBny)aR^w2 zadcj|OG=%JF-xXh7z3YfBjuEH#ihaE)_8G(f-OCKRYpp8VA0FqTNdS3d%{0kF8XW{ zgLTQ-98D5PtIPpLH?a9Tg)qI!MV1=zEb$iuJP-vz+Mv&Htj(RGopeEwgzkGxab<^p z>*hl+-F)UNf4PrcV)oasQ-&dcxkyc{YEk5^AIxE#)xAU{OVm1&7odKvT|Sl39MjB)qw8J?jJ@N$?(eBdMd8;&Truoh!kolXHM2(e~YyE{DvYmC#ayEdSQ5$T`1$ zY}2BdMueD_o`KN2y886;C(of-cHtsF$|(!)XO4XJtD&R3(NlbB*PVBND5Vd} zeM_^Xy`CICQ2TVI{Fjuj4wKS@V?dy}*q^<&)`s}u$g%mT0i|&N37by760TeQEXO1j z5{3#2MkUd=5%XuYFOU?nd|Bx}Fc11sYBQd?{o1GO$dD)a3T2tcapz1+8-=dhE^O>X z;~c|ShtWOgJ|^IJ%WOLEk{r?qoIS||J6}xLxMcJ_@a&ZAJ{9i&^iK(W zu61RRnpGb-wNq2#%(w3f=r!yQ#hsIT{ua=mX+A@?Gxl^UOs)h_fCnUI+Cj7mN(_w>{n%bK#ER_ZwMLR!d3z7Rn{Pk%oaSB7|# zMFeI+dFkU~&bY#|Zl>wcKQ!-~LE&FufW-&t`Z561=48nV%sJkk zPrAF@*05(ryaZKag5m(og&fQIWNkdJo?2Pz{ND!u|!#Hvx^J0?- z_F#T~kkcW%(pZHf^o4GFy3m5ex#k zfe|h>VmrXj_zIgE*b0zNC+MyN?6zx4c#BGYXo?Cw$CZsAhhOuwYCiPBbZ9Kwt|3Cf zB1o1BJ=F8CFd{Y80ZotgfHya#c?e!V#sI8dcU>n+(FApkp=rtI8>Mo+t>r4T4Zj@? z_TH2FGdB~uC%C3Gk_UK-9qsY-Iy7%wX2sH;Zg)y%mDr+ml1+vU_JMBxB#W*6YizkzFP#0Txh^3$jqbmHDboJ>9T(o zjZXLlr(=P0%sR&bLgxoqC8&j*ghVv(FZZ{$t6C5X3;Na)tpnE(1Q<<)JOy7R(Woyz z!dv_m=Zh8paubiKP|ppvgD@Mf`!L9>QRAFJUEh_F)lwYZf1uYQZy`B|_?@{5p|Ebn z(=v>AKl4LTZyNR6%zCFB=3-V&krv4w$NYEJCA=}RCq{)_$$Hu&NtAwWt-#t{B<4wY zKzd;wq`B`A5)$%#UsnEfc78B=0sTp4`7{wpousSTf#K$5|J>_!@q>(o$qkM_Tunns zz_T`XPL7UqgoJFLZG=W6_Y){5id2T7TY7EHh%IW3J2Mk?HdwVW#~P9V!3Ce+^> z8y_Hw{hEIy+;YN3_dv)~M&`YOAL9jZ6~=?vDSJyF<`yJp8Kv{ksP597dQ=JT|Nb|T zh~e9*u(?*>E!BmO#u>Vh#c7?kyn-pSgQR2+;i7o_74 zmK$Ky-tr#i4h|1hvxc^Mbrjg5{hI)f^&bNK*uMn$Bxv#Mhp@xp>31@FxL2F5z`bJM zfyzF04Le$VF1N0IZ_2mW=v2Ji$^l2FSPqPuUTutG?=A=9J&d^i^s19DrQ{dhma!J8 zT>wU8AB^h|o9zvb42tsdL}0C;yp2$b^CWs4mM9Qrfl-|I7TffKvmIk|{sA|v9G9Q2 z(D&2+(Ega&?ab_Ivh9xiN7ql|!#6^6F88UAw|htA6-cQ#(%==UWZB+I%SJ%;1s<<%8&YXoaYy3HTw`U|uroM^9kwR3rdpHsE4ReW!_ zQ4_)G3$zj9S^ zbcnJL>6jWWUc>)9T1wgp8sZI21HC!2CA?H+;>zvn9`=o$KPZYKId;;@q!>k7zdO}= zUsFtbb26)1bQ4PYKfZfRz!ydLnwKDq=3#jFb`+3A=Q0u#S@>9s=yA^5^MC*E;(p}f zc^s?ac8Et@Y| z@rO0_o%uSi&v;Gm%G}FmcbX23___~KI@K6&T9=#=6@EW^&0DflvLWU-zgYg^AmgY5 zwrV!};{)G6HT#(C`@FaHaKeZ_TTd8jqO1DKU}XuCIn^NE+$8k!oa_GPH10j6@-|$) zOiCV!pne*t5L0DXiH3aG97vPY-sovi-FvxpYrk?*ppYFaUzU?2d@KN8EsqE95!4rO z78CTn4uH|*W#->(ZvUHrUsxLFTeMU0o5N&436@P{a#oqvzgl5nC)jMq;XKFRz@%`B z!a}%NEdMzd&1^D(MVN4XlFOBIGDR54SsW9)fcuq1?wmOpzc@74elWkwl_+3pO@Uv{%FY~5^|n8H4>BJ?kf9v_EZd#iwt3rc}b=^X@TwoF=a*{}9E zW1^-g%M+Ghdt{&4>QcXiWl_wFuG?-_aJ%kdO5p=A#k^}Muy^k}>|dYfkYxW*en$Tr zR+&ut>8-0QX|g>0*h>Xd>$Sr$T=zeGqW;t1&Hn}709dYMA9E(IiW8;6i~d7EuQDA> z|DgLB<_!npIA;z;Z*Ry<_4{0Fhv2!v*$vN3wLiQ?Gs(fVGIOJ^hQ3)FaV7Khv zo>da7WqkJ#NREi~_4RS@{ON7P4`&?=Br@x58{tX@7js_2uBTM=^v|vzd%S(WHC7lC z8y{bnTnyt5QYqyX>$!UL##TGRxbJX@?=2O~Di=O24_R>mzY$`Eit}v3_R!1c| zHh{8IQhYEjOgE<4*dU)$)L(tsEQ1$!p$p+vskcLjJGiRM@4r2;t;5WIjieI93UG)? z?6&Fk(t9Au<10w}nuPm5OcekAGxMKc2eH8xU$d`*;oO(z$pGX9he6kBHW^s5dcho* zTUEup1>c-GQ_mPdK-&5$mxWgPdW80K8rEb`jh9qK|7(l=zhYf7|rXDX%YUXUD*5YgIhJ;mcbHIb0)jU8bLH0qdbLsEB~6i_nW3gCl;(Gx~1iyYfc*I%n})Vj-5 zb3aCy=xq#0uNu%g(vlGWu)w2=y%#gH(lMg0H(KKH3d7cAP;!?|aRpN;x3x;1I?}UP z?#gPH206#^KA)Q2;hR-(sIyI^oKL9>x&_oqM9ErZJ;%FR#w>tHjk&_l)e8uzPODavX5Xdv{o#Ea;KsSc@C!fC=LcYd z8$gCvS$GeQZ*4AvV$cX2{Zh`4+O0gEq88!19NMZItnTksvnQ@VNA(c(oGmX)>C9y8PPMs;h{JX~h3Ao}1IDio4CJ$-{9i@zUc< z+KDeIoItF~7RQDn9vhTRLgH}5k(0jS9jWaUEr;!0xw7UQgTJ&;6sy-=xpDtU{+j=f zk-)}-uFq~5xPm30fv>Fm2)nQ_B%CjJx`mw8HjFGeo^fmw&YHMO(CqD=?Xuz{V^eM< zamx!}$b5xW{Yi55HS;dQh~?T#Ps;OiC&{hE_-UDerW5_?mg__Nqh0pq&GQKQU0{dE zMwb#=j{n1WL=h|=FzTI=(1WJO z{m*s57UTq2nAuL@S4%!mNboc(QK%>wTc>fixTYBAiaiC?d+SAVy);hpE0u9-8M%(p z@kp_!2@>;7y^&9CHBE?dF!yMv<0mioV$MyuS2Ei_i|gNU=l<5+GxJMT!qDBOl47FH&yVH`W1#<#AoXDalCsy%?u;yf6zfloLl z5N!IzytpnRU-RjLM9NbJ8YFwLXzvH8Jmd47aX2XOGLeEm9S1UNW)3fHy-!m%`WHPx zV@C*d&}#$Z3fQfF*av@y3H%0Gn+kpjm37Fs1M`c^pBa%eEAliQUq+xMBp7CYe`we% z;_-7?SS0txX_KD3Q}D*jaQeG-fCzOjO_zPZoxYw#aC4PI5M{fs5!c@&G$@C2%rbrTix7oPE94Ssq%p~C!*4#sbTuDtj zXBUp@q?ptuWO3pwsd#`cvByC?r}8^CVXC^CEQee|NThTu{cMiH!S`#)b937BpuH8Y zdD1q^Pz67?VX`4A4o|g z0lnlUptOR0nuYAfyqI@buHNP0;$e7)EC8j)y?EXaw}UR}%>}v-@R*H)jPP`i!Mpsi zRK^px`mJkU>w5Yt?_ZGTgbO5Ge0QPJ&DZri+6zP5@lwy(`g;)n^aK<17kv5n*D*V) zK@m_*r)YK>U;tU&l@T*zvBT&H8=(aPOvuij*5+a z?paU=YiJrghV?+`dEeH`!D>?X9iC=>bDGrI#0q>=zdl>p7PGv(4N53a3r}GkEwt(t z{GZWYAA|=Y(9j6PvHOI+3Yw`wM=^L;d;}Z-AvpCdAUps9>E-I=p=NW8e#0@N`M<}8 z`_WB!*k@OBktlEuxQOnj=Cv6O24X+R<^+C)B;%h__1~5T1T6eMb1-;o>+hF_FT{V| zJ9=upxy3O<>RU+3vHdG%+%U0{JDGwox|FVydf@#jZFB$Rcm!;t$pC!03XrvY7?lyu0zu~s-#Xau zOe(-J?Spg#IWU7t@+Zf{tnvhUU4oRG8j02`bNYKgejOgRfX*)7sRHmDc_=OeP78NY z${kLY)|#B0+$9w(tAT?k?tM-($eh7TA;kTzx^3GNGh}}8#LA`LZ3Cw^hffX=g&4v;$)TYnbpsj2Vkg+At#z5r@ zIcOCx=?FyY55gez=)~akEYSLeyk4SF{bp>%YLkJzSq)sY!ZX%Qc!jB*cP<-Dfl5yT zC!Jk|RUcJV8;K4cC@SiZhN2N(yqQ&8!q|2pz4`bA-=OW@kX9n-!-RSndOz+H6ru2S zB&R960rz;`h&49W;uPxE-@-BZWk@K5s&*>Irev(u#W^NU;WM@5p%GaE{bONuWnZ6Sc*O?X@GNOs0ik`odG4)BrCZTm9g!co)9O~sgRQ9 zB_*ZD8K6L~&OAt^kv?e56Ud{+oAGQ+y6jP1`D z=s25yuY_7~bijIv>|qAPEnHm}fsA;tS&|zMa8zBPu@yAjbZ&#Dadt9mS1`$c&}>zL zI<>&|$KwZ}Cbql|hK(==Zyq=~WpwWMc->%_-&!NKUDkQJ3>L2TJ7a}W{nc9EK>shv z??j=@Wlvu-u!9FBc;Wd25D^Yo}2^JXe&fH*W)>-WTaFIiebjDF^HDj z>~G)HzTO+;SrsiNOF2Qw>8!}C6|@(nP*Kr|6N_RqyZ$BVq4L3~IyQBN<`IP+U9Y(e zN##Tp4dmP?gHJrT!lJ);{pU&PLeWxviPfsU1Ys+z<0u|H&^ORoKj0yz)^mDV^+65B~_}$avo%&~lbmwhTHj6q?XC zzbTCXU~ue<2hm4)k2A5F(}XQQ81e~QZ~|U`!7d<9JWQ`7>imA9wTx+?pCnEz7S#9` zm0NAzstM2!4yz)MVzH!%S(yav6_q@sbsbJ(_uj^LKE<)YXBNLUF_v`lY~il$b>?V# z?<&NTk+_EOYFsr=(&8gK-rM~*h2`ZjPPR9SPh^`Eurm^^=%kTr59<0d7OJa@8qG#A zq_B2S`sr3{5v4L{Sv%ErL@%Rj2-9>>DjhYVr@TO&TU~~}%em!#1t1I9#-W=UGzhx% z?Eri$`$F@h_F@j$ixsA5;_=Lo8obR2UE^KA0w!f<0G~1$7Zx<)Jb`3LT8Kut(N8jX zw){z6X=&XMB#GGd;sE>WJTJH51^qrrL8ro zYg#yZxAuBz8h#nP10IS9f~JPM>8y>Z@LM{aNZx#o&-R(>$R}L{Ji2iJ4moCpS1#Wd zG12^3WxVS5kp8)=(?9?u4MMx>;9#WGK5gMeBfZbf`hG^@xJCcBz3NmnRdMj{m*XbhnPW6V2gkboeKR& z@%6q4#Xt&Vm9l2l*Hcl+jsFD&@A|a>T<-Kw$;M$TL1wl00R9mR;?_dZTEH@M13Yn| z1|iW*)-lWNrmE%X%pFH=>kOUv(+${s^isPk7ERmxFlm7Cyik1+I`?@7-=H5&2ZbHYB&Avk7N%@ z#`^&NjKZaD?&GYrK8C^ivsALx^53~tr{88o?6+pOTG)v@j2`~s&h8b2-vRg4D@>s? zJx7ITvA4`%n0ajo1)BStK2MTxziLyS^bpZ-{B>{Yt;&m~k$ky~FXr=P6-r)|7fqGD zvV;|YVB}o}0S))6chI)`Sy?t$Frlmi54iGcm(h^(sDzE<*4X&1T_$rdl7smg(%38l zMeE~2cvd%^yYX6mvlKeiD59t_Muymbz$=|b^X}_HN*>SN+X?sh4e5gvL#Ta8vo86j zOZ-rAv6-f9Rc3);TvFo9oRpGco@t@jY~1HWbWb6$zA2US^70C*6=CD@SKsRRr4NW8 zI~C2%a|Ge*s2Dd1Uw({Kx5qQqj4ry-aMoArcRaZoyuXpV0#BJz16V}^IAPuOzI^4p z!z1}ddmTfVaK2IdqU5GH`$qZ?P4N71mHfb%tNvB$bNFG)riLo4x(G%eDj#pV$?a|m zVqcjXfbr}vDr%lLzq<+qJRIssio4@?pD*eBrRW=ktvhbJWv?=)UfZ}UECBQOdbAi} z^t%qyAyB#b;jHPM4#-x!3;SATM{sb-Ia+kED$z^476W2xVazH$x zo8g@vX88IfFSnzx?tE>xdl}uwil>=4U&wM@xu3R2w6oa8`FD~z9V|`S)&-bj6jz^p z5px`KwOTZBB6F0D={%T7k71_xjqFqPWWDePTP*pYyy07pu1<3x)uR;mt<&_dp=ZrE z^Nyo3b-Wp#7aIO0hXM8T=vNx%w~4U1 zw49)sM5`O;a+OD%b!J9#{K=k96`|3Bd63mhh>3u9IEKHoY3jM-M}ryHBB&!Nm|7lCb0kxFqhXbghg8Bk@MJU?J0kP1eWp98)tY~1@SzUwX049iQt*HYaH z7yIOV_#D!GmKN&;%SjaN=wDE`=g8JLR8`;5M6kOiHM(x0OGq5K^fV5s*P*|@KZ=}p zU-Rn_yUn(Kjh613a+XoUpBpK6=z?XhkZzQu0t^`~<7!akN<$ONlYqbwfTc)u3>+IdH?b>WU zpGj_)LqTs;22h#c^y?bJ0;>A}J8vCO&f;J-D;5?O@ZU?{x66XV9x%&t!sv~#3Yeln zv1!eBA7#7-~URnUkaU^S8ezB!v`Q4IyU?k1`V~1 z9}g+x!#2PYTK`1>^CV}31#(IJmLL)sD|sK!g8)~R)iiS)J&5a9tYOC|d_PfDzv$bu z`;mGKrt%n&b}I_@3W8%KMr+3we!szJ^7BP)2~Km~mc!AD0K;3Kif?>Vbcq*}bO`~B(T(^}R9xEZv^!Rd0^+5pW@|L{1I;n>-2+k}cwmD29mPEt9J zr=ST_e_U-`@>f!o$)u)|DwXl)&Em0CX&)jKk}^%9W+#i@E)(<6i9NPXgYMJ+fNefOdp)3Ul$M@cD1%048AV5O+~^U$HVYrvJ`)CI-jZ~wJ3yj{BT z=HFjE?p7jOy1@zZfMo`q;)m4oGTp<_K0HQ&H+s;-!7B#c7Og(n!^_}mPVqx`pJmsg z$V+7%5ue!o`!V-D6AEHFv8pG7=e?RWy0z)mb!PA2~PX2gUFv(Z>$Axs~R zShc--cKiyy!&22#z@akU+eD>om~dw>9-6UIDFX-V!*-eWLq|z}MqKh8;=k1fDz&Bz zs6ZQb)Ie8N<`MpjU`D{FAa4ePRY?^BA%3q0d{*3pgg0RmT!#9%o#N0-Xow(v+l@U~Ot8oDlh8g7@VIlO zD+-z^_%L%HlX25I?9_Vn9VKFA83qDry==aX%HbJ=Zk~smwL+h80Xm?F`Lp z#|U0GwS(-oaiRSWuZEAihdtXw+M2C%3-(C_Y*s;()GpKZ_(T!R3^DF!1yFKvr+IV~ zOItloS$Dp%?m5VR%8LJ!i}kmVT7&ULti-H|ly2%2xFTif^dGllb8Cg;vr2M0?c~_Q z>akCLvJBQlrR4KJFsK98p#h9AP;VZHX-U}mQill3`5l}pVI}8Ff41iL-jV9oX2`{F z{$yVL>-Qj%K6L9uCjBXntD>k#0t)Gv?bpOJid4(AB{1UAqQ4=ioAeio;e}Mdovz{i z>9P6mu?`LV-656nQ7I|K{_3Cu7UqcR&dPexq@4`hj_Aa2#~Otr@|xJ0BN|qWaG+f@ z?&RboQJ0x*iuHv1PsLlux8RKKRKqo}Oa90I>%YH2Ohhi9-xUdeK1cm~Z{8O_4Dr49 zll}eR-whIk(?O7nD>)Eqj#t6SfW*x5UJyD^yz^Q6slCl}z?|Wa(CRY3`EE!+P?TLl z{MSXgO+jgFBV=`9HKH*lmZfKN#B%W9l4Ii`lJFxRSaAU}pj(tvQOKpog6d4S$oV}O zfVQmVLNlWTR%HqLccGof|Nia#e|-Hd0f@z|+%9X72XCxlu3{=mN<>$MD*>o17SuoG~sM{*<-LE{W4`#5TNL-@bmTmOCw@_&WNRyJAtU$|W+0YEnf zq@iY8|5MYg_@|}|3zmURsSc=~AO^3QqWG>ZQ7XW7hdKVh9Q-^pxipjqScBHVQB9cw zoHS?vyZ3nzwxhO(hexPj$>T@Y{b*v(PN_VWTOa8Xt1bezrty?K-gIuYQ9fC*qZ2Bs zeO9yJU8QBDM~rtDg>6Li23YU({Ah8P&~-~@za6f!cQx;(pEd|;-t&)f=S?t7;ftN= z`{rBGoXKKz^fQH=id;!@@FfJ*_WsTLVI2gSxJ=wTapp!BVNvWK-NuVMYU^VMtPf9x zuZ45=7~WOLPSBlIyt8e$B`0ooz0_5ykh2IylQQ&_;eUGk`Ld+OhLoJ1No9uyCHG{i z{^98NQB}!$1sMJ>x3HKps_5pGqTWa9_vzvp6_(yD`j*>wa&a6o%aED&;T5_bnEZ>G_K{q?-%$NjeDP28u<@we4Gjmeip} zgQn#@NGOMX#j2$zx+9O!xQSfyJ1stmqY`#lSXvs&2C;&!4M5|K1y+V`>N}kM&q0jD z!~(ejDO?U+&Q?CHCEoXU7A3Wy4iu+zx|*?~!Pd$zt@67Hd@r)Nv@%U=NJMJh# z#dKcM+OC|N3>s+qyMK$O!P06IOrKVGpfME@2j?WI;o7R=dTNdF|J4PFDyTX zqn?w{`>Ug}k}K*hb77R(k(pe^k2Nzv%rw8tXH?I;G5VN5EA-8OXliRY!w9kZh>GjR zwV1(kYs_m3l?g{Md)Q0U%z_&AKI#*;&xFS!7`UW=!ckkx<)@S8R38iQ>jm8r1BFhJ z#olPI8A?u?AGxP<8^UROm)#FL1Q}=s8Mo%C&t`Bs6?Ojj(F?c)1``AtQa_2WyU&TG z)44TxZ;pgA)~2VYA*rc*GOG>{g#UiDM$d(X&qfHaEKT%#vw-GF6{%in()7xGIeZ1E zTo7;s)Pu3Ms=`3iD~x{C&iww!?F5jryE}!qk7UzgZ{up6PR=&0;}g6)k37ytE_6=f zn66UvR7ywA-g4{Qx^#X>8f!_p={d?X#xWpnZ_P4r^#sOs?=DhZJS*uh3rueQPq*hJ z4qmeK!MNiuNSQfU)Vg#pSe)<$eP@ac^aSEXx|mK6lqy9iocr0!T~A~im+gA@xnxCk zPDWL+4SqDyHVTsi(2ZNU3XtP>-6_mpYrETRQ+^viRB3?HjuVd~`04*moF?d}-TCmP zM)`;-5DPo*WHPNO79Hg{JKPwh9vi2Sto%hk_I02qIr&N70M7~3JZ8MGl0(OeL19Y| zCjv}PYdu}$Rqj9Z!g7&pE^t1K-FblYzW{6n}rlvS(1Pb1k}B!g!Oj z?e^UC7D~ABLnp*_Pxk+-UL&2t)ayZ@Uhe|+IyAxt%j0Jz_x%^E+avQNyV+Cf#@(et zdy~b<4YIO}>~&9sRpLFSz<6Qa7q7?1#(F^Ac-#xbems(w9QMLL3LlNWc5thCh*(8@ zQDtG-11tyZwQosAej}uIv`i4gfQ;}}5unslNlJA0csdws!joc#w~RnHhw%-pd@c93 zan5Y^3BK6lDy+G7QFm07&L19aL(hEY^&C85ko~Yq6l7%O*ZREOp8x#;Ujbqq@z`;c z;eLrA{QdeO#0@q-taA_nJGRVB>)D9Z32^L~&iXq@A?mkvCe}Q|sl&l>i^<8r%627vxi|I# zu1GFD-IhyiaF`H7RHRqJHob(fBWF@vj+;bFDF}P_!cXn^<6`S$J0C$sRa>W`vXv4! z$e4}HAn8a=9(sT9Ew3mScTXCNB&2%O!=9DxZQryLLheRlpqOAiZEp&bv<1!6Wfhgu zoDCzlQFi?PPwBcXQura`6t7}_0hwC}Q3=9&+Q+(hp{Z&}6(fK-~0FWrup zbN82Ar#?L<;%zlYRM%M;QwvnIdfR+ha|^nqlNMBFXJ#~AL4??2<->#H5dg%=Ei01+ zY{+ckT}}*m7xa&?iY~E2rg2az6I+4oTG5>T3>~u+oO+SII;J+Ek}cX_veI1Q_@xxdujq70Ng~E~ZT--`hkq{Z$Ck|B~Hi?p_miFGGTtiGe-ZKP5##} zeE8v$O_t$u-+PRqyMQhN7#}`u2?<5_Ib$ylW%Kn;u?1#fWu=1a_$PTp19}%Um%pt6 z-M|{qj3t{GB|HVF@Uh9wB>JvkBe-9`SVTFM#q;!cetTugN!nETE;p=+kw;$;4M^nv z??BxDTegp@y>335acJ-q*I}~~_QQt{TxwM*fhj;A?!`l0?laZyc9t-XROWZht^K4` z_)%%(EN&kYAUpUP9!C}I)A4Y6!(o@54QW1~1LObyS^|jUUV)VgxvM{tQ=E)7wL?#C zh(t?eiIJcMMX=ljcB(%-tt9hhBA>#_%4%3Hfo1L(x(L`miQDHp8ftWxK@!s}5Gy@U zWhCV=JS5T9rF10XjLr^=gtc9(#d>-#C!lXWepsvV{_wxJ1};Mf;Fy@MU0uBX;TjO= z|JyY{yz&i!c76q3Ac72>nJ_HVU ziuQ{e2CMqd>>yLI#(%K3U7lhZe1u?|aiobu%dd_)D1pAa#QXlG4-;;ux(RVSJpv*B zv49(GKEj~7ncNE@ftyV>7%i9Pz&8l-p&`L72x&HZBtH_CIPz7|(_;YQit0kckj)3w zI}&$?*7wk(caJfe(jFXI9}#W5`Scpz+U1VEaf?Kw!QMFZhc-a4gz&^uKS2p|fSzq< zzgU_BR=#1{wiu{8;2cr8%hNZ9Wb(D2A`Ys)VHp4Q^!6$lcA~I{5~qIm zCwhbMi!gtw<#t}L%=!;^L*i2#s+$AnHl=(3 zaJPE;JT?As%uDAG5Y`QAp+NL2-Uk!{cUB){Ipsv6A2|kJaxES4=&YIA-4;DB3z7Ke z(BS8=TwYlIdJu_rM@Y{|g~;$;HFK)sxb&6~?U_=elZs%;=;tqT-5ToxFa4FTP~MuXhyKkH)L@C#`F> z-$J9j8S}dvz#f5mxewgy^m5$C{@(Ul-Li|$l**w+0Lfx}{)|n{e-}}#XPZyAYw$k& zc#oW*|F_#`Z>L(7D%a!J-xWN@;wk}w#~4d^1y&_uyqGBzIA$Nuc?^SAlOG%`wzXlF z@4B=Ed_uDp4+N1Y-QatZpNY##5xlmh#XN?@`>+h(j@ZjiNgrPuQguOm!OjnlgQk8G zwrNu1lH|&N2io^KiI6{b$>O(@1UEb@T5^jGI9;SJ^~ZxTaV`S`w<1^9$pGP1=Kt}! z5%e6CcY-@1lh(PkfAzn5SHE~-enF=ZJt$7kIscb6qy60|#O`YjOe@pD>*P4fVg%zR zD_*#`%c$=VQrkh~#8Q_RVwU5l1bFGz-QagFUB2ij{d@r=o!^DC+nkYHlq!>#ChLIU zGoM0{ij~uNBW|OFg+)fe`XfJtl|rs}0OyUr(@M(cr;t{SBt>hNEf`!agBEGhA>90gaf0@z&G9~n|YE9j!pU2S) z-R}5=;h?~Hri5Bs?46*2eI8lvZ?`Nihxet=U!Kth2)#iq$s4#nzEfmDd@ zONG7Ei6ZLn&?4mly``q5GhHRgW~C;rp`pR13gPD?LX*LQ4gb4US(kle@^7clyDZex zv9g@K>l&?G2!$xAsZTKUiJuwjB8o(dM&6^B`=vockD1|`2fz1IHWzMN1{^(;A`<;B zl~xz6_1_MHK2xx)P1u~!zWIAFwfv&(f-h@(C+<$`bF>B0mzJQJO+AlX(~kg3+&UtF zQh8RXTg5Qe%Myfs)NU_u#QV4$7escWoflliDq_P`T(&X;OR@|}Z2C1i`X@%#A(lav zc?7x|^t+Q<^oNUTCKp@u^D}wME69ii=eNJLhm~Jo&Hbe1=OS2SfJG3S6$5Xd? zmhO4;XaNO~sdv&fks?))qLfe+R6szaLqbteDM67U zy@-ksiqrrhQWTI9=^#}=5a}K1J<@ycy+(RVNOEr8wbwaouYJaO-u>~6vA;SPCfwZf zU*^27-<5MpoT$|uP2FRWd(g$`8}#i9-_yR{s1$zD$mL;;J0dc|YSOjY@1H&EdNK8_ zb2X~!s#u$D1aKGhFP=`w48G~keVZ|ABsw{^+7gxhv&sXN_WgVBlOZh?Z^0!?lYr0F zs|a_ie6=K&)a8u>lWQD%!jo1SMPGpS1xWa*L0@7W-=<%=LHjeA@0Y9PL@Kacxp82L z3n5kPzy-BnWDxK*UtpvW^L6_G>&4a}PC553_zrIL+yt@8&X@O4HED8&@pbZKoj_z9 z`;oO#*pI{UrcRIC!`;Tu<|DItomBeMKo0eaAI&{R;TEb0#nx>=EyMiKM~}~^#Y-U~2IclvJt{7I3JAqd~kU+)R@1Lv+coJsUfx;6=$wY%h5I5KD1 z>3_xu`I-YwoGXuSKkK#nKpmwzQ|)T|CSoK&T;S(?+XBF~j9@d}^&ov8EB=MwvV#CL z1MZ4m+f5%d{baD3RnoD`Bay2QO|SrF{cM(D4+QK$vdHvjgp*{izhKlB; z7%DztDsid$19^v;gx~mKaI4n94a*rqd-bzVtbG5{`OAziD~j;8mA2~hw;Ez@KDg#p zFt)LB^QI*7GCDaV7b5saCBd{OZ;q)m~jhU~N7r{aE5*E$mzk!S1O6@_f4&U6AeT_(-ig4-o zHbM6b2g0E9;WWKy>wV|qQiogHqbc#-u=Z!$8C_!=M^3k=00qyBU0=$o3oe6*-9z~g zLaly0j-AnWD!KvHzds;EY0;aEWrEFA>t3Xyw(Gv_O|pr-)+bP9)2F*iF4ud0{;h9n zLd`UYcfr~Yc+hSoVs!sJOgUwI2d3F}{zf^Vk_I6BL}CIu?i{>$WWd+=Ea=mU6Hlw3 zG3QRNHKMbEPr)_s(6?FQ=lqWdpK9F z8_>ycjeZA(5Y#VOZOoagvroe3;D88-OqmAkfrJ3i0ly#P^BcFBc9w?ojCFHOOGf5c zv(Xn}ZTeytah1O8g>@96QM&}ud-jIm4*(5-Nx>_s06^Dk zJ1ed}AmDZbzAyyf;*388-{5b~WoeJlBC{Ja%{o88dbR%gxqGNX*hu0Ax!nsl& zyXFZ1b8l?@!s9-RIQW<9h<>4G9+0~|NPU63AoOxee@hnQJIv$|*yX#r9S!<|k0?5O z3&ADaLSNh#MTq`##pfv9#@D<8gL}a-!FB(jHVWQgVBm_-cgO6d*oJTkt5T7WtGxK8 zHtdi8uWBQ{U$6db%4rYYugQTvW<&AhzDlQ33$R26XqM_K#PS9R3I|l3UUNtR+H*{) zUo(40Qp!y$?ujd^G3m(XLcJr^qL)Q@zPLYQ@O-G2j6R0Fu~xb0z}aJD?>PIRRTF!o zCI9d*|CAX#^xkkD7dU#)1j?kf`^!6!B*lc=E%6xAl%Bv|v;ZQ+c=N1*V1~Nc{c87} z0);)EML?s!-=0`^Zj8hq&7NM|rfNX%(7iZ%_`*>qMCoRh>h0!8-cq02zsVH&UYT%L zkY&#aUr$y<7!&FXd$NspP5^dG@Mj**&6ye)7CP2m^Jl%mo4Wu+l5*cw%**wLqGwrn z?9-@kbIdy(&hnmT8liZ@E5PW=!ObwF)u}m*islReeP`89HkBq5*MM_B>%kfjarK8O zwg~V&=!TClp>W3-owZ#nvU77KN)OT@Zj8!R5qm(s#1j023wN?p7;<8Nfe{5P0Vmwf zf&aWmpHuhq$3h}*E1CiU-qVgPbk7dS_H=<$!G6iLKQu#MScH~=JeEixF0oe3A8+h2c?4= z1K3GpL*RhscmzzS1>BV-?{$YtUI&$4sHQT)9VvHDd)@2#FG!P?s19Y1_Nmy;MsA92l!`ep#oKc(5* zV<3*#sexstAIM^m;PJirgvzJHr!+6`2f-OHrXjs`J3sNAkvjV;U6r|rbJ>zT#0JEv z{_whUj?0Gp;~QIBHzm;gb~5#_-_jRt~ayXBDb&V-*_(+ z@jsMPA*K6=QcrildV~9qpS^gK!t0Y8_u48%JEoy4v7p>7X>w<{U|&S-Rt7ZuX6DVO zfKTGbzDx12?o0I#*|bl4dZHIi1T+7>j9TL~@zEpNM@Gj8l>dl{oXse0RM%65)x8Am zQq{Or|G$f?KFgVSO;jTqWa@mV?#`Dp&erVK2aNFrnRV}oM^lT_)gDZHZsmVyW6^&C zM1v_+u?UaD=e~ymVJun~6Y2|?x91u_0-Jtx-2+)eSBEy`^UpFBbuAxxVdB%ys3!2l z(~ZHwX@up|2alPCS~SMuEuiY2bqYRy{n^V4AhZZE=v1`>Fw0Nd*0eBEE0ItVp6d4T zOMLSHYH*a2zg9*$l&)#GNa*=h`u}7BShSFK~);arcVG?_!V+fMuJVDj_qjP zRgdf;5>inQZU0KSpyT-*O)p!TADH!hBd?GZY9~#-E{MwOPb>1pvRz1!bZi;_Wv zc0i>`rp09$xU2LO7XnM>e=h)NA$o(n0uJi3xU7%CMhg%9!{kPR0VXgUi;PIhR4`9? zWB|Hu`Kv|`dA%qaaJd4}9ULh?Rj8lZyo!vEP6xjcy)JieV)^XK(Khz5@56f1+q_V% zx@anzbClhgc7>>yRN9@VIj?4&FH?@ePgG}YL~yF*6552S)7Qb!L+{1KZ>C%qGO>E~ zx?f&FwBj5Lzc)*j5S!dUkddr(T)NJxv829I&l1!^# zb)r~qsKm+K`qjxjY!X}qG&z5)YP>4tv+cb5qkGpo=3CUA3%-c1ZBV6_$i%oXY~b6> z=ka{KwrrOUZN9ukMZq77FM|bPIwxbo4#JOR;0^0OGt*;Ovr^r;kQ1KPw)G+2Kh5`@ z7>lO?S}0*+C0H;;d*@-&$9amKM;^)wz^LMxtu9z=95J_``1wSTT-rl_DLKqaIPrAL zjA%Hra13qw9`?daKNqXzaUrnN;z%i~_gK-Yd?ejPDPBQOu)N7Ncf)A6#p?!$%8jv+ z8NGY$6UuZ_tCFLx+!oa8!KnJ(o2rDTzbP_+-TjP`D%(Z=ktYx>R!vjUy#^fGFE{fn zw|Oy~?GB7(ZZ(}Uj0G0+P6`apv!@hYWd9}$XH@`5Kb?ypgE^At-igac4c?k znjTxfnSW-Sh6f;*zv@ZgJnzVK%D51y9_~KUm?n>ZyiJFz^Yk)~mz8czg}X~ElwTp` z^{~D2!0EE`wOTRr7xc`1t3N(i`WlptLmC-NEbee>xN!rcp$fYRCYn>@sc}ikN7Xm8 zpH%Y}$k}Qfa^ER*G|^MP{-5$U%@?NL#$e7PdV!kSpbzMaz{|$lj0C_s=HL-kZ3^k(wXdhd!w?x&DXsZ0sqC-(o#}0fL1R ze5&CsR~9x0k6yniAht4{^*}JwJtj|?E%$+I%%>L>J4>uXYWuHM48vd3rEKXu8W^qg z4mXku>UtJ&I{Z4PPZSm_{M{&axrbeV(UQe``xS*y)9yE2vwq{emDE=;whE}Dw_U(Y zbzH#rf>Q)I27i!u>^`8riUy1nBRJ;txL8t!J*BTCg<%m?fZgh4^IIzKU2vdUr}@9) zA?If@RV{$@9)SPeA2_t;T!>9 zpMFKSlNtrIzu#R5}AAH;#y#M1yn1Tsbz*9Xl!7A`w@YNR}VPdZ}s^cp59=NGFt zAJ-Ln2PuWSKRj~pbV2547|>b+1F(uO9US*(67A9Z5YLk-PjomQNbP;$@}Uxyb0N}G z`X3@ay{?!IXV(}Jnk*N&nkfpa2^D!>@lu-LH{wu6eaWAEy3$JtgA!jtHmf2?$2MD(jIT0RG*`^AZ5lPumoxZmd6$`|uUkQ^jW zVhO`w)Uz1`?)!PD2eO%YKi_c+%AeUA0YGg0on$L&)!{*=A48gXzo1@!{K*KS_@{ay zVJcGps3KgGna(rQ!T`yO)%Kge5~Y&yIP68&R%00yLYI2-?RM30P{JkgDS#-!71Qu; zAU*zoXLX%4gJ;iI)RfJ8Qf`?(DNWbCb|Jg?K4tL#=mJ5x`US>!`V|147{X7Of9i)Dk2fO<&ZXL{<;}@eHFboe&1PJdHf_4bi;c|M>y}Xt$KqZZeJm zt$_A$kA-5-9-xo-EGQ-_ir*l-E$8QLy~0Gd3t_*K7awD4%w4)4x|oef%S}Vzk|qRT zYQ^hbJ7|zNylq#xW~QUla%*dH0@H1}IcTR}zc1vU z`yv0URMA%q2p<-rWqd{c&zJT8{%a_q1%P%Zx}I43@BMB6r_tj7`QZPZ2mXH^_5b?n z{(t<-|6gCOuj9p{srt}=i)vP^ZhjDyH!hhHd$AsUR3}|>i>>bNu)7$JGQJ``3}Sgz zFP!|(x99&JCX`0T2uQ=}9i!mE|2Ss_egKnrsjj7L2iKL$Pr|gzn8v15K@M1F-w7(A z3oJ&pd|$-nX9( zj~;ye-+yjAlNVB7jC;`WKVHuM`$Bq&`k^A=$xkP+4k-QeF8@C*qrh)|@vM3E%I0_{ z|Lthzc7gvS+B>FU*t?h2}1wIv-RcLOOOV`^dyA-?vn2g=KlQo6_8{a zl*9u(a3DGAED3;r^m&KFl}ID_`pa$gHvs+ig%s~D(DxAl5ct6_U4<*ds6qiR0g#bu z4G5Jll-`f^iVT@{Z!vD;*AwMVpO@7^Rm%n0Q*DN_o&rH^08IUsOp@Ez^b8XR`6_F0 z9Alm$?&hkp#DzXz*Glpn^4!>XdRu|tGEph-(18=$?j}zYchrPE&_+Y-F|Tnh>IJa< zJ)d$q_v~^Cui4~S^kKegT84sIgneqny#`l9)n(g_+Zd7ko5>@Ld58}RtD$c*btr4h zA_^droeqU_4iD9lGJww!plQVb?JTvCd=x9VDNP0gNzP)>L(25321q;3EB%l+D7Jhg z^X2vRn~c$b$UymOIf@);MaD!%GMxc=gd>+1*rQl%#|m5#z6Wc4aR3~p>)gr7X>fe} zwnN=f?8+Gl8O4QW>qkX}R2rjgf0}YnXP^uK%8`h*Zhy861fvTB-SemmVIpuQ{NCM; z|I^X&TqX4)(q`>NFM#wq`T$HVBLS7zpEYAIg`&lw$+6(4pfZSaBag_90E2->boZ^% z6Cn8MJH@<5{q&XMi{4=LVM0PevTDR11h49BtUxyLCWAkYc8 z9`hYPak6df&#=E+!>^Z3S9qpUR5yGdXAWiP&F~HtRbjEbTrzhDS-F8J>jRX@Ia~R; zxin{wS6b8(j6o4Xob?cyAR&%Gv!(NaH!)xFrHD#Wy z7(e75ji^OOMMf?I5F#$aAeKBtyCshLEs-@8`m;}6rakKWBxBDRe-GqF!HgC%e662| ziyA%k;UArRD}1cKVCP@#)-Y{~1Exej05$eqT%4JY&6!EpBQ}$p7pWts9(|Vdbb#U= zduVfZI0Qxfg7xeP-mN&O#j&%uP+~CfZK^)~%&E7TU8n{0kA#il(b+7G1U>}z@VOO> zVxi8fS9dO=f`FOwgPQtxp+!UB4449I=egm788Yb|8u=5U$T6xy8OGP~WbHSAhKe6( z*#RJ2d;iis9&ji_??@YNGB_~+M0-&nljMu|=@M=l$l>}NBRhF}^+cNx%q-~LX#p?{I3M?{riw#CoP>N1YXHhYYVCr|yI@q}KL1Fn{KX6C?wtQ;X&GmFKIdCcNwgCC zs$_c=2zM)gQfZ+GNRwH-#eL&sNUv4MjGDcvlB5$=6OnT?daQm1z?`g}YH8^`tv^WK zp(0SfV<0h&W$gB+_AqJ256s4Ok0qp}6bM|;?@bsgk3$H7^ARxin>^+(7|0wn9MwWD ziQPCYJH`hcW79Hs0K(sWW>R7A{sznR%bm!i12zMS>a1`#q`!%1eVW=F5+Hg6X%wkd zpDUgGE?=73MBG>>RKzH1{iZCLvyrtQLR;c!-y+$Arhwj7%q4ZyRk9yLds;(V-UOox zN+h2`xBzL>#a~x&VVNToDzjzzs)zb(L*UcAP~^9{rqQsCb-eD@pnc-x2WRKYU4HBH zqS_D70a$OoKvxm!>2vaPRM^uf+k)SZFNhn9yV;WMsk5DO6FuQ~WKNgsK@!+0UOvdGA1>$`n`l|B2z_Vn-4S6ah4Ybm__xZM^8#Gtt( zi#KJ?&}mX=iT{)1H7y)8dm}mB1&44@R`#8zd=4O8SqmChqUDBafV_oRj`!lRlnrl` zKBkd>ci)+PPlM7}paPoVl_K~1kGKGc{Jbwks!~&JEtP3&@oqYei-?>LpeTILwrO)7 ziE4^dda&D6xN~*aI+d8#H8wd4`9cBCM~)1b@soQo>NVR&{T&jEubKCwiB8lxUwWe! zG&1nlL9NELMr5KFH(>ut&cvt|YV@yKrv`tEf=@-_S6!x0ZZQ@R`YT_~@lzRJ6_W~B zD>e5M&fY-S9&kSTrC6rtRZ%U_UJfFSc%O>-#CTSQN#4GFjyYWW9*UeizE|SLL?ue1 z;aPS~><%UBGF7~=QG-w2B>IEmskz@Zh}fqSn}AVvFR4f7PUe zre0o`syV>3HU)0|{qc$+OU6aS%8cNQi2xNYYYQ<1;9fKUzbCCm!=0+seF+Mr_te=?_ku}b^~(jH&IJFdhr(i|YzjZ|L$ zLZf^&T7NxyN4Z+hr#<;D1m%LXe`EQ!e%8h_TVcj$E`%s@ukP?gp;og^od%Rt3)tsZ zq77)X(1ksWWxLscl?jaAne^Edn3Q|eU9S#p;ii84MukO*nAD~ z9aC8&Ss7@KF^k)%X!vm7r{6W9^4$^@_H1x%dfeabvnW~566G}LyzuI6nT4H9{OK6m zPsHazpY3CYN!BtNXUNzfPHWA{6X|~hsWv9Uc)-AvlymAjR1QOY-f(tS;#KE1B_Sh& zCq9vIn&fr?+hO+I2f4S$msUM{&XW%vR=3&^637KRFk5GR6roiM=VBW&bNqSV37X;L z{kII_KG-0;kg=nj`8O`=IJAsv)yH@$P-Iqcb??_1=ikz(ouT=#OT@7S#4qBGbX*_; z#?bBv*aAF)$cls|H&yH8%GytvT^9)7RMq=x5*lU*)5aAu2bb+^-Pb zi;`nzW=7OAJ6S;8Jw!Ri%U3_C$shPtU$PoYvi?ARAf+=ugzNG8k!5wNcG?4DrC3r8I zEP4kLKh$}o@U~`_KL<`^aCT-~4Gi}APP0Kg|zH~rv`$IZxMB=mP zqy8*$Z6RUd!>o~&ty}cs9wQ`XH?hvcYu!_^r#vQ^7^fHY6&$sDw)%KmJuZfFxq^vv z25@~+D?%c>t{fw2rI`e7vfyKG=4w|5o3xkeN9M33*K zB5Mm<5@TSsO=`7IZRvKcSyI{CgM&{eKa=;%6<7142>nTY?}-5aEL+#5Q6_r>Pjj(a zlxd{`tHlJ&s|Z)$e>^oK2P57d(?qVkJ~y|PpOi@vsa2o72 zLo>*<8w_ktxOL9i;Py;Ii-%s|T!ws-4jCrtvv=gBPsZ$tS+GIi`L93Fs?chW(!wF7 z@%cc3ADh!R5g;mt(wHXWKrVvTq(8G)l4)Tgfo|-5B}CfUsbnV;;xq_O9#0#RvvF8G z<`h|Smd5{%BJ@y$#KM;GA0|_hkM*lH&9@G54>STS78!|4a{%&WHN6(cD0_mL8uPL% zw>l!@B)VW{!cNVJDBN1PTm`N+aSC~R>8%h)x04o{!41bOy+m1R(sVqt>oiEr@R9C| zGXXah^ljGa;GTbuB2aE%DxjIJL!e2KxgPu{%?SF48xDP-Sa_7$fnE^-5vhN6{Acxerw%lemHf={+Nkst~r#wmqna^);ct2BDS0$y`x$ohGMdn=@ zX?R(B@FQ545W6V0@Fkr2nZYm_O3m8Z`u!rgdVmeoTqNddhchT7dkXU)26Eb8E+6|fkSD=)7 z4mD`r*8UMITr8N5!?Dj?nzYrRNk!fJtMuS;)g6#O0&~m)V@`U2B(7cc_sqP^ybE?& z|GF3~74EFpL=9C8{vuW6Fb8&R&`xbwyJdn(+!}!ww@FAKur4g0+$;zqL9)rS3~tC7 zg$B2?bu)~r@dn6cYPc@~4C+|pI#GjoRfBhjoW|c@jRo(#-pcZp#^_AF&L%!I6x=~; zPi0q#^h-saNNXoIEdnQpSLOlk6j;vl5@zD~QpmMhX}?eAef;|wJN+venj8E0M|IdS zJxADI5D%?tW4wmfy7LhD`RAE6E}NOMw}LAf^v;fxpl=6{TYQR+=U3syQz^jO4qVi- zlQ0#?=&h`a-F&x_t0AeCP4_3;l2R#ESC}H8`u~nKBeep1RJ6*lFHwd<^ZaxO_LHdJ zv$2!eiN{M>$o^ws^eS7|@cj@XvNzx+KOy(8&AgmTt6;3>!1{#9KhFHjOUXz6JQ?`B zW0~Kke#gPt*ZN)SDH}*?YN7 znI&AGm_WafU`IJjRphrVpZeaccTkyp8YKW93I{=Eg+gZm-;DI^dqJipXm(#s6k&Sv zhT#`yIUmQt)G9c)QHf-~te|(&F;Od3RM4B$1ggHLg^`Z4&L%2*0w1r5T+j3#Us@*c zAu?5OqB#aeXOoHof-W@)2T;Y%X?m@C2=AWseXEQ*lT1ec9o;y1cLI09)nEMQHV#^a zY>>gvN-TJhcCORsqV3vLgs$=LcG(BYZg9hyKBYN_by+hHy(`yvG*lbi!{w@qfg|0) zzsk{zgm&y=w3;v$Tq0njI)=(B0 zTh-buTN}p+G>)vAj3?Qb$h}RpT2I^h&jm;)IhcGVC|JZF%I$*v*&qr@<`84sZIymY z*7A2k{bxAQCQ6hL6&bB$DeIl}!|!%`xpJ5o%d`Cz(_+fbBnYy8e>DIL@RgXJNfsPf zG6tG0SDE@FB(r`OzZHveGBILcbr746A-ZQGu zQn}4HUnAkx$|EH=rkW!XPDWTwU3PC}#7uISYB2IV_VwfRf6tYzb&7A29bW)xv;B4D z8OtGXMsS;nEmk}B-W^|Hw(&}eEo^vwSq)j}{!V(e!v8pj*z~H}C8zHaXG7#89L=)8 zFg;WOXHKg;4A1~Dk7%K`z61*=&$`>!qBI%dji$qaALYo(p)rl8%-e*|`{$Dj{wtI7 z9h5s1#I#h~b7vU6+^iPS3RoY_$8r_*c}4z04ETD_QP+Ea(`j`v{6I86md6VY%EBSQ z-uJV`K4=+VZtIVf6ZCd54N5E%LY!A0RBsjNAn4j33+d(ccX(GcO=ioA&yrNJ$*sH7 zkhfqF)FS~#@?Eu4_x5+yRR_yK8(bZ84t9&z5E;XF#FgmTA4(MJqr&66JRR+u>dxgqg5 zV~cJSJW~d$ToNCDy@psjCdh3dxAzA&w(XO{1(T17Z{)X43y0QdT*vXm+tDYNH>pR# z5$#XC9BolETb~r=#xZkWXYG*%T@^L1lc~VBbi;^cI}govpBYU8x4e}y$Vugh7I8HI zYCA28pmUpazKxG55FBTPJZpT-CxGioDJEON0s7k*Hbd{i^ts<2f~sjO>owg^P>>mg z9XH&85+`Y!{B?*72ATv$`P!8+I|QPJ2y+_;E77Rrt^3(d?;B)Ak1>akCvPhe)ffg$ zEQ66tku%bD@`*ja>}*iQ@oF@`&vfWVkm(e){gedS%C`YIIz3RhRd0f}u$63h19otq z`+Kmyd{L4`Q>j%j2Xo64&j?mXN%bG7i~k-)J0Af;?sk7xbwbO7uTHk?5Ko~;uk6)S zTS#<2uBHv@Vk|47!f9dDxVil5P)WyuSTxMg<^W*;87vRg~)unEzCMO7;N6 z50=B}p{V91=CxY#YzL^$761L@Zg+W1pOfbIGD;zV;%k9#sVpD$$i&)Z=NGH-fR8n@ z+O(+N6-r=3=)L!R8P`K-1g*EqJYHG)O`kW>%+^N7YjNb{yIBWI2JpHyyDm=d4KOF^ zMWq!9LLg>v4?n&eDXn~0=WlTH8uJN9U-qRWrLb;Nx$Uhj6~Fn^+S%ldMF6u`x3&2k zJ&4x(sF5jZ+K?B8^8(_Mhu?$?@vYAb-ZZ0Kv_GFi5q@MrIYm={nMstX$gT zjW}gb{;i{OE^tHz+UCsgo%NBrZW)I&{PfXfQi_RHsZTO9sPzXy5|r`^`@jq$%LT|NuboUHs6V!=mR#H@~yYUKisx55sM%_ z=YC@U7MOBPti8YCUNR6|EiG%;-|**(!06$dDQ+Lb~*DD~yXBpPE*+41P z2H@n9>qU3l!bd38$r2%YeWA(6s4eG7Gui8q__HSGTvm&P8QWXUAKs$~eACGDA~%fT z&iJ66zYgIK$1_~<5V+^~@)W}lq|$`jth@bAVH82l>}}QAdi_j;BKZyI=Rx9BooRMo zoV|njwQXXC_LTp>&Ym1zNydft(&Lkuxo&uK-A);32(N(YCBPi-L256WCP-y_FgOc2(# zr_G285i;S+9vPBTi8F*zYE^u403k)ez*HLZ>O}vx{P^jRaRU+8yoqCV#y;7W$AFS5 zC`)@HQp`$m3UYAM?qfAeU8?Q6XRI3?2_!e)}D&Eeu+qywaalNQ1dpHHoN3{^R z=`ujxjP_D#OX~$H_uCW$j=<#s-fO6*SPKWr#>*Dmi9R-OyBWK9$oX1k(m>cm8V2JaO_?o#ZNACR zSGshMyNAs5ymR93{A2;#AdBqTLIthi?=K?Jt9m4SWVyQl8roBhLKR zGbf{~6qiriK(#6sG5djrC|N`T~{99brHSaxtG6jbAxYseSc)KdVkm0kgh7pRJ5}d0>^^tfDoA5x{8xq zfLWEtp?2@{Z^NDXWZc&AS$P*_yZM?z6CqYSd* zSjXFIG5hd#_*eLpnY|cI*^n6wH0AKY4VrG@$z^Y)@ho;l z2Z$T711-eq(|ZqzG6lDA;x@rQh5$=a=P<+mu0l(qq)+4L;K#!>&;4W{PMtDK$>RxV zZ$%Nzf9y?$zoe7aw)dTIwNr?Cz8-WAo)8M`Nd&l|+$bJ3MJW1F(zCWbYv!Et1f%w$ z_B*`du~+HPoSb!#ET8w>CK0Kb_F=m0ZP{h6qQV`@#Y3-WD2S^ZS0SnxwzE|Hq_5wlHgL0g7tbI2G5}A7_43)4F9*S0sE)xOCP9nxEZw>p#Is5yPTIO5Wo+14 zQV-!5_Fw+~0OzOM(|>bet#9sweYhcvXJl@~(;x@Q-VC2@JfQgb{5nQ7i>y1+L- zRtX@XfhXnm=FSY~`5m*-7Q5=hCPw zx@YfRFV!Y!hp<~*V@fKk-^p!{2H#6PT9Xy<6** z!zhZVos3IcnRwt+SQ|eYXlju-*i)uJjxcNf!vQgiIwrkobeL1yIs^Ft<@1c8Y}j|u zF`GCBO;=|mqvu)k>`z~PFCPe;vo0j4)}C~cBS#hAor#O2CWUuIbU_U;CjDz$y0f*r zV+ZUM;Jr>Vm%~jcMGg_RZ>y8y3ssmth38bP^wcTrTmqbRq^savCETh$mkDw3hbkb>H={hTXEUXD`jj_? z8eC@n+WAs0N&8dKeVJW7VK^cYSeUpXF~-|Z1mN%CSac?z!{zYH5AFH%hBKTasqs+J zbIs1g6ov-pL;_iZXx34%*|!`w>9)WlXd5p4!3;(c4PpgzHslcOlQcI$?(rUDdz+~* zW1yK1Sns8cZ(qDDPNWwXCa$gYu$FdqK9g+!E1+`L#+<2u7Si`dO_6Dh<(@x5h7J@% zJQq5~w~8m~MLoyGdi|rN*Db!ydB|meoB;aGW08qcvqS>G!4SAHH!nvKvOT`ZeAp_B z)p)lfCiRQ?5$teH;XwSk*J~pXACkw9R8YZoSWTmKQ7#zm^eT`?O_9hRG9nUi))v@? zVAuEa0gx)Yhi{C)u)T#-O`KrGk?j2#4frnktq@MQpt!wJ$rIP-k~CKt`Se)9We@Mx zh@jIXa%&d8ag;uEvhG4W=={ShAbo_-Ni;+n%r*uv%2lp6o>4>DYaj~qsT?-P8ED_S zUwf*8r2e`x=~1rR#pw30;K(*~u5-aw(^?j`2&v;e4v_=sxXptA2)#V!TkrOomjyQz zf_Hh;tP<$7zuY1I)S`{tJ=)Tqyh`j}HL?_FEybaH_K>Sh1F0xnb8Bd?J&<~qztFQ! zkt(nZc96TZ1xEj(a@p3lpLr-ew3fJy+ZyfIx*<@1Mn<10o=M%Uy|Wve_Sey(VdwAR zdBM^M)N^W$4IJTBvLcb<6Fhiao!Ys-!2+qV?mVzY*r7~!q{c{0{qJY(@NX@!K;one zPsR7hOXuUg{UAOK(?_Ie(5U#tep0CE-ll4+k*O(nm=7>f8aT+3DHdU<*ikotm%v14 zJ(j|he#OTkr?8zB#55t48*Nl1KyWPB^h$N^l|2LuRO_aBQ||GzYLFCtxy=YCqOp5v zTWZT>ENE)KW88`<+O5eXz^ePT(gL3>oQqC6`c%XfOZ`S@rLme`$chseYks zd?r$D@a=>axyeyM<*w`;LdA-RDWVa7YpAU5d?J=|3Ok+rruMwCPz2neAeu;sgu&@E z>YJB&XjthysoUYZs%BR)vaI)%YN?iretyE${%jHg&xkxH>YOCP*0S)xe{gfiu?R5- zn=35ZD;}8(L#AWV7|4KY$&p3+sRYJn93Q43S?p*+*L>%|6fk$Z`g>vJwBxm z_#E6=pXMS%jrS%tK1t9B%v_#r&(-W*|D;O~RO#b0#v`?b;W^)X?_GF2e27>+RBE1o z+hlKy_Gs(NtyXIHa}^E(7qvL8t3~Yt_W)Uk&V9~8Fu5{aF5MZW3S8$43~p|sImdSF z;QZhYgE8pyj4AMv`>5Gr)svu61pjc55vF;bYw=P(4I!P8fCATNL{p_mgO4lu9m=Dp1{wg2Aou5=tWYHY0?PQ7A9_6Z{9 zodO-J%s@RH&koV}I1hfJ!?;ejcf-g+y3ozw@&|m|7P7kb4aPbhSm9C1*g#__dJ7Uj zmjuH*;CycRqn^&fj--Pnu0t%w0z1~-RukU-;!-FIQM=nf`I|HG5CTipm+LZ0$4XHh z+kNL)60B}hX{fT>+Y1qlsDa^PZi5?e6QiId?A<5CP6o2dnjTzw;EH38ohb0)AA0Ye z0jWG^59Fj^Q*)~1p&?K4%$ohO;@9WQA$6WdFCLSar;#p;)@n|H5%76^;_;l_*1_v8 z)pYDoSX@5R{q&{T!Dv8rTiMHO-aTs4(2tD8?7?q50#+#VTr8Rb%Ep#?=K7ZTrC(wR zf2!-nDyd0u9LWrojW_5t;=HIS-h8Cwn}SEc)kx`F}P8jD=3o!=yFUuvHm$YIKc6f(+sL^XyzN8}A8n^@}(Q8YK-A9xS#5mW?cuaF+m zBgKRb%cv@EJRRSW7yJV=n5#!jzM$C%_RrRPj;}=b1-W-58J*$@1MsTLfw!!fS%Lyl?)3;6JP{g{Kr19xz)axgEberg=EE z*)ql9cRO4+OBg^c&kx00F#;za6zuHvWzA0L_z{`Q)8n%bKIh@ez^erXu2awt<2*-@ zz%chRk-ojf{c5&Mh4DoP9d5t%r5I6W=_qW^%@hwGrX!@?R#Y0W!G&WLr}krQ@Xk|M zvTrSgtGaDWVH5rIFb^ z#p<1zXlx@oIR!BxHFGsYW)sC=yKCEUi(># z#PVRB4Wcq&h@i`trrDOcXur~La(16AnErADFFF~TD%nPYP8W)AtuL`o?c0Q)V8qsc zZ3;JkL1sKAu+;=h1ts0p{)4;-AionYR=L)lpjxCtc7MFeX(_1ZvtI&@oq6?OT{&;c9gP~R zOIK)ZPOSw*-S=feHX6~7LF?9lU$%aibAV*&ZMaO)3T-DDl}nMQ7!dp_6L@dEHC;74 zTvqSB#fre;(nxHMb|Xb<(GfKhgyMy0)ja9Z-(;uu>sR={u76}sVUue-2d8`UHLPDs zb{Ty7{t|27H%gO%=T;5MMF6U;z|-_6<-OWn70ExBxXy#(D$d%Lg@aUzdMQlydN-{} zxQy1*LV6A~(Kwo!UFE(kPp2@{yS%KuNU=G0Ma5z3MmBOb1$k4LpSy`e-+cI5Fo})9 zfl6`*CX723H+_>()FtRrVgtG;u)g3)om1%8!6QQf?D)LD%qykat-qd^<*b9!=o_yj z0kimkx}O<6xSy2dPKGEDXf=pf+6Nx0d(`(lc6^d^67w+EUZeBvgAXlHMP1HcvHjXd zKcx>T6XN^uYKJG7TEPlH2_Gj!14zgK&iiaVqatia;t>qP~lZK!PB71a_CFZ3im~ za4!GFC6>6Uo(f1#pxQ)H4)LhSXRTsoLX;cgzHVp4ZMRo>he7#pugi$fJqkWTG$dp-Y{en0Ryov#VxcdL7NXXEBw?*^MLK*uZe(WG1e$}5FVHbTJ za!J9$&%-1A>e|LSQsAIo75y?qlh{-N9&nZ1fUFZ*WGeHCz`5-8u6RdbK0&~#8b2Q0 z$8+>u^W1*s{(>A(h*>d}JRVkwI-ygR;Q-`ougAYwvs=7T6Xd0?247W(uQ2O~?z7uM zktC+!h1w+t238RROZQ=-b}9PRog7%U_?D06#wc`xV?GKrd3?eMzMVqVwJ2Th>*U>? zs$>?raG)Tz$}48?>xHfIVZ^_p{8vHBi0k>cVb~j*PVc&`p4~8Uk2+jBYf>=?jj^bw zu=&llj{Vej9I);T4k)#BwxJM=rQFnMsd(?`gqCi$p$ zb}21?o-;n7@NIwD``R+9=(_)<8`r3$?*fLO&2JM8n|vLR2ce8$fiLu-R*XWsOC;A^ zt~t{AvG|x8Me)wAbj2|n46eWAp}nD*ynYFyldYvoNMiuAn&T;)GQK~gY`wXY1y}am zBL~rRKL!BLeM|7LSucPeIQ&|CpOTcsM+Tk7>>$g2w4F5HLUj^Bzu!q1_~>y4r2sJ- z+Z`4+QNpckWdK(75U=)HcW7W6S%ur;@p5)UTuoe}JUEm3V24qI(ERXrC%;^f-ER$4 zVBgt#cpn1h&(Qoi9|b#4N`0FGf9(2BTWil}=~cP}U1VsD1lvm%*djl^d?i;4eTj*6;Y6cB!JI zQ?(7DG$1P`sN?sssMr{z~3$P^<8%?>zUpG7|CQ0d549 zwKo+FRrE^e9;ooHJ`%Tq4jp-aPYec2or=x!u=srp+yCfJk03eZy}0SHKk=(Y z1zp;+QhI>`A;QMYkct96c$FQ7_`E9dJE=)#;LVM*tJEkab@5(2K`TbO$ifCT$} z84SFYR~lW(gPlh#kZ6_dJfU26G{2-=mmVTQkXjLZa`t*gqYI^pZ*)2sz|)S;ARZv< zIYFSAy{f{fCNx*vT)8Il1*#>Ju;#u0oMFe6J5yn6@AOAT%~W(?+G%1e<+^uhl6_l)M2bnDeJu$n;>0R=-amHlT48(x&~n7C6MGoHKGe?IEVTFevC#Qkpg{hY$_ zLR|b4P$jb7EwCkks*|BG381t=sIXH-;k`@Zj_SHZW~Z~@9$fF)LWWsVN7d9J=xaC( z(OjKy3>t6fh;UlSc*;J7ojb-~`GN}myK9x(z+FhKCAAWDRJ<`a+1iKQf8M8_?u@9B zOzC@at^Lp^9v_x<+d+BvsO5^@%M>6=NAmF(51`n^jTIO|T{n+J7O656Y7VT1d?uoy z(i92(przV_f&2{IWEQf`X@B72sr2BQo#HFlD*C#zYMsDmf2z;8T#@V&uS@9a_ryVa z0OjK9pS!}!K=vUAIn+eDbwRS8#9eB&@!+}RQnGu$e*dkX1kOMsLANnf#St&og~y85 z{_sf5%-^{idWrb*%B*`(obG_f#>d8OL8%pHr}0IrDM)cnUz7-gz)^O1Vm?waZ|--G zM>x(U)6=TLHmq}&AI|ir{1z3uoa{4KK=DEa2N#Q@R&>wtx;{`*m^eoBw zf3g5hinus}xPhr~Lw?ld9IBhwq{MHClE%}0j^Smj&^Wju02aXB41p>r3?d3IB)(!| zG5+Ko^UR;Ya#_ktl+-jU*LKJ$ycenERBsdQn)p)8ro7lSKE`k|Gm$S=bcileh%@=K zuAgFGwWzP2sbq`InYB9bCmh$Sg60{3C>N$TXJsQ3S>BWFbi{;XZ~tWy3v)&4%sayn z`(gyhqK-+(UQA2|NXKH~T12N&&f+{skwDnnOaChuO%R1bn;JGfxKuvFQ0()T0J|=K z?)(m1Iu444|C$PU-HGhSb^?bne;aLt44r{F*%`yKI-);nXX%}P!_zZhbJ_GvND0)1 ztZ!uRpJg$FrUd~mURo;l~3;~sbDdkf@_%;$QezoxQwQk1@X z2%l!3sAJ?s4*tg~AGsf24Wh5GI`TAuxz5`VeTLT2&?RWY7@Hc?<@&uMnGX!n=4Wy$RYa28p*uQIrh$MZGqI$2Pl)mH{H<5L=+yan$f~7 z2?_6bz1gFqLs-6bo5kvn{)lyJ8e;u z<_9Y`c5<>pbp%&T%Ma*AqDY#*Q{Qmen0-yJCTs&UY&IOnr4WfM@ND9}z#`{W z(4t%B*9_k_(&-M;y-SWa6T+19K%)Hx6RWXkH<Y=w??Mxx8A;YH*qi1&yF^~~l+lwKD2MAmM6pRxAMC-sCH_21JB&smsG zb+or587bGND{mZjh`XQ-@YYnl=%b}bx&^2JTuWy0w^wMM9n*eJRzuRZ#mo!)?u2Kq zsN;*N)Xh7Pb&)tJoa>V|%>W3c-$^fV`StZo9eBu)i>Wb@;(7}&DrYwXFV5u+cm2LFBgQxXTvLIf8>)dKuG;71jbi1dU%dQ1XoE03TKD zUiU8M^-;q3{H$lfiJlbf2BO?4y|U5n^*Q5rxfjVxtln*}AiC=!4HU>x{IT1|OSR~X zCh|q4ZDM8XoiiibvA@48Diq_E6`>&43sq)gEXQj(%0!|dh>7Bv3m}Vjv?*t=)BXW} zxpMBO{6I1m!t_^IZ$^}2qTQ?8POr@AbZ9i=}X zY)FN@6vE56=c+m@_4BY85s{D-QBoT`lc48A6zuL;=XF)s!riLkF@#q|KLTF}l8o2$ zTYxS31F`P?Z+wVG_{@CH1h4V%kdg1d?*IG8R}RD^x#IF5&zVXKCK+JRNOWld)M;T4 zOv#m*Zc0JmaNMx$yEkDEsvo{`o2#+YkN+(?M*M$18A6OeW7N4ayrwn%yQs5M1`)RO$q=li`65-oZkN8TIpUmoTE z`)Mos`f7JrA`U%~1rJ1q4UzIHGNb%?ury)GOl>Hy_oe2E03{J zSeo1C_WF0cP;V4u$OPTQ%I7MAYanBx(PI=CQdj_|eZ`OI^eq2ndHg~HPn9R#>>0mB zE_w>MJdRbEDFbKVgw3MTkyl?p1WMkh(o01eI7rWxh-n07>f@Kdi{{=|K-Hx*_Isx! zcZQ9QrIvQSE!$LeYW&Nqh8IC6!uulmUQt+^>+^Y)jk2?n3AyGnU(f!L2@ZObz(3DVqZ^pM{4wU?dYkcP3aF z8k<21U!~X88EK8W?i}FWj^!$n0|-g8F!PHmSU@de5S^=8Fd@nWkYht0H!}SaGF}12(4A?f#4`;Wd?IX*QpD_JS1ix@ zKq^%}EbDf1Z(1IRr^NO7=-CLTf9$?`E8;^ou6aq=CUE}J51!_Vu}%^{vd>y%F|c-b z_NmS|9e?a#jky3?k1kv2urXP=63}fvI`a5ao3$=~_IXxalzyH51$HT(JdlNz=;+hLOG&1PzJcc%l5^ZJTf`#Fu>DoV^AUSyJA z8G=pv&AyIt%XQ^8@r1Esr@?{USjbl%9v<+vIToh1sa|7=X-bngdr(SUi(K|9XLeYj zQq$)+5tIR!JL#O9oRkIuVG!Yh5vnb=K#~p8R_AJChng+q%7&@E+xP8eH%Gtx;L(^# z`Z#!TxVi-%tk$A6NVA}C=ue`Zo>=q-mad!N5X_-@^)cV>JJ8jdJpA%FOFCWH>nR&s zRQz+@uPS-%I4>h2`G1pY@GjTZ)qQQcSiyYTq*zI9##ehKgy|os!{@XV(%Gnw_Ws&P;-0_y3V-OihqCS_* zkEqb*Zg(?zGX0xXeJ8qjf-m4ZOK@D=aLD)6@h9loRi{@4d?Hcq@o^)p?ZHFs;qfE# zMVb{ZUpMjU8BVt-8^0Hn=82nqsB}r@taI%60B=UY-1=0tlXZThbY`n750P+_y;RLp zyW>buGnB0lsBwHtDd>_4-S;7&e0lhOy>77=DSM2@gp%u!7;d!fRoQC1^Gd1S(5JEe zYk8^n`N6E@X7K!fL5pcT)b6&X=$!FK2b@xNUgS#K1Xj5;kae2TG@0WGGhIhyG7k@K{Kmze}8mXcyN2XPd^?`?LTJ z>M;pF$U#3C=YG%hUJfEr_>4XtRdBntZI`@F$n^9vgBA9?cvd2O1 zs!wage!eR=!Dtm&0+9sLF7r?=spTY$z6eqd@wf`bWZq}AMd?Z)RFE!O9U>^~i=qd> zOTqPxjnPcW@N56KwaMGYL>62}DbFsjDEL(HVGkeDVwRSp7=3y3UCWTe36waF!hoSq zf@SH6$qqDsd6u*wAnztUKum>vc;E-T1K*~W=r^Z*2Vn@%$PyFx^L<5-Xz&;VzsQt0 z4k4H#lT%MaN7^UlE{74_in3n|m-U@E^~-=uqH&%+pRJLkk;eEU}Gka5C zP*Rcu>~?}YSlG0rDP+fqrWNa+lc@_{gbQ3yEIV) ze2mBz;Ap6^q&whz0x*F>fpnmZFZ3{c!mJ@tyhJ9~<3#&_*%5C{%iN>lQ#8ta+0Y+6 zGf$*IMf`t$v46j*SmWW*#$&&IyhKu@z!CCBPftmw##TeK$e@-f4cw_CB8B1RRYthp zjnzi2nraQ@U$xF!Jw5B4(MphhC2=u+#j4(DDb(y?^F9pEe_73djF0(#gHb6(2Kc%< zoahb30$ZmqFoH5bwXl2{2!u*Ss_H$|BV*7pAwxXaLRsd0AjdS}cS+|o&f8TsPhKMe&y5?{|c*0X!;yE<_Sz_;6p>p7IIp7>* z`(_#Ik4U-e<9Qy3A9YZtE9WkqM|G=hP%kgalGH0QR<8|jGpn}#{DYpJi3mOKvL}Xm z-Z6EZ^epejc0;2(9FC6)c3RZTS2JDW(qVV7Cx-h7UWtK0+~k(b8Y3kR$InWOQ?{M$ zWRjTN)@`2E@TH$=O}yUg>Tw*Q8+^u`{c#@uvu;s!=au9gd^ks^VkQ9da3fpCG+RWT;5ai zo%inCze@EMjR?lGg@bVzQ=JG5>%VYz%Tcq7Uxo0}5E;$r(W_A@%t)_Eb~FCmFwIn! zw=K2lkF)Vb5Z@r33V0vx!N*t3JMD?D^oeQ>8-1-*Ao`# zZG?oHk4+X5z))XW(rQGjyq9gq^0of-Hnp?QtS0q95w@_{PC7^ri-mPg&(%7PYbITs zfiNR)Xr1Pwq$xLK~JkC-f;MDQd8VTkvgGKrr;9OVm}e=qjs8 zrWerV!{8?RBXpK!5=1W!y;Vk7%SSU*5z>G^1ms@+D*;ZbB#4Z7Iii0gL>`dRGeZpS zb5lO~v@nr<=#%n`dr`{qw7DU%K_A`f*mK?@=?k?BY3)BQ@#b&Pe~M%lo0@7nF#n$u zQ52OHB2kRx`P7?9F^MziAtomIe3!xFYUt&5QK`|sq39kkF=R+oGHZ1vPW1e-9 z4nSOK-z?$XY0Ke64`0mu{xL|S(s)%1Sj zk|V8ay6fwvnunlzv&2XwQH*08mF>^lIqYgb0&DiG{`FS!YC?Ksa8F$-Re4jnDh}tc zur5AqCPC`v1>dZS?X3aE-XcCt=(3b;J;Ao;k!WGjj5JYcH-S9vcgyxZBp4WyoGEQcOE@|IY0U zQuM&j78E5KJ>!t^Fo_w@*HZHmr7$npgFY%oW)y=X3>#q`+ZT?Ndr%*yWZAn&a|Dc8)hzT$XpP)N!xN8I!8GS5Pe{Oo)DLH2Jjl>ih@$> zQ{4JynnaX&cZPxmt zM=jzB)^Q34cB?x0rdSf~5}z>^^@k3@6*H=dxtI%m5GIVgf=(>Eh1f5guN4+Xiz)X3 zcLHBb_?{tReBDm%li)xBR;+$Auyham6SX7k1%GPhsbA3&Mn2<7jF$|J=v{*4Z&Wriu^jJcRQ0SE*k(8S zEt2D@&)B5@sxAWfAuwdzX-X##EAtWR8N0o&Mi^;NhbRZb5ZIE!U%4$_E2Q{bv{R3T zX<#vUgZ&UlG)B7C-q*i)v+u$|XmX$1?j(wb6der=6AR*6DGHjPSel;VuAPhnVyFRs zERD{xD3Gr2Bemohi?ajc2(+17*RW9AMA@|)-JwpLdmAEm{6g1%+WSP%RqnGJmi_+9y*{CHPo3oD)DSaO!BOQC1yokPZnqG@WNPkB_^XAl6O^Wf0%Qsz~ ztIaqKtIUO_DKdG2um!#k4vAcc_Hh+YXiSnTbZM&D6zFfbKQCt@O;ivB$#&jkmMbxR zO(n;9JMfruE1|E%eUO-mX-`Jdlu|9`iz)^GCBBim?zmWlJZ_Y>OukF?o1d%#fp3XA z2$Ujd0f$?_{^@#U-#7Tzw=;XuncGF@s;x9n)ZNXc`>fQ~@XCyk))F2Oc-L!bsmy=3 zw45)>qP2%oIU?J5x;Yn{g)@U8H-1%lwn?4j) zJHpQuhRpks4_&cw^m!0;*~R1XNX92QKjxKCi!=Dl zz->aTI$GP-o_k@wpwenNrypslCsDUP6%(kw_&^#B8^T4chOA^LwYk*V>XLhx{fW35 z$j>u0q`197j(7_yY<^1j_ zF~#CFv?gt#aE%VUH56OYY*g8BltG-?k!&3pe7q5nIH1k8oO-8fv=v@kN~^;}u~?8r zYh>fhFf{e)rZx)ldR}l>+cGs>I;ggGn-~4v`9Rvn*|wY4%@Vq*jb0Gf<WzDM2;%Om*^2H)GsjzZA7a=_%vL#ay+B!K^;wuEJXlnsi1$58UFmWW}>Qhk~KHb|C?9-z-_~ybIQ~h z3vfgf#|k)ys|3E{qe`pKg z02R$~SA&%zz?7xtfe%%>+wrd#M8n}XEhCiMSAfeg3Va>928Odjg~k3X3$qa$7%Xd7 zqodnJn9`=!QYx+u9tanIO?Bvd#t}c?a6Qwc?@qxm_#){jEAPq1Um@tx!k`Am2^YsI z$ub%m4n>qC8Jsd}Zf*TOHbg-2_j?narOl2IJpOqq^PvtVJAU{5=GYg&HTu{k3 zSos++C5w7HBln(Y9gu#$FhTAN*hwa|T@kU1Ryhv+$Fu4@LDqYqm||e31cT;RarOsA zcEFrTIW$BYljM2C zckN%f2lwCNBiGPr|MXUg^<;0 z@E9x0I*&JlTZ){mQh5e)PQ{~26q{&X8Tk?w;c6=$Uduw6!e?!m)2DaMrkAyg@>m zA5xA=N7J1T_z)6|Ho~uTj<3VfbBo7nee7m_9GH)zE3KI~>!+=S?XKoERZ$ zD%lFhQMmgb3s+|f?a*d7rD)>I8)KjL8V0gr&_I(3W7qfwPp`HwxZOL5gQ6Q&dI~Q$ zKVb>jH&-Z@ye&U<%iQB*w{M9hw%t)VJOZ=O&hU0XItEvh4ej|zRz-tGeCSK|wvIO{ z4&^VY#bz*FD7+`dX1if&S}I;|jXd_w6`(G&x1uW7r`&|8!Ee$Cb5aWd>m%rcE(x1n z@-=En=}J!NB4&MaNuH^@Z2)e!#oN0-HCXT!TLfZTe}$nVyTT|PwAdYRm=aQc4X56h z&ns&F)j<|(H>GfSyA2#2XEbLA394-U!fp)k6LbZXPx=AY# zb|)Qmto+o1t`oBwQtlVzaXqK7YVpu#-|SH?&V8iIB4$gEvVW6)?%)ga%fnHvxxdXJ z|HEJp;t9@0BH^xQvIw)L^Pb1QEJX<6OQ;L<5*?#)&tZ97Y`XsuU<;ia8TN}{WXIhjLcOm<$) z!mf6<$x$rwKSfu(U6)2T`Xp%Li&V;|l>JbqWGmWa$8l`%Fi`75_wg!pu+sbZA^9My zxwqnuW40HF6CMVl%#3O>v73j$76Vodz)f6tTTDV_vm3pkGw~?81-GFyj^Yg>b?PnQD<}tlLj&cDn@5Znh~#e9r}jy*7uwA(uxaO#Oag?zJ9QouD&yV^hk#T06Z0 zBnT5C?`~_^2A1tRUPS5m$NQ*x&21&U3!ZLD%w9~n&aQ9%bt7`CIe^My_zewN&66a6 z1zBE;?*RDd(IRdwCM#eSez(0=^bHchJ0qk&fXHVmNi-828nF0c2wk)8obIE@_H##I z3sdB2>8|qZw@lG4+8!PaPPKiG)uP;p3@BARHN4}M*5>OV4hI7e%|Wa+&1-{H%)M-q zXA=y!>^E(hi3vY2CLxa*m|^TuO-Ow&blRM{dj}`aZa4vBtJ&t#e&^Zbe=W*#Te-=$ zuLFunhXet0&v*q6`o+gj^bWBV=31PZ62_UGk7;i{Tu4asqC|;lU~w;aU+oP;8cZQq zp$jm+)(6CzsYXRjXjCEEWSkh@pb|4#Lq|v z)M15z7-Fa8%2Rg1-t2mwjbpcgcrivOa~>f@k(Mp(gs54|Y4z&I!d;O%*T;>G3)Yym z>Z=+$kINpS5D+$dEE+~ecBZyo7%WP5%m>Z-4 z40;qeDO3xe(>~pTZv}E{yU0q+jkM3C;ga*RkRi{m8F^6DApa`0@EX_x21#Cli@+*$ z6L`tyg18Y){15j~wLWcp=&fN5iP)_4K+UgV`ew0Hi_pC)jI`<-zk7BZ((KVL&$k|n z!}u9b%7e``nNJ&&CscNDFc{aao;@aV^`Wu@6#PRh=y zN6;Btf2v>c{?~{d&(olV5RiaWTo`A?!EgKEY(8^(rKLO;@or|-Js&) zobHiNHz_v1Flc!I-7=M;elcZ4h%2>Ycu9fumIWlJG8Pk<7}64#`kJ~V)9rj5Pt5h# zh=Gxz-Vd(PnFVQJ?khas0z62czPGl=Zk_mumzv+@t#GJ?uYG+eL0+7^<(*^-D5IG{3*T{kl?WwBFi! zJYJEOS4fG5VQ5o#qQzvRyKZAchvj8;ZW}43Q)S_OLc!>kqdNw*Sr-%Gpu%D!+osbA zeRN`NN9y0xzpWv5)f1l%jYBKx1fXGAT7uS>#i#q%BR!f?pKJryeCq(Ew6`=flh%S& zVSCnO+mR3jUt|aWJ*7h{3ds^KKlqyua-5?#r!BSe}g!1pSs_F#TpK-mF@%bwZhsiUo0~ z#^k-rc}(a#h8vOCbIGXm9b$z{c&Lpx|A6(L-40*k5+MFlHTUwzItJrXQ>{{Nx#O3C z6<9~WaItx7Z#&cUqdmy})1E=P`}VWbdN6ism!Vy^&jp9$VmQd(QAkWsXo>AD(Sy6k z1Wdi=n*R0*4T@3pRs$B| zDj^A`Z>sn6x;v*F_(u8R#|x3D_QB~9=B<$MDro=+*48Gk zAi{@hgWw`h0j=p2AshM=C~NH61lZZbDs{H1(vujdSL{=f`U0rVy1i(1g7q$J{!r!` z1-?o&Y;zL(blox@_j->Vf;x{e`!5?LXq}48mXXFl+0#3t!6H_1{Gv_iULuH2&#ECUF5v52rz?R>xUl zHNAvaWVP+zoMZwe`d;+Ioiy{}tZ;?(n}UtKYn+Gs+uF%=Izkq(wvaV1?!&RO($jN< z$jAS_iq&)z`8)>rH}Hx(H~on=K&s1Fs<@CcL$iD8mR9;JH|<6TOhT-sfmljg5r)a$ zN)jOXk-0L@bWsrzJFzGLXJ;2UJ0Tazo2}l~{an?_Cc~^h^jw#Nb}7z#2+t4U85DlK zS8d+*Yu@uf7zW))bez3rP}5J^1Vbd9!G=)b>Wj_8ztuG>XlW!`o#Lqp zy*i@)ihM;cm2udl8rmKb#UN?`PHszD3QYmP?C}`}$%o?*0o<>38i>6Qi&8m;TmW~U z05yaCqE}NGFuo*98;-(WCf22i_y~U@;|YTW4FIS@Mklpo1@8=O#ay5ekZuQF9sx=M zKzzIZV|5c4d}yr^>M34Lo25(Mpz!#*G$Z2#jod%E=EjGfUol0K-Z*~azlzccDVK?f*Z!`u{xno zH^Z3Q4VIG(@Xh6eBFAem(`7m(6NquAfC^OYxIN+-n^d*9Lf_ilVIx#tlAx0tmL31i zR*>C4tUl)kSx<0wUg&mb`Vbkt9o8cu#wojZV?P{F8@aCEQo$x6QKt-Kjbm^1>m^Yb`1Typ&yTT3 zaTRNuE$RB}*v8Nfh+55Z92810Xhg7~VBkpV2{ZFQW5}l;1xkuZd`k&WFG@X{%J;Nlh&3w>(AndPw+)jO~5`(O=(IQR? zcTUiAFPLRcYG8ARoSYhj;(Bd>eAcHs1#qvF+21dc;C{qkyw~8laozhW@Yu8ni zdUV=R?dO>Ay$iioO-t_y!*)<_1{f|{d=mFCSGqGv@N6K~P_zy*&kC_2XMOulqHRIK zJI<t{ZbFAQBwB2`Ba)v!#Yx!)0_~(?B1F$#>7yK0K)J zv97Dy3-m#v4}9hL#Y1>qmYRJL`k^_RjCVKXaTTxWzq#jLQGJB-caKi?nGG-l_n{n0V%9C zL(49>B}gNlPrt^NQWxY`@0JW7zG%Mu#3_$Ex&wJ)c!U*u*dUjP)UxsjRiC3J3_(&s ze1&2b@fNtVzPIy>N;G%9Ii1u8eRS;-BaFzP6|-j9DDurr3qI^&f= zwBMBKpaqbxAk<>HwTtqiDs!NR?qNa8I@4<=5U9LYy!9ZlV$=pWy1tBQ)H=Z*t~Ojx zxv#Hbi%t}D&PgkICzpVR1qeDNm`8CaEUAH~A7ACdm(i#%rBqVVrS+N#x(PHmKkL7f za=Q%L&MS2=twH>CL^Se-^X8xu?rT~+5$vQ!&$85f7H(1b=Tw9-OD+R;#YC(&o{KVY zRi1t%C-9Vjc%X=vE%WOyOvKJDoJzNC&zXAfdSfWFbWGvQ$yTO}_UU+4rCmQ&jmu0; zUf3C5d?}ds5}?0<*pCaWl_-`z8@mlPzL`K;LV+-AZ6hzMi0k|68w9m$ z{F>*73u5x&|9YJ2c{90dWP+ zOFiE^2>gQp*oJn|XF;Rv{QfXMJCy4o+cFq=tlm^=lmI{DGzu4mS+sHPS&eiQRZ00V z@U3c=n(jju9DdR6?11M<9iW2Ks50qqf@5DJ1ep&g4lWORn-9HL)~ijS;=3@~-CXW8K%Powy{FWLdSBhN!|drpE{$CH#<`0G=2K`~(|QiCYE zuJ=E%P5RX-NM`sVgj%T4mCdOSDMWYuP}r6_+T8!d%qvDRTtKMC@?3B8t-fKVJ^QXI zm>`;E73>wfDkmN_u3(~medUh8;|O#dd1EGg92Q3r*OLmU5>_fmHF= z!d|8E>IkV1bo`U70tXe&yD<%0=McS^lE=&HTIrt&2QWj6KMxq2hY-%?&Rb1$mcY|)# z*uz6RhO_Ep&gvzY+tR(6dQBj_AWqwi41?+?u4pyW{sP$rZ=RIsysvub+TsXa*$Bd8 zR1-m6_~}lbj5f?^O}fqBC(to?d{uUXpQWe_%2VnzdehM0)Wcf?TP#&z5}7`;meBvt z)fl3C&t=z@sTp!&PvW#+ktmuI0eG6MPD8nzir@~qYK`gj0WmEe*QhSc)QN#Q&5eCw)~Lrmo$}I_Dm+h zpcUN7$0}p`L=b$vNWK+x6x?EwTn7)n7r&=x7QqF3uliAUyhB`ET-Xl+hBRBxAxQOB%eQ9QK zabJy8MkZ(xHK)V>t)T{;^j9?>51>gIt93LZlb^axk&Wzu)1-h75nwASczr=fOjNXZsJ^2N69OS_H$6JwJQY_<=W~i_@H$=R`mau zeekz``5)#1K3@62 zNgqYKo9Ob3`-Oex-&YnU~ z>S|NgY7Piv<7RC1JKyyO{d37g+unz8DS*7rOc3rA@_R5neShtVkXQ=|!j|2Oj|?*Z zrmp!!M?~^3|J8qG7WcT`gENOwGLNwQMH8Ou-s7#B0h4OE3K#^Eu^%mFt6BG^%CdT$ zfc)TZGMk*cdzsDYkN+gIY3Y@&Zxe@lv{vs`dQLuPEB#h~`cIwBmik_S`JqH{xl&`n z;--9N;!?KJrF5m4qfxo4;Z=LVQZ&^t3_AYOT$zi`Xg%I3V`BcJM! z5qx7sQeFjIQmhm{ds+}6rOJy}h9h*MQny>)zd2?wm6vbDskoFcDlc~H;RNX-n z(H>Z&I@e9(`jE300b7 zcr8aaD4494<67KYTd3=-E2Hns9UyOetUURmuPs+!Q=H2mdpAqJJ#;;_Ia)S|zU^`p zH&&+`NUu=~T=EWEjVmp-BBbCpe;4np?M=xxXU@I5`kmpv^RRHf_9NN$IZqfh4lG4u zYD=ciZeDf1v}jIloG3isdyql-&hX{TrrN<~-Br<+T+YaX@zcCGAz{OfZnj&KMg3;i ziA{e zN3rP=p{pspGICq=MxV%EL;@>+emAJ+e(eT;mD ztF0t#SGK!0`)@zJ*$e1F*|HNk8G7XeWWOU|c%hy;{UzKH=Qn-D0Q_X@m7AMerPJ0( zU>K$Il%dm4j_&+JY}fDKzvr?wUHHed>8G(5yRyG}5NIA@m{I&uQk-|RW0qvQdv5L> z^tkbSA&XVVsGIE1-WZ_a%+$Ns#YP#sZHT`6%R`$Szb7qe-CE*>JQUExcQ7Q#u~dx8 ze<}|M?6B0G%~*}wM1O>UoVPsc+dsjU8ON6!=~}i&38a2^*MoQJ0eicS&9CIzxLQnR zeQqXw3ih7uH{W?Tr5;K%7&g}2TEVT4i3_1e74HYr@)!Q8>EZb+O^@`AvQvm|Ec_%= zZ*pu>?HgC(Ougdcd440ln??VildhT5;VW-OkDBjK6hd78UDKm{oKzy5dX+BGt<>F985I3Zw?acuQ=&Vy&7Y~Tm@@Mz{R3F;ZgRlQm9wgs>8@zC+|*@1>z=qNjvvOz z5Z*B3BF+2d8na))7K?rCA;J*jXE&6B$*`wSDc^3VTX>AUKD4m7j6WJ0NprovHo||P zbMUUr2&I*P7(M!)z(UR5>0izChkFx!n^mMC8Cc!FV_=_^6wL-W9h|DjSHJS z*#hCDoSY6@cHP3nv$wn<@h}!-hkl^qDb>3Arx(EA6+PC04wAt5Fe4>}0_bsKX>;LX zBc=Kxh`p$7t3=u#oWZzH&D&e}K4Oe5|HlhD=7>UibT})fj)Z(bjx@P5J)V7l~q*1-D?$ zQoRxuBU8*HQYRl^Dz*tEOPWkk6#TETo7&wwYMM@2??*aZ4nYOvi}zxmltRm$&8XvM zr$x=l|D*QVxL5m>%#}GoPw|n=wG)(_a*P$_8I4-o!zf>F^_nu9pT(o|=azCAxbJ1q z0pu`v2sct-BqSt<;OK(+>7J-`)LmH}5`mh{>43I)ymTUas{f|rSdxe;)85pNFT!55 zpA!s8<`gO2adPRpZxR^snSTm?aT3v!Y#y90hmFwaiG_JYWVcldVVpbfxvSRZ?68fV z$Z9n`p#;US#}>J~OeFSshaoH0Yb`Bl5up4TiL=gfI+4Uw$hKR1hJs_<6`?v|Z)s&^ z0ZbpCg>VR|njD>ryW>Txllnn!ba2SKI6{Phe(Rr_A3glYwjK}pP)9KEW-6+8-pka| z_tHpJPGlDw&w+h@B2gUwngHiFAtoBGeHSzP87=Mq5f}W=oBEqdS~T(go~z*WDuld9 zfWut-KkIzj?sYz#t(tNTU(>ZPamctsW~yGAQ<{Uow_y`lC%R^gIMDg%OUxUFQAw~^ z6Zw`PB&k0-HE{JWA!SeEv0D%v#0x;f)%?8?(giTd~6yN07T*0$!I_6?x zVkO1ay!D}C7)^)Z_qud-r3vsGD4r&yDOvx$t~TkHH`FD0koyW+^-rl!;Jwrb{=ZTm z^J@57Tusj0isy{}8~G}7x^?YAYo#|dJiC$6csfs|5&QeTeNL3i?j+E)O&En${o|FL{C1U^|REII2srYbGju9Pk;v~Pkl zLu$=|d@qbrt0RiE@E(rbvo9uiu2Zd`xJ^6P7spI!+w3qR%Q(CoOs!-ZN%YDf@D^!B zCMfaD>@)Dfm~j~hj#Ms82O#?(doJIK*Y<1;+plzy^!Gm#zbzgK*0||~_%cp`j2;qW zjgy_yW=+l4ClU(%yvO$gL?%)gP6m3dl}e8O#W)W58- zO$fM^w|WNi_T0}zE~wgGgz4*39#}ORLy1h|B}=Idg1WPBD_ixW7ISaQyqft$6um09 z7IR-|k$a6yFLqV`naZTvJ9v`tP8_&mnY`oUT=&3}^WXG8u(X~It9ztb#A~-eq2&`{ zlcC(D`JLC={QA=a=8%0mkHFy)%B^MC6B;||ZhDrd2&pOw?eG&{1f(ygWk32JF9f1+ ztvxp8-ZZX7siXY`YH^)ift7*pA?{KqBE@i*&206jA=Fmf>N_1OGabo$`k|Oo8y}9z z-b@vf;=MqqnsQZQh{(G_(csB1q2GjTxD4xr%KyW=XE=8SbfY67c$&25ou|3?9{Io0h)T z__vBeN*R!W$_L|bDjx&diBg{%D;~V?RUn<}113ofJ+~V^x6-NlK*Vmz{#oeyFv@35 z4cZ~P13W!RR&({Qx0HQe$Nt>?NK`(BxH9N-%hmc21^M!$=W+6)x^#0hfa5k=yKi-;E~vH#l$2$@9T-r@kT*V$xxTVlfIHvG z#mM@wRcY*8N=p9mbF(4-7?uwqJ}gfLI^L>GZ{Wo*+^%+Hw5m}JXr>>D;eVE1{~myJ zWvY9nR^x~7^7J3Vo*-G>^=eY{ig5bdq8y!I)&f(%7_?sPtjsYTJ*_a&KL zJ9MsV&P-VYj3;?Ba>1?|y7H2HxJ|Rz1H7rpBHH3tE)p_U=;^cH0|n9rqqhssR6BRd zI%Z!H?Ce`iP>P*I8`m(15@eHt48qY7BwBu4Nq2ie^5 zT5H&x%DVWFo8n8b;9U{OGI-*OcY}67zzKvA3&no`L_S63`{$4;7{n{Sagndj0@O^^{}t2wM;R6UO@o(G8|~(1aYp9%G|2Bc)|hdX2r3Q-dpJfu*uhck zzIpxNzKh0V5bXCdItkWBfaD7~xdv;7&dVPoKHk-V7|8)oJF89Z9kJIAQ88`MW`GYQ zK+N^@`ITy9yiW*8z?+`f#|>>`k4|g5h~xaUg9=Bend50N16~e zc#MhUn3&N$@iB3CW=Gq>zlyzB@Vs0mh?^aPQBY72`j}laQug|=Li7>C1pQ|jCWfa+ z5e`VLqI}fT*zp=b@q|qS332C;kgzqy5qvyO{x; z$xL3nhZmGkYyCtSIR7kRIg5aS(ErERS%t;brQ13o5ZrGMWbItY181D$H)S9d=DvKRC`HcuoH-nITCB38C zZUT=H@06EQ6KUp0O2NW7oaUaE81x5M{Myc81V9Ie*VZEdC8lwKy0m~M^M z8u4mrFLZQbexZ>jEYR|Pem?cG5jkU$9BtqgN@G7x*MhDKtE%#DfIt33-ooe-G>nBQ zvz)sEd4PdtSXJOFNu#dyMlg)xah^ZYv{vx&HUG$5eE!2I;FLlUKAY@K%77kbApd;c z>%a91TlLC{Pzv%@hEimSEy?Z$F3j&UjRLw%sL%SJPcQ(P5l0z#GaIeNoU{e(BQ2`a0gLmnIv4k z>D;Y^nZQDMT3uQwWzHXttw9)gFc5aK??5{)0h^SvhZjQqRbbT{>}%b$@g6{i^J94~ z8!CA%ZbsEv9uh3wj;3QZBSi|dJT4v0RjNIQ)sWFh|9MK6asZfTDXMNhcH(l)u{;&!x=tODG0S&R5duXOwX0vqtI)RA~6v z)+;cgmlg>EU=&IW?@}ash#1G+VlllP*Xsd|7JbQ`R)>lm6WA0bKmp4GdsJgG46|N> zf$!dLW2+p}$Hn`RpXIipzEW-@y1Z@H!_s;}#WWD;5qbhS5mNh@1~_RoBEfXd6JvQ8 ztOvQ`9si&zhTV9EeEt(dBL1)vX&2VGpsmE*e~hvIHx1|?lh1r|cs@X9iXFjJ6@syhedYrd1MI1=xUyx8+4pka@_=@tJQ3$TJLjptjjDw{iV^ z_#YR>lslpcEQJHgB^clCkP+Gn`Xa%(_QP_h@A>L;Lwlq`>|g`&JcL_?@b6<*zVdf; zPJOKNI4K>%L>P2FEDBanO`qxbGXP!|M=7?(ccQKTJ(k-8H1fER6>cVD-`%d;Iy`N^ z8ae~6p!w7NamD;BM}I~|H9VrB>yI8G#Cldb+?h^RnsPyiFUZuCd=i@QxP{B_M9KnN zhGyOFj~^8>ggZ(Ws%MF)tO|eRbWc;Cu8-XAX33{+Jy3p7Jzm9Gyx8?MO%O0z{x7y5 za*V&*f&}4BT$4oh8cuC;?yepQo9$PMTiw!g@ezp|j$^Fc_GV#YwFsTMnB(YqhM^m^ zY}!?1dAdWpfqoKCSkt#tx83zXFn7!Bgo7L_l{LN?u zv0VMk0O=2Pi`hFQUITIAXXZsN;j+%0Qsm*hCp<`@GFF;@Z8GjGMDQWDF3I+rpdR|t zbaQ_Je_$0M`B`fy?9bAQ7AaZx+Ei{J)i#c!@~qgQmToMKT|Ruv_3w_M;YuqH!&0yL zHTZ@dXn0O<5-uk_W!+uP?ud7yA~xVn3OeLAJ1^nS;R z6TX^;{Cq9n(Zs)+h6vqScQ(TqRIU6vFbErzL$ej0gKueolVDm0Wq^3Iv~((S@> z-Nc7<@xg7d3Ba(%q&4kQ4H$;OY-dUc+1zj&01`x$u@^JwwEZ?i5pnmPNk3GjaE$M)ZntinWyEW8V4A35{^1MUv%Dx5YS0MojAxqR{ru_n>Hfq6w#zU_Z0wxTvB+?!M z5?d(PE_p!0g{|`oew1c`RMe$;x}%6uZ092`$AqCty*Y97{u$qNZCRXoTKD?nZolmjc8`lI^A+ z7ev2r+#QwcPmCa_;D5woJudf-`)$bt@saJI()e)imhXHuio9MT$(z9z-}9AJ|I@KV zWK@qk?HAhGfCyw-H1%-GrLsq`Th8mFvz1X72>-A;)gK-Y>&uoWWu7<$v|2W-8_-@Y zdc0#v>R;a`W13}K$qclJGT%c@sAI{r_;{~3sQNphT9wZ^NfZ-8EnS&7c*y>?T6A`H zH{hvEn9UUQg57NR7Fxd57OW2BB-~zJwj$NG-RCEpJD-^3yueGdocED;4o_2@JFL4I zcridy@e^`;v-(sKvcFY=fk9}a`+QVMAba$B;_rZ1kbgbzS*`s3qDCku zFIC3;O$G>WAr#|MWddv*qDwY{LexiU`w1{h1e1aT_z+ib0pH}>2pszfS#3VPmN1kg z!R(d(GyK*&lyz??V^_}&q%a-qu(x)wq|_B&>v{yWK6*M1A264z@8JK(FSe3^DcAtP zj%{SPQRh%<)C3(C2dvMcJFG*}r}|=;j5*W=rN#7{5wrvhCkTThtt~&Fd>tu-%@7VO7Pm_>TQvc_$l4M)r`-dL0;^j;Hq+X3DM!Qihgf$RXRi8 z9e|{z^zQ3C*BkOfX-D(M!q_t7r5lBmU@9&&+>bjrL0FR7bozj zBL!|DAIqV+Ugx2;I%SU*hz~jIy5MdtcV_8*-8trsyrxy(HXr^sSCQgIPa}as^!6@R zG0CGOw46-W$ndYiAHwpstBI<0CM$*12Y{<+)CBSR!0p??I4}zlI%KCHN2QMXt@qq9 zbd%{GLDE3!zl|ZTdR`ia@Fc9goO zF2Jl6wj)Zr)L?Zq9eU<};PYp0Ei?s$Xjwa_ zS~McD8(2LXo_{(tU*CC6E}_a09F5BC*rfkYqr2oFAhv+{G#O;>f1G9AasQ3YJGdJU zp~L5EfFMIzWw%gkLdwh)vz_s-Bz+bgt(<7Oqh06Nq|ZVq5e4}9Wu3Hz5(+E z@Wz>x7sqN?gUJ2mq%+RABtP0aFgx(-oW)U^g~O;RP#s(uo*>JJ)mY~}n`=O#a8 zj)1E&Y%9^o97V#}EA>(9={O@r+aDLcBSH|=^NH^bJv8#&l_SD=@3JuG;QZfQt@u3a)IqfyOX6T9u4ZHvHAPwn?Fjm^0FY9|CSW%5YYXv$y?(JD<@yVWV z-}%K6G*;Nt{l`NY@_HyQn^`B}{7Dgn4Bq^O18IJF9Vv04{^DRff2(w%t6Dk#%i>3P zF9lc40SLj+Fze*?&HjFa?s;DRDsTr@HIVr&9Dtol3VTZ<6R0m8^A+-)x%y5>`FDH} zq2XsrUH2-HabO{3OaxhQ%LIbsT@Rdzi&ie%>|+lHO78MdQv{4X zT%>I~BAp%NKMh`5xJET9_S|SzY3`A|nv^m@`Num0f3=v9bo}#&pDWBFt=|07YM}R zbDNA#mxr1A=L6g(Jt&j?pn#5R%Gj)=adZa!PPcJHN8F4tK$ZK{#%2%AgfLsCewJ1Z z#cm@yeB%BUf?RKFh*Y!vS53cO)Y$eXGoSE&Qg+_(#K?zdkv+o4TwV5<&);`Zg6oDy ze4*f{G2=m)x*m^JqbB1Qv6dZVZU3qD%R}}VsO>tC)>5nySRWTA`5M}|=Gpp%a#dBN z)2BP{;=&%nY>4g^2_;um0yJUv`q7AfzUp-QWY}-EKn3!d_*+pS>TR3TG;PJW4UWDu zkf8bR4Gya9L9D1nLektY_HgS5GWK< z>7U~tXH`~X8w@D5TAf)i8cuU_Di&G!$wS&E=?_~P?7xR|>jAtv!DdmbY2#nB#>%Z8 z7;A9uGGYW%BDjaQN^;gT)cXq=H|5tAS}S%g8tv4k1Pe746&G1-`OnCh=lGNbL}!DI$U7f_JyaF zrEyJ3Vn^Gr)C|;UX~E!4QNxFJBs{JnY1+Pv4=AMqAgBW@)y6hR)k>E%NUj5LQgFRX z?d@%_n!7c}eqe)dX6$3f8k^RfZliU2jWyDTSzw&v9-@w&__m=1T*df)BE-Dm?(tx6 z4`~vIwusp3wn@B3gjWARJoGzS>KAK8qAGt*0Ej!ov0-rwtm*l*iRS#D zq&Y)8kebFBQaLeL5ImA2u?2sim!PYYK~BBr5ge-uiP)6A)Hayv4eK-Y416K?r};$waB@_ z8IIr5-2xIMMJRySHn}|!t+L)pfDO9IdV5TKQcKeyX5(z5Bjg;#6?u{7vu{>9H)$lD zAbQGnEvYfsThvq+`%rIVr=5SF|K-1Ur-)BKEcaqs3d2aNN2jR< zOl)6pf08S=f8lrAdrKhhc>I!EbNIs;F#D)!oM0?hF%3YX3AqjJzGdo*y!V4$7a)uh zD6;!70#6nljq*YB%~D_X`~Y@_RVZxJ#B%8}sk3yA<+U#Ovh|2NMaL?+rdCsO&z-N8 z1u&Pl10+GGlk|3z-*&+s*M-O>2aEATP3WQFl9-vcK~t2Ht!qD9Fg&hi)iO?5xuozH zT4#t*hpW*S+NDb!NJ+z;a27_=Ll%CA#FvoJ&2=sZ<>!j4IkL25eiu@ah3SE7gLw_4 zXyMcIxQ;iDxVjQoec*0~lj_|B@NM2kJg^G|n;a-%H%GGaY({7h2_ReYE=MS^=H=+}hyIJ;yx?5{pb^)a{3Vt5`Re zA=5i~a%p_!I)x)|#ydU|J)yb6TRs|MuV-ZHl9q9#vD>c*mSeK}BOBf@H}WhJ1$N?R zNNV@&0~&w-xoOM4}Vw=$(gqYzw);xp8`79a+=TS)Ggkchv2ye|$e?d6$IP zTuR3?N~{T_|wm z1#3B?qnd!YJ=xXu;AgU*2)59@SHNr&<`(;tm#>EykH)b5jy<4sG{o409Z)`j$kn*t zOj&jY@{rKN6V8ON28IE|Dw+}XK8weLLvs1dB(HnMlRU(Lwqp22;^2Xfl(6URW!Q^s z*$6;Q_Q%qB8ruSQhrupJaf}&!bC|C+iQ@b@^x!!>J%@-PFnWHF*+IDrpJXFBQ_O`j+$M@;f)V=xa0q#5s6zF)V>4@Y2QEB?&n# zeM&Os5b?ViS%JQ@Hh(B?WJ$ygX=f7El(fZ|yQNi?JV<7CKO?r1rXDJVCMH{lOdq#d zmhdV`$|6Rfr_LHWP+U6Jm`qEw^;9X)-zhoEOsO1NJ-pNm-nS%`|n`ehUYl+<^RB zSH{Usi_ymK?X}@1>&DPqDxhC?03(*3eDNGNW=q(4pef^+NAFt&2Pnk%_p7-?CZ*Tt z$75fu8}~Llf*)gn-nvZp%Fl?EnKFfdI7r))i1E^}C3J1bHr-!ZIEUzkp91@0Qpf9xv2% zwf=B$b<}H#=RQDMwDFq!{xso$O+36O*Q%jTNAM!Q?hH}+{k43*>wG&l%N(BJc5jNS z`@s)O^r`U8mc$dg9S`K#a&vP==0`@PS0NEd5-zZ2Qu@OQ$5|W&)POMK58rd52b?&D z_U{^q_b|^vNO;sdt~$2eP{jV<11=E4UQoxav9%4_$dV=(Bpg?W)RefiEbveu5|wWQTxiMoe%4DsDIfx+*dn_c;qgoj8s z_;PzRkp4h%MMjfP%In`oBTwDYYQA{W zCK$;NcWy!qM(HEPon>OW0!qhW%Y;N+c1wlPv+G&vp7kyxXg)=?I<*3WkPs89vsHki zPMyud6V&bYj&oy7>1mjX7kTK3Ss8YDUOLA5-k1_M+1eO(H-m4o>1VqoW8$VK;?R{o zeY$6~``n$!231LgP1YS{(3y8WThD_CQ$fpj+0oC=3{%UZyk%H(ZgcsAk4n0@x9{lare&hY4 z-VJs~Ag6Tzo}_HjgQB=3>t}NL4*UA@3E`USBMHlMdYkiMyUi+Kz&Fo?BZ0sAoP;f` zSA3j`l7c`ydh0;VGjou!ri8DNkbIM)=f}kMATATvqwqeX{G|O>SEH<@?v zg+wKDA&O(Q58E@0J!#b{w5iy6UCMirSdQ7g^9$;@UN=6v2%cU8Fy6iBE9F3x+R0Y< zMTlG_Y(qhPnCxrvaMt!)`P`>p%UWe59xVG}y3r-B2g3b#yW>zi zcHs4m()N)Kk5yhP+-5#9@#g7X;nVBfLfYTG|9q$Z^J(;k^~d*N?C&b@lUobKx75S2 z!rf%u#jY=0R%1U8!Xg)CBJxK0;tCZDcc-KjSU2vLw(36F-`RTpV|8nZivXbxjS9bZw!^-5AqT=$+rDxmlu3az{d3!jMKhH~uGzAqe9Ip_{ulZZ%BxSz z3aLyLxA&oig}Ua7!YWKEpR~)ZTPytsyOuPt*=FLJPVE;WgO9{Q7O=wV0uNb~?bcZm zpM4g`bLB-W;mB^B5$nIyZ1Jv8`;&<&fn?CxFzY)C#q-D%AE5kT0@eF7Kli4HQ0ms= zglXYgG^d7}&1b9;o52M__+ zHcD(7jAU>Kg^c0D4<@4l7-379H^iN364#F5s~$;REG!ulS{*;<79MUD%o)hz41%FZ z$lK>4bsm6&yl9Jk)I%3gD(bzup}AWCugS-x4jcwk!O z`#lDkc$sfZB2WeoS?b{hJN}-Q()ctShg_aRxMe#{!&l@ zrSi=C@}s`H7B_S=wW+#yEj?A1rQ0xSL?>7k+lZMkXTuP6Ic$lKzk2(-apudwiM(E& zqOw2~-RG7m8<+ZclcMcy-9&dpw(^KTZRWHU(;{kRg!Z&-;+ScL^%1C=#SiKc7S zBt9ewr~4oD<*lpWk6_o4co%(`-7##L-D67W*2*z`ZGOBRZCmdDDXIVUd#S^MuneBj z{jJPBgJxs3ySIS-=RkSN^Jnnuk652&|?5rcmTS%L|aJ-H7e%#@5`kYM?4a! zjNtY5iC_?OAG1Brp7H0(HZM*(wO%56k`X!37TQUmZvm3+noLZM(@MP~u}6unYIc z=1$CBfR;F_q47ao&hJ-`V&CwfrgIvs!dHy-xKR9GUCUp8k3b*i-vIotmsJLxlSF;I3zE0|m@(mC>zJ>1|)lPo>BhmxjtnqV?Chs~i z`;3!BXJp7ZIyyE4@gTG()QY|KNIv6)T`x0111|b>|NgxSxRC+<(&ACFQTt!NNhWLM zgFZ=_liT59{w9zSVw31vJNegdXdv&p1(KuRY4fA)w?P6}b#9xj=AHkq0sH&E)^rcD zXQ>%n#`hmT?*G}o{qwA4{elGwKX!hovcEoHgg_%0jk5ajP5r`5K9qy~p2?w;iFSyT zM1Dpty|bC?>O-SWL%WqoU*Q)KnIA2!#T_X)Bax*`c*gxPKaMBk9;Tpm8eIJTezXKk zC>YJBDY*bsqFHYsVjUn+{T=DIL?8so)qA)069ldqrOzz`w52c4x5Z6Ooc_PDOMCwB z7vf*-=T9_!VcN?-cM{~|W-z1_6iSkklBx9^EG)6~&D$Toyz~UXtMGpNl|nWP^vKfp z_xI*4h4JC@*f?c%K;U!TeEZhb$3;EWU8>S!GmWj6R7KYa<)h*X%EPNb^$;@+R@+IL zcv#iY8=I_9p_c)%395ILCDIJn^MNTJO7`^w)luz=(btU17RAcq>d=JC1fD!~aDL+k z!Z@6+roTF66ux{xH9O4=gxmNDd|~r)>n%qWxv#-a!0vE=UGT*tQ#T+G;iJ&jKtyg` z9jo0CKzb1dgimvBO*`)2cYkIB@~5V_%hz33GK-1!Bt-o=z?f51RQzBC5Rer_ofhrK zy<}3^Ww8fob=#U&>`agLu$=YN4W4Yi@$kFf*`{zgQeXdBh~52_x)&MI__w3>zkBz; zJq4|#U4iPy7j+AzSIAy>!l4ln`2bPnu^h(503kLdh5Eu!(HM}A)BzzborCu8#~{Pc zZnb@{rvU)^IDjxeSpGhipOl3CMgRMEmiWZPDM0@sTB=%JqZ{J$VIYb?o@3e8k8=~~ z!3zNc8VZmhqzM8w$qSbqXm}jFAmVK+Zf(AEDIrolz2i(_GbKbkPLYwE_(H5Ftb~>h z$l;-yANQAXl;{TwC|&4}R>J5{7W^i+3}>FiX{ZmbSDNc|m@XzsC~nJhjh0juJ?fqP zs;+#n6kdi|hEdZ6b_$Uuc5l75>i4Y|&`j4wIh5Sh3co0-9N2MHedELUqjPkP-RitQ z)5&Q=Vx|4Za;bUBOBxk*ptUe%^PRGuYf=jC5f3|jMs3biU<^q|>in95iVT}*YjJf> zmyu^HTEzZT(Y~gqZM^~&kp)~p0PdcVvs+ud&Gqe3`Er8HlgcC9js|0qUw2rhio~T=mpUqK5FnE?`eIAV-xbkF_m$cWq@xD z*_#0PpdMMRn*k)T>B(}l5Ciss0B{)h0aZ78pf+IaLp6Ic4)@jt4@j{kJeu%7Cf~7W z8Ec#J!-f9T!)mhWT)xb%69qmhW3conhpOlRBeCs)Oc0~sfK%+-CxrH_`AiNF54A`n_Q%m;Y>UDInCI z6?3-H?`I?Y+J9$6o84*e>7flrjO?`_Oo)Cmc2gHF%_i(!3C%LSc#`znspIU2{}s9G zde>WD3R>*1CyVtoMHFxGOE$N*MAKi1`+XqAD2Q*r=YUN%X{aus-^`%4{FSTb<(UDu zY-Y+Z#^Cem1v)Zg@5fIbJ#4(OUR!1kj>Pr$(~8!U9EuE3Pc3uW$bY#X7g67`_nC`R z&`c}017?)~sliCR+$Eb%oidVX302jEvx2@r^=zks@B=^o{xz39ya!;4)9(W)uh6|B zd$oE2>6+|m$76+_&HDlKI*QwMdL5DOnQO$WLMv`wReOiF?r zKIDE-G~3?kL~k`vR?$;BG>_id=t5O{ijtuF+??243r4JlI&w z3t1M(*5<#DH(-$7f>?Z6 zSy{&c_%vFY6z?&*{>JhBJsJAoShs5j=(v7v|JB_uo5V=ut@aM9|G#|$k#BGf>+#%_*pNSQMgvXl zr;(pO^ENjPH|pUsO5KO&tBuS6sysR-Ci#UM+>Fn-=!KQzwjTlkUs{Wk)%ifJ%jLIv z9RG1!&QFGqfabM6C34)Ku`e_{96g&h4>c;Ky9=%dO_@?R3^0sSfa65DFD@>g0(nK$ zL+!Q(zKDsvKVE4~q1tTu*o)!n&UfUI)Oy^0e)eCy??JmqQWf3+38c{ed)e>ElD%bqAw5Q@C$h zaVc4H;Bjw!ygJOVk`Vo7ZakXG%++Fswn1>f)rQo3Pr8YeNCHQ^ZNQ0rR$2J!a&1&b z5~tiBoa9Lr=U}1RnyQugc>(bTcNw=%kOr(QXX=BzL*TcoI4mMzV!YodKPF+|@6Bn_ z#0*hmkVdc{-f=ZQ@@F75lKlz>H&A9#p%c9!`F#;1rar%-tw&}bAkIn2%oK|=B5xX5 zV^dFe74lOCpdv%Fsmv%nOYS+ASsADsva%&|N1*h^8d23)w0)?lPQVG%_QF~;;u>v< zf2_>_tJzO45ez@shje`F3r029YjC|bM@^7Ean{Qj6M!Kc0?bgaJlF?Vut^|=t|BYTw2@sOE$9fiee>Y;h0Hm zmT496>hiyOduA(ij&2p&AJ(6Q0M02%0#JI=>&itD@XJAkZZxZ2>Ar9d4Be?}1!XwW zbXEe(6EWp%lRsv8?TR+Mw;Z_-OV2z37H zzJggBy2c#;cT@SVn*wiCec>|i?7Ge@z;qqPU$A1~>x0tc*@XMFj(lF2;VR`H8#|~C z5TbgT4gk-W({Pjm(cP354fCHY88_e{imIbojw(=)k&zwxGla))ZzEr5J4}d{aFAKz z#?VwW3HfuD6&ItvSAcP$gmTT+0qUtl$-@gk%~6|_7Z0nZ>ym%Ac?JCQQC1I~5?}jn ze@QeM?`~Uov^K>8*;KJGOuE0=0U7QWlF76QFeJ>t@&tzmRF#4h^~E0IO>F;b_yWw^ zce|SRKqQ?suj^G7P%6bDoSMXS(vF$B?bv-wWHgTrRA(HyAO+;;;fxQxd>~Q~z`5r& zu4S`|-h?_zmXt%5sL8<(HJH^akol2XcPD^PH-EJBhG?_w3o#P45;^npFj7Ct7pXME za8uPo^mip=FLAk#XFoUOazjgMVh@=@KKd06DwuG6@G}cGR`yacOI7_8!YewAs8Xn7 z9xQ2b|4b}jg;4EVEPps{fF6&2Gu;x_z zp`g}QmYyx1Gh$XjL1d0os?(H`O?mFi1hty*I{hAUUek%BgX<_!$*#FY)&&0|B8 z5^le)P8s3Ey*^@L?d4#STQC*Bj0^v+Dx>E{w8Z|Xm)s0kiB`dy+@4*14q0P~AHiZ* ziSyUmW9g3WP{K~(z2}ns&hMPTcT~e0M-o{~9r;YyBhUNYBmV z@Z(xZ{Ju8Rs{=>35eH7rujS== z?FGXOAkPx>OiA7Y)DTj&{tpZZS)FI(t`+hwh~PP|=fp-s5v~jp!q;f3ce^fXW0zq? zbrGFHR!^V)?1cfBCaf^6vv3zXADuSue`&=SMZ4Pay^9a;2x%boDWQ5vWqxj0Ie{{I z2;!6UUBLHy0S3_xPkR||av-OkrNO&PJR6bT%eM%oulvVIxvVnH`p~@U*PK{UCXgGB zO@Y)zAf}Hv#SmaR*tRx62t>SRFa4SOjj{Rz8k+Fk_U`T^pyLPtOG?3T%Cs0xzS*G2 z`sB`Vkxl~x1By;g?2eytXXR$?F196^ zvL}EvHv@kt63+bqSi9q|#Xl>Z&Eoh+>L&q}d-GoG-22IEkc}<>>K~{4&33psCddq+ z!Y}Clo}vmDcX{DdF*QU@Llr|m^heIP-m#A7r7FeBt-AC}WXskcDgK>^KcA%}goez> zw26AK9%6k)>Zy!xHBL3`mwp?|7^YBmT#1C4Buz{aV3@IC6jG9B=%3%8f3Z>qfJy>AmJ=qC($DR$#{2F>l$R5nFS#x>MG7MD0!z+JkBY%6a;2y&Q zecZ4S^Ky~9(jFUHN*+*qHMRu=1%<6`08tG7iCUoK3v#hLqcoa96Gp-w=+0C?KQBhN z`YigMWUf;)SeE9Sr=B8)3&Yvo4sbO^ydHXn%=ka98A8oX@6RrRTZv`?y%)v!Mq?pc zj}USAHQ^b0_@1m@&h3Lp=eyIcxqGv#TljFk6sjypodAL3!iqhuGq?^*YN1=4xCq zRYr2(EqRAdX)&jLOsKV6{h{pd|=$RPntLXWCvm;DfmLuQeDX2aGx~!bwT>xNC`8`%=f6v z!Y%qp9sw#R`F*OXdTDHf<~hITq_*)9;E$qa-{^mP0T}OsqnXd1{3T_lzi;-zR*wxO zegUg4S%`30tpXBDX-iB@%mz4%++SGx*JJ!IX=f8~J^F@*!?AJHv5}{EKhau$OCOOV zRKvwL-W#VB8b!YsE(sdQkUo!;2<1CUhIp?%W_j^xvcEm8Rs1uBVk0JoQgV)P6)AN` zSW!v#fLU|`uUP?O2Q^K9~)O}htW6Ax0Zn-&W|%|Cwo->vOyFE{*T|W?je8}M)%DQ>FcDxz0Ykw zH)X@MGeLYJ*gF28t8c*pSf+%Uy{tBlxRN%ddsrk~frhL4{Cev+J`psfS%|?`B!s}NGo4GX8hIh0pW1kQw8jR49qz^O%OdDG_rxYByDbgoSLiWKZ z0)|*b1_K939|~e@XQF9D9%~?UtrN{`9@?l<00yDBuEu(WtGf6a-xdh-4rRsO)3=9T z6+rohLI9{1+Dt%bZ7#=VKj5D7x^lhI>o97pme{NPO=u;mz?=<>y4hvj3?SPsf7C@J zk~cOr7IXBz91!m7F8REYGG8I{`$S5`)WtkKhlU=;#?lwRY<8I1$qkF9v234YkP3u z7PGk0ccphK1kWicxanpFF+RTy>I%L zuP?-gBP6V9o4mSNWd<1UK~g?AqX#1!PgQhubnR}$R7VxKLVqW!dhtG$??<%&2P)kR zC?C*+Tb+shoi0gL@7<`Ucz^vqT5G3oZ7?pf1@+U>)8A-B#N22$cit;+{*i0VEYuGU zu;XqcApY8h?mrj~WCEVO8uyHAHu7VRzE6=Cn#fvVgZ#}B85*oGgPUP>Jl z-qxC#r@Ayn4A~Zh(emZ*F2_bRP(;V)XY^qNAQc zTqy0lD%nFfehK$^?gtlQoNAm6VaS;A934;z!B%om@1fdRojg2YWDEKCnz2${LMl}% z6iegi2Z(Y~R*XT7JX5DpM|#ps!^20RNSj4tAf)?cBMW^H!hzH3X?(EIGD>H8Dr6@R zLKh-7%B>qFs*hxB$tG2O1e#XV@J!SnC=kdAu29bj+%(t>y}`H}IX^=eZVr#vva!g| zCZM~y;Rl5Dubyw$N_BaE9nwd!Fn9bI+}BAtt~}<_Q?zM+`gO=~bneVcqGy7mH*A+v zc;>>W`JF?cYD6ysT2Gq0(o669y*+_YgYb6ygxZ4GqQwn(x772vL!U=}BOk_JVQhFf zo1xPo(s+Xo5dv96wQuM;q{U<`qns~Sh`^--g&cJ?zyJoG=?JKq=)^MgmZNs8i0}WP zlkw9#P3lTIcVrZBrb&=HsDq1S0aX)`yN+y_XkhyF!rUw`Q4TqPV(Wft-q zZUn&RSTU>~2Bz`2OqRx=G`XPdpUS)AG2Du#A)4$}(w07!H_S;qtLZpmtl0JFgtNV=E;|?(IjG1`KY?T#I*Y$v=lz7FKUJpsJwY*t3DB}T`*zW_5 zC(?59?rh;8ILGyvkx=YrzKwR2KoidQ&+J0ulHFW9@f!-MbLr>zq8A9$%=2Sd z_B<3Xr7+6eO`rbT5y5<2rqLCp7NL1%ZIv5fb36lusT0*k=F3wdW8WnCX4G?D9%+^z>&+=60?a0t2Kul#2S_gKRG6!Xo%L;TU zNF-&uyW}M!&aVCfh9Y&Bo|6bh<%A(C53KQAOBQvXQ6p!CeXDBCB1{l#6bj6zTxV%w z8}P;5ZFx;}JnwfL0LOxv%2^8-U^yx<_MmAV1HGpBBCI*cV!~*D6C*Se@0FVWov_SK z5~%xv|GFXaA%MD#XM+WphNrMw;iLnJ2!@kjAc^L}JUCz6D|d^gIBM0n>cL_^w-6Yb zv_F*}o}RiUJnZWPUff9`dxh(C>qZ*aA18>>EwYwA)f>BLa=1Q2hjw21Z%b0tnt{YZ z!@|(si!&o+xM}?DOz2iNTHTj@-MgFyK#?l%ihzjQA0?%w{cOQ&y8!p(P?k;SK&(<8 zL_az*@&O;|@%EJAfnnc=6-4a^NxV$U-?`7_;mHE^crO$vnSg)tL_PHJ-}j3Dw%rqe zK{Mq&!s!`t`Zn`$Wrw5W4s?{|j6+o)7x9vke*OGO`ZRn@4=|1}CC^HBB=v{ho?_pz zu=4Y-DPb}F1Jkc6 z@5E2U)ecM^RT6Q3{-Wp}I@S9-`!sQ4<1`WUb1nnzhz6dDtN(zlxJ5rzT8S7f&A|4s z6i#PyN6fMk79Dkqb+&|VRs7oIVuyZ8n&x4@yso)Aq=&eNs>B&?2JhUx(wSj2cCNGt z-DIdGuq44YRhCR;b9^WXlOeo@R@|2by^gnLH9@ta5;jyY z!#l$$qt;-tN-vtH2~}+Sjm6$m=i8H&ntS|2S5LjgcXkXyZm(2XStkvSMcvw44&@T@ z7kyrNB3imO>{nua4<-D={Z8R@ZE2t#gOsx>a;o1UiQZNyDy>RNAgHoS(Qt40P$A7oxy;>Z~UaHfGI?C*yt+?@{0KeH7%~5dZWu-qh@4q46~t zsL?)==J6`0TPOV>HB?gw=_WiXx9~TCd`xKf=7_Mkspkpbt*~E91fze_nIETNx|p!~ zDZdN5s0deI$CJ&fs3MKzpV=rww8=h-j?yW@Qk4Ry3~xsNGk+*p_$XDaEeSk<4OFD+ zO7N8+n@;P8kBLGtOv9UKz^4=SF(+#EVdOGhOnjKct&xkA_;UhrtJ}@bM8-w4 zD;i{}pK@5GD&m?IUd_nT;!zcc-yHb&APZ7Z{4qd+Z9r^=qX!U0N;8Uc@Ykulrlv$p zfAyUw+A48^Uy~MqC1Ja$#&47ScGm}IN*Lg}CPt)=MnY!z*1vxzr4^NN)O`ZhERC9Q zAo_sW6ImzAEmIdy(sUT|-jt2v7%$DYZ5 z*;zWF=trqLDb#1nJW)l2s66?A0kA?UaAgsLNoR2c%}N7eW`1$3(Spa_foykxMkm~3 z3pXe{GBRR%f3ah@@(gc7lj#M%C+_1YGg&`rc6 zfW`x3g!~i&cmFpzy4t!6yl%q!FH&x9EyTj}*9c$H-1emC0U$;M5S}j**NNtA*2AFb zoXOM!eVAs0WwLAd3JoX>e{}@FL&^d;yn4_(yuhzuk=N7ewwLZ)^4@bj>ZnVH@pC>e z^vUDW)J>G@ZB}X!QqD+=D_4pCbvO)s?%QFyKiw`SI^BYANS_2IQ00&{u&4~+ z&+QVS+-@gc@c0fh%G_FCwo{8v=MRYa!vhGJ&Z$_hGx81FTgtrI+w6kW2j^nw2)?W_ zeV(@Hiz>1>MV(%r7l5Ub%T3wh=2y9dvgj`YI~}R$G{tVVMCHw2Wp7JJsGX=qpy$&P zv57W2sjZc`w_X=7d&X_L-=rmWR~&|Ksf}1FG7#zb%4eGj7Q$@Cvf~gFJTt6&w~y zK|NYz4_nz%|LT`qZKIu|?!5lfmm+n7;O*|iSHvb8Jm+ciO(Y24Ab17`k?~OZ-*&4j zL}tvr{`r03+nG%Q|1@kDK{(5iBK*F>A=ti!1FuCRN80IaTMgWjh5^u*c1D|Y`Xiiz z>&w(R%rR%L*3N6J#EUt-Kwp4LnBy@_c=zJoWbC3S(kTV13w~gCcXvbh)zbI9L8f-{ zoGGf)==9D^KcreZ$FAB%8K$h@jEcy^TXgf44Silc;NN|^ zvr-~nx488mX>^}!HNpBE>o1Q6x=Nj!2pH*?!n$pFv?wkh9UdVT?sDvfZZvalC3B4&SY6i(~unvh5$e#X(3iK4{zr1Q{FWKRDk-Yu%S_Q@F?nPo8(KJW6m>6b(hoYGvC8gmP&V)nINR==Q`Tze+F4qP%&MRU0*wob> zs^Jl?tkPhJuR_S3;{t_$|eWPrmao(rxY(C@rY5Vbf(M6lNXNA!KO1ado<|{g+`n76eI878SlWPbG)sE5fr1_$59lUGb4RQ_y%D_o|gti zfrE+__a?n+)ugRcelho4I2(x9_)9h-USGwIFC6C_a*yIID=gb9oVso>FO4h%su+5Q za4Mt-_xqBUPgc#Y0=%y!86%j6vg(l_K3vGJWxZ_}#c8wU^) zS6xF0Z_1;O|1ya5=W<+)#bbj|9~rnbMk~Dy;~CTfmhM8{H9pKfaym*979YQ8X*Xja zFEt!h4D|oaOv4BGBVfw)%DN2>uQvm2TsQuS=|(s%t3L^b5c>X1y_~eF*@>HG9}JX` zOw>E9`{++^JGEAvB&chr%GqIaX02I9#$VAUFF#)?9((o5A-8%U!Mtzo zkS*^NuP8xB!!32P)vct-%8{aR>V3~8W$KR?^ZTC*$32bAc59=;cvM1z%4#cScUjxh zxRt8K#u|3g9f}O^Zkr3Uhwb|Xta=;fH|WyS-HIfTReF?d-`6(nwV@M2+q^RvS5{hX z8#Lx7Eyt%Y(W4*5D;|>X@fp%Shcg$B;zO&ViTnA0o=7X@)Ur{%XF*2KlH6&OU07A< zNQ4oSAijl-M2cgG=~XB793#u+yE(nJRq2{;5VhJ>D_eTG!$Qx@JA|Ke5826p&VPeL z1Br%9=XIZsYi&Q*+*;@ZO=zSpxePvrUg*Q0xYR7%;5hB2bup!SnNwy})}G+(PNdh7 z`2@5@N2lBwW_rMqN`!PjeNyI3psQ{0-X8Sd5N&+YBU#6E<5mv90h*D_%*QkRrJ^(O z@wB4{tPqEuF>xs`53R61Dww2}*83%M@Y&*)sPw2MeFKqo<%$TjWIFxWbg`OOBC%}R z^94_Q{@^4ZiwGQeok0~xhW+bSHPa7maoB%v*S|BfKU@%nN9`9)TX-j=`X;QhV&&-E zfj^qzSDc~q37E`Kug1l23Jysgoc5miWU zA`FiIn8WRe8O!(O>iqS~gZooaoxY#(MRmtW@u`+ak=|~2=9>7(uEp(H#qumX_JN_# z`&4e&E6t0|2tE!eHO3$?WQqLdpVzi9#WBdD zS76*?QnR@upvjoKV^X)8Yf||j$$<(4{XfgElNZdz=tQK11K$5`SrSly}g6Zk0$)pyCF>+h{P3(6>J7fiE+dXjRKQ>V}e zN*PXz=?4mIud~n@&Kgl-zOAHV6Yf8 zMJ^r4w=7q#^y{60kzm=*r@jY-q>k1}^_3raxf2bwANpRPZr7zDF@E}swdAKXXkl5x z&i)E}Q;3;k^X)U5{9-xYIuU0AK~=6!#%=ry$xm&gE6v=7C-n6Qx|N-zFUI9PN9{DU z|9m9>hPwItm0bLWmRFZ_s(GJAZOp7_7^VI9$2k|5Pi1&`_As?*5G+h0rkQY$_oxJ#dT{9J?!OLcb&gVb=+&?eA ze{@MUf5LQfJDoH*{&6e*MZx0FZ`D7(>;@3Y^f$Qn$lxc`u=rTtQOO%#Kow*C0VLNY z#TWW3Z@=EQOB4na{9g5*6&WdC1gYW2@j02ZiE()+?K$@5W$~|0uWP`WE75BHj{(+2 zS^e=s1qVpq<^j5yw7y{X7;*;A0*aoVZOQv)6lCmy zumED7+BB_l@7rRnX)pbzq&hQJ-TS}+d2&oD=_tJYg-XZ55C$uoT$B(JpM8f99trJ7 zN)7{$Lbt)8xh^Z;pOzlaP_#Qw@k3OVd6GJf8C9UVPs6FpgoUK_k)f8uJ8`kOHB3^w~e!nn>cP>QKF4jmm`d)x)+ z(xzuo2jRW2*Pt6%Afd@if%qaJpm)x@_v>>Ivn%~rXIGa8o}tXpw$y{oCNXvd7E!+v za+Om#p(^ zDo9iu{K(r2jY%YY-DpEVFjMz&yQCH0KM$qF`&uqtB61Ukmfta$z5M|{N)&s;DmNl5 z?dC_?y;f*2vnO{M4WGbSUQkhE)ej?r!&J;P_V5=+bKUoW#fHT+(=rj5Ps)xtXm18k z%CWW(G?b`8&?H~kQ)EToi5&)U^X+2F=br6N&nMpEv6)6Qx0IHZ84J@RCkm9-_3e}j%nRvTph z#QO`#sg_}``PJspEN7Gg?1Z6^BZhf5IRZHaMZkW`iL60??c1;DF<8ZVhmX*Rh?vH2 zK!79h^oyrW+iOHmo7~0(@eDj%cR4-OTtc@o$x6B~G0o3CLqga{$aE~b9+k9Jg%}dV zjB~U25E61E&;M*qOjsjQJlUWQ)EWEyd3FZ!mD? z)6v;k@`PtS%!nDGT{}F1Fa22(`YV{va+>=4^n9p>(LCFI3PxR}R(Cp18aM8zSg}ir zOv>w1teYg1n;o_kOD44VbSv)nJZ{Z!<7A#}uGuJ^W&g~$+kMxmESjD|Hzg#WN)7^7*Lf=Dq+m?J!_wIj)x!m%{x49$9=}h@Xf>I*}ydjd5Hz zSi*m zPw;P6tggnaQ`o^o05P?IIyf`s_`A#pqwQ&>W}_e2xDGdUdOv%Gxy()3`y^%NMkUB6qH1SK7J z*a1E@4h$=Sgv2}m?}RZ6RD0&!uGy*s<%{xRZ&SMkl#H{NA@YTkm4?~ z7tfPENg%ILJIDK1=tI+}xMJhah-L7Cn+r^Gv)G0zuhK1 z=2!TQ51{9FHb2C&UQt}E*h%yz_~tm0fZG&6BK{{Vj@!yC`M1C&Qv0*#k|2u-g^*|S zV2sAjPfkW-Iu=p4f|$ zVAHGZ>VG=9+!IE_#nlua`6*NI6VU|%wsbTPD2bA$2Jvi8TU21i&H!0hrIe@tx;>Lt zAVFLoNWWNtl)-|(LpD70Kp3y=M=FhFa4b0h@xr!!XB-QsH-HH|B(t@(WehSneiR#s z!n=xukv(?>dJq~oR$psCcTBNG^Z|nEw#chv=B$yy^tZU4X#aq6XaLCqreL#h3Q_~4 z3g5=H*Ae^%ZL5Xxcr;tC)>EeE1T~0qT{_%MK92dtmR1HCemYB}iCv{+;ER5Pcz(^k z8O&(`6YMvzy*+N!TDB{X^pM+4)9YoDCz~XHb1V1S1O?^NHnKZC`&(e~7^87tF0yKU z3>9jidXZ9)g0f<%CZlR{O7hle?}uXU^-_LPhL}+%9Fa4X&?OZa-kx0Y!mE_{%8vmS zc11HEWiCd&6lCTnER=3XWrXq=S<9zZi_x}g>`ia z%vF(XYLb~h5^>Yr&JvsObnqDT4$f@OKj2P0$a!7I4w5j(bzIqD=WI-c-ZMW7YKS75 zb9`xcx1vtg?hGJu-g`Ft2f-9j(|6n7fLOvCsB%8gzz=f%W~LjAc^*Y6jCxDB-|2s= zh=(KsL3YKOZ66wO^o%kT?yGrn_Tu}Jbe8j;ngu_}Db<%)e_xpt-HE-2+%D4Bniz1h0~n6|9Xi3SK!dc8<^ce866Nl z$22`WJ4@eU(qV+eV`PwxhM^1pWYwm6q*Z#aZsd5W7AbYf0LjYx4U4q*>CRLXvtVjk zS{as2T)SJQ3|)Na1+6wmbkk>81@!?om*NpgA48{0*K>{hx_4B0XIXH%m3EO{-#-5pEnl8nxrMvHsIQH`c*SIPypW8FG zlbcs|UQSa`7q%{A9j#awJwJb{+wyPOvC~r@gJrS*c%*Of{;8ZVC)Hst{6QcX(y!co z-6idAWM~MV0b;$lK3rCAwttLU;0b^K?t5|`9+a?G&Ru}z=lQ(f7qotjm(RRYI#UkM z_sxn#-eX*bh5j>}^$)lsI_nTqP&X~lFJqc?;k%G|uta;kPB`8;`_X?E<%E0Hia((j z$*}jrD;rsCpC2^dbRHKwpT4Q`Po1AC|6fQ zUX0;6@+h5eNJ`_IsY*TvZR>`Ek&ji6l?V<^*U3(iIMrcYGx0!#w>Tvdg51nB?jST1 zf!DYxCNJrj2;`-(n88+H*U!6^gpE9E5k1|TQB&!l_BsmzVM*o^wq?no<{8Cp8n#S{?R^JiDAxm; zTxVO)YH=<}N`Bg@ADLrT6GK_bc-nLE+SF1_89q}<9O|e zRd7J4)~-##dHfm()tbRfCg#;Hb}+Qh)d7!)F>;8MhdHa3ivzApqssAwu$x^F8N_() zN28QK47Q1R-;3SnB;9MTGljO2HX^zAiBCfm!%wk~amb{|?kbXY1a))7ZkQM{1k#w^ zvviJ0KbZQrCLKp;KZp$_qRrL1LY&ZHGT~ABFUsGXrs{pZUUBPCN2zwdu+G@VX}piP zpO4rk3O_3F&svLOle-{dohqOwlH$FvU+v;Vf6Sy24W|Bl>#Sxdd9pf9k?y8KFn+XY zydAzWj%%Md-&QVBse`b|xtLg3ih_cIC3j8~B0bJ%q8#I#dIJ6FY)UwKm_)zCjGx>T zEi^pj7ye90e7rjmW0W=CM8?~ z+O7>a27+*@*dHE~fEY2wF3HYV8TXH$`r#!*Y+Gd~)9EvL^YT1XY*)N3x6?ie)J8;{ z-l|R=I(wo#J3=x*lcoGFBfC=F@NGo0;R|dr-}S2wYD9Fbt%2{Ru@FRcPZA)iwPOh* z08xEg^bbT;b!w@Vnw{)d4M_t1U?hZ7b(E9sLeyvO-oC>n*_w^0%&b38H$1=p3_2v3 zP@tfXcwt93&sti89ay8O0b=iE(zxOSQJnD%20X;B5naP$APbmyW4}edSB&FN+cx<+ zv~<Hl?;-I}3?~R#ijgCt-E{!%l~!n%dgCpIybuz3AGVGbB^zaKU9VEX3D-WN$(%ihUs`ijTJCDtnK) z8Yy1{P`z9KPW6u4EF%lW_froA?l^6lsSvrq1*&_9ea^Acru?I<`k$|lOfpDi*U5n$ z2zVeqM104c_17?gr|904UwNiOTz@J1Z{RcQd*{_>u}C0BX??nd%nBXeo`NlG@UXkx zN9n+-*fTsGNDGisHkG=?B5My`_ynMv?remy^CHY>XNm2%Jw__IZJQqP0;7YCv@VPwFb9o(g?j^)0LBiJQ;txSV;R+RF@&UK;{`>uWtMVM}Yn&B1Wv~G>I=yzViEh7neY~O>?dy1z z4K=!|t`(RRceSgjX;q=ny4Z?6^f($=$rz}6O*9GchukP5Nd;c-ZcBBIOTwDooEF9!D@PcANQsFMVmv^4GLnW#fe6yDS5Pt1N7 zzF>MC@qj8Klp_<3Obp(S+MgqaG$Lz}VNmC7GLp__o8Az+5c;x=hs#8#)RZ(L(Rxz&W;;;a8%6OvgjRqH?>qEyrjzdd0H*xRj}B9xymmd#osz(N&q^mY*eAjq z=J~h>#O&M-8yqF^pOJ!!UbelWlBvbfmTExwR)XY3q*Gwo?M@v*%~qU^9AVj0Q#b^f zvryYubPYDzMk0givhwU`Jjt~5lFrVwDK{m*u}1^a_MOd~T?u%+bwycK6C~fyWLHXo z#ZsVDB@k8IJBWw(G1-KE@Wc)4etlc_?%kUmN6`c(F087{?Xg?!4dRIas=doMAbZni$)wDQg2Zyb0=-nR8t*y(luI{dM}2In?o?jEse zKcS*Fg3K{X{7j?zZO9%IyUS=E0AGDBrp|1A4f11lvsd^Z zuH+1Y^JKb3R1_6IzNt_<#Csx0_*qd`m+@Hu8WyDw>PPudBq-{Weh1dUjSR2!LtI`r zHjo$`@q_n5n+3{iOopQo#}I^U2Uk)oc-}Cy9*3UDII^C(o*)_2d?*uyYZ2Z|GG)!N zdBbB;f=;^CNtoo|vwSu%hiYMJ_wqYFzZlz18Sl;Ji4heS>0@*2LaaSsG*x?h43)Kd z7r3xsS@fG^gHmI~WXZHOd|sZ;k)}a-?vzQFNn%9fV)m$at(|5&w%u@3_LHCwBMZ!g ziKS5{YsXoxdf{oM8BLkpTog#VTaGRuU2+O$=(^>ZW3`g-dN@`O?rD_0k=)2+2(Mu!w^HamL~+s z-Isso<&sQ-C61TSf)ed)iPiEavm3w~ySoj5T|kp*+IKko zr;Ql1ZGZ&Fi+1;meN|B$2BKSvH!UL%lUg>lv}0PnJU_6#_NpNEY2+jMs7a+y?0W7R za%w`lLWX2Iy!2lLZqo7>_F`rOUu1=t1KzE+Gf;nME|QgWUs%$+9PI+>Wc$(jr0rth)Q;%uX zX0kVt&wH+4lAllMiMO6^+tfV7uNeUcCG&K<=^#gSd421?@%4(C%ES5eL-N|z502;= zw{i|Ek4vlN>;0*U3k&YGe|?<*YmG4RY`S6NxBy0U><>G1 z&4j2!!E_-p4^V?3m2z|Al1b%MFu_jGTb&tp>6(olpPUR`1)ZDmG3%JR_e(;rltWMD zeF>ZwJnETEeG}>F(u?G=T67!3Qc*?R938{dGJw=X?ycyiP>bjRW1_ZQ$YJ4HI%B<* zRGLkTyT#|E<2;h-S5w+#Ei(O0l{~;JKutyUCMCCgXQ{#jC}105qp&Xf5wP~|<+U>s zCK4Ct26W1I$HHKp9rJByX;qys{-8IPmTHcN(ULQo<>sc))KCLa(<_M$mKb7-BFCYg z6E30NY|9bVjGrEVC>T*V?w>Ck2oaCW>)+SW%p)T)s2QVH-k1J6dif&}A}tOYgC?5H zxp_?`UPVanlh^`g+7zZXN-El_OB2!;fNu1&?h~*rI8Cr22U1i>>Y2F;I8stc4-12& zX^U3`bYK&h2<>Qzv*%SSy4^_l?UZSnYge74bFBD&ukoSQuQmSVnYPXJ@!EkYXj4wV zO?1qeYL8!NCcN`wxsQ8vIty7hs>=l!YMB7&y*YsD)wVs-wXlEw4Co_(@`tMB(ZOuv zSkFp1(_9q_lkZ{@Ool)JwJ44dPNCq7Dhb1oiu>4iN+P+!yMqtwIuIDu{5m&3Ur|yr zR30tRoc@2+2la`d&V!AKX1o(xKwh#z12mKT!~I4378pM^{3vJvlUIf+rV8Na&zD_y zF>eUL_`@@VE}9o8G<0-1U}8SZ@uC8l3`Rg22a^!H$6*JYa;bl)pTUHZ9Iq%~-_<^Y z0$2iL%b^e+zb6ladZmE0*rJ?gKe(6*)>)hF0Q(EcDtJRBn~KV%kFJY{C)fvO!fH)x zuwmtX{rcqqG*V#_uDf!eFy6t6!vnoLT^p9bpp{RUqtnqn3dW`+m=$k;@+1I`pvD#W zE=W^Ab^JG47)L6^^BXPP8|d#Rc46s)q29K`ZoQq0vXGnM-=6ccCgcjH-PztML?>kx zLNMSUZtOYSP#1mTVcXKP^W~clG&NV}7Rk;(iGbhC#X8ztWPHE?)S}L6P!$F_C0{`P z{AcA-wM5L}K#qOXosP?5##ss5xi^ZI*YbAcxxm~Y7OI#Kot&*bNULnkFL~6eNKHB| zi2K^8u&FW*uh^WXSc<17mr~wrAHkgZJs!0=oz!lMSY)?)F;hi;L-xW%xUg8eFHMa9brUsz9I^U&RM(}= zXNup2uIr9K*Bo_VCofUgPN75GYsoG%5;^CtqD~yJWbyY>T6&q25r=GJ{N`u7NOw#~ zQo|R*i>(-7;C#i7p#9_r_bGVDhI*K^pMq<-`e-JZ&!dT1JBiugu?G+$OwSoYR=>52 zay39oZrKE6>qX_|k<5YTRBo3ubGqR@YlxJKQ5&ev zK2;g+M2qQE(KEmWBI41vDqjJ#Kjp1&hcIj8bR7eA( zEEnZ5Bo8y``zgBa%S@(u>L4m+my1sJPG#QP!>+P{0FH8%5>*6(XzaeXG<$()SUgl+jg7)k%Y zGxpr!MQ?RzbKSvSmLJ`8DkhF_hawbaoNR%#ri$H*N&UlhT8!@JThF&nmZR}`nJQ+ z0ZkPBptQT~Lf{e8HKBAr_lsvs2uFZCjqfRz%DH>;4D@S~?$v1Xe=DY8RzBdanL&t0 z#u*EszPuLX9=Yhsq2jZn4>$^!?m`a)ve^ynzU|ieXte>z6lyUQlj%=`^=pn3_cstR zt@|y4PWY_XH|>Yx>m$d7xcTL`x|?}AQ`Un!ux5*Xwv;d{_TeiWR?{M2su$aAetUdy zLE2rk2e$nXX?cq*0(UOV&o(Dcpaqq5a6sn{h09@*RrNz6AvmlfMOo@eG^@4}1Mn6+ zont9w(7En`Tf`!dj_MDP<{wqUf1ojtlemCBfnMiR~xDJk<7G%gM&Fh-v*^J}XzPpHu5JT4bOP zPd1mFbuOCuJFMu4Pe;L>O2Q4LJLvs~3qS|G)$&hvSUAx?*!1 z8@PjWOKIebsF@O<2hoLLiBA`M1{e|I&q?WD^DGPLe_;pUqE>S1tVM%i3!&`0XEqla zo`qX}%<;_8-GiJU0h#BZoR8#4_D?kye@>`YKx?_Ms`LKoUw>Z~)4>qE6q?J0Irnkb zoK^kY`n-0=%wgM?PMF6MnG3l|aS6P-4At4xLj~B-uX3W|FKg)WJby9i*je5jN)*%B zBadu+T-p^=Hus{K)t7SV3EckZ?a~;!!}=?)33x$u>b_e;be>vRM13%~Xzw}v4-+#k zfayU$;tPn`5XaX0z`~$W?VlS&Z$S~*J7UtC@!cVW1Wz0T6^X6cBImJi) zp($PAlYRTxhmzTDRlK;gG#5Q8JZK7az8{d(76w z{-yLY0|fB&GsAWrkZ(`8C2TrRZ`O& zu39#_V$nw7piXi+AV?FfZ1B;J%$}pg=I&b;SL6p)uK;6&$x^zx+TJ#eKdsH$Q?ByoV>m~E1m z{mU-omzNOQEj$_#Ui2~8_7|9q<%jSmVl(N!2&L5=rTN2A+6x?|6V?C8QJR`6t&@|} zvrkYkG<;wEQclB4ZV>NbA#T(nS5wYWRH1;QTT*&3+b7nfSh`ZN#tT~I`85Y&s4T94 zf{t5JANzQmyeJh%cWAIw-X)=t3gzEXz{}QVwp0!zGyyLlD82OuRd;ds_E*aA?@S)Q zLjZ#SUm-i{R`-j1w%2w=-XcA%5*#_IVgapcGpt){idUt*1hEktu^9SZ= zr~7}HV%R4W?qTU}4xXmZU2 zlXUDr6e3xmOv(e~#wh6TYd&46m6g*64mxEO713tr18WQ{0G{P{cZ(!8wS(EVKM|aN z5{v!rtO>Z2Ks2Un(oYnIK!SPDb9{U$5HNC~MR(kJN%iWL%4!e!1i1N4dqOciqiR{Z zDh;~8fiegT;TDnM8AcHCr$e&yd=9};|8Jtw*nbt3+CBaMz!vg~&Ls2&^UYOL4Sxx< z&c7^|B`Yc(U2)L={(<&qb6vb=k1M{}is8GNKhVSG^8Z5*%T=ykl4u{LW2Ugjb&?tt zR$U{h5Z%b`o7egmlx@}+tOg%Yp1)GYRFWC7HZP?%jptBDa67Y6c3|Ld&@7CPeihK! z8F7N7nlignb?xrVRKZXmamr*>R8Y4s=y%T#I4%>>m|73Y*{{N%Ncu>`Q3Vk~y?wK( zw;7k;$zI~~ky&U@)eP?AIZez>IF8ll_cXx5C_9Kg|GZpGE#d3E%GQNS)z`kzl$zeg z>v6ERjlcfm+v_2F8)r2YwKOmnQPQ+srUd=`sJ6OVF<4zyKl}asiyh(IU)Bb;4 zS6@kI=DY9w0R(-4I~L=+AOriB_~VrgSj(x5itKH?Bc}i z`M9XC5MqQI1IoY7`4n*|eG03^FFt_SoO>%mznJc68iQjrmL&`~-OBxb*XPdAwfpB& z@uf|a+}zy4+(W+7;^ORhIyH7&G3(>-d)ysR4kzO1L|I4xx25XAc|KvieJl|I*?-P6 zWK)Al9+Gyj7j3}ZhV*vPgL!ZSx>q%sU$2C-ZUO17?PT`I7R&KfAm*VoW9BDn;vv1$Cn%^K7B$aq( zafedHSb0&D%-16T>`PrlJ(9nEe^|uM4FmYVv0;Q z3u=Wa=d|=3d0yfx@`f$n*hImY_sUiwjWZ3y4w5v8^$ez3Yb&2H1)-h9=ERBYa@D zthNiH`!F+scjp?dARy8Jwv~ly6}qQ@V0w)uVbMdgfavpn%ah6bveD!_p6^-5)>y$9 z=x7n)WND9pvmy-*O^DOpbY5_E2l4CO$}ad^EcmD(?`X$wEPd23jg&MJp61(RH@Aal zPF%ve9t>#Vfmc?Pif!()7?VbRHM+is5s^A(xiHWm7X6ZF3Y1yvMy zl*gR!*O{Tx?MVLfwF3WGL0BMIUBR#VOwW73sQ-fo*KC8DX@vDxb;&^GZr! zk#l3xxJTClUop_3Awo?a%*Zj7>&SuPRIJW5F7$^fWL%NEncBRaD9%|-v_S>jE*1u= zj6m5o4OhQzWt}Si=xEH{UYthvk&WOnYlZ3EnJZ|IGhcotvLUbNWA|q{T~v49VuCTr z&Qxk%xAqp3iL2DcQy3saJR3w>#w7pTR~0v3PStVn#b+vBtL5I|EGkj= zW909w#Vpk5dx`fB`f2crN=m{Ua}G*}-Yn-;j6wn#&=?g}(V%HfXTesJJ)~`cM$DZhm}ohacP+&>Beoq{QtG2D0uz^85w~DpiA) z(;=fg#O1SWxt2EUbhmAq>lLDhLijgT-I;lPyoTNI@jcLR&k8qSv4Q`g$*sOiQq`W+ za7hPd$5h6Q1eshA3pFG8BX!NYAwuH`qyy1jn8`*^kj|--^FJ#Wp)h0#lX_E5s$Zd_?=~eGV>2h`;~t2=d5k~{!#6l!V(cg0A)x!%?i^$*2T)`6q!Jk& zTdaTzVqmsOg$f3SPt|~+%=+BEbiY?p(6YxOwtOYY9y;Pl;MoHCfHd> z9-*=1nRPhrNboOeL(0R7t$eSbu}oE#mwR0}xQJo8Q5>cG$>nxpYC^uTs!U&H#Qb>e zqF}td%a1aQ0YT~6)(|;8OnC*P(gk_JCH1R%x``LFXl#+D?wgxL5j9H9bvbd;L=*8U zN@ucOt@XVraVfHAaCad7$SEmqns4T3b=61nu*Vr>JG^CU+Vvh)%ggz9%ZHF^aH;M> zlOr9#b`^k|d23urP6Z2(MFD;HF05`pm@Ja{;0_F82+68ue*cod7Yz}X6l)DNd}o@@ zL+=V*0v3@8a@zfwN(14aRz6Yu_b%HD?d{0|kHt1oh$BsdXYM7)&q%c0zh6}@W9%K9 zOWa}f4(m!YM#@D<`F+*?gRt|?31SJG^}J2f zfmi(k;^jIRQc_xY;c`%+UggVocdDfF09yNn(Nsp;J$It zBSo nTbEH)D)OdnbYO%wy1I{MmZ7sf**+@AP0k|3g8LqC3m&&k`pbTXjy!az!B z{vLT%6l>GJ?g_cBaWN8uPxeAKxDz4sfFfWtGR3pJ3Qyi6If65X4tdwUdEy5F;IZVVG z(^ItrD+J<{g=DL~CR;df3wZS*J9Ve6evXH!Kc&_)dtUzqDo6xKsJ!eVB}z94H(SOR z6G26Vfr0wB@JrJWczCoD-1u#v+{Ya0D}M=_Qdt(@feH_;h{AVC+;Pe|2tLv>N*i$B z?t35pbbCThT5?$Dx9bFGt|BYL_usYp^ogU@rVOe(xop`X>E9xyK%b$89Jg$mf%?UN z`oQyoJ8u$LGz`n-{ks4#QapQw0-Xg&Nk%<(E<<-@Y01y}Pw47QU3RPb;7e9X`Z-pq z_^(2^U~k+(cvSops1r*P=T?15`)XC`a`=sPs8Ve<5<1+cDyZ+80navj4#{v*ulJ^m zw8QHB8u|1VW#{M2(I-PB-On$WVFS9pK1F<{5!7$Gv~PP{@e*DNktl6>b%NZw>Dqx{ znaV1Tz!V2{Xz!(W6Y_a88O9N%;hx^>saH;Iv-`A`G8&8CPGWsNCNJPIfdgx)W$C@J6#<4~Mn=O?5gurC^GfKt{mL9L)IrXgeML(;Rc+|jt)!YiKH zpepMi%k#i;OlJOMK2TD)IVV7BHNz65pt`|c^X@BU@$6+2CKy=aEC^Du*k zy}B9r+{dUQ%q;pI^%<_~Nx)&k^hBD?@UcEvuA!{Rmpjj;;BO!*iX8SRh(MTB_%rl0 zwtLHNf&KW`1G9p({JKZwg@y95GLr~wH8Z9c?U&18-m8Meo?!n6Iwo{q2x2RUeP$gK zy=KNA$weTh-G?MzKT?^knSzJ2>m+cV&8n;E5@Efjq#vQKNEqig(C#Ft>OsGbkfwd3 zhk#Me1GVSSZtbeEBEY-WhCK_R;;$h!M%a-eo5^c$zDgBOFkqlmZ#`!^-{QJ`Re9aW zd!d@zS980yie10eA_pF#jt>iiH^{D&9uLh|x?gf%&R?l^)P;k6iOT9z zCw`y=*ivi1#?3%KFiF(?nE};52B;ZN+^9m9AQ=^f4QXBQ>utGS9r$S!X{@BglIW z#1cN6hI>@m2Z%y6@Dud0RC4P|jv{Wr_WSgG*OT^#U(n>N<0QE~qX1Lx^o7NmJ6^tV zh=f!>8`DS@f<)bkQ?tTz7*y$!aDt@XLctcs&Mv?gl>9jHZR@q|BPiIW+=gmvRcF?H zSMhE)=-Q+#_C4Gd-i!hwNtnXNod1;ZEFdKa9?stj$pzy&1&AoIss>P?-Ela3{4rH& zjSRogdR>oYjC&Kn?hBas2GAhc=?gq7NiM@sgoycH6Z=A8!j~!-IX$Q(oF}$%|Qc5j$lYM6aHp+)l-D zjK`$j7f`>lh_E76dO59Vr%BvFHgdcun!%_fCa-AsvC7ft6#<*LLM^6B+$4LLottCk zI6E#Z8XdE$o+{Up^Lr(LyYmFkLrTUj1#3>e+dxBGXm9Zy;3?2aky+P2x&iz3 zU%`tjlnis{Pi(hq^qdHWe;7>g180lYr-shAxRluH%o2f4sN@>boE;xYDADxi9>ps2 zH1;mpir^zDqNv{FNHZS=AvA*u62JGNackdRW8$r$A{xK+p+PnB73>jSE^TyN5;-yf zq;Nc;CZNm0@>p9yK+uyJ0l#STRIX(lu70of6;Ty!#pF-^t2HLCB6|JI`7U&rbRy~M zCm3nRLi}N67Fi2HMB6l!tLnSmLTT5%w%yyCd3>K4Z+8PeTV|)|r9mFVv-MFb4;fV> zuI)#>oK3C|WT`(c9(S&!K<_=FtP$k)?IgWwh7YMsTWsnl;|DIpTb}FNo(tBtkn( z#DA(3gGFydVwD@v^QZ%6N#IkjeHaTyHxy}s4prT?|IstgKDaQ9{Y||Uk6;#x=*nod zxFQ2-*ebW&;%TbXKK=bXja8~&%{ zx*Wc?v=%8l>x9qzu6+-PKM;}oVX+_!<6Ed zgooZoh=?Z$XGo+SeSxe{>gO@q+B+&GJ1)ED|LKv83X@FsSg6}vEbn|+7^P^Bxs=vu z@d!MHRbo3TFM*KBhT0~&)Ma87?3YU^b(VZO$fWa)^q*qXGPNA~K79bD;X<CD4-)Ge#;Z6K|=K^bL{j(^-6u8 zxxt!G-lu~3Pbt3ysVy4_L9eo7t>XI`0Z3~|r7fDsQY)ZLf!Sbo8;!Sq`jOh9mMXWgY>X>@qJWsKSB^nXR zXJ^SKaoUedcY*U8ze00OKMp+yI97j5*rW0uSH48B^XStp?N{s3N*M9c*(n?LHUiI+8e*sEB;5vew1`D`CcDY>bq%IvyCmj*xJuuAtC7&{z zfk#ng;p5!y(TZk4+v_a`(y}tc+V4vzhlBy>b$@Exd7<3p2TbX*@d+qT|N8k`L4)xsD zudH3)mjKI8)G$b(r5*b)BCHzrbwMNiJR-5+^jdZpqoP&3Bb|U{L9p}VRX{%=Z0_iQ z*}>3U|BaBZq+!@h>^TAa{bKJwqnCYq)QbQwfJ$j@!1Kt6o;Y?F&ul=MNag4$NBdQTnHk+jm0%q2#`R>2=N(8|FODCP zs2UpyV3ce^oaFV}>`x(rnl;#CbXYlqJAW!XeOD+94fQm*jz!F1^+~I8=0_nN6!Yb% zer*t`YGDq*9|q#rL%*pbqiT+Yt-FeuKV37(QSQQK95EI zs(*BC$+zD0K{+F%MoGsu`sK7kZd;$ODbnKP@Uq%|E?=K+=5c!Ry7aCDjQ&T(TgS|{ zA9DGF+gz#JJLZKSb`oI}vB+s&Ri=~s&c|#g*3=&e(3=IlM3=LA!-Mw#~XYKXhd$0AppWd&0g5jF`KCkmUkK?DsH3LY6yJg@J zqr+eJTxNaIufjB4u9=#wwrZ!&8%@;=I7Qpm#&>zVQmcz(22X8#K=I9+|zd04Jd? z-;+Sdg2{WCK_Kaw0ZkI5Cj;chmmb;yeD_8e=rEw9tUgqE0AfV)p|)L|6GUx?AKA3= ziS|2JIKeM5>((jQ&FAF7jZ-lw^Yc&9<=Fe#dL_kRfxq=Jl&boJ8n`A|IAe4+(0%;5 zr;xI|7C!ZybejLX$X)oe5xU?KQx$AgC*shWI$*H-XL6fp31>*dvb;(Tzgy8uf5kCg zgwt&(``rtYd^2O4E--RX6UL5Brp^Qbdq?dX-~vv8@}E~l;Qko!C(0kUI$dqcIAj{g za;o^zCR}Q#&w)06hf7T_r(J7&Yz$mftZ`9_?u-*MnXG`M&w?#! zF+ErcHJGMPiXE)zZ-nAN4}J{Te}-XZ}Ex) zW$;IV-X#i()B|p)ZR-iuI=LCN8uiM-xpLpd^B~*hUFtCJ9@4|MZn1Y1|Luq(?FEe^dU)b@ha;3V=DT;(^o*{y=sWabRv3kf8*;~MiC zzXKhT<<4L_cTzSkTD?TRuUFh!-%D72EJ4Om=x5TyHZ7!n~ovx#ESNw~HPBR)?ymVWKl1<(xefA(t-U*T4{OQbTX{DuY)m7Ft&0lQdaG z;7aL@SZKaB+PU(x_Don5p*!_+x$`@%MfU`dT5d`CtA44^y+jmy*FfT7nZnc3_w7sS zn(8$mJ!xaVY?lbLl@1%$YR-T2Ts1c~X0vt*?ry4OAeYZ~rs~e~xgoFK)Hcg8BxmZlrk8wM1b)V$Is5B$ zRbIba5a>#q`%JR8_Un=yMal#{^eB&|7wvFZx*h+>Xg3H$Z2pxHFqasIxyR~*{cL>qj5BBLyhs*o zd^ZFa`h2wmt5rOJa&{PdmCLj@>I<;>sf7v(0{(IZP=!f=1TP9){0IpH^S}ozev*#L zE+H6BD0&&hOHyh(->7!R_ttR6x#+cuFOf?Qaq;zlYiBxYAC98YZL7&y>WBYmy#3XU z%VnSiNkQMMmx1Vw-=ZRU1By-qfB3`oRJ+m&p_kEb?4ph=s6jP^KInt30%cGXiRIN# z2j4FF49K+;$++YR^84}6PeR1~uBH zV7qXHH{j=6z;-xowm43su`5k?8$K7;r<4zM6I?xh-VI-QhpRlznM|->p+2{ucr9Um zJ~L@!wOmih!L*9ER?zgrK?{SP9hX1l$6W;}M8%iWHD(}HD)~CyxsXf_e0JulS$|}z zF`4A@kb-muvZ=!@ojVw*w0BeYj?S1UkhHH0Mb`}*cQ?OgVA&d#@9IpYG#t_enk7ZR z0E?d)cf}Uir{wiI-^HcLTP3u*S?3LKnEau@9CVfjR+|6dSvA`cXctiZI!3?cPbw2H z^yr8Pq(a~aq=uj`^8@A}p_3mkw@UJ3)DyQ;_1$#e(x#B#x!y2o`z&Pc)KA&3U=j5y z`#L!&Zsjx%aBkyolTC53xhXZ(H1#yKxa?$%Bh%~*LA*~~OY(h8cs0QdzAaj~jLzJ~ zyYx+0XV-6>6y^q^Z_cZCAL#TKF35Mt_U}fPOvblirOj-3AMkpb$PC#sh>mc9pX{9)e&j4;8`m4 z=#x+=6>dS~Q5@hs7{waK98cpi_jDI9&MQ9CW?cAWy_(t21s5>!`3f;GIMc1Q#9Kzg ztg9-Dq2rPionn(`&3pmkG*QA%X>2J7=)tY}x-J7WY=!metdlcxX}X}`Y6-i~7+G0u zJ|=f9Am3BU!#3R(cPBah9*uu!46~r~X7kyz2-+B5`D3{B18XJZ>ro9f)t*Lr|ykdg_Y)`A#ev|#=4PF-mB2Yf7aClP93V?(Ubexa!p;x1h>erLZ>h5a0A zpXD}d6_FHjlgEu4(h>xWeG=@=fT=-*iz^I+sRW?_*zgMDnh6s(+(f+sEVq>Tp8MZ7 zl=9}kjl3aufz2KLL3Y_SOG^wjD?-(~+)B()yof$eeD>$IG5(MJbP0^_Y$@!-S9Zo@ zA(xcHU7Azf?1QUuDZtl!iHw&B+4wLb`$32M|x$8&GD`H*I+}4tUSv=68vRsS-n6z z+a9T7jc0Po#!}7KBB=3BZ8?WbULq`r;GyQZj&)kWRyFDA}fyEdY3dYVs zkxzKR-P3Y^yeCKBs4Oy_P?uXNFgvZU9vO!yvcyl1+6j-JOhD}rE_#X$h2Y`<5*2Ck z2+Qbma?x79M=i$eB3glom)C)|-@-k{2D$8u(6@Kk3+J>Dj;4#cPuU@)5G^RL472{<9e}{%oH$ zw8XqlDgJhYB__G0==-DX2QQy?lrCvY|25=x3NLm13#5d8jZXkk|PimzqzewA#jBPA=j#ygTQ)UIev3Rzp#^Oz?YXjV!&cgtDge)wZ{fl_@LZ!-abEiYo^pHqd89mx(fhSiTu_*Q~32m}OA+{fgZSP}?@J9b|O%fAPl5w9M{ zzXEAFEya}C8j3<6f(1ZYVg|9$gBOPLAs~tZ`< zE%gGq7DDp`%2n7j?8f2=3FFFV-dA@lf<48zWf!-WO%PS}Z^z7h`B~QtH@5}!<$ihD z)bpE6ly&5@-{K=!_IOz8KFrDNJNA?AGySZwus3{=lAlTWv=MUWcWpwf&QT0tYn2vu>k$x`~g7TT!8?I}CV(S-qQ!U{G#HQNkM+m&5ziQno z%J^|A9z_bcznkuXtw!aKnH}57`e|HGE{q7`&%H9g0uOh%!2AT-&6rmR<~RU8$I0I8LPnVc{1jruu5ZK(lF+0yN1ES|I*6<8XTjxc({?^p9Py@$DQ3= z=<2|H$81Ei}2lceMTa0T?;4MQQ=#<`&w-!|gF3IeHe0cmRWO)P0AjI|$)B zK*9BL50buoUlO3@Zqh**I2rMnhc_X3Z}f9{HC9v`f@XwBh2#ZvZ<^B!df|cK)`)N! ztRj=DO<-^M?S%x6K{5uVyA2y0`x1G4NC{AZW{!O$*MH;wBw1T)T-!8bD5-#cd+BR{ zdrd__@SFKXu0!`D<2#mxX~ZWyozwNWqRk=?U3%9e?+=1{?qZswJYzG<@=&hO65_LD z2^`YPhlg->^Q2!^YHb`{j!#+)B{Y;=gt1JlhG~@ejL?;|)qiq6zAeZC_QQyAl99&b zUdm~bQid`&6g>CSh)e&KGK(cNZUn)b)ZQ%~!>0axkwomPs+$$6{=T^L(`1oK@5x(5 zt6n^Hwc1`R;z|PjJJ&N-{kG&9uQfG=rr0JWQt|bWo6;g^!r1J44H@5OdxqbFtljtw zXmaM7>8_k#mR=hPn!8%bRwZcZ=qo0Z-*&%%=X*C8n-@vGa1|)x)Y|7LY)aP~+?^I1 zTXp2v+x+W2$a9QeBPJlKYC^X$ zw;VB&MokQbyWtEzs{dSo@L^oWsL>)*{KW81=0v%A_~c#=xYHRz?J{d)b6YLqz;QY8Hc_*i|(NFGTDxbR2&0uw1#%<}VaZ?89(WZgC7 z_Ko7oE2~*gFpW1)^qmJ7D7rKi^{5Cak zrQkU@zk{RKay_$eCr)A4#b+$)T?F1*v7O33k?S`UOMXB|8_$CC5XUwIFY&C3xeGDx zbE3KIxoU9!;|x(~XPcn%Amq^!WlkwYfB!X_k0`!3_6Vni_$|}On;Tm#*`vK-c=+xS zodY-+bquSQUCgEX27q_kwx*y?_n*YuOMsvzYdoT`X4_=+15vQAS%8*$oPyXJskzY0 z86h3s25%|yPnSnnCh^4C%2CQvLVtJw`{alD-~qEu#cbc}EynNI+U)^_Umu?Vz6F@- z|NC23pvxPNeTy_2=lZzx+T%}&KBmAWP9oNn< zY!2@j&cAE_8j*m=i?rHHB-XcC=8MK{kt2Vy&eU7CbXDDsnuIDM607%Kf$IR4 zsjj&|ElG=EUDE{IHrPKzgIgoEQueAJ(!6Ld^11oo8#Pu%6^n4~FxXy1+g>}xg zgW93XCSOhH=S-*F%}U|j%EyYii(NvUcgFScRZ0G@kO}lHZ=iPA^$~%Nwk>=o(yFgkSx3b`Y0tRxM{)COGpGTk?;|rqhEGDe+~tPfyh{WAzi`1 z(9~N`j~oz3!*yT&L*T=&z}dBoa-U(;Q0xD&Vvsz zqVsr50-%!>UD-L4ik+$gAYJ)1R}GBuG(JHxkZ}bj+2A*ckmm7yTaiZpu{ZG{s=??;hZlK|xZg00`c4y9TMQ8brfuvXaHAuYI^d^NC7c z{G2#s4hEf$WUj+V2=|5}{8doBNp-J;W0 zTfe6*POZ?)HFv&^sf>$n-K*5>?uMqTZ|o(*%UI`|tmkpvZG_(tze?)UuNP@J%aBbH z@%hRYyZk6rSw+PS1NR)c}d&CKya7GXd zuy+{XJ{MEO>hE~4Elz)RQeJqJDC?-?Q1YfEeXNk(XSnXN)tz!z1T-@q%4nZ zHc80+kJ^$K6WPoL_Fhd1TOkm%W{!xFQf|WXMb7v!pGJEOtW4$5nS%Ax9P-KCU?T

        Te zWx7dBW3Hk#&YX73vUECQ(emTLQ2Nnhx zh#I7J6Q=7$nQ4VK(N(4sXhNKkm*>5{eyR;8h_NJ$b~$JB*(pbu*H&j&`kPnG-n(kv zn_wYei;57nktArNmh0~J<4rjO_kO24%(`L2Tq)_HEr(xrCpb@9xCJBtao1xCbhwAk z-xC0V>G&SG^G>N#S=2iyj7JO{T=NG(ZkDQ#oeCc75Y#m){Ld7DpE2q$@LY?|*|TEH z0dB$0{5?D>Ccx#VEOGCY=X;lSR}X{fmr?FR|NYv2EnQJ(Z^dxGi*-ZX-4lZrgf$3a z*TZGn?=g9PB=#x96O~-m+x-f>vwY-RyyZ}GL!4i89WnJ*0GjdZJ{`hsAH0c%K&M#{}HSCU-$4gHgb$?OiP}j zyect~#P0(H2sy!t0oMH6s*m>s5LyvYIBbKARiWAL5;FAa#TAL7bVS{PpUE>y>tV zVS!$nX!aFY3I1e?b_<r#R?l z_Z*ORu(npnU$UiUV6WyCf7^b|^w%azpyTDOM*%IF*pEb2_34_4;PV?*94A z%WE9iR7C(Q+(T9$o6ooa4}B&+Z5)`>9Jd0;EVvq@I(n zhp{J5a{ zt%zfGV-wz+@(2mZ@3mi&?GkB58#(ck*sT+nDz|M1)YGyl|H;j-^{v^m1)XS1IZvGPqfMGEu$-bn4e73+laiGD?9c(rGJ)r6nsb(U6C^fgT9h=Z#oU3g+!3ID zK?J;gCRWx_MobGeHJj`0Wf-(NM&8I0tTH!h>fvOVJ2Ttd@E9xtiet7nY$HK^FWnez zNURvR_HC{5qfOoq5j!YeSjR+Rl>Fk?RFq`iAI#iG?(Gjup1+_XnyX6ODbT@gW4%rj z_ssoCt!0T7o5m-i6?Z!;G2+#4B$hTfgPr#P&#q)h!!4Pgf674wsScFe*IANkUcHsA zF#FzUMPYLHIV0mI|Dr`Ox`OAnfw^^|g=$l1ph}@hXD)h9;1-8@A)oX_cT=onQFv*^ zvm`!0%b*ldO<`4*37q|$u3+V&<0miM^6tZei#HIa5G$k0bCg7~TzMW(P;a_5+%m+rk6Gf(QpT?*@`X7)-DIvFttbiIll%JRIT1aB>W=hQ?t zPCiXdpG^w@fgoV|p#rG)t(1n1K+FX28hDrz97M6QZ^0jt%zf!oHpI#4t*E&87_j^D z<`3t}lR%9L3H*Y;5))s{HhFUIFEuZ%RkjX(bm~f-dq?HC4SK;8zWvK3ogDZb(>A_UvFm3kQZi4uEWrayXiGxWTe%(>hLHNpZT^YaYh-@kwVlLZ&l zW85F-|3;=15}A-d>i~RO545v;^!`4=+SZ!|=g9gsq#CI6qx{GC$!wQcuqrj) z52fhs5hSB+5^kpvaq;l)+r_Z4o#Kdal)Sx!ZY-z?ZjU>u9n2-e11*sdINqtHg~Du( z^~@vq$H^k+L{j=kvXNhq%{J}Oaiy;XD;kc>k4wDs37k+-7YkFp#y%XOTcBeyq7}8! zevX{2?IB9#nEuYc1jgNT{?H86+($lIrn23N-$f&uMYhyL9s_qD2GM;AFx7~X>S zUtqEHwVq|Ve0KLn>j3m@90FgU78C(gA9mjJX(OM!w}m^81Zl|0eF1iWDzLIR=5VQ* z|8LCv>0zjWx_rj6!u`TpJ^r)EE!5)9!g4OFLi#FWAe|Ka6ft#6%DuVj5>3C?WU{h| zK98WNe2_Vq4I&GEtQMfTAAW1aWElxdGBFy6qm1t4L)39Ka8+@gRt1G=3lxY1)<4LBq+QTD`R5Tc-pj?HUD@$Gci9q>s5B zFwE7a*oVjFoObd(M9MtQMvHl_HNO@z<$r(X%KA)Nz53}338T8Kv9Mq^Mn+5&e6*OD z(cK%g;a_7;<JUY)<5Cz z6MoNt9nOnnW^8;ITqEH5b%I~P&5rla$Kw+6vAOFth(0MOO{F{Q z@981Mm?C@LZ_4PeUsl)H5BLcFj$f~@-89SJNlv%4u3eSZsutngot1pD*r<#ZBE!J! zySoCM!%V0KDg@H{c?V1qvY;AnxHgm!M>uG-GZPa%eJ1eT3-~bux!)1f$Jjyz8bhBL z8hDZNbCLB{Zf-(&f_pC7lh?EEc;Wl{DgV8i`P-7$=lmnI9^Yd!nxdjUV}1Sldrb}G z5A@!d6%essytPb7fC%gIs?$v?G8PH`w2JPm7o98z?Y~P8|32&?oJj_RCt3opTp^vA~XO^IBFQLm>7+i zXA5HqybM|J>ptZ21@(~qh>+8+b*TZ!7*W(=<>8>_5{36ukR8+@8+>gO;al{!s*Op?kU(BqlIRA{RAI2E=CYJYR zt1QS!bhLC_?z0XKSG@m8SJxA+<2$L@o0$*67HzfT&KV1AnYxPt9bZQfn2<89oI=c_ z{osi#==ZWJ^GpdGi9EldRq!0&u(K&tuBw$5o1)K*UMo8MqK$_#@5ecz%=@oN zy9FI=QHpPaos7w8H^kO1c%er zZD;*^kb<;R3Boh%>YtASzUT@p;u#n&#`8I<8dWsf@~fmnSmvv3(jX3MQ$g;CKy`FubisN`Ovb1;DxwPh5bpQS^e&jy0s9k1S>MAw$ z;r$VNX32*|0-FZKTlu*vtE6lGAx`;kgLBf}UG=a8JXO{U`6&CKlkfCa-}iq14vtSV z>LI<-ZqPvf4!iEnn>RIt1wF^hXqa(c$&S8B*Y+FD1dE41OonoxOk&*(_ouNBxe90^ zI1N)@qN6*YsC#4-6vwl;s08lT1oRWa9`99=-3QXr$aN1J+px(OQRiGWlraaZlt?IN zE8cwCe1>1}=5N}r6RLghKRUJVVE&Q_C*hYf8BDg*Vqi#xq4>_K{-|_1P||=7%A}$q z$EEhfWq^=|V2am#O<=Q#OZXXs1Z2OIwb+Cq+`wbcKLKRAvw5*gx4+n-mA7V@Av_3% z{V<#LF#u|h-RUrFpm$vjq8b0gx(9##n!cUtOPD@h7sK*}jHtq_Bv!NQJ(YS@$_`K? z%9rdfFn@83Q0#kG9m8s@H1uUpA<#n!tHE{wl8X_?=gFmx`|LDR!;|#`6Bd_xY>JAb z`~la;I@GFe3f5tf!cm=mRUIC9%iaaixX&-U;eBgPeRi^YuqDXj@b6Tq7~w{9P}37) zTmtBmk`lLn=D_B2zwf4a$@`UckU-!}75OMXCv{cn%lPd;u+~tUqwBbeAx#k(S-vu? zvG%Kk7x}w+Tf*Y2RsoWCbm`K_DOdLx6S!OTu_`F&Up~%UU?v*>@}x1i>}2*5guKxM zOizf*qZJ7#!Cnx2#yRb6l(@+tA^h;Soaj9?4Q1UEER)tZb}$cF8wj$s9Vb+a`eM!A zhrge7hi-@BTiMvy43E%IT$O&Oc5?vJ4=Sq^pl>Bx%>(3=)L^U zP?N$_gsqeK=3CLoo-FH91sFUTuvvQA`Z5S-{}Lv|x2ZwT%9V%W=!4@a&HekE+^> zjmGy(I&~O<-lVI`{6zO_aMH8N-uJ+T$9$i;0yI5h2t9(MH&A)oDv)>!&&qOwL0W~d zE{5YPVp}S)YnuCb;rmVR`)*Yha^eSiGXASxc|?Mo3j6C*Ga&n=4mLaKv8BD`2T_=M zo|Sb5k~^PKO-e-&4TC=r91(YYU}73Kk8a*8_EuWIZi{RP>L7*Uh)xY5PTe<(5;7J)qmeevp98Z01aij+wkL$PgGoYW z&tMe?B^$_*V@O|`C0zj_yvE*X`#WUn5J1_M)4d!A?ow$)}!$O4bOOYI`2n-d#To|Gal~Vm-JL$2mAMgj4K^0GL}mdt=!8f zdc|Zp@U}AdN}Dw7BoR3?Yv}!Mgycu{?Br>UFF1EKjvIK1)}qHmKS;}0KvMD9b}=#4 zmF*H&qq&r|?KdO+Dcj!Dkh7^&pGIYQ;h}gEJY$biv?HQr?TT8)EDvKzhfK|n;9%mX z*H{h|{$fSOZUB*CE_H zcuO>UYC|7}$E`nfrQ3w&!M-o#Q)xrc!{I@P=|e{iY@EM-FZP|B{O=`f-!Q2`II0fN z^ zM)A?XYq$&Ld*?3BzDV*Q(b=Of$>ObSd5@dXZQ#}^W5%YZX$!s5ZB}$X)nYc53l4X1 z;O=*LU|u72*(5xCePb5AmE`8xnisCtmj=j9&-pV^OKCq}5n3X*c#di6f%`@=CFR5? zA>xRqtGWrRfu>Y)I8a|Z-*fXtt=KO?z4p7#%R68c$^vdzZR%~}fm3gdM_xvx1}olZ zUKU#xE=wOnH$c+hD9JnCf111ggJ*X3F_0P|XVy2^t_ZE9$``Owm+E?+sg~8Cpb-Dr z;(u19l^GTAx<5$^5moV9F^3OXOQ>mY+XdDXOj+=Q8#q=`4&Yd3j=?XIH}ySe6E@-J zCw+T#d$0%$mTZMJ{zJZ(8=i^&++%vY8>eNBsV?#1A%gcjA>om4Hm!`8;i&X3dCR*a zm;okdJ|iK#kTxHjy>o{}mJmq@1LcFmLBV>IPew_YromysSTh34ZiYXaP|!E+5AahdGOBRtzU&60?W-DM?ZZWWe!(rsMFROTr@kv+_76x!MQeB87ptMA;GKtNg0DeUfGwdl=ZUIlsUPJZhM^F|K^5fz$q?pY5IKdY{y(mzlUiS_rq+ z_*h8n8@tmM-AwBB36MP_#Zek4_G+v@Nsr*W?%@pbx~N|Y;<)91fuMwQh+%zKUE=6g4mrqMcBzX^(MbByAIN+WiNpzmMI z`>`BZ^D+qp4FtQ{-SMYVkKpJ6Da~PQewHm)2cb(ivqtoou1JU1mcl&h@N)J&@4HHi z;J=4pn7z9PX^w(ji6BNZokRw+FmCl03cR;|{W9pdahEQw;B+8~9R({c_d(-5WC1hCBw)+sJ8R2$G@I{A| z_wZz^!M`t4zwtudXRqq|K_jPJ*_oA`T+?Q)uopa*h~ACng-HEUFg)5frDWO)5l`k- zB{R^3FKj6uJo2ZaimYG0M&y=-4s-M4s!pBEUNDkey)vMIH~vIOO(RwI1&d36l|wra zQko2Vw9fYqOec5H)a9{@vCPz$Yp36SMMon z5iOLs)>Rc{i_h(4rCcZ42TM!l?gdTJaisn$(89<+pZF@79V5Q{l@eLJgivtxA5ckx<+$@UAIGb^zwoqLMVgW42-T ztm>{|zKU#)5 zwP@mZp<~qOcL=c;3U3ARAK>knS*+pn?!D6{{ml-LFo16_3tl!o0iE86g^?{vA>81c zH%=_25KEwRxGes>JI;AR}?E?-*WJYqY%5#d3r$IdSUV`u59{nrYo+Glc0TU7>gkPR=&=)@yfi=B2o|_ zBK;$`TyB`$*~t80-9qSERfgs+Qs|{I%Vi-wks-9D&&^bRFWPq@qj;0b8f`YHmd)xm zcqb!~18^j^2!n}dX$uM-ed(f48Nw@H`ey~}R-09c_(L3eyW85DW3A6Y>~`A3027{k zWzc<{US1|+m`O##w*OK>ZrJh&G$>)y@Q2!w79 z%rh6$&pB+b6f#u~d>RqfHNCG26)qhqx8^1a-C|TBT)j zlbHj|jI1k&(kgD`LECO-sjG!C%s207Etx(giO=I%($X?8oQ`XcZ8uHl=~pO4(jV=K zrrA=d-SGGL4O+p}qJIdRT>^#PvXuItAohQAlg>hM;K*ONQJfW^;V=oy?dv^2EYvY5 zCiBRUoq-xNd)xDkq}!9oAQB z8cv-Jl-NrY<_3kla-iN(Q0y&n!D{)Ptt>-mb#5FzuAt|a7to_pJzO^pc>;DLJJ zE3_Ukom*$Jtnw%r@^Mp-a#R!|YXtzh9T_0dK^bdrwva(`X8q55n z%8iNVyP+xFYHD$Lk3spXzkqy*j{$}uRV}Pv2$y=_=n)RYkw^{6SLk7(m(h{Y(1`ns z@bRZJA0$m&y?~I8VQVzW0Dip|9f%AMWgC9T+K|~~-MC|&dthnaVz4jF4~yTpDQGs^ zU48ZM+g*%es3A<|fRNgQCFm0p-+l-89}RyIR>`{$rKP?>F1!WmtZ1%yO7;k$JrGex84(l%yH#kCpUD}$6SS{7lg z&m*rE@syUuAU0$R=I$H5K@23~+lC@G>A%0{rjmPzg}o4kDmudmIh7c87D048QxHV# zl$|?uWXFOs6w0k%s8EJ1BaoT|>zwB@L`s`<+%E^Dj*Jo5;$#iXpc~@-Ip$MZR?sR(e z002PF`*?ye$`xtZQjALwe2GW`QSoPcODMS5RU;$aA*A)2q5E#W!t9HG;=G<=l?UVi z`PoQxmVn_HHb&WR7?zPdHW>{x0I?VSjyY3qjIzJjI47Z2?W&J&w>MqZrkS|tjqQEm z{o}6H%7`QC-}639GZ8Cv;jJ@KQ7_(~?HJSOc>rd3Q6l+5oGJDz{4ap1LTy}mgosYa zp&-(lAD8;^(q|znA-U6C+Zic?Ced*s7WeeN549)2qop9 z8m(Y|$xBE$>Fh|T+5?kz-DJbE{vNb`FcJ9PQ3qyP6C1wORpAO~CbWQKe>4(~>vc^@ zGnR?Hm-WdQ0manS%clo#uVh61!3RsZ9)%6f^MaV@-ddwY^=03Z$o9m+r7V)t2X{rqSNME3A;Au?One#p*W=DCB&|ZYb5p(lQ^_qzc?3=#jad2yZQio(B zjnTG-PeneFAc>azWwfDNj?x0=ok_uu12?r2L#2JD-52?q+U##*r;AX;x@VF@NVTFD zRE-PZ_(hi+$?y(%RTWiK*6BjJ9ViYdY!;n~pDD0@^Z4Gq5w9ob!gM2CT>IHnieQ*y zQsLHnvuy3*%ZE%JSK$BF%5~8%3>ct@d|nJ)N}SL% zOWycul8T9ogo)mU(KEUz<-R{;%l))%E<0ZLrG!Sy2;Kw9z`1-)ZpY2@xcDQI%ab8~ zn#fuKDPL<0=LcSck*9_o*%|!T5qa|+@$=f*xg`$mIgDuQ5R8m<>Ni%Jnwp6m@KJK| z0)?>Y*nWr z6f1aZWe9jGReV{}3^AC}buaq4dQM9tw@^7_1!Ikc@U#@$qzPEU*=seUUulH)zVj%Q z%c_dOO&ETr(TFrzl)O={%WJAn<9_=q!;r1k-4K?S&x}x%-miHgAbdEZ0k<02JckrM zn)@RCGRxsea_=3@J9y1!HDn#{I681`XsF2Mo%^(dgR6ond~FuRR3wn+G1{>h6Z@kF z-nql*s53u-XvlPzWt0R&4HMZR6=G}Kw!+W$i@IE&ZW~6`sR{*(_#L}+A&U64EXh2a z{<<*CYMkYPdL+8d#@uM$&O*2Xi_w4WX^^dOJe=J;2t(8$>Zi?nN_ z`9RQ4Kn)a!@nMr0BWigS&9Ean9-R0ea;bv`J_zJGKYMS%I08G1&Xp;mlmQurQ)|$B znXrQZfb3;nigN*wyTI0XRuT8#&Q3|qQ0*n(601}xsjfRK1%&vw8TaGXMjT7l~@ku;!Z zA$!T|rYMnF0cLN$!@8yR!{#Wu_oZ-|@QiE5WGqv{Wz%kPeFx<}ND^Xp63G|N$xIecZu!>ue1RG+Wzqw@oQwq*0hOukxYu9@hy?@bMfSanX6 zkY4kAo2*$6?lS2eMbEnARc;#P&7&C=_o`^nFVOKd`e)IcR90q2T|}`Ta%Z}%@YZ=; z*&BF1VyY@#_U&Y5__fmb81~5`kq?H=YzRCvM8~g^m7$_l3KzE?tcAQe^1LQg)klCo z+{m{QAr$5}Q*4L+Ja%pAFWabAY|u4Wm5JRvM*Lt3yr>H_62`-LlXUuYI3d{(9yicx zREP$saNvLp78s$2Q}+A!*SYM?c$rplSHI^H!NT-;l6=A|A84BV*DT@z&_$fG1BAWd zJ@HUdqu$~v^nFEtH@0)KM0;<(iP$ax9?Tk9QcDT-EDi*p4REl8OJjeg@#}>?i+m)6 z0e5g*aku~kA|aE-I`rCeU$-BIg*91x(MDr)#!(-Pb+#R$0AU>gk?5(QK#Y6edX7*d zeR$*pPL?zuXYSwQ*cGTr!@v^u0he_85%zWtTEfQ0_5)38O}fcYs_**eFdYEBPmM3t zriRZFk4$~V{K-AwINOm)ug2qNZ!ab;pFt54r3>UbZn7z*+t8F5QGR;d5nNzMQ~uBT zylq3>KVr}08{Tf_50s`p!NL#JopvA#(javaDvUul#AdL~H~=kcu=|q&t6>C=R=2cN zKCz?ti}Xg~l~fE*xJxdSgZPR2L+!Z5+SvPV>S*16*m3{r6ScyJsS12X?Tj~>oyCnT zvuYTPO3AQS9`i+g)HmD`3sEwG)Q9tw!T+PbP9&mH+b)P-iJZ|S!UL;pZGv&IU>DV7 zXfZ6Cam8C}^GE4iMWrTWSwR4I62#>i>@t_~wKFm8@yPq4Gf*kyQrqE!aJC+&kPRca z*(^3_)NBhRzvc`4Qf@x+QqZ>DkHQJZ5LQWUw2wzEytDzPm9oe(KGzlTWmZbqBvd1NQfP-C7OVdIuoP!>kuuukagHrZ?%w?wHxNQnT$@wG{HXTHK2U3(C zF!%NUsBy=rBIsXGrMOY{BluYAh}5o*A%4BCS%+AT@|R;FeU)?b~zJB91RAM%_frJOo)U+*gHc*U63B zIZ5NrFB#~e=$XjU--{!fJduY~8coFaZjM}=Q~ebE<)gX~CYY};4(%D<&04-K%X0<~ zSfAkp#iIIi<`&o|40dgG)PqM%?tsHQ?lJpO@vbP;Om!+TM%ISBq1InW&jwu1seF+N52t%XP;Q?539XI0;Wo&tkWax4;VET%Nue zFDL?2`(6E?`7Fo84_JRVdXR#0pVz;2*r~VXy7h>~z4_-Ui90Iel33S?S|3=5+l+K@ z06|9sYQI;3dU#ynY60qN&`C*KHecs&G>17oB^}$qG=hi3bco-_cipITt>je-ysPq- zVjs3urWUQEh$*%le z(ew)%4|`0qJupx=cv}cj9AM>ICZA~x(B3OK>k+2hgfsU&6~PA+zYiK=U+=!yND|AY0m!WE7j$5)m>rwO&hz1k`=<(9=mzE-Q#!1XaoFhs&Hgf^4axDSUV zom%Jl^Tt6_J~Lmv`WmxSO})+bL4GK0o?BWUbBhp9I>peCPLNDJMUgr@LPhOL)TeBU zDQld#eY~7rI$|uIc|Idm3pMKuU)ad&G_R&Xsw|=M{)zy^3XSb@o%bmA@J2bD|8|Ps z$ax=@QO2*k9NATC6iy$zG2;N@-HLe2obI)Fo6RJiDjnxjBRRolJz3 zd`{@e6O2GeXWH~apa`AXj~5|YUn-O7u{K^dmvp_39hCI&LWA*cK2$)}?)<-Kd&{US zw>Df`N)SZ4yO9(S>F$<(q+3F|yQPsvx738hm?K)M9J`MC0pwcjzmJ@&8l z!{u7U{mgsLc^&6*`sF78WzPh&bd`-?(HR(c6?Css^`lnF`bkKGyS#2xT!Mu`5FIc0JD6xG>cpkgQZ!D6I|o*OY#ipC~DH;_08DLgIt# zo1s_tkg?BHcn zx8Y$@7z+3gQT0Kk5ZwV!rFj~c_P_G}kigRw?*y!i__$lLhZWmwXmsY0$>Vj)Uqbof z_uV*1k{%U&QAsN-WMxJ0)zH4qh zoz_;M2wj-Up`Rl0IFdgMy=)@b4C4*gWb!sna*2vh_FLe z8qz+F$V8Cc-C6CDC(E!Q)7tUp9GlbsDHm-u_Lw9>Xu2 zJb@u)l2skP(##h-nJ}oNN4C_kTQzzs}Zm*6?3A4MXSk zpScoKas^EN68VzfLlUPQP*!zUxc8e)9$bVdo0`&qymib!+vL%pp&>*+?v(#Hx6DIr z^7Gw2VSgOw{SJUlKIs71H5v%lGv{I?uiCKd|v~bbLWCZiUpRVI5aHj35TAUFsAK4M+WuGyt4g zLSmwXToO~x>gwtbn}=3o|NXb~*LUxS239$P5 zTiy;|fyu&iSy^Ojp!W9t<&sB$=Ve&?5EqAuqIpE41^=(np^j%^J%2nq|LtPvw?|nH z$OxxcY+J7-@0JmTvM(;&0NfdT9VyFj6u=*!ltg#N_5pBDECM7SWy4PTbdf|{(G@_*qx>Bt5u`lN zzEd!f4mW-HAl)cl_TokRc2OWAcX9oRaEEN~PRd(h$NMKmT^YP8vacdP%zT;@r(-DH zs&DhItKO>XsedP%nIho%Nn)W@SyHqu_0C*^roE2uO#>q}E0u%8QnJ&lIm?nt7X_r@ zEnm{p4ED5F)iP>6SLoI+j;t1PBaXSo3k%NbVrzZGl$F1c&2aW17I&OH;pCd$o`xBI zQN1npA?eGDd@eN{RfTaI%QEgM2H(6m4IjIxP^F<%S&Z0krxxnwew1x{wlFH6pL5>2 z3F4Q0iI9hOq4o~X&VsqWyMNwd!O9o1li8Ksrn3_t*M6H1F%$`DX>x$}UALl4O1ypT z34^I&Vexpyn@pZ9Pw43N?!~jW_^qXL4{!H}4r$9ZEA^hb?&}cpI8gWX^@Zi8rlq}W zYfFc+N>@M+(f)Yxs6L~X?)e>xO@6PU3#PaFwmol^4MxUn>!L%721^}{Q}(fq*XTxp zR6|8B+^)WL;w@B=4SkIR6(1#SV|_pf)&D6y2L3FYgc4nlaeME_H~7*)fcc{NBh`Wh zr_tmsPy(exeJDA!xNPLVhjt!N&eWI=i|Z8obcu=q3Fz|!sD#bjk$%e(+n1xIpFtyU zJs^J3nSg-6W1NDB?mzN7J9BhADYQ=YjSt|9yABkb*xSCTc;n}5 zRDRM3ZHc3=1s4!^^rpFLc~>FV7t`?6FeBhQ_GLKry*u{}V4~hNSLx@t7=x=>9`iZl zSkXIZ-qgX0U3c!_H+#sPCHYN|K0HY9U&2Hy1*KNX*zTafTDTYKw0uNR^NEThV+ z#NxwkZTy5!&C#JXT_<0R-)w(dlm0K`!Oe%RFxHIJjpmXiZ0S zs*by{|A9dKhSw#VFXR!Mc<+R|WLTt(Y@T8APaW#K%Bh(IUd$RD-K~L(p#3$8ZRhae zZiZktgs=lPAgei}&QDBiXI#CAfW996?ZmPLI+ivBuD;iffmDN7H)T>J%CtSmn*hJO zx3>T=FH%D+-&SZw$9Fq>S+#WSeTR*Cz38#a>;b?FiD5d$bovisRqH1JT#i}vx!&{B z8X)o5zQgiJNS~J@!kZfiH?D9`pYV88M8V;M`s(L0X6MsXgNaCS z86H94Rp*dflBzc!PZtUa9aEmi-RIY)tZB<_VsuJ^Gc`RK%Je?@(pybw0kNd(VL{Fq z?shjeh9kN3q1n6n&eO-aqO-#{zMrbhTG_d_9QS0%%yp1T22xzx+##z*LSUM=wJvW- zFSNp;p3A|fqSh9bTC(%*HlM`Rdgb>#%!tJAd6U{5fQr1t$%{^BH--%Y| zhPXb!jk4DTJy%kVEoMtnW`rguH~R{{Pp)n!R@cU^O>vd-uF|@6(`G<+<*JkGT&^^& z=*iU^jdgqlBDx;4{YtJYP;s7^D@$dJn0KS!03$`!=~{b*XyjGexAgINK>qIO75{*5 zIEX#<-Pk9%u^fD<4ulHKn#iEH?8eiHjGC5)cz0;aS4YcT0QfJ)GAYd9)0RFmJDkBa zFKnOPoe%cC*`40cK7=afv+m{<0|^I1E{PkDUhj{c8*=fAEX`2H@xj0{`PSan+xmW@VVRQbVj z@sFZVLf*RpJ#BC+s{6>V0LsPB-vTIBf}2pIy!&3>8$sD6uj45046wc8PD)594x(iG zW?(Nfgn*}$z5guP-YlBjze@lr)afyOJ3o-S7>G8z;AW0>2fB5TCXymszt;>yjq;i9 zuYpls8-#3hoWL#V(h8|?2nbe$EqWa*cz|q0kgVC^c>{@Ag)fMpz=xsDywB}ptZXy- z=8&~ck`3wd03nosc%~|_(0jP-n7GTzp{;+m@?5~;%^i(>Xs`T2H^Za6^!=k?2tADm z1)f$Suc^r1=OV{)z5U}|Xv!o7RsALLP_!IbaVFIp)=-GW=hx5WW!tn^U`G^2oXk{V zrbudM$PzQ<2{uu)ufY1HuBv4JPR8=qtgqZ;rG?*;p*p@d27T(WKRXM)JnEFQ+DQ%- zMtx8IZNev-;88E%P)n4P1@@BQ5SjPDwe|5>zxzjo{?C9a^A4XI4-pdt7!7E=gd+3B zY_NJBXi2yq4GMmN2hRf%iZnuyM~6Os;X$$R&4zRRz^3%Dg7PGGxG+oyql$+ z8}`yWV1C)Ndl1Urq(5qOcI%PX>E!vHU(k7aQ2uV9-puE~?DYKnVtVKp(fZk(P!#`| z5SS<(%1d6VEGOB6{*$M62E%UmaPz4BW#)W;WQj6%UXIungX347Q6Dm!k5uZ5pQi3+ zbBvX>9=(OAGQF^m8K1|c7}L=}Ge4#Be`bCl;!NrkSpL8_f8b3O!5doNZ zkDS4KPB1V`EG&xXM+O-v5xQpOCMjhN>SwZj9ynJt`TN8a$WjD|a-3Q`1u>}lW3};R z&}~uMM;0{=Z7D|NN2OmI@c81wCxaaQ1!c3E{~_4HpZ*5p86R6oP76XU$ZkZ?ax&Op z<*o8QH;JTznUM8t{T5vq`T@zZto*+RHwtF|kHL*STiS43+!xil7f0X79*6G7XJ;y{z$o5JG?=YsZDgkm( z$@~&x!I~L(vA(e}zS0xYcg-eoITE9RDOb3d%(K2_iM>! zydvr&z5JMDTX+XI5(a^BqZH@KGAVH#g+7aLxgB}?!3?;9Xe}iZ6KaKaZw!e6TIF)l zSysO0tg|xrX#N+20enh7$F|4wLbPxZ|7{`u_h>!v)4hR`SCRWyV7L+7ie5eh%yuUL zw+Zii1z~arck1Ho(i#x{5Q7jd+|LwtM6m4laNDaswE;f{#@)~3u?VV;WkqzXAFORZ z0z5KO-B`$7BaGQdpos=#2kaexPr9ZIhXxbpeU+XN@bivnW9|Iuz&NZ0p`SpWWehWc zEF-*7K%VuN_^f|>lq{-5VEfIy;ODQBUdt|qKIX>x)v97Nt4Hmg=NjrypigwLpALSo z1g4iC8k5CEx6xZ=XQ-67TZ-|QO5Q`I1pVtG&s)~G{vuag@iI{aO@bm<)K%ep54(@j zvUL)wWvecTu&^^&X^r7kMU|efH$$1UBf{UwkLQ$2|4KImF5qM{bEf6u9I0CmVgx^R zPQqM$t!h%Y;G8q{tSE9Am%8j~NQ?L8@KHVf7mCu0+bW|e2IZ*F_ho+%H=i$=T+9qr z$?JK@wAmIaX2|M$9R@!uU8&;Qo7xFPE-=lUv+d0IF`8)f&6~QC&GG56Pa}w~ka1r7 zOs=k#UL)vyT(;P_vAXZcxRJJf2a-Vq3-#{4(2#*@WT&to7p3HWrTWdd{*$Dj?|_Ud z=QX)sy9F_W4)jU>AsVrsJs!PvaMK@H=O9%`quz2buSa5#Ee-b z@BUlXzTU=H$mRu2WK_bif#R-Pl3_!1c}pf&w+l}8z!DKNhBfV)JveH1}|O!RMdOLw5%WCGCM2o-iD4~|HgCVqZ@DdZ^AJ6ms+ zywiZ0^r~BCH8+o*bF`YQLdZS*EFsC`RloC1&AXR1Mh~*9V>4%Wwr)q)`Y19fD2JkD z9OE-|l45vd?eV?{Pf2ys#?+8wj7K-6SgVK@E?DXfPUDuk&$1Ja&B~&{MQQ@%T3arR}>)aD$xi%~=RK`f=~ zrs-xZ(35r+5L%K5KAmwOI3UTx*=x6Jvgg{gA^+V}@VDg=NeX)Al618`S|5a} z3sp8p&q#(wONMoSh9Uv}T>;iv;Rd-6#Ik6fN{geR7(lc}bP_NSJ`;IVE`Ww7in z#1}g4i8{`dIe(3QCws+ta~*yX9R5o}F9#&_7|PFNx12L4G^yULZb^>!hDx_?RDF{? znEiw52RTbX_1CtRCTwzdOHfer3Q7`-9Wp+LXUwxcKfA1S9xTu-n%X47ZO*9fu6;ng z+AF?`GNLgT;hMl9Vgk;J0ihdZZ&J=KejCiByObJoZZk=p3ea9xY>`olFnBl zMIe<}e&(y>0nfXTb&hB4k76B4j1q>02eQPSpvEGiL|X!!aw24-1bsiADQ(_&_sFCY zx(dJ!+K{~8J6PRTSIBUDxeK0=ksXBH_ZO8g?jUanC;II3&KI{)c8i47M;>nbJ+Rlh zS+nKXQeVHP>6wu3Ip03C^|_`9Sw-`1O^{Xko^v=OC^OD>ILWz*=;W|T_sD(y!82qL zlg`+~e~SJ6^$yK$r!dG!nOKZLcJN%e-RVLk!$#4nVzK)M0{noosh;KlJ*Fa|0oNFh z;~pYdy%?oj%ik5@&O9F_1r`Ox?k8h+l1f zT4+qxy{fM(LBW|Y%d9COKIDgW z;^sOQ6!qaSI=itce6`MbeH*uNz3Y?X#o?v})zN<*e{~6Z)aV3YGxo=>BO0JpO4bw5 z(dDIL)F*gA)0cL-DkRzj`a^Z}d1GX?H=mpBGcz|o9N2gYn^=gKVjg3{6n5rsixa1&}d=%jnseWx9!P80ApfON?aJOU&`3s%3gSKsoRFUHW(+3inA{%S$qEkMH7XLHW%&T6HMYW#7Kh zmN1xCKf=YaIzR**`-_A^70*jE);BfvJ~R^P5mx+CA4F3aijLB!c&r5)df#h}wyej= zZGkq$>5^skpFp~_tCivC?%xLwUMU{%Fy##XUL8>c9FpaP`|5JCvXhPkRkL~mjA2JS z#ZoG4SAuaKE9T<9wFj=&my+FPOZt*SPKg83o*VU&hbM`*D;GXofknNX3DNkqvbkJk z+1miswLLwr&}`I8CvLs+^s+j+T(iDAKjEM0d9O?S%&!S^d*_pSORSsioK^m#b$`!& zs07O74&3M=-4z5-oT|H&=78VD+n+Z_OYbbH3r;Z&W9mgk0HA+jjLn|J7;E#oK!RWM zk~{N%ZZ8_5g?H5t8WvZdSnF5noef?<9R=zr`DwV;u%SZ03P0IcxzL{a%o^CaRIrup!TI`ddrV3My( z`cQY-O_QF}G#S(@#is??iBFe*qgWL$m_)*qy>W>^sjvOBq>?HBi&`sA5fu1N#m_Kt zWmMHy-$J)N%Wtj@qs*mzT=8{i%?UDWHh$X#SbKgvH|Py_gA8zfe||PjqZoVq~s+VG7@w;)WIX z9a9um(s8=Y~2@%~6v5TPq!mgziSU5VU>4}7?_Jdre_t}g3J7^)PBp-2g)BOnCiw_96ArC3s93(Vs1DqLO zHkWCl5q=pY?QAaY+b}rqh4=89;0}+D%>PAR^Up-ckD9(-_lmOo z_M=E;s)n8c9f>pXbgep%GRfNG7P%0O!%%5LQ@V_y-u3SfG0J!+96C)1qZ@2oP<)XF z&Z=2sD2eI)aiEmz=%-CkR`x@SnQ9EtHuFvrr|!y&L#rdjYq8E1G@n_j>$W&iFntp1 zxV^ICB!%HPpb9}jO@Hg%X%+Ewf~>5qv(EW~>eYQE+f&=!16SX9GEGy$ZQEI^jRSK~ zcrt4qQUy{0BL@qix8Us}doPmTw{7pPhDD#GJ`JZ1*P|dp$n_MzYiVh3WNGVASJ5@!Fz>R|e3uf0<(nq(i>L(i zx^J|)+NYNT+GUSE?k~MD%KMI6!}5F{cXf>k$bzKq1iU7BW`DRZJ?46DYwC{zTZ2W- z!j@P#qRrAhWm>dVnrw@=BJ8D(x1S%x(nBw3{N!sKdxGG&G}{n{ifY1UJ@Wr%l54QY z>l10t73s7c_@|OJRYhl_;Tc~joJOgo9hfVWTsiUdxhfWpuGPLfdqu;^`BcTrW0t`-!5&j8B52w@;1^2Hx)b$FYjyI8I(UfK;y?+8QO(9uLF_I7Ns8H5puI# z`^?~4)CsvA`%F%6mR1q)m$&)Wdo-M$^UWd~J?O_phad*`_Vw|cto^|NPn7u(fQP^4 z5YWbQ6fX3=i4U-7KLLwpo&qj(K?Mgk<(nIUjzn^N_gl9)fCzW+cQX+5S3{NUWVb&; z;PGbg^E@%BF0NbK@pp$&nckD#Ii@3+2yMFhIg;vUl3m`y?FjHDdpvA^%X>;JI}(MO zkYGtyK(<5x5mg;iPX3%7VN-B5%TV%;TLEKI{*a{QfeQYt*TwaniuxhO!Z&c!KSJ4& zo$Xi066wt0Nc~S(&!6kAHSsUFmkWQopyTe=Glv=XD|GyX+wjbKR@~j)Wg=)^nK>;8 z0aO096g_nUpnMT#o*Ibw)ATPDhbvX@*7PVpXS!bgO>PQ{S6?p&Pxj7{g5{lOS}JvL(QPAW+m!;0Qr;6)_tB}=F>83OQ<4wGLkVG|#Yy9n*_K=ZHE+uh z2j73gd?Rt!p6RcYSgW~zFEesx6pblSscA*R)G$^Mn98Uyced7*;8dqisszd_q#&l4 zrX8H4>34}|FSE`9;!ZsuYzQ0i(I8`LY*M=v|(%*`Ta`Y@s0ix9gPD7^EJL5pfgGV^EG<2=YU{)ve z*4-Cj6hQwv(u_lt6tHL%3s}ZPlHDzs_ce!GlOvW?}`E)T= zek-wir4}h{|2t%^FMfqF~ zu2sqsgupBrcuW*OuGco%fby;9_*V6TUrfI@USHD_Vua+h*t2bs)|W5 zl>VHU|1S{jgZ$qKS-b7m60WKeD?eRgG@z}$v0+ac#ON>gmnd)_dG-zj}8oGLC>yOltg)!z4G>8g8kw>Sd7w(c-`C} z`aVkyV|%NbB*(*CosHXPneUtwSC1W$F0L=%Sc#on)rQufG3b@qwJrGheCJMMKd`gXe~KcK&!%Xd!#yL=#3O5SHmCpYR`6c^cX~{Va!wbx(LqxLq-!xGL9|RlRC}tI}yyV0tLn7gy~3@Cb1%rSlMHDm6WH zj`X90PY*-SJaXg(Yp`3$d*>NlDQM{!fC(b=gP9IwA4ZjyM-E(EuC;o;MDQ)G7drYt z_0)b<-2M{un{U^rDV2JB*cDaC0>vK6phgdfM}0v%!b1E96QX~4?uCn~J|%7Lh>>_s zzxlVrm^liPcw?}n9g!#=%y$zImE$ZR$KCO=?ixyfrASXXd^nO8{|iM;R(YW&OoYdW zSsj_Auj%FY_uehZb+Bd#z=AX#N zbs(F%tuEG2(pYvLae8OE_t&HJWe4^l|MfZihuu9oJoGmL|7lJ&(T=LgbQo7vp`k?@ zNH?C0d~|!g9c5hq*EM7I2>JW9>gB~D;k7#`K*|*fCYY!;J!4a(mRCXW^kwk>^JPa7 zbgz~6VQgC0w`j3-$tps?ji6)0Q^v0qziXqVcXlk;L-YTO7p=PC%=|?`i%9ro35f(} zF}{TV>n00owR%YL-tqLc!K(a!04U3_;I+B|iyv+F+h0K z;mr;#`er$y`mm{jqOJ8&rOD$n{7}FJ?f0%~UJzL*Auu|~$)(6M` z4vm@*0X^6h?MMoTRM1SNz7hfgf@Patwv`t#DySFZ?duO;CwVzKaa+UQUgq;=nDD$a zVb=JqmXfoCax0w?P0>r`yTMv@d35^OI~;Xv4_dUo!n3@$j|3*Ih%9A`b2G61phkg@ z{x@oLsa34!vKJc`9G-GO?mRO*JY4#^jZ+=zr5U_D`KQc&4qAf;TGOCw$4^B?#T;NI zBA;^v)IZ*I3M}mXuwm>+{Kb?CG3&NGHIEtuMDQPA+;9=^XnidC<{2&Zgiy0G%93(ZIP@bC~i+JCbrt{3ADj!57iZ=sZi zR=s87fK_0IA*fsfb;0Y|{h;Y}O_g#Q+7bta9VMjZd@WH?QK4Ne9!G<8@AC6|b8LJw z{{%?;{sc(xfB1KRwCVpnKuRTX&HRSIoA;$s_ATDLbXdlB>USj*Yfc6Wl)Uw>-i$Zl zzwxCFQR$~d;o;d)fZOZSmZ7=;5uTm6DQD5fp}CsSOl91lMsb@@Sjz9B!{I zeM#9(kT$-3Q*n0YM2HVP{R1Z@UvW}<_7(m}$fD__>-+athj-opH6vBu|6GI?h0iAX zF^k+$K>^izsUzd;VCeu_H6YAqJZ4=J*W$E4pQ4!M^7DY@GpzH|z)pe;Xoum#cMJ>+ zClK$w0=%))=Rgvk-<9*vjsH;211WtP10!RP5h=?TH;0@5{y7%T{w19krszKX1T3{; zKYYq<*x3nz447iefHlbN+~C(OHzL;$_|37nPzy;{qP^O^=* z-bPILeSlv~aM*0;-Oa&M&xX8H%2*2VPU;6%d(~?v)+-hzn$j8}j0|el*YtcAbWS7a zo8$&lT+ft2+|PrSZd}Y*YJ9l$e8LkUWb$V-a-n-S#|+lL#7+! z0hX(+4{V$Z>e)3HNdA8LbSYx2g)pkN*k`N)XNjWseGN>+G}{{8vWoEJAaTpu7YW(arWE+jc(o;U1Qf|ivRb&W2LzMneR zZVAWyPB8HBiuB*9G9A^RF93lF>}zoTMw$~2g>De}c-CKV_rch1)i7;Esm^hyA#9;{t8B z-Ci9Jre;DIw$?8}mGC zlHx7oKLFYG?|%Za>@RfHR2h#<7?LV%2%g6DJINFg;aF*DQR1=_(?2elIVZ^;DcUnh z?ihk!CE*Dy)*pD}wE2nRbtt4|h&~nsD4u?g%Zf0WpSwy`krGWRMY+KScE+6KTcI3< z!NK-A`|5V)zrm`7a=l0KSGiyE_2T<5@=N+>k>3QBL5bR1-o8G=MA5c@-t)K8)g+#n z6GKCbIQITm?4`chC#xR67V{stFuqYQp{=im0;)TRafqS2F~KN!anmYDxTSNg@}QO| z@@8ju*J3b^#t;ti&1TOxjd$SzKPV2;2;ae9xJomyz)S!7NBa(pQ^=oiDO*$00{mW~(mPq>(+v@#j=J2H<>fgU!-9FJ`a+e>wCS=7 zA+5R`S{tZR>EVKQGWZ7$+7z*%>>l!Bhqk=0ua&-W%%aYAk89<*u1;P@#p@x?#sKx; z-4BUh16Pmdz2{|Nny4fB3OlI{DfGRaQ$COqZRTE_@RvOPYNgIkZO?FpDCU3B_6$4u zdu~gOWy#{^{&~NL@dVbpj$Q?=Nb7j{Lu*ye~@hJf63houcC#{`BJwpl})B@IOH`KpTbu zr7HnX;fK*QjC$$5oHNc2a4d$BY@sbqQ1|Eb>(~3v-n0w*(v5|HYkj4s3!`5~Z0?dF ztL9R^Q%iEiK+trfevrIyYuxr)_KVETZRTCcMd_B+= z^t5!@p7imZQVw<~y<25bK|$Ev?FBP7Hn!WAm0;KWgMP2Ko5Hv4ou?MpO}VEgp4zRK-> z}Tpo`y5r_SY~oKV*Eh*k7js`LcaSAF>2KN{L(A?48;9;YA<0BPHs*+yF>u(>bX%<^4)i(T`C zR!1rlf2GzZ4*|uve}L3eeklq$0vVKFmay?Kt?11PxV_4s%Z+U_@U)&dNl{(Uh($l| z`c{5&^;&`b>k)pDf{PqauENe`ygFg5l5Du-H%A6_LPLv1RjhPeG!Gti@1v_s7AJbX z8l@Q;fkwRggSBWWlcq38$c$I;ZYrWP&>jI<@KfbOfamcNm1>YFCyQ$t0R5 z6H|-EGoh@qv?ws5QF+RSi`4$>c7me=YYEHeP)(evgoN0_&B~d158(7ya_+O4AjDjq zEqp$@C8(yVClTx@5Y|{Ob&{XpQoglZv!~WPGFzUn=biwswj^bqG<2=lZ8yx^h>kmg z$D%`zODfDA=Ku<4!xxVFgJqbw6|w{u)-u9>f^mKG2bA3M7e82fT9t=_@$|kF>!lPr zs97Amc$qFXcxak+>=ezY9SK~%>xGuUENww{S z4Y~Ep`1%P#1+eg8@;moYaO}EHPChGPmBmT3MUz$0u;67>5`74=zD&MEJ`S(*!ugM@W=ODfDI^sd{36++nwTKvhs-C9Yn1n1m!E&(?@> zV9382$s!=42=~~c|Qw%0a!aoi6>^b1`cUGV9 zWS{5iEwSx|Rio_P0K|B*SUF%h>?NG^3zZ*UJ?+p;U*yD_k{c1$4}T-2eg#*5w`6A{ zkT3Imo`fYN9#Me*4{g2RWj;9r!Q46MFAgP1|H2$GX!L!#kDAy;Qt-qitGGxDdlzQK6l5zyA#S5L|;3~rO&YPEX7KKHtMYk}}G<~XuOzvpt~)Fw{dr__m;r;>!^U0LqeIhU=k z8o2IpuTFxD{VQf4?J_uAB({$9C6c!lCs(Y!O!?zyUGd8p)ltgNnOwWc z!^5J+b+|NC!z9B?%8PS@rXMFv^F*v_(^!ZzjScBM4hvEmJQFS9Q4x8kTLT})xH-9I zzCC;Yv68T>z90@`Lh}7M;oIJ<8>N4IL$&zTO{vS9X#W8&^5M@cpjg)*#_IPd z>sAErnqfDI$sySDKaCWYFy&v%7h1kS z?k1QY`@6yZYlpWdRgFA7P}ql0A4bM|l34y!zb=XgMG}n}z(UCAOO*Dkc|eJM(Mt_1 z_NBR__gT_TXh-aA))qefpN9hhO!s`W6Rmo(&rVpYn6^3O&2 z=edlCKUW(|rAr1I5C>O3DC6%c!OS$Ah{LRMyWVRQn6>XGco_=y*#F?`YPz=!_1sR5=7&hKW5oYn>l?XqoWB8=jJ!E+-RA@eNN=yipDa zKSn{OP=_P&2XZssvWg0IU7#KdeW8ARq~YCF5v{mG#$}WKr^r5X+-@mydPe=Qv9y+l zEHmp%dT2+`b&!vVggHm@v2*k}{IdtM7?E;O2ReMFCZs2v^ZJoXN_=}yp$A=)xDDlk zyJ2KM6lussR^Srh6=7Mcf21j`5zjW-5$`{dZCbD(+83VN3N83v$s8+&3hh1jIN4(1 zQAo*re^yKPuVd0$kV6Mn5OE3o3XLl6=rBH}wvNMoqR>J-JvR~JLj>1=x3B!=+O20- zOA`&)(E+uyz9R76wT_r-B_-Xq3ZgokDZ)Mo$}nGywqQ` zsZu>A$xX$aBHhX=sS<5R>;;Au#uOUDjJFgLJqxLC`%5grp_~7 zfH{%@4oXr^BqiPoy6gFZYlH+fr24(*VAIxXFK|o8hC9{M?@=9d2-vHL^LtEi?@I!( z9^|)6dfQoB46dhIRZv8-<-ebRT~E~1voQIJxrd~t*3Y4M75F`m+z(%O$v`L2#~pyF zKy2SkBIy<2+_}z~3mRVL3^qe=3BX75>Lqz6Ufs;-G0f$w87qs_QUF(_K!UsT8LJZRc#)$`7mx>U& z9aOe?9b64>GJAsqtW&CF_tCkKT>TwUWe6&YT@edHC+ob_FTuTxZ_Mf8KN&?IL*o|V z`zN5#(aDOiu9Fxj;rOqUL$MhcxLU6UQuM%y@Z4?mD(e+fo) zz|$c!EZPRAk4o*?I4qrKrLPiD`F`YQ+r+$G7k})cB8n(aEX9C=07iyGP z&Ye2HRlahRd*j+H!#9OPlQ7AU)`Hq8KKDRZEMloSu;o!FneMnl z8bX3n>!s*~^tpaE47q8XaH>pQm#pTh68uLGPP`H2Fw8Jft0v(a0 zn0@38M++dTz2c07ktwb^&Js|$%}O26{*rJ%c8yWyxj6ARdUA4!l)nq`H7-Pj{FVt2 zyWT$VzSpTF6A;1Iz$Rm2_XB}ZrC6-tvnI|2FXJ=R_dA?r!T$VkFgE1qgolUf$?B=` zR~uf5Q@*hCSjXPgEjCZqKt-N35tj}2nDR1Q4KdT4QF`ckx&5O2MoU$YMIE&*6XSt@ zWME>wFnrSJ6TH_7Z^%^w(#>i7Pkd`lmA;~}ZPNFF=ic=4A7pC=?DRN@B%H~jDYGOH$zDl8FKjFJrgaOxm;g_!4 z;&~2p~24Pr}aem!3 z69XJ7wygtp%as#C89;*Tc>@)cGewH7*NXOQlc-<$W?yORF5%-vAGQtMIL!J+S|8zP zlrL=`FC{* z!&-XdlcG5uL>`d5c~W@q67`}|XM0he`T?Z>yfcG$#QlejNZN`hrc@n5TFbg~b zEwN$PkZj}{TB(!1z2Z)?H@nKSWCE@p|7^rK%6ZK|NSNn+My1;_Esq|0d?K8-DeLHv zMYpqDB{!_18!{77M{VK#9-X|y^NoBVx6g@de@$lpR`7%G|1BJhqH@8s^Th*M3ntWNBftuzT zEwM!SsQ(tm-0a?cjr!=8)LBW1ozjK%GDvb-)ik{ryf{$k->P-3+Hq5VIwx7w?-1Xo zKTjNB7%@kXDI7*<7RK#PZu*=s$!TUAcb&cAtfxpF$=2J*)QxACo2P>dAhOZcgFp9>nSLADJ*Ydf~57m^cOxGvrbFmFsVTqC4Qr>+7JU2$Esr#j2oS zX2w{Prz!U_4YFZ}b@8pT?_`EkzVU9{sO;Un)qfg6TuQiRdXuwb+izw6_TOlT-;dd$ z8qkH5#`O_a$J^d6_$A5qj;I%Y|zF@PM~avP@WA299z zA7yVHS9Q96e~$=CsC0>hbZkKB?nXg+D_u%ROLv!aDV@^Y9fFj!fOLs;ckTV$+nF;n z-xI%co_~FTBKs5fwXU_^E4=FKAmzOZ^=vu!=k+h{gP`OkALGn~-hF14k)6?WGNa*J!YOAliyykt!lUPXmCojyJ%J-?1|e zEcWyS`7F)H%B2zz{>#GfH}5Z}(G1(s8c#)^d7bpW2uV3D&=F2v`S@a;oaK7wR57=e z(0Sn+@w9xDQ%HfO--KPRdIg@ABqx>V{pBt|gmu`{D7%cPJ!mq!S#pDE&XLFQM2hL% zk`$U$>*E`k!MS3e^^!%xD|+C4&+m*W6(3;#b5!UhdB^{xB-1~;eZLnL7#L0I^1cr^Z*fm+%x9Inddl6?=H#U=YJo3;owGoSc=45OTZO# z`fhidR`+WXcd1fn_6&|860PCk;bCWX(NnS|1gM!FI$nXZ!F4yL^1HBS9kFkO&`pqgF)&7wy86;E=hT_A+If;!wTZx|c@DvnOvA(g1uz zp~!Woda{YdDXCv_(>eSn*{$eDd!|dd<}Q4K9ABS9ld6qL-0SR^~G_bM+O_J-it z!y6_6+s@o-+_iCI6taUu>iU%@A@a5{)r_HB$|o5XYz&zZC)M_NxPEYCfIWt-!CEA3YnWgS&7m5$=DP3(?M;D{;>qMlU0wut7n2&VT4H6;1zx3 zSqkaRi`H)|wXHYIOZAV?LAf2y%@U^PaN!rq6_EERNbC0+J6$FXEcY8Rwt>TLB&#W0 zop77>4%)8{%Dc&MF>atgI3qB(H%s|apKj9Z`Ia7_UD5|Zhq+@7YMTrA{LBS#8E-!O zw|0)}!rxuGMx7KsvSB{9f`qu>j>E``EN0LXq{(J#_WjB4l;$Re^i&*nY-H6!{=+!THrsE<$~C6y2;BzJ!s`1&Nn+{KDV= z6#L(DEyTyMfSbJvkv z3ip}~24-3;(GMHlEH4?#-adA0eduV>_wLauH4g206WT16fzLfkIv6%WBstN}$f%L< z-jaQ);6cJ1pzU_h#TGi0mCSQ8{yGi+15OS<^)@ulk~|WH_OkKa2BmGkz^6=u3Zj_a zbDk6#&Pn3UBfFzUtRl^itJ{O5`Hq^7*U=q!5`0OORn|wa#TkUS;)NDkVqTY6Sr_V+ zP|dDwywqmkW!7|4o@qdPxioRh67?zZ0~?w~Sy@y^a?ZHrWo=4}nV~&OMoJV*RDCoI z9NeV5t@XZb(Q+G>D0O%1P%^7~ow-IY+>}WUg6->NWxpKD+)sFG7ZW~xy!TC}tB$J| zZ=u9K%Sj^p{yPK!-=+2uHe_aM-!;mVr(wEwToJdCi`Hc`_%V80-!M&rmciE1oZ|vY zk$=jW62%^WBf6Zy0bstZErp}5mf!XOGO*r1?~}ivz|JzoM=~O{vCkd9j!rs8IfZkL3uNbv-CW+b=&{} zbb}JEA8X(1gXg?daussy26?5oUvMdYb5TLUT>y>T%^$LFe#9vHbrDuM1NZZM$oYFX zfCkDUT5&&o`@D<_(MlIuLH+^m()G%46FGq_71xF$MOMC7YR?-v`WbDWKK+*U{Puy7 zqbY-Xb8dUV*pE~}dL_I3--wIrnLE27rB>f%;B)2uk1Vd5uJYvb`xk>Lg?oe}v%lSY z$i5?v%_3Zp=Ha&b5c@%QLV*x}g1emdo#*M{H-qUlDVIv_7WZ?E>ty*|)jf$H#0i!} zrAOsOS6qeEec(AOq!P;KtmfO*3bT+@)wBT>ST|CvDmrC}%F`#gKazzK$3H#Vxp*ND zgkEK(I-McH60ZVSfeWd2eW)`3>la#?p|*7QG7o(|tE#BWq7|z!FtCR`C|!`}ydv4l zQ{0PwUUF}qG6us-?%O_DI`d7Lkzji41>hlBan}bSA-4MBM-VKH`*hGQERI@ioJ}cFrM*B2H8nn%jo- zh(NyF=@?W6kramKSyP9-QS}yu-{XWa-mph5gqqEOR0@wxCUlXU>n+g@0E>hbyx4(z zuUoC1A)$y1BGv-l$B35|-OU)7Q(0hPe8CZ@SPJ`Z@8}~bX-lTVltqAsJz3mMCY!aCuN+g=M0^^d`oj6UhWcth?Y z!z48<+Atd1u+*B%-CR<)jGloJBvX+b6tu|t)l=`$ZKfAMP;2=x)YeGq^a^b{;JJyl zcn~iJ7N<8_pSai5<;etG_KD^Cw|rc0uYch2r3z)s*w9CDWhCny^K@UWp$GJLx42)S zW2Buo`yyk?FN{vtIzs|ZefE(t^yt#uDy+4k1vhuQ>j3jU;BIP z+wQUfGn>sjWnoC}XC%53_n#mC1mpvATfZ`S<2gpxTMvCLQ~}XLA5Ga=rsMmv24Zlw zdCjD8E>o^LI*BB&(w9gZ@ShDugDJ;%3tj#byvt+|QFcLJ-&n>{{dS5igPGRmY405z z0*9AQ&zD1k&q&xxz3gIG= zm7wPU3x;whUs=erb8kQYCj_ZvZu{+0C(~h(jZ;bqc!oqahmTlfvPH<(?|BOiy8?lg znoe}!yvLSj5ZGd|W}hqt_3}Iu>63kBDAcHrH33jDtyr|ekB6m~1B12d91mZo>ek#} zb=!D3C4{Hun~BRG+*-A)RxVsYD{6l2I#esK%u(nhr55;9K+{AlfQs zWX@F{I8;-XdgvXAf}>F_H9rmic=giit7en6uatwGCX&qCBt{u%Aop%o#f|jr)I+j_ zF9u5FHCIBmhb=KfuNsG@famtLMQq}a}K%CJn=|#HOijX zlogV&IOpexO~AGU3WZ%jAgr=TU3gjW{Q(jIg?=#Z1gA|nN_XRKgZ$8&d*8i^CZ!CRv*CHjjFo??xN+y9WnZ?8qu=Ow@q2DE>F`Gk3UDCZ z5@j_9h>v(S>3o$(vJNm8LiM;!5hTuf%_8zJu;)!J&q#|%=3N`I4=b&Luo$ZM&rMs3 zKD1AN=dvI}+2gy8=)A@dqSz%`1#U1xLn^Jm$ofeCm#h!=h^0y=PInB7?vjdp7bC7B zksyWQ`RdFguj;L0NYH5A{{C=}zmGScTteI#^GP>SiWhEK+z>~lg2MqfVj1ZApq(9e z@~%)_t<#WiIxF+nivlW~F}ElywaeD)ot~_e8omuohs{-i|6p#l6Qz)%`pz-7ID87!xnNUZi|2vd z&8#U!<(A$7e=`nYz&9T>1+-3kjsd(ICWCp1b*ax zVd`CtA!7I?R)LD6|2gSNUSb6$;~bl=FeV39;mbjvsiKAugEY0S93v%{+A+!0#6xk_ zh6|>&3-OOc3CW@xbKNdlnNH)bWNR%72BWwPTnyf37$m}DD-~l5Yd>_5Db+_bEV(Id z632_CGrt%yA8|@FPwy3;E-KmKq>+nLeB0yKy0iOSM0vWwo=LWr;<^3p>uN$44ZQ>G zl{-+HHp(9$%I`Oh2VuL62Er8@B^Lx)FGHH;-6f+T_rQkJ7t0$qa)P=gKJ-v8sF7cF zzDbk}$q-LFbL=_)MjFh6RbkqM<+gbRbiMge*BKZ{lVvD@*peg1GzYpen^)nkL z;{^MBLnA}K{-!JhIl73|`yb$akR;QciW_@n;HiG6SM(NmF%BBDG^_&}`@`&H^OE{6 zR#D(=nqmnos!^DG%DDttH##zp#apCG?v%@{dU8Uvy!C$Uon@v6NUKA;#BN%86v$BU z6v`MLsAr3$*J=WtVSfhsW4|RaN?fN~sM!sLeg^5f^m9(K+umx?W!YCkaSqbv^DoZe zFV1RBx>8QUJ&?Bt$E7{x>rwvYy2C<8=vL^eq~E5J;j`NI<7#q2dXDzgvQ=B;vd}y7 z2_;l?Dh{<7F7`S8n!W}!1w(bh%DK3MI43NyMIFZJhXSF{hKk4N*{|1B7TB#0^W3}W zB3^W1!_{+e*c#1uZyz03aISU<6{~L$`#zHSx=~oqCZO}}RmG}#0kiq54hgw6B{F8n zO!@H2>_#v?cE72%Ryg*4pclaJv;M;Gi|G9gzmKABXcYVNz}k9GoadlvE!7o~7tg!} zgche4kP~FWu>DB_h3n4?d(ZJ3*dN~OzUn+)2WJV%G(|+2wOgkTGFeLFRy; zqDm-}phn({EbOwxL_ZWsAIT;&Gp&ouKR%fy@x|iWc}lm$n0+UnI!E?dC%OKnGE1U+ zj;8IBRM*x1B=G&(;WPX+k5>a-yhV58;^NS1y=Fb#49(-v<*D z{HJh-caIoI!9>{$C#G;&8&DZW&r1=2?&B4m{tEe_3L&CYLZ7s< z9Ff&av^E5zRQ?`?`Ma6w?~92){Z9YB+-}v{x&6^+ujB{og+^IdUSN>r6flqbW>Mpk0 z_Ppbdrn1ub@7J+4IO7!y^;ixH{I-PqN7zmZ^&Zg^FRAxLqQbCqs$yt)rV^ht@Y0LC zqp}7kR%H(lp=O{-tE#Hv&4uaj{PijS{YU)sKkS7KK%}6=0VzmJ@*Smh7rw>|&?h4p zi-4^u1U?`=3|fg4;PkOnS%eEe3Rx?G}sdiIgB1A~wy8>F~44%EG8e^77EeY#)$ z{25+v;RCYF=hER&PJ{gX1EvV@0KPL9v zlZ&%{EhTcxJO0|Edv6B>{_u^0Kozsdt?FUp=9O^%JhejgD$o`%tnFw18u<~$uoQ_j z0U;qjeXrzu)Z?9*1fUp*1BgTV##k;%49~x|nf%kWC=x0G?lk7Znk&m=D~}@*IR%AJ zz;=5zn3qGz+QSYwHI%F}&#anH2tdxP+iL35;1j@lkdv1`da(lB59YR%@#rwJz8Ri& zpD|!DP)y;o&+Ifr{*;*b@DhNJH-KxWMoHYd0u(aEvb3BVC=r)5Th8%yESJ9z4GTMw z?M(cz;18=+WW_WV`rf2QXJ9Y)JcFUxMLDg;B2Uf0r$<9YL)tYWeq?Kldo;7-HkmPd zmB1T^O_^Lr6GdKzUKf~lj`YTA^_FRl)L{kH6_=OAYUFT z4}Ib(SdVBL;cKx#f4iflg5t@4!rMDmZ}%pV&z>>GX*n3A)~E~eN=tJ=+X8~KVX`}0 zuTXHm?wNY6{x`d0v}K7*NU-fR&V*wwCjMfbyeIVhJ*BFz^55P>Zo@I*>xbe!bckC)E3- z6+{y^0MQWN%mDj#bX1fmLTRC}1r4_Hosye`5RU9mpU_Vbb5{_Tv`>k{fyQ_>crYRc zyA&^f*8oK~H-UDG7aYOV`tFUcm^aGSUIm=d_%I8@+|*YqW=iMX4N~Z^xIWX-rHg8)!XRt(D6S47i`+S@KF;cYC%t*A?Rt z^Rz6*iUN?)C;W5<^n*M@r1<6pMIuY^Sjq9^ml{$TS1G>0@` z^Mgqyp;w>x=P{qZLb7#k9l^18wy9qcF72!&)0%*+>+N^;%#5n%a=q&^pK0OGXP!h- z%8Amw$6e75jvX`fqrt|I=m$)}F>tn)=AN|{hjKg8bA(m0{rghZza9ZtT!_OJS6X0POhi#tJjzILAdN}51NCGBH0)>7%(gXsqEqrqv zBZDlu^-X2YFF9Z~iez)Hq54HhQ$s-NtMX~(k(9*M!i349+_clZ+>Q{rC_2T;clN6` z&8F6kZyTOfeln&uc>MY2^5^59Uk0jvcqP64rmY#Qg;xXX$gQC<+ zpb| zP&$+BC%}()%X}kn3^9_331d}NG-4i2tALs4EbJCB(puG=AYo$l>fuOH%8$)ig7zIX-xq3J{28O?R zQWy!hOEH?Ibih4gF_1T@(*Jx1Octe0KkcIzvpw{tN_B<%KwuXH-bb!4j{K9zoZZzx zTWTZFSi7qq15^wXXoitx4JkX&Qsg06AIpuXOXE42ocwC+>pXw);iO{z;Zt zM}v-!1VelyixUCM|9wSmQL@gfS{f zT=>z7CKZfvh&&EvdgdGs#{=2&#H$sa11+6uGkj)fnaFGe=&%oZx&;`aul=;Ig}t`= z!5P%4b0v|2y;x^XBwC|u0h%G_8n)`@zt>z_&TrDRuvl>YDQT8E4|vTO-m;)CML&Uk zcX}3GmhNes@2VoA)f8%bl`M5N;jvQqQdC}kU{egNizMBJn_<$7{B`oBBuhI1c7jXL z-z>i@En~wcX%$nSS+!hz;>Ae&my_*3BN2uT5LY_h+$Q3b~#{`m>=9Ry*io zByXP!hy^7Rx)7nye9=#ZwT@_LY5U$T(}OHS4`Ap7dB85-*zh@QLu~-6d;(1p`n7#I zIu@*W?n-nbq21dRRaTxYd1}=B3-F)f*f8hR<+7+m&4`XSrz}iF!1Y zFO-VOk@LW@$#wSjx;1EM7}KUh1&rb$ z_SSJykl5(VD2x=jxSDjXy?iu<(7VmaOwGP|m7liLrRQX)nosP0pxwb{vio`vJIwg9 zl+gRK!G*8Ri9~J3L06cCKgCvIS909=;Xy%WVl><6@%2ffX0H#*R({F%=Q!eGS~GZk z#B+gWeT8|}C3M);Cqb#Pqb2yHS~V$*wJ#fuzcEEbd&R8z_5s@e-x4=LMHFpvyr6Zb zi@m?D%R{ppu9i-+4Ts( zwz58T5#Tf zsXD{d&nsv!7C>#_9gEM>yR}72lR!F^tIPIh3W_HfnsT?kyC4vQ%Q>>_-Rd>+gGW3R zLD1I*d1)Z~@bAqHf8~8eD#hD)E7PY$u`li;DWPL@Ly6`p-$axN_y=2J#UV=g%B>CF zc7a~{$B>V0_;Z<(p{Oh)Wk+Nf_kcveLrnPM=U|FFp#FmhO=coUi_m^ zy~7}NLKD()jAb49jUM`)V= zpsjlYZUo(RUHE0fK%!5~PTuQg^cx&y`}bJ>S?_&w9%gM%_5@g!IK~tmYUYgfI`6E@ z7~>Dj*N6|*RP@BCX48Rc&+*Hz_=)mjJ)#5Jk7o%lV?b#yD1Dr$yp9VFI3`L+B2rVC z_j>s%g57VkI&r46E_(tmX;Iee-Dt@ynlC*qSAZE)VZH>F5Q}6w5i&Qp-KISKd5?@BsSg=JqmKPZ}FW$itHh_ z+cw_2L$?>suq697SEPw|`;cxsZeHG(0;T(3BQp=(VvP6y5BZ<&c_Lof>OH!h=W=qC zZW92q!SAq*wI_|0AbOa>W*nlx761cQ{HfQC(!VbE^h=n}d`6RQffL`z0?TPn?yFWg zxT9^WDggf}z#8jmvzAJ((6PSdMVHZCa|`{Pp68CwZsu`$sIY za*h#0m>^s9l@DZ#mJjiB?$R?bhenT9cH}&usqMv`WSnmBYq%$vHho5#rQJ%Z7E3VP zVvk|66=8Mp4P|%pKsXnS!a_$jl>ZeeGeG()Hc6TaIOo=c2CBU5>@kQ0Nco5Rp)|h| zAa{DvL)Wmj_rDnMAp?-XowiIug2V-vd%!$vs*{SN{VBWg-rx~wMb6xz=WL$pw zX3Qa@6<(Uqke=Jd>D=FrjANO}cv&qszVhCCx!N_)?M4S%t-Ri=qTAdkB^z08H>I$P z8~Xl9`~ji*jumW^{gdx8MVjCjr@|+x;tCQc7wMPR-2Z_8_t69RzY^%JVB>kX)n#`L z?pT7oBo#%$IPeVQH&mZl5}7vtc9$?V-nj%+S##4GU@G%bK#-juZ3Ld36Z zhgT?is=|CL<9Ggi-5fZGZs5;_Ig>jr-m(cfAnaLl=p4MUFA%=O_!1piZ9aLaDh<8} zHm`Pq*?q3=qu)txqdr6qVjdF_z!J}U*!z^C$VimT<6IvR04(!EA0?XCbv626P zgM(Z4-bbzAi&zg^q1EF@qQXN>Rvc0TWZ8#qt3r!?I4aKRUE(j%iRFa zub~FI7(F2y{)m^dhZCHEUHDMBv9@2|<&{HsVEom}y+;DjdkUS=8x9fBSnoDl>>h3F zYNSw2(Bj!@X^LS~DuPT9je~>J)7R|p9AyL|-pk4qN9m7>p7)}N)P3macu-`@i%)kV z|0|oY3o!N%>R8YH3mYP8NFANlA*?xZX8m&qpZea2#*3|Fve=n3?kcMjjrfGX z6MdO<_$_9pwf|mxmx=o8;W&Um3n3O3v2n&bnPR)k(lJJ4D;@Q389@QS`Uq9}94G)l zslOY_4yuI+;uv3I8+*pD<7QBhfJW=J!McZ}6X?g;%;^IiuR4 z61av2bMc=y&2O8tYvG8Qp_z7ojT7tyhKp$t9P7 z^e%4S`l1y)jZPAF_8nD=7fj)2xzcrG;?ABU1a-p!J>`)+2ZuRe?+cr6)@o3ydc^8) z>lPY1?GDR3RkZWH795HqcNazPu%)`a`~#}f@GG_gbAd}c-xHX*2%`DAEOOvI z-vn9Zvxm9$zGP39EWK|Momqn*HY{hK2tRg1Syc5`s@2`DgDCWuUd?!3cuk*>Nm|&t zs;uD-oyv7~NIeeP=3e$|{jWN_i8m_Gn@?3DWr-EN)}AO#QqW-^dvAd0K;NRSPOMG^ zv}_3IkUms6~R#Gv%1G$suMp(7Z6}_U5*mg1o%_GPB#Hpx=`@ z2s$toCZi-tGceyG?)EyI_<1o7?z-RCd#`lfm5o?DjE$4!#(dY<<>t`E_{z4emL@_9 zUqVzuyIRU}R3L%2YC{fsUC79sp7`0aU+ro6?t-#*SkiB+*}Ub&bCybK{S)KgxEPgn zcWB>qHOwNHOA%92AQ7Bzqso*mMT(@sol>uGasjAz9RFo2^>0LkFyq9ztg+Kq%y^&s zs5;Muy6XF`P%qRZPHsw+xep6kT8(Z%L?urbMKSlX-{G9UU}CQdelrD`obD1R2p|8ssy%d>0< zym|mmWWXKtK!j3Oz8)}(4#QP5?us2{3_QF{mO_&?RaLI?bzru)TC}EVELKsAcz)P0($LUk(#t@h+1~PE45KLNU#V77 z9{uT5e+M3QqrbfBJ*>d1j!8*?DpiJBV=_YNvV?M`U`sc7^txWO+JkBdX@X=M;>SBO zX-NzT0u5GZgzP`rqMy8>CHrv1nQ*k47@Dmzy*ARDIL^e5T?p{W9PaBBBi|+`EV7*& z&$tp^yH;fZy))U@Pfb@>+IZ$+k#84G4UXvvg*k6*!{^;gwb1VRhpo{D;a%foR7M#J zDJsriHB$Y{Igsz7R4nFm!Zr6s5lmHiJ7}y4E(-sDUDY02ep&vkP1k_}Q62ZAY61C<1W8 z1w{aw4Jqd$Gv;d#d)Qr$O&U(8%_UDuTVaX&x&;i#mT(G05kS-S=ezGXN7?v8pY*(1 zitft_oSiH(c?K&ewzVn?4m%PWj7C%fG+A#9O#Y{3=ARoWiczefFb;nxxj8bQql4m? zA%vUb&c>&%4-~<|bB&F2g~VenXS>V_`fB}h+5R}ZA1&j4DS5|0aWe%N?#p^=gJP|E z

      VX$<2X*B0gY%vGfv?&TF{C%wBroU zq63}iLN|JF4!!6@KL#*}Aq-;#qZq>lT*NpgFo{c;!evZj23K$u*Ki%Pn8OX+#5`_c z0gJeeJ6OUp?qWqvkd;`4)d)c-)?h8dunz070UHsHO^84wHe(B-5RDkbA`V*-j|3zl z3EPm26r>^z+pz=b*oj@(jSTF;USwh)vXG4&OOK#t~GY5>=?i zQ5-`JYEg%J9LEVXpb<@I#wnae3tG{JcAUXkbf6Pm=td9Dp%;DV#{dQ~gkg+e6l1u6 zix|fQCUFTC86d-^?6rmU;C`CCA;|MBHi7Hg%D2|~9wWvcqj^hLx(1<29;}lM#1+8d9 zJI>%NI?#zObfX97(2G9wV*rB~!Z1cKiZNWkMT}ztlemN_T*fqJa0OR!4c9S?Io!Za z%;Odou!!5ZgC#8EE>_q2*?7kS7>0RkvQ5sFcQQk3H`j-UdS zs6sW4;uvaBi#pWfI8LAejc7tMPT@2<(1|W|qX*~Ei$3&Y0D~C9Fh($nFB`o7ER@4SriB(vQ5QJh4)*=k+upS$* z5#iW`2t;Btwjc`8h(Rpkuodx0Kq8W`4arDBD$=kWJCKf@*oEE5z#i;HCiWo<*~mdI z@{o@L1WVt88JtB2 zI?;u0^xzzN(T9EvU=TwX#t23+h6}ieaZF$mmoSCPn8pmQ;3}@+I%YA48@P#i+`5l%T7+R8)?))UA{?6#fk*n_>u#6Dyp8#%~D9`aFu018orVw9j1rKF zh8onO4)r*W6KFsqn$V0>IE@yxq7CghgR|&BC%Vv$9-Koj`p}O73}Prq@I~CP{0K%d zh6}ieaZF$mmoSCPn8pmQ;3}@+I%YA48@P#i+`5l% zT7+R8)?))UA{?6#fk95r|X zwW!0BsK--y8Vxv!Ml|6WG~-!3hZa1KRU*J7l!~3|7S^OGv z_zgb5JU+xNEa3N8#2@exmheX`<1Rk-WRMm3I6i^Z_#{Gtlm$YA>Yz^xt;J^$hIRNH z*5mWI2jTbvHX#D{A`)N3Um^;Bg=oa!uMvwc;me4}-yi{r_&X%w@9_^v!9OAuY4|5> z$3Np=uoGXwF6_ovk%6z_Uy+HgV;{2cAIQdk;y&bIKk`w4LkQp-xF5xM03|3z8Orex z9!3QoK_#m2D5~)o9!CwHKrQOJZRub~&;K_B|@ItK6tzK>!203#U1d5qyryoGVRjfo&-f&cpU|4q))U>Ybx zIUd5psK6trL=_%IH6Fv`sKFDcMID|*J)XkTXuwG{q6yES8PDQ5wBUKPq75&g9WUY~ zbl_!lq6@E}8?WLu^x`|{LqA@}0N%j&F^nHz1fw{QF}#VlFpjq|fl0iBOL!MQ#Wa3~ z8C=18xQh4jOU&X|n8OWxfSdRbzr_N6heh1RM|h+x;H$wk?%>}BK725k qBn6g&H*96!y6683?mtj^sGuk(ue3BL@8Eq!1qb$@{AO8h?EeBbD+18~ literal 4293675 zcmeFa2b>(ml|N3Dgbgk^D-CofCKcD~I z$E<3)!uP#;_3G8DS5?;^e$V)W4nBzfuR5VrNTqYz+ss^Vx|q*p&0M)&9e;i$ok^~6 z{B(DH?hW;8>n+tods~5JX@>#QeM?TlnzC53(P$i}Io^-i= zo7vS~=qu-oiBxL>?ZjKl6{OPfOsPHAMUAwl%GpeNo2af-uZ}1c6Rg%#22(4_C-S-O zbWgo{l%PzeM=awX6e&mKd(C1ooit0JtU9KU$(Lh2@l3`n_SLHgFRYiUqs{GQGgnII zbEW!~AbujR5;c~K>8`dd@v^zSUY#OYxV_w#&Xvs~PuHtQ^MAw=`9fb;rCiSE>eXY# zZ=#{L9y4b*Dj>%IDczH+o7GX7c&?`s?=kDuLrjz&T`ZMjW+9!)gTTv2x3wA9pbN^^ z80joBEnRA~$4cdRIh|-Pn7Kqc)4FI$TOrpo+OYp`>9%yToLXuuT2k1q{hl(@J*l$z zP_IsOkP^$H*VDNkCIN@D?yRR~R*h7-TqrGVmtEYJFZQ&fCrj-B(UmdV>+5f+zZd^s z9ZhV^7nA8kxt^L`J=t9lvXZKFwWagzc1FAONY-L8Q%}vW9^)=bZ5A_j=Fu#3ypl}k z>#2p+nO^zX*9MSBu#)IfU_8~EIQrO7?nqXyH%)Rc|(IdK+}y|G?B ztPMg^Uk~Zc#!HaK70AzUamGkV&0-*c zjq2BN@nmm2moSs+m$5}NkuHGIvfy~|qMR@H73@++&TD6kVmvgfV+(yfOq*d?^<~id z2syULlim`8P4-+%b)@(ODzv?vEztjZDt(3S)4MzB)pt1*S~i_agMG>P;&y1>QoB@( z?U^*wn5lejaoeJW?WJ_tY%RnSTQIyateCEL=o2~I>(xt#s&b*2?3yoe)I2!t9uv5^ zT9Yg?tD_kY%PBJp&Q22Zgv=~{9%tu~Y_6^w6e7$kQc<;XK&`xuc=ZU@2$X8RUY#lM zwWqT^DnET{O~#8`+Dg69yb~Ot@&!H=X>uGVX;6dg2-&e1AQNfi#tS7gmW%hMd!VMF zFK(-jOQuWE0DUnzes)$T*%@Nnpc-Ra%)U~6XY~le5zFT?eJD33o{MMtpzBMqbP|JW z)#i1rn@_)N^C=rP)hpGb31Z636k=T%d$~BVc%m4%YQQtiFqX8>_80~!lXRL3$MK)= zna|}k`K4B?fv?K9(fpTMQ$21|ycExEQOd&5HN%K(JXeWl>Sd_2Bk*r@B&1nXI$rS1 zW>jj;mG#s`@ihli{-e=EI@g^iEvA7P?l{YNu4>iDa(LDkaTKy0_StGt2F{LbjdF z{^u>kC~aHV+GUpG?dZrd|G5q0yA72QGe;GQX_!3azWO@j&=MxYvG~xQsFce2tjLr4 zfcP}d{?y_6W~L^jCRWFqg-TaUgPE#bizzmRrtshU=)Y$5C`OHC6H`4ZSINRGigo9U z*?5^vmgqr1C zn_8Fp92MD+dIu|#+L+qJ%fkFf#{252XL%BnHj=UKET%l3b9(AH{^>}7i)YLjtVt5K z>PVh0)#Lp8R8DA2+E}dT`AC^^buphWU)y%I{C4ftnE9`*^MXc?i5Y8qIR;}fzb)2X z*|DQ9RxZYKC5#(3FW*)jDe^FKE=aBBB}Y-UY(f^lq|Q&RH3X7uYQf40j3LlC zFw4rZ?o1pl3MP)lXwJrqedxq&JPnilkOG8}wKyh+^$@HJHc8jluO~?#&wqok$aTcE z_<|2(pa+>6j8$ORigrik(&a)ru?6a#Wg08eF{}p2__>moouvPa4(ov)79U6Ofi8P( zq8RrW>-ZN|76llYYYygIe=PMlhdvHEAr(W0F4$F&YFYYd_PeaQRp*Uj>*#~3htcme+OcXR9nEbEs|D+9_8K6*4Xf(kFcM;XVYXAzGoID#uw6Jm zUEduRmh1b`to$}u9MF`c?=h8+#=UH>ZAN0@l+Sj&({$c@5Q)WNAM4mSw$Hvm1C7c5~eUFQD#igEFlc35@fY24&4C@ zfc?x1VLkkif*vg$bu$)vmD%#0^pTq#zzsDGts)u~xIY9t7cOBx#%ZYv~WYT3J zm$x}TklK)|XRReB>D+)Jf-t5Sty35b`*-EUIIOKqUKR&K2nxnsu4KmHlOXesedK^> zP|LEy9^fCSG1mvqUk1q5astm(j)&|R-VVxUX*QRDmE0l&pTI_F#%oH$|^9dLUnRFJ82bN=! zBL`D~F8=pbpa8d$8w z3+6_%XT|nHO9>WOu4k@sHFHrG&2pufGx(2f7z-I#6fNzSx6PY>?z>OA`r4Mc*Ia(Z zl~-JGWqZ#8W6l*qpux3x_#cf z(Z)PuBja+(5Hm^Apzbuf(X~e0SPwPYhFp~KJlNLptZ_B{cCAs47h&qN3`RL`Kvcmv z%Bu2l*w@O6jb)oQ8IobNF3q7HAk51QyfCM^WL&-cqIH`XH?B1{D@0fEX0I~HJ;0H2 zDM?c4_R)%~91j(2;YAk6W+ZbV9Hp|6$mFqNK3kB}#*#!}OSxDv!A#;N&l6`@u~IO| z!tU;4yv54cG=P+KSGwD15nPmwkpCGqaEuZ`l9R5y(5(Kptra-nHwl62%w$wmZIGQ6 z@kFYH7-pP(4l505puy2HckY?2o@<=~!z*OoLgK)gthd{ZWw3C&;8TM{m^pMV39`Y5 zvXL%2o6w)T90_t@3iB-f)=H`^CDX77uk4YT&unlA@swNB=Gm9mBuazY=3skZRF0 zlTM-5rAk=_je?qH&01iP4q2X0EGG@Zev$&vi!5xNQsDhWX*Lwk9L;(REL@&9wwVS7 zCwc~5&3!md)rD_Db(IX_>Z}V^Y+TVQ?T^x|b6HJPGuTLw2_#U=oau$wnfU?^o8@(q zps*#1CQJiC0gYAYD(EE024gvc14+b+5NeAdXVue4kR2g8K|_Ia0?p;jZBRT+<;{6_ z%N%3AXK&)?Idfau=FOcmmsJa0f*uvhF`zz8tx|`&MP+V7?VM_G9(sWbqU`_6ue5uQ zQ@%1^K~D%7vp@Fa%Z?6U0;qko8SePTTco~Pl`nHyM9s2I5{VW&iyTDM#~21}@S zEpx8O&6(@uG?OvZLbbNBLMo8#_ZY7#@sllen%(q+8H^QcU-Ag-5@qpmj17yd?N{5 zuk!4M#wEd9GnXt~iphwPPo3h_4s(s!&N0b^Sk^@Zv))PP*nUu{#W?~+N!bZnNvZ+; zWy{h`JEbxTqN$ac9vaZi&Hz?8YI7+^^b(_jTt_W)jkC`_+n6(FptbYSt+dW+G7ea^ zB{9)s3gVIjRSE6W%|;(4rkr8Hp-enBu+qZ@SvDMd*M@|?6 z@W|L2F(ynFxVhU1bS@8PHeZGCI4;A@1>6h2Tm#L1Jz7BPIa z$USi6V3S+9hqM`@FmFJtNt8!NEOo?+hAoU7ZX;edZ&t2m67Uj|)y_OsV)aEn@Fe$M z&k`))e3b)}gfjX}uF3A7{f*G%2iXu(wPN3*R8C z`IH#BAn>DDLBio#PFe7mux;+@nN9arMBekTJ6bvwF#+3Kv)K$HNU%SEjTpf+=Cq_5 zZC4tHHdZzzoG#??JLHNM_-e11TQ_+gRaor4F}L6$S6oh+u9TTnMVNNT&nY@YmhGU0 zmB;Uk-M`EI0wEoci?5J#VZ8jEHYR9oCO?dkA1dTdyN&0bAb+GWBzDP#Q~Fr-$@WNa zYoFYm+$D94%)?wAa7q4AwtnXa6!Z>Tiy3W;W&+A;ieB+8uo6f28mM7aq zc{B=Ey74TW7Hd1#ue!K%70Rt$dtN3@@gK6x7_qCEgD%1na8w})H#$0!d9YL0rryIu zbTrS!c3y?Uod1G&69^Uan+U)5bpC<-1pHrFY=FS6k*Q>{i^^&f+m@6CdxlBrMW4p= zm-B^;*=u6co^N(R=>QD%!z7-;?XPjx$@~f2m3K%k&)x77c`^2hT={U4!#zl)Qdg(0 zVWp?=EDlGJ^iQ(SM+#)jo0__T{U&NBlgp5Mx!TSNfC2xJzdBx8&A3x_Y?L9Kbh?K>NC5TW$2`_C=E=~lo zf91P@y(^#3;0IFa849dAf}CTpyC`^Y6z$fL%L)!;IB=n+V&p<7BC2XkIfbQUGRF3z zG0!mgWAUABC4+=m?_#<8HZ{SvH4*T^KVt-n41&gE5`_Zy(_+SPZE~`Tk7gM>*)WMd zHDLt4!Um}H0BL>;wn=V-RRLW&k&5vTOpquDRDPRAo~}ZSVi)7II7aA6Vhi@fODRdw zOayzRKn|(sN^UEHLTINc8DlY6d{0{JHcy7&W1O%67OXJEmNn+ghOm$75h^R&ew(P0 zm?T+A%%SV8n+`eXAg1i?&q=eFys|X$Ru4CGtq28C*{0grL@jd5uX^wzJKI=08{ddf z6-=_fZ0RE3ZL&g9cgMN$w>tJx?0Uy*rP&s-SIx9ggu>FlA7hv08{kqY-lnRUW@ka9 z3a0a7HkL7SJy78`ryPt#tV)582kbIRPC791$O_tmlpn|0Er<=EDUI7m7odA>ny1@E z$o?cT!Vsq2NQ`P5mZN7>HoirFrCrw)yDr89Sl!(29M@hc72CVgx%O1LQchz#Od@u$ zP1VcG9IeX84|XZTZU~kn+pB>FK{z8eh00J7un1HO;~{XakSq^zM$iPy#Ue-gQakv# zV=Dw!*kd!q{zx;KTwh3Qbt`NMEe@=)QEn5D7dhELWT79TiZS8?GfFU4a@h0gl}i`r zH;2I@OmP+^#R8T%FVAjj_p6wyB^3PV5l_XLaTKo=@lCwaF)Yo3u4r|@6xC#&hm2*u zJ`s5*@Fgf)vgjpvEzqZ6BE?!XE*eC;&6W%zi(Hb(Wz{&22I`xGfkLFEVd{jGAc~<#xfCXzh<&m?Mi$4j41@Iq z{>|Z7PvW0^(Q19%{^uv`e|{4Gl;u9<`1ezefA7M-t*7Y+BGLLRC7+SW>SV`?o9`#F zK9r0SA@(vRo~@+hx=RnyPfg?^HYMIg+sv3%%loWhht~wi?0-$Q0RDieZPNH_gs7%u{d#_e+>fDAvEdkk9nx@>!hq z5Wm!`b5v&FDCYahSlUzGu6(?h?1RZogB1m^CI#!tEHt~lv;{T=+j7IuOk)aNsA@q} zM<$OQX>)4_{ufL2QOsBjTXy6UhE<`eJHf6FLGjq!;q6j@8)DWmy;NsNk||(<*^<;G z+b~VT5mY@^ewTkCYG56)sa`!<{zzTI?M=uPZDbVSEJK){$k(QjD`t^40ymRRcFEt+ z*)oW|oy;zpSlDTldi6wA6C5}Q0p{{TG6Mc9vQN~yd*!C(8)ETfyq87A+qov$jj+hW z7-XlXUY(_WhS^Pf%(8W73o~uTlCeiz7vsaO|3o{FlRw1*4Dn(f(;2PAtFt5z<=<`C zWs70ooD66R;w0;7vcg3CkR6QS`fh8?^EZ77pvuD2VOcd?-sT`h($uy z)0cn(GN;LVHD7j}{L2}KWeZkWw(MXzUqFphWG-&h!!Me{J}W+`@h>whqYb`nY@-;u z_JDI}Rvv^~MpyxYe-SBLb;}pwq{ZP(S*!d@JSl=6>@*WdS{WXzI$DLm+N`&wfJp#p zPWafVv-?nVqAHrt<+k$^ED&426A%2179Xb-inD;e)%pS}RQT2~Sr!Xv#H*{?;cbiK zIL^tg%;c!R5hd2kTd|JdLAp+LpMo7yWIEi0Z48lei7Dde#k|L-Ihf86E=*qSREWed zUCKHnalGVXqLPdQB@Q?puc|0vZo(iS0ieH3oYBLxR0hdH@pqA$C~svVoCbZ48Bt}I z;-!!BEEa_bP$o`7gW5PwlT4F;1*5Q)?qU{|McrcV$KX(uClQ4W8R%WiEP-6Ih)tb( zbwP7UO9Bv1z7;WI;T1r2n*0c{Kzt(8*668IweP|{lMyY5P(oZQ_bnjk+d0dtDTJ#g zuFH8&nwT(EV<;j_o}UY2Q!0}m#&NWZfkP`{evqs^*$2A}o*Qi{!S;=lrMA7s`ycUx z*iR`t75$0Lc_S3WNeUIm&JV6g+mtzVVVG8rSJ`sdwSi^Dwq+cBY>xtY6p5W5l5>pH zaNt%YMxz|Cj%pU@oFGH90QS+sh?!!piQ#A^9}rDipF%Gmt5v~l4_g#%zR{!xBsgq< zSfXwR1l^ovT;XRZ9eJiINoMDK)SL~Gw9Vx19!+%|tyoAq3>9o2U=C6Ec{g@raFhRv z`2zV-OGm4=BB9Y>vv0{l@}(f=y1WA>w5pOKsIddrLlk1G6Q_=tRcSM0rpoG4evUTn zewAG*&1@k+Q#5w7r2)0z)Qhg#zXmwMJW)@V^v=K(7 z#AAr`#{`*iSi}$yrNr7{U&ne1l^A*TyK$ff%M`^CVckMgnWWEQ-#C~uL$8B2Kj8-U zss;qG<%YDZwYA1n)tZ<+$;6_6VhXieaH(#2wiGcxFmMtWo3`aAK$8yu7NonoZShfE zsat+IxFe5MQp(KkB*_le$(VL9v=(XoQ7V`w3^DX#z6a|gS}>}yY73cdU2qXkJFQ3? z5|)I$aRl4rkehps?$BH1+sa8CX9ADN7$bi=IqPV_s;t3DQn;L2)M2zyotcW;Tt3M||Yht7-sATEP&e1gTHh`f#c(Mz$Tx*A{b{PY>8g$@M_=G1ew3k#Nd_ zL+VKJw9^darJ^sC;N)M-ompmiDjNx2dHT09({Oqa!ELcP)6C?zDsx-PsZ%(|#A@2^ zc3bA zu1e8S!f%8HIs9J~`0S34|R6;j3|*pZ5Bik3FF~p|Gi|oOtIFHY%_Ls#oXP;^0_TNz2}4%uiFWv{eps|JjhGzl}LA zw`v?wCH6hwl0T(rL!ML4c zau&muqr&Cj5StNUb%94(XE__?%0tuE)6{4t_nqGBQ?-gVZ*T}ihonjV6-!Tsf?W1| zk&ZPd3@?5P(7v)nIZxn>gF1lD#=RN2M4vMEp};*ou*?ACt^_{Johw<N10_FRoXigAb)p$oZr>oRGYu#3b5N9UQ^vEz@1?H z{A6{yE#SEvIq|u4K^ydTcxV(U6q?-HPG+2K?uD}zK0@?@)4L%Bns<|CJv(MeTE~$E z0oG!Q=0{w}++upn;bP-%dwcd~`w%d;HTIIZ%k~cFT)mt$m0hWuz{0qsKmwK9OWjgS8Zc!HFuZiW1GpJxQTlS?9SHx zW@08Slf?~N7ZGMT9J7Ec!7;|LS0*=)G!Ag(F4jz9Y}!T|(-1I4D0CX5QlpylTNkky z#_nXh)m~h`rPdMw3kK$EqyJ!CqVztu6cXv~cyZA}N4H<7a=0eqb~SulA8@Q4CQc9e z{rO(2A2S(QLL!{jSG#J`xyYp65#Aj!6WI0IJB+MOwyPlbY`MG5LD6JYz0mJWT)_*C z=gOStflLXS2K7-wvs=8>m!o(vGr`PNoNZLHhXIbu%*X>`TgAOjGyV)YICMU+-4|Sn zf%P@%D%wI7a@L#%wuvx7(MFcGn3L4RCmW0Ynu&JM{EEH-+n~`8{HuG#xfa*%!uf+5#hJs=;`7xktgsHnb?s zCCcD(*xrh;wHG9Q_PbM4I?c5MD- zr+;GX<^~XD3zELO;3IdlLo@(O-#Hy!w0`|%Yhfrly=iP=BV8AcPEb9k#8hfGDFSme zWg~Xc;BtfUO%sZP7jxv0lz*AKl7^P2SY2YQsgmYeuM>L*&nV z93%fUS6vo7`(hak7$VLN7w^)c6Pjv5jRaz0d350Ou;P}6SUuPY7RTYxHe7T!2y%%C@_VN22wy?OLZ*C zABFT|PGlFM9zr|MNAVCsA?FCohhSi88P8&F`0glfKmv1bL*OBDZ9y~+&NUzmDoHyH zSfuU5&A(V}(3+LSQCD$Eh`80(ER@L%VmPo2#>N?9NUKv=*f4q;dXKhfa3v&m(UTy5qVpatc|{&VM#pd-G6u72 zk5Y%GzIR*oD0w^)y@`;*)N$1@tOAT0grb9=mFg&rPr68ib(}Tgu!9a-)%k;e{oW@( zQ@z8Qbf`>yt@ByyF_rp8$E(&VmHOt~uUH>dsc%o(VI8ef-~0DZSkqMM$Cv%5b+bzS zSN9#(HkJD6zdmpMOr>_8I?qb0)Sjn~xBg9~_Wfjx_Jm%Dda$Ewu-t*TqMtJL4e{k!!~D)naa zUTcj^ed>@c_ga5fsS)4#rd3j@Q9DZ3KdaQ}AI7aes??El)>y0U)VnIyVX_}Sb>v+e ztV`{0U%AZMVyFJ^YU?bO8gurqtY=kf?Bs*352)0*FTG(srBX+K;QiK*RBGbsKefKA zQj@3um(`!rM^x7!MWBWDs}v#zgrVj>V*0XYoAKZJndnts8T2X z@JrS=RBHC(UDkG$n)A_Xt^F$1@`X#RyH#r5YqwcDRBFM^FIh(^WF6x!v=*yxi^pDS zja1)GJ?D4Uz3SWP-#^=$uTo2Q?zVQT)S0JTYCWz}XZ`Xr>mijo`=^&%m#Ne_U;m4B zzDk|<(h}=KDs}$n7F$QE)XKhJT8F9B1y?+4jZ(-i`0?%5c=c`d4d1hVqEZ*0@?-0N z?bMg=wRWl0nnbU4f}Q%~p;k(z*5047eyLLH7H6!>?bI_FYlcd#x3*fNRO+JfN$X;j zddD+0>)R@|acs%TsMMz3`Bp)tHh*K3b)`yO{GFB7jVg8NmV>M%Ds|aoXIuZHQt$lz z4(nYib>-~$T82t(fA5>tMwRM&*Q3^W#k0Pje9`)*`gZlL4_F^mscR1XC+k#|y7o8M zSzl7A>n{6|l~k!4yMJdrs#3Qs`JnYzm3r@^GpsXI>bCd&#d=Pqs?!g)j!>yP9{ykJ zYL)sxDrdE;RDI<_>zyifpEbj}My2k5^V`-rIvV z(3`JW$E(z%FMrG0sZx*s%XQY@RO-q5mRJi_>f`B4EmNgF@yt}~H!AhiLoZqzRO;#J zbFDK~>eCN(TI*EmnY(vbr>oR+zx#{zUn=#&YYVM5m3nE^8tY`0dilH4tnaAQYj@vh ztyihfpIEgHRjGg2_G{}uRO*Wh{$M?zQeXb}ZPq7L>g&h9X-!nAZ+!4V>m4fft(Sjo zJ*iUPeWqaTRjD6*;dpDSO8uxMXT7FU|M`_)Sx>9fe~(>l9igP|XVd3d_o#2XKRVS~ zp;Gr@3pbkEi(1gK}SDieNUwh zy>6s6Tct*BFs%2f)aXCHX`QE1QYGZ$5iU_SFW*sp;A{aT4x=kYPm9ho%IFv?W*%mw7#WMi7`p*rz+LG_I~Rm zm9nnC(E5u?ZTaJ8tyfg4@Ud@OUsI{_^V_UVDz)v{XRIkIwf(H?tYhrdwl3=pmFj!s z4eK10x_ZL5tk0^{HERyC#wi-E{mZYdht;?1zBAUkUZt+T`8g}0Qa5ZGW5reK#`qD| z*(!C@6O*lOmAd7mb=D0kb?cq~VU1C#+h={y`l?F3Z{IxY8I`KSuDe5}?&=(4ovTvs z-*Bb1N2Tt*_(to!Dpjxj!kVK}_k4AlRZ*$?KYpk6XO(*Juv4tjcIx#7))!Ukq4$5s zdS0bIG^W$~x=KA_JZ#;nQjfM@Zq-%l!}IU8URSA)-t{|cu1Y=j>X)qJRO<0g!+MWO zeeBeI)@gR?3%{~nP^l;W^@r9tm3s194_oh6sgHl-v(~3n>JxWNvVLu+zCOJDqVO8sN+3)WpK^_BnlXRAe}{`u4mR#~OK`rPx@t17jBbenag zYVYUY*kxU%zWs8+469S6esyDq^>LN@HRgc#tJH4`uUa2bsoy<)qt&WXfB5QI*1xLM zpT08A>QkvVe*c;^Ri*yY`QO%ms?=Y%{?S^XQg4pkX?nvly~(;$r4Ik#5!S(y_FW@(o@#wkeH)pbYW1qrsLl6Si&W}} zpNz2%SLH_U-)Q~2`Zn%&cUgz3ZeiDA+xMxWTO(q4~7eZPDvK2+&oYRjkRG`wb_!;JR=IE;_%Y3w^mR zwEY-JZqjy*t;m~Z_-IfKM+aq?);vS?M9DaMj|1T@t@6|tjtAq}Ab4oNfg1AxG(qYJ z`zOD?vBq2`O*5cyP(KC|+V6`YN`5tzZ(Co8@{#h9_F9~SV9<}l$f^1@{Q|8pio;1SU?8BPs zch=bFnm1NsZYt_IMX8iQcOX|gIfU83@YPwr5{;eE)+XNx;?L!X^M@40-)7MvQlBcE z2R1!7Atfj5L#W^NQ1-T68? zPT7wC@vp5)ngU~9n=!h&Z~*m4o&HZjq^=PeE|Qf?LGap@6DNsxFLN6(gQ0>FTKisf@)I^KyQ}Av)*8 z7A)O&#K>Jb5QMIdtTB%>4XCy-wd4yWIeUd;3>7G4^SCBUb+jG$Ut-VQwR;I8l~W~_ zgoWlJ&QB%Pm}9+(7OC3%*A0h2q`I2zR0|Ec+G)pxTWm8VdR#5zI#5F0S7UztW?<|{ zhSkkt+?Xub8_>=3N)__QAQiGYCP32LXJMdF5pi^;AHsb^wdOt%XK2L28JQ z(6dPS`H^U8nVV~TFR>kOeP+ApF+&`7#yK31FbjkkA`2fXA!|{lxgC+^tYt+wES_if zob@aZR}W1)v?=X8u;{ENBvBqBIfz<3M8a9i+2Kgi`r29EZ&K?FS1*sIatu0W-FAGU z5K3Y1J8nR-lLXIkR+(X(%A`_v^C%Cm^9~;$bU}LQ(V655a z<3w3cxnpB43>5qPa?|SM_@v#}X1uZErzP2RPlX-`6&jm8Q8lSdBI^p^n;i=*D)Sm= z1L;J^X(}G`RCskPWZA4B5Wu z$ZBkhpF}kb8IIYB9fg(3Qw4=FnRO80lZy+ZpPg7e&S~S}3J(<+Cua9=2)gZ9M(^-@ z$0(KVL#s8*O^8AeU1L!jVLSg^ zd$M6|d(RW@BM^=$qk3Mb8XAPkS;eYQRS1uk2wL_wSN!HwhZ)m^Og2@^BQZ++ok-6K zg_P?YuL^1`h(;3~^3SrPo?I|P^st{?Rvl`dQR&AqHlXdhgZK#W%`7LG9RZ5Tp?X>C zE-pxE4@02J)6TKEt73|hLXL=&v$R3Z16nBtn%!+D9NpC!UYW4!&vkINAMf=YPa497 z6~13|pSwWPlgW4CkQcSZYntQPl)&4?E~^l2+9#3Rak`S3bG_=?xPE6qTGW1wrdUbtjlO*vb1)Q)l*xdXYznrSEW*^OL`%)mVHaF;~-xc1t+8&yhrE zq^jvtt!_?1jm2dW3XNW=LEP#)gwW^)rmTo=$7)W^V#zYx8WQSSR5liu47ijSeA@1t zL@BTTkhg{~#5ESI8hI2@jBB$>E>@IyoNU3}{B&?jcRV?6sC6B1bec+Gx@>)vwr!Kr z;lCIkFkDY*(xQVdS+|@`77egiXj}a!0eDXj*RZP}n24S^xS~Q%Lv&w_MMXE0tq_$s zPMs_H!}&|c0YKRY_T=W5k(q_Nq^_0Z`>VpLy)1B6>AePWNC)#eIc42m0|nRPpv+mt zN(r|;xC#dp9Pz_dOwNk@wD$RfYk+QfaEz}L0_4^9i8#q<0L%o`-d|~+cOVj(3czQt zwSC&m<)pmXjtKv(p~v|zqvB#R$JiETP}vR$AMCt3&e<9}m(Xk++ZP_F>iCij;R^vX zgj~8Q84BaWsIG1l*02ro=n|*Q&IsVWha8H=9CFL54b6Z1x&}AH8mg3iFe(70yp(uky35_#cCEwJg2GkJI^#-# zcbyv2?!rDg#J-xw25b-OP-?`URKvBYT`K69_o}v`8m=NwRy!;7o2AzdkV{g%iW{Ej zP6bCZHFg4wq*#lvU_m0Sxm;^+sZ}gJkm3U_#Mp3z0JyoKF_4MBtz4Vu6+^&>FEw^} zt=Vw2)t$Q?>Ckmvh0dVaE5A@h1~N$hCt#4;^Mku-j}B#E!}N=Ny+oK=IXyLY^sgCb zL$q9DCkCmKHm8RJmsGdoR&^Zo&Ly{{lejbt7gJPle*t?kYXI`*t~3*`;5roCmXL|# zI=f0alg6`#ygqGxO#qxt%3A|@RxN0evf^bnTvJY08Hh`)cs|XSLHY0;JuYR&>jR=q zZ62cxbb)CGmruc;ApEBdZSfXxQ#7tKO5lE1;ib^VDOJU8S{Io)**>6To3bX&HB2?p z^9XsmPr3{56l_W6x8+o;C%G9cZWeX%w!@t*O%Kem7Z2<@5%-zE-AREncmqB`Bzx0N zRp--FcEhDg7GB#vo^QSzpa;!%pDb|aZsaw~A$qx?3lX4%YktMMj`7?Ukxz505#tqD z2C~M^)6!Vc{JE^J@hmki!4LLXXZryJoRg$CWcH}g4oQ(8r9J1k!ZWmV z_?R?~-P&fYNO^cvFe(iGhCGc7aoln!TbH-)%FebIcnvwo?cqaKjUC?)%W2ywCEM^` z42ZAxlQT|z5{6tm{;+vN9v$s$%8pcMUJbY6-0!nFYdS;ejOI1TUU8NU%Qb%gmqTWq zmH6~u^@5PVIEf86(>t56J z%x~xx)v#?8EDG6>iR%_KV)<~atBe*g*wCnlEG%k-P zY?HCymcO9fTnG88v5;Nk><(HV;vGQNPaONX;W!}rS3U7)*HB}Z^Mth@!gPwt(@vLT z$^%5or^uLS2NikeY0kPDyFzFvG5ZZhI|`R@Qd~vjjqQvedmpYzMmZ_{c!*Vr9VJPP zds}o3{ot7TtM)Mu{|dZ`ch<5(jU)eB{O(G1*5lV1Vd_Ujhv!SC&id_xB>p&Mgor$* z?kHblmsEw7KKr;5HRi5XSLjW4&i!~|Z_;~KFD35HA(l8lIQE=MaQr%3&djz^)-*Sp zevcnw3Us7?V&jd}H#d;_srwqcuq>?9C>`2FB;&0PzHByUt*WYg3T`xOSMLpL?LTUg!n zANxdDL&prV^IXjFo_AQ?;)-oMCc#GttG3&q2~QX`4VSn(xKLwP{*f%(?-BF**!es9 zr?=u|nOODe_}ox2%a3B)+;=0Cy8AamUgk9n0}+LWr*QDxeKN^kC-O1b-$K$_eSszM z01{q^!9z$+YzxEWm+$Cua{RbwFGX$o8YDyNL~XZ%<##d=&lgslDE+CD?A9S_J8|B% z>jiADXEW?<^4lOpz}D)x+k(B_C~0dDQ@hR~7iIfp2!*2Q#CN7Z@7IZMBla4*)RQ#B zumE$q;LO{|0mpd`oFS!4xa1iN?uC*97091<@8V2e|7(cpvgO|KDvY-Z_b@VSL&;e> zXqs*tVj3Fy*aNA(SfGtm-2ZPsNhJHle#f#gOVd$!vY!(%HbqY zw&c`;4XEEjy<+_-8ct-TyE`F^FPG58-tOq;D)9q)n-LbEzc2Wi#^1Py-Uw}IbpozAJTi?xT1Juq=N zapoOEENa?0T*s4L?JGAe-+;iZES|z`W0wau2!My0(88G-YNKssdjFc&rv-UA^DcKa z>|1Gf3Ab@-r^S2?$mVs(7x~z-rp7L7A4;E#Z{uudM@DA)ED=4ptevoSa*i>i%nuy< zvck8=vt|#Toq?++lNF5EJH)~kMubj>Z^A5Q%_N>0HQQw*Let0dr0H?$Ac{7fv$hKQ z7r6Fw;@j=_-(%R7tKi`}wkhS)hi{##tm<#s0vLN0Ip0NhEYj<*cr&}fLh@7bZ94y& z*Tu}V*A9Sy=k`pNdv0oEuEDDnZV`NkUI zB-<)a{y$^HKL%+^4XYli>X&I)v|$9 zrfcK`6$z5D6@qHN-fNJVw@#zh*xMfh(0`c=5Mk5uiWR>zA2?&xZju_RQC?nJ7Pf02qFvCIUEa zxGj!AC%kf8DbdNV<|DFdG%wA>=nn^gDxdy#<8{4{&Xyf6hPbnEhSb=rZ*R9c)>SB8 zcjw!rwAZFAThU=B>mB2nwduh4-Vpbi4hWAlR}$C`!O73A3f@I7RHUSZQOUD3;ymhV zO4)2dnO=((PvpDO@mwjE!n?@y4{vAnTW7UbbryL5YCafi?0vzZl*wt%DGrA-(|J6b zER3iy{WMeSCtg7@W6LUa(@6n&+%&VJBLszeV0{L9jlHf&ywIOP=g#05ovOy$ChkF_ z?O?*;kjt5wQVerYS$L5}L2e*6aNsQz4IeVAvvuw|wU}(JLCQ6^PIF|0 zuONK!y0PWgMpMoEFGBO`V^Z8#TaM@8+AFIQ`=V2I3HQlMtu_eS+dmv@>}^((G{5os zHiE3Nr(p@q5^Z>ioA$ArUMl0%0R~xDJh6pYeQtgDHlp?A*s0E8!S8ERxVI(SOSyOf zw>^|&_{3=0mgG-R=|PPJ#G%;qI?D0Px+^dYhahn^_S)`H>J{CZrUA@umDs`dWqj-r z4|VD%e7a@ZP(2@THTG)oP*T+(MIMk{&`3Drh*L6SbOUio+J-LvxN|ktJvE_w{Fu{# z@~u-JHTL-O0cNpysm?v*T`YFzYRcl5h7*fBh7*|22r#-qTr}}A8e*&h^45!VQy^Z1_kB-864R8)SB!BB<6(A-x(E(1opX3K8V$_-!1ERqd(C1g-+Y zy?!R=(R^**)PZkRv1n2`>5FsU+)YQ&_obZ36CCoC&ReI9^t;pX7N)dL*#-98H1*M$ zHTK{;=`o)SZ>LRGWADum8!*`e(35)X2sSe^xB@>3+X!wVa<|aa1+;04@EE1`NgVZX zm2l;P#{O8b}HeSh|^;%nl{b4-f3MUx3hbcw6uD4 zRLy$v0EoDztxM$`Li{AtU6kWl=`^lLV@#Kq=t-s%<*q(zmc6;G>(|v2Cj758j!{Lu&GS-FV9NXJ%_bVVgdf1Xgq!{j+=)vsGO6UWnfo6kLZLLdGlK zLdAR{iyIP)`7CoeiLT*=e7Qvz7!n|X-B0cV%Zn#6d}$Z=4BE8&=Ct`K>YVMzC8`WA zUw9xnk*%5y*j$Q8t(@ssG2^7OJR227eOS!$E8UA1jKtHqHR~6CV|b8OqI=*vQFf<` zaK_p!ZV-JBz0u;L!dV}b0)=(TcW&l2$x4O@1x8kAD~82)G|9|O3ZAcd`!S{}M3v35 zau;WBdIzu7M~rLMK>_b_G_Y)t-PBM|BkOC{7lv3iv?xZ*sO5Y<)0M}WZ!wo5juCss zU33x`LAvQusbaR_h<(AsAKM7mZ{1L{zBR;T=w4)qA1P z6e{m2;YnLO0Jx`yulBS7R4a_3FqCyH;at#e<@V{cGr}{hLvSHXwSu<|x@C~lX_zJl zz@SBmgZi_++yT}%q@maIM`gT)~ro_I&F}%Zo};Dp&Ru`Bc_si z(c^(w{Yq`$rk!7j$WBb?z_i%APUd1-xv(YMmr%s7Fo^eJ^*yJ`vUHb=Mvb)#ECi5 z9tjm|=mWpHAbd^C6u994P&>;9quiKd%FvI%lYZaZW!oZTiGEfQ!hGsm(=|l&Yy)ie@c-1LR0Jx_K zFZS`Kwf6`mGX4?+%TTk<9Zo&CXE=d*?{ES$XE=eW3@0#u7GO?r?cEndWO;W6gTX4` z_J)RW_|_>Sf7@jAaN^w;1(=z(_Tm27L@|xiF5N}b+`&S4U~Rpf+;bR-o_K;5L(dN< zCVyQrd5A);r`w&?o5jnqxGe)4x&xW&r+U}WWQM6(w+<(k)`t_A*M}3Bxx)#}al;AB zdjy!F(qnCW+?DVES+izFF6H<)LSW6rmO>uEpfPd(AbbY&PC|)W@;)o9n)U7j zK#>oas_(6-NwYVN(B7O_8ctI2>){0E^TP?u$l(O$|ArHo{BQ#E^Wg;M!Qlkv zABPi|qlOche-L1_Sgv&0zO<&jw_L%?syLP+uAX~a*MM5gfd?#l_XAd!IE$l2eREpce{EJ&C-R(4 zZw;f=qhl6GWb!YVkj@b|;&_F!QpCwtb!r-YO}B}|%T!W-{j&%4>+cQ#wR0Na_vPYQ zYz#R=I+##5^qdIa(Q^jTINgs%kDgfR#^(JRC5}Or^1Op^7z&qkrQ+xh$J3G3W#KB4 zkEYSnP(t%KYdI@iEv0R6J@UPK4aBN&#eK$u6UYVOYQkG?bTvHAh{Y2{_6R&1#TuxP zRXL9lvMYwwo5%L^pH?_jxa}&-3?~{<{G4Bf&JMFn({SgKSuDZ5jvM6TIP2WqZPIPW zB462V?9ygQt)&6->mbZ(MRi z41|NhLE*XKD1~Yx{t`b_J6ftq66I=Ky$_eC*aCInq$ys)3 zxU#m1=qOyX?(&vpx94sXqWo(ixF_AE_Y*}EQytWUHVrV-?QX*`PZF~8P2aB0IC}dXK%wy z65_|C26^_WhS7QC5HE$)Hk0J8pAi*$o!21!zBL9(@>K_*PaE`UNQ;WGr@@p8TR4al zox_w9!obliuco>?42L``mHPbSL(GX&rQFNEqRX1taG^)S>9S7wH$>e*lJNc^ra#P# z-Qc-#uJ{-?8g#UlBZ#Jt2$~u+hudfg}Q#KngHLLXiba;c0q``cZJ>WN|og_tG{%x#*O=tgl0H|vaXXiSjS!Yxm#9S*W zRaD;rplO}tv-~@FuLI-223e2%8==0S;Xm~N@T*1ACI2?A@`6OX!G86qg30)Q4l#WV z*gaSEtQ#8?q{n*9ZwNQ&FYjig)GrWJ`c>Be<*n1zHS5bm%yP%T@4?w%c*J?A7k|W7 z2zUd917Nm8CwVl$#Ax$yV(`l01m=fB+}mL~Qn|2LRI<9?tAcBlXcGy$(Mj9~nl9u1 zTXA)ucG1+iQtu4Bc#t~1PIisn1fEQVVdAw{_tp)>>QoO5LHO^K_+_k|{=&-J8F^5% z4jxYT?R|1Mai(`Tfmt-1z#KlDWai%mXU-`V6YXLXtF=@}rE}X`@mgrsY)|GBrS>FV zbHZK1n9maJed(A*e)olouw#TBg17(3%o!oTmg%9!LLcq1V9No^FuFw*>dnXgs9A@K zZu$Q?(LbC<%d-D33aGD;T_~t&Fd^Q;N!ABU^+exMv~fk}@^vfPaN90IPR0zeN4bIY z0hqzzAXloR(z!&Yk~EWb>ukWc&clChsc)>eSl{Ixu)bz}N&V|@>R+b%*KgFnWS5-~ zz^;0&Qa!4O-DQd|$ZU)EmFjo_f}NVRXz^ox0{^L1M`24JHyD)T0@^u%Ry~ZiLF;$d z31f9cIbB9DfBjmN9zkEnLIqdKa3;0oaPe}fUOk-UK>oQmP_F6`#rU>TzJk|V>Zxa| zqo9>DN$hghudG`?8%@=3Hn&st)d?4^Uw@ggHr;C)o5iKMXp>c9?W3Gt8LA`blya_I zxAq`Qr7Kwf5r|5c5m?sm|U^*Qsn=YvjA=_GZvhT52p~&oCHq zWBKw8tBeeSJ9N6j7P5YiCai;wWOQ18K!SSVe|YnM;(z|k|NNEz`5XIFvEIaANyTHq zR7~vz|7nXIj~p4x=Fc})7V|lH0Fydy|7;xT*oa711tUG_Vv0sFmR-EO(^y6K6_p6` zhCbE}40`8=)jH~MMK}e=MWo=PAt>m7=t%~2_X|(;-~Q;nS6?+4_)YBWsYIa6Z{AF=eUixIAGs2LufyP*P6mt2GM3{?e(~mnu^g)0*nsEp zG8r>tQ0Htw^dp6vt6$TltS((|O%t3$nS%s`%ED8BTIn2%YUI-PnQ?K>>@{=7>Rh2xE*Z9Zxey_4Fc>h~ZZ8|_;yH9_QSZ&6 zs+4n~8j%ZYgSjwcJ&VH@8p|vSYQ-e26Bm$|V}2ka=E=dB=OPFh{sai4J&_6A>nqs} zeN2~bN~AaR>G%gwj??mFL|QHhre*O4@u1;vUU^{mtFP~^Kglf&SgCtoxwrqlAKZKA z)BPX0ss9621Ud0J#WiUUss>Kqa}nwLTnPGB#uGTWPW~VC*LvuR^M$ThjbQ{cmL765 zy84U_#dI&iIxjAni}YSwJeV3deP4=5-xI;~buP%p&KTFJkorwevXPKEbxU{ z|I@GZ-}+Mj&QBZ6dC~vkb3((i?kp zW~kITSU6CJIu@%sfnf@8^iw0EUlWYpVIevIb0y+fzAnqeOC>mlG`G_L%W|4#N2KZR z!8Eno7IQP2oD@vH~0Nc z;JEhQ_G15QH#FgzmVu+&5fR;`!CceO?YXPgf7iV_nHkef3p9z zUHv;Dbj0o#?iAXLx!C(Z_@oZAX-ZZ}Hq#m8lRiIQ!X4W>$i~kc*^eS3 zqix3k-8QEGk(c&<`1-w%JihN~x8!M`IHI3NMAQ?EXu|GS?(eVOE6nh_ZbbL$-15r6 z(Y+B7-66qq!I=KnKe_+V9~6_%4&z z#*$ASj&V{%jE@9k9MS*Eqx)~YOYcYdBS$eSB8myYC`PNT71#K4e&A>pMntnO7|j`C zL3zGe#-@h0?X&Oo2eGW=lBRvwbLW$L?tMyUV}yD*t>;9fwb+c-7QTHx4ZFD5%+Hu` zjF*cDj=~l?O#E`*(1~f1kAq#y!14ftk?;+|b(B#d2_l-{s;kPhS>F~Ho84DkRoC|N z$LgOo1laaxoAH+nmMNQ2usTA-MXawLMtgGg^-l2Spm+Gc(Tvla(Ua9~MBHGD-gI}` zz0u&4hhxkPmT(bEu{{{$u@?!a%Tj$Gvth@wSw@a_M?|#ygVDAwH_d{*RAsI&u{2$3 zbQ((*8tc-zN*Oad#BqlvOw|FFsEGH|xzZxshG!u;DAmb#FvmJA!eI z+>F?Qe9?tR{mOAX77@o$!L$7MWw>6UD_{1BS8Dvsk$pBIvc|g~FPqLeyur`ByPNTv&%ATRq+nnP-~Yl*{jc1GO#_&5MyqiNu8PSkUEw45MpQ^Yl5kAoSbk3C?l+HkS4Z`V_MU%pA}vT9&%j(bu>+z$og zo^vVmwvjGra<0cpwScC%I{wh5I32Sh(s5ZZ9Vbg!+VlKp`d|83|5G2^{o<_r30N5&7ogI8zaEjtaJQMxT|-8!TY{9F41T ze(Q}0VSF&FW~fz)u&SA9B^SjSs%k)9&bFH(V*W`m<`#u{xw!6=#r;Uo#>z^Lc@A82 zX!v5BlJ`fXi5w;Mg;*p3{>reW5wTtzjCDf)(=YD1{XT4??s@1_d+U$v*;&)M z=#_z^J8E3CCCs;j(al&1$1A@HhlesD%+n)c&IDsVnb~6NuwqZ+ z6?s|YdbIL)R`Qz45wjkL>dagG>no*%ygLc&m75V5s_ROj3h|O ztcVEV#t;xNR}~PmjD?WSj?s<}oFN+{qFEA*W&)F}R$9id*p9nb8)i_i3>@865z+lm zFgoSs)ikmCmE*`o#PP0R9LEb4%#Nt6%olM*E>|EpCIJ7W-j6|8Nyq_6rjx7T57iUkRQNuNbuB12S{ew?{<1F&Onpen9%4-_`%hjacLD`H*W;30H(u zaDPM!#z$Z0eJmn`Zw525U4>Cz(AQN=C)J@|V^bd-FWZgHsbap;lahm8m*4@H=B#}t zB3&O0rfZ6u952VZUnY+7A0nbWH5ld8jqyIXc5(1>-*dP0vv3v6)QDlx+3cT6L+_`$a@_j|QVN zgmav~Js|w!JnCj|?Y;Y+_^6IGI6FuF=ZMJv8jO6FJNQC&HSA(fSqM{rqaQgwnniy` zFnYOKHTLeh9wMxB+5M5Dnj8_;bHS*l3u%z7r1 zJWe1Pd+JZ`sotP-v{^=uc2PvMR|lh=BH1ckm|o_LUnY+7+=wXKgHgJBmT!`UkpV3y z$Ga{f-ggG$ov|jD-u^z1|ys(5iU#N zN)t>5rdig9gJ%woZ)QY%>w@teyYKl&_C9?5-p5|r{o4C@2$LMcI?QGnIokG!XipDD zJ8e_EmxPn<(xOmQ`nT6!QImWe>)8>p{#P*83pbzIigRSbAYhK_O_eO(y-n|6hWr9d znCyZAM10Ca015Gh=wsov+~(JNVkj%-+*lKl8*RbdIC`^*y$sy{q9QDHqCCEHZ10SS z?c`u=QN@6KNe1; z?s{PNi??yy>cFKAeLy8SJ(Y;`tPiGV=DuAY-n;9*JrBLK?+G~MZrk_z4SSz>nX4eL zHExLf9Q#cXu^$?YeKP0tzB`}CL2f$K$9hBOx=$XC@%<4o{zovz6ZjEL&RqR~n#Zk{ zfw?*EMr#`ap^*i@G z{5V}yBh3LX37_69C&&A8M7$G&@t!MvIDBR$$>G;uu@eX@E166mi;Ke*%KFJLqh;l$ zhOq6(wQ;)tIU?Qf2&Q|_eZ3BZ!qP?1^N7z62H?@Ua*W;_0Z8+ z@-&`j3(n4w{~;pst-;8r^N^5>_w-Zyp1hvVloTxW)O~wD^|8G#Jz;EIzh0hSdE)N= z+8tij*U(hSIWR6F2c8b*z&Qiw0FTYKPHKKB8Heg*eD|3U0LA_w@VG z<%SF}Lr?Fy;~p4FdmenY|FI|VssFA!`fKm+fABS2g}M8sJ6&hX2Ui6raXurl;dtB8 z@~Am~c*}I3aXX5c|83%{#(U}3TRd3ic^`D+KnL%UyC+xzPg}{a>q1<6Z$5)305mVyAYH`d{#_Vh4R|j1S?~ql4Wt;Hftq7*`*GS%%YaaYP#a6imZhWn%sG`iF4yZKf6Hy)((5UjMMXTb!99I1{J$&H&1BS`ray zIXsva9-T;!Q7FSv2kn)CquUx0-F?C6+B|JM=Ym5!ho~bTXkkv(brGq$D442wP6E8H zm=|{^<5pUoqJb3T)Z7t~nk#~-X_W`iom6!e3K?uNks2$>txM()(Fq!0Sx(b~5ovlk zn5KCf%|xY0FQpjE-?4tF8X5*3xf8z^5E`0DyN}BZq#&o};}NO3AefpH1FpuW8-n$I z2~~pQe?B7qSTO$a%w=rA>Nm4pxcbF)vv1>Pj_k`3k&OsOHX84x7~G?$Gtl{gqxn`u zG}i{BnS5!yx8o8s(P7{U%Kn|t;V8-eS6z|5K6yCC|Bi_9)4>>95&TW_ek-kCnbnzv zmPjCErkic-meWjW7%jNLDegL-Gr+Q(rr$)Q=?}p)og&89`M744ZE@h1Alr;{z}{`j63Uf8qqE?NQOfrri>%=o$@ z4_%7WacV?5&I_iaRg6X4rj*N>nGzneDdF)G9;!q~Yv{5LpNpOcSeDbYEFw+!2h$XE zs_Y#RA)FWtVZkO0=Zx99E{-?%aPWZJ9P;{h<9s|i3gs5ZLHUH+=o?s3&eV5Dr08FQ zDVic*lEGs~WXY~EizF|)eEVhMC^HdJ&I(4^;DK*7)bkZ41<)7a{4S;oc=v~`s&l>Y zl(;Y78*C+<${i7@{7NvDD=)w`1&FR92ey&rV-;_#z#gC}g<^NuN%Hg#%$#_RtAG)V z-1Iw5K+I86z-9Y--wjozoC`Z6a$$Ke7pBp0!lRioq@v^#T+k#R$9iu>tkqzwlVH`f zme_&LR(jkKuOpXT{P)hn5k3|XVJ#TpsoZM@nIWqSTB(Fb9rKlfe9%Wel(no-aJe z6uXV*i126`e!YYrmG>qja&4UMuSKN0Bbe?EdQNj=yj18ii-?WhkTy;+cE51DxX^6Z zhxXj}94^#Ftc%gIc%jiBaV9$ILG6!0iQ#C6hRoP&w-o<@Zh9=Ax;9ja$r-Q^1 z!yznM7TbZ?9NdfxfhXUC(TUs3F&MB1*n$w9PL~FKD;wh6S{RXAW1DS0^WzbhhT3v} z>8}2r_aP3epZ$YBnSuDdJ$Aa8nLA6 z(T|^9e*+JK#qjaEZ+3uXIZeG0X*wuaPfXhk=OwQC%XJt$XnNnPpW-s4_d}C>9P7;y zv3?<#{~c0xz++?c>dwvie5NbET}DgY@?`(cTld~}D`IK-Z-QcL3|b#d1)RDMM5OLp z&8QRMLgU?MJM|uD{LG;}%Ama!VLnd|mT2!V9}aZzVLm@?#zQ{q&ET<1CO>|+o-VCK zc&_)FFd#2y?kj_3fe6_-DH!u)4YM~^pFAAnzeL3Nmtc%j-J;1CaAramQU7cl>GvZd zeI*#_S@6+pVMpzyvH)}(y`;@1yy2)e(z=WJtkIn=!tGqZou-L&?~eC~bx4nnWf z1>uTt3J#eZZLK;bn1XpNg<`&(FZUHp`&nP{bU1dqyVHI?x`7nr)Qpcv%`w5$oXo8| z@+`<0KI;-p>ZpyU3qj zXJ4{A6pd9CJcyxFIf(L{whJQCHZIt%pX;QJZqL*xVq1MoXLh=tI2}MaPRk_`X?Zxf zpB8Jh*uzj>rlXMtr%q$Q-JojV^d%$GcYQE@GwhI<`M7Hx1j17Bvs#y|;}_`>rT|BOXGHX82czHYM8BfDn*wL?ZegFXO}t%&IQmi{UM!guLyss=elHC> z`_-9@)AlRh{9hL@Z84MF%c1w$hM*>9@djpvuAXz}p@`h+4(85$Cv+!;hC12lcU8|o zN^*KW5s{u7g6Wy*i|Qf_!rrvGP4Bu8`8oC%B4QsC1v}iZ#ZtQLx>m&>yUNe8|6@e# zUk%27qUT|W^$1*|&1vQtbXl~aN^tz&j)?!65ctLZiLR`1`PL;&S+8G@U~64+P7G6m zbcuLi0nheU!QU5j~>T`op%SR7r?}<;B1`a=@3+^Dd zCiytlzemKnCm8E#PCHAk+d8lj%r3Li7d=j!OP88K*TU%>GbP$u`@O+*p3{_0CuOaj zhz+xkZW%4_=-ljbl|-$KQ+;eis^O2(Q@T-p#!GUy;$~5Ax6SfUsIj|)RSc6ynsH?6LTr-RAgR@7dFB+@lq1kf= zORBdwT>$*$Xgu9Kig8De^mkzeag!6xNFzqdywxkOMq7?zrcpi#fF2Q3| zR_E~WY&;{b$I|;Rd@)Xm8Ih7N22(PFM|7_&n&u9o2P-G$VBpckI{bjV9CIlm=I4Vk zU*wcL`129~-r9vr%94l>%9sd7M>sJ%b|jXz^b)*TEEHJ~5h(2B&q1;y9t}?_4tedI zFE>Qw%h!YXGP=y(qVLVd3wp;nKX5d6MMQIJFq)I3V!Nc0*%F6)2O-mByJ?=yREd$Ir1^)Kw&|H=Dt*T>#RKED6{&+WPG zelY_ZGo7_wS9A3hn853dLFVWqeQdp&&Q7+G@kI8HOe z>cIILoIoh4jRTCfE}Z-;8<})h5!VH}E$5-Clyl+5h+LQ(%!L+p+Ao)+;W;^Gj4Uw*=GUF-kglllN1P)SbDcOugB zo?v>G3VP&w^>jc)kdt(rAYtBfD5A9+adswU(!5>N$%|4Er}k$NsXZ;2+EaM9an}Xi zlVB{nczLIRjXDuZw(GV2$8JS*;6C<`{ntOR`}Gg&bPlcxPT}t&QusnJh0}y!uFSx( zDZ+&I-}L0(S3j$h(Ig+o`esC|ZR)|p|*a&Q_j6ewmWMgA#cDA)Ut=XAnf~3VZCW|lxn=k zBZ7VQ`OfEj_WA5{Jfl_c*=HLYgVT?H)vNA#)BU<;UEcRc(1saif&- zN*`nwz;#zV)T%u=H6=n)esX|P-cei1W8BMFypeb1A&<}*be#`~`)dct{a0&qKf^uW zp0i1=1O)wXiu##xrgG$gL>^qM=X|AhzlzIx|@ zXYV=i>Z^XJ8d3x4=eYsu=f2wdIhykB_gdL)Wm#$GM)=Z{#{0zkmj}purZ(^6eQOqB zh8X$=@%P;U@^^e~{${$i7jn;{I56_LgS)SRK*4WLx*w4gKOdkJqiRdxURAm8g%|p7 zylVf`ul2wDke}nQ7l^yx43N9u)#h%jH%qb@E-LDR8zi>-nG1PNy!~~6yp5>6?QSxr zjS+c_I_zx;xD?&$5F;W#hmmg)pTiFy*r@Hz+Bz&>l-PgO9sPS=-v8j;`}f>H=l}ey zR(p}SojgEpe_xy1mi}uV*>~|JVIiCU5pi_v06Cggo1@X54Tgpy%2VR&!~ybkLv6mw z*ZcHeb1!sTbR^A>X!t9{;i3U@*j9~0cR6-EoJ=iGaS)qFuXfA#+T*F5h-tW@Pa;`O2d@;b71 z13$~tB5-=(g-2*=bnokT^*?qSUVK7c7jmHp<2#b2G(cIl*4F#XvMhf7VWt;WtI9s= z2SN8ElH&FOO0lT66h}r#QE`>+&4ULWG6?_o$-Xw{0PdKm@ewiq$N-uDhuX}a>@g26 zK&kWK6z<+V&x3UZjH>^E+aa-Dg-~T#3~7*z&ks<>Pgj%CZSe^kuJ z?*7ut{rB8MnJ4N!*VwPk>_dyrlLwr#mKb-YDgW&e%W z?|<|OKkqf(C7yQ-kmny)OBi_a{IyVNgFs5yUi(1I~qmul6o$(Mk*aT?vo}NQ-3t(g0iW?(kfZ*nFCNV;ziP`Vwpr5i40 zi>nJ{r- zceZ2U)&d-B+|tv#1^xr4RQsHRFl%ytA2m^<{7-!{ctg~`RpYv?GSq}S~`zwhkB5-xqW z@%m0}04G7l96U1($v{@wJ79@?HLO4t0~_U|ULr^*PUVi+obm7p@Ox;0-$Sc{E4su{ zt5SK`T|Cp;h%H%QQ*rPi@i)Vmzrg|i`fKZR^r|fEf!+X#|F`#AYZ5zr=2TLi5{D-m zb9hLA!zHyj9KXRmcm!!8mr)|!fEq*JAWj$8jnlJgb6WGF2R1W)_h_kYZY{X&B9Vr> z?V-2yW9ffH>iO8fI4YJ#q``a&sREidwqiq&#eLXhOhA1N8VP?Mz|trzt-#U|So$26 zj>pniEWHm)Q?RrgOP6D5BbIhzsU1siV5tX7DJ)%trEg-Xgr!wjx*basvGfR*&c)L6 zSb7diU%}GDSo$|C{RT_Fz|xPf^gmddilx6{=^8AJXn{Zff~CW;bT*b|V(I^3=_D-W zv9uUVU&GQmEd3EnAH&j0ETyqD81-@?mNw&WS7B*8mTtk)=~#LIOV48IX)JvPOJBs& zV_5nYmVSbzpJ3?+So#%~IEDMODE!QU&PW-{Owy;Ln3tnt-J{v2+ZUK7^%tSXzvw4`AtTEUm)QNGzR)rNLP0!qPCTZ3mXd z;BS{<=@(e~G?xB^rF*dSIF=s6(otA?8B1MQ`WGzy8cRRG(nqkg7fVNC>GxO~hNXA0 zv33iv+}J%puy!{464(r2;sB`lqcrEg>DD_Hs|mO8NX-&ndAOMk}FU$HcF4E#A2 zOB1p5JeFcu8jhv;So%1Y&cM=KEUm`Uhq3e#EPVn?DJ)%vrJY#%DVDCl($!eH2}|!{ z={_t?$I=s6x(Z9LV(IT#`Z1Q~Vd)^2Y%INvrQc%dFu1+iS%;OCQG4u~_QF(!XP=h@~}Hx(rK)V(HUZ`cEv~gQeTC^ca>tk0rd( z-WiW2yyM+D2TOPly7LH@@Lq6dKbG*GZRY|k;SJW#YgodYoSi4Igtr?z;)-ItTi3Z6 zf5Y2non=_UJ6xT&v4l6EI)`BiZyR-P#S-4o>8!;P-fro96iav~q_YQ0c%PzkCYJDK zLT3w>@FqZK2$t{`KIfBI!n^LAC$WS##5sS!65gcdT!AILXUzEzEaClJ&P*)f9aYY? zSi)PLoDX6N??!TN!xCOmUMG2{F*mhhStXDOEO5)-F{CA=)e zxe-fvrG|4fmhcJ-=VdJ6r4G&lEa3$R&Qn;z3j~~#u!QOPogZQe6V^Nbg(Xbk?kvO- zragDMv4knT9g&wClU6$~;cuA!*>SLhiIts)u!L!fo&UxXCiitjhF(ma>-;1BhG}M< z?_mj(r8>XF5~d(^W?%^ueL8=^5+>4gUcnM3m~_5{B}}vEY`_wxD|9Ad2~+(!ld*&e z^PG3Ego)&w4`2yXtT|6(2@{ezBC8mt^K$OO-!So&b1{}Mos^Tr5~gBu5?I2tM$Y@O zgeiQSZCJwOH_jzk!c;O&3zjf3i}Q6XVTu#y87yJ45a&89VFC{43@l-K3uhmeFad;f zC6+KLf^!^}Fin6{#1bBRcm9keJe}=~z!IKrcD{@yJTvUPfF(R7>wFtactX|LjU_zk z>GWX<&pJAfDDV+;Qn-u!MUXo#U~D`vaX(Si-${&hM~30T5uc;}z6gwxZ`Ml9hZud^IWICbj$7)v-M=zI!GIGg2Mk0qQra>Vox&Zjt! z;%_+j;OxK>j{KeZSiYlx^%vSzu|z*5o0YJ8ae&=8xBF7C0N1`-#H6Q=U_<$ z$s(>T4K8Gp6=CTc5SErkwinZByRan3R19A;fXsI=}6L^WI^6_jYv#U>0@7?U074_a> zN}>oKlKi&`5_QL6tY^qpc-pj(=fuxHu|?7}@Y1+gp$Kbzkn|&-^-{Shp!_4ddIgl% zO-VEylqq!F1P{gI+3RJQ9Vxh)0FQ9^9i_^91kypah`Jz6jlr=pXk0N>2=ExUD|l4E z+Q()?0qYG@5)B7y{?hEu3~pDl+F;GLfa#EB>gs%<7nV)n$4nkN7&xH@hlv7{W(MCA zxUJI~)gsP|b+|Icv$?nsDGtkSxc&~=hd?6yO-Ljz*anFd$Vaf5Qy?E|N}}PA&+?K7 zqIY_`CD|FsK>d5ybP^D$w=c<6}w6Rx7;M1DBYN7qX%&j0ATMn=J+0*`_2K z4sKf|xD`+$vY5(u^{P-e*8hy4-NaUaF0`|J&|*yE0*SaLL4xjdB(m$-Tq($|H6_t- zWamRd6VajiV1)C+Rs!~q`5J0G-wFA6{N1g=_k?vXTP3K$zM6wvdgBpMF-2yo|QT5MYIqgnZYV7iMfgf2`Y(Iq`DT;<8}+wJUn z75(38N+PI#gH1g>5Soz!X%uNdLUNHajq{L;VmqyNMGa#kM^A00!`PW(3lCi3nr(L| zQC@x_^b#Eyx+koqOV_Qi(%HN};&X=L!j>4h|9}l!xW!F?S(jR~1m9!VrC8Z_1POy# z0%QFS3m=urpGl8zv1QZLV`+FSdJOs|yH-V`zpbv(NP{)C*H#!==IjfKa7#4oUhy}G zfoG)INk`OYkfB&;X%vniD|k_w#qsQ_74?oWB_SK6R#OtPStO7L)GYp*?4;haaAV;X z*=!EB#b8p1yj=+H-wAn6X0e>D6P`I<2l%YH66vOHu zRH9;#dQPQ#2MagCG=vYd(qQounaLgDX40~C>y|BWbys1_mf-2TVcr8DQO^=SXR4#{ z&5JI3VpU+M1xcT~U=yS-Yg_r(N_iS#BV%GXm5DluyL>1u&uyl{%e9u9O-aa>=Q9Lp zy}N^>&}w!h(nZ^XjjyTh1h|ZdUqfN3`8L7zZ)|aOUD^_G34Y^ceuaBS!uM@9Gm3wI z!<0nB;hTu?!J=n1&?4R;sQ$zjO&6+30xH2+<2 zA%LbH*{Eoo03u&P-Xc9{GMfbjpb4fV8V=B`b;Uw~mfhel=A!O|{s-G0gjPD4@53p6B>uJZwAd5E20JDN915Emo3^XU`$`BVaD81WhY_=3|-)Bl9 z2rj3Cce#*5E(*d7NJuW~AKlZjk&%(hxxOc4CmFUjb?u}jR&~jCJG)}V61oHlgV`d} z$&C>k#j0dB*BzMIsC+Y>{G~gpaTRnuGajYK<*z+bh z7mLS&^SIz#!RVK4juec3Zc0LW%TG*6$c~XLrI8(@vCkfkOUf9C!cr@Akm4Q+xJ)#d z4>2yf1@dhpz;k`IoVK>_Zg6oTr?kjWUt>MqF*BexrVJ~T?3gCgUtYN=qKx*1%m0rxXYp9th?D zDT#(7H4X;-b`ErrDZq##4;PyR=HS9!AaovQ3#E(Bc$@-oxq@K=ai!q$D7$_Imq$!V zG#r=8z5KqdLzNE*hks)Wp^HQHP5$3z*Q@CN8>S>0um3gnt^y=4vwH&mFrwlC>Hkk` zA@ud10WM$!fLti{{|9!xivE9RN+PI#gHA~HW3&n1fQ01Yo2DDrkqbCv@c<@yh}z&7 zIn!!Bj#vce!6Au52X4byGJCeQ98Ns%*y8H~ zITMb)x%|f~`Hz?R$BjuzwZYD^SyDhvo04casK;)~BcRD5%vW_wN8DD-hzXKVNHxD9 zKyP7-t_$dl7#yaAO}m#!5{WHJ5=Tie4FpIcPLiuG`vRLU1>Lg?aCeT?yAcD;)Je`rb~sDFb1RmQj!5gCw>T+B2T#Eo%RG&jbb zK^?-9O-mP9D=@3J=+?d5A{g|-g$KTt!-*LiN7wC*!oMH6PQCWFTFl z7=nBlw>){l1045;E%`9^5K6a5>ppdt3~5li`~$YuG!ZJD9K*@n_c>&{BLePiwpw(7 zJI+f%h7$$2Y*+zL9Jt4IM8UnQXBqhXk_YK3@Jm41K~dU6jdW zVPC(pLx%AkAv^7u`V0t^Mzd7T8yJObLdu|kdpMgd1>A|IB!b`?bilF?r`EuLgyiCz zjWMx#qBmHu(Aoei!g%HfZB29sZf^^{0dB_v^GjIEQ;-A0HPe`j@dIIO`{aHu%fb!;XS1g z2iBRN zRmJ@&Hh&84kDHPR;%?9p%f6ia-++YVqCtK6@uFovX`!`@j#FdQ2nTol9eG&O&iRn6 zZ7&-NU2AKjw*4gU^tF2s(BFB7H}3z%W=b)!pP7K_{d)kNGs<&$ zi`a05w=yVgt+~7puoh^4iIL%?)!9OdQZl$LL87}SI7EwjiF|!4TWn1gmnO%$ z%iOsxPTaYAlXE!dvw2Wdf1W7`=~9~sy{M4Tc)T@vb1p^uJVf|jwtD~QD)KFY>2kJw zx-d0s&W9f!(kzlrv&8G8#+r3A~Cq87oESQf~Q(t91)B)VD3$ z`BjDG2khDv|NS26v>ERyM)|i(FuLn6%y0Ev| zH7m;fqbUh#^S>v2qHNxD0;+X!BDq~;GE`v*JR=;YD;LW$cT34FWDOFSHiY3!;M zAPzSr5d?zM5W8H+K?3=j0SU=PjV9349L6qA(G(Y~3D8DWzh{O#C$m_?R;;djj*GPu zPdKelTTWFUJ)2#aQ~;AwA<7La*Mv*VIb&!>s&@b(^fE_Ks9Cc%MnN7YVBu*h1=JHO+?= z%(8d(6yqH(mkM6bviVT(ddieU5HEusN_KMOum&U~7Y*v<4nJ$x9k+WJHsXZB#gYba~u}>$ku)j2)B3j)b%(HH@0T z=0-85v4TVs`{~gX93_&_=;yP!fD)3Cy;R?4jl(yD7_HWsBDc1FCL86J_*$BCg?eFU=A5hORc4mEIVMUdtkrnIJY6mik zU9Y0nk)|Z1y9^T~>fWPIlVcak^b)y0vFe+I(8+8uHI2P=M8#;u&Gu4lr|AMVBMM}5 zO-X1&W*kBvv((;3hhnicT4NXC(h~TG5_gItT!B%J&Ig3xhuKo=A{c|Mq{Ow@=9Lj# zmlJxz&U`x^GJSC_n;!+p4T6M0lV*(1Soh!r?8mc&Qw87%c~08DkS(pQ_QydBC(b^= z_PV%mpb%y6WLK{!yI`tp)1dE!vM<2o3!PWNU1sa;&J^r7%;5wcUNr=FblSnOKkrjQ z=nl4ubP(rD6zzKbY!1)AQFkNsaic7pZJ{Oaltd6I zgZ@f(dDMa$kdRzZmuEmiazV2a1|%dG4Vn>b@sb1JWp)0x#Q%t_^CxUjb*-}%uH2zB z{&-QH+IIYiU9)15KQJZHa1^F^^RnQfn81hT`&MOPd%th7waR;h&!DzO1;a(Q(kk@VUgB0?dM4HhsaB#v8 zc@im=03O&>sCv-R?CKQ{nr=#>;h@Z2(q$*N_hey@24X|Ag2^n*q6nxe-3oGj76S7H z?5_#XGui6UZ4Kwel9lp^Ng=%Gk>n8*3S}3>o0UW65tgx;Q{Y}~N}}O#Pg|ME_rSHP z2(B9u!%n=F-EcQyV7yrMO@cAa7E>3-BVf;v$0r4R>-B=i;(Bp!f0146~T4LY0+D(OZC{W1042y zz_JVen#ySJn$53ohmRBLH0P254;3c(R^q%^+$?AjGY|I(C%bi1DuR`s4bI#wh&x4PkCx)dai zuzGS?+#zk}E$|e&UJ$xcKTMk65OyuI>ND_AT%t4+@&rLL^ti`+yv#c;q?AV@YHvE6 z&5{D>5K|J`fErJjkH>+#Xu0SfW-)5^4HiS+AhhPO<`YSjg?$!e`SG{l`kxVeUt=pk7rt3B+m%3KNT-i5yhRD(o&<`E zeU;6Xg6x+~Ni-bUA!~~T=)L^7c|Q^=zhN`4i^|YgmTFgY{wsE!iq7|&k_hVDpp%pR zBn>1DNJuWeXgWl4rxkWKcUqyXaw}p2mv?&-1(=%cfNW6iGJHs$RVP)RDwuhEea1y7 zcde;{7`raT&MZM9GN`U+;xOGj;+(+5F6&Ej z{$*?hg*(3jM(G5(Gl=AHM?gXjnD6z=p|lW-*^DX3oncBs`sV2be$?E9@lf@+VVDSO zDa0Ava}0OI*gFA}kVTZ;Yz`EiUv5f5`qCw)BxG+($PcKut>Mw8Qz4TVb%@mWp5a^h zVoy&t7YMu}-y%zSnXMsROMy!Y1b=16gzfdjpW>h|u$fSdPwL3h9U<(culm8pLRz;zIHYFiV{!fHSRIFjzG7Vi!;kn<&%fFJ| zW3w9+lb41;)=DuvQ0>@aSE{J}NK+CGSNjlHbWPehzt+7UN$D%t%`^#wB9WVY#z}-I^Hm~}U6*42R|*nM>^oZ^V^j_f#KPXLV17;iBWhM2Ws9h(&QdGpdyWV2-%X50(JM>O}!^4vOUpKRD5^5kh}p3#g0GBwGK6p*pQa?4q>@wQv3% zn*{}?-d3g#7eRmwL@wG zn+*lBv8E&%57|j`tc_yv&+Y3ksOanc-gQLPR|&Gy*n;YM*wh%U@DZDFADgbe<&NU_ zvDr`{JK2;(!y#krDBi*rLKlweJBmNbu2<3jhfPTY^=}Zk%h;ddKm!tzi_1)#Yd7{! zH8=K;i&W5Jo)gYY(z0JpY?n;Hvc*md@23!pR2j?w>}w&MD@JO$_%ZtuF|>AG5{Q z#coCnuAT(oJig<=x7aW&uBV8E@`r4O6e$1Qltja!oQY6kNV=_V8CkzRMO~7trGbpcttl_i#HgY;($P!%JYYkoifj&#LbEH#ScSrhhgi(Qr&> zcso?UF>@I_?IL#c1IQK4sUK0jPYBOgygow@rT;1&TTXxlt|>UD{rmuM)yCFhbEKeo zq$!EUqlqg=kT1Q%TT<0PQ|l8#a|K&)UGF?rtT-X(-eRjBnoHRnDQGS-CDCv+$B9cR zah5pZYKX8G2&wICp>&ZNPd7Zm2Bq-JA8sBr=#WA9KVqbd&4>b!ZAzly08MtUEB3lR z&+Gi{W#n6=p&QuZ=|XjQEGe#2E_ZI8Z>fD;iOqxp)77RV8V=J)yrak4!{IyQ|G2h?!GIe+Tkv$LLl2})JufmU)jRxA~;!I6)Nt&D|4q{^bVT`1*5l2Ni-azqt4Di z4ofSQ&lllX?@SB#z~LGyWDAF#s=>4vHQy%Gj+)b`@PB%2JMtSRe&do`+*ccx9ODQ! zD++j1Oi45xyphX`g<{UejRf2M!H4e&fwF`xhOR5Mz@bp&Bfb;)Q2ghE?1~i#-fv2x z;SjXK5&2%Ru9__-yZj&oo)HY4Y*BP!7==gPd*QewoXkaD6d*d-RVzRwOi2WRFjy0i z%L+8#Y(PSCaf9j9jJvGx&E_sEEQd2h4IG&%% ziBm;^_|*T1eEfB`h??qz?M1mtP81h^gBgkoeuc3#<9iUH=#bqW$V|-%OQcKD){e8-Z@R1zUhcu$f{Ya{xIv1l>XTWB2jG&Wn{s2Iu@x4XH_BQ?VXZq)_^v~bLKQ0#G zX5+FY%w`B3IS)wT{#aFtX>bc0tjgYkw*5BsdsfxBw zr`}DPIK~#i{lFcg(^L!Lj^VPU>lhJIG{`Y7 zY@DoziPO$LcPzQTQ43Mc8yWZ|7W;zm?WbfLZ0wf*3(9S7MK*W2#I=v>~x<*La zh$djEZWAC*VS`$-xw5LVo~qR5;iIPV%jV(3rX(8JJWy~nWnCgK(jcB~_rmDD!&;Q< zEaKVvKonf%J+jFc*dpr2HB)0f#3Sz2Kpx|efy(7k338rgv!TStPnnX?2Fu{&rW+s+ zKQp`2TAGEKJfEwUDt;$8ek_C-c$5BysWQTwbeAo+NylleK%6{8%yoIeGQHl2wqks& zE4vep>)RA9N6c*f&{TTq`u|QqL><(xYwC<(WZOamqC|Vz4)y@Ua8QH~e0JnD`Qzqs z=Xa|{xTD$RblZmEF^uB4>cbT&C2%3Uajg7T^CS{0N}F(uJVl-ZLTX;Z1f(M_?*>7sj>@L?6%ZR{EqWRs>O zg2-~ZAeRd{n@wGS0SU=PqbA&rT%FjC%l8RuW46~?l7>J_biiTL5H;SVxZ{4I@qx!3 zpEpG=+J3OpE^alQQ*;+n#Rr0_nIE``5BZT|^u!E{lX7=sxtmoqq#>T%|(R_?W%#pXakXQnBM zhNClUWjAKi65znTE4(X4OcZXg)9#fwkcraXkqYJ*XM9IEu4Ah}7sumckn@mafP2hI z1~D0z_hi7MIV6Ju?rJt$3b<#Pl4v-%|x|v)4*OKcH!)!Q0N;&z%$0q!pZPLvktd3Mc;a-T6J zAuat$!l&My|A-BRUbsy_#h~&5A@EbS5V{DAge`8sMTGwUlU=W(|Nk&05!AoIm`BbC zkc%0RkX$q<1RO7e4D5;2oK>aJH^?qp7c?p?pHLAvU|%Hekx(6U1e*cHK!%!iy`ufH!+9}_6^*#hZ0>)03`>_d(qW+RT2CUXwEb_J2yrX+%h82FoX zSsD@>kdR#b!gOHn&U8#{?o7w5B{>@o@W5D5q`b((p#g9E>6&8qx?UQ5Bvb4B2R@u9 z%CjC08@X`PL&0m!dUUeuQVgv_kZ5AyGYPk7b=w6y7f-{rYj7MifhpnrejW7^dH2<9 zu{Bj(nheYCmE6IxP~uMU@hjOpD5}5Al!WxIiwV7YheZ=yjB>D#rXw7o@K*?*$Jm1D z;xp01M{pL6&ga=2DCj(FN+O7kLGvkFU~*3b5|WFAsUU6(d~S1F;1kzDCZS@w*!|mA zZr}Ur>-+m2fn^$)WnRC^+W*Qe{a1c=|MgGw-+x*EXG)Msj&3*gkDr`Z%Wd&Kw&>x8 zh$^Vn7Qex+OEI}$2og<)G!MQ9MVsSoTCc^J8o*fP7T0e zCx&i1jxEGN{KBmli8Lj-^c*|0BR^+ZX2)Wm9re8?B<2 zh%L!&&QQ2~xAdN#-oDb%9!PfsHTT&Ld!sUm!f`-N6DrMsfj25&WQQc>V-gq0ML^1r zqdwGd|2@^Dt|p&cMtj%PRAr;`H!{`wbv&*?PFZimZDS$;Lz~Q};HuLEm`l(StGq`h zcxt!_&ZusJIjlWkgTuCnUn7igQ8hT~WrQS5BaCo59KCTBF6^+Z@VNM0HNR7;$*X66 zCz_JbHa~-jPuKn?L2H!CWiz-N)Pg8AfxGB~#uxPxSzdRz<&E096`H#_$8X8^*va6Y zr4jN`Xj4}-RayAX0AjH*_5_l63XFRSjKhy{lv}kY$5b-eoOP1IqjnqCa~qo2!#Q#T zNRqemU5TE+u*LU;tl>_!e7gNdOAIxdj}srt0Ohmnij{ce7E=<^QExIOAwyt-mt(B1 zAd-u^_g1t_a`bu|F5rgz>?zn&3d1D01}`PHkuQXsk8SMRea>9cc%O{s8*HuV8qLwr z-b4!g~h)5y~y{SYU->EI)*{yD=IY!eO)o!ed|QV zmvLx_ML$+b&GA!Rqn#bw>0$&i3StDi&IluloijVyVF2L@s+jL@swqn^V)>ORi3XZ4 zH9?cTTtt|Gw4&?vnN2D3EkbVAN%dL6P=?8+!^;_kfIo}^ywE@m1ZJ|CP+FOoDG6_Rn<2Muhnchbv^9}yg!I0Re(<%i&pZfxYk*0Mik6e z2ojNV9(51irfkkZDj>js(#ct6dHs_}r7G_c2pP8Qx*$x2=1%Y!cT?U~@Tfqroy~>< zL6<2B={B}02^r>*A#l16R}jfXgTlP=%XZnxqA;3-mCL5naJjX=eGPqs%;aviW^~PD zLd^E~f(>LIUy6a;!Dc`)klRd2G#r|V;*LAv&e?8A6%%$ja>P3X&p)z7(}iae-G7J8 zD5hd7^QHjwI-3OrpjS*uXai*2@f{8wALaE);A|eO^jSUGbSmjzKP^SSMmX(bOQ?&} z6zuW@hu}rTVcg|Vf$9x57YbCr5G0z{-?f(YpU!4`{LNP28EJax$&CsIM@dZ!UKI5X zW>>AK_YhMO(i8rlDaf)fBar_u_GOHFV&2PErLN0WzbED-cD;%f%r_+=t$<<)0|+au zK&+7%kdR#b)O4i=xq!4k&oz1Nc6lO+*-&W*%^J8F29u@Y%`kA(#fFVjn1s`6@5O@_ zI}!zZQ{JBMYm%I=m)CB4*cgVJAF80%+HE(xF2&>=K_aqUuj`R_F(Wgmrzkw~Xrg}>g=%yG*$pwd25alAGtTgr|HUo;zuQnwi9qdYiEovRpIP5tAb5<0x zkVBK~-ggCswIh{?bb%7@Q$q6@wkCAZjEkHRg)C&?bS0_0k|GY0REPOVHfIXVj}b;u z>pS&#Exk)Ye6u!spAcBzXRAaPEYo{LzRTuF0qI+&B&08Xop6rwMbmrGXO?e;>9jL8 z^g&s=x(sLcBkzUL{fH2Khb_D=qQ}8{O(*1ZgWZy4?)7dHd5g`Hg6W&4BpQzCtTLu_ zaL$6;rXi10&Fg*`-x0D$oKm0BkP?NIj+e-i3~?cY9=KE3Y$@PQG9}S)a95YX&BKCf zBJEu=o`5(K_T2k^E1wDz*jKo7dGm%ZzAV+5HW|qW*{ala|25J`d~%EPqXAvW6LP|a zDlU#H@54}|u=lfBR}5*PDT#&~QtMh=$HntJMc8WYH-x}50aG_gnmF*4 zp_#9_7mkHPu61+^qTk(hKO)SYW2;3Mvx<1m*FX#IVOxWDyN=pYKh5Szf$9lU64Eul zKxo%HMt|>mI|GM;DhI^~Wx`vf6%T7hcg9o*^&hd-ql^0cpc_XKDu>DlcEVfX6%Ro^ zv7e>FFjO=60h>w148CVdqTyz+a0QLfY>eKzvK^G`0~%{+q6;ZV{gJa_H#i(g0^6uM zd>aTMGKRmim85G7r@`f|VjK!5dPzzV%}FU?>$Q*)Ed->joNrO>;V*1H6?=Hwltj=T z3_5)oH&8!fKtgg+BW^IAK=55VOWPsncK?`_n8vBrf&$FnO|4BcaLde~^$%GAFX!9{-Uv`3-h zmI$lzItdyYR6bq5Zi%%Vj|z+H!75t?=SSr=tZUeShT9_Qqt+VMZgyRY{atQKLLz^O zDG3+(-&8|BdZyoao#ynmb~xlS%UYC7LN+d3poFb~ix4eO-VEyh52IX9s+(iHq>olK7Keav_Iy1v2pgy#|O zt50yMG)$%WwCL~3M0X4XWP$^L)NICuOzKc(3Y$9x^GT*88jg9ZNcIYM(QdE{#o#_X z|1-ksgKSZBeXk`3Yx%h>9QZ;`lm_tq?1~i_7MhX>!e9`E%0QO-H3Jfoi!W4fhK<9H z$;;qY)An>KkH?v;goWpq(y2_~IBDctWFb9lE$dpy;W4=3yv!d=Q@Z|(wm@Xl+L~6XeSOZRFAVE1U=lFw5-lqiXb8JQE z!WxeyDh3=CfKrk_$aV^I!BP^%>z-zFrl9D~u8qkks*QJ2kB1kl`Lv2}^fp{Ses}``o+u!c`A5ptHpDkjz zzbNVyHyKoLqO_ZH*flH4ooz}&dQ2PPQ}5n!Y~}o9$S@=1IpML1Es`!C<6;#T(nbw9 z*0ZZuKv`=_qT!(6W%V?Hh%JsdrQh9dcZjTOl+f2V3sd`bf~=P#G@ZAz8B;L6Rgh?6zcgjFA0622B~Ee&JE;%&4z-(i>4%`pFKw~*1P)}zY(vrv^J;mwzVNFAS;Ew zK>+=dEtW1o6Jj_MV#8)SNHJ3m6cuQG&SpS?<|n2k8V=176f@hF*u+{6m&LF zB;;tG1|9|^Bp1U?oxmMUPHpaJ@?>}Ycmtk!OQm(Z5cF(P&}J$OW~~;Dxuam^GtSKis>&CB%0WtPnsOTCVM;>!Sb}h?dk4N?j&-J;hP|3r`B;u0 zoAF_95Hi=Z#nMG)Y^+N#CC|sGv*y>bYgcf&%9MmQF2)0xV@{j{*QacQ^(70_*}}S? zxW)p@Ryv!2O9lg-xXuRz+tX~Rbz!q&9fIY!%Q78#0+!*PBw|_dt|!>cC@6kGkce#3 zBBvuwXPH~YwRdX(5!`O(_m;pjQuz1SGU_UP6kIn1omIw$n{AL6MZMo)SFNb`o2DeB zll-eG2^ppk$O8&f8q|c&IBAZxE}MsiJ}+w$%w}R>aY033;kOdKPsn%hGr3APuSpl*X;@^pofK;=y=gXCh}~!a=du)Q@7V zmkGb)*b38i{v%?QP!X$TBUGD$8Ei%r95eR3p zW!D8^DrWRX9^=Sk4d+?LW(J;qo}?FTx8d) zSV7K|gtP)`LJc64RzPD(0}_&p#io6MJ9ThPbEgiLwPky7y)==Y<;@FN`yRQk|L$x1 zpLnHz_sjiPJ!!37v*trq|4Yxi7a@uNTwjDK1~@Bu;Po31+*k5-BhJ|JRKiniRKpDt zl~QXe;c<3diV;34NHniEm=Q$Y#F0Uoi^#%NLK(Wk8qS8}vuq}_D-JKB0ja(EH`&}NIR2|C3F*fF zY)V2lCS*+mYD^v(2p5of?_ZkRm>jdT7tRpFK*3v^Oy#?A!cknEwjr5I_4rd3J4cmU zis7f%XHb9=*J>$-u`*}>vZaVVBV;;6Z-Lv%K(QNoGlj%1e>32JL@wUO7BSq# z6?MYq7TAUhgQ`4n;%esNsow1IvFw@^stp@g2WGVRpA(v^*b31_b6yOt9YKk_TPz{fJ_&@k zz_nKj6i??1-65-2E7{B`fG;;C(Qv?Lm0Pk4u`gbp&B5@wLrh#^Qc>|As}jA++$G~X zg1CpR0$qrY7q^w-PLUMKfSY=eZ84MC?#d8PlMISCceB}2z;#SXG#uRNi}I-sd!co1 zDqq9|Ux;uS?|iqvm96zM!Pv(ZRu{(UF=%!>Y{+$4W;X6^oq=vvjiWxzW<`PSdQ%b& zhi*n0CxO~(+z^$=Py-`ruTAy?sP_rM_##_yT^NrIc%z7s^SJj3lWcg6uZre#Y>pH( zpEf1Ya5NcH96ws9ps15*+~{oBqTMhqJC$-Xw{E%^8RKId)vr^>am za#TW*s{skg#UN8b+$oN;n>#9rFWXgs?BCeBR}4hxX#J96z5o-kOJ>iumZTH;d>}!e z6E6=?CceKu0~8d#)&ON3yDr7pMhg;69H7jCe0Fe<7;Y>@MPruC#VJxcHpxP{*gk`% z{mnAtJ8GLxVk;-S1yFz}wZYn>lz{>yl0h`i;+i>ZsY5OhozG@UL2QmG3F(-#3G}*; zdKMQ`Y2iPjccr0^m4Lih!g1E+vJT$ay%~2JEm@t|9@q;rkNr6T{UNqObb+25Yj-80 zUY8__C-RsJ4br0tc_?vVvK!@b!IGogO>Ev2yw{tOXgJ<;H;IWy;kRDHNDEew)v!y< zP|Qo&3fMbL zNi-bn#Tybkpv6AHS_K4wZ(_Q#!(0MEHe@Ts=H2TyL%PgTJqVIX+{;#)u1PG4 z<%QH@7Y_&|Y@j@KEo}iV&4M8pnU8x7p6CT2Oi--kE;hG{mE3MhqTyC@?CLC9NdS0g z1m-Tsh3u8*Cep<~>{QbHhOqt$TXbElXTqLHmwS*u?@j+zujmR{;GInZin;vKltjbL<&3hqxK00B*kGH0UK4Jr?n)G_jSwYS zU?S@wn@cWZEzTC96NwsCl?F_WOr+%l4H}Y_J|IoR1s;>X3V9)7Ou)`KkT(uykrVR9 z+fiOGxCk?j;cQkF;}~K}qT$BDn7*0E7DCsnt54s=+4U;=Ki-r?Q2z#VFLL^Z#`Ojy zBo{5Ft&BT;^Z%MVeKS{Y`lj3<`9>qoY2^u=6dS*A(?juVP2g-}*QJKFmmsG(*B%a{sLPex-i2IBgqm?%LPzIi6FSIGM@hj zHg^i*51EqCM%;ME_YuD7wm`V%hqwBx1m$~FF;QDFO5L86I` z>eywO9jRP4gY)8$UQ~~|28EdUE~14RqsY| zeAz=p>lZR*9r^|VGx3c23_6rB0YpbJ!Jqqc;Ik84%HoxW8Fte@&LPjE#z}%g>9+8Ssjp(VNt$43KC}Ty1<8 zvzb$@?hHYqiH+|}nyiivdvb75bTC_v?ni{#Hnv)HF*~jTvq0BKD^qZUOK|V%S*}eb z**qywZ8aq!UGscGyWVa0u{AIa*=1bP{Du&{hAp}-qBCnD8nynko6V8}=;fv)f`A${ z*RsW@7Qldn4#GViMnU|INT4M$kAHJX43&@i++vZTEP}jw~d?O>*gwRLNsbC5Q|i<*X)pZKcidX^|YW2(K4z=P8Pf7Up*`1>YQ>bMMwnhz7(pMABK z+}~^JneeDI`j32scL0x_Mj;V*{a?zNYpVFaQ$&CTt6?` zIB>;{m=q}BkRi_r$G3=~I(p>aO|=y6kuHP6BM+JDH&poVT2hq#O=(xkPkb~zPaLy| zJJN7l<=RqMm>put%H@mJ$LG(Z^DEg*y4N~so|R6t!vQ!SL#5iUSL&b<9=QxABXIj{ zJ36CCIR#rTJ(ra32pJ-hscnfINJUedC{_HVd2lLKNTmdQZ<<<)bjjbElK4ODl4l6h zb3$CQY_d#aUQu6Tb{P~dxzN4aw8sYQA+tfMyFHOkz>P_8x;otnSECfVy3yV%e)mk@ zZ{`CbL=He~HNpWlsSY5`UM%uKt}P)yBuMe(kC)|#OevMWdrqSEQKy^YBpu>ZQxZXk z;ONoyY&rg*fYgA52``CzP<( z;NmKFUCQ9%3PGYNg9{p494&IBhzUh^nC9kbUQ~o*OL*CmPqQVB_o;#SJX;x>iieDq zBAbesFNCF6+_gm4o5T}ko|W$JVKzGoHV>GRkbZU_!5g)}XFN+hQKDGk8h+#=-XXNU z#gNzL-03)3u!#M1jC-oYwcT1j8Y?-wL^oHmBp+{3vb6ae_o-4_wFD1nPi~Se@F1 zph$S|EUDYB`24?A{Z&F_4O;`ch#VQ~7MxZ<0-WLyHGE6W*=$Y}EY36~A)RWODGBM? zWD)--U3&^0L>6)@CMBqSF!WHTTkb#duH;tyE<`=inDn;-R3k2UV#J>n490ja3`u?xbx^5mc=#WA9Kc{xWCmB=zER>c8 z35n^CO-Z0-0j4XPis|S|Ob_01r616I8PL&7>J#vxbhQ9&Vb`U!Q^QS3NF0Zll5lYx zJQ!@R2_sUUZ|=YPrT*703G>ZM%1|z33l{F1C}1rp-^;E`f$}6%5)#V!rX*Y_Hy`@H z2IamRZtTC|7Qa{CP=?ZG3lf=#a{>#kxHz8X8mdXuiSfZ_YH4cd`bWAS79K~ z|C!Q($M4(!_^thSyyo+aQq?zUFnrk3`oxrqvP*+wsg6_CS%&wpD^xW8t|@5JZ~jK0 z)o)FLBES{`V&DBw^uPR&9}E8@QvNKqE;KE@bQmaq{ybItGubsN+K-u%Xt?&r?SJT! z{e6#+_7A*p&w&>|@5dnQ1wvvqTPPM1^Hn6yV%Ml3vBH!@!;zS{?~Z5tAGp2$if8t| ze0@aY6!8w>aRFO279I;!JTmMW6+E_^lF-J(xZ_>lf5Q_8FTVQVZC4z4V$W}1xt+QY z@|3oXb|w$0&{pJN&Jxl-oUa%%x0( z`&Jy4r=<7i*>dXYU1OU38FuB0lAkmsA-(Z2QxX_mlNJf;0ZmX-tYSbyazQbw0ST## zpPB|;?nvV^hcc@8m-p{^dH;iV@85I7{#QS}f6tx12Fv;9@_6H~Y?Q+d9VM(a z-gt*ymtxm%2@;WwNBzee;|^T^0?dCMc>J;bdoDZh_-p+S?Dna$6!rpH|I}sm8C@u< zjT&7{W>=`_cY-Mi=__LeiMluA!}}k zug}T{q|nRQ;^``MWGs`3Z*#eDbt3mdT+FUlQR^p7Nl1IXkdUeOEX8op|Eg354v_iP zU-3I>|6#TWy4oLs+D{V?it-;|SF0%hK2s76SN>2?{(5`WCco;-zmnp=&Sqa%@xxH@ zIXhic2R8r0u2fO`KbewfxY}Dm?HlY1ig?{mBJEdx;2A;iTec{=5R5_y@{$+D{(sG` zS^?sqDT#&yfo(jV?&=QS3S0SrAQ->AQPHDl{OMrRF4Ymnuob%D|m?d91k; zFVkpiB5Y&Z`{MQPHpOf1J@D$Q{hxirXKK#BmuFz^Wn&d?U?^&>8JN4+bt$HGyCBiT z0n_Myp~13deR?b@PswXvXA7#S)Tp_aSJ)LQntjQXgmjnZ37mS5nWi0h{jt4!J_jo! zuq<-m;Vb(~w?x2E^-Y524YruN&_u2K{(@bjg3V7&NoZqZJU?@I|5bOuWG`+m5i?{F z$V9(Junb*MpLkPghG^O>WcFq-yG8|;Lj;NDG)BQQlr3AgZrPH`qzYTM1P@UT^B(xx zD(@8KY*V?zPf@n9$uay1#8U&5W7#z-z#U^sLi*EDfAppL+Rgyf<@vD5K;Uws|-Wzm@>Z!oa; z#g}PGv48iKu%t*&eP&kTd`MmR9yS!ZCL|)OkbOfhvTIcA=Q&dn4M%SJ!HaJ{@cM3R zX`+z8Bd&1L^1$nN9JsGU(Xbz_S}zkqKW7W8i_pke2e65!T?YpvXO=(8(5uE6^v5|w@zqb^Mkktp*v+&JW@J+}Lk;%hdz}@*8FGA|3 zEbf84pw^4xz9*4Cz)$gLrD_{DRtD)E8+Q%H5EE=*uTzAgp!6RIze(e7c3tEt+kIqetO6)O6D z&Xk0V7@j7GqUN-X=S?T}KXmEdS8sNQXLo*KUuk#$b+`J#h zC+r#(Kz>Bpj7$q~EMM7DUN@lAkoC0uBHF#>-N9;cvv6je?(66A-0H`>Wu2$HnA&Ibh_S@g!GTK1WQ!! zW|}E!_<`r)2%EaUsN#20`zP2U=&C(xHMW;sqoVg6rX;lWZX8v#Py^Ec+UNIQ|Aar7 z@INB;-^-SSrT&l@;x2ZLiu!LCB%0WiOxt(eJ^c?nMJN8-R%P>fYk4svE~N>a#H{)z zsr*Z91?Z}LR4fgw#kaYvsS|;(v8z^ezsHn>H2oI|zPdL#uH^@II+cdY-wA+zwg|ca zL@iVNl3k;s_n(`R2zdpF9)%S>OVB%Q~ z3Z6=MzBZkPix_&+bR&uChU3_kE9NlTltdGNU~O+bl`RO%8AGv97#+Q5FizG&IdsS#)xw(xH~p_adhp_V`mcEK;H`oEtgSG+ zO0Jz_gA;C1C|j*@QI=hoVoPa3B2tOijfYL``)@jf<{l zSE%UpT2m6zGp-_7qD>3sAzimpQ@!EHfG>BQoU@JtY9q18h|LC*p6D%t|s@R&nAY_tYI=eK)3> z2td>S;zRrHyn6qhn;`ko{@X7P>)P}_A+YXZ3$6=R)WrDh>>3rcZZ##*aI{+X-|-@3 zM5KKWe$VkgBJF>PEeK2dAzj{U>>3sA?=dA2)V@J~CA&OoBMnGMF3vF(#O?C#X>OM{ zgc3UXtjd{H?&JQ#mL}YmP^wye+}rHB6f63pAkoA=Zgl@uclAGfEi8M7=n)Rs2A-0G zPFYo-m{d_}>3r-jyEMCU1N+OQO{Fn;(q1Pqwm+?*YMw1i=+-X>=hN5`&G)J-zCz(537u z6%0NlNHnp5pG<}gdWBG~nI;JUhQAzjCbCs$oE8{OyF6)PIQ z*OY{``nw3UdJkeISHMB|5LN+bqTV8C{*^7BE;LcI)c?$`QNiRZrX+%x7(}`Zw(27`W+``lTVM}VTr4ek!kdvjo?Mm6?sP4?dIgnL zq*C_21M@{&)|Qq$TS8q0N6p;zuxnIw+HFcgTDoIOLUu%i?0`BV@;3t#k_&1|4M<2` z3>k zI7)Fi35-S~8+|Bmb0vwVGVuaPQa&N8_R`;HbEbgzT~iX$U%y58NA=RCJ;$U)9UUn= zt(-_(D>HZ+T%5M{IZY|*B|`46Y~gf~n;c7&xdWgicdmkEpZyM-2L+?IOi45xqoEs$ z-Q9^?U^b%sE1_`In)(a|l;*57ES7icSJZw4yHZ8%Q%p$&)o#!m$_|xUR|67~iziI& z#~okhn$@AU(Pe~F7FjDGV?f#lzlTGbc%2nA16Cnx`JCU`(CYP=9}-YGfh2Iwhwz1i zBL)pRzmF)7f~*tCt~p-X2p>5w#orcF*u!&!5o;X$!rLGOp;l+U$&__@hy8leWYqYe z{#$BCEKVf1cjmIiOotDSQso0`NG@lKr>V-)$XL7NLTO7bVb`m)B^Q~JkY4<8LZ;r` z?3hjYM5m2m)4JY`=pB9()W?LyBW!_mu^1aGB1ahhxS2xKz~@1B?Fu6Io08B*#CUpQ z+S1gvZIE~cZ+s9fAAqyS&2-~Or|O#o)Hm32>H>8{ti#VILRM~C6)*Z4n-K-GuL=^8 zBaJ$)?7BVCthFLv4n&~qZMb7H(`m)6bL}MbBG!^bI$2B?^HwpBzx#1vd`Bq#h9nDg zU?s>?>nT*pQ|mqO)$Da*Z<#7Pyb~k#8qkTA=EX3T5(fEjxrLpV9Dz?NZ%y< z8|j;-^CV-J7jvNhoaMHk`GtNX33*QT@d>t8bnRm-oZ}Tdd2M=LwTxbN?TTgWFeM=^ zgW5|2Sfypqh{=G2j$sIEB9xIEo97pj9sr|j8E)pK z>aP+~@31A+Me4{HtQHGTj3+XXHUWpt6`Z;{mvhl?u{lv-dy{nDy!oLc=g+Y)gSVB) zbXXZ&1xTkZw5=s8moHjBf1cl0YP?HuOj%c-XjEyBO4A^ROrisz=!lmYjVDvv5;%I4+V_zrX-{fjS(d3IC7>gqHVz(YboTd&DhvSWHURm>7u)qv&JswUVzy67K0{MGnLQCGD>W)C606T~Lpep!%{s373`3E0}(a&5?rXM@&gH9McIW&B471 zFvkd^2+OnU%3!V({tBUW1zRv(w8l~ICI*)tTM9Inva461`IIS%hC?&sWPrxb7b=ml za3u_YD&X%TI`cuL_X$Dw4{X78p*tpq>{TKc&*E+dJ1%|?4=NvGv!g)yIa3lrC=G^l zazscmk^u?HMUBwbbgp1@IkE*STCpy0m$&ki%;ZOGrRti=7#Y8Ud35%K-0l4XcIApu ze9x3b!{L}x2}gG^T}bu7qBr1@_lHGQ-Xndu-Q<+dfSvl z!@(NA87A3mt0QZzv^ulUQSK@PhU%ej5I{$t)2Knmco?k%U-6D?JQeTELSVWp@HwP$bttq$7?79@o+9*ggamsDd%I=XiXJSeKqo05?3)I;b+&BB?6Dy>UlYhSN0 z`3-i#XX&NDGeYDpwkW!YjEZ$2FJdk<54#9u&Y*pIMkGcHW0?kIz!jnc^G2_y7}_2r2ROXe_gj27K7s{ zqJCFtvLip9U8$n?;{=H&#!y2RgbY-@A4!*M*kbAG@~~L=0Q78jjfx`AG$kPoco|_) z?}%u~iD4RdeN#BV@Ca&eAn#OKc99Bl3^PJF3t_gLaaV%#{jGgavF4qPm>7FnmvvsR}v zMF{X0r&EOseet|=LwRE7T{e2*R)@mZn%MapyDr7p{wzpD1|?2iFDw)?Ra{sIw-a0P zN?FwETyM*K>A)18{lBuO#IV^e~!mLC%~Woy(@oL5Ae!gq50sAzZX$kI}s!s;Elgzi34hI z{$%P8Zi91Ea~qt|{(Uz7QIB(1xk=f?R&IEcg5uR`Qr5HUQks;tf<$DKQvdClZE3u>kp-93BlkvJz^-3WcgB>2?5MXBV)Y&kwfe4-^L3b|z%xSQ zHnu3bXw)W%*spb zS{2PdZ%U%!njg2R2Vxc23IyAMcG{`VuHf8O*b9WlFW5rqqA@;J6kLgUMvp56m!Goh zS8(}HQxZX3459)#lA->{fP~~?m8l?ZU~yq{1B;=Qxh@b;JX#JYrflR!YvHDaV$}*L zCb8>M%xJtI(ZqmaBIyruTR?Uj+{_-5)+XW|^4<5bh1OJXX%cMP%jB~;ILPheO>y6o z*(@k}Utmf?I?h~zuHKQwSQns0g+eaX4r6k^sh2{Y6EGiTi=+z-Y=tFY5|Sqcln=A3 zS3o(}ltj}&S=(dhgu_IDQt_NXxtJ{y8f4T|xS+StXpR0kZ7 z64O~C(Xl@W40%qdJiwMoAC-2&Qyh7UXTmdq-^Z?ALFH~i;(wvvfHX)IDW(1T_WF&$ zJEZe}VhgRS^K!pYfc=N4@u+;@|Hx)R(fjMBB&0XILeSN_-r$+`O^|3}bKkNqXX7FS zo|+8AI{ru0cC2QL7~Xa$>MXU!dMY__H6y23&SKZBD0hV^3F#(F37@Do-8jOTB+ees zv=EJ4HfiVcVoR#ORgZd!pt*o8oh~#J>A*4KL%c;C*UzvyP$1e)`fc91@2T#FM@p?) zusg(IH)~reZTpp9?L`9MGi>p70hs1(bu4o!5Qqyd6;HW=&4&U*$&`fjl&cBJC{Hon zuRX4ONFPSc-61Cv!(JeKo@WcCi_ds@A|JVmaF1u$^((kMX-Xo9i$Sa)!wqs$0}_&p z8ttg5bxfw-%%&qO;4QSBJkYU4zD0JjkF8`~J2~9#<1mX=ArS}uX!CN&8MimsOen_k z3sVx>Fd27ut?p{4*sL5tC-96g8F6ld!Z_Hi>}FsPo0UV57|O0%L1M5V(Zr~(b%TAu z0{DN}X^Oxz((i1xkh(TMDwYRc;QvwQDcaaoEBZawl!UbOV+f*pcUMD~Ws-29#hqmzrF`st9S&PM;NA{@NMGeWvXIZQHLYtQ zQ@viN;APelLo30fVl(%$*-&ieE_Y4Fvoq^bG>2WpksV;|Ve^M+ILBG{e~p zD9{WsB@u+ipi7dy8nu%KBqSG&>ea@&z1p%JiF7fWzmb5dcTYCPwRziuR1F2pJmWhvr9LJ=E@2C#3&_}*Yw>m*5;h2q6htm!*RCM) zaZ?gOL<|}<*(Q?r8IX`%G^$M;j;G#3PP|wAPNwh_Ta&t`FhZPmk2vZ6IJ;WK1|Ah8 zn%MTWpiaGL#P4YSN2J+*V~eP(*;dLU;6{e(CW3FXYgUx|4O0@*w7*99)Vs+Wg(yUI z^}&aP#Gly0=pr#%AW^N8{{y>j1&iOAk_cj9&{E09j@-?Fgyf<|V`sXyF#_@%yLWZ? zy|VHFS;EW@HEKLC5^h2%bKycL=M-b?dKD|MOi2XwZvdgR0@{XQKtghHtm*0taslbz zPHgUW`=g<~5qB+k7ut#|ZdYWpID@bxn@+U*jL!Mz@(!CVY{bHw9Td3M4x5j%>rxEt z!-7N;`_rS`3-91YubjAO2T~wM>a|q!ZSwGo*ox3pddZ5p*WtkhS%P1@Zmm<;0i-BL zJ5b#I<7{RWRCbw?kPcTQVC&rx&)Fm{Uh~|-U0KGvl3Wm%=2APv#fGYvl(-)gxc9S_ zp$qO@xbzT)v*o*<-F0ZZTgipE1EoR8Be1@Q&6|Stou(ujj&+v+NpuGR^-wEr2o^z;wcCw5j8iaSjRXu3Q{?MJ7v zt5)=TxG4$gOcMo($g5h6S7k>;7;~xe0b#J1Erq60!wt*@=~AxtvrC-fciSONi9sP(!y+lyG zz!pvys!6eg#~mE6Zl zRuuXhc3p~5{YsE%Viel4GE>N9JBmp>X5~|2$^VF4cl3Gni9r>0!YQj%B`1o!12;l(?BT1tVSyTAILRH^GOb^NnmVb#*?9 zZlz7ZwHWcvL`EH?ox`qL(eN5m64FD?CXnhq*-5tm3n)ah9{@vrOmOUC3#1E&dr7c> zqazs#NReH+0!Yr3L=X^z2tfuJL9VleBM_am9WBWxAwn!r%# zvPA7JY;w5%AiGWl`TI>tG+gI{adOHZD$q})?{Baf*VXr7Vwy^A_`b%jQPK8SO-X2L z+c-2B1$Q;2?QT0$2-#X0d`J-djxCKY1f%h8rb=!U)Bg>-ZUu~A2@*{Vf+ubk$pfor zBny9s6h8JNjS7n=#VCa!EPPeZNH&Vif};14rX-{j3=H;+#@($$laqn_; zy2`J7!Fb5<@Ip2#3UE73Ni-a|VX(j?4iWh=l0Oq1_pt@gg=2X6u#DPv-Oa95(fl2z zB!ZeZ7-Gm#3WW^@BqSFN8l{x4*zz3?DE~_6f0wO9UG%G5y!9=1r3(08Hzm<95AR-37RN;&!4I=8>HB0~n{xmNJAcF%4${htsA-s3-O3gHQ}$iYk_DeEs3e>}z!ym4 zE&B3p`lrf5&PJ@K1OBXWZ1ML^_{1TmI7o&&1j12k4P~||>mLWmN%}U@VKb(QUEGIl z?&`IQu+_l_Yf1i0jGY$>ZmDJKRu9dsTl*L=x0~uJ9A;v#0Wg=a-Rq5mf@o0|&DL$S zJV^`!7Nqbu{ZNU|og#_Gf?YESW=VUS^wn&<;R~iQ= zH;JcsnI{F5tJ&2noza!1BpMFN5hD2p6(0g+WvAPHn-bo9ed z92^{HoN>mHwr$J=BIHy-oYIoYh`*N$sqS)T(H}U6eicFdJzLPIARdz_OHSn#-!`X7#VJAU z9X2NfwYPOi#Ex20EDx8kxnMy|m8<$>`NJ$3utN_LVpwb9FC#L4i@46bxG_a{l9pNv zn>7OTR9zCW13gh(BM#MISh*Qk)(Uuz zfStn@DXJq*l2?lhp4{_#Xoh(Xu#Ha&`;%Z@aet`K$W(-qioXxAxy}8A;BZc0oY>NXX- z&7{i{0cAA1c>>BvT@rp!G-9L*v*?2wBor6l*0nA>%zmZ0VRlyEi~9z9A2pUPU1RLu zw-W+v|3h~h=dIab?0@o!!97=bVnS|)8(f#O@d}OtLfm@6bqTvIVqWJ+5={)QBVid` zkrZCtZ_#Z{wqOyJXpIsJ=VbfDS=-o+5^c8Xl2C5)83d%!5%gF%8wkhza=-{<6T6m) zRacKSTlHQ>khZghjSA8%afXn~tsJv>Dz9`*c`ch4g56cRBx1*II>Al^B|K2hQyw4c zMa1k0wvbUVgBxi4m}N5EVMqEu#^!_I^@uKs*zr2boo^PtCfBA1TtgH379#Z;TfC@9 z9W55`;e5EL2uS`yE~I&t%>;qz2f8F;hv{g$ye%EcNOziWdwdZ#zxi^@@YfKich~|( z1!|g8)|MP5YdN<fp<>W^+N1dP|o?WTdoa6yA zSXaZr%fM_la)oWZB=<%Ea-#h?Zn6lxxNSgCt@AOC$saNs-(O3}ogg?uQlT zp3HR9zHFziUet=RyL3sY&~iJX-so{PnPTz`$jDPf>nCh+qM{X{*ZVQMaS{lAq)WmN z2ghJ-E>wSm;Yfpo;$pL|Aa;NAiRSh*yDeg5qa=x@^foxL=AK<(YdP#_1NSjH zbCNA;urm|2TIy&6`@mfqTTf&+PV{_&E(zsEa}cVq*s4A3n|fXm&R!|D!{Q}4al)Bz zS>!QrE9@mi=VNT?qM|c3(E;2gi|tUKgwrP+?kGkrY!(PcD^bB=OX+hLo$uMF02ztB zNg?{q18W3y;;?G7Hzy5oB>c6Mg{7Mp_s(mvj%_nLvISUfwGa-!tz5dWViwB9QmZTT zwY@Et;d>_q(_^r-Ipcln1m9Z)vkIw0Yr(9*QD&RU-j`?jUQTD*Q>9Z+seQ?`#$?5D z^WutDvCPl_RnBA4m-V6Q$|5+o`DcG_JXDzi@hj!#) z48GkO(V5L;%tG%rYphMv{$jf|s!;7}gH24C-jxvhD%lFORV?It;8&wdsVz!bHgp>R z5V?WF`t-uiVwbt_(qf@w;nHHdDptmp7j|ST3%8hU3!Rg+)19!Z*R`SYLRavNX?C~f z%~VOO-f2DS6j)o;Dlu44Dg#zxcgV_P(bTgbXSGdZw~6Xf(awg|rD815AfdRx$ge>{ zMWn-qqYK!vbZ&Dy_7hfgr8-Pwo!Q}@FJUYN)M}Yw?)F)6Ou#|yY?}>)75^=7BQka>z=OmBX-L~x&K#}gz}#MgZPB? z=enmyOkQQjF=KUGPORhD?B5y?_y$I||7MF76_X@k}8}bTJeM8dxmgKPjNe&sBnyfT{gA65Fn0XH%)*zQkO(zAhdJd!`4;I zZr>D?{T*ulBW&KIYJNnbEZZg;{}8)LqVW$%5={*GXP&wMZlx(eg{mU=KB(>#=lkHy ze5Y51OB}oN#U9c1dOBE3lLq3{%2rxboK6>0?LsiQGD2jCaOukC({Zjn34)1zFd|)m z+aO)R2&kW7^G87aq%H~NMi-%7G`g!f>$C;Nd1l2hx2D87S@tBn*vM3@R^Y5S98|(> zk+8ZmFSf_5>8W)34_?(Jg7{y>R!&s>&wwM4DoI;3d;T6oOQL8vB86)wg=p|J31bW) z8Zm&&*$ff`_`EKO*bQLW=?jc=t67*cNEroli|gvC?rsA-zhsJS;;DjbAmV#r9%A>H zj2BXU-f++$nrI%6uvHh;JeDNdgy67e3IumU0SK6c$RGuWFJ1Ey-wWdrg3EYI&~AzHMj z#AeBp4e41jP{4|O`5gSm8zrKe85`O(_ z_>6Kptodn>P+UBwTRst7KvDPJ<`#7m^@_UL)$2UYo?GV@bT4CL7Hn=pjB004B>c#ElN~4>K1f=!ETxW@pD}gk%5S>pgS_%n5>S( zdMmV`dnmg}qVaC~x7B_N&;+iHd!LinuG-3=#uau1g|z16b@U;tKbM;)Heq zw*mCfEV|h$i)t1h^%QS~`-=kYa0<6wY+i|l!!O)^lg%4J{p-3U{HSY`e^dntGfoW> zii?=W!F3C_``HSNY9FD6+kSSF1omI*l89a5we?w#57$0G*Bq0HYjibq;r4KLyF~vZ zbV>O2ui-Pw?Xb3|K|*m+)*YSOh1(+zfz{NZi{HbB9oi%I6PL`gU+A)`M>$l6;&;>iZki1^~_FQ&b#L_-0NrbAnkvltaug#Ip z&eZk-P^OEfoZT^PcDADGxbxA1G-j9GZx)T_=)C^L)^DU}*Rvuzyl8Ge}ygy6$laX_hKMS*dAtgd%wK=OJ!qm1-8G7t>dC5P|f?64o3O~n$K>w=AxR< zagL+fohZyAIZTW7-GXTnN1tPJL#*jpT@uQgV(QSGNa>_6o}!`uA)@myY+<6JK{*Q!6$nTpLf%20Ct}k%9H1h3gY)wRZ?MiKB&jgi zED&!vMwf*0hUt<-X!@b;4MFLJ#~p%RKy1!qOBFRl9h%5yPNjXsQg(v`iN&Z!b~RtO zm^o?*3>`X1Qm4K~Rd%u^i>k^|i8OLR)oHRDCF*R`C7}$vRhNWH;1JYdC2)1zOBeph z%j|$ICUXkLiURC-^Nwc&-$0|di>;ZcMsZ}q>1f2|b_LwTOAX|9HUq>!Zq+5B3>iuBJo2%jSca&C8NR6BCsQ;y&5VBAh^x3A);VK1P)vV2c`6$y!VOQSn*1WWL88gabV(=&=s_?V-A_fDseG8tK1bzeP?bN( zZjh*amoACeRX!Q3N?241tSJS)f!6;DTdb&19BEgSu%HxLPx>C40Rqi;bV>N3(dbcB zr-ac>gM{LuPN$?h>>jhG1UD%e=ao|3oxWj|_Ys=J|FG2=)g;EkDkb0~2`3Q?PHZ66 zQ0aHNY{}7Qlwll8GeZ05|De06wf(|5`!ET#iakMUp z*s&N5w~d*&ir8C!s(pYMoXZv>sy7@VZWOamf1PyZYnr(hEkV%A%qzLnh; zF{`R1(Zn>KdA`WqY!M@>v+nsKcd}b1%I(!9p}gf5#3wAX*RIV@mFv(%K~`R-wZ4?f zigWNiR&9m7gu(PBwscXUISN;%i9)Qr`^dSAkOtO0Y#sc#!E@0S#rU7uED((U zQI~{r#J`s$LMN#;(s{ozBx{VpG5rNK_uma=AoE=VsrSo3qZyy&=BBoagNpD}VjF}nAl1@ZR zit^JyQ~I#3hJsD$gKTn9P3a`tlxieRwhJYdQAtDF(phZ2h%KG2OCnBNl9wV*qc&jX zQ{_rF?Sb4H;yp|e+SwvTMQ?fldJd1ard25-&1QpuwNaOZA1sZrlNx?uuA)IgaZx9s z)ab{g$sD_O&64D~sj|4H)wu&5{vMoH)_WO^=MJ{YqZ-ewM5#NSY!lqp_8#ud(X{Kh zjm-@-|gc|VTTHApBfO1g=#U3?jJ=uqbcH1x7O(Uj%AEN_8(d7FJjL%G$t3vXd} zG2c@tc4gtpJLkJzae3aE(SDPzmMg`s*7j-vZcl;|>b1Q=_uu^i>>&3?_;~kjz5C?w zZoQ+5%N8=`)|xx-&Oi_Tm9EL#mNG%BOsCuZ9AihNMaFtlT%cH%C&{~pP&;LuyWXwU z9i8J2dxE2skhNZ|ZVJ0C5``w|l2HCXUYCT8>Mxp#>O2=!xvxPS8`1(djySLy%WZG< z&V%Ldasgh#7B?7RA$C20&tbPk06trngaUYxE(sgp|86S4$GZT-N}Eclm^YT^i(8D7 zjE|eyj?Ri9#;g9SWbR=X-U3_LV0eYl_2AvaZi~R%sY^n^YwD7);eB#QcpKV(i>7@2 z_gvZ+7YemKcM&d*?ULR0@%3J{H`{sd$8~!*Ae-qaq`IgyH0?S_q)*#ZWK4IyZ~u(6Nb76}`BbxEkO@q#W1J8X0|71ASINWmpNsoRfS4F8=i zQ80!=vU(W)irp5$a8Q?o!mv-5gpJ{wO~r7Wiy_8z4~#!|VLW;hH`WBhD1@sA;}mvV z1jb3aBovI}bxGJTetJk48`^`5rhGm4eA*XX%HQkS_EmW|3 z3*qXyx5;jcxObZ_3FY3cx+HA(9@SJBr`b{Zt-W{m@7;Cax|`&CKSu#_Vprxf_Jde;de$Ey#qB>!z zT19dawkhvt?3Rggf2vDDIm+vZPouk^hRgUw*2@h6V>Y{O;yJS$4G!MhBruxC3+p%$1b_qfgKah((SqR8%Y`+o#f21y`Z* zri0x+!6lUw@e=+7++@#6cvn#2{_YHa0JWw?Ad%z{TU`=<{c9|!5kosvAol(mBor5Q@@DN+Y~)(A zT+KsQU0a;7+;5Tp5nXX5#iQWjb8Me@-y!Tq3Hk>~5>3pyCNEB>tEE)B$JkspmUWl2 zdH=T0z&B9KC$I&M>Sjm66%NQ(a&tLp+I$g>&tWq_G=7{e31#WWB4~|H&StDji8S9> zoPp!{%dlb~l{c1cmEZY{f55}k6 zrV-y%h(uS_AfdRZ6C!ozjwgP+(}deU;9QrEqERrnR(u!b1UyG0`5arZQH^9G+>!%4 z!SOB0j$%^qL@i@0yLDn2Rb3K(Of+CsmVp&L4HAlrZ|asp?CR|6TGd%ygF9w9obg_% zik+5tl+fmE**@;t%zI;1Znj&eeU=SYu(b(U>(yzWVYfwW>q%V_3e~UalCV+DYoV&0 zY0X_Pj)l4qlC3N(OM>2K;Px*KK6- zl2E?$4&u}3B;$S(43!?ue>~@L%&(S5}*S|&2tww3#c+beyM4NS023AyU^N|&+QB6idxNi?xnnr^R@Fe;re zMGPlYq&FFzu=BB4>hY-58tO%K-+S5OM^v>n14^NCJ4{k=DfTy}Hzge|i97FP^Fd&^ zOP7Rlq}vh6M)zNbJ2S|>KCI?@MB`<)2vN}(4TtFA3~@kTwvXK`QT|?C5`N`t1VR-{ z(GxXDC@wbZ3S!67i-(M*4P7HCn)0oYRJ#=0i={5J)GBw=XU+0LXX8?91%j_AQ?(ZJ z8M#pMWOt#Y|2OEs^cTs{UpNO~WXoOd&txNNPldmcLZQ7<`)<(Q$AgPd^FBm;940LNoN{@enahdk3KK`)@OEMbcqQMJ~jgk2?0 zo|=Soe6!fmL^|(t*v%7dpRG$mMeaoiSeR++*3A;ji={1abdB8AdoGx`{D(8)Y@A;# zZt`{Ok$!=|b+E;b3f!Co1RB9ATtt$A^CpmQcUn5xDfuQ)X4ni7C{wy5Vu$i*$HPur zWUMt|>Z&AG^$|Y{e+@yqfh}NE(2jP!?X+acVGt_u0Y0~l%>)7J8eI~8pfnOLm9t@- z)gYm`n4v3(owJ?Q+`e*>tkx#aTeBf}sxa3v-sv;H!$+aebAk|fc@ zK66a%abn)y()$QK_YJm)5!DIx*`d$u`USgXqTHYBl2DHFGsLISUF6AYQl*MfY=?S; ziC4-PaF6N|uy5#lAT1OR3-Te@ycZ?jPZ7nD-Hk~kiBnj~gkUyVY=@eKeV}r(SV*S3 ztFjlxhXwhtqq|BIp+ni6)u4R)`wlwzAn_kcd9W@mKinFjRYhm?XblpIi#@t_Ye(mI znj4)*+Ql`Go#v|J9bC>~;}RT0gjn@L^4aXRYU~NkXptn*#E?7{mWbz5Y13F}tgcF5 zlK=Fm(+YbDd2VHk9Z|*B6tRR{aF;CB@@8vIO{aZ^%>hyTCv{0E&$$S(Yjn6C`zf?QvJCzkIS;&ByQl&E-&OI!-PBxMam@IrvNoZU15;`6#BVh3V;OVLQfeSdlQ zEE6cmQv~A?wm4D2n2;zGlae3!l>87l9%466;J9CxL}WO$i&$e?#O`t9+)_5faV!v>_sA-ucxm;gXrS0R=#1c3ut+BXN zO8F+RqW%a0d6TV{sDPZ{Tyh3pir1SZu{bUk%OO@N$vuJU0GlTQ)qpMu zYT>EDP(WG>vA6G!`Xj`2!X=GK_DQ;Bc`&WPP(UiVw;`sT(pWZ61k=&FB>b3aq~RaQ9XZbB3;d-Y*PrBJ3X7-GO>k4x+MH4 zXaK2f0S5{iBor6#*9}zmNbgh49qGBp2}7mafGR)Cm*UD;1MbN6-4mU=${hgqu;B`} zH6d-i0pMnKTg1A`l0;}npKIupw3Nwva4vs(S!WVE`uuW>#h$(nnv%X3)SBBRJ{}Ms z55dQ~Hzob4;T;nM_FubJz@3e+Ihl7N#@U-dOx_%>ZI3F>pgj&N&U6ol3pgdvXmXr6 zznF*BS=qEWk{${piwh~Z=^SBw^9Kr>g{M%DFXSm=pdLA}D^ zil}=5yM3bWlXOWa^Ph)^g_*zZ8j;B>GO!19eYVRC119hdL}mk9tfo=?~r zWDW(*S~dd&n$@}_B15AcnI^0>O9d#ghIkBpjHvXmC5np5#Kb1a(NK_VX17itDN7Qe z!KsnA$;s|`rmg3tuv1-JW1;TiA-hP1eiik9H(LWy^?!_`|BTJ4x`#(_N+Q>tY)%Lk zy}Bfnd)%T+q9*f}B!-oF#}q%0TT<-mf~~1(v>f;sob!Z#Ukx?me5%`%BwG>QM=N@T zt+l9DG#e_yH9W)ONSEhi(dL<$()ZZx5L5b&E(v8ybwJdPw38NBJH+X0aQD`dVio@M z)ljUU7Z9i4u%(KM)8s_T;R-Oaxgx;)n%zDDX1^rSym&kBLbD4t{21rL8k;TIOr_H} z-uPJ6teVCuv(N$m48|b(&k&jM<+yV66B1og0$7}COOU)o@Sn^}{)a$o44Wr{*5SG& zlpBrEC7~iR+RS?~A|E5`?{=5IDg}pGbs8|VtH?TrZ@qJ!chQbM%GOp?4?h+w^mbB} zm%NH$pTjG0_7AgJA?EWzT@uQCFbZp6ugnL>pBf|-7j^0Zx&xxxeZrnS47Cr?Fp6wd zMm3C~HxTF9?Gh`<>XPv5UjssA1z32~AfdSUj&5N|Z~+C?wOR#LUE`V)R!{AJ?#ceW zSN3nacHmy$!PED-RnAe^(*YQh>1O*OG1HrpDqa-+zHLQcTqG|yQ8ti zy1?CP*x4gi!?d=S;I=NakXe{FQzdbjO{?!gE1Xwdtafy^+8dYL*$mi+n6k!X#gPIT zvpt(P%e@!(=Kc}1ld?v2rM70w?n-Cx1%HA6tdZ#yTn7cC!4~V#j(oALce^#BGn>hn zh2Cw}Seu6Z#dd2HtR85Clan&NE5Rlz*$U7u7V)K$+oJ?}~z$36$e*k4~*2-$Wam zQfbUMfhgOWnLsm7I<61PMHQd68dY6?5}Of%#CTm2D(H@pBtna9+P(p2Jy)`u0V0_6 zvUjt2p$d8d5&9ros)+7jiNl~BuAEZ^omi)UIg8ys0p@hn>LrkM%)g@d^S$$O`{81c z&S!H6;E#*ppN%f;pCEU(oN6TH)U8l@%IL1bxqWaEbSKm}-BW%&Np9p{Auyj}D< z$K!sMQ|0L!VrDXx6x=6~dv`M^#p>g1mIzksbx9~E`WV99Xi(=%P)`F;*QHBY=;tHC z%J>}u`vtZNq5?Y)fjuo*b|i=l?dRA`5oovSl87DJnG)L5J^orKEPxaAt9kFi1lG{6 zB7hID1&s>e38qX{g#2qVwPg~(Cbl%72gJ5=#E{WJNJ62+LhR+>CP^Dh8f3Rl5b4t;5j!Fi;rM-d!mHSc3z(RBZ*~~)95ESJjVpbhBo5;jJgGgkG{7Cf zZk~WLN|!|Jpv(}<{zQ@?K=HVYAD$uKM4(P%iy75~>((IbLf@B~TjrVSFF)YP#h!qb z`@UPv*}^uKV8a(u)~n`J*liKpzC@A;t>!d#*}ashX4!oc>ZbRAeD7Y}beId?v7qGE zlHC$<&4Twa7;bmyT7vRyw1i=Kc40VN!2Haa&Gqb~*QR=m_0@uD?Els^{Wo1XaQoA6 z5_#X=yS%>r_pWb$mn~ngZwoo=`S#1~wuo=# z$c7cpCk4EK2(4jD6%`@az5r)ENv?({h+oKVp8#`#B+k_wv%s0e= zbLDEch}p)LEUXX=KRk{1Q-tUewu+)cbW$QEB}qy_l5q4^(v~ABXjDxU4}!aS>CdIZ<41Ye24TI2SE?T{_@7+Q$L5Vx!u}BzeJY5_n3w zJQ33vU^h=p;|*OBv4b+xNj!z~ii&O-Rx82k=rSCC?w?{D@>PUt?3TEO2gkUnr*LGE zj2rXfPZifNx2J{RbR!{XxX;cx+^>`Zeb>!khHJ=TBy zqi~ldY%A!$Z};H+mwN(1?rk@w?qf?9?D#^$dNFk`yDj4LFGv!hF}3kU>{$cbZt2_e zc;EB8`}SPk_rkUV_gudJ;VTU1GC1G;$93OE*ZLQ>A|fi?Ivh5R+SkIAHe`2>v z)c+5<9ZA?l_ z93iX+{EMzGKL-nmk>~%_B@sIuM`HvUc;?Ffr}p;W^XUF3pBUV8Rp0YZc;b*1{u&B+ ze5{~+fTkr0c7w!63|$hDLD5bSXY^n5jRSW+(SNHou>H3Fy_eU5u&lx+UX|@(0Tuj_w~KFW8k(OeJ|eQ)pq!6sOn8@ z$)l?JFi`cWr%_#ZvRfp&Hg!oTKWNh>p;Aypd|1g}Og$EyD}g<=fqOsuzx1frDuP}> zd)Ud=3(Fo(r}l6cyG3FTx9gHn_D}~2?YMZ#fv?>)xcia5=l2|V;I2gjJD=@;=x#T~ zGY0ouyZ`zt!GZBDWAU05UZD6tM;Q09H4+uZv2GfeOm$}|oO{_V6F6UxB$^jWM~7*@ z_5tek7i{UG>h;h>pgMofZjh++XSyVmcl=bBgo>63Y6GIB28kLjWLm31Lh0gLx|y-y z0tW26nmb@O`d-{O*!!rl1U7J2yNvz&c8WUQqxbjUd&A((*Y1DhK~KQR9W=oi0nF`b z%&0}kTW|P2o81<%@>!BZXwYc<@O?zUX|=p?I*Xojp9fLU-zYpxZc3|7h0}njazx!c~ z;e*>>=zr;o{ugiU-?_^ROthaMT2HeDXQ6c_Me7N6iv+F5bVtLLps z^}w|k=ao{KC5tbdj}XGkL4GzoQi$&F*@}va?zlu=h?498QQ#6Y>WJ^Kn8bsXT-$Hm5g0b>`~+c}d1*|^u{9x)mYF&n>ViB|;HI$~ zC%{eBCE*87V<@FYW0cxM5Od<0YFeHM4cCG>3svCkl)xn_ z*9phW<1_=Of>XL{ZfElm{dSJ(sP}UGj2ISxS zuiv%*#TUt3<&bY8G*dsv4donY0!GM_*$onCCg_rg9~yf_&5OHWv6Gvi206-%q25Gj z7O};Q3XNP}5a2fNXSYbOIYXC(9~+I-K#h*DSJEJ%xOiCC|LxJyx0;(>%&_OGoFrr5 z-mClf><+NJ+=*_gQD$QmY+ypvdZ|V?yDef`U6MpoQjK}J4REA#&AFh~?w@9@AsxFBpXn)6j z{SQ48to_rFBLe6E;(HU@g18nC>lHsn6wmeJ1sd}9U=LehF=v_I~cR`$=|#M5h<&l2CrK z4q<6@f9b5M_gpIEe2EIboXtE(;QicYAqXHGO_4>Q)1_?kf>yn5apeZgQ16Mu@v#9}7Sysq9 z2*;aj(W1g3i%X|ahdID*k>D|)OCokW>{Y@2-?aL#QQl%><19$oRoB>X^V^yw-sz=)?oLUD1G6eRTYEA9Sf0WKA^dvP=l+}#Hz(*MN65H1f~zGweS zx4^lygHPV+byx0>(T?VRu`$^_$pNfU3Alh-tmL8z{%m%m#Fl1B5*o>XZohRTZVp*w z*a7o}eFL}pPUj1L1@*j~Epk+U4IA?=VYf(>e2y*&bc$-1rI35#$r$ zuOTWqwty^D0>-u->=p?s8C?>wqcUmWp2z#|dAe`klLNgkAU56@74!lkaU)wO77_tR z_T9j4ksz^6mxLb)jowIgXc!7LNGLAqbZELUb4>q3JD`*sWC`9!Xag^?)ycAffJJ9} z*ewzpcwU!8?AjkY_{bh{s`a*~#idYQNAx{I{r{3JN>u$Hnt;{SY|5=wr zWc6!jbCc}lNTCC)pcfE{5tql6mC0-&V4QUbyF~)UL6SshN*0qeJJqLaDluE9Oe z!tp_nAd@|(K`)?wPhd+M)zYPY1BOp?*ew$M9;Zt}nfkH1BvfyMD8DCro0e+VnjYia zQa01!y%WV6<9UQO@Nu>-qT0aNM4{T%-IHuXPHZ66!Sd_bEfZV#m@Wxr3)tst0I6&N zE3z6S6c-uYnt)dXE#Xn_*GpJ$~hiJC>lL@9&+=!XF1Z4Zz42* z#}<;m5C!CoN3$Cw%AcZ3B6j5;-naKIII)gyi&EdC+CRz`A*#)X zRZl<6ZjtEygSsRl>s@y?X1}0ILK*hwbV;be2jV-d z!ADH_m3JMNw@>k`{z4mgmaPkx4Fr@upJBI1Y~V><63PZp`x*c$8^E!O1_{N*b-JmE zJplb=a|fWutSl6_7)!I|N;aQQ$x}D+5>rpi$+fvd(0^y66>MTc*m^_IU$NUF z#x*EO@I$wDe>iqc$t;0{J#k}YaPv$ZBB^2kv#oo!E*1V=>C zC$d{7iatS?go;md5UWPl08UeWwUIg3K^pcVI^DXG1{vId8Dt; zA$UJUBtOPhL{ub`iHt2tQc9AvB}sxLNn4Vnl7yh#!sd*iyi%7$>?luKQYx0qNmHE9 z+}&f8ss$gGK`$U;Rkl!35u2Py*K(DVToGJK?Dh#RMO_lH<1$_K;+fiB98}?rj6=PM zIDLsNWK^7HBsMv@MzWSm0T_*zcd+>&c-^K;B6hrHE-99?1=GlbHyK?JH@mWzV%|j% z8~Rnm>_xVqQ87Cvk(Qh$1*gecPJ>a~&E|xl_M9$>*ioAf=hB;{E;Ex&RZOE~c9hIA z>>L+i(C1}CyoiYX8(YYzh|NgAspc-1NterDy#9sF2f^!~bVEz}#>pT};C*#1&UqKN~~lO64DHcRDd*;rSBZd>Tu z>^4@JsgfK4tuGeyo3a&OYRvm7hNUc9MG@h!V3>n;l0-?8WhqHgT%3{2+mgUZskS5} zaJ92JBjBZVNvM#q5%F*IVD==}Q;LO5R@B2%d1EaM0E=D5@~oN9h+0{?TBbb<>z9b} z4z?PiVtjI)|X}kem^8o@8@C(D|A!iP+Kkz_P7o3A!(Hk+Ik) zm|Jk5-on?@zo(E+`mr(d)5$so!It0#M4?8S6 zbcR=Znqay&Z`hKpbUIf_cnmrB1vfz(cXeY1DninF3EC0twuohok|aV^8a^|itw&hGHQ*ZXq+cc6e zhL!U}>#@B6e*a*Jf)W*(SA+Oi3jqg%Y5D@#sL-xodPl;?0R{u8CEgplcPn zOZ$(oQNIub_IQ@%d4jOCumy|?%a}xs;%UiqCA(pw+4FTts2I8o!D)0(J-!9(Y?bmg zFAU@i%0vXLzW4gsvFKSCVGT@%wV!8!qE+mU-1w@U7zy5w*V_i-mfPw6;< z%@YB2lq3;4oM^aTow00dN>pPO8LNsNVq!gQti@?Rs0kY9raF?v_T9tlKoAzNcnz3~jFKS;@-@PL9jGld{nvJC|T)6A4{{R;|aLb_L|;&8>jU_Kwy?VXtM?8pE!H;Bh~- z3!Zb9TM4PKQ4e+wA#uG*$R+Hyh@BTCiSW>M(fOWh2;rK&18|Mt#l5-zf%vuY@1!RS_s!&8{{xBT6l0@2d$9RZ*8{b>^46FCOc8F=fwd*1i*TH~W`B zueqJ#Yq^mos`@9Y@dN6+ zOox9X*{u^rAF4}2rBVk=5)B_y9JRXJEXhgdGUhpfz=Xbq_$*+H7ZsnQVVv&pmlS!J z?G^zroy2B>z%);nMC>q4Tx*s)Q{7^e9tcptbA)CsTcoJaOiI9lQ{*WKl-mzJ=-`9I zf5^vbHXj6?Rk|en=xF2{YE*rF6BrB%M!d2*+!#k z0$*fvN9^u0T@rr8HH=2t9cESk6~~j@(ryYCc8JxVVl^35hNKu}DMt8e zvOlu4g?gsJl`MvF_?N{Fa%>)1pG@(TMzfY+ob{3li6pH_0VuvsB^RCGxwr@I6pZFIsg z-3JxU-3KIdL%oQQ-OCm-Dr7SfK9Gh?@OHBKAb8!SOCol>=0INO=6Eeh7_fI4t5SuI zY6?!jks}^R2fY3k?I(!g%WT1;VmK!Oshl%mUl8N+u4LY398akbjN3@4es>?6Ap+)J zT@tZ_`C*mIVHHNCaz2M#1Pg0Kj#n+hR=wKQ8eWixM+(6oU@Iyr_#aXk8Wv|jP=DYR z8@y~eJ&QM}O}xS8li0*BbV>MaLL-q)+pKSEGT$OjIfH}ZSnf-ZQSvLjrw1Sb}}#p-6AKVTaer= zNiHWFo@n%6^IYGHw+-C&RNtP<`(D`gQIB)wUU&0A{1peWU>6Z;ua^hT)D`%1a11yK zISqvj+YJ;xv8r1UnsQ;wigoJ^yuIzf&TIES`O@HvPkOXzg}j3tuVf1yQNh-TL{|Zp zztM1VKD$X0PL}DCP>y^qLe;qZZXVk9yuLj*9@q)@&0OC9$PI8a_25_T9o%!%;ET5m z?z!i!z1#Yp-+>pb8D5a0{|s>}BKsS_&1!ty8nbbu^l30|(UGZT6(M zAM)1T?OtK!H??xa;NW408RvBcRbHOeB@w^%jSMs{_gmEY!@;&QcH_oEVFBc{)x7C9 zp2OWI9weQ<;z?bN1Y3{IptPQm#)0d04BUIQr(MhawpOAztY~ziP!Q=d=!8bH2X)0( zwzNx^#Cyb+em;~f;nuAnTf!$EOdVV5*VRa{E!hl4w`9&* zA8@?(L|uuMDUH)55u+(#el^AJ;g+T>Wbh!M9?UKB)K2`^;;@|gEQ-N{ z>=ubL@6sg^I|eiQx9#lTv)gFTR_4t&;Hqx}=5AUu;G*;9d+`|ZO~mFEwwO_|8JhqG zlfYV1utqWZ9=m0N(RXx7#E#J+OIljISjcZs=f7dI9aZOtCelzSwDqLs3x3URkf?gU zE{Pab&FR}FT_2dXPL#uGTpb5XIrIMRZ7d9_)l(0m&QNH&q};I76&a1A!x|?>$+-DT zh)T_5ysjjw=Nh9+q6ucwZ(Xzh!E1aay^+qh=$cD|&16_9&?;S>1gAjAVjKn{QsdJC z?l)MhD}b_#kLZ$!(JnBf8Ep?$$j#Ta570O^vxSHrw*#-eF0&gXal2cWMC^(mF>v{w z!9BNmVk+EVh+m?@?`AU}RpHXq1FjRhliecGc&{!Azs5N(ZgZh#QE`$>gM{K@s&1vq zo<;prvu07zk&j)rwHwy58!2ZWsC{7xYz$r9(((z9o#lS%PG0^U8?Im*6Vle3y!=~s zTg1A4C`mMN5!;+o7Z@uFaENd|FBjCx+mA|S#>kl6ChTS|q{-1z(SCw1{x(}B5!G+a zhV7t|ZMo>xVH?)B)v#@=S7pj?vDqOAy{St=dENm8xpC8;=ppk@TVTKrCfM--PEwYq z(Hhwg(HswL8tLJi^cdIf;#mE?y7{Spq`L`4ND*Z9IlE2B&7f~XPMx#DVp3) zX7falouEr1c4TLtz5o`$$?zu@y~9)(EM>O?pEy((_N;j!jq(G;auHkTs8|}X{zLQK3CKvDp#DkFOLZDMb+ng$YrJpMH_e z7ye}O!=4~|@t_^#<$FU~=Md!fqJJRIaFK^DNn z!G2|brdl9R( zX?O>*iN0+ijy+m&6p2USwN{F);+cCgojR!P!m$UV1)Zo1qAJZHh{Gz)VSzw{gyI4V zNg5=SYrmpf>97lgr$EUp+?K6HcKCSr4vAdVfY{_eC2}3co+~Bj8Z*tx>(Oq8<@M>|Z~-ev&E|Uj5pp=zx95hz zJv%%(LhjG5^S{IvDcJdiX!V?b54$bm{Lf1gp^>xk8<@r{tu2~+(p~Q(w9}unMU1FU zYb;!UGgSHhXY7`Va(}8zLiLNUBR&o9z(`W-L4rI*Fb>|)n3R{;wiO}e{j;tz)yjcC zqB6sF>oqpzl|t6^bnl&%_hSv|R-jrZduf%}uH1-bGL3B}w&$q61(6z7--4c_K|*nX z!BK;R^51XjTCJVezSZ0wZpN~$aNw#ux<%EY?5xS#5<$w{Ao7a!690RTCd0Z z1iLK~ls8BcP3-YTt%lokH)qW)9tB$JYgFT}_a zUUCUy64uMY$2nfGb2$|TqaZC zeo4h8!D}a*4}#ZSx+G%9>+~hnG8~GkP{R5+oFN6bs=#bl?QDo)BkOf4EeeS6%WSno zMfi*aT%QbbDO|A#?#PAn)OPJV>BvQ(-^XTt zx`>MRf?&KsmWW8d!Dfvh{R>H=iM`xuHh!zS%i{VYQD>2-8Q0uZWi0=M0p}@ocN+7~ zH7hCK1`{0uh~&r{8#62+35W$p9Xp;|7Iz=HQq`P~m2BUNhae~0Kq#lcta{i(+1wE@ z57s52-1g6C4~_0&=M8~6M(d#D(Te^vMEE4O0;2lr{GkvQMMDSn9*XQdHdh4Mxw<4` zNA`re$Of%Si2N(Wbv0Z3sJPCnk89Y1gjH;&2&^k~N%&#a7<;PWEA{~zBor4hCFZpg z+n&Nx?E^HCFS1n`)kKD#@xF}RF0q0hT@sP?ubpj?0-py3@)V(XkS$MCC?b^qcCi~L zczjus2+fHaTmF;D#Cx**cX0#Cf5FpfsuXzP3GYLj*`o`a3S$Uc1HzaF3B?7LjWkFo zXI`tD*4wqfHO;LB9_cJr8+i2o{(Eoe-*)Z5y*GP?+qvm(5%5oJoP%S7kg;A7@PF8C zkx=lvp+iCAr@iK^F-vkKI$V|r+g;kK9UY>gfvb4oYIU&=#&;=fw4b1x&Ah2GLm;Al zYi1p8yUH_(&iBEcK{9vQfITdAV@9JB@sJPQ`eMWL5bnm zsk89b6UMBtmk^~4Tezqw9R(->cS(mkXN@eyD8=T1VDwpC60u`6eMJ{&05+?1;jKY6 z0mqBeP%k1@+t@-z#cD$60sxY4&>Gjxv<%Jin#nOTb!u4L>T7%kli?e z;}u;JemFFeeKlUd3{!)I;^Mcud9FQP_)v4l3zMDk!jew7_y}%;GfnSK(cC)4RPo2k>EZ9?t7Ohbtg39)7 zU8ux4f_&YI6l!u;|+Cu-hlvT+VKkXmg1!2^DG1 zK|mTkJ2a`qtb*2^YaorqYgTv>2zmj*=wb^M6^zM=g5*kUIE7npHYMTyUYc;{*zFTs zI&?|Ij>}}Z32|Mzl5_RN{<(hdhip)1*~5`~_xOF|j)GQ_0O8SuEJP=G3kC=W-uRC>H&&i@cmD6xf!io$pZ za2{?57Daa31dF^biP*6ixj5fpwv|#|5ZrH3`**O}kE;DqiIm+wQTuJ|Mv2;Q)+G_U z+7E}*P>l^`I2z8Y_?qug^}E?3L{8lT7mH_3LF8=~S-?6!%D57Q-~jQxF*L}>1+ zn`|Aq7(m#JYu`f<34R4}S;!VFs^w2fq+HI1Lg!>Q2Lzq@x+G#pXY^_~Ri+D0)$?xw zt9^h-tYZri6^SDf^7bm^f_TRocDqFX7wVFTUH?Zroqz$`LrkNb?lj@5JyHP(e+{wO z!WJ+pHq#PL*N_w(CTln(NLAQe5Tq{ACE-U(qu*Dl19n&%Bor5Mr4Hl7rBKF(N*2aX z!3Bhtfv52=@U646kRfTP6N` zv@Qw1<~f#VbD{c349glM6c^Y>YLHM|;7Sw?5{iq1bSEDK7jWp-h0R@7G=2Yb_YHpe z^1+98_q}vO{}T`Qy|Bx;{P_TCNW zk9PaZ`@V;$*9X~RM%C+x1TtZ(MNKE~VmC=N`(<4cD(u{i;506U!p?7kz3LD!2r_E= z7-9GxTcD^g94c-;qZ!C|*bNd8zO75b4}wPbp?V;6G7S=ni=LrPK|8FC*?-+*{ntM_ z@XVF{Pwn*vH}4~~f#0$9$+3Zed!c{JZjji(f1>Kbj<5?~iK-joX8HXKE{P3SbKSR5 z^GEkKCKV+ewCr5Ypx!ry-5}BYBwZ59?#D|K4X-%QtAXgryZc_)K5)m=gLhwDi&Fn} zFAm)PwAUq~{|rI?I>z9LbzRJI@}Hri+mT>)_jjj-HELE>q;!ccu-eE!G?h>#ewq?3Fm5( zpnIvoq#@3Z`0|}z z19QKvl_3rf7dP{s`T?2^{zg|~<=em3B@v@RVefgI>)Qi2KGMJKTLa&`!Z^to`0`Z; zuG`Un%`<(wzve|F!uyERyxZeS+9ggOq&UrGw@4g+wk`=jP8|ERxljopcKI446c>$8 z0MT4VU}4p36V8_i{3qBtj2ikU!M$;E&ZeBq6t@(_d=9mO4eaKL6|9vcnpt6Wm#Ww1 z&X)TvDz=9$SyaUiv4DLuyHTRf^3dvR>_J*`j9+t*7Tg#!-@V(#F`rgkufMRnnC~eR zyRxZ#D;7hqh5MsUjPg1X2)Phu7YLkt06uE(f?4^#rd?9?@!=iWW#_rA;qg@WOL?`6gQMWO>LOe?n(>A@^))KtWwsKc`XtPfIvm&@ zrG}OJ*sT($+>3e(8&<~dlnbbrIr7%JrSqM{8C`$RRdG~DUsf9wVUqcN=^tE&Ay@z9b@#^vQUbSm*;$0)~-Aqp* z)s;=R!cP8>nD9|hTW+!VSRy`_!N8JZ5vi}K%?MTvh7J~Sb@E*1_{;Y zV{)xQLUDnE8x0bQ3tU8@K|*oyDc$Kg!38Xg`9O0Q#!Oq6+APkH6bCr0f{~N>`-R1f znfI>a%q?}-#azQSx!}kr1g*C&=1O*3B%}GFB+;Bvn_Y|>{qasXx+n{4F?}_-+6U;r z4T5#8BvnWe(2Y=MlV(w21ARfy5 zoA51;=R~v$Yf54Zs56-@CsRo&c~U5aj_~i-6_YQ3<4WDxzwG0avi#%Gj)Yqun zpRy&3s@qXc>4d8Db#|k~^}Ft2%l`ksf(H8hx?qN}suU~aQ0gZVgP-dZzV z?1J6=88hR%NXP%MRzi+1MYX8oghiRso@$~zoMr1WNJG?IUEQdNKUysy6lM~3{@Qx*CLeM)7i1$P zTMt8=#Pu|rZ(_<%ND@uSO0aV{Omq&uQG@**g7G?AsHk8ZCPP1s2(PhQBx-zBmxS`g zA0QHq?u-u;`JZ3k_#Nu|_iWaq>s#d5RNwEgTO|5^TbG1i-x}dlMPPIu4HAlrxFYau zI|5%=%~!Ip8`iFjiB5iX!8De`bt~R{EXohiVCLNw``E0@<{DG8vbb%sSTK{~sugNZ zbJ_e5bDAwlyqBWj3bs&Dy;AJY37Df<&Tf!safvPoJHcrm18$Z z)ZL*=!mn+j{sRWHxheHTs=9k%6MYXRFCE)TUS4z8@C9ly8{LlR`=;LT4N)!^XUK zv-u=ud8Z`tUW%nJv4x7Nd=X0n_POn0H%PSjyed9n{j(rne2Ogz3oV6@l&m&oLnNR#ku{dR7Mgu3yZVI#9%|H%r4o`FmaEr zLe!M!mvl+^t&gJ?+XqyZhP}E53B?6wX&NLH7q~b~gM{MZvf->yf%Sg>+T8Vi7py-s zc`lsOh;}X~kJeSYx>BX=rSi1llZ|y^LKoHqRE#Bgxav3Co=w|N#2P`EPb!r2^d5-Z zT6clq@7M+w>@-3%^%e;JmfaSK#{VfvG%>%Nh)MsNk}2Gs-l!4q9HY_HyBm|;6UADS z5}3|+*YIR3O6BsC+07GOPtYZy{B5ix5xN$Ozudy^`9@$-%hL^6&X=hFMcA}|eb3~L z8*y4zKq=0cC1+-i_dWMC;`DXr>gp!AuR~@zp)H~pT2m8P8N)ePA+$KkHsDV1_v=ce zI;%5uNyKO{I0dT?w)JezR9~abJd8d@jQ*D`P*jX2Cdw`}VV?B|cIyO@|JEfDJ0eqD z&#D<5`J5@_9mK}i8CPCERrwEGMd=LO0$k=8HVXux>AECh2WV0aE`i-r&kBTR(z2krm6nO?O}Ifp z+)uL}PHZT_X(FCsUv8sYF!?+ip-T*_{X7}OR?qKO5QQL8tbrOjD$i${T$ z`Wk)p9=2!^)o2}_C^{V2+E7)IFR@!C3cW*@gz}Bs5R*pFupPFpVs`twGW$E!`CqYF zkE-(#iLz{)DEvislSJXWbxFjo@LBU#!_{KqqSyJx;!Fl^D-wS1^3Q(5?G6 zg4D+rH!4WS$~(vei^-JBZPIkPCE)!Vn-v1yzvz;P9lX&?iiLC@ieqpcyQe5r`v4&s zbx&hbJ`(b+BNA!F1=0Uu>~@L%-=|9=cKwfEUM*ER%@XW>k-Jj8Adshs#K~-NqB_Tf zL_6{WyHJoH0>^xI;{=Z5bxHW)(8$eHdWSiI1_{MQMc1$G^lol*)4Qp1;4Dqz>rv+hNXpNqf#^=M8dt9 zTMT*GnF$A#z!L5hShFwBi}Z`zryq3iLE=9IL#+#**@ zz;iy0X9Pfs{3?FsL*x~qTT51{5YIKHYJiqcc~~8Bv$5kXS+?f4%P2R5#C1_ z{|{T_s4&hJz6I0XrUWmkcup#w35b8gW`}_I*SaKP2hrZr3uOY~k49UnlJ1nJF*#Q4 z=~1luuOo#2&K5W-gvY6xqTo0wIhOlvU5*KYzhZMk5FFGc5j%ntmYVJ0Y%;FOWfWe- z=wn1^;+GpU1RxoKH4$#77aYkzi5w9`#<5!`h#a9yB6dWMTv33Lvnai#3b0udb}x~0 zbb?<&WX@y@7S(sAB(gSV;4rWu)8>qza~hiig3dx+60xK6LEB%PlUOk+DWzantw>Fz z!O93|ZcgQ^0!6WlKVK;?@H*Bo=pfFYWUDAD&L4C<(3MfX`&n{SCG z@U8HrP+rPrh(NhTmqhGP&ROQTtMX!TR=5GKY{8>~IXB@tp%_`< zN=U(ZQgH5!GANq&vNlOY+vfCmCf2br8TKH>xVd}7TW~JKg(Vk_0hk;~1Td3ebLKJAh6r*gL z1dij`O%gpObV(?eH4utMSB;K3x0=n%bDl*%y}6i9wN>+}lJDN>(6Ef#kaC~A^6>-OComsMy?SH9SR-Z4$J)( z(RhK)epEC@CA#hQNi_TxyHTR{Z|IWnt6d{WRCy+*AQ~hT7YFMKV$UVFG&j#YZvT__ z4?cP4z&*S7KXUEX>&*7l2DOqzAgzBFA@J?#miBWi%?6^_CB$&9%ejXO4_XndfhPS z1vHU1wql~1h+KIuxf-fg+sbaAn8#;OtD)CzHF{)soa1vIg~P%CQ{0#Ws}gqv3*BbT`TFp1u3W{nqM1d(tsy+n#8o;Mmpd zRx<-BSgKNm`$1qSYAKb5g?wIfiSh$9pF?-Wl>#TkqIBV*$y6B*pa!lXHIrP!W&ww5 z;=Bj5`61@?XK4%nUpVhvwzN^5R~)b!aC-7=c7sH{vvf%)Z=I=2LU}8K9H+PH4wa_6 zw|I%ERJ?&WaJV$oi|Cvi*m{a;9y4H3l6_~FJV&xxuE3OP*sy6Wn-5|&t93~ztEn?! z(Zy?mvx8)nnJS6g#~VuNW5lM1El^Z!Cc1k_@(xENOm1ekP7o>UlJFy<;e^VMu{xwd zLUD0Gw?-wnfC=V9hAR9ue)4k)P9N{T@wxt+?&!bO!YO8t(dF)Pi+x{bqZDjrLdbf> zzNgr25uh<9DR4mY4Cpo20B}c zrA;0jtf)V-Q*pNN5wWsn;=uvPHcYHtavJ;}R=^<3Bs#ptW`qFwsxFDxfgFSWGjRK} zurk97m-i8Z@_V)*Q9%hwvEE@fNRYFO?1G{)^s9)H#TGOwO2;JZlg$LD z_V^3eTLh!Foy`eB?OI(Dv7Q;Hrxt4|;;# zHo@XCT@tZlG5%xK6r2ftX)qY%DWdT@Tb!t9Oh{bf@)H8bYwX4e9Ixt?H(e z<^zpMlSv{4%OP;RC2UqQVZWi`&Q`G6EHRDE1HovjE{Vt(X{Wf;mK3{S+qp~uoMNZ3 zuG=&-UYv$_51~4TEn`$anhtX$HjjXmQ;;o79tm1!v)LeMEs`Wc)8WuzhHlYiw5+MZ zy#poRrKzysX&By2ifH#l45!Jq*&j7ANjJ zNoF$LG>E*+ZkFhDpDqdIIC~M6Mh~X#SiO9mU;DKWQ2htkLPS-+6U5ugLHZwHw@dW@ zhAxTN^*l(0Byq-?X1fRMSOPBP4Z8ADt4e^k zjAnB|&>E>rB6hSU*r7_^j(MS3?({}1`WTTpl`T+I&za~1F3C}s;K){|8VD?4w@wf_ zNtZn7;IpR5ETQb^C)$vsq)vdnnjX2K-w4`M^|G6Qf1Qn0u(b(M>m}e%vD+f1^|&qx1?pENiO>RB3himoFaYe-V@LOUmBYj`6=Hb|-pYAx+BrO2o1wA1(5tJitL7 zqg01t3N+tQN@e`q&GmC<&oIc#GQBkC_+Kr<B^1Rr_5Ig;<-nbf_F9d!dg%nNrJo9X_$@s*PH-r#^~UB}>jYQx z(oB0Q(*9=qzeOYNshnDiMvFC%yoZKbZq1lxw^{POtx&exTIiTgkI(*T`_d50{`XD@ zX}_(QDrNjH&!8{c`xQ|2Xi~EXPwfOEwr}5Y}cjI8jp2x zu|s~VSozUvZcV|}JkYU;(0Zi%PQeo~TCC&bgjpBtM1(^q7ovSi`=~X}AasiYze~hN zS$tICBNWMTxXs_mP2-Fop94OI!0?IYV(8PZ=#XLSHjD~uwOiZsVgCc6!G+t?^G$Ve zZ0{&{d5Ng*E|cy^6GWQ(ovKaWwUK!MNUBw6A5B35|boA09|)1g$gL*$JCS;tAf*X_-0 z5Lo19Hc{H}(my%m2jNW^zF!EA;J7j$-BUfrCMJv1ovo1j7dyl`!{AHKvFcuSPV)Rr z9B|iKDYn`_mmyLn$WmuANS@{S0VIKGGt&xZKy(y@hA^tCpVT%MWa`fei+(|T>=7R? zijRHb>pz6{hp_d(X|Ao;=z%u5+84hkKe#Y zxar~9k8zsbZ=wAmOz)>nG`$wEF8>b_rm* z8Yg_G02f2R_nYRzHF1AC#+NkPJ-~^HmveWv?xK5(*!%Jk*p1HO<2wTtk)@k6KIJ z*${(RCd}YG@v%aDtP~#?ijURs5o#J!4qWx<;EP{(#xRDxZ6wCw=mubC2pjoBb8Tdz zi!IbrMai@zwXezsolsl@CN zS-x|#N^7QAZOfajZK?DoX+)j~>l+Hm^#>3I3i3EKH!OI5GSvg9yDmV2ZMe^*O|+s- zwAw5c;i_a|5_5)pOAf>A+N0{|Gg(n`O2h4?lEieEgk&HC-Gb-2VzRrG-3;YP2yDfI zaGW5s`;joL*Tl!)iI1O%kDrQ0r|7!m;x5sIDZvY=dSl;~R zT3$%Uexk=9YYW3p|6kjKw^(ZY+X)k{C78`kb%{M9@Rm4a#QSo1WziSUkV+|gsT^^m z>G@uPT#(Q|-ZiaEPa)Oy|CoCZIJt@=e;jNOpqv8|@Wc=#(34OgoNSDh5h$Tu5RPbe z=I!pRW@kndRxCd_gTa7dNJfBdY;2ssf#iSz5zYbQ9M1MRhcoO-^5OG2o#Wa6>aO>u zr(eC9>1yW9-+Vrdqok?BdAE%0#xQnTt%4J5r539GKzFp5r`NSbz zg!u}PIy!%QVvR3Y)+{$=D)_786rQ9c$c6j}5(c$+CzSb3-yrhzi*B zyjk+nO9tUys!YCTz=IA2+Rr6J`MC%dpw}5JK#ZuPu8(%G5M2?KykIe`r_y&xs!)-9 zF4F`mL2YG4k_9N?l!e{)u6`Jbd@|6O3h?pmfo|qWFE*R{()Z08sYg0Uy-Lp_7=vjYvk@l`s zLM^`@tyO(7NKj9fhI1+4)l12FJAzp2`otSV_bS8`kAfEEFV!QNs)b&2AfL&>qbN5% zUAWzu;^SY$$1B9g+2Z3I@v%yLtPvmU#K#8lu~B@SFFrPlkFDb40`bu$J}!ihh8{cv zCZ8jZT|M&TEhCRVdf?vbfd?PhzwhceLxl&>&_0$8;+zL96YWiHqtZfJ#MC<@XwDCeT@G#oo@qQttIuX0pp6_7ZA?Um} zn>DC}Ev0wKxE-cxVl1Q09y@x^H6#0;s24A@wF?Rb4Cb9xg~HzIS!PY9;RkNAP$;>X ze5t0z<0yPwd;j?>+5BLD%y8n`?Pb2erJVs#ftK!#)Fi{ zP}bOzh#i!i1PU%aNNvpoWOCT zEs5CS5EZguUo{pllY6i{xd%F%CzV4}k$HjT{pM zKhEZcAo!3iiP#aGA_HpC?{&d~PTA`V^?VV}5u+clMKZ-`Y9g3dyO2Fco(L%a!ET;_ z@@-oZ@q@D3U;TEVqwDox9a;CIDfBsl@_%fR%s~lOoiv^V-gcMmdzqDfw{IMVmE;! zx+;UPMK{z%*1koM*0I?)^}!<(CBJ>5_SNi0iQ3PxB@tG;Wxffuhsh5M5{io-*iP2{ ztk(sd&3c`&0giv*01U^!A+^;i+qEDf+4a*}vg=>jFh-l7&_b(Z*Z*U;MXc^pNuqG`u>~`w$cWo#A}NDfQ|T_V|GS8On=t7u8P`;~0g2+(KRl87DXdH(2YfNS$t z5ym82P*WI>3C3kZ)ZWPEgrN31TM{v%wqW2zsESpcyGr^YTx?hIV9%vm1cyLM_r|7g zB4}@sat>Sw<+19jnpJ1)+_@<^>=n1bS)V1_H+P9YckbL9)H;)VOd)S*twUwB--;q$ zH`!{k8+ek{zqZJFNLw_9B?m`1S;1szt+V!R{SP>Sj;UF$NT5B!d3lM18a5z=l$_;2 zZ7vkpl7ITV`lhDVYu;?DAhl!QO|~Rrv{p3MX=tpQ@}*MEP&G5DM!td2J;@f!6uRj? zbXnl51{>}EA7?W_I+90iNyHA#D!4B~&~_a|(2iIM!!mPG7EG8V3{-h1DmieX*a=SBI-=lX+QGsixBd*nsTpXw?*vhOi99G z%57b$cLJ$__7diVzxRpsEKvDtZncpoitbWX|!1lGzHJhkzBsOgWSXX*Y31 z_zJd~O%dJ%)9hhaXu}P%Xti@DHD$PgF63oRF6shS6O%bt>B7xKTxWV2n{i?vdu&Ol zuC%RG`2*PjKIxq#{m_!LU1rM#~6pkPIrE>`yzh-kn(0I`n4gRR?=f);%_sW%` z+++=7tgimhGt~FAkBUhP$$uTOb0=)@31_@s4&P}sgB;gfNriL3#Mf1HjtiOM^f0DI zFa@^b`wD`rxHy$b-Egw4Fe)E4!Ip&TBF7>y?H+EY)ES6Vu0Yjj4bW=Db2OB7Y>`Yc znOcttY{wTo5pP`0Zk~AKIkqHX1jTpT@%5?_)53Qe$-rrM z+v+3QX_2WooOZHiAVM5s9=*1*D4$K)k_ejzM+LqhD!9TS!-9n3;vkMX?d~~dKx`!f zb3Zd7wylueoekbWtG$n{VACFCriibAw_u7bwrNIg&inwI1=5S$YfB<_fM!yFprpqx z&G)N~UP6ez!WPaHqFE6TN$!X%f04}t!RT3A5@C!i{7|_v#^M$v6c;#8vLK|K_y1&{7sh?1+b z6XI$wS>Ht@W@OolOT``+8YwJdGeNY!(3XU9sgn@E_K(s2R_aOt4`D#joA5H_jIPLc z5TY)&Xr>Us7>(_^6)3zT&QKt4r2pT>W`O{-*_K3%0Qr&rq>%Qt4yj6>A}V{(TEg-E zq@6pv;NEVixee(@FC6!et9z!k62$*+vei;_{Etj>1{zb-nHx5pl9U<>h^8WDie+1| z)Kp-%Er}TI2m9fvb>_3#gVK7bP<}J&1vH`$vxPFnXIeczPzY3VMg00h?DmOYzu%Tb zjJUiMzy6w(ha}%-?%cT*?w}m>E1|B*=Xx`JVfUU&Uy1bc@7n4t+RKsUIK2G$dMgqG zMExa+kh29H(9!(Mw$dqQf6kUfj7Ejde)JkRb|_a!MbNeCQm79H)pp^+gHRT>+U!Mi z{(rEAGxfoP&LBMbq9+AQ-*XmPG6rO~o<~w3yAaAfdQ8!Zs-KQ?yTaHbuMkg?%?4y!+9SC$Aj2 z@5cS_yyn1lAK8D+qX!;(;K2P?j(p&n{kLBG>nGni^1xmDKlY*hPu%Bh-?GIy@XXy% z0ea-V+edD_3FM!%>OgKmc{md)ciL z)!!pYbTD?9sm3I6XenB~jb1`!Kg$-|RN1rY#wOsdb{2!G{wf(kPn)g3j}{B;rSBTQ-m7&O|0;dsHT5 zdgLpJ&V+~Jio0hd3O;8NorYPEv1|?qI!D-&2%}>W5~!#GJ5LJ|ii^0$t#B?Z(o7n? zgobi9TgRquY@RS%$>xEW%9)Zx!x66S(|{R4QW+{ZUkG=mLB-}mML+aVZSW52{f%sy zP4zyrmQIFR%}}AO2;slr&DWVaY4$oc3qkZ0+=1MAfdQ;-Zn=k zxPa}e4|O&-`YL{IbpPJ>j9z~$=0>%d&cF$^tmt!WIHL_wXronD^z-bti1mF&l4#iP zH$KQ{>(NokG;MQh)C=h2qik^vRcn}Sd!F4sQTNYnNhmk_2_n|^+00AJu#A1UJ@GOz z`>JV%k+-S_eqiI6Ahv0Bn;wHVhd)9k7#TLsHo9TLfMO5AczI?r^$=hBw0|c7eY)OQnu?V|WY31qsDP zTp>l5sQD1At41eCBVR!id5*1KQxlm1ha{1+<_XfzvpFC(@)=tav7=Krh1Po1y6+K( z|6+?^ibK<>^#OLXMEN7OB*MzK@Gj+`IK{Fcp}2V3cG}=it&chk4q&pE_$`7}|CGjx z{ZHO`;Gx@K$C0zD0u?Qb$uw*<8olX`12=zq^zKiNeBeHKG;+&LBe&i*a`)5w_ul`) z6F2KsR0fvSX4EG-x#?8R;T6XbEk#jvNPkO`IB2##W%DoM4i zehPBNK{nbm1U#+g`txmBS0^xzMMXBUgZ9t$$BcgH%?F-&SWA^ugD2Y?e1gA%BNyLuRX^7CsTjhBF zw(7{OH^adH!jtbkc;(w(c`ggfoe~s^b&Me7Ui!9?EW*fcy7< zT5w$iw;ov$sXzAEf%~pHc->8-cRuX<^3CrVx%<63qRihSj0@P>E{l3O|!7d?UL-qVV;$B*F^kOx1iY)I1)iPZlH; z7jtbL-=D|d(b*;PGuOj~3{Z*=PU{ZkvlVf8Mc&u7Ite#LJL0Y$xKUBQP$`x3gU)&= z`bti?3~ZSiRDXI48^>td6KZHRUw$*YEn;?Wk|Y}DP1-+SUQ)Ymdp+p3l1(}rAx-It zb9s2cUF-#}14H+7_OG!+_yAi`hM-hWOVqCN2F8UvZbp;G6}yMwm~~)WwDY)^%^X4T z9$OO1ZSO`yX!mS=u?gJD*L1YGKSr>>$X13a*h`GS?h!qQE3T=cSU=0=jbQy*TN1Hj z4Si$du2l4-I=Zc2M?7C-3v7z#{6w$hxZXeI1&0#CXaom_g^Yr5w`du8bb&|szvu#wctad@w+U=E2v}on zNyHA;yj3tx4#J7nObKEZxb9-J2REY(!&c*DU#Jpy^H&kF6>LFG-Rzh|5eN~-W;nnt&k#iHLwPH^d7|rUZAmCsx*FkXcZ55&4wS8xGMu6ap%V21 z!tyX%C{tLVjG|w~Tok|axgs6y1MKz*E+4Ta5j!q(eOxx?%3g8MOJ|bh2501&zKKYE zhb^WlQu6|&;QW1!&&G9wzQtyQK=yT860t*eY7@v-Iy?H4Wha*}i`xRyc|9Oy{SqPl z6I%_Yke=EMQg;uC0kgxhxL5$hAWr!QHeUqc-`bLh9pQO9;0}2e9b`%pP}l;S+U2En zNSnWk7|#1-d!`vAV5lC0x82v0JDCz<=5tC=o5SXWpf=N%L>M)TfK$b+7}QvhP+X*K z&Cicn|Jd1>bzyA>_Ajn{7t|lkx=?r{oBqX>@5W0gOIYxK?b>acfesAR;?@h<$VGQ0 zLhx2`>vncq#L%`%5*>_NXRU|LY9+{{Ly;(v-YrK~(rEY=`g)lyxS^7vN>s1lPn?5I z%XDpxKjP-Q*-Q}a=WIzR2it`JwmXuY?+?GpT-w=`Po~AHM{g0kr*qJgd=Lh|#kyhmu6Yp{VU8878f- z6rndOLa`LtziA_Sl{`gVANr~GM44oGuTF*q2+0pj_>dps3x9v+|-01a)Ub}-c9_J9fQ)V^t4eZC4A-kc2uGPsqcM5OLmz^H><&WTAP8So8yp_(@#YA`NZ6-uY}u$YMXw1LyincX(&w|3i-h#iaBUAw$JGI^R$c_o=m?J9U) zI<&2$@oR|B-E09(@tKn-Ne&@}8gS^AkVAsh+u2+Yr0%dK5j#?IV8OzZy|Y-ZfIINK z)UHAvHd2J3YVsap^$c4?Q>=~_3lyI0>BRDc3-_zlcqCvw$!3Fq^|&pG*ugph!iFBa z_gf^sWpK6`vQpVvM3yOqc8Ht(1R;E$Ex0L!CyH?lIhQGM!MQsqICq25N^nll{5hK= zg62Y+IRm+s%RIS`A>qX0By}VDVz{(!iToD+qD3=R8v=;*5uc7JK(8)O zfPMN>DX1m?Zk<%(x^cW0UPwi7Ka9;E!TnHM5@Fmqah=bFnnL2#!h(e2VyvwJ3oc*^ zxwW%X$W!V9ac5hm;6d)ttM8v6LKCav+qbRJta)H>ZTk3XHgwVbkdVC9^zm$VTg1{< zN)jEJKH}=<7#Zn?2I$~Rbnr{qVi~HidIUzc5nGgB&u){b@-?<3l)GGnXtX;g4jB=z z;4ED!EV&FF92^&cTL7R~-RY+}atPLpx!U@5#OZ3bz@|7ki4t(^E)@eTGAwq)!X+Q4 zpN1nZ?RBqYGeZEp!j?qr0IrY#E?Wu6WW=##9X+S3KUqwd;79=MjNJ+y7GMhZ4C|oU zkwBpDV=KlK=oJX`GPopK2o^%wElI)fYO;LJ6W9yEeB{)Lp%1VbB;em`OComg(H)ns zbk=&kVmRuC-B`g&F6`6F7j&RozmA}Og)OitsJ{0uchiz#xfLteQU{x~fMEjQ7un1Z z0H3ub5j%kMr1!2^2`4F`cmR0swl#29rkuKmtI0Nh6@mLTTToNr;4FgZc2~f0O2MdG zETn=QLsWU$7uk#u&<@&?2!m!3rK&&|gCGkMiiigiz9w?&NYcuAszvF_nrUbzzL zp8fC8l{c`3igsn9!0MPpNw!UT+O_N^i5^$kl2GpQDukllf$qF*BKs#!*2uqz^U;Hq zoNv>b6<3?Tity}W3u+3_F$tNc6rAE;AjMS2DM78D%?Uxxvn3HbYO~kmVL=wE>OeBL z31W?3L$q#T3uubg9LN9$9Ey|d&5)|Hxgbcr)s}=YQr3HSrq_=bK@h4tR`e?f(I?oF znL;!pQJlTKFsET!1I74(Qp`P``X~ltx$+#>mHc1!+`Cs%4UmRx{?Y_?;5>? zdjAevYE!+>N{A91`8_$eD7b@lU7tJBg?)?71JV4~ZAmD{_=+tF6)htEFDY7VG5lG( z=cHBXp=2%vi6ULJ1r66*X!w%FzlsSQxBIKe8pBdR~1%>z;WakeCsL(Y>V+TUr` z)~B$l+-9%bpC=eKcnLAu$QI5VquM%?aYPHI6y zaeC6jzVp8?yn`Tg~!sWVc1^{d!5FgTuj*TZg>jP{!M%$HD4r>`oqFi)N_C z>QRY&zyaw%KEiI5DD*yC63S^lfS9y$_Nuuzt*pi4{;p5ij zhBC!`PE>2vtzCP92LA`P7^cb}pYZDVAU6M7cEbdMU)z!}hQK<;AG1yL*TcH{gD+9@ zbDn5VL{EBbSU{Jf#W0;%&t$hrls-+8=wQ!1qpr>{9Oi@dWvKkIOV@0JcTmwQ*+QF| z_)JJS)oKRAslI?WV(e$KSs;2}VM{_8`%;9i-5vb6O{3dpTMAetul89Z^ zC*kHYs88Tr;9iu>R-k4M?C2w9umRfjxhFl?``J7ZOy6ruB6dvYDNN;-VXS`y2#Y&g^^vCetBBv1*@BwlcT63A zl2fdN1ZYZ532M)=IU%Th-j+ldHH!(o$_Zf9VL?K15!3YMNSLw12A{B8bSgdPUu7o4$$o9J?>B zXnbCK=)_0;1B9TLErclqNk9wIZi|@MQ<6jnvs2??KYtN6yhlv>^hfBzzhH}KsLtvHI2KpO3F%IM#%`G? z_s6y*l;`{a@oAKTvd*_2xpc7;v5!-Ijp`rsWP74KV$F@Wa=x71B+>gJl0*lM`n08s zm%>4nQWFa}tX?-#!PdDUB;yN|27@8yVe~##!%vP1DbGYCfQX01~ zj3-4!B;JqG^nx@l1cOQ%;yfp?IU^v>w^ zH|!m_s?h^kI>lMKc$v80FJFYJ{gCv?d7`315-usilRP1GTfdHIp3fH86wPB2aC;wc zE6=Rdxb-u?5yuA4WphH%TW3q66X-2>HhIY+WFC9OjbQy=wg9zLd;KdgDS9nlNA&V+ zfz8p&3T|D=t&7~cid*7)SvDsGy^Jl1*wLH4bnyyjE$qw`btk0viTXNlDnN_Js*PVm zv~Fh$Xo?nW+4Z@T-WG62P`Z`P0YT{|TM}WEEMj{#J;1@%f`sBCt{`Xbvc=ANI9%wK zD{#V4bk!nq$NLX-dujS6n#||e+BP+rIZ&zJXHwcsj|W|~%vRF{>3?H$LCoeUNuq<% z(J{*)I)Y%+!2+%hBr$q3eU&1f$+1&D;-)C@G;(1lEXfbbppR9usa>uMyovY;~AA=b}XY z(Q988xkR93sRc%~>s-iYj6i*oEr~GH7Q>|)aj^rpAfdR3Ys8(ue6b@A+zw-C=I76L z*X7T28#8zxt?Kn`&6`@)afzg07^5|0*wq*&{r+p%ybwdWNRsH_7(9D9jKQ*$oJ0m! z?Mu)X=y)`K4Pm%~ExIWTGZM0hoP+^a>LqtX`IoUdAj;okOG5ci8S!iPpu1=}47%&E zW5$3rlY_-s4-P-UHW}F3o=gqP&byo$3?aw+DWZ8VTM?#cE=>4cGQ{367}unL?J_8Z z?6##81mSzwToHutwj~ie!qDL@hgi7i7nu{IvftUj@ivV4wUsS{_Yuoy*&>@_c`U@l zKED#o8o!O^D4%7sLI8ZmmP8mpi&0VywAf2qkWgH-7-(%%koBw1n!VINK*RV0Ta~7U z(R?}jx9oO_75v(kMEv^S?)m+4C|x+V?g8q5&eL(tcE%-&iVM<>&SbYs^gqp(L|Fe8 zE~LB=mnbbrC@!9`U5FE0!20tgon3#PyjfO|^>QU|u!mgqGVs;fV)J%3K+(P}+Xt9Ya{ z*c_V+0>Lg@63UtS5yke!zWxmiV{lWkJ|PLdL>TVCro;Cv9JzDn&|tC6}05-}Pe7C;!c%`1xK zc~NRYvzn^*1hM%lTMScd#wTDkvc?C2;7ja=Ngwb9TM}UiIHu`yp@wxF3@k_}E;iZ< z;t%U%nhopiudp$8)wYe!$b;{E;qkX>_BHUs+JJueGwlf$g=DP;^p~;QB9` zf0HEIUMXYD3s1lMz^Cri^jrE4pEq}BN6J1viOJveZ>F|95yFsGx`L-ltSNQb( z4_-NP(;fTYd5yEf>k%mqIK8i{Kl&8}<9xPYreKUq?D2Zwz?S64SE#D7doH_Og2_5t z62_QV@A4Zndh`AJZ@pHBA@~v%pJ#J#s(9fA%cvJ**$onnXC#RZ&LgI6gF`4uQ4354 zbeX|qUnoR~d;>LnD_dYw4Np(Nb>qkvrdcIl#Kv!8Ge9(cgDnYV2||79A-*3H{pD*r#O9f=A#aUG;=LcZ}L<-79izARw{Uw9@Ar`C_ z$3JwK|F;J7?0;)dj4p(41@jDcTLk8*l0*jw%W=W2e`Ju*IkZF)~0 zq@h^QSB!|h6u5Vjg$!)8D<`R^UC!o+AUbSIB6dV)uc?$^7;%y?nDiB4OZs~M7=eyq zKFx(&BwX} zY?cV1Beo>MfLcz;P`4OkT98m&OtKZkpGy3$vr~x`{t@xjl}t7*@hoJgS_)L3d6ha5BW)$<;Z4sM0R+8x8jN1z=L5_fiO21vhYWCUD~`QZ3?K&u*Jw@fKSWv12i}+koEk+!<%Y>Z{mI5WHUsd{F*I^Fq9S{s9N5@ zxW@po_~aQqXVc9R%Zd z*iD?uR!(#`L4c^9l1K$I$W>?Dw<>44C0_U=iLb;VKuql-D6Dgl#H!1GK1s4a7#m&?;jtPRB z*xV2VH`O}EeYi|qlihP z*v5ME%u#CtQ`U^PTK7FFf7<8TGX)?vTpbGqKzw(i)6mK6W{LJEND>`1=Xo2TD$-!S zC@xNrg(6{{Kpy=llRDGQUq#KYV5`8??2k$GL0u%lDHQ*foQgC3;;@Y5)YqiS$Sq}a zLcmyTOG3HAsfcGISFk;NJ#VduV$?RUt_aC%;d|q zBw`1se&VdTZT$m;;`eMJOrdB#qy7!MU84X0wj~kPzlDz}H^sS@1qsE)bGEY!e@1=M z%VEdL?nbq-8--ccGmiD=B~$sH4AdE4H?hTzc6y@X>MR*LN$zBZbHFzh+5vB5^FUO;-j;-Ny)}qlBOl?9kbcpOS=&80 zXIt{{NK1f`vp`3w;adn(0htSz)fl^TC#bdP4TTG9jKQz9HiFU`m)hzoy0nJRnk=m` zZ=o|(5?2kXGdzt1ZvLu))V+JsQBuR#ky76npVWuy2a&4q?|S|@1A?h@oehPhlvTNa zw(N$*U*Lf|R1&u+)iukDspGBD`@TI`riZvH#?hQ+z+o=8JT(pR^?r zJH8HXGOhJABI>}eeBgCdTfdH2{**1SDVFo$;G5WBT60@*bqjvg5Wyd@xgiLC-uUyHS)0qeqD_`4#BMd0Ig8yE=_^i`Bsw^knFtD8 z>%pA>8L?gw^7rsVbne%(#f;;gc;!9$;x1jG;fJW%E7)S1YIag0C%JKRJ~zauFJre&RJ_NQgfi+f zqSWpnYF77JXC3U*hy7=sbCLu9>P{A6i<%Bf!?zHfd)eZdqBAp5PP^h9f#A=Dzn76a z0@6Kf76?dp+meVKq^TDc;QCW>1V*eM%40%0K2a|qG|#eyGKB`JQ2AV`!%MV(`YgMB zg3B|uBx1*9Qde>awl4O2sa=IUob}N`Ax{yJgKTk35t*DQ0Y7dXKg3N&*^Lu8p0_0t zI~=pNRm##!GG#~H9}k73JaCxMPSS>NAv_bFiz|wqoq$aMf*FTm%Iz%-W4 z1cB)YTM}WIEGBenPKdFE1qsDPO!4&*n{fNJ?z6RT(HPEVE78m_nZ|iP%A?-`dz>&*N=uAxzcZe9z;}>~@L%Z?q*5*1v@xDObdG zA`23Vi)FU?D!~O@{q^e3E(E%MMTRx~$z0CMmYhw=QrX$;!9K@fXT3adBWj6l8}1ex zOSCRv;Jn&$;FsCxMH`+FzSVNzbL_T=v3*{W=-^a-MsP2fre;l>)duhQ(J)(RLj_l7 z*6ssK`6l3I!31b0JIZE(=>2(H63V@Pj?hKV@9#MLkV6j<|Gi0YD*$^P>vSW5xt_ENqU!Nux6M{x`ehnG#_oV5vbZcTo!7gx`Ui-|Fk1*y zJm7L9;6hvh2wV_<8Dh6f^k1?i5!Sy&5UAov3@|K6C@wx@J68H}*!C`Wp7B zCYn->9+lq!S4m#p=n&6UjULDy_=~zA4+O>DH^Y*eIR1>~tF|R!StJW}tX4zH8!Cmt zs%HkaH)vKp;MIcDeQcA6wq_xFtKjr8c3Z@PKP5?YFgVq2$-`NT<1#e*@ zDI~y=6{@D9gNlB>e$bT?_^_xb>91_A2(o{&B@sKa$8;4uFYR1daC(NFZJB}x1<%9^ z)y5oTx%Doq+TvZr@c1vaXP!ZNv+A*llHk>?6x^O+w@~91DsM<$32?`;Ss}p9vn3G* z&SI=p!!>rf79~N%UB@C87Lc zH$u_w0rR9aqK+i&`-1BZa`G}pxC6Z?3y4EuoCeGPrawZ+?qLgW3fak61rzp&)$YcD z!#0w8Q7i|z$8nTSknU#lL@<53Es5AMJq?dd;T`r{y3b$f48po}KJ6@Z7Sv9|!E|2K zdKITCLg!TZKS!KD%T|af&Wrs+Rj?xmAkCF`xhRmkRGpQplZV3n44X9q_mj3HVuyQ4 zBe<723jqD_k+~4s>|Z0;qil7Ug6%c}dznOj$P=X+n;fQlp3ND-`scPJ!dP2GLMoWT z!PkO>;$pk4Abv1)yj3t|J9#@}gNOTRx?tB`8G?P+fhtoT6fYMe)N8~Q3SFsUrcf?n z;qBZITy+uJZZmLIE!H~j%k2s9g%VoDTJzX#5u=-9OG3dt)0Tt}_j6WoTPLN~pPSz! z@~C1L84OW!r4%N2c>9iwJ@N(Ei3w+-icYEQ6=3}o-WD;5DAFp*7&!7;k@{52z%4cW z&tq#Nx{DH8X@&m=c3TAhwUR^!W9@nV3Z1;%(@Fca?TfGi1M_Na0#j}NDvk&lwh9c@ zT|FjPx5H~lkyBBr9y#?jsq!GbY)%LmDO(cC8FwO{?GD&aQTGstf(ApGQbima6sZv3 zg-W?(q12xbCq+0vL_}|5E5Q`eQ|oRb5Je8^q=3*)bOf%Fg5Y}tn=gXzb+#m8#Mdtj zbnM!VU28V2+PHb$_LWX|f2QP=y;OfLv%BIs@DJTFTfK}xK7ywB{8;G7#+1r%g12w) z?Rytqwf72GQ8*yJJ>ry8a{2Npr|ca#2>*lyX1Qwca`;YbFQ^r?PZCTHuvb4GhaV24 zCmeFfmH|(G{uY`W@cEN%9x3VsiS4vn!&UWly-1wk$ka9$CeoQwDx1s@`QqZD*9S}1Uh$GbzEr+M z)ZZMeK&@8q5^<^SCH?vQt_9*_VYn#M66WtUa|rD4SGLNEu37az`HgpCRh=zS5p) z2MIf?3lshMJ+6|#6%y2T^~36dyYw^{B_PPoVRJ>s%$c?%Vn>#-v-j0(Axy`O<~w`O zX17c9ztWaOSpS?J$>&04C2*QzK|*n{%C?K}r>Sc@J58MCIoFY^BiKgMGUJXNpx`LdE!QKRh_6JBl=;n$gQatasaS{ zR(>#+C)om)?YdENn%E{U!v#7Ox|MKW7WfK`>xJ+<{l?L}25E&oM#pCv0vAf=Cg7U7#B`#qG*LM{lF=j$C+>Ptt~^hXHm0=E84 zT@{w;k$bs(E4dfT^Yu=P+!IVsWb;HYJ>Hf?><)V@?E6narX&Z#M}$E-maSe!3^%cb zHO25avHxFjTi4&Bqtaa1Mm8@5yY;ptV#n^7jX_1c*3h+h7m+KlMKwk4SXI3bcr^fS zkj)AKZormA?7+?04$BKetwC$@9s;(PEutx4M?(>J`5eCa5DWLKS zI0>~Np|~j64&Q!Wq1xHJ!gM%n=a!OUDlF5r8JG|2vDv^!Ybk}Vu|bM9Hz8xIl){(U zZ4sM#PLk+gN?}}ZFgQ~_M;|%0C+NE`vIR6$W)+TQ^~1?hSSQLvocuk=ZkH%_)Ru&D zljjke_T>Qlh0CcSdxpz@bR?o)KtLvcO-v~U$#*UC^y71yTEI>#k+;jZ)>dCfI6JEgOxsB@v@t2W5Y~qC7C3OX0Pl z$zrCI&uOMromqcyItAA+`7a@o8`;8{A~{PtJzdu@!Dv032h#Vfu_Y14h-1?}7b;M| zp~ZrP;^OnRov0ru+}hbd;q*0?QaLa7!ND0#tUtY>n6DJz#*)-7FPAPk7s^g&O`!ni z+{DT-DV0C)crB86GaJQdV-!kg6-m5_-4-#r%O!~pMiOII!{C$B1F>rGCHnKdY_SYg zSUm!+fRU{e|GkIZCQ;?xwj`A2ydBYKd+gwJiT#~RS30$oAt&i{ReCUS38^l(3ss>u%!%(-80&teA|E#amp>7>iu9>KK4G9|}(K-V9`sejI9 zvqNBIBHZ*KtCe zbuYVRqTJhTNhmkD8S!afERIpq#M+5)*hb;$d)%twhls>JwlJnhOj0MjksE@=W9+sG z7N4>u5jz%>H|FFX7nlrfj@X4mA0r+=V+&-8#}rshlpMi?qR}p!AG2F0i2T5oMEr;Z zoqYpD$YVt0<=<#e7)iSR>XbwQho2^h9Kvp$Ao73zw1`aE2&YdVEQB+pzVh|(Fyc94 zaxz;hrd~2NkqLN$gX%IkprQN;?B)q5^KD7Q?j}cfd18Y!o=b#nN}vSXNf;hbn!SiH zozE816sEaQ@ukM4*p4K*Y*aGjTs9vBuXVO0V#jN~+!oq)i zAiVN0d*@C#I+W^PoXah)lr!1VVmau9mm#J{y`(i6tVuj?tF7oY37>7bnc-NhvVuv; zzyNDy!a_;%Rxj6Ug_9gIHO;dVGHWWZfzuqIVKclTt<{jQ&24MvQhSI!U40(Anxog zCUd1;s3IdT)D-S3Y7F>gvx?3|8CmZxI(_%uTKewfZ?cMX21!QvUA#En1^{XfmVWPP^h11@D6ql>)BFAcMn9v)fwVsN!dLOI)i%Fe5I-Q za1EOSqW4$Z>fN?%);vfOm7yGkuxqgcZcC=GzYIl?yyJfYD$g&E|xFk+dbDdcQX!p6yPv9#cjcgH2@qnwq zfCm?@`b<*gU(arqDE}?CBw|X2+Kok;Y?wfl?ciq z$-<`I9@xeqxg)*R$Jjg&j6Q5jB6f@tU6n#14+F~jpfIf%v>^=+_Z7f^9#N&t=og6I zx7lKwqIW`~gnX;5v!Yy(T)k*gv+SE}h6t2jvn3HblxIXj8Teo@ZXvV~JESx69C;{m zuqA?k|BiIH8UAnl|g+Nx!-z&669ForTW?-HGn=oP80K37Gj+#ZRheFvEI8qHs z08uzOAG+tat(4JdPySX+Gmh%{7!NP4^+=Fj^C!o0%cWEUY!d`ExOtI#+Z{}%++I|J z*rnvFff(`$Y`%#h&zB?`&R!ZChHVf%RSqeRsQ2ZG6UuNdSC7l0UO<%2WlL+?wMHSYVsH4!}9fV{4zqcpGCe~e@lqd%N2bX}kD=0F@vfC!e%(W#EJ2G=d z9(?P8_rE2$@!T1CTh-ZG@N#P|($Q)19wM}kEuyKzOiI9+8M#=P2gXuE6rt7Zwh2P# z*pi4Hq45XqyY}GwZX3PnjsrJ;S_egcgg9i_f|%kUI<93@`MvB0iSkpnB;r^8$lXux zf9rK4AGihv;gIsRN2vUp*n)7Bznm)n26lr)`PbQ!h+p{!uYBw1jUOJp|K5>%ZVV}3 zdxXk=ge?e1`4I!dgX{*0@;_=zB6j5;y*b~L$$DG7@wXNbn^p|IcjZ zO_eXkgVSl3^uO!|iNb$pOColKj~~7Az5`c3^}>^H2Y1lbu0KNMAM@?F!d9XDGpO>9 zW;aNbKg*Ux?8+ZAa_i0e_dTGiJ@^t8zKYE}$J)=N3V#*5L89a4+6s{ZAqw3?h!&%`L*Z z_nhJPp2?i!<%TkFADlRHuXmme-a!MI_?`AdpJaTh&J6m_WX`SUjo8UJHVec~j+7)U zhArE!b1ZB!fQ{(+;$Uc`s(*kQUcwg7)CI?hO$7lLM6HY1?Gm*vv?ZYo|0G1F-Cf~? zEueaFDm9{tOz0V+(8U(T6orY2oW=_QVjH_@0>oxp5@8@LIx*D`qL*2aP+YX=2W{PP z%(grf8 zBD-yZ#j~~~V#i{_cCV044m&-SUO1%|ati$!BJpdsD5gkEgj4l`7dVq6c_Bc&$Znbd zanP1T{6K8V!#zpCvCt3@`ZEM#+IQm$geSt`oKmTFh=6*;WOma8hzYhN;s*jEWqHEG z$>#Hg5D@w^1maA#DCQmk@v`K_mAnv-Six?Z0I}4TMC?EuvE3^{HHpxCrS>f<|8;Ek zO_hHnbVt}eQTxU0Mv2-lv?UR{+UJP7p|VhdUz|aJJ?S~vZSRPBp&=leyob=di7lcj zG)K!Dp^!(pLtXIbB98>D%h_xYu!e0(gu$|yim2HPrn)UiC@yx}rlozr${t==WQ;B$Ug19U*Fz53){#P5^6mlG#4E&AHq^7z#7=XNbgK z*|L};k=_j_eQLZAB>u#1njrB9RO4>gk-qS%y;tmAFmPb(A%{RInS=1h8}_z+XY^4Q zxWVN5Eqhgi)w=Idt@Hk)Jz+HIF{)z|yK6iUmCj)|OH?}3mV`3yX|^QPsD!}2q){m@ z7dtYD)^+bvU!w(VVk^Pav5vw+bZ`!r&Y?E4TO|gtUXtkG=y6PF&0EHYqS6uE?i(&) z(BfTG{UBQjrm874d9wkW2+ zOsx4tgE{TZ?4}72H`;OG!sRHemR!I#+I|A8%*p$ePaUiDjcn?#krwk4r_ z=tV@M-5vXJ(!AXZ3$W)%7&e?0$NgvyR6!mJC-hssjVR6eUVB1fV(3)|?id4ibSpl; zYHO4W^^gU>zV6jNwV7;Y2z=9QNyH8x_D-&UwVnWQ4b+N*wPDZc%4Z3FtzSm~&t?m3 z>SptO01J2-AaLxafMZxs_S_P3Ob}ej=7u16rY(us5gaS)Izj=4VyI|G{R2cL$ri#C zm2ruzmn`O>iUM#!^#4Y7yF~x5vn3JMzeOCPLKz&fN(eiKI4`W>{487QXq<)gt#JMdi}SnD&>4% z5$dH1`0F2REtE6jV&u@Knf8!G^EmSR?Fqz*|5n%O<{=7}i+h~idZS7Dl1t;Le~_<9 zPORl{Hpj$TUS>-oY%Lanf{Hb;FR~z^xOmdm?ENuku-TZ?xR#9dp!3=VtG#k^p}GfI z%ty|JI>~PR4fBvm#2wt?W)C?mb)}M77^2qZ%Ob^+uB6J&sxn+7Do^Mv=vupNRj9tt znY96G6&vg5{!gf?)d2M>c3Z?WUm;0!aDY0Zt1>v43@_ByzQtZ*CtEN>C037w`l8rA zar8H^8ztI&tt|=VVmlC!b`J|jZiT7$P{!M%5B2J6RQxq;0ZbKtR3aa6Ks0|9yH%q3 zf3+nMyXI%Chx=>OP!k)j5E2K2%Vh3n0Two3-7cylL3l&5%4{FxJj6-}FSJ`5kf;A8BWI;YfNaOPf zXEKpb0@;_?j1b7aU`rx)$fli}ET;D)p?q-KgIZH*C^r?#RYksm5d9BZEK`W4C;EN9 z+&aDpG{0gqK%n`hEeT_2tYfYjYm$``+_BZ=WqVcBqz^j{-a&k(|DZin1QJ2PambY9 z4KnlDUN;#;baaL|h0Ov%Xrd(1FtBRl?w|$aUaZMGcW&`u?`XQ)%a!uQ@O@b0>mO>s z1ovQ_Wh;O5Jy@rsF62E}b8yxPjCl@3)WDwOm-yE>sWy2J%>;>ZrZc8)d{QDOwTJBC zTv71r`d70%CQ&Ol2B7cG+vHweO)LnFpjk#p}4@gi3JJ8#aXhS zY^$?LE1rzY?P4Z~Ge+Hb>0`9nH=!eh@3ET_++&x@4;G-9SJ+`E$g+xy{ij+}fyZ8F z3wpH2BBLDDn>yFA2~5kB(uE{mBZoC31L25MU2ZFxa;jll5-}PQUJrj_*p6UO%3acv zNtU2j?2(rTc%_{h;#I@npv67H7Tpxc6A6%lcUSQ4D&FbX`XHMlGPZuymPG7$j#Vd3 zbkOP_ATr-&3t@`PxVp0>RR90ZZkOo)8@43E`sZ{oJ{Nu_apGaHhl#!Q+B&G+@xs2F z58nOg$dgx&+;`*tcV2Vgx{vI?=FtNWJ#gUuE3xS4ub+J9$P>4WTz}Wd^$+7;_CIyo z{(bL)T8yKgxPSDTTSjiUd-PpTj9mXHRt?|(%)SE;-KH7Iz`9x%@nt`3PYf*7)GCYk z4_h=<2m3ckq9GoQGrP9S$Wz6AZz7p13KKcKFlL4_Dp4<>-_4Ipwbg0z1~|FqAj%~n zS7bapmfb$_zqz&~l>g0^BpL=r){Ziz8}9Mw@^&wS|D*2khvg#lT;dj5vD2QQetX#hn(BAF)Gwr9 zBp<}yQ|yL`W_Q|>Q1<=?1gBA2-P+!zrq_CnFbJL?1~;(f;9-#V`5+iv$8MNla1AQ3 zbJjhvOQy`7K!w^K-0(xx??>5Un(B8_q9nP2yj}w{zn|SUQSk?DNhmXaAEMOA%x#C; zDQfjI5{`)Hh{!kCBAFsGHBrmoH3sFY?B)q5U$P|;2E{VgMLnYTS&&d%U=L_PLM3Ey zgtH)_xQHw6P$%HDenNeXdK~wonBwYcvx9L*vRfr)c(^3d!3cX6TpbFvNJWfYJ830~ z9BDI_YQwis-HX_Qo4Wt(1YG`!{Ha?P#bkg^co(vnAlg64mV`3=1OnLZo*6Gv6ex)c z^dc_Ji+TaU*~S*i6deDiMKKc+p?8B@**3G=C%BwvOCok$CU48;aldO&az*Qx=wrmB z%ofNLlPQUU&k<~$Y)}MdH@kI$NY0i-7!iw6Mh#ThTUwA%T(lUdY$K_$>+n8QIF+aO zr1cNb7CyjMrKv59OZfMn3NCyI)$ycz+3gZ5xW|@+vHqknb`drpaI9(HUDh* z7DDqywtS}0%vNWKfxqCMTIfkBPS3KLAUJ(il4uxJG)xcKTK|mtTgq#53SIRL-a*A5 zWXo)-_?e0NJH~5s3##@}HVZ`U&)bqv?(uV55~`C#@c$V*$)n)paxs-Dg_F8<-=jIq z`Egv~{8-p+74SfM$eHYBi3v=zC810JM<@&YlnG$o-hzbU;?K6L2Z9T@$@TGOTf!T5 zK-S%Vq6>D;Wng0@-_-E2_})moiWTaXdckm%WAj@>#@^e$Tx%8U9Dt9H*0Pg?60 zGH|a5Ob^A5QDOIGb=U#wAj-PYp`|m^A0c{ou!T28?_{{Vz~|oexffIY;HXAWh$`aN zi?^|PBADJ{OCokm^$C5%UF=aWAXbmFg)+s;Y{vg6yM2PoCu~W?j?3Ko*jDs_UEN!p zV5+TkgiYT>q<+E{(-f(BTAVBT#S-k=3HbE&ttNv%WHUk_`<^X{Fk}{SiVAgbG_)Y0 zxY%ebh#%?0tj+;9S$RSv%A69*o;cI5hxYBR2ZWG%v(`IGj< z(?Zf#5zaJrTg0*^+mcY2POv56WBMU0Os&J$`P+u&HF)A!qS#+jbasei^tjJ^bskP1 z=+NeC(5_+&8r`D^fm=cQDt220+E+*t9SmN_Zxjb<#8FR@n$sU)2fdRmqMZ$B#938AIB_R44txAl7w?D{`^-S zb%}`3TfB>U{}NjXrh1?2ubsky7JphS&$u*Lruzb$4+6&LY)L5d|2M?5-Tloe%N9e$ zA%0KIwzdS6}m>VN}^G6liRS$3hxTrxX+nditJ z%7HtI#ifr)a_0A?lSAlFXDiIqQ(q-L6^{}2h-h6ns}MJsfXj~97Z>+Uxb@-^^H|1a zm6*p8TN1IG$7!c87L{9yP&lFE%eg#`Crl2oP1pZtn6oM{=as#2|lvi5mCppCGMUeJ@3!GMMUh8bwc3}v5TOx@5y=>)}qQ5+mtceDW z?ThBSxY!_97{>FjdAP1*FzxmgDiI4B_ptdR_}^_yB8)?{O@RPdnarI=*lq+1s4XbhX_j}XJ%Y~f8YJOLI@BjFX{Z^%6Dxm<_7@WeDN1ozPqU}o>c$C<7+=V zKKvsD^$xZIOhG+f#?TNeCq>+hytnkxx3SqFkltcTB6dhmh0F+SU`*{2prV7q&M3U% zSr)Ku*uS!ViNHS2R)Z<93&m!4DTJTv3WV@;B5KT}eek1ft_Z%Luq6>YzKcXEqy+n) zMFnfIWiOM1q=y9BuTb0&VBSv=;h(S-VT$l6iDV!K9@B$rqbP;}#6M)SMIip3Er~G1 z7Lye<-@!oGf`sDYP+LL#`OYC$^>S?Y9?j`art+|zBDc&Lz4N-!cYW-@Qy;_qM_RNu zaAR$1GxO)|nc4_BTTN}IvD+ecHQAPgLUe*H2_MnVc6J84EJ(q@EY<1WxT-s!&-Uam z^*5J|yygCp>#y7Y*6T*@etP6;D1&tE{zvxdSihr&^(waH(cO*EKr5_Y#cqpW{R&B< zgVR`jzmYb5)gNK+y^}4Xp*mY{MPj#1l>1s+63UTwAU=&|tkyeYj)uKRa=uzA$cd1b z8_GbJCTe(VmR)W3B0_WxTS`-i=89cQf=jr7PR@Dix%9QIcJp4v=7RwCuc+2Y^J9Or3u2zKTY36AU?=efGH63#M&P635&UsPgn6tka!=P5rV{f zY)L5Bc^87&$aQRo{~2rGJ|4J#rQq~;;gnkjiU2Q zHU|Wq{k9~+=vc({YHEPpsRaqeMT_yz)`=%?_probw0+RWXdB1;XL|y965NUHQpiyg zyEvNNI^a1pM!N+V)5`&Dcn2uQDxBsvn4FThI8N38XFAq(T^qgd@*)NT*56|V0+b?44) zLK(0>I1R@!X+{2t`eUt)pu+cnt=6I|eEY1*YUX1wwWKv$4Zf_GjMGn<+RZ#T<|#Cb z_5xL%P(_WZ23=yS234*0^|mCGhrb4aZg=1`-M0|*Y$u!S@vEnAQK8R5`@ zSP_xe49az!r05C2wDNt!a0cE>WqLEIsLtAk09xFy*wC0--13CKp%Km@1X5wvAJ*}R zRE_%kU$Xfl*0K_=tGn;MhYBdBa|ek|)T`tW9sKxxg0e=r|TR z)B$WFOA~@}i>SwO?2J^WRjDa$X-Bs|sbfplA>l?jU?j?scOaP=0fDU{%Zf!LpzFQ)ptQpHT6EKi`V zzgX_Kfpr$$hs=M5I6lo*fGLg(;nJT#0=YR#NKldz$U|klmx>J-DIoztb|0H7g6w0q zBw|N)j>K~9a4tER53t-&Ocwe>4%p;9#O@bt5lyi>Iw6P6wB#{Bs}Ff3VEv5E1_A5G zwj^Q)tNxlSZQ;BA0m3on`SygqWZ~@L%53wZ?);}lg@wrg(E`}l&Bor5` zYz@hecYgsvS4ZMqj82ci=oIczhJ{*ZOQx^CoE>($EATax#?yNCfzQ=q-*eb#Mf<%F zwpE1rN_Jbsxc)_wXsFfpmwnXYNX==rC+M|rWD97h%vKTR>(~tw&0cIvLOINZ2u`~r z%<*zSb5_Fw*{;yArawXu-pm%n6od&0Ic&K-$ce8)73aT+-7-Ppa$6FyqcGXOG~QXC z&F^uxh9i9X7}59;TOd<3rihCm#WnVBFL31Mfg^&*``N7%MBZylB6dWM21LZX3o2@r zmdFqgrovtQ$wGMRP_q{ir7yFEG(~ByKq=tTl|dj(luO7Z!Rt9T9|W(@+meVKud!IX+b349SK zr+etAv7Fs1(fnz)Bx2Wm{ajOvXX_uJ_Fu~u!c_asC!sso?GpWW+mZ7k!G-_bo#J|x^+fiF1vMt$ZT5@u_MxKqOW1o>_tRrHCsqi$KhoJ&SCRG@Oq^! ziP-U~pZII|)IUHxdf7sl;?X=KkYcw>^uN=VMC|$xPx>_s!VeLL8`#2_;?O!Ha2>mC zg2gqqBx1)xP5m_#)Yqv02iXFc>c3e=;G^tTiRSOOB@w&k=Rq0ioGirwXXP-uf@7#q z5eHT~2K6|r`KyS~zq183Md%n&Qd)3|XMtt@21;%~*&NBKuX42>^9?p91huc)l87C( z`gD!vG4&4+k^f~2VTwreJkIaf?GpX}k1dI?{wqR86yxsVoM@+h-cUN-R6AS z%Wg{+VR-TMjega}uOWCpVhd;r-kf?blvVLy2Rd>{korEG3xd>lZArwA)QSr#UUArg zyB#tx{5!ea;(ABK3m`JNLIwBY=X-mh#|mvuup@y8|AVa=u%_zGQALr@1Dc zhLn=YUEhIZ1pU9UIV9-+*_K4?=r7ss!Qt`}l+_Y5>_Mnv+JluN5cu=GVK04Nvaioe zW6?`JE@A%~F;DD|DHyMw24zZ=JZ_yl2=^`_&w!K%YZB8n5r@qjf%_O+60yU*X~i2&wS?5eY%rs3QRt#oLh1o_Tg3K0B1v>GA$8)ap?n6a zP3HSDDY%#luGI8OvfNAB^9l}>5iE*KyYBUdzroJn8*HT*0#H3EkrceUKJTvNT^4&0 zyt_5tNgwf5HcJGjFWHh%-uVTDy4{ohS8d7*AP3>VGfX#e=-N1`e42cmtWMssw4eUiJ=Mnj;$@pR z)QQsSuhNL(f7rYd+xV3&iP&x9)$4kpwoV3SA+l4Ibqa6-B7DawWN-mcRC^k%WXle3&n94%EyI}ts@qYzd z9j5)msiN+l5C-NQqEvtoMx=t}j3k$rLq=c(v@bY|%@;xXbXyWJBJJ13nG3g7;Wlkh z$R)YT;3egLQGB%IoUND0sWyERA-qJ&8LpjEJ#FVsAlw68h`7PFe;BHx)Pjs9j(UXs zOljxNy;`N6Me2>#Kh{h!C@9%ytN-XiJieH+pyX7ig*QaKP_HdcY;S7t7hshIVdE|+ z4@N!-srWmfATQqaQSieh^}xr#ZRr-Tx7Det5cC>b5;3|39-p5LH-lx9l^j%cEoxnz zW?t3CuOY&BvIR6ncxEDCuSM^5JDUa4d);bFB6gVScek|I_VNT<2vaDUZ+rPPyIrFH zPuh}*UH_9-rFP}=d$L}-&!d+`kf-PrKV^$!ip1muT(PC`5y^st;=*liy4JD5V!0u_OC|~B-i5&A)?F$#e!#{;*(3T3dZ+09Aos^;h2Ljm zVrqqpFnNMmLb(9}trAMRqb#!5EDX!68MU|XvKb@x_U{N2f8VY(fUn%-!A9g{pV*SJ zDh+$MQm}z{Q;-0G(o(&dzKSU7o6oI;7(^~At;&j37tn$Z=Sw4n;QpDdLsM{HnaI{8 zb(6lNaK{IxdLWllCuwbws3s^G7yp;dC;|I-&B1Os&RAnTuY1jA*n^W#EppEDg1>F+ z#=q%UHh&edI{KF}O`NK86Xn#P;{Ro-XTd?bkx?0pRu(7@ew#7 z6l^SK1~ZpM9Nla14yyS{w$!F-o|(w|yg?bqI^IZ!{y3WjqWDLfE52c{67vB06Sicg z$`v-ejN0%I*$om^e$SSK>g&E^OG5Q^2pmg5Xb8Qv%T2{f&yD>p>IHPR3I7#W zOghc4`rO>p#?Jr6BJ&U; z8zcDiVOLANuVXVpEazfL;-Ah5-^7;8RK;SrTR~NMIlDok%3)g)$_a;TNhl{oK-=Ji z79OJxxt27r_t?kA*wnO_Cm>1=WP^1s zkS#crD%Knfv%8P6`6Hh2DO(b;qu)5&p>3{e{2F5TGq!-H7>e%cblN@rnB5=&P3QzBeT=TSoGp;4D^7v4-;yIZQR8#ut5Zc_r?Fcnh`6>SVn>ARZq)in@)Ysd z!4}694}-mr-R#B*92eM<2*Y8~$Ej`-H@{hsP+Uy3UAPlmRC)%wI=lDr1i3(Q5$wH# zrSy@99zXENy`%5Ha`aO-jy(O~frqaiz2hDG@4r!-stp`918V*Mb}W3{$_6dk=!DFz zwl?0xZj0F14U$B|Nmt`r-K;ZB)8VWW)Z&1(Z?R`1Zm#vV=bKL2QG}a!K;=mX?;vt~>2Rlrm&>iMq?0)v z1=AlPF5hHp#T1v56MK+*s7>MDpyYFpdqaTxUdcT{>T7JC2vT3RC82u1=WI!+J{axg zCH27{l3X;jENge3R&(cJQC>xso6_wl@(nbaLw?ns=#_Mq)#=Ka1z%X8mlt~m31eu^GugN60Lra-R|Gk>c z9D)5DTN1IuzJ6=Z030}Q(w;bXAVSR~Y+Vf zqH$!{$}=^N4T-#z-mOV5w;2c0!&zD-ymISNGL8^jQO@5*4&`dn%LYqT<({>mS1B`ANrfVi8l5Qwz5raY+kJnn&Puo3yp>X zcd{8FhI6|ui5MaCD-Rsm?Um#VKnF;Djc7b2B_K5gChXh^?zbmdOfOg%E*NlB?TJP@ zs0Q$?txlq=0r(91)d27~le0igD7(m#Nh`2{^DPYhCzy z3C>)JO$>rZYI#rCsz?Q)pSC3tqvhe@{&72s$pX}T>2t#MskJ8v%kSA@n8Gq1CXvX8 z3w)4B<2USviSz%rEr~D$9IN!XP@@Lsb1XRN9GbWOGQMU2jW5x$hdZjz+toZEau?lrHM>%Ffzu za5VI*5^h%zb5ig%sN5nB4kqFJR%pG9_ftf>z*dAQ+NUH$p`NtpFYo|T33n#=Vu({o zH8FgA)FRs;n=JzIfGvsGAwCxB@Cb-21*f-CJ4Xom7y{48R&;M}^)kY^mo2O*jPoRn zm4b_`N>5d+65wuQGeUs7*_K4?z|CDDE671&t#%H+Hu&kNHGLBydyFlnDP(XjfmmSi zWID)qH*`VTmwt-P1;Oj%wj^T5>zvbTj&{Ksc?fc|A0tE6%(7F0;|`_X3>1YGD`YLZ z*OyEUasM$}U8cC79k}XlM0?N=#D%c#|Hs{%z)Mvf`QtcIKz79qL2PN%htMFn#v~>z zq9knLfttlYzxVFrb@N{LvlkF1PH;of7Pp7H;(|&{1ed5RBF1b^oH)r$CYfZ+GRf<= z7&GQ)#>B*l^RIL2-adVA-F|(m?Azn#pU)?NeebPPRo^;w>eM->PD$8us~Fe`|BTHk zv5lWdNrY}2GtZnJ`K%pmX#DM5a9bvwU)`p%{BW6vrE`VK-B}sW+Nt1s#DCCRAqByO z8E{(#Mo;C5U=&Ct|CK;G{pScoy!YRvaG4qMU!^2MNBq==v!<)dA0Y-+8D9*lbOp`z zx}-_Tm8+7V`Od5-$-(~|@tzzS-qYYTr6Uc-Rw#|m^n*0$1ysF6kcPVc6WENA?mbaT zB6P5io|8{NY1Bl@4Xr0)uJ{&0cL7_xpsxCuXp_yK8!R7~&SNt{V45Q(5jsqx=jSsp z_-33PfbJ-YJVjXA+2RC+WlXdc`EmCD(O#2aH%{Pam6GtnAxJ-&3>IcL1SAX>lcm1i z&R`ua%3w)n)+b`=A(bL^(pSrt&W+81eNioui=Y~Kdm1VPyDTtyVkvj^2pcqiqf;_h z%UwOhZj0F1HYo{%?!8hHHoEVM&=qfx`FMGLa{k2;JZQNHE{=;VRYyLct`u&Eo3}m{ zhth3M^heJ;Cr>M({zJA7{83lBsD}Cv*liKizpqKuF=IImYpOdlVx{f&X_0wQ?@x6m zy>_lcX#K#|wFR#8AW3RBAG%z7%Is}?FL^cuL1oAvK>NO+UY6#=eaO2Ty4 z9>l)Z`N$I?AIa=Lg@E56rept5oB0swVufh5Q=Ny>xl-`@u@>z3PL3Hnz72&*J&s}X zL(m*4B@sHBBO&!TH=Sy3*Lg>Ghx9x{bk1Un612w+eD39RcDn?HnNkv76a+Dn3A4~8 z3rH9)z9)4K_CS1YeFx%?1s#YRRn^CV#^Kqeak!I>rN0>}Ra6^?JJ@Xz(@Sa+bsUGM z!Z^GrolC6MPEFlN;f{dpOc#xH3al^DC)~tVP(UzX6oy-yY$4Qz4y~8PR>O9JHoY~i zir+4rr?*jKX>YxD~m;YKNpxWIh!4QyX32_A6KuTxzE)=lLD; z;C_rKKf_i=P?V=Ru~wTF1y+`9QFM^yBq}TJJbaSP7yQGbdOt#j- ztupGr+=KN1?;(6YWs4XTzN7Ur1IEbeu5w^d_fHxa|Cr4KLFz|R5+NdGZ}mF`Rs$Ph zaU1rNN7~Zs6j)CFy=*~2R~m3*$N3P!d{1kEY!^Iy)hhS8mUqwKDEDI*8_veTkNiJw z{B48ezi|**<-|Kd?e5HI7PTD%ZL1CLj<(BIJ9K4R_wpAt%Xg(VWmY-fk&+0}EO8&; zIk4vGj0S31bCH^owU>>{ z+^srgF!pDk!mjE;r5kIiQFjX`R4Pg*@_El0<*!9I#N4ZVo~Z?tCHG|XF%$hrKHyX?HEgiDCU=JZi%J*hm?fZQaG`{ z&4o#qV&+Uh!f>%#8k^hc(x>a2E}dC9U0R;Ci>!b;>5=pE2~Q>(|INsnf?MGWo;O`?uT(vLN+?`TT5t9yFe*GFJk2#)`zQ|g~EPij`KMQ;mDSr%Lr z46#|0RhrPZxWlp!L<#-NN7)Jt2v*_a(QKKVYWb_#iYYmD;HKn+e}J3Oa;kZBljV39 ztA$2yXR;Y3NS`JpVLJ7xXe>3)t2VAlbVkbcW!r@^iBvj;+KV@}qk*`sU^??-1pX4X zGJ*m>Bbo(iV&&4<=&M<>OB&et3x31~%1nko&*qI_eUX$z=vbe=4DL&BR@Lrx1r_Y@ z=}1R>jTK42Zt${BgGQiWcOxz%fw*76R!mUb&w#3RC|OL`V8Je)jw#9D`Y<1Z(2^1K z|AEaRLI3ZiBtl1jhAPcuA@u4x%5;;ycLd6QKy>M35?dnKd{aldCGQ2E{WW6#2wNRN zF+WuoYqAhZ2XL zRmLCb=6_`~LA3v8DGAfT{u=?Tb^OMt;CsR!Yco3{7GD^6C(}fByF~xvr6j!i7x+ly zX0Zn&4q})|M&_KiY`Jz2TMrs^&>;1{%exwq zeX3mPnv&=JJR3}Zr=WCE>NwZj0F7a!sO+o_7S?29|*kOz&=SyIc1o^s(#NA_i1v zVWhga*Kk4{>sofpM7dch3Dc!I5uZwqRUBd*13Sv>{F6E{p-kIvfvWOr2+w_N34_9O zlyllqZS8G>g|$k{Pj|CfAUNHDO0E>()js?8I%`8mrsWO|V5yJ19KyYTxPXKFU=H@&Q6O z_`hotDUuPoaJ&xNkz@2(9*%7QOh)b_Y+eY4gQO%v$MDRV(@!UZ45VLR!;)SNEIYzg zz7*o_iBckn^(k!S1ns7$`HxSy;um;V^T}-f2>z3$Btpl30^qO4x#mowGdBYc=)r=F zO1x_maHBl%tBB=dwxB_=ge|X{$Fg)f@<{sYXV^Rtye^QE2pz9u6<)JSn_lgGmMdEl z&7Qo-KrbRz8Mcr?u{yG}P1NQON+1J&1gSKe1ARU|2}i;yl!|-Z+|STLzRT8VPzxD&uiLlS?Gj^nNt38!-s6Z_Fci*hvzph~ z+nySs#-n=>^nV3a-OCm^sHzWx8%lvIds|XgaYdYIH@kJB@c)#OFn0e-#H`kH!lP!v zptmfa(y>X|7E9ONSe0HvbcVkZ)|6swG?RyI3b4Rm#u>q9D7$@v&mmG0UVH?u&3H%b zmI4xni?F<71deW*J*X;SVCthPuxw?52r^Pm+=_9Vdz))q1At-XP(cpSm9*3`^O91cjm6-ibx* zmI(@ekG|*ew&~j*^lv9cZ{FQS+4MxU%C2xJNM3uqfWVq|vjQJHUH5%$>~^F`&7_@r1G? z33vekoJMO-`;@mogUtkiYL=8l=ujP|lT3C!CZB=@KF<-FFS11n3eDl_x@fE2z7M2A zIf2iynYr28H#C1E|w=>%Uy#A>|;ag>Gvw@%~|s&bCcN_(Z35TDI#;ez6GbW}qE*;lB*rn#%M!)6nk z2ZGU6QW9Q_1VMs{Gq7U{NEj}vxJ&7_j7cg6aC)(d1$1@T%z8Zhe~!%$v8HFFBtpkAs&HJGXwoG|VhdH79ew*^q&1W7h%`b4 zjb_huBG4Cz3s&BlAPP>(lj{bu8Ra0_yW zx=p${t8WjO-4cgfX^TBJ$Fpm!mgQC|o6fj`?&QOzDf^e$Ap1LRrK4(7_Ajv8A~t!k zCQ-*J`}p!YC-xiN+3gbjPnD7g zUH_x!=QD8nC<6z|;w=zzyCXgF6nn@Dwm3nN7!z$pe&D1S@_nGougyjl=R20J|INm`vJreTJClj8cNusg>if;f?k^CuAF%}w3fg3Me6lthOXWK{ z*T=H3SyClf;+k*bkzZpoM8JGiN+NVH$1bz%+OHLSQ^EHQgz6o(SV5sW0`6F_`GWnd zc4Ca~PI{Zo0DxRD<$F8zaY{u!3vIJ0uqLc zYovx`2P;?9H&{8LVz9CVuFYJVu-3Uec=A9gL|Mj0%)i$wfvbfmOW17@16!y`2tpL` zwxq*XWL0**e8_X@vf%dudelqV@&?pxVJs}a0$27>S1BQuVz*E9y+*2U>AnV6;8!gq zyp=6rPz6^B32$OIOf*}Nk}ytcGlEm=kZ=SX0L$hwzD49+kI>4WV+#@#gpumjT*Ha2 zLbIL!8FtGAg(syXLPufz?B-@Gt9_5ExY82O#q~m$if-KwXuvlSqo1?I42sc&Xx!mb zpO032;zF0=lR)-UHX{VGA4^Gu4%rb;YCLfzL^LRhb;jK!$q4Gr1smK$6wU8K9X?e%D4?60^8zR z^X;GX^y`7%M3b5RKed@Ekm#*2KDw@LeJtV3rZL2bA)mBcPi6B#45vYpsApt1WnLny zc5XoNl{VFBo2=YA%SuH~)!lb-d~rl=+EBYZ+_*5lLzI@VwG*^spAv0x$pCfnwG6RS zbw^LdQ?Zf^q_;0*vqeB#AO%ev9_syu)7QZ&fM;9e@bV|9_fEEeLG?Z&iu)ds52D!) zcEd!oNht~A!B!(UwGI!*&Q7KEDonY;U6H!)8wg1kTdbgv91)EpUvMk0K0}~Qgg|o( zn*jpN7Ac9)p_zP98~86hHH52KvumbBE}L;`WPQSFhfA3qhvs%>!9GFocC!T!3f^QG zZLAawFW`suq&9XLxG-cq=6EqW>^#e6h=BRDl!O;dL9k)s74)M55{8TUT9AtI3g6*2 zBv*_aG-%2dUCuphg(J>s&8M2rS%n=RV9Dk?R&^!&;f}UTx{`0gUxiWS&l=oC723Xm zX7sy(RNjyraxBpKyUz7pg&~m6S1oo~$-iJ5@8Ms6(|_4mE(b1?E%3+Uq^19S8=fZn zP#v17L-c^|wtM?G*d@@$M>NJ;EjXIdn(K&P=C&&LBQ&mQ1A*_W zi=eoSjAnroIBbEOkg;wGyJg}YPm+=d9fc{S4R9)U??~9G5;gWu2fI8alJ2yiK1Dj? zxyp+19pbl?t%9KVO^KGa#p!VmWw7HHkRfJ7AlNQqb49TIw3LJwTaM4MxiCW?&ie!; z3>Q_V>inS(`#EFDZX;WjL2YEif-gv}^Wd&95w@&2Tdtj13D6OFWf{mEJ z#VLWSt)Tv#-4-#hpK20a1E`<1g%%iE{rWC1Lu_9}%BgXKjWp z%_LII2{<$0iHFJ`pbL$>Kfr8-5wH@2hW#g@tZju!EVn^?fsW6)lEXcTG;BL~C)=CfNR1~6BXsN;BlblI%LwYAfgYODAbsyoRR zJgB;lDW9JVyccven+c-*7AXm1_;CcV)=@$U0GNXWfXVw7!nB1g9v>!{t_%#*4QwU| zOxH~@J2?3R)UUH@cZ!sScJ zQ|z3-VT%(Ki2%zMzhXB|;CNk1!V8C>N10BExorUn!^MxK8C-kW;??>tTSU*da=Q9h zV=k_9CAy&RVk@iiCb+rS9aAU&qqJ}_e$YX%&=ODn5%$ZdJwET?=9)j_Uw%7o{B2H& zTy5dv7KGhNu+@l(Q7E(yb>8Cbi48slcLshHyZAY56$Dgw;kal@18%1Z z;SLNJr?w_dqWvs3Cj^Ysr6f#Gn~8YVI#xQyW&9O$hm~JLw7$d^FeqB%JZRx25C0tE z7uZ}7q%M|{2py@z)cFP%TJFtMKF<-GE7>9i#pZB*>cQ2U=;pSsu$w2Kd|65&bWj-4 z;Y!0CsOmpOO=96( zdJd}Ft1AWccmmu&v^&&sde}(jn}4 zcEbdM2~rZFL*R2!jB5(+^Bm!r&lV|Ymk4x`%v^T!1e8xnNrVo{;mh)=l-j91$4WJ~ zb;L7k-1E|c-wOy!k}XtFSjI*($Q7KMEOBKk)l8RGv)d=Qv`9&Wj?0k_F8XH6NIDg1 zOJ_X?UMswV=xkw&78ISMO6cINo9R?c^F{!=fz1K|=sGEh&;c3_rOy3t+H^fZFrH?M z5fqFOs+4(&4+6n1cEbdMuS-dU4ng_-5w4M>`~d>+6SfdR0T><~=wgX~Ww%T8|3fJW zul@xS8Z#%tuvtLDaPbpqaA?noZmjQ|XrgnA6I5QbGKuC$V_w|?v^)=ImmuHh3L=w# zE=`9<|6OfjMCgyvTg18!)g(T=)1m2X5&b(ZQD@cZ&{THIM7a%85~kCfi1<{R z4vDvHoanad)^sKUOBHZ4O60S7bwi3@Ha*}s=y8{^We*D6Nl~aMs(NHBt9oP%c#mZ@ z@3BkEdAH#(0pk)jO9at{2uJ;Hggm6t%H=y<&Zc1hhI-Djg$kC@vSvG4*(pAC>*Z1xEBw@68Z4*mRD z271K0GY!$TFX9ofgywW6V`V$ju=5Qj(Cz7Fy#nbmhFTFt^Vr8$UQqLxS27Q@2Q9j< zRm9>s*iBR>dd!GUe8p}y!^B{om68bEV46-d1`}7VAP+ag!o}b5NU0~GgTPCD65vM4 z?aI0|pI94jheB4<@CD^>vhfZ@qcfk=wFTXtza9;uq5X=j^q_{evSes+r?TL0RzgQAE8N({zynOtHQ}X5oHT<@0cZSE+Ou11e+&fT8C;9 zb)11!4Jl7$3l+5Q9~@1z%%mMO#%_>k@f0Zu(=|>;ApUFwXGv;lCY?*?)^}QP1=PnUtW_ zR-;a0w?zyqs!3Fw3neeSz*YGaDwo)DBN-nTEhWGYL@OC0&IPP>H8K z-(t1G-bekzP$(qXVs+-)x<38C@V~;4=6Gigc7%5=E*!kNJ>Ar`xiGjb(b8h2x~?mX zw7<50*jyM2%M?xE3|hKA1G>v4azHhmYF`gu4a>yWnTBmOtN`J3!PLUC8ExqfYsQ9j zYW0kH>1J5%NaeCKRwr^Z)>%z6I@e>B&t|BO9*^bh^~mguPRA(BzgFt|1*T_U=ZG%C z`kCLMS$t9omFay5)d%W*kq^QJlp^b?Z|^&+p`_s{5vM24ikx?uDu)tT3fprc%QJB} zzf&NTcmHMHHnISv!RA1j!mT;}vyWV10=_qKmDdfM67+MLSAzsO1)?`_774+H$I7m~LS+Mv&VgC1D228xZ_j z=SHT^181AEoMIF6p{TTiJFAymmS!yFsw49tsS7KS?o2rAON4kgTMfY>R)a>$irK{| zRB>!Ahh9JFL^*VFTFGJKVXp(+E*-I8%|kDXxDg%b zMFjA5wva&q9IuwT^}49$5=#BX6qkA>g5vcvHXj79pGZlBj@Kl6JX32?2$?>*szZ+H z=&{_m1^EE+8+1r*f>AQy6{1nwm#Xz3givv9mu$AVCjIVjQV>iv^uJ0;gpT7PsKc$| z5{2WOc=H;ljuL6?gxNx?S(1VJKI%p+IQ7$-Se*w~+m>FZdZ<0J;s%IC=@!eq+pSPz z+Grhs-8FKLU-^c)I}_7>%tj+t&DcoP$mO)0ehO)DL>$>%y zC?yfPA)V@s!^)DhF+|jEv4HVzf&V$0!v$=G1aIqXm@3v%ee6|N-Ja_HdNmV@-`r`U`Uh<8d!gbwj>jq$aJ>B4lpW#B$s zfR>VzU-;gMF_p&VcB2SlT!Ljm-)H?q8%N!Ut}i)s$boT6Iq4lAQ?I z*ZCed@Vf}y|FA_34qS`Ft9G?c1Z!`sqrm-z%?bhTPf`-00~cMGUI&K-05>(&S!!h< zc$Jhl))d)L5= z+q2p268)bmCE?Y-U~R@M?_joHK*Dg*F3pYDi>sUJyS#JmfXh3!!`HD_Z1y^pmo6># zG<szNu)Nz$(Mvx@{HRSp(1F*kFzkM%T zQ2{|IoEiycrhj^QfbrIo>EeHn z1~GIEhP~;n$ycy4RjY{EE#Y= zMuc;0WducdhHJe*cTy+!sMcizEEZhK=8a&Tl9C7=Yeq8UPPPz1F&a1-vX$K~(f_Sd z5?=iaG8rZrf|Fta3ByHB8i3i!kdy114Ef}MyDjmw`o(9TS=w2WYs;kbtJ@+AQZ4yr z*em3U(ULPt*^nQx@$@%ErH*RZkk{C45%YUhlc-}hWF$nh8Fk1#3zcm=1Fz>9`rkjW zg$$_B!YCERmhoaM#{@>dXE#ms`-YT+=~%r8QLXb7%&NUd46V&%g4lJ{GF6AMTP7%s zl9C9Fg1Ai8u|c;P4fG=Rl(X4V2JI>1qnxcnXR!GofX&h*>gblns-j46_C@UxoPTlT z{7k&F&E?_?zHgx7KgSk0sNxTU9YUI^SnFl6)tV{dr7mQ*PSo8fC1Lu6kCcQLAVC0bVtDkK z0uqLckV1{|<+;v?du`F}WCwf`4dzE|Wd}8w2~k%5@-;Ri#Bg4fk_a6##^n1Qwh%!9 z8F=#jHoIM-|F@(hy!sdPI@57+4kjRBxOhc6&9Eom`Fc&h8}Q`g=nL>1#zh%baX21v zd4c37O0((dhpJgea>Yp3sp#aV)C=~(=r`fkxWb{fhq2uAayUM%4~d_l$ppV}ZtF0p z2#)2@egdU!Kl1w?#^)X3JflTgs&#DLDq<--8s2 z)p77jRo&RMCMCuF$1c!de-0z?52rdx>!oWc!U)Q zQmx~0X4c?Jwje=a7^$uW$Ut>PeGb*>rY3ju6?V%6g)d7<1V%xeH5fHJl}f9M&~S3x zdvjI6`w)A?qikt{LNPiTFL4u#cP1zp53}1QU_78n)G;G488QO4mf?U(x}yVBy`h)GF=ZUz(205gazPs35e z%i zDezZlQP;9j2x?IcU{Nr0uwoDvCNfwRAUDf$I|nG?zm5j+SF@QS)^&v@QI{azPBg(m zW2eN{IT0u-*wk)ys9IZ#;yG1aZnZn}RH*(s0<;4K@#LinLszYegYR9ns>_v~I#~Va zG6*Lz^`um%{`n}IEuD`Vq3p9Ik+GU{P?68I{oMViTp~`F3uA?UT6o!B;d1eCahi5k?e(G&V}A}g|%$1eR} zLF9ggYQ(yCRB`6j()tc~5uTm%J!7Qq?3Jy*)N5r67q(`XpRt9iCRV%37^*;H&Uwq0<6I+a zbtK?EzYL_VVY^XFq+!-Mr%#DwAvptkBHcrE@=K*fqA#!!^&g;>LaHqiUCeHa7~l#` zqAsBxYJS8rwW~B^=~BY(VZ!|gM~4k;5d*3d_A}}|r4A<~m|4eenJ70WC1Lv2rHD`M zf*C|%=0z&0YDamImNcYRz2@#1dL)}}Uu%8R4VB<~#Pfc(N`m4!GrCUYQ=Q0F$rSU* z1hw|C^TxDHbX>oO%^kt~PAQ4dF(0`=t;9u6ia;S$?@gYbXNc9yY*B(@r7sK5qyZnr z3F&$V*bNgHUXYRq9fsqUX7ai;w;pL=J6@9&fsq9V7R%kus=SLZ^{_<^3e!Z`d9Qhm zLHT$nNtlMeW3ytXV?VMeaKB}~@L%50;Yf z>R%8}nurv`5&;Rr#WJZO*%9fm`bMM;jcXE}ohkx_ntST{PQALRR)Ao?ZXyR4z588- zoop`!o^#p2`MUunceTLtQ|z{goqa-+sAu4*hd*Z{iaXKfdW2rJi7jG4byht{vy$C1 zQSKL|Buw}D9O6^!!1L&mnGayqg^F(>Hk;Vu1;yr=Xx8qAuod0a>uepHtr%CanIJH2 zl#&P?rqfn*sw`*88^JD&bfhugsVjL0f>1;O;eDK~mZ0#S9?jcwsU!N}WnmKrM4>2G zEHLzsu^A-LZHnp#S`tGT^5yILI7W53l|i?qg4gW7}1+hb+Z`C&xIu5H2&(B!a2IYd_B6Gc4 zyRkWw=yYGdlH5>=e};^#P0X!?trq_r%x;Sq*Fl;@J>#D_@hsf9(6}Bt_GRvA<_Om# z?87IqMfC5(M4b@-G$~GES>%ND+$g(cqTGm-gy}QKAwIQ^e;AX+3m}lrL*Q-JND|pE2lduzJx5OB}EVABuj@ z$tT)Xx#%XiT@dD$FvEoU3TmDSes*@MC6i9H=n}<=C5u;J$J=J{e zMs{1o952@->gj7;6UwS{&4<_`22^L&x#l)@%S5^NN=cYrb{FDPYhOFWwq}39tSIp@4}da1arYFkEbq8j?K^`{(*b z6T{#LRdd_)wXiSBCv-{?(-boWGh?NfO;*AiDuI=y;7dY#x%6HmP}@|ncX;1^eQO{(^)Q&k}zEs z;r>8f_S_G`1ssXLw!U3b9M%NS6fRm1vy?3RgkcMq)HimpwjtZMWxB?pLaFFhAXV-H(p|Z5ELR<7hkKLr+4yQWUeg*uF(d1s>KPonb^}!Xbp&V7=-LFQ z#PbwRh^B3hVfQz1tWGr8z&IS+S~cU}-#$1nf0dFjK9xHXn$KXT$N%hvCvEB;-{M2zu|a&vP`+9c*}m8t36~E>PWO zP|g$a)Q_;6CkFbEl!P&jkU*KRBCEnu+h5!9oLVhu2F192_rR|rRR6>lG$>TZMe~YN zC%|!Tm`|jj!VGXqQ2R$VCj_*7Yx661RsH}~f5e!uV*cS#n1=xu{`xiM!A0rlLvjqy;4Gt@XHc8;fACWWItrJ9MNlAo`$cc08eS?&Q7k5E)Zzc$sS{9HnT-^RarYW#+&{f}sgY%2meYLl1 zN8b%k^={r%e6s81o&8_Cvv==fz1zOpf9JD3o4;CoYHNeqEY$w;&dBVRwd&$>*hCc1 zWfGS`i6&La3i5(k&+Wrcm(~{cuyOS_U8R<4YYWe@+ahN8j3yyiTaYGJ2lwvW*uC!t z_c-AEh`s;c*|BO&n%7cp68^+kn4Bfk*=)L>u z*^4fA>z+PF6#j=TQBV|g*s50C;~ke#F#f`Bmw@pn)MWh%LQh7g0=g|;|3Lr7ZN=vw z>E3^D-#51P?cWbN?6c;sq%%Y$)u^S|ytdx=n z9hAYn`)=#oxz`PW^CK#JGn;vi!cU_L-^6Z^DEulZ39rHh!Ly0KaikKEFkE2RARuA5 zz#vdS!f^4VbktT{z%1ZEeP;pl7sc18sqJD|dVrGxPBLjWT%eU`#^Zpx8aEVD%a*oj zz`}r9Ld!+k6HS?TCgHg*GWk+z67U+^xcobW(n_^Sz^m-GNMCqGlc?h);1Hk6EcS2c zQGU-BDxd-jgQFE{vAn@J7K6QFj(yoRfjP$ zH=oU=J0fZ=!MRny?eb+L5YEF6uT20;`a|I~b!RFpA*zgy-o=~MXD2bcgUP#QEm^F& zbnO5gPe!r%BiIj@k_a99V{KpO zv)FtPykppgOOALAZO^To9!0l#&P?sfO7t zYV$DMb7SF}QlwR#%!O4X^-G!aa1TqtKSLy6W-A~ll2f8_Edg9;W7!dgl0dB(sb9(^ zuwgMvMhDnj5oBMGk_a8y34SBiqIfFN3X5%SGzWea5$s_L8Wh3fe8;K|hf{*uZ`qs> z)P5}`5jtu^8q@hqvu74tDE*393>zC(=spw%=8`RS zWxu29r?W)}+6{(9^(Gbn&2m%O%@XA|NJ)gQ{NZ-AKzB5{o*)3r*kS|)V1yGB_(QOS z-7tY*p_D}E5R55p6tahX_W(g3BN%Jh0tE%*Fth!~9>(d6Gs|wBAkrx%;YCD{s5QA> zoHq$b7%nhJB_LtAz>K4SgyG^l(qx;Rah_7&jB`Un6I5`U0@KG-OS_7K6RFO8PL~^W zjsfayoV)&9^0iVORkNB8TYqLU_8z-o0>Qgd z5}`vdazzS-k5CXi&k%-5N7N?7C!PiFCePcv#QcFcp4~J7VuF-J=s=8KkZNs@=i+d| zSR|fV?e^>i@)W_C&lV?WpBMu-lso*yG(V(Y%w;!D;P{l3MCfn~TWG~IDOmH$csx`2 z0|X(-79uDJ!=vqr3&KbynI(e1P2`(di3P z5~kzqL0D=X*-b{Z7jG@}9k{vg!9vNJi`(`Vuie!1>`0wj({_Y|KEd_&j`66GH( zCE-=RV3aZg9r{243B$$RQY*3tx__weKzEKk&@IcS^zBY6iD!>G89If1jLjH*(Q!F`Wj(eu=m zF7*|hAJNC2#1_lH3lkMq${$484H7*@q$EtQIS!$ybp&-p_r8tYd#>xbbC+Y)Z@sY1 zt$zPk5R6Z=1q%wsq0#1iOFWk8Y^I~x`RrB+BJ-pqLPzB2;-gn~@861Ery?j7-$Gnc zZ1IBPQsJ=W8g_#Ok~S#`FC>D|$qaDl@&qId7w><-0d9AF2e@%|a(sS!Ji8`>gIfPp zJ9_s&?eYW3!AB1ogx2*K8!3P5Qi4_+#kRBCB8K&#CQ-*xY((#tUB!p4^39059-%tF z%N8-9IxCH6-(ojNbo!E%gy|;x5tdqyXk$tvT0~p4XI@7iBM5J>1>%6u`nJI8!tH*_9{5$%`3$xSIDO!B8pus!H%N3oMM}c- zfs+unT05diHaN4+iQov^bLEb{YacH@{}hxrDcuBqV|`iBtlpF;GQiz zh|ZlKQQ>d0ndd0{qg3Jj>;{R#d!!^nSNNgDo45Gdx%nN{KIWLPBHTk%LB&(4-bb=q zBzhkvCE?Y(UDLju-cK!Tv+H;~V%@w2@D- z)g82JY8&yXy7>uqi^N9Gk&*})=$ ziT1xFCE?Y+pnI7fia9p{3B$$x((H!f0*aT7u5TLk_~Lb&io35WzHn2|!y9|HJ<@yS zo=C&Ixl5-+Ak6H)!`=ClN0gGO_p$NvH!>w|wPfnu?6!z`-Jwa;F;E`^I*j0&2o`X4 z_gnfH`|b;DQ3I;AQc`sfyFsGc=cFV|r+Eh9sT916C#Pe|SEV8Vi3bJp7*Y5&TOtk$ zJ`VI3>;?%6KSveTuTJsc?gRG~pSaVlQRhe0<3ZzU6DtxYQ7Iex{s-6Ndr}g{n%_kz zDp|8MNE;0GprHn|N8$F5sPGd*Rk%+obP~HkVz|dkNq7}57`DyGkKIQ=!f;W=iHTva zUNd(ETZJ5d<&#)l#%_?nzC=pGt8f8k26l`K1SAX>T~dc(2Yg?uZ@_nS@r8}W$8NA! z&*$k&NfuezHkVsTPAUa@Ti7`H+m;fuTA+6WyDef?*J%=U4D`%Cqeum17W`j9kNpH& zX-Tl?xt&aWmQnpwDRahwiNwFIw zdR!wVVR}j%LQ(4gWMXL>A2njKMZMa~2+&rxupEGV!jN0p4HAHEl9C7=pwmkL1@%1y zHW>*7a}QfF958(j$3MqzkbwD<k!YehOnssEAVBbeBJ#YU|q0ySw*n4$vPzI5`CQ z7i@)bK=w(;{G8n&0r{s=5?+u6@rwz8aDWt$FkCE<3Sx&q|0N26q{+P#muAvX_FL6( zbSgK(5xv+PsCd^BxhS1kqprtw7yC+{TMB=U8ef}OTghB4{29w`i`dv0DG7t_NGS;$ z-Iqk@ir1gU&WB5%)Xg|hu_7B;W;Me>Om{51umt98wrKudLy1@o%yZdo5imcdNz^fx zW!B_e#TGH3I;+;?yoB8{QSRrZBur1a2=S?PfIA8rXLWiouzy35_NPf<7ZBXq-1L%1s8}w1)}pVi+6NFr9E9K$8F&QzKJ^jN45fj>U@R4j8IcU)0q^19S8`@1Glbo12sJ+dKuC{d?%dJbJrDg5XEl|cs zRpkO5$CSY8p^9;+A-*A%_U~ao94f3=N+Lu5_hKfu0UwTOJjJVv75#70LWd!ZE)1nZVtU@8&sp_se5~)P{kYub8n2R{FXbn`&W6+9 z5|uWpB$?BlF`B04|Ed{pFvrGAW3SU~4rL zr|>(8TJ7a>={ZABP>UNMb<`AV1+HTqz;$d5a!o_`F;cCWDcDFUi4YADy}((v9l}NP zsW}U0H%5AHy1D;rclNz_Rq@H2dN%LrzxJlyecveVebh79x$LVTrh-U+nysFoNUOqS zJ}Z9bvl}G7WuBBo=#b8_AzheA1lzq-O6B zf|2)$J7I;l|C$?Ndvkx+MmM^(Ac#Px*h&iu^a)W|1h3Ge|aZl_f_%iL^>5|g$mmCBFQjJPC zpbeR?=HaK!a_h77E2=Zc7A&YbhemZC0NN+oyp-K2(Pm0Y!gz}{2uQ7+_s}_7?=#PI z>)rf}iocUBKv2aWTFM|$&2MG5N;H3~l!RCFf)Le2x!9WoBn%gy9vFYIBO4F*xmqx% zZMGt@$bybewUr^U7WbUEZDPPT(M(=pYdff!9INhmMLuJR5|?@_0JWR%u-PDX^D?Tt zepM_=p3XJREd7f5?Pm)XRKIGT=~K?Chut92;{P@FP4%p=Dz~L z_&@S|SF#1*DBY)u&sW$D5~Y7xO2Vsjf!i{k4?B^7gy8}`pMZqn0;k0S5{8Q^IU{k{ z=}uCdZzn0X4jOdOAoah}nf}q`*$VX<`r8-TCcWV*?4=dKT zNlUn*OY<{o^;c}!f@)PcS)bLz*VzpcW&TX6%ut7`L6I?o)971a^bOd?!jtc$F^j@@AmGP9z{txuDZ2wm%?VZ`N0O24AhxRA|0 zOXofrwnlb~MCVJTB)mEo3=3vtLDwZ9VYsL=vPk3SQFEtGjWoc%n@BpJ+?I0&FL)_^HB0SUuJl}xA98jjE>bt9io zrz_fo|0`%2&#~1T)H23K^}*ZNhID!W3weg!KCzG|r6fYf=FsJNSW-*G;qKryX}#_olo@cyUN`S4)=Khk!WD+C1{tZ zlu|yC-6BC^l9WW~ePVR?zH6{lk6(u%PZ5KKY;jl^_{4$>*ewza=1WOK)o~?KF?jS)R z{)o8$kgY-%?ml~+e!y;#;QoCn39rTlpc&jTaU~#OxELl4qU>zt8}-drp4rf(EA^e% z+L~xir~)?~>81o!o=!lmiVV~?hd<%prNXjMz%!Cq(&+L#$*W6=%0nmDChk>QsFtW4 z%x;TV-A6QuI%Xf3HwZMaMfC5=M4eS{5IB+DGEwd%DGAe=jz@fIJ+T{Nmq~V6aiR39 z9kjC9532j2QRqdPbfSeW%PwFyO4L4IN+NW%f5huJ3i=mRcPE?epz4Mb2x*@p!yW7f ziK>%Q5}~Vl+6C!#kz6_gMVI{?`qW5sKATH-M4Ix6c2C(B-lqs&7h4fQ!J8UwORs}^ z;4zQ{PClxkDONT##ZZnI%3%X!mQinE^F=V;A|(+z#>3{OQ_bypRY%J0$jToeKD*gM z1jPq-nHVmJ{-0&HOZ5M=ltlRYUueZMDL6Kq@f;hbCA42>3lUuZ?TQQN8o&k7|IgU% z68--~O2VsuK~!x5a}3l3Bn%gWq=MLi`91Xw%qJ~fuMd5Led&07sg;3ZaUF40t^;rJ za&KKp-dYO6k36w9LAa8*S`dCXyDeg2qcw>SZxDVuTSWiPOVn942%pJrnJ9O5ki+erapgP_r@DgOJV9j{sf3oE5FSqR3}C7W&#D!+!f+=uLW%a=!2tIsP+SxS$9g5w&5mVv03g<;Ld@ zsDENJK%B-uN=bwckh+;`1-K0Cs`*@^Jv$xeyere4xkN`|gOzck73d3u?vHG-gF<&g zRP{aVYno|iqHdTb&i@Z=ZU~OQmy!q_$60Wf*V2pyRqFsw<@4vZ#Z&4!hsZ*8!NYPZ z1^a*_9TrU5)~gcGaCd?mRtW(_`RJ2Eiv0_xs+&$hB-^z%+akr<)$I?eo^={JtrjU} zi$p*_g3TNO{V*ws&_QoFV|rocfXjEt79(^Q-gV<@m&CdRN?lc;0jW`ezL2lZ;p)g1Ae+z$LID*s8g z3W6$se94uTgAl7Q5q^Tr2Z7>oDGAdf9z!&1Hxb53$1$+z7XYuyuOU`HW(yb;tE1KO zU@QnuKVtJhaC%Kj!i$r@`5FI-9aliYaDo0)K*Df=d0znu!^H^c6u{2uf49Cl{mGc| zgsFj(@ziml}@EvtVNyDehrV>O974i3z%HD|L$^miyk zomI2?XRuo)%AF-8VYJ=peR8 z`fhe72isz&@KW%~+F6y7vG=o?BUs)eC1HBcooEiV_GG6*w%o1^58L%3OY8(}B-e&l zWVGwC+g_cY-RbRT{Lc~a@30jT6!7U$yMR21<75gTZQG{yRlzcV&hpqhtl~->(sf^E zvqs=PASDqx+%q8eKDz}HJtcS*>UNoi$ihTZCJxD3xU$cV*4!f-`)dTdpRJCdV8^2I z7Dx(}z*U%c;*OG7I|>7pfmEOO--z17=8RzdTPX=I)`BU5nPuQ$As}J62q{!5-zMfN zLR0<#?POd-NU?umcyyrsV@I*uB~~z2O2Vsu0ffd1a5f?!VYnD0HD`OSIkLWUO$a_@>ZK?E@8Jt>}#PWQO97AInTV5En+}*R-I?2*ew&~ zu91>3-KGuksdaSbol3eKsP`c{(XDJ@f+A6Uo_Q;~ZGy#3QWAl&2ydRbhs}FX)mNNn zKF4m7X#5#XqK>XbGEH6J7hl1Yz|1OefDn){T!a)Jl}{mE?xOqw+Q>4tDuX(Lf#;S>*zFQ4SSTgo z)xQ8jV+A+^5s)xkEReb@dv5v7`pzvIvBYU)K`NWeDB8a4GWeppAwn9bU~ze-KL)VZ!TrkiqAjNz5m|6Z*1$^zu%QlOTJK=j^4n= z*xx*rimFXVuVc4GO!68{qK+}+;J!z%=y~c&m--6MkJ!T>XNwh3g_TO5KE`g4=yAK0 zgy~cdA{4cb*P`9~Hg@m1uIJ8OVE;L*{pFpJ3zz3p)^DzU2(m5dRyd*T-J~7l3xw)5 zw%9?TIudS^1#V+&bHFPs``C=yiZ?5wud+EH*u5ep5ju9~lq13OUG5I{K?otzZ?lyY z6zLg&v`aR6Ty?= zuW+2NLvR*}s8Nh%b3%+_j3!aX!7)<2c^A~~tcU z8@qQu4tG-YZhJyqPO*J&_lq}l?|ZoSfh(pJpV|uljiaYM19bLBzzk1K@Z6^JL5ZQ6 z?P5a~)Xc_2ogEPsBcZRe8z(0BRVfKC*aCYoCWrG<0SUv!mC}&TPEtHr-z3Eejrooa zy=SMj6u{ZLwS4QRe7}@(=wl=1Z*fZCYAJ^zyDeg1ztJS>7*#P>z=uq&O$bZWS#<^c zV0Ozyxd%x}n11s<;#2Fe$-BtyO7nUjqAQ)s7ABx!7pkv-H?Z3#Sez&&5jqwV7hCI` zs!V!Ys5362!*LIb)m}!dmav5liq-Mal(i0a#WyE9Ej-)n41>7)lTQ5>vUwrcEs&B3 z9lP=s5mz57e}I@|*+K-xWZML-%=PBU0344R-IW*8pCduXn&+8QAan^0H?iF6{fP&Uj8S&++kht&k&K**{TWJ zDNfS$n95Fe`Jd{dao$WeO9ZXyQWB=GOhv$J?YB;Z^IS{Qs{B$Wo=B-J3iH;d;vI=* zrzV&B?Hh&W&cH z+JrI?n87|lEWgYaJSdivJXmHm+f|@k&t``}xmHRdbSNi6wKP|hJR1s4S*333_OjJp zM))3J3mX)^2~L?p?JZ()#cHWz(mr?}n-K!s-BJ=>-~`hyGjqdHSU|#X5mG!_K25JO zfBzv{l|jv7;Q9Lx*zFQ4_`Z~cSN{SCjTPXOPe8(O@vt_&i?EYDr78WPvD$>)O6qD;`oZkBh?RXrlc-~?J)-!+ z#^Pf)bnm&LxcNr6r*}U>zuv$W(Z2%|bynKRcp|$&qSHxI5~j}_kFeA_A|BDV^TFPo zcNF*ETD<20kMdoQQ27hlf^d{Siw>R(*bNfp&zF)2UHPL++spiRU67{;K_^=r4g@}X zUpm+g5(tt~5}`vdqUYX?#hbVEJhP+c>YF_F?|OvF?_vwWQNGW9ms{8k66J4^lJF{D zFy@=E0f!X<3B$!8sUUXPFsi;`!{L3`J`NiXd!B#3c=L65jkwFelK))_5q`jy%-^h( zgw;ZX@3Y$?7WF+%qK+ZLk)D}kqq*mb_?6+^Sg$}4-9W?liTm9?? ziI#h$ButO_Edo{ZprL=?oqapE``C10gzFJ1f6VmS1i-|)weo#NtdZ;niSma@Nrb3; z`&N-5Jz;5>FYEayg$ zk4tsqe2MS^E2_5#^yL2VDg&AF!RXQ zEK*XP_?rc?7=~F4kFEwGvsy?x<7k$OVXR}7lthTuft8pe#cOuJt?~W$Z0fo0=5r!d zB9ub)*U{VD$rhN?g?(-t-^y-~c=%hTBti$Nq37X^J=-3c(S2ZNPuHHFhjtbBKH30V zuwmErH2kl=hp#AZete3n8y13phM>K`RsaXIkJ6sChut6n?Kvrl&_Ns7ec-<06L-$& zx#FSXc2641^9vj#%(=Y zuj{%0-r|cpyZ3A#$CA0Z|kY_$Z%2^Z>(*E*o}y4}VK+*kxIs!HL@4a! z#mT)-?JM4YL-+0*i-kRK=(oS?uD)HnA`NOKszM^sEoZ0hME}gw>_9E|0_bC6@Tvp>GL-tE`?LX_aS$}gF zBytaO2l&bRzCCDAxqxBJjgO8t=UY;#nA(z*hbwX5RxwpOwu9Q~(^A3BJb9Otgx5|v zny`C|S((5AL_orDfq7N|3Bv{E)CD9A7vGj9jP3Q2Kh$@9V+VaSu?6!#e9jr;zF(Mhv`gl{>QzO8rLJ#ewHl>NBcfYPMz!qiS|1*i8{KC6X1|Tap&FLdp1M;xZ<|G z#cMb9JbOdmF15m1ymo)jR!xxJ zYj3D5H$WE;1>ZNy<>f?8K`m`$6qTYc)y>fG_gSe%O!)h>ltdj&4vtp%n_Srggy1cI zlRMs7X~rw;OLuGfTj2Qe>+U`8x{Sdw$UjSU=Wmd<5Fgwikx&>0IU%Zb6w~@Nca>JM z&o`wCGWOXoB~b_ag!3Z)_F47-?enCWYVwf$=9oc)rd-i=c~?WSPff1JuA0-HZe9b| zxXp&G5Se&twdL6gaTs~Q*Ak~|`tjr+fvTeZ4*Y#dSMtyJ*I)3j_wcX3>A&o;=Oy4M z*)np_pv6f`|M@mNP1@{!a7#o&VOZkf(I!+~Ol=d37!F$Vj(jR zMWw4D6yyU0>I$~d9H4x5Is5~=K?2m@OG$(XloQsTRmq2!JwVMrqNVWh;q&twHh>FX zs#26z&dOxHKAgPZ>%*UrYRTV++w5u|J~GnVwGB4g^u2gn@tQ|mtrtAc%4H45Z?|f7 zVMbT0i#msgq^dA}dz+L*9c=FGN;X&a0C9NT-{yv|nj3F#U!6&$T0FLPXz76qWhY|o zmTJY{#%%WNIH9NOIkl&&aBcU#?Qm>|Ox?#ueBLORGYoqh7KJT#s48k_Ka;A%*x65{ zB)oRU5#IK&CUK8x8vzN!MMzo75ydAS?cVc1&pqELZok`QlLhx9G=$@4g_LF2DPo`f zU=!F4lHqNfl!RCL0{n~#V8UNO!f^2s>0HZRyBT&c%pER0)-}fg&(n|dj@qT9F#bJy zZW~OPRQ-$=t2Lf)&%xho6U~;($dY493pf|EVe*fhl$6yLa8|I}B389bO2Xi|L`uTO z^X>Ys#U1Oc#TBo+r?_u#?<4p3?z_q7ludGC3Dc|C68dARB&~+&Ms`~S)5|r9ie023 zS?fOHtiQSH5ja1h$9;$`RzMY2T9n(yZjk8lUMUIFH||0xYOU}Qy<2t_AG*qKY0mu! zmH%C~AROiUEYN+6-5^o^OHvYnm0zy~x;NO8aI}90jW>JQ4HE5lYZ7&IAt$Q^x?L~8 zyb)6w5Z3qHxU*;T#{PRZsx`U;*QkZNy|=lB-9q56upbORtu|pF@#ESFok@`x%5IP# zafpWT|7N2=vN3?BU^k9WIp-ArR)X? zWQ(LELWk^3SlRgkY!mI@xcQO@MXLJ+*oJ*8qG?y?(R&%(2ug_{pzGMm;Q;D0L(Z`q zB!FHjCE*2BFugT1WE?sLBn%f}MUA{9$zyDF1~q|7r?$4UTO>B{pp=AH`vL%s4d4t+ zK*DgbK^nx_v+Dm>-&yqtRsLh+75&%V1Tlci5hbUU=Fz`qgX3>eO15hA=wGngBDVB% zO`?uLurp;IU>^OyY_S5WP=~NSQ@Q_PH%RpO7bywT8~%h))OsF$ROy1ua`XM9%YF-$ zUc!MgdU|c<6vU=AAU@kKBkTqVAje5b1O`Mrw;t@b?bZ1aHGV#udrlYd*>X9L-5}BU zY)zt$uH?{}Q1ZZM=XTlesLeLEa2##=WG5_kgG8H6QWC~~S0W&_b||A~ofGNV{1_C? z^ce{YV2i_nz$Y!SncX0PV3U+Y=nx#KX0F>F>Am*`yKd?B$BIvS>fKd%2jO^< zEgA<7pY+2M>;?%Ok4s5}4##Mi%OV`beb4nB*ybKv$y0>j$82#p5cs4Me#CB&K=7KB zMEDS#0ZvKx2){CBqrFcNf_K^Ca3JtW0KCI)kU;RZl!O-o!OYD}{&1`pkT6_?6z-1b z-n$8EIQ#CBa6Lj3XgDLR(6&+n;6!$d#0DlwNrbO`D3;K@@AkfDukP7MK=K%BS>NEj}DDxI_1>6h{KO}~tGHZ}O(^?FVz z19J@WnA2A@iHg&v3hw9?)T1b^$zK%2T27aE+GoWFBcDx1zUrQ?~FmFp6@ww3n9 zlU?fVvz)h_zq9eRu*+y=Jk_$YJsodR|L#b)Snb)Bt?A54sG(s2o3QUleLTte$oYF+ zTRgWikzJ{38CWY@63sdNUetN+{OwR~iRa=g@kjmQ1m^|k?_6Hp8MJbBKGA|rp5#0+ zf5)?F{ZhOsozJbzw#DIsO-=37<{f?O<_x$tqyt#XsLD7f)yjNU{aY7Y(A#rYwr0{D zE91a>tClo}?`e8LbQNE@+DciOc>BucHmi9}XF36x`oaQ=wzP^@#+x(gY}UpQS)bx% z9e~!?Cjo0IE3fFMtem<6OcS5weceW}12&2!I@>J=!bECiI%TbFO|+vnPw;-HPT*x$ zUYbuduTdaokoV)fui?E6E0^ipOf?6Sy|37}B>}B?Dwo)R*E}gjoalXXgOvd-tzN0n zQ)MC(VEd?rsoqz?67wL9GM_RVTM07a2gH7|>*Ad&u>;^6$9qY3X3|O>nQ}8c*837v z@F{;j&ilM{ehzeD6-Fdd&Fy)G7!+bsJvjL|IFRJm)gL?6A5W@3o>qT+L;dlb`eV2H zW3T$-1@*^^>W`PyA1|vvzODZFuKME@^~d+sAOEEOcuoEBL-ohMz#mp&Xh;0A7OOMY z*7fQCh5r?XG{Y4diF67SfAH$|bW_*n!r-<<-_ay0 zj>sYGE$rR75o&(8)K?g6|A;?%0uSiLR4uLwRU)o$)x|Pchjsf39Xx?Uv z$$`damEbLQg9Ms4r6fX!#(h-LHL|-Oq4JM9E3CM;Qht6cyG5e?F;WsSjN z7y${x#oN-!l${}NsMn;_u0b%id*2qkZK3zdJva=yOV1`REKN$6Xpp>D>Lfp>Ua-$u z>L~TlRBHMnof>jQH_kcm3#C~5S1z)-(k%~D^{9KU-&lP9F;~;cghvPt#{RxZ0aa~g zy-+HtIpVzlbzbRUYb|HiwnYr_Eh|*|6`jmid`+P+&Z&8&Qi2T~9r4ajEYIYvDc<_R zN9syW(>-swAaktcTB#2Gtpynm0sg{~c6ll#R7{BuH)7{4div+fQh|(7te287erhcO zSi7B09P4=s8}}CJJI1jdTs~*v{d$?VwCC zB{wykol;zMFMzx6kq$f{MIHHe0IHk(+T^7lRy271}okbWoCo4+BU7-1OF zgs65uuvV0_Vrs!JhKi`*i+(MY%b3(Jq$EN#DXh^j7|N0L?cD1E6mrD)BMxIno?V+* znFIrsa>R$T8ziCfXekM=!a4S5b74Ydj7tP03>WjImScy?xq5}lXij6C^_!*k5~a(q zlIuzl=3+KL{t>26^!aQm}tNjTc~S$%n$ z-5}BaE={72F678kU5M@%@9TT^c2x_)TLq%RJ80uSVGGUCvd)qV&RCovBXl0AWfy3wcUo*Qw0>>&T ziSXfoqS(01QG8%i&jZ&XC>}Wc-$6L8XN$&x!)L+&T6Tj3j;p04LWkqjQh{sRh26CS z|Ixqo01iEU2X2PrvJlsG@4vTux2Je3|8oR!CtD#L5Ph}`e2v{80da?vgcn3XuEwN$ zFv1s*FkFN+xpf^;b5CwvkI)2u$yR4j6VR*UKEvF9uv;WH@b6L*UhNA2G&X>VA^{1* z#d*?j*iQNF7p44?U#?UZ_=-vo^lI|B;=McUq#tbA!zCyk}&7$AhiMYzcmXEtKz45`!RCilkPi^7&$ERN4i@yMm@iltu^S~| zEtirA5iIAnJxK31>S`M94eo_uWe-sM|DdJtZge-hn_++ZJSdf+F5PQyx7sW0ZuY$8 z@~zJ9=1o$4`EM+=8Q0m1AraVv4~0Tp?G{SEmP^XX=>)a2$x$qN5!1VMW2sb3RToi} zJ(S8~Sj2=njK7yE#Oz4COiIFQgB-QkJ;7wlFlrW%FkIk-Q9#0Qfzy8h3B$!lrO}L? z;aMfh*@-7)CzUch`VQ1mRtE~^_jc_l9d&W_isXZ(^v+M%#^c{1l+@MIJO9dVi}>3g zY7%vvn>m>r*VN1T5q-)#Y_S5Wuu^*GZFYl1k8epyn11pmLQ(6P6*Ijv?&Gxy#)JCQ(Nh5;#%g@-czGLMQYk zwqiI)_@sBfz;2Kraj}$y=?5zi%vw94vh+@EFLk<-EiwltpY+aG*bNexzAPmXI!vm7 zbt(DQ{lcAa=|=Ic9j;KPP~jcyHIK4IF8m0g9MHTq$EOz;~2GNPe-8x1)qh= zuOTSkXA8&y#b@i$_t*^*P`)iC5k4p?X`|P92L`3$YY57Ju?6IS;Z8d82fE^*j1VjpZ1B` z%qNtv)#k&evfCmi9@8Z17|c3TUstT^{D`h%8CxuWS3y)*X+FG!-5}B9LMaK;Jr*Do zwGKs@^Wn8@K{(3ynGa{#4HD&dN=XD(e!b?yce5qoXy0c(dkO%K{TEwp7WHE5QT9Z?wA|zqRTnC~R4y@RMiR8^ z509F9Fm%OrvQ#T(#q|U!iO@a3M0E_$y%5;5^&8#0ANRwj+RKR3m)ODv#Yvr$^hw8j zf!!eS2^ULAcmd*=r_F_#b7N#BAYr%&ZBnuCvEF@8;7!;r-%%LRTmA@5U<+HF924+K z{@lQBkeI-AQW9R}3-B{0fb(+!3B$!H((%nsyL`32X_qscvRVt z;&DvH?RWb-rsV!oI_7(96#XqvDWO_A=G*MHh|zshlc?id%E`RALOkb3?7Tf}u>z{F zQaa|h>;{P*e=Q|py3H>TidxTvnCX~dpR7$lP3*VQ_Jkqq28r?ymXZjp{CcHhrn4pC zn7&UsW-7ZuqWuO@|0=MdQHXlaA?PH%Q>PMM@%kI7-_S zDn_1#BmLh&IQFqcNt5!{PG|!tpD%XdF0vW~HyQ8zgZ2 zOiIEFhhR!+W~CTo2uK(%FuWF!FkIkdNkGDI@uGB|V9$+jsn^`tP6!_ilVW!&IQeR6 zt~>ctYOdf-0ViKmFEFl~n5xMLF01s<`r2IStnbi>n#J$l>k;9X)kOGDuLz?(70F#G zC?|dW@$dvWKB5xWFFeqH?M=leZti_*U(Zc9cfWW~&*rZdpV|r+gShxf{y&d=9Fz5T zIm+&;r6W#|if{7N6VamTahZnKYzq^d%MJ3mM0<96`AxXqb&O;1f&==Z3kJt5+N65% zw{MG0E+C|ZarPw#TCSK53A2dIc!kp=Hn86#J%DqXVUHJ>Wi@7yibi@&`fgCV$p!mubD8pJE6 z>8jODQYnl#C`d_!Y9L;u4=+P{dM@2Su0t7BG6enD*GGI$Dyl!`-`3>pviNG~=)Grm z@tS9PZr{`M%vKizg)!tY+BK30!)!(xvw^dx)N;Nl)rGN~7o{XZv>YQ8KPL5Cf+sydUJ!5`TTk`d+)QW9aBfeuWaTTWc573W9n zfYI5t$;6Y;tx_gF!fuc#{5UBIufjQg$L7M!(=dt@kT6_~ms*ZJPkX3d^ECAFlm9>F zz5_6>;%L}KmSkJ**mQUxiX414*mOv7$JmyIB_JUo$La1_y64lKe8q({Q*7(tj19;% z8w>=nAz+(O+%S;d_)_Z&u-KC2TIm8ke9Wk#5UnK1q8RAag3~1Q zIM-id7SK-V%E}1HXP5a7=>k0hdQcTb*#%V7yJuhi$hPiBH-SIG*)E)~nE79ju80it zeO5JJmoCu5{3EI;%Fg@=eDij(jy>n|p2g53U8PdRP*cl(f@T_KOkN6KL6>yF9&!9i z6-C*_QRBG7+F{Q*U$GEI&lwo2&NJB3Na3@tTrFLohxsE^QMj3}V3G-|j>mlk6oQII zRV^~Dy1?LCbrYJRZF(~Q+Gmcg-V1S_5KXwT_&KUQ4|N^P5=)&!mir|))Ub3lOJr#=lkO(z0zG`aQ5A(~A~&#T2F|22 zJ*wm23sl#`&0_rVh|67WRnJ?N!6qig?Qw&z$&whSH^&m;m3kx?%78;Y6mQY%rca;l z@xPtYS7L`MSgw;Ts(kc!op3c|dahDc>D1aaz|%k)`-yD+-8tAq{Y3Ac$GW%eb2oRN_bi2 zw)=QH?vyUj!}bnU6mGW5G%f-i9P?z;^x z#)GjvzuEb*RO94=yW=a;BJx)&tYLrdjxS1=<Uc1zc>M1B@Cets=opogiyRAs8_$L7w>Z`}(Es`*!L?SAe_nACJ{-ed0cz9(l! zAAcnO${{DaOU}iTsG2u0W~fKANfJKeRE2bb9!U&UMIpMX|FAFz&g;bHL0x|DLD<80 z^qE}m-dnmm?&B{6PV0H<7QAWv@xA#&Pr(GWXOFX^$(5dsg?64a17wBlkex1y`oRM`!b!_xJ4DYf3VI%a)!a zdz|e~84HVanKXN3MCx;pX^C`!9+56mMNxKvLTPHg`X;SEFxEOut!ACW4rtZmI^2R!g*l&m#&??QfjYE=K{Z2q|f%mZ}Js))v?i zz}g1lzzqKEMgUpB4-1tS&%ATIc4;C#%G0KbqU_2uuJ@76`K=vr$N?6FSg!Hu{RN&xVgq=@LCMxLXxP*=2AUoT1^7vU|s&-d!7ecV+p09=3_JaBC_ObaKwk}TX@dJLYr-sP!Iat>D{6he`FOr`fgVi=5DEofiTbp@<7t=; z9)0+c{KK2_x%E7F_3nA?=>2=@>aSfodusPxyYd~*FUsf6&6k*qCDA0!m{KJ%qBfps z3waymHPR(|L{YDbLNtfPEX{$Q*Vi!jm$mEhr47!e;C#j0Un^aaQn_DMn*bWx+P(bG zNSEp1e^M1i8ToH6@13+Lp4MX;3xM~d!p5Hbp?kGDr#Sjb$imsdD)PDULxxPfrSlV= zbw=+f@XC(7DHd&xCfeF>>U5kXuQDGyim?{{o>1l3>rlE888c)^y`fY17ofo~Nu!0o zp;H|t8V`Tb+Iz>TWJZlrwQF*16xkeL9Sc}BHx)(fuYFLp+G2_CK2;QD)HU|uP0n|0 z>fZb~cgy*XjYl_Z_I@(QKMgC`o6=P)RX${s`rLx@E$I?HZT}5b6lIskH1_3yuVP+( zy|yqJYH#g2a92|z8E$P1C!_6YUIAxUtE0{2QS199@f)NI^z>-g6N*8cshwgu8#6fa z^lo}4f5&d#E#NT-`cBF`|D-evO67TFZ8!r1i+3FPm~@dIuCG-^A#^{(f*a^b*%?P~ zc`d(TGc4ugU)#_NORNvwu0e+yz!s6;nuA4iNB5p9Aw3J~ap@|TDyV97V+4E~$WG}( zJ)+v7ilXeII?G&K-Lbo8`yM#O*}Lb}{1cnH4&0IN*q%Rpi0_$lN~^RiEU+(2SG-h# zk;UzE(cKrMOY}(VbyXB)m)41FpLOrwkIP`6eHC^sz>O~2Y`5#9k8~`T-$++cN-mdq zJG>t05o;iuc1)3?9Fd^0J^>I+cxAkzSMQ#&ZCdtZq8U~ zMaFB$1W_Fe;-@dOrQDeXz3C?Qmj@*;g+I;)h7%`Hdz!<2r9~DIF18F$sf24 zR!n^z{O-4`3h$HVs!W5P>C@3(Azh+J6)q(dgJ?IN!Tsma&pgn*tpl4U@7+82GVJ4r z{Y5>W+3ReWC8THe2c?-I#eSdu^dr(Gdf5LVRTQEPT*nd|I0MpjM2v@9Y`P!W0o^J~ z%ymfA`+&;$GO_#;!Ee zA94T7(|Y&6(EA$LX*LTRkAEihNG7a1mG~HO**PoIUzV!iwYA0E7q$wSx+@&r>s5I# zJQ$x)MNxkBAH(YJtNX5ZES^LDihpTQ#jjfdM<#=rcqRphrVG2zQtxd_W^~W7=?jZE z>H0+CP(sUt_jy&G`!^Z0+SFt&oR;r+5IT(RM{Ym5{?YuVBha~HBg*cA&b@obPT0zl z&mF`ygXeFBuK(y`hw_J9dy>>p*d{F zrS^enZqM@BN%#lp5J9 zg(FuNUo|kZPGm)YN3Lc`m*r^y=M#!SoMc#^Fmqf0Wj*AcF3+LMp;9EKxlclR9Lq0Pog zy*9_$MkMmF*xr_ALFr=iy*A=4=>k1s`_1Kq06omqo{4_wL^QB79%X*&u5iuUG+YkY;D83V>I-_1 zM8jzfP91k0Uf*@F!=Z1+C53tKz0wl%*D|bdfAik0(q(xRY%`%4M5DE`>+qdDhc`Re zm$M#nL;b9DwMt}Rv3c)a=>k1`d{z~OXd+LuCNjXd#_v(SMaXmd=u`6hXOBd+T zm?4DX|5mqmu5`6zTAt5L`z+}KJ$yVv6@}3G(^wS$pS!)q(iM?mzK?Num2`m~=Fe9} zQ8M$DI~=D^&*6V^zTz$C}WP6sz#%0sU~osEbMdb&G%KSA$E|wsfxm_O)|ANbz0c-+`%iL5LA@Q zwsCm396gJl<7>*|avJD9yG|!b7wG9w#;c-mGhab|LIrr5pnyV9!BaW~6sF_r7ix|# z)!R)hPmEoujQIuc)-q|a_;)H;tNy%OOQg&4Xwf276heLr2t`o`qbi>zy)vt$D^eog zX^!pVm5ECi=wbd!RTL#Nf3T(}+oWqE!+oFK2=_=A=;8hrLNSQblalup*t?co$+_6> zdRdw=GLrD|k-Q*Xphpt>R8fd_@Ei+sprXJB>{N#%w)QO|PPr6G!{Ydlbk$_U z;p15Or*wfHar|8sMcKu12JS$huL5>&-kE>m`NHvm!i3T(niA5pn9f`>Fc!MUtfJxF z#{+Y^bb%f*ouZ1O{9=M{J;9!RJ_g0Rs^GG*?gJZ+Zhx6iOS#04pXqNd0GiYu~Onw>H#;4_y_ zNf+o*fp%3CZsse<&z!|h>uVNUbaJI^-;cG{JA0lu)b;9}4zU`Ih1u+N4@cYe)C>#85}`;m-V(&?q=Njgb7NQII>G_iQZt8wEqYu>vcs)4n*m+AR!9=j+hd7!ZNO%({0g{19^1mUiXlUX;J^CZ z85Ui(bI-wKdpO7v06MAELNfXY1|IB=M?&%Nx?tfu5R`1Zg$*v6f~MLYrl$o(u$Ms@ zgSJXg(gLH~63rlgs2F^eqdke==79Hlt|l4}$1>Q?W87UBUxnVv_&Nq}VDL>0zKy|~ z7<>J zx-GO8xSVe7y!u`Em#YecPNLS-=PFuaiRR91uCg^6iRkgpj@%fNc=JIvR}FV0H$x{8 z>0AsQdpeqiN+sg4b&zXRGPFkYie?{uE%dx}9c-?CMr)!?pK)^{-ZEoeBAh`Pr)IQ7 z(=*oS%`>d4_`pJYZ3LQ3p*j}+>e?Yp5C9;zyz!!MWxxZJsKo3tZS4AOO(j_dGf%fZF z^4WHW?&hqA%l(6oQHq zR4Zco3z`PkL^zvoBG*Fk2z;Y}zaFQ-Tv1y})~>dkXEOGcDP8)en$qHlv_>nF zdPD=&2IqV$fYqT`M%NN6wDh`m_vn6!A{xiIY<1tYM5}@`-(P3B>g7{Z;WRqHJj zccChZK~P-SblR8VdS0{Qe#&2Queu2?=+>g~_Dnj3y=pQPZ_%~341D$-^p*5?8o1hE z*;;GT<0#%F7YQ&KegrHYdo}&zs%#LNzD^Z|ThnE@=drKZf>A&r zsOZPOR$VDQrQmQ5+5JG^dXDHZhi>NjPRh;jh%~!PwM0*aZx^#`9C}8ZHz+{+mAtxh zNSYFlPiVg?in2>>)Dk_EjDwJpuJ0(=U$8`eC0&V9B{I4;hE#w6fC`VdOVYH|7Nk1r&mcpQ*a#&Go1SgS#GeDlCiWvCr?ZZXtV*)}4Ji|NJ(eug@5t zD6B)B)G#m$Cs^73)}fA*-s8=qKAWv}N*Cy1{SH+WwUIe zeL=cF59?o7Md4<>g2^PTE*?r0PzWl{SFMPkf{lb@qGH0aPyx>5pAMGoXS%+t{66Sq z+*vU5MqfidZr9yI#$A}eJn%yc7h@dTn;nC*<$|6_s1#h#{#Oo}lu_wt;WhR>ox8g` z_T!hg>C`Mmj7MBml##lBt3}cEXUSHp@<6yaMzBN%V|m2< zmWg8vwS8?Ezoy~YU44ag6-#7iF-!JR=>k2S;6k2>|AZ=vvNL}&e6hOc@a^zb@$U7zpnE_1;MRPH>vTtvG%Su?(p8fYhtHnuC!`DX zh~qI;6lE8Owcp**|6324;op!ZUWVa5*Rgz6x?%wy@FKmNL6xk=AwKF6Ws=hYlLg7VPJ`#D($(^BydD-7vzg~f7wF;RY*iGZ*}RWM zG0--%H7Yq7?l`ZtQkr-fhWpsbtXm=~K6KKYy!( zi8<#h?iRlwUBwdFS*%-pUAjOIPmidg5bfg-i)Em@#VPzPDfpk217@>-y?1DH8F7VUlo_8MDywC9!rS=x0`H7~qEG(=U(iJbY)r_qT+c!sf zx8+QeF4`lusj4W-F1B;{wo>p7^}e>X_pw~}t@Mor6eKU$eeYe)HdSgS7G0xs z39&ZWa0cPr{v9T?g*y zdgal4$3AUgBGCekXKpN!i9kzABtvk3qHf{b#;HyzDq&!Wz9Y?+QYCs~Z3~ef2qXD{ z6q6rl38%dB{gX5m9{K)W6-C+QyOce;`pY4na_B-+T6riIDmz>Nd({u4CwX)p{Q3Gj*~9lqYM*NQIuU7 zYH@HBW1f99gck2J1m;T0!GgO&y4s~S=25kM2<%enVm$)8NEJod1y;i!nfEo69j{mf zLFtN=Dgrc=eXcY7h;)G-=6^^Pg`4>bR<1CV*OB_WF3at%uxl_e)o+L>3nFZ@(yApofpotD+EXW)F*E;EY;xFY74b;C3i&&i;Zq z|5GNxwXHRG@=Z4tX&UbDYaU-DougoD=j*RkdFH?K)g+#Fz7GH6D?1%!=IDvNmNNaD zjDGoeiGQS8QL(-C`>H6)uU})>U+=eLI_G-F{GWKO-{$FZY1v6s+JNn^Hi_?F%Q#`V zw9IGQ*ErRR3N5QqMd8*mnQEJTsjxqIOj1B0sMw;~Tul38wUYgzdi;Fk+*Z7i0Y19n z=(CKjf>rTRX~Fn+Sy-?Btcnjym*p7^Kd6dANbp)!6s80(P?Dg+1zo&%Yz$l`xgy#E z-&OHkuxk9JAjYh8rToQ+mFrK88>P$gi19W;pA)KJHVE8zR*a{) zz7p~%vs=3UCGt9VGF+T0sDyjL>{Oae6c^e)DNTn*4v!DI9421Xv~-Eq)T+1XbQyCZ z?z*hjF9GxYYtr>CmG6^kThnbZyl$;c58yo*NR@}*UzRT4!|yMs@>_KPsF@RjYf!B! zIX37yUone+BVEN(Sv;n;87L{v+#czYJiuB!0mpdS zUnBgJuxh+dn!Tkq&&k{a!ia;E71xm~q$%*|$fc?%+|p4Hu+R}6`4mtHDt4AfM^0#f zCBQ&TU#-XbvQvsDV_k_$v$<4VIkC3AKw*D2%1UV}Jo?hAilXe2(ymIZp&N3WXafY? ze@87Fz6qu^XQHu)%d+V|IZN&y=?a%Bxie~86KnV?Z=@J6k)sw56bDR-P4){bbBi=J z9tq}DQMe_j&|F1}=Q)Q03PHtsRSUzMI*u5$T{5P-|S0nbw(9j7;IEyFcJdY@cZPbsSEyo)o=8L-xr;~q9a>flU8FA(sdjJ z9)92jj!cTrUE^1 z!z9u}{D$wyE*`OXsP19;pQI`Au>AL`C`9Z14NGmHjr-$qIWG|p#k9ibT=8C0SLa_e z70c>`>j%c@_cVpv33Ra|(ibSuhj)Ue>@pkXmDyxziaau#sEVTOGOL&eA2oJ1B7Vfu zc&{|!rM8?AwfH$@JL`vgS%0~7@gCM+qKd-JdWG>)47uD-DxeTld|tKPn?vrm2iIFW zr6B}6_>!UaR&5Dc@JmBUxRBnVYQ`xzHvI)Y$!)BW7L&iCVJ&?}z*@f%FfCoGN557P zia{I!$1IA&=bLrSho3puJ7(>D(v>WcwYjnIp)sT-(8jVYjD5rX#=d){>F_Xnt11f7 zj5f2p272tPSQ>(lFxzd%96w?i9F``$R2ht@ZNrjntoIqh4oDa8Vf{<0C5yPYj@JQfYlE5H#@?)34#|x8SN&E5F{gU~7u5>j^)$?(+ zF{UQq!*9Qy{w!%yJRCnm6@}3G(+EY;BR{G$(9uh9^!1aA;|&XCiF7qe6-o^V1x8*! ziTDfvi=^rBNMwO3in2?jhJ>MAlSz0!`00GbGFc^Eky2#>OMBQM1y(U7_HM~@G81pllS%)tQ>99 zj3`w(M%N|<6}Hw`=^f1tX(Bv2(LyMSw#I?KbztOzL?R7epmej?_MADqMY?jOa(Gnj ziUJLG2KzO;oHP|47H3sah-SBur8Lm~){%3gY1#+wvY>3wSr#u!SD|!SgbOq{WZ^Ua zeqNdik1Y16qA0s8su#u*sZ=Pr&S?RN$1I5-OIM&&NsO#*u_$l|!p9x^18E{Wg7~f~ zin0r$stJ~}^|Y%=6rQpe{v%C(sbZ+EO`GLAq~J5X{--nz9x41?6@^<03d6au2zU%q zKq06omsvh)UNi~EJff@J!ErM!m zo1?4eD?DcYUL#$#Qk&dJFvnq|GHhG4uK-s0nFICGM0ohSSQUlP_N!P#18okBnF~As z`!}NDu5G6@T<=&UtEH<_sz~5wM3WZy1~JfL*ZRdira?-Y5|3QkRZ)~I7iH(b_(g57 zMLMOOqbui@YvaR_LG*S zcByn#OKr=iz9x2XLMNxJsj^{bAR>U{wea*7E zQMy8<%4&i+3l8{t>Z%s|I74rcCdMP6>s3*dUqH+C_E;zk2g>7Vt;u7ZkN3Q00o^KH zq0$AE6cqW`=st7PPe~Kw5zxm~QIuUk6Xzz{+7lV*`U+dNot>Xw0v6IP=}MIh3q#xw9r7ON1gC zY=d)e{B*x$CHavwOG{M}+}6X?;O+#V#x@fAsK@uE3Gt}Mo2n?>f>DsIP!B$HpnyV9 z5m(()j8wqaqK6OK0ZzIG47R+c;4twy8XYip8fV6Ng;OLGKQb_OGuF=c6v<4#QzYZ0 zOZDhg4WUr*5GXrlMi57x9liOCo9zYCweoMa9$w}uVe2YLQ?%9!Ki|M~>GC~XJx`UZ zs=ed*`LIC>_HEm!rDDo4KkHa`4O^ioCNmUeO7f=nKA@&oF^A!u` zVd;vLDwr|mX<l>1dtlwByJ7DV+JZedNimR9U9SRkL5u0*K<84dnS zpn~M#7&;dFIIdokCc`6+S5#4yEDq(dyJk)%7Sq$djl}VaWzr*ElTu{@2OfwLzeeKY zi0YCi#3Pko5sIRQQqe8k%DkS?sKXK~E5Al}5jkxppZCo5kvEpf7KIN>q=+WsI^U1v zY!JR1vMZ(O@i2clp^#_3syTJ~oJ?Aa=z6=J)NrOpR}3XX&CSuY)|znL)spKsHOu8Z zX+D(N8Z>AP=>XFkKziwdA*MG#^cLo)VDaJwA%6B(oiu$OIi0PFLUdhcs-h6HRMwVb znxzgob}G2TI3_B}WQ$f_#Rj=!G01wzy4osT|5A0esm3VZvvgHT70B3HK3fA936Y)U=qh|%(sxKx;*rZHRTOTyD6}ro zP4FaL0fnHVj*Wt1lSSpRztYFsl(QbPLcA)?!%`KZ3f7U}YC4CT#Ah~mSegKj9vmPP zMThm`8|jr9J9=R<8u9bxACO^1imKk1v(MXgs= z1FB|WG=!^etVoW5#`%glJ?x|9GFivewjd?`toCE}yT{J#f2pDn9m_vdQHbu1MSe`( z+Yec5igj zce)BF1Qk5&DWDKk@VbKn3PHt4)k!^40V_%Q!M&Gk+>%7R1->sD4X<3M)rVF)j6UP? z!cx*YX)W;|b+CHAOG&f+mXcOWm+DdP6roTU%~ku6vGdo4+S=jMtxI98LA$`g(46}v z_a+ZWSF=Rs=El|POicjxn`8nP2*-%;WP6)5As&9;ql!W_p)D-3f$rd)yr0>ZU}l<^ zWgU^OjG|zmK!JCD}w@sV0@N5Dx?YV2xh1%ia{34MSTh8B2zHa zq${J?VxT}F7@t*-snUda1apomia{34#eE6pVpA~JNLNNtFi@ZnjE`%xUYZb(U>2*Q z7-Yd*(wAT^F$J?)x-yD_fdYkKe0-ZJX+k`LX;(!t$bz}FFTq@D3TC@>WfTPi1q#9V z?4W!=nh=j*wyB~RWWik4mtZb41@pReWfTPi1q#88^zM8-MoB&PI)lrp=!wWFRE1PSiDe=grUKPb)%f{sfaLLB<1FVy-j;d@Nj)1XV*{qhP z#3P%ODvH6Djms0@l8xmGctpB7s*h|vt61Jk8B=LMKRd2aXABAva!4YUy!bj zs%#wYfbm}0ye>_NM>a=PQ4F?hT>b!;Y%GUBuXJ@(W#jM&Oz_GkFHMO@HgBt<7;M?N zTmmlHSU!O?IeqFkXr80U9GP)SA{kVNZ zniLPW52>OMoz8w1*g$W1vGd;L?Q*_ivE-#Iq9hiFpKCH4`tjM;__j1D9V2U3#Dp#Xg(Z_DNIWk;QYWDBQA8 z=;lOE$@4J<6oQI=wreXJD4r>?%TV!o&s}GiG-pdy5$}}QVYp23PMLotO^ZiSenBXT znk{8Gk637QuKf$P=gjHKaJfuFG+CUy^)pz8OPBBA?hryzl)L}Gjlw$V8kVZd$YF;8 zFvb4@hO?z9@bLIdRTQF=Ib9Wn=;~O~$JEvRo10>>iMn!ES7=zSF3$Fx8{CJa*&w41 z4jW{O-^Bbn>GD0w&`2o$&o;P^N!L(@!w$;=IPBM{t(B(0!{dx93en(_swhN*V@a2@ z!5y>Z-`_0kS!piFXoF)3ev04x>uKroJ-YCeDhinI~Ck991|7kW2b`0 zhhw5*`LR>Mw!tw`F^i}u>K|3MA}0ITW}3?{RwNC#e|2H>ovPbx^xetXDTvUb+q!e%N$mN zZwl7(8>H(i!|j4j*P)Nn&pNnXx_l46n^aMV!RZ=R6k>2WcL^w4g8c(G| zG5D@kOXtSU`rOpMQ^Otg^to3n`MLchZw$#d}JRHm5he+_gSs>1M3IuHI z#^4zU^jvjYXl+DqPq%h19+s;LhuUdwnVZyv^lFxk8RDlEEwMy%XEs;a8jVEsIQ$x8 z7EpLlZC!TUxfpx|>1Y}XPQ+vDAnmARXpP_#MXmCTeW-WFyTD@OT9A$r83SDX$c)wm zFzsfz*KdYJNoqz*G(BUD-dtdC82B3sq%*+oXegGN(Kmmh@rb^5dJ?{OVdzlC;^Eu} z-H+ur8|BuFX?+tH(c2O;tbti4?dV6`lmi1w+)v#pF%?*PtmT^+>ciwoXHAn%TIt6^W!4;zxL1qpWQI zecx=KVrRR0|6Vh=->9ou#633mf_AgU&6;^wh*t2hO~w7c@I!V>r0bPr|KlX6s#|2N!QokLiF%9cUFMHq@ zFs*ee!SFMr3GgudG*uMBL_Ap)g)k9W>!vnYVj$?69_7eg$OE)Pa_y*Oh7QfI1#}l<8}lijWrB@jiAbiA{cA@ z7lP5o5(J}+$q0rU*C7~Zyo6w^u?xXa-w1{pix^a39flg$b8IDpD;d0qpvt%h!D!<-1fz_f@w*=&7;dy6s5XWn zmP(@;V-?0u1XadFj`cD~BB(aLgJ86=mcda3Lydb8j4*CSP-TokWRs0q7^^U<81;P^ z8)uw{V3g5?V7T!lf@)(2$3Dnl4uTrv5eB0XoMKcU7->`^vLVKJj14t@$>47c_8=Hy zoX)XU2ESwQVSaZi$Eq1zi(riLJ&wf?R2c0Dh8s5`7-HPY4=?72e??Gj+<;)Hp&_U- zmUC=8Q}!mtMi~$C!;3ifMFhi)2!fHuqX?>vewIQDY{LyatgO5U|!B9g-Fx>bfKWsoyWn6(^ zim?>Ic;iw8la03!j54Mps5H(-FxvP&$LcvY96^Qg69glThY(a5&mb6POhPc)xCX&+ zV>g0oqlX`^LQrG8%3v>ok;X`5-AH2_#wv~Z4E~3~2m~XH`w>(b%lP3(5R5bqBN%5~ zgg-FNaHaCBaAr5-ovr62*w(JLNLY{ z#S;4qC;2mi(ZfjA1fz_nId(UKO5Vrj96JHQXyX?gn}%Sh@g)Q!j3xv%#sUPD#!nGc8J|Kh+_;NlL$UNq<1-kmFjgZN zYFvPz+8BZFDvWPq>@@mnGsr!Uv2$n>0wlQ_V?zwIdKM4MNNI2q|RCgf;sk^_W0tV@Z?-D9~KV-6pQEw zp;&4DL=>5lrb{&CWpaiCu3hla>&3$f*BktE7*O_S{y7|ePWd1usDPiBnm>u&8?DGN zApTY>G8`hitVjh!-moGgAo2%@)In(#_@Otb(Rm*t+#>+@Qu8O_{v<~#;rXNHPkR0( zD}rVI#)@E><8B~Km5Z^=4{)RkvNxMQDf=cXg4v(7BAES~5JAGKkQG4KJGS^Rh@S=D zIH%W$evuWyD#fixB}DGEB2^GMU`47Sa+D+08$n9az6O?71xRZSd{_dwhsqN%e^Sk| zRs?Id$BJOhzH3F0^1oXVr2HiKgi0MEGlg-bJx*L$2Tv#g*6k51f_3{AM@Uu7pG3zb z*aL(($zKe7n+I`<0$rJs{Uu!A5m4U>)I-n}sP9z%iAC1)PteZNRGvHpq6I#UL~#rJ zCjUgF@9`0z)zijj)9+d@XxXEb1(lK2S2~ZKgYw*fAG%<@bfe{2Mow2!q2(RNXPngtZ_dG>4ukh#Fbx9T_@J3$?M?9LW(+=#!6zZm$Gsj5a?vXBZ{F3cr+Y?5g1fKppy}gFCSS2 zj~>O~aSWb-KsV5shbsIyHDpMLYZVY-c_zecX!{84XjC>M;voJUZgE|b}gTZ_Z7Gkgn zgT)vu#b6l*1_m(<;uvHxxD$h?FxZX3GZ;LJ!5$3uVenZDUc}&A7<>nV?_%(M41S2g zk1_Zu20zE(?-=|q2LHm~KNt*o3W8x6RA5kvK{W=WFsQ*`EC%B-n25n~7)-(71Po5X z;35nz!Qe6suE5~E7`z{Y*%-{lU_J&5F<6AbVhomIundE1FlfZ!S`4;h@Gu4kAkfL4 z2VF!f7Io^Gi@>@4ECzcp*oVPqF?bP!moYei!66J@!QfR4UdQ0`7<>_fFJtgk48D%R z8yI{OgKuN-CIq^Hb}W|o)g|!g>lnO&!8bAZHU@8E@I4HEfWeP2_z4C-!{8Sf{1St= zG3dge8-rd9euKg9F!%!of5PA|82mQ|f5YJK5a?vxA{EXREyHI)f?Vi&CO4jz!Gh^T zFsV0ZqOk}q0b-B31@Qa~YDEonEA_9gN7&oC9%0|>dW1c(>k;go6V45OLwKvem#b10UfSV#*#z5Z5CdPh5|1ba6exvBvcXM;_NB9EV(wa4^D0I5=&k zQAxybcoH!jr$h_~ED^(z3S&5OnN`7Y%X+kx1~3uB5eQ??P@y;!i5LzuB8G#Bh~cOr zVmQ2r7>+X{h69d>;m9LmI0T6pjzuDdgOZ5h=p;`)h6A98;YcWAI3$V~j*TLQgQSSzXenYiY>F5Tog#)~sEFZU zDq=XQiWrWpB8Ee(h~Zc(VmRoE7>>RohQqLk;dm@!I53MCj?f~8L$!$Em@Q&Bc#9a0 z;v$B_xrpJoE@C*qix`gdB8Ef0h~d~TVrT@27+M1&hGv0?p?x4?XefvnS_~qFrh|x~ z`5J(uf$^HX?>bj)$8Jwofx^$2Z2>(N#+3ayw~7@CN# zM`$p*9-;YYJ=#ikq==zGX~j&WXkNM=p|NQ_0t{gEVGNDWtz;^S7}|^?hQ_0ap%p1& zXikb4+La=P2BwIir72=)a*7z5oESp~>sH!LC1SX(O2p6_6*1f=BVxE=M#OOEjELc; zk3uYy8-p9Kz;GqUK&o>~XKsSE&&vMPq$oEkl4uLTPNz^hL|)#ZVFII*i9|Y>TG!T` zh;##@2iqCf6(#K+OT*?CO0xnyV_EEn(9$yMhow&!_hR8@CooxLl($kK0ze8F;)x= z{}uFPG!&|@h0haXHIUKhN8g&tkq55g}ee~gFWQN8g9hPjc% zi)G1W?ZA(*X&t_p8cOSUYNIWMth1iXPPRbYc$Bg}Mj>uRsy7~o-&y0+5W;NkNdmAl z19u&o^>1BdRjaVi5GlkZbI5TVP!8Y;1`8Q{n!yAHCo;I5!5Rj?W)NlYUksKon9Sfh z1}`z##o+f0e$3z`26r&{Ducxg{=*=};A;&2o53OmxMU8*U(d0X46bDGB7=JvJjVcM zX^_EmY_)I|nqyG-D3O9$_$=K?MVxT>-N39Q!4MzcFBs8ZDVal2(5BI|evMf`_LvsAh02 zgYPkjF=%IiGbPAyD}##}{FMPtrQn^$U^xTR%l0P6aE1g)E@JRS1`!62GQb%VB)N>i z%M3;`_!xs33_ir*;|y+NfO8$lo@MYZgVPvvF!(nEoXV(==1y$o>49P(}B*n9^6!(ar1 z`xz`_@DT=w8C=C6$e@zJCm8Hw@D76w41UPq90qqX_yB_k7}PTOI)gJAe1*Y01~~>> z8Jxl35QCWvo@a0&gC8;Y6@$wev@yUXb6~+iju{M|V(?oAxMU7VKF_i5GI*Q8Sq%P{ z!7B{D$)J(J6b8pL_&bC5G59P4Tr!6e9_HA324Myv2JdCCg262eY8ZTj!3zvFGk8CP zZU!3}oXa4?;2#V|G57+5{S3avU=xE*2Cp%g%HR|RpJZ?eg98l4G59EhXBqr~!RrjF z82pPtg28VXY-jLg24fg}j=^IL;tbxyU@U__F~B8r;OAdB_GbnsGuXnQjzOBi5eB$q z4*724*lY$*Gq{_<;|u}}-e9nf!3hk0!C)GLFEMChuz+qO&YI-D*hTqfY5okyzR>P>C)auYpm<~ka8dy20 z)YQ)0X?^GDY<;ml4P)~+T89qFojwl?uwWDnfZzo-RI5X^JMo zVp(VPn{^gv)ye)r-Z157H>^vyCgR%sI2c}Gx>Y~}rnDzgu*3cetzmwHHuKU;I&)RD zoj!2BgMcy17tFmvg8Nd|3hJveR9(i4_FInzjCR)~5Nl&h%@I?qaXh&m~HZ*3* zg`OqbEK9o?v$UBpONLpNwlZdECu7#=B@9Wz@E!WSmcpYH-b>-l6rwrSLDpE7_Ahpj zE!IK17qhf^F-v9s*+b#! zl(Ln=-%3cp9sV-&Vicq4_kQg|_if2HsS3N;FsQ;4=!)_4v0OzL7$-g|f!+6#kvU_fhy+3egP8k`Jh$9_kYnXV1~_RGLx;QDCYNK0a0pG$3BjghD4qge5nL|>w$)nZu?DGg_lD}XCeBVjI)v2b0F9Rr^uQ&b;5zM1ei*g4C=lvP>8{4 z*E1m*Yz7h;b2UrJw$X~ThnbJdWuC>#+5cB&X8{J4Lw1!ZN?xpb}8!iW7#ubDx zH_5a;9V9`8G+^M`U`s3+3`JI>RT>F~v5GChNTj_5w3c0AoGt+A0#>>Jrwd@Z0Hn*E z(}YKJmoL%S(HLE=r!Lp#5;85M&70S-5RS{GQk_uh8QxL>O|U)Mu7iVAr($mht>J{u zVj*F`N=W54fykqv7cCme9uDTU!6XAjqsLNO1}7!jJn%^-qs^JL9?@`e09*u-$MhJS z@QY{-X0e5*(Nr5!IX(o(U*S5INFbGIZ%-s)f7%)(%KJQb{OkxaO|x=nRt`Wj)2FiQ zz@Hlp2f=cUr=vHMwg#=kwp4pGNI9pg_M9_d&sjL8OYFG3u31lqrfTyzrFM<23=L)< zaHerdW7AUY`b09KErD~*8PF&V^a4z4pmtnRZvk%U$-qiI8Ao$FillfR=gwMgCe%1# zijG9WiEJ&duhE)A;gxzkf*9Z9t$$p{tJQ+3^tzbttoITujB+^Z%{c;;!&%=`>j{}D ze31OLB=UxJq>f0ybRPmTZSCuV`daW*r=X`uIf9=M70CMGODZq6|10{0OU?n11&uTEU{PC5Cx{kco z)45x-8ez{X_vJS}*mKw3{NuOf@5xcGhfRap-+A7`Q+itz1j5(eK`)SkqxdOqiN8lu zD2tO6%mNazvcREy%tC}+X)59Da2W1E!IcbP%bfYko3u62bgSmdsnyNA{KBcw6+!-J zn%Hx(4~3a_Jqc?KsYEP;-FpyG1rzc3+GGY=Q5zF`2NFxUUBqJUfXE%d+yPr|qI-TF zk7l9RRL#^Nt$X)l`A6=|?|mh|=}^97pSG;N{)1Zn;L9e%DY~2~(0X6n+WS}z<$I2| z0-01ZoD^t_Lf;UKL2n)>L8p*lO6?>VQp2rulsZ7EiNK2*k?D~iODZVueX z7ommsZ0G2;Pl=tmz&u@V7fp)#Dzgb)uFcjiK3`iJje`}T%|RAnwPzJ6DrgRIaXq~z zkzDB-VD80=Q&t}`0_Ip}Wp!44oH^Xpn~0GJF~V9h43Z3kIJ_m2PNtKJixJk!VM?8I zIE$=mA~ZB|ob9bItQ)7BVF}z}zo3IDM~R&^G!r`u7(bU$XiesQBSk7js)T3Bp}%t$ zhYN}}v!PHa(jha4v&>nh|5BTqNu?8Qq(`t6o|;C#mOvqT5-)&=2&b(fg$LorhZCle?`fHF9Vs+l);;p}>?d)tFOyYECMTaKP|FI0B3#VBv7m^qzT?7>Ae;T->^9Cj8IlBKL*1 zejX{l+)J^(HU#}MFvseug6)aex_F`uZk8!Lqp@&2(n}be^ja817b!5%n@q=+zdO zrIPCT3^o>Hg7J7TVooZc-ykCYhD7=dHddZMJRUIfK$nvydd?}(GZ*wJnTTl%U~h_c zo_4(+ZE1yzds|_d1(phck3RN}o|ygpF_I0_&c0xhO%pK)ps6sEEgr2|lBq zg}}uGv@6-N{~ea>GwN9xT_saSDtv6AaC(O2U(|;(b60K`1nh2VUq^B{6=|T%MHHAb z+hswSnU3p2uuPO`zg(kdNQW@jEk+9Vd+FdOL`XFfBFuFww-AGu5bFtu<3y7qF#XBD z^61e`Tk4v4sG5pIo#|!Hik4KHvx~%)2Ttka1g3O$gcI|74|d;ifA^#NyLUX>)48*| zV=I>8qj@W0q1B-vv}Zk?!8YwIF@`1jXddMXh+NLn&!&EMX(k40l!(B+UGA*rE3oj5#e8UyE9AS47>9#Q}>|W!8v0FWWlc_Tb z)7`7c?$H*Qc8}J$E}jmp)tWfB#d74hkBQ#84(87&xi%dKo;bWpZvjTOP z)k)+D%R}qHl#T0J@5>wVTW;;%whtO;*DDVoH79x*Pm}3&;9dMDmPrYmyt5MI&U8-! z&HfMldLK$;nljC#_ZNE0SQ$^OiRm!k4MxDb7mcxp+$lO-^vqFSXYqx+0efC&oljkC z6+q5bs{orR>oZA-$J&M4*-}^1B3ya(v*#g)a6nr*sN1=Cw&}mVTw5Ai2{I`-K?DI^cGvBSor7$+5IBYZwdy!cIEE#4kOi!64_v34NqizodapbMX12ivV%^Ok1#yuquTqoO*zZ+cBoukCAW1^<1Z36`a_rEp(ja-C+MKo=nrX6})o-qx&>bKgbeX?+lh83Q7tlgRVP z^FF_T_Hx(|#A_+wc~~2Tg)Eq6wc)}5c*TH&Vu?nmMcm1-4y1+Bxilp1Ec!%}_H-B} z^BeYe9l5vrfxTUa*LNN4cs~|2#jAhlALVn~{MLz{-sURM1B&^DOS?cQtPkSx&?GhL z2BcEBw5>z|D-pHhtbh~zJ?0$sotO*7CIFeWs$2mRR41ySaUgRo!o;cL?Dovq% z`khp0H8yF>lfarpBwmULeViklBVc(FOx?p7!HJE8jQSSz8eq?}lvJ~b?9vxGW%pJQ z*`+UX%I@l>ivr;HG?!{dHyg~oF*Hz;%QZdtwAElob0392%JGqMtmR1 zq1?_^P$(*3&hX9LPKwTJ!j6_GI{NtS`6q7g*}AcJ(=+)!4|N^PGL2v-bZ_2sbo)jm z(`QiPH5{;4EZfORUp>-C**)5E^RKMW@4B<+q1&Mk>bd>p-o4ND?q1Km61o(g zyT9kzr+N&Z@ps0HtBC5^a5UL-1t1r%fTO-xxyS%} z&vHGSN#Zs9+PrJ(FUJm=9n;CebLuVdVt$~i*1wfO+Xed>=&06&z(x;6f|(RJeWpbS)EU;(3{DTRja zE7*e`4Z}os1q_>LXOJ1C)y=_;HGPq@wxBjEGAYyQeWx#S*1|3-RujrVUP#(CUTw6f)cM%0yu{OvSHjV|BsEJd!m$#ULtXON><&ev%AeVXR zYs3Y3U7HKOt_D4c!v}69!@~_^{d4EXM2aP9yI^1|0xoRBT4e+-k!cBr+cQKV?lZP6 zQQNb?9t6$;Gj7NdfGotmX|UanP!T!iJ|vCOz_tfi#DXQg0zXigMJO^t;Y4#3M#EsM z4(r_TgD5(u4~hy|0#+8HXu;JMs%hF)Ca!5(>+1Gt+UiyakRq6p>X&QbL>rt2K`O0P zBCRl@Q)?5G89OV2I17OLcVbTQ;>K*-WX7H&Ksf@*m{YXp_U?JE=kRS^2iA8Tc;@KS z&mP^B%Rl*K_kjc59a~_m&|q`lZ0MTP$Tnf1+7SoaXm*V)6B?0|9^4{sGf?f>z^cMY zIkr#8<|Ha$>KiN)!>$$B)3+p)N?WsdXu6OA+kiQ5MAFXp?~`cOR%9yzZdvDi-VTcL z71@a}tr4UJOH@lk_{9usa@JsNFPx(TsSU{xEFHq?a35?lw+p24J0tOQ(A-i-8u#@+ z*k*1OFteFk_EMyEQ_PJ5O^i}oOxyX02C=GamqCzLm7+I;=?MG(+M!9p)|~K4>R=t+ z##fLa!r|pr0S9ah13y?a9SXP8RENHc9EPSnb9jHBNKRW3Om^8!$62=`b z@Z7=&j(*-uT4Zc6-MiNGm|HKNKqxjgxHAwJPef6Im$-n&F|RFFG_sIf{z2S6%0=h; zDjH^IoFPCNsOaOME44q3f?|;Pij@l6;6NFjZSIV|O63er!HjR2{KOG!8A6 zkFo_}i!ABu^H`+tq1aUn_TSlZ1Rw|1w9d76G5^XTm>}{LRI6)fST@z>M;5+1J7(Ay zXu}*_RhT0aNf#nX!l7u-=pt#Am?e{U$4LqpM0Qe&%!X397d;Y$!;d)d;$RdErD0;? zwT0V|t|GG`#sZ&DfR%a15-4DCitGk9OteKf2;;#^96+vu_4ij zdouI%qvy!oJ%@L|X4mc)c6Z;tC4a|uaBAc`Ugr5r&ufQ!_uh?NaIp%tgP8|AQVJt3 zv|>lUcMzpjWaa{US1~hJ2uCq!yH;k>@!CdC;c$3ZK4_bI3-^>=OU)^Da{{ehwqD%S zJ%!W>_mn-iIhCf|!rST~?+nZB3Yx$++x56nw~6N9bFkPx1~2k}f$7`U4!&L|&%TRP z38$2kD)fkf0ZiGP+&XoU?_NhUEs|2i*kw}mwYXj1NeP~ZFJ|mgE?9BITuwqJ)2r$H z%F!p{H^_Lk#$GA*CBoKR+@Nf6nEIebET1xYM@=e(GdYVts|k5@9ih`;|3UBbk9B`~ zefLXu@}j@+&k1V`v?HBJ!vbdz41X9++FNOjCD@)`Wo;26dj9T|Od(qUEPu*I)1d%l zE9?@&9`VY$LdvNy@6Z-v3FPqxHxU>+(9Q64(eL~L3Qo9X3W$O&?HSiu2&{GpHYUSl z3_n0d6yqU0n_H%kJpkEV2O>DTlb2KNl;g6z<75Qw^(1c3UWR0fA+JylnAxe7dW2m} zFz3Wi_42NX_aZOFkXOh7X12%ylTOM(-9b}bgC(b_+WZyZ?7`t3J~Fk2Pg!ekuiwG@ z>EB-eFz%P<^&oP2&1O8@i7%xRxSb;1qH`-y;ilU>=TksR%w2(15S?2gv%3nM8F!{L zMO2&f?6t8|q*<%7&Lyo$@JTJ+$1D(a(gDhx@2lJ-xbKKFI1!1tTY+F_ZQ-UR*eI{B zp*r4zbrc((3t60Xw6ajm&L~>5WhQ21dcR~?M;nNYnv%${vh+g+3@e306BAiupi6~~ z`P6g6wt6bf?@ewZ<%MbcvSoI^=_DH#@F2sc(kQF}5*puEx#Mkkz*E5|LZJUc&J=Q_ z;N(~lWcF7AS>tkadpMAZ4P6D%!9Hu49++*Cxcd#{E~TV?wvZC`IEs|S)Y^r5nrx-U zbSQ~O!>A9ar)1{HNA|YZcUeG&Us}?WaDpq9ftx6t-PC3zK_VKFVgU39v@i&m#p6mRFW*dfN1^t zMOzNocFZ|QCa1FZZ-My?C-&4S^Fb0M`i#Q3Ti|SPbz7(%W&mM0$VcUV3(KX1E*-#x zVDV!@DsB`JG94cyZn1HO)1*wJ2B%ep`DhRhOQyoD&>>k1+n>bZ#KsvjuW8vp-asL5 z01i+V@)8BsaXmOegtIrA;+keo#5M;e)x@KF%e6+UY@}Gs1ucp#h#xA1&w+82xPr&F zZIfS%Obc=bJ9o}8=VfyVmAMXJuFG%P+q>)2M>pNky?z(cA(oS^@+}DSU^@|bYTUM* zY!z-nNNuNJA}*2MvAcW!{`}UCp3lCTKlBuqHm-08HJxau!$XAD^Eg*?^fM2@GDg>d z!$%*d?N{SqQ*#EciAlk#5;rE!>3*E6>E5>C=tDcY@4DycgHK?Y;^c!>GYdAuMwV7^ zsI4R}{|PH7PCi%_vtS`HNq>UX?&nxIu&7xD6}O78AQ(k)^kRaWbVUeOu>j%Z%AmlplLVU4ydu#cQ?fJupdY*iw=kOMu-yu!H!DrE8L2DDd{d_Eu^JgT7 z@==#ykzqk=BfLEyQBs5IxBeE`TMRAi5d_{q$PW7l!!W;s?8Mr0V2+QonVnDe+9Vrexij7pO@oOKIU{y2 zyGw1)eLFoc zwut19Jl=E1%SeoOY_f<#A1Vte6i&hkd$UtuazZC0j_cr713^;W73MUTR0yrJ+Pq3ZrY{*9zko1CHV8sz{Idl6wrKbWXf<4)L+Y#O` z-<{i(-+VuocwJFlf#s<-q8ED@YEG~f0DqgyIdF;-4@b6vkrJ`i^En;ShZhUkjw@K) zu%I0~w*c5T0N80YkPZ)|@YrMkC!QR?;w|T_foDXUFjW7*B-f)`k`(HkK|BFc5e2;q2ysqGq#?2ULGQ$cj>`ns@ z8#rfqiPbrE$IGJ_nWLW}WCcexB10n@k%7M-k(mpx&N=<1=In{5n1wprlf%KMV}D`u zCoZfv5gMrAhVDlXV2w^IQlnU+g~#~TDE-dRlz087B*_o z=iptGvl|wH)bDaK8VJbX*U}SlarqM6xMW_t1a~@3gKLG10NpJFF}$_Nyt)Wtc;%3J z?-0b^hq2>;TI2ojYomS2YHj2ehd_Mq9-=ue)zZo!&VaZsA%gPeV0n0XkTI9b6CMjI zyC~29)*<1suyTk3-PaF6i3_kqycx(?NF^Fq;{&|G$5_lHTv3pwh0sPqX?Fn;iXu$# zoxE7CbJPPMvL0!|t9*=QOyqKWumm48GLd4|=_S(Ko>1(<9?DvTICG1F_vRiT>N=!h zGSYB8(;(&|J~Z@yXOGykX=N9JqqC~8#)G3TbX(3nn?TDANDJP&V|F$|qvuBdYWHNU$Nm$aHb*6jn zmfQDEW`cn1+Z6^ffT9B86CWZXDxe~uqVg0Kg$FJuJaJ)D*#ub>{@-71r|NW_b9$!x zPKNjX^GWJ<_o@2TxAtHCwv#I!WwE?-tnqbFcc1E}xHtVnyl%_lRh|R5wTu!$$Fg`O z3Gn?OK~ZSfIl-l<#zBHDGjF~uCZgsj%j>%eCd|Kq253S8Sq#=V6l_PCTHjS%2AY4W z?6R&bJW`#^zttRmS-!sV@^-Q}%W?KjZftDry|%iYd9h-b=6<-P?aT|CTmq|egm&iT zi3uM2i~X-bFE1{LU9j_|4qa-$-dOX3xxd&aDq z(|`q<%8iO-L5W{4SQ!8Q67?6A?+p?1Zn7mk_@uTc8d0|VPBdolkOYPXRU=TWK9>+k%(AUq0#Q6O-b@Y6B?PjNY^W?$sHT6I zCNo8q>fg;Lb8f;UQ4cj+(lXo30OTf2vh+}!W$6NvibuFy6 zG{=x@oQ7Lp9cHeIb1REChyH&PA)qjE{Wo(2xhTzo;6y{uF=8ddl8hdM4mY6O%}h=! z8Ga^@W^|mrh(dESlUZdfnf%^E5|Ou3(;q}l|9Rf@T!A&*bQyd=UAXkPT5^A66M`se zN+3xpUz?JYx`gRbwj?PbDtH@Vq-b;fU*s5X7`~*-Rt|TFj*&YTTf*2eiX~%I301f& zOHU<%_?HOrw+Qh&IO3|aNzyM3UzghtRP-Y}7^MUZTb;NAS%Oh$wH;?K+O`FwkeLvL zjV8&jP;;)J=DdqHr%DeWhtRkJkDN^Zo7KQj6#`66X3V0ffO#U|9;-UT<A`0iGPkd~e`1b!7Y(292n#S_F8K zOgI0TPAuNl8<)a)+)!D+`Me>+*@(fUnsfqwc6f4gb>3Kr-@0DTtaHLum zN&(67{xhjUi;SjF4=t2GrzTVAzW&E}ldE>hLPgjRtU&;)cFF<->>7Y2Ms!MRN-kDVM&J2uR4PDd~&? z%-jL6_&~%xl$&62C_h7OYf{@j%iC6U$uq+UVxT6KFV_9?5z@biPF`zRtdc7t7lfXW@sl_ zD>rUF%1vS3LJee@*_4nS!&Nb8mCP(!RdppTr(bm?l}#}#>VJ-A5Cwtk|0AD4dCd}| z8azS5HHWT4Ez4_`rBusgsp7y@9hI_)vaF@Xs-sdAlMviu)fH`I`kp~?dcL=&jj~j+ zqEXr?%bIOuHIC9oS-ec&NUWkHeY12Xx=dtbW|2COtt>M69x(f+y4s3P^DES3^ZeNKE{~z zL`IA5YzIQ+a|T707bEp`Li6{8<{J!6|6BCK%jt*zHCC;Vz>5xFdCxzAh1=c zS3*=34Hgsm{(T^N86kQAK7r@XtpnsF&?a(0IZ5R->i}6mo4#gvFObg#7;0mpK&}uG zFsJzei{&ItY4L6-_Dpsn8;1X;I&%Srq{3dN1?HGJ(Q_)o6c)xUM5VBLR(Gf!Qo_#L zc@l^ixsolLRX;kk{#i684vop#d`up%u*&B0j$zv-`^dT`rLJLl&8?i(&+_t~;QM&4 zpe^YD8}(d4D+}d=ZLcOjE==sKkNNBVmhfIo-PQgp)QRiXsHTfqP5n#h zhc^9i8LztPK!VzyjMSw{i8GE22T{|+rYZt4uswmW z?Ivtbfe2)|^GmrO9gS5JaYuU6JL>*cIEm^H>=fOGw&Yh&YN5pbB%hdbKRI zGDh?rzQtB)pR|&C&>yx6S#4F?C#~>swf(11Pg6kT{!@8RSFJ;9AmyrcScs^Mk)5LY zC?;`#n$_3$)DJ%YAy7ZG_zxS@4;%Rp*Qg(^%8IH~(sn)6HadypMzvd!k(Sj|KYMoLZbl0R*+-~<1 z!gmqE+c?6UkF@t6>@IjbWA2_g9Q}-lX?&!lLf3pX3OTx*N)g%92-)ih+0#etyOCr4 z*7n^9L4Ps2cM?Jh$J_66gcezp-s-xbz7|=OUc5ZIFR(;}rAt_1jwKIoB1gbn2k@5| z3gw&c!?KJyYIzyXm}p{X9cUMNw80_rD}Xe5v1d-+vuJwcJg8o7Ju63!1dv8A_6ie1 z3$QKGnJucV)xv|0UVT5K9{yG8;RC#fE!S?HTtygT%e7lCX^m%$G42zBZxDh*BO)k` zTwII562ce=<_Q7C7w#``1a&jMCQ5PLj4usW3@l58g(3;}2OLW-mbA|g8Ce+OnxSCC zxmZ$`HD|so3*n>|l^7@v6AFqR+`oG?6e^mqB>-_93RTvKL<|)75DE$m+N< zY$4p{=R@vu`IEq``L*i#*R%Y@3Bo}h`Ng)E`xVI9V(vtxwd8&UvYe(0ap0(V@b<{%2BlXkf{!4VUR}GZlpjZg@*vJ^^mk=I`U)+D`Xd^AGUQ5Fu*NwEW zc(ues2AWq88VX+AeP60fXMq#}f4jG8vN{HqN(a&>479p-q z50TPNC>V0xjc??r$iVtG!b(wy`@hJs*43@|x)m(%`&1O`nlhJkAxu8`FoW!p5YlQ6+ zgzeWkwmQCn$;DI<2uY3Yjzq>LzA{0P8J&vzAj=Ch?!vTruX)2MNiy3CV{z z63ZCnaT`a7P;5EzRr%^r#X$4>goeTf_dm?hSY$qm+KEIVw#a-GozcP(1Kl4Hx~r+L zKElyiP8dbi3~M_SeAsfrsG??gTP+GPF#HK&$Oywn8HWC!s~3kbzu zF%1|L__0!)N&qpHn~lBm03@&g|4=<+OE*sNHi~$Y_`?^60({IMsRrz-3th z{9gzK1;_1wo};jsWalX6wP3ldau!zCVv?!F7S--w6lBxb1(1;pl%|{qPO`!?);%4^xi+WIt#zI4xtu_Ttijx0P#AD{4f( z1ffJzb3u0zF;xWIM)L%>DhYWoksCtT7kHz0{i{^hom zdXEqR+YLy9k$-tfvuDmC1Q!v4vl)W^dFqGr`41PVA1-D;Xx_)N?**8F`fH1Yn|mM2 zVgkuP{WXK)qJJ)>y1z>3F5`9QMwF6>s#Erl3OvhZ3l-K3MP(^frR*D3O6(#Jp_(bu zZ2zIWW{c8Q)+ql%5l|hp)}nNk^~=AK1_j=tz_<7-qt~K89zm$SPW|ynj>>XqNi_1W z3_x2Ez1DJQNj&neq+$(Y3uKQWWM3m>S8!w&iHt-f|5nGawaBI=82MLv!xe+s0?%U! z&m#%X;~1X)6X=Im(+^MN04)rg1SbDVs|Ds2%YS5(ipbcQYKcq!mEN$-HJ1Mt7faJA^XDMClVW&6_{orMD_qQmxUk56k6 z;YuX(uPkeBO&+260HN?X3X7vn5rv96TN1C<;%Fm5?HX44N<8u}x3B3U#H=#Usg735XqpOO z2~YmzG)D?s3)I&T>P>|D+Hp{G%b>D2wI_#KSR28^2@*^#U@cH@Ce&{y)LS@ei)cvp zvHUCgS_YYwR-e{TwHDEk>|Xg-bh9KUO+X7VYk_q;VSNo@-NCV11oaZ5{5!BlrL_p^ zB^vpc3M$(KZaj7a)lXq!`#19XM_4bqq{SX`c7*k!5gCd-i+j9vAVKzr z{96%j)*?udog)8QB7_SvA$0iC&GcuswmGv}oJYsBI6UwmqG<%_6#zZIXW}bZl9` zS&MR34zK)6#fKx$g0s(uRn{c`;zg8*3Xbar;;Yk}me~6b8K3bPK-XU9C+m=ZMZxtb z$X=(&3UUU6TaTMpDp{ZWTT`z^fG#VRe=7j=@1(w`0J;4x@B6$1Ec2==z;5Ndwny5< z*hf_Vr>Xv!*T1`bUbDNZlAoSX5M4&qK8+bwB~=|Unl6xMg#3Ag`~XM(#5&|=uw0hC z3X+VPi&^=w-aOu2ovvdpmiTmN9YSIsNb&y7{$J4K6VKPH=j-Kj6h2#o0T6lB*Owe$ zIk@M>Ggi+e^QOV^=Ny01>V?Tdj5q$wBjz%_Fo_ZG|DS{G&U-ePHhTZF`1PN}ui^z^ z;@8i!UsqOER?q6q;SJb>lP!=b;|Fb-s7kR=j`V_`S!U z{QToj>Td0}nTOM-M^M799*?3=kEY}?lw3i{I!c)8`mywhGnYhu$qkh3qU1(OZlZ)4-`-50_E2&Q zC3`7h!ux&nX+I^mQF1#aw^DKkB~Pd1X_P#Jl4nwKCne07i!r$&eT^uIDM=_vDR~Gb z2Pip6Nsp2~C5I@PrDTqh1xn^AS)}AHN|q=YP{OW0EA;6wC3jPDgc5d6-b0_BO$qr_ z^`Aq@b17kK_Q&bd^C@`&B`>7pMU=dll9y2OQc7M<$;&8t1tqVfWR;SipoB?eUQM5l zQSur}UQ5ZnlpLqzb(Fk{lGju621C4WH4A5!v1l>7-L|BI48 zrsN}(e3X(urR2{j`EyD>M#*1L@|To+oRUva^1mthBqg7sdy&Fs| zV$a5TwFAG?2K!)CdTjObCB(Z5k47sQZcSuY)R+18iF^-d`OZsv2YSn}H{wL@5D#go z99w-9vpN@nDthya;EedWBeVBJ_FXLd#oQc*h2EAq?h-lnvm6)5(9}~0dKrO!p?FM- z@7U_aF_=EjYaGG7W}YLF!x8}H@edLK428fjopM0-;8T( z*7$oy(RDeuMK7e18fde~`;8)bf93&MOA3Bj6kKAX{UE&IR0WEVqx=<-h4!mstLKYI zlJeF3xQ1_l>fTRsF+9q@=>{8HI8koUnY8 zu^LNCf5#}D2gNIf)ii;gaVFo1?nU1)hUeJoxy*o2cHVaBTI# zvk(H(i~aD{kSvT-h2n7{+w0k6yNpL>6b=dtOOjY1a&2b0E+^k@yien>PohO!ZSm@0 z-rkmx?;%6^RJ9vLMq*fwtzMF6>@BE1xW>qHsgXw!+AcDk&j>wOx_wim(QI}BFU#e? zHXGT_p*P&fN4v!%IwX&Aw@J3#@)&Vy{hD)emr*eHfYk~XLKT|jpC!r@lXXlB3#pZ7 zTbo%bGD_u}r&da+5sZT+G>Sb&t#GNK!D=<@NsI#dmZ{Z)IDAGOM?{gQmp6#Tjx$Rg zHcD9=B)1{`qXOrdU;G!8aHM^Fv&2!g?4kv*b@1CG$=BzkkaYMIRYn?~NtMP6oe z93zT~YW{nTd>1YDQs$_Zp8+2>GF%R}4{zq;Z!Lts=OML?{kDEf-q&{5O1c8|Q#yZO`Jim&Zx{t0re`U3-ftOM9}=%% z35i~r4Oj3!SV{Bujf{^P&d6TjrP}=-Bm3oeP3;n-pNlJkxXSlC$oIOXGwyc={i9n3 zpPUbdEi;=ykbTbf@a{7SwcmXsq$lC7zzlh2+71Z~?uNwJthLZ1p#W+u9*{>O8AF1k+VZzMZ|6%0LZH0JE zL$Qs_!vAIz&d(2ayE?j@hZQr6HP7O+jjsI0>B~3Gk}>m)QaR5H7I6i)X7z?j`<8sJqgW>v6`& zGtEw4aH4p7YcIpP<-tYRoJLVAg=Yu~4yz@fnEZasqHGuw^L8VDuJIWq?2FkgcN&!P zF11JYFv}hgWl6GgZ1v%S)x#SH=MkSN;Yu^vM~g;YY@LH;dXJ;bD+5o<>cgB!0-qudpNumK28Cxt?PY2>(s<)Dr8?xk>1 z=J~jh=c27cME+i6AlWG-OLOUgkgbc^ISJ%%j2xHHVo+Cbndj3+p7U9wm(}&{DQENT z=^3n!3lZ-lAtmi$S^BBQ^Yh_MvJ72}d^%-3JrDQ}<`17}K3qzZ6?*G0zbIX4JiG|6 zl|Z$6h9?^tE{vA&qM0}xsB89m<2fT>R^JdA-p^Wg`O?DdEa^qjxRs?P@P`t~)gs^Z zEZ;d%N^gJVAfGKBy^=jT7p!1!L5|+t##YRG-aMM&fzPFQ@9MLGi0_)ua{dm>d6wIiB<73y(8z+GmPKQavfP9EIe>!iF*nURFjVu9;h})g$Jt9 z^Mwbh)wdTOsAdle4^+FKUU;Ay{>;LIj%?r&^MU8c2HsV8;K~wN;el#-ukb*%{BYrc zYI#z4pjv*Q@F0+=777nk%b!+wpj!T{!UNUvMe~8L#(bslK(+h@;sL1ukFB1me!tiF z{VY$7(+kZ9zUr!%n-3a_)EmqPP4(ba=7T^zc(M7Qr5^ma`Jk;HyvBHNrs|OA7{8zG zI;zC$j3;Ng>cR7j2WPvUdh+_h6JI@fQQ=A6_?H%*^1EUX4`{J++CaJH9s!OIFy@-Fy^!jrrUUQ&3HcfmR5@)Lyg^~Y8(CBPiXb0Y;_=$xMUg6{XZW+sJYrxK@bTWchjV@M2cUQxe2#Sn5S9%MjE-#D$v~YaZx=a8)ec_uFzf?UlGEhO)UOyh z9>jCR3-eh|@zw7%vRulukZ^`9i)2H-C^9{gHzdFE+kGa?%hZ>R!uh?LO8}UxfvaSt zfZw3PfUt8_A@n+e7HOk(kYST?IPt4-er2lUQ{mQYh*`k}ozGM)~rv<6Q zZ3g#d>HjcFvp`SWUXtE;PxhE01{7Q#8;$Q?B9)Ixh`N!xVXGB*WH`OJ;=9>b?_adNUnI0N*>*d z#w__wqhziov09LtMgP+%n!9gdrIk6em;}CH5Xk4hZl!LP__|RdS653f6JgG57W!|a zP%dT4J=x6s|7GNVlv*gtkIc+|$$9*+SZ3Sbg}ACg8rYjtd*~MN{H^TyL-mb~B0<18 zR&J!fEOKr^PHxjf#!b-S9_@AeG;JLhM*~cO#XV|;gy#DeU{bo9l4udhN9K`yf|AYj z+dolq2R&Fv$yQ2c>9;pi@;S9;Raa+s12&~Nip>{sa1dGy8gzyPT4rrLUi-PyaB2G$;&8tEFWiQyoizu zDc`Hof$*q(;hkkn$eL6tN(FICMr(KlXMPI)`L@%SS`|0Zu`uYg^bQOI%hd!;RPmibMk12ToC9k3qe@&nMgg(8P zk{QbE(x*>R@)&yh2lVO3>A^Pox=3FG`gA`1_7X}O^qWJ!{V07(DEXiCbpw66m_9v{ zlH>ICXXw)h>C^k@(;g!5Zu<0E`t(Qi>1ulV6#CSp-#kigqp$x-4{oBbPoht6rQaS( zU!OtA6Y1;oDftp5_t0;b(x>-O=KIsvCsXno`no_5j?$;6QnEx}S19=mC6A_jZA!jF zU!Opq4pB0o%s)w=-a?=DQgSV2c_n>%EG5sTuWzGIKS7@!M#*;i`cw32Cw*Ea0w1QY zpQhvn`ua@zv`n8e`t-dyBp;(s_fql&D)uIN`g;1>qOaFcvV{_#e!GO8zMZ~)pUU1& zpT0}US@iU$>FF=fr{AOBHqqBP`t&?X-cQLJDA_>|ZlQb^(WkTNw=?MLo%HFyDftol z`p@*~2lVMTDCyJJzoX=DDEU+R?ceFs-9+Wr=+n38w|CK}KcnR3^xz%z+s*iTELuG~ znPsf#@&31ffAzwx&>j=3Lq^&IX_R&#qE~w1WnhELZ{&+t!5{68(!4x zWNFx#<`SH4k}P81WUpV_X;AReP8vGx*p1s!6t|sD5_ICA69!JhPntoR8WehqN9Q9F zmE0zXaMMF4Y$Tny=|;_{?YMCmw9>fIj+3RS%CJ6=PS%L~#k{(;#kq=9B9NheDEu+fNvxS4pV7q%lOPNoGX#VjR(rk6CrF!cSvaYHZiI~@mSc@Tz;X0s8*X$3t6aY>Nmwy9S- z=(jj%yB=n2JMILapLQ_e0JD{NZD(4ETluVCG>T7Sng(ez&O)!ZTwO`OUy-c7harj=9pBMqtz)xX`7QczFc^ zfB0^JBf;H{P5x&a#I8nPWKB%?An;PZ(a4-2>%?Ik`n0+Msf?Hc_aZ@$o91q7H2j9+ zWu11CwPU}PCT`Qo;*J*tY1D>xbDCM@f~gxU%)%9fG>|>mJ&=-47zqfRFEQv|pP^|W z;Rm3SWsRT_b>hTxqjnnlPAh1RKvzNj89|!c|2DIZ>$^eF&Ri!>9Vd%Crx`S|$Zcee z$jjpCl|h6zfXwv(oy)%k#5Wpr+HRJ5AQd-)tl12jLE<;U$njeNR!0^mHaZH@n*}Md zj>l%=v=WRcmb#y1?Pe!T)1;ZTg3JwLEYz$qy_1_8FLd`&FsPY$sRuoPR8$LiZ!u_Y z4cxGWsn%&U8le*g&7|GHvT$QBNZcfKgBqF&>aPm2+(f#S(UMQvZW^}JwwDCH-)T28 zj7%7Ltp?_^v}Mq2fd#;K8I(4JNh=M!$n`OC+6@E*iaTxmi_=ac!)DyEQc|$qBZ$40 z^fVxDj_S4L!HnXtmo;vmLo?41mji*wD-8VxK7&uOF%_JANm8#}RwVek@nnguT?4CHSa zG#Y*oU<2@yCXOf%XRjaPPwK>-Mk_?ur3D%a${!0dpJGs+97S&2aWP6^iVZ2mX4Gm1 zz8gD@b~C{)Jk3=0qE9|zl)chvIc}?yW--qG1iLdPCHC2@72&u`no&oTRaO6~D1Lxd z-Epwngl?mgG#e=13NRq8hKId0jRFsoXxeH9E};CmLF=lHo3y-^(@v8x>R{2eypA75 zUf|<2i<*8`LQ6sWOF@pjE{?6XaN4@5>js!Wv6CfXJHsxYC0K;56tgp!w%CjdV4pB3 zZ3r`3_W*)^aD)Mi z+a9kQ=*!3t;?mJiPcnZO~~uX%M*0xEZ#hxaFpfn`J)uI?ru^NpzCX zLPtURoFH{6gVgdcg0b)T*zX`}PrYWt0jZ=3MhEPo<4)r~KR+OMl_Boo9}G$xz-UDP zlQqJ?ZzZuGWKknM4g;M0t#$?u31?rYoq_AX_6z=@5ws%<9R=yDf)saFXrO~}FlC(} z>G;^b8#r#fPQ#Dsm<=PhGhH;`7c=VL3^J`o+6J$TgWpI0wrIGTP4MDQvjuKG3*uoi z3eYzNr6X+UHh|mp0_?9~DRGJL`~cQBan#0X4<^OMVrJW;w7o5M)PESnu5M+13p;EE z{>W{`q3dM6-)`efj~duIwnm(ByicLGIcZZ47X-w7dixB6eczh|L&NtkVi{Ec@l;6u@%@#d{b)9Ok~C zG-4muAi#n;I|{JzfDZ{VII-6dYpB?5XB$)kKZzn7c0Tr1bU$r6nEM#wcI10)jL#4i z1?MtBi2G~cV&=GB3j|W|ZOta#H2kK6OBJ?!Tp5CC*kCNfsiTPJ5`#<&>hiT9#on8h$uTMge+^pv3(qI=ESSh;E#NLbc3Lg$$f@Vy;=w0` zl<^l1;YS*@uF4vnc1riCPK14{lg8i|L$GZDroPv1;krkzIzzM+w8si^+*hNG#^J6P zVZ&@=4Teo07br|tr_&DIX3J?zb7u~6_ZXU2k2gqdY-VlO1+Rj>>9|;mSevbO;A6Y+ z!Pthros(E1|WoeLv4(?5uU6`$YE1XW?KC*C>-jL_v|KXP) zn-|<|2KC*oGzy9T#-a~WFY!FTgQ?iHaKn@%nI%^ZFDC(BW!>z$il>n!3#xB$4W`T z+AoNaE9$Y;Yg#VO-k_b}G6+7Z8MrP^V(?x#9h|W3w{&8{N-wv}W7oLb41$|*zja!W zg)|#&FhDqx!J>j^z>ET;4@RMipaS_!LGxP-%8X5B^?E8W+)L&oC%>K@?!8#oac|{3M8RPz2bXz%|BLBW^P?C@2^Q1d%Hkj3yR6 zSSAls8MkcWf`TARu_nNhxn3M+degX`LV!7F(7|X$xIwjn0Y|8pf(2{f`~=^ag$)-6 zu!W9-G$%+MWRP&SrQlWkpau3l32E6!xVM0VO(5!l%tt3R4}&o_VzUMf9Qv4+*oB&I z1464Tz)jJ?W|Rh)08LES0u2S_E!65*PE*!zPbA7Z!dHhs|aZXF=A&@=09- z3gfB;nt?&4)x!Sj()NWDIEH8{C2b5a*}pB%{-tA z2hfWQ8j#pv5qa1vT_A&0Fu=c-pLQGwxI%~v3N#dyR|zt+taq+<{KSLI4_s~v?v(f$ z@HfB{G;mCZZaj^*(i{$<3B@8Gej7YQmajJGU5B9w-Bz;|r5UdOZh%gLc&puUu==8= zlT^@C5ML)qE;5J^gMh2S0nsFRObVG&(7+jo>o)`j4i?TZ!%J>lVi4~&Xk8V$Xd%P^ zU`-<&2uX+bktU>$L6kyX;g!%*(B2}*aSttshasqlARGV}9YH*hL~#aAA_zdsX(r&| z=CdLG=I0C=xCLWZ#l05-84o8w7KSYk=auUbpC99hGHEC%zaYp2te4uI!0V(9NWXEL zc0-&godj1P+<)Q>Odterl55sI)L+n?rhP>G+LfYW{ zvO#GB?sQmaXi?Kk9c(j*S%9mP1GWYSXBz@GzI;te3f5l;VjpL)ZpBSMhFCuF6R-kN zn1X5Yn~fA)Qrd3CQ8<0V9zmirKW@}>yN}Hryh7qbyb;nW$iM?9Aw&!i?V&eMq8`JCsW9U!?pufJHxH4)5c~x&Ef*l;K4+L%@q9CAa;ri6X^#^L6b{$a#_8$b@gij01(MF2v0dP8LtCNIH>|0^p!(8wT^%c52%YvD2mH4x53@TrY<5H_up6s#`_VsBxvt^^O- z0%O~RB);J^AkB0-%?|cLFN-25m2hccCL8=6>Dd0hU=*K@ao=n}st2_Lu?ATOLNO0` zz(0WyBnGOu0`P4?p~C<)owN~qQ5q+qpJXv+q>Ifs@S#oVWbL%&bJ3da3nhBxzYIEU z-|aLZj1M8x#@q{|*ntSM;e%(#6v5zG=qO0{7w!!2<&eNBgQ*ArErMnaVlZ5ou%$#1 zB#=->`P1AGYj~i(FCcL`Z7f$WAdQX-eT5gqSsNEhXxw~kSsqvf3mpaN90BQE25CbC zjt4S&7v}(W-5|pC)@}QkrC@&A5c7zwpy=2py6Q}W*wx?$F*GMyGYP`HUqaYg7~VHLU`YCA)HAv=oTO-B`G3gwqcYCdPBZ&0^J1$wQB;5 zVFrOQQwBsXP8C`z?S#g{!?9gTO~JcN5S(W4rm#lBCL~DU&O$GZvJN(AXnruo0vy_n z7D=_3O_iGD4>kz6*i!=E!`8_b2Dan~vkjXvZbxWe2nj(>K!JFapm7HSu?0N?0Wx%0 zEeNl0T@AnsyCe%#^+w^de4A5~Nw7OtJoF;_l5K7<}#&{2?{DoDMMLE4akuf-AAf$|XA z91LIwnsltjR_uom>p@m#^(7Rzt~7{Uog^4Q7kVJ*t-#QL6A6;kYeUom*&Ft>GGYo` zThMzs1J`Im_(PX82yt=E!kWs!as;(IC@`A^3B{Mg*49Z9w+X z@}X{S;QEJ)GWZ)@Yl~zQpiP1j1y_Rb&T%}5job|4HfReYDC$DUqrkXBeFb4B^pYiB zp90u*2DxitAb<@Jci{k{W@vCDtZ*FaB&qhGzD~-?DS+Dr#m8`fP)$Lx*KD^N3GM+= zh`|Ma-*lY@1jLvw)8rV_#Vaqp#h$>gL9-siY5~O z2j%1xz+Hmk%NW4v%mt6ygcX7h!5fJgeAry1(9A(mOloZKsfzOwopz%^0dh|02D3PY z#RWK%1cMu)<5JvMagsE{wn0I`*e8f^zt!t;oeZ$LA#0ApHgs|%;b=y(Kdkv>3UlTu)m1=)lw_%N(fxz}G<5*l2^9YfUde5fAPB0Ww`bS{%=LgV@y$a2&(r!*d|&!4?vL+kqO-PE3J2BIxa5J#?j;WVoS2{NY2vl{tPB0t{>+5$0Od z$XbwPh^XbFf0m8n(;X;R;tuxKC_<+;JO`M-0^*>7EeSd=FRlQ*LQrTk038SyS}nJY zjWmXcC~HCXiK_FX9NW{_y?%6+Aa*I!Va|JEo{?1E;klXc@-L=0W{>gAPm&aO-BARsv}OM5&~w11ADiHkiVgR24-!3esByDejZJ zIdgCfVsmfdy!T-x(f}3Q#j%)S+ywp-q>jMnlAQb~q-l4a+!lwn&o>!Fx50!f#Avb8 z85-A)pF&!Ll?IUyHh$>oYlteaZxeJs$@*_w+9sm}Y@E2`fX_)BEM4gHW5~-$WCpNg z&%uZbxi9Gv1{Bc8?9aCvbgxJAW8a4z8*Z^sAVIwj{s($yj1Dvi0r=rsx(f0;1?k-k z@-?tg!uW4D3V{D)>Qvk()s4A;^&JMmO}LviI%zBGfPJR} zq1lRKbOa>oneV`Gq>7*d`Rjt_0~pASI0FJmEPQC2Ak%}&qz#iq$T6T`#Q~EsmUMm~ zc}S`MB|mB=e0+~V?V1>3YHR`-1Ob>-u))I$f#DHU)Y#%6#pVbt)D*nm5(FtQ<+0Ui zsK>$FLYUfw^$Dgr)E;D72x$#&z~H2(4-XCS`wa@jA~qZxOc`$8nFC`nQfPwTa2qki z*FnRepkVx?AVQHXkFD;+M5bFUwAT^%P;3D(T!SbdcOTgQM7T;w6$sv%i8t4Gxjbdi zWpA!8&cM$Zw0Gg&-cFz}jInEyMEd*NvQw|sK8<-dhaQ?pgBG~U3B)7oe1+q-Av>DX5V64D-v>?QYv60Xo z?^KgiK+h3A-LK<4>$Y1^)sVO-bFl~#n8`uu0+`^EVZWG67qn#v6Fz^q8x8gBxdz!C zX~TmZGp+(**nwyc$GzJQT3{wR=vLfJ>&Ys>O+lH5M8HuG9T@G%SPNjdQgF=Bq{9X$ z#>$5k!E|z$Fo9ee=AQ$D)>R013X?~0dl(Yf62ZO=M_fCA%?6HhZ22X$6tt~^T$lCb z6z+DJ2M!0ufQbX66tEJB+wq}Hf;t0g3R~bCW&mhce5zkJh za=0Gje1T1bA3zaAcaLe95y9IoL715C%7BGKV+YEu2ALKNqM+!7I1&=|Hb&m{F?Nuo zVs)iBT%i>yl2L%3DJXq|0}5d?M4Hdcfxw^SRS=m#DVjnniav*#IbL2V=X^#{?8OOp zr$MHLTWSgmelKmoY85;;De6L4-hf+Z;@XamDw0uv5<%(33{VH$4DN0rnd-pW$8AEv zifuZ{TsH>$g%t@(oNp&?x3Iy*2Cb{0Duxvw?i5h9w;^Q4ML6{#*n|BEG!HoB?6efL zLxLPdhd#CndwlTPkezj~VL-(1K)~lYQ46~>jt%UkxG*6a3OFM~9E(;CbmPSp(OW%( zP>1B45n2B=(+)JF39OvpCJ+Uf4iKwjKerH4pymawCvZ>>WHh*XHIU*K>)@2cJqI}3 z;M*_|&FOv^FGM|9sC5y_bU+^js3n6?2g43a`M8M@3!#&TSpx_`(UL;3fs1iuBcwnb z6|{KNm8K5^L%1n4!Ia`^4tqt<_t4%97CR2EhR!q(y|Of09Kd@FIuL?%ny?uPq0NNc z0up2JQ7}!-U^PMLQVSgg=|zGR59YD~a~#H7F!X_(2S$6a$ozuAm zTv5r655b-b6YIGKv8!n|HtE(IW5WzF$uKF1m%_w=>j%`^CBziCR|tAP$p#U|8n|&Z zI}jMhkZ{4+3fJ)ns%o5XZD>53(=3iH#dv`yDfkdEg0D2Fpe!!VkRifCBfxzeY?JS_ zgElr(bQpy6LsS%;*9k(8V{kT-5;DL|nS@WUx&*(E`>PKf0%j?=#fS^mRn($lXWeU1 zy9Qb|=uMz+gM4a*74*G?%l1@ET>L5liL4hs;5yU>i{puy#V+UJtQ z6H*{proi+{TDmRcg?w~F;}HvGr~RZs>}oibz(@|Z;kcK#NOp>|6blgs^WfTWX)hzD zz`aAzjVMBI^ZTf{t z_dg8EH^3Ie3BgT4grBx0HBDfSbz_`-DZXkeG4>u-w6oF}{k!b-C^&lK{;Zltocp?G4&maRa zIGJW<&@#h!1kxAiccFLmphHb@QGt|kh>QaC2ZGX%a6lx8g7XkSfEpS2We}4?X%c`} z3~>lR9Awphe%K%bc@VBJ&|TwB14%n%>yZ6JAqr6=j+D@colcRA0`!-H5|6}$RRA^} z_C}B-VkZKR1CcSN9F|rL;;A!jMp{~2ToBvFrwlsSj)P_hH3?bTgt%JZMijRoTgAbR zX0|;G9R=yLf)o$^bQLZm&^N-g3re(**b>N}Q^<$Gqr-O0Zx%@1rLOn_*=G!L*McpF z*Bvywu=vD&56L}D$P%#T5TOMS%9WE-0KX|H&apwCukH`N4Yq~J2>IH$eB$U5JB~ z>y1cTLBGEUKEi`kT?fyM4E8}#zDK~@fO-pZOjxyN*rwsxLvC8!WRl5Gq%gsh^87#` z<|Mbk)B#c#bVP;;5R;WV3Md`1a^XL=+(TpqF6hB|%WMb0H{nMy5zaG6ZUGaC!2vJWY;~=7c7cM;MW^;^HKD zm_c(ZOz&fokwJ6@$qaGD*bPCxjZ10=hP*X271Ygw>?au14Umbtoz#J>2COXT!<+#3 zN^qaJm_T4F>XwiyQ^8cR^(Ze+C#FA$%OT1?=~2F5DX?roi1S z=sli+qpg{&u^|eA^%x}UFbIGMwbAKt#zE2(ij)GjJq9fp#e*mCJ<>pUq#1>+7PRni zgM(D64Y{VkR-~n%y+x3lVbE}k>^NXIVD1N}28i!q=K}?&kK+>R0GMiWa)*25`&k^> zpD{>n#Bo7BMG!GUV?wf9SQI;ONx@mv#>NY+K8Zw&q!h4s32NVFz^(=w2%t!l2@V?^ z7Why&Y(ZcNqYxi+nyw}|))o)45F*{h<-5AVJXWlbUp44mhub7XEU+DiAQU(76qcz0 z4CG+Ji#-mv@(Owi;)euDdf&^j)onN`$zC7ZqYuAqtX+uru(Ba7g5Uri0Mit(*$f*( zJrLrxCFZX4dj{R>;W`UbsW#jgaU+Xi|IqX3#5sr#{j@=9BP5$RCSXek8xUwd!Fa)E2UaU^ zX2G?}1&go0!CsP5!2U^4%NVdN;G7W&6IY?Yfg>4~8RTO)&Qe&wK|X=ayFl%5h=9TH zv`yzi=ow7(^dNPcm2K-m)|b z{)$2CDqPw^n32MC8uxj)V8J_r5}0E^dk&>k2`vTfJA&Lt88ioCe)6ZqGNg+xrZZ&g zDXxf}6f}Ksi1Uy-rHNq_{4Ik7q{rCh!H2;z0kaokR0y50C17yD2tzz=l2Aa-6!BX9z^)P0KE{AeLkS6S z2h1hVdC+#@9~t$!I4Kd&0M_`^hvyKRAF*f={XtCis|*S_?6K=IgL0gu*xF(L1S?na z#X$qng$4x$<4!^3xeUfu@J-Oa&~*i(99Xeoj>A_0uGR4Hz~Z4m7;}p~lA=s=-A=iVWERjL2%qD!?BSl%K)? zyAiCdpcQMwhK$tPxaPI6yi=@2w@oL}v=Nm`^xOvx8ZgJknS!B&-oa^m%@jf~a8Ho; zgs^$TrL;gpLHR>L<{}1V3ZhR~sgisELRu)>AQi)zk1GvKK_O9WPv-%h1dfjw1aJj_ z36+oi8Cxq1O4?xMgN$TXP~IU%L!uK9|YBi60N*~@JT^}-r;s^btBmu zLbBq(N(mf=i|a02Fny>oah1n8)+A-g`~jLm39hj#v&;B}{G zfOS|&6gC0y(+0ik;LQiSQMh!#gepRV;kE#$Xu?Z=nu%9IPeJ?#LGo)1VjH1eU=Iq7 z73L&#Hqa&D7YL1^-fQBk1(0$GzwUK;;G6bRVeHT3j_dr}U5KRUWE7;#cb*j9U zbY5yo0lU8l`SofB47Langn12k1;R)Vo_*Mi;lI$pjT;Ogmff^8CSeYP#%}dMgVKf= zI+B!GaQL`OA>aa-B{)FAS^|1T96DA?3f8%T*pnEnYnc%d`JRwh4xK&;8TZ391)dDB zdjf+~9`a3e+j$1X&2+_qSqBu#@BwjBY<-abLox-|D4akp4(AGr3g%^kC=b2nx0nPU z%3hqO;N!5QV5|gr7p|3bp5-<@=01O^K?SD{6yFF$0!|%T7%WNhwS$NgcYYj*n7`_> zDEeQ)d4wSJ0oH39I#6fg8b`GY#a#SUE+eMEJx0)@cR<3#k$nC#NL*Sj zPFV8khesHKyWskb?FCvR=GbqGv?$=MGss;F+gx&)PRIxvJ1m$RKSsm~u#{vn=~j?a z0G}WzK8y905LkMU`XD=F|k(V)JYd~d+M zf$;}Bj6DkL7NRX|rZ5ABJd1@$pdGZ9x`Mx6RIrJ|2VVx>6EX+b?%)!DARMr!gwzd; z8{D^WH?_d$7Gh?IQUQP3puQXC2e5C2=oOs|?UIL+0G4owr$V)1Fh{1Y;QOM2w=?+L zu`m%S3;P+I4dHtTF(!_GNHK9if{#3WZ3X;_SeOEN(;&PP@&sJkVIhTB5a@Z>tb&9Soc6@j-$bcHw2bGgfn1`;EmUq)&ollcvl%D zuxEm=fP4#^F61bf4RCh@pNFeh6IOxnXE#VFAX^0$9^>&UX32rbQP{;vj0GJc?!d5z zg@PCs?@)8{Tf%U3TLJ1?gWR?7=D-~bA}3e_KvU*m>1WVHz_IX_Vh;!oI@5YoT!CiB zAc24l*vn#s1ZhD%1|HkV01kHQB)}*C3X_Baa=V~%lmWTZgP|ncm>_yba0CQ}A>UyN z#oF9bV`7)8(oLEMG@@*x$* z0f(?G9UCD9DiyRo!$3j%j`&vy5(7~Rw7H0p2k&TTJkjeALE^qPZ4F8*a2+&gT?NB; zvg^y>>j0&f2L>I6Cb&jYgf~d1+!9&}+Oi<`hYT8YUC`Bn+Xo8^VRaleShPKu*1-P? z_7S9xIRGgmg4(AU zuv_8HNE|DK0kCVr{e!H%aRG$J2R5SUP9aj|s8X1nU|BN;oGkX1ddrZE%D3j3a=jNB z_1q3kBN)eJzkzOhX`2<@c@^MxrJ$jPlvp2+8U0RqFw$4YXB<8jtwtb zM4bay1pe6Vv`F0!sc;NMS70ablH)6@mqJZ~n;WJPf1B3IQt$Y4j<23e2F_jL`RUvF zOKFCVo+ra!`hE#wZ{an0400EWn1d;PebT|;VDpBz-svB}=hbr;k8a=`H9Z17Y2Zs= z_NgzcXE{@Dd&)V!y7A!h^5S5_wCs_og{1>HW{xaVA4Ib$8L^~CrVcL8%|4D3UZ2xk zz2Exd%g0wAu6~&!=uuKYa(Mn^tt!YGGplMtU+4v}P8c6iU2Fg&v+32kFJG@(KXXW7fw77oF< zxtlHF&5h8g;B71mOGa-lP8e=|?Xn5Y@+OcE6TO%e?=Qyt2y~Jr`2K{!SJf+FyQ9Kh zrmiO)h|%BKnnKR&lyI-CfZJm>YS2WYli3UV45Z z80`Qafxg7@cxztafN0%!_Duv$u?C5Uzfqoee#Tp4&J3nD?da~_cH4|Gd9EJ?1uJbC z9D}N?`Eh1X@H}(jJqz=Dp~y<_-o7$x9=f-T51~k2Vkw+oLs<4K;0-RYK`^>xq$^Ez zmuPrY6%y0KEd8@(3p5-Ci0xx{3a2S+eWRkF<>OO|Vqx`OYDu-koC)u_7z$zQR)Xo^*bG zAFPq0aNex{rm^ccNJ|X1KEGx1f<(jHGOh@`C3 zb|%a$99US{o!)KAQCiAYb_X?e|L|_|fna`ZoD^U9z_U> z#qa9I(Cn_8n;M0}tyFuG)0P;t`Jv@Q^ebS1v!^LlsT~=OL^%kJxI|&^2_WERC2Py~)DTG6mr=>aJx1D(coq z%4(mS4?kA}u{UIO+2;yLd9B1s((ws+sA?&eK1+q&C!Z@GEvw!OxP)C#S1eQ4gYD)O=;o=}>7*QUKY z>~LxYCnLcz=}SDCm{m}@eb-HU%e$s_`>wU^wD;7L2>UwlrAlYn^)$O*%RDFDlwUKWyfgB15tX3*FP08083M5IlYf+ceRti zqj7?7USiA^?*K!L^6o+#3CvT5gr zmW|F;24P4sTziITRLWtP^sBLK*|l@eT4FKjODr0D@aJy4skfwb~tCxG)e!in3BoD$cWP4+qO6C^qV>wfe27QxTL^4qfnf%r5LVZ%5-? z@HsVEnI?bd822Mo@IpZbyt!_zRWwi1lNAoNZvT)??l`UE)MRDa@yH<_=B=AL6;o$j z&i0y>s}a}P+lfvgZSyj#UdySZoh4?aati3po#d3#^z5Qyno?8y*KT61a9@)Y63C=z z=`92ShA3f*jP2M1W80_|6pk)b&}xvAU*n&Lg#c4sNb-Bj-L3(smVd6iP8TE?c@+|o zX6R%=Bm({#fNFc_gaFAJBp%H|w^{&_H$|VrwRW$S;41Ftd36%0lkX)pNM##!ptXkZ zCk<5ACUI(<9B>xz^Le{;bhVsZCA#uDBqnnm4CR+i&>@Yt4oa)AAkr8!DHxbKDMT8f z0&Al^8LC1edP+XOwCskAzzXYWb)11ltsIuUo@#7{%wP?%+3S(ma(}=nt))c)f)!q^ zn~z4Yyz5Gay*U08F5G%slCNldhl}J>YvPwr) zlvh~6-8mU>rFBV++R3V6l!6Q^wAzzZBUC=JLsiru5`vAjL{zLoBC@Ykb~o841zT2J zlUb=H6-jhMcT{m#vvX>-ZruF(RTww^;}Bs9L1R74oOEZxeSOf4@YX%%ooHMQYG=|2 zU@TQgSejNwz+#umE{jP34eg+Cb*dEtR>2u2Eny5vF!qbQfDU)5xdMt>MeztIa>^2f zrnooz!g7VIwPhaxfgmfZAChLsKA27C3+=CUN*SScPE}T}xkZ|7UxdL>xCDPl7Uq+} zMHH~q9uXs8u~s6Xl}yoaaWS2@*$a+8MGevtM#=ElZZYEzkEALq*A8!ecxYkExR5M} zhp~0kYEWxOW|+PNRI*m60OHV?wzcE06-9Q0>IcgUJ);{YQ#~Uqt1p?7*e+q`!*_85 z!uV6tAT42Nf+l@d%)(x9h2B?^AW*0|6t%jo+9^>WE}@k4h{(;(wF&o#L0ZDlR5_L& zu^g|p)@h@5h@dTjlq^`-ORwpI9i}e;t*l-EBQ;p`EcK!l*z_XQ5RaV1e1i49>UR4O zn6Att>Qh2**1&65mV0TD52%%h)b?9>Jp%Gz_3XiNvH=mBnC$uDLa+^EIyLI90)@gX z(n)1hBSagzfEAKqfONr`J5qJJAA5Q1B2;u9tB4ux8m*chshZr__xP$7X)K=3TC!Z1iawT`5w_Bg&e9B+v_HkSz- zq-#4iFDEdYF_wsQegi!*(s{YzG0UG(r(7)GE-~N{#*BJuS8SoM9LIetn1isY7*GxC z^Gt)mvezxVRCOK!@e+EUIotCRqyAdv=!8fMbS*g7t@qY#M%1^Zqw8pEU1vgCcXx03 z;5ryJuiv{s;^1%{SC^qJm*f@VecTkH&cGYg&8DH^0@Drqn(H@X>94zKAxUS~fwNpU zvoc4o_2cgcyK)@~kk}it*KNT|G6y~RQraumA!6=2c75kBDPjw8c$=zSi24qtg{e}T z)0ynBFq&ISGe2KwqRFUtQ=HN=!tb3+hsP|Lh_U12QrfT<5$I{qMF>s`)NF2rwc2>O z;jwOgoT9c~QIkjiIS8OMyj#_7wX&2LwljA!vo=hOb1+4Q={a@tVe#mCSx}I?05bp< zzUvfaMDkL3jNU&9;+O3?3N`UO%`&5ovj!=-&lu!ucSc@Dz&?M5QCPPJFIlA-xEawA z@yZ>%NI^LXskz@BVH==Gp88?_y1JfJ)Tc+G&cs3laXlcemk{%vYCREIZ*B|gu~V(r zcB=J&D5ujCs+ucyiei)Ml`e7@ot6}8VJ|n=)25_D>nLcdi%w<$R@ZU>6tYqKeRZ5o z{Lz*kkv&|PcC|Wxg}h{p)bsV)(5y~&yI)y(>G6Xb4{oprA6-44ZM^(VT8KV+K4Xl; z*VP9)Qy!v^UTYg&o~I`Ms34@S1E!k|cPrs}@}Ndrc5dIa*QMY&Utd8`(r+MH?bjoa zG4Bw~n~stas(kCO%Ar;*mll=KG2zWl3Z7Gs&rtxm0A~o`-fc68ikA}ak$2$y_y{H4 zDu^XV4<1HF|?rnWE4Cd?l+U*6*nv_ZQHrGY`>weLgQZrZ(bW}nfCa9k%ecN6HsPm06 z9v_{cT7gd1E794v@$EbIZ`ssaikHHS{4?_PGX6HMldi(4BamS2EbsR4P)e)N06IR) zE6G-Ylr>9$+!4IEA#M+6=@pIp@REoF1IyZZ!Ppz5rG`q_!+2y1O6Eg2IEXWHcw3sl ze9%Z&V%88yu=X3q_Ss&1Xo-gg%xCWW_?;~2R>72c)QMCwXIZ{B1zpJ@PGHUovb6|N zv+P7Wud#i0fg)JB4n@(*A&$>$?o?#MDSvLe&sR zuv|$zv=1imh9_h#gW+&m0#A^Y|jA|O#57F%l3rX=BJb`11Q>_9i>XjYJ;}#V= zbjQA#y%b0=A9ic3cV2A7D>|cDfsEHFadB75BChMVx;GlIlCg)ENLHX?HA+x+rt*3O z;%%BYhw+(8PP7UbuT?^`GnG4chs!HVczwdaSXQIf5K zCu^1f?Z?QCz2#*x=*!p1_{RvNSqY8ml(@K=UGW%UG;mAwEO&-`#y(LB)a$TnI7UO= zTvOD7`Ut2c4vE@+X<)rUys0q{<|ot3M7Itpt6O5UFQi@DZ`(7(=#IaTB-sjtGK-q9 z_D-a1>B1t5K$kD3@jFq`t%1nvmYrzl&34V)y4x7z@p&^MS%r*hl%VW8(D3Fx{tm=w zR>0zQN?hD`u($)=)JqUgFj|4o*>M||1^uG27l^HjD%3VavJrNk?WTppxET$1@%TKO zM!5>IR=-4QU*I>-&G!z>E|^U4_zPT;t-vU=sCjA^q~Cl5#$CzIojdpKDR7qK3(^hR zRZtBKvP12Qeb1InH%)l46Uhp6tVRjSzDw>oxUjsiZ((K0KsG=2N>X&I;HkQ6Fw)Bu z2Y%3;G)76c3Zu-UCZnC@y=8bwkI(XQq7~>wt+M;(;tH5g6)Ks+(`mI~G z7c~XrFKte=0-&f>_M?4i-#W8r#+Z%cFKr@O1&eBwpzJeo|IJ%+!ykRAj6V}~(iI@} zYznM>A41ld^uQe4IKm-gsqy!r0`+Rh1`gT9_Up?2-T+!_8+SAQb;Y1vh1kF#@!C1D z+jiou58L@`%=4{te(alpqFaGeqMbz7K#&wu2HUluH{nDJ62y2yu6)UEb^&hF%UDFa5|Zw@erLu8%wcCJ9E{j zKK<`I#cXr5p(yCxjA0m`l`2rLm`#P8YDS%4Go*S=AA`v?8b|k;sSX*+nF=)#N;$KwIz4o z($~cJ`%+H00&t#5b@oVbPah{T`&BL`C#i61%jw{uRf4dWg-cVXi+8Bq0yWk#o(?{u zJZ53>tdEtu+0+*G(bxbcu$mO%s@0@29e>^KGwyc={gb-@kI+2?9qwmSTXY{ZeG?de z-_l7}0oM^o#3dVnL~NHvjV~!7$clCiW|dFvUL`Xm_gLGaK2CauD8iMXhrHtK`l4hx znYu4MbHOCc^lqZBDpq8sxRhBg-zb%a|kYlo0G&%<;!R zv<%u6n2mgDbFiPZ0yeWxw}2jB0;W-}fUM0U-UUoe4npZiZ$b#k6d^|O6O91?yLQ_{!6I1R?15t3{LSeZp3wXgj{ z2TaQBO2zhn?}@0P(iO)6t2)s!vY~uQvP6!~1l2%*VI0WHc+*HLp{ilvUk# zT3AT)H+vQDadXTmqAPk)^N`TD$?;FdllRcDpNtCtOdc9j%3(ssJN~vV$yN-%%%Zk+ zyE0{gxk+?;J%n0c1aoJ&R~YB{_?IPvb`^B1>xO;1UyQ@Ksr%S}!ye9Mk$fnY;lDAZ zJT8p>oFCg>OVO?9OO;2>gA%mTn__B@{4{B_l5Q1RnMa|uOQx2D;{*%xI%PO9=nHLp z$&^mI0=J$`LAUc!gD9EG-5GSW<4*`hw*solqj1^<(Sv9OIPW`m3cILbkj|yB)towA z+$!wTb0Ey2yD==Xr*s=?V@-`eJ$2GmV{S9gw(~24lE(KTup_^_2T#rn zHu+Pzg}jb@er#?}(XHrel}Aks<8bdSaDnLFG)(Y%1T&(}N$VYpREO~ub0~C%S0Zxl zM=vfAxn^d*J3TuRZvjbX2UDA7 z(<2b#cW+C32M)6LK;=#>EA`8SQ<=7hP#0B%r~*>|;qfkkAjjQU+am9lh55s~)7zK3 z^zIrf=;u!cbc~AT@ur?`go;X`+u_It7{^z!0lUJb1NIiYaKbH^rJCxSU;-Mc4Ks6y zl4>1=Nw;A@HPyGl1SH!~Ig$4D=8syNFzJc3jEd@8V8D?LFyvZdB5h6aT1l*2*K@7# zpEH?Rlu$KTy{M)Xyba1o(1TM0Js1JH24ytpom0~5L8rdggB;2z&|&LzDxjm9TIf0y z3Ej{li@Cln!^_8daAc*EYO`a7|KiEa_f%GeIp2*e?@p+@|5u1@i8oe3KQ`d~2jP2cZzcUc?q@-;X)4tw2lcGcLe3|J@9 zn43;zW9CL17c?e^bs~+KIhBnWjNF(UmTZin2@%t5$HKyaUBru98*y|p)9U~#nPnz_ z?469dGhQhS3EGfOh}=8p4uK4AZxkS5Bzs z^EUY1Y6+dzk|MB?+hYpG*1A2_(mJC(CNS9^o5XH!dVr4D+q-VCW4m>FO-N$5lpdhD zbp#b1$Vzu1I~>^no9H($(JgDigv6$K3%a8IY#a7Wkm^dkD%FxgpjlxnJPK@pH_L&bK4B4s=3WX}XNVT28} z07o{UdJv2)cufaklrsTMFaXImR1Si%3F}Rm^dO9KCfw0A;K&A44#KHA6OQ5vFv6LD zCYq`m2YtSexeh}Cm@d#jbre(7XxKualPD@R0KN7_jRr(FVS#Fhk&+Z(596B2I?cx_xp*F91tL9YOI z0`1YI!TRi3oAy+Rrwi@Tft^r$>fFlkQM^^ znY(-Q-Obh=cQ6^2bU-ykVI!9_zh4Nv!3XY}Q#hfLg3}HPa-qmMfVU)*OJu zYU3hVR%n;((_lgj8Jh-&y}FrTz!(K|J{)&L<9mvyagoe2}{+H!S2jci`M1X|X$!71q4pss5T5E5}&*XEXl`o=K9 zt}Qodq^`}Ymq5$9wsQ))wo})&1_+6`tZQ?F{x#~_a<2mF+Pr!R)Y`SZeK>}-anP|& zYOjTHN`yMf_pc&|dc?k6m@`qtez`1XKSQj6s6%{x*KJsLu?ZqRh&n3!*Z@(7c-JYI z6|;4-!T?c^SR0Tvn#Z${-&XeVE@V&xEfL$K^tZvev@4{1kksdebmS9~(vvGS{8-5h zlC%QlEhq&gTVj)KYlR@jvNvQxvTdy)R8{FnltHR$hV*bfjh$(Yx2p->Q~J10+1*(6 z*)$>1fUI#GuUaE?R%uJh4frOc231X|Hr`WRYXXw9X|%?eMsoVNOu8}EmV2r(CLr0E z(dL-p;i|V~(sOJKhg&0(keFlA6L!kx?y9$ALN?s8zLWL59jy(T-|Jeo;UryfM{GmR zu&!wv%DHAWB`m(UBeg;Igk8fnoUBuBV6hcQQoK5eUMxGceap==f*--rx_ysb{PMGt zk!R%9X7R#6uqLQBTP&BzZXSDO1r&VcJJ;QX3Ttd_r3Dw|KY@&&!8;D z^Yh)gA!Bl|k|TG?2{lP})AljCsceRP;M8`}h%=_Ld-SHruDN#9u2K41q5>JG6vOEo zz`NG4PdHo8*G`oyg|>Y1&L{&fd*P~+>IGXDy!{k)LFtvCzWoxmZ2UEqjlVHHy10Os z)Uj>E=toIMp8@Zjbn_31>e<$z&w&v-pdPyHf~zaL;HGeJXt?<$Yv3J|?twYfKGgcr zRzNLq*?!|)mWqXxN2Z;OZTNrTlr(;Xp|6H4n_WHg_oiUV!`<+%F{XXVxKDiMFR|*$ zC`F(4qYZpLblC+PD`$QQ9ox|V;-rV(-u@BBz6P{xx$Od&Z=N$VTYbmrn!>jagKtF_R zb@jSVdJ85y1Xb?ID%NQpAwdqoNceNUbS?3hbIA&S z4n*SjEnBEkxFH~^rvJ-t40?xANZH84qRRL%K!yyS2s?cC#DWa-DdTi@W)_Yl1ukqf?$F~%K zmPWf~MpCKINN&oOG_vfm#y*yhbi5q@;XnK#{2lzC&+%vQjWzF$Eh97IRTsqOIV4f} zGVlG}C2rh^xDkSs4QGo-Au91)6CvbVrpo8sgf(QO zN_vj$=qm8~)jS)``X6SzEV|65e=Z*9J=aA0U!-Y`gmszH`z{M0uLqDSuXUC45gH`< z4hsC23lKOeC9i=uT5J@q*E%OIHtI9|vzSEeFkU70h9k%Ekx{8ZQ276_0GlJ>s}hFV z*p(t~R4IZNp5PM`gKGG93s3_uWsEsTktm@WcM}zeQw={!6@(99^r^suTdBa6OxmPo zt5?Gj;9oAv`oP&+W)X?Arl_!KAZX>qi5fT$&mpP{rxLX?$QdVvu_N<>LN6l7P2&&J zBjU$kZ>k73z3@pZA~g9BQiKzGb47ge9 zSD6(dR%Y6PBpQ!uo{x0jRcJ@#)(JPAbq_kh^OX4CsY?8G_GwP}owy1#lF&pTF<#st z;6c0!oO6XiMJ%GPM2cA0fWTFDNOa57ahSg`Pf`zR<9QqxG|+@6&Bozz!J1ge@ZhIa z4F&tee-xvHdJ?;maBTDEVX&}WW#ckYhYleo`^FkrL^Lb`LB9|_f|~@e80;!NYNZut zDt^LRS;#P=rB)ny`H5@AUzZm06&Q=y!+<2d;!M&{SSt$|V7N|)5%+yT3h^9WczDqf zA1yh^l~UMxiH@<-7p1}FRn-@b!A+6`kaE-*laRZmuq25NvC@*nTy^zJIPC@9Hl*Z; zF$uk33Ja3jBvChBfh5iwuVO?wsf(|kvMaV?E)t}G>R5$dH?>HsMBRV&OV9mRu3|#7 z&EuP=upo(wV01f)xCRTvXw*vJF1+XChQ#W?W!y}N4U#r+J%i&}t0S-hC%%cmha_}k zLDB{;5G1BAF##!2VoXAUHPz4z!kBK+cb8&yU-BGWspu-q!*f5lPQX|}Lu{7kKLu{8scg_f2&8}Ol#*VH# zTpadBw=TN2Z&1CL_a0*CiMDS@wfk#69i4~F?@CW?4(<@xw-w)bc~_FT9BGfj~f0nq~xgKQ7>Mbud0Bov~=P)czfv*e*B zBMsaP;c9(}&JZEIOI^q?7`W`0d|0Z$2CXD_)pQ4mpcaqA&R;Fm354K*XcP-siS0T% zh0xgAxQ{LzahdvGEkNS^?x?(a#M{IpfGRmJIVPz+pL-1ZFBU3htVv6AAec%>SIIIF z^6tYMJKNi_@$7$JfW(7IHXV-}2eWDclrHX98C*vbxYgk|FVMS=jUuk%QjZ-yapZgM zLVjfi;MW0ad{_m~S@3riw-YCTFbu~k{zuUPT&;=+R926HpMy@oRh&hPDnjr|btuK2 z{ap72&fHE{*Sm{$T$xUy?anpIa~u^p3YhBX>I%ndZxjt|;l&6SsT%l`tn~xlqlEAshy#gmayhP~LC9g71KLOO-j^#FR_>|jo60JONXN9uX z3g;m(8c9)F5L+R!6ct_sQj{i>=oFMiq}s-#p_inCLk2*kc!ux2~a{6`_F}9DlXY8 zupt#+IRO=4sZuckp-_iZT%OH|14cp>`wt1F_X8=gAr)Uc0To}XQZWIcP={3PzO*!< ziv8D>G8LEX6aR3V@TfF=N)N_9_=FC5*peJY4t6k+fk<)?-AVU=(_14C1EPfe%!+fPE=Z zb}LLUUGG&i1`I=i{(;wj*tiOCyBl+&LQ{#Haq3mJWeZTW3}sS}wZ8}%sv5GCp#&5y zLz&VqS_c2{LYPa+Py$jixN5M)CqoF=EBCBej3rq>Ty4`mM9G2!@`7b)(?_^UeuZ5` zfx~l=cDQCZi4d-i1smlQ_IH(rc^$!<#=^AXJxM zONe!MrD{?k*8L@_LI?z+fe`O@Rxd5u5{JMeXbA$Mfe?33z?}wF?nFQ|5&~HgH}Zt; zG=Lo{K}+0)7qmMlA;>te7*AI=iqX+p?>;Q{-RRExN4(zoV+{Gj>e9c1e3VbJS>7Xw zsgJr1+V|$iLDcIDMQu{|qc-2vsK1VbD3kG4&K6aL#)*zUXrp6H)r}Irq0#-8g>F)e zZw`v?Mp!J@{`!y5q_Kp+h zejA)6O*g*sca7_-PF&kXF(B&ewT8t=22gR1%D7*)K;@I+e3lbPf7A++Am{-kxhXhb zG2u8Zx7P-bqUZ*se$`g96a;TrHfyCINzjXj*vkrDvao6MX}2%7Xc5b`3SJgzH$>|- zt-Iegt+_KRx`){mu4cKFk7tJj>bQ+j4ZswYrhjF)x$`)xiXzMkN*y>|B z;*-xStwABjvHgkWA8u>fJzO$tTBP09v|iKJBy}FF)sG?j%O}&7dv=D5QGe1|Iw>OH zxTl>-(eGqzJh6h(XAJtJQ+8{NI~E|Bjs-?56+GGW-5Q&fD%6=QR^Uly&P!&p!mx48 zeX=PuIVFmD-c;v>ogPa|SBz}(l%%QO!1~k`=F^oM^MiZ+rv&7nX)bM%wZoD1%E!N6 z{mf@S!~UZZYT}jT{aFEM*=Z64ZsS4lmsLp zKz_D4;1dSBY9|(PjlZ2h-6n$|e)DCWhmpAs1b?f4lw0ku@mz<4a1gHMuC)AZk1yZO z=F@3E8{HhtY2$mEK*N}L5H5aEYnJ2@NCCGe*|RB|g(e;`Nr6{U4ue&1X{5d$`ffJd z>tzIHiXK{!4Pum>mG#LXb4ZnU`=dOY?5ZYaFMa-50D7PQ5s=ukdtg@bjh*tV2siX;{%?` z;yyh-%tpOMWtE6_5GQ(1<0Uo!NM`nKF}%_HU_PDg9A=a8D4$MAaQH_FTAPzgr3^MM zrF~z=A^Gg@Lt`aEr06&>@fhp^g@PP%7!Y(k9?*n7MZ=Sb8SNOr9D~A3WybHAqcA0=a%yyNWN{6VCT;G3kE@@gy5;4f=F?AVs$4ViF;Rfl8Sn998b{F(vVx zbiI!t9symVP>{pD&x1*C0ka%J>6~^1V1Ys5_01p%ny@T09p|hrl1A?oGYA%k2<#Y- zk|5kxw~HxEESUp?bZu4Bk3p}oDC}YF!x@7Byk~Vq>9mhHMBqnn>u3}1m>w36>XdXH zlOi93T_I7b4+GyR2ASnG>3}Qp5x~`}TI1n-@exe>^m%BdIy)7QFoC;g*-Hjpz8>_By*+Z3(KW)X&NBdQW2gP~g{ zR^mSS^+N@g?6X9>Kza(5Ghkm~10Q0MS2P zi@c<7O)4i z#LuqepMtnveZ?M>Zq{0nkHD{9)t*C6 z#z4T)Kcx((bV-=p_=r%We+mK06!)puH}iCfD!IU{OOZfi;kF=R!hTJ;iFGzSvn%kE|-ysdQ+s? zCF!7Rl&@)*h?uxlYsv(5iiulAxB|1WSnb;l0oVA!8lAa4G{t$yZ}8k*J)&SHB9B(c%|wb}8yt3H2)22!}%LYl4jKARCTv7V}XL3U6-~ zPxJJf5S&~prLb`+X#&oJmirdrJcxWHezd5mfcpw`n1UR;NK=Hrl5{m-x|h_q0>>%x zWklpPTWr4--H`Cl6LdELUe)4wFe+pC)`?1NK_9{8+&@X3ag_~ee*nL~V5$*d$-`IhlV*TG_5Q|=*QSg1678rHsI&_L9bWFSwwnm{K z`-)wG>d&?}ZZ0qZ-p@s^BgPXiE>>*xeBM`uaNpCBSD+a6=~cCKT4xr z7oSQgLi?_L)w>`QbT{wQjYKI1M2c_~YQbHpKG62c#dNIiL~TzKuY#*z)ICcexy8%q z7<8hM5h7m&8@;N5`%3u1a^^yQifI!;wh}1XIUWG`@b*m-)Di&%vQ+>XXXUK{)3YgU zSD9@h(V4g;a{KG$O@$38lv(E|FrOFLaX*45EcJ8;99wln-F}3C`QL zPh3efi1zV{lgxopwfxE^;wbz`+C(CD`)ivT8~y`Rc~W2IfoX}R@=EHF`o}x}eG3&@ zN?mG!Q-l=DsuqVh^cs)ynZS5XXlBz<@{wpfM;JunH_ig^t-fgWxJPvNgAT^VOaugXPjZuPr z9DIpIIap;|5%1gQQzUIGh)EqO1S%y;WfG;zdx$F~O`;TsNFmG`qRL^?&LK4L9L|ZmlLUXE?NOPI z{9#cHAIxb7k~AHW4B})^Xp}JmYXdT-VFM&u8xWK$0n=ke0yAej*{DB*#*0?jjoOSv zGiOdlRdP5#(*6_32lSsUDCUoLv`3B8|=*Yrcf|w9Jiimn%c*!N;2Pfx<3kx9Xpvk0O^!fN(E9d4f)g* zV+8Vd4fZtE1^9MgK#!sEiiwQVJr^CA#sxWMg%;+Nm4ExTBnkZ!++_(i?zR$Ti|7om zsu+V_)nO%C4CYIxclrLh=bQt}8g`#U`sCBtvjzHTxY-qM8iLAe_kBZ&Tnv$~axwI( zcCkRgti)d~?%)QJsE|n$ufnch)W`!lv_yV7s&0Hcpqcjz4-q}V^I5|Z3Q%+p7#BSdyeGIGRPADEf6Ri*Iwj87@xoVsmWsdCnIMW4%r<>XBq7sn=;1 zabBli*IpMJ3e+kF5hZCTP#oeUQEzKO!uc57LjhIiEGM&%)l4*f8FQ^7v}J`r&G&?z zN#T}#mUZq_qFfS@k5j+6-AKvcJI_LdE-J$*uG_0)iql$m5*oO}?ZcD2o6YhbOkX>u zY(MF#&k**5oL87UJI$M+eMeWYW}xv~JO6M-a@uwyhJvb=Nbd>6k|gpaMY}30srPhu z5Sr!G$WO=ikx98m}DDoW}C!tAU}PVFja16ubRLr?iAM)I%H6sS->q zR?-TLRt2G#d~ma9h4R)uOw zs`j5iU3Dpfs{O)xPc$PUNmoHv2vk233c0Y$AbTE9mI`H;LZ-rVst~qIqICs%l?tl= z6sIgz8OryacDPW$8uq7MnEVP|6O$-0vzSE6#cSR~b)#~{(D;`NM9!7Lrb?8QVfs~K z;CHo2LaPcyg42A`O`!g;!-Y6y2eX7Gf&^aI5h&PwK1wr=Ony8|sNRiBR-QY8#Yt2& zpov#C1^uFK2cf|U2kx#r$3mRms`$`k7Z+~#)KzW&C@_wn$&%0&Z}}xQOQKHE$E(WK zeBWu$3yn@@&&D~dxU)`i+Al^c`1l(vW1@T#k*^X9y{aV%C1$21vOb<<#i`QDW~KL` z2wz@bK+Unfzcq$@UM;W++5deq zilc`|mLl#xf;lF$&uD&lq)j*oQFB)?efE6>m%SH6g(>XIsRjWGz6u?U-KDIZJ$aTp z`~wbie~zL69gasybPA&aJ#rLD!4rm+(-9o#HfIEK$Qtq~2oW?RLjZYH>!`lEbC?gt zFeqD@=CjTupUo#Do?VmH**uFb`5N?t?bLWz_ZM_|rKH`NseiBN7=(L|Pc8y_effxm zz?IVx2}9hI+#2x!L@7=$%v+H%B_OV|w@EgH_KtXnQ zxSPB0uHRaChl{xczMeN$;5%_B?4CBkzq#s%o}f)A7FEa%6biUI-`pA$Phe(s z^&%83cqVt+k6jRx5O^mN1>fWNgJ;l~;c$&U%nthmNZ|OGO-KX}8YP4~72V?0MOa$* z=g*CgDkuXWWmF}I6Oj_dolI;MMK3h&o>dw1vIO|Sbj-uGb8 z_anCXE4<`{T}|)ZTdVJR;Wl1Jpyd5%E$#}eJE?#7-mROL{iE6TNxftc0Bj>rkljiB zo%W z;qF!WD(d~*Z-n-}s%8;D&q}~d6biVzSLIYk`D~VZ{il7eikMV@w~F>c7gjv7q&tckox@Hl8?Lwh|ySvW! z`m*VdbPC-8e+2pVAl5O0&Z{ze}=3uR2{MY#G4=<+*89bQcq`7=z(kM>V(x^9G z?bba2=fQV(-oNjK-98WIf-99iU9NHt*6VJ>;lqMp;N-SGyHqS5zHIdD#0}t?K6DLB_N6ii;}<{a2^at z{ewZV$lO@7@MG7nxB`xQX!77GTr|+TbLY3z2kL>_Ax{<2q3l*D9G-bg@Jmp>tUX; z+Ev(+(_yEUv6&lE@i}ceDPu6OKpVdk07~0r_pkB6G|%bgbhI6X`lk}FjT}{K_wo{1mDV8;X=Os zY?2N8Jy^4TQcNB@ouP3tk)Mqdei)GwBh&JFnpS_6QKT8=|v&56bNq;O(#>JBJ9IQxGH#7q}ut_JkLMOH=lOZVxm5*nKPA6?#p5S8O2JS(jV3XnfY?6(p zAlPuaBJMPHf^Iw?VUxEY+pm~Er5F8~1ndZXwHP1(P+9Jgr9BkB{PiDNLm!ElVj|HP} zDT&BF6ZEBd-I-IMKTFWKEk+^pSTCEAmh@;y9Cgo_Q;fzvnu|dQzJ)?rfz*a0s`zMl zC-lZMz&<7+_)auR1X9A|qmG&sZsCnLocs7hOMw6>LC69&W-!Uv*&R^+sGJUq(0Jw8KvY95~6&|L{3K2$k=d) zp%ZiC(X>H3gckEw8uld^?2ar*tl1)t6K{$H1M>*s#_ySWCL6htF4#B4@J8>0`E<5( zm`%o`d^&YX^3M`@znfc?On!XII=&7<^5fS_I)zHnK@cVpvQRWi1YZY1sH1p{qic!| zg7Ar!0s&Hjgjxz%lHK*}G)1bGqIg8eK(HwMzT1AJg61&#F5qM#m* z;MdLO?;G3+p%yy0LoBL=AV`!&NaeW|yZ9%_4{^izTgi;UxkTbeV3Y{H@tsi4=C9_k zNA^Q^>eP6F$!dm4SICao zss2GSr&8*Q7X(34vV=R1+g3V^MQL1FV%enRQ!PySuIXLA6kXVbUQq0GvJ@%0lUcP? z9(2k~;S}W#pSEy{lrBY)OsYjO&?pgn(>p?8=mub?94V%EY);j}xNs?n!v2Q8L=6u& zpnsAq7GP%eghJ4iT;Z6oT})v{*Vo^qiwPy42!Sk2N|vzKp(~dc>~)w^wLJLkdQlF4 ziA=i~ufxph35B33ONEmheao{_2bL&ZlB3x~h$C;d){dhDsc<><8Bzh3sJVgl-9-86HrnO12VbTrF2&-y=$m^z1zU5lcG@XK^ zSgw`igW&nq)f$1a0@)0N5~;F<<4 zE{31Na~!OKlK7GR`pjoO`x*8hC7o~j7cS2WEc&OIlP@`hWGUZLzM+u&LKFYOUUA1Z zNfDY1HkC5ih?F3{F2mq}qBE8yMVDc4sv!#k6(J5@D@I=~Kpf1eLLB@m0;R<9&02uY zHj3f6nC2__QwTLs6g#F@Fs7J6LR>1vu)ru0d^326xN2P36e-Fx5Q|9s3W);m3%@{_ ztePUzVIlruf{e;!RUwHFmXgRfoCh}I)^49e{c##uB$Em$Y$ytUAn>w5c4$c}QQ*aF zD#XCA)^IH`TW~|Hw=CAR2&)KbV3ERtrA!m(N+cV;Zs7@7iMkTZDNY^}loF@H)6{Z} zvMX-)2|Z1*sUeF(qy+Izsz8$$+S)iQ`mp^?eTOAUF{xtmi4w)Yq-60;fR{X2y`QJe zq?iDwjN(KwASqb__je1ssA+bOIR7|JM5er=Bys>#LRGe!2NQnXhGTnL(pDqbL`g#t zDM14F#0!n#iBFG({>zjW!u+D-!XF@j(E{Q*HuOCX4@m{Y{GtTJA0U8AK;I;}Zo+z+ z3Vn>FOEF1qGm8_=F;}PL3S2qAla2Z_m>@@2Lc^U@uE73Zr*Ta;!wM1IA1RbdOkd>> zXw)$!p}xlUOHujb=2jtK0H2g@etZtDT~ybb@{1RVyXr&u*jphOx{Cc*vGlOryq9;2UfwzA?-R*;)si2;c{LL_)VoL0AwtsD3;9`_gxpM8zQPSd zU^U*vW)KYl6I_+PzUJ1~2jl#JAlq-RFh(;3jPtC(^(5b;cey6O#b}0bah^V0`H1^h zQhgzsPF(1B?P8|i%Xh{jYQ{ExUy=-=VjPvSzG65Robb@=?Dq%seEhu@uB9nDA?aT= zB2!KL4Z9t-QBz6MkBPQHCnz4?NE2)gij(w%5*(H7$jKKFUbt8y=Fa-Vd^*d9W4c|f z@sfd$dIi)D!l6)`s(dnmdz5XLYop4Nq!VBHv)AdwD^|#856T;15l5vdvu%o3%y`kJ zZEA`EJ>h6!c17ZQyB)L%`G{r!6>SLw*ATLa!E^<-vOI;m1W5ZFR>v{%^#yloK}p;2 z=_)rdI^1^8{8E=b4d<)bMi z;XmB|P_IQnh2!xT2^Gj! zLS+z?R>@gP+E>-h*!!>nB%e&WqfuvA>_Nf{9^5%v@9?0~Szo)@*&mOHIR95Ff35`~ zAaX4_S}i|zHsLs0rb_;glT`_@Z>WJ{HxR=df7&Z>it%WOqL2Qk%!szaai1comyNc%Lq}O-)S+)Jv4D*nho{8 zKM_genyFJ*+(^lkza{SkE`%Fptb6vl@xMtet(#|rVcj2U%ZA&m`(x9z$=j@#ZDV<{ zaY^BuW!&ksw|?6${gyTx_vl4fi=**i$u(bTDce-8Z5lx81HGTRl}y^ zmW9Cfk6kG2a{N*ao348<1hzj7qp-`2s~YzD;+J6<$a$>d=w?FE_ zfzA*VUEzG?)#S?;lQm(~KqCE7Kiig-<|9S!TvRT#^P(f9;BZr;198#?EtzIQt2gIoxzQ`P#E>}D&3(Jam8FS z%OHj|EQG#lB;b`xPcNOQfSh4%0R>ED!OGAvJ)H0F%Nn<}&Qo*Hw207Qvy2nc{!ZJm zu9)UP<^;qHjc!OQG{nS1p88_ak>!bq>0k2+i&>69>x#K%3`SUOAw<9uw7g69!%p$Xgn)tB}5YvtuGoR7g)bL_p?1qLjS8wqPYQ2Gxi; z3&E#AJBYjBsgVvS1K_n88qh!%ALo zOa{b^Lj>g5nEVXJ5r!Y9R&q>CmN24}yy%z=SXi*FRLartrz{ytYUsnO^8o&i;<8f8| z`JWdMf4rRI#PxozBaf@_!`6H)l- za>SzW`&S?={N)Q(fVc{;0D@y1mDVq9>>9*QsD!iH#N#r^M#pI5K6}%H1Mf zz0n%tl-Oorz0Gv5;hGQO@L{JBHEW`&22DJSkh53D4S}TgO$@Ta!~n9iatI_fbYhSd zwg!-;xyiwKvI(;t<}}vy)3jht*lT9NR+-o}o5bJf?9sD^63v7t+F^K%xkBhu9j&xZ zs5*aQmj71*(qG4yukbuTmX7 z`YfU9{D+<~)s@Gc`BZmpfvRJ)gR0}qmFipz6Z~+@m0@?iV^mQlTA0A}{Yc?5zCwXe zXkC+jk{a7?bhK)8$B8EW3>H=m{dT=aFovdjy+koa3^(aLB9&J0HM&j@*<&y={hYZO_UdD;uSaHe z!;sjPDm9g~1O6bHD^KtvT&K&$NfEC5SBqIUu?H(vx_$W&9(Gn2vJ}ezFxo*Ka^_V! z94yevjCK$qXI_nPaaJCH5i1ZPE4!9lpFpxxu8(x6KPFmoHF)n)+iY+^OuUJoeT~{AtAHz z5&f8=2bALHR~Ed%PFBw+wAX2;tdgi7m*T3ReHpJ?Dbf1HoapM0s%K@~haez=en^a) zfmk2`zC(|p>Q72-}N0_|xVXb$3Tn2r}UWHOn~A;ay*132Q4!S0xur41v6p-tW`RU`1vwXiQSRk%-Pn*fp*5PxH$J4rBI^c9 zIV*sc5A@(Tkqiz%N$&$DWe-e~zd~yHfJra04>-xkVWvJn26Nn4aCK>CZ%}j}8!piJ z@FSC|2PWpL)EYo%3^fy>Tkln&Lt{)Us)}emfZG^heCdc%t)i-fxErhEMIEciMqXwZ z$IG^>{@pgw)yE+kJat%d?hKQF9l6YVG2We#UTo9`H>K-FOW)C2e$(vz&Ft-$ZGZtW zHyXyp+j7Qm`g_suWP|CcsuV{C z4h-5P9~MWsIMhU>OvJ~I+L+R&?FMSUr&USTqB<l^b8@MM!$kX^u*X)>whLo@Lxt zV+BRg4=HTcY5!nY^x*=)f*nL-WoWI;YSVV3wBOTawNjtytmq!XMK1krrw0eX9TF#O zmHwKPJy=ct%GM-{oWfRLew|?AD^_i~UiN&_ZvpHnUB#Z12bUN1uBdx{v%yN%`(O^I z;O$M=QH`VA7z#AL!Z(tcZOzCJwJWaT-YobrjDq3!DII)&+%!N&v8pMaMyTvZE=>t? zJjjMaI@j^hLL}pSYKkSWDVazma8RbhIlbNPA1y>8;8If_hD%8k-@>NZYz}uM!`YZ5 zI4-7zmCS0&R(_~OB$f9;gG~>!$=He^|9l~4)4b{ms4*%Nl2M08KDb+9M4hqms3XK7 zS{8vvNe~kz=FmgB0^mo9t%LYPOM|}AUPm@UxOLWr%P#Usrwe0q(xi^liiFt2N`yYq z0+G9fJOYW?VVR@!X3xgd=l&wGU^csG0qsw?Tku8(`&BT&{OGJyp+()$}a(<%Q zNI4vpjkV7s+h4|Zvg=Km>qu&UttF1M zrJyi1L*D{yS#qi`A;+iUNJJPs+=sBUZY!Ee zv^W}-5+x#V!47{@j>LgWaEKK`;!zSr45`HzJv#~gC~e=5`P7p}VpB3jOyo=s_E@`t z8(_W1PTER( znKYjoGU;!$og%tUcQ%l?>(oqYNF#F;WuAy3%h95TESy2C2m+0QPwv%5Y3$Kj{G#K3 zlc42P@Cyo8@vZi{OP-km=l9OZ_kX!4Nfo#Ha;h)2l)eR4r?<^p00VpT^h^qF=@-*hTfAzmWHvZa_# z^>V5q8pfwOcXHmDw{!0fvLV~PF(38%qXS1#;=fJa>$zCgk=2D*3H{TkULLwlwy}qZ z4b^)vwMpxZ{aV=S=nA>%;sUwdq>w}0RKA(e@)7h}0n%pV4L)sT&1RKDk{<@4|y6@8oWllgXE{&$pl7nHBb$j- zxnJDK6RpCNrj&lLHEvKUWfOP_iWUUj5%uKmXa4!tr@Wcw(2;Lv>P z$Ym7)#C5@N-x+LMhcfQR`2?!yh-B%zV1ru?`HU}hc#P|UWpx3L_vyP}!K9Wf6` zQB!ZzY}B7YEfJY}%V|08ze^q?JzQ&8&_h8-mbkecU3-CJOZvGT#iovYs!~OD;&B4$ zB8D6R(pPI|~r0%ZCg0JEwmScy;x7wLYk z1E&^ZEnZ$zPbg85qXde!R#`BE+tfm=rCHSzOn;`^)=#2h|9sTvheFNr;kcNHMoMPZ5K??2R)?Pz zM1pzanYAE`Aa(~L73+Q*hXcW3e^5MO)4q0@;<%l*31J^#@{-myIXXzd9A=Mm=r8+p zYsg_ch?=Mmo_;|?Bd3)KXwwY#P}=HieCCo#)dvpomG+$N zdUw4KH4#J7%;rrU!9_g^GKZi5llbc*2^CYuF7%@lM=UUCS2;7C^{&Iso-kX)9ObnP zYE5R#qoS8DkFudL^7~me+Wnjz&5?KVr%==Yo1hAL>w`sCDebL2*xB5HqLb+qjwtPA zGx*a8_?y*i)pw$mFp|rX;|t^Vb4DX-Y;ui;Pm!tH9Pg4uz>mt2;NdA1?q3}d_;GvohSX-Vdtnn z?eFymeTY?<=d_w<1|?(QX*@@rUMOaVu)*!Zcu>Hd8~rIiS%9Ar(-EW_?x%j1t_&zdQasZOYEJcM8kLdOrIEdo93|yBb*W<6>kyw^+TD2r@ z;bLH4RW9WM+N;(=1E7kd2Kg5FD0h11zUo(QoEIff+`KMTgOZnw@pdCA9KU@Jx`u%W zTjNR292HLU=`B6U*_mg;72sXl71pZxjh`*6Po+1U2X6C0zNDSvJH_4yu(uWt#)H%6 zz$P8$8*FI|mOR8*f&E0>WT%=ja0Qu!vkL~xKxLUR;BLSe=%B%V`uKSB0SB^l3(l$L z-P{iWr100J9dvUxZzgVSF{&6{ z01kVD`~o|wk(-5mdwk{r0L{lbEkf_C7vjTyk}fVNqGEmVylESC^e8Urb} zc3y(3k>9_${cLs!9%H)ytI!i1Qv9MhmTs!dzUC}iT~mVw-|m{mP~`xeVexYOoO z*)Dcy+DF-7o-grNnZLd`&9h0Do=Uk~&02iL*+P=F!)YvSX9qct_0xQqLC)3X?fJxF zz2Zt^{f@-qi}l}_jt`%94hEABaj1^SKZx-=)p{W`R1U+#r!Wy?whYXc*^A36*;$s% zj$eGhvmU0zwIHqz&x?w&n%gR#tc+=j5OG$A6Rb^`M}#2oW%kjsM6=As|I2{p`0@jR zZ)ppjTwmIr&^(!R6CRQhk#4;=z!4VWFIp%74bGLwaBwkvYia{1r!i5MW zh@)P!ao?2r!-g$ajy~X)zz(AtDB0K@4_c+hz#dq(F`i$ZX&0{+GJx4 zI6Z){EWs=bFvqWNKuR+g0cJ@&155tEBbCjU^db?L>rruRdOUpaC01>YzJo|8&qvCS^mXv!AbD10S*}eW#p030HzdvT; zUX2vD^p#G&mYV`ctkQ=CHptfzx%_k)ka3}Zva1^q`1$pvO&GGUbQmU2#ejVYM&)84 zet}HU$b^|G=2m^hm;*thUHsd+U1}+rhz{l7?lC7r>`4C0&qSC&e@n#6a_GvH_pRGv zJi8;kTk0m85G)O=IONDk@Hwwr>19QZze@Af5Z4wlJ?vI+&o8R#}eERm$G42fgE< z$a>E4diA*YAJ!EVFGP?5H?^RG{va@{i`11M;9HMOP6PxtDO6;Fh#jTQ>vNjqs7!v=}_J&5p8wyKDCQ8m5b>&2IJ4PbE zZY!xlzLBgY4K*ZD(%x$!ZN>27-zSvZWYty+j&X+4$a^g`LQ-^dO!_}1)CXnMRvUyG z8(An_l*X=B-V~N;b+0#c41q&|p&XM{_F;qURYUL^gfDMt`s#LC z6&RK^zvH*rEM>1)y2JG}o6NhjrEEz}L;QrP>upV^Gao&fWaBYgnBB_{vm?0lonGED zS{&w*_j1Ym_`;o~!wg!thP<=~C7UAiKh%QIP#2h0w zm$4Sgdz99AXnBDzpb>*cl$h|3ggc4vk6(D7Z4hCwUp`vx6qC-;8XMYPX{^q0AB`B|bwDyywUmW(khfBpMUz#2k^Fa^v2Q$~)0nQ$+u|?9(B&SU^MqfJC z389YG_~I#}bo}ts-;>@ivG;?q(W zaWlINz%l?>#+H8b7w~imo@%d~GDXdgUt(3-y`sx&wBMwylgG%qrgMwMX&Iw2~!SM9xVR3)6|g(<6kK4`8BPs|ZPYWJRa^3lUU z$`oHta>*})nyj+t*FOIB#m{{9GweUO^ZC!(7{<>`isb7OzwH-5Pht_ZN9=TnASqGN zat=Oo5?!@UQ0=x+9#oJzOX5F14i#d2&nc#zs1uy`8{)LdN)5WpDIoX8_5b$Q1k~-i zplo_UG;dQhs6((LWW%CCJ!vg-G-|Q(6pq zOdXNwX`fN4IpSEs_E;{mUvSv?_Z7PYs`fa z`D$0}mb!{c{9p>MVhT*`TYA8BIu?@KtE^=TGN#< z?bYw!^CGi@J^}Zz1vs0u#OLna+&l3ic2udocal2UfcJ*IKalxKl?TK8kKAUv)vT5&X0n0#3-y z_&X(Iw)cunv#|{!Y<^WZhYjLx9S{McZa`lz0af7GsDs0%P6B{B1XP(R3)UB6ccDB-;4W_0=i#EGa)fAN<=S9L>F1h{eBgshnqVvYn>NF zNfCWaEL{oe%!XzJsD4oObvA%%#lzK$s|40|dsS(|64%)c{e-D264=`1D~kaJgbiSf z6#)C)N{vkhnZuG1*>gN)3GLiQRx$%@C@i`CGaux8H;BS&g{1&diRi@*!6L?ju#XL<*CzgMN_qFZcau)oVZSRo>(szF+UJHLV10lXhZ(9oNCiRvPT zJauSGfUhusCBqoY!Ywef$+NZ9?6(u(B-M_Q5OQ5xn5`w72^rB<|V5-9D=I*=ew-ypk z5oHPM9D2kQRh89j&L_pr4XUa3S&gJBF}m1HHRmjxzZ1B$B3sM$_-IR0bxB3)i@pO2M< zC9JdM69%j@j0~PZbJ#e{`fzRtUZP9jV2HE?cYX^!WAK)%+AM!xG}(2UUqmc})gmq- zenCLgECFOySG83XJ#!G3plc9RC9Ibe6TpL}&767D?cJS+H;FN8O`G{?N-Qr327u(- z6&il`*6Mo%NW_Y21WAeG^PD`us7kuty?5*8WtuOyPr3wA3FSq}0>D%yU3c!Yv+=S4 z99~0I(|!z#C`(x9&?DB|DzOdWC>BTdoB&%%Sz{|7F>F;C#U1wgedAcC`>mt8A}dk7 zto~+@s-il7cLWPLbakwKR4)ljSZB*8QNTtbzgeSwU;<#8um+}|Fkn?J@jW|}Y2OkB zQ3>cp$s)p|-h(sC;2<2@@7-_hQHrbt^s@S!>8C1mzt@K|r$|_6AG$eB3FZaC0FbOy z#996#jCj@@nQ}xCcRlJ7-K!?k8aOX66sM$a;#5olXH}}qMPs=cv2OcRS<{u+&gcis z->QP@-K}42TdCju)=fZ>m6%>ue=|r`iem5Pg?Zk5dqruwN>Ta&LsgZ@+}(NqKCxW; zOoow^SU%6m1B|NpV2984@qyEnKwc0G0Lgkq3%=Ly^sJ!oO{I)jCX7`w$E@7WeM^edKA+b9}GwR12_?l_}Tr|YE)z;s+ZN@3{us6 z_=Bgg)1i0g&Yj(DBlBuMp-N~=aIcVuF%5Hj9-?O zX+NAXs7r9K8joXQ;||+iN$>1TU^`A!+fJ|mrB%g70mh-R_OTI@mcY*AXG~X>@Srw~ zr6*9RLC5e3;33i)9(opI%J(<6%vs^~rW8b#DJ6@DX88Wj_6~^%?VBMZDS>>RlaDaj zqX!#hwL{wF225I+3_oKgtBMlv{tl`%BnoREB@F5kuN6Ac0VxM5te^@JZo^dDepy;;Et=CqgDwn=p1GPcszLseA|Ovzdg7xtWWnBHx7V=q(pNTF##~146XdK&lWRC(`ei^7(^wY z^AeC?6ttIo^Mi3tFNtVlFGN$>3q4{@)$c#@#V7gRm}n>g9!Ar^!`TG!z~*u0KS}k2 zXevDD5z~*~pXG~V<4%t@{#=rjXwH^T7#PoZ5L^$Amgsf%`^N2{jmLwSqJ(m$WD!&g zf6Z=JZPZedRB9=ogl)v%jB&k$aJ_*}Vyk|B2_Fx!E3WhTYwlx99Z1-*2nx-hBoY4=M zTKpkeyk`4%n-Gm?N;K!tBZlW)cfuv_ZF1~L;|I~?9pjgRRt6VMC)n%rm2!Q>iwlIj zRaZ#Z$I31bA0KwueT^OazQ)Jt1$6P0!hO;88?&A#jg?wtU-5sEc-c6OHK{89F4+Jg zPsB98?WkML@OZUx#Pm^@2w&F-HCsUHS;j@Q1V*B~`z`IxkO;C8+u8C7GpJ_>C_%CM zCSg(9)ifRg+H@tXbC{Litn9WlcFW~j?>-#fbptLGIjOwzXh5wll@lCjzkku5-)7rgiWdv+g%2q6IwMEaU@7h@=|Ya zxp@O#&&)5!J1IWQM>n%s_mH(?!?KNMex0Nx&eyjro`CTiexdK(-6n0|R?|q#PysQC z<8zEIaQ4g&@|Wj>S%0US4f2P@og0Jx0X_7u@$8_Rw#4OGoaR=ZWjezcWIpD6Ot0l84iZ?04(41`wko~Ih-2>r4h$PRuYsrUQ+Y{ zg=bXH;5*IJc%*?TN*ph14qQM9nMIh+x{A!-(ALg4+yM1v60cqZ? zf{sO6B75EXfi-wf;)qD!)=yvRxy~Z1WJj5ls zH(h)Isi(4#6N79125|EfLu)Cnab=;4vc&irJ3yLn1b~4g&wRZzD5kU>wo3AxT~s{BT3V$f>jE7^1ZrHuexziS9gp77fZ6r6mHThiM3u7^elIp-Aus z{SToNb$MT_Xy_m=_4cOYC#F8nW@~0s#}~F6Hr{L<;vg}9#ft!dduFW|S$>%^>uY$Y zLwdi)vsN};3GxdDH-HuxQJQH}s}Us-lOR6F=!RS9c-om1{SNF`G{%yx8Uv;(v7E=x z7^pzXBwrnyL$+2a6Cx@hokNcpqQJm=k`Li-^3HS!hYUFUr`5pQrY-TkVgJHl21dGW zQ??rEYLXJv8U27^2_)d`J-4Mu_*vIfMS zi4a6@15}w$HXzL+P#aH#I7v&4XA!d~b8i%bV)8TCNNd!er7$<5t;~%cvG(D~FR+9# zb}Oc|`m1q%VbhhkUfPgsqFj(I+`#<99affhYxZnR(WP)fi-U4O>j$RARguEY^4)Y9UI_+npn*-yjoyNln4{-_aJYfhBJ^dY~GRfFchDL>1^N05nbaaBO#Pp(M0)Q@8y6jyz&>)-aswQDCZ~x~h;5nE`uwQfnh_W(U%Y!k- zhcxh{u(GDCtgIifKvSJPY~Q)NTZmhpNQ_C*ogms0-8uA#;qxq_Aury}=u&dyMKnrN z;`tmSAEl>At!!*`{!aj*}H;f>x0a991#VKy0$a$^oO;-LIy zTqNeV+zv{Yv-T^?t@J8?yGw=uv3f8dM6;5c6oY}1 zw1juIe8Qa4GZSuEWE1WausWB z7jfap5$!cojA$(m66@>M56tMXZEL%j!o-D{2&ZdXn!ZFU+m?RJu*PclVLoN+QC8?r zr(MK>Y8U;$5XW`|4+}^APP&djk(XFyN1&e80lHHRGRq6n0afHFQ1z4njm@VX!L$+F z+G9u8bomr!Apy&L3je}DSC83+-;n($kJ**DP{vDT?y$W z#Rf1{XLP#-j6(TbAW>9`jIJatk)17{Fbh`Cq&WxUDQ40XVF~PI^>SHnU>meIEQ!OkC1rS3%AgT|1Xml7J;;VbI=L8eD`8VU68m|HUGN6r z)zd1r>JR7C^;1l%IJrpBXC-LHx1rZh`H{@5C6GqD7_Tpx8D3xhz~uN*16xj=^IF{m z9h_|d%}Yx0nlyuc&V;DWBr#!ob}L0DX>pK%U(5tQfLX77`eu+)w@<`JLO#!Kti*xk zojOheM_|FwqSG~(ZU0(Y|3GXc>~rW5^NOF;LM@giMFDW9XDv?dCq{3xlTy41if4 z;(moZWU=CUE$pymxz~q6A9g$zEpX2ggD0FM`Y*5z(uhC6zgZVP-{;U7&4(S>%`+P1 z11d&8y%;t}DbAOeIQFlNtRl#;=^~P0Ex;-zCv27SDT7}t$Q$rA{8v92x~?@anYva)5)Vui z4+-^U^*7ULEwB*XY;R5sR`F0^)!z(kt>)+T;Ka=j^O2y><7Z8Pvv|&PI}+s51J`^I zaQ%z{uhox$)QfekIP*kxJo8P3Q5UJfaboF>XIWMgZ5TnkSR)z2z80k*vnD9y1^o}wzlcj@Z&qh`_?{_ zq<$7vJob6qONjvAz#=@wnJmFK&wK?||CYs8#m`KgKw-?svnfVRk!+bV@ zlcM1~)517*IBCyp^O91?p4tAL^~^OwUb$}(H^HPKPqUEFT{|XgM2v@aO-9m)A?Qo2 zGGa)cpxPS#Ek3e$cP903#Dw}c`hmGbjRZq)x5OTiG{I0DBx1)l&l)-Y&LOnG9L^*$ zYa^59_?U}?EpvSQOHEDd{h|xgwBkTDt)4QtH8f3ji(<%0HI2DYP2*n}^cubQ9~Q;% z!JIC9CGEW>0|{7Wp^7VDjan*_VFs%<(cG<|EYYF;wNcY6JK3l|gVu%C?u#wT!5hU%ireLxVT(AEICnbxx%AGYYv z#?$K;E{vb?<55?N$-#xAKHK$l0dA<+8{|=)N{F8n%Dp51$IYbCJ6ExH<%^OQUYstepL2j8`<2TpD6orGLq1ZJ^Bq>1KJ>uJ!oOAq2y<@ zhVlp2wyU=@J55_|l*huP*v=egCuMQ&*N>VWz=pQh`w~qLSWF~rv}?b1>-DXsEui%x zRuZ_icfWdPE43ruM2|ft#U4s8Ckfu%!M{8&KY+tVA zC>7v4uOVu78HFF~$c99-%LWUHTA$hwmANAtxi}D?j3X0e?lu<*_9ev>T%~&JDm9!w z^a01R6kAu_Y$RfG)KLUoapv$WQflR<^elwwIES zl0H8**-1fOGoQ2msP4cM)>h={za47}Tl#^g!A%PCs_~e~Q8&+)=PlqSkv`8BOeAV_ z#6#T<^Mi3tPq0qkVKNpH=;t{*&}rQmIdUFGkv>LhJ`ylJk0NSe6U8m_NQy)Yo0Nk@ zs!pY-JHUnGA=n+}?h|a%2N08;ME{!koHe|S{=t7*N0Om0pb-Pn~)&-6o z>AO?HOX6RP8i9~6nThJQ91UHxzL`5m=#i=TL2^N6HSL#>FGKG_f zC;4nX8Fj1!;G38FdFe}pubOP5eCx?1qX#Xd@GVAE`4(pYP&_qW^I3l|UFl7-C!z65 z9_P=-MSnD-2YfZIAa_xg7{9MTgDM-Bo4ogLyUv4MEMHk2G~52SdbWI zk8>D0^y%>xja!RBRAM?)asfP^eoA~g&ETYdTTzYUo=H_AI*a%Kq_@h>>WIbM4zJ%N zk@rV+IwwR#G5pb}Seo@`gZ#&=uYRFF>g7)fgCABi;2%kX=TLIbDE=pX+Ee@>f?OeK zedku*E!fe1OBa?lNAjQC2-77vykm)r!*h%mhegjk4u83tllV$bQBJqqT#jX@zLsoXx&g%Q12It6tCBvHryh;+rHS%PWYNp>@gUnfS|`SSCz^-;UNSjz3kcrL_8zTcL3)tBFF zr+H4(ENG9oR)c6Ul~g~!weetwLH#{RwhWIb>a2(#S6q!WV)IN5(h}B7iW4APjrm-) z&(2XTIsQw|?y+Wp=hkq?x34K|t8WxpuHTTIX(865z|47l4z?K%PPv zL49R7%Ge~s#SZNrB8uap;A!d-;90~EAVy8Q>rdXH7!ysqBk~gDIrNA%mpY1E?a&N2 zts;TC!1(KLe&(~EVgG?eOQB=NxHeYWa8hGcDOU-RXIoLN8x4qPI-96*XC?N8S+UerS$|T#L zi6suA`iN5g7ObTH&m!jFG7Z7o%3m0GYykmYYd&i31_4lDy(lmy-Lev57W$>5(na1MhvC)Uo)S#7U#;PrDJ->W3-R5)a@LH&*$D^*EIsbWz<{Nq>LuYQ3bsV~w6l8UV4w6WiK^rX0}1#Q@{nPT zs+TOk>X={?6(CX$673i0)B37iUt6$h83RkToNH~>u6InZsa4B4SgI9#Ys0;C@#2uW zZECojg9TUctqu3;!r^ib7F@v>;6}}mXn((I_-&#Y5=>u0g)>@Y9AZ3c>h)P?bFL$8W2z^xN&;WIOQrH!?Mfds2!t>ju?wF{25fQxakRm=I-R_%gg?K2n(Xt1Sf zo5WfmwcuDQIasP~6l9scynUn%OxoR2Q^8 z6_g%y^XqhIAi)MQ3a2|Lh2cgYlMaDr);-_;0%s?FUD^8+<+Cmskf>k zbCzaiF`BuQ^6No>AaYdsvxh6!Ae%`g%_C9ya}`f1;G3m@B^;0|YVIez2C(}L z_*re$4B)nd@wh5VL|ko>jPwj+9xUuu(_z#V*kR@kS5U0x%tIF zubhr=2A!5WEed+YqztBR*AHTmLH@Tmohmf)s@rRr`4EM9CIuPs_3 zniAHGXp0|%6E$4t%7rRzYR5#wbxmA?JEI@422l$iHE3dd%BC7$d=0gdh*~x=K4n~u zkK6YLF-?i>o1=jw;^4Dr!qToU2rgjLs96sFc4vJjM2slnrKqYU?G8?8ET$Qu&#Az$GQNlz=C3BJOOLeRyHB@WNkc{Pgi@U{S$4i zvY1G`=P=)T&N^AQz$SH8L0>tm}hEE+N}j5gLB=T!&XV1Z_3 zv@tl&s~)(;nRNgQRTP{sYt-W46F3dITnXq<-%GSOX!4L?Uo)RGUyRCw(1);0M=>YL zEesYC@~g&UhWIr#j&<&HekXo?Pkk?Wow*GU?y5t2zhrXh@XZ7yj{QM>UV@6`_~y^W zo-8=3nebK;>a9kEYrKT|d&%$o9kum(=@B2MDk1fYt%NkFNTzR~K)OsnJm-tvRdGYSU8#~+E*fH5DSGFwiX4BtG z7H97PL0bl~WxSyb;$tPlz3l0uKJV1kIpK11GNB%SPPqJ9l7H#m{Tn;?#W~@yS&JQa z4*SRD?pNddziZJ}KolgO^Y=JW;It$Tq5g`^%;DfaX~L4U<1dviZbGo-rL#~?+4*{71x=O5nK+GR~kwOdigObExfTk)|Z z{o=#?K>B1!oSmr9m^k~mBtDhI-;_QmiXt55xE}3(n1p2XTIqQYbH!4%Vg9~x6n}gh zmS0OoFLCnXAbu6M{x&@flIl5GU2 zcynPAlGiIcVp|(mn9Y4u$?S+DU9elJ}QOty(BvS19zFDpBs$c+z*%VvRyzo@cx}O#N?VU^-)7P%Q}Y><4x45q zq~lFp5|A9uK4KTWEZuw5=OJ4KKJgxJ=af}^OTr{1v-5%(k4ijoQ8}}C*PI254-fi# z$>@w=w6o5A?Hke;q5TDv03X7aN87=rZ$S%+kjx;zn@QX7==-3BASAO zgyi`q*o9MHLeyFGfKNoMqRb+qNBO1X@h#vXXt6tu*bPS6oZlP9{uK8bF+tDH^yPEJ z6=GQGFO|{M&3;^kFYs%p2+@e^oy1*LhqK`TE{J-c-5>`j=kq`P_;B^`;?Mr_udN^a z@yFjkKGPkKuXhL8bow#-^EGgkesTRe`|rl#d<0i29-rMUCf&nq-h(@#j$c??xx8}m z<74O4I)CTFlwWssVbI^>#8#%WNuCYC{8=xbZ~?#F+1TDbx^(|Ce_^d(T;{wsKmOqV zoqqN+pv&JvFdocj;8i=E$eqzXyO-+rKmP1zK6n@Y=h%7FLt_}LS4?Ilq^}@IJCm*l zkF#j3Ii7XGsRXlx!EnuhFW$?0{fyte#rx+{NzN+U#-P?#h3p2$65RKzz-`Q@vtoGX z0kNd>JnrTouQ@>~&LvpCCi&H6tu^^%0-2P@>rG8cjwLw1CgrP2o|c*nf;2Q~aMobw z$7fk68Ro-1P#TLRxW(}Hef|3WBojSO>734K-^O+qf#izdqp=;og3>lZGJpTVcy!PmblxbE5asGc z?ueXm2{o+DLw;`|fw^#H3Z5mxuri0NpHY|go}@BM#wFAr1noYW4?B>$j7H*?$r9{n z!T!0rhFObAn>0gT!VE9_jizY8rl`#SV;S6W0axTizU|*ByK_m z$o=8WR_0<|RIx1a1(aC!w8Y#CR$|Gu1WASzc%*p!x}$SP_?#j?crU4K)?y*|O{+>o5g%)V?RU~L9ejFJe<1vi(H zYpKoe__c|$5`xmX4LX@J-O12z`(fItMR$>*+sG^C$LHC=dw)LS*J<*h_ZkN4njgA; zJ?r&4TxFdpe}O3Y|4EA9oac~pRI67^44d!tN3$!JIy3YCAHH{gXLgmHpIwZy!5#SH z3ZRA=sLjpI8o#Yxe85TE>UU?Gr3Xf8OD zgU%kDv1-h&{mF?aaTT#Qou{|C`Cdon<&?+Mld;BS z0|RoY2mx5~Rk{?N{XQuH3=H)JC{6gu34kyl0e)ERLgQi#(~+>MO0hdH%50p@dOC>J zizRo2I-&)SCk3q8Pdgd(+T*PII5$>K{(1`Muj=1cuQ^~KIW9(MU&y zTv8$k1PJ|=y68K5gQ5$I^C$)->6oj`uy&EkAaFp^gwiIw&gJRdCi$>9%3ULmB>h^I z6szk5fX#_EvxUX#1Tx3?Q#UUDM|FmeSGok@{EPO!qzG!FRmMl#Ab{ z66Ir}yuYfgyx=OlQFI|Wnz3F!7ILZ~a!7C5f&61&EwedV$Kw9-T9Yww1Bo4z2K_#l zFh*QM71aL5kD*D1zBTP&KUrPfV9O92#c00|^AsWKb*+F$M8pb*Cu#)@W3%@Om;r|C zhFWbi*iS-+ZDKUMT26zjZaUpTF{R5;^-B*LG?vSpFUm6_pzg!51azJBWT0}s2&%se z)>P_ zo-{}OOf39=r?s$=3>v`9T+#SBO|GciVt)KOUSHYHpq7j;vi!ccRmjxVUSzp`9WnyQ z3fTUcGHm^3t+w23p|*}#0{RWs-cOon50!TQ2CME?Bh~SWWnTMa$NS%`hAU=Of~ywh z5D{Mf4R*L6H*q*NL++R({>^f=$gUL+K%HIdr%UrtAfXbOArVaw9ut zs$5UU{HbQKW+VG;L$iT?`&0E|_5LWXm!j%DeA3Cf-F$$1_fOS|)f$;CQMHn6=~I1T zeMTlzRG;o->QlvH#YU_>ql!7$s{$ne#Xh?kx17N^ZIydzi6Yhp|YKk}-OXX@xr$#FODz~1p zC6yry@wnF2DG`-stW4zkb#`D6iD{o`jY>p`qJYiMj+wz;*wcf3w<<|iiz4QliS(=T zXHoawnf5=Vruj`Rwt0|Dv*Jhq;xnHrwbCDH#e(Io#W;gQ>^@a097>eVQyr^Vzp0*@ zF0iumrDT2br|t^wdM{aEwMt!oQ=Qd6Ri?{%XgJl6ds8~Ne9o#v{i6Xbp+|5>r~I7B z{!?!|(z4sjp5kzYF0cK>(dg4US*v8TNy(*ueK25?d}Nj0d}@v)=I}2pR-2<^M~F|Y zlEf62W^aVJQbNyAGLB~qe9Q3pimppMG!1}Tbcoj_Hg0TKm(r~*jpN@Zof zs!Dbq)p-;E+GuA+nia8;e8uPf*7%~>DXrW4y_^%!^h@S#;Yu}XAjthA#OdyMC@ zk`GPOiD?otP&W(nZLj$7u#&wEzD*MLZkzGt!_nU94(+_b0lYeePY4ZP}^{&Bsi8CM3 zdQz?6LnB^;5$~s^ejX!=m$85QLqlGJA+vg;dz7z(J}ml*R3G-jYv_fEH7(16&igkXc0aeXxxeYU`}vQE zuw_Wgcpqk?P;R*yHz~F1eII6_H^X=do1@eU4ex#8Il>P|zH1oyzSbuH{4noKu+;Vk zzF&*mPF-5|?z=GAqr1^IH}1kT|G_XbgwqSl;E0R#Aj}QAIxV4C?c7=>zLWV+;|ewZ z!AoO5L0oq1dGk+0(gaTxB(+~1{ih*ovJ>mUy}Z8W`kk17X?8(gvJ(>y_DR8=8kXQ_ zCTX%06Atgbd#z4PkTjFkf6}B1P4yW)aW8xQXWtRNf4+Ah2F^Y;Ri3*6X!D`o9zL